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+ --cc-bg: #fff; + --cc-z-index: 2147483647; + --cc-text: #2d4156; + --cc-border-radius: .45rem; + --cc-btn-primary-bg: #279890; + --cc-btn-primary-text: var(--cc-bg); + --cc-btn-primary-hover-bg: #fff; + --cc-btn-primary-hover-text: #279890; + --cc-btn-secondary-bg: #eaeff2; + --cc-btn-secondary-text: var(--cc-text); + --cc-btn-secondary-hover-bg: #d8e0e6; + --cc-btn-secondary-hover-text: var(--cc-btn-secondary-text); + --cc-btn-border-radius: 0.375rem; + --cc-toggle-bg-off: #919ea6; + --cc-toggle-bg-on: var(--cc-btn-primary-bg); + --cc-toggle-bg-readonly: #d5dee2; + --cc-toggle-knob-bg: #fff; + --cc-toggle-knob-icon-color: #ecf2fa; + --cc-block-text: var(--cc-text); + --cc-cookie-category-block-bg: #f0f4f7; + --cc-cookie-category-block-bg-hover: #e9eff4; + --cc-section-border: #f1f3f5; + --cc-cookie-table-border: #e9edf2; + --cc-overlay-bg: rgb(4, 6, 8); + --cc-overlay-opacity: .85; + --cc-consent-modal-box-shadow: 0 0.625rem 1.875rem rgba(2, 2, 3, 0.28); + --cc-webkit-scrollbar-bg: #cfd5db; + --cc-webkit-scrollbar-bg-hover: #9199a0; +} + +/** Dark color-scheme **/ +.c_darkmode{ + --cc-bg: #181b1d; + --cc-text: #d8e5ea; + --cc-btn-primary-bg: #a6c4dd; + --cc-btn-primary-text: #000; + --cc-btn-primary-hover-bg: #c2dff7; + --cc-btn-primary-hover-text: var(--cc-btn-primary-text); + --cc-btn-secondary-bg: #33383c; + --cc-btn-secondary-text: var(--cc-text); + --cc-btn-secondary-hover-bg: #3e454a; + --cc-btn-secondary-hover-text: var(--cc-btn-secondary-text); + --cc-toggle-bg-off: #667481; + --cc-toggle-bg-on: var(--cc-btn-primary-bg); + --cc-toggle-bg-readonly: #454c54; + --cc-toggle-knob-bg: var(--cc-cookie-category-block-bg); + --cc-toggle-knob-icon-color: var(--cc-bg); + --cc-block-text: #b3bfc5; + --cc-cookie-category-block-bg: #23272a; + --cc-cookie-category-block-bg-hover: #2b3035; + --cc-section-border: #292d31; + --cc-cookie-table-border: #2b3035; + --cc-webkit-scrollbar-bg: #667481; + --cc-webkit-scrollbar-bg-hover: #9199a0; +} + +#cc--main { + z-index: var(--cc-z-index); +} + +.cc_div *, +.cc_div *:hover, +.cc_div :before, +.cc_div :after{ + -webkit-box-sizing: border-box; + box-sizing: border-box; + float: none; + font-style: inherit; + font-variant: normal; + font-weight: inherit; + font-family: inherit; + line-height: 1.2; + font-size: 1em; + transition: none; + animation: none; + margin: 0; + padding: 0; + text-transform: none; + letter-spacing: unset; + color: inherit; + background: none; + border: none; + border-radius: unset; + box-shadow: none; + text-decoration: none; + text-align: left; + visibility: unset; + height: auto; + vertical-align: baseline; +} + +.cc_div { + font-size: var(--cc-font-size); + font-weight: 400; + font-family: "GalanoGrotesque"; + -webkit-font-smoothing: antialiased; + -moz-osx-font-smoothing: grayscale; + text-rendering: optimizeLegibility; + color: var(--cc-text); + font-style: "normal"; +} + +.cc_div .c-bn, +.cc_div .b-tl, +#s-ttl, +#c-ttl, +#s-bl td:before{ + font-weight: 500; + font-family: "GalanoGrotesque-Medium"; +} + +#cm, +#s-inr, +.cc_div .c-bl, +.cc_div .b-tl, +#s-bl .act .b-acc{ + border-radius: var(--cc-border-radius); +} + +#s-bl .act .b-acc{ + border-top-left-radius: 0; + border-top-right-radius: 0; +} + +.cc_div input, +.cc_div button, +.cc_div a{ + -webkit-appearance: none; + -moz-appearance: none; + appearance: none; + overflow: hidden; +} + +.cc_div a{ + border-bottom: 1px solid; +} + +.cc_div a:hover{ + text-decoration: none; + border-color: transparent; +} + +/* Make elements "animatable" */ +.c--anim #cm, +.c--anim #s-cnt, +.c--anim #s-inr, +#cs-ov, +#cm-ov{ + transition: visibility .25s linear, opacity .25s ease, transform .25s ease!important; +} + +.c--anim .c-bn{ + transition: background-color .25s ease!important; +} + +/* start transitions */ +.c--anim #cm.bar.slide, +.c--anim .bar.slide #s-inr{ + transition: visibility .4s ease, opacity .4s ease, transform .4s ease!important; +} + +.c--anim #cm.bar.slide + #cm-ov, +.c--anim .bar.slide + #cs-ov{ + transition: visibility .4s ease, opacity .4s ease, transform .4s ease!important; +} + +#cm.bar.slide, +.cc_div .bar.slide #s-inr{ + transform: translateX(100%); + opacity: 1; +} + +#cm.bar.top.slide, +.cc_div .bar.left.slide #s-inr{ + transform: translateX(-100%); + opacity: 1; +} + +#cm.slide, +.cc_div .slide #s-inr{ + transform: translateY(1.6em); +} + +#cm.top.slide{ + transform: translateY(-1.6em); +} + +#cm.bar.slide{ + transform: translateY(100%); +} + +#cm.bar.top.slide{ + transform: translateY(-100%); +} +/* end transitions */ + +/* Show modals */ + +.show--consent .c--anim #cm, +.show--consent .c--anim #cm.bar, +.show--settings .c--anim #s-inr, +.show--settings .c--anim .bar.slide #s-inr{ + opacity: 1; + transform: scale(1); + visibility: visible!important; +} + +.show--consent .c--anim #cm.box.middle, +.show--consent .c--anim #cm.cloud.middle{ + transform: scale(1) translateY(-50%); +} + +.show--settings .c--anim #s-cnt{ + visibility: visible!important; +} + +/* Show overlays */ +.force--consent.show--consent .c--anim #cm-ov, +.show--settings .c--anim #cs-ov{ + visibility: visible!important; + opacity: var(--cc-overlay-opacity)!important; +} + +#cm{ + font-family: inherit; + padding: 1em 1.4em 1.3em 1.4em; + position: fixed; + z-index: 1; + background: var(--cc-bg); + max-width: 24.2em; + width: 100%; + bottom: 1.250em; + right: 1.250em; + box-shadow: 0 0.625em 1.875em #000000; + box-shadow: var(--cc-consent-modal-box-shadow); + opacity: 0; + visibility: hidden; + transform: scale(.95); + line-height: initial; +} + +/** fix https://github.com/orestbida/cookieconsent/issues/94 **/ +#cc_div #cm { + display: block!important; +} + +#c-ttl{ + margin-bottom: .7em; + font-size: 1.05em; +} + +.cloud #c-ttl{ + margin-top: -.15em; +} + +#c-txt{ + font-size: 0.9em; + line-height: 1.5em; +} + +.cc_div #c-bns{ + display: flex; + justify-content: space-between; + margin-top: 1.4em; +} + +.cc_div .c-bn{ + color: var(--cc-btn-secondary-text); + background: var(--cc-btn-secondary-bg); + padding: 1em 1.7em; + display: inline-block; + cursor: pointer; + font-size: 0.82em; + -moz-user-select: none; + -khtml-user-select: none; + -webkit-user-select: none; + -o-user-select: none; + user-select: none; + text-align: center; + border-radius: var(--cc-btn-border-radius); + flex: 1; +} + +#c-bns button + button, +#s-cnt button + button, +#s-c-bn{ + float: right; + margin-left: .5rem; +} + +#s-cnt #s-rall-bn{ + float: none; +} + +#cm .c_link:hover, +#cm .c_link:active, +#s-cnt button + button:hover, +#s-cnt button + button:active, +#s-c-bn:active, +#s-c-bn:hover{ + background: var(--cc-btn-secondary-hover-bg); + color: var(--cc-btn-secondary-hover-text); +} + +/** +CookieConsent settings modal +**/ +#s-cnt{ + position: fixed; + top: 0; + left: 0; + width: 100%; + z-index: 101; + display: table; + height: 100%; + visibility: hidden; +} + +#s-bl{ + outline: none; + scrollbar-width: thin; +} + +#s-bl .title{ + margin-top: 1.4em; +} + +#s-bl .title:first-child{ + margin-top: 0; +} + +#s-bl .b-bn{ + margin-top: 0; +} + +#s-bl .b-acc .p{ + margin-top: 0; + padding: 1em; +} + +#s-cnt .b-bn .b-tl{ + display: block; + font-family: inherit; + font-size: .95em; + width: 100%; + position: relative; + padding: 1.3em 6.4em 1.3em 2.7em; + background: none; + transition: background-color .25s ease; +} + +#s-cnt .b-bn .b-tl.exp{ + cursor: pointer; +} + +#s-cnt .act .b-bn .b-tl{ + border-bottom-right-radius: 0; + border-bottom-left-radius: 0; +} + +#s-cnt .b-bn .b-tl:active, +#s-cnt .b-bn .b-tl:hover{ + background: var(--cc-cookie-category-block-bg-hover); +} + +#s-bl .b-bn{ + position: relative; +} + +#s-bl .c-bl{ + padding: 1em; + margin-bottom: .4rem; + border: 1px solid var(--cc-section-border); + transition: background-color .25s ease; +} + +#s-bl .c-bl:hover{ + background: var(--cc-cookie-category-block-bg); +} + +#s-bl .c-bl:last-child{ + margin-bottom: .5em; +} + +#s-bl .c-bl:first-child{ + transition: none; + padding: 0; + margin-top: 0; + border:none; + margin-bottom: 2em; +} + +#s-bl .c-bl:not(.b-ex):first-child:hover{ + background: transparent; + background: unset; +} + +#s-bl .c-bl.b-ex{ + padding: 0; + border: none; + background: var(--cc-cookie-category-block-bg); + transition: none; +} + +#s-bl .c-bl.b-ex + .c-bl{ + margin-top: 2em; +} + +#s-bl .c-bl.b-ex + .c-bl.b-ex{ + margin-top: 0; +} + +#s-bl .c-bl.b-ex:first-child{ + margin-bottom: 1em; +} + +#s-bl .c-bl.b-ex:first-child{ + margin-bottom: .5em; +} + +#s-bl .b-acc{ + max-height: 0; + overflow: hidden; + padding-top: 0; + margin-bottom: 0; + display: none; +} + +#s-bl .act .b-acc{ + max-height: 100%; + display: block; + overflow: hidden; +} + +#s-cnt .p{ + font-size: 0.9em; + line-height: 1.5em; + margin-top: .85em; + color: var(--cc-block-text); +} + +.cc_div .b-tg .c-tgl:disabled{ + cursor: not-allowed; +} + +#c-vln{ + display: table-cell; + vertical-align: middle; + position: relative; +} + +#cs{ + padding: 0 1.7em; + width: 100%; + position: fixed; + left: 0; + right: 0; + top: 0; + bottom: 0; + height: 100%; +} + +#s-inr{ + height: 100%; + position: relative; + max-width: 45em; + margin: 0 auto; + transform: scale(.96); + opacity: 0; + padding-top: 4.75em; + padding-bottom: 4.75em; + position: relative; + height: 100%; + overflow: hidden; + visibility: hidden; + box-shadow: rgba(3, 6, 9, .26) 0px 13px 27px -5px; +} + +#s-inr, +#s-hdr, +#s-bns{ + background: var(--cc-bg); +} + +#s-bl{ + overflow-y: auto; + overflow-y: overlay; + overflow-x: hidden; + height: 100%; + padding: 1.3em 1.6em; + display: block; + width: 100%; +} + +#s-bns{ + position: absolute; + bottom: 0; + left: 0; + right: 0; + padding: 1em 1.8em; + border-top: 1px solid var(--cc-section-border); + height: 4.75em; +} + +.cc_div .cc-link{ + color: var(--cc-btn-primary-bg); + border-bottom: 1px solid var(--cc-btn-primary-bg); + display: inline; + padding-bottom: 0; + text-decoration: none; + cursor: pointer; + font-weight: 600; +} + +.cc_div .cc-link:hover, +.cc_div .cc-link:active{ + border-color: transparent; +} + +#c-bns button:first-child, +#s-bns button:first-child{ + color: var(--cc-btn-primary-text); + background: var(--cc-btn-primary-bg); +} + +#c-bns.swap button:first-child{ + color: var(--cc-btn-secondary-text); + background: var(--cc-btn-secondary-bg); +} + +#c-bns.swap button:last-child{ + color: var(--cc-btn-primary-text); + background: var(--cc-btn-primary-bg); +} + +.cc_div .b-tg .c-tgl:checked ~ .c-tg{ + background: var(--cc-toggle-bg-on); +} + +#c-bns button:first-child:active, +#c-bns button:first-child:hover, +#s-bns button:first-child:active, +#s-bns button:first-child:hover, +#c-bns.swap button:last-child:active, +#c-bns.swap button:last-child:hover{ + background: var(--cc-btn-primary-hover-bg); + color: var(--cc-btn-primary-hover-text); +} + +#c-bns.swap button:first-child:active, +#c-bns.swap button:first-child:hover{ + background: var(--cc-btn-secondary-hover-bg); + color: var(--cc-btn-secondary-hover-text); +} + +#s-hdr{ + position: absolute; + top: 0; + width: 100%; + display: table; + padding: 0 1.8em; + height: 4.75em; + vertical-align: middle; + z-index: 2; + border-bottom: 1px solid var(--cc-section-border); +} + +#s-ttl{ + display: table-cell; + vertical-align: middle; + font-size: 1em; +} + +#s-c-bn{ + padding: 0; + width: 1.7em; + height: 1.7em; + font-size: 1.45em; + margin: 0; + font-weight: initial; + position: relative; + overflow: hidden; +} + +#s-c-bnc{ + display: table-cell; + vertical-align: middle; +} + +.cc_div span.t-lb { + position: absolute; + top: 0; + z-index: -1; + opacity: 0; + pointer-events: none; + overflow: hidden; +} + +#c_policy__text{ + height: 31.250em; + overflow-y: auto; + margin-top: 1.250em; +} + +#c-s-in{ + position: relative; + transform: translateY(-50%); + top: 50%; + height: 100%; + height: calc(100% - 2.5em); + max-height: 37.5em; +} + +@media screen and (min-width: 688px) { + /** works only on webkit-based browsers **/ + #s-bl::-webkit-scrollbar{ + width: .8em; + height: 100%; + background: transparent; + border-radius: 0 0.250em 0.250em 0; + } + + #s-bl::-webkit-scrollbar-thumb{ + border: 0.25em solid var(--cc-bg); + background: var(--cc-webkit-scrollbar-bg); + border-radius: 100em; + } + + #s-bl::-webkit-scrollbar-thumb:hover{ + background: var(--cc-webkit-scrollbar-bg-hover); + } + + #s-bl::-webkit-scrollbar-button { + width: 10px; + height: 5px; + } +} + +/** custom checkbox **/ +/* The container */ +.cc_div .b-tg { + position: absolute; + right: 0; + top: 0; + bottom: 0; + display: inline-block; + margin: auto; + right: 1.2em; + cursor: pointer; + -webkit-user-select: none; + -moz-user-select: none; + -ms-user-select: none; + user-select: none; + vertical-align: middle; +} + +/* Hide the browser's default checkbox */ +.cc_div .b-tg .c-tgl { + position: absolute; + cursor: pointer; + display: block; + top: 0; + left: 0; + margin: 0; + border: 0; +} + +/* Create a custom checkbox */ +.cc_div .b-tg .c-tg { + position: absolute; + background: var(--cc-toggle-bg-off); + transition: background-color .25s ease, box-shadow .25s ease; + pointer-events: none; +} + +.cc_div span.t-lb, +.cc_div .b-tg, +.cc_div .b-tg .c-tg, +.cc_div .b-tg .c-tgl{ + width: 3.4em; + height: 1.5em; + border-radius: 4em; +} + +.cc_div .b-tg .c-tg.c-ro{ + cursor: not-allowed; +} + +.cc_div .b-tg .c-tgl ~ .c-tg.c-ro{ + background: var(--cc-toggle-bg-readonly); +} + +.cc_div .b-tg .c-tgl ~ .c-tg.c-ro:after{ + box-shadow: none; +} + +/* Style the checkmark/indicator */ +.cc_div .b-tg .c-tg:after { + content: ""; + position: relative; + display: block; + left: 0.125em; + top: 0.125em; + width: 1.25em; + height: 1.25em; + border: none; + box-sizing: content-box; + background: var(--cc-toggle-knob-bg); + box-shadow: 0 1px 2px rgba(24, 32, 35, .36); + transition: transform .25s ease; + border-radius: 100%; +} + +/* Show the checkmark when checked */ +.cc_div .b-tg .c-tgl:checked ~ .c-tg:after{ + transform: translateX(1.9em); +} + +#s-bl table, +#s-bl th, +#s-bl td{ + border: none; +} + +#s-bl tbody tr{ + transition: background-color .25s ease; +} + +#s-bl tbody tr:hover{ + background: var(--cc-cookie-category-block-bg-hover); +} + +#s-bl table { + text-align: left; + border-collapse: collapse; + width: 100%; + padding: 0; + margin: 0; + overflow: hidden; +} + +#s-bl caption { + padding: 0.5rem 1rem; + font-size: .9em; + border-bottom: 1px solid var(--cc-cookie-table-border); + font-weight: 600; +} + +#s-bl td, +#s-bl th { + padding: 0.8em 0.625em; + text-align: left; + vertical-align: top; + font-size: .8em; + padding-left: 1.2em; +} + +#s-bl th { + font-family: inherit; + padding: 1em 1rem; + font-weight: 600; +} + +#s-bl thead tr:first-child{ + border-bottom: 1px solid var(--cc-cookie-table-border); +} + +.force--consent #s-cnt, +.force--consent #cs{ + width: 100vw; +} + +#cm-ov, +#cs-ov{ + position: fixed; + left: 0; + right: 0; + top: 0; + bottom: 0; + visibility: hidden; + opacity: 0; + background: #070707; + background: var(--cc-overlay-bg); + display: none; + transition: none; +} + +.show--settings #cs-ov, +.c--anim #cs-ov, +.force--consent .c--anim #cm-ov, +.force--consent.show--consent #cm-ov{ + display: block; +} + +#cs-ov{ + z-index: 2; +} + +.force--consent .cc_div{ + position: fixed; + top: 0; + left: 0; + bottom: 0; + width: 100%; + width: 100vw; + visibility: hidden; + transition: visibility .25s linear; +} + +.force--consent.show--consent .c--anim .cc_div, +.force--consent.show--settings .c--anim .cc_div{ + visibility: visible; +} + +.force--consent #cm{ + position: absolute; +} + +.force--consent #cm.bar{ + width: 100vw; + max-width: 100vw; +} + +html.force--consent.show--consent{ + overflow-y: hidden!important; +} + +html.force--consent.show--consent, +html.force--consent.show--consent body{ + height: auto!important; + overflow-x: hidden!important; +} +/** END BLOCK PAGE SCROLL */ + +/** BEGIN ICONS **/ +.cc_div .b-bn .exp::before, +.cc_div .act .b-bn .exp::before{ + border: solid var(--cc-btn-secondary-text); + border-width: 0 2px 2px 0; + padding: .2em; + display: inline-block; + position: absolute; + content: ''; + margin-right: 15px; + position: absolute; + transform: translateY(-50%) rotate(45deg); + left: 1.2em; + top: 50%; +} + +.cc_div .act .b-bn .b-tl::before{ + transform: translateY(-20%) rotate(225deg); +} + +.cc_div .on-i::before{ + border: solid var(--cc-toggle-knob-icon-color); + border-width: 0 2px 2px 0; + padding: .1em; + display: inline-block; + padding-bottom: .45em; + content: ''; + margin: 0 auto; + transform: rotate(45deg); + top: .37em; + left: .75em; + position: absolute; +} + +#s-c-bn::before, +#s-c-bn::after{ + content: ''; + position: absolute; + left: .82em; + top: .58em; + height: .6em; + width: 1.5px; + background: var(--cc-btn-secondary-text); + transform: rotate(45deg); + border-radius: 1em; + margin: 0 auto; +} + +#s-c-bn::after{ + transform: rotate(-45deg); +} + +.cc_div .off-i, +.cc_div .on-i{ + height: 100%; + width: 50%; + position: absolute; + right: 0; + display: block; + text-align: center; + transition: opacity .15s ease; +} + +.cc_div .on-i{ + left: 0; + opacity: 0; +} + +.cc_div .off-i::before, +.cc_div .off-i::after{ + right: .8em; + top: .42em; + content: ' '; + height: .7em; + width: .09375em; + display: block; + background: var(--cc-toggle-knob-icon-color); + margin: 0 auto; + position: absolute; + transform-origin: center; +} + +.cc_div .off-i::before { + transform: rotate(45deg); +} +.cc_div .off-i::after { + transform: rotate(-45deg); +} + +.cc_div .b-tg .c-tgl:checked ~ .c-tg .on-i{ + opacity: 1; +} +.cc_div .b-tg .c-tgl:checked ~ .c-tg .off-i{ + opacity: 0; +} +/** END ICONS **/ + +#cm.box.middle, +#cm.cloud.middle{ + top: 50%; + transform: translateY(-37%); + bottom: auto; +} + +#cm.box.middle.zoom, +#cm.cloud.middle.zoom{ + transform: scale(.95) translateY(-50%); +} + +#cm.box.center{ + left: 1em; + right: 1em; + margin: 0 auto; +} + +/* Start cloud layout */ +#cm.cloud { + max-width: 50em; + margin: 0 auto; + text-align: center; + left: 1em; + right: 1em; + overflow: hidden; + padding: 1.2em 1.7em; + width: unset; +} + +.cc_div .cloud #c-inr{ + display: table; + width: 100%; +} + +.cc_div .cloud #c-inr-i{ + width: 70%; + display: table-cell; + vertical-align: top; + padding-right: 2.4em; +} + +.cc_div .cloud #c-txt{ + font-size: 0.85em; +} + +.cc_div .cloud #c-bns{ + min-width: 170px; + display: table-cell; + vertical-align: middle; +} + +#cm.cloud .c-bn{ + margin: .5rem 0 0 0; + width: 100%; +} + +#cm.cloud .c-bn:first-child{ + margin: 0; +} + +#cm.cloud.left{ + margin-right: 1.25em; +} + +#cm.cloud.right{ + margin-left: 1.25em; +} +/* End cloud layout */ + +/* Start bar layout */ +#cm.bar { + width: 100%; + max-width: 100%; + left: 0; + right: 0; + bottom: 0; + border-radius: 0; + position: fixed; + padding: 2em; +} + +#cm.bar #c-inr{ + max-width: 32em; + margin: 0 auto; +} + +#cm.bar #c-bns{ + max-width: 33.75em; +} + +#cm.bar #cs{ + padding: 0; +} + +.cc_div .bar #c-s-in{ + top: 0; + transform: none; + height: 100%; + max-height: 100%; +} + +.cc_div .bar #s-hdr, +.cc_div .bar #s-bl, +.cc_div .bar #s-bns { + padding-left: 1.4em; + padding-right: 1.4em; +} + +.cc_div .bar #cs{ + padding: 0; +} + +/* align bar to right by default */ +.cc_div .bar #s-inr{ + margin: 0; + margin-left: auto; + margin-right: 0; + border-radius: 0; + max-width: 32em; +} + +.cc_div .bar.left #s-inr{ + margin-left: 0; + margin-right: auto; +} + +/* Force table to not be like tables anymore */ +.cc_div .bar #s-bl table, +.cc_div .bar #s-bl thead, +.cc_div .bar #s-bl tbody, +.cc_div .bar #s-bl th, +.cc_div .bar #s-bl td, +.cc_div .bar #s-bl tr, +.cc_div .bar #s-cnt{ + display: block; +} + +.cc_div .bar #s-bl caption { + display: block; + border-top: 0; + border-bottom: 1px solid var(--cc-cookie-table-border); +} + +/* Hide table headers (but not display: none;, for accessibility) */ +.cc_div .bar #s-bl thead tr{ + position: absolute; + top: -9999px; + left: -9999px; +} + +.cc_div .bar #s-bl tr{ + border-top: 1px solid var(--cc-cookie-table-border); +} + +.cc_div .bar #s-bl td { + /* Behave like a "row" */ + border: none; + position: relative; + padding-left: 35%; +} + +.cc_div .bar #s-bl td:before { + position: absolute; + left: 1rem; + padding-right: 0.625em; + white-space: nowrap; + content: attr(data-column); + color: var(--cc-text); + overflow: hidden; + text-overflow: ellipsis; +} +/* End bar layout */ + +/* Positions */ +#cm.top { + bottom: auto; + top: 1.250em; +} + +#cm.left{ + right: auto; + left: 1.250em; +} + +#cm.right{ + left: auto; + right: 1.250em; +} + +#cm.bar.left, +#cm.bar.right{ + left: 0; + right: 0; +} + +#cm.bar.top{ + top: 0; +} +/* end positions */ + +/* Disable transitions if prefers-reduced-motion detected */ +@media (prefers-reduced-motion) { + #cc--main #cm, + #cc--main #s-cnt, + #cc--main #s-inr{ + transition: none!important; + } +} + +@media screen and (max-width: 688px) { + + #cm, + #cm.cloud, + #cm.left, + #cm.right{ + width: auto; + max-width: 100%; + margin: 0; + padding: 1.2em!important; + right: 1em; + left: 1em; + bottom: 1em; + display: block; + } + + .force--consent #cm, + .force--consent #cm.cloud{ + width: auto; + max-width: 100vw; + } + + #cm.top{ + top: 1em; + bottom: auto; + } + + #cm.bottom{ + bottom: 1em; + top: auto; + } + + #cm.bar.bottom{ + bottom: 0; + } + + #cm.cloud .c-bn{ + font-size: .85em; + } + + #s-bns, + .cc_div .bar #s-bns{ + padding: 1em 1.3em; + } + + .cc_div .bar #s-inr{ + max-width: 100%; + width: 100%; + } + + .cc_div .cloud #c-inr-i{ + padding-right: 0; + } + + #cs{ + border-radius: 0; + padding: 0; + } + + #c-s-in{ + max-height: 100%; + height: 100%; + top: 0; + transform: none; + } + + .cc_div .b-tg{ + transform: scale(1.1); + right: 1.1em; + } + + #s-inr{ + margin: 0; + padding-bottom: 7.9em; + border-radius: 0; + } + + #s-bns{ + height: 7.9em; + } + + #s-bl, + .cc_div .bar #s-bl{ + padding: 1.2em; + } + + #s-hdr, + .cc_div .bar #s-hdr{ + padding: 0 1.2em; + } + + /** dynamic table layout **/ + #s-bl table { + width: 100%; + } + + #s-inr.bns-t{ + padding-bottom: 10.5em; + } + + .bns-t #s-bns{ + height: 10.5em; + } + + .cc_div .bns-t .c-bn{ + font-size: 0.83em; + padding: .9em 1.6em; + } + + #s-cnt .b-bn .b-tl{ + padding-top: 1.2em; + padding-bottom: 1.2em; + } + + /* Force table to not be like tables anymore */ + #s-bl table, + #s-bl thead, + #s-bl tbody, + #s-bl th, + #s-bl td, + #s-bl tr, + #s-cnt{ + display: block; + } + + #s-bl caption { + border-bottom: 0; + display: block; + } + + /* Hide table headers (but not display: none;, for accessibility) */ + #s-bl thead tr{ + position: absolute; + top: -9999px; + left: -9999px; + } + + #s-bl tr{ + border-top: 1px solid var(--cc-cookie-table-border); + } + + #s-bl td { + /* Behave like a "row" */ + border: none; + position: relative; + padding-left: 35%; + } + + #s-bl td:before { + position: absolute; + left: 1rem; + padding-right: 0.625em; + white-space: nowrap; + content: attr(data-column); + color: var(--cc-text); + overflow: hidden; + text-overflow: ellipsis; + } + + #cm .c-bn, + .cc_div .c-bn{ + width: 100%; + margin-right: 0; + } + + #s-cnt #s-rall-bn{ + margin-left: 0; + } + + .cc_div #c-bns{ + flex-direction: column; + } + + #c-bns button + button, + #s-cnt button + button{ + margin-top: 0.625em; + margin-left: 0; + float: unset; + } + + #cm.cloud, + #cm.box{ + left: 1em; + right: 1em; + width: auto; + } + + #cm.cloud.right, + #cm.cloud.left{ + margin: 0; 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Correct the odd `em` font sizing in all browsers. */ +code, kbd, samp { font-family: monospace, monospace; /* 1 */ font-size: 1em; /* 2 */ } + +/** Add the correct font size in all browsers. */ +small { font-size: 80%; } + +/** Prevent `sub` and `sup` elements from affecting the line height in all browsers. */ +sub, sup { font-size: 75%; line-height: 0; position: relative; vertical-align: baseline; } + +sub { bottom: -0.25em; } + +sup { top: -0.5em; } + +/* Embedded content ========================================================================== */ +/** Remove the border on images inside links in IE 10. */ +img { border-style: none; } + +/* Forms ========================================================================== */ +/** 1. Change the font styles in all browsers. 2. Remove the margin in Firefox and Safari. */ +button, input, optgroup, select, textarea { font-family: inherit; /* 1 */ font-size: 100%; /* 1 */ line-height: 1.15; /* 1 */ margin: 0; /* 2 */ } + +/** Show the overflow in IE. 1. Show the overflow in Edge. */ +button, input { /* 1 */ overflow: visible; } + +/** Remove the inheritance of text transform in Edge, Firefox, and IE. 1. Remove the inheritance of text transform in Firefox. */ +button, select { /* 1 */ text-transform: none; } + +/** Correct the inability to style clickable types in iOS and Safari. */ +button, [type="button"], [type="reset"], [type="submit"] { -webkit-appearance: button; } + +/** Remove the inner border and padding in Firefox. */ +button::-moz-focus-inner, [type="button"]::-moz-focus-inner, [type="reset"]::-moz-focus-inner, [type="submit"]::-moz-focus-inner { border-style: none; padding: 0; } + +/** Restore the focus styles unset by the previous rule. */ +button:-moz-focusring, [type="button"]:-moz-focusring, [type="reset"]:-moz-focusring, [type="submit"]:-moz-focusring { outline: 1px dotted ButtonText; } + +/** Correct the padding in Firefox. */ +fieldset { padding: 0.35em 0.75em 0.625em; } + +/** 1. Correct the text wrapping in Edge and IE. 2. Correct the color inheritance from `fieldset` elements in IE. 3. Remove the padding so developers are not caught out when they zero out `fieldset` elements in all browsers. */ +legend { box-sizing: border-box; /* 1 */ color: inherit; /* 2 */ display: table; /* 1 */ max-width: 100%; /* 1 */ padding: 0; /* 3 */ white-space: normal; /* 1 */ } + +/** Add the correct vertical alignment in Chrome, Firefox, and Opera. */ +progress { vertical-align: baseline; } + +/** Remove the default vertical scrollbar in IE 10+. */ +textarea { overflow: auto; } + +/** 1. Add the correct box sizing in IE 10. 2. Remove the padding in IE 10. */ +[type="checkbox"], [type="radio"] { box-sizing: border-box; /* 1 */ padding: 0; /* 2 */ } + +/** Correct the cursor style of increment and decrement buttons in Chrome. */ +[type="number"]::-webkit-inner-spin-button, [type="number"]::-webkit-outer-spin-button { height: auto; } + +/** 1. Correct the odd appearance in Chrome and Safari. 2. Correct the outline style in Safari. */ +[type="search"] { -webkit-appearance: textfield; /* 1 */ outline-offset: -2px; /* 2 */ } + +/** Remove the inner padding in Chrome and Safari on macOS. */ +[type="search"]::-webkit-search-decoration { -webkit-appearance: none; } + +/** 1. Correct the inability to style clickable types in iOS and Safari. 2. Change font properties to `inherit` in Safari. */ +::-webkit-file-upload-button { -webkit-appearance: button; /* 1 */ font: inherit; /* 2 */ } + +/* Interactive ========================================================================== */ +/* Add the correct display in Edge, IE 10+, and Firefox. */ +details { display: block; } + +/* Add the correct display in all browsers. */ +summary { display: list-item; } + +/* Misc ========================================================================== */ +/** Add the correct display in IE 10+. */ +template { display: none; } + +/** Add the correct display in IE 10. */ +[hidden] { display: none; } + +:root { color-scheme: dark; } + +* { box-sizing: border-box; } + +html { font-size: 0.875rem !important; scroll-behavior: smooth; } +@media (min-width: 31.25rem) { html { font-size: 1rem !important; } } + +body { font-family: system-ui, -apple-system, blinkmacsystemfont, "Segoe UI", roboto, "Helvetica Neue", arial, sans-serif; font-size: inherit; line-height: 1.4; color: #e6e1e8; background-color: #27262b; overflow-wrap: break-word; } + +ol, ul, dl, pre, address, blockquote, table, div, hr, form, fieldset, noscript .table-wrapper { margin-top: 0; } + +h1, h2, h3, h4, h5, h6, #toctitle { margin-top: 0; margin-bottom: 1em; font-weight: 500; line-height: 1.25; color: #f5f6fa; } + +p { margin-top: 1em; margin-bottom: 1em; } + +a { color: #2c84fa; text-decoration: none; } + +a:not([class]) { text-decoration: underline; text-decoration-color: #44434d; text-underline-offset: 2px; } +a:not([class]):hover { text-decoration-color: rgba(44, 132, 250, 0.45); } + +code { font-family: "SFMono-Regular", menlo, consolas, monospace; font-size: 0.75em; line-height: 1.4; } + +figure, pre { margin: 0; } + +li { margin: 0.25em 0; } + +img { max-width: 100%; height: auto; } + +hr { height: 1px; padding: 0; margin: 2rem 0; background-color: #44434d; border: 0; } + +blockquote { margin: 10px 0; margin-block-start: 0; margin-inline-start: 0; padding-left: 1rem; border-left: 3px solid #44434d; } + +.side-bar { z-index: 0; display: flex; flex-wrap: wrap; background-color: #27262b; } +@media (min-width: 50rem) { .side-bar { flex-flow: column nowrap; position: fixed; width: 15.5rem; height: 100%; border-right: 1px solid #44434d; align-items: flex-end; } } +@media (min-width: 66.5rem) { .side-bar { width: calc((100% - 66.5rem) / 2 + 16.5rem); min-width: 16.5rem; } } + +@media (min-width: 50rem) { .main { position: relative; max-width: 50rem; margin-left: 15.5rem; } } +@media (min-width: 66.5rem) { .main { margin-left: Max(16.5rem, calc((100% - 66.5rem) / 2 + 16.5rem)); } } + +.main-content-wrap { padding-right: 1rem; padding-left: 1rem; padding-top: 1rem; padding-bottom: 1rem; } +@media (min-width: 50rem) { .main-content-wrap { padding-right: 2rem; padding-left: 2rem; } } +@media (min-width: 50rem) { .main-content-wrap { padding-top: 2rem; padding-bottom: 2rem; } } + +.main-header { z-index: 0; display: none; background-color: #27262b; } +@media (min-width: 50rem) { .main-header { display: flex; justify-content: space-between; height: 3.75rem; background-color: #27262b; border-bottom: 1px solid #44434d; } } +.main-header.nav-open { display: block; } +@media (min-width: 50rem) { .main-header.nav-open { display: flex; } } + +.site-nav, .site-header, .site-footer { width: 100%; } +@media (min-width: 66.5rem) { .site-nav, .site-header, .site-footer { width: 16.5rem; } } + +.site-nav { display: none; } +.site-nav.nav-open { display: block; } +@media (min-width: 50rem) { .site-nav { display: block; padding-top: 3rem; padding-bottom: 1rem; overflow-y: auto; flex: 1 1 auto; } } + +.site-header { display: flex; min-height: 3.75rem; align-items: center; } +@media (min-width: 50rem) { .site-header { height: 3.75rem; max-height: 3.75rem; border-bottom: 1px solid #44434d; } } + +.site-title { padding-right: 1rem; padding-left: 1rem; flex-grow: 1; display: flex; height: 100%; align-items: center; padding-top: 0.75rem; padding-bottom: 0.75rem; color: #f5f6fa; font-size: 1.125rem !important; } +@media (min-width: 50rem) { .site-title { padding-right: 2rem; padding-left: 2rem; } } +@media (min-width: 31.25rem) { .site-title { font-size: 1.5rem !important; line-height: 1.25; } } +@media (min-width: 50rem) { .site-title { padding-top: 0.5rem; padding-bottom: 0.5rem; } } + +.site-logo { width: 100%; height: 100%; background-image: url("/v1.0/assets/logo.svg"); background-repeat: no-repeat; background-position: left center; background-size: contain; } + +.site-button { display: flex; height: 100%; padding: 1rem; align-items: center; } + +@media (min-width: 50rem) { .site-header .site-button { display: none; } } +.site-title:hover { background-image: linear-gradient(-90deg, #201f23 0%, rgba(32, 31, 35, 0.8) 80%, rgba(32, 31, 35, 0) 100%); } + +.site-button:hover { background-image: linear-gradient(-90deg, #201f23 0%, rgba(32, 31, 35, 0.8) 100%); } + +body { position: relative; padding-bottom: 4rem; overflow-y: scroll; } +@media (min-width: 50rem) { body { position: static; padding-bottom: 0; } } + +.site-footer { padding-right: 1rem; padding-left: 1rem; position: absolute; bottom: 0; left: 0; padding-top: 1rem; padding-bottom: 1rem; color: #959396; font-size: 0.6875rem !important; } +@media (min-width: 50rem) { .site-footer { padding-right: 2rem; padding-left: 2rem; } } +@media (min-width: 31.25rem) { .site-footer { font-size: 0.75rem !important; } } +@media (min-width: 50rem) { .site-footer { position: static; justify-self: end; } } + +.icon { width: 1.5rem; height: 1.5rem; color: #2c84fa; } + +.main-content { line-height: 1.6; } +.main-content ol, .main-content ul, .main-content dl, .main-content pre, .main-content address, .main-content blockquote, .main-content .table-wrapper { margin-top: 0.5em; } +.main-content a { overflow: hidden; text-overflow: ellipsis; } +.main-content ul, .main-content ol { padding-left: 1.5em; } +.main-content li .highlight { margin-top: 0.25rem; } +.main-content ol { list-style-type: none; counter-reset: step-counter; } +.main-content ol > li { position: relative; } +.main-content ol > li::before { position: absolute; top: 0.2em; left: -1.6em; color: #959396; content: counter(step-counter); counter-increment: step-counter; font-size: 0.75rem !important; } +@media (min-width: 31.25rem) { .main-content ol > li::before { font-size: 0.875rem !important; } } +@media (min-width: 31.25rem) { .main-content ol > li::before { top: 0.11em; } } +.main-content ol > li ol { counter-reset: sub-counter; } +.main-content ol > li ol > li::before { content: counter(sub-counter,lower-alpha); counter-increment: sub-counter; } +.main-content ul { list-style: none; } +.main-content ul > li::before { position: absolute; margin-left: -1.4em; color: #959396; content: "•"; } +.main-content .task-list-item::before { content: ""; } +.main-content .task-list-item-checkbox { margin-right: 0.6em; margin-left: -1.4em; } +.main-content hr + * { margin-top: 0; } +.main-content h1:first-of-type { margin-top: 0.5em; } +.main-content dl { display: grid; grid-template: auto / 10em 1fr; } +.main-content dt, .main-content dd { margin: 0.25em 0; } +.main-content dt { grid-column: 1; font-weight: 500; text-align: right; } +.main-content dt::after { content: ":"; } +.main-content dd { grid-column: 2; margin-bottom: 0; margin-left: 1em; } +.main-content dd blockquote:first-child, .main-content dd div:first-child, .main-content dd dl:first-child, .main-content dd dt:first-child, .main-content dd h1:first-child, .main-content dd h2:first-child, .main-content dd h3:first-child, .main-content dd h4:first-child, .main-content dd h5:first-child, .main-content dd h6:first-child, .main-content dd li:first-child, .main-content dd ol:first-child, .main-content dd p:first-child, .main-content dd pre:first-child, .main-content dd table:first-child, .main-content dd ul:first-child, .main-content dd .table-wrapper:first-child { margin-top: 0; } +.main-content dd dl:first-child dt:first-child, .main-content dd dl:first-child dd:nth-child(2), .main-content ol dl:first-child dt:first-child, .main-content ol dl:first-child dd:nth-child(2), .main-content ul dl:first-child dt:first-child, .main-content ul dl:first-child dd:nth-child(2) { margin-top: 0; } +.main-content .anchor-heading { position: absolute; right: -1rem; width: 1.5rem; height: 100%; padding-right: 0.25rem; padding-left: 0.25rem; overflow: visible; } +@media (min-width: 50rem) { .main-content .anchor-heading { right: auto; left: -1.5rem; } } +.main-content .anchor-heading svg { display: inline-block; width: 100%; height: 100%; color: #2c84fa; visibility: hidden; } +.main-content .anchor-heading:hover svg, .main-content .anchor-heading:focus svg, .main-content h1:hover > .anchor-heading svg, .main-content h2:hover > .anchor-heading svg, .main-content h3:hover > .anchor-heading svg, .main-content h4:hover > .anchor-heading svg, .main-content h5:hover > .anchor-heading svg, .main-content h6:hover > .anchor-heading svg { visibility: visible; } +.main-content summary { cursor: pointer; } +.main-content h1, .main-content h2, .main-content h3, .main-content h4, .main-content h5, .main-content h6, .main-content #toctitle { position: relative; margin-top: 1.5em; margin-bottom: 0.25em; } +.main-content h1 + table, .main-content h1 + .table-wrapper, .main-content h1 + .code-example, .main-content h1 + .highlighter-rouge, .main-content h1 + .sectionbody .listingblock, .main-content h2 + table, .main-content h2 + .table-wrapper, .main-content h2 + .code-example, .main-content h2 + .highlighter-rouge, .main-content h2 + .sectionbody .listingblock, .main-content h3 + table, .main-content h3 + .table-wrapper, .main-content h3 + .code-example, .main-content h3 + .highlighter-rouge, .main-content h3 + .sectionbody .listingblock, .main-content h4 + table, .main-content h4 + .table-wrapper, .main-content h4 + .code-example, .main-content h4 + .highlighter-rouge, .main-content h4 + .sectionbody .listingblock, .main-content h5 + table, .main-content h5 + .table-wrapper, .main-content h5 + .code-example, .main-content h5 + .highlighter-rouge, .main-content h5 + .sectionbody .listingblock, .main-content h6 + table, .main-content h6 + .table-wrapper, .main-content h6 + .code-example, .main-content h6 + .highlighter-rouge, .main-content h6 + .sectionbody .listingblock, .main-content #toctitle + table, .main-content #toctitle + .table-wrapper, .main-content #toctitle + .code-example, .main-content #toctitle + .highlighter-rouge, .main-content #toctitle + .sectionbody .listingblock { margin-top: 1em; } +.main-content h1 + p:not(.label), .main-content h2 + p:not(.label), .main-content h3 + p:not(.label), .main-content h4 + p:not(.label), .main-content h5 + p:not(.label), .main-content h6 + p:not(.label), .main-content #toctitle + p:not(.label) { margin-top: 0; } +.main-content > h1:first-child, .main-content > h2:first-child, .main-content > h3:first-child, .main-content > h4:first-child, .main-content > h5:first-child, .main-content > h6:first-child, .main-content > .sect1:first-child > h2, .main-content > .sect2:first-child > h3, .main-content > .sect3:first-child > h4, .main-content > .sect4:first-child > h5, .main-content > .sect5:first-child > h6 { margin-top: 0.5rem; } + +.nav-list { padding: 0; margin-top: 0; margin-bottom: 0; list-style: none; } +.nav-list .nav-list-item { font-size: 0.875rem !important; position: relative; margin: 0; } +@media (min-width: 31.25rem) { .nav-list .nav-list-item { font-size: 1rem !important; } } +@media (min-width: 50rem) { .nav-list .nav-list-item { font-size: 0.75rem !important; } } +@media (min-width: 50rem) and (min-width: 31.25rem) { .nav-list .nav-list-item { font-size: 0.875rem !important; } } + +.nav-list .nav-list-item .nav-list-link { display: block; min-height: 3rem; padding-top: 0.25rem; padding-bottom: 0.25rem; line-height: 2.5rem; padding-right: 3rem; padding-left: 1rem; } +@media (min-width: 50rem) { .nav-list .nav-list-item .nav-list-link { min-height: 2rem; line-height: 1.5rem; padding-right: 2rem; padding-left: 2rem; } } +.nav-list .nav-list-item .nav-list-link.external > svg { width: 1rem; height: 1rem; vertical-align: text-bottom; } +.nav-list .nav-list-item .nav-list-link.active { font-weight: 600; text-decoration: none; } +.nav-list .nav-list-item .nav-list-link:hover, .nav-list .nav-list-item .nav-list-link.active { background-image: linear-gradient(-90deg, #201f23 0%, rgba(32, 31, 35, 0.8) 80%, rgba(32, 31, 35, 0) 100%); } +.nav-list .nav-list-item .nav-list-expander { position: absolute; right: 0; width: 3rem; height: 3rem; padding: 0.75rem; color: #2c84fa; } +@media (min-width: 50rem) { .nav-list .nav-list-item .nav-list-expander { width: 2rem; height: 2rem; padding: 0.5rem; } } +.nav-list .nav-list-item .nav-list-expander:hover { background-image: linear-gradient(-90deg, #201f23 0%, rgba(32, 31, 35, 0.8) 100%); } +.nav-list .nav-list-item .nav-list-expander svg { transform: rotate(90deg); } +.nav-list .nav-list-item > .nav-list { display: none; padding-left: 0.75rem; list-style: none; } +.nav-list .nav-list-item > .nav-list .nav-list-item { position: relative; } +.nav-list .nav-list-item > .nav-list .nav-list-item .nav-list-link { color: #959396; } +.nav-list .nav-list-item > .nav-list .nav-list-item .nav-list-expander { color: #959396; } +.nav-list .nav-list-item.active > .nav-list-expander svg { transform: rotate(-90deg); } +.nav-list .nav-list-item.active > .nav-list { display: block; } + +.nav-category { padding: 0.5rem 1rem; font-weight: 600; text-align: start; text-transform: uppercase; border-bottom: 1px solid #44434d; font-size: 0.6875rem !important; } +@media (min-width: 31.25rem) { .nav-category { font-size: 0.75rem !important; } } +@media (min-width: 50rem) { .nav-category { padding: 0.5rem 2rem; margin-top: 1rem; text-align: start; } + .nav-category:first-child { margin-top: 0; } } + +.nav-list.nav-category-list > .nav-list-item { margin: 0; } +.nav-list.nav-category-list > .nav-list-item > .nav-list { padding: 0; } +.nav-list.nav-category-list > .nav-list-item > .nav-list > .nav-list-item > .nav-list-link { color: #2c84fa; } +.nav-list.nav-category-list > .nav-list-item > .nav-list > .nav-list-item > .nav-list-expander { color: #2c84fa; } + +.aux-nav { height: 100%; overflow-x: auto; font-size: 0.6875rem !important; } +@media (min-width: 31.25rem) { .aux-nav { font-size: 0.75rem !important; } } +.aux-nav .aux-nav-list { display: flex; height: 100%; padding: 0; margin: 0; list-style: none; } +.aux-nav .aux-nav-list-item { display: inline-block; height: 100%; padding: 0; margin: 0; } +@media (min-width: 50rem) { .aux-nav { padding-right: 1rem; } } + +@media (min-width: 50rem) { .breadcrumb-nav { margin-top: -1rem; } } + +.breadcrumb-nav-list { padding-left: 0; margin-bottom: 0.75rem; list-style: none; } + +.breadcrumb-nav-list-item { display: table-cell; font-size: 0.6875rem !important; } +@media (min-width: 31.25rem) { .breadcrumb-nav-list-item { font-size: 0.75rem !important; } } +.breadcrumb-nav-list-item::before { display: none; } +.breadcrumb-nav-list-item::after { display: inline-block; margin-right: 0.5rem; margin-left: 0.5rem; color: #959396; content: "/"; } +.breadcrumb-nav-list-item:last-child::after { content: ""; } + +h1, .text-alpha { font-size: 2rem !important; line-height: 1.25; font-weight: 300; } +@media (min-width: 31.25rem) { h1, .text-alpha { font-size: 2.25rem !important; } } + +h2, .text-beta, #toctitle { font-size: 1.125rem !important; } +@media (min-width: 31.25rem) { h2, .text-beta, #toctitle { font-size: 1.5rem !important; line-height: 1.25; } } + +h3, .text-gamma { font-size: 1rem !important; } +@media (min-width: 31.25rem) { h3, .text-gamma { font-size: 1.125rem !important; } } + +h4, .text-delta { font-size: 0.6875rem !important; font-weight: 400; text-transform: uppercase; letter-spacing: 0.1em; } +@media (min-width: 31.25rem) { h4, .text-delta { font-size: 0.75rem !important; } } + +h4 code { text-transform: none; } + +h5, .text-epsilon { font-size: 0.75rem !important; } +@media (min-width: 31.25rem) { h5, .text-epsilon { font-size: 0.875rem !important; } } + +h6, .text-zeta { font-size: 0.6875rem !important; } +@media (min-width: 31.25rem) { h6, .text-zeta { font-size: 0.75rem !important; } } + +.text-small { font-size: 0.6875rem !important; } +@media (min-width: 31.25rem) { .text-small { font-size: 0.75rem !important; } } + +.text-mono { font-family: "SFMono-Regular", menlo, consolas, monospace !important; } + +.text-left { text-align: left !important; } + +.text-center { text-align: center !important; } + +.text-right { text-align: right !important; } + +.label:not(g), .label-blue:not(g) { display: inline-block; padding: 0.16em 0.56em; margin-right: 0.5rem; margin-left: 0.5rem; color: #fff; text-transform: uppercase; vertical-align: middle; background-color: #2869e6; font-size: 0.6875rem !important; border-radius: 12px; } +@media (min-width: 31.25rem) { .label:not(g), .label-blue:not(g) { font-size: 0.75rem !important; } } + +.label-green:not(g) { background-color: #009c7b; } + +.label-purple:not(g) { background-color: #5e41d0; } + +.label-red:not(g) { background-color: #e94c4c; } + +.label-yellow:not(g) { color: #44434d; background-color: #f7d12e; } + +.btn { display: inline-block; box-sizing: border-box; padding: 0.3em 1em; margin: 0; font-family: inherit; font-size: inherit; font-weight: 500; line-height: 1.5; color: #2c84fa; text-decoration: none; vertical-align: baseline; cursor: pointer; background-color: #302d36; border-width: 0; border-radius: 4px; box-shadow: 0 1px 2px rgba(0, 0, 0, 0.12), 0 3px 10px rgba(0, 0, 0, 0.08); appearance: none; } +.btn:focus { text-decoration: none; outline: none; box-shadow: 0 0 0 3px rgba(0, 0, 255, 0.25); } +.btn:focus:hover, .btn.selected:focus { box-shadow: 0 0 0 3px rgba(0, 0, 255, 0.25); } +.btn:hover, .btn.zeroclipboard-is-hover { color: #227efa; } +.btn:hover, .btn:active, .btn.zeroclipboard-is-hover, .btn.zeroclipboard-is-active { text-decoration: none; background-color: #2e2b33; } +.btn:active, .btn.selected, .btn.zeroclipboard-is-active { background-color: #29262e; background-image: none; box-shadow: inset 0 2px 4px rgba(0, 0, 0, 0.15); } +.btn.selected:hover { background-color: #cfcfcf; } +.btn:disabled, .btn:disabled:hover, .btn.disabled, .btn.disabled:hover { color: rgba(102, 102, 102, 0.5); cursor: default; background-color: rgba(229, 229, 229, 0.5); background-image: none; box-shadow: none; } + +.btn-outline { color: #2c84fa; background: transparent; box-shadow: inset 0 0 0 2px #e6e1e8; } +.btn-outline:hover, .btn-outline:active, .btn-outline.zeroclipboard-is-hover, .btn-outline.zeroclipboard-is-active { color: #1878fa; text-decoration: none; background-color: transparent; box-shadow: inset 0 0 0 3px #e6e1e8; } +.btn-outline:focus { text-decoration: none; outline: none; box-shadow: inset 0 0 0 2px #5c5962, 0 0 0 3px rgba(0, 0, 255, 0.25); } +.btn-outline:focus:hover, .btn-outline.selected:focus { box-shadow: inset 0 0 0 2px #5c5962; } + +.btn-primary { color: #fff; background-color: #2448a7; background-image: linear-gradient(#2b55c4, #2448a7); box-shadow: 0 1px 3px rgba(0, 0, 0, 0.25), 0 4px 10px rgba(0, 0, 0, 0.12); } +.btn-primary:hover, .btn-primary.zeroclipboard-is-hover { color: #fff; background-color: #22459e; background-image: linear-gradient(#2850b7, #22459e); } +.btn-primary:active, .btn-primary.selected, .btn-primary.zeroclipboard-is-active { background-color: #21439a; background-image: none; box-shadow: inset 0 2px 4px rgba(0, 0, 0, 0.15); } +.btn-primary.selected:hover { background-color: #1d3a85; } + +.btn-purple { color: #fff; background-color: #5739ce; background-image: linear-gradient(#6f55d5, #5739ce); box-shadow: 0 1px 3px rgba(0, 0, 0, 0.25), 0 4px 10px rgba(0, 0, 0, 0.12); } +.btn-purple:hover, .btn-purple.zeroclipboard-is-hover { color: #fff; background-color: #5132cb; background-image: linear-gradient(#6549d2, #5132cb); } +.btn-purple:active, .btn-purple.selected, .btn-purple.zeroclipboard-is-active { background-color: #4f31c6; background-image: none; box-shadow: inset 0 2px 4px rgba(0, 0, 0, 0.15); } +.btn-purple.selected:hover { background-color: #472cb2; } + +.btn-blue { color: #fff; background-color: #227efa; background-image: linear-gradient(#4593fb, #227efa); box-shadow: 0 1px 3px rgba(0, 0, 0, 0.25), 0 4px 10px rgba(0, 0, 0, 0.12); } +.btn-blue:hover, .btn-blue.zeroclipboard-is-hover { color: #fff; background-color: #1878fa; background-image: linear-gradient(#368afa, #1878fa); } +.btn-blue:active, .btn-blue.selected, .btn-blue.zeroclipboard-is-active { background-color: #1375f9; background-image: none; box-shadow: inset 0 2px 4px rgba(0, 0, 0, 0.15); } +.btn-blue.selected:hover { background-color: #0669ed; } + +.btn-green { color: #fff; background-color: #10ac7d; background-image: linear-gradient(#13cc95, #10ac7d); box-shadow: 0 1px 3px rgba(0, 0, 0, 0.25), 0 4px 10px rgba(0, 0, 0, 0.12); } +.btn-green:hover, .btn-green.zeroclipboard-is-hover { color: #fff; background-color: #0fa276; background-image: linear-gradient(#12be8b, #0fa276); } +.btn-green:active, .btn-green.selected, .btn-green.zeroclipboard-is-active { background-color: #0f9e73; background-image: none; box-shadow: inset 0 2px 4px rgba(0, 0, 0, 0.15); } +.btn-green.selected:hover { background-color: #0d8662; } + +.btn-reset { background: none; border: none; margin: 0; text-align: inherit; font: inherit; border-radius: 0; appearance: none; } + +.search { position: relative; z-index: 2; flex-grow: 1; height: 4rem; padding: 0.5rem; transition: padding linear 200ms; } +@media (min-width: 50rem) { .search { position: relative !important; width: auto !important; height: 100% !important; padding: 0; transition: none; } } + +.search-input-wrap { position: relative; z-index: 1; height: 3rem; overflow: hidden; border-radius: 4px; box-shadow: 0 1px 2px rgba(0, 0, 0, 0.12), 0 3px 10px rgba(0, 0, 0, 0.08); transition: height linear 200ms; } +@media (min-width: 50rem) { .search-input-wrap { position: absolute; width: 100%; max-width: 33.5rem; height: 100% !important; border-radius: 0; box-shadow: none; transition: width ease 400ms; } } + +.search-input { position: absolute; width: 100%; height: 100%; padding: 0.5rem 1rem 0.5rem 2.5rem; font-size: 1rem; color: #e6e1e8; background-color: #302d36; border-top: 0; border-right: 0; border-bottom: 0; border-left: 0; border-radius: 0; } +@media (min-width: 50rem) { .search-input { padding: 0.5rem 1rem 0.5rem 3.5rem; font-size: 0.875rem; background-color: #27262b; transition: padding-left linear 200ms; } } +.search-input:focus { outline: 0; } +.search-input:focus + .search-label .search-icon { color: #2c84fa; } + +.search-label { position: absolute; display: flex; height: 100%; padding-left: 1rem; } +@media (min-width: 50rem) { .search-label { padding-left: 2rem; transition: padding-left linear 200ms; } } +.search-label .search-icon { width: 1.2rem; height: 1.2rem; align-self: center; color: #959396; } + +.search-results { position: absolute; left: 0; display: none; width: 100%; max-height: calc(100% - 4rem); overflow-y: auto; background-color: #302d36; border-bottom-right-radius: 4px; border-bottom-left-radius: 4px; box-shadow: 0 1px 2px rgba(0, 0, 0, 0.12), 0 3px 10px rgba(0, 0, 0, 0.08); } +@media (min-width: 50rem) { .search-results { top: 100%; width: 33.5rem; max-height: calc(100vh - 200%) !important; } } + +.search-results-list { padding-left: 0; margin-bottom: 0.25rem; list-style: none; font-size: 0.875rem !important; } +@media (min-width: 31.25rem) { .search-results-list { font-size: 1rem !important; } } +@media (min-width: 50rem) { .search-results-list { font-size: 0.75rem !important; } } +@media (min-width: 50rem) and (min-width: 31.25rem) { .search-results-list { font-size: 0.875rem !important; } } + +.search-results-list-item { padding: 0; margin: 0; } + +.search-result { display: block; padding: 0.25rem 0.75rem; } +.search-result:hover, .search-result.active { background-color: #201f23; } + +.search-result-title { display: block; padding-top: 0.5rem; padding-bottom: 0.5rem; } +@media (min-width: 31.25rem) { .search-result-title { display: inline-block; width: 40%; padding-right: 0.5rem; vertical-align: top; } } + +.search-result-doc { display: flex; align-items: center; word-wrap: break-word; } +.search-result-doc.search-result-doc-parent { opacity: 0.5; font-size: 0.75rem !important; } +@media (min-width: 31.25rem) { .search-result-doc.search-result-doc-parent { font-size: 0.875rem !important; } } +@media (min-width: 50rem) { .search-result-doc.search-result-doc-parent { font-size: 0.6875rem !important; } } +@media (min-width: 50rem) and (min-width: 31.25rem) { .search-result-doc.search-result-doc-parent { font-size: 0.75rem !important; } } + +.search-result-doc .search-result-icon { width: 1rem; height: 1rem; margin-right: 0.5rem; color: #2c84fa; flex-shrink: 0; } +.search-result-doc .search-result-doc-title { overflow: auto; } + +.search-result-section { margin-left: 1.5rem; word-wrap: break-word; } + +.search-result-rel-url { display: block; margin-left: 1.5rem; overflow: hidden; color: #959396; text-overflow: ellipsis; white-space: nowrap; font-size: 0.5625rem !important; } +@media (min-width: 31.25rem) { .search-result-rel-url { font-size: 0.625rem !important; } } + +.search-result-previews { display: block; padding-top: 0.5rem; padding-bottom: 0.5rem; padding-left: 1rem; margin-left: 0.5rem; color: #959396; word-wrap: break-word; border-left: 1px solid; border-left-color: #44434d; font-size: 0.6875rem !important; } +@media (min-width: 31.25rem) { .search-result-previews { font-size: 0.75rem !important; } } +@media (min-width: 31.25rem) { .search-result-previews { display: inline-block; width: 60%; padding-left: 0.5rem; margin-left: 0; vertical-align: top; } } + +.search-result-preview + .search-result-preview { margin-top: 0.25rem; } + +.search-result-highlight { font-weight: bold; } + +.search-no-result { padding: 0.5rem 0.75rem; font-size: 0.75rem !important; } +@media (min-width: 31.25rem) { .search-no-result { font-size: 0.875rem !important; } } + +.search-button { position: fixed; right: 1rem; bottom: 1rem; display: flex; width: 3.5rem; height: 3.5rem; background-color: #302d36; border: 1px solid rgba(44, 132, 250, 0.3); border-radius: 1.75rem; box-shadow: 0 1px 2px rgba(0, 0, 0, 0.12), 0 3px 10px rgba(0, 0, 0, 0.08); align-items: center; justify-content: center; } + +.search-overlay { position: fixed; top: 0; left: 0; z-index: 1; width: 0; height: 0; background-color: rgba(0, 0, 0, 0.3); opacity: 0; transition: opacity ease 400ms, width 0s 400ms, height 0s 400ms; } + +.search-active .search { position: fixed; top: 0; left: 0; width: 100%; height: 100%; padding: 0; } +.search-active .search-input-wrap { height: 4rem; border-radius: 0; } +@media (min-width: 50rem) { .search-active .search-input-wrap { width: 33.5rem; box-shadow: 0 1px 2px rgba(0, 0, 0, 0.12), 0 3px 10px rgba(0, 0, 0, 0.08); } } +.search-active .search-input { background-color: #302d36; } +@media (min-width: 50rem) { .search-active .search-input { padding-left: 2.3rem; } } +@media (min-width: 50rem) { .search-active .search-label { padding-left: 0.6rem; } } +.search-active .search-results { display: block; } +.search-active .search-overlay { width: 100%; height: 100%; opacity: 1; transition: opacity ease 400ms, width 0s, height 0s; } +@media (min-width: 50rem) { .search-active .main { position: fixed; right: 0; left: 0; } } +.search-active .main-header { padding-top: 4rem; } +@media (min-width: 50rem) { .search-active .main-header { padding-top: 0; } } + +.table-wrapper { display: block; width: 100%; max-width: 100%; margin-bottom: 1.5rem; overflow-x: auto; border-radius: 4px; box-shadow: 0 1px 2px rgba(0, 0, 0, 0.12), 0 3px 10px rgba(0, 0, 0, 0.08); } + +table { display: table; min-width: 100%; border-collapse: separate; } + +th, td { font-size: 0.75rem !important; min-width: 7.5rem; padding: 0.5rem 0.75rem; background-color: #302d36; border-bottom: 1px solid rgba(68, 67, 77, 0.5); border-left: 1px solid #44434d; } +@media (min-width: 31.25rem) { th, td { font-size: 0.875rem !important; } } +th:first-of-type, td:first-of-type { border-left: 0; } + +tbody tr:last-of-type th, tbody tr:last-of-type td { border-bottom: 0; } +tbody tr:last-of-type td { padding-bottom: 0.75rem; } + +thead th { border-bottom: 1px solid #44434d; } + +:not(pre, figure) > code { padding: 0.2em 0.15em; font-weight: 400; background-color: #31343f; border: 1px solid #44434d; border-radius: 4px; } + +a:visited code { border-color: #44434d; } + +div.highlighter-rouge, div.listingblock > div.content, figure.highlight { margin-top: 0; margin-bottom: 0.75rem; background-color: #31343f; border-radius: 4px; box-shadow: none; -webkit-overflow-scrolling: touch; position: relative; padding: 0; } +div.highlighter-rouge > button, div.listingblock > div.content > button, figure.highlight > button { width: 0.75rem; opacity: 0; position: absolute; top: 0; right: 0; border: 0.75rem solid #31343f; background-color: #31343f; color: #e6e1e8; box-sizing: content-box; } +div.highlighter-rouge > button svg, div.listingblock > div.content > button svg, figure.highlight > button svg { fill: #e6e1e8; } +div.highlighter-rouge > button:active, div.listingblock > div.content > button:active, figure.highlight > button:active { text-decoration: none; outline: none; opacity: 1; } +div.highlighter-rouge > button:focus, div.listingblock > div.content > button:focus, figure.highlight > button:focus { opacity: 1; } +div.highlighter-rouge:hover > button, div.listingblock > div.content:hover > button, figure.highlight:hover > button { cursor: copy; opacity: 1; } + +div.highlighter-rouge div.highlight { overflow-x: auto; padding: 0.75rem; margin: 0; border: 0; } +div.highlighter-rouge pre.highlight, div.highlighter-rouge code { padding: 0; margin: 0; border: 0; } + +div.listingblock { margin-top: 0; margin-bottom: 0.75rem; } +div.listingblock div.content { overflow-x: auto; padding: 0.75rem; margin: 0; border: 0; } +div.listingblock div.content > pre, div.listingblock code { padding: 0; margin: 0; border: 0; } + +figure.highlight pre, figure.highlight :not(pre) > code { overflow-x: auto; padding: 0.75rem; margin: 0; border: 0; } + +.highlight .table-wrapper { padding: 0.75rem 0; margin: 0; border: 0; box-shadow: none; } +.highlight .table-wrapper td, .highlight .table-wrapper pre { font-size: 0.6875rem !important; min-width: 0; padding: 0; background-color: #31343f; border: 0; } +@media (min-width: 31.25rem) { .highlight .table-wrapper td, .highlight .table-wrapper pre { font-size: 0.75rem !important; } } +.highlight .table-wrapper td.gl { width: 1em; padding-right: 0.75rem; padding-left: 0.75rem; } +.highlight .table-wrapper pre { margin: 0; line-height: 2; } + +.code-example, .listingblock > .title { padding: 0.75rem; margin-bottom: 0.75rem; overflow: auto; border: 1px solid #44434d; border-radius: 4px; } +.code-example + .highlighter-rouge, .code-example + .sectionbody .listingblock, .code-example + .content, .code-example + figure.highlight, .listingblock > .title + .highlighter-rouge, .listingblock > .title + .sectionbody .listingblock, .listingblock > .title + .content, .listingblock > .title + figure.highlight { position: relative; margin-top: -1rem; border-right: 1px solid #44434d; border-bottom: 1px solid #44434d; border-left: 1px solid #44434d; border-top-left-radius: 0; border-top-right-radius: 0; } + +code.language-mermaid { padding: 0; background-color: inherit; border: 0; } + +.highlight, pre.highlight { background: #31343f; color: #dee2f7; } + +.highlight pre { background: #31343f; } + +.text-grey-dk-000 { color: #959396 !important; } + +.text-grey-dk-100 { color: #5c5962 !important; } + +.text-grey-dk-200 { color: #44434d !important; } + +.text-grey-dk-250 { color: #302d36 !important; } + +.text-grey-dk-300 { color: #27262b !important; } + +.text-grey-lt-000 { color: #f5f6fa !important; } + +.text-grey-lt-100 { color: #eeebee !important; } + +.text-grey-lt-200 { color: #ecebed !important; } + +.text-grey-lt-300 { color: #e6e1e8 !important; } + +.text-blue-000 { color: #2c84fa !important; } + +.text-blue-100 { color: #2869e6 !important; } + +.text-blue-200 { color: #264caf !important; } + +.text-blue-300 { color: #183385 !important; } + +.text-green-000 { color: #41d693 !important; } + +.text-green-100 { color: #11b584 !important; } + +.text-green-200 { color: #009c7b !important; } + +.text-green-300 { color: #026e57 !important; } + +.text-purple-000 { color: #7253ed !important; } + +.text-purple-100 { color: #5e41d0 !important; } + +.text-purple-200 { color: #4e26af !important; } + +.text-purple-300 { color: #381885 !important; } + +.text-yellow-000 { color: #ffeb82 !important; } + +.text-yellow-100 { color: #fadf50 !important; } + +.text-yellow-200 { color: #f7d12e !important; } + +.text-yellow-300 { color: #e7af06 !important; } + +.text-red-000 { color: #f77e7e !important; } + +.text-red-100 { color: #f96e65 !important; } + +.text-red-200 { color: #e94c4c !important; } + +.text-red-300 { color: #dd2e2e !important; } + +.bg-grey-dk-000 { background-color: #959396 !important; } + +.bg-grey-dk-100 { background-color: #5c5962 !important; } + +.bg-grey-dk-200 { background-color: #44434d !important; } + +.bg-grey-dk-250 { background-color: #302d36 !important; } + +.bg-grey-dk-300 { background-color: #27262b !important; } + +.bg-grey-lt-000 { background-color: #f5f6fa !important; } + +.bg-grey-lt-100 { background-color: #eeebee !important; } + +.bg-grey-lt-200 { background-color: #ecebed !important; } + +.bg-grey-lt-300 { background-color: #e6e1e8 !important; } + +.bg-blue-000 { background-color: #2c84fa !important; } + +.bg-blue-100 { background-color: #2869e6 !important; } + +.bg-blue-200 { background-color: #264caf !important; } + +.bg-blue-300 { background-color: #183385 !important; } + +.bg-green-000 { background-color: #41d693 !important; } + +.bg-green-100 { background-color: #11b584 !important; } + +.bg-green-200 { background-color: #009c7b !important; } + +.bg-green-300 { background-color: #026e57 !important; } + +.bg-purple-000 { background-color: #7253ed !important; } + +.bg-purple-100 { background-color: #5e41d0 !important; } + +.bg-purple-200 { background-color: #4e26af !important; } + +.bg-purple-300 { background-color: #381885 !important; } + +.bg-yellow-000 { background-color: #ffeb82 !important; } + +.bg-yellow-100 { background-color: #fadf50 !important; } + +.bg-yellow-200 { background-color: #f7d12e !important; } + +.bg-yellow-300 { background-color: #e7af06 !important; } + +.bg-red-000 { background-color: #f77e7e !important; } + +.bg-red-100 { background-color: #f96e65 !important; } + +.bg-red-200 { background-color: #e94c4c !important; } + +.bg-red-300 { background-color: #dd2e2e !important; } + +.d-block { display: block !important; } + +.d-flex { display: flex !important; } + +.d-inline { display: inline !important; } + +.d-inline-block { display: inline-block !important; } + +.d-none { display: none !important; } + +@media (min-width: 20rem) { .d-xs-block { display: block !important; } + .d-xs-flex { display: flex !important; } + .d-xs-inline { display: inline !important; } + .d-xs-inline-block { display: inline-block !important; } + .d-xs-none { display: none !important; } } +@media (min-width: 20rem) { .d-xs-block { display: block !important; } + .d-xs-flex { display: flex !important; } + .d-xs-inline { display: inline !important; } + .d-xs-inline-block { display: inline-block !important; } + .d-xs-none { display: none !important; } } +@media (min-width: 20rem) { .d-xs-block { display: block !important; } + .d-xs-flex { display: flex !important; } + .d-xs-inline { display: inline !important; } + .d-xs-inline-block { display: inline-block !important; } + .d-xs-none { display: none !important; } } +@media (min-width: 20rem) { .d-xs-block { display: block !important; } + .d-xs-flex { display: flex !important; } + .d-xs-inline { display: inline !important; } + .d-xs-inline-block { display: inline-block !important; } + .d-xs-none { display: none !important; } } +@media (min-width: 20rem) { .d-xs-block { display: block !important; } + .d-xs-flex { display: flex !important; } + .d-xs-inline { display: inline !important; } + .d-xs-inline-block { display: inline-block !important; } + .d-xs-none { display: none !important; } } +@media (min-width: 20rem) { .d-xs-block { display: block !important; } + .d-xs-flex { display: flex !important; } + .d-xs-inline { display: inline !important; } + .d-xs-inline-block { display: inline-block !important; } + .d-xs-none { display: none !important; } } +@media (min-width: 20rem) { .d-xs-block { display: block !important; } + .d-xs-flex { display: flex !important; } + .d-xs-inline { display: inline !important; } + .d-xs-inline-block { display: inline-block !important; } + .d-xs-none { display: none !important; } } +@media (min-width: 20rem) { .d-xs-block { display: block !important; } + .d-xs-flex { display: flex !important; } + .d-xs-inline { display: inline !important; } + .d-xs-inline-block { display: inline-block !important; } + .d-xs-none { display: none !important; } } +@media (min-width: 20rem) { .d-xs-block { display: block !important; } + .d-xs-flex { display: flex !important; } + .d-xs-inline { display: inline !important; } + .d-xs-inline-block { display: inline-block !important; } + .d-xs-none { display: none !important; } } +@media (min-width: 20rem) { .d-xs-block { display: block !important; } + .d-xs-flex { display: flex !important; } + .d-xs-inline { display: inline !important; } + .d-xs-inline-block { display: inline-block !important; } + .d-xs-none { display: none !important; } } +@media (min-width: 20rem) { .d-xs-block { display: block !important; } + .d-xs-flex { display: flex !important; } + .d-xs-inline { display: inline !important; } + .d-xs-inline-block { display: inline-block !important; } + .d-xs-none { display: none !important; } } +@media (min-width: 31.25rem) { .d-sm-block { display: block !important; } + .d-sm-flex { display: flex !important; } + .d-sm-inline { display: inline !important; } + .d-sm-inline-block { display: inline-block !important; } + .d-sm-none { display: none !important; } } +@media (min-width: 31.25rem) { .d-sm-block { display: block !important; } + .d-sm-flex { display: flex !important; } + .d-sm-inline { display: inline !important; } + .d-sm-inline-block { display: inline-block !important; } + .d-sm-none { display: none !important; } } +@media (min-width: 31.25rem) { .d-sm-block { display: block !important; } + .d-sm-flex { display: flex !important; } + .d-sm-inline { display: inline !important; } + .d-sm-inline-block { display: inline-block !important; } + .d-sm-none { display: none !important; } } +@media (min-width: 31.25rem) { .d-sm-block { display: block !important; } + .d-sm-flex { display: flex !important; } + .d-sm-inline { display: inline !important; } + .d-sm-inline-block { display: inline-block !important; } + .d-sm-none { display: none !important; } } +@media (min-width: 31.25rem) { .d-sm-block { display: block !important; } + .d-sm-flex { display: flex !important; } + .d-sm-inline { display: inline !important; } + .d-sm-inline-block { display: inline-block !important; } + .d-sm-none { display: none !important; } } +@media (min-width: 31.25rem) { .d-sm-block { display: block !important; } + .d-sm-flex { display: flex !important; } + .d-sm-inline { display: inline !important; } + .d-sm-inline-block { display: inline-block !important; } + .d-sm-none { display: none !important; } } +@media (min-width: 31.25rem) { .d-sm-block { display: block !important; } + .d-sm-flex { display: flex !important; } + .d-sm-inline { display: inline !important; } + .d-sm-inline-block { display: inline-block !important; } + .d-sm-none { display: none !important; } } +@media (min-width: 31.25rem) { .d-sm-block { display: block !important; } + .d-sm-flex { display: flex !important; } + .d-sm-inline { display: inline !important; } + .d-sm-inline-block { display: inline-block !important; } + .d-sm-none { display: none !important; } } +@media (min-width: 31.25rem) { .d-sm-block { display: block !important; } + .d-sm-flex { display: flex !important; } + .d-sm-inline { display: inline !important; } + .d-sm-inline-block { display: inline-block !important; } + .d-sm-none { display: none !important; } } +@media (min-width: 31.25rem) { .d-sm-block { display: block !important; } + .d-sm-flex { display: flex !important; } + .d-sm-inline { display: inline !important; } + .d-sm-inline-block { display: inline-block !important; } + .d-sm-none { display: none !important; } } +@media (min-width: 31.25rem) { .d-sm-block { display: block !important; } + .d-sm-flex { display: flex !important; } + .d-sm-inline { display: inline !important; } + .d-sm-inline-block { display: inline-block !important; } + .d-sm-none { display: none !important; } } +@media (min-width: 50rem) { .d-md-block { display: block !important; } + .d-md-flex { display: flex !important; } + .d-md-inline { display: inline !important; } + .d-md-inline-block { display: inline-block !important; } + .d-md-none { display: none !important; } } +@media (min-width: 50rem) { .d-md-block { display: block !important; } + .d-md-flex { display: flex !important; } + .d-md-inline { display: inline !important; } + .d-md-inline-block { display: inline-block !important; } + .d-md-none { display: none !important; } } +@media (min-width: 50rem) { .d-md-block { display: block !important; } + .d-md-flex { display: flex !important; } + .d-md-inline { display: inline !important; } + .d-md-inline-block { display: inline-block !important; } + .d-md-none { display: none !important; } } +@media (min-width: 50rem) { .d-md-block { display: block !important; } + .d-md-flex { display: flex !important; } + .d-md-inline { display: inline !important; } + .d-md-inline-block { display: inline-block !important; } + .d-md-none { display: none !important; } } +@media (min-width: 50rem) { .d-md-block { display: block !important; } + .d-md-flex { display: flex !important; } + .d-md-inline { display: inline !important; } + .d-md-inline-block { display: inline-block !important; } + .d-md-none { display: none !important; } } +@media (min-width: 50rem) { .d-md-block { display: block !important; } + .d-md-flex { display: flex !important; } + .d-md-inline { display: inline !important; } + .d-md-inline-block { display: inline-block !important; } + .d-md-none { display: none !important; } } +@media (min-width: 50rem) { .d-md-block { display: block !important; } + .d-md-flex { display: flex !important; } + .d-md-inline { display: inline !important; } + .d-md-inline-block { display: inline-block !important; } + .d-md-none { display: none !important; } } +@media (min-width: 50rem) { .d-md-block { display: block !important; } + .d-md-flex { display: flex !important; } + .d-md-inline { display: inline !important; } + .d-md-inline-block { display: inline-block !important; } + .d-md-none { display: none !important; } } +@media (min-width: 50rem) { .d-md-block { display: block !important; } + .d-md-flex { display: flex !important; } + .d-md-inline { display: inline !important; } + .d-md-inline-block { display: inline-block !important; } + .d-md-none { display: none !important; } } +@media (min-width: 50rem) { .d-md-block { display: block !important; } + .d-md-flex { display: flex !important; } + .d-md-inline { display: inline !important; } + .d-md-inline-block { display: inline-block !important; } + .d-md-none { display: none !important; } } +@media (min-width: 50rem) { .d-md-block { display: block !important; } + .d-md-flex { display: flex !important; } + .d-md-inline { display: inline !important; } + .d-md-inline-block { display: inline-block !important; } + .d-md-none { display: none !important; } } +@media (min-width: 66.5rem) { .d-lg-block { display: block !important; } + .d-lg-flex { display: flex !important; } + .d-lg-inline { display: inline !important; } + .d-lg-inline-block { display: inline-block !important; } + .d-lg-none { display: none !important; } } +@media (min-width: 66.5rem) { .d-lg-block { display: block !important; } + .d-lg-flex { display: flex !important; } + .d-lg-inline { display: inline !important; } + .d-lg-inline-block { display: inline-block !important; } + .d-lg-none { display: none !important; } } +@media (min-width: 66.5rem) { .d-lg-block { display: block !important; } + .d-lg-flex { display: flex !important; } + .d-lg-inline { display: inline !important; } + .d-lg-inline-block { display: inline-block !important; } + .d-lg-none { display: none !important; } } +@media (min-width: 66.5rem) { .d-lg-block { display: block !important; } + .d-lg-flex { display: flex !important; } + .d-lg-inline { display: inline !important; } + .d-lg-inline-block { display: inline-block !important; } + .d-lg-none { display: none !important; } } +@media (min-width: 66.5rem) { .d-lg-block { display: block !important; } + .d-lg-flex { display: flex !important; } + .d-lg-inline { display: inline !important; } + .d-lg-inline-block { display: inline-block !important; } + .d-lg-none { display: none !important; } } +@media (min-width: 66.5rem) { .d-lg-block { display: block !important; } + .d-lg-flex { display: flex !important; } + .d-lg-inline { display: inline !important; } + .d-lg-inline-block { display: inline-block !important; } + .d-lg-none { display: none !important; } } +@media (min-width: 66.5rem) { .d-lg-block { display: block !important; } + .d-lg-flex { display: flex !important; } + .d-lg-inline { display: inline !important; } + .d-lg-inline-block { display: inline-block !important; } + .d-lg-none { display: none !important; } } +@media (min-width: 66.5rem) { .d-lg-block { display: block !important; } + .d-lg-flex { display: flex !important; } + .d-lg-inline { display: inline !important; } + .d-lg-inline-block { display: inline-block !important; } + .d-lg-none { display: none !important; } } +@media (min-width: 66.5rem) { .d-lg-block { display: block !important; } + .d-lg-flex { display: flex !important; } + .d-lg-inline { display: inline !important; } + .d-lg-inline-block { display: inline-block !important; } + .d-lg-none { display: none !important; } } +@media (min-width: 66.5rem) { .d-lg-block { display: block !important; } + .d-lg-flex { display: flex !important; } + .d-lg-inline { display: inline !important; } + .d-lg-inline-block { display: inline-block !important; } + .d-lg-none { display: none !important; } } +@media (min-width: 66.5rem) { .d-lg-block { display: block !important; } + .d-lg-flex { display: flex !important; } + .d-lg-inline { display: inline !important; } + .d-lg-inline-block { display: inline-block !important; } + .d-lg-none { display: none !important; } } +@media (min-width: 87.5rem) { .d-xl-block { display: block !important; } + .d-xl-flex { display: flex !important; } + .d-xl-inline { display: inline !important; } + .d-xl-inline-block { display: inline-block !important; } + .d-xl-none { display: none !important; } } +@media (min-width: 87.5rem) { .d-xl-block { display: block !important; } + .d-xl-flex { display: flex !important; } + .d-xl-inline { display: inline !important; } + .d-xl-inline-block { display: inline-block !important; } + .d-xl-none { display: none !important; } } +@media (min-width: 87.5rem) { .d-xl-block { display: block !important; } + .d-xl-flex { display: flex !important; } + .d-xl-inline { display: inline !important; } + .d-xl-inline-block { display: inline-block !important; } + .d-xl-none { display: none !important; } } +@media (min-width: 87.5rem) { .d-xl-block { display: block !important; } + .d-xl-flex { display: flex !important; } + .d-xl-inline { display: inline !important; } + .d-xl-inline-block { display: inline-block !important; } + .d-xl-none { display: none !important; } } +@media (min-width: 87.5rem) { .d-xl-block { display: block !important; } + .d-xl-flex { display: flex !important; } + .d-xl-inline { display: inline !important; } + .d-xl-inline-block { display: inline-block !important; } + .d-xl-none { display: none !important; } } +@media (min-width: 87.5rem) { .d-xl-block { display: block !important; } + .d-xl-flex { display: flex !important; } + .d-xl-inline { display: inline !important; } + .d-xl-inline-block { display: inline-block !important; } + .d-xl-none { display: none !important; } } +@media (min-width: 87.5rem) { .d-xl-block { display: block !important; } + .d-xl-flex { display: flex !important; } + .d-xl-inline { display: inline !important; } + .d-xl-inline-block { display: inline-block !important; } + .d-xl-none { display: none !important; } } +@media (min-width: 87.5rem) { .d-xl-block { display: block !important; } + .d-xl-flex { display: flex !important; } + .d-xl-inline { display: inline !important; } + .d-xl-inline-block { display: inline-block !important; } + .d-xl-none { display: none !important; } } +@media (min-width: 87.5rem) { .d-xl-block { display: block !important; } + .d-xl-flex { display: flex !important; } + .d-xl-inline { display: inline !important; } + .d-xl-inline-block { display: inline-block !important; } + .d-xl-none { display: none !important; } } +@media (min-width: 87.5rem) { .d-xl-block { display: block !important; } + .d-xl-flex { display: flex !important; } + .d-xl-inline { display: inline !important; } + .d-xl-inline-block { display: inline-block !important; } + .d-xl-none { display: none !important; } } +@media (min-width: 87.5rem) { .d-xl-block { display: block !important; } + .d-xl-flex { display: flex !important; } + .d-xl-inline { display: inline !important; } + .d-xl-inline-block { display: inline-block !important; } + .d-xl-none { display: none !important; } } +.float-left { float: left !important; } + +.float-right { float: right !important; } + +.flex-justify-start { justify-content: flex-start !important; } + +.flex-justify-end { justify-content: flex-end !important; } + +.flex-justify-between { justify-content: space-between !important; } + +.flex-justify-around { justify-content: space-around !important; } + +.v-align-baseline { vertical-align: baseline !important; } + +.v-align-bottom { vertical-align: bottom !important; } + +.v-align-middle { vertical-align: middle !important; } + +.v-align-text-bottom { vertical-align: text-bottom !important; } + +.v-align-text-top { vertical-align: text-top !important; } + +.v-align-top { vertical-align: top !important; } + +.fs-1 { font-size: 0.5625rem !important; } +@media (min-width: 31.25rem) { .fs-1 { font-size: 0.625rem !important; } } + +.fs-2 { font-size: 0.6875rem !important; } +@media (min-width: 31.25rem) { .fs-2 { font-size: 0.75rem !important; } } + +.fs-3 { font-size: 0.75rem !important; } +@media (min-width: 31.25rem) { .fs-3 { font-size: 0.875rem !important; } } + +.fs-4 { font-size: 0.875rem !important; } +@media (min-width: 31.25rem) { .fs-4 { font-size: 1rem !important; } } + +.fs-5 { font-size: 1rem !important; } +@media (min-width: 31.25rem) { .fs-5 { font-size: 1.125rem !important; } } + +.fs-6 { font-size: 1.125rem !important; } +@media (min-width: 31.25rem) { .fs-6 { font-size: 1.5rem !important; line-height: 1.25; } } + +.fs-7 { font-size: 1.5rem !important; line-height: 1.25; } +@media (min-width: 31.25rem) { .fs-7 { font-size: 2rem !important; } } + +.fs-8 { font-size: 2rem !important; line-height: 1.25; } +@media (min-width: 31.25rem) { .fs-8 { font-size: 2.25rem !important; } } + +.fs-9 { font-size: 2.25rem !important; line-height: 1.25; } +@media (min-width: 31.25rem) { .fs-9 { font-size: 2.625rem !important; } } + +.fs-10 { font-size: 2.625rem !important; line-height: 1.25; } +@media (min-width: 31.25rem) { .fs-10 { font-size: 3rem !important; } } + +.fw-300 { font-weight: 300 !important; } + +.fw-400 { font-weight: 400 !important; } + +.fw-500 { font-weight: 500 !important; } + +.fw-700 { font-weight: 700 !important; } + +.lh-0 { line-height: 0 !important; } + +.lh-default { line-height: 1.4; } + +.lh-tight { line-height: 1.25; } + +.ls-5 { letter-spacing: 0.05em !important; } + +.ls-10 { letter-spacing: 0.1em !important; } + +.ls-0 { letter-spacing: 0 !important; } + +.text-uppercase { text-transform: uppercase !important; } + +.list-style-none { padding: 0 !important; margin: 0 !important; list-style: none !important; } +.list-style-none li::before { display: none !important; } + +.mx-auto { margin-right: auto !important; margin-left: auto !important; } + +.m-0 { margin: 0 !important; } + +.mt-0 { margin-top: 0 !important; } + +.mr-0 { margin-right: 0 !important; } + +.mb-0 { margin-bottom: 0 !important; } + +.ml-0 { margin-left: 0 !important; } + +.mx-0 { margin-right: 0 !important; margin-left: 0 !important; } + +.my-0 { margin-top: 0 !important; margin-bottom: 0 !important; } + +.mxn-0 { margin-right: -0 !important; margin-left: -0 !important; } + +.mx-0-auto { margin-right: auto !important; margin-left: auto !important; } + +.m-1 { margin: 0.25rem !important; } + +.mt-1 { margin-top: 0.25rem !important; } + +.mr-1 { margin-right: 0.25rem !important; } + +.mb-1 { margin-bottom: 0.25rem !important; } + +.ml-1 { margin-left: 0.25rem !important; } + +.mx-1 { margin-right: 0.25rem !important; margin-left: 0.25rem !important; } + +.my-1 { margin-top: 0.25rem !important; margin-bottom: 0.25rem !important; } + +.mxn-1 { margin-right: -0.25rem !important; margin-left: -0.25rem !important; } + +.mx-1-auto { margin-right: auto !important; margin-left: auto !important; } + +.m-2 { margin: 0.5rem !important; } + +.mt-2 { margin-top: 0.5rem !important; } + +.mr-2 { margin-right: 0.5rem !important; } + +.mb-2 { margin-bottom: 0.5rem !important; } + +.ml-2 { margin-left: 0.5rem !important; } + +.mx-2 { margin-right: 0.5rem !important; margin-left: 0.5rem !important; } + +.my-2 { margin-top: 0.5rem !important; margin-bottom: 0.5rem !important; } + +.mxn-2 { margin-right: -0.5rem !important; margin-left: -0.5rem !important; } + +.mx-2-auto { margin-right: auto !important; margin-left: auto !important; } + +.m-3 { margin: 0.75rem !important; } + +.mt-3 { margin-top: 0.75rem !important; } + +.mr-3 { margin-right: 0.75rem !important; } + +.mb-3 { margin-bottom: 0.75rem !important; } + +.ml-3 { margin-left: 0.75rem !important; } + +.mx-3 { margin-right: 0.75rem !important; margin-left: 0.75rem !important; } + +.my-3 { margin-top: 0.75rem !important; margin-bottom: 0.75rem !important; } + +.mxn-3 { margin-right: -0.75rem !important; margin-left: -0.75rem !important; } + +.mx-3-auto { margin-right: auto !important; margin-left: auto !important; } + +.m-4 { margin: 1rem !important; } + +.mt-4 { margin-top: 1rem !important; } + +.mr-4 { margin-right: 1rem !important; } + +.mb-4 { margin-bottom: 1rem !important; } + +.ml-4 { margin-left: 1rem !important; } + +.mx-4 { margin-right: 1rem !important; margin-left: 1rem !important; } + +.my-4 { margin-top: 1rem !important; margin-bottom: 1rem !important; } + +.mxn-4 { margin-right: -1rem !important; margin-left: -1rem !important; } + +.mx-4-auto { margin-right: auto !important; margin-left: auto !important; } + +.m-5 { margin: 1.5rem !important; } + +.mt-5 { margin-top: 1.5rem !important; } + +.mr-5 { margin-right: 1.5rem !important; } + +.mb-5 { margin-bottom: 1.5rem !important; } + +.ml-5 { margin-left: 1.5rem !important; } + +.mx-5 { margin-right: 1.5rem !important; margin-left: 1.5rem !important; } + +.my-5 { margin-top: 1.5rem !important; margin-bottom: 1.5rem !important; } + +.mxn-5 { margin-right: -1.5rem !important; margin-left: -1.5rem !important; } + +.mx-5-auto { margin-right: auto !important; margin-left: auto !important; } + +.m-6 { margin: 2rem !important; } + +.mt-6 { margin-top: 2rem !important; } + +.mr-6 { margin-right: 2rem !important; } + +.mb-6 { margin-bottom: 2rem !important; } + +.ml-6 { margin-left: 2rem !important; } + +.mx-6 { margin-right: 2rem !important; margin-left: 2rem !important; } + +.my-6 { margin-top: 2rem !important; margin-bottom: 2rem !important; } + +.mxn-6 { margin-right: -2rem !important; margin-left: -2rem !important; } + +.mx-6-auto { margin-right: auto !important; margin-left: auto !important; } + +.m-7 { margin: 2.5rem !important; } + +.mt-7 { margin-top: 2.5rem !important; } + +.mr-7 { margin-right: 2.5rem !important; } + +.mb-7 { margin-bottom: 2.5rem !important; } + +.ml-7 { margin-left: 2.5rem !important; } + +.mx-7 { margin-right: 2.5rem !important; margin-left: 2.5rem !important; } + +.my-7 { margin-top: 2.5rem !important; margin-bottom: 2.5rem !important; } + +.mxn-7 { margin-right: -2.5rem !important; margin-left: -2.5rem !important; } + +.mx-7-auto { margin-right: auto !important; margin-left: auto !important; } + +.m-8 { margin: 3rem !important; } + +.mt-8 { margin-top: 3rem !important; } + +.mr-8 { margin-right: 3rem !important; } + +.mb-8 { margin-bottom: 3rem !important; } + +.ml-8 { margin-left: 3rem !important; } + +.mx-8 { margin-right: 3rem !important; margin-left: 3rem !important; } + +.my-8 { margin-top: 3rem !important; margin-bottom: 3rem !important; } + +.mxn-8 { margin-right: -3rem !important; margin-left: -3rem !important; } + +.mx-8-auto { margin-right: auto !important; margin-left: auto !important; } + +.m-9 { margin: 3.5rem !important; } + +.mt-9 { margin-top: 3.5rem !important; } + +.mr-9 { margin-right: 3.5rem !important; } + +.mb-9 { margin-bottom: 3.5rem !important; } + +.ml-9 { margin-left: 3.5rem !important; } + +.mx-9 { margin-right: 3.5rem !important; margin-left: 3.5rem !important; } + +.my-9 { margin-top: 3.5rem !important; margin-bottom: 3.5rem !important; } + +.mxn-9 { margin-right: -3.5rem !important; margin-left: -3.5rem !important; } + +.mx-9-auto { margin-right: auto !important; margin-left: auto !important; } + +.m-10 { margin: 4rem !important; } + +.mt-10 { margin-top: 4rem !important; } + +.mr-10 { margin-right: 4rem !important; } + +.mb-10 { margin-bottom: 4rem !important; } + +.ml-10 { margin-left: 4rem !important; } + +.mx-10 { margin-right: 4rem !important; margin-left: 4rem !important; } + +.my-10 { margin-top: 4rem !important; margin-bottom: 4rem !important; } + +.mxn-10 { margin-right: -4rem !important; margin-left: -4rem !important; } + +.mx-10-auto { margin-right: auto !important; margin-left: auto !important; } + +@media (min-width: 20rem) { .m-xs-0 { margin: 0 !important; } + .mt-xs-0 { margin-top: 0 !important; } + .mr-xs-0 { margin-right: 0 !important; } + .mb-xs-0 { margin-bottom: 0 !important; } + .ml-xs-0 { margin-left: 0 !important; } + .mx-xs-0 { margin-right: 0 !important; margin-left: 0 !important; } + .my-xs-0 { margin-top: 0 !important; margin-bottom: 0 !important; } + .mxn-xs-0 { margin-right: -0 !important; margin-left: -0 !important; } } +@media (min-width: 20rem) { .m-xs-1 { margin: 0.25rem !important; } + .mt-xs-1 { margin-top: 0.25rem !important; } + .mr-xs-1 { margin-right: 0.25rem !important; } + .mb-xs-1 { margin-bottom: 0.25rem !important; } + .ml-xs-1 { margin-left: 0.25rem !important; } + .mx-xs-1 { margin-right: 0.25rem !important; margin-left: 0.25rem !important; } + .my-xs-1 { margin-top: 0.25rem !important; margin-bottom: 0.25rem !important; } + .mxn-xs-1 { margin-right: -0.25rem !important; margin-left: -0.25rem !important; } } +@media (min-width: 20rem) { .m-xs-2 { margin: 0.5rem !important; } + .mt-xs-2 { margin-top: 0.5rem !important; } + .mr-xs-2 { margin-right: 0.5rem !important; } + .mb-xs-2 { margin-bottom: 0.5rem !important; } + .ml-xs-2 { margin-left: 0.5rem !important; } + .mx-xs-2 { margin-right: 0.5rem !important; margin-left: 0.5rem !important; } + .my-xs-2 { margin-top: 0.5rem !important; margin-bottom: 0.5rem !important; } + .mxn-xs-2 { margin-right: -0.5rem !important; margin-left: -0.5rem !important; } } +@media (min-width: 20rem) { .m-xs-3 { margin: 0.75rem !important; } + .mt-xs-3 { margin-top: 0.75rem !important; } + .mr-xs-3 { margin-right: 0.75rem !important; } + .mb-xs-3 { margin-bottom: 0.75rem !important; } + .ml-xs-3 { margin-left: 0.75rem !important; } + .mx-xs-3 { margin-right: 0.75rem !important; margin-left: 0.75rem !important; } + .my-xs-3 { margin-top: 0.75rem !important; margin-bottom: 0.75rem !important; } + .mxn-xs-3 { margin-right: -0.75rem !important; margin-left: -0.75rem !important; } } +@media (min-width: 20rem) { .m-xs-4 { margin: 1rem !important; } + .mt-xs-4 { margin-top: 1rem !important; } + .mr-xs-4 { margin-right: 1rem !important; } + .mb-xs-4 { margin-bottom: 1rem !important; } + .ml-xs-4 { margin-left: 1rem !important; } + .mx-xs-4 { margin-right: 1rem !important; margin-left: 1rem !important; } + .my-xs-4 { margin-top: 1rem !important; margin-bottom: 1rem !important; } + .mxn-xs-4 { margin-right: -1rem !important; margin-left: -1rem !important; } } +@media (min-width: 20rem) { .m-xs-5 { margin: 1.5rem !important; } + .mt-xs-5 { margin-top: 1.5rem !important; } + .mr-xs-5 { margin-right: 1.5rem !important; } + .mb-xs-5 { margin-bottom: 1.5rem !important; } + .ml-xs-5 { margin-left: 1.5rem !important; } + .mx-xs-5 { margin-right: 1.5rem !important; margin-left: 1.5rem !important; } + .my-xs-5 { margin-top: 1.5rem !important; margin-bottom: 1.5rem !important; } + .mxn-xs-5 { margin-right: -1.5rem !important; margin-left: -1.5rem !important; } } +@media (min-width: 20rem) { .m-xs-6 { margin: 2rem !important; } + .mt-xs-6 { margin-top: 2rem !important; } + .mr-xs-6 { margin-right: 2rem !important; } + .mb-xs-6 { margin-bottom: 2rem !important; } + .ml-xs-6 { margin-left: 2rem !important; } + .mx-xs-6 { margin-right: 2rem !important; margin-left: 2rem !important; } + .my-xs-6 { margin-top: 2rem !important; margin-bottom: 2rem !important; } + .mxn-xs-6 { margin-right: -2rem !important; margin-left: -2rem !important; } } +@media (min-width: 20rem) { .m-xs-7 { margin: 2.5rem !important; } + .mt-xs-7 { margin-top: 2.5rem !important; } + .mr-xs-7 { margin-right: 2.5rem !important; } + .mb-xs-7 { margin-bottom: 2.5rem !important; } + .ml-xs-7 { margin-left: 2.5rem !important; } + .mx-xs-7 { margin-right: 2.5rem !important; margin-left: 2.5rem !important; } + .my-xs-7 { margin-top: 2.5rem !important; margin-bottom: 2.5rem !important; } + .mxn-xs-7 { margin-right: -2.5rem !important; margin-left: -2.5rem !important; } } +@media (min-width: 20rem) { .m-xs-8 { margin: 3rem !important; } + .mt-xs-8 { margin-top: 3rem !important; } + .mr-xs-8 { margin-right: 3rem !important; } + .mb-xs-8 { margin-bottom: 3rem !important; } + .ml-xs-8 { margin-left: 3rem !important; } + .mx-xs-8 { margin-right: 3rem !important; margin-left: 3rem !important; } + .my-xs-8 { margin-top: 3rem !important; margin-bottom: 3rem !important; } + .mxn-xs-8 { margin-right: -3rem !important; margin-left: -3rem !important; } } +@media (min-width: 20rem) { .m-xs-9 { margin: 3.5rem !important; } + .mt-xs-9 { margin-top: 3.5rem !important; } + .mr-xs-9 { margin-right: 3.5rem !important; } + .mb-xs-9 { margin-bottom: 3.5rem !important; } + .ml-xs-9 { margin-left: 3.5rem !important; } + .mx-xs-9 { margin-right: 3.5rem !important; margin-left: 3.5rem !important; } + .my-xs-9 { margin-top: 3.5rem !important; margin-bottom: 3.5rem !important; } + .mxn-xs-9 { margin-right: -3.5rem !important; margin-left: -3.5rem !important; } } +@media (min-width: 20rem) { .m-xs-10 { margin: 4rem !important; } + .mt-xs-10 { margin-top: 4rem !important; } + .mr-xs-10 { margin-right: 4rem !important; } + .mb-xs-10 { margin-bottom: 4rem !important; } + .ml-xs-10 { margin-left: 4rem !important; } + .mx-xs-10 { margin-right: 4rem !important; margin-left: 4rem !important; } + .my-xs-10 { margin-top: 4rem !important; margin-bottom: 4rem !important; } + .mxn-xs-10 { margin-right: -4rem !important; margin-left: -4rem !important; } } +@media (min-width: 31.25rem) { .m-sm-0 { margin: 0 !important; } + .mt-sm-0 { margin-top: 0 !important; } + .mr-sm-0 { margin-right: 0 !important; } + .mb-sm-0 { margin-bottom: 0 !important; } + .ml-sm-0 { margin-left: 0 !important; } + .mx-sm-0 { margin-right: 0 !important; margin-left: 0 !important; } + .my-sm-0 { margin-top: 0 !important; margin-bottom: 0 !important; } + .mxn-sm-0 { margin-right: -0 !important; margin-left: -0 !important; } } +@media (min-width: 31.25rem) { .m-sm-1 { margin: 0.25rem !important; } + .mt-sm-1 { margin-top: 0.25rem !important; } + .mr-sm-1 { margin-right: 0.25rem !important; } + .mb-sm-1 { margin-bottom: 0.25rem !important; } + .ml-sm-1 { margin-left: 0.25rem !important; } + .mx-sm-1 { margin-right: 0.25rem !important; margin-left: 0.25rem !important; } + .my-sm-1 { margin-top: 0.25rem !important; margin-bottom: 0.25rem !important; } + .mxn-sm-1 { margin-right: -0.25rem !important; margin-left: -0.25rem !important; } } +@media (min-width: 31.25rem) { .m-sm-2 { margin: 0.5rem !important; } + .mt-sm-2 { margin-top: 0.5rem !important; } + .mr-sm-2 { margin-right: 0.5rem !important; } + .mb-sm-2 { margin-bottom: 0.5rem !important; } + .ml-sm-2 { margin-left: 0.5rem !important; } + .mx-sm-2 { margin-right: 0.5rem !important; margin-left: 0.5rem !important; } + .my-sm-2 { margin-top: 0.5rem !important; margin-bottom: 0.5rem !important; } + .mxn-sm-2 { margin-right: -0.5rem !important; margin-left: -0.5rem !important; } } +@media (min-width: 31.25rem) { .m-sm-3 { margin: 0.75rem !important; } + .mt-sm-3 { margin-top: 0.75rem !important; } + .mr-sm-3 { margin-right: 0.75rem !important; } + .mb-sm-3 { margin-bottom: 0.75rem !important; } + .ml-sm-3 { margin-left: 0.75rem !important; } + .mx-sm-3 { margin-right: 0.75rem !important; margin-left: 0.75rem !important; } + .my-sm-3 { margin-top: 0.75rem !important; margin-bottom: 0.75rem !important; } + .mxn-sm-3 { margin-right: -0.75rem !important; margin-left: -0.75rem !important; } } +@media (min-width: 31.25rem) { .m-sm-4 { margin: 1rem !important; } + .mt-sm-4 { margin-top: 1rem !important; } + .mr-sm-4 { margin-right: 1rem !important; } + .mb-sm-4 { margin-bottom: 1rem !important; } + .ml-sm-4 { margin-left: 1rem !important; } + .mx-sm-4 { margin-right: 1rem !important; margin-left: 1rem !important; } + .my-sm-4 { margin-top: 1rem !important; margin-bottom: 1rem !important; } + .mxn-sm-4 { margin-right: -1rem !important; margin-left: -1rem !important; } } +@media (min-width: 31.25rem) { .m-sm-5 { margin: 1.5rem !important; } + .mt-sm-5 { margin-top: 1.5rem !important; } + .mr-sm-5 { margin-right: 1.5rem !important; } + .mb-sm-5 { margin-bottom: 1.5rem !important; } + .ml-sm-5 { margin-left: 1.5rem !important; } + .mx-sm-5 { margin-right: 1.5rem !important; margin-left: 1.5rem !important; } + .my-sm-5 { margin-top: 1.5rem !important; margin-bottom: 1.5rem !important; } + .mxn-sm-5 { margin-right: -1.5rem !important; margin-left: -1.5rem !important; } } +@media (min-width: 31.25rem) { .m-sm-6 { margin: 2rem !important; } + .mt-sm-6 { margin-top: 2rem !important; } + .mr-sm-6 { margin-right: 2rem !important; } + .mb-sm-6 { margin-bottom: 2rem !important; } + .ml-sm-6 { margin-left: 2rem !important; } + .mx-sm-6 { margin-right: 2rem !important; margin-left: 2rem !important; } + .my-sm-6 { margin-top: 2rem !important; margin-bottom: 2rem !important; } + .mxn-sm-6 { margin-right: -2rem !important; margin-left: -2rem !important; } } +@media (min-width: 31.25rem) { .m-sm-7 { margin: 2.5rem !important; } + .mt-sm-7 { margin-top: 2.5rem !important; } + .mr-sm-7 { margin-right: 2.5rem !important; } + .mb-sm-7 { margin-bottom: 2.5rem !important; } + .ml-sm-7 { margin-left: 2.5rem !important; } + .mx-sm-7 { margin-right: 2.5rem !important; margin-left: 2.5rem !important; } + .my-sm-7 { margin-top: 2.5rem !important; margin-bottom: 2.5rem !important; } + .mxn-sm-7 { margin-right: -2.5rem !important; margin-left: -2.5rem !important; } } +@media (min-width: 31.25rem) { .m-sm-8 { margin: 3rem !important; } + .mt-sm-8 { margin-top: 3rem !important; } + .mr-sm-8 { margin-right: 3rem !important; } + .mb-sm-8 { margin-bottom: 3rem !important; } + .ml-sm-8 { margin-left: 3rem !important; } + .mx-sm-8 { margin-right: 3rem !important; margin-left: 3rem !important; } + .my-sm-8 { margin-top: 3rem !important; margin-bottom: 3rem !important; } + .mxn-sm-8 { margin-right: -3rem !important; margin-left: -3rem !important; } } +@media (min-width: 31.25rem) { .m-sm-9 { margin: 3.5rem !important; } + .mt-sm-9 { margin-top: 3.5rem !important; } + .mr-sm-9 { margin-right: 3.5rem !important; } + .mb-sm-9 { margin-bottom: 3.5rem !important; } + .ml-sm-9 { margin-left: 3.5rem !important; } + .mx-sm-9 { margin-right: 3.5rem !important; margin-left: 3.5rem !important; } + .my-sm-9 { margin-top: 3.5rem !important; margin-bottom: 3.5rem !important; } + .mxn-sm-9 { margin-right: -3.5rem !important; margin-left: -3.5rem !important; } } +@media (min-width: 31.25rem) { .m-sm-10 { margin: 4rem !important; } + .mt-sm-10 { margin-top: 4rem !important; } + .mr-sm-10 { margin-right: 4rem !important; } + .mb-sm-10 { margin-bottom: 4rem !important; } + .ml-sm-10 { margin-left: 4rem !important; } + .mx-sm-10 { margin-right: 4rem !important; margin-left: 4rem !important; } + .my-sm-10 { margin-top: 4rem !important; margin-bottom: 4rem !important; } + .mxn-sm-10 { margin-right: -4rem !important; margin-left: -4rem !important; } } +@media (min-width: 50rem) { .m-md-0 { margin: 0 !important; } + .mt-md-0 { margin-top: 0 !important; } + .mr-md-0 { margin-right: 0 !important; } + .mb-md-0 { margin-bottom: 0 !important; } + .ml-md-0 { margin-left: 0 !important; } + .mx-md-0 { margin-right: 0 !important; margin-left: 0 !important; } + .my-md-0 { margin-top: 0 !important; margin-bottom: 0 !important; } + .mxn-md-0 { margin-right: -0 !important; margin-left: -0 !important; } } +@media (min-width: 50rem) { .m-md-1 { margin: 0.25rem !important; } + .mt-md-1 { margin-top: 0.25rem !important; } + .mr-md-1 { margin-right: 0.25rem !important; } + .mb-md-1 { margin-bottom: 0.25rem !important; } + .ml-md-1 { margin-left: 0.25rem !important; } + .mx-md-1 { margin-right: 0.25rem !important; margin-left: 0.25rem !important; } + .my-md-1 { margin-top: 0.25rem !important; margin-bottom: 0.25rem !important; } + .mxn-md-1 { margin-right: -0.25rem !important; margin-left: -0.25rem !important; } } +@media (min-width: 50rem) { .m-md-2 { margin: 0.5rem !important; } + .mt-md-2 { margin-top: 0.5rem !important; } + .mr-md-2 { margin-right: 0.5rem !important; } + .mb-md-2 { margin-bottom: 0.5rem !important; } + .ml-md-2 { margin-left: 0.5rem !important; } + .mx-md-2 { margin-right: 0.5rem !important; margin-left: 0.5rem !important; } + .my-md-2 { margin-top: 0.5rem !important; margin-bottom: 0.5rem !important; } + .mxn-md-2 { margin-right: -0.5rem !important; margin-left: -0.5rem !important; } } +@media (min-width: 50rem) { .m-md-3 { margin: 0.75rem !important; } + .mt-md-3 { margin-top: 0.75rem !important; } + .mr-md-3 { margin-right: 0.75rem !important; } + .mb-md-3 { margin-bottom: 0.75rem !important; } + .ml-md-3 { margin-left: 0.75rem !important; } + .mx-md-3 { margin-right: 0.75rem !important; margin-left: 0.75rem !important; } + .my-md-3 { margin-top: 0.75rem !important; margin-bottom: 0.75rem !important; } + .mxn-md-3 { margin-right: -0.75rem !important; margin-left: -0.75rem !important; } } +@media (min-width: 50rem) { .m-md-4 { margin: 1rem !important; } + .mt-md-4 { margin-top: 1rem !important; } + .mr-md-4 { margin-right: 1rem !important; } + .mb-md-4 { margin-bottom: 1rem !important; } + .ml-md-4 { margin-left: 1rem !important; } + .mx-md-4 { margin-right: 1rem !important; margin-left: 1rem !important; } + .my-md-4 { margin-top: 1rem !important; margin-bottom: 1rem !important; } + .mxn-md-4 { margin-right: -1rem !important; margin-left: -1rem !important; } } +@media (min-width: 50rem) { .m-md-5 { margin: 1.5rem !important; } + .mt-md-5 { margin-top: 1.5rem !important; } + .mr-md-5 { margin-right: 1.5rem !important; } + .mb-md-5 { margin-bottom: 1.5rem !important; } + .ml-md-5 { margin-left: 1.5rem !important; } + .mx-md-5 { margin-right: 1.5rem !important; margin-left: 1.5rem !important; } + .my-md-5 { margin-top: 1.5rem !important; margin-bottom: 1.5rem !important; } + .mxn-md-5 { margin-right: -1.5rem !important; margin-left: -1.5rem !important; } } +@media (min-width: 50rem) { .m-md-6 { margin: 2rem !important; } + .mt-md-6 { margin-top: 2rem !important; } + .mr-md-6 { margin-right: 2rem !important; } + .mb-md-6 { margin-bottom: 2rem !important; } + .ml-md-6 { margin-left: 2rem !important; } + .mx-md-6 { margin-right: 2rem !important; margin-left: 2rem !important; } + .my-md-6 { margin-top: 2rem !important; margin-bottom: 2rem !important; } + .mxn-md-6 { margin-right: -2rem !important; margin-left: -2rem !important; } } +@media (min-width: 50rem) { .m-md-7 { margin: 2.5rem !important; } + .mt-md-7 { margin-top: 2.5rem !important; } + .mr-md-7 { margin-right: 2.5rem !important; } + .mb-md-7 { margin-bottom: 2.5rem !important; } + .ml-md-7 { margin-left: 2.5rem !important; } + .mx-md-7 { margin-right: 2.5rem !important; margin-left: 2.5rem !important; } + .my-md-7 { margin-top: 2.5rem !important; margin-bottom: 2.5rem !important; } + .mxn-md-7 { margin-right: -2.5rem !important; margin-left: -2.5rem !important; } } +@media (min-width: 50rem) { .m-md-8 { margin: 3rem !important; } + .mt-md-8 { margin-top: 3rem !important; } + .mr-md-8 { margin-right: 3rem !important; } + .mb-md-8 { margin-bottom: 3rem !important; } + .ml-md-8 { margin-left: 3rem !important; } + .mx-md-8 { margin-right: 3rem !important; margin-left: 3rem !important; } + .my-md-8 { margin-top: 3rem !important; margin-bottom: 3rem !important; } + .mxn-md-8 { margin-right: -3rem !important; margin-left: -3rem !important; } } +@media (min-width: 50rem) { .m-md-9 { margin: 3.5rem !important; } + .mt-md-9 { margin-top: 3.5rem !important; } + .mr-md-9 { margin-right: 3.5rem !important; } + .mb-md-9 { margin-bottom: 3.5rem !important; } + .ml-md-9 { margin-left: 3.5rem !important; } + .mx-md-9 { margin-right: 3.5rem !important; margin-left: 3.5rem !important; } + .my-md-9 { margin-top: 3.5rem !important; margin-bottom: 3.5rem !important; } + .mxn-md-9 { margin-right: -3.5rem !important; margin-left: -3.5rem !important; } } +@media (min-width: 50rem) { .m-md-10 { margin: 4rem !important; } + .mt-md-10 { margin-top: 4rem !important; } + .mr-md-10 { margin-right: 4rem !important; } + .mb-md-10 { margin-bottom: 4rem !important; } + .ml-md-10 { margin-left: 4rem !important; } + .mx-md-10 { margin-right: 4rem !important; margin-left: 4rem !important; } + .my-md-10 { margin-top: 4rem !important; margin-bottom: 4rem !important; } + .mxn-md-10 { margin-right: -4rem !important; margin-left: -4rem !important; } } +@media (min-width: 66.5rem) { .m-lg-0 { margin: 0 !important; } + .mt-lg-0 { margin-top: 0 !important; } + .mr-lg-0 { margin-right: 0 !important; } + .mb-lg-0 { margin-bottom: 0 !important; } + .ml-lg-0 { margin-left: 0 !important; } + .mx-lg-0 { margin-right: 0 !important; margin-left: 0 !important; } + .my-lg-0 { margin-top: 0 !important; margin-bottom: 0 !important; } + .mxn-lg-0 { margin-right: -0 !important; margin-left: -0 !important; } } +@media (min-width: 66.5rem) { .m-lg-1 { margin: 0.25rem !important; } + .mt-lg-1 { margin-top: 0.25rem !important; } + .mr-lg-1 { margin-right: 0.25rem !important; } + .mb-lg-1 { margin-bottom: 0.25rem !important; } + .ml-lg-1 { margin-left: 0.25rem !important; } + .mx-lg-1 { margin-right: 0.25rem !important; margin-left: 0.25rem !important; } + .my-lg-1 { margin-top: 0.25rem !important; margin-bottom: 0.25rem !important; } + .mxn-lg-1 { margin-right: -0.25rem !important; margin-left: -0.25rem !important; } } +@media (min-width: 66.5rem) { .m-lg-2 { margin: 0.5rem !important; } + .mt-lg-2 { margin-top: 0.5rem !important; } + .mr-lg-2 { margin-right: 0.5rem !important; } + .mb-lg-2 { margin-bottom: 0.5rem !important; } + .ml-lg-2 { margin-left: 0.5rem !important; } + .mx-lg-2 { margin-right: 0.5rem !important; margin-left: 0.5rem !important; } + .my-lg-2 { margin-top: 0.5rem !important; margin-bottom: 0.5rem !important; } + .mxn-lg-2 { margin-right: -0.5rem !important; margin-left: -0.5rem !important; } } +@media (min-width: 66.5rem) { .m-lg-3 { margin: 0.75rem !important; } + .mt-lg-3 { margin-top: 0.75rem !important; } + .mr-lg-3 { margin-right: 0.75rem !important; } + .mb-lg-3 { margin-bottom: 0.75rem !important; } + .ml-lg-3 { margin-left: 0.75rem !important; } + .mx-lg-3 { margin-right: 0.75rem !important; margin-left: 0.75rem !important; } + .my-lg-3 { margin-top: 0.75rem !important; margin-bottom: 0.75rem !important; } + .mxn-lg-3 { margin-right: -0.75rem !important; margin-left: -0.75rem !important; } } +@media (min-width: 66.5rem) { .m-lg-4 { margin: 1rem !important; } + .mt-lg-4 { margin-top: 1rem !important; } + .mr-lg-4 { margin-right: 1rem !important; } + .mb-lg-4 { margin-bottom: 1rem !important; } + .ml-lg-4 { margin-left: 1rem !important; } + .mx-lg-4 { margin-right: 1rem !important; margin-left: 1rem !important; } + .my-lg-4 { margin-top: 1rem !important; margin-bottom: 1rem !important; } + .mxn-lg-4 { margin-right: -1rem !important; margin-left: -1rem !important; } } +@media (min-width: 66.5rem) { .m-lg-5 { margin: 1.5rem !important; } + .mt-lg-5 { margin-top: 1.5rem !important; } + .mr-lg-5 { margin-right: 1.5rem !important; } + .mb-lg-5 { margin-bottom: 1.5rem !important; } + .ml-lg-5 { margin-left: 1.5rem !important; } + .mx-lg-5 { margin-right: 1.5rem !important; margin-left: 1.5rem !important; } + .my-lg-5 { margin-top: 1.5rem !important; margin-bottom: 1.5rem !important; } + .mxn-lg-5 { margin-right: -1.5rem !important; margin-left: -1.5rem !important; } } +@media (min-width: 66.5rem) { .m-lg-6 { margin: 2rem !important; } + .mt-lg-6 { margin-top: 2rem !important; } + .mr-lg-6 { margin-right: 2rem !important; } + .mb-lg-6 { margin-bottom: 2rem !important; } + .ml-lg-6 { margin-left: 2rem !important; } + .mx-lg-6 { margin-right: 2rem !important; margin-left: 2rem !important; } + .my-lg-6 { margin-top: 2rem !important; margin-bottom: 2rem !important; } + .mxn-lg-6 { margin-right: -2rem !important; margin-left: -2rem !important; } } +@media (min-width: 66.5rem) { .m-lg-7 { margin: 2.5rem !important; } + .mt-lg-7 { margin-top: 2.5rem !important; } + .mr-lg-7 { margin-right: 2.5rem !important; } + .mb-lg-7 { margin-bottom: 2.5rem !important; } + .ml-lg-7 { margin-left: 2.5rem !important; } + .mx-lg-7 { margin-right: 2.5rem !important; margin-left: 2.5rem !important; } + .my-lg-7 { margin-top: 2.5rem !important; margin-bottom: 2.5rem !important; } + .mxn-lg-7 { margin-right: -2.5rem !important; margin-left: -2.5rem !important; } } +@media (min-width: 66.5rem) { .m-lg-8 { margin: 3rem !important; } + .mt-lg-8 { margin-top: 3rem !important; } + .mr-lg-8 { margin-right: 3rem !important; } + .mb-lg-8 { margin-bottom: 3rem !important; } + .ml-lg-8 { margin-left: 3rem !important; } + .mx-lg-8 { margin-right: 3rem !important; margin-left: 3rem !important; } + .my-lg-8 { margin-top: 3rem !important; margin-bottom: 3rem !important; } + .mxn-lg-8 { margin-right: -3rem !important; margin-left: -3rem !important; } } +@media (min-width: 66.5rem) { .m-lg-9 { margin: 3.5rem !important; } + .mt-lg-9 { margin-top: 3.5rem !important; } + .mr-lg-9 { margin-right: 3.5rem !important; } + .mb-lg-9 { margin-bottom: 3.5rem !important; } + .ml-lg-9 { margin-left: 3.5rem !important; } + .mx-lg-9 { margin-right: 3.5rem !important; margin-left: 3.5rem !important; } + .my-lg-9 { margin-top: 3.5rem !important; margin-bottom: 3.5rem !important; } + .mxn-lg-9 { margin-right: -3.5rem !important; margin-left: -3.5rem !important; } } +@media (min-width: 66.5rem) { .m-lg-10 { margin: 4rem !important; } + .mt-lg-10 { margin-top: 4rem !important; } + .mr-lg-10 { margin-right: 4rem !important; } + .mb-lg-10 { margin-bottom: 4rem !important; } + .ml-lg-10 { margin-left: 4rem !important; } + .mx-lg-10 { margin-right: 4rem !important; margin-left: 4rem !important; } + .my-lg-10 { margin-top: 4rem !important; margin-bottom: 4rem !important; } + .mxn-lg-10 { margin-right: -4rem !important; margin-left: -4rem !important; } } +@media (min-width: 87.5rem) { .m-xl-0 { margin: 0 !important; } + .mt-xl-0 { margin-top: 0 !important; } + .mr-xl-0 { margin-right: 0 !important; } + .mb-xl-0 { margin-bottom: 0 !important; } + .ml-xl-0 { margin-left: 0 !important; } + .mx-xl-0 { margin-right: 0 !important; margin-left: 0 !important; } + .my-xl-0 { margin-top: 0 !important; margin-bottom: 0 !important; } + .mxn-xl-0 { margin-right: -0 !important; margin-left: -0 !important; } } +@media (min-width: 87.5rem) { .m-xl-1 { margin: 0.25rem !important; } + .mt-xl-1 { margin-top: 0.25rem !important; } + .mr-xl-1 { margin-right: 0.25rem !important; } + .mb-xl-1 { margin-bottom: 0.25rem !important; } + .ml-xl-1 { margin-left: 0.25rem !important; } + .mx-xl-1 { margin-right: 0.25rem !important; margin-left: 0.25rem !important; } + .my-xl-1 { margin-top: 0.25rem !important; margin-bottom: 0.25rem !important; } + .mxn-xl-1 { margin-right: -0.25rem !important; margin-left: -0.25rem !important; } } +@media (min-width: 87.5rem) { .m-xl-2 { margin: 0.5rem !important; } + .mt-xl-2 { margin-top: 0.5rem !important; } + .mr-xl-2 { margin-right: 0.5rem !important; } + .mb-xl-2 { margin-bottom: 0.5rem !important; } + .ml-xl-2 { margin-left: 0.5rem !important; } + .mx-xl-2 { margin-right: 0.5rem !important; margin-left: 0.5rem !important; } + .my-xl-2 { margin-top: 0.5rem !important; margin-bottom: 0.5rem !important; } + .mxn-xl-2 { margin-right: -0.5rem !important; margin-left: -0.5rem !important; } } +@media (min-width: 87.5rem) { .m-xl-3 { margin: 0.75rem !important; } + .mt-xl-3 { margin-top: 0.75rem !important; } + .mr-xl-3 { margin-right: 0.75rem !important; } + .mb-xl-3 { margin-bottom: 0.75rem !important; } + .ml-xl-3 { margin-left: 0.75rem !important; } + .mx-xl-3 { margin-right: 0.75rem !important; margin-left: 0.75rem !important; } + .my-xl-3 { margin-top: 0.75rem !important; margin-bottom: 0.75rem !important; } + .mxn-xl-3 { margin-right: -0.75rem !important; margin-left: -0.75rem !important; } } +@media (min-width: 87.5rem) { .m-xl-4 { margin: 1rem !important; } + .mt-xl-4 { margin-top: 1rem !important; } + .mr-xl-4 { margin-right: 1rem !important; } + .mb-xl-4 { margin-bottom: 1rem !important; } + .ml-xl-4 { margin-left: 1rem !important; } + .mx-xl-4 { margin-right: 1rem !important; margin-left: 1rem !important; } + .my-xl-4 { margin-top: 1rem !important; margin-bottom: 1rem !important; } + .mxn-xl-4 { margin-right: -1rem !important; margin-left: -1rem !important; } } +@media (min-width: 87.5rem) { .m-xl-5 { margin: 1.5rem !important; } + .mt-xl-5 { margin-top: 1.5rem !important; } + .mr-xl-5 { margin-right: 1.5rem !important; } + .mb-xl-5 { margin-bottom: 1.5rem !important; } + .ml-xl-5 { margin-left: 1.5rem !important; } + .mx-xl-5 { margin-right: 1.5rem !important; margin-left: 1.5rem !important; } + .my-xl-5 { margin-top: 1.5rem !important; margin-bottom: 1.5rem !important; } + .mxn-xl-5 { margin-right: -1.5rem !important; margin-left: -1.5rem !important; } } +@media (min-width: 87.5rem) { .m-xl-6 { margin: 2rem !important; } + .mt-xl-6 { margin-top: 2rem !important; } + .mr-xl-6 { margin-right: 2rem !important; } + .mb-xl-6 { margin-bottom: 2rem !important; } + .ml-xl-6 { margin-left: 2rem !important; } + .mx-xl-6 { margin-right: 2rem !important; margin-left: 2rem !important; } + .my-xl-6 { margin-top: 2rem !important; margin-bottom: 2rem !important; } + .mxn-xl-6 { margin-right: -2rem !important; margin-left: -2rem !important; } } +@media (min-width: 87.5rem) { .m-xl-7 { margin: 2.5rem !important; } + .mt-xl-7 { margin-top: 2.5rem !important; } + .mr-xl-7 { margin-right: 2.5rem !important; } + .mb-xl-7 { margin-bottom: 2.5rem !important; } + .ml-xl-7 { margin-left: 2.5rem !important; } + .mx-xl-7 { margin-right: 2.5rem !important; margin-left: 2.5rem !important; } + .my-xl-7 { margin-top: 2.5rem !important; margin-bottom: 2.5rem !important; } + .mxn-xl-7 { margin-right: -2.5rem !important; margin-left: -2.5rem !important; } } +@media (min-width: 87.5rem) { .m-xl-8 { margin: 3rem !important; } + .mt-xl-8 { margin-top: 3rem !important; } + .mr-xl-8 { margin-right: 3rem !important; } + .mb-xl-8 { margin-bottom: 3rem !important; } + .ml-xl-8 { margin-left: 3rem !important; } + .mx-xl-8 { margin-right: 3rem !important; margin-left: 3rem !important; } + .my-xl-8 { margin-top: 3rem !important; margin-bottom: 3rem !important; } + .mxn-xl-8 { margin-right: -3rem !important; margin-left: -3rem !important; } } +@media (min-width: 87.5rem) { .m-xl-9 { margin: 3.5rem !important; } + .mt-xl-9 { margin-top: 3.5rem !important; } + .mr-xl-9 { margin-right: 3.5rem !important; } + .mb-xl-9 { margin-bottom: 3.5rem !important; } + .ml-xl-9 { margin-left: 3.5rem !important; } + .mx-xl-9 { margin-right: 3.5rem !important; margin-left: 3.5rem !important; } + .my-xl-9 { margin-top: 3.5rem !important; margin-bottom: 3.5rem !important; } + .mxn-xl-9 { margin-right: -3.5rem !important; margin-left: -3.5rem !important; } } +@media (min-width: 87.5rem) { .m-xl-10 { margin: 4rem !important; } + .mt-xl-10 { margin-top: 4rem !important; } + .mr-xl-10 { margin-right: 4rem !important; } + .mb-xl-10 { margin-bottom: 4rem !important; } + .ml-xl-10 { margin-left: 4rem !important; } + .mx-xl-10 { margin-right: 4rem !important; margin-left: 4rem !important; } + .my-xl-10 { margin-top: 4rem !important; margin-bottom: 4rem !important; } + .mxn-xl-10 { margin-right: -4rem !important; margin-left: -4rem !important; } } +.p-0 { padding: 0 !important; } + +.pt-0 { padding-top: 0 !important; } + +.pr-0 { padding-right: 0 !important; } + +.pb-0 { padding-bottom: 0 !important; } + +.pl-0 { padding-left: 0 !important; } + +.px-0 { padding-right: 0 !important; padding-left: 0 !important; } + +.py-0 { padding-top: 0 !important; padding-bottom: 0 !important; } + +.p-1 { padding: 0.25rem !important; } + +.pt-1 { padding-top: 0.25rem !important; } + +.pr-1 { padding-right: 0.25rem !important; } + +.pb-1 { padding-bottom: 0.25rem !important; } + +.pl-1 { padding-left: 0.25rem !important; } + +.px-1 { padding-right: 0.25rem !important; padding-left: 0.25rem !important; } + +.py-1 { padding-top: 0.25rem !important; padding-bottom: 0.25rem !important; } + +.p-2 { padding: 0.5rem !important; } + +.pt-2 { padding-top: 0.5rem !important; } + +.pr-2 { padding-right: 0.5rem !important; } + +.pb-2 { padding-bottom: 0.5rem !important; } + +.pl-2 { padding-left: 0.5rem !important; } + +.px-2 { padding-right: 0.5rem !important; padding-left: 0.5rem !important; } + +.py-2 { padding-top: 0.5rem !important; padding-bottom: 0.5rem !important; } + +.p-3 { padding: 0.75rem !important; } + +.pt-3 { padding-top: 0.75rem !important; } + +.pr-3 { padding-right: 0.75rem !important; } + +.pb-3 { padding-bottom: 0.75rem !important; } + +.pl-3 { padding-left: 0.75rem !important; } + +.px-3 { padding-right: 0.75rem !important; padding-left: 0.75rem !important; } + +.py-3 { padding-top: 0.75rem !important; padding-bottom: 0.75rem !important; } + +.p-4 { padding: 1rem !important; } + +.pt-4 { padding-top: 1rem !important; } + +.pr-4 { padding-right: 1rem !important; } + +.pb-4 { padding-bottom: 1rem !important; } + +.pl-4 { padding-left: 1rem !important; } + +.px-4 { padding-right: 1rem !important; padding-left: 1rem !important; } + +.py-4 { padding-top: 1rem !important; padding-bottom: 1rem !important; } + +.p-5 { padding: 1.5rem !important; } + +.pt-5 { padding-top: 1.5rem !important; } + +.pr-5 { padding-right: 1.5rem !important; } + +.pb-5 { padding-bottom: 1.5rem !important; } + +.pl-5 { padding-left: 1.5rem !important; } + +.px-5 { padding-right: 1.5rem !important; padding-left: 1.5rem !important; } + +.py-5 { padding-top: 1.5rem !important; padding-bottom: 1.5rem !important; } + +.p-6 { padding: 2rem !important; } + +.pt-6 { padding-top: 2rem !important; } + +.pr-6 { padding-right: 2rem !important; } + +.pb-6 { padding-bottom: 2rem !important; } + +.pl-6 { padding-left: 2rem !important; } + +.px-6 { padding-right: 2rem !important; padding-left: 2rem !important; } + +.py-6 { padding-top: 2rem !important; padding-bottom: 2rem !important; } + +.p-7 { padding: 2.5rem !important; } + +.pt-7 { padding-top: 2.5rem !important; } + +.pr-7 { padding-right: 2.5rem !important; } + +.pb-7 { padding-bottom: 2.5rem !important; } + +.pl-7 { padding-left: 2.5rem !important; } + +.px-7 { padding-right: 2.5rem !important; padding-left: 2.5rem !important; } + +.py-7 { padding-top: 2.5rem !important; padding-bottom: 2.5rem !important; } + +.p-8 { padding: 3rem !important; } + +.pt-8 { padding-top: 3rem !important; } + +.pr-8 { padding-right: 3rem !important; } + +.pb-8 { padding-bottom: 3rem !important; } + +.pl-8 { padding-left: 3rem !important; } + +.px-8 { padding-right: 3rem !important; padding-left: 3rem !important; } + +.py-8 { padding-top: 3rem !important; padding-bottom: 3rem !important; } + +.p-9 { padding: 3.5rem !important; } + +.pt-9 { padding-top: 3.5rem !important; } + +.pr-9 { padding-right: 3.5rem !important; } + +.pb-9 { padding-bottom: 3.5rem !important; } + +.pl-9 { padding-left: 3.5rem !important; } + +.px-9 { padding-right: 3.5rem !important; padding-left: 3.5rem !important; } + +.py-9 { padding-top: 3.5rem !important; padding-bottom: 3.5rem !important; } + +.p-10 { padding: 4rem !important; } + +.pt-10 { padding-top: 4rem !important; } + +.pr-10 { padding-right: 4rem !important; } + +.pb-10 { padding-bottom: 4rem !important; } + +.pl-10 { padding-left: 4rem !important; } + +.px-10 { padding-right: 4rem !important; padding-left: 4rem !important; } + +.py-10 { padding-top: 4rem !important; padding-bottom: 4rem !important; } + +@media (min-width: 20rem) { .p-xs-0 { padding: 0 !important; } + .pt-xs-0 { padding-top: 0 !important; } + .pr-xs-0 { padding-right: 0 !important; } + .pb-xs-0 { padding-bottom: 0 !important; } + .pl-xs-0 { padding-left: 0 !important; } + .px-xs-0 { padding-right: 0 !important; padding-left: 0 !important; } + .py-xs-0 { padding-top: 0 !important; padding-bottom: 0 !important; } + .p-xs-1 { padding: 0.25rem !important; } + .pt-xs-1 { padding-top: 0.25rem !important; } + .pr-xs-1 { padding-right: 0.25rem !important; } + .pb-xs-1 { padding-bottom: 0.25rem !important; } + .pl-xs-1 { padding-left: 0.25rem !important; } + .px-xs-1 { padding-right: 0.25rem !important; padding-left: 0.25rem !important; } + .py-xs-1 { padding-top: 0.25rem !important; padding-bottom: 0.25rem !important; } + .p-xs-2 { padding: 0.5rem !important; } + .pt-xs-2 { padding-top: 0.5rem !important; } + .pr-xs-2 { padding-right: 0.5rem !important; } + .pb-xs-2 { padding-bottom: 0.5rem !important; } + .pl-xs-2 { padding-left: 0.5rem !important; } + .px-xs-2 { padding-right: 0.5rem !important; padding-left: 0.5rem !important; } + .py-xs-2 { padding-top: 0.5rem !important; padding-bottom: 0.5rem !important; } + .p-xs-3 { padding: 0.75rem !important; } + .pt-xs-3 { padding-top: 0.75rem !important; } + .pr-xs-3 { padding-right: 0.75rem !important; } + .pb-xs-3 { padding-bottom: 0.75rem !important; } + .pl-xs-3 { padding-left: 0.75rem !important; } + .px-xs-3 { padding-right: 0.75rem !important; padding-left: 0.75rem !important; } + .py-xs-3 { padding-top: 0.75rem !important; padding-bottom: 0.75rem !important; } + .p-xs-4 { padding: 1rem !important; } + .pt-xs-4 { padding-top: 1rem !important; } + .pr-xs-4 { padding-right: 1rem !important; } + .pb-xs-4 { padding-bottom: 1rem !important; } + .pl-xs-4 { padding-left: 1rem !important; } + .px-xs-4 { padding-right: 1rem !important; padding-left: 1rem !important; } + .py-xs-4 { padding-top: 1rem !important; padding-bottom: 1rem !important; } + .p-xs-5 { padding: 1.5rem !important; } + .pt-xs-5 { padding-top: 1.5rem !important; } + .pr-xs-5 { padding-right: 1.5rem !important; } + .pb-xs-5 { padding-bottom: 1.5rem !important; } + .pl-xs-5 { padding-left: 1.5rem !important; } + .px-xs-5 { padding-right: 1.5rem !important; padding-left: 1.5rem !important; } + .py-xs-5 { padding-top: 1.5rem !important; padding-bottom: 1.5rem !important; } + .p-xs-6 { padding: 2rem !important; } + .pt-xs-6 { padding-top: 2rem !important; } + .pr-xs-6 { padding-right: 2rem !important; } + .pb-xs-6 { padding-bottom: 2rem !important; } + .pl-xs-6 { padding-left: 2rem !important; } + .px-xs-6 { padding-right: 2rem !important; padding-left: 2rem !important; } + .py-xs-6 { padding-top: 2rem !important; padding-bottom: 2rem !important; } + .p-xs-7 { padding: 2.5rem !important; } + .pt-xs-7 { padding-top: 2.5rem !important; } + .pr-xs-7 { padding-right: 2.5rem !important; } + .pb-xs-7 { padding-bottom: 2.5rem !important; } + .pl-xs-7 { padding-left: 2.5rem !important; } + .px-xs-7 { padding-right: 2.5rem !important; padding-left: 2.5rem !important; } + .py-xs-7 { padding-top: 2.5rem !important; padding-bottom: 2.5rem !important; } + .p-xs-8 { padding: 3rem !important; } + .pt-xs-8 { padding-top: 3rem !important; } + .pr-xs-8 { padding-right: 3rem !important; } + .pb-xs-8 { padding-bottom: 3rem !important; } + .pl-xs-8 { padding-left: 3rem !important; } + .px-xs-8 { padding-right: 3rem !important; padding-left: 3rem !important; } + .py-xs-8 { padding-top: 3rem !important; padding-bottom: 3rem !important; } + .p-xs-9 { padding: 3.5rem !important; } + .pt-xs-9 { padding-top: 3.5rem !important; } + .pr-xs-9 { padding-right: 3.5rem !important; } + .pb-xs-9 { padding-bottom: 3.5rem !important; } + .pl-xs-9 { padding-left: 3.5rem !important; } + .px-xs-9 { padding-right: 3.5rem !important; padding-left: 3.5rem !important; } + .py-xs-9 { padding-top: 3.5rem !important; padding-bottom: 3.5rem !important; } + .p-xs-10 { padding: 4rem !important; } + .pt-xs-10 { padding-top: 4rem !important; } + .pr-xs-10 { padding-right: 4rem !important; } + .pb-xs-10 { padding-bottom: 4rem !important; } + .pl-xs-10 { padding-left: 4rem !important; } + .px-xs-10 { padding-right: 4rem !important; padding-left: 4rem !important; } + .py-xs-10 { padding-top: 4rem !important; padding-bottom: 4rem !important; } } +@media (min-width: 31.25rem) { .p-sm-0 { padding: 0 !important; } + .pt-sm-0 { padding-top: 0 !important; } + .pr-sm-0 { padding-right: 0 !important; } + .pb-sm-0 { padding-bottom: 0 !important; } + .pl-sm-0 { padding-left: 0 !important; } + .px-sm-0 { padding-right: 0 !important; padding-left: 0 !important; } + .py-sm-0 { padding-top: 0 !important; padding-bottom: 0 !important; } + .p-sm-1 { padding: 0.25rem !important; } + .pt-sm-1 { padding-top: 0.25rem !important; } + .pr-sm-1 { padding-right: 0.25rem !important; } + .pb-sm-1 { padding-bottom: 0.25rem !important; } + .pl-sm-1 { padding-left: 0.25rem !important; } + .px-sm-1 { padding-right: 0.25rem !important; padding-left: 0.25rem !important; } + .py-sm-1 { padding-top: 0.25rem !important; padding-bottom: 0.25rem !important; } + .p-sm-2 { padding: 0.5rem !important; } + .pt-sm-2 { padding-top: 0.5rem !important; } + .pr-sm-2 { padding-right: 0.5rem !important; } + .pb-sm-2 { padding-bottom: 0.5rem !important; } + .pl-sm-2 { padding-left: 0.5rem !important; } + .px-sm-2 { padding-right: 0.5rem !important; padding-left: 0.5rem !important; } + .py-sm-2 { padding-top: 0.5rem !important; padding-bottom: 0.5rem !important; } + .p-sm-3 { padding: 0.75rem !important; } + .pt-sm-3 { padding-top: 0.75rem !important; } + .pr-sm-3 { padding-right: 0.75rem !important; } + .pb-sm-3 { padding-bottom: 0.75rem !important; } + .pl-sm-3 { padding-left: 0.75rem !important; } + .px-sm-3 { padding-right: 0.75rem !important; padding-left: 0.75rem !important; } + .py-sm-3 { padding-top: 0.75rem !important; padding-bottom: 0.75rem !important; } + .p-sm-4 { padding: 1rem !important; } + .pt-sm-4 { padding-top: 1rem !important; } + .pr-sm-4 { padding-right: 1rem !important; } + .pb-sm-4 { padding-bottom: 1rem !important; } + .pl-sm-4 { padding-left: 1rem !important; } + .px-sm-4 { padding-right: 1rem !important; padding-left: 1rem !important; } + .py-sm-4 { padding-top: 1rem !important; padding-bottom: 1rem !important; } + .p-sm-5 { padding: 1.5rem !important; } + .pt-sm-5 { padding-top: 1.5rem !important; } + .pr-sm-5 { padding-right: 1.5rem !important; } + .pb-sm-5 { padding-bottom: 1.5rem !important; } + .pl-sm-5 { padding-left: 1.5rem !important; } + .px-sm-5 { padding-right: 1.5rem !important; padding-left: 1.5rem !important; } + .py-sm-5 { padding-top: 1.5rem !important; padding-bottom: 1.5rem !important; } + .p-sm-6 { padding: 2rem !important; } + .pt-sm-6 { padding-top: 2rem !important; } + .pr-sm-6 { padding-right: 2rem !important; } + .pb-sm-6 { padding-bottom: 2rem !important; } + .pl-sm-6 { padding-left: 2rem !important; } + .px-sm-6 { padding-right: 2rem !important; padding-left: 2rem !important; } + .py-sm-6 { padding-top: 2rem !important; padding-bottom: 2rem !important; } + .p-sm-7 { padding: 2.5rem !important; } + .pt-sm-7 { padding-top: 2.5rem !important; } + .pr-sm-7 { padding-right: 2.5rem !important; } + .pb-sm-7 { padding-bottom: 2.5rem !important; } + .pl-sm-7 { padding-left: 2.5rem !important; } + .px-sm-7 { padding-right: 2.5rem !important; padding-left: 2.5rem !important; } + .py-sm-7 { padding-top: 2.5rem !important; padding-bottom: 2.5rem !important; } + .p-sm-8 { padding: 3rem !important; } + .pt-sm-8 { padding-top: 3rem !important; } + .pr-sm-8 { padding-right: 3rem !important; } + .pb-sm-8 { padding-bottom: 3rem !important; } + .pl-sm-8 { padding-left: 3rem !important; } + .px-sm-8 { padding-right: 3rem !important; padding-left: 3rem !important; } + .py-sm-8 { padding-top: 3rem !important; padding-bottom: 3rem !important; } + .p-sm-9 { padding: 3.5rem !important; } + .pt-sm-9 { padding-top: 3.5rem !important; } + .pr-sm-9 { padding-right: 3.5rem !important; } + .pb-sm-9 { padding-bottom: 3.5rem !important; } + .pl-sm-9 { padding-left: 3.5rem !important; } + .px-sm-9 { padding-right: 3.5rem !important; padding-left: 3.5rem !important; } + .py-sm-9 { padding-top: 3.5rem !important; padding-bottom: 3.5rem !important; } + .p-sm-10 { padding: 4rem !important; } + .pt-sm-10 { padding-top: 4rem !important; } + .pr-sm-10 { padding-right: 4rem !important; } + .pb-sm-10 { padding-bottom: 4rem !important; } + .pl-sm-10 { padding-left: 4rem !important; } + .px-sm-10 { padding-right: 4rem !important; padding-left: 4rem !important; } + .py-sm-10 { padding-top: 4rem !important; padding-bottom: 4rem !important; } } +@media (min-width: 50rem) { .p-md-0 { padding: 0 !important; } + .pt-md-0 { padding-top: 0 !important; } + .pr-md-0 { padding-right: 0 !important; } + .pb-md-0 { padding-bottom: 0 !important; } + .pl-md-0 { padding-left: 0 !important; } + .px-md-0 { padding-right: 0 !important; padding-left: 0 !important; } + .py-md-0 { padding-top: 0 !important; padding-bottom: 0 !important; } + .p-md-1 { padding: 0.25rem !important; } + .pt-md-1 { padding-top: 0.25rem !important; } + .pr-md-1 { padding-right: 0.25rem !important; } + .pb-md-1 { padding-bottom: 0.25rem !important; } + .pl-md-1 { padding-left: 0.25rem !important; } + .px-md-1 { padding-right: 0.25rem !important; padding-left: 0.25rem !important; } + .py-md-1 { padding-top: 0.25rem !important; padding-bottom: 0.25rem !important; } + .p-md-2 { padding: 0.5rem !important; } + .pt-md-2 { padding-top: 0.5rem !important; } + .pr-md-2 { padding-right: 0.5rem !important; } + .pb-md-2 { padding-bottom: 0.5rem !important; } + .pl-md-2 { padding-left: 0.5rem !important; } + .px-md-2 { padding-right: 0.5rem !important; padding-left: 0.5rem !important; } + .py-md-2 { padding-top: 0.5rem !important; padding-bottom: 0.5rem !important; } + .p-md-3 { padding: 0.75rem !important; } + .pt-md-3 { padding-top: 0.75rem !important; } + .pr-md-3 { padding-right: 0.75rem !important; } + .pb-md-3 { padding-bottom: 0.75rem !important; } + .pl-md-3 { padding-left: 0.75rem !important; } + .px-md-3 { padding-right: 0.75rem !important; padding-left: 0.75rem !important; } + .py-md-3 { padding-top: 0.75rem !important; padding-bottom: 0.75rem !important; } + .p-md-4 { padding: 1rem !important; } + .pt-md-4 { padding-top: 1rem !important; } + .pr-md-4 { padding-right: 1rem !important; } + .pb-md-4 { padding-bottom: 1rem !important; } + .pl-md-4 { padding-left: 1rem !important; } + .px-md-4 { padding-right: 1rem !important; padding-left: 1rem !important; } + .py-md-4 { padding-top: 1rem !important; padding-bottom: 1rem !important; } + .p-md-5 { padding: 1.5rem !important; } + .pt-md-5 { padding-top: 1.5rem !important; } + .pr-md-5 { padding-right: 1.5rem !important; } + .pb-md-5 { padding-bottom: 1.5rem !important; } + .pl-md-5 { padding-left: 1.5rem !important; } + .px-md-5 { padding-right: 1.5rem !important; padding-left: 1.5rem !important; } + .py-md-5 { padding-top: 1.5rem !important; padding-bottom: 1.5rem !important; } + .p-md-6 { padding: 2rem !important; } + .pt-md-6 { padding-top: 2rem !important; } + .pr-md-6 { padding-right: 2rem !important; } + .pb-md-6 { padding-bottom: 2rem !important; } + .pl-md-6 { padding-left: 2rem !important; } + .px-md-6 { padding-right: 2rem !important; padding-left: 2rem !important; } + .py-md-6 { padding-top: 2rem !important; padding-bottom: 2rem !important; } + .p-md-7 { padding: 2.5rem !important; } + .pt-md-7 { padding-top: 2.5rem !important; } + .pr-md-7 { padding-right: 2.5rem !important; } + .pb-md-7 { padding-bottom: 2.5rem !important; } + .pl-md-7 { padding-left: 2.5rem !important; } + .px-md-7 { padding-right: 2.5rem !important; padding-left: 2.5rem !important; } + .py-md-7 { padding-top: 2.5rem !important; padding-bottom: 2.5rem !important; } + .p-md-8 { padding: 3rem !important; } + .pt-md-8 { padding-top: 3rem !important; } + .pr-md-8 { padding-right: 3rem !important; } + .pb-md-8 { padding-bottom: 3rem !important; } + .pl-md-8 { padding-left: 3rem !important; } + .px-md-8 { padding-right: 3rem !important; padding-left: 3rem !important; } + .py-md-8 { padding-top: 3rem !important; padding-bottom: 3rem !important; } + .p-md-9 { padding: 3.5rem !important; } + .pt-md-9 { padding-top: 3.5rem !important; } + .pr-md-9 { padding-right: 3.5rem !important; } + .pb-md-9 { padding-bottom: 3.5rem !important; } + .pl-md-9 { padding-left: 3.5rem !important; } + .px-md-9 { padding-right: 3.5rem !important; padding-left: 3.5rem !important; } + .py-md-9 { padding-top: 3.5rem !important; padding-bottom: 3.5rem !important; } + .p-md-10 { padding: 4rem !important; } + .pt-md-10 { padding-top: 4rem !important; } + .pr-md-10 { padding-right: 4rem !important; } + .pb-md-10 { padding-bottom: 4rem !important; } + .pl-md-10 { padding-left: 4rem !important; } + .px-md-10 { padding-right: 4rem !important; padding-left: 4rem !important; } + .py-md-10 { padding-top: 4rem !important; padding-bottom: 4rem !important; } } +@media (min-width: 66.5rem) { .p-lg-0 { padding: 0 !important; } + .pt-lg-0 { padding-top: 0 !important; } + .pr-lg-0 { padding-right: 0 !important; } + .pb-lg-0 { padding-bottom: 0 !important; } + .pl-lg-0 { padding-left: 0 !important; } + .px-lg-0 { padding-right: 0 !important; padding-left: 0 !important; } + .py-lg-0 { padding-top: 0 !important; padding-bottom: 0 !important; } + .p-lg-1 { padding: 0.25rem !important; } + .pt-lg-1 { padding-top: 0.25rem !important; } + .pr-lg-1 { padding-right: 0.25rem !important; } + .pb-lg-1 { padding-bottom: 0.25rem !important; } + .pl-lg-1 { padding-left: 0.25rem !important; } + .px-lg-1 { padding-right: 0.25rem !important; padding-left: 0.25rem !important; } + .py-lg-1 { padding-top: 0.25rem !important; padding-bottom: 0.25rem !important; } + .p-lg-2 { padding: 0.5rem !important; } + .pt-lg-2 { padding-top: 0.5rem !important; } + .pr-lg-2 { padding-right: 0.5rem !important; } + .pb-lg-2 { padding-bottom: 0.5rem !important; } + .pl-lg-2 { padding-left: 0.5rem !important; } + .px-lg-2 { padding-right: 0.5rem !important; padding-left: 0.5rem !important; } + .py-lg-2 { padding-top: 0.5rem !important; padding-bottom: 0.5rem !important; } + .p-lg-3 { padding: 0.75rem !important; } + .pt-lg-3 { padding-top: 0.75rem !important; } + .pr-lg-3 { padding-right: 0.75rem !important; } + .pb-lg-3 { padding-bottom: 0.75rem !important; } + .pl-lg-3 { padding-left: 0.75rem !important; } + .px-lg-3 { padding-right: 0.75rem !important; padding-left: 0.75rem !important; } + .py-lg-3 { padding-top: 0.75rem !important; padding-bottom: 0.75rem !important; } + .p-lg-4 { padding: 1rem !important; } + .pt-lg-4 { padding-top: 1rem !important; } + .pr-lg-4 { padding-right: 1rem !important; } + .pb-lg-4 { padding-bottom: 1rem !important; } + .pl-lg-4 { padding-left: 1rem !important; } + .px-lg-4 { padding-right: 1rem !important; padding-left: 1rem !important; } + .py-lg-4 { padding-top: 1rem !important; padding-bottom: 1rem !important; } + .p-lg-5 { padding: 1.5rem !important; } + .pt-lg-5 { padding-top: 1.5rem !important; } + .pr-lg-5 { padding-right: 1.5rem !important; } + .pb-lg-5 { padding-bottom: 1.5rem !important; } + .pl-lg-5 { padding-left: 1.5rem !important; } + .px-lg-5 { padding-right: 1.5rem !important; padding-left: 1.5rem !important; } + .py-lg-5 { padding-top: 1.5rem !important; padding-bottom: 1.5rem !important; } + .p-lg-6 { padding: 2rem !important; } + .pt-lg-6 { padding-top: 2rem !important; } + .pr-lg-6 { padding-right: 2rem !important; } + .pb-lg-6 { padding-bottom: 2rem !important; } + .pl-lg-6 { padding-left: 2rem !important; } + .px-lg-6 { padding-right: 2rem !important; padding-left: 2rem !important; } + .py-lg-6 { padding-top: 2rem !important; padding-bottom: 2rem !important; } + .p-lg-7 { padding: 2.5rem !important; } + .pt-lg-7 { padding-top: 2.5rem !important; } + .pr-lg-7 { padding-right: 2.5rem !important; } + .pb-lg-7 { padding-bottom: 2.5rem !important; } + .pl-lg-7 { padding-left: 2.5rem !important; } + .px-lg-7 { padding-right: 2.5rem !important; padding-left: 2.5rem !important; } + .py-lg-7 { padding-top: 2.5rem !important; padding-bottom: 2.5rem !important; } + .p-lg-8 { padding: 3rem !important; } + .pt-lg-8 { padding-top: 3rem !important; } + .pr-lg-8 { padding-right: 3rem !important; } + .pb-lg-8 { padding-bottom: 3rem !important; } + .pl-lg-8 { padding-left: 3rem !important; } + .px-lg-8 { padding-right: 3rem !important; padding-left: 3rem !important; } + .py-lg-8 { padding-top: 3rem !important; padding-bottom: 3rem !important; } + .p-lg-9 { padding: 3.5rem !important; } + .pt-lg-9 { padding-top: 3.5rem !important; } + .pr-lg-9 { padding-right: 3.5rem !important; } + .pb-lg-9 { padding-bottom: 3.5rem !important; } + .pl-lg-9 { padding-left: 3.5rem !important; } + .px-lg-9 { padding-right: 3.5rem !important; padding-left: 3.5rem !important; } + .py-lg-9 { padding-top: 3.5rem !important; padding-bottom: 3.5rem !important; } + .p-lg-10 { padding: 4rem !important; } + .pt-lg-10 { padding-top: 4rem !important; } + .pr-lg-10 { padding-right: 4rem !important; } + .pb-lg-10 { padding-bottom: 4rem !important; } + .pl-lg-10 { padding-left: 4rem !important; } + .px-lg-10 { padding-right: 4rem !important; padding-left: 4rem !important; } + .py-lg-10 { padding-top: 4rem !important; padding-bottom: 4rem !important; } } +@media (min-width: 87.5rem) { .p-xl-0 { padding: 0 !important; } + .pt-xl-0 { padding-top: 0 !important; } + .pr-xl-0 { padding-right: 0 !important; } + .pb-xl-0 { padding-bottom: 0 !important; } + .pl-xl-0 { padding-left: 0 !important; } + .px-xl-0 { padding-right: 0 !important; padding-left: 0 !important; } + .py-xl-0 { padding-top: 0 !important; padding-bottom: 0 !important; } + .p-xl-1 { padding: 0.25rem !important; } + .pt-xl-1 { padding-top: 0.25rem !important; } + .pr-xl-1 { padding-right: 0.25rem !important; } + .pb-xl-1 { padding-bottom: 0.25rem !important; } + .pl-xl-1 { padding-left: 0.25rem !important; } + .px-xl-1 { padding-right: 0.25rem !important; padding-left: 0.25rem !important; } + .py-xl-1 { padding-top: 0.25rem !important; padding-bottom: 0.25rem !important; } + .p-xl-2 { padding: 0.5rem !important; } + .pt-xl-2 { padding-top: 0.5rem !important; } + .pr-xl-2 { padding-right: 0.5rem !important; } + .pb-xl-2 { padding-bottom: 0.5rem !important; } + .pl-xl-2 { padding-left: 0.5rem !important; } + .px-xl-2 { padding-right: 0.5rem !important; padding-left: 0.5rem !important; } + .py-xl-2 { padding-top: 0.5rem !important; padding-bottom: 0.5rem !important; } + .p-xl-3 { padding: 0.75rem !important; } + .pt-xl-3 { padding-top: 0.75rem !important; } + .pr-xl-3 { padding-right: 0.75rem !important; } + .pb-xl-3 { padding-bottom: 0.75rem !important; } + .pl-xl-3 { padding-left: 0.75rem !important; } + .px-xl-3 { padding-right: 0.75rem !important; padding-left: 0.75rem !important; } + .py-xl-3 { padding-top: 0.75rem !important; padding-bottom: 0.75rem !important; } + .p-xl-4 { padding: 1rem !important; } + .pt-xl-4 { padding-top: 1rem !important; } + .pr-xl-4 { padding-right: 1rem !important; } + .pb-xl-4 { padding-bottom: 1rem !important; } + .pl-xl-4 { padding-left: 1rem !important; } + .px-xl-4 { padding-right: 1rem !important; padding-left: 1rem !important; } + .py-xl-4 { padding-top: 1rem !important; padding-bottom: 1rem !important; } + .p-xl-5 { padding: 1.5rem !important; } + .pt-xl-5 { padding-top: 1.5rem !important; } + .pr-xl-5 { padding-right: 1.5rem !important; } + .pb-xl-5 { padding-bottom: 1.5rem !important; } + .pl-xl-5 { padding-left: 1.5rem !important; } + .px-xl-5 { padding-right: 1.5rem !important; padding-left: 1.5rem !important; } + .py-xl-5 { padding-top: 1.5rem !important; padding-bottom: 1.5rem !important; } + .p-xl-6 { padding: 2rem !important; } + .pt-xl-6 { padding-top: 2rem !important; } + .pr-xl-6 { padding-right: 2rem !important; } + .pb-xl-6 { padding-bottom: 2rem !important; } + .pl-xl-6 { padding-left: 2rem !important; } + .px-xl-6 { padding-right: 2rem !important; padding-left: 2rem !important; } + .py-xl-6 { padding-top: 2rem !important; padding-bottom: 2rem !important; } + .p-xl-7 { padding: 2.5rem !important; } + .pt-xl-7 { padding-top: 2.5rem !important; } + .pr-xl-7 { padding-right: 2.5rem !important; } + .pb-xl-7 { padding-bottom: 2.5rem !important; } + .pl-xl-7 { padding-left: 2.5rem !important; } + .px-xl-7 { padding-right: 2.5rem !important; padding-left: 2.5rem !important; } + .py-xl-7 { padding-top: 2.5rem !important; padding-bottom: 2.5rem !important; } + .p-xl-8 { padding: 3rem !important; } + .pt-xl-8 { padding-top: 3rem !important; } + .pr-xl-8 { padding-right: 3rem !important; } + .pb-xl-8 { padding-bottom: 3rem !important; } + .pl-xl-8 { padding-left: 3rem !important; } + .px-xl-8 { padding-right: 3rem !important; padding-left: 3rem !important; } + .py-xl-8 { padding-top: 3rem !important; padding-bottom: 3rem !important; } + .p-xl-9 { padding: 3.5rem !important; } + .pt-xl-9 { padding-top: 3.5rem !important; } + .pr-xl-9 { padding-right: 3.5rem !important; } + .pb-xl-9 { padding-bottom: 3.5rem !important; } + .pl-xl-9 { padding-left: 3.5rem !important; } + .px-xl-9 { padding-right: 3.5rem !important; padding-left: 3.5rem !important; } + .py-xl-9 { padding-top: 3.5rem !important; padding-bottom: 3.5rem !important; } + .p-xl-10 { padding: 4rem !important; } + .pt-xl-10 { padding-top: 4rem !important; } + .pr-xl-10 { padding-right: 4rem !important; } + .pb-xl-10 { padding-bottom: 4rem !important; } + .pl-xl-10 { padding-left: 4rem !important; } + .px-xl-10 { padding-right: 4rem !important; padding-left: 4rem !important; } + .py-xl-10 { padding-top: 4rem !important; padding-bottom: 4rem !important; } } +@media print { .site-footer, .site-button, #edit-this-page, #back-to-top, .site-nav, .main-header { display: none !important; } + .side-bar { width: 100%; height: auto; border-right: 0 !important; } + .site-header { border-bottom: 1px solid #44434d; } + .site-title { font-size: 1rem !important; font-weight: 700 !important; } + .text-small { font-size: 8pt !important; } + pre.highlight { border: 1px solid #44434d; } + .main { max-width: none; margin-left: 0; } } +a.skip-to-main { left: -999px; position: absolute; top: auto; width: 1px; height: 1px; overflow: hidden; z-index: -999; } + +a.skip-to-main:focus, a.skip-to-main:active { color: #2c84fa; background-color: #27262b; left: auto; top: auto; width: 30%; height: auto; overflow: auto; margin: 10px 35%; padding: 5px; border-radius: 15px; border: 4px solid #264caf; text-align: center; font-size: 1.2em; z-index: 999; } + +div.opaque { background-color: #27262b; } + +p.note, blockquote.note { background: #2ce5b5; border-left: 4px solid #f5f7f9; border-radius: 4px; box-shadow: 0 1px 2px rgba(0, 0, 0, 0.12), 0 3px 10px rgba(0, 0, 0, 0.08); padding: .8rem; } +p.note > .note-title, blockquote.note > .note-title { color: #f5f7f9; display: block; font-weight: bold; text-transform: uppercase; font-size: .75em; padding-bottom: .125rem; } + +p.note-title, blockquote.note-title { background: #2ce5b5; border-left: 4px solid #f5f7f9; border-radius: 4px; box-shadow: 0 1px 2px rgba(0, 0, 0, 0.12), 0 3px 10px rgba(0, 0, 0, 0.08); padding: .8rem; } +p.note-title > p:first-child, blockquote.note-title > p:first-child { margin-top: 0; margin-bottom: 0; color: #f5f7f9; display: block; font-weight: bold; text-transform: uppercase; font-size: .75em; padding-bottom: .125rem; } + +blockquote.note { margin-left: 0; margin-right: 0; } +blockquote.note > p:first-child { margin-top: 0; } +blockquote.note > p:last-child { margin-bottom: 0; } + +blockquote.note-title { margin-left: 0; margin-right: 0; } +blockquote.note-title > p:nth-child(2) { margin-top: 0; } +blockquote.note-title > p:last-child { margin-bottom: 0; } + +p.warning, blockquote.warning { background: rgba(221, 46, 46, 0.2); border-left: 4px solid #f77e7e; border-radius: 4px; box-shadow: 0 1px 2px rgba(0, 0, 0, 0.12), 0 3px 10px rgba(0, 0, 0, 0.08); padding: .8rem; } +p.warning::before, blockquote.warning::before { color: #f77e7e; content: "⚠️ Warning ⚠️"; display: block; font-weight: bold; text-transform: uppercase; font-size: .75em; padding-bottom: .125rem; } +p.warning > .warning-title, blockquote.warning > .warning-title { color: #f77e7e; display: block; font-weight: bold; text-transform: uppercase; font-size: .75em; padding-bottom: .125rem; } + +p.warning-title, blockquote.warning-title { background: rgba(221, 46, 46, 0.2); border-left: 4px solid #f77e7e; border-radius: 4px; box-shadow: 0 1px 2px rgba(0, 0, 0, 0.12), 0 3px 10px rgba(0, 0, 0, 0.08); padding: .8rem; } +p.warning-title > p:first-child, blockquote.warning-title > p:first-child { margin-top: 0; margin-bottom: 0; color: #f77e7e; display: block; font-weight: bold; text-transform: uppercase; font-size: .75em; padding-bottom: .125rem; } + +blockquote.warning { margin-left: 0; margin-right: 0; } +blockquote.warning > p:first-child { margin-top: 0; } +blockquote.warning > p:last-child { margin-bottom: 0; } + +blockquote.warning-title { margin-left: 0; margin-right: 0; } +blockquote.warning-title > p:nth-child(2) { margin-top: 0; } +blockquote.warning-title > p:last-child { margin-bottom: 0; } + +p.tip, blockquote.tip { background: rgba(2, 110, 87, 0.2); border-left: 4px solid #41d693; border-radius: 4px; box-shadow: 0 1px 2px rgba(0, 0, 0, 0.12), 0 3px 10px rgba(0, 0, 0, 0.08); padding: .8rem; } +p.tip > .tip-title, blockquote.tip > .tip-title { color: #41d693; display: block; font-weight: bold; text-transform: uppercase; font-size: .75em; padding-bottom: .125rem; } + +p.tip-title, blockquote.tip-title { background: rgba(2, 110, 87, 0.2); border-left: 4px solid #41d693; border-radius: 4px; box-shadow: 0 1px 2px rgba(0, 0, 0, 0.12), 0 3px 10px rgba(0, 0, 0, 0.08); padding: .8rem; } +p.tip-title > p:first-child, blockquote.tip-title > p:first-child { margin-top: 0; margin-bottom: 0; color: #41d693; display: block; font-weight: bold; text-transform: uppercase; font-size: .75em; padding-bottom: .125rem; } + +blockquote.tip { margin-left: 0; margin-right: 0; } +blockquote.tip > p:first-child { margin-top: 0; } +blockquote.tip > p:last-child { margin-bottom: 0; } + +blockquote.tip-title { margin-left: 0; margin-right: 0; } +blockquote.tip-title > p:nth-child(2) { margin-top: 0; } +blockquote.tip-title > p:last-child { margin-bottom: 0; } + +p.fubar, blockquote.fubar { background: rgba(56, 24, 133, 0.2); border-left: 4px solid #7253ed; border-radius: 4px; box-shadow: 0 1px 2px rgba(0, 0, 0, 0.12), 0 3px 10px rgba(0, 0, 0, 0.08); padding: .8rem; } +p.fubar > .fubar-title, blockquote.fubar > .fubar-title { color: #7253ed; display: block; font-weight: bold; text-transform: uppercase; font-size: .75em; padding-bottom: .125rem; } + +p.fubar-title, blockquote.fubar-title { background: rgba(56, 24, 133, 0.2); border-left: 4px solid #7253ed; border-radius: 4px; box-shadow: 0 1px 2px rgba(0, 0, 0, 0.12), 0 3px 10px rgba(0, 0, 0, 0.08); padding: .8rem; } +p.fubar-title > p:first-child, blockquote.fubar-title > p:first-child { margin-top: 0; margin-bottom: 0; color: #7253ed; display: block; font-weight: bold; text-transform: uppercase; font-size: .75em; padding-bottom: .125rem; } + +blockquote.fubar { margin-left: 0; margin-right: 0; } +blockquote.fubar > p:first-child { margin-top: 0; } +blockquote.fubar > p:last-child { margin-bottom: 0; } + +blockquote.fubar-title { margin-left: 0; margin-right: 0; } +blockquote.fubar-title > p:nth-child(2) { margin-top: 0; } +blockquote.fubar-title > p:last-child { margin-bottom: 0; } + +@font-face { font-family: GalanoGrotesque-ExtraLight; src: local(GalanoGrotesque-ExtraLight), url("../fonts/Rene Bieder - Galano Grotesque ExtraLight.otf"); } +@font-face { font-family: GalanoGrotesque; src: local(GalanoGrotesque-Regular), url("../fonts/Rene Bieder - Galano Grotesque.otf"); } +@font-face { font-family: GalanoGrotesque-Bold; src: local(GalanoGrotesque-Bold), url("../fonts/Rene Bieder - Galano Grotesque Bold.otf"); } +@font-face { font-family: GalanoGrotesque-Medium; src: local(Rene-Bieder-Galano-Grotesque-Medium), url("../fonts/Rene Bieder - Galano Grotesque Medium.otf"); } +html { scroll-padding-top: 90px; } + +body { font-family: GalanoGrotesque; color: #000000; } +body .body-wrapper, body footer { display: flex; } +body .body-wrapper .main, body .body-wrapper .footer-main, body footer .main, body footer .footer-main { width: 75%; max-width: 75%; margin-left: 0; float: right; position: relative; } +body .body-wrapper .main .main-content-wrap, body .body-wrapper .footer-main .main-content-wrap, body footer .main .main-content-wrap, body footer .footer-main .main-content-wrap { max-width: 1300px; padding: 80px; } +body .body-wrapper .side-bar, body .body-wrapper .footer-sidebar, body footer .side-bar, body footer .footer-sidebar { width: 25%; max-width: 25%; position: relative; height: auto; background-color: #f5f7f9; } +body a { color: #279890; } +body p, body li { font-family: GalanoGrotesque; font-size: 1em; } +body h1 { margin-top: 40px !important; font-family: GalanoGrotesque-Medium; font-size: 42px !important; color: #000000; } +body h2 { margin-top: 40px !important; font-size: 28px !important; font-family: GalanoGrotesque-Medium; } +body h2#table-of-contents { font-family: GalanoGrotesque-Medium; color: #ffffff; font-size: 14px !important; } +body h3 { margin-top: 25px !important; font-size: 18px; font-weight: 600; font-family: GalanoGrotesque-Medium; } +body h4 { margin-top: 25px !important; font-size: 16px; font-weight: 600; font-family: GalanoGrotesque-Medium; } +body .text-delta { text-transform: none; width: 100%; display: block; background-color: #279890; color: #ffffff; border-radius: 2px 2px 0 0; font-size: 14px !important; padding: 10px 15px 8px 15px; } +body .text-delta + ul { background-color: #f5f7f9; width: 100%; border: none; margin-top: 0; border-radius: 0; position: relative; top: -3px; padding: 15px 25px 15px 25px; } +body .text-delta + ul li { text-decoration: underline; } +body .text-delta + ul li::before { content: none; } +body .text-delta + ul li a:hover { background-image: none; } +body .text-delta + ul li a { white-space: normal; } +body #markdown-toc { background-color: #f5f7f9; width: 100%; border: none; margin-top: 0; border-radius: 0; position: relative; top: -3px; padding: 15px 25px 15px 25px; } +body #markdown-toc li::before { display: none; } +body #markdown-toc li a { color: #279890; font-size: 1em; background-image: none; white-space: normal; } +body #markdown-toc li a:hover { background-image: none; color: #279890; } +body #markdown-toc li ol, body #markdown-toc li ul { border: none; } +body #markdown-toc li ol li a, body #markdown-toc li ul li a { padding-bottom: 0; } +body div.highlighter-rouge pre.highlight { padding: 10px; } +body .highlight code { background-color: transparent; } +body .btn { padding: 6px 14px; color: #2f3433; font-family: GalanoGrotesque; border-radius: 4px; background: #ffffff; border: solid 2px #2f3433; box-shadow: none; } +body .btn:hover { border-color: #279890; color: #279890; background: #ffffff; } +body .btn-green { font-size: 16px; line-height: 1.63; letter-spacing: 0.05px; color: #ffffff; background-color: #279890; border: 2px solid #279890; } +body .btn-green:hover { background-color: #ffffff; color: #279890; } +body .main-content h1:hover a.anchor-heading, body .main-content h2:hover a.anchor-heading, body .main-content h3:hover a.anchor-heading, body .main-content h4:hover a.anchor-heading, body .main-content h5:hover a.anchor-heading, body .main-content h6:hover a.anchor-heading { left: -1.7rem; background-image: url("../../assets/icons/anchor.svg"); width: 24px; height: 24px; background-repeat: no-repeat; background-size: contain; background-position: center center; } +body .main-content h1:hover a.anchor-heading svg, body .main-content h2:hover a.anchor-heading svg, body .main-content h3:hover a.anchor-heading svg, body .main-content h4:hover a.anchor-heading svg, body .main-content h5:hover a.anchor-heading svg, body .main-content h6:hover a.anchor-heading svg { display: none; } +body .main-content h1:hover a.anchor-heading:hover, body .main-content h2:hover a.anchor-heading:hover, body .main-content h3:hover a.anchor-heading:hover, body .main-content h4:hover a.anchor-heading:hover, body .main-content h5:hover a.anchor-heading:hover, body .main-content h6:hover a.anchor-heading:hover { background-image: url("../../assets/icons/anchor green.svg"); } +body .main-content .toc-block { display: table-cell; } + +.main .main-header, .side-bar .site-header { background-color: white; height: 80px; max-height: 80px; min-height: 80px; border: 0; position: fixed; z-index: 2; } + +.main .main-header { width: 75%; } +.main .main-header nav.aux-nav { width: 100%; padding: 0; max-width: 1080px; } +.main .main-header nav.aux-nav .aux-nav-list { justify-content: flex-end; padding: 20px 80px; } +.main .main-header nav.aux-nav .aux-nav-list .aux-nav-list-item a.site-button { font-size: 16px; line-height: 1.63; letter-spacing: 0.05px; color: #000000; margin: 0 4px; } +.main .main-header nav.aux-nav .aux-nav-list .aux-nav-list-item a.site-button:hover { background-image: none; } +.main .main-header nav.aux-nav .aux-nav-list .aux-nav-list-item:hover a, .main .main-header nav.aux-nav .aux-nav-list .aux-nav-list-item.active a { color: #279890; } +.main .main-header nav.aux-nav .aux-nav-list .aux-nav-list-item.button a.site-button { font-size: 16px; line-height: 1.63; letter-spacing: 0.05px; color: #ffffff; margin: 0 0 0 20px; padding: 18px; border-radius: 6px; background-color: #f24886; border: 2px solid #f24886; } +.main .main-header nav.aux-nav .aux-nav-list .aux-nav-list-item.button a.site-button:hover { background-color: #b62d55; border: 2px solid #b62d55; color: #ffffff; } + +.side-bar:after { content: ' '; position: fixed; width: 100vw; top: 80px; box-shadow: 0 0 6px 2px rgba(0, 0, 0, 0.23); left: 0; right: 0; z-index: 0; } + +.side-bar .site-header { width: 25%; justify-content: flex-end; top: 0; } +.side-bar .site-header a.site-title { max-width: 290px; padding: 0; } +.side-bar .site-header a.site-title .site-logo { width: 150px; height: inherit; } +.side-bar .site-header a.site-title:hover { background-image: none; background-color: transparent; } + +.site-logo { width: 135px; height: 30px; } + +.side-bar { padding: 80px 0; border: 0; display: block; z-index: 1; } +.side-bar nav.site-nav, .side-bar nav.aux-nav { padding: 0; width: 100%; display: initial; } +.side-bar nav.site-nav .nav-list, .side-bar nav.site-nav .aux-nav-list, .side-bar nav.aux-nav .nav-list, .side-bar nav.aux-nav .aux-nav-list { width: 100%; padding: 0; margin-top: 30px; } +.side-bar nav.site-nav .nav-list .nav-list-item, .side-bar nav.site-nav .nav-list .aux-nav-list-item, .side-bar nav.site-nav .aux-nav-list .nav-list-item, .side-bar nav.site-nav .aux-nav-list .aux-nav-list-item, .side-bar nav.aux-nav .nav-list .nav-list-item, .side-bar nav.aux-nav .nav-list .aux-nav-list-item, .side-bar nav.aux-nav .aux-nav-list .nav-list-item, .side-bar nav.aux-nav .aux-nav-list .aux-nav-list-item { padding: 0; } +.side-bar nav.site-nav .nav-list .nav-list-item:hover, .side-bar nav.site-nav .nav-list .aux-nav-list-item:hover, .side-bar nav.site-nav .aux-nav-list .nav-list-item:hover, .side-bar nav.site-nav .aux-nav-list .aux-nav-list-item:hover, .side-bar nav.aux-nav .nav-list .nav-list-item:hover, .side-bar nav.aux-nav .nav-list .aux-nav-list-item:hover, .side-bar nav.aux-nav .aux-nav-list .nav-list-item:hover, .side-bar nav.aux-nav .aux-nav-list .aux-nav-list-item:hover { background-color: #ffffff; } +.side-bar nav.site-nav .nav-list .nav-list-item.active:hover, .side-bar nav.site-nav .nav-list .aux-nav-list-item.active:hover, .side-bar nav.site-nav .aux-nav-list .nav-list-item.active:hover, .side-bar nav.site-nav .aux-nav-list .aux-nav-list-item.active:hover, .side-bar nav.aux-nav .nav-list .nav-list-item.active:hover, .side-bar nav.aux-nav .nav-list .aux-nav-list-item.active:hover, .side-bar nav.aux-nav .aux-nav-list .nav-list-item.active:hover, .side-bar nav.aux-nav .aux-nav-list .aux-nav-list-item.active:hover { background-color: transparent; } +.side-bar nav.site-nav .nav-list .nav-list-item.active .nav_list li, .side-bar nav.site-nav .nav-list .aux-nav-list-item.active .nav_list li, .side-bar nav.site-nav .aux-nav-list .nav-list-item.active .nav_list li, .side-bar nav.site-nav .aux-nav-list .aux-nav-list-item.active .nav_list li, .side-bar nav.aux-nav .nav-list .nav-list-item.active .nav_list li, .side-bar nav.aux-nav .nav-list .aux-nav-list-item.active .nav_list li, .side-bar nav.aux-nav .aux-nav-list .nav-list-item.active .nav_list li, .side-bar nav.aux-nav .aux-nav-list .aux-nav-list-item.active .nav_list li { padding-right: 0; padding-left: 0; } +.side-bar nav.site-nav .nav-list .nav-list-item.active .nav_list li:hover, .side-bar nav.site-nav .nav-list .aux-nav-list-item.active .nav_list li:hover, .side-bar nav.site-nav .aux-nav-list .nav-list-item.active .nav_list li:hover, .side-bar nav.site-nav .aux-nav-list .aux-nav-list-item.active .nav_list li:hover, .side-bar nav.aux-nav .nav-list .nav-list-item.active .nav_list li:hover, .side-bar nav.aux-nav .nav-list .aux-nav-list-item.active .nav_list li:hover, .side-bar nav.aux-nav .aux-nav-list .nav-list-item.active .nav_list li:hover, .side-bar nav.aux-nav .aux-nav-list .aux-nav-list-item.active .nav_list li:hover { background-color: #ffffff; } +.side-bar nav.site-nav .nav-list .nav-list-item.header, .side-bar nav.site-nav .nav-list .aux-nav-list-item.header, .side-bar nav.site-nav .aux-nav-list .nav-list-item.header, .side-bar nav.site-nav .aux-nav-list .aux-nav-list-item.header, .side-bar nav.aux-nav .nav-list .nav-list-item.header, .side-bar nav.aux-nav .nav-list .aux-nav-list-item.header, .side-bar nav.aux-nav .aux-nav-list .nav-list-item.header, .side-bar nav.aux-nav .aux-nav-list .aux-nav-list-item.header { padding: 12px 40px 12px calc(100% - 290px); color: #279890; font-family: GalanoGrotesque-Bold; font-size: 18px !important; letter-spacing: 1.1px; } +.side-bar nav.site-nav .nav-list .nav-list-item.header:hover, .side-bar nav.site-nav .nav-list .aux-nav-list-item.header:hover, .side-bar nav.site-nav .aux-nav-list .nav-list-item.header:hover, .side-bar nav.site-nav .aux-nav-list .aux-nav-list-item.header:hover, .side-bar nav.aux-nav .nav-list .nav-list-item.header:hover, .side-bar nav.aux-nav .nav-list .aux-nav-list-item.header:hover, .side-bar nav.aux-nav .aux-nav-list .nav-list-item.header:hover, .side-bar nav.aux-nav .aux-nav-list .aux-nav-list-item.header:hover { background-color: transparent; background-image: none; } +.side-bar nav.site-nav .nav-list .nav-list-item.header:not(:first-of-type), .side-bar nav.site-nav .nav-list .aux-nav-list-item.header:not(:first-of-type), .side-bar nav.site-nav .aux-nav-list .nav-list-item.header:not(:first-of-type), .side-bar nav.site-nav .aux-nav-list .aux-nav-list-item.header:not(:first-of-type), .side-bar nav.aux-nav .nav-list .nav-list-item.header:not(:first-of-type), .side-bar nav.aux-nav .nav-list .aux-nav-list-item.header:not(:first-of-type), .side-bar nav.aux-nav .aux-nav-list .nav-list-item.header:not(:first-of-type), .side-bar nav.aux-nav .aux-nav-list .aux-nav-list-item.header:not(:first-of-type) { padding-top: 36px; border-top: 1px solid #dadada; margin-top: 20px; } +.side-bar nav.site-nav .nav-list .nav-list-item a.nav-list-link, .side-bar nav.site-nav .nav-list .aux-nav-list-item a.nav-list-link, .side-bar nav.site-nav .aux-nav-list .nav-list-item a.nav-list-link, .side-bar nav.site-nav .aux-nav-list .aux-nav-list-item a.nav-list-link, .side-bar nav.aux-nav .nav-list .nav-list-item a.nav-list-link, .side-bar nav.aux-nav .nav-list .aux-nav-list-item a.nav-list-link, .side-bar nav.aux-nav .aux-nav-list .nav-list-item a.nav-list-link, .side-bar nav.aux-nav .aux-nav-list .aux-nav-list-item a.nav-list-link { padding: 12px 40px 12px calc(100% - 290px); font-size: 14px !important; color: #576489; font-family: GalanoGrotesque; letter-spacing: 1.1px; } +.side-bar nav.site-nav .nav-list .nav-list-item a.nav-list-link.active, .side-bar nav.site-nav .nav-list .nav-list-item a.nav-list-link:hover, .side-bar nav.site-nav .nav-list .aux-nav-list-item a.nav-list-link.active, .side-bar nav.site-nav .nav-list .aux-nav-list-item a.nav-list-link:hover, .side-bar nav.site-nav .aux-nav-list .nav-list-item a.nav-list-link.active, .side-bar nav.site-nav .aux-nav-list .nav-list-item a.nav-list-link:hover, .side-bar nav.site-nav .aux-nav-list .aux-nav-list-item a.nav-list-link.active, .side-bar nav.site-nav .aux-nav-list .aux-nav-list-item a.nav-list-link:hover, .side-bar nav.aux-nav .nav-list .nav-list-item a.nav-list-link.active, .side-bar nav.aux-nav .nav-list .nav-list-item a.nav-list-link:hover, .side-bar nav.aux-nav .nav-list .aux-nav-list-item a.nav-list-link.active, .side-bar nav.aux-nav .nav-list .aux-nav-list-item a.nav-list-link:hover, .side-bar nav.aux-nav .aux-nav-list .nav-list-item a.nav-list-link.active, .side-bar nav.aux-nav .aux-nav-list .nav-list-item a.nav-list-link:hover, .side-bar nav.aux-nav .aux-nav-list .aux-nav-list-item a.nav-list-link.active, .side-bar nav.aux-nav .aux-nav-list .aux-nav-list-item a.nav-list-link:hover { background-color: #ffffff; background-image: none; } +.side-bar nav.site-nav .nav-list .nav-list-item a.nav-list-link.active, .side-bar nav.site-nav .nav-list .aux-nav-list-item a.nav-list-link.active, .side-bar nav.site-nav .aux-nav-list .nav-list-item a.nav-list-link.active, .side-bar nav.site-nav .aux-nav-list .aux-nav-list-item a.nav-list-link.active, .side-bar nav.aux-nav .nav-list .nav-list-item a.nav-list-link.active, .side-bar nav.aux-nav .nav-list .aux-nav-list-item a.nav-list-link.active, .side-bar nav.aux-nav .aux-nav-list .nav-list-item a.nav-list-link.active, .side-bar nav.aux-nav .aux-nav-list .aux-nav-list-item a.nav-list-link.active { font-family: GalanoGrotesque-Medium !important; color: #279890 !important; } +.side-bar nav.site-nav .nav-list .nav-list-item .nav-list-expander, .side-bar nav.site-nav .nav-list .aux-nav-list-item .nav-list-expander, .side-bar nav.site-nav .aux-nav-list .nav-list-item .nav-list-expander, .side-bar nav.site-nav .aux-nav-list .aux-nav-list-item .nav-list-expander, .side-bar nav.aux-nav .nav-list .nav-list-item .nav-list-expander, .side-bar nav.aux-nav .nav-list .aux-nav-list-item .nav-list-expander, .side-bar nav.aux-nav .aux-nav-list .nav-list-item .nav-list-expander, .side-bar nav.aux-nav .aux-nav-list .aux-nav-list-item .nav-list-expander { right: 40px; width: 22px; height: 22px; padding: 0; margin: 14px 0 0 0; } +.side-bar nav.site-nav .nav-list .nav-list-item .nav-list-expander svg, .side-bar nav.site-nav .nav-list .aux-nav-list-item .nav-list-expander svg, .side-bar nav.site-nav .aux-nav-list .nav-list-item .nav-list-expander svg, .side-bar nav.site-nav .aux-nav-list .aux-nav-list-item .nav-list-expander svg, .side-bar nav.aux-nav .nav-list .nav-list-item .nav-list-expander svg, .side-bar nav.aux-nav .nav-list .aux-nav-list-item .nav-list-expander svg, .side-bar nav.aux-nav .aux-nav-list .nav-list-item .nav-list-expander svg, .side-bar nav.aux-nav .aux-nav-list .aux-nav-list-item .nav-list-expander svg { color: #000000; } +.side-bar nav.site-nav .nav-list .nav-list-item .nav-list-expander:hover, .side-bar nav.site-nav .nav-list .aux-nav-list-item .nav-list-expander:hover, .side-bar nav.site-nav .aux-nav-list .nav-list-item .nav-list-expander:hover, .side-bar nav.site-nav .aux-nav-list .aux-nav-list-item .nav-list-expander:hover, .side-bar nav.aux-nav .nav-list .nav-list-item .nav-list-expander:hover, .side-bar nav.aux-nav .nav-list .aux-nav-list-item .nav-list-expander:hover, .side-bar nav.aux-nav .aux-nav-list .nav-list-item .nav-list-expander:hover, .side-bar nav.aux-nav .aux-nav-list .aux-nav-list-item .nav-list-expander:hover { background-color: none; background-image: none; } +.side-bar nav.site-nav .nav-list .nav-list-item .nav-list, .side-bar nav.site-nav .nav-list .nav-list-item .aux-nav-list, .side-bar nav.site-nav .nav-list .aux-nav-list-item .nav-list, .side-bar nav.site-nav .nav-list .aux-nav-list-item .aux-nav-list, .side-bar nav.site-nav .aux-nav-list .nav-list-item .nav-list, .side-bar nav.site-nav .aux-nav-list .nav-list-item .aux-nav-list, .side-bar nav.site-nav .aux-nav-list .aux-nav-list-item .nav-list, .side-bar nav.site-nav .aux-nav-list .aux-nav-list-item .aux-nav-list, .side-bar nav.aux-nav .nav-list .nav-list-item .nav-list, .side-bar nav.aux-nav .nav-list .nav-list-item .aux-nav-list, .side-bar nav.aux-nav .nav-list .aux-nav-list-item .nav-list, .side-bar nav.aux-nav .nav-list .aux-nav-list-item .aux-nav-list, .side-bar nav.aux-nav .aux-nav-list .nav-list-item .nav-list, .side-bar nav.aux-nav .aux-nav-list .nav-list-item .aux-nav-list, .side-bar nav.aux-nav .aux-nav-list .aux-nav-list-item .nav-list, .side-bar nav.aux-nav .aux-nav-list .aux-nav-list-item .aux-nav-list { margin-top: 0; } +.side-bar nav.site-nav .nav-list .nav-list-item .nav-list a.nav-list-link, .side-bar nav.site-nav .nav-list .nav-list-item .nav-list a.aux-nav-list-item, .side-bar nav.site-nav .nav-list .nav-list-item .aux-nav-list a.nav-list-link, .side-bar nav.site-nav .nav-list .nav-list-item .aux-nav-list a.aux-nav-list-item, .side-bar nav.site-nav .nav-list .aux-nav-list-item .nav-list a.nav-list-link, .side-bar nav.site-nav .nav-list .aux-nav-list-item .nav-list a.aux-nav-list-item, .side-bar nav.site-nav .nav-list .aux-nav-list-item .aux-nav-list a.nav-list-link, .side-bar nav.site-nav .nav-list .aux-nav-list-item .aux-nav-list a.aux-nav-list-item, .side-bar nav.site-nav .aux-nav-list .nav-list-item .nav-list a.nav-list-link, .side-bar nav.site-nav .aux-nav-list .nav-list-item .nav-list a.aux-nav-list-item, .side-bar nav.site-nav .aux-nav-list .nav-list-item .aux-nav-list a.nav-list-link, .side-bar nav.site-nav .aux-nav-list .nav-list-item .aux-nav-list a.aux-nav-list-item, .side-bar nav.site-nav .aux-nav-list .aux-nav-list-item .nav-list a.nav-list-link, .side-bar nav.site-nav .aux-nav-list .aux-nav-list-item .nav-list a.aux-nav-list-item, .side-bar nav.site-nav .aux-nav-list .aux-nav-list-item .aux-nav-list a.nav-list-link, .side-bar nav.site-nav .aux-nav-list .aux-nav-list-item .aux-nav-list a.aux-nav-list-item, .side-bar nav.aux-nav .nav-list .nav-list-item .nav-list a.nav-list-link, .side-bar nav.aux-nav .nav-list .nav-list-item .nav-list a.aux-nav-list-item, .side-bar nav.aux-nav .nav-list .nav-list-item .aux-nav-list a.nav-list-link, .side-bar nav.aux-nav .nav-list .nav-list-item .aux-nav-list a.aux-nav-list-item, .side-bar nav.aux-nav .nav-list .aux-nav-list-item .nav-list a.nav-list-link, .side-bar nav.aux-nav .nav-list .aux-nav-list-item .nav-list a.aux-nav-list-item, .side-bar nav.aux-nav .nav-list .aux-nav-list-item .aux-nav-list a.nav-list-link, .side-bar nav.aux-nav .nav-list .aux-nav-list-item .aux-nav-list a.aux-nav-list-item, .side-bar nav.aux-nav .aux-nav-list .nav-list-item .nav-list a.nav-list-link, .side-bar nav.aux-nav .aux-nav-list .nav-list-item .nav-list a.aux-nav-list-item, .side-bar nav.aux-nav .aux-nav-list .nav-list-item .aux-nav-list a.nav-list-link, .side-bar nav.aux-nav .aux-nav-list .nav-list-item .aux-nav-list a.aux-nav-list-item, .side-bar nav.aux-nav .aux-nav-list .aux-nav-list-item .nav-list a.nav-list-link, .side-bar nav.aux-nav .aux-nav-list .aux-nav-list-item .nav-list a.aux-nav-list-item, .side-bar nav.aux-nav .aux-nav-list .aux-nav-list-item .aux-nav-list a.nav-list-link, .side-bar nav.aux-nav .aux-nav-list .aux-nav-list-item .aux-nav-list a.aux-nav-list-item { margin-left: 20px; font-size: 13px !important; letter-spacing: 0.05px; } +.side-bar nav.site-nav .nav-list .nav-list-item .nav-list .nav-list a.nav-list-link, .side-bar nav.site-nav .nav-list .nav-list-item .nav-list .nav-list a.aux-nav-list-item, .side-bar nav.site-nav .nav-list .nav-list-item .nav-list .aux-nav-list a.nav-list-link, .side-bar nav.site-nav .nav-list .nav-list-item .nav-list .aux-nav-list a.aux-nav-list-item, .side-bar nav.site-nav .nav-list .nav-list-item .aux-nav-list .nav-list a.nav-list-link, .side-bar nav.site-nav .nav-list .nav-list-item .aux-nav-list .nav-list a.aux-nav-list-item, .side-bar nav.site-nav .nav-list .nav-list-item .aux-nav-list .aux-nav-list a.nav-list-link, .side-bar nav.site-nav .nav-list .nav-list-item .aux-nav-list .aux-nav-list a.aux-nav-list-item, .side-bar nav.site-nav .nav-list .aux-nav-list-item .nav-list .nav-list a.nav-list-link, .side-bar nav.site-nav .nav-list .aux-nav-list-item .nav-list .nav-list a.aux-nav-list-item, .side-bar nav.site-nav .nav-list .aux-nav-list-item .nav-list .aux-nav-list a.nav-list-link, .side-bar nav.site-nav .nav-list .aux-nav-list-item .nav-list .aux-nav-list a.aux-nav-list-item, .side-bar nav.site-nav .nav-list .aux-nav-list-item .aux-nav-list .nav-list a.nav-list-link, .side-bar nav.site-nav .nav-list .aux-nav-list-item .aux-nav-list .nav-list a.aux-nav-list-item, .side-bar nav.site-nav .nav-list .aux-nav-list-item .aux-nav-list .aux-nav-list a.nav-list-link, .side-bar nav.site-nav .nav-list .aux-nav-list-item .aux-nav-list .aux-nav-list a.aux-nav-list-item, .side-bar nav.site-nav .aux-nav-list .nav-list-item .nav-list .nav-list a.nav-list-link, .side-bar nav.site-nav .aux-nav-list .nav-list-item .nav-list .nav-list a.aux-nav-list-item, .side-bar nav.site-nav .aux-nav-list .nav-list-item .nav-list .aux-nav-list a.nav-list-link, .side-bar nav.site-nav .aux-nav-list .nav-list-item .nav-list .aux-nav-list a.aux-nav-list-item, .side-bar nav.site-nav .aux-nav-list .nav-list-item .aux-nav-list .nav-list a.nav-list-link, .side-bar nav.site-nav .aux-nav-list .nav-list-item .aux-nav-list .nav-list a.aux-nav-list-item, .side-bar nav.site-nav .aux-nav-list .nav-list-item .aux-nav-list .aux-nav-list a.nav-list-link, .side-bar nav.site-nav .aux-nav-list .nav-list-item .aux-nav-list .aux-nav-list a.aux-nav-list-item, .side-bar nav.site-nav .aux-nav-list .aux-nav-list-item .nav-list .nav-list a.nav-list-link, .side-bar nav.site-nav .aux-nav-list .aux-nav-list-item .nav-list .nav-list a.aux-nav-list-item, .side-bar nav.site-nav .aux-nav-list .aux-nav-list-item .nav-list .aux-nav-list a.nav-list-link, .side-bar nav.site-nav .aux-nav-list .aux-nav-list-item .nav-list .aux-nav-list a.aux-nav-list-item, .side-bar nav.site-nav .aux-nav-list .aux-nav-list-item .aux-nav-list .nav-list a.nav-list-link, .side-bar nav.site-nav .aux-nav-list .aux-nav-list-item .aux-nav-list .nav-list a.aux-nav-list-item, .side-bar nav.site-nav .aux-nav-list .aux-nav-list-item .aux-nav-list .aux-nav-list a.nav-list-link, .side-bar nav.site-nav .aux-nav-list .aux-nav-list-item .aux-nav-list .aux-nav-list a.aux-nav-list-item, .side-bar nav.aux-nav .nav-list .nav-list-item .nav-list .nav-list a.nav-list-link, .side-bar nav.aux-nav .nav-list .nav-list-item .nav-list .nav-list a.aux-nav-list-item, .side-bar nav.aux-nav .nav-list .nav-list-item .nav-list .aux-nav-list a.nav-list-link, .side-bar nav.aux-nav .nav-list .nav-list-item .nav-list .aux-nav-list a.aux-nav-list-item, .side-bar nav.aux-nav .nav-list .nav-list-item .aux-nav-list .nav-list a.nav-list-link, .side-bar nav.aux-nav .nav-list .nav-list-item .aux-nav-list .nav-list a.aux-nav-list-item, .side-bar nav.aux-nav .nav-list .nav-list-item .aux-nav-list .aux-nav-list a.nav-list-link, .side-bar nav.aux-nav .nav-list .nav-list-item .aux-nav-list .aux-nav-list a.aux-nav-list-item, .side-bar nav.aux-nav .nav-list .aux-nav-list-item .nav-list .nav-list a.nav-list-link, .side-bar nav.aux-nav .nav-list .aux-nav-list-item .nav-list .nav-list a.aux-nav-list-item, .side-bar nav.aux-nav .nav-list .aux-nav-list-item .nav-list .aux-nav-list a.nav-list-link, .side-bar nav.aux-nav .nav-list .aux-nav-list-item .nav-list .aux-nav-list a.aux-nav-list-item, .side-bar nav.aux-nav .nav-list .aux-nav-list-item .aux-nav-list .nav-list a.nav-list-link, .side-bar nav.aux-nav .nav-list .aux-nav-list-item .aux-nav-list .nav-list a.aux-nav-list-item, .side-bar nav.aux-nav .nav-list .aux-nav-list-item .aux-nav-list .aux-nav-list a.nav-list-link, .side-bar nav.aux-nav .nav-list .aux-nav-list-item .aux-nav-list .aux-nav-list a.aux-nav-list-item, .side-bar nav.aux-nav .aux-nav-list .nav-list-item .nav-list .nav-list a.nav-list-link, .side-bar nav.aux-nav .aux-nav-list .nav-list-item .nav-list .nav-list a.aux-nav-list-item, .side-bar nav.aux-nav .aux-nav-list .nav-list-item .nav-list .aux-nav-list a.nav-list-link, .side-bar nav.aux-nav .aux-nav-list .nav-list-item .nav-list .aux-nav-list a.aux-nav-list-item, .side-bar nav.aux-nav .aux-nav-list .nav-list-item .aux-nav-list .nav-list a.nav-list-link, .side-bar nav.aux-nav .aux-nav-list .nav-list-item .aux-nav-list .nav-list a.aux-nav-list-item, .side-bar nav.aux-nav .aux-nav-list .nav-list-item .aux-nav-list .aux-nav-list a.nav-list-link, .side-bar nav.aux-nav .aux-nav-list .nav-list-item .aux-nav-list .aux-nav-list a.aux-nav-list-item, .side-bar nav.aux-nav .aux-nav-list .aux-nav-list-item .nav-list .nav-list a.nav-list-link, .side-bar nav.aux-nav .aux-nav-list .aux-nav-list-item .nav-list .nav-list a.aux-nav-list-item, .side-bar nav.aux-nav .aux-nav-list .aux-nav-list-item .nav-list .aux-nav-list a.nav-list-link, .side-bar nav.aux-nav .aux-nav-list .aux-nav-list-item .nav-list .aux-nav-list a.aux-nav-list-item, .side-bar nav.aux-nav .aux-nav-list .aux-nav-list-item .aux-nav-list .nav-list a.nav-list-link, .side-bar nav.aux-nav .aux-nav-list .aux-nav-list-item .aux-nav-list .nav-list a.aux-nav-list-item, .side-bar nav.aux-nav .aux-nav-list .aux-nav-list-item .aux-nav-list .aux-nav-list a.nav-list-link, .side-bar nav.aux-nav .aux-nav-list .aux-nav-list-item .aux-nav-list .aux-nav-list a.aux-nav-list-item { margin-left: 30px; color: #949494; font-size: 12px !important; } +.side-bar nav.site-nav .nav-version, .side-bar nav.aux-nav .nav-version { display: flex; align-items: center; justify-content: center; padding: 12px 40px 12px calc(100% - 290px); text-transform: none; } +.side-bar nav.site-nav .nav-version select, .side-bar nav.aux-nav .nav-version select { height: 2em; margin: 0 0 0 10px; flex-grow: 1; } +.side-bar nav.site-nav .search, .side-bar nav.aux-nav .search { margin-top: 35px; margin-left: calc(100% - 290px); margin-right: 40px; max-width: 250px !important; max-height: 40px !important; width: 250px !important; z-index: 1; } +.side-bar nav.site-nav .search .search-input, .side-bar nav.aux-nav .search .search-input { background-color: #f5f7f9; border: 1px solid #dadada; border-radius: 6px; color: #6e7171; font-family: GalanoGrotesque-Medium; } +.side-bar nav.site-nav .search .search-input:focus, .side-bar nav.site-nav .search .search-input:active, .side-bar nav.aux-nav .search .search-input:focus, .side-bar nav.aux-nav .search .search-input:active { background-color: #f5f7f9; color: #6e7171; } +.side-bar nav.site-nav .search .search-input .search-icon, .side-bar nav.aux-nav .search .search-input .search-icon { color: #949494; } +.side-bar nav.site-nav .search .search-input:focus + .search-label .search-icon, .side-bar nav.aux-nav .search .search-input:focus + .search-label .search-icon { color: #949494; } +.side-bar nav.site-nav .mobile-menu, .side-bar nav.aux-nav .mobile-menu { display: none; } + +.search-active .main { position: inherit; right: inherit; left: inherit; } + +.search-overlay { display: none; } + +.search-result-doc .search-result-icon { color: #279890; } + +footer { height: 360px; } +footer .footer-main { padding: 80px; } +footer .footer-main ul { list-style: none; padding: 0; margin: 0; } +footer .footer-main ul li { display: inline-block; padding: 0; margin: 0; } +footer .footer-main .row { display: flex; } +footer .footer-main .row .left { width: 70%; } +footer .footer-main .row .right { width: 30%; display: flex; justify-content: flex-end; } +footer .footer-main .row .site-title { padding: 0; margin-bottom: 30px; } +footer .footer-main .row .site-title .site-logo { height: 45px; } +footer .footer-main .row .footer-links li { margin-right: 40px; } +footer .footer-main .row .footer-links li a { padding: 0; color: #000000; font-size: 18px; } +footer .footer-main .row .footer-links li a:hover { color: #279890; } +footer .footer-main .row .footer-social li a, footer .footer-main .row .bottom-footer-links li a { padding: 0 15px; font-size: 16px; color: #949494; } +footer .footer-main .row .footer-social li a:last-of-type, footer .footer-main .row .bottom-footer-links li a:last-of-type { padding-right: 0; } +footer .footer-main .row .footer-social li a:hover, footer .footer-main .row .bottom-footer-links li a:hover { color: #279890; } +footer .footer-main .row .footer-social li a img.hover { display: none; } +footer .footer-main .row .footer-social li a:hover img.no-hover { display: none; } +footer .footer-main .row .footer-social li a:hover img.hover { display: block; } +footer .footer-main .top-border { padding-top: 30px; margin-top: 30px; border-top: 1px solid #dadada; } +footer .footer-main a:hover { background-color: transparent !important; background-image: none !important; } +footer .footer-sidebar { z-index: -1; } + +@media (max-width: 799px) { body { padding-bottom: 0; } + body .body-wrapper { display: block; } + body .body-wrapper .side-bar { width: 100%; max-width: 100%; padding: 0; } + body .body-wrapper .side-bar .site-header { width: 100%; flex-direction: row-reverse; justify-content: flex-end; } + body .body-wrapper .side-bar .site-header .site-button { padding: 11px 30px 0; width: 24px; height: 24px; background-repeat: no-repeat; background-size: auto; background-position: center center; background-image: url("../../assets/icons/menu.svg"); } + body .body-wrapper .side-bar .site-header .site-button:hover, body .body-wrapper .side-bar .site-header .site-button:active, body .body-wrapper .side-bar .site-header .site-button:focus { background-color: transparent; } + body .body-wrapper .side-bar .site-header .site-button.nav-open { background-image: url("../../assets/icons/close.svg"); } + body .body-wrapper .side-bar .site-header .site-button svg { display: none; } + body .body-wrapper .side-bar nav { display: none; overflow: scroll; background: white; } + body .body-wrapper .side-bar nav.nav-open { display: block; position: fixed; top: 0; height: 100vh; } + body .body-wrapper .side-bar nav.nav-open .search { position: relative; margin-top: 120px; margin-left: 30px; margin-right: 30px; padding: 0; } + body .body-wrapper .side-bar nav.nav-open .search .search-results { display: block !important; max-height: 60vh !important; } + body .body-wrapper .side-bar nav.nav-open .search .search-input { background-color: #ffffff; } + body .body-wrapper .side-bar nav.nav-open .search .search-input-wrap { box-shadow: none; } + body .body-wrapper .side-bar nav.nav-open .nav-list .nav-list-item, body .body-wrapper .side-bar nav.nav-open .nav-list .aux-nav-list-item, body .body-wrapper .side-bar nav.nav-open .aux-nav-list .nav-list-item, body .body-wrapper .side-bar nav.nav-open .aux-nav-list .aux-nav-list-item { padding-left: 30px !important; padding-right: 30px !important; } + body .body-wrapper .side-bar nav.nav-open .nav-list .nav-list-item a, body .body-wrapper .side-bar nav.nav-open .nav-list .aux-nav-list-item a, body .body-wrapper .side-bar nav.nav-open .aux-nav-list .nav-list-item a, body .body-wrapper .side-bar nav.nav-open .aux-nav-list .aux-nav-list-item a { padding-left: 0 !important; padding-right: 0 !important; } + body .body-wrapper .side-bar nav.nav-open .nav-list .nav-list-item a.active, body .body-wrapper .side-bar nav.nav-open .nav-list .aux-nav-list-item a.active, body .body-wrapper .side-bar nav.nav-open .aux-nav-list .nav-list-item a.active, body .body-wrapper .side-bar nav.nav-open .aux-nav-list .aux-nav-list-item a.active { background: unset; } + body .body-wrapper .side-bar nav.nav-open .nav-list .nav-list, body .body-wrapper .side-bar nav.nav-open .aux-nav-list .nav-list { margin-top: 0; } + body .body-wrapper .side-bar nav.nav-open .nav-list .nav-list a.nav-list-link, body .body-wrapper .side-bar nav.nav-open .aux-nav-list .nav-list a.nav-list-link { text-indent: 0; } + body .body-wrapper .side-bar nav.nav-open .mobile-menu { display: block; border-top: 1px solid #dadada; margin-top: 18px; padding-bottom: 80px; } + body .body-wrapper .side-bar nav.nav-open .mobile-menu nav { display: block; } + body .body-wrapper .side-bar nav.nav-open .mobile-menu nav .aux-nav-list { flex-direction: column; } + body .body-wrapper .side-bar nav.nav-open .mobile-menu nav .aux-nav-list a.site-button { font-size: 18px !important; color: #000000; } + body .body-wrapper .side-bar nav.nav-open .mobile-menu nav .aux-nav-list .button .site-button { border-radius: 6px; border: solid 2px #279890; background-color: #ffffff; color: #279890; padding: 10px 20px !important; display: inline-block; margin-top: 10px; } + body .body-wrapper .main { width: 100%; max-width: 100%; float: none; } + body .body-wrapper .main .main-header { display: none; } + body .body-wrapper .main .main-content a { white-space: normal; } + body .body-wrapper .main .main-content-wrap { padding: 80px 30px; } + body footer { border-top: 1px solid #dadada; height: auto; } + body footer .footer-sidebar { display: none; } + body footer .footer-main { width: 100%; max-width: 100%; padding: 60px 30px; float: none; } + body footer .footer-main .row { flex-direction: column; } + body footer .footer-main .row .right, body footer .footer-main .row .left { width: 100%; display: block; } + body footer .footer-main .row .site-title { margin-bottom: 40px; } + body footer .footer-main .row .footer-links { display: flex; flex-wrap: wrap; margin-bottom: 20px; } + body footer .footer-main .row .footer-links li { margin: 0 0 30px; width: 50%; } + body footer .footer-main .row .footer-social { width: 100%; display: flex; justify-content: space-between; } + body footer .footer-main .row .footer-social li a { padding: 0; } + body footer .footer-main .row .footer-social li a img { width: 34px; height: 34px; } + body footer .footer-main .row .bottom-footer-links li { display: block; margin-top: 30px; } + body footer .footer-main .row .bottom-footer-links li a { padding: 0; } + body footer .footer-main .row .top-border { padding-top: 40px; margin-top: 40px; } } +.copy-code-container { position: absolute; right: 0.3em; } + +.copy-code-button { align-items: center; justify-content: center; border: none; cursor: pointer; font-size: 1rem; color: #000000; padding: 0.4em 0.5em; background-color: transparent; outline: none; } +.copy-code-button:hover { color: #279890 !important; } + +.highlighter-rouge { position: relative; } + +.language-shell.highlighter-rouge pre.highlight::before, .language-sh.highlighter-rouge pre.highlight::before, .language-bash.highlighter-rouge pre.highlight::before { content: "$ "; color: #000000; font-weight: 400; font-family: monospace; font-size: 0.75em; } + +th, td { background-color: transparent; } + +.main-content ul.ui-tabs-nav > li::before { content: ""; } + +.tabs { background: transparent; } +.tabs.ui-widget .copy-code-button { font-family: "Font Awesome 6 Free" !important; } + +.tabs .ui-widget-header { background: transparent; border: none; border-bottom: 1px solid #d3d3d3; -moz-border-radius: 0px; -webkit-border-radius: 0px; border-radius: 0px; } + +.tabs .ui-tabs-nav .ui-state-default { background: transparent; border: none; } + +.tabs .ui-tabs-nav .ui-state-active { border: none; } + +.tabs .ui-tabs-nav .ui-state-default a { color: #c0c0c0; } + +.tabs .ui-tabs-nav .ui-state-active a { color: #279890; } + +/*overridden*/ +div.highlighter-rouge { border-radius: 4px; } +div.highlighter-rouge:hover > button { cursor: pointer; opacity: 0.5; } + +.highlighter-rouge button.copy-code-button { color: #000000; } + +/* Tooltip container */ +.tooltip { position: relative; display: inline-block; border-bottom: 0; } +.tooltip > a, .tooltip span { text-decoration: underline; text-decoration-style: dotted; background-image: none; } +.tooltip .tooltiptext { visibility: hidden; text-decoration: none; background-color: #2ce5b5; color: #000000; padding: 10px 20px; border-radius: 6px; position: absolute; z-index: 1; width: 400px; top: 100%; left: 50%; margin-left: -200px; } +.tooltip:hover .tooltiptext { visibility: visible; } +.tooltip .tooltiptext::after { content: " "; position: absolute; color: #2ce5b5; bottom: 100%; /* At the top of the tooltip */ left: 50%; margin-left: -5px; border-width: 5px; border-style: solid; border-color: transparent transparent #2ce5b5 transparent; } + +.ui-dialog-titlebar { display: none; } + +.feedback-container { position: sticky; top: 180px; z-index: 9999; } +@media (max-width: 1024px) { .feedback-container { display: none; } } +.feedback-container .feedback-buttons { position: absolute; right: 70px; margin-bottom: 20px; top: -55px; } +.feedback-container .feedback-buttons .tooltiptext { font-size: small; width: 150px; margin-left: -75px; text-align: center; } +.feedback-container .feedback-buttons .page-helpful-btn { background: none !important; border-radius: 50%; border: solid #279890 2px; color: #279890; height: 40px; width: 40px; margin: 0 3px; cursor: pointer; } +.feedback-container .feedback-buttons .page-helpful-btn:focus-visible { outline: none; } + +#is-helpful-ty { display: none; } +#is-helpful-ty a { color: #279890 !important; } + +.badge { padding: 2px 4px; background: #ffddec; text-transform: uppercase; text-align: center; border-radius: 6px; font-size: x-small; } + +.quickstart-steps { padding: 10px; } +.quickstart-steps img { width: 50px; height: 50px; } + +.row { display: flex; flex-direction: row; } + +.col { display: flex; flex-direction: column; justify-content: center; margin-bottom: 0.3em; } +.col.step-num { margin-right: 20px; } +.col.step-num > img { width: 40px; } + +img.quickstart { box-shadow: 3px 3px 1px #ccc; border-width: thin; border-color: black; border-style: ridge; } + +.breadcrumb-nav { margin-top: 1rem; } diff --git a/v1.0/assets/css/just-the-docs-default.css b/v1.0/assets/css/just-the-docs-default.css new file mode 100644 index 000000000..cd7b927b8 --- /dev/null +++ b/v1.0/assets/css/just-the-docs-default.css @@ -0,0 +1,2560 @@ +@charset "UTF-8"; +@import url("pygments/igorpro.css"); +.highlight, pre.highlight { background: #f9f9f9; color: #383942; } + +.highlight pre { background: #f9f9f9; } + +.highlight .hll { background: #f9f9f9; } + +.highlight .c { color: #9fa0a6; font-style: italic; } + +.highlight .err { color: #fff; background-color: #e05151; } + +.highlight .k { color: #a625a4; } + +.highlight .l { color: #50a04f; } + +.highlight .n { color: #383942; } + +.highlight .o { color: #383942; } + +.highlight .p { color: #383942; } + +.highlight .cm { color: #9fa0a6; font-style: italic; } + +.highlight .cp { color: #9fa0a6; font-style: italic; } + +.highlight .c1 { color: #9fa0a6; font-style: italic; } + +.highlight .cs { color: #9fa0a6; font-style: italic; } + +.highlight .ge { font-style: italic; } + +.highlight .gs { font-weight: 700; } + +.highlight .kc { color: #a625a4; } + +.highlight .kd { color: #a625a4; } + +.highlight .kn { color: #a625a4; } + +.highlight .kp { color: #a625a4; } + +.highlight .kr { color: #a625a4; } + +.highlight .kt { color: #a625a4; } + +.highlight .ld { color: #50a04f; } + +.highlight .m { color: #b66a00; } + +.highlight .s { color: #50a04f; } + +.highlight .na { color: #b66a00; } + +.highlight .nb { color: #ca7601; } + +.highlight .nc { color: #ca7601; } + +.highlight .no { color: #ca7601; } + +.highlight .nd { color: #ca7601; } + +.highlight .ni { color: #ca7601; } + +.highlight .ne { color: #ca7601; } + +.highlight .nf { color: #383942; } + +.highlight .nl { color: #ca7601; } + +.highlight .nn { color: #383942; } + +.highlight .nx { color: #383942; } + +.highlight .py { color: #ca7601; } + +.highlight .nt { color: #e35549; } + +.highlight .nv { color: #ca7601; } + +.highlight .ow { font-weight: 700; } + +.highlight .w { color: #f8f8f2; } + +.highlight .mf { color: #b66a00; } + +.highlight .mh { color: #b66a00; } + +.highlight .mi { color: #b66a00; } + +.highlight .mo { color: #b66a00; } + +.highlight .sb { color: #50a04f; } + +.highlight .sc { color: #50a04f; } + +.highlight .sd { color: #50a04f; } + +.highlight .s2 { color: #50a04f; } + +.highlight .se { color: #50a04f; } + +.highlight .sh { color: #50a04f; } + +.highlight .si { color: #50a04f; } + +.highlight .sx { color: #50a04f; } + +.highlight .sr { color: #0083bb; } + +.highlight .s1 { color: #50a04f; } + +.highlight .ss { color: #0083bb; } + +.highlight .bp { color: #ca7601; } + +.highlight .vc { color: #ca7601; } + +.highlight .vg { color: #ca7601; } + +.highlight .vi { color: #e35549; } + +.highlight .il { color: #b66a00; } + +.highlight .gu { color: #75715e; } + +.highlight .gd { color: #e05151; } + +.highlight .gi { color: #43d089; } + +.highlight .language-json .w + .s2 { color: #e35549; } + +.highlight .language-json .kc { color: #0083bb; } + +/*! normalize.css v8.0.1 | MIT License | github.com/necolas/normalize.css */ +/* Document ========================================================================== */ +/** 1. Correct the line height in all browsers. 2. Prevent adjustments of font size after orientation changes in iOS. */ +html { line-height: 1.15; /* 1 */ -webkit-text-size-adjust: 100%; /* 2 */ } + +/* Sections ========================================================================== */ +/** Remove the margin in all browsers. */ +body { margin: 0; } + +/** Render the `main` element consistently in IE. */ +main { display: block; } + +/** Correct the font size and margin on `h1` elements within `section` and `article` contexts in Chrome, Firefox, and Safari. */ +h1 { font-size: 2em; margin: 0.67em 0; } + +/* Grouping content ========================================================================== */ +/** 1. Add the correct box sizing in Firefox. 2. Show the overflow in Edge and IE. */ +hr { box-sizing: content-box; /* 1 */ height: 0; /* 1 */ overflow: visible; /* 2 */ } + +/** 1. Correct the inheritance and scaling of font size in all browsers. 2. Correct the odd `em` font sizing in all browsers. */ +pre { font-family: monospace, monospace; /* 1 */ font-size: 1em; /* 2 */ } + +/* Text-level semantics ========================================================================== */ +/** Remove the gray background on active links in IE 10. */ +a { background-color: transparent; } + +/** 1. Remove the bottom border in Chrome 57- 2. Add the correct text decoration in Chrome, Edge, IE, Opera, and Safari. */ +abbr[title] { border-bottom: none; /* 1 */ text-decoration: underline; /* 2 */ text-decoration: underline dotted; /* 2 */ } + +/** Add the correct font weight in Chrome, Edge, and Safari. */ +b, strong { font-weight: bolder; } + +/** 1. Correct the inheritance and scaling of font size in all browsers. 2. Correct the odd `em` font sizing in all browsers. */ +code, kbd, samp { font-family: monospace, monospace; /* 1 */ font-size: 1em; /* 2 */ } + +/** Add the correct font size in all browsers. */ +small { font-size: 80%; } + +/** Prevent `sub` and `sup` elements from affecting the line height in all browsers. */ +sub, sup { font-size: 75%; line-height: 0; position: relative; vertical-align: baseline; } + +sub { bottom: -0.25em; } + +sup { top: -0.5em; } + +/* Embedded content ========================================================================== */ +/** Remove the border on images inside links in IE 10. */ +img { border-style: none; } + +/* Forms ========================================================================== */ +/** 1. Change the font styles in all browsers. 2. Remove the margin in Firefox and Safari. */ +button, input, optgroup, select, textarea { font-family: inherit; /* 1 */ font-size: 100%; /* 1 */ line-height: 1.15; /* 1 */ margin: 0; /* 2 */ } + +/** Show the overflow in IE. 1. Show the overflow in Edge. */ +button, input { /* 1 */ overflow: visible; } + +/** Remove the inheritance of text transform in Edge, Firefox, and IE. 1. Remove the inheritance of text transform in Firefox. */ +button, select { /* 1 */ text-transform: none; } + +/** Correct the inability to style clickable types in iOS and Safari. */ +button, [type="button"], [type="reset"], [type="submit"] { -webkit-appearance: button; } + +/** Remove the inner border and padding in Firefox. */ +button::-moz-focus-inner, [type="button"]::-moz-focus-inner, [type="reset"]::-moz-focus-inner, [type="submit"]::-moz-focus-inner { border-style: none; padding: 0; } + +/** Restore the focus styles unset by the previous rule. */ +button:-moz-focusring, [type="button"]:-moz-focusring, [type="reset"]:-moz-focusring, [type="submit"]:-moz-focusring { outline: 1px dotted ButtonText; } + +/** Correct the padding in Firefox. */ +fieldset { padding: 0.35em 0.75em 0.625em; } + +/** 1. Correct the text wrapping in Edge and IE. 2. Correct the color inheritance from `fieldset` elements in IE. 3. Remove the padding so developers are not caught out when they zero out `fieldset` elements in all browsers. */ +legend { box-sizing: border-box; /* 1 */ color: inherit; /* 2 */ display: table; /* 1 */ max-width: 100%; /* 1 */ padding: 0; /* 3 */ white-space: normal; /* 1 */ } + +/** Add the correct vertical alignment in Chrome, Firefox, and Opera. */ +progress { vertical-align: baseline; } + +/** Remove the default vertical scrollbar in IE 10+. */ +textarea { overflow: auto; } + +/** 1. Add the correct box sizing in IE 10. 2. Remove the padding in IE 10. */ +[type="checkbox"], [type="radio"] { box-sizing: border-box; /* 1 */ padding: 0; /* 2 */ } + +/** Correct the cursor style of increment and decrement buttons in Chrome. */ +[type="number"]::-webkit-inner-spin-button, [type="number"]::-webkit-outer-spin-button { height: auto; } + +/** 1. Correct the odd appearance in Chrome and Safari. 2. Correct the outline style in Safari. */ +[type="search"] { -webkit-appearance: textfield; /* 1 */ outline-offset: -2px; /* 2 */ } + +/** Remove the inner padding in Chrome and Safari on macOS. */ +[type="search"]::-webkit-search-decoration { -webkit-appearance: none; } + +/** 1. Correct the inability to style clickable types in iOS and Safari. 2. Change font properties to `inherit` in Safari. */ +::-webkit-file-upload-button { -webkit-appearance: button; /* 1 */ font: inherit; /* 2 */ } + +/* Interactive ========================================================================== */ +/* Add the correct display in Edge, IE 10+, and Firefox. */ +details { display: block; } + +/* Add the correct display in all browsers. */ +summary { display: list-item; } + +/* Misc ========================================================================== */ +/** Add the correct display in IE 10+. */ +template { display: none; } + +/** Add the correct display in IE 10. */ +[hidden] { display: none; } + +:root { color-scheme: light; } + +* { box-sizing: border-box; } + +html { font-size: 0.875rem !important; scroll-behavior: smooth; } +@media (min-width: 31.25rem) { html { font-size: 1rem !important; } } + +body { font-family: system-ui, -apple-system, blinkmacsystemfont, "Segoe UI", roboto, "Helvetica Neue", arial, sans-serif; font-size: inherit; line-height: 1.4; color: #5c5962; background-color: #fff; overflow-wrap: break-word; } + +ol, ul, dl, pre, address, blockquote, table, div, hr, form, fieldset, noscript .table-wrapper { margin-top: 0; } + +h1, h2, h3, h4, h5, h6, #toctitle { margin-top: 0; margin-bottom: 1em; font-weight: 500; line-height: 1.25; color: #27262b; } + +p { margin-top: 1em; margin-bottom: 1em; } + +a { color: #7253ed; text-decoration: none; } + +a:not([class]) { text-decoration: underline; text-decoration-color: #eeebee; text-underline-offset: 2px; } +a:not([class]):hover { text-decoration-color: rgba(114, 83, 237, 0.45); } + +code { font-family: "SFMono-Regular", menlo, consolas, monospace; font-size: 0.75em; line-height: 1.4; } + +figure, pre { margin: 0; } + +li { margin: 0.25em 0; } + +img { max-width: 100%; height: auto; } + +hr { height: 1px; padding: 0; margin: 2rem 0; background-color: #eeebee; border: 0; } + +blockquote { margin: 10px 0; margin-block-start: 0; margin-inline-start: 0; padding-left: 1rem; border-left: 3px solid #eeebee; } + +.side-bar { z-index: 0; display: flex; flex-wrap: wrap; background-color: #f5f6fa; } +@media (min-width: 50rem) { .side-bar { flex-flow: column nowrap; position: fixed; width: 15.5rem; height: 100%; border-right: 1px solid #eeebee; align-items: flex-end; } } +@media (min-width: 66.5rem) { .side-bar { width: calc((100% - 66.5rem) / 2 + 16.5rem); min-width: 16.5rem; } } + +@media (min-width: 50rem) { .main { position: relative; max-width: 50rem; margin-left: 15.5rem; } } +@media (min-width: 66.5rem) { .main { margin-left: Max(16.5rem, calc((100% - 66.5rem) / 2 + 16.5rem)); } } + +.main-content-wrap { padding-right: 1rem; padding-left: 1rem; padding-top: 1rem; padding-bottom: 1rem; } +@media (min-width: 50rem) { .main-content-wrap { padding-right: 2rem; padding-left: 2rem; } } +@media (min-width: 50rem) { .main-content-wrap { padding-top: 2rem; padding-bottom: 2rem; } } + +.main-header { z-index: 0; display: none; background-color: #f5f6fa; } +@media (min-width: 50rem) { .main-header { display: flex; justify-content: space-between; height: 3.75rem; background-color: #fff; border-bottom: 1px solid #eeebee; } } +.main-header.nav-open { display: block; } +@media (min-width: 50rem) { .main-header.nav-open { display: flex; } } + +.site-nav, .site-header, .site-footer { width: 100%; } +@media (min-width: 66.5rem) { .site-nav, .site-header, .site-footer { width: 16.5rem; } } + +.site-nav { display: none; } +.site-nav.nav-open { display: block; } +@media (min-width: 50rem) { .site-nav { display: block; padding-top: 3rem; padding-bottom: 1rem; overflow-y: auto; flex: 1 1 auto; } } + +.site-header { display: flex; min-height: 3.75rem; align-items: center; } +@media (min-width: 50rem) { .site-header { height: 3.75rem; max-height: 3.75rem; border-bottom: 1px solid #eeebee; } } + +.site-title { padding-right: 1rem; padding-left: 1rem; flex-grow: 1; display: flex; height: 100%; align-items: center; padding-top: 0.75rem; padding-bottom: 0.75rem; color: #27262b; font-size: 1.125rem !important; } +@media (min-width: 50rem) { .site-title { padding-right: 2rem; padding-left: 2rem; } } +@media (min-width: 31.25rem) { .site-title { font-size: 1.5rem !important; line-height: 1.25; } } +@media (min-width: 50rem) { .site-title { padding-top: 0.5rem; padding-bottom: 0.5rem; } } + +.site-logo { width: 100%; height: 100%; background-image: url("/v1.0/assets/logo.svg"); background-repeat: no-repeat; background-position: left center; background-size: contain; } + +.site-button { display: flex; height: 100%; padding: 1rem; align-items: center; } + +@media (min-width: 50rem) { .site-header .site-button { display: none; } } +.site-title:hover { background-image: linear-gradient(-90deg, #ebedf5 0%, rgba(235, 237, 245, 0.8) 80%, rgba(235, 237, 245, 0) 100%); } + +.site-button:hover { background-image: linear-gradient(-90deg, #ebedf5 0%, rgba(235, 237, 245, 0.8) 100%); } + +body { position: relative; padding-bottom: 4rem; overflow-y: scroll; } +@media (min-width: 50rem) { body { position: static; padding-bottom: 0; } } + +.site-footer { padding-right: 1rem; padding-left: 1rem; position: absolute; bottom: 0; left: 0; padding-top: 1rem; padding-bottom: 1rem; color: #959396; font-size: 0.6875rem !important; } +@media (min-width: 50rem) { .site-footer { padding-right: 2rem; padding-left: 2rem; } } +@media (min-width: 31.25rem) { .site-footer { font-size: 0.75rem !important; } } +@media (min-width: 50rem) { .site-footer { position: static; justify-self: end; } } + +.icon { width: 1.5rem; height: 1.5rem; color: #7253ed; } + +.main-content { line-height: 1.6; } +.main-content ol, .main-content ul, .main-content dl, .main-content pre, .main-content address, .main-content blockquote, .main-content .table-wrapper { margin-top: 0.5em; } +.main-content a { overflow: hidden; text-overflow: ellipsis; } +.main-content ul, .main-content ol { padding-left: 1.5em; } +.main-content li .highlight { margin-top: 0.25rem; } +.main-content ol { list-style-type: none; counter-reset: step-counter; } +.main-content ol > li { position: relative; } +.main-content ol > li::before { position: absolute; top: 0.2em; left: -1.6em; color: #959396; content: counter(step-counter); counter-increment: step-counter; font-size: 0.75rem !important; } +@media (min-width: 31.25rem) { .main-content ol > li::before { font-size: 0.875rem !important; } } +@media (min-width: 31.25rem) { .main-content ol > li::before { top: 0.11em; } } +.main-content ol > li ol { counter-reset: sub-counter; } +.main-content ol > li ol > li::before { content: counter(sub-counter,lower-alpha); counter-increment: sub-counter; } +.main-content ul { list-style: none; } +.main-content ul > li::before { position: absolute; margin-left: -1.4em; color: #959396; content: "•"; } +.main-content .task-list-item::before { content: ""; } +.main-content .task-list-item-checkbox { margin-right: 0.6em; margin-left: -1.4em; } +.main-content hr + * { margin-top: 0; } +.main-content h1:first-of-type { margin-top: 0.5em; } +.main-content dl { display: grid; grid-template: auto / 10em 1fr; } +.main-content dt, .main-content dd { margin: 0.25em 0; } +.main-content dt { grid-column: 1; font-weight: 500; text-align: right; } +.main-content dt::after { content: ":"; } +.main-content dd { grid-column: 2; margin-bottom: 0; margin-left: 1em; } +.main-content dd blockquote:first-child, .main-content dd div:first-child, .main-content dd dl:first-child, .main-content dd dt:first-child, .main-content dd h1:first-child, .main-content dd h2:first-child, .main-content dd h3:first-child, .main-content dd h4:first-child, .main-content dd h5:first-child, .main-content dd h6:first-child, .main-content dd li:first-child, .main-content dd ol:first-child, .main-content dd p:first-child, .main-content dd pre:first-child, .main-content dd table:first-child, .main-content dd ul:first-child, .main-content dd .table-wrapper:first-child { margin-top: 0; } +.main-content dd dl:first-child dt:first-child, .main-content dd dl:first-child dd:nth-child(2), .main-content ol dl:first-child dt:first-child, .main-content ol dl:first-child dd:nth-child(2), .main-content ul dl:first-child dt:first-child, .main-content ul dl:first-child dd:nth-child(2) { margin-top: 0; } +.main-content .anchor-heading { position: absolute; right: -1rem; width: 1.5rem; height: 100%; padding-right: 0.25rem; padding-left: 0.25rem; overflow: visible; } +@media (min-width: 50rem) { .main-content .anchor-heading { right: auto; left: -1.5rem; } } +.main-content .anchor-heading svg { display: inline-block; width: 100%; height: 100%; color: #7253ed; visibility: hidden; } +.main-content .anchor-heading:hover svg, .main-content .anchor-heading:focus svg, .main-content h1:hover > .anchor-heading svg, .main-content h2:hover > .anchor-heading svg, .main-content h3:hover > .anchor-heading svg, .main-content h4:hover > .anchor-heading svg, .main-content h5:hover > .anchor-heading svg, .main-content h6:hover > .anchor-heading svg { visibility: visible; } +.main-content summary { cursor: pointer; } +.main-content h1, .main-content h2, .main-content h3, .main-content h4, .main-content h5, .main-content h6, .main-content #toctitle { position: relative; margin-top: 1.5em; margin-bottom: 0.25em; } +.main-content h1 + table, .main-content h1 + .table-wrapper, .main-content h1 + .code-example, .main-content h1 + .highlighter-rouge, .main-content h1 + .sectionbody .listingblock, .main-content h2 + table, .main-content h2 + .table-wrapper, .main-content h2 + .code-example, .main-content h2 + .highlighter-rouge, .main-content h2 + .sectionbody .listingblock, .main-content h3 + table, .main-content h3 + .table-wrapper, .main-content h3 + .code-example, .main-content h3 + .highlighter-rouge, .main-content h3 + .sectionbody .listingblock, .main-content h4 + table, .main-content h4 + .table-wrapper, .main-content h4 + .code-example, .main-content h4 + .highlighter-rouge, .main-content h4 + .sectionbody .listingblock, .main-content h5 + table, .main-content h5 + .table-wrapper, .main-content h5 + .code-example, .main-content h5 + .highlighter-rouge, .main-content h5 + .sectionbody .listingblock, .main-content h6 + table, .main-content h6 + .table-wrapper, .main-content h6 + .code-example, .main-content h6 + .highlighter-rouge, .main-content h6 + .sectionbody .listingblock, .main-content #toctitle + table, .main-content #toctitle + .table-wrapper, .main-content #toctitle + .code-example, .main-content #toctitle + .highlighter-rouge, .main-content #toctitle + .sectionbody .listingblock { margin-top: 1em; } +.main-content h1 + p:not(.label), .main-content h2 + p:not(.label), .main-content h3 + p:not(.label), .main-content h4 + p:not(.label), .main-content h5 + p:not(.label), .main-content h6 + p:not(.label), .main-content #toctitle + p:not(.label) { margin-top: 0; } +.main-content > h1:first-child, .main-content > h2:first-child, .main-content > h3:first-child, .main-content > h4:first-child, .main-content > h5:first-child, .main-content > h6:first-child, .main-content > .sect1:first-child > h2, .main-content > .sect2:first-child > h3, .main-content > .sect3:first-child > h4, .main-content > .sect4:first-child > h5, .main-content > .sect5:first-child > h6 { margin-top: 0.5rem; } + +.nav-list { padding: 0; margin-top: 0; margin-bottom: 0; list-style: none; } +.nav-list .nav-list-item { font-size: 0.875rem !important; position: relative; margin: 0; } +@media (min-width: 31.25rem) { .nav-list .nav-list-item { font-size: 1rem !important; } } +@media (min-width: 50rem) { .nav-list .nav-list-item { font-size: 0.75rem !important; } } +@media (min-width: 50rem) and (min-width: 31.25rem) { .nav-list .nav-list-item { font-size: 0.875rem !important; } } + +.nav-list .nav-list-item .nav-list-link { display: block; min-height: 3rem; padding-top: 0.25rem; padding-bottom: 0.25rem; line-height: 2.5rem; padding-right: 3rem; padding-left: 1rem; } +@media (min-width: 50rem) { .nav-list .nav-list-item .nav-list-link { min-height: 2rem; line-height: 1.5rem; padding-right: 2rem; padding-left: 2rem; } } +.nav-list .nav-list-item .nav-list-link.external > svg { width: 1rem; height: 1rem; vertical-align: text-bottom; } +.nav-list .nav-list-item .nav-list-link.active { font-weight: 600; text-decoration: none; } +.nav-list .nav-list-item .nav-list-link:hover, .nav-list .nav-list-item .nav-list-link.active { background-image: linear-gradient(-90deg, #ebedf5 0%, rgba(235, 237, 245, 0.8) 80%, rgba(235, 237, 245, 0) 100%); } +.nav-list .nav-list-item .nav-list-expander { position: absolute; right: 0; width: 3rem; height: 3rem; padding: 0.75rem; color: #7253ed; } +@media (min-width: 50rem) { .nav-list .nav-list-item .nav-list-expander { width: 2rem; height: 2rem; padding: 0.5rem; } } +.nav-list .nav-list-item .nav-list-expander:hover { background-image: linear-gradient(-90deg, #ebedf5 0%, rgba(235, 237, 245, 0.8) 100%); } +.nav-list .nav-list-item .nav-list-expander svg { transform: rotate(90deg); } +.nav-list .nav-list-item > .nav-list { display: none; padding-left: 0.75rem; list-style: none; } +.nav-list .nav-list-item > .nav-list .nav-list-item { position: relative; } +.nav-list .nav-list-item > .nav-list .nav-list-item .nav-list-link { color: #5c5962; } +.nav-list .nav-list-item > .nav-list .nav-list-item .nav-list-expander { color: #5c5962; } +.nav-list .nav-list-item.active > .nav-list-expander svg { transform: rotate(-90deg); } +.nav-list .nav-list-item.active > .nav-list { display: block; } + +.nav-category { padding: 0.5rem 1rem; font-weight: 600; text-align: start; text-transform: uppercase; border-bottom: 1px solid #eeebee; font-size: 0.6875rem !important; } +@media (min-width: 31.25rem) { .nav-category { font-size: 0.75rem !important; } } +@media (min-width: 50rem) { .nav-category { padding: 0.5rem 2rem; margin-top: 1rem; text-align: start; } + .nav-category:first-child { margin-top: 0; } } + +.nav-list.nav-category-list > .nav-list-item { margin: 0; } +.nav-list.nav-category-list > .nav-list-item > .nav-list { padding: 0; } +.nav-list.nav-category-list > .nav-list-item > .nav-list > .nav-list-item > .nav-list-link { color: #7253ed; } +.nav-list.nav-category-list > .nav-list-item > .nav-list > .nav-list-item > .nav-list-expander { color: #7253ed; } + +.aux-nav { height: 100%; overflow-x: auto; font-size: 0.6875rem !important; } +@media (min-width: 31.25rem) { .aux-nav { font-size: 0.75rem !important; } } +.aux-nav .aux-nav-list { display: flex; height: 100%; padding: 0; margin: 0; list-style: none; } +.aux-nav .aux-nav-list-item { display: inline-block; height: 100%; padding: 0; margin: 0; } +@media (min-width: 50rem) { .aux-nav { padding-right: 1rem; } } + +@media (min-width: 50rem) { .breadcrumb-nav { margin-top: -1rem; } } + +.breadcrumb-nav-list { padding-left: 0; margin-bottom: 0.75rem; list-style: none; } + +.breadcrumb-nav-list-item { display: table-cell; font-size: 0.6875rem !important; } +@media (min-width: 31.25rem) { .breadcrumb-nav-list-item { font-size: 0.75rem !important; } } +.breadcrumb-nav-list-item::before { display: none; } +.breadcrumb-nav-list-item::after { display: inline-block; margin-right: 0.5rem; margin-left: 0.5rem; color: #959396; content: "/"; } +.breadcrumb-nav-list-item:last-child::after { content: ""; } + +h1, .text-alpha { font-size: 2rem !important; line-height: 1.25; font-weight: 300; } +@media (min-width: 31.25rem) { h1, .text-alpha { font-size: 2.25rem !important; } } + +h2, .text-beta, #toctitle { font-size: 1.125rem !important; } +@media (min-width: 31.25rem) { h2, .text-beta, #toctitle { font-size: 1.5rem !important; line-height: 1.25; } } + +h3, .text-gamma { font-size: 1rem !important; } +@media (min-width: 31.25rem) { h3, .text-gamma { font-size: 1.125rem !important; } } + +h4, .text-delta { font-size: 0.6875rem !important; font-weight: 400; text-transform: uppercase; letter-spacing: 0.1em; } +@media (min-width: 31.25rem) { h4, .text-delta { font-size: 0.75rem !important; } } + +h4 code { text-transform: none; } + +h5, .text-epsilon { font-size: 0.75rem !important; } +@media (min-width: 31.25rem) { h5, .text-epsilon { font-size: 0.875rem !important; } } + +h6, .text-zeta { font-size: 0.6875rem !important; } +@media (min-width: 31.25rem) { h6, .text-zeta { font-size: 0.75rem !important; } } + +.text-small { font-size: 0.6875rem !important; } +@media (min-width: 31.25rem) { .text-small { font-size: 0.75rem !important; } } + +.text-mono { font-family: "SFMono-Regular", menlo, consolas, monospace !important; } + +.text-left { text-align: left !important; } + +.text-center { text-align: center !important; } + +.text-right { text-align: right !important; } + +.label:not(g), .label-blue:not(g) { display: inline-block; padding: 0.16em 0.56em; margin-right: 0.5rem; margin-left: 0.5rem; color: #fff; text-transform: uppercase; vertical-align: middle; background-color: #2869e6; font-size: 0.6875rem !important; border-radius: 12px; } +@media (min-width: 31.25rem) { .label:not(g), .label-blue:not(g) { font-size: 0.75rem !important; } } + +.label-green:not(g) { background-color: #009c7b; } + +.label-purple:not(g) { background-color: #5e41d0; } + +.label-red:not(g) { background-color: #e94c4c; } + +.label-yellow:not(g) { color: #44434d; background-color: #f7d12e; } + +.btn { display: inline-block; box-sizing: border-box; padding: 0.3em 1em; margin: 0; font-family: inherit; font-size: inherit; font-weight: 500; line-height: 1.5; color: #7253ed; text-decoration: none; vertical-align: baseline; cursor: pointer; background-color: #f7f7f7; border-width: 0; border-radius: 4px; box-shadow: 0 1px 2px rgba(0, 0, 0, 0.12), 0 3px 10px rgba(0, 0, 0, 0.08); appearance: none; } +.btn:focus { text-decoration: none; outline: none; box-shadow: 0 0 0 3px rgba(0, 0, 255, 0.25); } +.btn:focus:hover, .btn.selected:focus { box-shadow: 0 0 0 3px rgba(0, 0, 255, 0.25); } +.btn:hover, .btn.zeroclipboard-is-hover { color: #6a4aec; } +.btn:hover, .btn:active, .btn.zeroclipboard-is-hover, .btn.zeroclipboard-is-active { text-decoration: none; background-color: #f4f4f4; } +.btn:active, .btn.selected, .btn.zeroclipboard-is-active { background-color: #efefef; background-image: none; box-shadow: inset 0 2px 4px rgba(0, 0, 0, 0.15); } +.btn.selected:hover { background-color: #cfcfcf; } +.btn:disabled, .btn:disabled:hover, .btn.disabled, .btn.disabled:hover { color: rgba(102, 102, 102, 0.5); cursor: default; background-color: rgba(229, 229, 229, 0.5); background-image: none; box-shadow: none; } + +.btn-outline { color: #7253ed; background: transparent; box-shadow: inset 0 0 0 2px #e6e1e8; } +.btn-outline:hover, .btn-outline:active, .btn-outline.zeroclipboard-is-hover, .btn-outline.zeroclipboard-is-active { color: #6341eb; text-decoration: none; background-color: transparent; box-shadow: inset 0 0 0 3px #e6e1e8; } +.btn-outline:focus { text-decoration: none; outline: none; box-shadow: inset 0 0 0 2px #5c5962, 0 0 0 3px rgba(0, 0, 255, 0.25); } +.btn-outline:focus:hover, .btn-outline.selected:focus { box-shadow: inset 0 0 0 2px #5c5962; } + +.btn-primary { color: #fff; background-color: #5739ce; background-image: linear-gradient(#6f55d5, #5739ce); box-shadow: 0 1px 3px rgba(0, 0, 0, 0.25), 0 4px 10px rgba(0, 0, 0, 0.12); } +.btn-primary:hover, .btn-primary.zeroclipboard-is-hover { color: #fff; background-color: #5132cb; background-image: linear-gradient(#6549d2, #5132cb); } +.btn-primary:active, .btn-primary.selected, .btn-primary.zeroclipboard-is-active { background-color: #4f31c6; background-image: none; box-shadow: inset 0 2px 4px rgba(0, 0, 0, 0.15); } +.btn-primary.selected:hover { background-color: #472cb2; } + +.btn-purple { color: #fff; background-color: #5739ce; background-image: linear-gradient(#6f55d5, #5739ce); box-shadow: 0 1px 3px rgba(0, 0, 0, 0.25), 0 4px 10px rgba(0, 0, 0, 0.12); } +.btn-purple:hover, .btn-purple.zeroclipboard-is-hover { color: #fff; background-color: #5132cb; background-image: linear-gradient(#6549d2, #5132cb); } +.btn-purple:active, .btn-purple.selected, .btn-purple.zeroclipboard-is-active { background-color: #4f31c6; background-image: none; box-shadow: inset 0 2px 4px rgba(0, 0, 0, 0.15); } +.btn-purple.selected:hover { background-color: #472cb2; } + +.btn-blue { color: #fff; background-color: #227efa; background-image: linear-gradient(#4593fb, #227efa); box-shadow: 0 1px 3px rgba(0, 0, 0, 0.25), 0 4px 10px rgba(0, 0, 0, 0.12); } +.btn-blue:hover, .btn-blue.zeroclipboard-is-hover { color: #fff; background-color: #1878fa; background-image: linear-gradient(#368afa, #1878fa); } +.btn-blue:active, .btn-blue.selected, .btn-blue.zeroclipboard-is-active { background-color: #1375f9; background-image: none; box-shadow: inset 0 2px 4px rgba(0, 0, 0, 0.15); } +.btn-blue.selected:hover { background-color: #0669ed; } + +.btn-green { color: #fff; background-color: #10ac7d; background-image: linear-gradient(#13cc95, #10ac7d); box-shadow: 0 1px 3px rgba(0, 0, 0, 0.25), 0 4px 10px rgba(0, 0, 0, 0.12); } +.btn-green:hover, .btn-green.zeroclipboard-is-hover { color: #fff; background-color: #0fa276; background-image: linear-gradient(#12be8b, #0fa276); } +.btn-green:active, .btn-green.selected, .btn-green.zeroclipboard-is-active { background-color: #0f9e73; background-image: none; box-shadow: inset 0 2px 4px rgba(0, 0, 0, 0.15); } +.btn-green.selected:hover { background-color: #0d8662; } + +.btn-reset { background: none; border: none; margin: 0; text-align: inherit; font: inherit; border-radius: 0; appearance: none; } + +.search { position: relative; z-index: 2; flex-grow: 1; height: 4rem; padding: 0.5rem; transition: padding linear 200ms; } +@media (min-width: 50rem) { .search { position: relative !important; width: auto !important; height: 100% !important; padding: 0; transition: none; } } + +.search-input-wrap { position: relative; z-index: 1; height: 3rem; overflow: hidden; border-radius: 4px; box-shadow: 0 1px 2px rgba(0, 0, 0, 0.12), 0 3px 10px rgba(0, 0, 0, 0.08); transition: height linear 200ms; } +@media (min-width: 50rem) { .search-input-wrap { position: absolute; width: 100%; max-width: 33.5rem; height: 100% !important; border-radius: 0; box-shadow: none; transition: width ease 400ms; } } + +.search-input { position: absolute; width: 100%; height: 100%; padding: 0.5rem 1rem 0.5rem 2.5rem; font-size: 1rem; color: #5c5962; background-color: #fff; border-top: 0; border-right: 0; border-bottom: 0; border-left: 0; border-radius: 0; } +@media (min-width: 50rem) { .search-input { padding: 0.5rem 1rem 0.5rem 3.5rem; font-size: 0.875rem; background-color: #fff; transition: padding-left linear 200ms; } } +.search-input:focus { outline: 0; } +.search-input:focus + .search-label .search-icon { color: #7253ed; } + +.search-label { position: absolute; display: flex; height: 100%; padding-left: 1rem; } +@media (min-width: 50rem) { .search-label { padding-left: 2rem; transition: padding-left linear 200ms; } } +.search-label .search-icon { width: 1.2rem; height: 1.2rem; align-self: center; color: #959396; } + +.search-results { position: absolute; left: 0; display: none; width: 100%; max-height: calc(100% - 4rem); overflow-y: auto; background-color: #fff; border-bottom-right-radius: 4px; border-bottom-left-radius: 4px; box-shadow: 0 1px 2px rgba(0, 0, 0, 0.12), 0 3px 10px rgba(0, 0, 0, 0.08); } +@media (min-width: 50rem) { .search-results { top: 100%; width: 33.5rem; max-height: calc(100vh - 200%) !important; } } + +.search-results-list { padding-left: 0; margin-bottom: 0.25rem; list-style: none; font-size: 0.875rem !important; } +@media (min-width: 31.25rem) { .search-results-list { font-size: 1rem !important; } } +@media (min-width: 50rem) { .search-results-list { font-size: 0.75rem !important; } } +@media (min-width: 50rem) and (min-width: 31.25rem) { .search-results-list { font-size: 0.875rem !important; } } + +.search-results-list-item { padding: 0; margin: 0; } + +.search-result { display: block; padding: 0.25rem 0.75rem; } +.search-result:hover, .search-result.active { background-color: #ebedf5; } + +.search-result-title { display: block; padding-top: 0.5rem; padding-bottom: 0.5rem; } +@media (min-width: 31.25rem) { .search-result-title { display: inline-block; width: 40%; padding-right: 0.5rem; vertical-align: top; } } + +.search-result-doc { display: flex; align-items: center; word-wrap: break-word; } +.search-result-doc.search-result-doc-parent { opacity: 0.5; font-size: 0.75rem !important; } +@media (min-width: 31.25rem) { .search-result-doc.search-result-doc-parent { font-size: 0.875rem !important; } } +@media (min-width: 50rem) { .search-result-doc.search-result-doc-parent { font-size: 0.6875rem !important; } } +@media (min-width: 50rem) and (min-width: 31.25rem) { .search-result-doc.search-result-doc-parent { font-size: 0.75rem !important; } } + +.search-result-doc .search-result-icon { width: 1rem; height: 1rem; margin-right: 0.5rem; color: #7253ed; flex-shrink: 0; } +.search-result-doc .search-result-doc-title { overflow: auto; } + +.search-result-section { margin-left: 1.5rem; word-wrap: break-word; } + +.search-result-rel-url { display: block; margin-left: 1.5rem; overflow: hidden; color: #959396; text-overflow: ellipsis; white-space: nowrap; font-size: 0.5625rem !important; } +@media (min-width: 31.25rem) { .search-result-rel-url { font-size: 0.625rem !important; } } + +.search-result-previews { display: block; padding-top: 0.5rem; padding-bottom: 0.5rem; padding-left: 1rem; margin-left: 0.5rem; color: #959396; word-wrap: break-word; border-left: 1px solid; border-left-color: #eeebee; font-size: 0.6875rem !important; } +@media (min-width: 31.25rem) { .search-result-previews { font-size: 0.75rem !important; } } +@media (min-width: 31.25rem) { .search-result-previews { display: inline-block; width: 60%; padding-left: 0.5rem; margin-left: 0; vertical-align: top; } } + +.search-result-preview + .search-result-preview { margin-top: 0.25rem; } + +.search-result-highlight { font-weight: bold; } + +.search-no-result { padding: 0.5rem 0.75rem; font-size: 0.75rem !important; } +@media (min-width: 31.25rem) { .search-no-result { font-size: 0.875rem !important; } } + +.search-button { position: fixed; right: 1rem; bottom: 1rem; display: flex; width: 3.5rem; height: 3.5rem; background-color: #fff; border: 1px solid rgba(114, 83, 237, 0.3); border-radius: 1.75rem; box-shadow: 0 1px 2px rgba(0, 0, 0, 0.12), 0 3px 10px rgba(0, 0, 0, 0.08); align-items: center; justify-content: center; } + +.search-overlay { position: fixed; top: 0; left: 0; z-index: 1; width: 0; height: 0; background-color: rgba(0, 0, 0, 0.3); opacity: 0; transition: opacity ease 400ms, width 0s 400ms, height 0s 400ms; } + +.search-active .search { position: fixed; top: 0; left: 0; width: 100%; height: 100%; padding: 0; } +.search-active .search-input-wrap { height: 4rem; border-radius: 0; } +@media (min-width: 50rem) { .search-active .search-input-wrap { width: 33.5rem; box-shadow: 0 1px 2px rgba(0, 0, 0, 0.12), 0 3px 10px rgba(0, 0, 0, 0.08); } } +.search-active .search-input { background-color: #fff; } +@media (min-width: 50rem) { .search-active .search-input { padding-left: 2.3rem; } } +@media (min-width: 50rem) { .search-active .search-label { padding-left: 0.6rem; } } +.search-active .search-results { display: block; } +.search-active .search-overlay { width: 100%; height: 100%; opacity: 1; transition: opacity ease 400ms, width 0s, height 0s; } +@media (min-width: 50rem) { .search-active .main { position: fixed; right: 0; left: 0; } } +.search-active .main-header { padding-top: 4rem; } +@media (min-width: 50rem) { .search-active .main-header { padding-top: 0; } } + +.table-wrapper { display: block; width: 100%; max-width: 100%; margin-bottom: 1.5rem; overflow-x: auto; border-radius: 4px; box-shadow: 0 1px 2px rgba(0, 0, 0, 0.12), 0 3px 10px rgba(0, 0, 0, 0.08); } + +table { display: table; min-width: 100%; border-collapse: separate; } + +th, td { font-size: 0.75rem !important; min-width: 7.5rem; padding: 0.5rem 0.75rem; background-color: #fff; border-bottom: 1px solid rgba(238, 235, 238, 0.5); border-left: 1px solid #eeebee; } +@media (min-width: 31.25rem) { th, td { font-size: 0.875rem !important; } } +th:first-of-type, td:first-of-type { border-left: 0; } + +tbody tr:last-of-type th, tbody tr:last-of-type td { border-bottom: 0; } +tbody tr:last-of-type td { padding-bottom: 0.75rem; } + +thead th { border-bottom: 1px solid #eeebee; } + +:not(pre, figure) > code { padding: 0.2em 0.15em; font-weight: 400; background-color: #f5f6fa; border: 1px solid #eeebee; border-radius: 4px; } + +a:visited code { border-color: #eeebee; } + +div.highlighter-rouge, div.listingblock > div.content, figure.highlight { margin-top: 0; margin-bottom: 0.75rem; background-color: #f5f6fa; border-radius: 4px; box-shadow: none; -webkit-overflow-scrolling: touch; position: relative; padding: 0; } +div.highlighter-rouge > button, div.listingblock > div.content > button, figure.highlight > button { width: 0.75rem; opacity: 0; position: absolute; top: 0; right: 0; border: 0.75rem solid #f5f6fa; background-color: #f5f6fa; color: #5c5962; box-sizing: content-box; } +div.highlighter-rouge > button svg, div.listingblock > div.content > button svg, figure.highlight > button svg { fill: #5c5962; } +div.highlighter-rouge > button:active, div.listingblock > div.content > button:active, figure.highlight > button:active { text-decoration: none; outline: none; opacity: 1; } +div.highlighter-rouge > button:focus, div.listingblock > div.content > button:focus, figure.highlight > button:focus { opacity: 1; } +div.highlighter-rouge:hover > button, div.listingblock > div.content:hover > button, figure.highlight:hover > button { cursor: copy; opacity: 1; } + +div.highlighter-rouge div.highlight { overflow-x: auto; padding: 0.75rem; margin: 0; border: 0; } +div.highlighter-rouge pre.highlight, div.highlighter-rouge code { padding: 0; margin: 0; border: 0; } + +div.listingblock { margin-top: 0; margin-bottom: 0.75rem; } +div.listingblock div.content { overflow-x: auto; padding: 0.75rem; margin: 0; border: 0; } +div.listingblock div.content > pre, div.listingblock code { padding: 0; margin: 0; border: 0; } + +figure.highlight pre, figure.highlight :not(pre) > code { overflow-x: auto; padding: 0.75rem; margin: 0; border: 0; } + +.highlight .table-wrapper { padding: 0.75rem 0; margin: 0; border: 0; box-shadow: none; } +.highlight .table-wrapper td, .highlight .table-wrapper pre { font-size: 0.6875rem !important; min-width: 0; padding: 0; background-color: #f5f6fa; border: 0; } +@media (min-width: 31.25rem) { .highlight .table-wrapper td, .highlight .table-wrapper pre { font-size: 0.75rem !important; } } +.highlight .table-wrapper td.gl { width: 1em; padding-right: 0.75rem; padding-left: 0.75rem; } +.highlight .table-wrapper pre { margin: 0; line-height: 2; } + +.code-example, .listingblock > .title { padding: 0.75rem; margin-bottom: 0.75rem; overflow: auto; border: 1px solid #eeebee; border-radius: 4px; } +.code-example + .highlighter-rouge, .code-example + .sectionbody .listingblock, .code-example + .content, .code-example + figure.highlight, .listingblock > .title + .highlighter-rouge, .listingblock > .title + .sectionbody .listingblock, .listingblock > .title + .content, .listingblock > .title + figure.highlight { position: relative; margin-top: -1rem; border-right: 1px solid #eeebee; border-bottom: 1px solid #eeebee; border-left: 1px solid #eeebee; border-top-left-radius: 0; border-top-right-radius: 0; } + +code.language-mermaid { padding: 0; background-color: inherit; border: 0; } + +.highlight, pre.highlight { background: #f5f6fa; color: #5c5962; } + +.highlight pre { background: #f5f6fa; } + +.text-grey-dk-000 { color: #959396 !important; } + +.text-grey-dk-100 { color: #5c5962 !important; } + +.text-grey-dk-200 { color: #44434d !important; } + +.text-grey-dk-250 { color: #302d36 !important; } + +.text-grey-dk-300 { color: #27262b !important; } + +.text-grey-lt-000 { color: #f5f6fa !important; } + +.text-grey-lt-100 { color: #eeebee !important; } + +.text-grey-lt-200 { color: #ecebed !important; } + +.text-grey-lt-300 { color: #e6e1e8 !important; } + +.text-blue-000 { color: #2c84fa !important; } + +.text-blue-100 { color: #2869e6 !important; } + +.text-blue-200 { color: #264caf !important; } + +.text-blue-300 { color: #183385 !important; } + +.text-green-000 { color: #41d693 !important; } + +.text-green-100 { color: #11b584 !important; } + +.text-green-200 { color: #009c7b !important; } + +.text-green-300 { color: #026e57 !important; } + +.text-purple-000 { color: #7253ed !important; } + +.text-purple-100 { color: #5e41d0 !important; } + +.text-purple-200 { color: #4e26af !important; } + +.text-purple-300 { color: #381885 !important; } + +.text-yellow-000 { color: #ffeb82 !important; } + +.text-yellow-100 { color: #fadf50 !important; } + +.text-yellow-200 { color: #f7d12e !important; } + +.text-yellow-300 { color: #e7af06 !important; } + +.text-red-000 { color: #f77e7e !important; } + +.text-red-100 { color: #f96e65 !important; } + +.text-red-200 { color: #e94c4c !important; } + +.text-red-300 { color: #dd2e2e !important; } + +.bg-grey-dk-000 { background-color: #959396 !important; } + +.bg-grey-dk-100 { background-color: #5c5962 !important; } + +.bg-grey-dk-200 { background-color: #44434d !important; } + +.bg-grey-dk-250 { background-color: #302d36 !important; } + +.bg-grey-dk-300 { background-color: #27262b !important; } + +.bg-grey-lt-000 { background-color: #f5f6fa !important; } + +.bg-grey-lt-100 { background-color: #eeebee !important; } + +.bg-grey-lt-200 { background-color: #ecebed !important; } + +.bg-grey-lt-300 { background-color: #e6e1e8 !important; } + +.bg-blue-000 { background-color: #2c84fa !important; } + +.bg-blue-100 { background-color: #2869e6 !important; } + +.bg-blue-200 { background-color: #264caf !important; } + +.bg-blue-300 { background-color: #183385 !important; } + +.bg-green-000 { background-color: #41d693 !important; } + +.bg-green-100 { background-color: #11b584 !important; } + +.bg-green-200 { background-color: #009c7b !important; } + +.bg-green-300 { background-color: #026e57 !important; } + +.bg-purple-000 { background-color: #7253ed !important; } + +.bg-purple-100 { background-color: #5e41d0 !important; } + +.bg-purple-200 { background-color: #4e26af !important; } + +.bg-purple-300 { background-color: #381885 !important; } + +.bg-yellow-000 { background-color: #ffeb82 !important; } + +.bg-yellow-100 { background-color: #fadf50 !important; } + +.bg-yellow-200 { background-color: #f7d12e !important; } + +.bg-yellow-300 { background-color: #e7af06 !important; } + +.bg-red-000 { background-color: #f77e7e !important; } + +.bg-red-100 { background-color: #f96e65 !important; } + +.bg-red-200 { background-color: #e94c4c !important; } + +.bg-red-300 { background-color: #dd2e2e !important; } + +.d-block { display: block !important; } + +.d-flex { display: flex !important; } + +.d-inline { display: inline !important; } + +.d-inline-block { display: inline-block !important; } + +.d-none { display: none !important; } + +@media (min-width: 20rem) { .d-xs-block { display: block !important; } + .d-xs-flex { display: flex !important; } + .d-xs-inline { display: inline !important; } + .d-xs-inline-block { display: inline-block !important; } + .d-xs-none { display: none !important; } } +@media (min-width: 20rem) { .d-xs-block { display: block !important; } + .d-xs-flex { display: flex !important; } + .d-xs-inline { display: inline !important; } + .d-xs-inline-block { display: inline-block !important; } + .d-xs-none { display: none !important; } } +@media (min-width: 20rem) { .d-xs-block { display: block !important; } + .d-xs-flex { display: flex !important; } + .d-xs-inline { display: inline !important; } + .d-xs-inline-block { display: inline-block !important; } + .d-xs-none { display: none !important; } } +@media (min-width: 20rem) { .d-xs-block { display: block !important; } + .d-xs-flex { display: flex !important; } + .d-xs-inline { display: inline !important; } + .d-xs-inline-block { display: inline-block !important; } + .d-xs-none { display: none !important; } } +@media (min-width: 20rem) { .d-xs-block { display: block !important; } + .d-xs-flex { display: flex !important; } + .d-xs-inline { display: inline !important; } + .d-xs-inline-block { display: inline-block !important; } + .d-xs-none { display: none !important; } } +@media (min-width: 20rem) { .d-xs-block { display: block !important; } + .d-xs-flex { display: flex !important; } + .d-xs-inline { display: inline !important; } + .d-xs-inline-block { display: inline-block !important; } + .d-xs-none { display: none !important; } } +@media (min-width: 20rem) { .d-xs-block { display: block !important; } + .d-xs-flex { display: flex !important; } + .d-xs-inline { display: inline !important; } + .d-xs-inline-block { display: inline-block !important; } + .d-xs-none { display: none !important; } } +@media (min-width: 20rem) { .d-xs-block { display: block !important; } + .d-xs-flex { display: flex !important; } + .d-xs-inline { display: inline !important; } + .d-xs-inline-block { display: inline-block !important; } + .d-xs-none { display: none !important; } } +@media (min-width: 20rem) { .d-xs-block { display: block !important; } + .d-xs-flex { display: flex !important; } + .d-xs-inline { display: inline !important; } + .d-xs-inline-block { display: inline-block !important; } + .d-xs-none { display: none !important; } } +@media (min-width: 20rem) { .d-xs-block { display: block !important; } + .d-xs-flex { display: flex !important; } + .d-xs-inline { display: inline !important; } + .d-xs-inline-block { display: inline-block !important; } + .d-xs-none { display: none !important; } } +@media (min-width: 20rem) { .d-xs-block { display: block !important; } + .d-xs-flex { display: flex !important; } + .d-xs-inline { display: inline !important; } + .d-xs-inline-block { display: inline-block !important; } + .d-xs-none { display: none !important; } } +@media (min-width: 31.25rem) { .d-sm-block { display: block !important; } + .d-sm-flex { display: flex !important; } + .d-sm-inline { display: inline !important; } + .d-sm-inline-block { display: inline-block !important; } + .d-sm-none { display: none !important; } } +@media (min-width: 31.25rem) { .d-sm-block { display: block !important; } + .d-sm-flex { display: flex !important; } + .d-sm-inline { display: inline !important; } + .d-sm-inline-block { display: inline-block !important; } + .d-sm-none { display: none !important; } } +@media (min-width: 31.25rem) { .d-sm-block { display: block !important; } + .d-sm-flex { display: flex !important; } + .d-sm-inline { display: inline !important; } + .d-sm-inline-block { display: inline-block !important; } + .d-sm-none { display: none !important; } } +@media (min-width: 31.25rem) { .d-sm-block { display: block !important; } + .d-sm-flex { display: flex !important; } + .d-sm-inline { display: inline !important; } + .d-sm-inline-block { display: inline-block !important; } + .d-sm-none { display: none !important; } } +@media (min-width: 31.25rem) { .d-sm-block { display: block !important; } + .d-sm-flex { display: flex !important; } + .d-sm-inline { display: inline !important; } + .d-sm-inline-block { display: inline-block !important; } + .d-sm-none { display: none !important; } } +@media (min-width: 31.25rem) { .d-sm-block { display: block !important; } + .d-sm-flex { display: flex !important; } + .d-sm-inline { display: inline !important; } + .d-sm-inline-block { display: inline-block !important; } + .d-sm-none { display: none !important; } } +@media (min-width: 31.25rem) { .d-sm-block { display: block !important; } + .d-sm-flex { display: flex !important; } + .d-sm-inline { display: inline !important; } + .d-sm-inline-block { display: inline-block !important; } + .d-sm-none { display: none !important; } } +@media (min-width: 31.25rem) { .d-sm-block { display: block !important; } + .d-sm-flex { display: flex !important; } + .d-sm-inline { display: inline !important; } + .d-sm-inline-block { display: inline-block !important; } + .d-sm-none { display: none !important; } } +@media (min-width: 31.25rem) { .d-sm-block { display: block !important; } + .d-sm-flex { display: flex !important; } + .d-sm-inline { display: inline !important; } + .d-sm-inline-block { display: inline-block !important; } + .d-sm-none { display: none !important; } } +@media (min-width: 31.25rem) { .d-sm-block { display: block !important; } + .d-sm-flex { display: flex !important; } + .d-sm-inline { display: inline !important; } + .d-sm-inline-block { display: inline-block !important; } + .d-sm-none { display: none !important; } } +@media (min-width: 31.25rem) { .d-sm-block { display: block !important; } + .d-sm-flex { display: flex !important; } + .d-sm-inline { display: inline !important; } + .d-sm-inline-block { display: inline-block !important; } + .d-sm-none { display: none !important; } } +@media (min-width: 50rem) { .d-md-block { display: block !important; } + .d-md-flex { display: flex !important; } + .d-md-inline { display: inline !important; } + .d-md-inline-block { display: inline-block !important; } + .d-md-none { display: none !important; } } +@media (min-width: 50rem) { .d-md-block { display: block !important; } + .d-md-flex { display: flex !important; } + .d-md-inline { display: inline !important; } + .d-md-inline-block { display: inline-block !important; } + .d-md-none { display: none !important; } } +@media (min-width: 50rem) { .d-md-block { display: block !important; } + .d-md-flex { display: flex !important; } + .d-md-inline { display: inline !important; } + .d-md-inline-block { display: inline-block !important; } + .d-md-none { display: none !important; } } +@media (min-width: 50rem) { .d-md-block { display: block !important; } + .d-md-flex { display: flex !important; } + .d-md-inline { display: inline !important; } + .d-md-inline-block { display: inline-block !important; } + .d-md-none { display: none !important; } } +@media (min-width: 50rem) { .d-md-block { display: block !important; } + .d-md-flex { display: flex !important; } + .d-md-inline { display: inline !important; } + .d-md-inline-block { display: inline-block !important; } + .d-md-none { display: none !important; } } +@media (min-width: 50rem) { .d-md-block { display: block !important; } + .d-md-flex { display: flex !important; } + .d-md-inline { display: inline !important; } + .d-md-inline-block { display: inline-block !important; } + .d-md-none { display: none !important; } } +@media (min-width: 50rem) { .d-md-block { display: block !important; } + .d-md-flex { display: flex !important; } + .d-md-inline { display: inline !important; } + .d-md-inline-block { display: inline-block !important; } + .d-md-none { display: none !important; } } +@media (min-width: 50rem) { .d-md-block { display: block !important; } + .d-md-flex { display: flex !important; } + .d-md-inline { display: inline !important; } + .d-md-inline-block { display: inline-block !important; } + .d-md-none { display: none !important; } } +@media (min-width: 50rem) { .d-md-block { display: block !important; } + .d-md-flex { display: flex !important; } + .d-md-inline { display: inline !important; } + .d-md-inline-block { display: inline-block !important; } + .d-md-none { display: none !important; } } +@media (min-width: 50rem) { .d-md-block { display: block !important; } + .d-md-flex { display: flex !important; } + .d-md-inline { display: inline !important; } + .d-md-inline-block { display: inline-block !important; } + .d-md-none { display: none !important; } } +@media (min-width: 50rem) { .d-md-block { display: block !important; } + .d-md-flex { display: flex !important; } + .d-md-inline { display: inline !important; } + .d-md-inline-block { display: inline-block !important; } + .d-md-none { display: none !important; } } +@media (min-width: 66.5rem) { .d-lg-block { display: block !important; } + .d-lg-flex { display: flex !important; } + .d-lg-inline { display: inline !important; } + .d-lg-inline-block { display: inline-block !important; } + .d-lg-none { display: none !important; } } +@media (min-width: 66.5rem) { .d-lg-block { display: block !important; } + .d-lg-flex { display: flex !important; } + .d-lg-inline { display: inline !important; } + .d-lg-inline-block { display: inline-block !important; } + .d-lg-none { display: none !important; } } +@media (min-width: 66.5rem) { .d-lg-block { display: block !important; } + .d-lg-flex { display: flex !important; } + .d-lg-inline { display: inline !important; } + .d-lg-inline-block { display: inline-block !important; } + .d-lg-none { display: none !important; } } +@media (min-width: 66.5rem) { .d-lg-block { display: block !important; } + .d-lg-flex { display: flex !important; } + .d-lg-inline { display: inline !important; } + .d-lg-inline-block { display: inline-block !important; } + .d-lg-none { display: none !important; } } +@media (min-width: 66.5rem) { .d-lg-block { display: block !important; } + .d-lg-flex { display: flex !important; } + .d-lg-inline { display: inline !important; } + .d-lg-inline-block { display: inline-block !important; } + .d-lg-none { display: none !important; } } +@media (min-width: 66.5rem) { .d-lg-block { display: block !important; } + .d-lg-flex { display: flex !important; } + .d-lg-inline { display: inline !important; } + .d-lg-inline-block { display: inline-block !important; } + .d-lg-none { display: none !important; } } +@media (min-width: 66.5rem) { .d-lg-block { display: block !important; } + .d-lg-flex { display: flex !important; } + .d-lg-inline { display: inline !important; } + .d-lg-inline-block { display: inline-block !important; } + .d-lg-none { display: none !important; } } +@media (min-width: 66.5rem) { .d-lg-block { display: block !important; } + .d-lg-flex { display: flex !important; } + .d-lg-inline { display: inline !important; } + .d-lg-inline-block { display: inline-block !important; } + .d-lg-none { display: none !important; } } +@media (min-width: 66.5rem) { .d-lg-block { display: block !important; } + .d-lg-flex { display: flex !important; } + .d-lg-inline { display: inline !important; } + .d-lg-inline-block { display: inline-block !important; } + .d-lg-none { display: none !important; } } +@media (min-width: 66.5rem) { .d-lg-block { display: block !important; } + .d-lg-flex { display: flex !important; } + .d-lg-inline { display: inline !important; } + .d-lg-inline-block { display: inline-block !important; } + .d-lg-none { display: none !important; } } +@media (min-width: 66.5rem) { .d-lg-block { display: block !important; } + .d-lg-flex { display: flex !important; } + .d-lg-inline { display: inline !important; } + .d-lg-inline-block { display: inline-block !important; } + .d-lg-none { display: none !important; } } +@media (min-width: 87.5rem) { .d-xl-block { display: block !important; } + .d-xl-flex { display: flex !important; } + .d-xl-inline { display: inline !important; } + .d-xl-inline-block { display: inline-block !important; } + .d-xl-none { display: none !important; } } +@media (min-width: 87.5rem) { .d-xl-block { display: block !important; } + .d-xl-flex { display: flex !important; } + .d-xl-inline { display: inline !important; } + .d-xl-inline-block { display: inline-block !important; } + .d-xl-none { display: none !important; } } +@media (min-width: 87.5rem) { .d-xl-block { display: block !important; } + .d-xl-flex { display: flex !important; } + .d-xl-inline { display: inline !important; } + .d-xl-inline-block { display: inline-block !important; } + .d-xl-none { display: none !important; } } +@media (min-width: 87.5rem) { .d-xl-block { display: block !important; } + .d-xl-flex { display: flex !important; } + .d-xl-inline { display: inline !important; } + .d-xl-inline-block { display: inline-block !important; } + .d-xl-none { display: none !important; } } +@media (min-width: 87.5rem) { .d-xl-block { display: block !important; } + .d-xl-flex { display: flex !important; } + .d-xl-inline { display: inline !important; } + .d-xl-inline-block { display: inline-block !important; } + .d-xl-none { display: none !important; } } +@media (min-width: 87.5rem) { .d-xl-block { display: block !important; } + .d-xl-flex { display: flex !important; } + .d-xl-inline { display: inline !important; } + .d-xl-inline-block { display: inline-block !important; } + .d-xl-none { display: none !important; } } +@media (min-width: 87.5rem) { .d-xl-block { display: block !important; } + .d-xl-flex { display: flex !important; } + .d-xl-inline { display: inline !important; } + .d-xl-inline-block { display: inline-block !important; } + .d-xl-none { display: none !important; } } +@media (min-width: 87.5rem) { .d-xl-block { display: block !important; } + .d-xl-flex { display: flex !important; } + .d-xl-inline { display: inline !important; } + .d-xl-inline-block { display: inline-block !important; } + .d-xl-none { display: none !important; } } +@media (min-width: 87.5rem) { .d-xl-block { display: block !important; } + .d-xl-flex { display: flex !important; } + .d-xl-inline { display: inline !important; } + .d-xl-inline-block { display: inline-block !important; } + .d-xl-none { display: none !important; } } +@media (min-width: 87.5rem) { .d-xl-block { display: block !important; } + .d-xl-flex { display: flex !important; } + .d-xl-inline { display: inline !important; } + .d-xl-inline-block { display: inline-block !important; } + .d-xl-none { display: none !important; } } +@media (min-width: 87.5rem) { .d-xl-block { display: block !important; } + .d-xl-flex { display: flex !important; } + .d-xl-inline { display: inline !important; } + .d-xl-inline-block { display: inline-block !important; } + .d-xl-none { display: none !important; } } +.float-left { float: left !important; } + +.float-right { float: right !important; } + +.flex-justify-start { justify-content: flex-start !important; } + +.flex-justify-end { justify-content: flex-end !important; } + +.flex-justify-between { justify-content: space-between !important; } + +.flex-justify-around { justify-content: space-around !important; } + +.v-align-baseline { vertical-align: baseline !important; } + +.v-align-bottom { vertical-align: bottom !important; } + +.v-align-middle { vertical-align: middle !important; } + +.v-align-text-bottom { vertical-align: text-bottom !important; } + +.v-align-text-top { vertical-align: text-top !important; } + +.v-align-top { vertical-align: top !important; } + +.fs-1 { font-size: 0.5625rem !important; } +@media (min-width: 31.25rem) { .fs-1 { font-size: 0.625rem !important; } } + +.fs-2 { font-size: 0.6875rem !important; } +@media (min-width: 31.25rem) { .fs-2 { font-size: 0.75rem !important; } } + +.fs-3 { font-size: 0.75rem !important; } +@media (min-width: 31.25rem) { .fs-3 { font-size: 0.875rem !important; } } + +.fs-4 { font-size: 0.875rem !important; } +@media (min-width: 31.25rem) { .fs-4 { font-size: 1rem !important; } } + +.fs-5 { font-size: 1rem !important; } +@media (min-width: 31.25rem) { .fs-5 { font-size: 1.125rem !important; } } + +.fs-6 { font-size: 1.125rem !important; } +@media (min-width: 31.25rem) { .fs-6 { font-size: 1.5rem !important; line-height: 1.25; } } + +.fs-7 { font-size: 1.5rem !important; line-height: 1.25; } +@media (min-width: 31.25rem) { .fs-7 { font-size: 2rem !important; } } + +.fs-8 { font-size: 2rem !important; line-height: 1.25; } +@media (min-width: 31.25rem) { .fs-8 { font-size: 2.25rem !important; } } + +.fs-9 { font-size: 2.25rem !important; line-height: 1.25; } +@media (min-width: 31.25rem) { .fs-9 { font-size: 2.625rem !important; } } + +.fs-10 { font-size: 2.625rem !important; line-height: 1.25; } +@media (min-width: 31.25rem) { .fs-10 { font-size: 3rem !important; } } + +.fw-300 { font-weight: 300 !important; } + +.fw-400 { font-weight: 400 !important; } + +.fw-500 { font-weight: 500 !important; } + +.fw-700 { font-weight: 700 !important; } + +.lh-0 { line-height: 0 !important; } + +.lh-default { line-height: 1.4; } + +.lh-tight { line-height: 1.25; } + +.ls-5 { letter-spacing: 0.05em !important; } + +.ls-10 { letter-spacing: 0.1em !important; } + +.ls-0 { letter-spacing: 0 !important; } + +.text-uppercase { text-transform: uppercase !important; } + +.list-style-none { padding: 0 !important; margin: 0 !important; list-style: none !important; } +.list-style-none li::before { display: none !important; } + +.mx-auto { margin-right: auto !important; margin-left: auto !important; } + +.m-0 { margin: 0 !important; } + +.mt-0 { margin-top: 0 !important; } + +.mr-0 { margin-right: 0 !important; } + +.mb-0 { margin-bottom: 0 !important; } + +.ml-0 { margin-left: 0 !important; } + +.mx-0 { margin-right: 0 !important; margin-left: 0 !important; } + +.my-0 { margin-top: 0 !important; margin-bottom: 0 !important; } + +.mxn-0 { margin-right: -0 !important; margin-left: -0 !important; } + +.mx-0-auto { margin-right: auto !important; margin-left: auto !important; } + +.m-1 { margin: 0.25rem !important; } + +.mt-1 { margin-top: 0.25rem !important; } + +.mr-1 { margin-right: 0.25rem !important; } + +.mb-1 { margin-bottom: 0.25rem !important; } + +.ml-1 { margin-left: 0.25rem !important; } + +.mx-1 { margin-right: 0.25rem !important; margin-left: 0.25rem !important; } + +.my-1 { margin-top: 0.25rem !important; margin-bottom: 0.25rem !important; } + +.mxn-1 { margin-right: -0.25rem !important; margin-left: -0.25rem !important; } + +.mx-1-auto { margin-right: auto !important; margin-left: auto !important; } + +.m-2 { margin: 0.5rem !important; } + +.mt-2 { margin-top: 0.5rem !important; } + +.mr-2 { margin-right: 0.5rem !important; } + +.mb-2 { margin-bottom: 0.5rem !important; } + +.ml-2 { margin-left: 0.5rem !important; } + +.mx-2 { margin-right: 0.5rem !important; margin-left: 0.5rem !important; } + +.my-2 { margin-top: 0.5rem !important; margin-bottom: 0.5rem !important; } + +.mxn-2 { margin-right: -0.5rem !important; margin-left: -0.5rem !important; } + +.mx-2-auto { margin-right: auto !important; margin-left: auto !important; } + +.m-3 { margin: 0.75rem !important; } + +.mt-3 { margin-top: 0.75rem !important; } + +.mr-3 { margin-right: 0.75rem !important; } + +.mb-3 { margin-bottom: 0.75rem !important; } + +.ml-3 { margin-left: 0.75rem !important; } + +.mx-3 { margin-right: 0.75rem !important; margin-left: 0.75rem !important; } + +.my-3 { margin-top: 0.75rem !important; margin-bottom: 0.75rem !important; } + +.mxn-3 { margin-right: -0.75rem !important; margin-left: -0.75rem !important; } + +.mx-3-auto { margin-right: auto !important; margin-left: auto !important; } + +.m-4 { margin: 1rem !important; } + +.mt-4 { margin-top: 1rem !important; } + +.mr-4 { margin-right: 1rem !important; } + +.mb-4 { margin-bottom: 1rem !important; } + +.ml-4 { margin-left: 1rem !important; } + +.mx-4 { margin-right: 1rem !important; margin-left: 1rem !important; } + +.my-4 { margin-top: 1rem !important; margin-bottom: 1rem !important; } + +.mxn-4 { margin-right: -1rem !important; margin-left: -1rem !important; } + +.mx-4-auto { margin-right: auto !important; margin-left: auto !important; } + +.m-5 { margin: 1.5rem !important; } + +.mt-5 { margin-top: 1.5rem !important; } + +.mr-5 { margin-right: 1.5rem !important; } + +.mb-5 { margin-bottom: 1.5rem !important; } + +.ml-5 { margin-left: 1.5rem !important; } + +.mx-5 { margin-right: 1.5rem !important; margin-left: 1.5rem !important; } + +.my-5 { margin-top: 1.5rem !important; margin-bottom: 1.5rem !important; } + +.mxn-5 { margin-right: -1.5rem !important; margin-left: -1.5rem !important; } + +.mx-5-auto { margin-right: auto !important; margin-left: auto !important; } + +.m-6 { margin: 2rem !important; } + +.mt-6 { margin-top: 2rem !important; } + +.mr-6 { margin-right: 2rem !important; } + +.mb-6 { margin-bottom: 2rem !important; } + +.ml-6 { margin-left: 2rem !important; } + +.mx-6 { margin-right: 2rem !important; margin-left: 2rem !important; } + +.my-6 { margin-top: 2rem !important; margin-bottom: 2rem !important; } + +.mxn-6 { margin-right: -2rem !important; margin-left: -2rem !important; } + +.mx-6-auto { margin-right: auto !important; margin-left: auto !important; } + +.m-7 { margin: 2.5rem !important; } + +.mt-7 { margin-top: 2.5rem !important; } + +.mr-7 { margin-right: 2.5rem !important; } + +.mb-7 { margin-bottom: 2.5rem !important; } + +.ml-7 { margin-left: 2.5rem !important; } + +.mx-7 { margin-right: 2.5rem !important; margin-left: 2.5rem !important; } + +.my-7 { margin-top: 2.5rem !important; margin-bottom: 2.5rem !important; } + +.mxn-7 { margin-right: -2.5rem !important; margin-left: -2.5rem !important; } + +.mx-7-auto { margin-right: auto !important; margin-left: auto !important; } + +.m-8 { margin: 3rem !important; } + +.mt-8 { margin-top: 3rem !important; } + +.mr-8 { margin-right: 3rem !important; } + +.mb-8 { margin-bottom: 3rem !important; } + +.ml-8 { margin-left: 3rem !important; } + +.mx-8 { margin-right: 3rem !important; margin-left: 3rem !important; } + +.my-8 { margin-top: 3rem !important; margin-bottom: 3rem !important; } + +.mxn-8 { margin-right: -3rem !important; margin-left: -3rem !important; } + +.mx-8-auto { margin-right: auto !important; margin-left: auto !important; } + +.m-9 { margin: 3.5rem !important; } + +.mt-9 { margin-top: 3.5rem !important; } + +.mr-9 { margin-right: 3.5rem !important; } + +.mb-9 { margin-bottom: 3.5rem !important; } + +.ml-9 { margin-left: 3.5rem !important; } + +.mx-9 { margin-right: 3.5rem !important; margin-left: 3.5rem !important; } + +.my-9 { margin-top: 3.5rem !important; margin-bottom: 3.5rem !important; } + +.mxn-9 { margin-right: -3.5rem !important; margin-left: -3.5rem !important; } + +.mx-9-auto { margin-right: auto !important; margin-left: auto !important; } + +.m-10 { margin: 4rem !important; } + +.mt-10 { margin-top: 4rem !important; } + +.mr-10 { margin-right: 4rem !important; } + +.mb-10 { margin-bottom: 4rem !important; } + +.ml-10 { margin-left: 4rem !important; } + +.mx-10 { margin-right: 4rem !important; margin-left: 4rem !important; } + +.my-10 { margin-top: 4rem !important; margin-bottom: 4rem !important; } + +.mxn-10 { margin-right: -4rem !important; margin-left: -4rem !important; } + +.mx-10-auto { margin-right: auto !important; margin-left: auto !important; } + +@media (min-width: 20rem) { .m-xs-0 { margin: 0 !important; } + .mt-xs-0 { margin-top: 0 !important; } + .mr-xs-0 { margin-right: 0 !important; } + .mb-xs-0 { margin-bottom: 0 !important; } + .ml-xs-0 { margin-left: 0 !important; } + .mx-xs-0 { margin-right: 0 !important; margin-left: 0 !important; } + .my-xs-0 { margin-top: 0 !important; margin-bottom: 0 !important; } + .mxn-xs-0 { margin-right: -0 !important; margin-left: -0 !important; } } +@media (min-width: 20rem) { .m-xs-1 { margin: 0.25rem !important; } + .mt-xs-1 { margin-top: 0.25rem !important; } + .mr-xs-1 { margin-right: 0.25rem !important; } + .mb-xs-1 { margin-bottom: 0.25rem !important; } + .ml-xs-1 { margin-left: 0.25rem !important; } + .mx-xs-1 { margin-right: 0.25rem !important; margin-left: 0.25rem !important; } + .my-xs-1 { margin-top: 0.25rem !important; margin-bottom: 0.25rem !important; } + .mxn-xs-1 { margin-right: -0.25rem !important; margin-left: -0.25rem !important; } } +@media (min-width: 20rem) { .m-xs-2 { margin: 0.5rem !important; } + .mt-xs-2 { margin-top: 0.5rem !important; } + .mr-xs-2 { margin-right: 0.5rem !important; } + .mb-xs-2 { margin-bottom: 0.5rem !important; } + .ml-xs-2 { margin-left: 0.5rem !important; } + .mx-xs-2 { margin-right: 0.5rem !important; margin-left: 0.5rem !important; } + .my-xs-2 { margin-top: 0.5rem !important; margin-bottom: 0.5rem !important; } + .mxn-xs-2 { margin-right: -0.5rem !important; margin-left: -0.5rem !important; } } +@media (min-width: 20rem) { .m-xs-3 { margin: 0.75rem !important; } + .mt-xs-3 { margin-top: 0.75rem !important; } + .mr-xs-3 { margin-right: 0.75rem !important; } + .mb-xs-3 { margin-bottom: 0.75rem !important; } + .ml-xs-3 { margin-left: 0.75rem !important; } + .mx-xs-3 { margin-right: 0.75rem !important; margin-left: 0.75rem !important; } + .my-xs-3 { margin-top: 0.75rem !important; margin-bottom: 0.75rem !important; } + .mxn-xs-3 { margin-right: -0.75rem !important; margin-left: -0.75rem !important; } } +@media (min-width: 20rem) { .m-xs-4 { margin: 1rem !important; } + .mt-xs-4 { margin-top: 1rem !important; } + .mr-xs-4 { margin-right: 1rem !important; } + .mb-xs-4 { margin-bottom: 1rem !important; } + .ml-xs-4 { margin-left: 1rem !important; } + .mx-xs-4 { margin-right: 1rem !important; margin-left: 1rem !important; } + .my-xs-4 { margin-top: 1rem !important; margin-bottom: 1rem !important; } + .mxn-xs-4 { margin-right: -1rem !important; margin-left: -1rem !important; } } +@media (min-width: 20rem) { .m-xs-5 { margin: 1.5rem !important; } + .mt-xs-5 { margin-top: 1.5rem !important; } + .mr-xs-5 { margin-right: 1.5rem !important; } + .mb-xs-5 { margin-bottom: 1.5rem !important; } + .ml-xs-5 { margin-left: 1.5rem !important; } + .mx-xs-5 { margin-right: 1.5rem !important; margin-left: 1.5rem !important; } + .my-xs-5 { margin-top: 1.5rem !important; margin-bottom: 1.5rem !important; } + .mxn-xs-5 { margin-right: -1.5rem !important; margin-left: -1.5rem !important; } } +@media (min-width: 20rem) { .m-xs-6 { margin: 2rem !important; } + .mt-xs-6 { margin-top: 2rem !important; } + .mr-xs-6 { margin-right: 2rem !important; } + .mb-xs-6 { margin-bottom: 2rem !important; } + .ml-xs-6 { margin-left: 2rem !important; } + .mx-xs-6 { margin-right: 2rem !important; margin-left: 2rem !important; } + .my-xs-6 { margin-top: 2rem !important; margin-bottom: 2rem !important; } + .mxn-xs-6 { margin-right: -2rem !important; margin-left: -2rem !important; } } +@media (min-width: 20rem) { .m-xs-7 { margin: 2.5rem !important; } + .mt-xs-7 { margin-top: 2.5rem !important; } + .mr-xs-7 { margin-right: 2.5rem !important; } + .mb-xs-7 { margin-bottom: 2.5rem !important; } + .ml-xs-7 { margin-left: 2.5rem !important; } + .mx-xs-7 { margin-right: 2.5rem !important; margin-left: 2.5rem !important; } + .my-xs-7 { margin-top: 2.5rem !important; margin-bottom: 2.5rem !important; } + .mxn-xs-7 { margin-right: -2.5rem !important; margin-left: -2.5rem !important; } } +@media (min-width: 20rem) { .m-xs-8 { margin: 3rem !important; } + .mt-xs-8 { margin-top: 3rem !important; } + .mr-xs-8 { margin-right: 3rem !important; } + .mb-xs-8 { margin-bottom: 3rem !important; } + .ml-xs-8 { margin-left: 3rem !important; } + .mx-xs-8 { margin-right: 3rem !important; margin-left: 3rem !important; } + .my-xs-8 { margin-top: 3rem !important; margin-bottom: 3rem !important; } + .mxn-xs-8 { margin-right: -3rem !important; margin-left: -3rem !important; } } +@media (min-width: 20rem) { .m-xs-9 { margin: 3.5rem !important; } + .mt-xs-9 { margin-top: 3.5rem !important; } + .mr-xs-9 { margin-right: 3.5rem !important; } + .mb-xs-9 { margin-bottom: 3.5rem !important; } + .ml-xs-9 { margin-left: 3.5rem !important; } + .mx-xs-9 { margin-right: 3.5rem !important; margin-left: 3.5rem !important; } + .my-xs-9 { margin-top: 3.5rem !important; margin-bottom: 3.5rem !important; } + .mxn-xs-9 { margin-right: -3.5rem !important; margin-left: -3.5rem !important; } } +@media (min-width: 20rem) { .m-xs-10 { margin: 4rem !important; } + .mt-xs-10 { margin-top: 4rem !important; } + .mr-xs-10 { margin-right: 4rem !important; } + .mb-xs-10 { margin-bottom: 4rem !important; } + .ml-xs-10 { margin-left: 4rem !important; } + .mx-xs-10 { margin-right: 4rem !important; margin-left: 4rem !important; } + .my-xs-10 { margin-top: 4rem !important; margin-bottom: 4rem !important; } + .mxn-xs-10 { margin-right: -4rem !important; margin-left: -4rem !important; } } +@media (min-width: 31.25rem) { .m-sm-0 { margin: 0 !important; } + .mt-sm-0 { margin-top: 0 !important; } + .mr-sm-0 { margin-right: 0 !important; } + .mb-sm-0 { margin-bottom: 0 !important; } + .ml-sm-0 { margin-left: 0 !important; } + .mx-sm-0 { margin-right: 0 !important; margin-left: 0 !important; } + .my-sm-0 { margin-top: 0 !important; margin-bottom: 0 !important; } + .mxn-sm-0 { margin-right: -0 !important; margin-left: -0 !important; } } +@media (min-width: 31.25rem) { .m-sm-1 { margin: 0.25rem !important; } + .mt-sm-1 { margin-top: 0.25rem !important; } + .mr-sm-1 { margin-right: 0.25rem !important; } + .mb-sm-1 { margin-bottom: 0.25rem !important; } + .ml-sm-1 { margin-left: 0.25rem !important; } + .mx-sm-1 { margin-right: 0.25rem !important; margin-left: 0.25rem !important; } + .my-sm-1 { margin-top: 0.25rem !important; margin-bottom: 0.25rem !important; } + .mxn-sm-1 { margin-right: -0.25rem !important; margin-left: -0.25rem !important; } } +@media (min-width: 31.25rem) { .m-sm-2 { margin: 0.5rem !important; } + .mt-sm-2 { margin-top: 0.5rem !important; } + .mr-sm-2 { margin-right: 0.5rem !important; } + .mb-sm-2 { margin-bottom: 0.5rem !important; } + .ml-sm-2 { margin-left: 0.5rem !important; } + .mx-sm-2 { margin-right: 0.5rem !important; margin-left: 0.5rem !important; } + .my-sm-2 { margin-top: 0.5rem !important; margin-bottom: 0.5rem !important; } + .mxn-sm-2 { margin-right: -0.5rem !important; margin-left: -0.5rem !important; } } +@media (min-width: 31.25rem) { .m-sm-3 { margin: 0.75rem !important; } + .mt-sm-3 { margin-top: 0.75rem !important; } + .mr-sm-3 { margin-right: 0.75rem !important; } + .mb-sm-3 { margin-bottom: 0.75rem !important; } + .ml-sm-3 { margin-left: 0.75rem !important; } + .mx-sm-3 { margin-right: 0.75rem !important; margin-left: 0.75rem !important; } + .my-sm-3 { margin-top: 0.75rem !important; margin-bottom: 0.75rem !important; } + .mxn-sm-3 { margin-right: -0.75rem !important; margin-left: -0.75rem !important; } } +@media (min-width: 31.25rem) { .m-sm-4 { margin: 1rem !important; } + .mt-sm-4 { margin-top: 1rem !important; } + .mr-sm-4 { margin-right: 1rem !important; } + .mb-sm-4 { margin-bottom: 1rem !important; } + .ml-sm-4 { margin-left: 1rem !important; } + .mx-sm-4 { margin-right: 1rem !important; margin-left: 1rem !important; } + .my-sm-4 { margin-top: 1rem !important; margin-bottom: 1rem !important; } + .mxn-sm-4 { margin-right: -1rem !important; margin-left: -1rem !important; } } +@media (min-width: 31.25rem) { .m-sm-5 { margin: 1.5rem !important; } + .mt-sm-5 { margin-top: 1.5rem !important; } + .mr-sm-5 { margin-right: 1.5rem !important; } + .mb-sm-5 { margin-bottom: 1.5rem !important; } + .ml-sm-5 { margin-left: 1.5rem !important; } + .mx-sm-5 { margin-right: 1.5rem !important; margin-left: 1.5rem !important; } + .my-sm-5 { margin-top: 1.5rem !important; margin-bottom: 1.5rem !important; } + .mxn-sm-5 { margin-right: -1.5rem !important; margin-left: -1.5rem !important; } } +@media (min-width: 31.25rem) { .m-sm-6 { margin: 2rem !important; } + .mt-sm-6 { margin-top: 2rem !important; } + .mr-sm-6 { margin-right: 2rem !important; } + .mb-sm-6 { margin-bottom: 2rem !important; } + .ml-sm-6 { margin-left: 2rem !important; } + .mx-sm-6 { margin-right: 2rem !important; margin-left: 2rem !important; } + .my-sm-6 { margin-top: 2rem !important; margin-bottom: 2rem !important; } + .mxn-sm-6 { margin-right: -2rem !important; margin-left: -2rem !important; } } +@media (min-width: 31.25rem) { .m-sm-7 { margin: 2.5rem !important; } + .mt-sm-7 { margin-top: 2.5rem !important; } + .mr-sm-7 { margin-right: 2.5rem !important; } + .mb-sm-7 { margin-bottom: 2.5rem !important; } + .ml-sm-7 { margin-left: 2.5rem !important; } + .mx-sm-7 { margin-right: 2.5rem !important; margin-left: 2.5rem !important; } + .my-sm-7 { margin-top: 2.5rem !important; margin-bottom: 2.5rem !important; } + .mxn-sm-7 { margin-right: -2.5rem !important; margin-left: -2.5rem !important; } } +@media (min-width: 31.25rem) { .m-sm-8 { margin: 3rem !important; } + .mt-sm-8 { margin-top: 3rem !important; } + .mr-sm-8 { margin-right: 3rem !important; } + .mb-sm-8 { margin-bottom: 3rem !important; } + .ml-sm-8 { margin-left: 3rem !important; } + .mx-sm-8 { margin-right: 3rem !important; margin-left: 3rem !important; } + .my-sm-8 { margin-top: 3rem !important; margin-bottom: 3rem !important; } + .mxn-sm-8 { margin-right: -3rem !important; margin-left: -3rem !important; } } +@media (min-width: 31.25rem) { .m-sm-9 { margin: 3.5rem !important; } + .mt-sm-9 { margin-top: 3.5rem !important; } + .mr-sm-9 { margin-right: 3.5rem !important; } + .mb-sm-9 { margin-bottom: 3.5rem !important; } + .ml-sm-9 { margin-left: 3.5rem !important; } + .mx-sm-9 { margin-right: 3.5rem !important; margin-left: 3.5rem !important; } + .my-sm-9 { margin-top: 3.5rem !important; margin-bottom: 3.5rem !important; } + .mxn-sm-9 { margin-right: -3.5rem !important; margin-left: -3.5rem !important; } } +@media (min-width: 31.25rem) { .m-sm-10 { margin: 4rem !important; } + .mt-sm-10 { margin-top: 4rem !important; } + .mr-sm-10 { margin-right: 4rem !important; } + .mb-sm-10 { margin-bottom: 4rem !important; } + .ml-sm-10 { margin-left: 4rem !important; } + .mx-sm-10 { margin-right: 4rem !important; margin-left: 4rem !important; } + .my-sm-10 { margin-top: 4rem !important; margin-bottom: 4rem !important; } + .mxn-sm-10 { margin-right: -4rem !important; margin-left: -4rem !important; } } +@media (min-width: 50rem) { .m-md-0 { margin: 0 !important; } + .mt-md-0 { margin-top: 0 !important; } + .mr-md-0 { margin-right: 0 !important; } + .mb-md-0 { margin-bottom: 0 !important; } + .ml-md-0 { margin-left: 0 !important; } + .mx-md-0 { margin-right: 0 !important; margin-left: 0 !important; } + .my-md-0 { margin-top: 0 !important; margin-bottom: 0 !important; } + .mxn-md-0 { margin-right: -0 !important; margin-left: -0 !important; } } +@media (min-width: 50rem) { .m-md-1 { margin: 0.25rem !important; } + .mt-md-1 { margin-top: 0.25rem !important; } + .mr-md-1 { margin-right: 0.25rem !important; } + .mb-md-1 { margin-bottom: 0.25rem !important; } + .ml-md-1 { margin-left: 0.25rem !important; } + .mx-md-1 { margin-right: 0.25rem !important; margin-left: 0.25rem !important; } + .my-md-1 { margin-top: 0.25rem !important; margin-bottom: 0.25rem !important; } + .mxn-md-1 { margin-right: -0.25rem !important; margin-left: -0.25rem !important; } } +@media (min-width: 50rem) { .m-md-2 { margin: 0.5rem !important; } + .mt-md-2 { margin-top: 0.5rem !important; } + .mr-md-2 { margin-right: 0.5rem !important; } + .mb-md-2 { margin-bottom: 0.5rem !important; } + .ml-md-2 { margin-left: 0.5rem !important; } + .mx-md-2 { margin-right: 0.5rem !important; margin-left: 0.5rem !important; } + .my-md-2 { margin-top: 0.5rem !important; margin-bottom: 0.5rem !important; } + .mxn-md-2 { margin-right: -0.5rem !important; margin-left: -0.5rem !important; } } +@media (min-width: 50rem) { .m-md-3 { margin: 0.75rem !important; } + .mt-md-3 { margin-top: 0.75rem !important; } + .mr-md-3 { margin-right: 0.75rem !important; } + .mb-md-3 { margin-bottom: 0.75rem !important; } + .ml-md-3 { margin-left: 0.75rem !important; } + .mx-md-3 { margin-right: 0.75rem !important; margin-left: 0.75rem !important; } + .my-md-3 { margin-top: 0.75rem !important; margin-bottom: 0.75rem !important; } + .mxn-md-3 { margin-right: -0.75rem !important; margin-left: -0.75rem !important; } } +@media (min-width: 50rem) { .m-md-4 { margin: 1rem !important; } + .mt-md-4 { margin-top: 1rem !important; } + .mr-md-4 { margin-right: 1rem !important; } + .mb-md-4 { margin-bottom: 1rem !important; } + .ml-md-4 { margin-left: 1rem !important; } + .mx-md-4 { margin-right: 1rem !important; margin-left: 1rem !important; } + .my-md-4 { margin-top: 1rem !important; margin-bottom: 1rem !important; } + .mxn-md-4 { margin-right: -1rem !important; margin-left: -1rem !important; } } +@media (min-width: 50rem) { .m-md-5 { margin: 1.5rem !important; } + .mt-md-5 { margin-top: 1.5rem !important; } + .mr-md-5 { margin-right: 1.5rem !important; } + .mb-md-5 { margin-bottom: 1.5rem !important; } + .ml-md-5 { margin-left: 1.5rem !important; } + .mx-md-5 { margin-right: 1.5rem !important; margin-left: 1.5rem !important; } + .my-md-5 { margin-top: 1.5rem !important; margin-bottom: 1.5rem !important; } + .mxn-md-5 { margin-right: -1.5rem !important; margin-left: -1.5rem !important; } } +@media (min-width: 50rem) { .m-md-6 { margin: 2rem !important; } + .mt-md-6 { margin-top: 2rem !important; } + .mr-md-6 { margin-right: 2rem !important; } + .mb-md-6 { margin-bottom: 2rem !important; } + .ml-md-6 { margin-left: 2rem !important; } + .mx-md-6 { margin-right: 2rem !important; margin-left: 2rem !important; } + .my-md-6 { margin-top: 2rem !important; margin-bottom: 2rem !important; } + .mxn-md-6 { margin-right: -2rem !important; margin-left: -2rem !important; } } +@media (min-width: 50rem) { .m-md-7 { margin: 2.5rem !important; } + .mt-md-7 { margin-top: 2.5rem !important; } + .mr-md-7 { margin-right: 2.5rem !important; } + .mb-md-7 { margin-bottom: 2.5rem !important; } + .ml-md-7 { margin-left: 2.5rem !important; } + .mx-md-7 { margin-right: 2.5rem !important; margin-left: 2.5rem !important; } + .my-md-7 { margin-top: 2.5rem !important; margin-bottom: 2.5rem !important; } + .mxn-md-7 { margin-right: -2.5rem !important; margin-left: -2.5rem !important; } } +@media (min-width: 50rem) { .m-md-8 { margin: 3rem !important; } + .mt-md-8 { margin-top: 3rem !important; } + .mr-md-8 { margin-right: 3rem !important; } + .mb-md-8 { margin-bottom: 3rem !important; } + .ml-md-8 { margin-left: 3rem !important; } + .mx-md-8 { margin-right: 3rem !important; margin-left: 3rem !important; } + .my-md-8 { margin-top: 3rem !important; margin-bottom: 3rem !important; } + .mxn-md-8 { margin-right: -3rem !important; margin-left: -3rem !important; } } +@media (min-width: 50rem) { .m-md-9 { margin: 3.5rem !important; } + .mt-md-9 { margin-top: 3.5rem !important; } + .mr-md-9 { margin-right: 3.5rem !important; } + .mb-md-9 { margin-bottom: 3.5rem !important; } + .ml-md-9 { margin-left: 3.5rem !important; } + .mx-md-9 { margin-right: 3.5rem !important; margin-left: 3.5rem !important; } + .my-md-9 { margin-top: 3.5rem !important; margin-bottom: 3.5rem !important; } + .mxn-md-9 { margin-right: -3.5rem !important; margin-left: -3.5rem !important; } } +@media (min-width: 50rem) { .m-md-10 { margin: 4rem !important; } + .mt-md-10 { margin-top: 4rem !important; } + .mr-md-10 { margin-right: 4rem !important; } + .mb-md-10 { margin-bottom: 4rem !important; } + .ml-md-10 { margin-left: 4rem !important; } + .mx-md-10 { margin-right: 4rem !important; margin-left: 4rem !important; } + .my-md-10 { margin-top: 4rem !important; margin-bottom: 4rem !important; } + .mxn-md-10 { margin-right: -4rem !important; margin-left: -4rem !important; } } +@media (min-width: 66.5rem) { .m-lg-0 { margin: 0 !important; } + .mt-lg-0 { margin-top: 0 !important; } + .mr-lg-0 { margin-right: 0 !important; } + .mb-lg-0 { margin-bottom: 0 !important; } + .ml-lg-0 { margin-left: 0 !important; } + .mx-lg-0 { margin-right: 0 !important; margin-left: 0 !important; } + .my-lg-0 { margin-top: 0 !important; margin-bottom: 0 !important; } + .mxn-lg-0 { margin-right: -0 !important; margin-left: -0 !important; } } +@media (min-width: 66.5rem) { .m-lg-1 { margin: 0.25rem !important; } + .mt-lg-1 { margin-top: 0.25rem !important; } + .mr-lg-1 { margin-right: 0.25rem !important; } + .mb-lg-1 { margin-bottom: 0.25rem !important; } + .ml-lg-1 { margin-left: 0.25rem !important; } + .mx-lg-1 { margin-right: 0.25rem !important; margin-left: 0.25rem !important; } + .my-lg-1 { margin-top: 0.25rem !important; margin-bottom: 0.25rem !important; } + .mxn-lg-1 { margin-right: -0.25rem !important; margin-left: -0.25rem !important; } } +@media (min-width: 66.5rem) { .m-lg-2 { margin: 0.5rem !important; } + .mt-lg-2 { margin-top: 0.5rem !important; } + .mr-lg-2 { margin-right: 0.5rem !important; } + .mb-lg-2 { margin-bottom: 0.5rem !important; } + .ml-lg-2 { margin-left: 0.5rem !important; } + .mx-lg-2 { margin-right: 0.5rem !important; margin-left: 0.5rem !important; } + .my-lg-2 { margin-top: 0.5rem !important; margin-bottom: 0.5rem !important; } + .mxn-lg-2 { margin-right: -0.5rem !important; margin-left: -0.5rem !important; } } +@media (min-width: 66.5rem) { .m-lg-3 { margin: 0.75rem !important; } + .mt-lg-3 { margin-top: 0.75rem !important; } + .mr-lg-3 { margin-right: 0.75rem !important; } + .mb-lg-3 { margin-bottom: 0.75rem !important; } + .ml-lg-3 { margin-left: 0.75rem !important; } + .mx-lg-3 { margin-right: 0.75rem !important; margin-left: 0.75rem !important; } + .my-lg-3 { margin-top: 0.75rem !important; margin-bottom: 0.75rem !important; } + .mxn-lg-3 { margin-right: -0.75rem !important; margin-left: -0.75rem !important; } } +@media (min-width: 66.5rem) { .m-lg-4 { margin: 1rem !important; } + .mt-lg-4 { margin-top: 1rem !important; } + .mr-lg-4 { margin-right: 1rem !important; } + .mb-lg-4 { margin-bottom: 1rem !important; } + .ml-lg-4 { margin-left: 1rem !important; } + .mx-lg-4 { margin-right: 1rem !important; margin-left: 1rem !important; } + .my-lg-4 { margin-top: 1rem !important; margin-bottom: 1rem !important; } + .mxn-lg-4 { margin-right: -1rem !important; margin-left: -1rem !important; } } +@media (min-width: 66.5rem) { .m-lg-5 { margin: 1.5rem !important; } + .mt-lg-5 { margin-top: 1.5rem !important; } + .mr-lg-5 { margin-right: 1.5rem !important; } + .mb-lg-5 { margin-bottom: 1.5rem !important; } + .ml-lg-5 { margin-left: 1.5rem !important; } + .mx-lg-5 { margin-right: 1.5rem !important; margin-left: 1.5rem !important; } + .my-lg-5 { margin-top: 1.5rem !important; margin-bottom: 1.5rem !important; } + .mxn-lg-5 { margin-right: -1.5rem !important; margin-left: -1.5rem !important; } } +@media (min-width: 66.5rem) { .m-lg-6 { margin: 2rem !important; } + .mt-lg-6 { margin-top: 2rem !important; } + .mr-lg-6 { margin-right: 2rem !important; } + .mb-lg-6 { margin-bottom: 2rem !important; } + .ml-lg-6 { margin-left: 2rem !important; } + .mx-lg-6 { margin-right: 2rem !important; margin-left: 2rem !important; } + .my-lg-6 { margin-top: 2rem !important; margin-bottom: 2rem !important; } + .mxn-lg-6 { margin-right: -2rem !important; margin-left: -2rem !important; } } +@media (min-width: 66.5rem) { .m-lg-7 { margin: 2.5rem !important; } + .mt-lg-7 { margin-top: 2.5rem !important; } + .mr-lg-7 { margin-right: 2.5rem !important; } + .mb-lg-7 { margin-bottom: 2.5rem !important; } + .ml-lg-7 { margin-left: 2.5rem !important; } + .mx-lg-7 { margin-right: 2.5rem !important; margin-left: 2.5rem !important; } + .my-lg-7 { margin-top: 2.5rem !important; margin-bottom: 2.5rem !important; } + .mxn-lg-7 { margin-right: -2.5rem !important; margin-left: -2.5rem !important; } } +@media (min-width: 66.5rem) { .m-lg-8 { margin: 3rem !important; } + .mt-lg-8 { margin-top: 3rem !important; } + .mr-lg-8 { margin-right: 3rem !important; } + .mb-lg-8 { margin-bottom: 3rem !important; } + .ml-lg-8 { margin-left: 3rem !important; } + .mx-lg-8 { margin-right: 3rem !important; margin-left: 3rem !important; } + .my-lg-8 { margin-top: 3rem !important; margin-bottom: 3rem !important; } + .mxn-lg-8 { margin-right: -3rem !important; margin-left: -3rem !important; } } +@media (min-width: 66.5rem) { .m-lg-9 { margin: 3.5rem !important; } + .mt-lg-9 { margin-top: 3.5rem !important; } + .mr-lg-9 { margin-right: 3.5rem !important; } + .mb-lg-9 { margin-bottom: 3.5rem !important; } + .ml-lg-9 { margin-left: 3.5rem !important; } + .mx-lg-9 { margin-right: 3.5rem !important; margin-left: 3.5rem !important; } + .my-lg-9 { margin-top: 3.5rem !important; margin-bottom: 3.5rem !important; } + .mxn-lg-9 { margin-right: -3.5rem !important; margin-left: -3.5rem !important; } } +@media (min-width: 66.5rem) { .m-lg-10 { margin: 4rem !important; } + .mt-lg-10 { margin-top: 4rem !important; } + .mr-lg-10 { margin-right: 4rem !important; } + .mb-lg-10 { margin-bottom: 4rem !important; } + .ml-lg-10 { margin-left: 4rem !important; } + .mx-lg-10 { margin-right: 4rem !important; margin-left: 4rem !important; } + .my-lg-10 { margin-top: 4rem !important; margin-bottom: 4rem !important; } + .mxn-lg-10 { margin-right: -4rem !important; margin-left: -4rem !important; } } +@media (min-width: 87.5rem) { .m-xl-0 { margin: 0 !important; } + .mt-xl-0 { margin-top: 0 !important; } + .mr-xl-0 { margin-right: 0 !important; } + .mb-xl-0 { margin-bottom: 0 !important; } + .ml-xl-0 { margin-left: 0 !important; } + .mx-xl-0 { margin-right: 0 !important; margin-left: 0 !important; } + .my-xl-0 { margin-top: 0 !important; margin-bottom: 0 !important; } + .mxn-xl-0 { margin-right: -0 !important; margin-left: -0 !important; } } +@media (min-width: 87.5rem) { .m-xl-1 { margin: 0.25rem !important; } + .mt-xl-1 { margin-top: 0.25rem !important; } + .mr-xl-1 { margin-right: 0.25rem !important; } + .mb-xl-1 { margin-bottom: 0.25rem !important; } + .ml-xl-1 { margin-left: 0.25rem !important; } + .mx-xl-1 { margin-right: 0.25rem !important; margin-left: 0.25rem !important; } + .my-xl-1 { margin-top: 0.25rem !important; margin-bottom: 0.25rem !important; } + .mxn-xl-1 { margin-right: -0.25rem !important; margin-left: -0.25rem !important; } } +@media (min-width: 87.5rem) { .m-xl-2 { margin: 0.5rem !important; } + .mt-xl-2 { margin-top: 0.5rem !important; } + .mr-xl-2 { margin-right: 0.5rem !important; } + .mb-xl-2 { margin-bottom: 0.5rem !important; } + .ml-xl-2 { margin-left: 0.5rem !important; } + .mx-xl-2 { margin-right: 0.5rem !important; margin-left: 0.5rem !important; } + .my-xl-2 { margin-top: 0.5rem !important; margin-bottom: 0.5rem !important; } + .mxn-xl-2 { margin-right: -0.5rem !important; margin-left: -0.5rem !important; } } +@media (min-width: 87.5rem) { .m-xl-3 { margin: 0.75rem !important; } + .mt-xl-3 { margin-top: 0.75rem !important; } + .mr-xl-3 { margin-right: 0.75rem !important; } + .mb-xl-3 { margin-bottom: 0.75rem !important; } + .ml-xl-3 { margin-left: 0.75rem !important; } + .mx-xl-3 { margin-right: 0.75rem !important; margin-left: 0.75rem !important; } + .my-xl-3 { margin-top: 0.75rem !important; margin-bottom: 0.75rem !important; } + .mxn-xl-3 { margin-right: -0.75rem !important; margin-left: -0.75rem !important; } } +@media (min-width: 87.5rem) { .m-xl-4 { margin: 1rem !important; } + .mt-xl-4 { margin-top: 1rem !important; } + .mr-xl-4 { margin-right: 1rem !important; } + .mb-xl-4 { margin-bottom: 1rem !important; } + .ml-xl-4 { margin-left: 1rem !important; } + .mx-xl-4 { margin-right: 1rem !important; margin-left: 1rem !important; } + .my-xl-4 { margin-top: 1rem !important; margin-bottom: 1rem !important; } + .mxn-xl-4 { margin-right: -1rem !important; margin-left: -1rem !important; } } +@media (min-width: 87.5rem) { .m-xl-5 { margin: 1.5rem !important; } + .mt-xl-5 { margin-top: 1.5rem !important; } + .mr-xl-5 { margin-right: 1.5rem !important; } + .mb-xl-5 { margin-bottom: 1.5rem !important; } + .ml-xl-5 { margin-left: 1.5rem !important; } + .mx-xl-5 { margin-right: 1.5rem !important; margin-left: 1.5rem !important; } + .my-xl-5 { margin-top: 1.5rem !important; margin-bottom: 1.5rem !important; } + .mxn-xl-5 { margin-right: -1.5rem !important; margin-left: -1.5rem !important; } } +@media (min-width: 87.5rem) { .m-xl-6 { margin: 2rem !important; } + .mt-xl-6 { margin-top: 2rem !important; } + .mr-xl-6 { margin-right: 2rem !important; } + .mb-xl-6 { margin-bottom: 2rem !important; } + .ml-xl-6 { margin-left: 2rem !important; } + .mx-xl-6 { margin-right: 2rem !important; margin-left: 2rem !important; } + .my-xl-6 { margin-top: 2rem !important; margin-bottom: 2rem !important; } + .mxn-xl-6 { margin-right: -2rem !important; margin-left: -2rem !important; } } +@media (min-width: 87.5rem) { .m-xl-7 { margin: 2.5rem !important; } + .mt-xl-7 { margin-top: 2.5rem !important; } + .mr-xl-7 { margin-right: 2.5rem !important; } + .mb-xl-7 { margin-bottom: 2.5rem !important; } + .ml-xl-7 { margin-left: 2.5rem !important; } + .mx-xl-7 { margin-right: 2.5rem !important; margin-left: 2.5rem !important; } + .my-xl-7 { margin-top: 2.5rem !important; margin-bottom: 2.5rem !important; } + .mxn-xl-7 { margin-right: -2.5rem !important; margin-left: -2.5rem !important; } } +@media (min-width: 87.5rem) { .m-xl-8 { margin: 3rem !important; } + .mt-xl-8 { margin-top: 3rem !important; } + .mr-xl-8 { margin-right: 3rem !important; } + .mb-xl-8 { margin-bottom: 3rem !important; } + .ml-xl-8 { margin-left: 3rem !important; } + .mx-xl-8 { margin-right: 3rem !important; margin-left: 3rem !important; } + .my-xl-8 { margin-top: 3rem !important; margin-bottom: 3rem !important; } + .mxn-xl-8 { margin-right: -3rem !important; margin-left: -3rem !important; } } +@media (min-width: 87.5rem) { .m-xl-9 { margin: 3.5rem !important; } + .mt-xl-9 { margin-top: 3.5rem !important; } + .mr-xl-9 { margin-right: 3.5rem !important; } + .mb-xl-9 { margin-bottom: 3.5rem !important; } + .ml-xl-9 { margin-left: 3.5rem !important; } + .mx-xl-9 { margin-right: 3.5rem !important; margin-left: 3.5rem !important; } + .my-xl-9 { margin-top: 3.5rem !important; margin-bottom: 3.5rem !important; } + .mxn-xl-9 { margin-right: -3.5rem !important; margin-left: -3.5rem !important; } } +@media (min-width: 87.5rem) { .m-xl-10 { margin: 4rem !important; } + .mt-xl-10 { margin-top: 4rem !important; } + .mr-xl-10 { margin-right: 4rem !important; } + .mb-xl-10 { margin-bottom: 4rem !important; } + .ml-xl-10 { margin-left: 4rem !important; } + .mx-xl-10 { margin-right: 4rem !important; margin-left: 4rem !important; } + .my-xl-10 { margin-top: 4rem !important; margin-bottom: 4rem !important; } + .mxn-xl-10 { margin-right: -4rem !important; margin-left: -4rem !important; } } +.p-0 { padding: 0 !important; } + +.pt-0 { padding-top: 0 !important; } + +.pr-0 { padding-right: 0 !important; } + +.pb-0 { padding-bottom: 0 !important; } + +.pl-0 { padding-left: 0 !important; } + +.px-0 { padding-right: 0 !important; padding-left: 0 !important; } + +.py-0 { padding-top: 0 !important; padding-bottom: 0 !important; } + +.p-1 { padding: 0.25rem !important; } + +.pt-1 { padding-top: 0.25rem !important; } + +.pr-1 { padding-right: 0.25rem !important; } + +.pb-1 { padding-bottom: 0.25rem !important; } + +.pl-1 { padding-left: 0.25rem !important; } + +.px-1 { padding-right: 0.25rem !important; padding-left: 0.25rem !important; } + +.py-1 { padding-top: 0.25rem !important; padding-bottom: 0.25rem !important; } + +.p-2 { padding: 0.5rem !important; } + +.pt-2 { padding-top: 0.5rem !important; } + +.pr-2 { padding-right: 0.5rem !important; } + +.pb-2 { padding-bottom: 0.5rem !important; } + +.pl-2 { padding-left: 0.5rem !important; } + +.px-2 { padding-right: 0.5rem !important; padding-left: 0.5rem !important; } + +.py-2 { padding-top: 0.5rem !important; padding-bottom: 0.5rem !important; } + +.p-3 { padding: 0.75rem !important; } + +.pt-3 { padding-top: 0.75rem !important; } + +.pr-3 { padding-right: 0.75rem !important; } + +.pb-3 { padding-bottom: 0.75rem !important; } + +.pl-3 { padding-left: 0.75rem !important; } + +.px-3 { padding-right: 0.75rem !important; padding-left: 0.75rem !important; } + +.py-3 { padding-top: 0.75rem !important; padding-bottom: 0.75rem !important; } + +.p-4 { padding: 1rem !important; } + +.pt-4 { padding-top: 1rem !important; } + +.pr-4 { padding-right: 1rem !important; } + +.pb-4 { padding-bottom: 1rem !important; } + +.pl-4 { padding-left: 1rem !important; } + +.px-4 { padding-right: 1rem !important; padding-left: 1rem !important; } + +.py-4 { padding-top: 1rem !important; padding-bottom: 1rem !important; } + +.p-5 { padding: 1.5rem !important; } + +.pt-5 { padding-top: 1.5rem !important; } + +.pr-5 { padding-right: 1.5rem !important; } + +.pb-5 { padding-bottom: 1.5rem !important; } + +.pl-5 { padding-left: 1.5rem !important; } + +.px-5 { padding-right: 1.5rem !important; padding-left: 1.5rem !important; } + +.py-5 { padding-top: 1.5rem !important; padding-bottom: 1.5rem !important; } + +.p-6 { padding: 2rem !important; } + +.pt-6 { padding-top: 2rem !important; } + +.pr-6 { padding-right: 2rem !important; } + +.pb-6 { padding-bottom: 2rem !important; } + +.pl-6 { padding-left: 2rem !important; } + +.px-6 { padding-right: 2rem !important; padding-left: 2rem !important; } + +.py-6 { padding-top: 2rem !important; padding-bottom: 2rem !important; } + +.p-7 { padding: 2.5rem !important; } + +.pt-7 { padding-top: 2.5rem !important; } + +.pr-7 { padding-right: 2.5rem !important; } + +.pb-7 { padding-bottom: 2.5rem !important; } + +.pl-7 { padding-left: 2.5rem !important; } + +.px-7 { padding-right: 2.5rem !important; padding-left: 2.5rem !important; } + +.py-7 { padding-top: 2.5rem !important; padding-bottom: 2.5rem !important; } + +.p-8 { padding: 3rem !important; } + +.pt-8 { padding-top: 3rem !important; } + +.pr-8 { padding-right: 3rem !important; } + +.pb-8 { padding-bottom: 3rem !important; } + +.pl-8 { padding-left: 3rem !important; } + +.px-8 { padding-right: 3rem !important; padding-left: 3rem !important; } + +.py-8 { padding-top: 3rem !important; padding-bottom: 3rem !important; } + +.p-9 { padding: 3.5rem !important; } + +.pt-9 { padding-top: 3.5rem !important; } + +.pr-9 { padding-right: 3.5rem !important; } + +.pb-9 { padding-bottom: 3.5rem !important; } + +.pl-9 { padding-left: 3.5rem !important; } + +.px-9 { padding-right: 3.5rem !important; padding-left: 3.5rem !important; } + +.py-9 { padding-top: 3.5rem !important; padding-bottom: 3.5rem !important; } + +.p-10 { padding: 4rem !important; } + +.pt-10 { padding-top: 4rem !important; } + +.pr-10 { padding-right: 4rem !important; } + +.pb-10 { padding-bottom: 4rem !important; } + +.pl-10 { padding-left: 4rem !important; } + +.px-10 { padding-right: 4rem !important; padding-left: 4rem !important; } + +.py-10 { padding-top: 4rem !important; padding-bottom: 4rem !important; } + +@media (min-width: 20rem) { .p-xs-0 { padding: 0 !important; } + .pt-xs-0 { padding-top: 0 !important; } + .pr-xs-0 { padding-right: 0 !important; } + .pb-xs-0 { padding-bottom: 0 !important; } + .pl-xs-0 { padding-left: 0 !important; } + .px-xs-0 { padding-right: 0 !important; padding-left: 0 !important; } + .py-xs-0 { padding-top: 0 !important; padding-bottom: 0 !important; } + .p-xs-1 { padding: 0.25rem !important; } + .pt-xs-1 { padding-top: 0.25rem !important; } + .pr-xs-1 { padding-right: 0.25rem !important; } + .pb-xs-1 { padding-bottom: 0.25rem !important; } + .pl-xs-1 { padding-left: 0.25rem !important; } + .px-xs-1 { padding-right: 0.25rem !important; padding-left: 0.25rem !important; } + .py-xs-1 { padding-top: 0.25rem !important; padding-bottom: 0.25rem !important; } + .p-xs-2 { padding: 0.5rem !important; } + .pt-xs-2 { padding-top: 0.5rem !important; } + .pr-xs-2 { padding-right: 0.5rem !important; } + .pb-xs-2 { padding-bottom: 0.5rem !important; } + .pl-xs-2 { padding-left: 0.5rem !important; } + .px-xs-2 { padding-right: 0.5rem !important; padding-left: 0.5rem !important; } + .py-xs-2 { padding-top: 0.5rem !important; padding-bottom: 0.5rem !important; } + .p-xs-3 { padding: 0.75rem !important; } + .pt-xs-3 { padding-top: 0.75rem !important; } + .pr-xs-3 { padding-right: 0.75rem !important; } + .pb-xs-3 { padding-bottom: 0.75rem !important; } + .pl-xs-3 { padding-left: 0.75rem !important; } + .px-xs-3 { padding-right: 0.75rem !important; padding-left: 0.75rem !important; } + .py-xs-3 { padding-top: 0.75rem !important; padding-bottom: 0.75rem !important; } + .p-xs-4 { padding: 1rem !important; } + .pt-xs-4 { padding-top: 1rem !important; } + .pr-xs-4 { padding-right: 1rem !important; } + .pb-xs-4 { padding-bottom: 1rem !important; } + .pl-xs-4 { padding-left: 1rem !important; } + .px-xs-4 { padding-right: 1rem !important; padding-left: 1rem !important; } + .py-xs-4 { padding-top: 1rem !important; padding-bottom: 1rem !important; } + .p-xs-5 { padding: 1.5rem !important; } + .pt-xs-5 { padding-top: 1.5rem !important; } + .pr-xs-5 { padding-right: 1.5rem !important; } + .pb-xs-5 { padding-bottom: 1.5rem !important; } + .pl-xs-5 { padding-left: 1.5rem !important; } + .px-xs-5 { padding-right: 1.5rem !important; padding-left: 1.5rem !important; } + .py-xs-5 { padding-top: 1.5rem !important; padding-bottom: 1.5rem !important; } + .p-xs-6 { padding: 2rem !important; } + .pt-xs-6 { padding-top: 2rem !important; } + .pr-xs-6 { padding-right: 2rem !important; } + .pb-xs-6 { padding-bottom: 2rem !important; } + .pl-xs-6 { padding-left: 2rem !important; } + .px-xs-6 { padding-right: 2rem !important; padding-left: 2rem !important; } + .py-xs-6 { padding-top: 2rem !important; padding-bottom: 2rem !important; } + .p-xs-7 { padding: 2.5rem !important; } + .pt-xs-7 { padding-top: 2.5rem !important; } + .pr-xs-7 { padding-right: 2.5rem !important; } + .pb-xs-7 { padding-bottom: 2.5rem !important; } + .pl-xs-7 { padding-left: 2.5rem !important; } + .px-xs-7 { padding-right: 2.5rem !important; padding-left: 2.5rem !important; } + .py-xs-7 { padding-top: 2.5rem !important; padding-bottom: 2.5rem !important; } + .p-xs-8 { padding: 3rem !important; } + .pt-xs-8 { padding-top: 3rem !important; } + .pr-xs-8 { padding-right: 3rem !important; } + .pb-xs-8 { padding-bottom: 3rem !important; } + .pl-xs-8 { padding-left: 3rem !important; } + .px-xs-8 { padding-right: 3rem !important; padding-left: 3rem !important; } + .py-xs-8 { padding-top: 3rem !important; padding-bottom: 3rem !important; } + .p-xs-9 { padding: 3.5rem !important; } + .pt-xs-9 { padding-top: 3.5rem !important; } + .pr-xs-9 { padding-right: 3.5rem !important; } + .pb-xs-9 { padding-bottom: 3.5rem !important; } + .pl-xs-9 { padding-left: 3.5rem !important; } + .px-xs-9 { padding-right: 3.5rem !important; padding-left: 3.5rem !important; } + .py-xs-9 { padding-top: 3.5rem !important; padding-bottom: 3.5rem !important; } + .p-xs-10 { padding: 4rem !important; } + .pt-xs-10 { padding-top: 4rem !important; } + .pr-xs-10 { padding-right: 4rem !important; } + .pb-xs-10 { padding-bottom: 4rem !important; } + .pl-xs-10 { padding-left: 4rem !important; } + .px-xs-10 { padding-right: 4rem !important; padding-left: 4rem !important; } + .py-xs-10 { padding-top: 4rem !important; padding-bottom: 4rem !important; } } +@media (min-width: 31.25rem) { .p-sm-0 { padding: 0 !important; } + .pt-sm-0 { padding-top: 0 !important; } + .pr-sm-0 { padding-right: 0 !important; } + .pb-sm-0 { padding-bottom: 0 !important; } + .pl-sm-0 { padding-left: 0 !important; } + .px-sm-0 { padding-right: 0 !important; padding-left: 0 !important; } + .py-sm-0 { padding-top: 0 !important; padding-bottom: 0 !important; } + .p-sm-1 { padding: 0.25rem !important; } + .pt-sm-1 { padding-top: 0.25rem !important; } + .pr-sm-1 { padding-right: 0.25rem !important; } + .pb-sm-1 { padding-bottom: 0.25rem !important; } + .pl-sm-1 { padding-left: 0.25rem !important; } + .px-sm-1 { padding-right: 0.25rem !important; padding-left: 0.25rem !important; } + .py-sm-1 { padding-top: 0.25rem !important; padding-bottom: 0.25rem !important; } + .p-sm-2 { padding: 0.5rem !important; } + .pt-sm-2 { padding-top: 0.5rem !important; } + .pr-sm-2 { padding-right: 0.5rem !important; } + .pb-sm-2 { padding-bottom: 0.5rem !important; } + .pl-sm-2 { padding-left: 0.5rem !important; } + .px-sm-2 { padding-right: 0.5rem !important; padding-left: 0.5rem !important; } + .py-sm-2 { padding-top: 0.5rem !important; padding-bottom: 0.5rem !important; } + .p-sm-3 { padding: 0.75rem !important; } + .pt-sm-3 { padding-top: 0.75rem !important; } + .pr-sm-3 { padding-right: 0.75rem !important; } + .pb-sm-3 { padding-bottom: 0.75rem !important; } + .pl-sm-3 { padding-left: 0.75rem !important; } + .px-sm-3 { padding-right: 0.75rem !important; padding-left: 0.75rem !important; } + .py-sm-3 { padding-top: 0.75rem !important; padding-bottom: 0.75rem !important; } + .p-sm-4 { padding: 1rem !important; } + .pt-sm-4 { padding-top: 1rem !important; } + .pr-sm-4 { padding-right: 1rem !important; } + .pb-sm-4 { padding-bottom: 1rem !important; } + .pl-sm-4 { padding-left: 1rem !important; } + .px-sm-4 { padding-right: 1rem !important; padding-left: 1rem !important; } + .py-sm-4 { padding-top: 1rem !important; padding-bottom: 1rem !important; } + .p-sm-5 { padding: 1.5rem !important; } + .pt-sm-5 { padding-top: 1.5rem !important; } + .pr-sm-5 { padding-right: 1.5rem !important; } + .pb-sm-5 { padding-bottom: 1.5rem !important; } + .pl-sm-5 { padding-left: 1.5rem !important; } + .px-sm-5 { padding-right: 1.5rem !important; padding-left: 1.5rem !important; } + .py-sm-5 { padding-top: 1.5rem !important; padding-bottom: 1.5rem !important; } + .p-sm-6 { padding: 2rem !important; } + .pt-sm-6 { padding-top: 2rem !important; } + .pr-sm-6 { padding-right: 2rem !important; } + .pb-sm-6 { padding-bottom: 2rem !important; } + .pl-sm-6 { padding-left: 2rem !important; } + .px-sm-6 { padding-right: 2rem !important; padding-left: 2rem !important; } + .py-sm-6 { padding-top: 2rem !important; padding-bottom: 2rem !important; } + .p-sm-7 { padding: 2.5rem !important; } + .pt-sm-7 { padding-top: 2.5rem !important; } + .pr-sm-7 { padding-right: 2.5rem !important; } + .pb-sm-7 { padding-bottom: 2.5rem !important; } + .pl-sm-7 { padding-left: 2.5rem !important; } + .px-sm-7 { padding-right: 2.5rem !important; padding-left: 2.5rem !important; } + .py-sm-7 { padding-top: 2.5rem !important; padding-bottom: 2.5rem !important; } + .p-sm-8 { padding: 3rem !important; } + .pt-sm-8 { padding-top: 3rem !important; } + .pr-sm-8 { padding-right: 3rem !important; } + .pb-sm-8 { padding-bottom: 3rem !important; } + .pl-sm-8 { padding-left: 3rem !important; } + .px-sm-8 { padding-right: 3rem !important; padding-left: 3rem !important; } + .py-sm-8 { padding-top: 3rem !important; padding-bottom: 3rem !important; } + .p-sm-9 { padding: 3.5rem !important; } + .pt-sm-9 { padding-top: 3.5rem !important; } + .pr-sm-9 { padding-right: 3.5rem !important; } + .pb-sm-9 { padding-bottom: 3.5rem !important; } + .pl-sm-9 { padding-left: 3.5rem !important; } + .px-sm-9 { padding-right: 3.5rem !important; padding-left: 3.5rem !important; } + .py-sm-9 { padding-top: 3.5rem !important; padding-bottom: 3.5rem !important; } + .p-sm-10 { padding: 4rem !important; } + .pt-sm-10 { padding-top: 4rem !important; } + .pr-sm-10 { padding-right: 4rem !important; } + .pb-sm-10 { padding-bottom: 4rem !important; } + .pl-sm-10 { padding-left: 4rem !important; } + .px-sm-10 { padding-right: 4rem !important; padding-left: 4rem !important; } + .py-sm-10 { padding-top: 4rem !important; padding-bottom: 4rem !important; } } +@media (min-width: 50rem) { .p-md-0 { padding: 0 !important; } + .pt-md-0 { padding-top: 0 !important; } + .pr-md-0 { padding-right: 0 !important; } + .pb-md-0 { padding-bottom: 0 !important; } + .pl-md-0 { padding-left: 0 !important; } + .px-md-0 { padding-right: 0 !important; padding-left: 0 !important; } + .py-md-0 { padding-top: 0 !important; padding-bottom: 0 !important; } + .p-md-1 { padding: 0.25rem !important; } + .pt-md-1 { padding-top: 0.25rem !important; } + .pr-md-1 { padding-right: 0.25rem !important; } + .pb-md-1 { padding-bottom: 0.25rem !important; } + .pl-md-1 { padding-left: 0.25rem !important; } + .px-md-1 { padding-right: 0.25rem !important; padding-left: 0.25rem !important; } + .py-md-1 { padding-top: 0.25rem !important; padding-bottom: 0.25rem !important; } + .p-md-2 { padding: 0.5rem !important; } + .pt-md-2 { padding-top: 0.5rem !important; } + .pr-md-2 { padding-right: 0.5rem !important; } + .pb-md-2 { padding-bottom: 0.5rem !important; } + .pl-md-2 { padding-left: 0.5rem !important; } + .px-md-2 { padding-right: 0.5rem !important; padding-left: 0.5rem !important; } + .py-md-2 { padding-top: 0.5rem !important; padding-bottom: 0.5rem !important; } + .p-md-3 { padding: 0.75rem !important; } + .pt-md-3 { padding-top: 0.75rem !important; } + .pr-md-3 { padding-right: 0.75rem !important; } + .pb-md-3 { padding-bottom: 0.75rem !important; } + .pl-md-3 { padding-left: 0.75rem !important; } + .px-md-3 { padding-right: 0.75rem !important; padding-left: 0.75rem !important; } + .py-md-3 { padding-top: 0.75rem !important; padding-bottom: 0.75rem !important; } + .p-md-4 { padding: 1rem !important; } + .pt-md-4 { padding-top: 1rem !important; } + .pr-md-4 { padding-right: 1rem !important; } + .pb-md-4 { padding-bottom: 1rem !important; } + .pl-md-4 { padding-left: 1rem !important; } + .px-md-4 { padding-right: 1rem !important; padding-left: 1rem !important; } + .py-md-4 { padding-top: 1rem !important; padding-bottom: 1rem !important; } + .p-md-5 { padding: 1.5rem !important; } + .pt-md-5 { padding-top: 1.5rem !important; } + .pr-md-5 { padding-right: 1.5rem !important; } + .pb-md-5 { padding-bottom: 1.5rem !important; } + .pl-md-5 { padding-left: 1.5rem !important; } + .px-md-5 { padding-right: 1.5rem !important; padding-left: 1.5rem !important; } + .py-md-5 { padding-top: 1.5rem !important; padding-bottom: 1.5rem !important; } + .p-md-6 { padding: 2rem !important; } + .pt-md-6 { padding-top: 2rem !important; } + .pr-md-6 { padding-right: 2rem !important; } + .pb-md-6 { padding-bottom: 2rem !important; } + .pl-md-6 { padding-left: 2rem !important; } + .px-md-6 { padding-right: 2rem !important; padding-left: 2rem !important; } + .py-md-6 { padding-top: 2rem !important; padding-bottom: 2rem !important; } + .p-md-7 { padding: 2.5rem !important; } + .pt-md-7 { padding-top: 2.5rem !important; } + .pr-md-7 { padding-right: 2.5rem !important; } + .pb-md-7 { padding-bottom: 2.5rem !important; } + .pl-md-7 { padding-left: 2.5rem !important; } + .px-md-7 { padding-right: 2.5rem !important; padding-left: 2.5rem !important; } + .py-md-7 { padding-top: 2.5rem !important; padding-bottom: 2.5rem !important; } + .p-md-8 { padding: 3rem !important; } + .pt-md-8 { padding-top: 3rem !important; } + .pr-md-8 { padding-right: 3rem !important; } + .pb-md-8 { padding-bottom: 3rem !important; } + .pl-md-8 { padding-left: 3rem !important; } + .px-md-8 { padding-right: 3rem !important; padding-left: 3rem !important; } + .py-md-8 { padding-top: 3rem !important; padding-bottom: 3rem !important; } + .p-md-9 { padding: 3.5rem !important; } + .pt-md-9 { padding-top: 3.5rem !important; } + .pr-md-9 { padding-right: 3.5rem !important; } + .pb-md-9 { padding-bottom: 3.5rem !important; } + .pl-md-9 { padding-left: 3.5rem !important; } + .px-md-9 { padding-right: 3.5rem !important; padding-left: 3.5rem !important; } + .py-md-9 { padding-top: 3.5rem !important; padding-bottom: 3.5rem !important; } + .p-md-10 { padding: 4rem !important; } + .pt-md-10 { padding-top: 4rem !important; } + .pr-md-10 { padding-right: 4rem !important; } + .pb-md-10 { padding-bottom: 4rem !important; } + .pl-md-10 { padding-left: 4rem !important; } + .px-md-10 { padding-right: 4rem !important; padding-left: 4rem !important; } + .py-md-10 { padding-top: 4rem !important; padding-bottom: 4rem !important; } } +@media (min-width: 66.5rem) { .p-lg-0 { padding: 0 !important; } + .pt-lg-0 { padding-top: 0 !important; } + .pr-lg-0 { padding-right: 0 !important; } + .pb-lg-0 { padding-bottom: 0 !important; } + .pl-lg-0 { padding-left: 0 !important; } + .px-lg-0 { padding-right: 0 !important; padding-left: 0 !important; } + .py-lg-0 { padding-top: 0 !important; padding-bottom: 0 !important; } + .p-lg-1 { padding: 0.25rem !important; } + .pt-lg-1 { padding-top: 0.25rem !important; } + .pr-lg-1 { padding-right: 0.25rem !important; } + .pb-lg-1 { padding-bottom: 0.25rem !important; } + .pl-lg-1 { padding-left: 0.25rem !important; } + .px-lg-1 { padding-right: 0.25rem !important; padding-left: 0.25rem !important; } + .py-lg-1 { padding-top: 0.25rem !important; padding-bottom: 0.25rem !important; } + .p-lg-2 { padding: 0.5rem !important; } + .pt-lg-2 { padding-top: 0.5rem !important; } + .pr-lg-2 { padding-right: 0.5rem !important; } + .pb-lg-2 { padding-bottom: 0.5rem !important; } + .pl-lg-2 { padding-left: 0.5rem !important; } + .px-lg-2 { padding-right: 0.5rem !important; padding-left: 0.5rem !important; } + .py-lg-2 { padding-top: 0.5rem !important; padding-bottom: 0.5rem !important; } + .p-lg-3 { padding: 0.75rem !important; } + .pt-lg-3 { padding-top: 0.75rem !important; } + .pr-lg-3 { padding-right: 0.75rem !important; } + .pb-lg-3 { padding-bottom: 0.75rem !important; } + .pl-lg-3 { padding-left: 0.75rem !important; } + .px-lg-3 { padding-right: 0.75rem !important; padding-left: 0.75rem !important; } + .py-lg-3 { padding-top: 0.75rem !important; padding-bottom: 0.75rem !important; } + .p-lg-4 { padding: 1rem !important; } + .pt-lg-4 { padding-top: 1rem !important; } + .pr-lg-4 { padding-right: 1rem !important; } + .pb-lg-4 { padding-bottom: 1rem !important; } + .pl-lg-4 { padding-left: 1rem !important; } + .px-lg-4 { padding-right: 1rem !important; padding-left: 1rem !important; } + .py-lg-4 { padding-top: 1rem !important; padding-bottom: 1rem !important; } + .p-lg-5 { padding: 1.5rem !important; } + .pt-lg-5 { padding-top: 1.5rem !important; } + .pr-lg-5 { padding-right: 1.5rem !important; } + .pb-lg-5 { padding-bottom: 1.5rem !important; } + .pl-lg-5 { padding-left: 1.5rem !important; } + .px-lg-5 { padding-right: 1.5rem !important; padding-left: 1.5rem !important; } + .py-lg-5 { padding-top: 1.5rem !important; padding-bottom: 1.5rem !important; } + .p-lg-6 { padding: 2rem !important; } + .pt-lg-6 { padding-top: 2rem !important; } + .pr-lg-6 { padding-right: 2rem !important; } + .pb-lg-6 { padding-bottom: 2rem !important; } + .pl-lg-6 { padding-left: 2rem !important; } + .px-lg-6 { padding-right: 2rem !important; padding-left: 2rem !important; } + .py-lg-6 { padding-top: 2rem !important; padding-bottom: 2rem !important; } + .p-lg-7 { padding: 2.5rem !important; } + .pt-lg-7 { padding-top: 2.5rem !important; } + .pr-lg-7 { padding-right: 2.5rem !important; } + .pb-lg-7 { padding-bottom: 2.5rem !important; } + .pl-lg-7 { padding-left: 2.5rem !important; } + .px-lg-7 { padding-right: 2.5rem !important; padding-left: 2.5rem !important; } + .py-lg-7 { padding-top: 2.5rem !important; padding-bottom: 2.5rem !important; } + .p-lg-8 { padding: 3rem !important; } + .pt-lg-8 { padding-top: 3rem !important; } + .pr-lg-8 { padding-right: 3rem !important; } + .pb-lg-8 { padding-bottom: 3rem !important; } + .pl-lg-8 { padding-left: 3rem !important; } + .px-lg-8 { padding-right: 3rem !important; padding-left: 3rem !important; } + .py-lg-8 { padding-top: 3rem !important; padding-bottom: 3rem !important; } + .p-lg-9 { padding: 3.5rem !important; } + .pt-lg-9 { padding-top: 3.5rem !important; } + .pr-lg-9 { padding-right: 3.5rem !important; } + .pb-lg-9 { padding-bottom: 3.5rem !important; } + .pl-lg-9 { padding-left: 3.5rem !important; } + .px-lg-9 { padding-right: 3.5rem !important; padding-left: 3.5rem !important; } + .py-lg-9 { padding-top: 3.5rem !important; padding-bottom: 3.5rem !important; } + .p-lg-10 { padding: 4rem !important; } + .pt-lg-10 { padding-top: 4rem !important; } + .pr-lg-10 { padding-right: 4rem !important; } + .pb-lg-10 { padding-bottom: 4rem !important; } + .pl-lg-10 { padding-left: 4rem !important; } + .px-lg-10 { padding-right: 4rem !important; padding-left: 4rem !important; } + .py-lg-10 { padding-top: 4rem !important; padding-bottom: 4rem !important; } } +@media (min-width: 87.5rem) { .p-xl-0 { padding: 0 !important; } + .pt-xl-0 { padding-top: 0 !important; } + .pr-xl-0 { padding-right: 0 !important; } + .pb-xl-0 { padding-bottom: 0 !important; } + .pl-xl-0 { padding-left: 0 !important; } + .px-xl-0 { padding-right: 0 !important; padding-left: 0 !important; } + .py-xl-0 { padding-top: 0 !important; padding-bottom: 0 !important; } + .p-xl-1 { padding: 0.25rem !important; } + .pt-xl-1 { padding-top: 0.25rem !important; } + .pr-xl-1 { padding-right: 0.25rem !important; } + .pb-xl-1 { padding-bottom: 0.25rem !important; } + .pl-xl-1 { padding-left: 0.25rem !important; } + .px-xl-1 { padding-right: 0.25rem !important; padding-left: 0.25rem !important; } + .py-xl-1 { padding-top: 0.25rem !important; padding-bottom: 0.25rem !important; } + .p-xl-2 { padding: 0.5rem !important; } + .pt-xl-2 { padding-top: 0.5rem !important; } + .pr-xl-2 { padding-right: 0.5rem !important; } + .pb-xl-2 { padding-bottom: 0.5rem !important; } + .pl-xl-2 { padding-left: 0.5rem !important; } + .px-xl-2 { padding-right: 0.5rem !important; padding-left: 0.5rem !important; } + .py-xl-2 { padding-top: 0.5rem !important; padding-bottom: 0.5rem !important; } + .p-xl-3 { padding: 0.75rem !important; } + .pt-xl-3 { padding-top: 0.75rem !important; } + .pr-xl-3 { padding-right: 0.75rem !important; } + .pb-xl-3 { padding-bottom: 0.75rem !important; } + .pl-xl-3 { padding-left: 0.75rem !important; } + .px-xl-3 { padding-right: 0.75rem !important; padding-left: 0.75rem !important; } + .py-xl-3 { padding-top: 0.75rem !important; padding-bottom: 0.75rem !important; } + .p-xl-4 { padding: 1rem !important; } + .pt-xl-4 { padding-top: 1rem !important; } + .pr-xl-4 { padding-right: 1rem !important; } + .pb-xl-4 { padding-bottom: 1rem !important; } + .pl-xl-4 { padding-left: 1rem !important; } + .px-xl-4 { padding-right: 1rem !important; padding-left: 1rem !important; } + .py-xl-4 { padding-top: 1rem !important; padding-bottom: 1rem !important; } + .p-xl-5 { padding: 1.5rem !important; } + .pt-xl-5 { padding-top: 1.5rem !important; } + .pr-xl-5 { padding-right: 1.5rem !important; } + .pb-xl-5 { padding-bottom: 1.5rem !important; } + .pl-xl-5 { padding-left: 1.5rem !important; } + .px-xl-5 { padding-right: 1.5rem !important; padding-left: 1.5rem !important; } + .py-xl-5 { padding-top: 1.5rem !important; padding-bottom: 1.5rem !important; } + .p-xl-6 { padding: 2rem !important; } + .pt-xl-6 { padding-top: 2rem !important; } + .pr-xl-6 { padding-right: 2rem !important; } + .pb-xl-6 { padding-bottom: 2rem !important; } + .pl-xl-6 { padding-left: 2rem !important; } + .px-xl-6 { padding-right: 2rem !important; padding-left: 2rem !important; } + .py-xl-6 { padding-top: 2rem !important; padding-bottom: 2rem !important; } + .p-xl-7 { padding: 2.5rem !important; } + .pt-xl-7 { padding-top: 2.5rem !important; } + .pr-xl-7 { padding-right: 2.5rem !important; } + .pb-xl-7 { padding-bottom: 2.5rem !important; } + .pl-xl-7 { padding-left: 2.5rem !important; } + .px-xl-7 { padding-right: 2.5rem !important; padding-left: 2.5rem !important; } + .py-xl-7 { padding-top: 2.5rem !important; padding-bottom: 2.5rem !important; } + .p-xl-8 { padding: 3rem !important; } + .pt-xl-8 { padding-top: 3rem !important; } + .pr-xl-8 { padding-right: 3rem !important; } + .pb-xl-8 { padding-bottom: 3rem !important; } + .pl-xl-8 { padding-left: 3rem !important; } + .px-xl-8 { padding-right: 3rem !important; padding-left: 3rem !important; } + .py-xl-8 { padding-top: 3rem !important; padding-bottom: 3rem !important; } + .p-xl-9 { padding: 3.5rem !important; } + .pt-xl-9 { padding-top: 3.5rem !important; } + .pr-xl-9 { padding-right: 3.5rem !important; } + .pb-xl-9 { padding-bottom: 3.5rem !important; } + .pl-xl-9 { padding-left: 3.5rem !important; } + .px-xl-9 { padding-right: 3.5rem !important; padding-left: 3.5rem !important; } + .py-xl-9 { padding-top: 3.5rem !important; padding-bottom: 3.5rem !important; } + .p-xl-10 { padding: 4rem !important; } + .pt-xl-10 { padding-top: 4rem !important; } + .pr-xl-10 { padding-right: 4rem !important; } + .pb-xl-10 { padding-bottom: 4rem !important; } + .pl-xl-10 { padding-left: 4rem !important; } + .px-xl-10 { padding-right: 4rem !important; padding-left: 4rem !important; } + .py-xl-10 { padding-top: 4rem !important; padding-bottom: 4rem !important; } } +@media print { .site-footer, .site-button, #edit-this-page, #back-to-top, .site-nav, .main-header { display: none !important; } + .side-bar { width: 100%; height: auto; border-right: 0 !important; } + .site-header { border-bottom: 1px solid #eeebee; } + .site-title { font-size: 1rem !important; font-weight: 700 !important; } + .text-small { font-size: 8pt !important; } + pre.highlight { border: 1px solid #eeebee; } + .main { max-width: none; margin-left: 0; } } +a.skip-to-main { left: -999px; position: absolute; top: auto; width: 1px; height: 1px; overflow: hidden; z-index: -999; } + +a.skip-to-main:focus, a.skip-to-main:active { color: #7253ed; background-color: #fff; left: auto; top: auto; width: 30%; height: auto; overflow: auto; margin: 10px 35%; padding: 5px; border-radius: 15px; border: 4px solid #5e41d0; text-align: center; font-size: 1.2em; z-index: 999; } + +div.opaque { background-color: #fff; } + +p.note, blockquote.note { background: #f5f7f9; border-left: 4px solid #2ce5b5; border-radius: 4px; box-shadow: 0 1px 2px rgba(0, 0, 0, 0.12), 0 3px 10px rgba(0, 0, 0, 0.08); padding: .8rem; } +p.note > .note-title, blockquote.note > .note-title { color: #2ce5b5; display: block; font-weight: bold; text-transform: uppercase; font-size: .75em; padding-bottom: .125rem; } + +p.note-title, blockquote.note-title { background: #f5f7f9; border-left: 4px solid #2ce5b5; border-radius: 4px; box-shadow: 0 1px 2px rgba(0, 0, 0, 0.12), 0 3px 10px rgba(0, 0, 0, 0.08); padding: .8rem; } +p.note-title > p:first-child, blockquote.note-title > p:first-child { margin-top: 0; margin-bottom: 0; color: #2ce5b5; display: block; font-weight: bold; text-transform: uppercase; font-size: .75em; padding-bottom: .125rem; } + +blockquote.note { margin-left: 0; margin-right: 0; } +blockquote.note > p:first-child { margin-top: 0; } +blockquote.note > p:last-child { margin-bottom: 0; } + +blockquote.note-title { margin-left: 0; margin-right: 0; } +blockquote.note-title > p:nth-child(2) { margin-top: 0; } +blockquote.note-title > p:last-child { margin-bottom: 0; } + +p.warning, blockquote.warning { background: rgba(247, 126, 126, 0.2); border-left: 4px solid #dd2e2e; border-radius: 4px; box-shadow: 0 1px 2px rgba(0, 0, 0, 0.12), 0 3px 10px rgba(0, 0, 0, 0.08); padding: .8rem; } +p.warning::before, blockquote.warning::before { color: #dd2e2e; content: "⚠️ Warning ⚠️"; display: block; font-weight: bold; text-transform: uppercase; font-size: .75em; padding-bottom: .125rem; } +p.warning > .warning-title, blockquote.warning > .warning-title { color: #dd2e2e; display: block; font-weight: bold; text-transform: uppercase; font-size: .75em; padding-bottom: .125rem; } + +p.warning-title, blockquote.warning-title { background: rgba(247, 126, 126, 0.2); border-left: 4px solid #dd2e2e; border-radius: 4px; box-shadow: 0 1px 2px rgba(0, 0, 0, 0.12), 0 3px 10px rgba(0, 0, 0, 0.08); padding: .8rem; } +p.warning-title > p:first-child, blockquote.warning-title > p:first-child { margin-top: 0; margin-bottom: 0; color: #dd2e2e; display: block; font-weight: bold; text-transform: uppercase; font-size: .75em; padding-bottom: .125rem; } + +blockquote.warning { margin-left: 0; margin-right: 0; } +blockquote.warning > p:first-child { margin-top: 0; } +blockquote.warning > p:last-child { margin-bottom: 0; } + +blockquote.warning-title { margin-left: 0; margin-right: 0; } +blockquote.warning-title > p:nth-child(2) { margin-top: 0; } +blockquote.warning-title > p:last-child { margin-bottom: 0; } + +p.tip, blockquote.tip { background: rgba(65, 214, 147, 0.2); border-left: 4px solid #026e57; border-radius: 4px; box-shadow: 0 1px 2px rgba(0, 0, 0, 0.12), 0 3px 10px rgba(0, 0, 0, 0.08); padding: .8rem; } +p.tip > .tip-title, blockquote.tip > .tip-title { color: #026e57; display: block; font-weight: bold; text-transform: uppercase; font-size: .75em; padding-bottom: .125rem; } + +p.tip-title, blockquote.tip-title { background: rgba(65, 214, 147, 0.2); border-left: 4px solid #026e57; border-radius: 4px; box-shadow: 0 1px 2px rgba(0, 0, 0, 0.12), 0 3px 10px rgba(0, 0, 0, 0.08); padding: .8rem; } +p.tip-title > p:first-child, blockquote.tip-title > p:first-child { margin-top: 0; margin-bottom: 0; color: #026e57; display: block; font-weight: bold; text-transform: uppercase; font-size: .75em; padding-bottom: .125rem; } + +blockquote.tip { margin-left: 0; margin-right: 0; } +blockquote.tip > p:first-child { margin-top: 0; } +blockquote.tip > p:last-child { margin-bottom: 0; } + +blockquote.tip-title { margin-left: 0; margin-right: 0; } +blockquote.tip-title > p:nth-child(2) { margin-top: 0; } +blockquote.tip-title > p:last-child { margin-bottom: 0; } + +p.fubar, blockquote.fubar { background: rgba(114, 83, 237, 0.2); border-left: 4px solid #381885; border-radius: 4px; box-shadow: 0 1px 2px rgba(0, 0, 0, 0.12), 0 3px 10px rgba(0, 0, 0, 0.08); padding: .8rem; } +p.fubar > .fubar-title, blockquote.fubar > .fubar-title { color: #381885; display: block; font-weight: bold; text-transform: uppercase; font-size: .75em; padding-bottom: .125rem; } + +p.fubar-title, blockquote.fubar-title { background: rgba(114, 83, 237, 0.2); border-left: 4px solid #381885; border-radius: 4px; box-shadow: 0 1px 2px rgba(0, 0, 0, 0.12), 0 3px 10px rgba(0, 0, 0, 0.08); padding: .8rem; } +p.fubar-title > p:first-child, blockquote.fubar-title > p:first-child { margin-top: 0; margin-bottom: 0; color: #381885; display: block; font-weight: bold; text-transform: uppercase; font-size: .75em; padding-bottom: .125rem; } + +blockquote.fubar { margin-left: 0; margin-right: 0; } +blockquote.fubar > p:first-child { margin-top: 0; } +blockquote.fubar > p:last-child { margin-bottom: 0; } + +blockquote.fubar-title { margin-left: 0; margin-right: 0; } +blockquote.fubar-title > p:nth-child(2) { margin-top: 0; } +blockquote.fubar-title > p:last-child { margin-bottom: 0; } + +@font-face { font-family: GalanoGrotesque-ExtraLight; src: local(GalanoGrotesque-ExtraLight), url("../fonts/Rene Bieder - Galano Grotesque ExtraLight.otf"); } +@font-face { font-family: GalanoGrotesque; src: local(GalanoGrotesque-Regular), url("../fonts/Rene Bieder - Galano Grotesque.otf"); } +@font-face { font-family: GalanoGrotesque-Bold; src: local(GalanoGrotesque-Bold), url("../fonts/Rene Bieder - Galano Grotesque Bold.otf"); } +@font-face { font-family: GalanoGrotesque-Medium; src: local(Rene-Bieder-Galano-Grotesque-Medium), url("../fonts/Rene Bieder - Galano Grotesque Medium.otf"); } +html { scroll-padding-top: 90px; } + +body { font-family: GalanoGrotesque; color: #000000; } +body .body-wrapper, body footer { display: flex; } +body .body-wrapper .main, body .body-wrapper .footer-main, body footer .main, body footer .footer-main { width: 75%; max-width: 75%; margin-left: 0; float: right; position: relative; } +body .body-wrapper .main .main-content-wrap, body .body-wrapper .footer-main .main-content-wrap, body footer .main .main-content-wrap, body footer .footer-main .main-content-wrap { max-width: 1300px; padding: 80px; } +body .body-wrapper .side-bar, body .body-wrapper .footer-sidebar, body footer .side-bar, body footer .footer-sidebar { width: 25%; max-width: 25%; position: relative; height: auto; background-color: #f5f7f9; } +body a { color: #279890; } +body p, body li { font-family: GalanoGrotesque; font-size: 1em; } +body h1 { margin-top: 40px !important; font-family: GalanoGrotesque-Medium; font-size: 42px !important; color: #000000; } +body h2 { margin-top: 40px !important; font-size: 28px !important; font-family: GalanoGrotesque-Medium; } +body h2#table-of-contents { font-family: GalanoGrotesque-Medium; color: #ffffff; font-size: 14px !important; } +body h3 { margin-top: 25px !important; font-size: 18px; font-weight: 600; font-family: GalanoGrotesque-Medium; } +body h4 { margin-top: 25px !important; font-size: 16px; font-weight: 600; font-family: GalanoGrotesque-Medium; } +body .text-delta { text-transform: none; width: 100%; display: block; background-color: #279890; color: #ffffff; border-radius: 2px 2px 0 0; font-size: 14px !important; padding: 10px 15px 8px 15px; } +body .text-delta + ul { background-color: #f5f7f9; width: 100%; border: none; margin-top: 0; border-radius: 0; position: relative; top: -3px; padding: 15px 25px 15px 25px; } +body .text-delta + ul li { text-decoration: underline; } +body .text-delta + ul li::before { content: none; } +body .text-delta + ul li a:hover { background-image: none; } +body .text-delta + ul li a { white-space: normal; } +body #markdown-toc { background-color: #f5f7f9; width: 100%; border: none; margin-top: 0; border-radius: 0; position: relative; top: -3px; padding: 15px 25px 15px 25px; } +body #markdown-toc li::before { display: none; } +body #markdown-toc li a { color: #279890; font-size: 1em; background-image: none; white-space: normal; } +body #markdown-toc li a:hover { background-image: none; color: #279890; } +body #markdown-toc li ol, body #markdown-toc li ul { border: none; } +body #markdown-toc li ol li a, body #markdown-toc li ul li a { padding-bottom: 0; } +body div.highlighter-rouge pre.highlight { padding: 10px; } +body .highlight code { background-color: transparent; } +body .btn { padding: 6px 14px; color: #2f3433; font-family: GalanoGrotesque; border-radius: 4px; background: #ffffff; border: solid 2px #2f3433; box-shadow: none; } +body .btn:hover { border-color: #279890; color: #279890; background: #ffffff; } +body .btn-green { font-size: 16px; line-height: 1.63; letter-spacing: 0.05px; color: #ffffff; background-color: #279890; border: 2px solid #279890; } +body .btn-green:hover { background-color: #ffffff; color: #279890; } +body .main-content h1:hover a.anchor-heading, body .main-content h2:hover a.anchor-heading, body .main-content h3:hover a.anchor-heading, body .main-content h4:hover a.anchor-heading, body .main-content h5:hover a.anchor-heading, body .main-content h6:hover a.anchor-heading { left: -1.7rem; background-image: url("../../assets/icons/anchor.svg"); width: 24px; height: 24px; background-repeat: no-repeat; background-size: contain; background-position: center center; } +body .main-content h1:hover a.anchor-heading svg, body .main-content h2:hover a.anchor-heading svg, body .main-content h3:hover a.anchor-heading svg, body .main-content h4:hover a.anchor-heading svg, body .main-content h5:hover a.anchor-heading svg, body .main-content h6:hover a.anchor-heading svg { display: none; } +body .main-content h1:hover a.anchor-heading:hover, body .main-content h2:hover a.anchor-heading:hover, body .main-content h3:hover a.anchor-heading:hover, body .main-content h4:hover a.anchor-heading:hover, body .main-content h5:hover a.anchor-heading:hover, body .main-content h6:hover a.anchor-heading:hover { background-image: url("../../assets/icons/anchor green.svg"); } +body .main-content .toc-block { display: table-cell; } + +.main .main-header, .side-bar .site-header { background-color: white; height: 80px; max-height: 80px; min-height: 80px; border: 0; position: fixed; z-index: 2; } + +.main .main-header { width: 75%; } +.main .main-header nav.aux-nav { width: 100%; padding: 0; max-width: 1080px; } +.main .main-header nav.aux-nav .aux-nav-list { justify-content: flex-end; padding: 20px 80px; } +.main .main-header nav.aux-nav .aux-nav-list .aux-nav-list-item a.site-button { font-size: 16px; line-height: 1.63; letter-spacing: 0.05px; color: #000000; margin: 0 4px; } +.main .main-header nav.aux-nav .aux-nav-list .aux-nav-list-item a.site-button:hover { background-image: none; } +.main .main-header nav.aux-nav .aux-nav-list .aux-nav-list-item:hover a, .main .main-header nav.aux-nav .aux-nav-list .aux-nav-list-item.active a { color: #279890; } +.main .main-header nav.aux-nav .aux-nav-list .aux-nav-list-item.button a.site-button { font-size: 16px; line-height: 1.63; letter-spacing: 0.05px; color: #ffffff; margin: 0 0 0 20px; padding: 18px; border-radius: 6px; background-color: #f24886; border: 2px solid #f24886; } +.main .main-header nav.aux-nav .aux-nav-list .aux-nav-list-item.button a.site-button:hover { background-color: #b62d55; border: 2px solid #b62d55; color: #ffffff; } + +.side-bar:after { content: ' '; position: fixed; width: 100vw; top: 80px; box-shadow: 0 0 6px 2px rgba(0, 0, 0, 0.23); left: 0; right: 0; z-index: 0; } + +.side-bar .site-header { width: 25%; justify-content: flex-end; top: 0; } +.side-bar .site-header a.site-title { max-width: 290px; padding: 0; } +.side-bar .site-header a.site-title .site-logo { width: 150px; height: inherit; } +.side-bar .site-header a.site-title:hover { background-image: none; background-color: transparent; } + +.site-logo { width: 135px; height: 30px; } + +.side-bar { padding: 80px 0; border: 0; display: block; z-index: 1; } +.side-bar nav.site-nav, .side-bar nav.aux-nav { padding: 0; width: 100%; display: initial; } +.side-bar nav.site-nav .nav-list, .side-bar nav.site-nav .aux-nav-list, .side-bar nav.aux-nav .nav-list, .side-bar nav.aux-nav .aux-nav-list { width: 100%; padding: 0; margin-top: 30px; } +.side-bar nav.site-nav .nav-list .nav-list-item, .side-bar nav.site-nav .nav-list .aux-nav-list-item, .side-bar nav.site-nav .aux-nav-list .nav-list-item, .side-bar nav.site-nav .aux-nav-list .aux-nav-list-item, .side-bar nav.aux-nav .nav-list .nav-list-item, .side-bar nav.aux-nav .nav-list .aux-nav-list-item, .side-bar nav.aux-nav .aux-nav-list .nav-list-item, .side-bar nav.aux-nav .aux-nav-list .aux-nav-list-item { padding: 0; } +.side-bar nav.site-nav .nav-list .nav-list-item:hover, .side-bar nav.site-nav .nav-list .aux-nav-list-item:hover, .side-bar nav.site-nav .aux-nav-list .nav-list-item:hover, .side-bar nav.site-nav .aux-nav-list .aux-nav-list-item:hover, .side-bar nav.aux-nav .nav-list .nav-list-item:hover, .side-bar nav.aux-nav .nav-list .aux-nav-list-item:hover, .side-bar nav.aux-nav .aux-nav-list .nav-list-item:hover, .side-bar nav.aux-nav .aux-nav-list .aux-nav-list-item:hover { background-color: #ffffff; } +.side-bar nav.site-nav .nav-list .nav-list-item.active:hover, .side-bar nav.site-nav .nav-list .aux-nav-list-item.active:hover, .side-bar nav.site-nav .aux-nav-list .nav-list-item.active:hover, .side-bar nav.site-nav .aux-nav-list .aux-nav-list-item.active:hover, .side-bar nav.aux-nav .nav-list .nav-list-item.active:hover, .side-bar nav.aux-nav .nav-list .aux-nav-list-item.active:hover, .side-bar nav.aux-nav .aux-nav-list .nav-list-item.active:hover, .side-bar nav.aux-nav .aux-nav-list .aux-nav-list-item.active:hover { background-color: transparent; } +.side-bar nav.site-nav .nav-list .nav-list-item.active .nav_list li, .side-bar nav.site-nav .nav-list .aux-nav-list-item.active .nav_list li, .side-bar nav.site-nav .aux-nav-list .nav-list-item.active .nav_list li, .side-bar nav.site-nav .aux-nav-list .aux-nav-list-item.active .nav_list li, .side-bar nav.aux-nav .nav-list .nav-list-item.active .nav_list li, .side-bar nav.aux-nav .nav-list .aux-nav-list-item.active .nav_list li, .side-bar nav.aux-nav .aux-nav-list .nav-list-item.active .nav_list li, .side-bar nav.aux-nav .aux-nav-list .aux-nav-list-item.active .nav_list li { padding-right: 0; padding-left: 0; } +.side-bar nav.site-nav .nav-list .nav-list-item.active .nav_list li:hover, .side-bar nav.site-nav .nav-list .aux-nav-list-item.active .nav_list li:hover, .side-bar nav.site-nav .aux-nav-list .nav-list-item.active .nav_list li:hover, .side-bar nav.site-nav .aux-nav-list .aux-nav-list-item.active .nav_list li:hover, .side-bar nav.aux-nav .nav-list .nav-list-item.active .nav_list li:hover, .side-bar nav.aux-nav .nav-list .aux-nav-list-item.active .nav_list li:hover, .side-bar nav.aux-nav .aux-nav-list .nav-list-item.active .nav_list li:hover, .side-bar nav.aux-nav .aux-nav-list .aux-nav-list-item.active .nav_list li:hover { background-color: #ffffff; } +.side-bar nav.site-nav .nav-list .nav-list-item.header, .side-bar nav.site-nav .nav-list .aux-nav-list-item.header, .side-bar nav.site-nav .aux-nav-list .nav-list-item.header, .side-bar nav.site-nav .aux-nav-list .aux-nav-list-item.header, .side-bar nav.aux-nav .nav-list .nav-list-item.header, .side-bar nav.aux-nav .nav-list .aux-nav-list-item.header, .side-bar nav.aux-nav .aux-nav-list .nav-list-item.header, .side-bar nav.aux-nav .aux-nav-list .aux-nav-list-item.header { padding: 12px 40px 12px calc(100% - 290px); color: #279890; font-family: GalanoGrotesque-Bold; font-size: 18px !important; letter-spacing: 1.1px; } +.side-bar nav.site-nav .nav-list .nav-list-item.header:hover, .side-bar nav.site-nav .nav-list .aux-nav-list-item.header:hover, .side-bar nav.site-nav .aux-nav-list .nav-list-item.header:hover, .side-bar nav.site-nav .aux-nav-list .aux-nav-list-item.header:hover, .side-bar nav.aux-nav .nav-list .nav-list-item.header:hover, .side-bar nav.aux-nav .nav-list .aux-nav-list-item.header:hover, .side-bar nav.aux-nav .aux-nav-list .nav-list-item.header:hover, .side-bar nav.aux-nav .aux-nav-list .aux-nav-list-item.header:hover { background-color: transparent; background-image: none; } +.side-bar nav.site-nav .nav-list .nav-list-item.header:not(:first-of-type), .side-bar nav.site-nav .nav-list .aux-nav-list-item.header:not(:first-of-type), .side-bar nav.site-nav .aux-nav-list .nav-list-item.header:not(:first-of-type), .side-bar nav.site-nav .aux-nav-list .aux-nav-list-item.header:not(:first-of-type), .side-bar nav.aux-nav .nav-list .nav-list-item.header:not(:first-of-type), .side-bar nav.aux-nav .nav-list .aux-nav-list-item.header:not(:first-of-type), .side-bar nav.aux-nav .aux-nav-list .nav-list-item.header:not(:first-of-type), .side-bar nav.aux-nav .aux-nav-list .aux-nav-list-item.header:not(:first-of-type) { padding-top: 36px; border-top: 1px solid #dadada; margin-top: 20px; } +.side-bar nav.site-nav .nav-list .nav-list-item a.nav-list-link, .side-bar nav.site-nav .nav-list .aux-nav-list-item a.nav-list-link, .side-bar nav.site-nav .aux-nav-list .nav-list-item a.nav-list-link, .side-bar nav.site-nav .aux-nav-list .aux-nav-list-item a.nav-list-link, .side-bar nav.aux-nav .nav-list .nav-list-item a.nav-list-link, .side-bar nav.aux-nav .nav-list .aux-nav-list-item a.nav-list-link, .side-bar nav.aux-nav .aux-nav-list .nav-list-item a.nav-list-link, .side-bar nav.aux-nav .aux-nav-list .aux-nav-list-item a.nav-list-link { padding: 12px 40px 12px calc(100% - 290px); font-size: 14px !important; color: #576489; font-family: GalanoGrotesque; letter-spacing: 1.1px; } +.side-bar nav.site-nav .nav-list .nav-list-item a.nav-list-link.active, .side-bar nav.site-nav .nav-list .nav-list-item a.nav-list-link:hover, .side-bar nav.site-nav .nav-list .aux-nav-list-item a.nav-list-link.active, .side-bar nav.site-nav .nav-list .aux-nav-list-item a.nav-list-link:hover, .side-bar nav.site-nav .aux-nav-list .nav-list-item a.nav-list-link.active, .side-bar nav.site-nav .aux-nav-list .nav-list-item a.nav-list-link:hover, .side-bar nav.site-nav .aux-nav-list .aux-nav-list-item a.nav-list-link.active, .side-bar nav.site-nav .aux-nav-list .aux-nav-list-item a.nav-list-link:hover, .side-bar nav.aux-nav .nav-list .nav-list-item a.nav-list-link.active, .side-bar nav.aux-nav .nav-list .nav-list-item a.nav-list-link:hover, .side-bar nav.aux-nav .nav-list .aux-nav-list-item a.nav-list-link.active, .side-bar nav.aux-nav .nav-list .aux-nav-list-item a.nav-list-link:hover, .side-bar nav.aux-nav .aux-nav-list .nav-list-item a.nav-list-link.active, .side-bar nav.aux-nav .aux-nav-list .nav-list-item a.nav-list-link:hover, .side-bar nav.aux-nav .aux-nav-list .aux-nav-list-item a.nav-list-link.active, .side-bar nav.aux-nav .aux-nav-list .aux-nav-list-item a.nav-list-link:hover { background-color: #ffffff; background-image: none; } +.side-bar nav.site-nav .nav-list .nav-list-item a.nav-list-link.active, .side-bar nav.site-nav .nav-list .aux-nav-list-item a.nav-list-link.active, .side-bar nav.site-nav .aux-nav-list .nav-list-item a.nav-list-link.active, .side-bar nav.site-nav .aux-nav-list .aux-nav-list-item a.nav-list-link.active, .side-bar nav.aux-nav .nav-list .nav-list-item a.nav-list-link.active, .side-bar nav.aux-nav .nav-list .aux-nav-list-item a.nav-list-link.active, .side-bar nav.aux-nav .aux-nav-list .nav-list-item a.nav-list-link.active, .side-bar nav.aux-nav .aux-nav-list .aux-nav-list-item a.nav-list-link.active { font-family: GalanoGrotesque-Medium !important; color: #279890 !important; } +.side-bar nav.site-nav .nav-list .nav-list-item .nav-list-expander, .side-bar nav.site-nav .nav-list .aux-nav-list-item .nav-list-expander, .side-bar nav.site-nav .aux-nav-list .nav-list-item .nav-list-expander, .side-bar nav.site-nav .aux-nav-list .aux-nav-list-item .nav-list-expander, .side-bar nav.aux-nav .nav-list .nav-list-item .nav-list-expander, .side-bar nav.aux-nav .nav-list .aux-nav-list-item .nav-list-expander, .side-bar nav.aux-nav .aux-nav-list .nav-list-item .nav-list-expander, .side-bar nav.aux-nav .aux-nav-list .aux-nav-list-item .nav-list-expander { right: 40px; width: 22px; height: 22px; padding: 0; margin: 14px 0 0 0; } +.side-bar nav.site-nav .nav-list .nav-list-item .nav-list-expander svg, .side-bar nav.site-nav .nav-list .aux-nav-list-item .nav-list-expander svg, .side-bar nav.site-nav .aux-nav-list .nav-list-item .nav-list-expander svg, .side-bar nav.site-nav .aux-nav-list .aux-nav-list-item .nav-list-expander svg, .side-bar nav.aux-nav .nav-list .nav-list-item .nav-list-expander svg, .side-bar nav.aux-nav .nav-list .aux-nav-list-item .nav-list-expander svg, .side-bar nav.aux-nav .aux-nav-list .nav-list-item .nav-list-expander svg, .side-bar nav.aux-nav .aux-nav-list .aux-nav-list-item .nav-list-expander svg { color: #000000; } +.side-bar nav.site-nav .nav-list .nav-list-item .nav-list-expander:hover, .side-bar nav.site-nav .nav-list .aux-nav-list-item .nav-list-expander:hover, .side-bar nav.site-nav .aux-nav-list .nav-list-item .nav-list-expander:hover, .side-bar nav.site-nav .aux-nav-list .aux-nav-list-item .nav-list-expander:hover, .side-bar nav.aux-nav .nav-list .nav-list-item .nav-list-expander:hover, .side-bar nav.aux-nav .nav-list .aux-nav-list-item .nav-list-expander:hover, .side-bar nav.aux-nav .aux-nav-list .nav-list-item .nav-list-expander:hover, .side-bar nav.aux-nav .aux-nav-list .aux-nav-list-item .nav-list-expander:hover { background-color: none; background-image: none; } +.side-bar nav.site-nav .nav-list .nav-list-item .nav-list, .side-bar nav.site-nav .nav-list .nav-list-item .aux-nav-list, .side-bar nav.site-nav .nav-list .aux-nav-list-item .nav-list, .side-bar nav.site-nav .nav-list .aux-nav-list-item .aux-nav-list, .side-bar nav.site-nav .aux-nav-list .nav-list-item .nav-list, .side-bar nav.site-nav .aux-nav-list .nav-list-item .aux-nav-list, .side-bar nav.site-nav .aux-nav-list .aux-nav-list-item .nav-list, .side-bar nav.site-nav .aux-nav-list .aux-nav-list-item .aux-nav-list, .side-bar nav.aux-nav .nav-list .nav-list-item .nav-list, .side-bar nav.aux-nav .nav-list .nav-list-item .aux-nav-list, .side-bar nav.aux-nav .nav-list .aux-nav-list-item .nav-list, .side-bar nav.aux-nav .nav-list .aux-nav-list-item .aux-nav-list, .side-bar nav.aux-nav .aux-nav-list .nav-list-item .nav-list, .side-bar nav.aux-nav .aux-nav-list .nav-list-item .aux-nav-list, .side-bar nav.aux-nav .aux-nav-list .aux-nav-list-item .nav-list, .side-bar nav.aux-nav .aux-nav-list .aux-nav-list-item .aux-nav-list { margin-top: 0; } +.side-bar nav.site-nav .nav-list .nav-list-item .nav-list a.nav-list-link, .side-bar nav.site-nav .nav-list .nav-list-item .nav-list a.aux-nav-list-item, .side-bar nav.site-nav .nav-list .nav-list-item .aux-nav-list a.nav-list-link, .side-bar nav.site-nav .nav-list .nav-list-item .aux-nav-list a.aux-nav-list-item, .side-bar nav.site-nav .nav-list .aux-nav-list-item .nav-list a.nav-list-link, .side-bar nav.site-nav .nav-list .aux-nav-list-item .nav-list a.aux-nav-list-item, .side-bar nav.site-nav .nav-list .aux-nav-list-item .aux-nav-list a.nav-list-link, .side-bar nav.site-nav .nav-list .aux-nav-list-item .aux-nav-list a.aux-nav-list-item, .side-bar nav.site-nav .aux-nav-list .nav-list-item .nav-list a.nav-list-link, .side-bar nav.site-nav .aux-nav-list .nav-list-item .nav-list a.aux-nav-list-item, .side-bar nav.site-nav .aux-nav-list .nav-list-item .aux-nav-list a.nav-list-link, .side-bar nav.site-nav .aux-nav-list .nav-list-item .aux-nav-list a.aux-nav-list-item, .side-bar nav.site-nav .aux-nav-list .aux-nav-list-item .nav-list a.nav-list-link, .side-bar nav.site-nav .aux-nav-list .aux-nav-list-item .nav-list a.aux-nav-list-item, .side-bar nav.site-nav .aux-nav-list .aux-nav-list-item .aux-nav-list a.nav-list-link, .side-bar nav.site-nav .aux-nav-list .aux-nav-list-item .aux-nav-list a.aux-nav-list-item, .side-bar nav.aux-nav .nav-list .nav-list-item .nav-list a.nav-list-link, .side-bar nav.aux-nav .nav-list .nav-list-item .nav-list a.aux-nav-list-item, .side-bar nav.aux-nav .nav-list .nav-list-item .aux-nav-list a.nav-list-link, .side-bar nav.aux-nav .nav-list .nav-list-item .aux-nav-list a.aux-nav-list-item, .side-bar nav.aux-nav .nav-list .aux-nav-list-item .nav-list a.nav-list-link, .side-bar nav.aux-nav .nav-list .aux-nav-list-item .nav-list a.aux-nav-list-item, .side-bar nav.aux-nav .nav-list .aux-nav-list-item .aux-nav-list a.nav-list-link, .side-bar nav.aux-nav .nav-list .aux-nav-list-item .aux-nav-list a.aux-nav-list-item, .side-bar nav.aux-nav .aux-nav-list .nav-list-item .nav-list a.nav-list-link, .side-bar nav.aux-nav .aux-nav-list .nav-list-item .nav-list a.aux-nav-list-item, .side-bar nav.aux-nav .aux-nav-list .nav-list-item .aux-nav-list a.nav-list-link, .side-bar nav.aux-nav .aux-nav-list .nav-list-item .aux-nav-list a.aux-nav-list-item, .side-bar nav.aux-nav .aux-nav-list .aux-nav-list-item .nav-list a.nav-list-link, .side-bar nav.aux-nav .aux-nav-list .aux-nav-list-item .nav-list a.aux-nav-list-item, .side-bar nav.aux-nav .aux-nav-list .aux-nav-list-item .aux-nav-list a.nav-list-link, .side-bar nav.aux-nav .aux-nav-list .aux-nav-list-item .aux-nav-list a.aux-nav-list-item { margin-left: 20px; font-size: 13px !important; letter-spacing: 0.05px; } +.side-bar nav.site-nav .nav-list .nav-list-item .nav-list .nav-list a.nav-list-link, .side-bar nav.site-nav .nav-list .nav-list-item .nav-list .nav-list a.aux-nav-list-item, .side-bar nav.site-nav .nav-list .nav-list-item .nav-list .aux-nav-list a.nav-list-link, .side-bar nav.site-nav .nav-list .nav-list-item .nav-list .aux-nav-list a.aux-nav-list-item, .side-bar nav.site-nav .nav-list .nav-list-item .aux-nav-list .nav-list a.nav-list-link, .side-bar nav.site-nav .nav-list .nav-list-item .aux-nav-list .nav-list a.aux-nav-list-item, .side-bar nav.site-nav .nav-list .nav-list-item .aux-nav-list .aux-nav-list a.nav-list-link, .side-bar nav.site-nav .nav-list .nav-list-item .aux-nav-list .aux-nav-list a.aux-nav-list-item, .side-bar nav.site-nav .nav-list .aux-nav-list-item .nav-list .nav-list a.nav-list-link, .side-bar nav.site-nav .nav-list .aux-nav-list-item .nav-list .nav-list a.aux-nav-list-item, .side-bar nav.site-nav .nav-list .aux-nav-list-item .nav-list .aux-nav-list a.nav-list-link, .side-bar nav.site-nav .nav-list .aux-nav-list-item .nav-list .aux-nav-list a.aux-nav-list-item, .side-bar nav.site-nav .nav-list .aux-nav-list-item .aux-nav-list .nav-list a.nav-list-link, .side-bar nav.site-nav .nav-list .aux-nav-list-item .aux-nav-list .nav-list a.aux-nav-list-item, .side-bar nav.site-nav .nav-list .aux-nav-list-item .aux-nav-list .aux-nav-list a.nav-list-link, .side-bar nav.site-nav .nav-list .aux-nav-list-item .aux-nav-list .aux-nav-list a.aux-nav-list-item, .side-bar nav.site-nav .aux-nav-list .nav-list-item .nav-list .nav-list a.nav-list-link, .side-bar nav.site-nav .aux-nav-list .nav-list-item .nav-list .nav-list a.aux-nav-list-item, .side-bar nav.site-nav .aux-nav-list .nav-list-item .nav-list .aux-nav-list a.nav-list-link, .side-bar nav.site-nav .aux-nav-list .nav-list-item .nav-list .aux-nav-list a.aux-nav-list-item, .side-bar nav.site-nav .aux-nav-list .nav-list-item .aux-nav-list .nav-list a.nav-list-link, .side-bar nav.site-nav .aux-nav-list .nav-list-item .aux-nav-list .nav-list a.aux-nav-list-item, .side-bar nav.site-nav .aux-nav-list .nav-list-item .aux-nav-list .aux-nav-list a.nav-list-link, .side-bar nav.site-nav .aux-nav-list .nav-list-item .aux-nav-list .aux-nav-list a.aux-nav-list-item, .side-bar nav.site-nav .aux-nav-list .aux-nav-list-item .nav-list .nav-list a.nav-list-link, .side-bar nav.site-nav .aux-nav-list .aux-nav-list-item .nav-list .nav-list a.aux-nav-list-item, .side-bar nav.site-nav .aux-nav-list .aux-nav-list-item .nav-list .aux-nav-list a.nav-list-link, .side-bar nav.site-nav .aux-nav-list .aux-nav-list-item .nav-list .aux-nav-list a.aux-nav-list-item, .side-bar nav.site-nav .aux-nav-list .aux-nav-list-item .aux-nav-list .nav-list a.nav-list-link, .side-bar nav.site-nav .aux-nav-list .aux-nav-list-item .aux-nav-list .nav-list a.aux-nav-list-item, .side-bar nav.site-nav .aux-nav-list .aux-nav-list-item .aux-nav-list .aux-nav-list a.nav-list-link, .side-bar nav.site-nav .aux-nav-list .aux-nav-list-item .aux-nav-list .aux-nav-list a.aux-nav-list-item, .side-bar nav.aux-nav .nav-list .nav-list-item .nav-list .nav-list a.nav-list-link, .side-bar nav.aux-nav .nav-list .nav-list-item .nav-list .nav-list a.aux-nav-list-item, .side-bar nav.aux-nav .nav-list .nav-list-item .nav-list .aux-nav-list a.nav-list-link, .side-bar nav.aux-nav .nav-list .nav-list-item .nav-list .aux-nav-list a.aux-nav-list-item, .side-bar nav.aux-nav .nav-list .nav-list-item .aux-nav-list .nav-list a.nav-list-link, .side-bar nav.aux-nav .nav-list .nav-list-item .aux-nav-list .nav-list a.aux-nav-list-item, .side-bar nav.aux-nav .nav-list .nav-list-item .aux-nav-list .aux-nav-list a.nav-list-link, .side-bar nav.aux-nav .nav-list .nav-list-item .aux-nav-list .aux-nav-list a.aux-nav-list-item, .side-bar nav.aux-nav .nav-list .aux-nav-list-item .nav-list .nav-list a.nav-list-link, .side-bar nav.aux-nav .nav-list .aux-nav-list-item .nav-list .nav-list a.aux-nav-list-item, .side-bar nav.aux-nav .nav-list .aux-nav-list-item .nav-list .aux-nav-list a.nav-list-link, .side-bar nav.aux-nav .nav-list .aux-nav-list-item .nav-list .aux-nav-list a.aux-nav-list-item, .side-bar nav.aux-nav .nav-list .aux-nav-list-item .aux-nav-list .nav-list a.nav-list-link, .side-bar nav.aux-nav .nav-list .aux-nav-list-item .aux-nav-list .nav-list a.aux-nav-list-item, .side-bar nav.aux-nav .nav-list .aux-nav-list-item .aux-nav-list .aux-nav-list a.nav-list-link, .side-bar nav.aux-nav .nav-list .aux-nav-list-item .aux-nav-list .aux-nav-list a.aux-nav-list-item, .side-bar nav.aux-nav .aux-nav-list .nav-list-item .nav-list .nav-list a.nav-list-link, .side-bar nav.aux-nav .aux-nav-list .nav-list-item .nav-list .nav-list a.aux-nav-list-item, .side-bar nav.aux-nav .aux-nav-list .nav-list-item .nav-list .aux-nav-list a.nav-list-link, .side-bar nav.aux-nav .aux-nav-list .nav-list-item .nav-list .aux-nav-list a.aux-nav-list-item, .side-bar nav.aux-nav .aux-nav-list .nav-list-item .aux-nav-list .nav-list a.nav-list-link, .side-bar nav.aux-nav .aux-nav-list .nav-list-item .aux-nav-list .nav-list a.aux-nav-list-item, .side-bar nav.aux-nav .aux-nav-list .nav-list-item .aux-nav-list .aux-nav-list a.nav-list-link, .side-bar nav.aux-nav .aux-nav-list .nav-list-item .aux-nav-list .aux-nav-list a.aux-nav-list-item, .side-bar nav.aux-nav .aux-nav-list .aux-nav-list-item .nav-list .nav-list a.nav-list-link, .side-bar nav.aux-nav .aux-nav-list .aux-nav-list-item .nav-list .nav-list a.aux-nav-list-item, .side-bar nav.aux-nav .aux-nav-list .aux-nav-list-item .nav-list .aux-nav-list a.nav-list-link, .side-bar nav.aux-nav .aux-nav-list .aux-nav-list-item .nav-list .aux-nav-list a.aux-nav-list-item, .side-bar nav.aux-nav .aux-nav-list .aux-nav-list-item .aux-nav-list .nav-list a.nav-list-link, .side-bar nav.aux-nav .aux-nav-list .aux-nav-list-item .aux-nav-list .nav-list a.aux-nav-list-item, .side-bar nav.aux-nav .aux-nav-list .aux-nav-list-item .aux-nav-list .aux-nav-list a.nav-list-link, .side-bar nav.aux-nav .aux-nav-list .aux-nav-list-item .aux-nav-list .aux-nav-list a.aux-nav-list-item { margin-left: 30px; color: #949494; font-size: 12px !important; } +.side-bar nav.site-nav .nav-version, .side-bar nav.aux-nav .nav-version { display: flex; align-items: center; justify-content: center; padding: 12px 40px 12px calc(100% - 290px); text-transform: none; } +.side-bar nav.site-nav .nav-version select, .side-bar nav.aux-nav .nav-version select { height: 2em; margin: 0 0 0 10px; flex-grow: 1; } +.side-bar nav.site-nav .search, .side-bar nav.aux-nav .search { margin-top: 35px; margin-left: calc(100% - 290px); margin-right: 40px; max-width: 250px !important; max-height: 40px !important; width: 250px !important; z-index: 1; } +.side-bar nav.site-nav .search .search-input, .side-bar nav.aux-nav .search .search-input { background-color: #f5f7f9; border: 1px solid #dadada; border-radius: 6px; color: #6e7171; font-family: GalanoGrotesque-Medium; } +.side-bar nav.site-nav .search .search-input:focus, .side-bar nav.site-nav .search .search-input:active, .side-bar nav.aux-nav .search .search-input:focus, .side-bar nav.aux-nav .search .search-input:active { background-color: #f5f7f9; color: #6e7171; } +.side-bar nav.site-nav .search .search-input .search-icon, .side-bar nav.aux-nav .search .search-input .search-icon { color: #949494; } +.side-bar nav.site-nav .search .search-input:focus + .search-label .search-icon, .side-bar nav.aux-nav .search .search-input:focus + .search-label .search-icon { color: #949494; } +.side-bar nav.site-nav .mobile-menu, .side-bar nav.aux-nav .mobile-menu { display: none; } + +.search-active .main { position: inherit; right: inherit; left: inherit; } + +.search-overlay { display: none; } + +.search-result-doc .search-result-icon { color: #279890; } + +footer { height: 360px; } +footer .footer-main { padding: 80px; } +footer .footer-main ul { list-style: none; padding: 0; margin: 0; } +footer .footer-main ul li { display: inline-block; padding: 0; margin: 0; } +footer .footer-main .row { display: flex; } +footer .footer-main .row .left { width: 70%; } +footer .footer-main .row .right { width: 30%; display: flex; justify-content: flex-end; } +footer .footer-main .row .site-title { padding: 0; margin-bottom: 30px; } +footer .footer-main .row .site-title .site-logo { height: 45px; } +footer .footer-main .row .footer-links li { margin-right: 40px; } +footer .footer-main .row .footer-links li a { padding: 0; color: #000000; font-size: 18px; } +footer .footer-main .row .footer-links li a:hover { color: #279890; } +footer .footer-main .row .footer-social li a, footer .footer-main .row .bottom-footer-links li a { padding: 0 15px; font-size: 16px; color: #949494; } +footer .footer-main .row .footer-social li a:last-of-type, footer .footer-main .row .bottom-footer-links li a:last-of-type { padding-right: 0; } +footer .footer-main .row .footer-social li a:hover, footer .footer-main .row .bottom-footer-links li a:hover { color: #279890; } +footer .footer-main .row .footer-social li a img.hover { display: none; } +footer .footer-main .row .footer-social li a:hover img.no-hover { display: none; } +footer .footer-main .row .footer-social li a:hover img.hover { display: block; } +footer .footer-main .top-border { padding-top: 30px; margin-top: 30px; border-top: 1px solid #dadada; } +footer .footer-main a:hover { background-color: transparent !important; background-image: none !important; } +footer .footer-sidebar { z-index: -1; } + +@media (max-width: 799px) { body { padding-bottom: 0; } + body .body-wrapper { display: block; } + body .body-wrapper .side-bar { width: 100%; max-width: 100%; padding: 0; } + body .body-wrapper .side-bar .site-header { width: 100%; flex-direction: row-reverse; justify-content: flex-end; } + body .body-wrapper .side-bar .site-header .site-button { padding: 11px 30px 0; width: 24px; height: 24px; background-repeat: no-repeat; background-size: auto; background-position: center center; background-image: url("../../assets/icons/menu.svg"); } + body .body-wrapper .side-bar .site-header .site-button:hover, body .body-wrapper .side-bar .site-header .site-button:active, body .body-wrapper .side-bar .site-header .site-button:focus { background-color: transparent; } + body .body-wrapper .side-bar .site-header .site-button.nav-open { background-image: url("../../assets/icons/close.svg"); } + body .body-wrapper .side-bar .site-header .site-button svg { display: none; } + body .body-wrapper .side-bar nav { display: none; overflow: scroll; background: white; } + body .body-wrapper .side-bar nav.nav-open { display: block; position: fixed; top: 0; height: 100vh; } + body .body-wrapper .side-bar nav.nav-open .search { position: relative; margin-top: 120px; margin-left: 30px; margin-right: 30px; padding: 0; } + body .body-wrapper .side-bar nav.nav-open .search .search-results { display: block !important; max-height: 60vh !important; } + body .body-wrapper .side-bar nav.nav-open .search .search-input { background-color: #ffffff; } + body .body-wrapper .side-bar nav.nav-open .search .search-input-wrap { box-shadow: none; } + body .body-wrapper .side-bar nav.nav-open .nav-list .nav-list-item, body .body-wrapper .side-bar nav.nav-open .nav-list .aux-nav-list-item, body .body-wrapper .side-bar nav.nav-open .aux-nav-list .nav-list-item, body .body-wrapper .side-bar nav.nav-open .aux-nav-list .aux-nav-list-item { padding-left: 30px !important; padding-right: 30px !important; } + body .body-wrapper .side-bar nav.nav-open .nav-list .nav-list-item a, body .body-wrapper .side-bar nav.nav-open .nav-list .aux-nav-list-item a, body .body-wrapper .side-bar nav.nav-open .aux-nav-list .nav-list-item a, body .body-wrapper .side-bar nav.nav-open .aux-nav-list .aux-nav-list-item a { padding-left: 0 !important; padding-right: 0 !important; } + body .body-wrapper .side-bar nav.nav-open .nav-list .nav-list-item a.active, body .body-wrapper .side-bar nav.nav-open .nav-list .aux-nav-list-item a.active, body .body-wrapper .side-bar nav.nav-open .aux-nav-list .nav-list-item a.active, body .body-wrapper .side-bar nav.nav-open .aux-nav-list .aux-nav-list-item a.active { background: unset; } + body .body-wrapper .side-bar nav.nav-open .nav-list .nav-list, body .body-wrapper .side-bar nav.nav-open .aux-nav-list .nav-list { margin-top: 0; } + body .body-wrapper .side-bar nav.nav-open .nav-list .nav-list a.nav-list-link, body .body-wrapper .side-bar nav.nav-open .aux-nav-list .nav-list a.nav-list-link { text-indent: 0; } + body .body-wrapper .side-bar nav.nav-open .mobile-menu { display: block; border-top: 1px solid #dadada; margin-top: 18px; padding-bottom: 80px; } + body .body-wrapper .side-bar nav.nav-open .mobile-menu nav { display: block; } + body .body-wrapper .side-bar nav.nav-open .mobile-menu nav .aux-nav-list { flex-direction: column; } + body .body-wrapper .side-bar nav.nav-open .mobile-menu nav .aux-nav-list a.site-button { font-size: 18px !important; color: #000000; } + body .body-wrapper .side-bar nav.nav-open .mobile-menu nav .aux-nav-list .button .site-button { border-radius: 6px; border: solid 2px #279890; background-color: #ffffff; color: #279890; padding: 10px 20px !important; display: inline-block; margin-top: 10px; } + body .body-wrapper .main { width: 100%; max-width: 100%; float: none; } + body .body-wrapper .main .main-header { display: none; } + body .body-wrapper .main .main-content a { white-space: normal; } + body .body-wrapper .main .main-content-wrap { padding: 80px 30px; } + body footer { border-top: 1px solid #dadada; height: auto; } + body footer .footer-sidebar { display: none; } + body footer .footer-main { width: 100%; max-width: 100%; padding: 60px 30px; float: none; } + body footer .footer-main .row { flex-direction: column; } + body footer .footer-main .row .right, body footer .footer-main .row .left { width: 100%; display: block; } + body footer .footer-main .row .site-title { margin-bottom: 40px; } + body footer .footer-main .row .footer-links { display: flex; flex-wrap: wrap; margin-bottom: 20px; } + body footer .footer-main .row .footer-links li { margin: 0 0 30px; width: 50%; } + body footer .footer-main .row .footer-social { width: 100%; display: flex; justify-content: space-between; } + body footer .footer-main .row .footer-social li a { padding: 0; } + body footer .footer-main .row .footer-social li a img { width: 34px; height: 34px; } + body footer .footer-main .row .bottom-footer-links li { display: block; margin-top: 30px; } + body footer .footer-main .row .bottom-footer-links li a { padding: 0; } + body footer .footer-main .row .top-border { padding-top: 40px; margin-top: 40px; } } +.copy-code-container { position: absolute; right: 0.3em; } + +.copy-code-button { align-items: center; justify-content: center; border: none; cursor: pointer; font-size: 1rem; color: #000000; padding: 0.4em 0.5em; background-color: transparent; outline: none; } +.copy-code-button:hover { color: #279890 !important; } + +.highlighter-rouge { position: relative; } + +.language-shell.highlighter-rouge pre.highlight::before, .language-sh.highlighter-rouge pre.highlight::before, .language-bash.highlighter-rouge pre.highlight::before { content: "$ "; color: #000000; font-weight: 400; font-family: monospace; font-size: 0.75em; } + +th, td { background-color: transparent; } + +.main-content ul.ui-tabs-nav > li::before { content: ""; } + +.tabs { background: transparent; } +.tabs.ui-widget .copy-code-button { font-family: "Font Awesome 6 Free" !important; } + +.tabs .ui-widget-header { background: transparent; border: none; border-bottom: 1px solid #d3d3d3; -moz-border-radius: 0px; -webkit-border-radius: 0px; border-radius: 0px; } + +.tabs .ui-tabs-nav .ui-state-default { background: transparent; border: none; } + +.tabs .ui-tabs-nav .ui-state-active { border: none; } + +.tabs .ui-tabs-nav .ui-state-default a { color: #c0c0c0; } + +.tabs .ui-tabs-nav .ui-state-active a { color: #279890; } + +/*overridden*/ +div.highlighter-rouge { border-radius: 4px; } +div.highlighter-rouge:hover > button { cursor: pointer; opacity: 0.5; } + +.highlighter-rouge button.copy-code-button { color: #000000; } + +/* Tooltip container */ +.tooltip { position: relative; display: inline-block; border-bottom: 0; } +.tooltip > a, .tooltip span { text-decoration: underline; text-decoration-style: dotted; background-image: none; } +.tooltip .tooltiptext { visibility: hidden; text-decoration: none; background-color: #2ce5b5; color: #000000; padding: 10px 20px; border-radius: 6px; position: absolute; z-index: 1; width: 400px; top: 100%; left: 50%; margin-left: -200px; } +.tooltip:hover .tooltiptext { visibility: visible; } +.tooltip .tooltiptext::after { content: " "; position: absolute; color: #2ce5b5; bottom: 100%; /* At the top of the tooltip */ left: 50%; margin-left: -5px; border-width: 5px; border-style: solid; border-color: transparent transparent #2ce5b5 transparent; } + +.ui-dialog-titlebar { display: none; } + +.feedback-container { position: sticky; top: 180px; z-index: 9999; } +@media (max-width: 1024px) { .feedback-container { display: none; } } +.feedback-container .feedback-buttons { position: absolute; right: 70px; margin-bottom: 20px; top: -55px; } +.feedback-container .feedback-buttons .tooltiptext { font-size: small; width: 150px; margin-left: -75px; text-align: center; } +.feedback-container .feedback-buttons .page-helpful-btn { background: none !important; border-radius: 50%; border: solid #279890 2px; color: #279890; height: 40px; width: 40px; margin: 0 3px; cursor: pointer; } +.feedback-container .feedback-buttons .page-helpful-btn:focus-visible { outline: none; } + +#is-helpful-ty { display: none; } +#is-helpful-ty a { color: #279890 !important; } + +.badge { padding: 2px 4px; background: #ffddec; text-transform: uppercase; text-align: center; border-radius: 6px; font-size: x-small; } + +.quickstart-steps { padding: 10px; } +.quickstart-steps img { width: 50px; height: 50px; } + +.row { display: flex; flex-direction: row; } + +.col { display: flex; flex-direction: column; justify-content: center; margin-bottom: 0.3em; } +.col.step-num { margin-right: 20px; } +.col.step-num > img { width: 40px; } + +img.quickstart { box-shadow: 3px 3px 1px #ccc; border-width: thin; border-color: black; border-style: ridge; } + +.breadcrumb-nav { margin-top: 1rem; } diff --git a/v1.0/assets/css/just-the-docs-light.css b/v1.0/assets/css/just-the-docs-light.css new file mode 100644 index 000000000..cd7b927b8 --- /dev/null +++ b/v1.0/assets/css/just-the-docs-light.css @@ -0,0 +1,2560 @@ +@charset "UTF-8"; +@import url("pygments/igorpro.css"); +.highlight, pre.highlight { background: #f9f9f9; color: #383942; } + +.highlight pre { background: #f9f9f9; } + +.highlight .hll { background: #f9f9f9; } + +.highlight .c { color: #9fa0a6; font-style: italic; } + +.highlight .err { color: #fff; background-color: #e05151; } + +.highlight .k { color: #a625a4; } + +.highlight .l { color: 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+ +.highlight .vc { color: #ca7601; } + +.highlight .vg { color: #ca7601; } + +.highlight .vi { color: #e35549; } + +.highlight .il { color: #b66a00; } + +.highlight .gu { color: #75715e; } + +.highlight .gd { color: #e05151; } + +.highlight .gi { color: #43d089; } + +.highlight .language-json .w + .s2 { color: #e35549; } + +.highlight .language-json .kc { color: #0083bb; } + +/*! normalize.css v8.0.1 | MIT License | github.com/necolas/normalize.css */ +/* Document ========================================================================== */ +/** 1. Correct the line height in all browsers. 2. Prevent adjustments of font size after orientation changes in iOS. */ +html { line-height: 1.15; /* 1 */ -webkit-text-size-adjust: 100%; /* 2 */ } + +/* Sections ========================================================================== */ +/** Remove the margin in all browsers. */ +body { margin: 0; } + +/** Render the `main` element consistently in IE. */ +main { display: block; } + +/** Correct the font size and margin on `h1` elements within `section` and `article` contexts in Chrome, Firefox, and Safari. */ +h1 { font-size: 2em; margin: 0.67em 0; } + +/* Grouping content ========================================================================== */ +/** 1. Add the correct box sizing in Firefox. 2. Show the overflow in Edge and IE. */ +hr { box-sizing: content-box; /* 1 */ height: 0; /* 1 */ overflow: visible; /* 2 */ } + +/** 1. Correct the inheritance and scaling of font size in all browsers. 2. Correct the odd `em` font sizing in all browsers. */ +pre { font-family: monospace, monospace; /* 1 */ font-size: 1em; /* 2 */ } + +/* Text-level semantics ========================================================================== */ +/** Remove the gray background on active links in IE 10. */ +a { background-color: transparent; } + +/** 1. Remove the bottom border in Chrome 57- 2. Add the correct text decoration in Chrome, Edge, IE, Opera, and Safari. */ +abbr[title] { border-bottom: none; /* 1 */ text-decoration: underline; /* 2 */ text-decoration: underline dotted; /* 2 */ } + +/** Add the correct font weight in Chrome, Edge, and Safari. */ +b, strong { font-weight: bolder; } + +/** 1. Correct the inheritance and scaling of font size in all browsers. 2. Correct the odd `em` font sizing in all browsers. */ +code, kbd, samp { font-family: monospace, monospace; /* 1 */ font-size: 1em; /* 2 */ } + +/** Add the correct font size in all browsers. */ +small { font-size: 80%; } + +/** Prevent `sub` and `sup` elements from affecting the line height in all browsers. */ +sub, sup { font-size: 75%; line-height: 0; position: relative; vertical-align: baseline; } + +sub { bottom: -0.25em; } + +sup { top: -0.5em; } + +/* Embedded content ========================================================================== */ +/** Remove the border on images inside links in IE 10. */ +img { border-style: none; } + +/* Forms ========================================================================== */ +/** 1. Change the font styles in all browsers. 2. Remove the margin in Firefox and Safari. */ +button, input, optgroup, select, textarea { font-family: inherit; /* 1 */ font-size: 100%; /* 1 */ line-height: 1.15; /* 1 */ margin: 0; /* 2 */ } + +/** Show the overflow in IE. 1. Show the overflow in Edge. */ +button, input { /* 1 */ overflow: visible; } + +/** Remove the inheritance of text transform in Edge, Firefox, and IE. 1. Remove the inheritance of text transform in Firefox. */ +button, select { /* 1 */ text-transform: none; } + +/** Correct the inability to style clickable types in iOS and Safari. */ +button, [type="button"], [type="reset"], [type="submit"] { -webkit-appearance: button; } + +/** Remove the inner border and padding in Firefox. */ +button::-moz-focus-inner, [type="button"]::-moz-focus-inner, [type="reset"]::-moz-focus-inner, [type="submit"]::-moz-focus-inner { border-style: none; padding: 0; } + +/** Restore the focus styles unset by the previous rule. */ +button:-moz-focusring, [type="button"]:-moz-focusring, [type="reset"]:-moz-focusring, [type="submit"]:-moz-focusring { outline: 1px dotted ButtonText; } + +/** Correct the padding in Firefox. */ +fieldset { padding: 0.35em 0.75em 0.625em; } + +/** 1. Correct the text wrapping in Edge and IE. 2. Correct the color inheritance from `fieldset` elements in IE. 3. Remove the padding so developers are not caught out when they zero out `fieldset` elements in all browsers. */ +legend { box-sizing: border-box; /* 1 */ color: inherit; /* 2 */ display: table; /* 1 */ max-width: 100%; /* 1 */ padding: 0; /* 3 */ white-space: normal; /* 1 */ } + +/** Add the correct vertical alignment in Chrome, Firefox, and Opera. */ +progress { vertical-align: baseline; } + +/** Remove the default vertical scrollbar in IE 10+. */ +textarea { overflow: auto; } + +/** 1. Add the correct box sizing in IE 10. 2. Remove the padding in IE 10. */ +[type="checkbox"], [type="radio"] { box-sizing: border-box; /* 1 */ padding: 0; /* 2 */ } + +/** Correct the cursor style of increment and decrement buttons in Chrome. */ +[type="number"]::-webkit-inner-spin-button, [type="number"]::-webkit-outer-spin-button { height: auto; } + +/** 1. Correct the odd appearance in Chrome and Safari. 2. Correct the outline style in Safari. */ +[type="search"] { -webkit-appearance: textfield; /* 1 */ outline-offset: -2px; /* 2 */ } + +/** Remove the inner padding in Chrome and Safari on macOS. */ +[type="search"]::-webkit-search-decoration { -webkit-appearance: none; } + +/** 1. Correct the inability to style clickable types in iOS and Safari. 2. Change font properties to `inherit` in Safari. */ +::-webkit-file-upload-button { -webkit-appearance: button; /* 1 */ font: inherit; /* 2 */ } + +/* Interactive ========================================================================== */ +/* Add the correct display in Edge, IE 10+, and Firefox. */ +details { display: block; } + +/* Add the correct display in all browsers. */ +summary { display: list-item; } + +/* Misc ========================================================================== */ +/** Add the correct display in IE 10+. */ +template { display: none; } + +/** Add the correct display in IE 10. */ +[hidden] { display: none; } + +:root { color-scheme: light; } + +* { box-sizing: border-box; } + +html { font-size: 0.875rem !important; scroll-behavior: smooth; } +@media (min-width: 31.25rem) { html { font-size: 1rem !important; } } + +body { font-family: system-ui, -apple-system, blinkmacsystemfont, "Segoe UI", roboto, "Helvetica Neue", arial, sans-serif; font-size: inherit; line-height: 1.4; color: #5c5962; background-color: #fff; overflow-wrap: break-word; } + +ol, ul, dl, pre, address, blockquote, table, div, hr, form, fieldset, noscript .table-wrapper { margin-top: 0; } + +h1, h2, h3, h4, h5, h6, #toctitle { margin-top: 0; margin-bottom: 1em; font-weight: 500; line-height: 1.25; color: #27262b; } + +p { margin-top: 1em; margin-bottom: 1em; } + +a { color: #7253ed; text-decoration: none; } + +a:not([class]) { text-decoration: underline; text-decoration-color: #eeebee; text-underline-offset: 2px; } +a:not([class]):hover { text-decoration-color: rgba(114, 83, 237, 0.45); } + +code { font-family: "SFMono-Regular", menlo, consolas, monospace; font-size: 0.75em; line-height: 1.4; } + +figure, pre { margin: 0; } + +li { margin: 0.25em 0; } + +img { max-width: 100%; height: auto; } + +hr { height: 1px; padding: 0; margin: 2rem 0; background-color: #eeebee; border: 0; } + +blockquote { margin: 10px 0; margin-block-start: 0; margin-inline-start: 0; padding-left: 1rem; border-left: 3px solid #eeebee; } + +.side-bar { z-index: 0; display: flex; flex-wrap: wrap; background-color: #f5f6fa; } +@media (min-width: 50rem) { .side-bar { flex-flow: column nowrap; position: fixed; width: 15.5rem; height: 100%; border-right: 1px solid #eeebee; align-items: flex-end; } } +@media (min-width: 66.5rem) { .side-bar { width: calc((100% - 66.5rem) / 2 + 16.5rem); min-width: 16.5rem; } } + +@media (min-width: 50rem) { .main { position: relative; max-width: 50rem; margin-left: 15.5rem; } } +@media (min-width: 66.5rem) { .main { margin-left: Max(16.5rem, calc((100% - 66.5rem) / 2 + 16.5rem)); } } + +.main-content-wrap { padding-right: 1rem; padding-left: 1rem; padding-top: 1rem; padding-bottom: 1rem; } +@media (min-width: 50rem) { .main-content-wrap { padding-right: 2rem; padding-left: 2rem; } } +@media (min-width: 50rem) { .main-content-wrap { padding-top: 2rem; padding-bottom: 2rem; } } + +.main-header { z-index: 0; display: none; background-color: #f5f6fa; } +@media (min-width: 50rem) { .main-header { display: flex; justify-content: space-between; height: 3.75rem; background-color: #fff; border-bottom: 1px solid #eeebee; } } +.main-header.nav-open { display: block; } +@media (min-width: 50rem) { .main-header.nav-open { display: flex; } } + +.site-nav, .site-header, .site-footer { width: 100%; } +@media (min-width: 66.5rem) { .site-nav, .site-header, .site-footer { width: 16.5rem; } } + +.site-nav { display: none; } +.site-nav.nav-open { display: block; } +@media (min-width: 50rem) { .site-nav { display: block; padding-top: 3rem; padding-bottom: 1rem; overflow-y: auto; flex: 1 1 auto; } } + +.site-header { display: flex; min-height: 3.75rem; align-items: center; } +@media (min-width: 50rem) { .site-header { height: 3.75rem; max-height: 3.75rem; border-bottom: 1px solid #eeebee; } } + +.site-title { padding-right: 1rem; padding-left: 1rem; flex-grow: 1; display: flex; height: 100%; align-items: center; padding-top: 0.75rem; padding-bottom: 0.75rem; color: #27262b; font-size: 1.125rem !important; } +@media (min-width: 50rem) { .site-title { padding-right: 2rem; padding-left: 2rem; } } +@media (min-width: 31.25rem) { .site-title { font-size: 1.5rem !important; line-height: 1.25; } } +@media (min-width: 50rem) { .site-title { padding-top: 0.5rem; padding-bottom: 0.5rem; } } + +.site-logo { width: 100%; height: 100%; background-image: url("/v1.0/assets/logo.svg"); background-repeat: no-repeat; background-position: left center; background-size: contain; } + +.site-button { display: flex; height: 100%; padding: 1rem; align-items: center; } + +@media (min-width: 50rem) { .site-header .site-button { display: none; } } +.site-title:hover { background-image: linear-gradient(-90deg, #ebedf5 0%, rgba(235, 237, 245, 0.8) 80%, rgba(235, 237, 245, 0) 100%); } + +.site-button:hover { background-image: linear-gradient(-90deg, #ebedf5 0%, rgba(235, 237, 245, 0.8) 100%); } + +body { position: relative; padding-bottom: 4rem; overflow-y: scroll; } +@media (min-width: 50rem) { body { position: static; padding-bottom: 0; } } + +.site-footer { padding-right: 1rem; padding-left: 1rem; position: absolute; bottom: 0; left: 0; padding-top: 1rem; padding-bottom: 1rem; color: #959396; font-size: 0.6875rem !important; } +@media (min-width: 50rem) { .site-footer { padding-right: 2rem; padding-left: 2rem; } } +@media (min-width: 31.25rem) { .site-footer { font-size: 0.75rem !important; } } +@media (min-width: 50rem) { .site-footer { position: static; justify-self: end; } } + +.icon { width: 1.5rem; height: 1.5rem; color: #7253ed; } + +.main-content { line-height: 1.6; } +.main-content ol, .main-content ul, .main-content dl, .main-content pre, .main-content address, .main-content blockquote, .main-content .table-wrapper { margin-top: 0.5em; } +.main-content a { overflow: hidden; text-overflow: ellipsis; } +.main-content ul, .main-content ol { padding-left: 1.5em; } +.main-content li .highlight { margin-top: 0.25rem; } +.main-content ol { list-style-type: none; counter-reset: step-counter; } +.main-content ol > li { position: relative; } +.main-content ol > li::before { position: absolute; top: 0.2em; left: -1.6em; color: #959396; content: counter(step-counter); counter-increment: step-counter; font-size: 0.75rem !important; } +@media (min-width: 31.25rem) { .main-content ol > li::before { font-size: 0.875rem !important; } } +@media (min-width: 31.25rem) { .main-content ol > li::before { top: 0.11em; } } +.main-content ol > li ol { counter-reset: sub-counter; } +.main-content ol > li ol > li::before { content: counter(sub-counter,lower-alpha); counter-increment: sub-counter; } +.main-content ul { list-style: none; } +.main-content ul > li::before { position: absolute; margin-left: -1.4em; color: #959396; content: "•"; } +.main-content .task-list-item::before { content: ""; } +.main-content .task-list-item-checkbox { margin-right: 0.6em; margin-left: -1.4em; } +.main-content hr + * { margin-top: 0; } +.main-content h1:first-of-type { margin-top: 0.5em; } +.main-content dl { display: grid; grid-template: auto / 10em 1fr; } +.main-content dt, .main-content dd { margin: 0.25em 0; } +.main-content dt { grid-column: 1; font-weight: 500; text-align: right; } +.main-content dt::after { content: ":"; } +.main-content dd { grid-column: 2; margin-bottom: 0; margin-left: 1em; } +.main-content dd blockquote:first-child, .main-content dd div:first-child, .main-content dd dl:first-child, .main-content dd dt:first-child, .main-content dd h1:first-child, .main-content dd h2:first-child, .main-content dd h3:first-child, .main-content dd h4:first-child, .main-content dd h5:first-child, .main-content dd h6:first-child, .main-content dd li:first-child, .main-content dd ol:first-child, .main-content dd p:first-child, .main-content dd pre:first-child, .main-content dd table:first-child, .main-content dd ul:first-child, .main-content dd .table-wrapper:first-child { margin-top: 0; } +.main-content dd dl:first-child dt:first-child, .main-content dd dl:first-child dd:nth-child(2), .main-content ol dl:first-child dt:first-child, .main-content ol dl:first-child dd:nth-child(2), .main-content ul dl:first-child dt:first-child, .main-content ul dl:first-child dd:nth-child(2) { margin-top: 0; } +.main-content .anchor-heading { position: absolute; right: -1rem; width: 1.5rem; height: 100%; padding-right: 0.25rem; padding-left: 0.25rem; overflow: visible; } +@media (min-width: 50rem) { .main-content .anchor-heading { right: auto; left: -1.5rem; } } +.main-content .anchor-heading svg { display: inline-block; width: 100%; height: 100%; color: #7253ed; visibility: hidden; } +.main-content .anchor-heading:hover svg, .main-content .anchor-heading:focus svg, .main-content h1:hover > .anchor-heading svg, .main-content h2:hover > .anchor-heading svg, .main-content h3:hover > .anchor-heading svg, .main-content h4:hover > .anchor-heading svg, .main-content h5:hover > .anchor-heading svg, .main-content h6:hover > .anchor-heading svg { visibility: visible; } +.main-content summary { cursor: pointer; } +.main-content h1, .main-content h2, .main-content h3, .main-content h4, .main-content h5, .main-content h6, .main-content #toctitle { position: relative; margin-top: 1.5em; margin-bottom: 0.25em; } +.main-content h1 + table, .main-content h1 + .table-wrapper, .main-content h1 + .code-example, .main-content h1 + .highlighter-rouge, .main-content h1 + .sectionbody .listingblock, .main-content h2 + table, .main-content h2 + .table-wrapper, .main-content h2 + .code-example, .main-content h2 + .highlighter-rouge, .main-content h2 + .sectionbody .listingblock, .main-content h3 + table, .main-content h3 + .table-wrapper, .main-content h3 + .code-example, .main-content h3 + .highlighter-rouge, .main-content h3 + .sectionbody .listingblock, .main-content h4 + table, .main-content h4 + .table-wrapper, .main-content h4 + .code-example, .main-content h4 + .highlighter-rouge, .main-content h4 + .sectionbody .listingblock, .main-content h5 + table, .main-content h5 + .table-wrapper, .main-content h5 + .code-example, .main-content h5 + .highlighter-rouge, .main-content h5 + .sectionbody .listingblock, .main-content h6 + table, .main-content h6 + .table-wrapper, .main-content h6 + .code-example, .main-content h6 + .highlighter-rouge, .main-content h6 + .sectionbody .listingblock, .main-content #toctitle + table, .main-content #toctitle + .table-wrapper, .main-content #toctitle + .code-example, .main-content #toctitle + .highlighter-rouge, .main-content #toctitle + .sectionbody .listingblock { margin-top: 1em; } +.main-content h1 + p:not(.label), .main-content h2 + p:not(.label), .main-content h3 + p:not(.label), .main-content h4 + p:not(.label), .main-content h5 + p:not(.label), .main-content h6 + p:not(.label), .main-content #toctitle + p:not(.label) { margin-top: 0; } +.main-content > h1:first-child, .main-content > h2:first-child, .main-content > h3:first-child, .main-content > h4:first-child, .main-content > h5:first-child, .main-content > h6:first-child, .main-content > .sect1:first-child > h2, .main-content > .sect2:first-child > h3, .main-content > .sect3:first-child > h4, .main-content > .sect4:first-child > h5, .main-content > .sect5:first-child > h6 { margin-top: 0.5rem; } + +.nav-list { padding: 0; margin-top: 0; margin-bottom: 0; list-style: none; } +.nav-list .nav-list-item { font-size: 0.875rem !important; position: relative; margin: 0; } +@media (min-width: 31.25rem) { .nav-list .nav-list-item { font-size: 1rem !important; } } +@media (min-width: 50rem) { .nav-list .nav-list-item { font-size: 0.75rem !important; } } +@media (min-width: 50rem) and (min-width: 31.25rem) { .nav-list .nav-list-item { font-size: 0.875rem !important; } } + +.nav-list .nav-list-item .nav-list-link { display: block; min-height: 3rem; padding-top: 0.25rem; padding-bottom: 0.25rem; line-height: 2.5rem; padding-right: 3rem; padding-left: 1rem; } +@media (min-width: 50rem) { .nav-list .nav-list-item .nav-list-link { min-height: 2rem; line-height: 1.5rem; padding-right: 2rem; padding-left: 2rem; } } +.nav-list .nav-list-item .nav-list-link.external > svg { width: 1rem; height: 1rem; vertical-align: text-bottom; } +.nav-list .nav-list-item .nav-list-link.active { font-weight: 600; text-decoration: none; } +.nav-list .nav-list-item .nav-list-link:hover, .nav-list .nav-list-item .nav-list-link.active { background-image: linear-gradient(-90deg, #ebedf5 0%, rgba(235, 237, 245, 0.8) 80%, rgba(235, 237, 245, 0) 100%); } +.nav-list .nav-list-item .nav-list-expander { position: absolute; right: 0; width: 3rem; height: 3rem; padding: 0.75rem; color: #7253ed; } +@media (min-width: 50rem) { .nav-list .nav-list-item .nav-list-expander { width: 2rem; height: 2rem; padding: 0.5rem; } } +.nav-list .nav-list-item .nav-list-expander:hover { background-image: linear-gradient(-90deg, #ebedf5 0%, rgba(235, 237, 245, 0.8) 100%); } +.nav-list .nav-list-item .nav-list-expander svg { transform: rotate(90deg); } +.nav-list .nav-list-item > .nav-list { display: none; padding-left: 0.75rem; list-style: none; } +.nav-list .nav-list-item > .nav-list .nav-list-item { position: relative; } +.nav-list .nav-list-item > .nav-list .nav-list-item .nav-list-link { color: #5c5962; } +.nav-list .nav-list-item > .nav-list .nav-list-item .nav-list-expander { color: #5c5962; } +.nav-list .nav-list-item.active > .nav-list-expander svg { transform: rotate(-90deg); } +.nav-list .nav-list-item.active > .nav-list { display: block; } + +.nav-category { padding: 0.5rem 1rem; font-weight: 600; text-align: start; text-transform: uppercase; border-bottom: 1px solid #eeebee; font-size: 0.6875rem !important; } +@media (min-width: 31.25rem) { .nav-category { font-size: 0.75rem !important; } } +@media (min-width: 50rem) { .nav-category { padding: 0.5rem 2rem; margin-top: 1rem; text-align: start; } + .nav-category:first-child { margin-top: 0; } } + +.nav-list.nav-category-list > .nav-list-item { margin: 0; } +.nav-list.nav-category-list > .nav-list-item > .nav-list { padding: 0; } +.nav-list.nav-category-list > .nav-list-item > .nav-list > .nav-list-item > .nav-list-link { color: #7253ed; } +.nav-list.nav-category-list > .nav-list-item > .nav-list > .nav-list-item > .nav-list-expander { color: #7253ed; } + +.aux-nav { height: 100%; overflow-x: auto; font-size: 0.6875rem !important; } +@media (min-width: 31.25rem) { .aux-nav { font-size: 0.75rem !important; } } +.aux-nav .aux-nav-list { display: flex; height: 100%; padding: 0; margin: 0; list-style: none; } +.aux-nav .aux-nav-list-item { display: inline-block; height: 100%; padding: 0; margin: 0; } +@media (min-width: 50rem) { .aux-nav { padding-right: 1rem; } } + +@media (min-width: 50rem) { .breadcrumb-nav { margin-top: -1rem; } } + +.breadcrumb-nav-list { padding-left: 0; margin-bottom: 0.75rem; list-style: none; } + +.breadcrumb-nav-list-item { display: table-cell; font-size: 0.6875rem !important; } +@media (min-width: 31.25rem) { .breadcrumb-nav-list-item { font-size: 0.75rem !important; } } +.breadcrumb-nav-list-item::before { display: none; } +.breadcrumb-nav-list-item::after { display: inline-block; margin-right: 0.5rem; margin-left: 0.5rem; color: #959396; content: "/"; } +.breadcrumb-nav-list-item:last-child::after { content: ""; } + +h1, .text-alpha { font-size: 2rem !important; line-height: 1.25; font-weight: 300; } +@media (min-width: 31.25rem) { h1, .text-alpha { font-size: 2.25rem !important; } } + +h2, .text-beta, #toctitle { font-size: 1.125rem !important; } +@media (min-width: 31.25rem) { h2, .text-beta, #toctitle { font-size: 1.5rem !important; line-height: 1.25; } } + +h3, .text-gamma { font-size: 1rem !important; } +@media (min-width: 31.25rem) { h3, .text-gamma { font-size: 1.125rem !important; } } + +h4, .text-delta { font-size: 0.6875rem !important; font-weight: 400; text-transform: uppercase; letter-spacing: 0.1em; } +@media (min-width: 31.25rem) { h4, .text-delta { font-size: 0.75rem !important; } } + +h4 code { text-transform: none; } + +h5, .text-epsilon { font-size: 0.75rem !important; } +@media (min-width: 31.25rem) { h5, .text-epsilon { font-size: 0.875rem !important; } } + +h6, .text-zeta { font-size: 0.6875rem !important; } +@media (min-width: 31.25rem) { h6, .text-zeta { font-size: 0.75rem !important; } } + +.text-small { font-size: 0.6875rem !important; } +@media (min-width: 31.25rem) { .text-small { font-size: 0.75rem !important; } } + +.text-mono { font-family: "SFMono-Regular", menlo, consolas, monospace !important; } + +.text-left { text-align: left !important; } + +.text-center { text-align: center !important; } + +.text-right { text-align: right !important; } + +.label:not(g), .label-blue:not(g) { display: inline-block; padding: 0.16em 0.56em; margin-right: 0.5rem; margin-left: 0.5rem; color: #fff; text-transform: uppercase; vertical-align: middle; background-color: #2869e6; font-size: 0.6875rem !important; border-radius: 12px; } +@media (min-width: 31.25rem) { .label:not(g), .label-blue:not(g) { font-size: 0.75rem !important; } } + +.label-green:not(g) { background-color: #009c7b; } + +.label-purple:not(g) { background-color: #5e41d0; } + +.label-red:not(g) { background-color: #e94c4c; } + +.label-yellow:not(g) { color: #44434d; background-color: #f7d12e; } + +.btn { display: inline-block; box-sizing: border-box; padding: 0.3em 1em; margin: 0; font-family: inherit; font-size: inherit; font-weight: 500; line-height: 1.5; color: #7253ed; text-decoration: none; vertical-align: baseline; cursor: pointer; background-color: #f7f7f7; border-width: 0; border-radius: 4px; box-shadow: 0 1px 2px rgba(0, 0, 0, 0.12), 0 3px 10px rgba(0, 0, 0, 0.08); appearance: none; } +.btn:focus { text-decoration: none; outline: none; box-shadow: 0 0 0 3px rgba(0, 0, 255, 0.25); } +.btn:focus:hover, .btn.selected:focus { box-shadow: 0 0 0 3px rgba(0, 0, 255, 0.25); } +.btn:hover, .btn.zeroclipboard-is-hover { color: #6a4aec; } +.btn:hover, .btn:active, .btn.zeroclipboard-is-hover, .btn.zeroclipboard-is-active { text-decoration: none; background-color: #f4f4f4; } +.btn:active, .btn.selected, .btn.zeroclipboard-is-active { background-color: #efefef; background-image: none; box-shadow: inset 0 2px 4px rgba(0, 0, 0, 0.15); } +.btn.selected:hover { background-color: #cfcfcf; } +.btn:disabled, .btn:disabled:hover, .btn.disabled, .btn.disabled:hover { color: rgba(102, 102, 102, 0.5); cursor: default; background-color: rgba(229, 229, 229, 0.5); background-image: none; box-shadow: none; } + +.btn-outline { color: #7253ed; background: transparent; box-shadow: inset 0 0 0 2px #e6e1e8; } +.btn-outline:hover, .btn-outline:active, .btn-outline.zeroclipboard-is-hover, .btn-outline.zeroclipboard-is-active { color: #6341eb; text-decoration: none; background-color: transparent; box-shadow: inset 0 0 0 3px #e6e1e8; } +.btn-outline:focus { text-decoration: none; outline: none; box-shadow: inset 0 0 0 2px #5c5962, 0 0 0 3px rgba(0, 0, 255, 0.25); } +.btn-outline:focus:hover, .btn-outline.selected:focus { box-shadow: inset 0 0 0 2px #5c5962; } + +.btn-primary { color: #fff; background-color: #5739ce; background-image: linear-gradient(#6f55d5, #5739ce); box-shadow: 0 1px 3px rgba(0, 0, 0, 0.25), 0 4px 10px rgba(0, 0, 0, 0.12); } +.btn-primary:hover, .btn-primary.zeroclipboard-is-hover { color: #fff; background-color: #5132cb; background-image: linear-gradient(#6549d2, #5132cb); } +.btn-primary:active, .btn-primary.selected, .btn-primary.zeroclipboard-is-active { background-color: #4f31c6; background-image: none; box-shadow: inset 0 2px 4px rgba(0, 0, 0, 0.15); } +.btn-primary.selected:hover { background-color: #472cb2; } + +.btn-purple { color: #fff; background-color: #5739ce; background-image: linear-gradient(#6f55d5, #5739ce); box-shadow: 0 1px 3px rgba(0, 0, 0, 0.25), 0 4px 10px rgba(0, 0, 0, 0.12); } +.btn-purple:hover, .btn-purple.zeroclipboard-is-hover { color: #fff; background-color: #5132cb; background-image: linear-gradient(#6549d2, #5132cb); } +.btn-purple:active, .btn-purple.selected, .btn-purple.zeroclipboard-is-active { background-color: #4f31c6; background-image: none; box-shadow: inset 0 2px 4px rgba(0, 0, 0, 0.15); } +.btn-purple.selected:hover { background-color: #472cb2; } + +.btn-blue { color: #fff; background-color: #227efa; background-image: linear-gradient(#4593fb, #227efa); box-shadow: 0 1px 3px rgba(0, 0, 0, 0.25), 0 4px 10px rgba(0, 0, 0, 0.12); } +.btn-blue:hover, .btn-blue.zeroclipboard-is-hover { color: #fff; background-color: #1878fa; background-image: linear-gradient(#368afa, #1878fa); } +.btn-blue:active, .btn-blue.selected, .btn-blue.zeroclipboard-is-active { background-color: #1375f9; background-image: none; box-shadow: inset 0 2px 4px rgba(0, 0, 0, 0.15); } +.btn-blue.selected:hover { background-color: #0669ed; } + +.btn-green { color: #fff; background-color: #10ac7d; background-image: linear-gradient(#13cc95, #10ac7d); box-shadow: 0 1px 3px rgba(0, 0, 0, 0.25), 0 4px 10px rgba(0, 0, 0, 0.12); } +.btn-green:hover, .btn-green.zeroclipboard-is-hover { color: #fff; background-color: #0fa276; background-image: linear-gradient(#12be8b, #0fa276); } +.btn-green:active, .btn-green.selected, .btn-green.zeroclipboard-is-active { background-color: #0f9e73; background-image: none; box-shadow: inset 0 2px 4px rgba(0, 0, 0, 0.15); } +.btn-green.selected:hover { background-color: #0d8662; } + +.btn-reset { background: none; border: none; margin: 0; text-align: inherit; font: inherit; border-radius: 0; appearance: none; } + +.search { position: relative; z-index: 2; flex-grow: 1; height: 4rem; padding: 0.5rem; transition: padding linear 200ms; } +@media (min-width: 50rem) { .search { position: relative !important; width: auto !important; height: 100% !important; padding: 0; transition: none; } } + +.search-input-wrap { position: relative; z-index: 1; height: 3rem; overflow: hidden; border-radius: 4px; box-shadow: 0 1px 2px rgba(0, 0, 0, 0.12), 0 3px 10px rgba(0, 0, 0, 0.08); transition: height linear 200ms; } +@media (min-width: 50rem) { .search-input-wrap { position: absolute; width: 100%; max-width: 33.5rem; height: 100% !important; border-radius: 0; box-shadow: none; transition: width ease 400ms; } } + +.search-input { position: absolute; width: 100%; height: 100%; padding: 0.5rem 1rem 0.5rem 2.5rem; font-size: 1rem; color: #5c5962; background-color: #fff; border-top: 0; border-right: 0; border-bottom: 0; border-left: 0; border-radius: 0; } +@media (min-width: 50rem) { .search-input { padding: 0.5rem 1rem 0.5rem 3.5rem; font-size: 0.875rem; background-color: #fff; transition: padding-left linear 200ms; } } +.search-input:focus { outline: 0; } +.search-input:focus + .search-label .search-icon { color: #7253ed; } + +.search-label { position: absolute; display: flex; height: 100%; padding-left: 1rem; } +@media (min-width: 50rem) { .search-label { padding-left: 2rem; transition: padding-left linear 200ms; } } +.search-label .search-icon { width: 1.2rem; height: 1.2rem; align-self: center; color: #959396; } + +.search-results { position: absolute; left: 0; display: none; width: 100%; max-height: calc(100% - 4rem); overflow-y: auto; background-color: #fff; border-bottom-right-radius: 4px; border-bottom-left-radius: 4px; box-shadow: 0 1px 2px rgba(0, 0, 0, 0.12), 0 3px 10px rgba(0, 0, 0, 0.08); } +@media (min-width: 50rem) { .search-results { top: 100%; width: 33.5rem; max-height: calc(100vh - 200%) !important; } } + +.search-results-list { padding-left: 0; margin-bottom: 0.25rem; list-style: none; font-size: 0.875rem !important; } +@media (min-width: 31.25rem) { .search-results-list { font-size: 1rem !important; } } +@media (min-width: 50rem) { .search-results-list { font-size: 0.75rem !important; } } +@media (min-width: 50rem) and (min-width: 31.25rem) { .search-results-list { font-size: 0.875rem !important; } } + +.search-results-list-item { padding: 0; margin: 0; } + +.search-result { display: block; padding: 0.25rem 0.75rem; } +.search-result:hover, .search-result.active { background-color: #ebedf5; } + +.search-result-title { display: block; padding-top: 0.5rem; padding-bottom: 0.5rem; } +@media (min-width: 31.25rem) { .search-result-title { display: inline-block; width: 40%; padding-right: 0.5rem; vertical-align: top; } } + +.search-result-doc { display: flex; align-items: center; word-wrap: break-word; } +.search-result-doc.search-result-doc-parent { opacity: 0.5; font-size: 0.75rem !important; } +@media (min-width: 31.25rem) { .search-result-doc.search-result-doc-parent { font-size: 0.875rem !important; } } +@media (min-width: 50rem) { .search-result-doc.search-result-doc-parent { font-size: 0.6875rem !important; } } +@media (min-width: 50rem) and (min-width: 31.25rem) { .search-result-doc.search-result-doc-parent { font-size: 0.75rem !important; } } + +.search-result-doc .search-result-icon { width: 1rem; height: 1rem; margin-right: 0.5rem; color: #7253ed; flex-shrink: 0; } +.search-result-doc .search-result-doc-title { overflow: auto; } + +.search-result-section { margin-left: 1.5rem; word-wrap: break-word; } + +.search-result-rel-url { display: block; margin-left: 1.5rem; overflow: hidden; color: #959396; text-overflow: ellipsis; white-space: nowrap; font-size: 0.5625rem !important; } +@media (min-width: 31.25rem) { .search-result-rel-url { font-size: 0.625rem !important; } } + +.search-result-previews { display: block; padding-top: 0.5rem; padding-bottom: 0.5rem; padding-left: 1rem; margin-left: 0.5rem; color: #959396; word-wrap: break-word; border-left: 1px solid; border-left-color: #eeebee; font-size: 0.6875rem !important; } +@media (min-width: 31.25rem) { .search-result-previews { font-size: 0.75rem !important; } } +@media (min-width: 31.25rem) { .search-result-previews { display: inline-block; width: 60%; padding-left: 0.5rem; margin-left: 0; vertical-align: top; } } + +.search-result-preview + .search-result-preview { margin-top: 0.25rem; } + +.search-result-highlight { font-weight: bold; } + +.search-no-result { padding: 0.5rem 0.75rem; font-size: 0.75rem !important; } +@media (min-width: 31.25rem) { .search-no-result { font-size: 0.875rem !important; } } + +.search-button { position: fixed; right: 1rem; bottom: 1rem; display: flex; width: 3.5rem; height: 3.5rem; background-color: #fff; border: 1px solid rgba(114, 83, 237, 0.3); border-radius: 1.75rem; box-shadow: 0 1px 2px rgba(0, 0, 0, 0.12), 0 3px 10px rgba(0, 0, 0, 0.08); align-items: center; justify-content: center; } + +.search-overlay { position: fixed; top: 0; left: 0; z-index: 1; width: 0; height: 0; background-color: rgba(0, 0, 0, 0.3); opacity: 0; transition: opacity ease 400ms, width 0s 400ms, height 0s 400ms; } + +.search-active .search { position: fixed; top: 0; left: 0; width: 100%; height: 100%; padding: 0; } +.search-active .search-input-wrap { height: 4rem; border-radius: 0; } +@media (min-width: 50rem) { .search-active .search-input-wrap { width: 33.5rem; box-shadow: 0 1px 2px rgba(0, 0, 0, 0.12), 0 3px 10px rgba(0, 0, 0, 0.08); } } +.search-active .search-input { background-color: #fff; } +@media (min-width: 50rem) { .search-active .search-input { padding-left: 2.3rem; } } +@media (min-width: 50rem) { .search-active .search-label { padding-left: 0.6rem; } } +.search-active .search-results { display: block; } +.search-active .search-overlay { width: 100%; height: 100%; opacity: 1; transition: opacity ease 400ms, width 0s, height 0s; } +@media (min-width: 50rem) { .search-active .main { position: fixed; right: 0; left: 0; } } +.search-active .main-header { padding-top: 4rem; } +@media (min-width: 50rem) { .search-active .main-header { padding-top: 0; } } + +.table-wrapper { display: block; width: 100%; max-width: 100%; margin-bottom: 1.5rem; overflow-x: auto; border-radius: 4px; box-shadow: 0 1px 2px rgba(0, 0, 0, 0.12), 0 3px 10px rgba(0, 0, 0, 0.08); } + +table { display: table; min-width: 100%; border-collapse: separate; } + +th, td { font-size: 0.75rem !important; min-width: 7.5rem; padding: 0.5rem 0.75rem; background-color: #fff; border-bottom: 1px solid rgba(238, 235, 238, 0.5); border-left: 1px solid #eeebee; } +@media (min-width: 31.25rem) { th, td { font-size: 0.875rem !important; } } +th:first-of-type, td:first-of-type { border-left: 0; } + +tbody tr:last-of-type th, tbody tr:last-of-type td { border-bottom: 0; } +tbody tr:last-of-type td { padding-bottom: 0.75rem; } + +thead th { border-bottom: 1px solid #eeebee; } + +:not(pre, figure) > code { padding: 0.2em 0.15em; font-weight: 400; background-color: #f5f6fa; border: 1px solid #eeebee; border-radius: 4px; } + +a:visited code { border-color: #eeebee; } + +div.highlighter-rouge, div.listingblock > div.content, figure.highlight { margin-top: 0; margin-bottom: 0.75rem; background-color: #f5f6fa; border-radius: 4px; box-shadow: none; -webkit-overflow-scrolling: touch; position: relative; padding: 0; } +div.highlighter-rouge > button, div.listingblock > div.content > button, figure.highlight > button { width: 0.75rem; opacity: 0; position: absolute; top: 0; right: 0; border: 0.75rem solid #f5f6fa; background-color: #f5f6fa; color: #5c5962; box-sizing: content-box; } +div.highlighter-rouge > button svg, div.listingblock > div.content > button svg, figure.highlight > button svg { fill: #5c5962; } +div.highlighter-rouge > button:active, div.listingblock > div.content > button:active, figure.highlight > button:active { text-decoration: none; outline: none; opacity: 1; } +div.highlighter-rouge > button:focus, div.listingblock > div.content > button:focus, figure.highlight > button:focus { opacity: 1; } +div.highlighter-rouge:hover > button, div.listingblock > div.content:hover > button, figure.highlight:hover > button { cursor: copy; opacity: 1; } + +div.highlighter-rouge div.highlight { overflow-x: auto; padding: 0.75rem; margin: 0; border: 0; } +div.highlighter-rouge pre.highlight, div.highlighter-rouge code { padding: 0; margin: 0; border: 0; } + +div.listingblock { margin-top: 0; margin-bottom: 0.75rem; } +div.listingblock div.content { overflow-x: auto; padding: 0.75rem; margin: 0; border: 0; } +div.listingblock div.content > pre, div.listingblock code { padding: 0; margin: 0; border: 0; } + +figure.highlight pre, figure.highlight :not(pre) > code { overflow-x: auto; padding: 0.75rem; margin: 0; border: 0; } + +.highlight .table-wrapper { padding: 0.75rem 0; margin: 0; border: 0; box-shadow: none; } +.highlight .table-wrapper td, .highlight .table-wrapper pre { font-size: 0.6875rem !important; min-width: 0; padding: 0; background-color: #f5f6fa; border: 0; } +@media (min-width: 31.25rem) { .highlight .table-wrapper td, .highlight .table-wrapper pre { font-size: 0.75rem !important; } } +.highlight .table-wrapper td.gl { width: 1em; padding-right: 0.75rem; padding-left: 0.75rem; } +.highlight .table-wrapper pre { margin: 0; line-height: 2; } + +.code-example, .listingblock > .title { padding: 0.75rem; margin-bottom: 0.75rem; overflow: auto; border: 1px solid #eeebee; border-radius: 4px; } +.code-example + .highlighter-rouge, .code-example + .sectionbody .listingblock, .code-example + .content, .code-example + figure.highlight, .listingblock > .title + .highlighter-rouge, .listingblock > .title + .sectionbody .listingblock, .listingblock > .title + .content, .listingblock > .title + figure.highlight { position: relative; margin-top: -1rem; border-right: 1px solid #eeebee; border-bottom: 1px solid #eeebee; border-left: 1px solid #eeebee; border-top-left-radius: 0; border-top-right-radius: 0; } + +code.language-mermaid { padding: 0; background-color: inherit; border: 0; } + +.highlight, pre.highlight { background: #f5f6fa; color: #5c5962; } + +.highlight pre { background: #f5f6fa; } + +.text-grey-dk-000 { color: #959396 !important; } + +.text-grey-dk-100 { color: #5c5962 !important; } + +.text-grey-dk-200 { color: #44434d !important; } + +.text-grey-dk-250 { color: #302d36 !important; } + +.text-grey-dk-300 { color: #27262b !important; } + +.text-grey-lt-000 { color: #f5f6fa !important; } + +.text-grey-lt-100 { color: #eeebee !important; } + +.text-grey-lt-200 { color: #ecebed !important; } + +.text-grey-lt-300 { color: #e6e1e8 !important; } + +.text-blue-000 { color: #2c84fa !important; } + +.text-blue-100 { color: #2869e6 !important; } + +.text-blue-200 { color: #264caf !important; } + +.text-blue-300 { color: #183385 !important; } + +.text-green-000 { color: #41d693 !important; } + +.text-green-100 { color: #11b584 !important; } + +.text-green-200 { color: #009c7b !important; } + +.text-green-300 { color: #026e57 !important; } + +.text-purple-000 { color: #7253ed !important; } + +.text-purple-100 { color: #5e41d0 !important; } + +.text-purple-200 { color: #4e26af !important; } + +.text-purple-300 { color: #381885 !important; } + +.text-yellow-000 { color: #ffeb82 !important; } + +.text-yellow-100 { color: #fadf50 !important; } + +.text-yellow-200 { color: #f7d12e !important; } + +.text-yellow-300 { color: #e7af06 !important; } + +.text-red-000 { color: #f77e7e !important; } + +.text-red-100 { color: #f96e65 !important; } + +.text-red-200 { color: #e94c4c !important; } + +.text-red-300 { color: #dd2e2e !important; } + +.bg-grey-dk-000 { background-color: #959396 !important; } + +.bg-grey-dk-100 { background-color: #5c5962 !important; } + +.bg-grey-dk-200 { background-color: #44434d !important; } + +.bg-grey-dk-250 { background-color: #302d36 !important; } + +.bg-grey-dk-300 { background-color: #27262b !important; } + +.bg-grey-lt-000 { background-color: #f5f6fa !important; } + +.bg-grey-lt-100 { background-color: #eeebee !important; } + +.bg-grey-lt-200 { background-color: #ecebed !important; } + +.bg-grey-lt-300 { background-color: #e6e1e8 !important; } + +.bg-blue-000 { background-color: #2c84fa !important; } + +.bg-blue-100 { background-color: #2869e6 !important; } + +.bg-blue-200 { background-color: #264caf !important; } + +.bg-blue-300 { background-color: #183385 !important; } + +.bg-green-000 { background-color: #41d693 !important; } + +.bg-green-100 { background-color: #11b584 !important; } + +.bg-green-200 { background-color: #009c7b !important; } + +.bg-green-300 { background-color: #026e57 !important; } + +.bg-purple-000 { background-color: #7253ed !important; } + +.bg-purple-100 { background-color: #5e41d0 !important; } + +.bg-purple-200 { background-color: #4e26af !important; } + +.bg-purple-300 { background-color: #381885 !important; } + +.bg-yellow-000 { background-color: #ffeb82 !important; } + +.bg-yellow-100 { background-color: #fadf50 !important; } + +.bg-yellow-200 { background-color: #f7d12e !important; } + +.bg-yellow-300 { background-color: #e7af06 !important; } + +.bg-red-000 { background-color: #f77e7e !important; } + +.bg-red-100 { background-color: #f96e65 !important; } + +.bg-red-200 { background-color: #e94c4c !important; } + +.bg-red-300 { background-color: #dd2e2e !important; } + +.d-block { display: block !important; } + +.d-flex { display: flex !important; } + +.d-inline { display: inline !important; } + +.d-inline-block { display: inline-block !important; } + +.d-none { display: none !important; } + +@media (min-width: 20rem) { .d-xs-block { display: block !important; } + .d-xs-flex { display: flex !important; } + .d-xs-inline { display: inline !important; } + .d-xs-inline-block { display: inline-block !important; } + .d-xs-none { display: none !important; } } +@media (min-width: 20rem) { .d-xs-block { display: block !important; } + .d-xs-flex { display: flex !important; } + .d-xs-inline { display: inline !important; } + .d-xs-inline-block { display: inline-block !important; } + .d-xs-none { display: none !important; } } +@media (min-width: 20rem) { .d-xs-block { display: block !important; } + .d-xs-flex { display: flex !important; } + .d-xs-inline { display: inline !important; } + .d-xs-inline-block { display: inline-block !important; } + .d-xs-none { display: none !important; } } +@media (min-width: 20rem) { .d-xs-block { display: block !important; } + .d-xs-flex { display: flex !important; } + .d-xs-inline { display: inline !important; } + .d-xs-inline-block { display: inline-block !important; } + .d-xs-none { display: none !important; } } +@media (min-width: 20rem) { .d-xs-block { display: block !important; } + .d-xs-flex { display: flex !important; } + .d-xs-inline { display: inline !important; } + .d-xs-inline-block { display: inline-block !important; } + .d-xs-none { display: none !important; } } +@media (min-width: 20rem) { .d-xs-block { display: block !important; } + .d-xs-flex { display: flex !important; } + .d-xs-inline { display: inline !important; } + .d-xs-inline-block { display: inline-block !important; } + .d-xs-none { display: none !important; } } +@media (min-width: 20rem) { .d-xs-block { display: block !important; } + .d-xs-flex { display: flex !important; } + .d-xs-inline { display: inline !important; } + .d-xs-inline-block { display: inline-block !important; } + .d-xs-none { display: none !important; } } +@media (min-width: 20rem) { .d-xs-block { display: block !important; } + .d-xs-flex { display: flex !important; } + .d-xs-inline { display: inline !important; } + .d-xs-inline-block { display: inline-block !important; } + .d-xs-none { display: none !important; } } +@media (min-width: 20rem) { .d-xs-block { display: block !important; } + .d-xs-flex { display: flex !important; } + .d-xs-inline { display: inline !important; } + .d-xs-inline-block { display: inline-block !important; } + .d-xs-none { display: none !important; } } +@media (min-width: 20rem) { .d-xs-block { display: block !important; } + .d-xs-flex { display: flex !important; } + .d-xs-inline { display: inline !important; } + .d-xs-inline-block { display: inline-block !important; } + .d-xs-none { display: none !important; } } +@media (min-width: 20rem) { .d-xs-block { display: block !important; } + .d-xs-flex { display: flex !important; } + .d-xs-inline { display: inline !important; } + .d-xs-inline-block { display: inline-block !important; } + .d-xs-none { display: none !important; } } +@media (min-width: 31.25rem) { .d-sm-block { display: block !important; } + .d-sm-flex { display: flex !important; } + .d-sm-inline { display: inline !important; } + .d-sm-inline-block { display: inline-block !important; } + .d-sm-none { display: none !important; } } +@media (min-width: 31.25rem) { .d-sm-block { display: block !important; } + .d-sm-flex { display: flex !important; } + .d-sm-inline { display: inline !important; } + .d-sm-inline-block { display: inline-block !important; } + .d-sm-none { display: none !important; } } +@media (min-width: 31.25rem) { .d-sm-block { display: block !important; } + .d-sm-flex { display: flex !important; } + .d-sm-inline { display: inline !important; } + .d-sm-inline-block { display: inline-block !important; } + .d-sm-none { display: none !important; } } +@media (min-width: 31.25rem) { .d-sm-block { display: block !important; } + .d-sm-flex { display: flex !important; } + .d-sm-inline { display: inline !important; } + .d-sm-inline-block { display: inline-block !important; } + .d-sm-none { display: none !important; } } +@media (min-width: 31.25rem) { .d-sm-block { display: block !important; } + .d-sm-flex { display: flex !important; } + .d-sm-inline { display: inline !important; } + .d-sm-inline-block { display: inline-block !important; } + .d-sm-none { display: none !important; } } +@media (min-width: 31.25rem) { .d-sm-block { display: block !important; } + .d-sm-flex { display: flex !important; } + .d-sm-inline { display: inline !important; } + .d-sm-inline-block { display: inline-block !important; } + .d-sm-none { display: none !important; } } +@media (min-width: 31.25rem) { .d-sm-block { display: block !important; } + .d-sm-flex { display: flex !important; } + .d-sm-inline { display: inline !important; } + .d-sm-inline-block { display: inline-block !important; } + .d-sm-none { display: none !important; } } +@media (min-width: 31.25rem) { .d-sm-block { display: block !important; } + .d-sm-flex { display: flex !important; } + .d-sm-inline { display: inline !important; } + .d-sm-inline-block { display: inline-block !important; } + .d-sm-none { display: none !important; } } +@media (min-width: 31.25rem) { .d-sm-block { display: block !important; } + .d-sm-flex { display: flex !important; } + .d-sm-inline { display: inline !important; } + .d-sm-inline-block { display: inline-block !important; } + .d-sm-none { display: none !important; } } +@media (min-width: 31.25rem) { .d-sm-block { display: block !important; } + .d-sm-flex { display: flex !important; } + .d-sm-inline { display: inline !important; } + .d-sm-inline-block { display: inline-block !important; } + .d-sm-none { display: none !important; } } +@media (min-width: 31.25rem) { .d-sm-block { display: block !important; } + .d-sm-flex { display: flex !important; } + .d-sm-inline { display: inline !important; } + .d-sm-inline-block { display: inline-block !important; } + .d-sm-none { display: none !important; } } +@media (min-width: 50rem) { .d-md-block { display: block !important; } + .d-md-flex { display: flex !important; } + .d-md-inline { display: inline !important; } + .d-md-inline-block { display: inline-block !important; } + .d-md-none { display: none !important; } } +@media (min-width: 50rem) { .d-md-block { display: block !important; } + .d-md-flex { display: flex !important; } + .d-md-inline { display: inline !important; } + .d-md-inline-block { display: inline-block !important; } + .d-md-none { display: none !important; } } +@media (min-width: 50rem) { .d-md-block { display: block !important; } + .d-md-flex { display: flex !important; } + .d-md-inline { display: inline !important; } + .d-md-inline-block { display: inline-block !important; } + .d-md-none { display: none !important; } } +@media (min-width: 50rem) { .d-md-block { display: block !important; } + .d-md-flex { display: flex !important; } + .d-md-inline { display: inline !important; } + .d-md-inline-block { display: inline-block !important; } + .d-md-none { display: none !important; } } +@media (min-width: 50rem) { .d-md-block { display: block !important; } + .d-md-flex { display: flex !important; } + .d-md-inline { display: inline !important; } + .d-md-inline-block { display: inline-block !important; } + .d-md-none { display: none !important; } } +@media (min-width: 50rem) { .d-md-block { display: block !important; } + .d-md-flex { display: flex !important; } + .d-md-inline { display: inline !important; } + .d-md-inline-block { display: inline-block !important; } + .d-md-none { display: none !important; } } +@media (min-width: 50rem) { .d-md-block { display: block !important; } + .d-md-flex { display: flex !important; } + .d-md-inline { display: inline !important; } + .d-md-inline-block { display: inline-block !important; } + .d-md-none { display: none !important; } } +@media (min-width: 50rem) { .d-md-block { display: block !important; } + .d-md-flex { display: flex !important; } + .d-md-inline { display: inline !important; } + .d-md-inline-block { display: inline-block !important; } + .d-md-none { display: none !important; } } +@media (min-width: 50rem) { .d-md-block { display: block !important; } + .d-md-flex { display: flex !important; } + .d-md-inline { display: inline !important; } + .d-md-inline-block { display: inline-block !important; } + .d-md-none { display: none !important; } } +@media (min-width: 50rem) { .d-md-block { display: block !important; } + .d-md-flex { display: flex !important; } + .d-md-inline { display: inline !important; } + .d-md-inline-block { display: inline-block !important; } + .d-md-none { display: none !important; } } +@media (min-width: 50rem) { .d-md-block { display: block !important; } + .d-md-flex { display: flex !important; } + .d-md-inline { display: inline !important; } + .d-md-inline-block { display: inline-block !important; } + .d-md-none { display: none !important; } } +@media (min-width: 66.5rem) { .d-lg-block { display: block !important; } + .d-lg-flex { display: flex !important; } + .d-lg-inline { display: inline !important; } + .d-lg-inline-block { display: inline-block !important; } + .d-lg-none { display: none !important; } } +@media (min-width: 66.5rem) { .d-lg-block { display: block !important; } + .d-lg-flex { display: flex !important; } + .d-lg-inline { display: inline !important; } + .d-lg-inline-block { display: inline-block !important; } + .d-lg-none { display: none !important; } } +@media (min-width: 66.5rem) { .d-lg-block { display: block !important; } + .d-lg-flex { display: flex !important; } + .d-lg-inline { display: inline !important; } + .d-lg-inline-block { display: inline-block !important; } + .d-lg-none { display: none !important; } } +@media (min-width: 66.5rem) { .d-lg-block { display: block !important; } + .d-lg-flex { display: flex !important; } + .d-lg-inline { display: inline !important; } + .d-lg-inline-block { display: inline-block !important; } + .d-lg-none { display: none !important; } } +@media (min-width: 66.5rem) { .d-lg-block { display: block !important; } + .d-lg-flex { display: flex !important; } + .d-lg-inline { display: inline !important; } + .d-lg-inline-block { display: inline-block !important; } + .d-lg-none { display: none !important; } } +@media (min-width: 66.5rem) { .d-lg-block { display: block !important; } + .d-lg-flex { display: flex !important; } + .d-lg-inline { display: inline !important; } + .d-lg-inline-block { display: inline-block !important; } + .d-lg-none { display: none !important; } } +@media (min-width: 66.5rem) { .d-lg-block { display: block !important; } + .d-lg-flex { display: flex !important; } + .d-lg-inline { display: inline !important; } + .d-lg-inline-block { display: inline-block !important; } + .d-lg-none { display: none !important; } } +@media (min-width: 66.5rem) { .d-lg-block { display: block !important; } + .d-lg-flex { display: flex !important; } + .d-lg-inline { display: inline !important; } + .d-lg-inline-block { display: inline-block !important; } + .d-lg-none { display: none !important; } } +@media (min-width: 66.5rem) { .d-lg-block { display: block !important; } + .d-lg-flex { display: flex !important; } + .d-lg-inline { display: inline !important; } + .d-lg-inline-block { display: inline-block !important; } + .d-lg-none { display: none !important; } } +@media (min-width: 66.5rem) { .d-lg-block { display: block !important; } + .d-lg-flex { display: flex !important; } + .d-lg-inline { display: inline !important; } + .d-lg-inline-block { display: inline-block !important; } + .d-lg-none { display: none !important; } } +@media (min-width: 66.5rem) { .d-lg-block { display: block !important; } + .d-lg-flex { display: flex !important; } + .d-lg-inline { display: inline !important; } + .d-lg-inline-block { display: inline-block !important; } + .d-lg-none { display: none !important; } } +@media (min-width: 87.5rem) { .d-xl-block { display: block !important; } + .d-xl-flex { display: flex !important; } + .d-xl-inline { display: inline !important; } + .d-xl-inline-block { display: inline-block !important; } + .d-xl-none { display: none !important; } } +@media (min-width: 87.5rem) { .d-xl-block { display: block !important; } + .d-xl-flex { display: flex !important; } + .d-xl-inline { display: inline !important; } + .d-xl-inline-block { display: inline-block !important; } + .d-xl-none { display: none !important; } } +@media (min-width: 87.5rem) { .d-xl-block { display: block !important; } + .d-xl-flex { display: flex !important; } + .d-xl-inline { display: inline !important; } + .d-xl-inline-block { display: inline-block !important; } + .d-xl-none { display: none !important; } } +@media (min-width: 87.5rem) { .d-xl-block { display: block !important; } + .d-xl-flex { display: flex !important; } + .d-xl-inline { display: inline !important; } + .d-xl-inline-block { display: inline-block !important; } + .d-xl-none { display: none !important; } } +@media (min-width: 87.5rem) { .d-xl-block { display: block !important; } + .d-xl-flex { display: flex !important; } + .d-xl-inline { display: inline !important; } + .d-xl-inline-block { display: inline-block !important; } + .d-xl-none { display: none !important; } } +@media (min-width: 87.5rem) { .d-xl-block { display: block !important; } + .d-xl-flex { display: flex !important; } + .d-xl-inline { display: inline !important; } + .d-xl-inline-block { display: inline-block !important; } + .d-xl-none { display: none !important; } } +@media (min-width: 87.5rem) { .d-xl-block { display: block !important; } + .d-xl-flex { display: flex !important; } + .d-xl-inline { display: inline !important; } + .d-xl-inline-block { display: inline-block !important; } + .d-xl-none { display: none !important; } } +@media (min-width: 87.5rem) { .d-xl-block { display: block !important; } + .d-xl-flex { display: flex !important; } + .d-xl-inline { display: inline !important; } + .d-xl-inline-block { display: inline-block !important; } + .d-xl-none { display: none !important; } } +@media (min-width: 87.5rem) { .d-xl-block { display: block !important; } + .d-xl-flex { display: flex !important; } + .d-xl-inline { display: inline !important; } + .d-xl-inline-block { display: inline-block !important; } + .d-xl-none { display: none !important; } } +@media (min-width: 87.5rem) { .d-xl-block { display: block !important; } + .d-xl-flex { display: flex !important; } + .d-xl-inline { display: inline !important; } + .d-xl-inline-block { display: inline-block !important; } + .d-xl-none { display: none !important; } } +@media (min-width: 87.5rem) { .d-xl-block { display: block !important; } + .d-xl-flex { display: flex !important; } + .d-xl-inline { display: inline !important; } + .d-xl-inline-block { display: inline-block !important; } + .d-xl-none { display: none !important; } } +.float-left { float: left !important; } + +.float-right { float: right !important; } + +.flex-justify-start { justify-content: flex-start !important; } + +.flex-justify-end { justify-content: flex-end !important; } + +.flex-justify-between { justify-content: space-between !important; } + +.flex-justify-around { justify-content: space-around !important; } + +.v-align-baseline { vertical-align: baseline !important; } + +.v-align-bottom { vertical-align: bottom !important; } + +.v-align-middle { vertical-align: middle !important; } + +.v-align-text-bottom { vertical-align: text-bottom !important; } + +.v-align-text-top { vertical-align: text-top !important; } + +.v-align-top { vertical-align: top !important; } + +.fs-1 { font-size: 0.5625rem !important; } +@media (min-width: 31.25rem) { .fs-1 { font-size: 0.625rem !important; } } + +.fs-2 { font-size: 0.6875rem !important; } +@media (min-width: 31.25rem) { .fs-2 { font-size: 0.75rem !important; } } + +.fs-3 { font-size: 0.75rem !important; } +@media (min-width: 31.25rem) { .fs-3 { font-size: 0.875rem !important; } } + +.fs-4 { font-size: 0.875rem !important; } +@media (min-width: 31.25rem) { .fs-4 { font-size: 1rem !important; } } + +.fs-5 { font-size: 1rem !important; } +@media (min-width: 31.25rem) { .fs-5 { font-size: 1.125rem !important; } } + +.fs-6 { font-size: 1.125rem !important; } +@media (min-width: 31.25rem) { .fs-6 { font-size: 1.5rem !important; line-height: 1.25; } } + +.fs-7 { font-size: 1.5rem !important; line-height: 1.25; } +@media (min-width: 31.25rem) { .fs-7 { font-size: 2rem !important; } } + +.fs-8 { font-size: 2rem !important; line-height: 1.25; } +@media (min-width: 31.25rem) { .fs-8 { font-size: 2.25rem !important; } } + +.fs-9 { font-size: 2.25rem !important; line-height: 1.25; } +@media (min-width: 31.25rem) { .fs-9 { font-size: 2.625rem !important; } } + +.fs-10 { font-size: 2.625rem !important; line-height: 1.25; } +@media (min-width: 31.25rem) { .fs-10 { font-size: 3rem !important; } } + +.fw-300 { font-weight: 300 !important; } + +.fw-400 { font-weight: 400 !important; } + +.fw-500 { font-weight: 500 !important; } + +.fw-700 { font-weight: 700 !important; } + +.lh-0 { line-height: 0 !important; } + +.lh-default { line-height: 1.4; } + +.lh-tight { line-height: 1.25; } + +.ls-5 { letter-spacing: 0.05em !important; } + +.ls-10 { letter-spacing: 0.1em !important; } + +.ls-0 { letter-spacing: 0 !important; } + +.text-uppercase { text-transform: uppercase !important; } + +.list-style-none { padding: 0 !important; margin: 0 !important; list-style: none !important; } +.list-style-none li::before { display: none !important; } + +.mx-auto { margin-right: auto !important; margin-left: auto !important; } + +.m-0 { margin: 0 !important; } + +.mt-0 { margin-top: 0 !important; } + +.mr-0 { margin-right: 0 !important; } + +.mb-0 { margin-bottom: 0 !important; } + +.ml-0 { margin-left: 0 !important; } + +.mx-0 { margin-right: 0 !important; margin-left: 0 !important; } + +.my-0 { margin-top: 0 !important; margin-bottom: 0 !important; } + +.mxn-0 { margin-right: -0 !important; margin-left: -0 !important; } + +.mx-0-auto { margin-right: auto !important; margin-left: auto !important; } + +.m-1 { margin: 0.25rem !important; } + +.mt-1 { margin-top: 0.25rem !important; } + +.mr-1 { margin-right: 0.25rem !important; } + +.mb-1 { margin-bottom: 0.25rem !important; } + +.ml-1 { margin-left: 0.25rem !important; } + +.mx-1 { margin-right: 0.25rem !important; margin-left: 0.25rem !important; } + +.my-1 { margin-top: 0.25rem !important; margin-bottom: 0.25rem !important; } + +.mxn-1 { margin-right: -0.25rem !important; margin-left: -0.25rem !important; } + +.mx-1-auto { margin-right: auto !important; margin-left: auto !important; } + +.m-2 { margin: 0.5rem !important; } + +.mt-2 { margin-top: 0.5rem !important; } + +.mr-2 { margin-right: 0.5rem !important; } + +.mb-2 { margin-bottom: 0.5rem !important; } + +.ml-2 { margin-left: 0.5rem !important; } + +.mx-2 { margin-right: 0.5rem !important; margin-left: 0.5rem !important; } + +.my-2 { margin-top: 0.5rem !important; margin-bottom: 0.5rem !important; } + +.mxn-2 { margin-right: -0.5rem !important; margin-left: -0.5rem !important; } + +.mx-2-auto { margin-right: auto !important; margin-left: auto !important; } + +.m-3 { margin: 0.75rem !important; } + +.mt-3 { margin-top: 0.75rem !important; } + +.mr-3 { margin-right: 0.75rem !important; } + +.mb-3 { margin-bottom: 0.75rem !important; } + +.ml-3 { margin-left: 0.75rem !important; } + +.mx-3 { margin-right: 0.75rem !important; margin-left: 0.75rem !important; } + +.my-3 { margin-top: 0.75rem !important; margin-bottom: 0.75rem !important; } + +.mxn-3 { margin-right: -0.75rem !important; margin-left: -0.75rem !important; } + +.mx-3-auto { margin-right: auto !important; margin-left: auto !important; } + +.m-4 { margin: 1rem !important; } + +.mt-4 { margin-top: 1rem !important; } + +.mr-4 { margin-right: 1rem !important; } + +.mb-4 { margin-bottom: 1rem !important; } + +.ml-4 { margin-left: 1rem !important; } + +.mx-4 { margin-right: 1rem !important; margin-left: 1rem !important; } + +.my-4 { margin-top: 1rem !important; margin-bottom: 1rem !important; } + +.mxn-4 { margin-right: -1rem !important; margin-left: -1rem !important; } + +.mx-4-auto { margin-right: auto !important; margin-left: auto !important; } + +.m-5 { margin: 1.5rem !important; } + +.mt-5 { margin-top: 1.5rem !important; } + +.mr-5 { margin-right: 1.5rem !important; } + +.mb-5 { margin-bottom: 1.5rem !important; } + +.ml-5 { margin-left: 1.5rem !important; } + +.mx-5 { margin-right: 1.5rem !important; margin-left: 1.5rem !important; } + +.my-5 { margin-top: 1.5rem !important; margin-bottom: 1.5rem !important; } + +.mxn-5 { margin-right: -1.5rem !important; margin-left: -1.5rem !important; } + +.mx-5-auto { margin-right: auto !important; margin-left: auto !important; } + +.m-6 { margin: 2rem !important; } + +.mt-6 { margin-top: 2rem !important; } + +.mr-6 { margin-right: 2rem !important; } + +.mb-6 { margin-bottom: 2rem !important; } + +.ml-6 { margin-left: 2rem !important; } + +.mx-6 { margin-right: 2rem !important; margin-left: 2rem !important; } + +.my-6 { margin-top: 2rem !important; margin-bottom: 2rem !important; } + +.mxn-6 { margin-right: -2rem !important; margin-left: -2rem !important; } + +.mx-6-auto { margin-right: auto !important; margin-left: auto !important; } + +.m-7 { margin: 2.5rem !important; } + +.mt-7 { margin-top: 2.5rem !important; } + +.mr-7 { margin-right: 2.5rem !important; } + +.mb-7 { margin-bottom: 2.5rem !important; } + +.ml-7 { margin-left: 2.5rem !important; } + +.mx-7 { margin-right: 2.5rem !important; margin-left: 2.5rem !important; } + +.my-7 { margin-top: 2.5rem !important; margin-bottom: 2.5rem !important; } + +.mxn-7 { margin-right: -2.5rem !important; margin-left: -2.5rem !important; } + +.mx-7-auto { margin-right: auto !important; margin-left: auto !important; } + +.m-8 { margin: 3rem !important; } + +.mt-8 { margin-top: 3rem !important; } + +.mr-8 { margin-right: 3rem !important; } + +.mb-8 { margin-bottom: 3rem !important; } + +.ml-8 { margin-left: 3rem !important; } + +.mx-8 { margin-right: 3rem !important; margin-left: 3rem !important; } + +.my-8 { margin-top: 3rem !important; margin-bottom: 3rem !important; } + +.mxn-8 { margin-right: -3rem !important; margin-left: -3rem !important; } + +.mx-8-auto { margin-right: auto !important; margin-left: auto !important; } + +.m-9 { margin: 3.5rem !important; } + +.mt-9 { margin-top: 3.5rem !important; } + +.mr-9 { margin-right: 3.5rem !important; } + +.mb-9 { margin-bottom: 3.5rem !important; } + +.ml-9 { margin-left: 3.5rem !important; } + +.mx-9 { margin-right: 3.5rem !important; margin-left: 3.5rem !important; } + +.my-9 { margin-top: 3.5rem !important; margin-bottom: 3.5rem !important; } + +.mxn-9 { margin-right: -3.5rem !important; margin-left: -3.5rem !important; } + +.mx-9-auto { margin-right: auto !important; margin-left: auto !important; } + +.m-10 { margin: 4rem !important; } + +.mt-10 { margin-top: 4rem !important; } + +.mr-10 { margin-right: 4rem !important; } + +.mb-10 { margin-bottom: 4rem !important; } + +.ml-10 { margin-left: 4rem !important; } + +.mx-10 { margin-right: 4rem !important; margin-left: 4rem !important; } + +.my-10 { margin-top: 4rem !important; margin-bottom: 4rem !important; } + +.mxn-10 { margin-right: -4rem !important; margin-left: -4rem !important; } + +.mx-10-auto { margin-right: auto !important; margin-left: auto !important; } + +@media (min-width: 20rem) { .m-xs-0 { margin: 0 !important; } + .mt-xs-0 { margin-top: 0 !important; } + .mr-xs-0 { margin-right: 0 !important; } + .mb-xs-0 { margin-bottom: 0 !important; } + .ml-xs-0 { margin-left: 0 !important; } + .mx-xs-0 { margin-right: 0 !important; margin-left: 0 !important; } + .my-xs-0 { margin-top: 0 !important; margin-bottom: 0 !important; } + .mxn-xs-0 { margin-right: -0 !important; margin-left: -0 !important; } } +@media (min-width: 20rem) { .m-xs-1 { margin: 0.25rem !important; } + .mt-xs-1 { margin-top: 0.25rem !important; } + .mr-xs-1 { margin-right: 0.25rem !important; } + .mb-xs-1 { margin-bottom: 0.25rem !important; } + .ml-xs-1 { margin-left: 0.25rem !important; } + .mx-xs-1 { margin-right: 0.25rem !important; margin-left: 0.25rem !important; } + .my-xs-1 { margin-top: 0.25rem !important; margin-bottom: 0.25rem !important; } + .mxn-xs-1 { margin-right: -0.25rem !important; margin-left: -0.25rem !important; } } +@media (min-width: 20rem) { .m-xs-2 { margin: 0.5rem !important; } + .mt-xs-2 { margin-top: 0.5rem !important; } + .mr-xs-2 { margin-right: 0.5rem !important; } + .mb-xs-2 { margin-bottom: 0.5rem !important; } + .ml-xs-2 { margin-left: 0.5rem !important; } + .mx-xs-2 { margin-right: 0.5rem !important; margin-left: 0.5rem !important; } + .my-xs-2 { margin-top: 0.5rem !important; margin-bottom: 0.5rem !important; } + .mxn-xs-2 { margin-right: -0.5rem !important; margin-left: -0.5rem !important; } } +@media (min-width: 20rem) { .m-xs-3 { margin: 0.75rem !important; } + .mt-xs-3 { margin-top: 0.75rem !important; } + .mr-xs-3 { margin-right: 0.75rem !important; } + .mb-xs-3 { margin-bottom: 0.75rem !important; } + .ml-xs-3 { margin-left: 0.75rem !important; } + .mx-xs-3 { margin-right: 0.75rem !important; margin-left: 0.75rem !important; } + .my-xs-3 { margin-top: 0.75rem !important; margin-bottom: 0.75rem !important; } + .mxn-xs-3 { margin-right: -0.75rem !important; margin-left: -0.75rem !important; } } +@media (min-width: 20rem) { .m-xs-4 { margin: 1rem !important; } + .mt-xs-4 { margin-top: 1rem !important; } + .mr-xs-4 { margin-right: 1rem !important; } + .mb-xs-4 { margin-bottom: 1rem !important; } + .ml-xs-4 { margin-left: 1rem !important; } + .mx-xs-4 { margin-right: 1rem !important; margin-left: 1rem !important; } + .my-xs-4 { margin-top: 1rem !important; margin-bottom: 1rem !important; } + .mxn-xs-4 { margin-right: -1rem !important; margin-left: -1rem !important; } } +@media (min-width: 20rem) { .m-xs-5 { margin: 1.5rem !important; } + .mt-xs-5 { margin-top: 1.5rem !important; } + .mr-xs-5 { margin-right: 1.5rem !important; } + .mb-xs-5 { margin-bottom: 1.5rem !important; } + .ml-xs-5 { margin-left: 1.5rem !important; } + .mx-xs-5 { margin-right: 1.5rem !important; margin-left: 1.5rem !important; } + .my-xs-5 { margin-top: 1.5rem !important; margin-bottom: 1.5rem !important; } + .mxn-xs-5 { margin-right: -1.5rem !important; margin-left: -1.5rem !important; } } +@media (min-width: 20rem) { .m-xs-6 { margin: 2rem !important; } + .mt-xs-6 { margin-top: 2rem !important; } + .mr-xs-6 { margin-right: 2rem !important; } + .mb-xs-6 { margin-bottom: 2rem !important; } + .ml-xs-6 { margin-left: 2rem !important; } + .mx-xs-6 { margin-right: 2rem !important; margin-left: 2rem !important; } + .my-xs-6 { margin-top: 2rem !important; margin-bottom: 2rem !important; } + .mxn-xs-6 { margin-right: -2rem !important; margin-left: -2rem !important; } } +@media (min-width: 20rem) { .m-xs-7 { margin: 2.5rem !important; } + .mt-xs-7 { margin-top: 2.5rem !important; } + .mr-xs-7 { margin-right: 2.5rem !important; } + .mb-xs-7 { margin-bottom: 2.5rem !important; } + .ml-xs-7 { margin-left: 2.5rem !important; } + .mx-xs-7 { margin-right: 2.5rem !important; margin-left: 2.5rem !important; } + .my-xs-7 { margin-top: 2.5rem !important; margin-bottom: 2.5rem !important; } + .mxn-xs-7 { margin-right: -2.5rem !important; margin-left: -2.5rem !important; } } +@media (min-width: 20rem) { .m-xs-8 { margin: 3rem !important; } + .mt-xs-8 { margin-top: 3rem !important; } + .mr-xs-8 { margin-right: 3rem !important; } + .mb-xs-8 { margin-bottom: 3rem !important; } + .ml-xs-8 { margin-left: 3rem !important; } + .mx-xs-8 { margin-right: 3rem !important; margin-left: 3rem !important; } + .my-xs-8 { margin-top: 3rem !important; margin-bottom: 3rem !important; } + .mxn-xs-8 { margin-right: -3rem !important; margin-left: -3rem !important; } } +@media (min-width: 20rem) { .m-xs-9 { margin: 3.5rem !important; } + .mt-xs-9 { margin-top: 3.5rem !important; } + .mr-xs-9 { margin-right: 3.5rem !important; } + .mb-xs-9 { margin-bottom: 3.5rem !important; } + .ml-xs-9 { margin-left: 3.5rem !important; } + .mx-xs-9 { margin-right: 3.5rem !important; margin-left: 3.5rem !important; } + .my-xs-9 { margin-top: 3.5rem !important; margin-bottom: 3.5rem !important; } + .mxn-xs-9 { margin-right: -3.5rem !important; margin-left: -3.5rem !important; } } +@media (min-width: 20rem) { .m-xs-10 { margin: 4rem !important; } + .mt-xs-10 { margin-top: 4rem !important; } + .mr-xs-10 { margin-right: 4rem !important; } + .mb-xs-10 { margin-bottom: 4rem !important; } + .ml-xs-10 { margin-left: 4rem !important; } + .mx-xs-10 { margin-right: 4rem !important; margin-left: 4rem !important; } + .my-xs-10 { margin-top: 4rem !important; margin-bottom: 4rem !important; } + .mxn-xs-10 { margin-right: -4rem !important; margin-left: -4rem !important; } } +@media (min-width: 31.25rem) { .m-sm-0 { margin: 0 !important; } + .mt-sm-0 { margin-top: 0 !important; } + .mr-sm-0 { margin-right: 0 !important; } + .mb-sm-0 { margin-bottom: 0 !important; } + .ml-sm-0 { margin-left: 0 !important; } + .mx-sm-0 { margin-right: 0 !important; margin-left: 0 !important; } + .my-sm-0 { margin-top: 0 !important; margin-bottom: 0 !important; } + .mxn-sm-0 { margin-right: -0 !important; margin-left: -0 !important; } } +@media (min-width: 31.25rem) { .m-sm-1 { margin: 0.25rem !important; } + .mt-sm-1 { margin-top: 0.25rem !important; } + .mr-sm-1 { margin-right: 0.25rem !important; } + .mb-sm-1 { margin-bottom: 0.25rem !important; } + .ml-sm-1 { margin-left: 0.25rem !important; } + .mx-sm-1 { margin-right: 0.25rem !important; margin-left: 0.25rem !important; } + .my-sm-1 { margin-top: 0.25rem !important; margin-bottom: 0.25rem !important; } + .mxn-sm-1 { margin-right: -0.25rem !important; margin-left: -0.25rem !important; } } +@media (min-width: 31.25rem) { .m-sm-2 { margin: 0.5rem !important; } + .mt-sm-2 { margin-top: 0.5rem !important; } + .mr-sm-2 { margin-right: 0.5rem !important; } + .mb-sm-2 { margin-bottom: 0.5rem !important; } + .ml-sm-2 { margin-left: 0.5rem !important; } + .mx-sm-2 { margin-right: 0.5rem !important; margin-left: 0.5rem !important; } + .my-sm-2 { margin-top: 0.5rem !important; margin-bottom: 0.5rem !important; } + .mxn-sm-2 { margin-right: -0.5rem !important; margin-left: -0.5rem !important; } } +@media (min-width: 31.25rem) { .m-sm-3 { margin: 0.75rem !important; } + .mt-sm-3 { margin-top: 0.75rem !important; } + .mr-sm-3 { margin-right: 0.75rem !important; } + .mb-sm-3 { margin-bottom: 0.75rem !important; } + .ml-sm-3 { margin-left: 0.75rem !important; } + .mx-sm-3 { margin-right: 0.75rem !important; margin-left: 0.75rem !important; } + .my-sm-3 { margin-top: 0.75rem !important; margin-bottom: 0.75rem !important; } + .mxn-sm-3 { margin-right: -0.75rem !important; margin-left: -0.75rem !important; } } +@media (min-width: 31.25rem) { .m-sm-4 { margin: 1rem !important; } + .mt-sm-4 { margin-top: 1rem !important; } + .mr-sm-4 { margin-right: 1rem !important; } + .mb-sm-4 { margin-bottom: 1rem !important; } + .ml-sm-4 { margin-left: 1rem !important; } + .mx-sm-4 { margin-right: 1rem !important; margin-left: 1rem !important; } + .my-sm-4 { margin-top: 1rem !important; margin-bottom: 1rem !important; } + .mxn-sm-4 { margin-right: -1rem !important; margin-left: -1rem !important; } } +@media (min-width: 31.25rem) { .m-sm-5 { margin: 1.5rem !important; } + .mt-sm-5 { margin-top: 1.5rem !important; } + .mr-sm-5 { margin-right: 1.5rem !important; } + .mb-sm-5 { margin-bottom: 1.5rem !important; } + .ml-sm-5 { margin-left: 1.5rem !important; } + .mx-sm-5 { margin-right: 1.5rem !important; margin-left: 1.5rem !important; } + .my-sm-5 { margin-top: 1.5rem !important; margin-bottom: 1.5rem !important; } + .mxn-sm-5 { margin-right: -1.5rem !important; margin-left: -1.5rem !important; } } +@media (min-width: 31.25rem) { .m-sm-6 { margin: 2rem !important; } + .mt-sm-6 { margin-top: 2rem !important; } + .mr-sm-6 { margin-right: 2rem !important; } + .mb-sm-6 { margin-bottom: 2rem !important; } + .ml-sm-6 { margin-left: 2rem !important; } + .mx-sm-6 { margin-right: 2rem !important; margin-left: 2rem !important; } + .my-sm-6 { margin-top: 2rem !important; margin-bottom: 2rem !important; } + .mxn-sm-6 { margin-right: -2rem !important; margin-left: -2rem !important; } } +@media (min-width: 31.25rem) { .m-sm-7 { margin: 2.5rem !important; } + .mt-sm-7 { margin-top: 2.5rem !important; } + .mr-sm-7 { margin-right: 2.5rem !important; } + .mb-sm-7 { margin-bottom: 2.5rem !important; } + .ml-sm-7 { margin-left: 2.5rem !important; } + .mx-sm-7 { margin-right: 2.5rem !important; margin-left: 2.5rem !important; } + .my-sm-7 { margin-top: 2.5rem !important; margin-bottom: 2.5rem !important; } + .mxn-sm-7 { margin-right: -2.5rem !important; margin-left: -2.5rem !important; } } +@media (min-width: 31.25rem) { .m-sm-8 { margin: 3rem !important; } + .mt-sm-8 { margin-top: 3rem !important; } + .mr-sm-8 { margin-right: 3rem !important; } + .mb-sm-8 { margin-bottom: 3rem !important; } + .ml-sm-8 { margin-left: 3rem !important; } + .mx-sm-8 { margin-right: 3rem !important; margin-left: 3rem !important; } + .my-sm-8 { margin-top: 3rem !important; margin-bottom: 3rem !important; } + .mxn-sm-8 { margin-right: -3rem !important; margin-left: -3rem !important; } } +@media (min-width: 31.25rem) { .m-sm-9 { margin: 3.5rem !important; } + .mt-sm-9 { margin-top: 3.5rem !important; } + .mr-sm-9 { margin-right: 3.5rem !important; } + .mb-sm-9 { margin-bottom: 3.5rem !important; } + .ml-sm-9 { margin-left: 3.5rem !important; } + .mx-sm-9 { margin-right: 3.5rem !important; margin-left: 3.5rem !important; } + .my-sm-9 { margin-top: 3.5rem !important; margin-bottom: 3.5rem !important; } + .mxn-sm-9 { margin-right: -3.5rem !important; margin-left: -3.5rem !important; } } +@media (min-width: 31.25rem) { .m-sm-10 { margin: 4rem !important; } + .mt-sm-10 { margin-top: 4rem !important; } + .mr-sm-10 { margin-right: 4rem !important; } + .mb-sm-10 { margin-bottom: 4rem !important; } + .ml-sm-10 { margin-left: 4rem !important; } + .mx-sm-10 { margin-right: 4rem !important; margin-left: 4rem !important; } + .my-sm-10 { margin-top: 4rem !important; margin-bottom: 4rem !important; } + .mxn-sm-10 { margin-right: -4rem !important; margin-left: -4rem !important; } } +@media (min-width: 50rem) { .m-md-0 { margin: 0 !important; } + .mt-md-0 { margin-top: 0 !important; } + .mr-md-0 { margin-right: 0 !important; } + .mb-md-0 { margin-bottom: 0 !important; } + .ml-md-0 { margin-left: 0 !important; } + .mx-md-0 { margin-right: 0 !important; margin-left: 0 !important; } + .my-md-0 { margin-top: 0 !important; margin-bottom: 0 !important; } + .mxn-md-0 { margin-right: -0 !important; margin-left: -0 !important; } } +@media (min-width: 50rem) { .m-md-1 { margin: 0.25rem !important; } + .mt-md-1 { margin-top: 0.25rem !important; } + .mr-md-1 { margin-right: 0.25rem !important; } + .mb-md-1 { margin-bottom: 0.25rem !important; } + .ml-md-1 { margin-left: 0.25rem !important; } + .mx-md-1 { margin-right: 0.25rem !important; margin-left: 0.25rem !important; } + .my-md-1 { margin-top: 0.25rem !important; margin-bottom: 0.25rem !important; } + .mxn-md-1 { margin-right: -0.25rem !important; margin-left: -0.25rem !important; } } +@media (min-width: 50rem) { .m-md-2 { margin: 0.5rem !important; } + .mt-md-2 { margin-top: 0.5rem !important; } + .mr-md-2 { margin-right: 0.5rem !important; } + .mb-md-2 { margin-bottom: 0.5rem !important; } + .ml-md-2 { margin-left: 0.5rem !important; } + .mx-md-2 { margin-right: 0.5rem !important; margin-left: 0.5rem !important; } + .my-md-2 { margin-top: 0.5rem !important; margin-bottom: 0.5rem !important; } + .mxn-md-2 { margin-right: -0.5rem !important; margin-left: -0.5rem !important; } } +@media (min-width: 50rem) { .m-md-3 { margin: 0.75rem !important; } + .mt-md-3 { margin-top: 0.75rem !important; } + .mr-md-3 { margin-right: 0.75rem !important; } + .mb-md-3 { margin-bottom: 0.75rem !important; } + .ml-md-3 { margin-left: 0.75rem !important; } + .mx-md-3 { margin-right: 0.75rem !important; margin-left: 0.75rem !important; } + .my-md-3 { margin-top: 0.75rem !important; margin-bottom: 0.75rem !important; } + .mxn-md-3 { margin-right: -0.75rem !important; margin-left: -0.75rem !important; } } +@media (min-width: 50rem) { .m-md-4 { margin: 1rem !important; } + .mt-md-4 { margin-top: 1rem !important; } + .mr-md-4 { margin-right: 1rem !important; } + .mb-md-4 { margin-bottom: 1rem !important; } + .ml-md-4 { margin-left: 1rem !important; } + .mx-md-4 { margin-right: 1rem !important; margin-left: 1rem !important; } + .my-md-4 { margin-top: 1rem !important; margin-bottom: 1rem !important; } + .mxn-md-4 { margin-right: -1rem !important; margin-left: -1rem !important; } } +@media (min-width: 50rem) { .m-md-5 { margin: 1.5rem !important; } + .mt-md-5 { margin-top: 1.5rem !important; } + .mr-md-5 { margin-right: 1.5rem !important; } + .mb-md-5 { margin-bottom: 1.5rem !important; } + .ml-md-5 { margin-left: 1.5rem !important; } + .mx-md-5 { margin-right: 1.5rem !important; margin-left: 1.5rem !important; } + .my-md-5 { margin-top: 1.5rem !important; margin-bottom: 1.5rem !important; } + .mxn-md-5 { margin-right: -1.5rem !important; margin-left: -1.5rem !important; } } +@media (min-width: 50rem) { .m-md-6 { margin: 2rem !important; } + .mt-md-6 { margin-top: 2rem !important; } + .mr-md-6 { margin-right: 2rem !important; } + .mb-md-6 { margin-bottom: 2rem !important; } + .ml-md-6 { margin-left: 2rem !important; } + .mx-md-6 { margin-right: 2rem !important; margin-left: 2rem !important; } + .my-md-6 { margin-top: 2rem !important; margin-bottom: 2rem !important; } + .mxn-md-6 { margin-right: -2rem !important; margin-left: -2rem !important; } } +@media (min-width: 50rem) { .m-md-7 { margin: 2.5rem !important; } + .mt-md-7 { margin-top: 2.5rem !important; } + .mr-md-7 { margin-right: 2.5rem !important; } + .mb-md-7 { margin-bottom: 2.5rem !important; } + .ml-md-7 { margin-left: 2.5rem !important; } + .mx-md-7 { margin-right: 2.5rem !important; margin-left: 2.5rem !important; } + .my-md-7 { margin-top: 2.5rem !important; margin-bottom: 2.5rem !important; } + .mxn-md-7 { margin-right: -2.5rem !important; margin-left: -2.5rem !important; } } +@media (min-width: 50rem) { .m-md-8 { margin: 3rem !important; } + .mt-md-8 { margin-top: 3rem !important; } + .mr-md-8 { margin-right: 3rem !important; } + .mb-md-8 { margin-bottom: 3rem !important; } + .ml-md-8 { margin-left: 3rem !important; } + .mx-md-8 { margin-right: 3rem !important; margin-left: 3rem !important; } + .my-md-8 { margin-top: 3rem !important; margin-bottom: 3rem !important; } + .mxn-md-8 { margin-right: -3rem !important; margin-left: -3rem !important; } } +@media (min-width: 50rem) { .m-md-9 { margin: 3.5rem !important; } + .mt-md-9 { margin-top: 3.5rem !important; } + .mr-md-9 { margin-right: 3.5rem !important; } + .mb-md-9 { margin-bottom: 3.5rem !important; } + .ml-md-9 { margin-left: 3.5rem !important; } + .mx-md-9 { margin-right: 3.5rem !important; margin-left: 3.5rem !important; } + .my-md-9 { margin-top: 3.5rem !important; margin-bottom: 3.5rem !important; } + .mxn-md-9 { margin-right: -3.5rem !important; margin-left: -3.5rem !important; } } +@media (min-width: 50rem) { .m-md-10 { margin: 4rem !important; } + .mt-md-10 { margin-top: 4rem !important; } + .mr-md-10 { margin-right: 4rem !important; } + .mb-md-10 { margin-bottom: 4rem !important; } + .ml-md-10 { margin-left: 4rem !important; } + .mx-md-10 { margin-right: 4rem !important; margin-left: 4rem !important; } + .my-md-10 { margin-top: 4rem !important; margin-bottom: 4rem !important; } + .mxn-md-10 { margin-right: -4rem !important; margin-left: -4rem !important; } } +@media (min-width: 66.5rem) { .m-lg-0 { margin: 0 !important; } + .mt-lg-0 { margin-top: 0 !important; } + .mr-lg-0 { margin-right: 0 !important; } + .mb-lg-0 { margin-bottom: 0 !important; } + .ml-lg-0 { margin-left: 0 !important; } + .mx-lg-0 { margin-right: 0 !important; margin-left: 0 !important; } + .my-lg-0 { margin-top: 0 !important; margin-bottom: 0 !important; } + .mxn-lg-0 { margin-right: -0 !important; margin-left: -0 !important; } } +@media (min-width: 66.5rem) { .m-lg-1 { margin: 0.25rem !important; } + .mt-lg-1 { margin-top: 0.25rem !important; } + .mr-lg-1 { margin-right: 0.25rem !important; } + .mb-lg-1 { margin-bottom: 0.25rem !important; } + .ml-lg-1 { margin-left: 0.25rem !important; } + .mx-lg-1 { margin-right: 0.25rem !important; margin-left: 0.25rem !important; } + .my-lg-1 { margin-top: 0.25rem !important; margin-bottom: 0.25rem !important; } + .mxn-lg-1 { margin-right: -0.25rem !important; margin-left: -0.25rem !important; } } +@media (min-width: 66.5rem) { .m-lg-2 { margin: 0.5rem !important; } + .mt-lg-2 { margin-top: 0.5rem !important; } + .mr-lg-2 { margin-right: 0.5rem !important; } + .mb-lg-2 { margin-bottom: 0.5rem !important; } + .ml-lg-2 { margin-left: 0.5rem !important; } + .mx-lg-2 { margin-right: 0.5rem !important; margin-left: 0.5rem !important; } + .my-lg-2 { margin-top: 0.5rem !important; margin-bottom: 0.5rem !important; } + .mxn-lg-2 { margin-right: -0.5rem !important; margin-left: -0.5rem !important; } } +@media (min-width: 66.5rem) { .m-lg-3 { margin: 0.75rem !important; } + .mt-lg-3 { margin-top: 0.75rem !important; } + .mr-lg-3 { margin-right: 0.75rem !important; } + .mb-lg-3 { margin-bottom: 0.75rem !important; } + .ml-lg-3 { margin-left: 0.75rem !important; } + .mx-lg-3 { margin-right: 0.75rem !important; margin-left: 0.75rem !important; } + .my-lg-3 { margin-top: 0.75rem !important; margin-bottom: 0.75rem !important; } + .mxn-lg-3 { margin-right: -0.75rem !important; margin-left: -0.75rem !important; } } +@media (min-width: 66.5rem) { .m-lg-4 { margin: 1rem !important; } + .mt-lg-4 { margin-top: 1rem !important; } + .mr-lg-4 { margin-right: 1rem !important; } + .mb-lg-4 { margin-bottom: 1rem !important; } + .ml-lg-4 { margin-left: 1rem !important; } + .mx-lg-4 { margin-right: 1rem !important; margin-left: 1rem !important; } + .my-lg-4 { margin-top: 1rem !important; margin-bottom: 1rem !important; } + .mxn-lg-4 { margin-right: -1rem !important; margin-left: -1rem !important; } } +@media (min-width: 66.5rem) { .m-lg-5 { margin: 1.5rem !important; } + .mt-lg-5 { margin-top: 1.5rem !important; } + .mr-lg-5 { margin-right: 1.5rem !important; } + .mb-lg-5 { margin-bottom: 1.5rem !important; } + .ml-lg-5 { margin-left: 1.5rem !important; } + .mx-lg-5 { margin-right: 1.5rem !important; margin-left: 1.5rem !important; } + .my-lg-5 { margin-top: 1.5rem !important; margin-bottom: 1.5rem !important; } + .mxn-lg-5 { margin-right: -1.5rem !important; margin-left: -1.5rem !important; } } +@media (min-width: 66.5rem) { .m-lg-6 { margin: 2rem !important; } + .mt-lg-6 { margin-top: 2rem !important; } + .mr-lg-6 { margin-right: 2rem !important; } + .mb-lg-6 { margin-bottom: 2rem !important; } + .ml-lg-6 { margin-left: 2rem !important; } + .mx-lg-6 { margin-right: 2rem !important; margin-left: 2rem !important; } + .my-lg-6 { margin-top: 2rem !important; margin-bottom: 2rem !important; } + .mxn-lg-6 { margin-right: -2rem !important; margin-left: -2rem !important; } } +@media (min-width: 66.5rem) { .m-lg-7 { margin: 2.5rem !important; } + .mt-lg-7 { margin-top: 2.5rem !important; } + .mr-lg-7 { margin-right: 2.5rem !important; } + .mb-lg-7 { margin-bottom: 2.5rem !important; } + .ml-lg-7 { margin-left: 2.5rem !important; } + .mx-lg-7 { margin-right: 2.5rem !important; margin-left: 2.5rem !important; } + .my-lg-7 { margin-top: 2.5rem !important; margin-bottom: 2.5rem !important; } + .mxn-lg-7 { margin-right: -2.5rem !important; margin-left: -2.5rem !important; } } +@media (min-width: 66.5rem) { .m-lg-8 { margin: 3rem !important; } + .mt-lg-8 { margin-top: 3rem !important; } + .mr-lg-8 { margin-right: 3rem !important; } + .mb-lg-8 { margin-bottom: 3rem !important; } + .ml-lg-8 { margin-left: 3rem !important; } + .mx-lg-8 { margin-right: 3rem !important; margin-left: 3rem !important; } + .my-lg-8 { margin-top: 3rem !important; margin-bottom: 3rem !important; } + .mxn-lg-8 { margin-right: -3rem !important; margin-left: -3rem !important; } } +@media (min-width: 66.5rem) { .m-lg-9 { margin: 3.5rem !important; } + .mt-lg-9 { margin-top: 3.5rem !important; } + .mr-lg-9 { margin-right: 3.5rem !important; } + .mb-lg-9 { margin-bottom: 3.5rem !important; } + .ml-lg-9 { margin-left: 3.5rem !important; } + .mx-lg-9 { margin-right: 3.5rem !important; margin-left: 3.5rem !important; } + .my-lg-9 { margin-top: 3.5rem !important; margin-bottom: 3.5rem !important; } + .mxn-lg-9 { margin-right: -3.5rem !important; margin-left: -3.5rem !important; } } +@media (min-width: 66.5rem) { .m-lg-10 { margin: 4rem !important; } + .mt-lg-10 { margin-top: 4rem !important; } + .mr-lg-10 { margin-right: 4rem !important; } + .mb-lg-10 { margin-bottom: 4rem !important; } + .ml-lg-10 { margin-left: 4rem !important; } + .mx-lg-10 { margin-right: 4rem !important; margin-left: 4rem !important; } + .my-lg-10 { margin-top: 4rem !important; margin-bottom: 4rem !important; } + .mxn-lg-10 { margin-right: -4rem !important; margin-left: -4rem !important; } } +@media (min-width: 87.5rem) { .m-xl-0 { margin: 0 !important; } + .mt-xl-0 { margin-top: 0 !important; } + .mr-xl-0 { margin-right: 0 !important; } + .mb-xl-0 { margin-bottom: 0 !important; } + .ml-xl-0 { margin-left: 0 !important; } + .mx-xl-0 { margin-right: 0 !important; margin-left: 0 !important; } + .my-xl-0 { margin-top: 0 !important; margin-bottom: 0 !important; } + .mxn-xl-0 { margin-right: -0 !important; margin-left: -0 !important; } } +@media (min-width: 87.5rem) { .m-xl-1 { margin: 0.25rem !important; } + .mt-xl-1 { margin-top: 0.25rem !important; } + .mr-xl-1 { margin-right: 0.25rem !important; } + .mb-xl-1 { margin-bottom: 0.25rem !important; } + .ml-xl-1 { margin-left: 0.25rem !important; } + .mx-xl-1 { margin-right: 0.25rem !important; margin-left: 0.25rem !important; } + .my-xl-1 { margin-top: 0.25rem !important; margin-bottom: 0.25rem !important; } + .mxn-xl-1 { margin-right: -0.25rem !important; margin-left: -0.25rem !important; } } +@media (min-width: 87.5rem) { .m-xl-2 { margin: 0.5rem !important; } + .mt-xl-2 { margin-top: 0.5rem !important; } + .mr-xl-2 { margin-right: 0.5rem !important; } + .mb-xl-2 { margin-bottom: 0.5rem !important; } + .ml-xl-2 { margin-left: 0.5rem !important; } + .mx-xl-2 { margin-right: 0.5rem !important; margin-left: 0.5rem !important; } + .my-xl-2 { margin-top: 0.5rem !important; margin-bottom: 0.5rem !important; } + .mxn-xl-2 { margin-right: -0.5rem !important; margin-left: -0.5rem !important; } } +@media (min-width: 87.5rem) { .m-xl-3 { margin: 0.75rem !important; } + .mt-xl-3 { margin-top: 0.75rem !important; } + .mr-xl-3 { margin-right: 0.75rem !important; } + .mb-xl-3 { margin-bottom: 0.75rem !important; } + .ml-xl-3 { margin-left: 0.75rem !important; } + .mx-xl-3 { margin-right: 0.75rem !important; margin-left: 0.75rem !important; } + .my-xl-3 { margin-top: 0.75rem !important; margin-bottom: 0.75rem !important; } + .mxn-xl-3 { margin-right: -0.75rem !important; margin-left: -0.75rem !important; } } +@media (min-width: 87.5rem) { .m-xl-4 { margin: 1rem !important; } + .mt-xl-4 { margin-top: 1rem !important; } + .mr-xl-4 { margin-right: 1rem !important; } + .mb-xl-4 { margin-bottom: 1rem !important; } + .ml-xl-4 { margin-left: 1rem !important; } + .mx-xl-4 { margin-right: 1rem !important; margin-left: 1rem !important; } + .my-xl-4 { margin-top: 1rem !important; margin-bottom: 1rem !important; } + .mxn-xl-4 { margin-right: -1rem !important; margin-left: -1rem !important; } } +@media (min-width: 87.5rem) { .m-xl-5 { margin: 1.5rem !important; } + .mt-xl-5 { margin-top: 1.5rem !important; } + .mr-xl-5 { margin-right: 1.5rem !important; } + .mb-xl-5 { margin-bottom: 1.5rem !important; } + .ml-xl-5 { margin-left: 1.5rem !important; } + .mx-xl-5 { margin-right: 1.5rem !important; margin-left: 1.5rem !important; } + .my-xl-5 { margin-top: 1.5rem !important; margin-bottom: 1.5rem !important; } + .mxn-xl-5 { margin-right: -1.5rem !important; margin-left: -1.5rem !important; } } +@media (min-width: 87.5rem) { .m-xl-6 { margin: 2rem !important; } + .mt-xl-6 { margin-top: 2rem !important; } + .mr-xl-6 { margin-right: 2rem !important; } + .mb-xl-6 { margin-bottom: 2rem !important; } + .ml-xl-6 { margin-left: 2rem !important; } + .mx-xl-6 { margin-right: 2rem !important; margin-left: 2rem !important; } + .my-xl-6 { margin-top: 2rem !important; margin-bottom: 2rem !important; } + .mxn-xl-6 { margin-right: -2rem !important; margin-left: -2rem !important; } } +@media (min-width: 87.5rem) { .m-xl-7 { margin: 2.5rem !important; } + .mt-xl-7 { margin-top: 2.5rem !important; } + .mr-xl-7 { margin-right: 2.5rem !important; } + .mb-xl-7 { margin-bottom: 2.5rem !important; } + .ml-xl-7 { margin-left: 2.5rem !important; } + .mx-xl-7 { margin-right: 2.5rem !important; margin-left: 2.5rem !important; } + .my-xl-7 { margin-top: 2.5rem !important; margin-bottom: 2.5rem !important; } + .mxn-xl-7 { margin-right: -2.5rem !important; margin-left: -2.5rem !important; } } +@media (min-width: 87.5rem) { .m-xl-8 { margin: 3rem !important; } + .mt-xl-8 { margin-top: 3rem !important; } + .mr-xl-8 { margin-right: 3rem !important; } + .mb-xl-8 { margin-bottom: 3rem !important; } + .ml-xl-8 { margin-left: 3rem !important; } + .mx-xl-8 { margin-right: 3rem !important; margin-left: 3rem !important; } + .my-xl-8 { margin-top: 3rem !important; margin-bottom: 3rem !important; } + .mxn-xl-8 { margin-right: -3rem !important; margin-left: -3rem !important; } } +@media (min-width: 87.5rem) { .m-xl-9 { margin: 3.5rem !important; } + .mt-xl-9 { margin-top: 3.5rem !important; } + .mr-xl-9 { margin-right: 3.5rem !important; } + .mb-xl-9 { margin-bottom: 3.5rem !important; } + .ml-xl-9 { margin-left: 3.5rem !important; } + .mx-xl-9 { margin-right: 3.5rem !important; margin-left: 3.5rem !important; } + .my-xl-9 { margin-top: 3.5rem !important; margin-bottom: 3.5rem !important; } + .mxn-xl-9 { margin-right: -3.5rem !important; margin-left: -3.5rem !important; } } +@media (min-width: 87.5rem) { .m-xl-10 { margin: 4rem !important; } + .mt-xl-10 { margin-top: 4rem !important; } + .mr-xl-10 { margin-right: 4rem !important; } + .mb-xl-10 { margin-bottom: 4rem !important; } + .ml-xl-10 { margin-left: 4rem !important; } + .mx-xl-10 { margin-right: 4rem !important; margin-left: 4rem !important; } + .my-xl-10 { margin-top: 4rem !important; margin-bottom: 4rem !important; } + .mxn-xl-10 { margin-right: -4rem !important; margin-left: -4rem !important; } } +.p-0 { padding: 0 !important; } + +.pt-0 { padding-top: 0 !important; } + +.pr-0 { padding-right: 0 !important; } + +.pb-0 { padding-bottom: 0 !important; } + +.pl-0 { padding-left: 0 !important; } + +.px-0 { padding-right: 0 !important; padding-left: 0 !important; } + +.py-0 { padding-top: 0 !important; padding-bottom: 0 !important; } + +.p-1 { padding: 0.25rem !important; } + +.pt-1 { padding-top: 0.25rem !important; } + +.pr-1 { padding-right: 0.25rem !important; } + +.pb-1 { padding-bottom: 0.25rem !important; } + +.pl-1 { padding-left: 0.25rem !important; } + +.px-1 { padding-right: 0.25rem !important; padding-left: 0.25rem !important; } + +.py-1 { padding-top: 0.25rem !important; padding-bottom: 0.25rem !important; } + +.p-2 { padding: 0.5rem !important; } + +.pt-2 { padding-top: 0.5rem !important; } + +.pr-2 { padding-right: 0.5rem !important; } + +.pb-2 { padding-bottom: 0.5rem !important; } + +.pl-2 { padding-left: 0.5rem !important; } + +.px-2 { padding-right: 0.5rem !important; padding-left: 0.5rem !important; } + +.py-2 { padding-top: 0.5rem !important; padding-bottom: 0.5rem !important; } + +.p-3 { padding: 0.75rem !important; } + +.pt-3 { padding-top: 0.75rem !important; } + +.pr-3 { padding-right: 0.75rem !important; } + +.pb-3 { padding-bottom: 0.75rem !important; } + +.pl-3 { padding-left: 0.75rem !important; } + +.px-3 { padding-right: 0.75rem !important; padding-left: 0.75rem !important; } + +.py-3 { padding-top: 0.75rem !important; padding-bottom: 0.75rem !important; } + +.p-4 { padding: 1rem !important; } + +.pt-4 { padding-top: 1rem !important; } + +.pr-4 { padding-right: 1rem !important; } + +.pb-4 { padding-bottom: 1rem !important; } + +.pl-4 { padding-left: 1rem !important; } + +.px-4 { padding-right: 1rem !important; padding-left: 1rem !important; } + +.py-4 { padding-top: 1rem !important; padding-bottom: 1rem !important; } + +.p-5 { padding: 1.5rem !important; } + +.pt-5 { padding-top: 1.5rem !important; } + +.pr-5 { padding-right: 1.5rem !important; } + +.pb-5 { padding-bottom: 1.5rem !important; } + +.pl-5 { padding-left: 1.5rem !important; } + +.px-5 { padding-right: 1.5rem !important; padding-left: 1.5rem !important; } + +.py-5 { padding-top: 1.5rem !important; padding-bottom: 1.5rem !important; } + +.p-6 { padding: 2rem !important; } + +.pt-6 { padding-top: 2rem !important; } + +.pr-6 { padding-right: 2rem !important; } + +.pb-6 { padding-bottom: 2rem !important; } + +.pl-6 { padding-left: 2rem !important; } + +.px-6 { padding-right: 2rem !important; padding-left: 2rem !important; } + +.py-6 { padding-top: 2rem !important; padding-bottom: 2rem !important; } + +.p-7 { padding: 2.5rem !important; } + +.pt-7 { padding-top: 2.5rem !important; } + +.pr-7 { padding-right: 2.5rem !important; } + +.pb-7 { padding-bottom: 2.5rem !important; } + +.pl-7 { padding-left: 2.5rem !important; } + +.px-7 { padding-right: 2.5rem !important; padding-left: 2.5rem !important; } + +.py-7 { padding-top: 2.5rem !important; padding-bottom: 2.5rem !important; } + +.p-8 { padding: 3rem !important; } + +.pt-8 { padding-top: 3rem !important; } + +.pr-8 { padding-right: 3rem !important; } + +.pb-8 { padding-bottom: 3rem !important; } + +.pl-8 { padding-left: 3rem !important; } + +.px-8 { padding-right: 3rem !important; padding-left: 3rem !important; } + +.py-8 { padding-top: 3rem !important; padding-bottom: 3rem !important; } + +.p-9 { padding: 3.5rem !important; } + +.pt-9 { padding-top: 3.5rem !important; } + +.pr-9 { padding-right: 3.5rem !important; } + +.pb-9 { padding-bottom: 3.5rem !important; } + +.pl-9 { padding-left: 3.5rem !important; } + +.px-9 { padding-right: 3.5rem !important; padding-left: 3.5rem !important; } + +.py-9 { padding-top: 3.5rem !important; padding-bottom: 3.5rem !important; } + +.p-10 { padding: 4rem !important; } + +.pt-10 { padding-top: 4rem !important; } + +.pr-10 { padding-right: 4rem !important; } + +.pb-10 { padding-bottom: 4rem !important; } + +.pl-10 { padding-left: 4rem !important; } + +.px-10 { padding-right: 4rem !important; padding-left: 4rem !important; } + +.py-10 { padding-top: 4rem !important; padding-bottom: 4rem !important; } + +@media (min-width: 20rem) { .p-xs-0 { padding: 0 !important; } + .pt-xs-0 { padding-top: 0 !important; } + .pr-xs-0 { padding-right: 0 !important; } + .pb-xs-0 { padding-bottom: 0 !important; } + .pl-xs-0 { padding-left: 0 !important; } + .px-xs-0 { padding-right: 0 !important; padding-left: 0 !important; } + .py-xs-0 { padding-top: 0 !important; padding-bottom: 0 !important; } + .p-xs-1 { padding: 0.25rem !important; } + .pt-xs-1 { padding-top: 0.25rem !important; } + .pr-xs-1 { padding-right: 0.25rem !important; } + .pb-xs-1 { padding-bottom: 0.25rem !important; } + .pl-xs-1 { padding-left: 0.25rem !important; } + .px-xs-1 { padding-right: 0.25rem !important; padding-left: 0.25rem !important; } + .py-xs-1 { padding-top: 0.25rem !important; padding-bottom: 0.25rem !important; } + .p-xs-2 { padding: 0.5rem !important; } + .pt-xs-2 { padding-top: 0.5rem !important; } + .pr-xs-2 { padding-right: 0.5rem !important; } + .pb-xs-2 { padding-bottom: 0.5rem !important; } + .pl-xs-2 { padding-left: 0.5rem !important; } + .px-xs-2 { padding-right: 0.5rem !important; padding-left: 0.5rem !important; } + .py-xs-2 { padding-top: 0.5rem !important; padding-bottom: 0.5rem !important; } + .p-xs-3 { padding: 0.75rem !important; } + .pt-xs-3 { padding-top: 0.75rem !important; } + .pr-xs-3 { padding-right: 0.75rem !important; } + .pb-xs-3 { padding-bottom: 0.75rem !important; } + .pl-xs-3 { padding-left: 0.75rem !important; } + .px-xs-3 { padding-right: 0.75rem !important; padding-left: 0.75rem !important; } + .py-xs-3 { padding-top: 0.75rem !important; padding-bottom: 0.75rem !important; } + .p-xs-4 { padding: 1rem !important; } + .pt-xs-4 { padding-top: 1rem !important; } + .pr-xs-4 { padding-right: 1rem !important; } + .pb-xs-4 { padding-bottom: 1rem !important; } + .pl-xs-4 { padding-left: 1rem !important; } + .px-xs-4 { padding-right: 1rem !important; padding-left: 1rem !important; } + .py-xs-4 { padding-top: 1rem !important; padding-bottom: 1rem !important; } + .p-xs-5 { padding: 1.5rem !important; } + .pt-xs-5 { padding-top: 1.5rem !important; } + .pr-xs-5 { padding-right: 1.5rem !important; } + .pb-xs-5 { padding-bottom: 1.5rem !important; } + .pl-xs-5 { padding-left: 1.5rem !important; } + .px-xs-5 { padding-right: 1.5rem !important; padding-left: 1.5rem !important; } + .py-xs-5 { padding-top: 1.5rem !important; padding-bottom: 1.5rem !important; } + .p-xs-6 { padding: 2rem !important; } + .pt-xs-6 { padding-top: 2rem !important; } + .pr-xs-6 { padding-right: 2rem !important; } + .pb-xs-6 { padding-bottom: 2rem !important; } + .pl-xs-6 { padding-left: 2rem !important; } + .px-xs-6 { padding-right: 2rem !important; padding-left: 2rem !important; } + .py-xs-6 { padding-top: 2rem !important; padding-bottom: 2rem !important; } + .p-xs-7 { padding: 2.5rem !important; } + .pt-xs-7 { padding-top: 2.5rem !important; } + .pr-xs-7 { padding-right: 2.5rem !important; } + .pb-xs-7 { padding-bottom: 2.5rem !important; } + .pl-xs-7 { padding-left: 2.5rem !important; } + .px-xs-7 { padding-right: 2.5rem !important; padding-left: 2.5rem !important; } + .py-xs-7 { padding-top: 2.5rem !important; padding-bottom: 2.5rem !important; } + .p-xs-8 { padding: 3rem !important; } + .pt-xs-8 { padding-top: 3rem !important; } + .pr-xs-8 { padding-right: 3rem !important; } + .pb-xs-8 { padding-bottom: 3rem !important; } + .pl-xs-8 { padding-left: 3rem !important; } + .px-xs-8 { padding-right: 3rem !important; padding-left: 3rem !important; } + .py-xs-8 { padding-top: 3rem !important; padding-bottom: 3rem !important; } + .p-xs-9 { padding: 3.5rem !important; } + .pt-xs-9 { padding-top: 3.5rem !important; } + .pr-xs-9 { padding-right: 3.5rem !important; } + .pb-xs-9 { padding-bottom: 3.5rem !important; } + .pl-xs-9 { padding-left: 3.5rem !important; } + .px-xs-9 { padding-right: 3.5rem !important; padding-left: 3.5rem !important; } + .py-xs-9 { padding-top: 3.5rem !important; padding-bottom: 3.5rem !important; } + .p-xs-10 { padding: 4rem !important; } + .pt-xs-10 { padding-top: 4rem !important; } + .pr-xs-10 { padding-right: 4rem !important; } + .pb-xs-10 { padding-bottom: 4rem !important; } + .pl-xs-10 { padding-left: 4rem !important; } + .px-xs-10 { padding-right: 4rem !important; padding-left: 4rem !important; } + .py-xs-10 { padding-top: 4rem !important; padding-bottom: 4rem !important; } } +@media (min-width: 31.25rem) { .p-sm-0 { padding: 0 !important; } + .pt-sm-0 { padding-top: 0 !important; } + .pr-sm-0 { padding-right: 0 !important; } + .pb-sm-0 { padding-bottom: 0 !important; } + .pl-sm-0 { padding-left: 0 !important; } + .px-sm-0 { padding-right: 0 !important; padding-left: 0 !important; } + .py-sm-0 { padding-top: 0 !important; padding-bottom: 0 !important; } + .p-sm-1 { padding: 0.25rem !important; } + .pt-sm-1 { padding-top: 0.25rem !important; } + .pr-sm-1 { padding-right: 0.25rem !important; } + .pb-sm-1 { padding-bottom: 0.25rem !important; } + .pl-sm-1 { padding-left: 0.25rem !important; } + .px-sm-1 { padding-right: 0.25rem !important; padding-left: 0.25rem !important; } + .py-sm-1 { padding-top: 0.25rem !important; padding-bottom: 0.25rem !important; } + .p-sm-2 { padding: 0.5rem !important; } + .pt-sm-2 { padding-top: 0.5rem !important; } + .pr-sm-2 { padding-right: 0.5rem !important; } + .pb-sm-2 { padding-bottom: 0.5rem !important; } + .pl-sm-2 { padding-left: 0.5rem !important; } + .px-sm-2 { padding-right: 0.5rem !important; padding-left: 0.5rem !important; } + .py-sm-2 { padding-top: 0.5rem !important; padding-bottom: 0.5rem !important; } + .p-sm-3 { padding: 0.75rem !important; } + .pt-sm-3 { padding-top: 0.75rem !important; } + .pr-sm-3 { padding-right: 0.75rem !important; } + .pb-sm-3 { padding-bottom: 0.75rem !important; } + .pl-sm-3 { padding-left: 0.75rem !important; } + .px-sm-3 { padding-right: 0.75rem !important; padding-left: 0.75rem !important; } + .py-sm-3 { padding-top: 0.75rem !important; padding-bottom: 0.75rem !important; } + .p-sm-4 { padding: 1rem !important; } + .pt-sm-4 { padding-top: 1rem !important; } + .pr-sm-4 { padding-right: 1rem !important; } + .pb-sm-4 { padding-bottom: 1rem !important; } + .pl-sm-4 { padding-left: 1rem !important; } + .px-sm-4 { padding-right: 1rem !important; padding-left: 1rem !important; } + .py-sm-4 { padding-top: 1rem !important; padding-bottom: 1rem !important; } + .p-sm-5 { padding: 1.5rem !important; } + .pt-sm-5 { padding-top: 1.5rem !important; } + .pr-sm-5 { padding-right: 1.5rem !important; } + .pb-sm-5 { padding-bottom: 1.5rem !important; } + .pl-sm-5 { padding-left: 1.5rem !important; } + .px-sm-5 { padding-right: 1.5rem !important; padding-left: 1.5rem !important; } + .py-sm-5 { padding-top: 1.5rem !important; padding-bottom: 1.5rem !important; } + .p-sm-6 { padding: 2rem !important; } + .pt-sm-6 { padding-top: 2rem !important; } + .pr-sm-6 { padding-right: 2rem !important; } + .pb-sm-6 { padding-bottom: 2rem !important; } + .pl-sm-6 { padding-left: 2rem !important; } + .px-sm-6 { padding-right: 2rem !important; padding-left: 2rem !important; } + .py-sm-6 { padding-top: 2rem !important; padding-bottom: 2rem !important; } + .p-sm-7 { padding: 2.5rem !important; } + .pt-sm-7 { padding-top: 2.5rem !important; } + .pr-sm-7 { padding-right: 2.5rem !important; } + .pb-sm-7 { padding-bottom: 2.5rem !important; } + .pl-sm-7 { padding-left: 2.5rem !important; } + .px-sm-7 { padding-right: 2.5rem !important; padding-left: 2.5rem !important; } + .py-sm-7 { padding-top: 2.5rem !important; padding-bottom: 2.5rem !important; } + .p-sm-8 { padding: 3rem !important; } + .pt-sm-8 { padding-top: 3rem !important; } + .pr-sm-8 { padding-right: 3rem !important; } + .pb-sm-8 { padding-bottom: 3rem !important; } + .pl-sm-8 { padding-left: 3rem !important; } + .px-sm-8 { padding-right: 3rem !important; padding-left: 3rem !important; } + .py-sm-8 { padding-top: 3rem !important; padding-bottom: 3rem !important; } + .p-sm-9 { padding: 3.5rem !important; } + .pt-sm-9 { padding-top: 3.5rem !important; } + .pr-sm-9 { padding-right: 3.5rem !important; } + .pb-sm-9 { padding-bottom: 3.5rem !important; } + .pl-sm-9 { padding-left: 3.5rem !important; } + .px-sm-9 { padding-right: 3.5rem !important; padding-left: 3.5rem !important; } + .py-sm-9 { padding-top: 3.5rem !important; padding-bottom: 3.5rem !important; } + .p-sm-10 { padding: 4rem !important; } + .pt-sm-10 { padding-top: 4rem !important; } + .pr-sm-10 { padding-right: 4rem !important; } + .pb-sm-10 { padding-bottom: 4rem !important; } + .pl-sm-10 { padding-left: 4rem !important; } + .px-sm-10 { padding-right: 4rem !important; padding-left: 4rem !important; } + .py-sm-10 { padding-top: 4rem !important; padding-bottom: 4rem !important; } } +@media (min-width: 50rem) { .p-md-0 { padding: 0 !important; } + .pt-md-0 { padding-top: 0 !important; } + .pr-md-0 { padding-right: 0 !important; } + .pb-md-0 { padding-bottom: 0 !important; } + .pl-md-0 { padding-left: 0 !important; } + .px-md-0 { padding-right: 0 !important; padding-left: 0 !important; } + .py-md-0 { padding-top: 0 !important; padding-bottom: 0 !important; } + .p-md-1 { padding: 0.25rem !important; } + .pt-md-1 { padding-top: 0.25rem !important; } + .pr-md-1 { padding-right: 0.25rem !important; } + .pb-md-1 { padding-bottom: 0.25rem !important; } + .pl-md-1 { padding-left: 0.25rem !important; } + .px-md-1 { padding-right: 0.25rem !important; padding-left: 0.25rem !important; } + .py-md-1 { padding-top: 0.25rem !important; padding-bottom: 0.25rem !important; } + .p-md-2 { padding: 0.5rem !important; } + .pt-md-2 { padding-top: 0.5rem !important; } + .pr-md-2 { padding-right: 0.5rem !important; } + .pb-md-2 { padding-bottom: 0.5rem !important; } + .pl-md-2 { padding-left: 0.5rem !important; } + .px-md-2 { padding-right: 0.5rem !important; padding-left: 0.5rem !important; } + .py-md-2 { padding-top: 0.5rem !important; padding-bottom: 0.5rem !important; } + .p-md-3 { padding: 0.75rem !important; } + .pt-md-3 { padding-top: 0.75rem !important; } + .pr-md-3 { padding-right: 0.75rem !important; } + .pb-md-3 { padding-bottom: 0.75rem !important; } + .pl-md-3 { padding-left: 0.75rem !important; } + .px-md-3 { padding-right: 0.75rem !important; padding-left: 0.75rem !important; } + .py-md-3 { padding-top: 0.75rem !important; padding-bottom: 0.75rem !important; } + .p-md-4 { padding: 1rem !important; } + .pt-md-4 { padding-top: 1rem !important; } + .pr-md-4 { padding-right: 1rem !important; } + .pb-md-4 { padding-bottom: 1rem !important; } + .pl-md-4 { padding-left: 1rem !important; } + .px-md-4 { padding-right: 1rem !important; padding-left: 1rem !important; } + .py-md-4 { padding-top: 1rem !important; padding-bottom: 1rem !important; } + .p-md-5 { padding: 1.5rem !important; } + .pt-md-5 { padding-top: 1.5rem !important; } + .pr-md-5 { padding-right: 1.5rem !important; } + .pb-md-5 { padding-bottom: 1.5rem !important; } + .pl-md-5 { padding-left: 1.5rem !important; } + .px-md-5 { padding-right: 1.5rem !important; padding-left: 1.5rem !important; } + .py-md-5 { padding-top: 1.5rem !important; padding-bottom: 1.5rem !important; } + .p-md-6 { padding: 2rem !important; } + .pt-md-6 { padding-top: 2rem !important; } + .pr-md-6 { padding-right: 2rem !important; } + .pb-md-6 { padding-bottom: 2rem !important; } + .pl-md-6 { padding-left: 2rem !important; } + .px-md-6 { padding-right: 2rem !important; padding-left: 2rem !important; } + .py-md-6 { padding-top: 2rem !important; padding-bottom: 2rem !important; } + .p-md-7 { padding: 2.5rem !important; } + .pt-md-7 { padding-top: 2.5rem !important; } + .pr-md-7 { padding-right: 2.5rem !important; } + .pb-md-7 { padding-bottom: 2.5rem !important; } + .pl-md-7 { padding-left: 2.5rem !important; } + .px-md-7 { padding-right: 2.5rem !important; padding-left: 2.5rem !important; } + .py-md-7 { padding-top: 2.5rem !important; padding-bottom: 2.5rem !important; } + .p-md-8 { padding: 3rem !important; } + .pt-md-8 { padding-top: 3rem !important; } + .pr-md-8 { padding-right: 3rem !important; } + .pb-md-8 { padding-bottom: 3rem !important; } + .pl-md-8 { padding-left: 3rem !important; } + .px-md-8 { padding-right: 3rem !important; padding-left: 3rem !important; } + .py-md-8 { padding-top: 3rem !important; padding-bottom: 3rem !important; } + .p-md-9 { padding: 3.5rem !important; } + .pt-md-9 { padding-top: 3.5rem !important; } + .pr-md-9 { padding-right: 3.5rem !important; } + .pb-md-9 { padding-bottom: 3.5rem !important; } + .pl-md-9 { padding-left: 3.5rem !important; } + .px-md-9 { padding-right: 3.5rem !important; padding-left: 3.5rem !important; } + .py-md-9 { padding-top: 3.5rem !important; padding-bottom: 3.5rem !important; } + .p-md-10 { padding: 4rem !important; } + .pt-md-10 { padding-top: 4rem !important; } + .pr-md-10 { padding-right: 4rem !important; } + .pb-md-10 { padding-bottom: 4rem !important; } + .pl-md-10 { padding-left: 4rem !important; } + .px-md-10 { padding-right: 4rem !important; padding-left: 4rem !important; } + .py-md-10 { padding-top: 4rem !important; padding-bottom: 4rem !important; } } +@media (min-width: 66.5rem) { .p-lg-0 { padding: 0 !important; } + .pt-lg-0 { padding-top: 0 !important; } + .pr-lg-0 { padding-right: 0 !important; } + .pb-lg-0 { padding-bottom: 0 !important; } + .pl-lg-0 { padding-left: 0 !important; } + .px-lg-0 { padding-right: 0 !important; padding-left: 0 !important; } + .py-lg-0 { padding-top: 0 !important; padding-bottom: 0 !important; } + .p-lg-1 { padding: 0.25rem !important; } + .pt-lg-1 { padding-top: 0.25rem !important; } + .pr-lg-1 { padding-right: 0.25rem !important; } + .pb-lg-1 { padding-bottom: 0.25rem !important; } + .pl-lg-1 { padding-left: 0.25rem !important; } + .px-lg-1 { padding-right: 0.25rem !important; padding-left: 0.25rem !important; } + .py-lg-1 { padding-top: 0.25rem !important; padding-bottom: 0.25rem !important; } + .p-lg-2 { padding: 0.5rem !important; } + .pt-lg-2 { padding-top: 0.5rem !important; } + .pr-lg-2 { padding-right: 0.5rem !important; } + .pb-lg-2 { padding-bottom: 0.5rem !important; } + .pl-lg-2 { padding-left: 0.5rem !important; } + .px-lg-2 { padding-right: 0.5rem !important; padding-left: 0.5rem !important; } + .py-lg-2 { padding-top: 0.5rem !important; padding-bottom: 0.5rem !important; } + .p-lg-3 { padding: 0.75rem !important; } + .pt-lg-3 { padding-top: 0.75rem !important; } + .pr-lg-3 { padding-right: 0.75rem !important; } + .pb-lg-3 { padding-bottom: 0.75rem !important; } + .pl-lg-3 { padding-left: 0.75rem !important; } + .px-lg-3 { padding-right: 0.75rem !important; padding-left: 0.75rem !important; } + .py-lg-3 { padding-top: 0.75rem !important; padding-bottom: 0.75rem !important; } + .p-lg-4 { padding: 1rem !important; } + .pt-lg-4 { padding-top: 1rem !important; } + .pr-lg-4 { padding-right: 1rem !important; } + .pb-lg-4 { padding-bottom: 1rem !important; } + .pl-lg-4 { padding-left: 1rem !important; } + .px-lg-4 { padding-right: 1rem !important; padding-left: 1rem !important; } + .py-lg-4 { padding-top: 1rem !important; padding-bottom: 1rem !important; } + .p-lg-5 { padding: 1.5rem !important; } + .pt-lg-5 { padding-top: 1.5rem !important; } + .pr-lg-5 { padding-right: 1.5rem !important; } + .pb-lg-5 { padding-bottom: 1.5rem !important; } + .pl-lg-5 { padding-left: 1.5rem !important; } + .px-lg-5 { padding-right: 1.5rem !important; padding-left: 1.5rem !important; } + .py-lg-5 { padding-top: 1.5rem !important; padding-bottom: 1.5rem !important; } + .p-lg-6 { padding: 2rem !important; } + .pt-lg-6 { padding-top: 2rem !important; } + .pr-lg-6 { padding-right: 2rem !important; } + .pb-lg-6 { padding-bottom: 2rem !important; } + .pl-lg-6 { padding-left: 2rem !important; } + .px-lg-6 { padding-right: 2rem !important; padding-left: 2rem !important; } + .py-lg-6 { padding-top: 2rem !important; padding-bottom: 2rem !important; } + .p-lg-7 { padding: 2.5rem !important; } + .pt-lg-7 { padding-top: 2.5rem !important; } + .pr-lg-7 { padding-right: 2.5rem !important; } + .pb-lg-7 { padding-bottom: 2.5rem !important; } + .pl-lg-7 { padding-left: 2.5rem !important; } + .px-lg-7 { padding-right: 2.5rem !important; padding-left: 2.5rem !important; } + .py-lg-7 { padding-top: 2.5rem !important; padding-bottom: 2.5rem !important; } + .p-lg-8 { padding: 3rem !important; } + .pt-lg-8 { padding-top: 3rem !important; } + .pr-lg-8 { padding-right: 3rem !important; } + .pb-lg-8 { padding-bottom: 3rem !important; } + .pl-lg-8 { padding-left: 3rem !important; } + .px-lg-8 { padding-right: 3rem !important; padding-left: 3rem !important; } + .py-lg-8 { padding-top: 3rem !important; padding-bottom: 3rem !important; } + .p-lg-9 { padding: 3.5rem !important; } + .pt-lg-9 { padding-top: 3.5rem !important; } + .pr-lg-9 { padding-right: 3.5rem !important; } + .pb-lg-9 { padding-bottom: 3.5rem !important; } + .pl-lg-9 { padding-left: 3.5rem !important; } + .px-lg-9 { padding-right: 3.5rem !important; padding-left: 3.5rem !important; } + .py-lg-9 { padding-top: 3.5rem !important; padding-bottom: 3.5rem !important; } + .p-lg-10 { padding: 4rem !important; } + .pt-lg-10 { padding-top: 4rem !important; } + .pr-lg-10 { padding-right: 4rem !important; } + .pb-lg-10 { padding-bottom: 4rem !important; } + .pl-lg-10 { padding-left: 4rem !important; } + .px-lg-10 { padding-right: 4rem !important; padding-left: 4rem !important; } + .py-lg-10 { padding-top: 4rem !important; padding-bottom: 4rem !important; } } +@media (min-width: 87.5rem) { .p-xl-0 { padding: 0 !important; } + .pt-xl-0 { padding-top: 0 !important; } + .pr-xl-0 { padding-right: 0 !important; } + .pb-xl-0 { padding-bottom: 0 !important; } + .pl-xl-0 { padding-left: 0 !important; } + .px-xl-0 { padding-right: 0 !important; padding-left: 0 !important; } + .py-xl-0 { padding-top: 0 !important; padding-bottom: 0 !important; } + .p-xl-1 { padding: 0.25rem !important; } + .pt-xl-1 { padding-top: 0.25rem !important; } + .pr-xl-1 { padding-right: 0.25rem !important; } + .pb-xl-1 { padding-bottom: 0.25rem !important; } + .pl-xl-1 { padding-left: 0.25rem !important; } + .px-xl-1 { padding-right: 0.25rem !important; padding-left: 0.25rem !important; } + .py-xl-1 { padding-top: 0.25rem !important; padding-bottom: 0.25rem !important; } + .p-xl-2 { padding: 0.5rem !important; } + .pt-xl-2 { padding-top: 0.5rem !important; } + .pr-xl-2 { padding-right: 0.5rem !important; } + .pb-xl-2 { padding-bottom: 0.5rem !important; } + .pl-xl-2 { padding-left: 0.5rem !important; } + .px-xl-2 { padding-right: 0.5rem !important; padding-left: 0.5rem !important; } + .py-xl-2 { padding-top: 0.5rem !important; padding-bottom: 0.5rem !important; } + .p-xl-3 { padding: 0.75rem !important; } + .pt-xl-3 { padding-top: 0.75rem !important; } + .pr-xl-3 { padding-right: 0.75rem !important; } + .pb-xl-3 { padding-bottom: 0.75rem !important; } + .pl-xl-3 { padding-left: 0.75rem !important; } + .px-xl-3 { padding-right: 0.75rem !important; padding-left: 0.75rem !important; } + .py-xl-3 { padding-top: 0.75rem !important; padding-bottom: 0.75rem !important; } + .p-xl-4 { padding: 1rem !important; } + .pt-xl-4 { padding-top: 1rem !important; } + .pr-xl-4 { padding-right: 1rem !important; } + .pb-xl-4 { padding-bottom: 1rem !important; } + .pl-xl-4 { padding-left: 1rem !important; } + .px-xl-4 { padding-right: 1rem !important; padding-left: 1rem !important; } + .py-xl-4 { padding-top: 1rem !important; padding-bottom: 1rem !important; } + .p-xl-5 { padding: 1.5rem !important; } + .pt-xl-5 { padding-top: 1.5rem !important; } + .pr-xl-5 { padding-right: 1.5rem !important; } + .pb-xl-5 { padding-bottom: 1.5rem !important; } + .pl-xl-5 { padding-left: 1.5rem !important; } + .px-xl-5 { padding-right: 1.5rem !important; padding-left: 1.5rem !important; } + .py-xl-5 { padding-top: 1.5rem !important; padding-bottom: 1.5rem !important; } + .p-xl-6 { padding: 2rem !important; } + .pt-xl-6 { padding-top: 2rem !important; } + .pr-xl-6 { padding-right: 2rem !important; } + .pb-xl-6 { padding-bottom: 2rem !important; } + .pl-xl-6 { padding-left: 2rem !important; } + .px-xl-6 { padding-right: 2rem !important; padding-left: 2rem !important; } + .py-xl-6 { padding-top: 2rem !important; padding-bottom: 2rem !important; } + .p-xl-7 { padding: 2.5rem !important; } + .pt-xl-7 { padding-top: 2.5rem !important; } + .pr-xl-7 { padding-right: 2.5rem !important; } + .pb-xl-7 { padding-bottom: 2.5rem !important; } + .pl-xl-7 { padding-left: 2.5rem !important; } + .px-xl-7 { padding-right: 2.5rem !important; padding-left: 2.5rem !important; } + .py-xl-7 { padding-top: 2.5rem !important; padding-bottom: 2.5rem !important; } + .p-xl-8 { padding: 3rem !important; } + .pt-xl-8 { padding-top: 3rem !important; } + .pr-xl-8 { padding-right: 3rem !important; } + .pb-xl-8 { padding-bottom: 3rem !important; } + .pl-xl-8 { padding-left: 3rem !important; } + .px-xl-8 { padding-right: 3rem !important; padding-left: 3rem !important; } + .py-xl-8 { padding-top: 3rem !important; padding-bottom: 3rem !important; } + .p-xl-9 { padding: 3.5rem !important; } + .pt-xl-9 { padding-top: 3.5rem !important; } + .pr-xl-9 { padding-right: 3.5rem !important; } + .pb-xl-9 { padding-bottom: 3.5rem !important; } + .pl-xl-9 { padding-left: 3.5rem !important; } + .px-xl-9 { padding-right: 3.5rem !important; padding-left: 3.5rem !important; } + .py-xl-9 { padding-top: 3.5rem !important; padding-bottom: 3.5rem !important; } + .p-xl-10 { padding: 4rem !important; } + .pt-xl-10 { padding-top: 4rem !important; } + .pr-xl-10 { padding-right: 4rem !important; } + .pb-xl-10 { padding-bottom: 4rem !important; } + .pl-xl-10 { padding-left: 4rem !important; } + .px-xl-10 { padding-right: 4rem !important; padding-left: 4rem !important; } + .py-xl-10 { padding-top: 4rem !important; padding-bottom: 4rem !important; } } +@media print { .site-footer, .site-button, #edit-this-page, #back-to-top, .site-nav, .main-header { display: none !important; } + .side-bar { width: 100%; height: auto; border-right: 0 !important; } + .site-header { border-bottom: 1px solid #eeebee; } + .site-title { font-size: 1rem !important; font-weight: 700 !important; } + .text-small { font-size: 8pt !important; } + pre.highlight { border: 1px solid #eeebee; } + .main { max-width: none; margin-left: 0; } } +a.skip-to-main { left: -999px; position: absolute; top: auto; width: 1px; height: 1px; overflow: hidden; z-index: -999; } + +a.skip-to-main:focus, a.skip-to-main:active { color: #7253ed; background-color: #fff; left: auto; top: auto; width: 30%; height: auto; overflow: auto; margin: 10px 35%; padding: 5px; border-radius: 15px; border: 4px solid #5e41d0; text-align: center; font-size: 1.2em; z-index: 999; } + +div.opaque { background-color: #fff; } + +p.note, blockquote.note { background: #f5f7f9; border-left: 4px solid #2ce5b5; border-radius: 4px; box-shadow: 0 1px 2px rgba(0, 0, 0, 0.12), 0 3px 10px rgba(0, 0, 0, 0.08); padding: .8rem; } +p.note > .note-title, blockquote.note > .note-title { color: #2ce5b5; display: block; font-weight: bold; text-transform: uppercase; font-size: .75em; padding-bottom: .125rem; } + +p.note-title, blockquote.note-title { background: #f5f7f9; border-left: 4px solid #2ce5b5; border-radius: 4px; box-shadow: 0 1px 2px rgba(0, 0, 0, 0.12), 0 3px 10px rgba(0, 0, 0, 0.08); padding: .8rem; } +p.note-title > p:first-child, blockquote.note-title > p:first-child { margin-top: 0; margin-bottom: 0; color: #2ce5b5; display: block; font-weight: bold; text-transform: uppercase; font-size: .75em; padding-bottom: .125rem; } + +blockquote.note { margin-left: 0; margin-right: 0; } +blockquote.note > p:first-child { margin-top: 0; } +blockquote.note > p:last-child { margin-bottom: 0; } + +blockquote.note-title { margin-left: 0; margin-right: 0; } +blockquote.note-title > p:nth-child(2) { margin-top: 0; } +blockquote.note-title > p:last-child { margin-bottom: 0; } + +p.warning, blockquote.warning { background: rgba(247, 126, 126, 0.2); border-left: 4px solid #dd2e2e; border-radius: 4px; box-shadow: 0 1px 2px rgba(0, 0, 0, 0.12), 0 3px 10px rgba(0, 0, 0, 0.08); padding: .8rem; } +p.warning::before, blockquote.warning::before { color: #dd2e2e; content: "⚠️ Warning ⚠️"; display: block; font-weight: bold; text-transform: uppercase; font-size: .75em; padding-bottom: .125rem; } +p.warning > .warning-title, blockquote.warning > .warning-title { color: #dd2e2e; display: block; font-weight: bold; text-transform: uppercase; font-size: .75em; padding-bottom: .125rem; } + +p.warning-title, blockquote.warning-title { background: rgba(247, 126, 126, 0.2); border-left: 4px solid #dd2e2e; border-radius: 4px; box-shadow: 0 1px 2px rgba(0, 0, 0, 0.12), 0 3px 10px rgba(0, 0, 0, 0.08); padding: .8rem; } +p.warning-title > p:first-child, blockquote.warning-title > p:first-child { margin-top: 0; margin-bottom: 0; color: #dd2e2e; display: block; font-weight: bold; text-transform: uppercase; font-size: .75em; padding-bottom: .125rem; } + +blockquote.warning { margin-left: 0; margin-right: 0; } +blockquote.warning > p:first-child { margin-top: 0; } +blockquote.warning > p:last-child { margin-bottom: 0; } + +blockquote.warning-title { margin-left: 0; margin-right: 0; } +blockquote.warning-title > p:nth-child(2) { margin-top: 0; } +blockquote.warning-title > p:last-child { margin-bottom: 0; } + +p.tip, blockquote.tip { background: rgba(65, 214, 147, 0.2); border-left: 4px solid #026e57; border-radius: 4px; box-shadow: 0 1px 2px rgba(0, 0, 0, 0.12), 0 3px 10px rgba(0, 0, 0, 0.08); padding: .8rem; } +p.tip > .tip-title, blockquote.tip > .tip-title { color: #026e57; display: block; font-weight: bold; text-transform: uppercase; font-size: .75em; padding-bottom: .125rem; } + +p.tip-title, blockquote.tip-title { background: rgba(65, 214, 147, 0.2); border-left: 4px solid #026e57; border-radius: 4px; box-shadow: 0 1px 2px rgba(0, 0, 0, 0.12), 0 3px 10px rgba(0, 0, 0, 0.08); padding: .8rem; } +p.tip-title > p:first-child, blockquote.tip-title > p:first-child { margin-top: 0; margin-bottom: 0; color: #026e57; display: block; font-weight: bold; text-transform: uppercase; font-size: .75em; padding-bottom: .125rem; } + +blockquote.tip { margin-left: 0; margin-right: 0; } +blockquote.tip > p:first-child { margin-top: 0; } +blockquote.tip > p:last-child { margin-bottom: 0; } + +blockquote.tip-title { margin-left: 0; margin-right: 0; } +blockquote.tip-title > p:nth-child(2) { margin-top: 0; } +blockquote.tip-title > p:last-child { margin-bottom: 0; } + +p.fubar, blockquote.fubar { background: rgba(114, 83, 237, 0.2); border-left: 4px solid #381885; border-radius: 4px; box-shadow: 0 1px 2px rgba(0, 0, 0, 0.12), 0 3px 10px rgba(0, 0, 0, 0.08); padding: .8rem; } +p.fubar > .fubar-title, blockquote.fubar > .fubar-title { color: #381885; display: block; font-weight: bold; text-transform: uppercase; font-size: .75em; padding-bottom: .125rem; } + +p.fubar-title, blockquote.fubar-title { background: rgba(114, 83, 237, 0.2); border-left: 4px solid #381885; border-radius: 4px; box-shadow: 0 1px 2px rgba(0, 0, 0, 0.12), 0 3px 10px rgba(0, 0, 0, 0.08); padding: .8rem; } +p.fubar-title > p:first-child, blockquote.fubar-title > p:first-child { margin-top: 0; margin-bottom: 0; color: #381885; display: block; font-weight: bold; text-transform: uppercase; font-size: .75em; padding-bottom: .125rem; } + +blockquote.fubar { margin-left: 0; margin-right: 0; } +blockquote.fubar > p:first-child { margin-top: 0; } +blockquote.fubar > p:last-child { margin-bottom: 0; } + +blockquote.fubar-title { margin-left: 0; margin-right: 0; } +blockquote.fubar-title > p:nth-child(2) { margin-top: 0; } +blockquote.fubar-title > p:last-child { margin-bottom: 0; } + +@font-face { font-family: GalanoGrotesque-ExtraLight; src: local(GalanoGrotesque-ExtraLight), url("../fonts/Rene Bieder - Galano Grotesque ExtraLight.otf"); } +@font-face { font-family: GalanoGrotesque; src: local(GalanoGrotesque-Regular), url("../fonts/Rene Bieder - Galano Grotesque.otf"); } +@font-face { font-family: GalanoGrotesque-Bold; src: local(GalanoGrotesque-Bold), url("../fonts/Rene Bieder - Galano Grotesque Bold.otf"); } +@font-face { font-family: GalanoGrotesque-Medium; src: local(Rene-Bieder-Galano-Grotesque-Medium), url("../fonts/Rene Bieder - Galano Grotesque Medium.otf"); } +html { scroll-padding-top: 90px; } + +body { font-family: GalanoGrotesque; color: #000000; } +body .body-wrapper, body footer { display: flex; } +body .body-wrapper .main, body .body-wrapper .footer-main, body footer .main, body footer .footer-main { width: 75%; max-width: 75%; margin-left: 0; float: right; position: relative; } +body .body-wrapper .main .main-content-wrap, body .body-wrapper .footer-main .main-content-wrap, body footer .main .main-content-wrap, body footer .footer-main .main-content-wrap { max-width: 1300px; padding: 80px; } +body .body-wrapper .side-bar, body .body-wrapper .footer-sidebar, body footer .side-bar, body footer .footer-sidebar { width: 25%; max-width: 25%; position: relative; height: auto; background-color: #f5f7f9; } +body a { color: #279890; } +body p, body li { font-family: GalanoGrotesque; font-size: 1em; } +body h1 { margin-top: 40px !important; font-family: GalanoGrotesque-Medium; font-size: 42px !important; color: #000000; } +body h2 { margin-top: 40px !important; font-size: 28px !important; font-family: GalanoGrotesque-Medium; } +body h2#table-of-contents { font-family: GalanoGrotesque-Medium; color: #ffffff; font-size: 14px !important; } +body h3 { margin-top: 25px !important; font-size: 18px; font-weight: 600; font-family: GalanoGrotesque-Medium; } +body h4 { margin-top: 25px !important; font-size: 16px; font-weight: 600; font-family: GalanoGrotesque-Medium; } +body .text-delta { text-transform: none; width: 100%; display: block; background-color: #279890; color: #ffffff; border-radius: 2px 2px 0 0; font-size: 14px !important; padding: 10px 15px 8px 15px; } +body .text-delta + ul { background-color: #f5f7f9; width: 100%; border: none; margin-top: 0; border-radius: 0; position: relative; top: -3px; padding: 15px 25px 15px 25px; } +body .text-delta + ul li { text-decoration: underline; } +body .text-delta + ul li::before { content: none; } +body .text-delta + ul li a:hover { background-image: none; } +body .text-delta + ul li a { white-space: normal; } +body #markdown-toc { background-color: #f5f7f9; width: 100%; border: none; margin-top: 0; border-radius: 0; position: relative; top: -3px; padding: 15px 25px 15px 25px; } +body #markdown-toc li::before { display: none; } +body #markdown-toc li a { color: #279890; font-size: 1em; background-image: none; white-space: normal; } +body #markdown-toc li a:hover { background-image: none; color: #279890; } +body #markdown-toc li ol, body #markdown-toc li ul { border: none; } +body #markdown-toc li ol li a, body #markdown-toc li ul li a { padding-bottom: 0; } +body div.highlighter-rouge pre.highlight { padding: 10px; } +body .highlight code { background-color: transparent; } +body .btn { padding: 6px 14px; color: #2f3433; font-family: GalanoGrotesque; border-radius: 4px; background: #ffffff; border: solid 2px #2f3433; box-shadow: none; } +body .btn:hover { border-color: #279890; color: #279890; background: #ffffff; } +body .btn-green { font-size: 16px; line-height: 1.63; letter-spacing: 0.05px; color: #ffffff; background-color: #279890; border: 2px solid #279890; } +body .btn-green:hover { background-color: #ffffff; color: #279890; } +body .main-content h1:hover a.anchor-heading, body .main-content h2:hover a.anchor-heading, body .main-content h3:hover a.anchor-heading, body .main-content h4:hover a.anchor-heading, body .main-content h5:hover a.anchor-heading, body .main-content h6:hover a.anchor-heading { left: -1.7rem; background-image: url("../../assets/icons/anchor.svg"); width: 24px; height: 24px; background-repeat: no-repeat; background-size: contain; background-position: center center; } +body .main-content h1:hover a.anchor-heading svg, body .main-content h2:hover a.anchor-heading svg, body .main-content h3:hover a.anchor-heading svg, body .main-content h4:hover a.anchor-heading svg, body .main-content h5:hover a.anchor-heading svg, body .main-content h6:hover a.anchor-heading svg { display: none; } +body .main-content h1:hover a.anchor-heading:hover, body .main-content h2:hover a.anchor-heading:hover, body .main-content h3:hover a.anchor-heading:hover, body .main-content h4:hover a.anchor-heading:hover, body .main-content h5:hover a.anchor-heading:hover, body .main-content h6:hover a.anchor-heading:hover { background-image: url("../../assets/icons/anchor green.svg"); } +body .main-content .toc-block { display: table-cell; } + +.main .main-header, .side-bar .site-header { background-color: white; height: 80px; max-height: 80px; min-height: 80px; border: 0; position: fixed; z-index: 2; } + +.main .main-header { width: 75%; } +.main .main-header nav.aux-nav { width: 100%; padding: 0; max-width: 1080px; } +.main .main-header nav.aux-nav .aux-nav-list { justify-content: flex-end; padding: 20px 80px; } +.main .main-header nav.aux-nav .aux-nav-list .aux-nav-list-item a.site-button { font-size: 16px; line-height: 1.63; letter-spacing: 0.05px; color: #000000; margin: 0 4px; } +.main .main-header nav.aux-nav .aux-nav-list .aux-nav-list-item a.site-button:hover { background-image: none; } +.main .main-header nav.aux-nav .aux-nav-list .aux-nav-list-item:hover a, .main .main-header nav.aux-nav .aux-nav-list .aux-nav-list-item.active a { color: #279890; } +.main .main-header nav.aux-nav .aux-nav-list .aux-nav-list-item.button a.site-button { font-size: 16px; line-height: 1.63; letter-spacing: 0.05px; color: #ffffff; margin: 0 0 0 20px; padding: 18px; border-radius: 6px; background-color: #f24886; border: 2px solid #f24886; } +.main .main-header nav.aux-nav .aux-nav-list .aux-nav-list-item.button a.site-button:hover { background-color: #b62d55; border: 2px solid #b62d55; color: #ffffff; } + +.side-bar:after { content: ' '; position: fixed; width: 100vw; top: 80px; box-shadow: 0 0 6px 2px rgba(0, 0, 0, 0.23); left: 0; right: 0; z-index: 0; } + +.side-bar .site-header { width: 25%; justify-content: flex-end; top: 0; } +.side-bar .site-header a.site-title { max-width: 290px; padding: 0; } +.side-bar .site-header a.site-title .site-logo { width: 150px; height: inherit; } +.side-bar .site-header a.site-title:hover { background-image: none; background-color: transparent; } + +.site-logo { width: 135px; height: 30px; } + +.side-bar { padding: 80px 0; border: 0; display: block; z-index: 1; } +.side-bar nav.site-nav, .side-bar nav.aux-nav { padding: 0; width: 100%; display: initial; } +.side-bar nav.site-nav .nav-list, .side-bar nav.site-nav .aux-nav-list, .side-bar nav.aux-nav .nav-list, .side-bar nav.aux-nav .aux-nav-list { width: 100%; padding: 0; margin-top: 30px; } +.side-bar nav.site-nav .nav-list .nav-list-item, .side-bar nav.site-nav .nav-list .aux-nav-list-item, .side-bar nav.site-nav .aux-nav-list .nav-list-item, .side-bar nav.site-nav .aux-nav-list .aux-nav-list-item, .side-bar nav.aux-nav .nav-list .nav-list-item, .side-bar nav.aux-nav .nav-list .aux-nav-list-item, .side-bar nav.aux-nav .aux-nav-list .nav-list-item, .side-bar nav.aux-nav .aux-nav-list .aux-nav-list-item { padding: 0; } +.side-bar nav.site-nav .nav-list .nav-list-item:hover, .side-bar nav.site-nav .nav-list .aux-nav-list-item:hover, .side-bar nav.site-nav .aux-nav-list .nav-list-item:hover, .side-bar nav.site-nav .aux-nav-list .aux-nav-list-item:hover, .side-bar nav.aux-nav .nav-list .nav-list-item:hover, .side-bar nav.aux-nav .nav-list .aux-nav-list-item:hover, .side-bar nav.aux-nav .aux-nav-list .nav-list-item:hover, .side-bar nav.aux-nav .aux-nav-list .aux-nav-list-item:hover { background-color: #ffffff; } +.side-bar nav.site-nav .nav-list .nav-list-item.active:hover, .side-bar nav.site-nav .nav-list .aux-nav-list-item.active:hover, .side-bar nav.site-nav .aux-nav-list .nav-list-item.active:hover, .side-bar nav.site-nav .aux-nav-list .aux-nav-list-item.active:hover, .side-bar nav.aux-nav .nav-list .nav-list-item.active:hover, .side-bar nav.aux-nav .nav-list .aux-nav-list-item.active:hover, .side-bar nav.aux-nav .aux-nav-list .nav-list-item.active:hover, .side-bar nav.aux-nav .aux-nav-list .aux-nav-list-item.active:hover { background-color: transparent; } +.side-bar nav.site-nav .nav-list .nav-list-item.active .nav_list li, .side-bar nav.site-nav .nav-list .aux-nav-list-item.active .nav_list li, .side-bar nav.site-nav .aux-nav-list .nav-list-item.active .nav_list li, .side-bar nav.site-nav .aux-nav-list .aux-nav-list-item.active .nav_list li, .side-bar nav.aux-nav .nav-list .nav-list-item.active .nav_list li, .side-bar nav.aux-nav .nav-list .aux-nav-list-item.active .nav_list li, .side-bar nav.aux-nav .aux-nav-list .nav-list-item.active .nav_list li, .side-bar nav.aux-nav .aux-nav-list .aux-nav-list-item.active .nav_list li { padding-right: 0; padding-left: 0; } +.side-bar nav.site-nav .nav-list .nav-list-item.active .nav_list li:hover, .side-bar nav.site-nav .nav-list .aux-nav-list-item.active .nav_list li:hover, .side-bar nav.site-nav .aux-nav-list .nav-list-item.active .nav_list li:hover, .side-bar nav.site-nav .aux-nav-list .aux-nav-list-item.active .nav_list li:hover, .side-bar nav.aux-nav .nav-list .nav-list-item.active .nav_list li:hover, .side-bar nav.aux-nav .nav-list .aux-nav-list-item.active .nav_list li:hover, .side-bar nav.aux-nav .aux-nav-list .nav-list-item.active .nav_list li:hover, .side-bar nav.aux-nav .aux-nav-list .aux-nav-list-item.active .nav_list li:hover { background-color: #ffffff; } +.side-bar nav.site-nav .nav-list .nav-list-item.header, .side-bar nav.site-nav .nav-list .aux-nav-list-item.header, .side-bar nav.site-nav .aux-nav-list .nav-list-item.header, .side-bar nav.site-nav .aux-nav-list .aux-nav-list-item.header, .side-bar nav.aux-nav .nav-list .nav-list-item.header, .side-bar nav.aux-nav .nav-list .aux-nav-list-item.header, .side-bar nav.aux-nav .aux-nav-list .nav-list-item.header, .side-bar nav.aux-nav .aux-nav-list .aux-nav-list-item.header { padding: 12px 40px 12px calc(100% - 290px); color: #279890; font-family: GalanoGrotesque-Bold; font-size: 18px !important; letter-spacing: 1.1px; } +.side-bar nav.site-nav .nav-list .nav-list-item.header:hover, .side-bar nav.site-nav .nav-list .aux-nav-list-item.header:hover, .side-bar nav.site-nav .aux-nav-list .nav-list-item.header:hover, .side-bar nav.site-nav .aux-nav-list .aux-nav-list-item.header:hover, .side-bar nav.aux-nav .nav-list .nav-list-item.header:hover, .side-bar nav.aux-nav .nav-list .aux-nav-list-item.header:hover, .side-bar nav.aux-nav .aux-nav-list .nav-list-item.header:hover, .side-bar nav.aux-nav .aux-nav-list .aux-nav-list-item.header:hover { background-color: transparent; background-image: none; } +.side-bar nav.site-nav .nav-list .nav-list-item.header:not(:first-of-type), .side-bar nav.site-nav .nav-list .aux-nav-list-item.header:not(:first-of-type), .side-bar nav.site-nav .aux-nav-list .nav-list-item.header:not(:first-of-type), .side-bar nav.site-nav .aux-nav-list .aux-nav-list-item.header:not(:first-of-type), .side-bar nav.aux-nav .nav-list .nav-list-item.header:not(:first-of-type), .side-bar nav.aux-nav .nav-list .aux-nav-list-item.header:not(:first-of-type), .side-bar nav.aux-nav .aux-nav-list .nav-list-item.header:not(:first-of-type), .side-bar nav.aux-nav .aux-nav-list .aux-nav-list-item.header:not(:first-of-type) { padding-top: 36px; border-top: 1px solid #dadada; margin-top: 20px; } +.side-bar nav.site-nav .nav-list .nav-list-item a.nav-list-link, .side-bar nav.site-nav .nav-list .aux-nav-list-item a.nav-list-link, .side-bar nav.site-nav .aux-nav-list .nav-list-item a.nav-list-link, .side-bar nav.site-nav .aux-nav-list .aux-nav-list-item a.nav-list-link, .side-bar nav.aux-nav .nav-list .nav-list-item a.nav-list-link, .side-bar nav.aux-nav .nav-list .aux-nav-list-item a.nav-list-link, .side-bar nav.aux-nav .aux-nav-list .nav-list-item a.nav-list-link, .side-bar nav.aux-nav .aux-nav-list .aux-nav-list-item a.nav-list-link { padding: 12px 40px 12px calc(100% - 290px); font-size: 14px !important; color: #576489; font-family: GalanoGrotesque; letter-spacing: 1.1px; } +.side-bar nav.site-nav .nav-list .nav-list-item a.nav-list-link.active, .side-bar nav.site-nav .nav-list .nav-list-item a.nav-list-link:hover, .side-bar nav.site-nav .nav-list .aux-nav-list-item a.nav-list-link.active, .side-bar nav.site-nav .nav-list .aux-nav-list-item a.nav-list-link:hover, .side-bar nav.site-nav .aux-nav-list .nav-list-item a.nav-list-link.active, .side-bar nav.site-nav .aux-nav-list .nav-list-item a.nav-list-link:hover, .side-bar nav.site-nav .aux-nav-list .aux-nav-list-item a.nav-list-link.active, .side-bar nav.site-nav .aux-nav-list .aux-nav-list-item a.nav-list-link:hover, .side-bar nav.aux-nav .nav-list .nav-list-item a.nav-list-link.active, .side-bar nav.aux-nav .nav-list .nav-list-item a.nav-list-link:hover, .side-bar nav.aux-nav .nav-list .aux-nav-list-item a.nav-list-link.active, .side-bar nav.aux-nav .nav-list .aux-nav-list-item a.nav-list-link:hover, .side-bar nav.aux-nav .aux-nav-list .nav-list-item a.nav-list-link.active, .side-bar nav.aux-nav .aux-nav-list .nav-list-item a.nav-list-link:hover, .side-bar nav.aux-nav .aux-nav-list .aux-nav-list-item a.nav-list-link.active, .side-bar nav.aux-nav .aux-nav-list .aux-nav-list-item a.nav-list-link:hover { background-color: #ffffff; background-image: none; } +.side-bar nav.site-nav .nav-list .nav-list-item a.nav-list-link.active, .side-bar nav.site-nav .nav-list .aux-nav-list-item a.nav-list-link.active, .side-bar nav.site-nav .aux-nav-list .nav-list-item a.nav-list-link.active, .side-bar nav.site-nav .aux-nav-list .aux-nav-list-item a.nav-list-link.active, .side-bar nav.aux-nav .nav-list .nav-list-item a.nav-list-link.active, .side-bar nav.aux-nav .nav-list .aux-nav-list-item a.nav-list-link.active, .side-bar nav.aux-nav .aux-nav-list .nav-list-item a.nav-list-link.active, .side-bar nav.aux-nav .aux-nav-list .aux-nav-list-item a.nav-list-link.active { font-family: GalanoGrotesque-Medium !important; color: #279890 !important; } +.side-bar nav.site-nav .nav-list .nav-list-item .nav-list-expander, .side-bar nav.site-nav .nav-list .aux-nav-list-item .nav-list-expander, .side-bar nav.site-nav .aux-nav-list .nav-list-item .nav-list-expander, .side-bar nav.site-nav .aux-nav-list .aux-nav-list-item .nav-list-expander, .side-bar nav.aux-nav .nav-list .nav-list-item .nav-list-expander, .side-bar nav.aux-nav .nav-list .aux-nav-list-item .nav-list-expander, .side-bar nav.aux-nav .aux-nav-list .nav-list-item .nav-list-expander, .side-bar nav.aux-nav .aux-nav-list .aux-nav-list-item .nav-list-expander { right: 40px; width: 22px; height: 22px; padding: 0; margin: 14px 0 0 0; } +.side-bar nav.site-nav .nav-list .nav-list-item .nav-list-expander svg, .side-bar nav.site-nav .nav-list .aux-nav-list-item .nav-list-expander svg, .side-bar nav.site-nav .aux-nav-list .nav-list-item .nav-list-expander svg, .side-bar nav.site-nav .aux-nav-list .aux-nav-list-item .nav-list-expander svg, .side-bar nav.aux-nav .nav-list .nav-list-item .nav-list-expander svg, .side-bar nav.aux-nav .nav-list .aux-nav-list-item .nav-list-expander svg, .side-bar nav.aux-nav .aux-nav-list .nav-list-item .nav-list-expander svg, .side-bar nav.aux-nav .aux-nav-list .aux-nav-list-item .nav-list-expander svg { color: #000000; } +.side-bar nav.site-nav .nav-list .nav-list-item .nav-list-expander:hover, .side-bar nav.site-nav .nav-list .aux-nav-list-item .nav-list-expander:hover, .side-bar nav.site-nav .aux-nav-list .nav-list-item .nav-list-expander:hover, .side-bar nav.site-nav .aux-nav-list .aux-nav-list-item .nav-list-expander:hover, .side-bar nav.aux-nav .nav-list .nav-list-item .nav-list-expander:hover, .side-bar nav.aux-nav .nav-list .aux-nav-list-item .nav-list-expander:hover, .side-bar nav.aux-nav .aux-nav-list .nav-list-item .nav-list-expander:hover, .side-bar nav.aux-nav .aux-nav-list .aux-nav-list-item .nav-list-expander:hover { background-color: none; background-image: none; } +.side-bar nav.site-nav .nav-list .nav-list-item .nav-list, .side-bar nav.site-nav .nav-list .nav-list-item .aux-nav-list, .side-bar nav.site-nav .nav-list .aux-nav-list-item .nav-list, .side-bar nav.site-nav .nav-list .aux-nav-list-item .aux-nav-list, .side-bar nav.site-nav .aux-nav-list .nav-list-item .nav-list, .side-bar nav.site-nav .aux-nav-list .nav-list-item .aux-nav-list, .side-bar nav.site-nav .aux-nav-list .aux-nav-list-item .nav-list, .side-bar nav.site-nav .aux-nav-list .aux-nav-list-item .aux-nav-list, .side-bar nav.aux-nav .nav-list .nav-list-item .nav-list, .side-bar nav.aux-nav .nav-list .nav-list-item .aux-nav-list, .side-bar nav.aux-nav .nav-list .aux-nav-list-item .nav-list, .side-bar nav.aux-nav .nav-list .aux-nav-list-item .aux-nav-list, .side-bar nav.aux-nav .aux-nav-list .nav-list-item .nav-list, .side-bar nav.aux-nav .aux-nav-list .nav-list-item .aux-nav-list, .side-bar nav.aux-nav .aux-nav-list .aux-nav-list-item .nav-list, .side-bar nav.aux-nav .aux-nav-list .aux-nav-list-item .aux-nav-list { margin-top: 0; } +.side-bar nav.site-nav .nav-list .nav-list-item .nav-list a.nav-list-link, .side-bar nav.site-nav .nav-list .nav-list-item .nav-list a.aux-nav-list-item, .side-bar nav.site-nav .nav-list .nav-list-item .aux-nav-list a.nav-list-link, .side-bar nav.site-nav .nav-list .nav-list-item .aux-nav-list a.aux-nav-list-item, .side-bar nav.site-nav .nav-list .aux-nav-list-item .nav-list a.nav-list-link, .side-bar nav.site-nav .nav-list .aux-nav-list-item .nav-list a.aux-nav-list-item, .side-bar nav.site-nav .nav-list .aux-nav-list-item .aux-nav-list a.nav-list-link, .side-bar nav.site-nav .nav-list .aux-nav-list-item .aux-nav-list a.aux-nav-list-item, .side-bar nav.site-nav .aux-nav-list .nav-list-item .nav-list a.nav-list-link, .side-bar nav.site-nav .aux-nav-list .nav-list-item .nav-list a.aux-nav-list-item, .side-bar nav.site-nav .aux-nav-list .nav-list-item .aux-nav-list a.nav-list-link, .side-bar nav.site-nav .aux-nav-list .nav-list-item .aux-nav-list a.aux-nav-list-item, .side-bar nav.site-nav .aux-nav-list .aux-nav-list-item .nav-list a.nav-list-link, .side-bar nav.site-nav .aux-nav-list .aux-nav-list-item .nav-list a.aux-nav-list-item, .side-bar nav.site-nav .aux-nav-list .aux-nav-list-item .aux-nav-list a.nav-list-link, .side-bar nav.site-nav .aux-nav-list .aux-nav-list-item .aux-nav-list a.aux-nav-list-item, .side-bar nav.aux-nav .nav-list .nav-list-item .nav-list a.nav-list-link, .side-bar nav.aux-nav .nav-list .nav-list-item .nav-list a.aux-nav-list-item, .side-bar nav.aux-nav .nav-list .nav-list-item .aux-nav-list a.nav-list-link, .side-bar nav.aux-nav .nav-list .nav-list-item .aux-nav-list a.aux-nav-list-item, .side-bar nav.aux-nav .nav-list .aux-nav-list-item .nav-list a.nav-list-link, .side-bar nav.aux-nav .nav-list .aux-nav-list-item .nav-list a.aux-nav-list-item, .side-bar nav.aux-nav .nav-list .aux-nav-list-item .aux-nav-list a.nav-list-link, .side-bar nav.aux-nav .nav-list .aux-nav-list-item .aux-nav-list a.aux-nav-list-item, .side-bar nav.aux-nav .aux-nav-list .nav-list-item .nav-list a.nav-list-link, .side-bar nav.aux-nav .aux-nav-list .nav-list-item .nav-list a.aux-nav-list-item, .side-bar nav.aux-nav .aux-nav-list .nav-list-item .aux-nav-list a.nav-list-link, .side-bar nav.aux-nav .aux-nav-list .nav-list-item .aux-nav-list a.aux-nav-list-item, .side-bar nav.aux-nav .aux-nav-list .aux-nav-list-item .nav-list a.nav-list-link, .side-bar nav.aux-nav .aux-nav-list .aux-nav-list-item .nav-list a.aux-nav-list-item, .side-bar nav.aux-nav .aux-nav-list .aux-nav-list-item .aux-nav-list a.nav-list-link, .side-bar nav.aux-nav .aux-nav-list .aux-nav-list-item .aux-nav-list a.aux-nav-list-item { margin-left: 20px; font-size: 13px !important; letter-spacing: 0.05px; } +.side-bar nav.site-nav .nav-list .nav-list-item .nav-list .nav-list a.nav-list-link, .side-bar nav.site-nav .nav-list .nav-list-item .nav-list .nav-list a.aux-nav-list-item, .side-bar nav.site-nav .nav-list .nav-list-item .nav-list .aux-nav-list a.nav-list-link, .side-bar nav.site-nav .nav-list .nav-list-item .nav-list .aux-nav-list a.aux-nav-list-item, .side-bar nav.site-nav .nav-list .nav-list-item .aux-nav-list .nav-list a.nav-list-link, .side-bar nav.site-nav .nav-list .nav-list-item .aux-nav-list .nav-list a.aux-nav-list-item, .side-bar nav.site-nav .nav-list .nav-list-item .aux-nav-list .aux-nav-list a.nav-list-link, .side-bar nav.site-nav .nav-list .nav-list-item .aux-nav-list .aux-nav-list a.aux-nav-list-item, .side-bar nav.site-nav .nav-list .aux-nav-list-item .nav-list .nav-list a.nav-list-link, .side-bar nav.site-nav .nav-list .aux-nav-list-item .nav-list .nav-list a.aux-nav-list-item, .side-bar nav.site-nav .nav-list .aux-nav-list-item .nav-list .aux-nav-list a.nav-list-link, .side-bar nav.site-nav .nav-list .aux-nav-list-item .nav-list .aux-nav-list a.aux-nav-list-item, .side-bar nav.site-nav .nav-list .aux-nav-list-item .aux-nav-list .nav-list a.nav-list-link, .side-bar nav.site-nav .nav-list .aux-nav-list-item .aux-nav-list .nav-list a.aux-nav-list-item, .side-bar nav.site-nav .nav-list .aux-nav-list-item .aux-nav-list .aux-nav-list a.nav-list-link, .side-bar nav.site-nav .nav-list .aux-nav-list-item .aux-nav-list .aux-nav-list a.aux-nav-list-item, .side-bar nav.site-nav .aux-nav-list .nav-list-item .nav-list .nav-list a.nav-list-link, .side-bar nav.site-nav .aux-nav-list .nav-list-item .nav-list .nav-list a.aux-nav-list-item, .side-bar nav.site-nav .aux-nav-list .nav-list-item .nav-list .aux-nav-list a.nav-list-link, .side-bar nav.site-nav .aux-nav-list .nav-list-item .nav-list .aux-nav-list a.aux-nav-list-item, .side-bar nav.site-nav .aux-nav-list .nav-list-item .aux-nav-list .nav-list a.nav-list-link, .side-bar nav.site-nav .aux-nav-list .nav-list-item .aux-nav-list .nav-list a.aux-nav-list-item, .side-bar nav.site-nav .aux-nav-list .nav-list-item .aux-nav-list .aux-nav-list a.nav-list-link, .side-bar nav.site-nav .aux-nav-list .nav-list-item .aux-nav-list .aux-nav-list a.aux-nav-list-item, .side-bar nav.site-nav .aux-nav-list .aux-nav-list-item .nav-list .nav-list a.nav-list-link, .side-bar nav.site-nav .aux-nav-list .aux-nav-list-item .nav-list .nav-list a.aux-nav-list-item, .side-bar nav.site-nav .aux-nav-list .aux-nav-list-item .nav-list .aux-nav-list a.nav-list-link, .side-bar nav.site-nav .aux-nav-list .aux-nav-list-item .nav-list .aux-nav-list a.aux-nav-list-item, .side-bar nav.site-nav .aux-nav-list .aux-nav-list-item .aux-nav-list .nav-list a.nav-list-link, .side-bar nav.site-nav .aux-nav-list .aux-nav-list-item .aux-nav-list .nav-list a.aux-nav-list-item, .side-bar nav.site-nav .aux-nav-list .aux-nav-list-item .aux-nav-list .aux-nav-list a.nav-list-link, .side-bar nav.site-nav .aux-nav-list .aux-nav-list-item .aux-nav-list .aux-nav-list a.aux-nav-list-item, .side-bar nav.aux-nav .nav-list .nav-list-item .nav-list .nav-list a.nav-list-link, .side-bar nav.aux-nav .nav-list .nav-list-item .nav-list .nav-list a.aux-nav-list-item, .side-bar nav.aux-nav .nav-list .nav-list-item .nav-list .aux-nav-list a.nav-list-link, .side-bar nav.aux-nav .nav-list .nav-list-item .nav-list .aux-nav-list a.aux-nav-list-item, .side-bar nav.aux-nav .nav-list .nav-list-item .aux-nav-list .nav-list a.nav-list-link, .side-bar nav.aux-nav .nav-list .nav-list-item .aux-nav-list .nav-list a.aux-nav-list-item, .side-bar nav.aux-nav .nav-list .nav-list-item .aux-nav-list .aux-nav-list a.nav-list-link, .side-bar nav.aux-nav .nav-list .nav-list-item .aux-nav-list .aux-nav-list a.aux-nav-list-item, .side-bar nav.aux-nav .nav-list .aux-nav-list-item .nav-list .nav-list a.nav-list-link, .side-bar nav.aux-nav .nav-list .aux-nav-list-item .nav-list .nav-list a.aux-nav-list-item, .side-bar nav.aux-nav .nav-list .aux-nav-list-item .nav-list .aux-nav-list a.nav-list-link, .side-bar nav.aux-nav .nav-list .aux-nav-list-item .nav-list .aux-nav-list a.aux-nav-list-item, .side-bar nav.aux-nav .nav-list .aux-nav-list-item .aux-nav-list .nav-list a.nav-list-link, .side-bar nav.aux-nav .nav-list .aux-nav-list-item .aux-nav-list .nav-list a.aux-nav-list-item, .side-bar nav.aux-nav .nav-list .aux-nav-list-item .aux-nav-list .aux-nav-list a.nav-list-link, .side-bar nav.aux-nav .nav-list .aux-nav-list-item .aux-nav-list .aux-nav-list a.aux-nav-list-item, .side-bar nav.aux-nav .aux-nav-list .nav-list-item .nav-list .nav-list a.nav-list-link, .side-bar nav.aux-nav .aux-nav-list .nav-list-item .nav-list .nav-list a.aux-nav-list-item, .side-bar nav.aux-nav .aux-nav-list .nav-list-item .nav-list .aux-nav-list a.nav-list-link, .side-bar nav.aux-nav .aux-nav-list .nav-list-item .nav-list .aux-nav-list a.aux-nav-list-item, .side-bar nav.aux-nav .aux-nav-list .nav-list-item .aux-nav-list .nav-list a.nav-list-link, .side-bar nav.aux-nav .aux-nav-list .nav-list-item .aux-nav-list .nav-list a.aux-nav-list-item, .side-bar nav.aux-nav .aux-nav-list .nav-list-item .aux-nav-list .aux-nav-list a.nav-list-link, .side-bar nav.aux-nav .aux-nav-list .nav-list-item .aux-nav-list .aux-nav-list a.aux-nav-list-item, .side-bar nav.aux-nav .aux-nav-list .aux-nav-list-item .nav-list .nav-list a.nav-list-link, .side-bar nav.aux-nav .aux-nav-list .aux-nav-list-item .nav-list .nav-list a.aux-nav-list-item, .side-bar nav.aux-nav .aux-nav-list .aux-nav-list-item .nav-list .aux-nav-list a.nav-list-link, .side-bar nav.aux-nav .aux-nav-list .aux-nav-list-item .nav-list .aux-nav-list a.aux-nav-list-item, .side-bar nav.aux-nav .aux-nav-list .aux-nav-list-item .aux-nav-list .nav-list a.nav-list-link, .side-bar nav.aux-nav .aux-nav-list .aux-nav-list-item .aux-nav-list .nav-list a.aux-nav-list-item, .side-bar nav.aux-nav .aux-nav-list .aux-nav-list-item .aux-nav-list .aux-nav-list a.nav-list-link, .side-bar nav.aux-nav .aux-nav-list .aux-nav-list-item .aux-nav-list .aux-nav-list a.aux-nav-list-item { margin-left: 30px; color: #949494; font-size: 12px !important; } +.side-bar nav.site-nav .nav-version, .side-bar nav.aux-nav .nav-version { display: flex; align-items: center; justify-content: center; padding: 12px 40px 12px calc(100% - 290px); text-transform: none; } +.side-bar nav.site-nav .nav-version select, .side-bar nav.aux-nav .nav-version select { height: 2em; margin: 0 0 0 10px; flex-grow: 1; } +.side-bar nav.site-nav .search, .side-bar nav.aux-nav .search { margin-top: 35px; margin-left: calc(100% - 290px); margin-right: 40px; max-width: 250px !important; max-height: 40px !important; width: 250px !important; z-index: 1; } +.side-bar nav.site-nav .search .search-input, .side-bar nav.aux-nav .search .search-input { background-color: #f5f7f9; border: 1px solid #dadada; border-radius: 6px; color: #6e7171; font-family: GalanoGrotesque-Medium; } +.side-bar nav.site-nav .search .search-input:focus, .side-bar nav.site-nav .search .search-input:active, .side-bar nav.aux-nav .search .search-input:focus, .side-bar nav.aux-nav .search .search-input:active { background-color: #f5f7f9; color: #6e7171; } +.side-bar nav.site-nav .search .search-input .search-icon, .side-bar nav.aux-nav .search .search-input .search-icon { color: #949494; } +.side-bar nav.site-nav .search .search-input:focus + .search-label .search-icon, .side-bar nav.aux-nav .search .search-input:focus + .search-label .search-icon { color: #949494; } +.side-bar nav.site-nav .mobile-menu, .side-bar nav.aux-nav .mobile-menu { display: none; } + +.search-active .main { position: inherit; right: inherit; left: inherit; } + +.search-overlay { display: none; } + +.search-result-doc .search-result-icon { color: #279890; } + +footer { height: 360px; } +footer .footer-main { padding: 80px; } +footer .footer-main ul { list-style: none; padding: 0; margin: 0; } +footer .footer-main ul li { display: inline-block; padding: 0; margin: 0; } +footer .footer-main .row { display: flex; } +footer .footer-main .row .left { width: 70%; } +footer .footer-main .row .right { width: 30%; display: flex; justify-content: flex-end; } +footer .footer-main .row .site-title { padding: 0; margin-bottom: 30px; } +footer .footer-main .row .site-title .site-logo { height: 45px; } +footer .footer-main .row .footer-links li { margin-right: 40px; } +footer .footer-main .row .footer-links li a { padding: 0; color: #000000; font-size: 18px; } +footer .footer-main .row .footer-links li a:hover { color: #279890; } +footer .footer-main .row .footer-social li a, footer .footer-main .row .bottom-footer-links li a { padding: 0 15px; font-size: 16px; color: #949494; } +footer .footer-main .row .footer-social li a:last-of-type, footer .footer-main .row .bottom-footer-links li a:last-of-type { padding-right: 0; } +footer .footer-main .row .footer-social li a:hover, footer .footer-main .row .bottom-footer-links li a:hover { color: #279890; } +footer .footer-main .row .footer-social li a img.hover { display: none; } +footer .footer-main .row .footer-social li a:hover img.no-hover { display: none; } +footer .footer-main .row .footer-social li a:hover img.hover { display: block; } +footer .footer-main .top-border { padding-top: 30px; margin-top: 30px; border-top: 1px solid #dadada; } +footer .footer-main a:hover { background-color: transparent !important; background-image: none !important; } +footer .footer-sidebar { z-index: -1; } + +@media (max-width: 799px) { body { padding-bottom: 0; } + body .body-wrapper { display: block; } + body .body-wrapper .side-bar { width: 100%; max-width: 100%; padding: 0; } + body .body-wrapper .side-bar .site-header { width: 100%; flex-direction: row-reverse; justify-content: flex-end; } + body .body-wrapper .side-bar .site-header .site-button { padding: 11px 30px 0; width: 24px; height: 24px; background-repeat: no-repeat; background-size: auto; background-position: center center; background-image: url("../../assets/icons/menu.svg"); } + body .body-wrapper .side-bar .site-header .site-button:hover, body .body-wrapper .side-bar .site-header .site-button:active, body .body-wrapper .side-bar .site-header .site-button:focus { background-color: transparent; } + body .body-wrapper .side-bar .site-header .site-button.nav-open { background-image: url("../../assets/icons/close.svg"); } + body .body-wrapper .side-bar .site-header .site-button svg { display: none; } + body .body-wrapper .side-bar nav { display: none; overflow: scroll; background: white; } + body .body-wrapper .side-bar nav.nav-open { display: block; position: fixed; top: 0; height: 100vh; } + body .body-wrapper .side-bar nav.nav-open .search { position: relative; margin-top: 120px; margin-left: 30px; margin-right: 30px; padding: 0; } + body .body-wrapper .side-bar nav.nav-open .search .search-results { display: block !important; max-height: 60vh !important; } + body .body-wrapper .side-bar nav.nav-open .search .search-input { background-color: #ffffff; } + body .body-wrapper .side-bar nav.nav-open .search .search-input-wrap { box-shadow: none; } + body .body-wrapper .side-bar nav.nav-open .nav-list .nav-list-item, body .body-wrapper .side-bar nav.nav-open .nav-list .aux-nav-list-item, body .body-wrapper .side-bar nav.nav-open .aux-nav-list .nav-list-item, body .body-wrapper .side-bar nav.nav-open .aux-nav-list .aux-nav-list-item { padding-left: 30px !important; padding-right: 30px !important; } + body .body-wrapper .side-bar nav.nav-open .nav-list .nav-list-item a, body .body-wrapper .side-bar nav.nav-open .nav-list .aux-nav-list-item a, body .body-wrapper .side-bar nav.nav-open .aux-nav-list .nav-list-item a, body .body-wrapper .side-bar nav.nav-open .aux-nav-list .aux-nav-list-item a { padding-left: 0 !important; padding-right: 0 !important; } + body .body-wrapper .side-bar nav.nav-open .nav-list .nav-list-item a.active, body .body-wrapper .side-bar nav.nav-open .nav-list .aux-nav-list-item a.active, body .body-wrapper .side-bar nav.nav-open .aux-nav-list .nav-list-item a.active, body .body-wrapper .side-bar nav.nav-open .aux-nav-list .aux-nav-list-item a.active { background: unset; } + body .body-wrapper .side-bar nav.nav-open .nav-list .nav-list, body .body-wrapper .side-bar nav.nav-open .aux-nav-list .nav-list { margin-top: 0; } + body .body-wrapper .side-bar nav.nav-open .nav-list .nav-list a.nav-list-link, body .body-wrapper .side-bar nav.nav-open .aux-nav-list .nav-list a.nav-list-link { text-indent: 0; } + body .body-wrapper .side-bar nav.nav-open .mobile-menu { display: block; border-top: 1px solid #dadada; margin-top: 18px; padding-bottom: 80px; } + body .body-wrapper .side-bar nav.nav-open .mobile-menu nav { display: block; } + body .body-wrapper .side-bar nav.nav-open .mobile-menu nav .aux-nav-list { flex-direction: column; } + body .body-wrapper .side-bar nav.nav-open .mobile-menu nav .aux-nav-list a.site-button { font-size: 18px !important; color: #000000; } + body .body-wrapper .side-bar nav.nav-open .mobile-menu nav .aux-nav-list .button .site-button { border-radius: 6px; border: solid 2px #279890; background-color: #ffffff; color: #279890; padding: 10px 20px !important; display: inline-block; margin-top: 10px; } + body .body-wrapper .main { width: 100%; max-width: 100%; float: none; } + body .body-wrapper .main .main-header { display: none; } + body .body-wrapper .main .main-content a { white-space: normal; } + body .body-wrapper .main .main-content-wrap { padding: 80px 30px; } + body footer { border-top: 1px solid #dadada; height: auto; } + body footer .footer-sidebar { display: none; } + body footer .footer-main { width: 100%; max-width: 100%; padding: 60px 30px; float: none; } + body footer .footer-main .row { flex-direction: column; } + body footer .footer-main .row .right, body footer .footer-main .row .left { width: 100%; display: block; } + body footer .footer-main .row .site-title { margin-bottom: 40px; } + body footer .footer-main .row .footer-links { display: flex; flex-wrap: wrap; margin-bottom: 20px; } + body footer .footer-main .row .footer-links li { margin: 0 0 30px; width: 50%; } + body footer .footer-main .row .footer-social { width: 100%; display: flex; justify-content: space-between; } + body footer .footer-main .row .footer-social li a { padding: 0; } + body footer .footer-main .row .footer-social li a img { width: 34px; height: 34px; } + body footer .footer-main .row .bottom-footer-links li { display: block; margin-top: 30px; } + body footer .footer-main .row .bottom-footer-links li a { padding: 0; } + body footer .footer-main .row .top-border { padding-top: 40px; margin-top: 40px; } } +.copy-code-container { position: absolute; right: 0.3em; } + +.copy-code-button { align-items: center; justify-content: center; border: none; cursor: pointer; font-size: 1rem; color: #000000; padding: 0.4em 0.5em; background-color: transparent; outline: none; } +.copy-code-button:hover { color: #279890 !important; } + +.highlighter-rouge { position: relative; } + +.language-shell.highlighter-rouge pre.highlight::before, .language-sh.highlighter-rouge pre.highlight::before, .language-bash.highlighter-rouge pre.highlight::before { content: "$ "; color: #000000; font-weight: 400; font-family: monospace; font-size: 0.75em; } + +th, td { background-color: transparent; } + +.main-content ul.ui-tabs-nav > li::before { content: ""; } + +.tabs { background: transparent; } +.tabs.ui-widget .copy-code-button { font-family: "Font Awesome 6 Free" !important; } + +.tabs .ui-widget-header { background: transparent; border: none; border-bottom: 1px solid #d3d3d3; -moz-border-radius: 0px; -webkit-border-radius: 0px; border-radius: 0px; } + +.tabs .ui-tabs-nav .ui-state-default { background: transparent; border: none; } + +.tabs .ui-tabs-nav .ui-state-active { border: none; } + +.tabs .ui-tabs-nav .ui-state-default a { color: #c0c0c0; } + +.tabs .ui-tabs-nav .ui-state-active a { color: #279890; } + +/*overridden*/ +div.highlighter-rouge { border-radius: 4px; } +div.highlighter-rouge:hover > button { cursor: pointer; opacity: 0.5; } + +.highlighter-rouge button.copy-code-button { color: #000000; } + +/* Tooltip container */ +.tooltip { position: relative; display: inline-block; border-bottom: 0; } +.tooltip > a, .tooltip span { text-decoration: underline; text-decoration-style: dotted; background-image: none; } +.tooltip .tooltiptext { visibility: hidden; text-decoration: none; background-color: #2ce5b5; color: #000000; padding: 10px 20px; border-radius: 6px; position: absolute; z-index: 1; width: 400px; top: 100%; left: 50%; margin-left: -200px; } +.tooltip:hover .tooltiptext { visibility: visible; } +.tooltip .tooltiptext::after { content: " "; position: absolute; color: #2ce5b5; bottom: 100%; /* At the top of the tooltip */ left: 50%; margin-left: -5px; border-width: 5px; border-style: solid; border-color: transparent transparent #2ce5b5 transparent; } + +.ui-dialog-titlebar { display: none; } + +.feedback-container { position: sticky; top: 180px; z-index: 9999; } +@media (max-width: 1024px) { .feedback-container { display: none; } } +.feedback-container .feedback-buttons { position: absolute; right: 70px; margin-bottom: 20px; top: -55px; } +.feedback-container .feedback-buttons .tooltiptext { font-size: small; width: 150px; margin-left: -75px; text-align: center; } +.feedback-container .feedback-buttons .page-helpful-btn { background: none !important; border-radius: 50%; border: solid #279890 2px; color: #279890; height: 40px; width: 40px; margin: 0 3px; cursor: pointer; } +.feedback-container .feedback-buttons .page-helpful-btn:focus-visible { outline: none; } + +#is-helpful-ty { display: none; } +#is-helpful-ty a { color: #279890 !important; } + +.badge { padding: 2px 4px; background: #ffddec; text-transform: uppercase; text-align: center; border-radius: 6px; font-size: x-small; } + +.quickstart-steps { padding: 10px; } +.quickstart-steps img { width: 50px; height: 50px; } + +.row { display: flex; flex-direction: row; } + +.col { display: flex; flex-direction: column; justify-content: center; margin-bottom: 0.3em; } +.col.step-num { margin-right: 20px; } +.col.step-num > img { width: 40px; } + +img.quickstart { box-shadow: 3px 3px 1px #ccc; border-width: thin; border-color: black; border-style: ridge; } + +.breadcrumb-nav { margin-top: 1rem; } diff --git a/v1.0/assets/css/pygments/github.css b/v1.0/assets/css/pygments/github.css new file mode 100644 index 000000000..6e24c4d06 --- /dev/null +++ b/v1.0/assets/css/pygments/github.css @@ -0,0 +1,212 @@ +.highlighter-rouge .highlight table td { padding: 5px; } +.highlighter-rouge .highlight table pre { margin: 0; } +.highlighter-rouge .highlight .cm { + color: #999988; + font-style: italic; +} +.highlighter-rouge .highlight .cp { + color: #999999; + font-weight: bold; +} +.highlighter-rouge .highlight .c1 { + color: #999988; + font-style: italic; +} +.highlighter-rouge .highlight .cs { + color: #999999; + font-weight: bold; + font-style: italic; +} +.highlighter-rouge .highlight .c, .highlighter-rouge .highlight .ch, .highlighter-rouge .highlight .cd, .highlighter-rouge .highlight .cpf { + color: #999988; + font-style: italic; +} +.highlighter-rouge .highlight .err { + color: #a61717; + background-color: #e3d2d2; +} +.highlighter-rouge .highlight .gd { + color: #000000; + background-color: #ffdddd; +} +.highlighter-rouge .highlight .ge { + color: #000000; + font-style: italic; +} +.highlighter-rouge .highlight .gr { + color: #aa0000; +} +.highlighter-rouge .highlight .gh { + color: #999999; +} +.highlighter-rouge .highlight .gi { + color: #000000; + background-color: #ddffdd; +} +.highlighter-rouge .highlight .go { + color: #888888; +} +.highlighter-rouge .highlight .gp { + color: #555555; +} +.highlighter-rouge .highlight .gs { + font-weight: bold; +} +.highlighter-rouge .highlight .gu { + color: #aaaaaa; +} +.highlighter-rouge .highlight .gt { + color: #aa0000; +} +.highlighter-rouge .highlight .kc { + color: #000000; + font-weight: bold; +} +.highlighter-rouge .highlight .kd { + color: #000000; + font-weight: bold; +} +.highlighter-rouge .highlight .kn { + color: #000000; + font-weight: bold; +} +.highlighter-rouge .highlight .kp { + color: #000000; + font-weight: bold; +} +.highlighter-rouge .highlight .kr { + color: #000000; + font-weight: bold; +} +.highlighter-rouge .highlight .kt { + color: #445588; + font-weight: bold; +} +.highlighter-rouge .highlight .k, .highlighter-rouge .highlight .kv { + color: #000000; + font-weight: bold; +} +.highlighter-rouge .highlight .mf { + color: #009999; +} +.highlighter-rouge .highlight .mh { + color: #009999; +} +.highlighter-rouge .highlight .il { + color: #009999; +} +.highlighter-rouge .highlight .mi { + color: #009999; +} +.highlighter-rouge .highlight .mo { + color: #009999; +} +.highlighter-rouge .highlight .m, .highlighter-rouge .highlight .mb, .highlighter-rouge .highlight .mx { + color: #009999; +} +.highlighter-rouge .highlight .sb { + color: #d14; +} +.highlighter-rouge .highlight .sc { + color: #d14; +} +.highlighter-rouge .highlight .sd { + color: #d14; +} +.highlighter-rouge .highlight .s2 { + color: #d14; +} +.highlighter-rouge .highlight .se { + color: #d14; +} +.highlighter-rouge .highlight .sh { + color: #d14; +} +.highlighter-rouge .highlight .si { + color: #d14; +} +.highlighter-rouge .highlight .sx { + color: #d14; +} +.highlighter-rouge .highlight .sr { + color: #009926; +} +.highlighter-rouge .highlight .s1 { + color: #d14; +} +.highlighter-rouge .highlight .ss { + color: #990073; +} +.highlighter-rouge .highlight .s, .highlighter-rouge .highlight .sa, .highlighter-rouge .highlight .dl { + color: #d14; +} +.highlighter-rouge .highlight .na { + color: #008080; +} +.highlighter-rouge .highlight .n { + color: #032f62; +} +.highlighter-rouge .highlight .bp { + color: #999999; +} +.highlighter-rouge .highlight .nb { + color: #0086B3; +} +.highlighter-rouge .highlight .nc { + color: #445588; + font-weight: bold; +} +.highlighter-rouge .highlight .no { + color: #008080; +} +.highlighter-rouge .highlight .nd { + color: #3c5d5d; + font-weight: bold; +} +.highlighter-rouge .highlight .ni { + color: #800080; +} +.highlighter-rouge .highlight .ne { + color: #990000; + font-weight: bold; +} +.highlighter-rouge .highlight .nf, .highlighter-rouge .highlight .fm { + color: #990000; + font-weight: bold; +} +.highlighter-rouge .highlight .nl { + color: #990000; + font-weight: bold; +} +.highlighter-rouge .highlight .nn { + color: #555555; +} +.highlighter-rouge .highlight .nt { + color: #000080; +} +.highlighter-rouge .highlight .vc { + color: #008080; +} +.highlighter-rouge .highlight .vg { + color: #008080; +} +.highlighter-rouge .highlight .vi { + color: #008080; +} +.highlighter-rouge .highlight .nv, .highlighter-rouge .highlight .vm { + color: #008080; +} +.highlighter-rouge .highlight .ow { + color: #000000; + font-weight: bold; +} +.highlighter-rouge .highlight .o { + color: #000000; + font-weight: bold; +} +.highlighter-rouge .highlight .w { + color: #bbbbbb; +} +.highlighter-rouge .highlight { + background-color: #f8f8f8; +} diff --git a/v1.0/assets/css/pygments/igorpro.css b/v1.0/assets/css/pygments/igorpro.css new file mode 100644 index 000000000..1a61746e9 --- /dev/null +++ b/v1.0/assets/css/pygments/igorpro.css @@ -0,0 +1,35 @@ +.highlight table td { padding: 5px; } +.highlight table pre { margin: 0; } +.highlight, .highlight .w { + color: #444444; +} +.highlight .cp { + color: #CC00A3; +} +.highlight .cs { + color: #CC00A3; +} +.highlight .c, .highlight .ch, .highlight .cd, .highlight .cm, .highlight .cpf, .highlight .c1 { + color: #FF0000; +} +.highlight .kc { + color: #C34E00; +} +.highlight .kd { + color: #0000FF; +} +.highlight .kr { + color: #007575; +} +.highlight .k, .highlight .kn, .highlight .kp, .highlight .kt, .highlight .kv { + color: #0000FF; +} +.highlight .s, .highlight .sb, .highlight .sc, .highlight .dl, 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page_scripts: true, + revision: 1, + autoclear_cookies: true, + + languages: { + en: { + consent_modal: { + title: + '

        ', + description: + 'Our website uses essential cookies to ensure its proper operation and tracking cookies to understand how you interact with it. The latter will be set only after consent. Please see our privacy policy.', + primary_btn: { + text: "Accept all", + role: "accept_all", //'accept_selected' or 'accept_all' + }, + secondary_btn: { + text: "Preferences", + role: "settings", //'settings' or 'accept_necessary' + }, + revision_message: + "

        Dear user, terms and conditions have changed since the last time you visited!", + }, + settings_modal: { + title: "Cookie settings", + save_settings_btn: "Save current selection", + accept_all_btn: "Accept all", + reject_all_btn: "Reject all", + close_btn_label: "Close", + cookie_table_headers: [ + { col1: "Name" }, + { col2: "Domain" }, + { col3: "Expiration" }, + ], + blocks: [ + { + title: "Cookie usage", + description: + 'Our website uses essential cookies to ensure its proper operation and tracking cookies to understand how you interact with it. The latter will be set only after consent. Please see our privacy policy.', + }, + { + title: "Strictly necessary cookies", + description: + "These cookies are strictly necessary for the website to function. They are usually set to handle only your actions in response to a service request, such as setting your privacy preferences, navigating between pages, and setting your preferred version. You can set your browser to block these cookies or to alert you to their presence, but some parts of the website will not function without them. These cookies do not store any personally identifiable information.", + toggle: { + value: "necessary", + enabled: true, + readonly: true, //cookie categories with readonly=true are all treated as "necessary cookies" + }, + }, + { + title: "Analytics & Performance cookies", + description: + "These cookies are used for analytics and performance metering purposes. They are used to collect information about how visitors use our website, which helps us improve it over time. They do not collect any information that identifies a visitor. The information collected is aggregated and anonymous.", + toggle: { + value: "analytics", + enabled: false, + readonly: false, + }, + }, + { + title: "More information", + description: + 'For more information about cookie usage, privacy, and how we use the data we collect, please refer to our privacy policy and terms of use.', + }, + ], + }, + }, + }, +}); diff --git a/v1.0/assets/js/cookieconsent.js b/v1.0/assets/js/cookieconsent.js new file mode 100644 index 000000000..aa4efdbb2 --- /dev/null +++ b/v1.0/assets/js/cookieconsent.js @@ -0,0 +1,2418 @@ +/*! + * CookieConsent v2.9.0 + * https://www.github.com/orestbida/cookieconsent + * Author Orest Bida + * Released under the MIT License + */ +(function () { + "use strict"; + /** + * @param {HTMLElement} [root] - [optional] element where the cookieconsent will be appended + * @returns {Object} cookieconsent object with API + */ + var CookieConsent = function (root) { + /** + * CHANGE THIS FLAG FALSE TO DISABLE console.log() + */ + var ENABLE_LOGS = true; + + var _config = { + mode: "opt-in", // 'opt-in', 'opt-out' + current_lang: "en", + auto_language: null, + autorun: true, // run as soon as loaded + page_scripts: true, + hide_from_bots: true, + cookie_name: "cc_cookie", + cookie_expiration: 182, // default: 6 months (in days) + cookie_domain: location.hostname, // default: current domain + cookie_path: "/", + cookie_same_site: "Lax", + use_rfc_cookie: false, + autoclear_cookies: true, + revision: 0, + script_selector: "data-cookiecategory", + }; + + var /** + * Object which holds the main methods/API (.show, .run, ...) + */ + _cookieconsent = {}, + /** + * Global user configuration object + */ + user_config, + /** + * Internal state variables + */ + saved_cookie_content = {}, + cookie_data = null, + /** + * @type {Date} + */ + consent_date, + /** + * @type {Date} + */ + last_consent_update, + /** + * @type {string} + */ + consent_uuid, + /** + * @type {boolean} + */ + invalid_consent = true, + consent_modal_exists = false, + consent_modal_visible = false, + settings_modal_visible = false, + /** + * @type {HTMLElement[]} + */ + current_modal_focusable, + /** + * @type {HTMLDivElement} + */ + current_focused_modal, + /** + * @type {HTMLSpanElement} + */ + cmFocusSpan, + /** + * @type {HTMLSpanElement} + */ + smFocusSpan, + all_table_headers, + all_blocks, + // Helper callback functions + // (avoid calling "user_config['onAccept']" all the time) + onAccept, + onChange, + onFirstAction, + revision_enabled = false, + valid_revision = true, + revision_message = "", + // State variables for the autoclearCookies function + changed_settings = [], + reload_page = false; + + /** + * Accept type: + * - "all" + * - "necessary" + * - "custom" + * @type {string} + */ + var accept_type; + + /** + * Contains all accepted categories + * @type {string[]} + */ + var accepted_categories = []; + + /** + * Contains all non-accepted (rejected) categories + * @type {string[]} + */ + var rejected_categories = []; + + /** + * Contains all categories enabled by default + * @type {string[]} + */ + var default_enabled_categories = []; + + // Don't run plugin (to avoid indexing its text content) if bot detected + var is_bot = false; + + /** + * Save reference to the last focused element on the page + * (used later to restore focus when both modals are closed) + */ + var last_elem_before_modal; + var last_consent_modal_btn_focus; + + /** + * Both of the arrays below have the same structure: + * [0] => holds reference to the FIRST focusable element inside modal + * [1] => holds reference to the LAST focusable element inside modal + */ + var consent_modal_focusable = []; + var settings_modal_focusable = []; + + /** + * Keep track of enabled/disabled categories + * @type {boolean[]} + */ + var toggle_states = []; + + /** + * Stores all available categories + * @type {string[]} + */ + var all_categories = []; + + /** + * Keep track of readonly toggles + * @type {boolean[]} + */ + var readonly_categories = []; + + /** + * Pointers to main dom elements (to avoid retrieving them later using document.getElementById) + */ + var /** @type {HTMLElement} */ html_dom = document.documentElement, + /** @type {HTMLElement} */ main_container, + /** @type {HTMLElement} */ all_modals_container, + /** @type {HTMLElement} */ consent_modal, + /** @type {HTMLElement} */ consent_modal_title, + /** @type {HTMLElement} */ consent_modal_description, + /** @type {HTMLElement} */ consent_primary_btn, + /** @type {HTMLElement} */ consent_secondary_btn, + /** @type {HTMLElement} */ consent_buttons, + /** @type {HTMLElement} */ consent_modal_inner, + /** @type {HTMLElement} */ settings_container, + /** @type {HTMLElement} */ settings_inner, + /** @type {HTMLElement} */ settings_title, + /** @type {HTMLElement} */ settings_close_btn, + /** @type {HTMLElement} */ settings_blocks, + /** @type {HTMLElement} */ new_settings_blocks, + /** @type {HTMLElement} */ settings_buttons, + /** @type {HTMLElement} */ settings_save_btn, + /** @type {HTMLElement} */ settings_accept_all_btn, + /** @type {HTMLElement} */ settings_reject_all_btn; + + /** + * Update config settings + * @param {Object} user_config + */ + var _setConfig = function (_user_config) { + /** + * Make user configuration globally available + */ + user_config = _user_config; + + _log("CookieConsent [CONFIG]: received_config_settings ", user_config); + + if (typeof user_config["cookie_expiration"] === "number") + _config.cookie_expiration = user_config["cookie_expiration"]; + + if (typeof user_config["cookie_necessary_only_expiration"] === "number") + _config.cookie_necessary_only_expiration = + user_config["cookie_necessary_only_expiration"]; + + if (typeof user_config["autorun"] === "boolean") + _config.autorun = user_config["autorun"]; + + if (typeof user_config["cookie_domain"] === "string") + _config.cookie_domain = user_config["cookie_domain"]; + + if (typeof user_config["cookie_same_site"] === "string") + _config.cookie_same_site = user_config["cookie_same_site"]; + + if (typeof user_config["cookie_path"] === "string") + _config.cookie_path = user_config["cookie_path"]; + + if (typeof user_config["cookie_name"] === "string") + _config.cookie_name = user_config["cookie_name"]; + + if (typeof user_config["onAccept"] === "function") + onAccept = user_config["onAccept"]; + + if (typeof user_config["onFirstAction"] === "function") + onFirstAction = user_config["onFirstAction"]; + + if (typeof user_config["onChange"] === "function") + onChange = user_config["onChange"]; + + if (user_config["mode"] === "opt-out") _config.mode = "opt-out"; + + if (typeof user_config["revision"] === "number") { + user_config["revision"] > -1 && + (_config.revision = user_config["revision"]); + revision_enabled = true; + } + + if (typeof user_config["autoclear_cookies"] === "boolean") + _config.autoclear_cookies = user_config["autoclear_cookies"]; + + if (user_config["use_rfc_cookie"] === true) _config.use_rfc_cookie = true; + + if (typeof user_config["hide_from_bots"] === "boolean") { + _config.hide_from_bots = user_config["hide_from_bots"]; + } + + if (_config.hide_from_bots) { + is_bot = + navigator && + ((navigator.userAgent && + /bot|crawl|spider|slurp|teoma/i.test(navigator.userAgent)) || + navigator.webdriver); + } + + _config.page_scripts = user_config["page_scripts"] === true; + + if ( + user_config["auto_language"] === "browser" || + user_config["auto_language"] === true + ) { + _config.auto_language = "browser"; + } else if (user_config["auto_language"] === "document") { + _config.auto_language = "document"; + } + + _log( + "CookieConsent [LANG]: auto_language strategy is '" + + _config.auto_language + + "'" + ); + + _config.current_lang = _resolveCurrentLang( + user_config.languages, + user_config["current_lang"] + ); + }; + + /** + * Add an onClick listeners to all html elements with data-cc attribute + */ + var _addDataButtonListeners = function (elem) { + var _a = "accept-"; + + var show_settings = _getElements("c-settings"); + var accept_all = _getElements(_a + "all"); + var accept_necessary = _getElements(_a + "necessary"); + var accept_custom_selection = _getElements(_a + "custom"); + + for (var i = 0; i < show_settings.length; i++) { + show_settings[i].setAttribute("aria-haspopup", "dialog"); + _addEvent(show_settings[i], "click", function (event) { + event.preventDefault(); + _cookieconsent.showSettings(0); + }); + } + + for (i = 0; i < accept_all.length; i++) { + _addEvent(accept_all[i], "click", function (event) { + _acceptAction(event, "all"); + }); + } + + for (i = 0; i < accept_custom_selection.length; i++) { + _addEvent(accept_custom_selection[i], "click", function (event) { + _acceptAction(event); + }); + } + + for (i = 0; i < accept_necessary.length; i++) { + _addEvent(accept_necessary[i], "click", function (event) { + _acceptAction(event, []); + }); + } + + /** + * Return all elements with given data-cc role + * @param {string} data_role + * @returns {NodeListOf} + */ + function _getElements(data_role) { + return (elem || document).querySelectorAll( + '[data-cc="' + data_role + '"]' + ); + } + + /** + * Helper function: accept and then hide modals + * @param {PointerEvent} e source event + * @param {string} [accept_type] + */ + function _acceptAction(e, accept_type) { + e.preventDefault(); + _cookieconsent.accept(accept_type); + _cookieconsent.hideSettings(); + _cookieconsent.hide(); + } + }; + + /** + * Get a valid language (at least 1 must be defined) + * @param {string} lang - desired language + * @param {Object} all_languages - all defined languages + * @returns {string} validated language + */ + var _getValidatedLanguage = function (lang, all_languages) { + if (Object.prototype.hasOwnProperty.call(all_languages, lang)) { + return lang; + } else if (_getKeys(all_languages).length > 0) { + if ( + Object.prototype.hasOwnProperty.call( + all_languages, + _config.current_lang + ) + ) { + return _config.current_lang; + } else { + return _getKeys(all_languages)[0]; + } + } + }; + + /** + * Save reference to first and last focusable elements inside each modal + * to prevent losing focus while navigating with TAB + */ + var _getModalFocusableData = function () { + /** + * Note: any of the below focusable elements, which has the attribute tabindex="-1" AND is either + * the first or last element of the modal, won't receive focus during "open/close" modal + */ + var allowed_focusable_types = [ + "[href]", + "button", + "input", + "details", + '[tabindex="0"]', + ]; + + function _getAllFocusableElements(modal, _array) { + var focus_later = false, + focus_first = false; + + // ie might throw exception due to complex unsupported selector => a:not([tabindex="-1"]) + try { + var focusable_elems = modal.querySelectorAll( + allowed_focusable_types.join(':not([tabindex="-1"]), ') + ); + var attr, + len = focusable_elems.length, + i = 0; + + while (i < len) { + attr = focusable_elems[i].getAttribute("data-focus"); + + if (!focus_first && attr === "1") { + focus_first = focusable_elems[i]; + } else if (attr === "0") { + focus_later = focusable_elems[i]; + if ( + !focus_first && + focusable_elems[i + 1].getAttribute("data-focus") !== "0" + ) { + focus_first = focusable_elems[i + 1]; + } + } + + i++; + } + } catch (e) { + return modal.querySelectorAll(allowed_focusable_types.join(", ")); + } + + /** + * Save first and last elements (used to lock/trap focus inside modal) + */ + _array[0] = focusable_elems[0]; + _array[1] = focusable_elems[focusable_elems.length - 1]; + _array[2] = focus_later; + _array[3] = focus_first; + } + + /** + * Get settings modal'S all focusable elements + * Save first and last elements (used to lock/trap focus inside modal) + */ + _getAllFocusableElements(settings_inner, settings_modal_focusable); + + /** + * If consent modal exists, do the same + */ + if (consent_modal_exists) { + _getAllFocusableElements(consent_modal, consent_modal_focusable); + } + }; + + var _createConsentModal = function (lang) { + if (user_config["force_consent"] === true) + _addClass(html_dom, "force--consent"); + + // Create modal if it doesn't exist + if (!consent_modal) { + consent_modal = _createNode("div"); + var consent_modal_inner_inner = _createNode("div"); + var overlay = _createNode("div"); + + consent_modal.id = "cm"; + consent_modal_inner_inner.id = "c-inr-i"; + overlay.id = "cm-ov"; + + consent_modal.tabIndex = -1; + consent_modal.setAttribute("role", "dialog"); + consent_modal.setAttribute("aria-modal", "true"); + consent_modal.setAttribute("aria-hidden", "false"); + consent_modal.setAttribute("aria-labelledby", "c-ttl"); + consent_modal.setAttribute("aria-describedby", "c-txt"); + + // Append consent modal to main container + all_modals_container.appendChild(consent_modal); + all_modals_container.appendChild(overlay); + + /** + * Make modal by default hidden to prevent weird page jumps/flashes (shown only once css is loaded) + */ + consent_modal.style.visibility = overlay.style.visibility = "hidden"; + overlay.style.opacity = 0; + } + + // Use insertAdjacentHTML instead of innerHTML + var consent_modal_title_value = + user_config.languages[lang]["consent_modal"]["title"]; + + // Add title (if valid) + if (consent_modal_title_value) { + if (!consent_modal_title) { + consent_modal_title = _createNode("div"); + consent_modal_title.id = "c-ttl"; + consent_modal_title.setAttribute("role", "heading"); + consent_modal_title.setAttribute("aria-level", "2"); + consent_modal_inner_inner.appendChild(consent_modal_title); + } + + consent_modal_title.innerHTML = consent_modal_title_value; + } + + var description = + user_config.languages[lang]["consent_modal"]["description"]; + + if (revision_enabled) { + if (!valid_revision) { + description = description.replace( + "{{revision_message}}", + revision_message || + user_config.languages[lang]["consent_modal"][ + "revision_message" + ] || + "" + ); + } else { + description = description.replace("{{revision_message}}", ""); + } + } + + if (!consent_modal_description) { + consent_modal_description = _createNode("div"); + consent_modal_description.id = "c-txt"; + consent_modal_inner_inner.appendChild(consent_modal_description); + } + + // Set description content + consent_modal_description.innerHTML = description; + + var primary_btn_data = + user_config.languages[lang]["consent_modal"]["primary_btn"], // accept current selection + secondary_btn_data = + user_config.languages[lang]["consent_modal"]["secondary_btn"]; + + // Add primary button if not falsy + if (primary_btn_data) { + if (!consent_primary_btn) { + consent_primary_btn = _createNode("button"); + consent_primary_btn.id = "c-p-bn"; + consent_primary_btn.className = "c-bn"; + consent_primary_btn.appendChild(generateFocusSpan(1)); + + var _accept_type; + + if (primary_btn_data["role"] === "accept_all") _accept_type = "all"; + + _addEvent(consent_primary_btn, "click", function () { + _cookieconsent.hide(); + _log("CookieConsent [ACCEPT]: cookie_consent was accepted!"); + _cookieconsent.accept(_accept_type); + }); + } + + consent_primary_btn.firstElementChild.innerHTML = + user_config.languages[lang]["consent_modal"]["primary_btn"]["text"]; + } + + // Add secondary button if not falsy + if (secondary_btn_data) { + if (!consent_secondary_btn) { + consent_secondary_btn = _createNode("button"); + consent_secondary_btn.id = "c-s-bn"; + consent_secondary_btn.className = "c-bn c_link"; + consent_secondary_btn.appendChild(generateFocusSpan(1)); + + if (secondary_btn_data["role"] === "accept_necessary") { + _addEvent(consent_secondary_btn, "click", function () { + _cookieconsent.hide(); + _cookieconsent.accept([]); // accept necessary only + }); + } else { + _addEvent(consent_secondary_btn, "click", function () { + _cookieconsent.showSettings(0); + }); + } + } + + consent_secondary_btn.firstElementChild.innerHTML = + user_config.languages[lang]["consent_modal"]["secondary_btn"]["text"]; + } + + // Swap buttons + var gui_options_data = user_config["gui_options"]; + + if (!consent_modal_inner) { + consent_modal_inner = _createNode("div"); + consent_modal_inner.id = "c-inr"; + + consent_modal_inner.appendChild(consent_modal_inner_inner); + } + + if (!consent_buttons) { + consent_buttons = _createNode("div"); + consent_buttons.id = "c-bns"; + + if ( + gui_options_data && + gui_options_data["consent_modal"] && + gui_options_data["consent_modal"]["swap_buttons"] === true + ) { + secondary_btn_data && + consent_buttons.appendChild(consent_secondary_btn); + primary_btn_data && consent_buttons.appendChild(consent_primary_btn); + consent_buttons.className = "swap"; + } else { + primary_btn_data && consent_buttons.appendChild(consent_primary_btn); + secondary_btn_data && + consent_buttons.appendChild(consent_secondary_btn); + } + + (primary_btn_data || secondary_btn_data) && + consent_modal_inner.appendChild(consent_buttons); + consent_modal.appendChild(consent_modal_inner); + } + + consent_modal_exists = true; + + _addDataButtonListeners(consent_modal_inner); + }; + + var _createSettingsModal = function (lang) { + /** + * Create all consent_modal elements + */ + if (!settings_container) { + settings_container = _createNode("div"); + settings_container.tabIndex = -1; + var settings_container_valign = _createNode("div"); + var settings = _createNode("div"); + var settings_container_inner = _createNode("div"); + settings_inner = _createNode("div"); + settings_title = _createNode("div"); + var settings_header = _createNode("div"); + settings_close_btn = _createNode("button"); + settings_close_btn.appendChild(generateFocusSpan(2)); + var settings_close_btn_container = _createNode("div"); + settings_blocks = _createNode("div"); + var overlay = _createNode("div"); + + /** + * Set ids + */ + settings_container.id = "s-cnt"; + settings_container_valign.id = "c-vln"; + settings_container_inner.id = "c-s-in"; + settings.id = "cs"; + settings_title.id = "s-ttl"; + settings_inner.id = "s-inr"; + settings_header.id = "s-hdr"; + settings_blocks.id = "s-bl"; + settings_close_btn.id = "s-c-bn"; + overlay.id = "cs-ov"; + settings_close_btn_container.id = "s-c-bnc"; + settings_close_btn.className = "c-bn"; + + settings_container.setAttribute("role", "dialog"); + settings_container.setAttribute("aria-modal", "true"); + settings_container.setAttribute("aria-hidden", "true"); + settings_container.setAttribute("aria-labelledby", "s-ttl"); + settings_title.setAttribute("role", "heading"); + settings_container.style.visibility = overlay.style.visibility = + "hidden"; + overlay.style.opacity = 0; + + settings_close_btn_container.appendChild(settings_close_btn); + + // If 'esc' key is pressed inside settings_container div => hide settings + _addEvent( + document, + "keydown", + function (evt) { + if (evt.keyCode === 27 && settings_modal_visible) { + _cookieconsent.hideSettings(); + } + }, + true + ); + + _addEvent(settings_close_btn, "click", function () { + _cookieconsent.hideSettings(); + }); + } else { + new_settings_blocks = _createNode("div"); + new_settings_blocks.id = "s-bl"; + } + + var settings_modal_config = user_config.languages[lang]["settings_modal"]; + + // Add label to close button + settings_close_btn.setAttribute( + "aria-label", + settings_modal_config["close_btn_label"] || "Close" + ); + + all_blocks = settings_modal_config["blocks"]; + all_table_headers = settings_modal_config["cookie_table_headers"]; + var table_caption = settings_modal_config["cookie_table_caption"]; + + var n_blocks = all_blocks.length; + + // Set settings modal title + settings_title.innerHTML = settings_modal_config["title"]; + + // Create settings modal content (blocks) + for (var i = 0; i < n_blocks; ++i) { + var title_data = all_blocks[i]["title"], + description_data = all_blocks[i]["description"], + toggle_data = all_blocks[i]["toggle"], + cookie_table_data = all_blocks[i]["cookie_table"], + remove_cookie_tables = user_config["remove_cookie_tables"] === true, + isExpandable = + (description_data && "truthy") || + (!remove_cookie_tables && cookie_table_data && "truthy"); + + // Create title + var block_section = _createNode("div"); + var block_table_container = _createNode("div"); + + // Create description + if (description_data) { + var block_desc = _createNode("div"); + block_desc.className = "p"; + block_desc.insertAdjacentHTML("beforeend", description_data); + } + + var block_title_container = _createNode("div"); + block_title_container.className = "title"; + + block_section.className = "c-bl"; + block_table_container.className = "desc"; + + // Create toggle if specified (opt in/out) + if (typeof toggle_data !== "undefined") { + var accordion_id = "c-ac-" + i; + + // Create button (to collapse/expand block description) + var block_title_btn = isExpandable + ? _createNode("button") + : _createNode("div"); + var block_switch_label = _createNode("label"); + var block_switch = _createNode("input"); + var block_switch_span = _createNode("span"); + var label_text_span = _createNode("span"); + + // These 2 spans will contain each 2 pseudo-elements to generate 'tick' and 'x' icons + var block_switch_span_on_icon = _createNode("span"); + var block_switch_span_off_icon = _createNode("span"); + + block_title_btn.className = isExpandable ? "b-tl exp" : "b-tl"; + block_switch_label.className = "b-tg"; + block_switch.className = "c-tgl"; + block_switch_span_on_icon.className = "on-i"; + block_switch_span_off_icon.className = "off-i"; + block_switch_span.className = "c-tg"; + label_text_span.className = "t-lb"; + + if (isExpandable) { + block_title_btn.setAttribute("aria-expanded", "false"); + block_title_btn.setAttribute("aria-controls", accordion_id); + } + + block_switch.type = "checkbox"; + block_switch_span.setAttribute("aria-hidden", "true"); + + var cookie_category = toggle_data.value; + block_switch.value = cookie_category; + + label_text_span.textContent = title_data; + block_title_btn.insertAdjacentHTML("beforeend", title_data); + + block_title_container.appendChild(block_title_btn); + block_switch_span.appendChild(block_switch_span_on_icon); + block_switch_span.appendChild(block_switch_span_off_icon); + + /** + * If consent is valid => retrieve category states from cookie + * Otherwise use states defined in the user_config. object + */ + if (!invalid_consent) { + if ( + _inArray(saved_cookie_content["categories"], cookie_category) > -1 + ) { + block_switch.checked = true; + !new_settings_blocks && toggle_states.push(true); + } else { + !new_settings_blocks && toggle_states.push(false); + } + } else if (toggle_data["enabled"]) { + block_switch.checked = true; + !new_settings_blocks && toggle_states.push(true); + + /** + * Keep track of categories enabled by default (useful when mode=='opt-out') + */ + if (toggle_data["enabled"]) + !new_settings_blocks && + default_enabled_categories.push(cookie_category); + } else { + !new_settings_blocks && toggle_states.push(false); + } + + !new_settings_blocks && all_categories.push(cookie_category); + + /** + * Set toggle as readonly if true (disable checkbox) + */ + if (toggle_data["readonly"]) { + block_switch.disabled = true; + _addClass(block_switch_span, "c-ro"); + !new_settings_blocks && readonly_categories.push(true); + } else { + !new_settings_blocks && readonly_categories.push(false); + } + + _addClass(block_table_container, "b-acc"); + _addClass(block_title_container, "b-bn"); + _addClass(block_section, "b-ex"); + + block_table_container.id = accordion_id; + block_table_container.setAttribute("aria-hidden", "true"); + + block_switch_label.appendChild(block_switch); + block_switch_label.appendChild(block_switch_span); + block_switch_label.appendChild(label_text_span); + block_title_container.appendChild(block_switch_label); + + /** + * On button click handle the following :=> aria-expanded, aria-hidden and act class for current block + */ + isExpandable && + (function (accordion, block_section, btn) { + _addEvent( + block_title_btn, + "click", + function () { + if (!_hasClass(block_section, "act")) { + _addClass(block_section, "act"); + btn.setAttribute("aria-expanded", "true"); + accordion.setAttribute("aria-hidden", "false"); + } else { + _removeClass(block_section, "act"); + btn.setAttribute("aria-expanded", "false"); + accordion.setAttribute("aria-hidden", "true"); + } + }, + false + ); + })(block_table_container, block_section, block_title_btn); + } else { + /** + * If block is not a button (no toggle defined), + * create a simple div instead + */ + if (title_data) { + var block_title = _createNode("div"); + block_title.className = "b-tl"; + block_title.setAttribute("role", "heading"); + block_title.setAttribute("aria-level", "3"); + block_title.insertAdjacentHTML("beforeend", title_data); + block_title_container.appendChild(block_title); + } + } + + title_data && block_section.appendChild(block_title_container); + description_data && block_table_container.appendChild(block_desc); + + // if cookie table found, generate table for this block + if (!remove_cookie_tables && typeof cookie_table_data !== "undefined") { + var tr_tmp_fragment = document.createDocumentFragment(); + + /** + * Use custom table headers + */ + for (var p = 0; p < all_table_headers.length; ++p) { + // create new header + var th1 = _createNode("th"); + var obj = all_table_headers[p]; + th1.setAttribute("scope", "col"); + + // get custom header content + if (obj) { + var new_column_key = obj && _getKeys(obj)[0]; + th1.textContent = all_table_headers[p][new_column_key]; + tr_tmp_fragment.appendChild(th1); + } + } + + var tr_tmp = _createNode("tr"); + tr_tmp.appendChild(tr_tmp_fragment); + + // create table header & append fragment + var thead = _createNode("thead"); + thead.appendChild(tr_tmp); + + var block_table = _createNode("table"); + + if (table_caption) { + var caption = _createNode("caption"); + caption.innerHTML = table_caption; + block_table.appendChild(caption); + } + + // append header to table + block_table.appendChild(thead); + + var tbody_fragment = document.createDocumentFragment(); + + // create table content + for (var n = 0; n < cookie_table_data.length; n++) { + var tr = _createNode("tr"); + + for (var g = 0; g < all_table_headers.length; ++g) { + // get custom header content + obj = all_table_headers[g]; + if (obj) { + new_column_key = _getKeys(obj)[0]; + + var td_tmp = _createNode("td"); + + // Allow html inside table cells + td_tmp.insertAdjacentHTML( + "beforeend", + cookie_table_data[n][new_column_key] + ); + td_tmp.setAttribute("data-column", obj[new_column_key]); + + tr.appendChild(td_tmp); + } + } + + tbody_fragment.appendChild(tr); + } + + // append tbody_fragment to tbody & append the latter into the table + var tbody = _createNode("tbody"); + tbody.appendChild(tbody_fragment); + block_table.appendChild(tbody); + + block_table_container.appendChild(block_table); + } + + /** + * Append only if is either: + * - togglable div with title + * - a simple div with at least a title or description + */ + if ( + (toggle_data && title_data) || + (!toggle_data && (title_data || description_data)) + ) { + block_section.appendChild(block_table_container); + + if (new_settings_blocks) + new_settings_blocks.appendChild(block_section); + else settings_blocks.appendChild(block_section); + } + } + + // Create settings buttons + if (!settings_buttons) { + settings_buttons = _createNode("div"); + settings_buttons.id = "s-bns"; + } + + if (!settings_accept_all_btn) { + settings_accept_all_btn = _createNode("button"); + settings_accept_all_btn.id = "s-all-bn"; + settings_accept_all_btn.className = "c-bn"; + settings_buttons.appendChild(settings_accept_all_btn); + + _addEvent(settings_accept_all_btn, "click", function () { + _cookieconsent.accept("all"); + _cookieconsent.hideSettings(); + _cookieconsent.hide(); + }); + } + + settings_accept_all_btn.innerHTML = + settings_modal_config["accept_all_btn"]; + + var reject_all_btn_text = settings_modal_config["reject_all_btn"]; + + // Add third [optional] reject all button if provided + if (reject_all_btn_text) { + if (!settings_reject_all_btn) { + settings_reject_all_btn = _createNode("button"); + settings_reject_all_btn.id = "s-rall-bn"; + settings_reject_all_btn.className = "c-bn"; + + _addEvent(settings_reject_all_btn, "click", function () { + _cookieconsent.accept([]); + _cookieconsent.hideSettings(); + _cookieconsent.hide(); + }); + + settings_inner.className = "bns-t"; + settings_buttons.appendChild(settings_reject_all_btn); + } + + settings_reject_all_btn.innerHTML = reject_all_btn_text; + } + + if (!settings_save_btn) { + settings_save_btn = _createNode("button"); + settings_save_btn.id = "s-sv-bn"; + settings_save_btn.className = "c-bn"; + settings_buttons.appendChild(settings_save_btn); + + // Add save preferences button onClick event + // Hide both settings modal and consent modal + _addEvent(settings_save_btn, "click", function () { + _cookieconsent.accept(); + _cookieconsent.hideSettings(); + _cookieconsent.hide(); + }); + } + + settings_save_btn.innerHTML = settings_modal_config["save_settings_btn"]; + + if (new_settings_blocks) { + // replace entire existing cookie category blocks with the new cookie categories new blocks (in a different language) + settings_inner.replaceChild(new_settings_blocks, settings_blocks); + settings_blocks = new_settings_blocks; + return; + } + + settings_header.appendChild(settings_title); + settings_header.appendChild(settings_close_btn_container); + settings_inner.appendChild(settings_header); + settings_inner.appendChild(settings_blocks); + settings_inner.appendChild(settings_buttons); + settings_container_inner.appendChild(settings_inner); + + settings.appendChild(settings_container_inner); + settings_container_valign.appendChild(settings); + settings_container.appendChild(settings_container_valign); + + all_modals_container.appendChild(settings_container); + all_modals_container.appendChild(overlay); + }; + + /** + * Generate cookie consent html markup + */ + var _createCookieConsentHTML = function () { + // Create main container which holds both consent modal & settings modal + main_container = _createNode("div"); + main_container.id = "cc--main"; + + // Fix layout flash + main_container.style.position = "fixed"; + main_container.innerHTML = '
        '; + all_modals_container = main_container.children[0]; + + // Get current language + var lang = _config.current_lang; + + // Create consent modal + if (consent_modal_exists) _createConsentModal(lang); + + // Always create settings modal + _createSettingsModal(lang); + + // Finally append everything (main_container holds both modals) + (root || document.body).appendChild(main_container); + }; + + /** + * Update/change modals language + * @param {String} lang new language + * @param {Boolean} [force] update language fields forcefully + * @returns {Boolean} + */ + _cookieconsent.updateLanguage = function (lang, force) { + if (typeof lang !== "string") return; + + /** + * Validate language to avoid errors + */ + var new_validated_lang = _getValidatedLanguage( + lang, + user_config.languages + ); + + /** + * Set language only if it differs from current + */ + if (new_validated_lang !== _config.current_lang || force === true) { + _config.current_lang = new_validated_lang; + + if (consent_modal_exists) { + _createConsentModal(new_validated_lang); + } + + _createSettingsModal(new_validated_lang); + + _log( + "CookieConsent [LANGUAGE]: curr_lang: '" + new_validated_lang + "'" + ); + + return true; + } + + return false; + }; + + /** + * Delete all cookies which are unused (based on selected preferences) + * + * @param {boolean} [clearOnFirstAction] + */ + var _autoclearCookies = function (clearOnFirstAction) { + // Get number of blocks + var len = all_blocks.length; + var count = -1; + + // reset reload state + reload_page = false; + + // Retrieve all cookies + var all_cookies_array = _getCookie("", "all"); + + // delete cookies on 'www.domain.com' and '.www.domain.com' (can also be without www) + var domains = [_config.cookie_domain, "." + _config.cookie_domain]; + + // if domain has www, delete cookies also for 'domain.com' and '.domain.com' + if (_config.cookie_domain.slice(0, 4) === "www.") { + var non_www_domain = _config.cookie_domain.substr(4); // remove first 4 chars (www.) + domains.push(non_www_domain); + domains.push("." + non_www_domain); + } + + // For each block + for (var i = 0; i < len; i++) { + // Save current block (local scope & less accesses -> ~faster value retrieval) + var curr_block = all_blocks[i]; + + // If current block has a toggle for opt in/out + if (Object.prototype.hasOwnProperty.call(curr_block, "toggle")) { + // if current block has a cookie table, an off toggle, + // and its preferences were just changed => delete cookies + var category_just_disabled = + _inArray(changed_settings, curr_block["toggle"]["value"]) > -1; + if ( + !toggle_states[++count] && + Object.prototype.hasOwnProperty.call(curr_block, "cookie_table") && + (clearOnFirstAction || category_just_disabled) + ) { + var curr_cookie_table = curr_block["cookie_table"]; + + // Get first property name + var ckey = _getKeys(all_table_headers[0])[0]; + + // Get number of cookies defined in cookie_table + var clen = curr_cookie_table.length; + + // set "reload_page" to true if reload=on_disable + if (curr_block["toggle"]["reload"] === "on_disable") + category_just_disabled && (reload_page = true); + + // for each row defined in the cookie table + for (var j = 0; j < clen; j++) { + var curr_domains = domains; + + // Get current row of table (corresponds to all cookie params) + var curr_row = curr_cookie_table[j], + found_cookies = []; + var curr_cookie_name = curr_row[ckey]; + var is_regex = curr_row["is_regex"] || false; + var curr_cookie_domain = curr_row["domain"] || null; + var curr_cookie_path = curr_row["path"] || false; + + // set domain to the specified domain + curr_cookie_domain && + (curr_domains = [curr_cookie_domain, "." + curr_cookie_domain]); + + // If regex provided => filter cookie array + if (is_regex) { + for (var n = 0; n < all_cookies_array.length; n++) { + if (all_cookies_array[n].match(curr_cookie_name)) { + found_cookies.push(all_cookies_array[n]); + } + } + } else { + var found_index = _inArray(all_cookies_array, curr_cookie_name); + if (found_index > -1) + found_cookies.push(all_cookies_array[found_index]); + } + + _log( + "CookieConsent [AUTOCLEAR]: search cookie: '" + + curr_cookie_name + + "', found:", + found_cookies + ); + + // If cookie exists -> delete it + if (found_cookies.length > 0) { + _eraseCookies(found_cookies, curr_cookie_path, curr_domains); + curr_block["toggle"]["reload"] === "on_clear" && + (reload_page = true); + } + } + } + } + } + }; + + /** + * Set toggles/checkboxes based on accepted categories and save cookie + * @param {string[]} accepted_categories - Array of categories to accept + */ + var _saveCookiePreferences = function (accepted_categories) { + changed_settings = []; + + // Retrieve all toggle/checkbox values + var category_toggles = + settings_container.querySelectorAll(".c-tgl") || []; + + // If there are opt in/out toggles ... + if (category_toggles.length > 0) { + for (var i = 0; i < category_toggles.length; i++) { + if (_inArray(accepted_categories, all_categories[i]) !== -1) { + category_toggles[i].checked = true; + if (!toggle_states[i]) { + changed_settings.push(all_categories[i]); + toggle_states[i] = true; + } + } else { + category_toggles[i].checked = false; + if (toggle_states[i]) { + changed_settings.push(all_categories[i]); + toggle_states[i] = false; + } + } + } + } + + /** + * Clear cookies when settings/preferences change + */ + if ( + !invalid_consent && + _config.autoclear_cookies && + changed_settings.length > 0 + ) + _autoclearCookies(); + + if (!consent_date) consent_date = new Date(); + if (!consent_uuid) consent_uuid = _uuidv4(); + + saved_cookie_content = { + categories: accepted_categories, + level: accepted_categories, // Copy of the `categories` property for compatibility purposes with version v2.8.0 and below. + revision: _config.revision, + data: cookie_data, + rfc_cookie: _config.use_rfc_cookie, + consent_date: consent_date.toISOString(), + consent_uuid: consent_uuid, + }; + + // save cookie with preferences 'categories' (only if never accepted or settings were updated) + if (invalid_consent || changed_settings.length > 0) { + valid_revision = true; + + /** + * Update "last_consent_update" only if it is invalid (after t) + */ + if (!last_consent_update) last_consent_update = consent_date; + else last_consent_update = new Date(); + + saved_cookie_content["last_consent_update"] = + last_consent_update.toISOString(); + + /** + * Update accept type + */ + accept_type = _getAcceptType(_getCurrentCategoriesState()); + + _setCookie(_config.cookie_name, JSON.stringify(saved_cookie_content)); + _manageExistingScripts(); + } + + if (invalid_consent) { + /** + * Delete unused/"zombie" cookies if consent is not valid (not yet expressed or cookie has expired) + */ + if (_config.autoclear_cookies) _autoclearCookies(true); + + if (typeof onFirstAction === "function") + onFirstAction( + _cookieconsent.getUserPreferences(), + saved_cookie_content + ); + + if (typeof onAccept === "function") onAccept(saved_cookie_content); + + /** + * Set consent as valid + */ + invalid_consent = false; + + if (_config.mode === "opt-in") return; + } + + // fire onChange only if settings were changed + if (typeof onChange === "function" && changed_settings.length > 0) + onChange(saved_cookie_content, changed_settings); + + /** + * reload page if needed + */ + if (reload_page) location.reload(); + }; + + /** + * Returns index of found element inside array, otherwise -1 + * @param {Array} arr + * @param {Object} value + * @returns {number} + */ + var _inArray = function (arr, value) { + return arr.indexOf(value); + }; + + /** + * Helper function which prints info (console.log()) + * @param {Object} print_msg + * @param {Object} [optional_param] + */ + var _log = function (print_msg, optional_param, error) { + ENABLE_LOGS && + (!error + ? console.log( + print_msg, + optional_param !== undefined ? optional_param : " " + ) + : console.error(print_msg, optional_param || "")); + }; + + /** + * Helper function which creates an HTMLElement object based on 'type' and returns it. + * @param {string} type + * @returns {HTMLElement} + */ + var _createNode = function (type) { + var el = document.createElement(type); + if (type === "button") { + el.setAttribute("type", type); + } + return el; + }; + + /** + * Generate RFC4122-compliant UUIDs. + * https://stackoverflow.com/questions/105034/how-to-create-a-guid-uuid?page=1&tab=votes#tab-top + * @returns {string} + */ + var _uuidv4 = function () { + return ([1e7] + -1e3 + -4e3 + -8e3 + -1e11).replace( + /[018]/g, + function (c) { + try { + return ( + c ^ + ((window.crypto || window.msCrypto).getRandomValues( + new Uint8Array(1) + )[0] & + (15 >> (c / 4))) + ).toString(16); + } catch (e) { + return ""; + } + } + ); + }; + + /** + * Resolve which language should be used. + * + * @param {Object} languages Object with language translations + * @param {string} [requested_language] Language specified by given configuration parameters + * @returns {string} + */ + var _resolveCurrentLang = function (languages, requested_language) { + if (_config.auto_language === "browser") { + return _getValidatedLanguage(_getBrowserLang(), languages); + } else if (_config.auto_language === "document") { + return _getValidatedLanguage(document.documentElement.lang, languages); + } else { + if (typeof requested_language === "string") { + return (_config.current_lang = _getValidatedLanguage( + requested_language, + languages + )); + } + } + + _log( + "CookieConsent [LANG]: setting current_lang = '" + + _config.current_lang + + "'" + ); + return _config.current_lang; // otherwise return default + }; + + /** + * Get current client's browser language + * @returns {string} + */ + var _getBrowserLang = function () { + var browser_lang = navigator.language || navigator.browserLanguage; + browser_lang.length > 2 && + (browser_lang = browser_lang[0] + browser_lang[1]); + _log( + "CookieConsent [LANG]: detected_browser_lang = '" + browser_lang + "'" + ); + return browser_lang.toLowerCase(); + }; + + /** + * Trap focus inside modal and focus the first + * focusable element of current active modal + */ + var _handleFocusTrap = function () { + _addEvent(document, "keydown", function (e) { + // If is tab key => ok + if (e.key !== "Tab") return; + + if (!consent_modal_visible && !settings_modal_visible) return; + + // If there is any modal to focus + if (current_modal_focusable) { + var activeElement = document.activeElement; + + // If reached natural end of the tab sequence => restart + // If modal is not focused => focus modal + if (e.shiftKey) { + if ( + activeElement === current_modal_focusable[0] || + !current_focused_modal.contains(activeElement) + ) { + e.preventDefault(); + setFocus(current_modal_focusable[1]); + } + } else { + if ( + document.activeElement === current_modal_focusable[1] || + !current_focused_modal.contains(activeElement) + ) { + e.preventDefault(); + setFocus(current_modal_focusable[0]); + } + } + } + }); + + if (document.contains) { + _addEvent( + settings_container, + "click", + function (e) { + /** + * If click is on the foreground overlay (and not inside settings_modal), + * hide settings modal + * + * Notice: click on div is not supported in IE + */ + if (settings_modal_visible) { + if (!settings_inner.contains(e.target)) { + _cookieconsent.hideSettings(); + } + } + }, + true + ); + } + }; + + /** + * Manage each modal's layout + * @param {Object} gui_options + */ + var _guiManager = function (gui_options, only_consent_modal) { + // If gui_options is not object => exit + if (typeof gui_options !== "object") return; + + var consent_modal_options = gui_options["consent_modal"]; + var settings_modal_options = gui_options["settings_modal"]; + + /** + * Helper function which adds layout and + * position classes to given modal + * + * @param {HTMLElement} modal + * @param {string[]} allowed_layouts + * @param {string[]} allowed_positions + * @param {string} layout + * @param {string[]} position + */ + function _setLayout( + modal, + allowed_layouts, + allowed_positions, + allowed_transitions, + layout, + position, + transition + ) { + position = (position && position.split(" ")) || []; + + // Check if specified layout is valid + if (_inArray(allowed_layouts, layout) > -1) { + // Add layout classes + _addClass(modal, layout); + + // Add position class (if specified) + if ( + !(layout === "bar" && position[0] === "middle") && + _inArray(allowed_positions, position[0]) > -1 + ) { + for (var i = 0; i < position.length; i++) { + _addClass(modal, position[i]); + } + } + } + + // Add transition class + _inArray(allowed_transitions, transition) > -1 && + _addClass(modal, transition); + } + + if (consent_modal_exists && consent_modal_options) { + _setLayout( + consent_modal, + ["box", "bar", "cloud"], + ["top", "middle", "bottom"], + ["zoom", "slide"], + consent_modal_options["layout"], + consent_modal_options["position"], + consent_modal_options["transition"] + ); + } + + if (!only_consent_modal && settings_modal_options) { + _setLayout( + settings_container, + ["bar"], + ["left", "right"], + ["zoom", "slide"], + settings_modal_options["layout"], + settings_modal_options["position"], + settings_modal_options["transition"] + ); + } + }; + + /** + * Returns true if cookie category is accepted by the user + * @param {string} cookie_category + * @returns {boolean} + */ + _cookieconsent.allowedCategory = function (cookie_category) { + if (!invalid_consent || _config.mode === "opt-in") + var allowed_categories = + JSON.parse(_getCookie(_config.cookie_name, "one", true) || "{}")[ + "categories" + ] || []; + // mode is 'opt-out' + else var allowed_categories = default_enabled_categories; + + return _inArray(allowed_categories, cookie_category) > -1; + }; + + /** + * "Init" method. Will run once and only if modals do not exist + */ + _cookieconsent.run = function (user_config) { + if (!document.getElementById("cc_div")) { + // configure all parameters + _setConfig(user_config); + + // if is bot, don't run plugin + if (is_bot) return; + + // Retrieve cookie value (if set) + saved_cookie_content = JSON.parse( + _getCookie(_config.cookie_name, "one", true) || "{}" + ); + + // Retrieve "consent_uuid" + consent_uuid = saved_cookie_content["consent_uuid"]; + + // If "consent_uuid" is present => assume that consent was previously given + var cookie_consent_accepted = consent_uuid !== undefined; + + // Retrieve "consent_date" + consent_date = saved_cookie_content["consent_date"]; + consent_date && (consent_date = new Date(consent_date)); + + // Retrieve "last_consent_update" + last_consent_update = saved_cookie_content["last_consent_update"]; + last_consent_update && + (last_consent_update = new Date(last_consent_update)); + + // Retrieve "data" + cookie_data = + saved_cookie_content["data"] !== undefined + ? saved_cookie_content["data"] + : null; + + // If revision is enabled and current value !== saved value inside the cookie => revision is not valid + if ( + revision_enabled && + saved_cookie_content["revision"] !== _config.revision + ) { + valid_revision = false; + } + + // If consent is not valid => create consent modal + consent_modal_exists = invalid_consent = + !cookie_consent_accepted || + !valid_revision || + !consent_date || + !last_consent_update || + !consent_uuid; + + // Generate cookie-settings dom (& consent modal) + _createCookieConsentHTML(); + + _getModalFocusableData(); + _guiManager(user_config["gui_options"]); + _addDataButtonListeners(); + + if (_config.autorun && consent_modal_exists) { + _cookieconsent.show(user_config["delay"] || 0); + } + + // Add class to enable animations/transitions + setTimeout(function () { + _addClass(main_container, "c--anim"); + }, 30); + + // Accessibility :=> if tab pressed => trap focus inside modal + setTimeout(function () { + _handleFocusTrap(); + }, 100); + + // If consent is valid + if (!invalid_consent) { + var rfc_prop_exists = + typeof saved_cookie_content["rfc_cookie"] === "boolean"; + + /* + * Convert cookie to rfc format (if `use_rfc_cookie` is enabled) + */ + if ( + !rfc_prop_exists || + (rfc_prop_exists && + saved_cookie_content["rfc_cookie"] !== _config.use_rfc_cookie) + ) { + saved_cookie_content["rfc_cookie"] = _config.use_rfc_cookie; + _setCookie( + _config.cookie_name, + JSON.stringify(saved_cookie_content) + ); + } + + /** + * Update accept type + */ + accept_type = _getAcceptType(_getCurrentCategoriesState()); + + _manageExistingScripts(); + + if (typeof onAccept === "function") onAccept(saved_cookie_content); + + _log( + "CookieConsent [NOTICE]: consent already given!", + saved_cookie_content + ); + } else { + if (_config.mode === "opt-out") { + _log( + "CookieConsent [CONFIG] mode='" + + _config.mode + + "', default enabled categories:", + default_enabled_categories + ); + _manageExistingScripts(default_enabled_categories); + } + _log("CookieConsent [NOTICE]: ask for consent!"); + } + } else { + _log( + "CookieConsent [NOTICE]: cookie consent already attached to body!" + ); + } + }; + + /** + * This function handles the loading/activation logic of the already + * existing scripts based on the current accepted cookie categories + * + * @param {string[]} [must_enable_categories] + */ + var _manageExistingScripts = function (must_enable_categories) { + if (!_config.page_scripts) return; + + // get all the scripts with "cookie-category" attribute + var scripts = document.querySelectorAll( + "script[" + _config.script_selector + "]" + ); + var accepted_categories = + must_enable_categories || saved_cookie_content["categories"] || []; + + /** + * Load scripts (sequentially), using a recursive function + * which loops through the scripts array + * @param {Element[]} scripts scripts to load + * @param {number} index current script to load + */ + var _loadScripts = function (scripts, index) { + if (index < scripts.length) { + var curr_script = scripts[index]; + var curr_script_category = curr_script.getAttribute( + _config.script_selector + ); + + /** + * If current script's category is on the array of categories + * accepted by the user => load script + */ + if (_inArray(accepted_categories, curr_script_category) > -1) { + curr_script.type = + curr_script.getAttribute("data-type") || "text/javascript"; + curr_script.removeAttribute(_config.script_selector); + + // get current script data-src + var src = curr_script.getAttribute("data-src"); + + // some scripts (like ga) might throw warning if data-src is present + src && curr_script.removeAttribute("data-src"); + + // create fresh script (with the same code) + var fresh_script = _createNode("script"); + fresh_script.textContent = curr_script.innerHTML; + + // Copy attributes over to the new "revived" script + (function (destination, source) { + var attributes = source.attributes; + var len = attributes.length; + for (var i = 0; i < len; i++) { + var attr_name = attributes[i].nodeName; + destination.setAttribute( + attr_name, + source[attr_name] || source.getAttribute(attr_name) + ); + } + })(fresh_script, curr_script); + + // set src (if data-src found) + src + ? (fresh_script.src = encodeURIComponent(src)) + : (src = curr_script.src); + + // if script has "src" attribute + // try loading it sequentially + if (src) { + // load script sequentially => the next script will not be loaded + // until the current's script onload event triggers + if (fresh_script.readyState) { + // only required for IE <9 + fresh_script.onreadystatechange = function () { + if ( + fresh_script.readyState === "loaded" || + fresh_script.readyState === "complete" + ) { + fresh_script.onreadystatechange = null; + _loadScripts(scripts, ++index); + } + }; + } else { + // others + fresh_script.onload = function () { + fresh_script.onload = null; + _loadScripts(scripts, ++index); + }; + } + } + + // Replace current "sleeping" script with the new "revived" one + curr_script.parentNode.replaceChild(fresh_script, curr_script); + + /** + * If we managed to get here and scr is still set, it means that + * the script is loading/loaded sequentially so don't go any further + */ + if (src) return; + } + + // Go to next script right away + _loadScripts(scripts, ++index); + } + }; + + _loadScripts(scripts, 0); + }; + + /** + * Save custom data inside cookie + * @param {object|string} new_data + * @param {string} [mode] + * @returns {boolean} + */ + var _setCookieData = function (new_data, mode) { + var set = false; + /** + * If mode is 'update': + * add/update only the specified props. + */ + if (mode === "update") { + cookie_data = _cookieconsent.get("data"); + var same_type = typeof cookie_data === typeof new_data; + + if (same_type && typeof cookie_data === "object") { + !cookie_data && (cookie_data = {}); + + for (var prop in new_data) { + if (cookie_data[prop] !== new_data[prop]) { + cookie_data[prop] = new_data[prop]; + set = true; + } + } + } else if ((same_type || !cookie_data) && cookie_data !== new_data) { + cookie_data = new_data; + set = true; + } + } else { + cookie_data = new_data; + set = true; + } + + if (set) { + saved_cookie_content["data"] = cookie_data; + _setCookie(_config.cookie_name, JSON.stringify(saved_cookie_content)); + } + + return set; + }; + + /** + * Helper method to set a variety of fields + * @param {string} field + * @param {object} data + * @returns {boolean} + */ + _cookieconsent.set = function (field, data) { + switch (field) { + case "data": + return _setCookieData(data["value"], data["mode"]); + default: + return false; + } + }; + + /** + * Retrieve data from existing cookie + * @param {string} field + * @param {string} [cookie_name] + * @returns {any} + */ + _cookieconsent.get = function (field, cookie_name) { + var cookie = JSON.parse( + _getCookie(cookie_name || _config.cookie_name, "one", true) || "{}" + ); + + return cookie[field]; + }; + + /** + * Read current configuration value + * @returns {any} + */ + _cookieconsent.getConfig = function (field) { + return _config[field] || user_config[field]; + }; + + /** + * Obtain accepted and rejected categories + * @returns {{accepted: string[], rejected: string[]}} + */ + var _getCurrentCategoriesState = function () { + // get accepted categories + accepted_categories = saved_cookie_content["categories"] || []; + + // calculate rejected categories (all_categories - accepted_categories) + rejected_categories = all_categories.filter(function (category) { + return _inArray(accepted_categories, category) === -1; + }); + + return { + accepted: accepted_categories, + rejected: rejected_categories, + }; + }; + + /** + * Calculate "accept type" given current categories state + * @param {{accepted: string[], rejected: string[]}} currentCategoriesState + * @returns {string} + */ + var _getAcceptType = function (currentCategoriesState) { + var type = "custom"; + + // number of categories marked as necessary/readonly + var necessary_categories_length = readonly_categories.filter(function ( + readonly + ) { + return readonly === true; + }).length; + + // calculate accept type based on accepted/rejected categories + if (currentCategoriesState.accepted.length === all_categories.length) + type = "all"; + else if ( + currentCategoriesState.accepted.length === necessary_categories_length + ) + type = "necessary"; + + return type; + }; + + /** + * @typedef {object} userPreferences + * @property {string} accept_type + * @property {string[]} accepted_categories + * @property {string[]} rejected_categories + */ + + /** + * Retrieve current user preferences (summary) + * @returns {userPreferences} + */ + _cookieconsent.getUserPreferences = function () { + var currentCategoriesState = _getCurrentCategoriesState(); + var accept_type = _getAcceptType(currentCategoriesState); + + return { + accept_type: accept_type, + accepted_categories: currentCategoriesState.accepted, + rejected_categories: currentCategoriesState.rejected, + }; + }; + + /** + * Function which will run after script load + * @callback scriptLoaded + */ + + /** + * Dynamically load script (append to head) + * @param {string} src + * @param {scriptLoaded} callback + * @param {object[]} [attrs] Custom attributes + */ + _cookieconsent.loadScript = function (src, callback, attrs) { + var function_defined = typeof callback === "function"; + + // Load script only if not already loaded + if (!document.querySelector('script[src="' + src + '"]')) { + var script = _createNode("script"); + + // if an array is provided => add custom attributes + if (attrs && attrs.length > 0) { + for (var i = 0; i < attrs.length; ++i) { + attrs[i] && + script.setAttribute(attrs[i]["name"], attrs[i]["value"]); + } + } + + // if callback function defined => run callback onload + if (function_defined) { + script.onload = callback; + } + + script.src = src; + + /** + * Append script to head + */ + document.head.appendChild(script); + } else { + function_defined && callback(); + } + }; + + /** + * Manage dynamically loaded scripts: https://github.com/orestbida/cookieconsent/issues/101 + * If plugin has already run, call this method to enable + * the newly added scripts based on currently selected preferences + */ + _cookieconsent.updateScripts = function () { + _manageExistingScripts(); + }; + + /** + * Show cookie consent modal (with delay parameter) + * @param {number} [delay] + * @param {boolean} [create_modal] create modal if it doesn't exist + */ + _cookieconsent.show = function (delay, create_modal) { + if (create_modal === true) _createConsentModal(_config.current_lang); + + if (!consent_modal_exists) return; + + last_elem_before_modal = document.activeElement; + current_modal_focusable = consent_modal_focusable; + current_focused_modal = consent_modal; + + consent_modal_visible = true; + consent_modal.removeAttribute("aria-hidden"); + + setTimeout( + function () { + _addClass(html_dom, "show--consent"); + _log("CookieConsent [MODAL]: show consent_modal"); + }, + delay > 0 ? delay : create_modal ? 30 : 0 + ); + }; + + /** + * Hide consent modal + */ + _cookieconsent.hide = function () { + if (!consent_modal_exists) return; + + consent_modal_visible = false; + + setFocus(cmFocusSpan); + + consent_modal.setAttribute("aria-hidden", "true"); + _removeClass(html_dom, "show--consent"); + + if (last_elem_before_modal) { + setFocus(last_elem_before_modal); + last_elem_before_modal = null; + } + + _log("CookieConsent [MODAL]: hide"); + }; + + /** + * Show settings modal (with optional delay) + * @param {number} delay + */ + _cookieconsent.showSettings = function (delay) { + settings_modal_visible = true; + settings_container.removeAttribute("aria-hidden"); + + if (consent_modal_visible) { + last_consent_modal_btn_focus = document.activeElement; + } else { + last_elem_before_modal = document.activeElement; + } + + current_focused_modal = settings_container; + current_modal_focusable = settings_modal_focusable; + + setTimeout( + function () { + _addClass(html_dom, "show--settings"); + _log("CookieConsent [SETTINGS]: show settings_modal"); + }, + delay > 0 ? delay : 0 + ); + }; + + /** + * Hide settings modal + */ + _cookieconsent.hideSettings = function () { + settings_modal_visible = false; + + discardUnsavedToggles(); + + setFocus(smFocusSpan); + + settings_container.setAttribute("aria-hidden", "true"); + _removeClass(html_dom, "show--settings"); + + if (consent_modal_visible) { + if (last_consent_modal_btn_focus) { + setFocus(last_consent_modal_btn_focus); + last_consent_modal_btn_focus = null; + } + current_focused_modal = consent_modal; + current_modal_focusable = consent_modal_focusable; + } else { + if (last_elem_before_modal) { + setFocus(last_elem_before_modal); + last_elem_before_modal = null; + } + } + + _log("CookieConsent [SETTINGS]: hide settings_modal"); + }; + + /** + * Accept cookieconsent function API + * @param {string[]|string} _categories - Categories to accept + * @param {string[]} [_exclusions] - Excluded categories [optional] + */ + _cookieconsent.accept = function (_categories, _exclusions) { + var categories = _categories || undefined; + var exclusions = _exclusions || []; + var to_accept = []; + + /** + * Get all accepted categories + * @returns {string[]} + */ + var _getCurrentPreferences = function () { + var toggles = document.querySelectorAll(".c-tgl") || []; + var states = []; + + for (var i = 0; i < toggles.length; i++) { + if (toggles[i].checked) { + states.push(toggles[i].value); + } + } + return states; + }; + + if (!categories) { + to_accept = _getCurrentPreferences(); + } else { + if ( + typeof categories === "object" && + typeof categories.length === "number" + ) { + for (var i = 0; i < categories.length; i++) { + if (_inArray(all_categories, categories[i]) !== -1) + to_accept.push(categories[i]); + } + } else if (typeof categories === "string") { + if (categories === "all") to_accept = all_categories.slice(); + else { + if (_inArray(all_categories, categories) !== -1) + to_accept.push(categories); + } + } + } + + // Remove excluded categories + if (exclusions.length >= 1) { + for (i = 0; i < exclusions.length; i++) { + to_accept = to_accept.filter(function (item) { + return item !== exclusions[i]; + }); + } + } + + // Add back all the categories set as "readonly/required" + for (i = 0; i < all_categories.length; i++) { + if ( + readonly_categories[i] === true && + _inArray(to_accept, all_categories[i]) === -1 + ) { + to_accept.push(all_categories[i]); + } + } + + _saveCookiePreferences(to_accept); + }; + + /** + * API function to easily erase cookies + * @param {(string|string[])} _cookies + * @param {string} [_path] - optional + * @param {string} [_domain] - optional + */ + _cookieconsent.eraseCookies = function (_cookies, _path, _domain) { + var cookies = []; + var domains = _domain + ? [_domain, "." + _domain] + : [_config.cookie_domain, "." + _config.cookie_domain]; + + if (typeof _cookies === "object" && _cookies.length > 0) { + for (var i = 0; i < _cookies.length; i++) { + this.validCookie(_cookies[i]) && cookies.push(_cookies[i]); + } + } else { + this.validCookie(_cookies) && cookies.push(_cookies); + } + + _eraseCookies(cookies, _path, domains); + }; + + /** + * Set cookie, by specifying name and value + * @param {string} name + * @param {string} value + */ + var _setCookie = function (name, value) { + var cookie_expiration = _config.cookie_expiration; + + if ( + typeof _config.cookie_necessary_only_expiration === "number" && + accept_type === "necessary" + ) + cookie_expiration = _config.cookie_necessary_only_expiration; + + value = _config.use_rfc_cookie ? encodeURIComponent(value) : value; + + var date = new Date(); + date.setTime(date.getTime() + 1000 * (cookie_expiration * 24 * 60 * 60)); + var expires = "; expires=" + date.toUTCString(); + + var cookieStr = + name + + "=" + + (value || "") + + expires + + "; Path=" + + _config.cookie_path + + ";"; + cookieStr += " SameSite=" + _config.cookie_same_site + ";"; + + // assures cookie works with localhost (=> don't specify domain if on localhost) + if (location.hostname.indexOf(".") > -1 && _config.cookie_domain) { + cookieStr += " Domain=" + _config.cookie_domain + ";"; + } + + if (location.protocol === "https:") { + cookieStr += " Secure;"; + } + + document.cookie = cookieStr; + + _log( + "CookieConsent [SET_COOKIE]: '" + + name + + "' expires after " + + cookie_expiration + + " day(s)" + ); + }; + + /** + * Get cookie value by name, + * returns the cookie value if found (or an array + * of cookies if filter provided), otherwise empty string: "" + * @param {string} name + * @param {string} filter 'one' or 'all' + * @param {boolean} [get_value] set to true to obtain its value + * @returns {string|string[]} + */ + var _getCookie = function (name, filter, get_value) { + var found; + + if (filter === "one") { + found = document.cookie.match("(^|;)\\s*" + name + "\\s*=\\s*([^;]+)"); + found = found ? (get_value ? found.pop() : name) : ""; + + if (found && name === _config.cookie_name) { + try { + found = JSON.parse(found); + } catch (e) { + try { + found = JSON.parse(decodeURIComponent(found)); + } catch (e) { + // if I got here => cookie value is not a valid json string + found = {}; + } + } + found = JSON.stringify(found); + } + } else if (filter === "all") { + // array of names of all existing cookies + var cookies = document.cookie.split(/;\s*/); + found = []; + for (var i = 0; i < cookies.length; i++) { + found.push(cookies[i].split("=")[0]); + } + } + + return found; + }; + + /** + * Delete cookie by name & path + * @param {string[]} cookies + * @param {string} [custom_path] - optional + * @param {string[]} domains - example: ['domain.com', '.domain.com'] + */ + var _eraseCookies = function (cookies, custom_path, domains) { + var path = custom_path ? custom_path : "/"; + var expires = "Expires=Thu, 01 Jan 1970 00:00:01 GMT;"; + + for (var i = 0; i < cookies.length; i++) { + for (var j = 0; j < domains.length; j++) { + document.cookie = + cookies[i] + + "=; path=" + + path + + (domains[j].indexOf(".") == 0 ? "; domain=" + domains[j] : "") + + "; " + + expires; + } + _log( + "CookieConsent [AUTOCLEAR]: deleting cookie: '" + + cookies[i] + + "' path: '" + + path + + "' domain:", + domains + ); + } + }; + + /** + * Returns true if cookie was found and has valid value (not empty string) + * @param {string} cookie_name + * @returns {boolean} + */ + _cookieconsent.validCookie = function (cookie_name) { + return _getCookie(cookie_name, "one", true) !== ""; + }; + + /** + * Function to run when event is fired + * @callback eventFired + */ + + /** + * Add event listener to dom object (cross browser function) + * @param {Element} elem + * @param {string} event + * @param {eventFired} fn + * @param {boolean} [isPassive] + */ + var _addEvent = function (elem, event, fn, isPassive) { + elem.addEventListener( + event, + fn, + isPassive === true ? { passive: true } : false + ); + }; + + /** + * Get all prop. keys defined inside object + * @param {Object} obj + */ + var _getKeys = function (obj) { + if (typeof obj === "object") { + return Object.keys(obj); + } + }; + + /** + * Append class to the specified dom element + * @param {HTMLElement} elem + * @param {string} classname + */ + var _addClass = function (elem, classname) { + elem.classList.add(classname); + }; + + /** + * Remove specified class from dom element + * @param {HTMLElement} elem + * @param {string} classname + */ + var _removeClass = function (el, className) { + el.classList.remove(className); + }; + + /** + * Check if html element has class + * @param {HTMLElement} el + * @param {string} className + */ + var _hasClass = function (el, className) { + return el.classList.contains(className); + }; + + /** + * @param {1 | 2} modal_id + */ + var generateFocusSpan = function (modal_id) { + var span = _createNode("span"); + span.tabIndex = -1; + + if (modal_id === 1) cmFocusSpan = span; + else smFocusSpan = span; + + return span; + }; + + /** + * @param {HTMLElement} el + */ + var setFocus = function (el) { + el && el.focus(); + }; + + /** + * https://github.com/orestbida/cookieconsent/issues/481 + */ + var discardUnsavedToggles = function () { + /** + * @type {NodeListOf} + */ + var toggles = settings_inner.querySelectorAll(".c-tgl"); + + for (var i = 0; i < toggles.length; i++) { + var category = toggles[i].value; + var is_readonly = readonly_categories.indexOf(category) > -1; + + toggles[i].checked = + is_readonly || _cookieconsent.allowedCategory(category); + } + }; + + return _cookieconsent; + }; + + var init = "initCookieConsent"; + /** + * Make CookieConsent object accessible globally + */ + if (typeof window !== "undefined" && typeof window[init] !== "function") { + window[init] = CookieConsent; + } +})(); diff --git a/v1.0/assets/js/copy-code.js b/v1.0/assets/js/copy-code.js new file mode 100644 index 000000000..d64200213 --- /dev/null +++ b/v1.0/assets/js/copy-code.js @@ -0,0 +1,22 @@ +$(() => { + let copyCodeContainer = $("
        " + + "
        "); + $("div.highlighter-rouge").prepend(copyCodeContainer); + $("div.highlighter-rouge .copy-code-button").click(function() { + const tempTextArea = document.createElement('textarea'); + tempTextArea.textContent = $(this).parent().parent().find("code").text() + document.body.appendChild(tempTextArea); + const selection = document.getSelection(); + selection.removeAllRanges(); + tempTextArea.select(); + document.execCommand('copy'); + selection.removeAllRanges(); + document.body.removeChild(tempTextArea); + $(this).removeClass("fa-copy").removeClass("far").addClass("fa").addClass("fa-check"); + const that = this; + setTimeout(function() { + $(that).addClass("fa-copy").addClass("far").removeClass("fa").removeClass("fa-check"); + }, 300); + }); +}); diff --git a/v1.0/assets/js/feedback.js b/v1.0/assets/js/feedback.js new file mode 100644 index 000000000..3457368be --- /dev/null +++ b/v1.0/assets/js/feedback.js @@ -0,0 +1,22 @@ +$(() => { + const close = () => { + $('#is-helpful-ty').dialog('close'); + $(document).off("click", close); + $(window).off("scroll", close); + } + const showThankYou = (elm) => { + $('#is-helpful-ty').dialog({ + width: 200, + position: {of: elm, my: 'top right', at: 'left-50 bottom+50', collision: "fit"}, + open: () => setTimeout(() => { + $(document).on("click", close); + $(window).on("scroll", close); + }, 1), + show: {effect: "drop"}, + hide: {effect: "drop"} + }) + setTimeout(close, 10000); + } + $(".page-helpful-btn").on("click", (e) => showThankYou(e.target)) + $('#is-helpful-ty').on("click", (e) => $(e.target).prop("tagName") === 'A') +}) diff --git a/v1.0/assets/js/just-the-docs.js b/v1.0/assets/js/just-the-docs.js new file mode 100644 index 000000000..1228a2631 --- /dev/null +++ b/v1.0/assets/js/just-the-docs.js @@ -0,0 +1,518 @@ +(function (jtd, undefined) { + +// Event handling + +jtd.addEvent = function(el, type, handler) { + if (el.attachEvent) el.attachEvent('on'+type, handler); else el.addEventListener(type, handler); +} +jtd.removeEvent = function(el, type, handler) { + if (el.detachEvent) el.detachEvent('on'+type, handler); else el.removeEventListener(type, handler); +} +jtd.onReady = function(ready) { + // in case the document is already rendered + if (document.readyState!='loading') ready(); + // modern browsers + else if (document.addEventListener) document.addEventListener('DOMContentLoaded', ready); + // IE <= 8 + else document.attachEvent('onreadystatechange', function(){ + if (document.readyState=='complete') ready(); + }); +} + +// Show/hide mobile menu + +function initNav() { + jtd.addEvent(document, 'click', function(e){ + var target = e.target; + while (target && !(target.classList && target.classList.contains('nav-list-expander'))) { + target = target.parentNode; + } + if (target) { + e.preventDefault(); + const active = target.parentNode.classList.toggle('active'); + const passive = target.parentNode.classList.toggle('passive'); + if (active && passive) target.parentNode.classList.toggle('passive'); + target.ariaPressed = active; + } + }); + + const siteNav = document.getElementById('site-nav'); + const mainHeader = document.getElementById('main-header'); + const menuButton = document.getElementById('menu-button'); + + disableHeadStyleSheet(); + + jtd.addEvent(menuButton, 'click', function(e){ + e.preventDefault(); + + if (menuButton.classList.toggle('nav-open')) { + siteNav.classList.add('nav-open'); + mainHeader.classList.add('nav-open'); + menuButton.ariaPressed = true; + } else { + siteNav.classList.remove('nav-open'); + mainHeader.classList.remove('nav-open'); + menuButton.ariaPressed = false; + } + }); +} + +// The page-specific + + + + + + + + + + + + + + + + + + + +Copying data to/from lakeFS | lakeFS Documentation + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + Link + + + + + + + Search + + + + + + + Menu + + + + + + + + + + + + Expand + + + + + + Document + + + + + + +
        +
        +
        + + + + + + + + + +
        + + +
        +
        + +
        + + + +
        +
        + + + + + +
        + +
        +

        + + + Table of contents + + +

        + + +
          +
        1. Using DistCp
          2. +
        2. Using Rclone
          3. +
        + +
        +

        + + + Using DistCp + + +

        + + +

        Apache Hadoop DistCp (distributed copy) is a tool used for large inter/intra-cluster copying. You can easily use it with your lakeFS repositories.

        + +

        Note

        + +

        In the following examples, we set AWS credentials on the command line for clarity. In production, you should set these properties using one of Hadoop’s standard ways of Authenticating with S3.

        +

        + + + Between lakeFS repositories + + +

        + + +

        You can use DistCP to copy between two different lakeFS repositories. Replace the access key pair with your lakeFS access key pair:

        + +
        hadoop distcp \
+  -Dfs.s3a.path.style.access=true \
+  -Dfs.s3a.access.key="AKIAIOSFODNN7EXAMPLE" \
+  -Dfs.s3a.secret.key="wJalrXUtnFEMI/K7MDENG/bPxRfiCYEXAMPLEKEY" \
+  -Dfs.s3a.endpoint="https://lakefs.example.com" \
+  "s3a://example-repo-1/main/example-file.parquet" \
+  "s3a://example-repo-2/main/example-file.parquet"
+
        +

        + + + Between S3 buckets and lakeFS + + +

        + + +

        To copy data from an S3 bucket to a lakeFS repository, use Hadoop’s per-bucket configuration. +In the following examples, replace the first access key pair with your lakeFS key pair, and the second one with your AWS IAM key pair:

        +

        + + + From S3 to lakeFs + + +

        + + +
        hadoop distcp \
+  -Dfs.s3a.path.style.access=true \
+  -Dfs.s3a.bucket.example-repo.access.key="AKIAIOSFODNN7EXAMPLE" \
+  -Dfs.s3a.bucket.example-repo.secret.key="wJalrXUtnFEMI/K7MDENG/bPxRfiCYEXAMPLEKEY" \
+  -Dfs.s3a.bucket.example-repo.endpoint="https://lakefs.example.com" \
+  -Dfs.s3a.bucket.example-bucket.access.key="AKIAIOSFODNN3EXAMPLE" \
+  -Dfs.s3a.bucket.example-bucket.secret.key="wJalrXUtnFEMI/K3MDENG/bPxRfiCYEXAMPLEKEY" \
+  "s3a://example-bucket/example-file.parquet" \
+  "s3a://example-repo/main/example-file.parquet"
+
        +

        + + + From lakeFS to S3 + + +

        + + +
        hadoop distcp \
+  -Dfs.s3a.path.style.access=true \
+  -Dfs.s3a.bucket.example-repo.access.key="AKIAIOSFODNN7EXAMPLE" \
+  -Dfs.s3a.bucket.example-repo.secret.key="wJalrXUtnFEMI/K7MDENG/bPxRfiCYEXAMPLEKEY" \
+  -Dfs.s3a.bucket.example-repo.endpoint="https://lakefs.example.com" \
+  -Dfs.s3a.bucket.example-bucket.access.key="AKIAIOSFODNN3EXAMPLE" \
+  -Dfs.s3a.bucket.example-bucket.secret.key="wJalrXUtnFEMI/K3MDENG/bPxRfiCYEXAMPLEKEY" \
+  "s3a://example-repo/main/myfile" \
+  "s3a://example-bucket/myfile"
+
        +

        + + + Using Rclone + + +

        + + +

        Rclone is a command line program to sync files and directories between cloud providers. +To use it with lakeFS, create an Rclone remote as describe below and then use it as you would any other Rclone remote.

        +

        + + + Creating a remote for lakeFS in Rclone + + +

        + + +

        To add the remote to Rclone, choose one of the following options:

        +

        + + + Option 1: Add an entry in your Rclone configuration file + + +

        + +
          +
        • +

          Find the path to your Rclone configuration file and copy it for the next step.

          + + 
          rclone config file
+# output:
+# Configuration file is stored at:
+# /home/myuser/.config/rclone/rclone.conf
+
          +
          • +
        • +

          If your lakeFS access key is already set in an AWS profile or environment variables, run the following command, replacing the endpoint property with your lakeFS endpoint:

          + + 
          cat <<EOT >> /home/myuser/.config/rclone/rclone.conf
+[lakefs]
+type = s3
+provider = Other
+endpoint = https://lakefs.example.com
+no_check_bucket = true
+EOT
+
          +
          • +
        • +

          Otherwise, also include your lakeFS access key pair in the Rclone configuration file:

          + + 
          cat <<EOT >> /home/myuser/.config/rclone/rclone.conf
+[lakefs]
+type = s3
+provider = Other
+env_auth = false
+access_key_id = AKIAIOSFODNN7EXAMPLE
+secret_access_key = wJalrXUtnFEMI/K7MDENG/bPxRfiCYEXAMPLEKEY
+endpoint = https://lakefs.example.com
+no_check_bucket = true
+EOT
+
          +
          • +
        +

        + + + Option 2: Use the Rclone interactive config command + + +

        + + +

        Run this command and follow the instructions:

        +
        rclone config
+
        +

        Choose AWS S3 as your type of storage, and enter your lakeFS endpoint as your S3 endpoint. +You will have to choose whether you use your environment for authentication (recommended), +or enter the lakeFS access key pair into the Rclone configuration. Select “Edit advanced +config” and accept defaults for all values except no_check_bucket:

        +
        If set, don't attempt to check the bucket exists or create it.
+
+This can be useful when trying to minimize the number of transactions
+Rclone carries out, if you know the bucket exists already.
+
+This might also be needed if the user you're using doesn't have bucket
+creation permissions. Before v1.52.0, this would have passed silently
+due to a bug.
+
+Enter a boolean value (true or false). Press Enter for the default ("false").
+no_check_bucket> yes
+
        +

        + + + Syncing S3 and lakeFS + + +

        + + +
        rclone sync mys3remote://mybucket/path/ lakefs:example-repo/main/path
+
        +

        + + + Syncing a local directory and lakeFS + + +

        + + +
        rclone sync /home/myuser/path/ lakefs:example-repo/main/path
+
        + + + + + + + + +
        +
        + + + + +
        + +
        +
        + + + + + + + + diff --git a/v1.0/howto/deploy/aws.html b/v1.0/howto/deploy/aws.html new file mode 100644 index 000000000..0b327ee96 --- /dev/null +++ b/v1.0/howto/deploy/aws.html @@ -0,0 +1,1100 @@ + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + +AWS | lakeFS Documentation + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + Link + + + + + + + Search + + + + + + + Menu + + + + + + + + + + + + Expand + + + + + + Document + + + + + + +
        +
        +
        + + + + + + + + + +
        + + +
        +
        + +
        + + + +
        +
        + + + + + +
        + +

        + + + Deploy lakeFS on AWS + + +

        + + +
        +

        The instructions given here are for a self-managed deployment of lakeFS on AWS.

        + +

        For a hosted lakeFS service with guaranteed SLAs, try lakeFS Cloud

        +
        + +

        When you deploy lakeFS on AWS these are the options available to use:

        + +

        + +

        This guide walks you through the options available and how to configure them, finishing with configuring and running lakeFS itself and creating your first repository.

        + +
        +

        + + + Table of contents + + +

        + + +
          +
        1. Grant lakeFS permissions to DynamoDB
          2. +
        2. Run the lakeFS server
          3. +
        3. Prepare your S3 bucket
          4. +
        4. Create the admin user
          5. +
        5. Create your first repository
          6. +
        + +
        + +

        ⏰ Expected deployment time: 25 min

        +

        + + + Grant lakeFS permissions to DynamoDB + + +

        + + +

        By default, lakeFS will create the required DynamoDB table if it does not already exist. You’ll have to give the IAM role used by lakeFS the following permissions:

        + +
        {
+    "Version": "2012-10-17",
+    "Statement": [
+        {
+            "Sid": "ListAndDescribe",
+            "Effect": "Allow",
+            "Action": [
+                "dynamodb:List*",
+                "dynamodb:DescribeReservedCapacity*",
+                "dynamodb:DescribeLimits",
+                "dynamodb:DescribeTimeToLive"
+            ],
+            "Resource": "*"
+        },
+        {
+            "Sid": "kvstore",
+            "Effect": "Allow",
+            "Action": [
+                "dynamodb:BatchGet*",
+                "dynamodb:DescribeTable",
+                "dynamodb:Get*",
+                "dynamodb:Query",
+                "dynamodb:Scan",
+                "dynamodb:BatchWrite*",
+                "dynamodb:CreateTable",
+                "dynamodb:Delete*",
+                "dynamodb:Update*",
+                "dynamodb:PutItem"
+            ],
+            "Resource": "arn:aws:dynamodb:*:*:table/kvstore"
+        }
+    ]
+}
+
        + +

        💡 You can also use lakeFS with PostgreSQL instead of DynamoDB! See the configuration reference for more information.

        +

        + + + Run the lakeFS server + + +

        + + +
        + +
        + +

        Connect to your EC2 instance using SSH:

        + +
          +
        1. +

          Create a config.yaml on your EC2 instance, with the following parameters:

          + + 
          ---
+database:
+  type: "dynamodb"
+  
+auth:
+  encrypt:
+    # replace this with a randomly-generated string. Make sure to keep it safe!
+    secret_key: "[ENCRYPTION_SECRET_KEY]"
+   
+blockstore:
+  type: s3
+
          +
          2. +
        2. Download the binary to run on the EC2 instance.
          3. +
        3. +

          Run the lakefs binary on the EC2 instance:

          + + 
          lakefs --config config.yaml run
+
          +
          4. +
        + +

        Note: It’s preferable to run the binary as a service using systemd or your operating system’s facilities.

        +

        + + + Advanced: Deploying lakeFS behind an AWS Application Load Balancer + + +

        + + +
          +
        1. Your security groups should allow the load balancer to access the lakeFS server.
          2. +
        2. Create a target group with a listener for port 8000.
          3. +
        3. Setup TLS termination using the domain names you wish to use (e.g., lakefs.example.com and potentially s3.lakefs.example.com, *.s3.lakefs.example.com if using virtual-host addressing).
          4. +
        4. Configure the health-check to use the exposed /_health URL
          5. +
        + +
        +
        + +

        You can install lakeFS on Kubernetes using a Helm chart.

        + +

        To install lakeFS with Helm:

        + +
          +
        1. +

          Copy the Helm values file relevant for S3:

          + + 
          secrets:
+   # replace this with a randomly-generated string
+   authEncryptSecretKey: [ENCRYPTION_SECRET_KEY]
+lakefsConfig: |
+    database:
+      type: dynamodb
+    blockstore:
+      type: s3
+
          +
          2. +
        2. +

          Fill in the missing values and save the file as conf-values.yaml. For more configuration options, see our Helm chart README.

          + +

          The lakefsConfig parameter is the lakeFS configuration documented here but without sensitive information. +Sensitive information like databaseConnectionString is given through separate parameters, and the chart will inject it into Kubernetes secrets.

          +
          3. +
        3. +

          In the directory where you created conf-values.yaml, run the following commands:

          + + 
          # Add the lakeFS repository
+helm repo add lakefs https://charts.lakefs.io
+# Deploy lakeFS
+helm install my-lakefs lakefs/lakefs -f conf-values.yaml
+
          + +

          my-lakefs is the Helm Release name.

          +
          4. +
        + +

        ⚠️ Make sure the Kubernetes nodes have access to all buckets/containers with which you intend to use with lakeFS. +If you can’t provide such access, configure lakeFS with an AWS key-pair.

        +

        + + + Load balancing + + +

        + + +

        To configure a load balancer to direct requests to the lakeFS servers you can use the LoadBalancer Service type or a Kubernetes Ingress. +By default, lakeFS operates on port 8000 and exposes a /_health endpoint that you can use for health checks.

        + +

        💡 The NGINX Ingress Controller by default limits the client body size to 1 MiB. +Some clients use bigger chunks to upload objects - for example, multipart upload to lakeFS using the S3 Gateway or +a simple PUT request using the OpenAPI Server. +Checkout Nginx documentation for increasing the limit, or an example of Nginx configuration with MinIO.

        + +
        +
        +

        + + + Prepare your S3 bucket + + +

        + + +
          +
        1. From the S3 Administration console, choose Create Bucket.
          2. +
        2. Use the following as your bucket policy, filling in the placeholders: +
          + +
          + + 
          {
+   "Id": "lakeFSPolicy",
+   "Version": "2012-10-17",
+   "Statement": [
+      {
+         "Sid": "lakeFSObjects",
+         "Action": [
+            "s3:GetObject",
+            "s3:PutObject",
+            "s3:AbortMultipartUpload",
+            "s3:ListMultipartUploadParts"
+         ],
+         "Effect": "Allow",
+         "Resource": ["arn:aws:s3:::[BUCKET_NAME_AND_PREFIX]/*"],
+         "Principal": {
+            "AWS": ["arn:aws:iam::[ACCOUNT_ID]:role/[IAM_ROLE]"]
+         }
+      },
+      {
+         "Sid": "lakeFSBucket",
+         "Action": [
+            "s3:ListBucket",
+            "s3:GetBucketLocation",
+            "s3:ListBucketMultipartUploads"
+         ],
+         "Effect": "Allow",
+         "Resource": ["arn:aws:s3:::[BUCKET]"],
+         "Principal": {
+            "AWS": ["arn:aws:iam::[ACCOUNT_ID]:role/[IAM_ROLE]"]
+         }
+      }
+   ]
+}
+
          + +
            +
          • Replace [BUCKET_NAME], [ACCOUNT_ID] and [IAM_ROLE] with values relevant to your environment.
            • +
          • [BUCKET_NAME_AND_PREFIX] can be the bucket name. If you want to minimize the bucket policy permissions, use the bucket name together with a prefix (e.g. example-bucket/a/b/c). +This way, lakeFS will be able to create repositories only under this specific path (see: Storage Namespace).
            • +
          • lakeFS will try to assume the role [IAM_ROLE].
            • +
          +
          +
          +

          If required lakeFS can operate without accessing the data itself, this permission section is useful if you are using presigned URLs mode or the lakeFS Hadoop FileSystem Spark integration. +Since this FileSystem performs many operations directly on the storage, lakeFS requires less permissive permissions, resulting in increased security.

          + +

          lakeFS always requires permissions to access the _lakefs prefix under your storage namespace, in which metadata +is stored (learn more).

          + +

          By setting this policy without presign mode you’ll be able to perform only metadata operations through lakeFS, meaning that you’ll not be able +to use lakeFS to upload or download objects. Specifically you won’t be able to:

          +
            +
          • Upload objects using the lakeFS GUI (Works with presign mode)
            • +
          • Upload objects through Spark using the S3 gateway
            • +
          • Run lakectl fs commands (unless using presign mode with --pre-sign flag)
            • +
          • Use Actions and Hooks
            • +
          + + 
          {
+  "Id": "[POLICY_ID]",
+  "Version": "2012-10-17",
+  "Statement": [
+{
+  "Sid": "lakeFSObjects",
+  "Action": [
+     "s3:GetObject",
+     "s3:PutObject"
+  ],
+  "Effect": "Allow",
+  "Resource": [
+     "arn:aws:s3:::[STORAGE_NAMESPACE]/_lakefs/*"
+  ],
+  "Principal": {
+    "AWS": ["arn:aws:iam::[ACCOUNT_ID]:role/[IAM_ROLE]"]
+  }
+},
+ {
+    "Sid": "lakeFSBucket",
+    "Action": [
+       "s3:ListBucket",
+       "s3:GetBucketLocation"
+    ],
+    "Effect": "Allow",
+    "Resource": ["arn:aws:s3:::[BUCKET]"],
+    "Principal": {
+       "AWS": ["arn:aws:iam::[ACCOUNT_ID]:role/[IAM_ROLE]"]
+    }
+ }
+  ]
+}
+
          + +

          We can use presigned URLs mode without allowing access to the data from the lakeFS server directly. +We can achieve this by using condition keys such as aws:referer, aws:SourceVpc and aws:SourceIp.

          + +

          For example, assume the following scenario:

          +
            +
          • lakeFS is deployed outside the company (i.e lakeFS cloud or other VPC not vpc-123)
            • +
          • We don’t want lakeFS to be able to access the data, so we use presign URL, we still need lakeFS role to be able to sign the URL.
            • +
          • We want to allow access from the internal company VPC: vpc-123.
            • +
          + + 
                {
+         "Sid": "allowLakeFSRoleFromCompanyOnly",
+         "Effect": "Allow",
+         "Principal": {
+             "AWS": "arn:aws:iam::[ACCOUNT_ID]:role/[IAM_ROLE]"
+         },
+         "Action": [
+             "s3:GetObject",
+             "s3:PutObject",
+         ],
+         "Resource": [
+            "arn:aws:s3:::[BUCKET]/*",
+         ],
+         "Condition": {
+             "StringEquals": {
+                 "aws:SourceVpc": "vpc-123"
+             }
+         }
+     }
+
          + +
          +
          +
          3. +
        +

        + + + Alternative: use an AWS user + + +

        + + +

        lakeFS can authenticate with your AWS account using an AWS user, using an access key and secret. To allow this, change the policy’s Principal accordingly:

        +
         "Principal": {
+   "AWS": ["arn:aws:iam::<ACCOUNT_ID>:user/<IAM_USER>"]
+ }
+
        +

        + + + Create the admin user + + +

        + + +

        When you first open the lakeFS UI, you will be asked to create an initial admin user.

        + +
          +
        1. Open http://<lakefs-host>/ in your browser. If you haven’t set up a load balancer, this will likely be http://<instance ip address>:8000/
          2. +
        2. +

          On first use, you’ll be redirected to the setup page:

          + +

          Create user

          +
          3. +
        3. +

          Follow the steps to create an initial administrator user. Save the credentials you’ve received somewhere safe, you won’t be able to see them again!

          + +

          Setup Done

          +
          4. +
        4. Follow the link and go to the login screen. Use the credentials from the previous step to log in.
          5. +
        +

        + + + Create your first repository + + +

        + + +
          +
        1. Use the credentials from the previous step to log in
          2. +
        2. +

          Click Create Repository and choose Blank Repository.

          + +

          Create Repo

          +
          3. +
        3. Under Storage Namespace, enter a path to your desired location on the object store. This is where data written to this repository will be stored.
          4. +
        4. Click Create Repository
          5. +
        5. +

          You should now have a configured repository, ready to use!

          + +

          Repo Created

          +
          6. +
        + +

        Congratulations! Your environment is now ready 🤩

        + + + + + + + +
        + + + Next: Import data into your installation + +
        + + +
        +
        + + + + +
        + +
        +
        + + + + + + + + diff --git a/v1.0/howto/deploy/azure.html b/v1.0/howto/deploy/azure.html new file mode 100644 index 000000000..1283c95b7 --- /dev/null +++ b/v1.0/howto/deploy/azure.html @@ -0,0 +1,1086 @@ + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + +Azure | lakeFS Documentation + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + Link + + + + + + + Search + + + + + + + Menu + + + + + + + + + + + + Expand + + + + + + Document + + + + + + +
        +
        +
        + + + + + + + + + +
        + + +
        +
        + +
        + + + +
        +
        + + + + + +
        + +

        + + + Deploy lakeFS on Azure + + +

        + + +
        +

        The instructions given here are for a self-managed deployment of lakeFS on Azure.

        + +

        For a hosted lakeFS service with guaranteed SLAs, try lakeFS Cloud

        +
        + +

        When you deploy lakeFS on Azure these are the options available to use:

        + +

        + +

        This guide walks you through the options available and how to configure them, finishing with configuring and running lakeFS itself and creating your first repository.

        + +
        +

        + + + Table of contents + + +

        + + +
          +
        1. 1. Object Storage
          2. +
        2. 2. Authentication Method
          3. +
        3. 3. K/V Store
          4. +
        4. 4. Run the lakeFS server
          5. +
        5. Create the admin user
          6. +
        6. Create your first repository
          7. +
        + +
        + +

        ⏰ Expected deployment time: 25 min

        +

        + + + 1. Object Storage + + +

        + + +

        lakeFS supports the following Azure Storage types:

        + +
          +
        1. Azure Blob Storage
          2. +
        2. Azure Data Lake Storage Gen2 (HNS)
          3. +
        + +

        Data Lake Storage Gen1 is not supported.

        +

        + + + 2. Authentication Method + + +

        + + +

        lakeFS supports two ways to authenticate with Azure.

        + +
        + + +
        + +

        lakeFS uses environment variables to determine credentials to use for authentication. The following authentication methods are supported:

        + +
          +
        1. Managed Service Identity (MSI)
          2. +
        2. Service Principal RBAC
          3. +
        3. Azure CLI
          4. +
        + +

        For deployments inside the Azure ecosystem it is recommended to use a managed identity.

        + +

        More information on authentication methods and environment variables can be found here

        +

        + + + How to Create Service Principal for Resource Group + + +

        + + +

        It is recommended to create a resource group that consists of all the resources lakeFS should have access to.

        + +

        Using a resource group will allow dynamic removal/addition of services from the group, effectively providing/preventing access for lakeFS to these resources without requiring any changes in configuration in lakeFS or providing lakeFS with any additional credentials.

        + +

        The minimal role required for the service principal is “Storage Blob Data Contributor”

        + +

        The following Azure CLI command creates a service principal for a resource group called “lakeFS” with permission to access (read/write/delete) +Blob Storage resources in the resource group and with an expiry of 5 years

        + + 
        az ad sp create-for-rbac \
+  --role "Storage Blob Data Contributor" \
+  --scopes /subscriptions/XXXXXXXX-XXXX-XXXX-XXXX-XXXXXXXXXXXX/resourceGroups/lakeFS --years 5
+    
+Creating 'Storage Blob Data Contributor' role assignment under scope '/subscriptions/947382ea-681a-4541-99ab-b718960c6289/resourceGroups/lakeFS'
+The output includes credentials that you must protect. Be sure that you do not include these credentials in your code or check the credentials into your source control. For more information, see https://aka.ms/azadsp-cli
+{
+  "appId": "XXXXXXXX-XXXX-XXXX-XXXX-XXXXXXXXXXXX",
+  "displayName": "azure-cli-2023-01-30-06-18-30",
+  "password": "XXXXXXXX-XXXX-XXXX-XXXX-XXXXXXXXXXXX",
+  "tenant": "XXXXXXXX-XXXX-XXXX-XXXX-XXXXXXXXXXXX"
+}
+
        + +

        The command output should be used to populate the following environment variables:

        + + 
        AZURE_CLIENT_ID      =  $appId
+AZURE_TENANT_ID      =  $tenant
+AZURE_CLIENT_SECRET  =  $password
+
        + +

        Note: Service Principal credentials have an expiry date and lakeFS will lose access to resources unless credentials are renewed on time.

        + +

        Note: It is possible to provide both account based credentials and environment variables to lakeFS. In that case - lakeFS will use +the account credentials for any access to data located in the given account, and will try to use the identity credentials for any data located outside the given account.

        + +
        + +
        + +

        Storage account credentials can be set directly in the lakeFS configuration using the following parameters:

        + +
          +
        • blockstore.azure.storage_account
          • +
        • blockstore.azure.storage_access_key
          • +
        +

        + + + Limitations + + +

        + + +

        Please note that using this authentication method limits lakeFS to the scope of the given storage account.

        + +

        Specifically, the following operations will not work:

        + +
          +
        1. Import of data from different storage accounts
          2. +
        2. Copy/Read/Write of data that was imported from a different storage account
          3. +
        3. Create pre-signed URL for data that was imported from a different storage account
          4. +
        + +
        +
        +

        + + + 3. K/V Store + + +

        + + +

        lakeFS stores metadata in a database for its versioning engine. This is done via a Key-Value interface that can be implemented on any DB engine and lakeFS comes with several built-in driver implementations (You can read more about it here). The database used doesn’t have to be a dedicated K/V database.

        + +
        + +
        + +

        CosmosDB is a managed database service provided by Azure. lakeFS supports CosmosDB For NoSQL as a database backend.

        + +
          +
        1. Follow the official Azure documentation +on how to create a CosmosDB account for NoSQL and connect to it.
          2. +
        2. Once your CosmosDB account is set up, you can create a Database for +lakeFS. For lakeFS ACID guarantees, make sure to select the Bounded +staleness consistency, +for single region deployments.
          3. +
        3. Create a new container in the database and select type +partitionKey as the Partition key (case sensitive).
          4. +
        4. Pass the endpoint, database name and container name to lakeFS as +described in the configuration guide. +You can either pass the CosmosDB’s account read-write key to lakeFS, or +use a managed identity to authenticate to CosmosDB, as described +earlier.
          5. +
        + +

        A note on CosmosDB capacity modes: lakeFS usage of CosmosDB is still in its +early days and has not been battle tested. Both capacity modes, Provisioned +and Serverless, has been tested for some workloads and passed with flying +colors. The Provisioned mode was configured with 400-4000 RU/s.

        + +
        +
        + +

        Below we show you how to create a database on Azure Database, but you can use any PostgreSQL database as long as it’s accessible by your lakeFS installation.

        + +

        If you already have a database, take note of the connection string and skip to the next step

        + +
          +
        1. Follow the official Azure documentation on how to create a PostgreSQL instance and connect to it. +Make sure that you’re using PostgreSQL version >= 11.
          2. +
        2. Once your Azure Database for PostgreSQL server is set up and the server is in the Available state, take note of the endpoint and username. +Azure postgres Connection String
          3. +
        3. Make sure your Access control roles allow you to connect to the database instance.
          4. +
        + +
        +
        +

        + + + 4. Run the lakeFS server + + +

        + + +

        Now that you’ve chosen and configured object storage, a K/V store, and authentication—you’re ready to configure and run lakeFS. There are three different ways you can run lakeFS:

        + +
        + +
        + +

        Connect to your VM instance using SSH:

        + +
          +
        1. +

          Create a config.yaml on your VM, with the following parameters:

          + + 
          ---
+database:
+  type: "postgres"
+  postgres:
+    connection_string: "[DATABASE_CONNECTION_STRING]"
+  
+auth:
+  encrypt:
+    # replace this with a randomly-generated string. Make sure to keep it safe!
+    secret_key: "[ENCRYPTION_SECRET_KEY]"
+   
+blockstore:
+  type: azure
+  azure:
+
          +
          2. +
        2. Download the binary to run on the VM.
          3. +
        3. +

          Run the lakefs binary:

          + + 
          lakefs --config config.yaml run
+
          +
          4. +
        + +

        Note: It’s preferable to run the binary as a service using systemd or your operating system’s facilities.

        + +
        +
        + +

        To support container-based environments, you can configure lakeFS using environment variables. Here is a docker run +command to demonstrate starting lakeFS using Docker:

        + + 
        docker run \
+  --name lakefs \
+  -p 8000:8000 \
+  -e LAKEFS_DATABASE_TYPE="postgres" \
+  -e LAKEFS_DATABASE_POSTGRES_CONNECTION_STRING="[DATABASE_CONNECTION_STRING]" \
+  -e LAKEFS_AUTH_ENCRYPT_SECRET_KEY="[ENCRYPTION_SECRET_KEY]" \
+  -e LAKEFS_BLOCKSTORE_TYPE="azure" \
+  -e LAKEFS_BLOCKSTORE_AZURE_STORAGE_ACCOUNT="[YOUR_STORAGE_ACCOUNT]" \
+  -e LAKEFS_BLOCKSTORE_AZURE_STORAGE_ACCESS_KEY="[YOUR_ACCESS_KEY]" \
+  treeverse/lakefs:latest run
+
        + +

        See the reference for a complete list of environment variables.

        + +
        +
        + +

        You can install lakeFS on Kubernetes using a Helm chart.

        + +

        To install lakeFS with Helm:

        + +
          +
        1. +

          Copy the Helm values file relevant for Azure Blob:

          + + 
          secrets:
+    # replace this with the connection string of the database you created in a previous step:
+    databaseConnectionString: [DATABASE_CONNECTION_STRING]
+    # replace this with a randomly-generated string
+    authEncryptSecretKey: [ENCRYPTION_SECRET_KEY]
+lakefsConfig: |
+    blockstore:
+      type: azure
+      azure:
+    #  If you chose to authenticate via access key, unmark the following rows and insert the values from the previous step 
+    #  storage_account: [your storage account]
+    #  storage_access_key: [your access key]
+
          +
          2. +
        2. +

          Fill in the missing values and save the file as conf-values.yaml. For more configuration options, see our Helm chart README.

          + +

          The lakefsConfig parameter is the lakeFS configuration documented here but without sensitive information. +Sensitive information like databaseConnectionString is given through separate parameters, and the chart will inject it into Kubernetes secrets.

          +
          3. +
        3. +

          In the directory where you created conf-values.yaml, run the following commands:

          + + 
          # Add the lakeFS repository
+helm repo add lakefs https://charts.lakefs.io
+# Deploy lakeFS
+helm install my-lakefs lakefs/lakefs -f conf-values.yaml
+
          + +

          my-lakefs is the Helm Release name.

          +
          4. +
        +

        + + + Load balancing + + +

        + + +

        To configure a load balancer to direct requests to the lakeFS servers you can use the LoadBalancer Service type or a Kubernetes Ingress. +By default, lakeFS operates on port 8000 and exposes a /_health endpoint that you can use for health checks.

        + +

        💡 The NGINX Ingress Controller by default limits the client body size to 1 MiB. +Some clients use bigger chunks to upload objects - for example, multipart upload to lakeFS using the S3-compatible Gateway or +a simple PUT request using the OpenAPI Server. +Check out Nginx documentation for increasing the limit, or an example of Nginx configuration with MinIO.

        + +
        +
        +

        + + + Create the admin user + + +

        + + +

        When you first open the lakeFS UI, you will be asked to create an initial admin user.

        + +
          +
        1. Open http://<lakefs-host>/ in your browser. If you haven’t set up a load balancer, this will likely be http://<instance ip address>:8000/
          2. +
        2. +

          On first use, you’ll be redirected to the setup page:

          + +

          Create user

          +
          3. +
        3. +

          Follow the steps to create an initial administrator user. Save the credentials you’ve received somewhere safe, you won’t be able to see them again!

          + +

          Setup Done

          +
          4. +
        4. Follow the link and go to the login screen. Use the credentials from the previous step to log in.
          5. +
        +

        + + + Create your first repository + + +

        + + +
          +
        1. Use the credentials from the previous step to log in
          2. +
        2. +

          Click Create Repository and choose Blank Repository.

          + +

          Create Repo

          +
          3. +
        3. Under Storage Namespace, enter a path to your desired location on the object store. This is where data written to this repository will be stored.
          4. +
        4. Click Create Repository
          5. +
        5. +

          You should now have a configured repository, ready to use!

          + +

          Repo Created

          +
          6. +
        + +

        Congratulations! Your environment is now ready 🤩

        + + + + + + + +
        + + + Next: Import data into your installation + +
        + + +
        +
        + + + + +
        + +
        +
        + + + + + + + + diff --git a/v1.0/howto/deploy/gcp.html b/v1.0/howto/deploy/gcp.html new file mode 100644 index 000000000..71e183bf4 --- /dev/null +++ b/v1.0/howto/deploy/gcp.html @@ -0,0 +1,915 @@ + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + +GCP | lakeFS Documentation + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + Link + + + + + + + Search + + + + + + + Menu + + + + + + + + + + + + Expand + + + + + + Document + + + + + + +
        +
        +
        + + + + + + + + + +
        + + +
        +
        + +
        + + + +
        +
        + + + + + +
        + +

        + + + Deploy lakeFS on GCP + + +

        + + +
        +

        The instructions given here are for a self-managed deployment of lakeFS on GCP.

        + +

        For a hosted lakeFS service with guaranteed SLAs, please contact us for details of lakeFS Cloud on GCP.

        +
        + +

        When you deploy lakeFS on GCP these are the options available to use:

        + +

        + +
        +

        + + + Table of contents + + +

        + + +
          +
        1. Create a Database
          2. +
        2. Run the lakeFS Server
          3. +
        3. Load balancing
          4. +
        4. Create the admin user
          5. +
        5. Create your first repository
          6. +
        + +
        + +

        ⏰ Expected deployment time: 25 min

        +

        + + + Create a Database + + +

        + + +

        lakeFS requires a PostgreSQL database to synchronize actions on your repositories. +We will show you how to create a database on Google Cloud SQL, but you can use any PostgreSQL database as long as it’s accessible by your lakeFS installation.

        + +

        If you already have a database, take note of the connection string and skip to the next step

        + +
          +
        1. Follow the official Google documentation on how to create a PostgreSQL instance. +Make sure you’re using PostgreSQL version >= 11.
          2. +
        2. On the Users tab in the console, create a user. The lakeFS installation will use it to connect to your database.
          3. +
        3. Choose the method by which lakeFS will connect to your database. Google recommends using +the SQL Auth Proxy.
          4. +
        +

        + + + Run the lakeFS Server + + +

        + + +
        + +
        + +
          +
        1. +

          Save the following configuration file as config.yaml:

          + + 
          ---
+database:
+  type: "postgres"
+  postgres:
+    connection_string: "[DATABASE_CONNECTION_STRING]"
+auth:
+  encrypt:
+    # replace this with a randomly-generated string:
+    secret_key: "[ENCRYPTION_SECRET_KEY]"
+blockstore:
+  type: gs
+   # Uncomment the following lines to give lakeFS access to your buckets using a service account:
+   # gs:
+   #   credentials_json: [YOUR SERVICE ACCOUNT JSON STRING]
+
          +
          2. +
        2. Download the binary to run on the GCE instance.
          3. +
        3. Run the lakefs binary on the GCE machine: + 
          lakefs --config config.yaml run
+
          +

          Note: it is preferable to run the binary as a service using systemd or your operating system’s facilities.

          +
          4. +
        + +
        +
        + +

        To support container-based environments like Google Cloud Run, lakeFS can be configured using environment variables. Here is a docker run +command to demonstrate starting lakeFS using Docker:

        + + 
        docker run \
+  --name lakefs \
+  -p 8000:8000 \
+  -e LAKEFS_DATABASE_TYPE="postgres" \
+  -e LAKEFS_DATABASE_POSTGRES_CONNECTION_STRING="[DATABASE_CONNECTION_STRING]" \
+  -e LAKEFS_AUTH_ENCRYPT_SECRET_KEY="[ENCRYPTION_SECRET_KEY]" \
+  -e LAKEFS_BLOCKSTORE_TYPE="gs" \
+  treeverse/lakefs:latest run
+
        + +

        See the reference for a complete list of environment variables.

        + +
        +
        + +

        You can install lakeFS on Kubernetes using a Helm chart.

        + +

        To install lakeFS with Helm:

        + +
          +
        1. +

          Copy the Helm values file relevant for Google Storage:

          + + 
          secrets:
+    # replace DATABASE_CONNECTION_STRING with the connection string of the database you created in a previous step.
+    # e.g.: postgres://postgres:myPassword@localhost/postgres:5432
+    databaseConnectionString: [DATABASE_CONNECTION_STRING]
+    # replace this with a randomly-generated string
+    authEncryptSecretKey: [ENCRYPTION_SECRET_KEY]
+lakefsConfig: |
+    blockstore:
+      type: gs
+      # Uncomment the following lines to give lakeFS access to your buckets using a service account:
+      # gs:
+      #   credentials_json: [YOUR SERVICE ACCOUNT JSON STRING]
+
          +
          2. +
        2. +

          Fill in the missing values and save the file as conf-values.yaml. For more configuration options, see our Helm chart README.

          + +

          The lakefsConfig parameter is the lakeFS configuration documented here but without sensitive information. +Sensitive information like databaseConnectionString is given through separate parameters, and the chart will inject it into Kubernetes secrets.

          +
          3. +
        3. +

          In the directory where you created conf-values.yaml, run the following commands:

          + + 
          # Add the lakeFS repository
+helm repo add lakefs https://charts.lakefs.io
+# Deploy lakeFS
+helm install my-lakefs lakefs/lakefs -f conf-values.yaml
+
          + +

          my-lakefs is the Helm Release name.

          +
          4. +
        +

        + + + Load balancing + + +

        + + +

        To configure a load balancer to direct requests to the lakeFS servers you can use the LoadBalancer Service type or a Kubernetes Ingress. +By default, lakeFS operates on port 8000 and exposes a /_health endpoint that you can use for health checks.

        + +

        💡 The NGINX Ingress Controller by default limits the client body size to 1 MiB. +Some clients use bigger chunks to upload objects - for example, multipart upload to lakeFS using the S3-compatible Gateway or +a simple PUT request using the OpenAPI Server. +Checkout Nginx documentation for increasing the limit, or an example of Nginx configuration with MinIO.

        + +
        +
        +

        + + + Create the admin user + + +

        + + +

        When you first open the lakeFS UI, you will be asked to create an initial admin user.

        + +
          +
        1. Open http://<lakefs-host>/ in your browser. If you haven’t set up a load balancer, this will likely be http://<instance ip address>:8000/
          2. +
        2. +

          On first use, you’ll be redirected to the setup page:

          + +

          Create user

          +
          3. +
        3. +

          Follow the steps to create an initial administrator user. Save the credentials you’ve received somewhere safe, you won’t be able to see them again!

          + +

          Setup Done

          +
          4. +
        4. Follow the link and go to the login screen. Use the credentials from the previous step to log in.
          5. +
        +

        + + + Create your first repository + + +

        + + +
          +
        1. Use the credentials from the previous step to log in
          2. +
        2. +

          Click Create Repository and choose Blank Repository.

          + +

          Create Repo

          +
          3. +
        3. Under Storage Namespace, enter a path to your desired location on the object store. This is where data written to this repository will be stored.
          4. +
        4. Click Create Repository
          5. +
        5. +

          You should now have a configured repository, ready to use!

          + +

          Repo Created

          +
          6. +
        + +

        Congratulations! Your environment is now ready 🤩

        + + + + + + + +
        + + + Next: Import data into your installation + +
        + + +
        +
        + + + + +
        + +
        +
        + + + + + + + + diff --git a/v1.0/howto/deploy/index.html b/v1.0/howto/deploy/index.html new file mode 100644 index 000000000..b879a792c --- /dev/null +++ b/v1.0/howto/deploy/index.html @@ -0,0 +1,707 @@ + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + +Install lakeFS | lakeFS Documentation + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + Link + + + + + + + Search + + + + + + + Menu + + + + + + + + + + + + Expand + + + + + + Document + + + + + + +
        +
        +
        + + + + + + + + + +
        + + +
        +
        + +
        + + + +
        +
        + + + + + +
        + +

        + + + Deploy and Setup lakeFS + + +

        + + +
        +

        The instructions given here are for a self-managed deployment of lakeFS.

        + +

        For a hosted lakeFS service with guaranteed SLAs, try lakeFS Cloud

        +
        + +

        This section will guide you through deploying lakeFS on top of an object store. You will require a database, and can optionally configure authentication using providers specific to your deployment platform.

        + +

        Which options are available depends on your deployment platform. For example, the object store available on Azure differs from that on AWS.

        + +

        +

        + + + Deployment and Setup Details + + +

        + + +

        lakeFS releases include binaries for common operating systems, a containerized option or a Helm chart.

        + +

        Check out our guides below for full deployment details:

        + + + + + + + + + + +
        +
        + + + + +
        + +
        +
        + + + + + + + + diff --git a/v1.0/howto/deploy/onprem.html b/v1.0/howto/deploy/onprem.html new file mode 100644 index 000000000..7e6880f3f --- /dev/null +++ b/v1.0/howto/deploy/onprem.html @@ -0,0 +1,1019 @@ + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + +On-Premises | lakeFS Documentation + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + Link + + + + + + + Search + + + + + + + Menu + + + + + + + + + + + + Expand + + + + + + Document + + + + + + +
        +
        +
        + + + + + + + + + +
        + + +
        +
        + +
        + + + +
        +
        + + + + + +
        + +

        + + + On-Premises Deployment + + +

        + + +
        +

        The instructions given here are for a self-managed deployment of lakeFS.

        + +

        For a hosted lakeFS service with guaranteed SLAs, try lakeFS Cloud

        +
        + +
        +

        + + + Table of contents + + +

        + + +
          +
        1. Prerequisites
          2. +
        2. Setting up a database
          3. +
        3. Setting up a lakeFS Server
          4. +
        4. Load balancing
          5. +
        5. Secure connection
          6. +
        6. Local Blockstore
          7. +
        7. Create the admin user
          8. +
        8. Create your first repository
          9. +
        + +
        + +

        ⏰ Expected deployment time: 25 min

        +

        + + + Prerequisites + + +

        + + +

        To use lakeFS, you’ll need to have access to an S3-compatible object store such as MinIO

        + +

        For more information on how to set up MinIO, see the official deployment guide

        +

        + + + Setting up a database + + +

        + + +

        lakeFS requires a PostgreSQL database to synchronize actions on your repositories. +This section assumes that you already have a PostgreSQL >= 11.0 database accessible.

        +

        + + + Setting up a lakeFS Server + + +

        + + +
        + +
        + +

        Connect to your host using SSH:

        + +
          +
        1. +

          Create a config.yaml on your VM, with the following parameters:

          + + 
          ---
+database:
+  type: "postgres"
+  postgres:
+    connection_string: "[DATABASE_CONNECTION_STRING]"
+  
+auth:
+  encrypt:
+    # replace this with a randomly-generated string. Make sure to keep it safe!
+    secret_key: "[ENCRYPTION_SECRET_KEY]"
+   
+blockstore:
+  type: s3
+  s3:
+     force_path_style: true
+     endpoint: http://<minio_endpoint>
+     discover_bucket_region: false
+     credentials:
+        access_key_id: <minio_access_key>
+        secret_access_key: <minio_secret_key>
+
          + +

          ⚠️ Notice that the lakeFS Blockstore type is set to s3 - This configuration works with S3-compatible storage engines such as MinIO.

          +
          2. +
        2. +

          Download the binary to the server.

          +
          3. +
        3. +

          Run the lakefs binary:

          + + 
          lakefs --config config.yaml run
+
          +
          4. +
        + +

        Note: It’s preferable to run the binary as a service using systemd or your operating system’s facilities.

        + +
        +
        + +

        To support container-based environments, you can configure lakeFS using environment variables. Here is a docker run +command to demonstrate starting lakeFS using Docker:

        + + 
        docker run \
+  --name lakefs \
+  -p 8000:8000 \
+  -e LAKEFS_DATABASE_TYPE="postgres" \
+  -e LAKEFS_DATABASE_POSTGRES_CONNECTION_STRING="[DATABASE_CONNECTION_STRING]" \
+  -e LAKEFS_AUTH_ENCRYPT_SECRET_KEY="[ENCRYPTION_SECRET_KEY]" \
+  -e LAKEFS_BLOCKSTORE_TYPE="s3" \
+  -e LAKEFS_BLOCKSTORE_S3_FORCE_PATH_STYLE="true" \
+  -e LAKEFS_BLOCKSTORE_S3_ENDPOINT="http://<minio_endpoint>" \
+  -e LAKEFS_BLOCKSTORE_S3_DISCOVER_BUCKET_REGION="false" \
+  -e LAKEFS_BLOCKSTORE_S3_CREDENTIALS_ACCESS_KEY_ID="<minio_access_key>" \
+  -e LAKEFS_BLOCKSTORE_S3_CREDENTIALS_SECRET_ACCESS_KEY="<minio_secret_key>" \
+  treeverse/lakefs:latest run
+
        + +

        ⚠️ Notice that the lakeFS Blockstore type is set to s3 - This configuration works with S3-compatible storage engines such as MinIO.

        + +

        See the reference for a complete list of environment variables.

        + +
        +
        + +

        You can install lakeFS on Kubernetes using a Helm chart.

        + +

        To install lakeFS with Helm:

        + +
          +
        1. +

          Copy the Helm values file relevant for S3-Compatible storage (MinIO in this example):

          + + 
          secrets:
+    # replace this with the connection string of the database you created in a previous step:
+    databaseConnectionString: [DATABASE_CONNECTION_STRING]
+    # replace this with a randomly-generated string
+    authEncryptSecretKey: [ENCRYPTION_SECRET_KEY]
+lakefsConfig: |
+    blockstore:
+      type: s3
+      s3:
+        force_path_style: true
+        endpoint: http://<minio_endpoint>
+        discover_bucket_region: false
+        credentials:
+          access_key_id: <minio_access_key>
+          secret_access_key: <minio_secret_key>
+
          + +

          ⚠️ Notice that the lakeFS Blockstore type is set to s3 - This configuration works with S3-compatible storage engines such as MinIO.

          +
          2. +
        2. +

          Fill in the missing values and save the file as conf-values.yaml. For more configuration options, see our Helm chart README.

          + +

          The lakefsConfig parameter is the lakeFS configuration documented here but without sensitive information. +Sensitive information like databaseConnectionString is given through separate parameters, and the chart will inject it into Kubernetes secrets.

          +
          3. +
        3. +

          In the directory where you created conf-values.yaml, run the following commands:

          + + 
          # Add the lakeFS repository
+helm repo add lakefs https://charts.lakefs.io
+# Deploy lakeFS
+helm install my-lakefs lakefs/lakefs -f conf-values.yaml
+
          + +

          my-lakefs is the Helm Release name.

          +

          + + + Load balancing + + +

          + + +

          To configure a load balancer to direct requests to the lakeFS servers you can use the LoadBalancer Service type or a Kubernetes Ingress. +By default, lakeFS operates on port 8000 and exposes a /_health endpoint that you can use for health checks.

          + +

          💡 The NGINX Ingress Controller by default limits the client body size to 1 MiB. +Some clients use bigger chunks to upload objects - for example, multipart upload to lakeFS using the S3-compatible Gateway or +a simple PUT request using the OpenAPI Server. +Checkout Nginx documentation for increasing the limit, or an example of Nginx configuration with MinIO.

          +
          4. +
        + +
        +
        +

        + + + Secure connection + + +

        + + +

        Using a load balancer or cluster manager for TLS/SSL termination is recommended. It helps speed the decryption process and reduces the processing burden from lakeFS.

        + +

        In case lakeFS needs to listen and serve with HTTPS, for example for development purposes, update its config yaml with the following section:

        + +
        tls:
+  enabled: true
+  cert_file: server.crt   # provide path to your certificate file
+  key_file: server.key    # provide path to your server private key
+
        +

        + + + Local Blockstore + + +

        + + +

        You can configure a block adapter to a POSIX compatible storage location shared by all lakeFS instances. +Using the shared storage location, both data and metadata will be stored there.

        + +

        Using the local blockstore import and allowing lakeFS access to a specific prefix, it is possible to import files from a shared location. +Import is not enabled by default, as it doesn’t assume the local path is shared and there is a security concern about accessing a path outside the specified in the blockstore configuration. +Enabling is done by blockstore.local.import_enabled and blockstore.local.allowed_external_prefixes as described in the configuration reference.

        +

        + + + Sample configuration using local blockstore + + +

        + + +
        database:
+  type: "postgres"
+  postgres:
+    connection_string: "[DATABASE_CONNECTION_STRING]"
+  
+auth:
+  encrypt:
+    # replace this with a randomly-generated string. Make sure to keep it safe!
+    secret_key: "[ENCRYPTION_SECRET_KEY]"
+
+blockstore:
+  type: local
+  local:
+    path: /shared/location/lakefs_data    # location where data and metadata kept by lakeFS
+    import_enabled: true                  # required to be true to enable import files
+                                          # from `allowed_external_prefixes` locations
+    allowed_external_prefixes:
+      - /shared/location/files_to_import  # location with files we can import into lakeFS, require access from lakeFS
+
        +

        + + + Limitations + + +

        + + +
          +
        • Using a local adapter on a shared location is relativly new and not battle-tested yet
          • +
        • lakeFS doesn’t control the way a shared location is managed across machines
          • +
        • Import works only for folders
          • +
        • Garbage collector (for committed and uncommitted) and lakeFS Hadoop FileSystem currently unsupported
          • +
        +

        + + + Create the admin user + + +

        + + +

        When you first open the lakeFS UI, you will be asked to create an initial admin user.

        + +
          +
        1. Open http://<lakefs-host>/ in your browser. If you haven’t set up a load balancer, this will likely be http://<instance ip address>:8000/
          2. +
        2. +

          On first use, you’ll be redirected to the setup page:

          + +

          Create user

          +
          3. +
        3. +

          Follow the steps to create an initial administrator user. Save the credentials you’ve received somewhere safe, you won’t be able to see them again!

          + +

          Setup Done

          +
          4. +
        4. Follow the link and go to the login screen. Use the credentials from the previous step to log in.
          5. +
        +

        + + + Create your first repository + + +

        + + +
          +
        1. Use the credentials from the previous step to log in
          2. +
        2. +

          Click Create Repository and choose Blank Repository.

          + +

          Create Repo

          +
          3. +
        3. Under Storage Namespace, enter a path to your desired location on the object store. This is where data written to this repository will be stored.
          4. +
        4. Click Create Repository
          5. +
        5. +

          You should now have a configured repository, ready to use!

          + +

          Repo Created

          +
          6. +
        + +

        Congratulations! Your environment is now ready 🤩

        + + + + + + + +
        + + + Next: Import data into your installation + +
        + + +
        +
        + + + + +
        + +
        +
        + + + + + + + + diff --git a/v1.0/howto/deploy/upgrade.html b/v1.0/howto/deploy/upgrade.html new file mode 100644 index 000000000..6a5ded5dc --- /dev/null +++ b/v1.0/howto/deploy/upgrade.html @@ -0,0 +1,851 @@ + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + +Upgrade lakeFS | lakeFS Documentation + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + Link + + + + + + + Search + + + + + + + Menu + + + + + + + + + + + + Expand + + + + + + Document + + + + + + +
        +
        +
        + + + + + + + + + +
        + + +
        +
        + +
        + + + +
        +
        + + + + + +
        + +

        + + + Upgrading lakeFS + + +

        + + +

        Note: For a fully managed lakeFS service with guaranteed SLAs, try lakeFS Cloud

        + +

        Upgrading lakeFS from a previous version usually just requires re-deploying with the latest image (or downloading the latest version if you’re using the binary). +If you’re upgrading, check whether the release requires a migration.

        +

        + + + When DB migrations are required + + +

        + +

        + + + lakeFS 0.103.0 or greater + + +

        + + +

        Version 0.103.0 added support for rolling KV upgrade. This means that users who already migrated to the KV ref-store (versions 0.80.0 and above) no longer have to pass through specific versions for migration. +This includes ACL migration which was introduced in lakeFS version 0.98.0. +Running lakefs migrate up on the latest lakeFS version will perform all the necessary migrations up to that point.

        +

        + + + lakeFS 0.80.0 or greater (KV Migration) + + +

        + + +

        Starting with version 0.80.2, lakeFS has transitioned from using a PostgreSQL based database implementation to a Key-Value datastore interface supporting +multiple database implementations. More information can be found here.
        +Users upgrading from a previous version of lakeFS must pass through the KV migration version (0.80.2) before upgrading to newer versions of lakeFS.

        + +
        +

        IMPORTANT: Pre Migrate Requirements

        +
          +
        • Users using OS environment variables for database configuration must define the connection_string explicitly or as environment variable before proceeding with the migration.
          • +
        • Database storage free capacity of at least twice the amount of the currently used capacity
          • +
        • It is strongly recommended to perform these additional steps: +
            +
          • Commit all uncommitted data on branches
            • +
          • Create a snapshot of your database
            • +
          +
          • +
        • By default, old database tables are not being deleted by the migration process, and should be removed manually after a successful migration. +To enable table drop as part of the migration, set the database.drop_tables configuration param to true
          • +
        +
        +

        + + + Migration Steps + + +

        + +

        For each lakeFS instance currently running with the database

        +
          +
        1. Modify the database section under lakeFS configuration yaml: +
            +
          1. Add type field with "postgres" as value
            2. +
          2. Copy the current configuration parameters to a new section called postgres
            3. +
          + + 
          ---
+database:
+ type: "postgres"
+ connection_string: "postgres://localhost:5432/postgres?sslmode=disable"
+ max_open_connections: 20
+   
+ postgres:
+   connection_string: "postgres://localhost:5432/postgres?sslmode=disable"
+   max_open_connections: 20
+
          +
          2. +
        2. Stop all lakeFS instances
          3. +
        3. +

          Using the lakefs binary for the new version (0.80.2), run the following:

          + + 
          lakefs migrate up
+
          +
          4. +
        4. +

          lakeFS will run the migration process, which in the end should display the following message with no errors:

          + + 
          time="2022-08-10T14:46:25Z" level=info msg="KV Migration took 717.629563ms" func="pkg/logging.(*logrusEntryWrapper).Infof" file="build/pkg/logging/logger.go:246" TempDir=/tmp/kv_migrate_2913402680
+
          +
          5. +
        5. +

          It is now possible to remove the old database configuration. The updated configuration should look as such:

          + + 
          ---
+database:
+ type: "postgres"
+   
+ postgres:
+   connection_string: "postgres://localhost:5432/postgres?sslmode=disable"
+   max_open_connections: 20
+
          +
          6. +
        6. Deploy (or run) the new version of lakeFS.
          7. +
        +

        + + + lakeFS 0.30.0 or greater + + +

        + + +

        In case migration is required, you first need to stop the running lakeFS service. +Using the lakefs binary for the new version, run the following:

        + +
        lakefs migrate up
+
        + +

        Deploy (or run) the new version of lakeFS.

        + +

        Note that an older version of lakeFS cannot run on a migrated database.

        +

        + + + Prior to lakeFS 0.30.0 + + +

        + + +

        Note: with lakeFS < 0.30.0, you should first upgrade to 0.30.0 following this guide. Then, proceed to upgrade to the newest version.

        + +

        Starting version 0.30.0, lakeFS handles your committed metadata in a new way, which is more robust and has better performance. +To move your existing data, you will need to run the following upgrade commands.

        + +

        Verify lakeFS version == 0.30.0 (can skip if using Docker)

        + +
        lakefs --version
+
        + +

        Migrate data from the previous format:

        + +
        lakefs migrate db
+
        + +

        Or migrate using Docker image:

        + +
        docker run --rm -it -e LAKEFS_DATABASE_CONNECTION_STRING=<database connection string> treeverse/lakefs:rocks-migrate migrate db
+
        + +

        Once migrated, it is possible to now use more recent lakeFS versions. Please refer to their release notes for more information on ugrading and usage).

        + +

        If you want to start over, discarding your existing data, you need to explicitly state this in your lakeFS configuration file. +To do so, add the following to your configuration (relevant only for 0.30.0):

        + +
        cataloger:
+  type: rocks
+
        +

        + + + Data Migration for Version v0.50.0 + + +

        + + +

        If you are using a version before 0.50.0, you must first perform the previous upgrade to that version. {: note: .note-warning }

        + + + + + + + + +
        +
        + + + + +
        + +
        +
        + + + + + + + + diff --git a/v1.0/howto/export.html b/v1.0/howto/export.html new file mode 100644 index 000000000..633acfaff --- /dev/null +++ b/v1.0/howto/export.html @@ -0,0 +1,954 @@ + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + +Export Data | lakeFS Documentation + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + Link + + + + + + + Search + + + + + + + Menu + + + + + + + + + + + + Expand + + + + + + Document + + + + + + +
        +
        +
        + + + + + + + + + +
        + + +
        +
        + +
        + + + +
        +
        + + + + + +
        + +

        + + + Exporting Data + + +

        + +

        The export operation copies all data from a given lakeFS commit to +a designated object store location.

        + +

        For instance, the contents lakefs://example/main might be exported on +s3://company-bucket/example/latest. Clients entirely unaware of lakeFS could use that +base URL to access latest files on main. Clients aware of lakeFS can continue to use +the lakeFS S3 endpoint to access repository files on s3://example/main, as well as +other versions and uncommitted versions.

        + +

        Possible use-cases:

        +
          +
        1. External consumers of data don’t have access to your lakeFS installation.
          2. +
        2. Some data pipelines in the organization are not fully migrated to lakeFS.
          3. +
        3. You want to experiment with lakeFS as a side-by-side installation first.
          4. +
        4. Create copies of your data lake in other regions (taking into account read pricing).
          5. +
        + +
        +

        + + + Table of contents + + +

        + + +
          +
        1. Exporting Data With Spark
          2. +
        2. Success/Failure Indications
          3. +
        3. Export Rounds (Spark success files)
          4. +
        4. Example
          5. +
        5. Exporting Data with Docker
          6. +
        + +
        +

        + + + Exporting Data With Spark + + +

        + +

        + + + Using spark-submit + + +

        + +

        You can use the export main in three different modes:

        + +
          +
        1. +

          Export all the objects from branch example-branch on example-repo repository to S3 location s3://example-bucket/prefix/:

          + + 
          .... example-repo s3://example-bucket/prefix/ --branch=example-branch
+
          +
          2. +
        2. +

          Export all the objects from a commit c805e49bafb841a0875f49cd555b397340bbd9b8 on example-repo repository to S3 location s3://example-bucket/prefix/:

          + + 
          .... example-repo s3://example-bucket/prefix/ --commit_id=c805e49bafb841a0875f49cd555b397340bbd9b8
+
          +
          3. +
        3. +

          Export only the diff between branch example-branch and commit c805e49bafb841a0875f49cd555b397340bbd9b8 +on example-repo repository to S3 location s3://example-bucket/prefix/:

          + + 
          .... example-repo s3://example-bucket/prefix/ --branch=example-branch --prev_commit_id=c805e49bafb841a0875f49cd555b397340bbd9b8
+
          +
          4. +
        + +

        The complete spark-submit command would look as follows:

        + +
        spark-submit --conf spark.hadoop.lakefs.api.url=https://<LAKEFS_ENDPOINT>/api/v1 \
+  --conf spark.hadoop.lakefs.api.access_key=<LAKEFS_ACCESS_KEY_ID> \
+  --conf spark.hadoop.lakefs.api.secret_key=<LAKEFS_SECRET_ACCESS_KEY> \
+  --packages io.lakefs:lakefs-spark-client_2.12:0.10.0 \
+  --class io.treeverse.clients.Main export-app example-repo s3://example-bucket/prefix \
+  --branch=example-branch
+
        + +

        The command assumes that the Spark cluster has permissions to write to s3://example-bucket/prefix. +Otherwise, add spark.hadoop.fs.s3a.access.key and spark.hadoop.fs.s3a.secret.key with the proper credentials.

        +

        + + + Networking + + +

        + + +

        Spark export communicates with the lakeFS server. Very large repositories +may require increasing a read timeout. If you run into timeout errors +during communication from the Spark job to lakeFS consider increasing these +timeouts:

        + +
          +
        • Add -c spark.hadoop.lakefs.api.read.timeout_seconds=TIMEOUT_IN_SECONDS +(default 10) to allow lakeFS more time to respond to requests.
          • +
        • Add -c +spark.hadoop.lakefs.api.connection.timeout_seconds=TIMEOUT_IN_SECONDS +(default 10) to wait longer for lakeFS to accept connections.
          • +
        +

        + + + Using custom code (Notebook/Spark) + + +

        + +

        Set up lakeFS Spark metadata client with the endpoint and credentials as instructed in the previous page.

        + +

        The client exposes the Exporter object with three export options:

        + +
          +
        1. Export all the objects at the HEAD of a given branch. Does not include +files that were added to that branch but were not committed.
          2. +
        + +
        exportAllFromBranch(branch: String)
+
        + +
          +
        1. Export ALL objects from a commit:
          2. +
        + +
        exportAllFromCommit(commitID: String)
+
        + +
          +
        1. +

          Export just the diff between a commit and the HEAD of a branch. +This is an ideal option for continuous exports of a branch since it will change only the files +that have been changed since the previous commit.

          + + 
          exportFrom(branch: String, prevCommitID: String)
+
          +
          2. +
        +

        + + + Success/Failure Indications + + +

        + + +

        When the Spark export operation ends, an additional status file will be added to the root +object storage destination. +If all files were exported successfully, the file path will be of the form: EXPORT_<commitID>_<ISO-8601-time-UTC>_SUCCESS. +For failures: the form will beEXPORT_<commitID>_<ISO-8601-time-UTC>_FAILURE, and the file will include a log of the failed files operations.

        +

        + + + Export Rounds (Spark success files) + + +

        + +

        Some files should be exported before others, e.g., a Spark _SUCCESS file exported before other files under +the same prefix might send the wrong indication.

        + +

        The export operation may contain several rounds within the same export. +A failing round will stop the export of all the files of the next rounds.

        + +

        By default, lakeFS will use the SparkFilter and have 2 rounds for each export. +The first round will export any non-Spark _SUCCESS files. Second round will export all Spark’s _SUCCESS files. +You may override the default behavior by passing a custom filter to the Exporter.

        +

        + + + Example + + +

        + + +
          +
        1. +

          First configure the Exporter instance:

          + + 
          import io.treeverse.clients.{ApiClient, Exporter}
+import org.apache.spark.sql.SparkSession
+
+val endpoint = "http://<LAKEFS_ENDPOINT>/api/v1"
+val accessKey = "<LAKEFS_ACCESS_KEY_ID>"
+val secretKey = "<LAKEFS_SECRET_ACCESS_KEY>"
+
+val repo = "example-repo"
+
+val spark = SparkSession.builder().appName("I can export").master("local").getOrCreate()
+val sc = spark.sparkContext
+sc.hadoopConfiguration.set("lakefs.api.url", endpoint)
+sc.hadoopConfiguration.set("lakefs.api.access_key", accessKey)
+sc.hadoopConfiguration.set("lakefs.api.secret_key", secretKey)
+
+// Add any required spark context configuration for s3
+val rootLocation = "s3://company-bucket/example/latest"
+
+val apiClient = new ApiClient(endpoint, accessKey, secretKey)
+val exporter = new Exporter(spark, apiClient, repo, rootLocation)
+
          +
          2. +
        2. +

          Now you can export all objects from main branch to s3://company-bucket/example/latest:

          + + 
          val branch = "main"
+exporter.exportAllFromBranch(branch)
+
          +
          3. +
        3. +

          Assuming a previous successful export on commit f3c450d8cd0e84ac67e7bc1c5dcde9bef82d8ba7, +you can alternatively export just the difference between main branch and the commit:

          + + 
          val branch = "main"
+val commit = "f3c450d8cd0e84ac67e7bc1c5dcde9bef82d8ba7"
+exporter.exportFrom(branch, commit)
+
          +
          4. +
        +

        + + + Exporting Data with Docker + + +

        + + +

        This option is recommended if you don’t have Spark at your tool-set. +It doesn’t support distribution across machines, therefore may have a lower performance. +Using this method, you can export data from lakeFS to S3 using the export options (in a similar way to the Spark export):

        + +
          +
        1. +

          Export all objects from a branch example-branch on example-repo repository to S3 location s3://destination-bucket/prefix/:

          + + 
          .... example-repo s3://destination-bucket/prefix/ --branch="example-branch"
+
          +
          2. +
        2. +

          Export all objects from a commit c805e49bafb841a0875f49cd555b397340bbd9b8 on example-repo repository to S3 location s3://destination-bucket/prefix/:

          + + 
          .... example-repo s3://destination-bucket/prefix/ --commit_id=c805e49bafb841a0875f49cd555b397340bbd9b8
+
          +
          3. +
        3. +

          Export only the diff between branch example-branch and commit c805e49bafb841a0875f49cd555b397340bbd9b8 +on example-repo repository to S3 location s3://destination-bucket/prefix/:

          + + 
          .... example-repo s3://destination-bucket/prefix/ --branch="example-branch" --prev_commit_id=c805e49bafb841a0875f49cd555b397340bbd9b8
+
          +
          4. +
        + +

        You will need to add the relevant environment variables. +The complete docker run command would look like:

        + +
        docker run \
+    -e LAKEFS_ACCESS_KEY_ID=XXX -e LAKEFS_SECRET_ACCESS_KEY=YYY \
+   -e LAKEFS_ENDPOINT=https://<LAKEFS_ENDPOINT>/ \
+   -e AWS_ACCESS_KEY_ID=XXX -e AWS_SECRET_ACCESS_KEY=YYY \
+   treeverse/lakefs-rclone-export:latest \
+      example-repo \
+      s3://destination-bucket/prefix/ \
+      --branch="example-branch"
+
        + +

        Note: This feature uses rclone, +and specifically rclone sync. This can change the destination path, therefore the s3 destination location must be designated to lakeFS export.

        + + + + + + + + +
        +
        + + + + +
        + +
        +
        + + + + + + + + diff --git a/v1.0/howto/garbage-collection-index.html b/v1.0/howto/garbage-collection-index.html new file mode 100644 index 000000000..9aa37fd59 --- /dev/null +++ b/v1.0/howto/garbage-collection-index.html @@ -0,0 +1,11 @@ + + + + Redirecting… + + + + +

        Redirecting…

        + Click here if you are not redirected. + diff --git a/v1.0/howto/garbage-collection.html b/v1.0/howto/garbage-collection.html new file mode 100644 index 000000000..9aa37fd59 --- /dev/null +++ b/v1.0/howto/garbage-collection.html @@ -0,0 +1,11 @@ + + + + Redirecting… + + + + +

        Redirecting…

        + Click here if you are not redirected. + diff --git a/v1.0/howto/garbage-collection/committed.html b/v1.0/howto/garbage-collection/committed.html new file mode 100644 index 000000000..9aa37fd59 --- /dev/null +++ b/v1.0/howto/garbage-collection/committed.html @@ -0,0 +1,11 @@ + + + + Redirecting… + + + + +

        Redirecting…

        + Click here if you are not redirected. + diff --git a/v1.0/howto/garbage-collection/gc.html b/v1.0/howto/garbage-collection/gc.html new file mode 100644 index 000000000..29403bde7 --- /dev/null +++ b/v1.0/howto/garbage-collection/gc.html @@ -0,0 +1,968 @@ + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + +Garbage Collection | lakeFS Documentation + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + Link + + + + + + + Search + + + + + + + Menu + + + + + + + + + + + + Expand + + + + + + Document + + + + + + +
        +
        +
        + + + + + + + + + +
        + + +
        +
        + +
        + + + +
        +
        + + + + + +
        + +

        + + + Garbage Collection + + +

        + + +

        lakeFS Cloud users enjoy a managed garbage collection service, and do not need to run this Spark program.

        + +

        By default, lakeFS keeps all your objects forever. This allows you to travel back in time to previous versions of your data. +However, sometimes you may want to remove the objects from the underlying storage completely. +Reasons for this include cost-reduction and privacy policies.

        + +

        The garbage collection (GC) job is a Spark program that removes the following from the underlying storage:

        +
          +
        1. Committed objects that have been deleted (or replaced) in lakeFS, and are considered expired according to rules you define.
          2. +
        2. Uncommitted objects that are no longer accessible +
            +
          • For example, objects deleted before ever being committed.
            • +
          +
          3. +
        + +
        +

        + + + Table of contents + + +

        + + +
          +
        1. Garbage collection rules
          2. +
        2. How to run the garbage collection job
          3. +
        3. Garbage collection notes
          4. +
        + +
        +

        + + + Garbage collection rules + + +

        + + +

        These rules only apply to objects that have been committed at some point. +Without retention rules, only inaccessible uncommitted objects will be removed by the job.

        + +

        Garbage collection rules determine for how long an object is kept in the storage after it is deleted (or replaced) in lakeFS. +For every branch, the GC job retains deleted objects for the number of days defined for the branch. +In the absence of a branch-specific rule, the default rule for the repository is used. +If an object is present in more than one branch ancestry, it is removed only after the retention period has ended for +all relevant branches.

        + +

        Example GC rules for a repository:

        +
        {
+  "default_retention_days": 14,
+  "branches": [
+    {"branch_id": "main", "retention_days": 21},
+    {"branch_id": "dev", "retention_days": 7}
+  ]
+}
+
        + +

        In the above example, objects will be retained for 14 days after deletion by default. +However, if present in the branch main, objects will be retained for 21 days. +Objects present only in the dev branch will be retained for 7 days after they are deleted.

        +

        + + + How to configure garbage collection rules + + +

        + + +

        To define retention rules, either use the lakectl command, the lakeFS web UI, or API:

        + +
        + +
        + +

        Create a JSON file with your GC rules:

        + + 
        cat <<EOT >> example_repo_gc_rules.json
+{
+  "default_retention_days": 14,
+  "branches": [
+    {"branch_id": "main", "retention_days": 21},
+    {"branch_id": "dev", "retention_days": 7}
+  ]
+}
+EOT
+
        + +

        Set the GC rules using lakectl:

        + 
        lakectl gc set-config lakefs://example-repo -f example_repo_gc_rules.json 
+
        + +
        +
        +

        From the lakeFS web UI:

        + +
          +
        1. Navigate to the main page of your repository.
          2. +
        2. Go to Settings -> Garbage Collection.
          3. +
        3. Click Edit policy and paste your GC rule into the text box as a JSON.
          4. +
        4. Save your changes.
          5. +
        + +

        GC Rules From UI

        +
        +
        +

        + + + How to run the garbage collection job + + +

        + + +

        To run the job, use the following spark-submit command (or using your preferred method of running Spark programs).

        + +
        + +
        + 
        spark-submit --class io.treeverse.gc.GarbageCollection \
+  --packages org.apache.hadoop:hadoop-aws:2.7.7 \
+  -c spark.hadoop.lakefs.api.url=https://lakefs.example.com:8000/api/v1  \
+  -c spark.hadoop.lakefs.api.access_key=<LAKEFS_ACCESS_KEY> \
+  -c spark.hadoop.lakefs.api.secret_key=<LAKEFS_SECRET_KEY> \
+  -c spark.hadoop.fs.s3a.access.key=<S3_ACCESS_KEY> \
+  -c spark.hadoop.fs.s3a.secret.key=<S3_SECRET_KEY> \
+  http://treeverse-clients-us-east.s3-website-us-east-1.amazonaws.com/lakefs-spark-client/0.10.0/lakefs-spark-client-assembly-0.10.0.jar \
+  example-repo us-east-1
+
        +
        +
        + +

        If you want to access your storage using the account key:

        + + 
        spark-submit --class io.treeverse.gc.GarbageCollection \
+  --packages org.apache.hadoop:hadoop-aws:3.2.1 \
+  -c spark.hadoop.lakefs.api.url=https://lakefs.example.com:8000/api/v1  \
+  -c spark.hadoop.lakefs.api.access_key=<LAKEFS_ACCESS_KEY> \
+  -c spark.hadoop.lakefs.api.secret_key=<LAKEFS_SECRET_KEY> \
+  -c spark.hadoop.fs.azure.account.key.<AZURE_STORAGE_ACCOUNT>.dfs.core.windows.net=<AZURE_STORAGE_ACCESS_KEY> \
+  http://treeverse-clients-us-east.s3-website-us-east-1.amazonaws.com/lakefs-spark-client/0.10.0/lakefs-spark-client-assembly-0.10.0.jar \
+  example-repo
+
        + +

        Or, if you want to access your storage using an Azure service principal:

        + + 
        spark-submit --class io.treeverse.gc.GarbageCollection \
+  --packages org.apache.hadoop:hadoop-aws:3.2.1 \
+  -c spark.hadoop.lakefs.api.url=https://lakefs.example.com:8000/api/v1  \
+  -c spark.hadoop.lakefs.api.access_key=<LAKEFS_ACCESS_KEY> \
+  -c spark.hadoop.lakefs.api.secret_key=<LAKEFS_SECRET_KEY> \
+  -c spark.hadoop.fs.azure.account.auth.type.<AZURE_STORAGE_ACCOUNT>.dfs.core.windows.net=OAuth \
+  -c spark.hadoop.fs.azure.account.oauth.provider.type.<AZURE_STORAGE_ACCOUNT>.dfs.core.windows.net=org.apache.hadoop.fs.azurebfs.oauth2.ClientCredsTokenProvider \
+  -c spark.hadoop.fs.azure.account.oauth2.client.id.<AZURE_STORAGE_ACCOUNT>.dfs.core.windows.net=<application-id> \
+  -c spark.hadoop.fs.azure.account.oauth2.client.secret.<AZURE_STORAGE_ACCOUNT>.dfs.core.windows.net=<service-credential-key> \
+  -c spark.hadoop.fs.azure.account.oauth2.client.endpoint.<AZURE_STORAGE_ACCOUNT>.dfs.core.windows.net=https://login.microsoftonline.com/<directory-id>/oauth2/token \
+  http://treeverse-clients-us-east.s3-website-us-east-1.amazonaws.com/lakefs-spark-client/0.10.0/lakefs-spark-client-assembly-0.10.0.jar \
+  example-repo
+
        + +

        Notes:

        +
          +
        • On Azure, GC was tested only on Spark 3.3.0, but may work with other Spark and Hadoop versions.
          • +
        • In case you don’t have hadoop-azure package as part of your environment, you should add the package to your spark-submit with --packages org.apache.hadoop:hadoop-azure:3.2.1
          • +
        • For GC to work on Azure blob, soft delete should be disabled.
          • +
        +
        + +
        +

        ⚠️ At the moment, only the “mark” phase of the Garbage Collection is supported for GCP. +That is, this program will output a list of expired objects, and you will have to delete them manually. +We have concrete plans to extend this support to actually delete the objects.

        + + 
        spark-submit --class  io.treeverse.gc.GarbageCollection \
+  --jars https://storage.googleapis.com/hadoop-lib/gcs/gcs-connector-hadoop3-latest.jar \
+  -c spark.hadoop.lakefs.api.url=https://lakefs.example.com:8000/api/v1  \
+  -c spark.hadoop.lakefs.api.access_key=<LAKEFS_ACCESS_KEY> \
+  -c spark.hadoop.lakefs.api.secret_key=<LAKEFS_SECRET_KEY> \
+  -c spark.hadoop.google.cloud.auth.service.account.enable=true \
+  -c spark.hadoop.google.cloud.auth.service.account.json.keyfile=<PATH_TO_JSON_KEYFILE> \
+  -c spark.hadoop.fs.gs.project.id=<GCP_PROJECT_ID> \
+  -c spark.hadoop.fs.gs.impl=com.google.cloud.hadoop.fs.gcs.GoogleHadoopFileSystem \
+  -c spark.hadoop.fs.AbstractFileSystem.gs.impl=com.google.cloud.hadoop.fs.gcs.GoogleHadoopFS \
+  -c spark.hadoop.lakefs.gc.do_sweep=false  \
+  http://treeverse-clients-us-east.s3-website-us-east-1.amazonaws.com/lakefs-spark-client/0.10.0/lakefs-spark-client-assembly-0.10.0.jar \
+  example-repo
+
        + +

        This program will not delete anything. +Instead, it will find all the objects that are safe to delete and save a list containing all their keys, in Parquet format. +The list will then be found under the path:

        + 
        gs://<STORAGE_NAMESPACE>/_lakefs/retention/gc/unified/<RUN_ID>/deleted/
+
        + +

        Note that this is a path in your Google Storage bucket, and not in your lakeFS repository. +It is now safe to remove the objects that appear in this list directly from the storage.

        + +
        +
        + +

        You will find the list of objects removed by the job in the storage +namespace of the repository. It is saved in Parquet format under _lakefs/retention/gc/unified/<RUN_ID>/deleted/.

        +

        + + + Mark and Sweep stages + + +

        + + +

        You can break the job into two stages:

        +
          +
        • Mark: find objects to remove, without actually removing them.
          • +
        • Sweep: remove the objects.
          • +
        +

        + + + Mark-only mode + + +

        + + +

        To make GC run the mark stage only, add the following to your spark-submit command:

        +
        spark.hadoop.lakefs.gc.do_sweep=false
+
        + +

        In mark-only mode, GC will write the keys of the expired objects under: <REPOSITORY_STORAGE_NAMESPACE>/_lakefs/retention/gc/unified/<MARK_ID>/. +MARK_ID is generated by the job. You can find it in the driver’s output:

        + +
        Report for mark_id=gmc6523jatlleurvdm30 path=s3a://example-bucket/_lakefs/retention/gc/unified/gmc6523jatlleurvdm30
+
        +

        + + + Sweep-only mode + + +

        + + +

        To make GC run the sweep stage only, add the following properties to your spark-submit command:

        +
        spark.hadoop.lakefs.gc.do_mark=false
+spark.hadoop.lakefs.gc.mark_id=<MARK_ID> # Replace <MARK_ID> with the identifier you obtained from a previous mark-only run
+
        +

        + + + Garbage collection notes + + +

        + + +
          +
        1. +

          In order for an object to be removed, it must not exist on the HEAD of any branch. +You should remove stale branches to prevent them from retaining old objects. +For example, consider a branch that has been merged to main and has become stale. +An object which is later deleted from main will always be present in the stale branch, preventing it from being removed.

          +
          2. +
        2. +

          lakeFS will never delete objects outside your repository’s storage namespace. +In particular, objects that were imported using lakectl import or the UI import wizard will not be affected by GC jobs.

          +
          3. +
        3. +

          In cases where deleted objects are brought back to life while a GC job is running (for example, by reverting a commit), +the objects may or may not be deleted.

          +
          4. +
        4. +

          Garbage collection does not remove any commits: you will still be able to use commits containing removed objects, +but trying to read these objects from lakeFS will result in a 410 Gone HTTP status.

          +
          5. +
        + + + + + + + + +
        +
        + + + + +
        + +
        +
        + + + + + + + + diff --git a/v1.0/howto/garbage-collection/index.html b/v1.0/howto/garbage-collection/index.html new file mode 100644 index 000000000..9aa37fd59 --- /dev/null +++ b/v1.0/howto/garbage-collection/index.html @@ -0,0 +1,11 @@ + + + + Redirecting… + + + + +

        Redirecting…

        + Click here if you are not redirected. + diff --git a/v1.0/howto/garbage-collection/internals.html b/v1.0/howto/garbage-collection/internals.html new file mode 100644 index 000000000..9aa37fd59 --- /dev/null +++ b/v1.0/howto/garbage-collection/internals.html @@ -0,0 +1,11 @@ + + + + Redirecting… + + + + +

        Redirecting…

        + Click here if you are not redirected. + diff --git a/v1.0/howto/garbage-collection/managed-gc.html b/v1.0/howto/garbage-collection/managed-gc.html new file mode 100644 index 000000000..167f82397 --- /dev/null +++ b/v1.0/howto/garbage-collection/managed-gc.html @@ -0,0 +1,718 @@ + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + +Managed Garbage Collection | lakeFS Documentation + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + Link + + + + + + + Search + + + + + + + Menu + + + + + + + + + + + + Expand + + + + + + Document + + + + + + +
        +
        +
        + + + + + + + + + +
        + + +
        +
        + +
        + + + +
        +
        + + + + + +
        + +

        + + + Managed Garbage Collection + + +

        + +

        lakeFS Cloud

        + +
        +

        Managed GC is only available for lakeFS Cloud. If you are using the self-managed lakeFS, garbage collection is available to run manually.

        +
        +

        + + + Benefits of using managed GC + + +

        + +
          +
        • The quick and safe way to delete your unnecessary objects
          • +
        • No operational overhead
          • +
        • SLA for when your objects are deleted
          • +
        • Support from the Treeverse team
          • +
        +

        + + + How it works + + +

        + +

        Similarly to the self-managed lakeFS, managed GC uses garbage collection rules to determine which objects to delete. +However, it uses our super-fast and efficient engine to detect stale objects and branches (depends on your configuration) and prioritize them for deletion.

        +

        + + + Setting up + + +

        + +

        Enable managed GC through the lakeFS Cloud onboarding setup wizard. +This will create additional cloud resources for us to use and have access to delete those objects.

        + + + + + + + + +
        +
        + + + + +
        + +
        +
        + + + + + + + + diff --git a/v1.0/howto/garbage-collection/uncommitted.html b/v1.0/howto/garbage-collection/uncommitted.html new file mode 100644 index 000000000..9aa37fd59 --- /dev/null +++ b/v1.0/howto/garbage-collection/uncommitted.html @@ -0,0 +1,11 @@ + + + + Redirecting… + + + + +

        Redirecting…

        + Click here if you are not redirected. + diff --git a/v1.0/howto/hooks/airflow.html b/v1.0/howto/hooks/airflow.html new file mode 100644 index 000000000..f68742035 --- /dev/null +++ b/v1.0/howto/hooks/airflow.html @@ -0,0 +1,808 @@ + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + +Airflow Hooks | lakeFS Documentation + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + Link + + + + + + + Search + + + + + + + Menu + + + + + + + + + + + + Expand + + + + + + Document + + + + + + +
        +
        +
        + + + + + + + + + +
        + + +
        +
        + +
        + + + +
        +
        + + + + + +
        + +

        + + + Airflow Hooks + + +

        + + +
        +

        + + + Table of contents + + +

        + + +
          +
        1. Action file Airflow hook properties
          2. +
        2. Hook Record in configuration field
          3. +
        + +
        + +

        Airflow Hook triggers a DAG run in an Airflow installation using Airflow’s REST API. +The hook run succeeds if the DAG was triggered, and fails otherwise.

        +

        + + + Action file Airflow hook properties + + +

        + + +

        See the Action configuration for overall configuration schema and details.

        + +
        + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + +
        PropertyDescriptionData TypeExampleRequiredEnvironment Variables Supported
        urlThe URL of the Airflow instanceStringhttp://localhost:8080yesno
        dag_idThe DAG to triggerStringexample_dagyesno
        usernameThe name of the Airflow user performing the requestStringadminyesno
        passwordThe password of the Airflow user performing the requestStringadminyesyes
        dag_confDAG run configuration that will be passed as isJSON nono
        wait_for_dagWait for DAG run to complete and reflect state (default: false)Boolean nono
        timeoutTime to wait for the DAG run to complete (default: 1m)String (golang’s Duration representation) nono
        + +

        Example:

        +
        ...
+hooks:
+  - id: trigger_my_dag
+    type: airflow
+    description: Trigger an example_dag
+    properties:
+       url: "http://localhost:8000"
+       dag_id: "example_dag"
+       username: "admin"
+       password: "{{ ENV.AIRFLOW_SECRET }}"
+       dag_conf:
+          some: "additional_conf"
+...
+
        +

        + + + Hook Record in configuration field + + +

        + + +

        lakeFS will add an entry to the Airflow request configuration property (conf) with the event that triggered the action.

        + +

        The key of the record will be lakeFS_event and the value will match the one described here

        + + + + + + + + +
        +
        + + + + +
        + +
        +
        + + + + + + + + diff --git a/v1.0/howto/hooks/index.html b/v1.0/howto/hooks/index.html new file mode 100644 index 000000000..3caa42f24 --- /dev/null +++ b/v1.0/howto/hooks/index.html @@ -0,0 +1,1020 @@ + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + +Actions and Hooks | lakeFS Documentation + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + Link + + + + + + + Search + + + + + + + Menu + + + + + + + + + + + + Expand + + + + + + Document + + + + + + +
        +
        +
        + + + + + + + + + +
        + + +
        +
        + +
        + + + +
        +
        + + + + + +
        + +

        + + + Actions and Hooks in lakeFS + + +

        + + +
        +

        + + + Table of contents + + +

        + + +
          +
        1. Overview
          2. +
        2. Configuration
          3. +
        3. Supported Events
          4. +
        4. Runs API & CLI
          5. +
        5. Result Files
          6. +
        + +
        + +

        Like other version control systems, lakeFS allows you to configure Actions to trigger when predefined events occur. There are numerous uses for Actions, including:

        + +
          +
        1. Format Validator: +A webhook that checks new files to ensure they are of a set of allowed data formats.
          2. +
        2. Schema Validator: +A webhook that reads new Parquet and ORC files to ensure they don’t contain a block list of column names (or name prefixes). +This is useful for avoiding accidental PII exposure.
          3. +
        3. Integration with external systems: +Post-merge and post-commit hooks could be used to export metadata about the change to another system. A common example is exporting symlink.txt files that allow e.g. AWS Athena to read data from lakeFS.
          4. +
        4. Notifying downstream consumers: +Running a post-merge hook to trigger an Airflow DAG or to send a Webhook to an API, notifying it of the change that happened
          5. +
        + +

        For step-by-step examples of hooks in action check out the lakeFS Quickstart and the lakeFS samples repository.

        +

        + + + Overview + + +

        + + +

        An action defines one or more hooks to execute. lakeFS supports three types of hook:

        + +
          +
        1. Lua - uses an embedded Lua VM
          2. +
        2. Webhook - makes a REST call to an external URL
          3. +
        3. Airflow - triggers a DAG in Airflow
          4. +
        + +

        “Before” hooks must run successfully before their action. If the hook fails, it aborts the action. Lua hooks and Webhooks are synchronous, and lakeFS waits for them to run to completion. Airflow hooks are asynchronous: lakeFS stops waiting as soon as Airflow accepts triggering the DAG.

        +

        + + + Configuration + + +

        + + +

        There are two parts to configuration an Action:

        + +
          +
        1. Create an Action file and upload it to the lakeFS repository
          2. +
        2. Configure the hook(s) that you specified in the Action file. How these are configured will depend on the type of hook.
          3. +
        +

        + + + Action files + + +

        + + +

        An Action is a list of Hooks with the same trigger configuration, i.e. an event will trigger all Hooks under an Action or none at all.

        + +

        The Hooks under an Action are ordered and so is their execution.

        + +

        Before each hook execution the if boolean expression is evaluated. The expression can use the functions success() and failure(), which return true if the hook’s actions succeeded or failed, respectively.

        + +

        By default, when if is empty or omitted, the step will run only if no error occurred (the same as success()).

        +

        + + + Action File schema + + +

        + + +
        + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + +
        PropertyDescriptionData TypeRequiredDefault Value
        name Identifes the Action fileStringnoAction filename
        on List of events that will trigger the hooksListyes 
        on<event>.branches Glob pattern list of branches that triggers the hooksListnoNot applicable to Tag events. If empty, Action runs on all branches
        hooks List of hooks to be executedListyes 
        hook.id ID of the hook, must be unique within the action.Stringyes 
        hook.type Type of the hook (types)Stringyes 
        hook.description Description for the hookStringno 
        hook.if Expression that will be evaluated before execute the hookStringnoNo value is the same as evaluate success()
        hook.properties Hook’s specific configuration, see Lua, WebHook, and Airflow for detailsDictionarytrue 
        +

        + + + Example Action File + + +

        + + +
        name: Good files check
+description: set of checks to verify that branch is good
+on:
+  pre-commit:
+  pre-merge:
+    branches:
+      - main
+hooks:
+  - id: no_temp
+    type: webhook
+    description: checking no temporary files found
+    properties:
+      url: "https://example.com/webhook?notmp=true?t=1za2PbkZK1bd4prMuTDr6BeEQwWYcX2R"
+  - id: no_freeze
+    type: webhook
+    description: check production is not in dev freeze
+    properties:
+      url: "https://example.com/webhook?nofreeze=true?t=1za2PbkZK1bd4prMuTDr6BeEQwWYcX2R"
+  - id: alert
+    type: webhook
+    if: failure()
+    description: notify alert system when check failed
+    properties:
+       url: "https://example.com/alert"
+       query_params:
+          title: good files webhook failed
+  - id: notification
+    type: webhook
+    if: true
+    description: notify that will always run - no matter if one of the previous steps failed
+    properties:
+       url: "https://example.com/notification"
+       query_params:
+          title: good files completed
+
        + +

        Note: lakeFS will validate action files only when an Event has occurred.
        +Use lakectl actions validate <path> to validate your action files locally.

        +

        + + + Uploading Action files + + +

        + + +

        Action files should be uploaded with the prefix _lakefs_actions/ to the lakeFS repository. +When an actionable event (see Supported Events above) takes place, lakeFS will read all files with prefix _lakefs_actions/ +in the repository branch where the action occurred. +A failure to parse an Action file will result with a failing Run.

        + +

        For example, lakeFS will search and execute all the matching Action files with the prefix lakefs://example-repo/feature-1/_lakefs_actions/ on:

        +
          +
        1. Commit to feature-1 branch on example-repo repository.
          2. +
        2. Merge to main branch from feature-1 branch on repo1 repository.
          3. +
        +

        + + + Supported Events + + +

        + + +
        + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + +
        EventDescription
        pre-commitRuns when the commit occurs, before the commit is finalized
        post-commitRuns after the commit is finalized
        pre-mergeRuns on the source branch when the merge occurs, before the merge is finalized
        post-mergeRuns on the merge result, after the merge is finalized
        pre-create-branchRuns on the source branch prior to creating a new branch
        post-create-branchRuns on the new branch after the branch was created
        pre-delete-branchRuns prior to deleting a branch
        post-delete-branchRuns after the branch was deleted
        pre-create-tagRuns prior to creating a new tag
        post-create-tagRuns after the tag was created
        pre-delete-tagRuns prior to deleting a tag
        post-delete-tagRuns after the tag was deleted
        + +

        lakeFS Actions are handled per repository and cannot be shared between repositories. +A failure of any Hook under any Action of a pre-* event will result in aborting the lakeFS operation that is taking place. +Hook failures under any Action of a post-* event will not revert the operation.

        + +

        Hooks are managed by Action files that are written to a prefix in the lakeFS repository. +This allows configuration-as-code inside lakeFS, where Action files are declarative and written in YAML.

        +

        + + + Runs API & CLI + + +

        + + +

        A Run is an instantiation of the repository’s Action files when the triggering event occurs. +For example, if your repository contains a pre-commit hook, every commit would generate a Run for that specific commit.

        + +

        lakeFS will fetch, parse and filter the repository Action files and start to execute the Hooks under each Action. +All executed Hooks (each with hook_run_id) exist in the context of that Run (run_id).

        + +

        The lakeFS API and lakectl expose the results of executions per repository, branch, commit, and specific Action. +The endpoint also allows to download the execution log of any executed Hook under each Run for observability.

        +

        + + + Result Files + + +

        + + +

        The metadata section of lakeFS repository with each Run contains two types of files:

        +
          +
        1. _lakefs/actions/log/<runID>/<hookRunID>.log - Execution log of the specific Hook run.
          2. +
        2. _lakefs/actions/log/<runID>/run.manifest - Manifest with all Hooks execution for the run with their results and additional metadata.
          3. +
        + +

        Note: Metadata section of a lakeFS repository is where lakeFS keeps its metadata, like commits and metaranges. +Metadata files stored in the metadata section aren’t accessible like user stored files.

        + + + + + + + + +
        +
        + + + + +
        + +
        +
        + + + + + + + + diff --git a/v1.0/howto/hooks/lua.html b/v1.0/howto/hooks/lua.html new file mode 100644 index 000000000..a919b468c --- /dev/null +++ b/v1.0/howto/hooks/lua.html @@ -0,0 +1,1595 @@ + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + +Lua Hooks | lakeFS Documentation + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + Link + + + + + + + Search + + + + + + + Menu + + + + + + + + + + + + Expand + + + + + + Document + + + + + + +
        +
        +
        + + + + + + + + + +
        + + +
        +
        + +
        + + + +
        +
        + + + + + +
        + +

        + + + Lua Hooks + + +

        + + +

        lakeFS supports running hooks without relying on external components using an embedded Lua VM

        + +

        Using Lua hooks, it is possible to pass a Lua script to be executed directly by the lakeFS server when an action occurs.

        + +

        The Lua runtime embedded in lakeFS is limited for security reasons. It provides a narrow set of APIs and functions that by default do not allow:

        + +
          +
        1. Accessing any of the running lakeFS server’s environment
          2. +
        2. Accessing the local filesystem available the lakeFS process
          3. +
        + +
        +

        + + + Table of contents + + +

        + + +
          +
        1. Action File Lua Hook Properties
          2. +
        2. Example Lua Hooks
          3. +
        3. Lua Library reference
          4. +
        + +
        +

        + + + Action File Lua Hook Properties + + +

        + + +

        See the Action configuration for overall configuration schema and details.

        + +
        + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + +
        PropertyDescriptionData TypeRequiredDefault Value
        argsOne or more arguments to pass to the hookDictionaryfalse 
        scriptAn inline Lua scriptStringeither this or script_file must be specified 
        script_fileThe lakeFS path to a Lua scriptStringeither this or script must be specified 
        +

        + + + Example Lua Hooks + + +

        + + +

        For more examples and configuration samples, check out the examples/hooks/ directory in the lakeFS repository. You’ll also find step-by-step examples of hooks in action in the lakeFS samples repository.

        +

        + + + Display information about an event + + +

        + + +

        This example will print out a JSON representation of the event that occurred:

        + +
        name: dump_all
+on:
+  post-commit:
+  post-merge:
+  post-create-tag:
+  post-create-branch:
+hooks:
+  - id: dump_event
+    type: lua
+    properties:
+      script: |
+        json = require("encoding/json")
+        print(json.marshal(action))
+
        +

        + + + Ensure that a commit includes a mandatory metadata field + + +

        + + +

        A more useful example: ensure every commit contains a required metadata field:

        + +
        name: pre commit metadata field check
+on:
+pre-commit:
+    branches:
+    - main
+    - dev
+hooks:
+  - id: ensure_commit_metadata
+    type: lua
+    properties:
+      args:
+        notebook_url: {"pattern": "my-jupyter.example.com/.*"}
+        spark_version:  {}
+      script: |
+        regexp = require("regexp")
+        for k, props in pairs(args) do
+          current_value = action.commit.metadata[k]
+          if current_value == nil then
+            error("missing mandatory metadata field: " .. k)
+          end
+          if props.pattern and not regexp.match(props.pattern, current_value) then
+            error("current value for commit metadata field " .. k .. " does not match pattern: " .. props.pattern .. " - got: " .. current_value)
+          end
+        end
+
        + +

        For more examples and configuration samples, check out the examples/hooks/ directory in the lakeFS repository.

        +

        + + + Lua Library reference + + +

        + + +

        The Lua runtime embedded in lakeFS is limited for security reasons. The provided APIs are shown below.

        +

        + + + array(table) + + +

        + + +

        Helper function to mark a table object as an array for the runtime by setting _is_array: true metatable field.

        +

        + + + aws/s3.get_object(bucket, key) + + +

        + + +

        Returns the body (as a Lua string) of the requested object and a boolean value that is true if the requested object exists

        +

        + + + aws/s3.put_object(bucket, key, value) + + +

        + + +

        Sets the object at the given bucket and key to the value of the supplied value string

        +

        + + + aws/s3.delete_object(bucket [, key]) + + +

        + + +

        Deletes the object at the given key

        +

        + + + aws/s3.list_objects(bucket [, prefix, continuation_token, delimiter]) + + +

        + + +

        Returns a table of results containing the following structure:

        + +
          +
        • is_truncated: (boolean) whether there are more results to paginate through using the continuation token
          • +
        • next_continuation_token: (string) to pass in the next request to get the next page of results
          • +
        • results (table of tables) information about the objects (and prefixes if a delimiter is used)
          • +
        + +

        a result could in one of the following structures

        + +
        {
+   ["key"] = "a/common/prefix/",
+   ["type"] = "prefix"
+}
+
        + +

        or:

        + +
        {
+   ["key"] = "path/to/object",
+   ["type"] = "object",
+   ["etag"] = "etagString",
+   ["size"] = 1024,
+   ["last_modified"] = "2023-12-31T23:10:00Z"
+}
+
        +

        + + + aws/s3.delete_recursive(bucket, prefix) + + +

        + + +

        Deletes all objects under the given prefix

        +

        + + + crypto/aes/encryptCBC(key, plaintext) + + +

        + + +

        Returns a ciphertext for the aes encrypted text

        +

        + + + crypto/aes/decryptCBC(key, ciphertext) + + +

        + + +

        Returns the decrypted (plaintext) string for the encrypted ciphertext

        +

        + + + crypto/hmac/sign_sha256(message, key) + + +

        + + +

        Returns a SHA256 hmac signature for the given message with the supplied key (using the SHA256 hashing algorithm)

        +

        + + + crypto/hmac/sign_sha1(message, key) + + +

        + + +

        Returns a SHA1 hmac signature for the given message with the supplied key (using the SHA1 hashing algorithm)

        +

        + + + crypto/md5/digest(data) + + +

        + + +

        Returns the MD5 digest (string) of the given data

        +

        + + + crypto/sha256/digest(data) + + +

        + + +

        Returns the SHA256 digest (string) of the given data

        +

        + + + encoding/base64/encode(data) + + +

        + + +

        Encodes the given data to a base64 string

        +

        + + + encoding/base64/decode(data) + + +

        + + +

        Decodes the given base64 encoded data and return it as a string

        +

        + + + encoding/base64/url_encode(data) + + +

        + + +

        Encodes the given data to an unpadded alternate base64 encoding defined in RFC 4648.

        +

        + + + encoding/base64/url_decode(data) + + +

        + + +

        Decodes the given unpadded alternate base64 encoding defined in RFC 4648 and return it as a string

        +

        + + + encoding/hex/encode(value) + + +

        + + +

        Encode the given value string to hexadecimal values (string)

        +

        + + + encoding/hex/decode(value) + + +

        + + +

        Decode the given hexadecimal string back to the string it represents (UTF-8)

        +

        + + + encoding/json/marshal(table) + + +

        + + +

        Encodes the given table into a JSON string

        +

        + + + encoding/json/unmarshal(string) + + +

        + + +

        Decodes the given string into the equivalent Lua structure

        +

        + + + encoding/yaml/marshal(table) + + +

        + + +

        Encodes the given table into a YAML string

        +

        + + + encoding/yaml/unmarshal(string) + + +

        + + +

        Decodes the given YAML encoded string into the equivalent Lua structure

        +

        + + + encoding/parquet/get_schema(payload) + + +

        + + +

        Read the payload (string) as the contents of a Parquet file and return its schema in the following table structure:

        + +
        {
+  { ["name"] = "column_a", ["type"] = "INT32" },
+  { ["name"] = "column_b", ["type"] = "BYTE_ARRAY" }
+}
+
        +

        + + + gcloud + + +

        + +

        + + + gcloud/gs_client(gcs_credentials_json_string) + + +

        + + +

        Create a new Google Cloud Storage client using a string that contains a valid credentials.json file content.

        +

        + + + gcloud/gs.write_fuse_symlink(source, destination, mount_info) + + +

        + + +

        Will create a gcsfuse symlink +from the source (typically a lakeFS physical address for an object) to a given destination.

        + +

        mount_info is a Lua table with "from" and "to" keys - since symlinks don’t work for gs://... URIs, they need to point +to the mounted location instead. from will be removed from the beginning of source, and destination will be added instead.

        + +

        Example:

        + +
        source = "gs://bucket/lakefs/data/abc/def"
+destination = "gs://bucket/exported/path/to/object"
+mount_info = {
+    ["from"] = "gs://bucket",
+    ["to"] = "/home/user/gcs-mount"
+}
+gs.write_fuse_symlink(source, destination, mount_info)
+-- Symlink: "/home/user/gcs-mount/exported/path/to/object" -> "/home/user/gcs-mount/lakefs/data/abc/def"
+
        +

        + + + lakefs + + +

        + + +

        The Lua Hook library allows calling back to the lakeFS API using the identity of the user that triggered the action. +For example, if user A tries to commit and triggers a pre-commit hook - any call made inside that hook to the lakeFS +API, will automatically use user A’s identity for authorization and auditing purposes.

        +

        + + + lakefs/create_tag(repository_id, reference_id, tag_id) + + +

        + + +

        Create a new tag for the given reference

        +

        + + + lakefs/diff_refs(repository_id, lef_reference_id, right_reference_id [, after, prefix, delimiter, amount]) + + +

        + + +

        Returns an object-wise diff between left_reference_id and right_reference_id.

        +

        + + + lakefs/list_objects(repository_id, reference_id [, after, prefix, delimiter, amount]) + + +

        + + +

        List objects in the specified repository and reference (branch, tag, commit ID, etc.). +If delimiter is empty, will default to a recursive listing. Otherwise, common prefixes up to delimiter will be shown as a single entry.

        +

        + + + lakefs/get_object(repository_id, reference_id, path) + + +

        + + +

        Returns 2 values:

        + +
          +
        1. The HTTP status code returned by the lakeFS API
          2. +
        2. The content of the specified object as a lua string
          3. +
        +

        + + + lakefs/diff_branch(repository_id, branch_id [, after, amount, prefix, delimiter]) + + +

        + + +

        Returns an object-wise diff of uncommitted changes on branch_id.

        +

        + + + path/parse(path_string) + + +

        + + +

        Returns a table for the given path string with the following structure:

        + +
        > require("path")
+> path.parse("a/b/c.csv")
+{
+    ["parent"] = "a/b/"
+    ["base_name"] = "c.csv"
+} 
+
        +

        + + + path/join(*path_parts) + + +

        + + +

        Receives a variable number of strings and returns a joined string that represents a path:

        + +
        > require("path")
+> path.join("path/", "to", "a", "file.data")
+path/o/a/file.data
+
        +

        + + + path/is_hidden(path_string [, seperator, prefix]) + + +

        + + +

        returns a boolean - true if the given path string is hidden (meaning it starts with prefix) - or if any of its parents start with prefix.

        + +
        > require("path")
+> path.is_hidden("a/b/c") -- false
+> path.is_hidden("a/b/_c") -- true
+> path.is_hidden("a/_b/c") -- true
+> path.is_hidden("a/b/_c/") -- true
+
        +

        + + + path/default_separator() + + +

        + + +

        Returns a constant string (/)

        +

        + + + regexp/match(pattern, s) + + +

        + + +

        Returns true if the string s matches pattern. +This is a thin wrapper over Go’s regexp.MatchString.

        +

        + + + regexp/quote_meta(s) + + +

        + + +

        Escapes any meta-characters in string s and returns a new string

        +

        + + + regexp/compile(pattern) + + +

        + + +

        Returns a regexp match object for the given pattern

        +

        + + + regexp/compiled_pattern.find_all(s, n) + + +

        + + +

        Returns a table list of all matches for the pattern, (up to n matches, unless n == -1 in which case all possible matches will be returned)

        +

        + + + regexp/compiled_pattern.find_all_submatch(s, n) + + +

        + + +

        Returns a table list of all sub-matches for the pattern, (up to n matches, unless n == -1 in which case all possible matches will be returned). +Submatches are matches of parenthesized subexpressions (also known as capturing groups) within the regular expression, +numbered from left to right in order of opening parenthesis. +Submatch 0 is the match of the entire expression, submatch 1 is the match of the first parenthesized subexpression, and so on

        +

        + + + regexp/compiled_pattern.find(s) + + +

        + + +

        Returns a string representing the left-most match for the given pattern in string s

        +

        + + + regexp/compiled_pattern.find_submatch(s) + + +

        + + +

        find_submatch returns a table of strings holding the text of the leftmost match of the regular expression in s and the matches, if any, of its submatches

        +

        + + + strings/split(s, sep) + + +

        + + +

        returns a table of strings, the result of splitting s with sep.

        +

        + + + strings/trim(s) + + +

        + + +

        Returns a string with all leading and trailing white space removed, as defined by Unicode

        +

        + + + strings/replace(s, old, new, n) + + +

        + + +

        Returns a copy of the string s with the first n non-overlapping instances of old replaced by new. +If old is empty, it matches at the beginning of the string and after each UTF-8 sequence, yielding up to k+1 replacements for a k-rune string.

        + +

        If n < 0, there is no limit on the number of replacements

        +

        + + + strings/has_prefix(s, prefix) + + +

        + + +

        Returns true if s begins with prefix

        +

        + + + strings/has_suffix(s, suffix) + + +

        + + +

        Returns true if s ends with suffix

        +

        + + + strings/contains(s, substr) + + +

        + + +

        Returns true if substr is contained anywhere in s

        +

        + + + time/now() + + +

        + + +

        Returns a float64 representing the amount of nanoseconds since the unix epoch (01/01/1970 00:00:00).

        +

        + + + time/format(epoch_nano, layout, zone) + + +

        + + +

        Returns a string representation of the given epoch_nano timestamp for the given Timezone (e.g. "UTC", "America/Los_Angeles", …) +The layout parameter should follow Go’s time layout format.

        +

        + + + time/format_iso(epoch_nano, zone) + + +

        + + +

        Returns a string representation of the given epoch_nano timestamp for the given Timezone (e.g. "UTC", "America/Los_Angeles", …) +The returned string will be in ISO8601 format.

        +

        + + + time/sleep(duration_ns) + + +

        + + +

        Sleep for duration_ns nanoseconds

        +

        + + + time/since(epoch_nano) + + +

        + + +

        Returns the amount of nanoseconds elapsed since epoch_nano

        +

        + + + time/add(epoch_time, duration_table) + + +

        + + +

        Returns a new timestamp (in nanoseconds passed since 01/01/1970 00:00:00) for the given duration. +The duration should be a table with the following structure:

        + +
        > require("time")
+> time.add(time.now(), {
+    ["hour"] = 1,
+    ["minute"] = 20,
+    ["second"] = 50
+})
+
        +

        You may omit any of the fields from the table, resulting in a default value of 0 for omitted fields

        +

        + + + time/parse(layout, value) + + +

        + + +

        Returns a float64 representing the amount of nanoseconds since the unix epoch (01/01/1970 00:00:00). +This timestamp will represent date value parsed using the layout format.

        + +

        The layout parameter should follow Go’s time layout format

        +

        + + + time/parse_iso(value) + + +

        + + +

        Returns a float64 representing the amount of nanoseconds since the unix epoch (01/01/1970 00:00:00 for value. +The value string should be in ISO8601 format

        +

        + + + uuid/new() + + +

        + + +

        Returns a new 128-bit RFC 4122 UUID in string representation.

        +

        + + + net/url + + +

        + + +

        Provides a parse function parse a URL string into parts, returns a table with the URL’s host, path, scheme, query and fragment.

        + +
        > local url = require("net/url")
+> url.parse("https://example.com/path?p1=a#section")
+{
+    ["host"] = "example.com"
+    ["path"] = "/path"
+    ["scheme"] = "https"
+    ["query"] = "p1=a"
+    ["fragment"] = "section"
+}
+
        +

        + + + net/http (optional) + + +

        + + +

        Provides a request function that performs an HTTP request. +For security reasons, this package is not available by default as it enables http requests to be sent out from the lakeFS instance network. The feature should be enabled under actions.lua.net_http_enabled configuration. +Request will time out after 30 seconds.

        + +
        http.request(url [, body])
+http.request{
+  url = string,
+  [method = string,]
+  [headers = header-table,]
+  [body = string,]
+}
+
        + +

        Returns a code (number), body (string), headers (table) and status (string).

        + +
          +
        • code - status code number
          • +
        • body - string with the response body
          • +
        • headers - table with the response request headers (key/value or table of values)
          • +
        • status - status code text
          • +
        + +

        The first form of the call will perform GET requests or POST requests if the body parameter is passed.

        + +

        The second form accepts a table and allows you to customize the request method and headers.

        + +

        Example of a GET request

        + +
        local http = require("net/http")
+local code, body = http.request("https://example.com")
+if code == 200 then
+    print(body)
+else
+    print("Failed to get example.com - status code: " .. code)
+end
+
+
        + +

        Example of a POST request

        + +
        local http = require("net/http")
+local code, body = http.request{
+    url="https://httpbin.org/post",
+    method="POST",
+    body="custname=tester",
+    headers={["Content-Type"]="application/x-www-form-urlencoded"},
+}
+if code == 200 then
+    print(body)
+else
+    print("Failed to post data - status code: " .. code)
+end
+
        + + + + + + + + +
        +
        + + + + +
        + +
        +
        + + + + + + + + diff --git a/v1.0/howto/hooks/webhooks.html b/v1.0/howto/hooks/webhooks.html new file mode 100644 index 000000000..e374e0e5b --- /dev/null +++ b/v1.0/howto/hooks/webhooks.html @@ -0,0 +1,889 @@ + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + +Webhooks | lakeFS Documentation + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + Link + + + + + + + Search + + + + + + + Menu + + + + + + + + + + + + Expand + + + + + + Document + + + + + + +
        +
        +
        + + + + + + + + + +
        + + +
        +
        + +
        + + + +
        +
        + + + + + +
        + +

        + + + Webhooks + + +

        + + +
        +

        + + + Table of contents + + +

        + + +
          +
        1. Action File Webhook properties
          2. +
        2. Request body schema
          3. +
        + +
        + +

        A Webhook is a Hook type that sends an HTTP POST request to the configured URL. +Any non 2XX response by the responding endpoint will fail the Hook, cancel the execution of the following Hooks +under the same Action. For pre-* hooks, the triggering operation will also be aborted.

        + +

        Warning: You should not use pre-* webhooks for long-running tasks, since they block the performed operation. +Moreover, the branch is locked during the execution of pre-* hooks, so the webhook server cannot perform any write operations on the branch (like uploading or commits).

        +

        + + + Action File Webhook properties + + +

        + + +

        See the Action configuration for overall configuration schema and details.

        + +
        + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + +
        PropertyDescriptionData TypeRequiredDefault ValueEnv Vars Support
        urlThe URL address of the requestStringtrue no
        timeoutTime to wait for response before failing the hookString (golang’s Duration representation)false1 minuteno
        query_paramsList of query params that will be added to the requestDictionary(String:String or String:List(String)false yes
        headersHeaders to add to the requestDictionary(String:String)false yes
        + +

        Secrets & Environment Variables
        +lakeFS Actions supports secrets by using environment variables. +The format {{ ENV.SOME_ENV_VAR }} will be replaced with the value of $SOME_ENV_VAR +during the execution of the action. If that environment variable doesn’t exist in the lakeFS server environment, the action run will fail.

        + +

        Example:

        + +
        ...
+hooks:
+  - id: prevent_user_columns
+    type: webhook
+    description: Ensure no user_* columns under public/
+    properties:
+      url: "http://<host:port>/webhooks/schema"
+      timeout: 1m30s
+      query_params:
+        disallow: ["user_", "private_"]
+        prefix: public/
+      headers:
+        secret_header: "{{ ENV.MY_SECRET }}"
+...
+
        +

        + + + Request body schema + + +

        + +

        Upon execution, a webhook will send a request containing a JSON object with the following fields:

        + +
        + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + +
        FieldDescriptionType
        event_typeType of the event that triggered the Actionstring
        event_timeTime of the event that triggered the Action (RFC3339 formatted)string
        action_nameContaining Hook Action’s Namestring
        hook_idID of the Hookstring
        repository_idID of the Repositorystring
        branch_id1ID of the Branchstring
        source_refReference to the source on which the event was triggeredstring
        commit_message2The message for the commit (or merge) that is taking placestring
        committer2Name of the committerstring
        commit_metadata2The metadata for the commit that is taking placestring
        tag_id3The ID of the created/deleted tagstring
        + +

        Example:

        +
        {
+  "event_type": "pre-merge",
+  "event_time": "2021-02-28T14:03:31Z",
+  "action_name": "test action",
+  "hook_id": "prevent_user_columns",
+  "repository_id": "repo1",
+  "branch_id": "feature-1",
+  "source_ref": "feature-1",
+  "commit_message": "merge commit message",
+  "committer": "committer",
+  "commit_metadata": {
+    "key": "value"
+  }
+}
+
        +
        +
          +
        1. +

          N\A for Tag events ↩

          +
          2. +
        2. +

          N\A for Tag and Create/Delete Branch events ↩ ↩2 ↩3

          +
          3. +
        3. +

          Applicable only for Tag events ↩

          +
          4. +
        +
        + + + + + + + + +
        +
        + + + + +
        + +
        +
        + + + + + + + + diff --git a/v1.0/howto/import.html b/v1.0/howto/import.html new file mode 100644 index 000000000..99ef09894 --- /dev/null +++ b/v1.0/howto/import.html @@ -0,0 +1,974 @@ + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + +Import Data | lakeFS Documentation + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + Link + + + + + + + Search + + + + + + + Menu + + + + + + + + + + + + Expand + + + + + + Document + + + + + + +
        +
        +
        + + + + + + + + + +
        + + +
        +
        + +
        + + + +
        +
        + + + + + +
        + +

        + + + Import data into lakeFS + + +

        + + +

        The simplest way to bring data into lakeFS is by copying it, but this approach may not be suitable when a lot of data is involved. +To avoid copying the data, lakeFS offers Zero-copy import. With this approach, lakeFS only creates pointers to your existing objects in your new repository.

        + +
        +

        + + + Table of contents + + +

        + + +
          +
        1. Zero-copy import
            +
          1. Prerequisites
            2. +
          2. Using the lakeFS UI
            3. +
          3. lakectl import
            4. +
          4. Limitations
            5. +
          5. Working with imported data
            6. +
          +
          2. +
        2. Copying data into a lakeFS repository
          3. +
        + +
        +

        + + + Zero-copy import + + +

        + +

        + + + Prerequisites + + +

        + +

        + + + User Permissions + + +

        + + +

        To run import you need the following permissions: +fs:WriteObject, fs:CreateMetaRange, fs:CreateCommit, fs:ImportFromStorage and fs:ImportCancel. +The first 3 permissions are available by default to users in the default Developers group (RBAC) or the +Writers group (ACL). The fs:Import* permissions enable the user to import data from any location of the storage +provider that lakeFS has access to and cancel the operation if needed. +Thus, it’s only available to users in group Supers (ACL) or SuperUsers(RBAC). +RBAC installations can modify policies to add that permission to any group, such as Developers.

        +

        + + + lakeFS Permissions + + +

        + + +

        lakeFS must have permissions to list the objects in the source object store, +and the source bucket must be in the same region of your destination bucket.
        +In addition, see the following storage provider specific instructions:

        + +
        + +
        +

        + + + AWS S3: Importing from public buckets + + +

        + + +

        lakeFS needs access to the imported location to first list the files to import and later read the files upon users request.

        + +

        There are some use cases where the user would like to import from a destination which isn’t owned by the account running lakeFS. +For example, importing public datasets to experiment with lakeFS and Spark.

        + +

        lakeFS will require additional permissions to read from public buckets. For example, for S3 public buckets, +the following policy needs to be attached to the lakeFS S3 service-account to allow access to public buckets, while blocking access to other owned buckets:

        + + 
           {
+     "Version": "2012-10-17",
+     "Statement": [
+       {
+         "Sid": "PubliclyAccessibleBuckets",
+         "Effect": "Allow",
+         "Action": [
+            "s3:GetBucketVersioning",
+            "s3:ListBucket",
+            "s3:GetBucketLocation",
+            "s3:ListBucketMultipartUploads",
+            "s3:ListBucketVersions",
+            "s3:GetObject",
+            "s3:GetObjectVersion",
+            "s3:AbortMultipartUpload",
+            "s3:ListMultipartUploadParts"
+         ],
+         "Resource": ["*"],
+         "Condition": {
+           "StringNotEquals": {
+             "s3:ResourceAccount": "<YourAccountID>"
+           }
+         }
+       }
+     ]
+   }
+
        + +
        +
        +

        See Azure deployment on limitations when using account credentials.

        +

        + + + Azure Data Lake Gen2 + + +

        + + +

        lakeFS requires a hint in the import source URL to understand that the provided storage account is ADLS Gen2

        + + 
           For source account URL:
+      https://<my-account>.core.windows.net/path/to/import/
+
+   Please add the *adls* subdomain to the URL as follows:
+      https://<my-account>.adls.core.windows.net/path/to/import/
+
        + +
        +
        +

        No specific prerequisites

        +
        +
        +

        + + + Using the lakeFS UI + + +

        + + +

        To import using the UI, lakeFS must have permissions to list the objects in the source object store.

        + +
          +
        1. +

          In your repository’s main page, click the Import button to open the import dialog:

          + +

          img.png

          +
          2. +
        2. Under Import from, fill in the location on your object store you would like to import from.
          3. +
        3. Fill in the import destination in lakeFS
          4. +
        4. Add a commit message, and optionally metadata.
          5. +
        5. Press Import
          6. +
        + +

        Once the import is complete, the changes are merged into the destination branch.

        +

        + + + Notes + + +

        + + +
          +
        • Import uses the src-wins merge strategy. Therefore - import of existing objects and prefixes in the destination will override them.
          • +
        • The import duration depends on the amount of imported objects, but will roughly be a few thousand objects per second.
          • +
        +

        + + + lakectl import + + +

        + + +

        Prerequisite: have lakectl installed.

        + +

        The lakectl import command acts the same as the UI import wizard. It commits the changes to a dedicated branch, with an optional +flag to merge the changes to <branch_name>.

        + +
        + +
        + 
        lakectl import \
+  --from s3://bucket/optional/prefix/ \
+  --to lakefs://my-repo/my-branch/optional/path/
+
        +
        +
        + 
        lakectl import \
+   --from https://storageAccountName.blob.core.windows.net/container/optional/prefix/ \
+   --to lakefs://my-repo/my-branch/optional/path/
+
        +
        +
        + 
        lakectl import \
+   --from gs://bucket/optional/prefix/ \
+   --to lakefs://my-repo/my-branch/optional/path/
+
        +
        +
        +

        + + + Limitations + + +

        + + +
          +
        1. Importing is only possible from the object storage service in which your installation stores its data. For example, if lakeFS is configured to use S3, you cannot import data from Azure.
          2. +
        2. Import is available for S3, GCP and Azure.
          3. +
        3. For security reasons, if you are lakeFS on top of your local disk, you need to enable the import feature explicitly. +To do so, set the blockstore.local.import_enabled to true and specify the allowed import paths in blockstore.local.allowed_external_prefixes (see configuration reference). +Since there are some differences between object-stores and file-systems in the way directories/prefixes are treated, local import is allowed only for directories.
          4. +
        +

        + + + Working with imported data + + +

        + + +

        Note that lakeFS cannot manage your metadata if you make changes to data in the original bucket. +The following table describes the results of making changes in the original bucket, without importing it to lakeFS:

        + +
        + + + + + + + + + + + + + + + + + + + + + + + + +
        Object action in the original bucketListObjects result in lakeFSGetObject result in lakeFS
        CreateObject not visibleObject not accessible
        OverwriteObject visible with outdated metadataUpdated object accessible
        DeleteObject visibleObject not accessible
        +

        + + + Copying data into a lakeFS repository + + +

        + + +

        Another way of getting existing data into a lakeFS repository is by copying it. This has the advantage of having the objects along with their metadata managed by the lakeFS installation, along with lifecycle rules, immutability guarantees and consistent listing. However, do make sure to account for storage cost and time.

        + +

        To copy data into lakeFS you can use the following tools:

        + +
          +
        1. The lakectl command line tool - see the reference to learn more about using it to copy local data into lakeFS. Using lakectl fs upload --recursive you can upload multiple objects together from a given directory.
          2. +
        2. Using rclone
          3. +
        3. Using Hadoop’s DistCp
          4. +
        + + + + + + + + +
        +
        + + + + +
        + +
        +
        + + + + + + + + diff --git a/v1.0/howto/index.html b/v1.0/howto/index.html new file mode 100644 index 000000000..53ac7117f --- /dev/null +++ b/v1.0/howto/index.html @@ -0,0 +1,782 @@ + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + +How-To | lakeFS Documentation + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + Link + + + + + + + Search + + + + + + + Menu + + + + + + + + + + + + Expand + + + + + + Document + + + + + + +
        +
        +
        + + + + + + + + + +
        + + +
        +
        + +
        + + + +
        +
        + + + +
        + +

        + + + lakeFS - How To + + +

        + + +

        lakeFS Docs

        +

        + + + Installation and upgrades + + +

        + + + +

        + + + Getting data in and out of lakeFS + + +

        + + + +

        + + + Actions and Hooks in lakeFS + + +

        + + +
          +
        • Use Actions and Hooks as part of your workflow to validate data, enforce constraints, and do more when events occur.
          • +
        +

        + + + Branch Protection + + +

        + + +
          +
        • Branch Protection prevents commits directly to a branch. This is a good way to enforce good practice and make sure that changes to important branches are only done by a merge.
          • +
        +

        + + + lakeFS Sizing Guide + + +

        + + + +

        + + + Garbage Collection + + +

        + + +
          +
        • lakeFS will keep all of your objects forever, unless you tell it otherwise. Use Garbage Collection (GC) to remove objects from the underlying storage. + If you want GC to happen automagically then you can use Managed Garbage Collection which is available as part of lakeFS Cloud.
          • +
        + + + +
          +
        • Private Link enables lakeFS Cloud to interact with your infrastructure using private networking.
          • +
        +

        + + + Unity Delta Sharing + + +

        + + +
          +
        • lakeFS Unity Delta Sharing provides a read-only experience from Unity Catalog for lakeFS customers.
          • +
        + + + + + + + + +
        +
        + + + + +
        + +
        +
        + + + + + + + + diff --git a/v1.0/howto/migrate-away.html b/v1.0/howto/migrate-away.html new file mode 100644 index 000000000..1497bbf4c --- /dev/null +++ b/v1.0/howto/migrate-away.html @@ -0,0 +1,690 @@ + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + +Migrating away from lakeFS | lakeFS Documentation + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + Link + + + + + + + Search + + + + + + + Menu + + + + + + + + + + + + Expand + + + + + + Document + + + + + + +
        +
        +
        + + + + + + + + + +
        + + +
        +
        + +
        + + + +
        +
        + + + + + +
        + +

        + + + Migrating away from lakeFS + + +

        + +

        + + + Copying data from a lakeFS repository to an S3 bucket + + +

        + + +

        The simplest way to migrate away from lakeFS is by copying data from a lakeFS repository to an S3 bucket +(or any other object store).

        + +

        For smaller repositories, you can do this by using the AWS CLI or Rclone. +For larger repositories, running distcp with lakeFS as the source is also an option.

        + + + + + + + + +
        +
        + + + + +
        + +
        +
        + + + + + + + + diff --git a/v1.0/howto/private-link.html b/v1.0/howto/private-link.html new file mode 100644 index 000000000..690cdb8c9 --- /dev/null +++ b/v1.0/howto/private-link.html @@ -0,0 +1,875 @@ + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + +Private Link | lakeFS Documentation + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + Link + + + + + + + Search + + + + + + + Menu + + + + + + + + + + + + Expand + + + + + + Document + + + + + + +
        +
        +
        + + + + + + + + + +
        + + +
        +
        + +
        + + + +
        +
        + + + + + +
        + +

        + + + Private Link + + +

        + +

        lakeFS Cloud

        + +

        Private Link enables lakeFS Cloud to interact with your infrastructure using private networking.

        + +
        +

        + + + Table of contents + + +

        + + +
          +
        1. Supported Vendors
          2. +
        2. Access Methods
          3. +
        3. Setting up Private Link
          4. +
        4. Register your Azure subscription
          5. +
        5. Create an Azure Private Link connection to lakeFS Cloud
          6. +
        6. Create a DNS entry for your private endpoint
          7. +
        + +
        +

        + + + Supported Vendors + + +

        + + +

        At the moment, we support Private-Link with AWS and Azure. If you are looking for Private Link for GCP please contact us.

        + +
        + +
        +

        + + + Access Methods + + +

        + + +

        There are two types of Private Link implementation:

        + +
          +
        • +

          Front-End Access refers to API and UI access. Use this option if you’d like your lakeFS application to be exposed only to your infrastructure and not to the whole internet.

          +
          • +
        • +

          Back-End Access refers to the network communication between the lakeFS clusters we host, and your infrastructure. Use this option if you’d like lakeFS to communicate with your servers privately and not over the internet.

          +
          • +
        + +

        The two types of access are not mutually exclusive nor are they dependent on each other.

        + + +

        + + + Front-End Access + + +

        + + +

        Prerequisites:

        +
          +
        • Administrator access to your AWS account
          • +
        • In order for us to communicate with your account privately, we’ll need to create a service endpoint on our end first.
          • +
        + +

        Steps:

        +
          +
        1. Login to your AWS account
          2. +
        2. Go to AWS VPC Service
          3. +
        3. Filter the relevant VPC & Navigate to Endpoints
          4. +
        4. Click Create endpoint
          5. +
        5. Fill in the following: +
            +
          • Name: lakefs-cloud
            • +
          • Service category: Other endpoint services
            • +
          • Service name: input from Treeverse team (see prerequisites)
            • +
          • Click Verify service
            • +
          • Pick the VPC you’d like to expose this service to.
            • +
          • Click Create endpoint
            • +
          +
          6. +
        + +

        Now you can access your infrastructure privately using the endpoint DNS name. If you would like to change the DNS name to a friendly one please contact support@treeverse.io.

        +

        + + + Back-End Access + + +

        + + +

        Prerequisites:

        +
          +
        • Administrator access to your AWS account
          • +
        + +

        Steps:

        +
          +
        1. Login to your AWS account
          2. +
        2. Go to AWS VPC Service
          3. +
        3. Filter the relevant VPC & Navigate to Endpoints
          4. +
        4. Click endpoint service
          5. +
        5. Fill in the following: +
            +
          • Name: lakefs-cloud
            • +
          • Load Balancer Type: Network
            • +
          • Available load balancers: pick the load balancer you’d like lakefs-cloud to send events to.
            • +
          • Click Create
            • +
          +
          6. +
        6. Pick the newly created Endpoint Service from within the Endpoint Services page.
          7. +
        7. Navigate to the Allow principals tab.
          8. +
        8. Click Allow principals
          9. +
        9. Fill in the following ARN: arn:aws:iam::924819537486:root
          10. +
        10. Click Allow principals
          11. +
        + +

        That’s it on your end! Now, we’ll need the service name you’ve just created in order to associate it with our infrastructure, once we do, we’ll be ready to use the back-end access privately.

        +
        + +
        +

        Azure Private Link enables secure access to Azure services from a private endpoint within your virtual network. +By using Azure Private Link with lakeFS, you can securely access lakeFS services without exposing traffic to the public internet. +In this manual, we will guide you through the steps to enable Azure Private Link to your lakeFS instance.

        +

        + + + Register your Azure subscription + + +

        + + +

        To automatically approve private endpoint connections to the lakeFS network, please provide us with your subscription. If required, you can register multiple subscriptions.

        + + + +

        Once your subscription is in our trusted subscriptions navigate to the Azure portal and do the following steps:

        +
          +
        1. Navigate to the private endpoint
          2. +
        2. Click Create
          3. +
        3. On the first step (basics): +
            +
          • Select your subscription
            • +
          • Specify the desired resource group used to access lakeFS
            • +
          • Provide a name for your private endpoint instance
            • +
          • Specify the region of your lakeFS instance
            • +
          +
          4. +
        4. On the second step (Resource) +
            +
          • In connection method select connect to an Azure resource by resource ID or alias
            • +
          • Insert the alias provided by us into the Resource ID or alias
            • +
          • No need to add a request message
            • +
          +
          5. +
        5. Continue with the steps and run Review + Create
          6. +
        +

        + + + Create a DNS entry for your private endpoint + + +

        + + +

        Update your DNS server to resolve your account URL (which will be provided by us) to the Private Link IP address. +You can add the DNS entry to your on-premises DNS server or private DNS on your VNet, to access lakeFS services.

        +
        +
        + + + + + + + + +
        +
        + + + + +
        + +
        +
        + + + + + + + + diff --git a/v1.0/howto/protect-branches.html b/v1.0/howto/protect-branches.html new file mode 100644 index 000000000..01f0861b6 --- /dev/null +++ b/v1.0/howto/protect-branches.html @@ -0,0 +1,750 @@ + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + +Protect Branches | lakeFS Documentation + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + Link + + + + + + + Search + + + + + + + Menu + + + + + + + + + + + + Expand + + + + + + Document + + + + + + +
        +
        +
        + + + + + + + + + +
        + + +
        +
        + +
        + + + +
        +
        + + + + + +
        + +

        + + + Branch Protection Rules + + +

        + + +

        Define branch protection rules to prevent direct changes and commits to specific branches. +Only merges are allowed into protected branches. Together with the power of pre-merge hooks, +you can run validations on your data before it reaches your important branches and is exposed to consumers.

        + +

        You can create rules for a specific branch or any branch that matches a name pattern you specify with glob syntax (supporting ? and * wildcards).

        +

        + + + How it works + + +

        + + +

        When at least one protection rule applies to a branch, the branch is protected. The following operations will fail on protected branches:

        +
          +
        1. Object write operations: upload and delete objects.
          2. +
        2. Branch operations: commit and reset uncommitted changes.
          3. +
        + +

        To operate on a protected branch, merge commits from other branches into +it. Use pre-merge hooks to validate the changes before +they are merged.

        + +

        Reverting a previous commit using lakectl branch revert is allowed on a protected branch.

        +

        + + + Managing branch protection rules + + +

        + + +

        This section explains how to use the lakeFS UI to manage rules. You can also use the command line and API.

        +

        + + + Reaching the branch protection rules page + + +

        + + +
          +
        1. On lakeFS, navigate to the main page of the repository.
          2. +
        2. Click on the Settings tab.
          3. +
        3. In the left menu, click Branches.
          4. +
        +

        + + + Adding a rule + + +

        + + +

        To add a new rule, click the Add button. In the dialog, enter the branch name pattern and then click Create.

        + +

        Adding a branch protection rule

        +

        + + + Deleting a rule + + +

        + + +

        To delete a rule, click the Delete button next to it.

        + +

        Deleting a branch protection rule

        + + + + + + + + +
        +
        + + + + +
        + +
        +
        + + + + + + + + diff --git a/v1.0/howto/sizing-guide.html b/v1.0/howto/sizing-guide.html new file mode 100644 index 000000000..dc9fed5c3 --- /dev/null +++ b/v1.0/howto/sizing-guide.html @@ -0,0 +1,1397 @@ + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + +Sizing Guide | lakeFS Documentation + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + Link + + + + + + + Search + + + + + + + Menu + + + + + + + + + + + + Expand + + + + + + Document + + + + + + +
        +
        +
        + + + + + + + + + +
        + + +
        +
        + +
        + + + +
        +
        + + + + + +
        + +

        + + + Sizing guide + + +

        + + +

        Note: For a scalable managed lakeFS service with guaranteed SLAs, try lakeFS Cloud

        + +
        +

        + + + Table of contents + + +

        + + +
          +
        1. System Requirements
          2. +
        2. Scaling factors
          3. +
        3. Benchmarks
          4. +
        4. Important metrics
          5. +
        5. Reference architectures
          6. +
        + +
        +

        + + + System Requirements + + +

        + +

        + + + Operating Systems and ISA + + +

        + +

        lakeFS can run on MacOS and Linux. Windows binaries are available but not rigorously tested - +we don’t recommend deploying lakeFS to production on Windows. +x86_64 and arm64 architectures are supported for both MacOS and Linux.

        +

        + + + Memory and CPU requirements + + +

        + +

        lakeFS servers require a minimum of 512mb of RAM and 1 CPU core. +For high throughput, additional CPUs help scale requests across different cores. +“Expensive” operations such as large diff or commit operations can take advantage of multiple cores.

        +

        + + + Network + + +

        + +

        If using the data APIs such as the S3 Gateway, +lakeFS will require enough network bandwidth to support the planned concurrent network upload/download operations. +For most cloud providers, more powerful machines (i.e., more expensive and usually containing more CPU cores) also provide increased network bandwidth.

        + +

        If using only the metadata APIs (for example, only using the Hadoop/Spark clients), network bandwidth is minimal, +at roughly 1Kb per request.

        +

        + + + Disk + + +

        + +

        lakeFS greatly benefits from fast local disks. +A lakeFS instance doesn’t require any strong durability guarantees from the underlying storage, +as the disk is only ever used as a local caching layer for lakeFS metadata and not for long-term storage. +lakeFS is designed to work with ephemeral disks - +these are usually based on NVMe and are tied to the machine’s lifecycle. +Using ephemeral disks lakeFS can provide a very high throughput/cost ratio, +probably the best that could be achieved on a public cloud, so we recommend those.

        + +

        A local cache of at least 512 MiB should be provided. +For large installations (managing >100 concurrently active branches, with >100M objects per commit), +we recommend allocating at least 10 GiB - since it’s a caching layer over a relatively slow storage (the object store), +see Important metrics below to understand how to size this: it should be big enough to hold all commit metadata for actively referenced commits.

        +

        + + + lakeFS KV Store + + +

        + + +

        lakeFS uses a key-value database to manage branch references, authentication and authorization information +and to keep track of currently uncommitted data across branches.
        +Please refer to the relevant driver tab for best practices, requirements and benchmarks.

        +

        + + + Storage + + +

        + +

        The dataset stored in the metadata store is relatively modest as most metadata is pushed down into the object store. +Required storage is mostly a factor of the amount of uncommitted writes across all branches at any given point in time: +in the range of 150 MiB per every 100,000 uncommitted writes.

        + +

        We recommend starting at 10 GiB for a production deployment, as it will likely be more than enough.

        + +
        + +
        + +

        RAM
        +Since the data size is small, it’s recommended to provide enough memory to hold the vast majority of that data in RAM. +Cloud providers will save you the need to tune this parameter - it will be set to a fixed percentage the chosen instance’s available RAM (25% on AWS RDS, 30% on Google Cloud SQL). +It is recommended that you check with your selected cloud provider for configuration and provisioning information for you database. +For self-managed database instances follow these best practices

        + +

        Ideally, configure the shared_buffers +of your PostgreSQL instances to be large enough to contain the currently active dataset. +Pick a database instance with enough RAM to accommodate this buffer size at roughly x4 the size given for shared_buffers. For example, if an installation has ~500,000 uncommitted writes at any given time, it would require about 750 MiB of shared_buffers +that would require about 3 GiB of RAM.

        + +

        CPU
        +PostgreSQL CPU cores help scale concurrent requests. 1 CPU core for every 5,000 requests/second is ideal.

        +
        +
        +

        lakeFS will create a DynamoDB table for you, defaults to on-demand capacity setting. No need to specify how much read and write throughput you expect your application to perform, as DynamoDB instantly accommodates your workloads as they ramp up or down.

        + +

        You can customize the table settings to provisioned capacity which allows you to manage and optimize your costs by allocating read/write capacity in advance (see Benchmarks)

        + +

        Notes:

        +
          +
        • Using DynamoDB on-demand capacity might generate unwanted costs if the table is abused, if you’d like to cap your costs, make sure to change the table to use provisioned capacity instead.
          • +
        • lakeFS doesn’t manage the DynamoDB’s table lifecycle, we’ve included the table creation in order to help evaluating the system with minimal effort, any change to the table beyond the table creation - will need to be handled manually or by 3rd party tools.
          • +
        + +

        RAM
        +Managed by AWS.

        + +

        CPU
        +Managed by AWS.

        +
        +
        +

        + + + Scaling factors + + +

        + + +

        Scaling lakeFS, like most data systems, moves across two axes: throughput of requests (amount per given timeframe) and latency (time to complete a single request).

        +

        + + + Understanding latency and throughput considerations + + +

        + + +

        Most lakeFS operations are designed to be very low in latency. +Assuming a well-tuned local disk cache (see Storage above), +most critical path operations +(writing objects, requesting objects, deleting objects) are designed to complete in <25ms at p90. +Listing objects obviously requires accessing more data, but should always be on-par with what the underlying object store can provide, +and in most cases, it’s actually faster. +At the worst case, for directory listing with 1,000 common prefixes returned, expect a latency of 75ms at p90.

        + +

        Managing branches (creating them, listing them and deleting them) are all constant-time operations, generally taking <30ms at p90.

        + +

        Committing and merging can take longer, as they are proportional to the amount of changes introduced. +This is what makes lakeFS optimal for large Data Lakes - +the amount of changes introduced per commit usually stays relatively stable while the entire data set usually grows over time. +This means lakeFS will provide predictable performance: +committing 100 changes will take roughly the same amount of time whether the resulting commit contains 500 or 500 million objects.

        + +

        See Data Model for more information.

        + +

        Scaling throughput depends very much on the amount of CPU cores available to lakeFS. +In many cases, it’s easier to scale lakeFS across a fleet of smaller cloud instances (or containers) +than scale up with machines that have many cores. In fact, lakeFS works well in both cases. +Most critical path operations scale very well across machines.

        +

        + + + Benchmarks + + +

        + + +
        + +
        +

        + + + PostgresSQL + + +

        + +

        All benchmarks below were measured using 2 x c5ad.4xlarge instances +on AWS us-east-1. +Similar results can be achieved on Google Cloud using a c2-standard-16 machine type, with an attached local SSD. +On Azure, you can use a Standard_F16s_v2 virtual machine.

        + +

        The PostgreSQL instance that was used is a db.m6g.2xlarge +(8 vCPUs, 32 GB RAM). Equivalent machines on Google Cloud or Azure should yield similar results.

        + +

        The example repository we tested against contains the metadata of a large lakeFS installation, +where each commit contains ~180,000,000 objects (representing ~7.5 Petabytes of data).

        + +

        All tests are reproducible using the lakectl abuse command, +so use it to properly size and tune your setup. All tests are accompanied by the relevant lakectl abuse command that generated them.

        +

        + + + Random reads + + +

        + + +

        This test generates random read requests to lakeFS, +in a given commit. Paths are requested randomly from a file containing a set of preconfigured (and existing) paths.

        + +

        command executed:

        + + 
        lakectl abuse random-read \
+    --from-file randomly_selected_paths.txt \
+    --amount 500000 \
+    --parallelism 128 \
+    lakefs://example-repo/<commit hash>
+
        + +

        Note lakeFS version <= v0.33.1 uses ‘@’ (instead of ‘/’) as separator between repository and commit hash.

        + +

        Result Histogram (raw):

        + + 
        Histogram (ms):
+1	0
+2	0
+5	37945
+7	179727
+10	296964
+15	399682
+25	477502
+50	499625
+75	499998
+100	499998
+250	500000
+350	500000
+500	500000
+750	500000
+1000	500000
+5000	500000
+min	3
+max	222
+total	500000
+
        + +

        So 50% of all requests took <10ms, while 99.9% of them took <50ms

        + +

        throughput:

        + +

        Average throughput during the experiment was 10851.69 requests/second

        +

        + + + Random Writes + + +

        + + +

        This test generates random write requests to a given lakeFS branch. +All the paths are pre-generated and don’t overwrite each other (as overwrites are relatively rare in a Data Lake setup).

        + +

        command executed:

        + + 
        lakectl abuse random-write \
+    --amount 500000 \
+    --parallelism 64 \
+    lakefs://example-repo/main
+
        + +

        Note lakeFS version <= v0.33.1 uses ‘@’ (instead of ‘/’) as separator between repository and branch.

        + +

        Result Histogram (raw):

        + + 
        Histogram (ms):
+1	0
+2	0
+5	30715
+7	219647
+10	455807
+15	498144
+25	499535
+50	499742
+75	499784
+100	499802
+250	500000
+350	500000
+500	500000
+750	500000
+1000	500000
+5000	500000
+min	3
+max	233
+total	500000
+
        + +

        So, 50% of all requests took <10ms, while 99.9% of them took <25ms.

        + +

        throughput:

        + +

        The average throughput during the experiment was 7595.46 requests/second.

        +

        + + + Branch creation + + +

        + + +

        This test creates branches from a given reference.

        + +

        command executed:

        + + 
        lakectl abuse create-branches \
+    --amount 500000 \
+    --branch-prefix "benchmark-" \
+    --parallelism 256 \
+    lakefs://example-repo/<commit hash>
+
        + +

        Note lakeFS version <= v0.33.1 uses ‘@’ (instead of ‘/’) as separator between repository and commit hash.

        + +

        Result Histogram (raw):

        + + 
        Histogram (ms):
+1	0
+2	1
+5	5901
+7	39835
+10	135863
+15	270201
+25	399895
+50	484932
+75	497180
+100	499303
+250	499996
+350	500000
+500	500000
+750	500000
+1000	500000
+5000	500000
+min	2
+max	304
+total	500000
+
        + +

        So, 50% of all requests took <15ms, while 99.9% of them took <100ms.

        + +

        throughput:

        + +

        The average throughput during the experiment was 7069.03 requests/second.

        +
        +
        +

        + + + DynamoDB + + +

        + +

        All benchmarks below were measured using m5.xlarge instance on AWS us-east-1.

        + +

        The DynamoDB table that was used was provisioned with 500/1000 read/write capacity.

        + +

        The example repository we tested against contains the metadata of a large lakeFS installation, where each commit contains ~100,000,000 objects (representing ~3.5 Petabytes of data).

        + +

        All tests are reproducible using the lakectl abuse command, so use it to properly size and tune your setup. All tests are accompanied by the relevant lakectl abuse command that generated them.

        +

        + + + Random reads + + +

        + + +

        This test generates random read requests to lakeFS, +in a given commit. Paths are requested randomly from a file containing a set of preconfigured (and existing) paths.

        + +

        command executed:

        + + 
        lakectl abuse random-read \
+    --from-file randomly_selected_paths.txt \
+    --amount 500000 \
+    --parallelism 128 \
+    lakefs://example-repo/<commit hash>
+
        + +

        Result Histogram (raw): Provisioned read capacity units = 1000 +Provisioned write capacity units = 1000

        + + 
        Histogram (ms):
+1	0
+2	0
+5	0
+7	0
+10	0
+15	0
+25	122
+50	47364
+75	344489
+100	460404
+250	497912
+350	498016
+500	498045
+750	498111
+1000 498176
+5000 499478
+min	18
+max	52272
+total 500000
+
        + +

        Result Histogram (raw): Provisioned read capacity units = 500 +Provisioned write capacity units = 500

        + + 
        Histogram (ms):
+1	0
+2	0
+5	0
+7	0
+10	0
+15	1
+25	2672
+50	239661
+75	420171
+100	470146
+250	486603
+350	486715
+500	486789
+750	487443
+1000	488113
+5000	493201
+min	14
+max	648085
+total	499998
+
        +

        + + + Random Writes + + +

        + + +

        This test generates random write requests to a given lakeFS branch. +All the paths are pre-generated and don’t overwrite each other (as overwrites are relatively rare in a Data Lake setup).

        + +

        command executed:

        + + 
        lakectl abuse random-write \
+    --amount 500000 \
+    --parallelism 64 \
+    lakefs://example-repo/main
+
        + +

        Result Histogram (raw): Provisioned read capacity units = 1000 +Provisioned write capacity units = 1000

        + + 
        Histogram (ms):
+1	0
+2	0
+5	0
+7	0
+10	0
+15	0
+25	24
+50	239852
+75	458504
+100	485225
+250	493687
+350	493872
+500	493960
+750	496239
+1000	499194
+5000	500000
+min	23
+max	4437
+total	500000
+
        +

        Result Histogram (raw): Provisioned read capacity units = 500 +Provisioned write capacity units = 500

        + + 
        Histogram (ms):
+1	0
+2	0
+5	0
+7	0
+10	0
+15	0
+25	174
+50	266460
+75	462641
+100	484486
+250	490633
+350	490856
+500	490984
+750	492973
+1000 495605
+5000 498920
+min	21
+max	50157
+total 500000
+
        +

        + + + Branch creation + + +

        + + +

        This test creates branches from a given reference.

        + +

        command executed:

        + + 
        lakectl abuse create-branches \
+    --amount 500000 \
+    --branch-prefix "benchmark-" \
+    --parallelism 256 \
+    lakefs://example-repo/<commit hash>
+
        + +

        Result Histogram (raw): Provisioned read capacity units = 1000 +Provisioned write capacity units = 1000

        + + 
        Histogram (ms):
+1	0
+2	0
+5	0
+7	0
+10	0
+15	0
+25	0
+50	628
+75	26153
+100	58099
+250	216160
+350	307078
+500	406165
+750	422898
+1000	431332
+5000	475848
+min	41
+max	430725
+total	490054
+
        + +

        Result Histogram (raw): Provisioned read capacity units = 500 +Provisioned write capacity units = 500

        + + 
        Histogram (ms):
+1	0
+2	0
+5	0
+7	0
+10	0
+15	0
+25	0
+50	3132
+75	155570
+100	292745
+250	384224
+350	397258
+500	431141
+750	441360
+1000 445597
+5000 469538
+min	39
+max	760626
+total 497520
+
        + +
        +
        +

        + + + Important metrics + + +

        + + +

        lakeFS exposes metrics using the Prometheus protocol. +Every lakeFS instance exposes a /metrics endpoint that could be used to extract them.

        + +

        Here are a few notable metrics to keep track of when sizing lakeFS:

        + +

        api_requests_total - Tracks throughput of API requests over time.

        + +

        api_request_duration_seconds - Histogram of latency per operation type.

        + +

        gateway_request_duration_seconds - Histogram of latency per S3 Gateway operation.

        + +
        + +
        + +

        dynamo_request_duration_seconds - Time spent doing DynamoDB requests.

        + +

        dynamo_consumed_capacity_total - The capacity units consumed by operation.

        + +

        dynamo_failures_total - The total number of errors while working for kv store.

        + +
        +
        +

        + + + Reference architectures + + +

        + + +

        Below are a few example architectures for lakeFS deployment.

        +

        + + + Reference Architecture: Data Science/Research environment + + +

        + + +

        Use case: Manage Machine learning or algorithms development. +Use lakeFS branches to achieve both isolation and reproducibility of experiments. +Data being managed by lakeFS is both structured tabular data, +as well as unstructured sensor and image data used for training. +Assuming a team of 20-50 researchers, with a dataset size of 500 TiB across 20M objects.

        + +

        Environment: lakeFS will be deployed on Kubernetes. +managed by AWS EKS +with PostgreSQL on AWS RDS Aurora

        + +

        Sizing: Since most of the work is done by humans (vs. automated pipelines), most experiments tend to be small in scale, +reading and writing 10s to 1000s of objects. +The expected amount of branches active in parallel is relatively low, around 1-2 per user, +each representing a small amount of uncommitted changes at any given point in time. +Let’s assume 5,000 uncommitted writes per branch = ~500k.

        + +

        To support the expected throughput, a single moderate lakeFS instance should be more than enough, +since requests per second would be on the order of 10s to 100s. +For high availability, we’ll deploy 2 pods with 1 CPU core and 1 GiB of RAM each.

        + +

        Since the PostgreSQL instance is expected to hold a very small dataset +(at 500k, expected dataset size is 150MiB (for 100k records) * 5 = 750MiB). +To ensure we have enough RAM to hold this, we’ll need 3 GiB of RAM, so, a very moderate Aurora instance db.t3.large (2 vCPUs, 8 GB RAM) will be more than enough. +An equivalent database instance on GCP or Azure should give similar results.

        + +

        ML and Research lakeFS reference architecture

        +

        + + + Reference Architecture: Automated Production Pipelines + + +

        + + +

        Use case: Manage multiple concurrent data pipelines using Apache Spark and Airflow. +Airflow DAGs start by creating a branch for isolation and for CI/CD. +Data being managed by lakeFS is structured, tabular data. The total dataset size is 10 PiB, spanning across 500M objects. +The expected throughput is 10k reads/second + 2k writes per second across 100 concurrent branches.

        + +

        Environment: lakeFS will be deployed on Kubernetes. +managed by AWS EKS +with PostgreSQL on AWS RDS

        + +

        Sizing: Data pipelines tend to be bursty in nature: +reading in a lot of objects concurrently, doing some calculation or aggregation, and then writing many objects concurrently. +The expected amount of branches active in parallel is high, +with many Airflow DAGs running per day, each representing a moderate amount of uncommitted changes at any given point in time. +Let’s assume 1,000 uncommitted writes/branch * 2500 branches = ~2.5M records.

        + +

        To support the expected throughput, looking the benchmarking numbers above, +we’re doing roughly 625 requests/core, so 24 cores should cover our peak traffic. We can deploy 6 * 4 CPU core pods.

        + +

        On to the PostgreSQL instance - at 500k, the expected dataset size is 150MiB (for 100k records) * 25 = 3750 MiB. +To ensure we have enough RAM to hold this, we’ll need at least 15 GiB of RAM, so we’ll go with a db.r5.xlarge (4 vCPUs, 32GB RAM) Aurora instance. +An equivalent database instance on GCP or Azure should give similar results.

        + +

        Automated pipelines lakeFS reference architecture

        + + + + + + + + +
        +
        + + + + +
        + +
        +
        + + + + + + + + diff --git a/v1.0/howto/unity-delta-sharing.html b/v1.0/howto/unity-delta-sharing.html new file mode 100644 index 000000000..6062e8221 --- /dev/null +++ b/v1.0/howto/unity-delta-sharing.html @@ -0,0 +1,876 @@ + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + +Unity Delta Sharing | lakeFS Documentation + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + Link + + + + + + + Search + + + + + + + Menu + + + + + + + + + + + + Expand + + + + + + Document + + + + + + +
        +
        +
        + + + + + + + + + +
        + + +
        +
        + +
        + + + +
        +
        + + + + + +
        + +

        + + + Unity Delta Sharing + + +

        + +

        lakeFS Cloud

        +

        + + + Introduction + + +

        + + +

        lakeFS Unity Delta Sharing provides a read-only experience from Unity Catalog for lakeFS customers. Currently, this is available as a private +preview. It provides full read-only functionality for Unity Catalog. It does not provide a “self-service” experience to set up the service.

        +

        + + + Setup + + +

        + + +

        This guide explains how to set up and use lakeFS Delta Sharing. Currently, you will have to configure lakeFS Delta Sharing in collaboration with +Treeverse Customer Success. Once set up is complete, you will of course be able to use lakeFS Delta Sharing on existing and on new tables without +further assistance.

        +

        + + + 1. Collect data and initial setup + + +

        + + +
          +
        • +

          Select a Delta Sharing configuration URL. This is a single location on lakeFS to hold the top-level configuration of lakeFS Delta Sharing across all +repositories of your organization. Typically, it will have the form lakefs://REPO/main/lakefs_delta_sharing.yaml for one of your +repositories. A longer path may be supplied - however, we do recommend keeping it on the main branch, as this object represents state +for the entire installation.

          +
          • +
        • +

          Create a user lakefs-delta-sharing-service for lakeFS Delta Sharing, and an access key for that user. It should have at least read permissions for +the configuration URL and for all repositories and all data accesses by Unity. lakeFS Delta Sharing will these credentials to communicate with lakeFS.

          +
          • +
        + +

        Communicate these items to Customer Success:

        + +
          +
        • Configuration URL
          • +
        • Access key ID and secret access key for user lakefs-delta-sharing-service.
          • +
        + +

        Note: All YAML files extensions used in this guide must be yaml. Do not use a yml extension instead.

        +

        + + + 2. Initial configuration + + +

        + + +

        Select a secret authorization token to share Unity catalog. Unity catalog will use to authenticate to the lakeFS Delta Sharing server.
        +You might use this command on Linux:

        + +
        head -c 50 /dev/random | base64
+
        + +

        Create a file lakefs_delta_sharing.yaml and place it at the config URL selected above. It should look like this:

        + +
        authorization_token: "GENERATED TOKEN"
+# Map lakeFS repositories to Unity shares
+repositories:
+    - id: sample-repo
+      share_name: undev
+      # List branches and prefixes to export.  Each of these branches (and only
+      # these branches) will be available as a schema on Unity.
+      branches:
+          - main
+          - staging
+          - dev_*
+    - id: repo2
+      share_name: share_two
+      branches:
+      - "*"
+
        + +

        Note that a plain “*” line must be quoted in YAML.

        + +

        Upload it to your config URL. For instance if the config URL is lakefs://repo/main/lakefs_delta_sharing.yaml, you might use:

        + +
        lakectl fs upload -s ./lakefs_delta_sharing.yaml lakefs://repo/main/lakefs_delta_sharing.yaml
+
        +

        + + + 3. Connect Unity to lakeFS Delta Sharing! + + +

        + + +

        You now need to configure Unity to use the lakeFS Delta Sharing server. Create a share provider file config.share.json; see the Delta Sharing manual:

        + +
           {
+     "shareCredentialsVersion": 1,
+     "endpoint": "https://ORG_ID.REGION.lakefscloud.io/service/delta-sharing/v1",
+     "bearerToken": "GENERATED TOKEN",
+     "expirationTime": "2030-01-01T00:00:00.0Z"
+   }
+
        + +

        “GENERATED TOKEN” is the secret authorization token use above.

        + +

        Install the databricks cli. We will use it to create Delta Share on Unity. Follow the +instructions to configure it.

        + +

        Run the provider creation command:

        +
           databricks unity-catalog providers create \
+       --name lakefs-cloud \
+       --recipient-profile-json-file config.share.json
+
        + +

        Go to “Data » Delta Sharing” on the DataBricks environment. Once Treeverse have configured lakeFS Delta Sharing on your account with your config URL, +the “lakefs-cloud” provider should appear under “Shared with me”.

        + +

        lakeFS-Cloud provider appearing on DataBricks Delta Sharing / Shared with me

        + +

        Click the provider to see its shares.

        + +

        lakeFS-Cloud provider, showing share and create catalog

        + +

        You can now create a catalog from these shares.

        + +

        lakeFS-Cloud provider, create catalog from share

        + +

        And you can see schemas for each of the branches that you configured in the share. Here branch name dev_experiment1 matches the pattern dev_* that +we defined in the configuration object lakefs-delta-sharing.yaml, so it appears as a schema.

        + +

        lakeFS-Cloud provider, every configured branch is a schema

        + +

        At this point you have configured Delta Sharing on lakeFS, and DataBricks to communicate with lakeFS delta sharing. No further Treeverse involvement is required.
        +Updates to lakefs_delta_sharing.yaml will update within a minute of uploading a new version.

        +

        + + + 4. Configure tables + + +

        + + +

        Everything is ready: lakeFS repositories are configured as shares, and branches are configured as schemas. Now you can define tables! Once a +repository is shared, its tables are configured as a table descriptor object on the repository on the path _lakefs_tables/TABLE.yaml.

        +

        + + + Delta Lake tables + + +

        + + +

        Delta Lake format includes full metadata, so you only need to configure the prefix:

        + +
        name: users
+type: delta
+path: path/to/users/
+
        + +

        Note: The filename of the ‘yaml’ file containing the table definition must match the ‘name’ of the table itself. In the example above, ‘_lakefs_tables/users.yaml’.

        + +

        When placed inside _lakefs_tables/users.yaml this defines a table users on the prefix path/to/users/ (so path/to/users/ holds the prefix _delta_log).

        +

        + + + Hive tables + + +

        + + +

        Hive metadata server tables are essentially just a set of objects that share a prefix, with no table metadata stored on the object store. You need to configure prefix, partitions, and schema.

        + +
        name: clicks
+type: hive
+path: path/to/clicks/
+partition_columns: ['year']
+schema:
+  type: struct
+  fields:
+    - name: year
+      type: integer
+      nullable: false
+      metadata: {}
+    - name: page
+      type: string
+      nullable: false
+      metadata: {}
+    - name: site
+      type: string
+      nullable: true
+      metadata:
+        comment: a comment about this column
+
        + +

        Useful types recognized by DataBricks Photon include integer, long, short, string, double, float, date, and timestamp.
        +For exact type mappings, and whether to specify a field as nullable: false, refer to DataBricks Photon documentation.

        + + + + + + + + +
        +
        + + + + +
        + +
        +
        + + + + + + + + diff --git a/v1.0/howto/upgrade.html b/v1.0/howto/upgrade.html new file mode 100644 index 000000000..d68f8ad79 --- /dev/null +++ b/v1.0/howto/upgrade.html @@ -0,0 +1,11 @@ + + + + Redirecting… + + + + +

        Redirecting…

        + Click here if you are not redirected. + diff --git a/v1.0/index.html b/v1.0/index.html new file mode 100644 index 000000000..79f66354e --- /dev/null +++ b/v1.0/index.html @@ -0,0 +1,940 @@ + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + +Welcome to lakeFS 👋🏻 | lakeFS Documentation + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + Link + + + + + + + Search + + + + + + + Menu + + + + + + + + + + + + Expand + + + + + + Document + + + + + + +
        +
        +
        + + + + + + + + + +
        + + +
        +
        + +
        + + + +
        +
        + +
        + +

        + + + Welcome to the Lake! + + +

        + + +

        + +

        lakeFS brings software engineering best practices and applies them to data engineering.

        + +

        lakeFS provides version control over the data lake, and uses Git-like semantics to create and access those versions. If you know git, you’ll be right at home with lakeFS.

        + +

        With lakeFS, you can use concepts on your data lake such as branch to create an isolated version of the data, commit to create a reproducible point in time, and merge in order to incorporate your changes in one atomic action.

        +

        + + + How Do I Get Started? + + +

        + + +

        The hands-on quickstart guides you through some of core features of lakeFS.

        + +

        These include branching, merging, and rolling back changes to data.

        + +

        You can use the 30-day free trial of lakeFS Cloud if you want to try out lakeFS without installing anything.

        +

        + + + Key lakeFS Features + + +

        + + +
          +
        • It is format-agnostic.
          • +
        • It works with numerous data tools and platforms.
          • +
        • Your data stays in place.
          • +
        • It minimizes data duplication via a copy-on-write mechanism.
          • +
        • It maintains high performance over data lakes of any size.
          • +
        • It includes configurable garbage collection capabilities.
          • +
        • It is proven in production and has an active community.
          • +
        + +

        lakeFS integration into data lake

        +

        + + + How Does lakeFS Work With Other Tools? + + +

        + + +

        lakeFS is an open source project that supports managing data in AWS S3, Azure Blob Storage, Google Cloud Storage (GCS) and any other object storage with an S3 interface. It integrates seamlessly with popular data frameworks such as Spark, Hive Metastore, dbt, Trino, Presto, and many others and includes an S3 compatibility layer.

        + +

        For more details and a full list see the integrations pages.

        + +

        + +

        + +

        lakeFS maintains compatibility with the S3 API to minimize adoption +friction. You can use it as a drop-in replacement for S3 from the perspective of +any tool interacting with a data lake.

        + +

        For example, take the common operation of reading a collection of data from an object storage into a Spark DataFrame. For data outside a lakeFS repo, the code will look like this:

        + +
        df = spark.read.parquet("s3a://my-bucket/collections/foo/")
+
        + +

        After adding the data collections into my-bucket to a repository, the same operation becomes:

        + +
        df = spark.read.parquet("s3a://my-repo/main-branch/collections/foo/")
+
        + +

        You can use the same methods and syntax you are already using to read and write data when using a lakeFS repository. This simplifies the adoption of lakeFS - minimal changes are needed to get started, making further changes an incremental process.

        +

        + + + lakeFS is Git for Data + + +

        + + +

        Git conquered the world of code because it had best supported engineering best practices required by developers, in particular:

        + +
          +
        • Collaborate during development.
          • +
        • Develop and Test in isolation
          • +
        • Revert code repository to a sable version in case of an error
          • +
        • Reproduce and troubleshoot issues with a given version of the code
          • +
        • Continuously integrate and deploy new code (CI/CD)
          • +
        + +

        lakeFS provides these exact benefits, that are data practitioners are missing today, and enables them a clear intuitive Git-like interface to easily manage their data like they manage code. Through its versioning engine, lakeFS enables the following built-in operations familiar from Git:

        + +
          +
        • branch: a consistent copy of a repository, isolated from other branches and their changes. Initial creation of a branch is a metadata operation that does not duplicate objects.
          • +
        • commit: an immutable checkpoint containing a complete snapshot of a repository.
          • +
        • merge: performed between two branches — merges atomically update one branch with the changes from another.
          • +
        • revert: returns a repo to the exact state of a previous commit.
          • +
        • tag: a pointer to a single immutable commit with a readable, meaningful name.
          • +
        + +

        See the object model for an in-depth +definition of these, and the CLI reference for the +full list of commands.

        + +

        Incorporating these operations into your data lake pipelines provides the same collaboration and organizational benefits you get when managing application code with source control.

        +

        + + + The lakeFS Promotion Workflow + + +

        + + +

        Here’s how lakeFS branches and merges improve the universal process of updating collections with the latest data.

        + +

        lakeFS promotion workflow

        + +
          +
        1. First, create a new branch from main to instantly generate a complete “copy” of your production data.
          2. +
        2. Apply changes or make updates on the isolated branch to understand their impact prior to exposure.
          3. +
        3. And finally, perform a merge from the feature branch back to main to atomically promote the updates into production.
          4. +
        + +

        Following this pattern, lakeFS facilitates a streamlined data deployment workflow that consistently produces data assets you can have total confidence in.

        +

        + + + How Can lakeFS Help Me? + + +

        + + +

        lakeFS helps you maintain a tidy data lake in several ways, including:

        +

        + + + Isolated Dev/Test Environments with copy-on-write + + +

        + + +

        lakeFS makes creating isolated dev/test environments for ETL testing instantaneous, and through its use of copy-on-write, cheap. This enables you to test and validate code changes on production data without impacting it, as well as run analysis and experiments on production data in an isolated clone.

        + +

        👉🏻 Read more

        +

        + + + Reproducibility: What Did My Data Look Like at a Point In Time? + + +

        + + +

        Being able to look at data as it was at a given point is particularly useful in at least two scenarios:

        + +
          +
        1. +

          Reproducibility of ML experiments

          + +

          ML experimentation is usually an iterative process, and being able to reproduce a specific iteration is important.

          + +

          With lakeFS you can version all components of an ML experiment including its data, as well as make use of copy-on-write to minimise the footprint of versions of the data

          +
          2. +
        2. +

          Troubleshooting production problems

          + +

          Data engineers are often asked to validate the data. A user might report inconsistencies, question the accuracy, or simply report it to be incorrect.

          + +

          Since the data continuously changes, it is challenging to understand its state at the time of the error.

          + +

          With lakeFS you can create a branch from a commit to debug an issue in isolation.

          +
          3. +
        + +

        👉🏻 Read More

        +

        + + + Rollback of Data Changes and Recovery from Data Errors + + +

        + + +

        Human error, misconfiguration, or wide-ranging systematic effects are +unavoidable. When they do happen, erroneous data may make it into +production or critical data assets might accidentally by deleted.

        + +

        By their nature, backups are a wrong tool for recovering from such events. +Backups are periodic events that are usually not tied to performing +erroneous operations. So, they may be out of date, and will require +sifting through data at the object level. This process is inefficient and +can take hours, days, or in some cases, weeks to complete. By quickly +committing entire snapshots of data at well-defined times, recovering data +in deletion or corruption events becomes an instant one-line operation with +lakeFS: just identify a good historical commit, and then restore to it or +copy from it.

        + +

        👉🏻 Read more

        +

        + + + Multi-Table Transactions guarantees + + +

        + + +

        Data engineers typically need to implement custom logic in scripts to guarantee +two or more data assets are updated synchronously. This logic often +requires extensive rewrites or periods during which data is unavailable. +The lakeFS merge operation from one branch into another removes the need to +implement this logic yourself.

        + +

        Instead, make updates to the desired data assets on a branch and then utilize a lakeFS merge to atomically expose the data to downstream consumers.

        + +

        To learn more about atomic cross-collection updates, check out this video which describes the concept in more detail, along with this notebook in the lakeFS samples repository.

        +

        + + + Establishing data quality guarantees - CI/CD for data + + +

        + + +

        The best way to deal with mistakes is to avoid them. A data source that is ingested into the lake introducing low-quality data should be blocked before exposure if possible.

        + +

        With lakeFS, you can achieve this by tying data quality tests to commit and merge operations via lakeFS hooks.

        + +

        👉🏻 Read more

        +

        + + + Downloads + + +

        + + +

        lakeFS is also available as a fully-managed hosted service on lakeFS Cloud

        +

        + + + Binary Releases + + +

        + + +

        Binary packages are available for Linux/macOS/Windows on GitHub Releases

        + +

        Or using Homebrew for Linux/macOS:

        + +
        # add repository
+brew tap treeverse/lakefs
+
+# installing lakefs/lakectl
+brew install lakefs
+
        +

        + + + Docker Images + + +

        + + +

        The official Docker images are available at https://hub.docker.com/r/treeverse/lakefs

        + + + + + + + + +
        +
        + + + + +
        + +
        +
        + + + + + + + + diff --git a/v1.0/integrations/airbyte.html b/v1.0/integrations/airbyte.html new file mode 100644 index 000000000..28bf819fe --- /dev/null +++ b/v1.0/integrations/airbyte.html @@ -0,0 +1,775 @@ + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + +Airbyte | lakeFS Documentation + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + Link + + + + + + + Search + + + + + + + Menu + + + + + + + + + + + + Expand + + + + + + Document + + + + + + +
        +
        +
        + + + + + + + + + +
        + + +
        +
        + +
        + + + +
        +
        + + + + + +
        + +

        + + + Airbyte + + +

        + + +

        Airbyte is an open-source platform for syncing data from applications, APIs, and databases to +warehouses, lakes, and other destinations. You can use Airbyte’s connectors to get your data pipelines to consolidate +many input sources.

        + +

        The integration between Airbyte and lakeFS brings resilience and manageability when you use Airbyte +connectors to sync data to your S3 buckets by leveraging lakeFS branches and atomic commits and merges.

        +

        + + + Use cases + + +

        + + +

        You can take advantage of lakeFS consistency guarantees and Data Lifecycle Management when ingesting data to S3 using lakeFS:

        + +
          +
        1. Consolidate many data sources to a single branch and expose them to consumers simultaneously when merging to the main branch.
          2. +
        2. Test incoming data for breaking schema changes using lakeFS hooks.
          3. +
        3. Prevent consumers from reading partial data from connectors which failed half-way through sync.
          4. +
        4. Experiment with ingested data on a branch before exposing it.
          5. +
        +

        + + + S3 Connector + + +

        + + +

        lakeFS exposes an S3 Gateway that enables applications to communicate +with lakeFS the same way they would with Amazon S3. +You can use Airbyte’s S3 Connector to upload data to lakeFS.

        + +
        +

        Note

        + +

        If using Airbyte OSS, please ensure you are using S3 destination connector version 0.3.17 or higher. +Previous connector versions are not supported.

        +
        +

        + + + Configuring lakeFS using the connector + + +

        + + +

        Set the following parameters when creating a new Destination of type S3:

        + +
        + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + +
        NameValueExample
        EndpointThe lakeFS S3 gateway URLhttps://cute-axolotol.lakefs-demo.io
        S3 Bucket NameThe lakeFS repository where the data will be writtenexample-repo
        S3 Bucket PathThe branch and the path where the data will be writtenmain/data/from/airbyte Where main is the branch name, and data/from/airbyte is the path under the branch.
        S3 Bucket RegionNot applicable to lakeFS, use us-east-1us-east-1
        S3 Key IDThe lakeFS access key id used to authenticate to lakeFS.AKIAlakefs12345EXAMPLE
        S3 Access KeyThe lakeFS secret access key used to authenticate to lakeFS.abc/lakefs/1234567bPxRfiCYEXAMPLEKEY
        + +

        The UI configuration will look as follows:

        + +

        S3 Destination Connector Configuration

        + + + + + + + + +
        +
        + + + + +
        + +
        +
        + + + + + + + + diff --git a/v1.0/integrations/airflow.html b/v1.0/integrations/airflow.html new file mode 100644 index 000000000..0fc3ffd6c --- /dev/null +++ b/v1.0/integrations/airflow.html @@ -0,0 +1,836 @@ + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + +Apache Airflow | lakeFS Documentation + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + Link + + + + + + + Search + + + + + + + Menu + + + + + + + + + + + + Expand + + + + + + Document + + + + + + +
        +
        +
        + + + + + + + + + +
        + + +
        +
        + +
        + + + +
        +
        + + + + + +
        + +

        + + + Using lakeFS with Apache Airflow + + +

        + + +

        Apache Airflow is a platform that allows users to programmatically author, schedule, and monitor workflows.

        + +

        To run Airflow with lakeFS, you need to follow a few steps.

        +

        + + + Create a lakeFS connection on Airflow + + +

        + + +

        To access the lakeFS server and authenticate with it, create a new Airflow +Connection +of type HTTP and add it to your DAG. You can do that using the Airflow UI +or the CLI. Here’s an example Airflow command that does just that:

        + +
        airflow connections add conn_lakefs --conn-type=HTTP --conn-host=http://<LAKEFS_ENDPOINT> \
+    --conn-extra='{"access_key_id":"<LAKEFS_ACCESS_KEY_ID>","secret_access_key":"<LAKEFS_SECRET_ACCESS_KEY>"}'
+
        +

        + + + Install the lakeFS Airflow package + + +

        + + +

        You can use pip to install the package

        + +
        pip install airflow-provider-lakefs
+
        +

        + + + Use the package + + +

        + +

        + + + Operators + + +

        + + +

        The package exposes several operations to interact with a lakeFS server:

        + +
          +
        1. +

          CreateBranchOperator creates a new lakeFS branch from the source branch (main by default).

          + + 
          task_create_branch = CreateBranchOperator(
+   task_id='create_branch',
+   repo='example-repo',
+   branch='example-branch',
+   source_branch='main'
+)
+
          +
          2. +
        2. +

          CommitOperator commits uncommitted changes to a branch.

          + + 
          task_commit = CommitOperator(
+    task_id='commit',
+    repo='example-repo',
+    branch='example-branch',
+    msg='committing to lakeFS using airflow!',
+    metadata={'committed_from": "airflow-operator'}
+)
+
          +
          3. +
        3. +

          MergeOperator merges 2 lakeFS branches.

          + + 
          task_merge = MergeOperator(
+  task_id='merge_branches',
+  source_ref='example-branch',
+  destination_branch='main',
+  msg='merging job outputs',
+  metadata={'committer': 'airflow-operator'}
+)
+
          +
          4. +
        +

        + + + Sensors + + +

        + + +

        Sensors are also available that allow synchronizing a running DAG with external operations:

        + +
          +
        1. +

          CommitSensor waits until a commit has been applied to the branch

          + + 
          task_sense_commit = CommitSensor(
+    repo='example-repo',
+    branch='example-branch',
+    task_id='sense_commit'
+)
+
          +
          2. +
        2. +

          FileSensor waits until a given file is present on a branch.

          + + 
          task_sense_file = FileSensor(
+    task_id='sense_file',
+    repo='example-repo',
+    branch='example-branch',
+    path="file/to/sense"
+)
+
          +
          3. +
        +

        + + + Example + + +

        + + +

        This example DAG +in the airflow-provider-lakeFS repository shows how to use all of these.

        +

        + + + Performing other operations + + +

        + + +

        Sometimes an operator might not be supported by airflow-provider-lakeFS yet. You can access lakeFS directly by using:

        + +
          +
        • SimpleHttpOperator to send API requests to lakeFS.
          • +
        • BashOperator with lakectl commands. +For example, deleting a branch using BashOperator: + 
          commit_extract = BashOperator(
+ task_id='delete_branch',
+ bash_command='lakectl branch delete lakefs://example-repo/example-branch',
+ dag=dag,
+)
+
          +
          • +
        + +

        Note lakeFS version <= v0.33.1 uses ‘@’ (instead of ‘/’) as separator between repository and branch.

        + + + + + + + + +
        +
        + + + + +
        + +
        +
        + + + + + + + + diff --git a/v1.0/integrations/athena.html b/v1.0/integrations/athena.html new file mode 100644 index 000000000..eaaef869d --- /dev/null +++ b/v1.0/integrations/athena.html @@ -0,0 +1,825 @@ + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + +Amazon Athena | lakeFS Documentation + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + Link + + + + + + + Search + + + + + + + Menu + + + + + + + + + + + + Expand + + + + + + Document + + + + + + +
        +
        +
        + + + + + + + + + +
        + + +
        +
        + +
        + + + +
        +
        + + + + + +
        + +

        + + + Using lakeFS with Amazon Athena + + +

        + + +

        Deprecated Feature: Having heard the feedback from the community, we are planning to replace the below manual steps with an automated process. +You can read more about it here.

        + +

        Amazon Athena is an interactive query service that makes it easy to analyze data in Amazon S3 using standard SQL.

        + +

        Amazon Athena works directly above S3 and can’t access lakeFS. Tables created using Athena aren’t readable by lakeFS. +However, tables stored in lakeFS (that were created with glue/hive) can be queried by Athena.

        + +

        To support querying data from lakeFS with Amazon Athena, we will use create-symlink, one of the metastore commands in lakectl. +create-symlink receives a source table, destination table, and the table location. It performs two actions:

        +
          +
        1. It creates partitioned directories with symlink files in the underlying S3 bucket.
          2. +
        2. It creates a table in Glue catalog with symlink format type and location pointing to the created symlinks.
          3. +
        + +

        Note +.lakectl.yaml file should be configured with the proper hive/glue credentials. For more information

        + +

        create-symlink receives a table in glue or hive pointing to lakeFS and creates a copy of the table in glue. +The table data will use the SymlinkTextInputFormat, which will point to the lakeFS repository storage namespace. You will be able to query your data with Athena without copying any data. However, the symlinks table will only show the data that existed during +the copy. If the table changed in lakeFS, you need to run create-symlink again for your changed to be reflected in Athena.

        +

        + + + Example: + + +

        + + +

        Let’s assume that some time ago, we created a hive table my_table that is stored in lakeFS repo example under branch main, using the command:

        +
        CREATE EXTERNAL TABLE `my_table`(
+   `id` bigint, 
+   `key` string 
+)
+PARTITIONED BY (YEAR INT, MONTH INT)
+LOCATION 's3://example/main/my_table';
+WITH (format = 'PARQUET', external_location 's3a://example/main/my_table' );
+
        + +

        The repository example has the S3 storage space s3://my-bucket/my-repo-prefix/. +After inserting some data into it, the object structure under lakefs://example/main/my_table looks as follows:

        + +

        lakefs_table.png

        + +

        To query that table with Athena, you need to use the create-symlink command as follows:

        + +
        lakectl metastore create-symlink \
+  --repo example \
+  --branch main \
+  --path my_table \
+  --from-client-type hive \
+  --from-schema default \
+  --from-table my_table \
+  --to-schema default \ 
+  --to-table my_table  
+
        + +

        The command will generate two notable outputs:

        + +
          +
        1. For each partition, the command will create a symlink file:
          2. +
        + +
        aws s3 ls s3://my-bucket/my-repo-prefix/my_table/ --recursive
+2021-11-23 17:46:29          0 my-repo-prefix/my_table/symlinks/example/main/my_table/year=2021/month=11/symlink.txt
+2021-11-23 17:46:29         60 my-repo-prefix/my_table/symlinks/example/main/my_table/year=2021/month=12/symlink.txt
+2021-11-23 17:46:30         60 my-repo-prefix/my_table/symlinks/example/main/my_table/year=2022/month=1/symlink.txt
+
        + +

        An example content of a symlink file, where each line represents a single object of the specific partition:

        + +
        s3://my-bucket/my-repo-prefix/5bdc62da516944b49889770d98274227
+s3://my-bucket/my-repo-prefix/64262fbf3d6347a79ead641d2b2baee6
+s3://my-bucket/my-repo-prefix/64486c8de6484de69f12d7d26804c93e
+s3://my-bucket/my-repo-prefix/b0165d5c5b13473d8a0f460eece9eb26
+
        + +
          +
        1. A glue table pointing to the symlink directories structure:
          2. +
        + +
        aws glue get-table --name my_table --database-name default
+
+{
+  "Table": {
+    "Name": "my_table",
+    "DatabaseName": "default",
+    "Owner": "anonymous",
+    "CreateTime": "2021-11-23T17:46:30+02:00",
+    "UpdateTime": "2021-11-23T17:46:30+02:00",
+    "LastAccessTime": "1970-01-01T02:00:00+02:00",
+    "Retention": 0,
+    "StorageDescriptor": {
+      "Columns": [
+        {
+          "Name": "id",
+          "Type": "bigint",
+          "Comment": ""
+        },
+        {
+          "Name": "key",
+          "Type": "string",
+          "Comment": ""
+        }
+      ],
+      "Location": "s3://my-bucket/my-repo-prefix/symlinks/example/main/my_table",
+      "InputFormat": "org.apache.hadoop.hive.ql.io.SymlinkTextInputFormat",
+      "OutputFormat": "org.apache.hadoop.hive.ql.io.HiveIgnoreKeyTextOutputFormat",
+      "Compressed": false,
+      "NumberOfBuckets": -1,
+      "SerdeInfo": {
+        "Name": "default",
+        "SerializationLibrary": "org.apache.hadoop.hive.serde2.lazy.LazySimpleSerDe",
+        "Parameters": {
+          "serialization.format": "1"
+        }
+      },
+      "StoredAsSubDirectories": false
+    },
+    "PartitionKeys": [
+      {
+        "Name": "year",
+        "Type": "int",
+        "Comment": ""
+      },
+      {
+        "Name": "month",
+        "Type": "int",
+        "Comment": ""
+      }
+    ],
+    "ViewOriginalText": "",
+    "ViewExpandedText": "",
+    "TableType": "EXTERNAL_TABLE",
+    "Parameters": {
+      "EXTERNAL": "TRUE",
+      "bucketing_version": "2",
+      "transient_lastDdlTime": "1637681750"
+    },
+    "CreatedBy": "arn:aws:iam::************:user/********",
+    "IsRegisteredWithLakeFormation": false,
+    "CatalogId": "*********"
+  }
+}
+
        + +

        You can now safely use Athena to query my_table.

        + + + + + + + + +
        +
        + + + + +
        + +
        +
        + + + + + + + + diff --git a/v1.0/integrations/aws_cli.html b/v1.0/integrations/aws_cli.html new file mode 100644 index 000000000..523679e4b --- /dev/null +++ b/v1.0/integrations/aws_cli.html @@ -0,0 +1,855 @@ + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + +AWS CLI | lakeFS Documentation + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + Link + + + + + + + Search + + + + + + + Menu + + + + + + + + + + + + Expand + + + + + + Document + + + + + + +
        +
        +
        + + + + + + + + + +
        + + +
        +
        + +
        + + + +
        +
        + + + + + +
        + +

        + + + Using lakeFS with AWS CLI + + +

        + +

        lakeFS exposes an S3-compatible API, so you can use the AWS S3 CLI to interact with objects in your repositories.

        +

        + + + Table of contents + + +

        + + +
          +
        1. Configuration
          2. +
        2. Path convention
          3. +
        3. Usage
          4. +
        4. Examples
            +
          1. List directory
            2. +
          2. Copy from lakeFS to lakeFS
            3. +
          3. Copy from lakeFS to a local path
            4. +
          4. Copy from a local path to lakeFS
            5. +
          5. Delete file
            6. +
          6. Delete directory
            7. +
          +
          5. +
        5. Adding an alias
          6. +
        +

        + + + Configuration + + +

        + + +

        You would like to configure an AWS profile for lakeFS.

        + +

        To configure the lakeFS credentials, run:

        +
        aws configure --profile lakefs
+
        +

        You will be prompted to enter the AWS Access Key ID and the AWS Secret Access Key.

        + +

        It should look like this:

        +
        aws configure --profile lakefs
+# output:  
+# AWS Access Key ID [None]: AKIAIOSFODNN7EXAMPLE    
+# AWS Secret Access Key [None]: wJalrXUtnFEMI/K7MDENG/bPxRfiCYEXAMPLEKEY
+# Default region name [None]: 
+# Default output format [None]:
+
        +

        + + + Path convention + + +

        + + +

        When accessing objects in S3, you will need to use the lakeFS path convention: + s3://[REPOSITORY]/[BRANCH]/PATH/TO/OBJECT

        +

        + + + Usage + + +

        + + +

        After configuring the credentials, this is what a command should look:

        +
        aws s3 --profile lakefs \
+  --endpoint-url https://lakefs.example.com \
+  ls s3://example-repo/main/example-directory
+
        + +

        You can use an alias to make it shorter and more convenient.

        +

        + + + Examples + + +

        + +

        + + + List directory + + +

        + + +
        aws --profile lakefs \
+  --endpoint-url https://lakefs.example.com \
+  s3 ls s3://example-repo/main/example-directory
+
        +

        + + + Copy from lakeFS to lakeFS + + +

        + + +
        aws --profile lakefs \
+  --endpoint-url https://lakefs.example.com \
+  s3 cp s3://example-repo/main/example-file-1 s3://example-repo/main/example-file-2
+
        +

        + + + Copy from lakeFS to a local path + + +

        + + +
        aws --profile lakefs \
+  --endpoint-url https://lakefs.example.com \
+  s3 cp s3://example-repo/main/example-file-1 /path/to/local/file
+
        +

        + + + Copy from a local path to lakeFS + + +

        + + +
        aws --profile lakefs \
+  --endpoint-url https://lakefs.example.com \
+  s3 cp /path/to/local/file s3://example-repo/main/example-file-1
+
        +

        + + + Delete file + + +

        + + +
        aws --profile lakefs \
+  --endpoint-url https://lakefs.example.com \
+  s3 rm s3://example-repo/main/example-directory/example-file
+
        +

        + + + Delete directory + + +

        + + +
        aws --profile lakefs \
+  --endpoint-url https://lakefs.example.com \
+  s3 rm s3://example-repo/main/example-directory/ --recursive
+
        +

        + + + Adding an alias + + +

        + + +

        To make the command shorter and more convenient, you can create an alias:

        + +
        alias awslfs='aws --endpoint https://lakefs.example.com --profile lakefs'
+
        + +

        Now, the ls command using the alias will be as follows:

        +
        awslfs s3 ls s3://example-repo/main/example-directory
+
        + + + + + + + + +
        +
        + + + + +
        + +
        +
        + + + + + + + + diff --git a/v1.0/integrations/boto.html b/v1.0/integrations/boto.html new file mode 100644 index 000000000..ca7601e99 --- /dev/null +++ b/v1.0/integrations/boto.html @@ -0,0 +1,11 @@ + + + + Redirecting… + + + + +

        Redirecting…

        + Click here if you are not redirected. + diff --git a/v1.0/integrations/cloudera.html b/v1.0/integrations/cloudera.html new file mode 100644 index 000000000..4d7cbd51d --- /dev/null +++ b/v1.0/integrations/cloudera.html @@ -0,0 +1,680 @@ + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + +Cloudera | lakeFS Documentation + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + Link + + + + + + + Search + + + + + + + Menu + + + + + + + + + + + + Expand + + + + + + Document + + + + + + +
        +
        +
        + + + + + + + + + +
        + + +
        +
        + +
        + + + +
        +
        + + + + + +
        + +

        + + + Using lakeFS with Cloudera Spark + + +

        + + +

        Use the lakeFS Hadoop FileSystem to integrate lakeFS with Cloudera Spark.

        + +

        Review Cloudera Partner Listing for the Cloudera certification of lakeFS integration with Cloudera Data Platform (CDP) and Cloudera Spark.

        + + + + + + + + +
        +
        + + + + +
        + +
        +
        + + + + + + + + diff --git a/v1.0/integrations/databricks.html b/v1.0/integrations/databricks.html new file mode 100644 index 000000000..e38a81174 --- /dev/null +++ b/v1.0/integrations/databricks.html @@ -0,0 +1,11 @@ + + + + Redirecting… + + + + +

        Redirecting…

        + Click here if you are not redirected. + diff --git a/v1.0/integrations/delta.html b/v1.0/integrations/delta.html new file mode 100644 index 000000000..96a13d7a7 --- /dev/null +++ b/v1.0/integrations/delta.html @@ -0,0 +1,843 @@ + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + +Delta Lake | lakeFS Documentation + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + Link + + + + + + + Search + + + + + + + Menu + + + + + + + + + + + + Expand + + + + + + Document + + + + + + +
        +
        +
        + + + + + + + + + +
        + + +
        +
        + +
        + + + +
        +
        + + + + + +
        + +

        + + + Using lakeFS with Delta Lake + + +

        + + +

        Delta Lake Delta Lake is an open-source storage framework designed to improve performance and provide transactional guarantees to data lake tables.

        + +

        Because lakeFS is format-agnostic, you can save data in Delta format within a lakeFS repository and benefit from the advantages of both technologies. Specifically:

        + +
          +
        1. ACID operations can span across many Delta tables.
          2. +
        2. CI/CD hooks can validate Delta table contents, schema, or even referential integrity.
          3. +
        3. lakeFS supports zero-copy branching for quick experimentation with full isolation.
          4. +
        + +
        +

        + + + Table of contents + + +

        + + +
          +
        1. Using Delta Lake with lakeFS from Apache Spark
          2. +
        2. Using Delta Lake with lakeFS from Python
          3. +
        3. Viewing Delta Lake table changes in lakeFS BETA
          4. +
        4. Best Practices
          5. +
        5. Further Reading
          6. +
        + +
        +

        + + + Using Delta Lake with lakeFS from Apache Spark + + +

        + + +

        Given the native integration between Delta Lake and Spark, it’s most common that you’ll interact with Delta tables in a Spark environment.

        + +

        To configure a Spark environment to read from and write to a Delta table within a lakeFS repository, you need to set the proper credentials and endpoint in the S3 Hadoop configuration, like you’d do with any Spark environment.

        + +

        Once set, you can interact with Delta tables using regular Spark path URIs. Make sure that you include the lakeFS repository and branch name:

        + +
        df.write.format("delta").save("s3a://<repo-name>/<branch-name>/path/to/delta-table")
+
        + +

        Note: If using the Databricks Analytics Platform, see the integration guide for configuring a Databricks cluster to use lakeFS.

        + +

        To see the integration in action see this notebook in the lakeFS Samples Repository.

        +

        + + + Using Delta Lake with lakeFS from Python + + +

        + + +

        The delta-rs library provides bindings for Python. This means that you can use Delta Lake and lakeFS directly from Python without needing Spark. Integration is done through the lakeFS S3 Gateway

        + +

        The documentation for the deltalake Python module details how to read, write, and query Delta Lake tables. To use it with lakeFS use an s3a path for the table based on your repository and branch (for example, s3a://delta-lake-demo/main/my_table/) and specify the following storage_options:

        + +
        storage_options = {"AWS_ENDPOINT": <your lakeFS endpoint>,
+                   "AWS_ACCESS_KEY_ID": <your lakeFS access key>,
+                   "AWS_SECRET_ACCESS_KEY": <your lakeFS secret key>,
+                   "AWS_REGION": "us-east-1",
+                   "AWS_S3_ALLOW_UNSAFE_RENAME": "true"
+                  }
+
        + +

        If your lakeFS is not using HTTPS (for example, you’re just running it locally) then add the option

        + +
                           "AWS_STORAGE_ALLOW_HTTP": "true"
+
        + +

        To see the integration in action see this notebook in the lakeFS Samples Repository.

        +

        + + + Viewing Delta Lake table changes in lakeFS BETA + + +

        + + +

        Using lakeFS you can

        +
          +
        • Compare different versions of Delta Lake tables
          • +
        • Get a detailed view of all Delta Lake table operations performed since the tables diverged.
          • +
        + +

        For example, comparing branches dev and main, we can see that the movies table has changed on dev since the branches diverged. +Expanding the delete operation, we learn that all movies with a rating < 4 were deleted from the table on the dev branch.

        + +

        movies_table_changed.png +movies_table_operations.png

        + +

        Note: +The diff is available as long as the table history in Delta is retained (30 days by default). A delta lake table history is derived from the delta log JSON files.

        +

        + + + Installing the Delta Lake diff plugin + + +

        + + +

        To enable the Delta Lake diff feature, you need to install a plugin on the lakeFS server. You will find the plugin binary in the +release tarball (versions >= 0.97.3). +Rename the delta_diff binary to delta and put it under ~/.lakefs/plugins/diff on the machine where lakeFS is running.

        + +

        You can customize the location of the Delta Lake diff plugin by changing the diff.delta.plugin and +plugin.properties.<plugin name>.path configurations in the .lakefs.yaml file.

        + +

        Notice: If you’re using the lakeFS docker image, the plugin is installed by default.

        +

        + + + Best Practices + + +

        + + +

        Production workflows should ideally write to a single lakeFS branch that could then be safely merged into main. This is because the Delta log is an auto-generated sequence of text files used to keep track of transactions on a Delta table sequentially. Writing to one Delta table from multiple lakeFS branches is possible, but note that it would result in conflicts if later attempting to merge one branch into the other.

        +

        + + + When running lakeFS inside your VPC (on AWS) + + +

        + + +

        When lakeFS runs inside your private network, your Databricks cluster needs to be able to access it. +This can be done by setting up a VPC peering between the two VPCs +(the one where lakeFS runs and the one where Databricks runs). For this to work on Delta Lake tables, you would also have to disable multi-cluster writes with:

        + +
        spark.databricks.delta.multiClusterWrites.enabled false
+
        +

        + + + Using multi cluster writes (on AWS) + + +

        + + +

        When using multi-cluster writes, Databricks overrides Delta’s S3-commit action. +The new action tries to contact lakeFS from servers on Databricks’ own AWS account, which of course won’t be able to access your private network. +So, if you must use multi-cluster writes, you’ll have to allow access from Databricks’ AWS account to lakeFS. +If you are trying to achieve that, please reach out on Slack and the community will try to assist.

        +

        + + + Further Reading + + +

        + + +

        See Guaranteeing Consistency in Your Delta Lake Tables With lakeFS post on the lakeFS blog to learn how to +guarantee data quality in a Delta table by utilizing lakeFS branches.

        + + + + + + + + +
        +
        + + + + +
        + +
        +
        + + + + + + + + diff --git a/v1.0/integrations/distcp.html b/v1.0/integrations/distcp.html new file mode 100644 index 000000000..477b390e2 --- /dev/null +++ b/v1.0/integrations/distcp.html @@ -0,0 +1,11 @@ + + + + Redirecting… + + + + +

        Redirecting…

        + Click here if you are not redirected. + diff --git a/v1.0/integrations/dremio.html b/v1.0/integrations/dremio.html new file mode 100644 index 000000000..39d0b3b6b --- /dev/null +++ b/v1.0/integrations/dremio.html @@ -0,0 +1,701 @@ + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + +Dremio | lakeFS Documentation + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + Link + + + + + + + Search + + + + + + + Menu + + + + + + + + + + + + Expand + + + + + + Document + + + + + + +
        +
        +
        + + + + + + + + + +
        + + +
        +
        + +
        + + + +
        +
        + + + + + +
        + +

        + + + Using lakeFS with Dremio + + +

        + +

        Dremio is a next-generation data lake engine that liberates your data with live, +interactive queries directly on cloud data lake storage, including S3 and lakeFS.

        +

        + + + Configuration + + +

        + +

        Starting from version 3.2.3, Dremio supports Minio as an experimental S3-compatible plugin. +Similarly, you can connect lakeFS with Dremio.

        + +

        Suppose you already have both lakeFS and Dremio deployed, and want to use Dremio to query your data in the lakeFS repositories. +You can follow the steps listed below to configure on Dremio UI:

        + +
          +
        1. click Add Data Lake.
          2. +
        2. Under File Stores, choose Amazon S3.
          3. +
        3. Under Advanced Options, check Enable compatibility mode (experimental).
          4. +
        4. Under Advanced Options > Connection Properties, add fs.s3a.path.style.access and set the value to true.
          5. +
        5. Under Advanced Options > Connection Properties, add fs.s3a.endpoint and set lakeFS S3 endpoint to the value.
          6. +
        6. Under the General tab, specify the access_key_id and secret_access_key provided by lakeFS server.
          7. +
        7. Click Save, and now you should be able to browse lakeFS repositories on Dremio.
          8. +
        + + + + + + + + +
        +
        + + + + +
        + +
        +
        + + + + + + + + diff --git a/v1.0/integrations/duckdb.html b/v1.0/integrations/duckdb.html new file mode 100644 index 000000000..571e1a0d9 --- /dev/null +++ b/v1.0/integrations/duckdb.html @@ -0,0 +1,808 @@ + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + +DuckDB | lakeFS Documentation + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + Link + + + + + + + Search + + + + + + + Menu + + + + + + + + + + + + Expand + + + + + + Document + + + + + + +
        +
        +
        + + + + + + + + + +
        + + +
        +
        + +
        + + + +
        +
        + + + + + +
        + +

        + + + Using lakeFS with DuckDB + + +

        + + +

        DuckDB is an in-process SQL OLAP database management system. You can access data in lakeFS from DuckDB, as well as use DuckDB from within the web interface of lakeFS

        + +
        +

        + + + Table of contents + + +

        + + +
          +
        1. Accessing lakeFS from DuckDB
            +
          1. Configuration
            2. +
          2. Querying Data
            3. +
          3. Writing Data
            4. +
          +
          2. +
        2. Using DuckDB in the lakeFS web UI
          3. +
        + +
        +

        + + + Accessing lakeFS from DuckDB + + +

        + +

        + + + Configuration + + +

        + + +

        Querying data in lakeFS from DuckDB is similar to querying data in S3 from DuckDB. It is done using the httpfs extension connecting to the S3 Gateway that lakeFS provides.

        + +

        If not loaded already, install and load the HTTPFS extension:

        + +
        INSTALL httpfs;
+LOAD httpfs;
+
        + +

        Then run the following to configure the connection.

        + +
        SET s3_region='us-east-1';
+SET s3_endpoint='lakefs.example.com';
+SET s3_access_key_id='AKIAIOSFODNN7EXAMPLE';
+SET s3_secret_access_key='wJalrXUtnFEMI/K7MDENG/bPxRfiCYEXAMPLEKEY';
+SET s3_url_style='path';
+
+-- Uncomment in case the endpoint listen on non-secure, for example running lakeFS locally.
+-- SET s3_use_ssl=false;
+
        + +
          +
        • s3_endpoint is the host (and port, if necessary) of your lakeFS server
          • +
        • s3_access_key_id and s3_secret_access_key are the access credentials for your lakeFS user
          • +
        • s3_url_style needs to be set to path
          • +
        • s3_region is the S3 region on which your bucket resides. If local storage, or not S3, then just set it to us-east-1.
          • +
        +

        + + + Querying Data + + +

        + + +

        Once configured, you can query data using the lakeFS S3 Gateway using the following URI pattern:

        + +
        s3://<REPOSITORY NAME>/<REFERENCE ID>/<PATH TO DATA>
+
        + +

        Since the S3 Gateway implemenets all S3 functionality required by DuckDB, you can query using globs and patterns, including support for Hive-partitioned data.

        + +

        Example:

        + +
        SELECT * 
+FROM parquet_scan('s3://example-repo/main/data/population/by-region/*.parquet', HIVE_PARTITIONING=1) 
+ORDER BY name;
+
        +

        + + + Writing Data + + +

        + + +

        No special configuration required for writing to a branch. Assuming the configuration above and write permissions to a dev branch, +a write operation would look like any DuckDB write:

        + +
        CREATE TABLE sampled_population AS SELECT * 
+FROM parquet_scan('s3://example-repo/main/data/population/by-region/*.parquet', HIVE_PARTITIONING=1) 
+USING SAMPLE reservoir(50000 ROWS) REPEATABLE (100);
+
+COPY sampled_population TO 's3://example-repo/main/data/population/sample.parquet'; -- actual write happens here
+
        +

        + + + Using DuckDB in the lakeFS web UI + + +

        + + +

        The lakeFS web UI includes DuckDB in the Object viewer page.

        + +

        DuckDB query editor on the lakeFS objects page

        + +

        Using this you can query objects in lakeFS directly using a lakefs path:

        + +
        lakefs://<repository>/<branch>/object/path/foo.parquet
+
        + +

        The DuckDB query editor is provided by DuckDB WASM. It renders and provides querying capabilities for any objects of the following types:

        + +
          +
        • Parquet
          • +
        • CSV
          • +
        • TSV
          • +
        + + + + + + + + +
        +
        + + + + +
        + +
        +
        + + + + + + + + diff --git a/v1.0/integrations/emr.html b/v1.0/integrations/emr.html new file mode 100644 index 000000000..e38a81174 --- /dev/null +++ b/v1.0/integrations/emr.html @@ -0,0 +1,11 @@ + + + + Redirecting… + + + + +

        Redirecting…

        + Click here if you are not redirected. + diff --git a/v1.0/integrations/glue_etl.html b/v1.0/integrations/glue_etl.html new file mode 100644 index 000000000..e38a81174 --- /dev/null +++ b/v1.0/integrations/glue_etl.html @@ -0,0 +1,11 @@ + + + + Redirecting… + + + + +

        Redirecting…

        + Click here if you are not redirected. + diff --git a/v1.0/integrations/glue_hive_metastore.html b/v1.0/integrations/glue_hive_metastore.html new file mode 100644 index 000000000..e298c666e --- /dev/null +++ b/v1.0/integrations/glue_hive_metastore.html @@ -0,0 +1,927 @@ + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + +Glue / Hive metastore | lakeFS Documentation + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + Link + + + + + + + Search + + + + + + + Menu + + + + + + + + + + + + Expand + + + + + + Document + + + + + + +
        +
        +
        + + + + + + + + + +
        + + +
        +
        + +
        + + + +
        +
        + + + + + +
        + +

        + + + Using lakeFS with the Glue/Hive Metastore + + +

        + + +

        Deprecated Feature: Having heard the feedback from the community, we are planning to replace the below manual steps with an automated process. +You can read more about it here.

        + +
        +

        + + + Table of contents + + +

        + + +
          +
        1. About Glue / Hive Metastore
            +
          1. Without lakeFS
            2. +
          2. With lakeFS
            3. +
          +
          2. +
        2. Managing Tables With lakeFS Branches
            +
          1. Motivation
            2. +
          2. Configurations
            3. +
          3. Suggested Model
            4. +
          4. Commands
            5. +
          +
          3. +
        + +
        +

        + + + About Glue / Hive Metastore + + +

        + + +

        This part explains about how Glue/Hive Metastore work with lakeFS.

        + +

        Glue and Hive Metastore store metadata related to Hive and other services (such as Spark and Trino). +They contain metadata such as the location of the table, information about columns, partitions and many more.

        +

        + + + Without lakeFS + + +

        + +

        To query the table my_table, Spark will:

        +
          +
        • Request the metadata from Hive metastore (steps 1,2),
          • +
        • Use the location from the metadata to access the data in S3 (steps 3,4). +metastore with S3
          • +
        +

        + + + With lakeFS + + +

        + +

        When using lakeFS, the flow stays exactly the same. Note that the location of the table my_table now contains the branch s3://example/main/path/to/table +metastore with S3

        +

        + + + Managing Tables With lakeFS Branches + + +

        + +

        + + + Motivation + + +

        + +

        When creating a table in Glue/Hive metastore (using a client such as Spark, Hive, Presto), we specify the table location. +Consider the table my_table that was created with the location s3://example/main/path/to/table.

        + +

        Suppose you created a new branch called DEV with main as the source branch. +The data from s3://example/main/path/to/table is now accessible in s3://example/DEV/path/to/table. +The metadata is not managed in lakeFS, meaning you don’t have any table pointing to s3://example/DEV/path/to/table.

        + +

        To address this, lakeFS introduces lakectl metastore commands. The case above can be handled using the copy command: it creates a copy of my_table with data located in s3://example/DEV/path/to/table. Note that this is a fast, metadata-only operation.

        +

        + + + Configurations + + +

        + +

        The lakectl metastore commands can run on Glue or Hive metastore. +Add the following to the lakectl configuration file (by default ~/.lakectl.yaml):

        +

        + + + Hive + + +

        + + +
        metastore:
+  type: hive
+  hive:
+    uri: hive-metastore:9083
+
        +

        + + + Glue + + +

        + + +
        metastore:
+  type: glue
+  glue:
+    catalog_id: 123456789012
+    region: us-east-1
+    profile: default # optional, implies using a credentials file
+    credentials:
+      access_key_id: AKIAIOSFODNN7EXAMPLE
+      secret_access_key: wJalrXUtnFEMI/K7MDENG/bPxRfiCYEXAMPLEKEY
+
        + +

        Note: It’s recommended to set type and catalog-id/metastore-uri in the lakectl configuration file.

        +

        + + + Suggested Model + + +

        + + +

        For simplicity, we recommend creating a schema for each branch. That way, you can use the same table name across different schemas.

        + +

        For example: +after creating branch example_branch, also create a schema named example_branch. +For a table named my_table under the schema main, create a new table under the same name and under the schema example_branch. You now have two my_table, one in the main schema and one in the branch schema.

        +

        + + + Commands + + +

        + + +

        Metastore tools support three commands: copy, diff, and create-symlink. +copy and diff can work both on Glue and on Hive. +create-symlink works only on Glue.

        + +

        Note: If to-schema or to-table are not specified, the destination branch and source table names will be used as per the suggested model.

        + +

        Note: Metastore commands can only run on tables located in lakeFS. You should not use tables that aren’t located in lakeFS.

        +

        + + + Copy + + +

        + + +

        The copy command creates a copy of a table pointing to the defined branch. +In case the destination table already exists, the command will only merge the changes.

        + +

        Example:

        + +

        Suppose we created the table inventory on branch main on schema default.

        +
        CREATE EXTERNAL TABLE `inventory`(
+        `inv_item_sk` int,
+        `inv_warehouse_sk` int,
+        `inv_quantity_on_hand` int)
+    PARTITIONED BY (
+        `inv_date_sk` int) STORED AS ORC
+    LOCATION
+        's3a://my_repo/main/path/to/table';
+
        + +

        We create a new lakeFS branch example_branch:

        + +
        lakectl branch create lakefs://my_repo/example_branch --source lakefs://my_repo/main
+
        + +

        The data from s3://my_repo/main/path/to/table is now accessible in s3://my_repo/DEV/path/to/table. +To query the data in s3://my_repo/DEV/path/to/table, you would like to create a copy of the table inventory in schema example_branch pointing to the new branch.

        + +
        lakectl metastore copy --from-schema default --from-table inventory --to-schema example_branch --to-table inventory --to-branch example_branch
+
        + +

        After running this command, query the table example_branch.inventory to get the data from s3://my_repo/DEV/path/to/table

        +

        + + + Copy Partition + + +

        + + +

        After adding a partition to the branch table, you may want to copy the partition to the main table. +For example, for the new partition 2020-08-01, run the following to copy the partition to the main table:

        + +
        lakectl metastore copy --type hive --from-schema example_branch --from-table inventory --to-schema default --to-table inventory --to-branch main -p 2020-08-01
+
        + +

        For a table partitioned by more than one column, specify the partition flag for every column. For example, for the partition (year='2020',month='08',day='01'):

        + +
        lakectl metastore copy --from-schema example_branch --from-table branch_inventory --to-schema default --to-branch main -p 2020 -p 08 -p 01
+
        +

        + + + Diff + + +

        + + +

        Provides a two-way diff between two tables. +Shows added+ , removed- and changed~ partitions and columns.

        + +

        Example:

        + +

        Suppose you made some changes on the copied table inventory on schema example_branch and now want to view the changes before merging back to inventory on schema default.

        + +

        Hive:

        +
        lakectl metastore diff --type hive --address thrift://hive-metastore:9083 --from-schema example_branch --from-table branch --to-schema default --to-table inventory
+
        + +

        The output will look like this:

        + +
        Columns are identical
+Partitions
+- 2020-07-04
++ 2020-07-05
++ 2020-07-06
+~ 2020-07-08
+
        + + + + + + + + +
        +
        + + + + +
        + +
        +
        + + + + + + + + diff --git a/v1.0/integrations/hive.html b/v1.0/integrations/hive.html new file mode 100644 index 000000000..628b2c1c2 --- /dev/null +++ b/v1.0/integrations/hive.html @@ -0,0 +1,780 @@ + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + +Apache Hive | lakeFS Documentation + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + Link + + + + + + + Search + + + + + + + Menu + + + + + + + + + + + + Expand + + + + + + Document + + + + + + +
        +
        +
        + + + + + + + + + +
        + + +
        +
        + +
        + + + +
        +
        + + + + + +
        + +

        + + + Using lakeFS with Apache Hive + + +

        + + +

        The Apache Hive ™ data warehouse software facilitates reading, writing, and managing large datasets residing in distributed storage using SQL. Structure can be projected onto data already in storage. A command line tool and JDBC driver are provided to connect users to Hive.

        + +
        +

        + + + Table of contents + + +

        + + +
          +
        1. Configuration
          2. +
        2. Examples
          3. +
        + +
        +

        + + + Configuration + + +

        + +

        To configure Hive to work with lakeFS, you need to set the lakeFS credentials in the corresponding S3 credential fields.

        + +

        lakeFS endpoint: fs.s3a.endpoint

        + +

        lakeFS access key: fs.s3a.access.key

        + +

        lakeFS secret key: fs.s3a.secret.key

        + +

        Note +In the following examples, we set AWS credentials at runtime for clarity. In production, these properties should be set using one of Hadoop’s standard ways of Authenticating with S3.

        + +

        For example, you can add the configurations to the file hdfs-site.xml:

        +
        <configuration>
+    ...
+    <property>
+        <name>fs.s3a.secret.key</name>
+        <value>wJalrXUtnFEMI/K7MDENG/bPxRfiCYEXAMPLEKEY</value>
+    </property>
+    <property>
+        <name>fs.s3a.access.key</name>
+        <value>AKIAIOSFODNN7EXAMPLE</value>
+    </property>
+    <property>
+        <name>fs.s3a.endpoint</name>
+        <value>https://lakefs.example.com</value>
+    </property>
+    <property>
+       <name>fs.s3a.path.style.access</name>
+       <value>true</value>
+    </property>
+</configuration>
+
        + +

        Note +In this example, we set fs.s3a.path.style.access to true to remove the need for additional DNS records for virtual hosting +fs.s3a.path.style.access that was introduced in Hadoop 2.8.0

        +

        + + + Examples + + +

        + +

        + + + Example with schema + + +

        + + +
        CREATE  SCHEMA example LOCATION 's3a://example/main/' ;
+CREATE TABLE example.request_logs (
+    request_time timestamp,
+    url string,
+    ip string,
+    user_agent string
+);
+
        +

        + + + Example with an external table + + +

        + + +
        CREATE EXTERNAL TABLE request_logs (
+    request_time timestamp,
+    url string,
+    ip string,
+    user_agent string
+) LOCATION 's3a://example/main/request_logs' ;
+
        + + + + + + + + +
        +
        + + + + +
        + +
        +
        + + + + + + + + diff --git a/v1.0/integrations/iceberg.html b/v1.0/integrations/iceberg.html new file mode 100644 index 000000000..3f58e1f4b --- /dev/null +++ b/v1.0/integrations/iceberg.html @@ -0,0 +1,892 @@ + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + +Apache Iceberg | lakeFS Documentation + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + Link + + + + + + + Search + + + + + + + Menu + + + + + + + + + + + + Expand + + + + + + Document + + + + + + +
        +
        +
        + + + + + + + + + +
        + + +
        +
        + +
        + + + +
        +
        + + + + + +
        + +

        + + + Using lakeFS with Apache Iceberg + + +

        + + +
        +

        + + + Table of contents + + +

        + + +
          +
        1. Setup
          2. +
        2. Configure
            +
          1. Iceberg and Catalog Metadata Caching
            2. +
          +
          3. +
        3. Using Iceberg tables with lakeFS
          4. +
        4. Migrating an existing Iceberg Table to lakeFS Catalog
          5. +
        + +
        + +

        lakeFS provides its own implementation of the SparkCatalog, which handles the writing of the Iceberg data to lakeFS as well as reading from it and branching. Using straightforward table identifiers you can switch between branches when reading and writing data:

        + +
        SELECT * FROM catalog.ref.db.table
+
        +

        + + + Setup + + +

        + + +
        + +
        + +

        Use the following Maven dependency to install the lakeFS custom catalog:

        + + 
        <dependency>
+  <groupId>io.lakefs</groupId>
+  <artifactId>lakefs-iceberg</artifactId>
+  <version>0.1.2</version>
+</dependency>
+
        + +
        +
        +

        Include the lakefs-iceberg jar in your package list along with Iceberg. For example:

        + + 
        .config("spark.jars.packages", "org.apache.iceberg:iceberg-spark-runtime-3.3_2.12:1.3.0,io.lakefs:lakefs-iceberg:0.1.2")
+
        +
        +
        +

        + + + Configure + + +

        + + +
          +
        1. +

          Set up the Spark SQL catalog:

          + + 
           .config("spark.sql.catalog.lakefs", "org.apache.iceberg.spark.SparkCatalog") \
+ .config("spark.sql.catalog.lakefs.catalog-impl", "io.lakefs.iceberg.LakeFSCatalog") \
+ .config("spark.sql.catalog.lakefs.warehouse", f"lakefs://{repo_name}") \
+
          +
          2. +
        2. +

          Optionally, you can set the lakeFS catalog to be the default one, which means that you don’t need to include the prefix when referencing tables.

          + + 
           .config("spark.sql.defaultCatalog", "lakefs") \
+
          +
          3. +
        3. +

          Configure the S3A Hadoop FileSystem for lakeFS.

          + + 
           .config("spark.hadoop.fs.s3.impl", "org.apache.hadoop.fs.s3a.S3AFileSystem") \
+ .config("spark.hadoop.fs.s3a.endpoint", lakefsEndPoint) \
+ .config("spark.hadoop.fs.s3a.access.key", lakefsAccessKey) \
+ .config("spark.hadoop.fs.s3a.secret.key", lakefsSecretKey) \
+ .config("spark.hadoop.fs.s3a.path.style.access", "true") \
+
          +
          4. +
        +

        + + + Iceberg and Catalog Metadata Caching + + +

        + + +

        By default, Iceberg caches metadata entries. This can result in unexpected behaviour when working on the same table with different references (such as branches) as it doesn’t invalidate the cache. You can read more about this in more detail here.

        + +

        For this reason it is recommended to disable the cache:

        + +
        .config("spark.sql.catalog.lakefs.cache-enabled", "false") \
+
        +

        + + + Using Iceberg tables with lakeFS + + +

        + + +

        When referencing tables you need to ensure that they have a database specified (as you would anyway), and then a lakeFS reference prefix.

        + +

        A reference is one of:

        + +
          +
        • Branch
          • +
        • Tag
          • +
        • Expression (for example, main~17 means 17 commits before main)
          • +
        + +

        If you have not set your default catalog then you need to include this as a prefix to the lakeFS reference.

        + +

        Here are some examples:

        + +
          +
        • +

          The table db.table1 on the main branch of lakeFS:

          + + 
            SELECT * FROM main.db.table1;
+
          +
          • +
        • +

          The table db.table1 on the dev branch of lakeFS:

          + + 
            SELECT * FROM dev.db.table1;
+
          +
          • +
        • +

          The table db.table1 on the dev branch of lakeFS, configured through the Spark SQL catalog foo:

          + + 
            SELECT * FROM foo.dev.db.table1;
+
          +
          • +
        • +

          One commit previous to the table db.table1 on the dev branch of lakeFS

          + + 
            SELECT * FROM `dev~1`.db.table1;
+
          +
          • +
        • +

          Only committed data on the table db.table1 on the dev branch of lakeFS

          + + 
            SELECT * FROM `dev@`.db.table1;
+
          +
          • +
        +

        + + + Migrating an existing Iceberg Table to lakeFS Catalog + + +

        + + +

        This is done through an incremental copy from the original table into lakeFS.

        + +
          +
        1. Create a new lakeFS repository lakectl repo create lakefs://example-repo <base storage path>
          2. +
        2. +

          Initiate a spark session that can interact with the source iceberg table and the target lakeFS catalog.

          + +

          Here’s an example of Hadoop and S3 session and lakeFS catalog with per-bucket config:

          + + 
           SparkConf conf = new SparkConf();
+ conf.set("spark.hadoop.fs.s3a.path.style.access", "true");
+
+ // set hadoop on S3 config (source tables we want to copy) for spark
+ conf.set("spark.sql.catalog.hadoop_prod", "org.apache.iceberg.spark.SparkCatalog");
+ conf.set("spark.sql.catalog.hadoop_prod.type", "hadoop");
+ conf.set("spark.sql.catalog.hadoop_prod.warehouse", "s3a://my-bucket/warehouse/hadoop/");
+ conf.set("spark.sql.extensions", "org.apache.iceberg.spark.extensions.IcebergSparkSessionExtensions");
+ conf.set("spark.hadoop.fs.s3a.bucket.my-bucket.access.key", "<AWS_ACCESS_KEY>");
+ conf.set("spark.hadoop.fs.s3a.bucket.my-bucket.secret.key", "<AWS_SECRET_KEY>");
+
+ // set lakeFS config (target catalog and repository)
+ conf.set("spark.sql.catalog.lakefs", "org.apache.iceberg.spark.SparkCatalog");
+ conf.set("spark.sql.catalog.lakefs.catalog-impl", "io.lakefs.iceberg.LakeFSCatalog");
+ conf.set("spark.sql.catalog.lakefs.warehouse", "lakefs://example-repo");
+ conf.set("spark.sql.extensions", "org.apache.iceberg.spark.extensions.IcebergSparkSessionExtensions");
+ conf.set("spark.hadoop.fs.s3a.bucket.example-repo.access.key", "<LAKEFS_ACCESS_KEY>");
+ conf.set("spark.hadoop.fs.s3a.bucket.example-repo.secret.key", "<LAKEFS_SECRET_KEY>");
+ conf.set("spark.hadoop.fs.s3a.bucket.example-repo.endpoint"  , "<LAKEFS_ENDPOINT>");
+
          +
          3. +
        3. +

          Create Schema in lakeFS and copy the data

          + +

          Example of copy with spark-sql:

          + + 
           -- Create Iceberg Schema in lakeFS
+ CREATE SCHEMA IF NOT EXISTS <lakefs-catalog>.<branch>.<db>
+ -- Create new iceberg table in lakeFS from the source table (pre-lakeFS)
+ CREATE TABLE IF NOT EXISTS <lakefs-catalog>.<branch>.<db> USING iceberg AS SELECT * FROM <iceberg-original-table>
+
          +
          4. +
        + + + + + + + + +
        +
        + + + + +
        + +
        +
        + + + + + + + + diff --git a/v1.0/integrations/index.html b/v1.0/integrations/index.html new file mode 100644 index 000000000..6cdcf0d73 --- /dev/null +++ b/v1.0/integrations/index.html @@ -0,0 +1,705 @@ + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + +Integrations | lakeFS Documentation + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + Link + + + + + + + Search + + + + + + + Menu + + + + + + + + + + + + Expand + + + + + + Document + + + + + + +
        +
        +
        + + + + + + + + + +
        + + +
        +
        + +
        + + + +
        +
        + + + +
        + +

        + + + Integrations with lakeFS + + +

        + + +

        You can use lakeFS with a wide range of tools and frameworks.

        + +

        lakeFS provides several clients directly, as well as an S3-compatible gateway. This gateway means that if you want to use something with lakeFS, so long as that technology can interface with S3, it can interface with lakeFS.

        + +

        See below for detailed instructions for using different technologies with lakeFS.

        +
        + + + + + + + + + + + + + + + + + + + + + + + + + + + + + +
        airbyte logo
        Airbyte        		athena logo
        Amazon Athena        		sagemaker logo
        Amazon SageMaker        		airflow logo
        Apache Airflow
        apache_hive logo
        Apache Hive        		apache_iceberg logo
        Apache Iceberg        		apache_kafka logo
        Apache Kafka        		apache_spark logo
        Apache Spark
        cli logo
        AWS CLI        		cloudera logo
        Cloudera        		delta lake logo
        Delta Lake
        dremio logo
        Dremio        		duckdb logo
        DuckDB        		glue logo
        Glue / Hive metastore        		kubeflow logo
        Kubeflow
        presto and trino logos
        Presto / Trino        		python logo
        Python        		r logo
        R        		Vertex AI Logo
        Vertex AI
        + +

        If there is a technology not listed here that you would like to use with lakeFS, please drop by our Slack and we’ll help you get started with it.

        + + + + + + + + +
        +
        + + + + +
        + +
        +
        + + + + + + + + diff --git a/v1.0/integrations/kafka.html b/v1.0/integrations/kafka.html new file mode 100644 index 000000000..4e6b40447 --- /dev/null +++ b/v1.0/integrations/kafka.html @@ -0,0 +1,696 @@ + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + +Apache Kafka | lakeFS Documentation + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + Link + + + + + + + Search + + + + + + + Menu + + + + + + + + + + + + Expand + + + + + + Document + + + + + + +
        +
        +
        + + + + + + + + + +
        + + +
        +
        + +
        + + + +
        +
        + + + + + +
        + +

        + + + Using lakeFS with Apache Kafka + + +

        + + +

        Apache Kafka provides a unified, high-throughput, low-latency platform for handling real-time data feeds.

        + +

        Different distributions of Kafka offer different methods for exporting data to S3 called Kafka Sink Connectors.

        + +

        The most commonly used Connector for S3 is Confluent’s S3 Sink Connector.

        + +

        Add the following to connector.properties file for lakeFS support:

        + +
        # Your lakeFS repository
+s3.bucket.name=example-repo
+
+# Your lakeFS S3 endpoint and credentials
+store.url=https://lakefs.example.com
+aws.access.key.id=AKIAIOSFODNN7EXAMPLE
+aws.secret.access.key=wJalrXUtnFEMI/K7MDENG/bPxRfiCYEXAMPLEKEY
+
+# main being the branch we want to write to
+topics.dir=main/topics 
+
        + + + + + + + + +
        +
        + + + + +
        + +
        +
        + + + + + + + + diff --git a/v1.0/integrations/kakfa.html b/v1.0/integrations/kakfa.html new file mode 100644 index 000000000..eb00a20ec --- /dev/null +++ b/v1.0/integrations/kakfa.html @@ -0,0 +1,11 @@ + + + + Redirecting… + + + + +

        Redirecting…

        + Click here if you are not redirected. + diff --git a/v1.0/integrations/kubeflow.html b/v1.0/integrations/kubeflow.html new file mode 100644 index 000000000..b56ee8653 --- /dev/null +++ b/v1.0/integrations/kubeflow.html @@ -0,0 +1,852 @@ + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + +Kubeflow | lakeFS Documentation + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + Link + + + + + + + Search + + + + + + + Menu + + + + + + + + + + + + Expand + + + + + + Document + + + + + + +
        +
        +
        + + + + + + + + + +
        + + +
        +
        + +
        + + + +
        +
        + + + + + +
        + +

        + + + Using lakeFS with Kubeflow pipelines + + +

        + +

        Kubeflow is a project dedicated to making deployments of ML workflows on Kubernetes simple, portable, and scalable. +A Kubeflow pipeline is a portable and scalable definition of an ML workflow composed of steps. Each step in the pipeline is an instance of a component represented as an instance of ContainerOp.

        + +
        +

        + + + Table of contents + + +

        + + +
          +
        1. Add pipeline steps for lakeFS operations
            +
          1. Function-based ContainerOps
            2. +
          2. Non-function-based ContainerOps
            3. +
          +
          2. +
        2. Add the lakeFS steps to your pipeline
            +
          1. Example pipeline
            2. +
          +
          3. +
        + +
        +

        + + + Add pipeline steps for lakeFS operations + + +

        + + +

        To integrate lakeFS into your Kubeflow pipeline, you need to create Kubeflow components that perform lakeFS operations. +Currently, there are two methods to create lakeFS ContainerOps:

        +
          +
        1. Implement a function-based ContainerOp that uses the lakeFS Python API to invoke lakeFS operations.
          2. +
        2. Implement a ContainerOp that uses the lakectl CLI docker image to invoke lakeFS operations.
          3. +
        +

        + + + Function-based ContainerOps + + +

        + + +

        To implement a function-based component that invokes lakeFS operations, +you should use the Python OpenAPI client lakeFS provides. See the example below that demonstrates how to make the client’s package available to your ContainerOp.

        +

        + + + Example operations + + +

        + + +

        Create a new branch: A function-based ContainerOp that creates a branch called example-branch based on the main branch of example-repo.

        + +
        from kfp import components
+
+def create_branch(repo_name, branch_name, source_branch):
+   import lakefs_client
+   from lakefs_client import models
+   from lakefs_client.client import LakeFSClient
+
+   # lakeFS credentials and endpoint
+   configuration = lakefs_client.Configuration()
+   configuration.username = 'AKIAIOSFODNN7EXAMPLE'
+   configuration.password = 'wJalrXUtnFEMI/K7MDENG/bPxRfiCYEXAMPLEKEY'
+   configuration.host = 'https://lakefs.example.com'
+   client = LakeFSClient(configuration)
+
+   client.branches.create_branch(repository=repo_name, branch_creation=models.BranchCreation(name=branch_name, source=source_branch))
+
+# Convert the function to a lakeFS pipeline step.
+create_branch_op = components.func_to_container_op(
+   func=create_branch,
+   packages_to_install=['lakefs_client==<lakeFS version>']) # Type in the lakeFS version you are using
+
        + +

        You can invoke any lakeFS operation supported by lakeFS OpenAPI. For example, you could implement a commit and merge function-based ContainerOps. +Check out the full API reference.

        +

        + + + Non-function-based ContainerOps + + +

        + + +

        To implement a non-function based ContainerOp, you should use the treeverse/lakectl docker image. +With this image, you can run lakectl commands to execute the desired lakeFS operation.

        + +

        For lakectl to work with Kubeflow, you will need to pass your lakeFS configurations as environment variables named:

        + +
          +
        • LAKECTL_CREDENTIALS_ACCESS_KEY_ID: AKIAIOSFODNN7EXAMPLE
          • +
        • LAKECTL_SECRET_ACCESS_KEY: wJalrXUtnFEMI/K7MDENG/bPxRfiCYEXAMPLEKEY
          • +
        • LAKECTL_SERVER_ENDPOINT_URL: https://lakefs.example.com
          • +
        +

        + + + Example operations + + +

        + + +
          +
        1. +

          Commit changes to a branch: A ContainerOp that commits uncommitted changes to example-branch on example-repo.

          + + 
          from kubernetes.client.models import V1EnvVar
+
+def commit_op():
+   return dsl.ContainerOp(
+   name='commit',
+   image='treeverse/lakectl',
+   arguments=['commit', 'lakefs://example-repo/example-branch', '-m', 'commit message']).add_env_variable(V1EnvVar(name='LAKECTL_CREDENTIALS_ACCESS_KEY_ID',value='AKIAIOSFODNN7EXAMPLE')).add_env_variable(V1EnvVar(name='LAKECTL_CREDENTIALS_SECRET_ACCESS_KEY',value='wJalrXUtnFEMI/K7MDENG/bPxRfiCYEXAMPLEKEY')).add_env_variable(V1EnvVar(name='LAKECTL_SERVER_ENDPOINT_URL',value='https://lakefs.example.com'))
+
          +
          2. +
        2. +

          Merge two lakeFS branches: A ContainerOp that merges example-branch into the main branch of example-repo.

          + + 
          def merge_op():
+  return dsl.ContainerOp(
+  name='merge',
+  image='treeverse/lakectl',
+  arguments=['merge', 'lakefs://example-repo/example-branch', 'lakefs://example-repo/main']).add_env_variable(V1EnvVar(name='LAKECTL_CREDENTIALS_ACCESS_KEY_ID',value='AKIAIOSFODNN7EXAMPLE')).add_env_variable(V1EnvVar(name='LAKECTL_CREDENTIALS_SECRET_ACCESS_KEY',value='wJalrXUtnFEMI/K7MDENG/bPxRfiCYEXAMPLEKEY')).add_env_variable(V1EnvVar(name='LAKECTL_SERVER_ENDPOINT_URL',value='https://lakefs.example.com'))
+
          +
          3. +
        + +

        You can invoke any lakeFS operation supported by lakectl by implementing it as a ContainerOp. Check out the complete CLI reference for the list of supported operations.

        + +

        Note +The lakeFS Kubeflow integration that uses lakectl is supported on lakeFS version >= v0.43.0.

        +

        + + + Add the lakeFS steps to your pipeline + + +

        + + +

        Add the steps created in the previous step to your pipeline before compiling it.

        +

        + + + Example pipeline + + +

        + + +

        A pipeline that implements a simple ETL that has steps for branch creation and commits.

        + +
        def lakectl_pipeline():
+   create_branch_task = create_branch_op('example-repo', 'example-branch', 'main') # A function-based component
+   extract_task = example_extract_op()
+   commit_task = commit_op()
+   transform_task = example_transform_op()
+   commit_task = commit_op()
+   load_task = example_load_op()
+
        + +

        Note +It’s recommended to store credentials as Kubernetes secrets and pass them as environment variables to Kubeflow operations using V1EnvVarSource.

        + + + + + + + + +
        +
        + + + + +
        + +
        +
        + + + + + + + + diff --git a/v1.0/integrations/minio.html b/v1.0/integrations/minio.html new file mode 100644 index 000000000..6f52d616c --- /dev/null +++ b/v1.0/integrations/minio.html @@ -0,0 +1,11 @@ + + + + Redirecting… + + + + +

        Redirecting…

        + Click here if you are not redirected. + diff --git a/v1.0/integrations/presto.html b/v1.0/integrations/presto.html new file mode 100644 index 000000000..232d7f8d6 --- /dev/null +++ b/v1.0/integrations/presto.html @@ -0,0 +1,11 @@ + + + + Redirecting… + + + + +

        Redirecting…

        + Click here if you are not redirected. + diff --git a/v1.0/integrations/presto_trino.html b/v1.0/integrations/presto_trino.html new file mode 100644 index 000000000..5390d0a1b --- /dev/null +++ b/v1.0/integrations/presto_trino.html @@ -0,0 +1,849 @@ + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + +Presto / Trino | lakeFS Documentation + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + Link + + + + + + + Search + + + + + + + Menu + + + + + + + + + + + + Expand + + + + + + Document + + + + + + +
        +
        +
        + + + + + + + + + +
        + + +
        +
        + +
        + + + +
        +
        + + + + + +
        + +

        + + + Using lakeFS with Presto/Trino + + +

        + + +

        Presto and Trino are a distributed SQL query engines designed to query large data sets distributed over one or more heterogeneous data sources.

        + +

        Querying data in lakeFS from Presto/Trino is similar to querying data in S3 from Presto/Trino. It is done using the Presto Hive connector or Trino Hive connector.

        + +
        +

        + + + Table of contents + + +

        + + +
          +
        1. Configuration
            +
          1. Configure the Hive connector
            2. +
          2. Configure Hive
            3. +
          +
          2. +
        2. Examples
            +
          1. Example with schema
            2. +
          2. Example with External table
            3. +
          3. Example of copying a table with metastore tools:
            4. +
          +
          3. +
        + +
        + +
        +

        Credentials

        + +

        In the following examples, we set AWS credentials at runtime for clarity. In production, these properties should be set using one of Hadoop’s standard ways of Authenticating with S3.

        +
        +

        + + + Configuration + + +

        + +

        + + + Configure the Hive connector + + +

        + + +

        Create /etc/catalog/hive.properties with the following contents to mount the hive-hadoop2 connector as the Hive catalog, replacing example.net:9083 with the correct host and port for your Hive Metastore Thrift service:

        +
        connector.name=hive-hadoop2
+hive.metastore.uri=thrift://example.net:9083
+
        + +

        Add the lakeFS configurations to /etc/catalog/hive.properties in the corresponding S3 configuration properties:

        +
        hive.s3.aws-access-key=AKIAIOSFODNN7EXAMPLE
+hive.s3.aws-secret-key=wJalrXUtnFEMI/K7MDENG/bPxRfiCYEXAMPLEKEY
+hive.s3.endpoint=https://lakefs.example.com
+hive.s3.path-style-access=true
+
        +

        + + + Configure Hive + + +

        + + +

        Presto/Trino uses Hive Metastore Service (HMS) or a compatible implementation of the Hive Metastore such as AWS Glue Data Catalog to write data to S3. +In case you are using Hive Metastore, you will need to configure Hive as well.

        + +

        In file hive-site.xml add to the configuration:

        +
        <configuration>
+    ...
+    <property>
+        <name>fs.s3a.access.key</name>
+        <value>AKIAIOSFODNN7EXAMPLE</value></property>
+    <property>
+        <name>fs.s3a.secret.key</name>
+        <value>wJalrXUtnFEMI/K7MDENG/bPxRfiCYEXAMPLEKEY</value>
+    </property>
+    <property>
+        <name>fs.s3a.endpoint</name>
+        <value>https://lakefs.example.com</value>
+    </property>
+    <property>
+        <name>fs.s3a.path.style.access</name>
+        <value>true</value>
+    </property>
+</configuration>
+
        +

        + + + Examples + + +

        + + +

        Here are some examples based on examples from the Presto Hive connector examples and Trino Hive connector examples

        +

        + + + Example with schema + + +

        + + +

        Create a new schema named main that will store tables in a lakeFS repository named example branch: master:

        +
        CREATE SCHEMA main
+WITH (location = 's3a://example/main')
+
        + +

        Create a new Hive table named page_views in the web schema stored using the ORC file format, + partitioned by date and country, and bucketed by user into 50 buckets (note that Hive requires the partition columns to be the last columns in the table):

        +
        CREATE TABLE main.page_views (
+  view_time timestamp,
+  user_id bigint,
+  page_url varchar,
+  ds date,
+  country varchar
+)
+WITH (
+  format = 'ORC',
+  partitioned_by = ARRAY['ds', 'country'],
+  bucketed_by = ARRAY['user_id'],
+  bucket_count = 50
+)
+
        +

        + + + Example with External table + + +

        + + +

        Create an external Hive table named request_logs that points at existing data in lakeFS:

        + +
        CREATE TABLE main.request_logs (
+  request_time timestamp,
+  url varchar,
+  ip varchar,
+  user_agent varchar
+)
+WITH (
+  format = 'TEXTFILE',
+  external_location = 's3a://example/main/data/logs/'
+)
+
        +

        + + + Example of copying a table with metastore tools: + + +

        + + +

        Deprecated Feature: Having heard the feedback from the community, we are planning to replace the below manual steps with an automated process. +You can read more about it here.

        + +

        Copy the created table page_views on schema main to schema example_branch with location s3a://example/example_branch/page_views/

        +
        lakectl metastore copy --from-schema main --from-table page_views --to-branch example_branch 
+
        + + + + + + + + +
        +
        + + + + +
        + +
        +
        + + + + + + + + diff --git a/v1.0/integrations/python.html b/v1.0/integrations/python.html new file mode 100644 index 000000000..e975870b8 --- /dev/null +++ b/v1.0/integrations/python.html @@ -0,0 +1,1025 @@ + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + +Python | lakeFS Documentation + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + Link + + + + + + + Search + + + + + + + Menu + + + + + + + + + + + + Expand + + + + + + Document + + + + + + +
        +
        +
        + + + + + + + + + +
        + + +
        +
        + +
        + + + +
        +
        + + + + + +
        + +

        + + + Use Python to interact with your objects on lakeFS + + +

        + + +
        +

        + + + Table of contents + + +

        + + +
          +
        1. Using the lakeFS SDK
            +
          1. Installing
            2. +
          2. Initializing
            3. +
          3. Usage Examples
            4. +
          4. Python Client documentation
            5. +
          5. Full API reference
            6. +
          +
          2. +
        2. Using Boto
            +
          1. Initializing
            2. +
          2. Usage Examples
            3. +
          +
          3. +
        + +
        + +

        There are two primary ways to work with lakeFS from Python:

        + +
          +
        • Use Boto to perform object operations through the lakeFS S3 gateway.
          • +
        • Use the lakeFS SDK to perform versioning and other lakeFS-specific operations.
          • +
        +

        + + + Using the lakeFS SDK + + +

        + +

        + + + Installing + + +

        + + +

        Install the Python client using pip:

        + +
        pip install 'lakefs_client==<lakeFS version>'
+
        +

        + + + Initializing + + +

        + + +

        Here’s how to instantiate a client:

        + +
        import lakefs_client
+from lakefs_client import models
+from lakefs_client.client import LakeFSClient
+
+# lakeFS credentials and endpoint
+configuration = lakefs_client.Configuration()
+configuration.username = 'AKIAIOSFODNN7EXAMPLE'
+configuration.password = 'wJalrXUtnFEMI/K7MDENG/bPxRfiCYEXAMPLEKEY'
+configuration.host = 'http://localhost:8000'
+
+client = LakeFSClient(configuration)
+
        + +

        For testing SSL endpoints you may wish to use a self-signed certificate. If you do this and receive an SSL: CERTIFICATE_VERIFY_FAILED error message you might add the following configuration to your client:

        + +
        configuration.verify_ssl = False
+
        + +

        This setting allows well-known “man-in-the-middle”, +impersonation, and credential stealing attacks. Never use this in any +production setting.

        + +

        Optionally, to enable communication via proxies, simply set the proxy configuration:

        + +
        configuration.ssl_ca_cert = <path to a file of concatenated CA certificates in PEM format> # Set this to customize the certificate file to verify the peer
+configuration.proxy = <proxy server URL>
+
        +

        + + + Usage Examples + + +

        + + +

        Now that you have a client object, you can use it to interact with the API.

        +

        + + + Creating a repository + + +

        + + +
        repo = models.RepositoryCreation(name='example-repo', storage_namespace='s3://storage-bucket/repos/example-repo', default_branch='main')
+client.repositories_api.create_repository(repo)
+# output:
+# {'creation_date': 1617532175,
+#  'default_branch': 'main',
+#  'id': 'example-repo',
+#  'storage_namespace': 's3://storage-bucket/repos/example-repo'}
+
        +

        + + + Creating a branch, uploading files, committing changes + + +

        + + +

        List the repository branches:

        + +
        client.branches_api.list_branches('example-repo')
+# output:
+# [{'commit_id': 'cdd673a4c5f42d33acdf3505ecce08e4d839775485990d231507f586ebe97656', 'id': 'main'}]
+
        + +

        Create a new branch:

        + +
        client.branches_api.create_branch(repository='example-repo', branch_creation=models.BranchCreation(name='experiment-aggregations1', source='main'))
+# output:
+# 'cdd673a4c5f42d33acdf3505ecce08e4d839775485990d231507f586ebe97656'
+
        + +

        List again to see your newly created branch:

        + +
        client.branches_api.list_branches('example-repo').results
+# output:
+# [{'commit_id': 'cdd673a4c5f42d33acdf3505ecce08e4d839775485990d231507f586ebe97656', 'id': 'experiment-aggregations1'}, {'commit_id': 'cdd673a4c5f42d33acdf3505ecce08e4d839775485990d231507f586ebe97656', 'id': 'main'}]
+
        + +

        Great. Now, let’s upload a file into your new branch:

        + +
        with open('file.csv', 'rb') as f:
+    client.objects_api.upload_object(repository='example-repo', branch='experiment-aggregations1', path='path/to/file.csv', content=f)
+# output:
+# {'checksum': '0d3b39380e2500a0f60fb3c09796fdba',
+#  'mtime': 1617534834,
+#  'path': 'path/to/file.csv',
+#  'path_type': 'object',
+#  'physical_address': 'local://example-repo/1865650a296c42e28183ad08e9b068a3',
+#  'size_bytes': 18}
+
        + +

        Diffing a single branch will show all the uncommitted changes on that branch:

        + +
        client.branches_api.diff_branch(repository='example-repo', branch='experiment-aggregations1').results
+# output:
+# [{'path': 'path/to/file.csv', 'path_type': 'object', 'type': 'added'}]
+
        + +

        As expected, our change appears here. Let’s commit it and attach some arbitrary metadata:

        + +
        client.commits_api.commit(
+    repository='example-repo',
+    branch='experiment-aggregations1',
+    commit_creation=models.CommitCreation(message='Added a CSV file!', metadata={'using': 'python_api'}))
+# output:
+# {'committer': 'barak',
+#  'creation_date': 1617535120,
+#  'id': 'e80899a5709509c2daf797c69a6118be14733099f5928c14d6b65c9ac2ac841b',
+#  'message': 'Added a CSV file!',
+#  'meta_range_id': '',
+#  'metadata': {'using': 'python_api'},
+#  'parents': ['cdd673a4c5f42d33acdf3505ecce08e4d839775485990d231507f586ebe97656']}
+
        + +

        Diffing again, this time there should be no uncommitted files:

        + +
        client.branches_api.diff_branch(repository='example-repo', branch='experiment-aggregations1').results
+# output:
+# []
+
        +

        + + + Merging changes from a branch into main + + +

        + + +

        Let’s diff between your branch and the main branch:

        + +
        client.refs_api.diff_refs(repository='example-repo', left_ref='main', right_ref='experiment-aggregations1').results
+# output:
+# [{'path': 'path/to/file.csv', 'path_type': 'object', 'type': 'added'}]
+
+
        + +

        Looks like you have a change. Let’s merge it:

        + +
        client.refs_api.merge_into_branch(repository='example-repo', source_ref='experiment-aggregations1', destination_branch='main')
+# output:
+# {'reference': 'd0414a3311a8c1cef1ef355d6aca40db72abe545e216648fe853e25db788fa2e',
+#  'summary': {'added': 1, 'changed': 0, 'conflict': 0, 'removed': 0}}
+
        + +

        Let’s diff again - there should be no changes as all changes are on our main branch already:

        + +
        client.refs_api.diff_refs(repository='example-repo', left_ref='main', right_ref='experiment-aggregations1').results
+# output:
+# []
+
        +

        + + + Python Client documentation + + +

        + + +

        For the documentation of lakeFS’s Python package, see https://pydocs.lakefs.io

        +

        + + + Full API reference + + +

        + + +

        For a full reference of the lakeFS API, see lakeFS API

        +

        + + + Using Boto + + +

        + + +

        💡 To use Boto with lakeFS alongside S3, check out Boto S3 Router. It will route +requests to either S3 or lakeFS according to the provided bucket name.

        + +

        lakeFS exposes an S3-compatible API, so you can use Boto to interact with your objects on lakeFS.

        +

        + + + Initializing + + +

        + + +

        Create a Boto3 S3 client with your lakeFS endpoint and key-pair:

        +
        import boto3
+s3 = boto3.client('s3',
+    endpoint_url='https://lakefs.example.com',
+    aws_access_key_id='AKIAIOSFODNN7EXAMPLE',
+    aws_secret_access_key='wJalrXUtnFEMI/K7MDENG/bPxRfiCYEXAMPLEKEY')
+
        + +

        The client is now configured to operate on your lakeFS installation.

        +

        + + + Usage Examples + + +

        + +

        + + + Put an object into lakeFS + + +

        + + +

        Use a branch name and a path to put an object in lakeFS:

        + +
        with open('/local/path/to/file_0', 'rb') as f:
+    s3.put_object(Body=f, Bucket='example-repo', Key='main/example-file.parquet')
+
        + +

        You can now commit this change using the lakeFS UI or CLI.

        +

        + + + List objects + + +

        + + +

        List the branch objects starting with a prefix:

        + +
        list_resp = s3.list_objects_v2(Bucket='example-repo', Prefix='main/example-prefix')
+for obj in list_resp['Contents']:
+    print(obj['Key'])
+
        + +

        Or, use a lakeFS commit ID to list objects for a specific commit:

        + +
        list_resp = s3.list_objects_v2(Bucket='example-repo', Prefix='c7a632d74f/example-prefix')
+for obj in list_resp['Contents']:
+    print(obj['Key'])
+
        +

        + + + Get object metadata + + +

        + + +

        Get object metadata using branch and path:

        +
        s3.head_object(Bucket='example-repo', Key='main/example-file.parquet')
+# output:
+# {'ResponseMetadata': {'RequestId': '72A9EBD1210E90FA',
+#  'HostId': '',
+#  'HTTPStatusCode': 200,
+#  'HTTPHeaders': {'accept-ranges': 'bytes',
+#   'content-length': '1024',
+#   'etag': '"2398bc5880e535c61f7624ad6f138d62"',
+#   'last-modified': 'Sun, 24 May 2020 10:42:24 GMT',
+#   'x-amz-request-id': '72A9EBD1210E90FA',
+#   'date': 'Sun, 24 May 2020 10:45:42 GMT'},
+#  'RetryAttempts': 0},
+# 'AcceptRanges': 'bytes',
+# 'LastModified': datetime.datetime(2020, 5, 24, 10, 42, 24, tzinfo=tzutc()),
+# 'ContentLength': 1024,
+# 'ETag': '"2398bc5880e535c61f7624ad6f138d62"',
+# 'Metadata': {}}
+
        + + + + + + + + +
        +
        + + + + +
        + +
        +
        + + + + + + + + diff --git a/v1.0/integrations/r.html b/v1.0/integrations/r.html new file mode 100644 index 000000000..72d026ee5 --- /dev/null +++ b/v1.0/integrations/r.html @@ -0,0 +1,969 @@ + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + +R | lakeFS Documentation + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + Link + + + + + + + Search + + + + + + + Menu + + + + + + + + + + + + Expand + + + + + + Document + + + + + + +
        +
        +
        + + + + + + + + + +
        + + +
        +
        + +
        + + + +
        +
        + + + + + +
        + +

        + + + Using R with lakeFS + + +

        + + +

        R is a powerful language used widely in data science. lakeFS interfaces with R in two ways:

        + +
          +
        • To read and write data in lakeFS use standard S3 tools such as the aws.s3 library. lakeFS has a S3 gateway which presents a lakeFS repository as an S3 bucket.
          • +
        • For working with lakeFS operations such as branches and commits use the API for which can be accessed from R using the httr library.
          • +
        + +

        To see examples of R in action with lakeFS please visit the lakeFS-samples repository and the sample notebooks.

        + +
        +

        + + + Table of contents + + +

        + + +
          +
        1. Reading and Writing from lakeFS with R
          2. +
        2. Performing lakeFS Operations using the lakeFS API from R
          3. +
        + +
        +

        + + + Reading and Writing from lakeFS with R + + +

        + + +

        Working with data stored in lakeFS from R is the same as you would with an S3 bucket, via the S3 Gateway that lakeFS provides.

        + +

        You can use any library that interfaces with S3. In this example we’ll use the aws.s3 library.

        + +
        install.packages(c("aws.s3"))
+library(aws.s3)
+
        +

        + + + Configuration + + +

        + + +

        The R S3 client documentation includes full details of the configuration options available. A good approach for using it with lakeFS set the endpoint and authentication details as environment variables:

        + +
        Sys.setenv("AWS_ACCESS_KEY_ID" = "AKIAIOSFODNN7EXAMPLE",
+           "AWS_SECRET_ACCESS_KEY" = "wJalrXUtnFEMI/K7MDENG/bPxRfiCYEXAMPLEKEY",
+           "AWS_S3_ENDPOINT" = "lakefs.mycorp.com:8000")
+
        + +

        Note: it is generally best practice to set these environment variables outside of the R script; it is done so here for convenience of the example.

        + +

        In conjunction with this you must also specify region and use_https in each call of an aws.s3 function as these cannot be set globally. For example:

        + +
        bucketlist(
+    region = "",
+    use_https = FALSE
+    )
+
        + +
          +
        • region should always be empty
          • +
        • use_https should be set to TRUE or FALSE depending on whether your lakeFS endpoint uses HTTPS.
          • +
        +

        + + + Listing repositories + + +

        + + +

        The S3 gateway exposes a repository as a bucket, and so using the aws.s3 function bucketlist will return a list of available repositories on lakeFS:

        + +
        bucketlist(
+    region = "",
+    use_https = FALSE
+    )
+
        +

        + + + Writing to lakeFS from R + + +

        + + +

        Assuming you’re using the aws.s3 library there various functions available including s3save, s3saveRDS, and put_object. Here’s an example of writing an R object to lakeFS:

        + +
        repo_name <- "example"
+branch <- "development"
+
+s3saveRDS(x=my_df, 
+          bucket = repo_name, 
+          object = paste0(branch,"/my_df.R"), 
+          region = "",
+          use_https = FALSE)
+
        + +

        You can also upload local files to lakeFS using R and the put_object function:

        + +
        repo_name <- "example"
+branch <- "development"
+local_file <- "/tmp/never.gonna"
+
+put_object(file = local_file, 
+           bucket = repo_name, 
+           object = paste0(branch,"/give/you/up"),
+           region = "",
+           use_https = FALSE)
+
        +

        + + + Reading from lakeFS with R + + +

        + + +

        As with writing data from R to lakeFS, there is a similar set of functions for reading data. These include s3load, s3readRDS, and get_object. Here’s an example of reading an R object from lakeFS:

        + +
        repo_name <- "example"
+branch <- "development"
+
+my_df <- s3readRDS(bucket = repo_name, 
+                   object = paste0(branch,"/my_data.R"),
+                   region = "",
+                   use_https = FALSE)
+
        +

        + + + Listing Objects + + +

        + + +

        In general you should always specify a branch prefix when listing objects. Here’s an example to list the main branch in the quickstart repository:

        + +
        get_bucket_df(bucket = "quickstart",
+              prefix = "main/",
+              region = "",
+              use_https = FALSE)
+
        + +

        When listing objects in lakeFS there is a special case which is the repository/bucket level. When you list at this level you will get the branches returned as folders. These are not listed recursively, unless you list something under the branch. To understand more about this please refer to #5441

        +

        + + + Working with Arrow + + +

        + + +

        Arrow’s R library includes powerful support for data analysis, including reading and writing multiple file formats including Parquet, Arrow, CSV, and JSON. It has functionality for connecting to S3, and thus integrates perfectly with lakeFS.

        + +

        To start with install and load the library

        + +
        install.packages("arrow")
+library(arrow)
+
        + +

        Then create an S3FileSystem object to connect to your lakeFS instance

        + +
        lakefs <- S3FileSystem$create(
+    endpoint_override = "lakefs.mycorp.com:8000",
+    scheme = "http"
+    access_key = "AKIAIOSFODNN7EXAMPLE", 
+    secret_key = "wJalrXUtnFEMI/K7MDENG/bPxRfiCYEXAMPLEKEY", 
+    region = "",
+)
+
        + +

        From here you can list the contents of a particular lakeFS repository and branch

        + +
        lakefs$ls(path = "quickstart/main")
+
        + +

        To read a Parquet from lakeFS with R use the read_parquet function

        + +
        lakes <- read_parquet(lakefs$path("quickstart/main/lakes.parquet"))
+
        + +

        Writing a file follows a similar pattern. Here is rewriting the same file as above but in Arrow format

        + +
        write_feather(x = lakes,
+              sink = lakefs$path("quickstart/main/lakes.arrow"))
+
        +

        + + + Performing lakeFS Operations using the lakeFS API from R + + +

        + + +

        As well as reading and writing data, you will also want to carry out lakeFS operations from R including creating branches, committing data, and more.

        + +

        To do this call the lakeFS API from the httr library. You should refer to the API documentation for full details of the endpoints and their behaviour. Below are a few examples to illustrate the usage.

        +

        + + + Check the lakeFS Server Version + + +

        + + +

        This is a useful API call to establish connectivity and test authentication.

        + +
        library(httr)
+lakefs_api_url <- "lakefs.mycorp.com:8000/api/v1"
+lakefsAccessKey <- "AKIAIOSFODNN7EXAMPLE"
+lakefsSecretKey <- "wJalrXUtnFEMI/K7MDENG/bPxRfiCYEXAMPLEKEY"
+
+r=GET(url=paste0(lakefs_api_url, "/config/version"), 
+      authenticate(lakefsAccessKey, lakefsSecretKey))
+
        + +

        The returned object r can be inspected to determine the outcome of the operation by comparing it to the status codes specified in the API. Here is some example R code to demonstrate the idea:

        + +
        if (r$status_code == 200) {
+    print(paste0("✅lakeFS credentials and connectivity verified. ℹ️lakeFS version ",content(r)$version))   
+} else {
+    print("🛑 failed to get lakeFS version")
+    print(content(r)$message)
+}
+
        +

        + + + Create a Repository + + +

        + + +
        library(httr)
+lakefs_api_url <- "lakefs.mycorp.com:8000/api/v1"
+lakefsAccessKey <- "AKIAIOSFODNN7EXAMPLE"
+lakefsSecretKey <- "wJalrXUtnFEMI/K7MDENG/bPxRfiCYEXAMPLEKEY"
+repo_name <- "my_new_repo"
+
+# Define the payload
+body=list(name=repo_name, 
+          storage_namespace="s3://example-bucket/foo")
+
+# Call the API
+r=POST(url=paste0(lakefs_api_url, "/repositories"), 
+        authenticate(lakefsAccessKey, lakefsSecretKey),
+        body=body, encode="json")
+
        +

        + + + Commit Data + + +

        + + +
        library(httr)
+lakefs_api_url <- "lakefs.mycorp.com:8000/api/v1"
+lakefsAccessKey <- "AKIAIOSFODNN7EXAMPLE"
+lakefsSecretKey <- "wJalrXUtnFEMI/K7MDENG/bPxRfiCYEXAMPLEKEY"
+repo_name <- "my_new_repo"
+branch <- "example"
+
+# Define the payload
+body=list(message="add some data and charts", 
+          metadata=list(
+              client="httr", 
+              author="rmoff"))
+
+# Call the API
+r=POST(url=paste0(lakefs_api_url, "/repositories/", repo_name, "/branches/", branch, "/commits"), 
+       authenticate(lakefsAccessKey, lakefsSecretKey),
+       body=body, encode="json")
+
        + + + + + + + + +
        +
        + + + + +
        + +
        +
        + + + + + + + + diff --git a/v1.0/integrations/rclone.html b/v1.0/integrations/rclone.html new file mode 100644 index 000000000..477b390e2 --- /dev/null +++ b/v1.0/integrations/rclone.html @@ -0,0 +1,11 @@ + + + + Redirecting… + + + + +

        Redirecting…

        + Click here if you are not redirected. + diff --git a/v1.0/integrations/sagemaker.html b/v1.0/integrations/sagemaker.html new file mode 100644 index 000000000..5bb2ebb46 --- /dev/null +++ b/v1.0/integrations/sagemaker.html @@ -0,0 +1,778 @@ + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + +Amazon SageMaker | lakeFS Documentation + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + Link + + + + + + + Search + + + + + + + Menu + + + + + + + + + + + + Expand + + + + + + Document + + + + + + +
        +
        +
        + + + + + + + + + +
        + + +
        +
        + +
        + + + +
        +
        + + + + + +
        + +

        + + + Using lakeFS with Amazon SageMaker + + +

        + +

        Amazon SageMaker helps to prepare, build, train and deploy ML models quickly by bringing together a broad set of capabilities purpose-built for ML.

        + +
        +

        + + + Table of contents + + +

        + + +
          +
        1. Initializing session and client
          2. +
        2. Usage Examples
          3. +
        + +
        +

        + + + Initializing session and client + + +

        + + +

        Initialize a Sagemaker session and an S3 client with lakeFS as the endpoint:

        +
        import sagemaker
+import boto3
+
+endpoint_url = '<LAKEFS_ENDPOINT>'
+aws_access_key_id = '<LAKEFS_ACCESS_KEY_ID>'
+aws_secret_access_key = '<LAKEFS_SECRET_ACCESS_KEY>'
+repo = 'example-repo'
+
+sm = boto3.client('sagemaker',
+    endpoint_url=endpoint_url,
+    aws_access_key_id=aws_access_key_id,
+    aws_secret_access_key=aws_secret_access_key)
+
+s3_resource = boto3.resource('s3',
+    endpoint_url=endpoint_url,
+    aws_access_key_id=aws_access_key_id,
+    aws_secret_access_key=aws_secret_access_key)
+
+session = sagemaker.Session(boto3.Session(), sagemaker_client=sm, default_bucket=repo)
+session.s3_resource = s3_resource
+
        +

        + + + Usage Examples + + +

        + +

        + + + Upload train and test data + + +

        + + +

        Let’s use the created session for uploading data to the ‘main’ branch:

        + +
        prefix = "/prefix-within-branch"
+branch = 'main'
+
+train_file = 'train_data.csv';
+train_data.to_csv(train_file, index=False, header=True)
+train_data_s3_path = session.upload_data(path=train_file, key_prefix=branch + prefix + "/train")
+
+test_file = 'test_data.csv';
+test_data_no_target.to_csv(test_file, index=False, header=False)
+test_data_s3_path = session.upload_data(path=test_file, key_prefix=branch + prefix + "/test")
+
        +

        + + + Download objects + + +

        + + +

        You can use the integration with lakeFS to download a portion of the data you see fit:

        + +
        repo = 'example-repo'
+prefix = "/prefix-to-download"
+branch = 'main'
+localpath = './' + branch
+
+session.download_data(path=localpath, bucket=repo, key_prefix = branch + prefix)
+
        + +

        Note: +Advanced AWS SageMaker features, like Autopilot jobs, are encapsulated and don’t have the option to override the S3 endpoint. +However, it is possible to export the required inputs from lakeFS to S3. +
        If you’re using SageMaker features that aren’t supported by lakeFS, we’d love to hear from you.

        + + + + + + + + +
        +
        + + + + +
        + +
        +
        + + + + + + + + diff --git a/v1.0/integrations/spark.html b/v1.0/integrations/spark.html new file mode 100644 index 000000000..ef1ff7e49 --- /dev/null +++ b/v1.0/integrations/spark.html @@ -0,0 +1,1409 @@ + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + +Apache Spark | lakeFS Documentation + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + Link + + + + + + + Search + + + + + + + Menu + + + + + + + + + + + + Expand + + + + + + Document + + + + + + +
        +
        +
        + + + + + + + + + +
        + + +
        +
        + +
        + + + +
        +
        + + + + + +
        + +

        + + + Using lakeFS with Apache Spark + + +

        + + +

        There are several ways to use lakeFS with Spark:

        + + + +

        See how SimilarWeb is using lakeFS with Spark to manage algorithm changes in data pipelines.

        + +
        +

        + + + Table of contents + + +

        + + +
          +
        1. S3-compatible API
          2. +
        2. lakeFS Hadoop FileSystem
          3. +
        3. Hadoop FileSystem in Presigned mode
          4. +
        + +
        +

        + + + S3-compatible API + + +

        + + +

        lakeFS has an S3-compatible endpoint which you can point Spark at to get started quickly.

        + +

        You will access your data using S3-style URIs, e.g. s3a://example-repo/example-branch/example-table.

        + +

        You can use the S3-compatible API regardless of where your data is hosted.

        +

        + + + Configuration + + +

        + + +

        To configure Spark to work with lakeFS, we set S3A Hadoop configuration to the lakeFS endpoint and credentials:

        + +
          +
        • fs.s3a.access.key: lakeFS access key
          • +
        • fs.s3a.secret.key: lakeFS secret key
          • +
        • fs.s3a.endpoint: lakeFS S3-compatible API endpoint (e.g. https://example-org.us-east-1.lakefscloud.io)
          • +
        • fs.s3a.path.style.access: true
          • +
        + +

        Here is how to do it:

        +
        + +
        + 
        spark-shell --conf spark.hadoop.fs.s3a.access.key='AKIAlakefs12345EXAMPLE' \
+              --conf spark.hadoop.fs.s3a.secret.key='abc/lakefs/1234567bPxRfiCYEXAMPLEKEY' \
+              --conf spark.hadoop.fs.s3a.path.style.access=true \
+              --conf spark.hadoop.fs.s3a.endpoint='https://example-org.us-east-1.lakefscloud.io' ...
+
        +
        +
        + 
        spark.sparkContext.hadoopConfiguration.set("fs.s3a.access.key", "AKIAlakefs12345EXAMPLE")
+spark.sparkContext.hadoopConfiguration.set("fs.s3a.secret.key", "abc/lakefs/1234567bPxRfiCYEXAMPLEKEY")
+spark.sparkContext.hadoopConfiguration.set("fs.s3a.endpoint", "https://example-org.us-east-1.lakefscloud.io")
+spark.sparkContext.hadoopConfiguration.set("fs.s3a.path.style.access", "true")
+
        +
        +
        +

        Add these into a configuration file, e.g. $SPARK_HOME/conf/hdfs-site.xml:

        + 
        <?xml version="1.0"?>
+<configuration>
+    <property>
+        <name>fs.s3a.access.key</name>
+        <value>AKIAlakefs12345EXAMPLE</value>
+    </property>
+    <property>
+            <name>fs.s3a.secret.key</name>
+            <value>abc/lakefs/1234567bPxRfiCYEXAMPLEKEY</value>
+    </property>
+    <property>
+        <name>fs.s3a.endpoint</name>
+        <value>https://example-org.us-east-1.lakefscloud.io</value>
+    </property>
+    <property>
+        <name>fs.s3a.path.style.access</name>
+        <value>true</value>
+    </property>
+</configuration>
+
        +
        +
        +

        Use the below configuration when creating the cluster. You may delete any app configuration that is not suitable for your use case:

        + + 
        [
+  {
+    "Classification": "spark-defaults",
+    "Properties": {
+      "spark.sql.catalogImplementation": "hive"
+    }
+  },
+  {
+    "Classification": "core-site",
+    "Properties": {
+        "fs.s3.access.key": "AKIAIOSFODNN7EXAMPLE",
+        "fs.s3.secret.key": "wJalrXUtnFEMI/K7MDENG/bPxRfiCYEXAMPLEKEY",
+        "fs.s3.endpoint": "https://example-org.us-east-1.lakefscloud.io",
+        "fs.s3.path.style.access": "true",
+        "fs.s3a.access.key": "AKIAIOSFODNN7EXAMPLE",
+        "fs.s3a.secret.key": "wJalrXUtnFEMI/K7MDENG/bPxRfiCYEXAMPLEKEY",
+        "fs.s3a.endpoint": "https://example-org.us-east-1.lakefscloud.io",
+        "fs.s3a.path.style.access": "true"
+    }
+  },
+  {
+    "Classification": "emrfs-site",
+    "Properties": {
+        "fs.s3.access.key": "AKIAIOSFODNN7EXAMPLE",
+        "fs.s3.secret.key": "wJalrXUtnFEMI/K7MDENG/bPxRfiCYEXAMPLEKEY",
+        "fs.s3.endpoint": "https://example-org.us-east-1.lakefscloud.io",
+        "fs.s3.path.style.access": "true",
+        "fs.s3a.access.key": "AKIAIOSFODNN7EXAMPLE",
+        "fs.s3a.secret.key": "wJalrXUtnFEMI/K7MDENG/bPxRfiCYEXAMPLEKEY",
+        "fs.s3a.endpoint": "https://example-org.us-east-1.lakefscloud.io",
+        "fs.s3a.path.style.access": "true"
+    }
+  },
+  {
+    "Classification": "presto-connector-hive",
+    "Properties": {
+        "hive.s3.aws-access-key": "AKIAIOSFODNN7EXAMPLE",
+        "hive.s3.aws-secret-key": "wJalrXUtnFEMI/K7MDENG/bPxRfiCYEXAMPLEKEY",
+        "hive.s3.endpoint": "https://example-org.us-east-1.lakefscloud.io",
+        "hive.s3.path-style-access": "true",
+        "hive.s3-file-system-type": "PRESTO"
+    }
+  },
+  {
+    "Classification": "hive-site",
+    "Properties": {
+        "fs.s3.access.key": "AKIAIOSFODNN7EXAMPLE",
+        "fs.s3.secret.key": "wJalrXUtnFEMI/K7MDENG/bPxRfiCYEXAMPLEKEY",
+        "fs.s3.endpoint": "https://example-org.us-east-1.lakefscloud.io",
+        "fs.s3.path.style.access": "true",
+        "fs.s3a.access.key": "AKIAIOSFODNN7EXAMPLE",
+        "fs.s3a.secret.key": "wJalrXUtnFEMI/K7MDENG/bPxRfiCYEXAMPLEKEY",
+        "fs.s3a.endpoint": "https://example-org.us-east-1.lakefscloud.io",
+        "fs.s3a.path.style.access": "true"
+    }
+  },
+  {
+    "Classification": "hdfs-site",
+    "Properties": {
+        "fs.s3.access.key": "AKIAIOSFODNN7EXAMPLE",
+        "fs.s3.secret.key": "wJalrXUtnFEMI/K7MDENG/bPxRfiCYEXAMPLEKEY",
+        "fs.s3.endpoint": "https://example-org.us-east-1.lakefscloud.io",
+        "fs.s3.path.style.access": "true",
+        "fs.s3a.access.key": "AKIAIOSFODNN7EXAMPLE",
+        "fs.s3a.secret.key": "wJalrXUtnFEMI/K7MDENG/bPxRfiCYEXAMPLEKEY",
+        "fs.s3a.endpoint": "https://example-org.us-east-1.lakefscloud.io",
+        "fs.s3a.path.style.access": "true"
+    }
+  },
+  {
+    "Classification": "mapred-site",
+    "Properties": {
+        "fs.s3.access.key": "AKIAIOSFODNN7EXAMPLE",
+        "fs.s3.secret.key": "wJalrXUtnFEMI/K7MDENG/bPxRfiCYEXAMPLEKEY",
+        "fs.s3.endpoint": "https://example-org.us-east-1.lakefscloud.io",
+        "fs.s3.path.style.access": "true",
+        "fs.s3a.access.key": "AKIAIOSFODNN7EXAMPLE",
+        "fs.s3a.secret.key": "wJalrXUtnFEMI/K7MDENG/bPxRfiCYEXAMPLEKEY",
+        "fs.s3a.endpoint": "https://example-org.us-east-1.lakefscloud.io",
+        "fs.s3a.path.style.access": "true"
+    }
+  }
+]
+
        + +

        Alternatively, you can pass these configuration values when adding a step.

        + +

        For example:

        + + 
        aws emr add-steps --cluster-id j-197B3AEGQ9XE4 \
+  --steps="Type=Spark,Name=SparkApplication,ActionOnFailure=CONTINUE, \
+  Args=[--conf,spark.hadoop.fs.s3a.access.key=AKIAIOSFODNN7EXAMPLE, \
+  --conf,spark.hadoop.fs.s3a.secret.key=wJalrXUtnFEMI/K7MDENG/bPxRfiCYEXAMPLEKEY, \
+  --conf,spark.hadoop.fs.s3a.endpoint=https://example-org.us-east-1.lakefscloud.io, \
+  --conf,spark.hadoop.fs.s3a.path.style.access=true, \
+  s3a://<lakefs-repo>/<lakefs-branch>/path/to/jar]"
+
        + +
        +
        +

        + + + Per-bucket configuration + + +

        + + +

        The above configuration will use lakeFS as the sole S3 endpoint. To use lakeFS in parallel with S3, you can configure Spark to use lakeFS only for specific bucket names. +For example, to configure only example-repo to use lakeFS, set the following configurations:

        + +
        + +
        + 
        spark-shell --conf spark.hadoop.fs.s3a.bucket.example-repo.access.key='AKIAlakefs12345EXAMPLE' \
+              --conf spark.hadoop.fs.s3a.bucket.example-repo.secret.key='abc/lakefs/1234567bPxRfiCYEXAMPLEKEY' \
+              --conf spark.hadoop.fs.s3a.bucket.example-repo.endpoint='https://example-org.us-east-1.lakefscloud.io' \
+              --conf spark.hadoop.fs.s3a.path.style.access=true
+
        +
        +
        + 
        spark.sparkContext.hadoopConfiguration.set("fs.s3a.bucket.example-repo.access.key", "AKIAlakefs12345EXAMPLE")
+spark.sparkContext.hadoopConfiguration.set("fs.s3a.bucket.example-repo.secret.key", "abc/lakefs/1234567bPxRfiCYEXAMPLEKEY")
+spark.sparkContext.hadoopConfiguration.set("fs.s3a.bucket.example-repo.endpoint", "https://example-org.us-east-1.lakefscloud.io")
+spark.sparkContext.hadoopConfiguration.set("fs.s3a.path.style.access", "true")
+
        +
        +
        +

        Add these into a configuration file, e.g. $SPARK_HOME/conf/hdfs-site.xml:

        + 
        <?xml version="1.0"?>
+<configuration>
+    <property>
+        <name>fs.s3a.bucket.example-repo.access.key</name>
+        <value>AKIAlakefs12345EXAMPLE</value>
+    </property>
+    <property>
+        <name>fs.s3a.bucket.example-repo.secret.key</name>
+        <value>abc/lakefs/1234567bPxRfiCYEXAMPLEKEY</value>
+    </property>
+    <property>
+        <name>fs.s3a.bucket.example-repo.endpoint</name>
+        <value>https://example-org.us-east-1.lakefscloud.io</value>
+    </property>
+    <property>
+        <name>fs.s3a.path.style.access</name>
+        <value>true</value>
+    </property>
+</configuration>
+
        +
        +
        +

        Use the below configuration when creating the cluster. You may delete any app configuration that is not suitable for your use case:

        + + 
        [
+  {
+    "Classification": "spark-defaults",
+    "Properties": {
+      "spark.sql.catalogImplementation": "hive"
+    }
+  },
+  {
+    "Classification": "core-site",
+    "Properties": {
+        "fs.s3a.bucket.example-repo.access.key": "AKIAIOSFODNN7EXAMPLE",
+        "fs.s3.bucket.example-repo.secret.key": "wJalrXUtnFEMI/K7MDENG/bPxRfiCYEXAMPLEKEY",
+        "fs.s3.bucket.example-repo.endpoint": "https://example-org.us-east-1.lakefscloud.io",
+        "fs.s3.bucket.example-repo.path.style.access": "true",
+        "fs.s3a.bucket.example-repo.access.key": "AKIAIOSFODNN7EXAMPLE",
+        "fs.s3a.bucket.example-repo.secret.key": "wJalrXUtnFEMI/K7MDENG/bPxRfiCYEXAMPLEKEY",
+        "fs.s3a.bucket.example-repo.endpoint": "https://example-org.us-east-1.lakefscloud.io",
+        "fs.s3a.bucket.example-repo.path.style.access": "true"
+    }
+  },
+  {
+    "Classification": "emrfs-site",
+    "Properties": {
+        "fs.s3a.bucket.example-repo.access.key": "AKIAIOSFODNN7EXAMPLE",
+        "fs.s3.bucket.example-repo.secret.key": "wJalrXUtnFEMI/K7MDENG/bPxRfiCYEXAMPLEKEY",
+        "fs.s3.bucket.example-repo.endpoint": "https://example-org.us-east-1.lakefscloud.io",
+        "fs.s3.bucket.example-repo.path.style.access": "true",
+        "fs.s3a.bucket.example-repo.access.key": "AKIAIOSFODNN7EXAMPLE",
+        "fs.s3a.bucket.example-repo.secret.key": "wJalrXUtnFEMI/K7MDENG/bPxRfiCYEXAMPLEKEY",
+        "fs.s3a.bucket.example-repo.endpoint": "https://example-org.us-east-1.lakefscloud.io",
+        "fs.s3a.bucket.example-repo.path.style.access": "true"
+    }
+  },
+  {
+    "Classification": "presto-connector-hive",
+    "Properties": {
+        "hive.s3.aws-access-key": "AKIAIOSFODNN7EXAMPLE",
+        "hive.s3.aws-secret-key": "wJalrXUtnFEMI/K7MDENG/bPxRfiCYEXAMPLEKEY",
+        "hive.s3.endpoint": "https://example-org.us-east-1.lakefscloud.io",
+        "hive.s3.path-style-access": "true",
+        "hive.s3-file-system-type": "PRESTO"
+    }
+  },
+  {
+    "Classification": "hive-site",
+    "Properties": {
+        "fs.s3a.bucket.example-repo.access.key": "AKIAIOSFODNN7EXAMPLE",
+        "fs.s3.bucket.example-repo.secret.key": "wJalrXUtnFEMI/K7MDENG/bPxRfiCYEXAMPLEKEY",
+        "fs.s3.bucket.example-repo.endpoint": "https://example-org.us-east-1.lakefscloud.io",
+        "fs.s3.bucket.example-repo.path.style.access": "true",
+        "fs.s3a.bucket.example-repo.access.key": "AKIAIOSFODNN7EXAMPLE",
+        "fs.s3a.bucket.example-repo.secret.key": "wJalrXUtnFEMI/K7MDENG/bPxRfiCYEXAMPLEKEY",
+        "fs.s3a.bucket.example-repo.endpoint": "https://example-org.us-east-1.lakefscloud.io",
+        "fs.s3a.bucket.example-repo.path.style.access": "true"
+    }
+  },
+  {
+    "Classification": "hdfs-site",
+    "Properties": {
+        "fs.s3a.bucket.example-repo.access.key": "AKIAIOSFODNN7EXAMPLE",
+        "fs.s3.bucket.example-repo.secret.key": "wJalrXUtnFEMI/K7MDENG/bPxRfiCYEXAMPLEKEY",
+        "fs.s3.bucket.example-repo.endpoint": "https://example-org.us-east-1.lakefscloud.io",
+        "fs.s3.bucket.example-repo.path.style.access": "true",
+        "fs.s3a.bucket.example-repo.access.key": "AKIAIOSFODNN7EXAMPLE",
+        "fs.s3a.bucket.example-repo.secret.key": "wJalrXUtnFEMI/K7MDENG/bPxRfiCYEXAMPLEKEY",
+        "fs.s3a.bucket.example-repo.endpoint": "https://example-org.us-east-1.lakefscloud.io",
+        "fs.s3a.bucket.example-repo.path.style.access": "true"
+    }
+  },
+  {
+    "Classification": "mapred-site",
+    "Properties": {
+        "fs.s3a.bucket.example-repo.access.key": "AKIAIOSFODNN7EXAMPLE",
+        "fs.s3.bucket.example-repo.secret.key": "wJalrXUtnFEMI/K7MDENG/bPxRfiCYEXAMPLEKEY",
+        "fs.s3.bucket.example-repo.endpoint": "https://example-org.us-east-1.lakefscloud.io",
+        "fs.s3.bucket.example-repo.path.style.access": "true",
+        "fs.s3a.bucket.example-repo.access.key": "AKIAIOSFODNN7EXAMPLE",
+        "fs.s3a.bucket.example-repo.secret.key": "wJalrXUtnFEMI/K7MDENG/bPxRfiCYEXAMPLEKEY",
+        "fs.s3a.bucket.example-repo.endpoint": "https://example-org.us-east-1.lakefscloud.io",
+        "fs.s3a.bucket.example-repo.path.style.access": "true"
+    }
+  }
+]
+
        + +

        Alternatively, you can pass these configuration values when adding a step.

        + +

        For example:

        + + 
        aws emr add-steps --cluster-id j-197B3AEGQ9XE4 \
+  --steps="Type=Spark,Name=SparkApplication,ActionOnFailure=CONTINUE, \
+  Args=[--conf,spark.hadoop.fs.s3a.bucket.example-repo.access.key=AKIAIOSFODNN7EXAMPLE, \
+  --conf,spark.hadoop.fs.s3a.bucket.example-repo.secret.key=wJalrXUtnFEMI/K7MDENG/bPxRfiCYEXAMPLEKEY, \
+  --conf,spark.hadoop.fs.s3a.bucket.example-repo.endpoint=https://example-org.us-east-1.lakefscloud.io, \
+  --conf,spark.hadoop.fs.s3a.path.style.access=true, \
+  s3a://<lakefs-repo>/<lakefs-branch>/path/to/jar]"
+
        + +
        +
        + +

        With this configuration set, you read S3A paths with example-repo as the bucket will use lakeFS, while all other buckets will use AWS S3.

        +

        + + + Usage + + +

        + + +

        Here’s an example for reading a Parquet file from lakeFS to a Spark DataFrame:

        + +
        val repo = "example-repo"
+val branch = "main"
+val df = spark.read.parquet(s"s3a://${repo}/${branch}/example-path/example-file.parquet")
+
        + +

        Here’s how to write some results back to a lakeFS path:

        +
        df.write.partitionBy("example-column").parquet(s"s3a://${repo}/${branch}/output-path/")
+
        + +

        The data is now created in lakeFS as new changes in your branch. You can now commit these changes or revert them.

        +

        + + + Configuring Azure Databricks with the S3-compatible API + + +

        + + +

        If you use Azure Databricks, you can take advantage of the lakeFS S3-compatible API with your Azure account and the S3A FileSystem. +This will require installing the hadoop-aws package (with the same version as your hadoop-azure package) to your Databricks cluster.

        + +

        Define your FileSystem configurations in the following way:

        + +
        spark.hadoop.fs.lakefs.impl=org.apache.hadoop.fs.s3a.S3AFileSystem
+spark.hadoop.fs.lakefs.access.key=‘AKIAlakefs12345EXAMPLE’                   // The access key to your lakeFS server
+spark.hadoop.fs.lakefs.secret.key=‘abc/lakefs/1234567bPxRfiCYEXAMPLEKEY’     // The secret key to your lakeFS server
+spark.hadoop.fs.lakefs.path.style.access=true
+spark.hadoop.fs.lakefs.endpoint=‘https://example-org.us-east-1.lakefscloud.io’                 // The endpoint of your lakeFS server
+
        + +

        For more details about Mounting cloud object storage on Databricks.

        +

        + + + lakeFS Hadoop FileSystem + + +

        + + +

        If you’re using lakeFS on top of S3, this mode will enhance your application’s performance. +In this mode, Spark will read and write objects directly from S3, reducing the load on the lakeFS server. +It will still access the lakeFS server for metadata operations.

        + +

        After configuring the lakeFS Hadoop FileSystem below, use URIs of the form lakefs://example-repo/ref/path/to/data to +interact with your data on lakeFS.

        +

        + + + Installation + + +

        + + +
        + +
        + +

        Add the package to your spark-submit command:

        + + 
          --packages io.lakefs:hadoop-lakefs-assembly:0.1.15
+
        + +
        +
        +

        In your cluster settings, under the Libraries tab, add the following Maven package:

        + + 
        io.lakefs:hadoop-lakefs-assembly:0.1.15
+
        + +

        Once installed, it should look something like this:

        + +

        Databricks - Adding the lakeFS client Jar

        + +
        +
        + +

        Add the package to your pyspark or spark-submit command:

        + + 
          --packages io.lakefs:hadoop-lakefs-assembly:0.1.15
+
        + +

        Add the configuration to access the S3 bucket used by lakeFS to your pyspark or spark-submit command or add this configuration at the Cloudera cluster level (see below):

        + + 
          --conf spark.yarn.access.hadoopFileSystems=s3a://bucket-name
+
        + +

        Add the configuration to access the S3 bucket used by lakeFS at the Cloudera cluster level:

        +
          +
        1. Log in to the CDP (Cloudera Data Platform) web interface.
          2. +
        2. From the CDP home screen, click the Management Console icon.
          3. +
        3. In the Management Console, select Data Hub Clusters from the navigation pane.
          4. +
        4. Select the cluster you want to configure. Click on CM-UI link under Services: + Cloudera - Management Console
          5. +
        5. In Cloudera Manager web interface, click on Clusters from the navigation pane and click on spark_on_yarn option: + Cloudera - Cloudera Manager
          6. +
        6. Click on Configuration tab and search for spark.yarn.access.hadoopFileSystems in the search box: + Cloudera - spark_on_yarn
          7. +
        7. Add S3 bucket used by lakeFS s3a://bucket-name in the spark.yarn.access.hadoopFileSystems list: + Cloudera - hadoopFileSystems
          8. +
        +
        +
        +

        + + + Configuration + + +

        + + +

        Set the fs.lakefs.* Hadoop configurations to point to your lakeFS installation:

        +
          +
        • fs.lakefs.impl: io.lakefs.LakeFSFileSystem
          • +
        • fs.lakefs.access.key: lakeFS access key
          • +
        • fs.lakefs.secret.key: lakeFS secret key
          • +
        • fs.lakefs.endpoint: lakeFS API URL (e.g. https://example-org.us-east-1.lakefscloud.io/api/v1)
          • +
        + +

        Configure the S3A FileSystem to access your S3 storage, for example using the fs.s3a.* configurations (these are not your lakeFS credentials):

        +
          +
        • fs.s3a.access.key: AWS S3 access key
          • +
        • fs.s3a.secret.key: AWS S3 secret key
          • +
        + +

        Here are some configuration examples:

        +
        + +
        + 
        spark-shell --conf spark.hadoop.fs.s3a.access.key='AKIAIOSFODNN7EXAMPLE' \
+              --conf spark.hadoop.fs.s3a.secret.key='wJalrXUtnFEMI/K7MDENG/bPxRfiCYEXAMPLEKEY' \
+              --conf spark.hadoop.fs.s3a.endpoint='https://s3.eu-central-1.amazonaws.com' \
+              --conf spark.hadoop.fs.lakefs.impl=io.lakefs.LakeFSFileSystem \
+              --conf spark.hadoop.fs.lakefs.access.key=AKIAlakefs12345EXAMPLE \
+              --conf spark.hadoop.fs.lakefs.secret.key=abc/lakefs/1234567bPxRfiCYEXAMPLEKEY \
+              --conf spark.hadoop.fs.lakefs.endpoint=https://example-org.us-east-1.lakefscloud.io/api/v1 \
+              --packages io.lakefs:hadoop-lakefs-assembly:0.1.15 \
+              io.example.ExampleClass
+
        +
        +
        + + 
        spark.sparkContext.hadoopConfiguration.set("fs.s3a.access.key", "AKIAIOSFODNN7EXAMPLE")
+spark.sparkContext.hadoopConfiguration.set("fs.s3a.secret.key", "wJalrXUtnFEMI/K7MDENG/bPxRfiCYEXAMPLEKEY")
+spark.sparkContext.hadoopConfiguration.set("fs.s3a.endpoint", "https://s3.eu-central-1.amazonaws.com")
+spark.sparkContext.hadoopConfiguration.set("fs.lakefs.impl", "io.lakefs.LakeFSFileSystem")
+spark.sparkContext.hadoopConfiguration.set("fs.lakefs.access.key", "AKIAlakefs12345EXAMPLE")
+spark.sparkContext.hadoopConfiguration.set("fs.lakefs.secret.key", "abc/lakefs/1234567bPxRfiCYEXAMPLEKEY")
+spark.sparkContext.hadoopConfiguration.set("fs.lakefs.endpoint", "https://example-org.us-east-1.lakefscloud.io/api/v1")
+
        +
        +
        + + 
        sc._jsc.hadoopConfiguration().set("fs.s3a.access.key", "AKIAIOSFODNN7EXAMPLE")
+sc._jsc.hadoopConfiguration().set("fs.s3a.secret.key", "wJalrXUtnFEMI/K7MDENG/bPxRfiCYEXAMPLEKEY")
+sc._jsc.hadoopConfiguration().set("fs.s3a.endpoint", "https://s3.eu-central-1.amazonaws.com")
+sc._jsc.hadoopConfiguration().set("fs.lakefs.impl", "io.lakefs.LakeFSFileSystem")
+sc._jsc.hadoopConfiguration().set("fs.lakefs.access.key", "AKIAlakefs12345EXAMPLE")
+sc._jsc.hadoopConfiguration().set("fs.lakefs.secret.key", "abc/lakefs/1234567bPxRfiCYEXAMPLEKEY")
+sc._jsc.hadoopConfiguration().set("fs.lakefs.endpoint", "https://example-org.us-east-1.lakefscloud.io/api/v1")
+
        +
        +
        + +

        Make sure that you load the lakeFS FileSystem into Spark by running it with --packages or --jars, +and then add these into a configuration file, e.g., $SPARK_HOME/conf/hdfs-site.xml:

        + + 
        <?xml version="1.0"?>
+<configuration>
+    <property>
+        <name>fs.s3a.access.key</name>
+        <value>AKIAIOSFODNN7EXAMPLE</value>
+    </property>
+    <property>
+            <name>fs.s3a.secret.key</name>
+            <value>wJalrXUtnFEMI/K7MDENG/bPxRfiCYEXAMPLEKEY</value>
+    </property>
+    <property>
+        <name>fs.s3a.endpoint</name>
+        <value>https://s3.eu-central-1.amazonaws.com</value>
+    </property>
+    <property>
+        <name>fs.lakefs.impl</name>
+        <value>io.lakefs.LakeFSFileSystem</value>
+    </property>
+    <property>
+        <name>fs.lakefs.access.key</name>
+        <value>AKIAlakefs12345EXAMPLE</value>
+    </property>
+    <property>
+        <name>fs.lakefs.secret.key</name>
+        <value>abc/lakefs/1234567bPxRfiCYEXAMPLEKEY</value>
+    </property>
+    <property>
+        <name>fs.lakefs.endpoint</name>
+        <value>https://example-org.us-east-1.lakefscloud.io/api/v1</value>
+    </property>
+</configuration>
+
        +
        +
        + +

        Add the following the cluster’s configuration under Configuration ➡️ Advanced options:

        + + 
        spark.hadoop.fs.lakefs.impl io.lakefs.LakeFSFileSystem
+spark.hadoop.fs.lakefs.access.key AKIAlakefs12345EXAMPLE
+spark.hadoop.fs.lakefs.secret.key abc/lakefs/1234567bPxRfiCYEXAMPLEKEY
+spark.hadoop.fs.s3a.access.key AKIAIOSFODNN7EXAMPLE
+spark.hadoop.fs.s3a.secret.key wJalrXUtnFEMI/K7MDENG/bPxRfiCYEXAMPLEKEY
+spark.hadoop.fs.s3a.impl shaded.databricks.org.apache.hadoop.fs.s3a.S3AFileSystem
+spark.hadoop.fs.lakefs.endpoint https://example-org.us-east-1.lakefscloud.io/api/v1
+
        + +

        Alternatively, follow this step by step Databricks integration tutorial, including lakeFS Hadoop File System, Python client and lakeFS SPARK client.

        +
        +
        + +

        ⚠️ If your bucket is on a region other than us-east-1, you may also need to configure fs.s3a.endpoint with the correct region. +Amazon provides S3 endpoints you can use.

        +

        + + + Usage + + +

        + + +

        Hadoop FileSystem paths use the lakefs:// protocol, with paths taking the form lakefs://<repository>/<ref>/path/to/object. +<ref> can be a branch, tag, or commit ID in lakeFS. +Here’s an example for reading a Parquet file from lakeFS to a Spark DataFrame:

        + +
        val repo = "example-repo"
+val branch = "main"
+val df = spark.read.parquet(s"lakefs://${repo}/${branch}/example-path/example-file.parquet")
+
        + +

        Here’s how to write some results back to a lakeFS path:

        + +
        df.write.partitionBy("example-column").parquet(s"lakefs://${repo}/${branch}/output-path/")
+
        + +

        The data is now created in lakeFS as new changes in your branch. You can now commit these changes or revert them.

        +

        + + + Hadoop FileSystem in Presigned mode + + +

        + + +

        Available starting version 0.1.13 of the FileSystem

        + +

        In this mode, the lakeFS server is responsible for authenticating with your storage. +The client will still perform data operations directly on the storage. +To do so, it will use pre-signed storage URLs provided by the lakeFS server.

        + +

        When using this mode, you don’t need to configure the client with access to your storage:

        + +
        + +
        + 
        spark-shell --conf spark.hadoop.fs.lakefs.access.mode=presigned \
+              --conf spark.hadoop.fs.lakefs.impl=io.lakefs.LakeFSFileSystem \
+              --conf spark.hadoop.fs.lakefs.access.key=AKIAlakefs12345EXAMPLE \
+              --conf spark.hadoop.fs.lakefs.secret.key=abc/lakefs/1234567bPxRfiCYEXAMPLEKEY \
+              --conf spark.hadoop.fs.lakefs.endpoint=https://example-org.us-east-1.lakefscloud.io/api/v1 \
+              --packages io.lakefs:hadoop-lakefs-assembly:0.1.15
+
        +
        +
        + + 
        spark.sparkContext.hadoopConfiguration.set("fs.lakefs.access.mode", "presigned")
+spark.sparkContext.hadoopConfiguration.set("fs.lakefs.impl", "io.lakefs.LakeFSFileSystem")
+spark.sparkContext.hadoopConfiguration.set("fs.lakefs.access.key", "AKIAlakefs12345EXAMPLE")
+spark.sparkContext.hadoopConfiguration.set("fs.lakefs.secret.key", "abc/lakefs/1234567bPxRfiCYEXAMPLEKEY")
+spark.sparkContext.hadoopConfiguration.set("fs.lakefs.endpoint", "https://example-org.us-east-1.lakefscloud.io/api/v1")
+
        +
        +
        + + 
        sc._jsc.hadoopConfiguration().set("fs.lakefs.access.mode", "presigned")
+sc._jsc.hadoopConfiguration().set("fs.lakefs.impl", "io.lakefs.LakeFSFileSystem")
+sc._jsc.hadoopConfiguration().set("fs.lakefs.access.key", "AKIAlakefs12345EXAMPLE")
+sc._jsc.hadoopConfiguration().set("fs.lakefs.secret.key", "abc/lakefs/1234567bPxRfiCYEXAMPLEKEY")
+sc._jsc.hadoopConfiguration().set("fs.lakefs.endpoint", "https://example-org.us-east-1.lakefscloud.io/api/v1")
+
        +
        +
        + +

        Make sure that you load the lakeFS FileSystem into Spark by running it with --packages or --jars, +and then add these into a configuration file, e.g., $SPARK_HOME/conf/hdfs-site.xml:

        + + 
        <?xml version="1.0"?>
+<configuration>
+    <property>
+        <name>fs.lakefs.access.mode</name>
+        <value>presigned</value>
+    </property>
+    <property>
+        <name>fs.lakefs.impl</name>
+        <value>io.lakefs.LakeFSFileSystem</value>
+    </property>
+    <property>
+        <name>fs.lakefs.access.key</name>
+        <value>AKIAlakefs12345EXAMPLE</value>
+    </property>
+    <property>
+        <name>fs.lakefs.secret.key</name>
+        <value>abc/lakefs/1234567bPxRfiCYEXAMPLEKEY</value>
+    </property>
+    <property>
+        <name>fs.lakefs.endpoint</name>
+        <value>https://example-org.us-east-1.lakefscloud.io/api/v1</value>
+    </property>
+</configuration>
+
        +
        +
        + +

        Add the following the cluster’s configuration under Configuration ➡️ Advanced options:

        + + 
        spark.hadoop.fs.lakefs.access.mode presigned
+spark.hadoop.fs.lakefs.impl io.lakefs.LakeFSFileSystem
+spark.hadoop.fs.lakefs.access.key AKIAlakefs12345EXAMPLE
+spark.hadoop.fs.lakefs.secret.key abc/lakefs/1234567bPxRfiCYEXAMPLEKEY
+spark.hadoop.fs.lakefs.endpoint https://example-org.us-east-1.lakefscloud.io/api/v1
+
        +
        +
        + + + + + + + + +
        +
        + + + + +
        + +
        +
        + + + + + + + + diff --git a/v1.0/integrations/vertex_ai.html b/v1.0/integrations/vertex_ai.html new file mode 100644 index 000000000..612121f0d --- /dev/null +++ b/v1.0/integrations/vertex_ai.html @@ -0,0 +1,863 @@ + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + +Vertex AI | lakeFS Documentation + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + Link + + + + + + + Search + + + + + + + Menu + + + + + + + + + + + + Expand + + + + + + Document + + + + + + +
        +
        +
        + + + + + + + + + +
        + + +
        +
        + +
        + + + +
        +
        + + + + + +
        + +

        + + + Using Vertex AI with lakeFS + + +

        + + +

        Vertex AI lets Google Cloud users Build, deploy, and scale machine learning (ML) models faster, with fully managed ML tools for any use case.

        + +

        lakeFS Works with Vertex AI by allowing users to create repositories on GCS Buckets, then use either the Dataset API to create managed Datasets on top of lakeFS version, or by automatically exporting lakeFS object versions in a way readable by Cloud Storage Mounts.

        + +
        +

        + + + Table of contents + + +

        + + +
          +
        1. Using lakeFS with Vertex Managed Datasets
          2. +
        2. Using lakeFS with Cloud Storage Fuse
          3. +
        + +
        +

        + + + Using lakeFS with Vertex Managed Datasets + + +

        + + +

        Vertex’s ImageDataset and VideoDataset allow creating a dataset by importing a CSV file from gcs (see gcs_source).

        + +

        This CSV file contains GCS addresses of image files and their corresponding labels.

        + +

        Since the lakeFS API supports exporting the underlying GCS address of versioned objects, we can generate such a CSV file when creating the dataset:

        + +
        #!/usr/bin/env python
+
+# Requirements:
+# google-cloud-aiplatform>=1.31.0
+# lakefs-client>=0.107.0
+
+import csv
+from pathlib import PosixPath
+from io import StringIO
+
+import lakefs_client
+from lakefs_client.client import LakeFSClient
+from google.cloud import storage
+from google.cloud import aiplatform
+
+# lakeFS connection details
+configuration = lakefs_client.Configuration()
+configuration.username = 'AKIAIOSFODNN7EXAMPLE'
+configuration.password = 'wJalrXUtnFEMI/K7MDENG/bPxRfiCYEXAMPLEKEY'
+configuration.host = 'https://lakefs.example.com/'
+client = LakeFSClient(configuration)
+
+# Dataset configuration
+lakefs_repo = 'my-repository'
+lakefs_ref = 'main'
+img_dataset = 'datasets/my-images/'
+
+# Vertex configuration
+import_bucket = 'underlying-gcs-bucket'
+
+# produce import file for Vertex's SDK
+buf = StringIO()
+csv_writer = csv.writer(buf)
+has_more = True
+next_offset = ""
+while has_more:
+    files = client.objects_api.list_objects(
+        lakefs_repo, lakefs_ref, prefix=img_dataset, after=next_offset)
+    for r in files.get('results'):
+        p = PosixPath(r.path)
+        csv_writer.writerow((r.physical_address, p.parent.name))
+    has_more = files.get('pagination').get('has_more')
+    next_offset = files.get('pagination').get('next_offset')
+
+# spit out CSV
+print('generated path and labels CSV')
+buf.seek(0)
+
+# Write it to storage
+storage_client = storage.Client()
+bucket = storage_client.bucket(import_bucket)
+blob = bucket.blob(f'vertex/imports/{lakefs_repo}/{lakefs_ref}/labels.csv')
+with blob.open('w') as out:
+    out.write(buf.read())
+
+print(f'wrote csv to gs: gs://{import_bucket}/vertex/imports/{lakefs_repo}/{lakefs_ref}/labels.csv')
+
+# import in vertex, as dataset
+print('Importing dataset...')
+ds = aiplatform.ImageDataset.create(
+    display_name=f'{lakefs_repo}_{lakefs_ref}_imgs',
+    gcs_source=f'gs://{import_bucket}/vertex/imports/{lakefs_repo}/{lakefs_ref}/labels.csv',
+    import_schema_uri=aiplatform.schema.dataset.ioformat.image.single_label_classification,
+    sync=True
+)
+ds.wait()
+print(f'Done! {ds.display_name} ({ds.resource_name})')
+
        +

        + + + Using lakeFS with Cloud Storage Fuse + + +

        + + +

        Vertex allows using Google Cloud Storage mounted as a Fuse Filesystem as custom input for training jobs.

        + +

        Instead of having to copy lakeFS files for each version we want to consume, we can create symlinks by using gcsfuse’s native symlink inodes.

        + +

        This process can be fully automated by using the example gcsfuse_symlink_exporter.lua Lua hook.

        + +

        Here’s what we need to do:

        + +
          +
        1. Upload the example .lua file into our lakeFS repository. For this example, we’ll put it under scripts/gcsfuse_symlink_exporter.lua.
          2. +
        2. Create a new hook definition file and upload to _lakefs_actions/export_images.yaml:
          3. +
        + +
        ---
+# Example hook declaration: (_lakefs_actions/export_images.yaml):
+name: export_images
+
+on:
+  post-commit:
+    branches: ["main"]
+  post-merge:
+    branches: ["main"]
+  post-create-tag:
+
+hooks:
+- id: gcsfuse_export_images
+  type: lua
+  properties:
+    script_path: scripts/export_gcs_fuse.lua  # Path to the script we uploaded in the previous step
+    args:
+      prefix: "datasets/images/"  # Path we want to export every commit
+      destination: "gs://my-bucket/exports/my-repo/"  # Where should we create the symlinks?
+      mount:
+        from: "gs://my-bucket/repos/my-repo/"  # Symlinks are to a unix-mounted file
+        to: "/gcs/my-bucket/repos/my-repo/"    #  This will ensure they point to a location that exists.
+      
+      # Should be the contents of a valid credentials.json file
+      # See: https://developers.google.com/workspace/guides/create-credentials
+      # Will be used to write the symlink files
+      gcs_credentials_json_string: |
+        {
+          "client_id": "...",
+          "client_secret": "...",
+          "refresh_token": "...",
+          "type": "..."
+        }
+
        + +

        Done! On the next tag creation or update to the main branch, we’ll automatically export the lakeFS version of datasets/images/ to a mountable location.

        + +

        To consume the symlink-ed files, we can read them normally from the mount:

        + +
        with open('/gcs/my-bucket/exports/my-repo/branches/main/datasets/images/001.jpg') as f:
+    image_data = f.read()
+
+
        + +

        Previously exported commits are also readable, if we exported them in the past:

        + +
        commit_id = 'abcdef123deadbeef567'
+with open(f'/gcs/my-bucket/exports/my-repo/commits/{commit_id}/datasets/images/001.jpg') as f:
+    image_data = f.read()
+
+
        +

        + + + Considerations when using lakeFS with Cloud Storage Fuse + + +

        + + +

        For lakeFS paths to be readable by gcsfuse, the mount option --implicit-dirs must be specified.

        + + + + + + + + +
        +
        + + + + +
        + +
        +
        + + + + + + + + diff --git a/v1.0/licensing.html b/v1.0/licensing.html new file mode 100644 index 000000000..2e92be43b --- /dev/null +++ b/v1.0/licensing.html @@ -0,0 +1,11 @@ + + + + Redirecting… + + + + +

        Redirecting…

        + Click here if you are not redirected. + diff --git a/v1.0/posts/index.html b/v1.0/posts/index.html new file mode 100644 index 000000000..8a5d37c65 --- /dev/null +++ b/v1.0/posts/index.html @@ -0,0 +1,1609 @@ + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + +lakeFS Documentation | Open Source Data Version Control for Data Lakes and Data Lakehouses + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + Link + + + + + + + Search + + + + + + + Menu + + + + + + + + + + + + Expand + + + + + + Document + + + + + + +
        +
        +
        + + + + + + + + + +
        + + +
        +
        + +
        + + + +
        +
        + + + +
        + + + + + + +
        +
        +

        Table of contents

        + +
        + + + + + +
        +
        + + + + +
        + +
        +
        + + + + + + + + diff --git a/v1.0/posts/security_update.html b/v1.0/posts/security_update.html new file mode 100644 index 000000000..8fcd62699 --- /dev/null +++ b/v1.0/posts/security_update.html @@ -0,0 +1,725 @@ + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + +Security update for the lakeFS project | lakeFS Documentation + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + Link + + + + + + + Search + + + + + + + Menu + + + + + + + + + + + + Expand + + + + + + Document + + + + + + +
        +
        +
        + + + + + + + + + +
        + + +
        +
        + +
        + + + +
        +
        + + + + + +
        + +

        + + + Security update for the lakeFS project + + +

        + + +

        Trust is our core value, and security topics are never taken lightly.

        + +

        We heard you, and after many conversations, we decided to move from decoupled security authentication and access control features to enable you to plug your own authentication and security mechanism.

        + +

        We understand that focusing on building lakeFS to be the best data version control tool is the open-source project north star. +Consequently, we decided to change the architecture to a pluggable one which enables you to choose your preference without being dependent on the lakeFS solution.

        +

        + + + What’s changing? + + +

        + + +

        With lakeFS v0.91.0 Role-based access control and SSO (OIDC, LDAP) authentication are deprecated due to this architecture change. +Within the lakeFS UI, you will see a deprecation notice on the administration screens when trying to update and create policies.

        + +

        In coming versions, we plan on making authorization and authentication pluggable, while bundling a simpler reference implementation into the core of lakeFS. +This implementation will include basic identity management with built-in users and groups, as well as a simplified authorization mechanism based on ACLs.

        + +

        If you currently rely on any of the deprecated features, please contact us - we’ll do our best to support you in the transition.

        +

        + + + Why are we making this architectural change? + + +

        + + +

        This change is necessary as it lets you decide on access control and authentication that best fits your security needs. It matters since one can ensure security only if one controls the full environment.

        + +

        lakeFS users will be able to develop and use existing identity providers and wrap lakeFS with their own authorization logic (if they so desire) - to meet their specific security needs.

        +

        + + + How can I ensure security? + + +

        + + +

        Now that the architecture is pluggable, you can use the solution of your choice.

        + +

        Depending on your needs, you might want to take a look at lakeFS Cloud, which enables us to provide a holistic, secure solution that is SOC2 compliant and provides security guarantees.

        + +

        lakeFS Cloud will continue to support and maintain more advanced authentication methods such as SAML and OIDC, and granular access control in the form of role-based access control policies. Additionally, lakeFS Cloud also provides a full, queryable auditing log to help administrators gain full visibility on data access within their lakeFS environment.

        + +

        Trust is our core value, and security topics are never taken lightly.

        + +

        Even though this decision was difficult, it was necessary to continue building a solid foundation for our data version control.

        + +

        We remain committed to making lakeFS the best, most scalable, open source version control system for data practitioners, while not compromising on its security.

        + +

        Oz & Einat

        + + + + + + + + +
        +
        + + + + +
        + +
        +
        + + + + + + + + diff --git a/v1.0/project/contributing.html b/v1.0/project/contributing.html new file mode 100644 index 000000000..21840c983 --- /dev/null +++ b/v1.0/project/contributing.html @@ -0,0 +1,844 @@ + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + +Contributing to lakeFS | lakeFS Documentation + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + Link + + + + + + + Search + + + + + + + Menu + + + + + + + + + + + + Expand + + + + + + Document + + + + + + +
        +
        +
        + + + + + + + + + +
        + + +
        +
        + +
        + + + +
        +
        + + + + + +
        + +

        + + + Contributing to lakeFS + + +

        + + +

        Thank you for your interest in contributing to our project. Whether it’s a bug report, new feature, correction, or additional documentation, we greatly value feedback and contributions from our community.

        + +

        Please read through this document before submitting any issues or pull requests to ensure that we have all the necessary information to effectively respond to your bug report or contribution.

        + +

        Don’t know where to start? Reach out on the #dev channel on our Slack and we will help you get started. We also recommend this free series about contributing to OSS projects.

        +

        + + + Getting Started + + +

        + + +

        Before you get started, we kindly ask that you:

        + +
          +
        • Check out the code of conduct.
          • +
        • Sign the lakeFS CLA when making your first pull request (individual / corporate)
          • +
        • Submit any security issues directly to security@treeverse.io.
          • +
        • Contributions should have an associated GitHub issue.
          • +
        • Before making major contributions, please reach out to us on the #dev channel on Slack. +We will make sure no one else is working on the same feature.
          • +
        +

        + + + Setting up an Environment + + +

        + + +

        This section was tested on macOS and Linux (Fedora 32, Ubuntu 20.04) - Your mileage may vary

        + +

        Our Go release workflow holds the Go and Node.js versions we currently use under go-version and node-version compatibly. The Java workflows use Maven 3.8.x (but any recent version of Maven should work).

        + +
          +
        1. Install the required dependencies for your OS: +
            +
          1. Git
            2. +
          2. GNU make (probably best to install from your OS package manager such as apt or brew)
            3. +
          3. Docker
            4. +
          4. Go
            5. +
          5. Node.js & npm
            6. +
          6. Maven to build and test Spark client codes.
            7. +
          7. Java 8 + +
            8. +
          8. Optional - PostgreSQL 11 (useful for running and debugging locally)
            9. +
          9. Optional - Rust & Cargo (only needed if you want to build the Delta Lake diff plugin)
            10. +
          +
          2. +
        2. +

          Clone the repository from GitHub.

          + +

          This gives you read-only access to the repository. To contribute, see the next section.

          +
          3. +
        3. +

          Build the project:

          + + 
          make build
+
          + +

          Note: make build won’t work for Windows users.

          +
          4. +
        4. +

          Make sure tests are passing. The following should not return any errors:

          + + 
          make test
+
          +
          5. +
        +

        + + + Before creating a pull request + + +

        + + +
          +
        1. Review this document in full.
          2. +
        2. Make sure there’s an open issue on GitHub that this pull request addresses, and that it isn’t labeled x/wontfix.
          3. +
        3. Fork the lakeFS repository.
          4. +
        4. If you’re adding new functionality, create a new branch named feature/<DESCRIPTIVE NAME>.
          5. +
        5. If you’re fixing a bug, create a new branch named fix/<DESCRIPTIVE NAME>-<ISSUE NUMBER>.
          6. +
        +

        + + + Testing your change + + +

        + + +

        Once you’ve made the necessary changes to the code, make sure the tests pass:

        + +

        Run unit tests:

        + +
        make test
+
        + +

        Check that linting rules are passing.

        + +
        make checks-validator
+
        + +

        You will need GNU diff to run this. On the macOS it can be installed with brew install diffutils

        + +

        lakeFS uses go fmt as a style guide for Go code.

        + +

        Run system-tests:

        + +
        make system-tests
+
        + +

        Want to dive deeper into our system tests infrastructure? Need to debug the tests? Follow this documentation.

        +

        + + + Submitting a pull request + + +

        + + +

        Open a GitHub pull request with your change. The PR description should include a brief explanation of your change. +You should also mention the related GitHub issue. If the issue should be automatically closed after the merge, please link it to the PR.

        + +

        After submitting your pull request, GitHub Actions will automatically run tests on your changes and make sure that your updated code builds and runs on Go 1.19.x.

        + +

        Check back shortly after submitting your pull request to make sure that your code passes these checks. If any of the checks come back with a red X, then do your best to address the errors.

        + +

        A developer from our team will review your pull request, and may request some changes to it. After the request is approved, it will be merged to our main branch.

        +

        + + + Documentation + + +

        + + +

        Any contribution to the docs, whether it is in conjunction with a code contribution or as a standalone, is appreciated.

        + +

        Documentation of features and changes in behaviour should be included in the pull request. +You can create separate pull requests for documentation changes only.

        + +

        To learn how to contribute to the lakeFS documentation see this page, which also includes details on how to build the documentation locally.

        +

        + + + CHANGELOG.md + + +

        + + +

        Any user-facing change should be labeled with include-changelog. +The PR title should contain a concise summary of the feature or fix and the description should have the GitHub issue number. +When we publish a new version of lakeFS, we will add this to the relevant version section of the changelog. +If the change should not be included in the changelog, label it with exclude-changelog.

        + + + + + + + + +
        +
        + + + + +
        + +
        +
        + + + + + + + + diff --git a/v1.0/project/docs/callouts.html b/v1.0/project/docs/callouts.html new file mode 100644 index 000000000..569206fba --- /dev/null +++ b/v1.0/project/docs/callouts.html @@ -0,0 +1,836 @@ + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + +Callouts | lakeFS Documentation + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + Link + + + + + + + Search + + + + + + + Menu + + + + + + + + + + + + Expand + + + + + + Document + + + + + + +
        +
        +
        + + + + + + + + + +
        + + +
        +
        + +
        + + + +
        +
        + + + + + +
        + +

        + + + Callouts in lakeFS Documentation + + +

        + + +

        These are part of the just-the-docs theme, and use the Block Inline Attribute List (IAL) feature of Kramdown.

        +

        + + + Syntax + + +

        + + +

        Whilst the lakeFS docs typically use this syntax with the code after the block:

        + +
        This is a note
+{: .note }
+
        + +

        This is a note

        + +

        The just-the-docs documentation puts the code before the block, which makes more sense to the human eye when reading the Markdown too.

        + +
        {: .note }
+This is a note
+
        + +

        This is a note

        + +

        However, they render the same, as can be see above.

        +

        + + + Configuration + + +

        + + +

        Callouts are configured in the _config.yml file, with an identifier (such as note), a colour, and optionally a title.

        + +
        callouts:
+  note:
+    color: blue
+  warning:
+    title: ⚠️ Warning ⚠️
+    color: red
+  tip:
+    color: green
+  fubar:
+    color: purple
+
        + +

        Here’s what the above callouts look like; notice that only warning includes a title:

        + +
        {: .note }
+This is a note
+
        + +

        This is a note

        + +
        {: .warning }
+This is a warning
+
        + +

        This is a warning

        + +
        {: .fubar }
+This is illustrating that the callout names are completely discretionary and not tied to their meaning
+
        + +

        This is illustrating that the callout names are completely discretionary and not tied to their meaning

        +

        + + + Custom titles + + +

        + + +

        You can specify custom titles per block by appending -title to the block name and putting the custom title in the first line of the quoted block:

        + +
        {: .tip-title }
+> lakeFS Cloud
+>
+> For a fully-managed lakeFS solution check out https://lakefs.cloud/ today
+
        + +
        +

        lakeFS Cloud

        + +

        For a fully-managed lakeFS solution check out https://lakefs.cloud/ today

        +
        + +

        You can also remove the title of a callout that includes one by default (such as warning) above:

        + +
        {: .warning-title }
+> Don't press the red button
+
        + +
        +

        Don’t press the red button

        +
        + +

        Or change the default title:

        + +
        {: .warning-title }
+> Here Be Dragons 🐲
+>
+> ALLES TURISTEN UND NONTEKNISCHEN LOOKENSPEEPERS! <br/>
+> DAS KOMPUTERMASCHINE IST NICHT FÜR DER GEFINGERPOKEN UND MITTENGRABEN! ODERWISE IST EASY TO SCHNAPPEN DER SPRINGENWERK, BLOWENFUSEN UND POPPENCORKEN MIT SPITZENSPARKEN.
+
        + +
        +

        Here Be Dragons 🐲

        + +

        ALLES TURISTEN UND NONTEKNISCHEN LOOKENSPEEPERS!
        +DAS KOMPUTERMASCHINE IST NICHT FÜR DER GEFINGERPOKEN UND MITTENGRABEN! ODERWISE IST EASY TO SCHNAPPEN DER SPRINGENWERK, BLOWENFUSEN UND POPPENCORKEN MIT SPITZENSPARKEN.

        +
        +

        + + + Multi-line Blocks + + +

        + + +

        Callouts support multiple lines and/or paragraphs of content:

        + +
        {: .note }
+> A multi-paragraph block
+>
+> with <br/>
+> linebreaks
+
        + +
        +

        A multi-paragraph block

        + +

        with
        +linebreaks

        +
        +

        + + + Reference + + +

        + + + + + + + + + + + +
        +
        + + + + +
        + +
        +
        + + + + + + + + diff --git a/v1.0/project/docs/index.html b/v1.0/project/docs/index.html new file mode 100644 index 000000000..b101eedb0 --- /dev/null +++ b/v1.0/project/docs/index.html @@ -0,0 +1,922 @@ + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + +Documentation | lakeFS Documentation + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + Link + + + + + + + Search + + + + + + + Menu + + + + + + + + + + + + Expand + + + + + + Document + + + + + + +
        +
        +
        + + + + + + + + + +
        + + +
        +
        + +
        + + + +
        +
        + + + + + +
        + +

        + + + lakeFS Documentation + + +

        + + +

        Any contribution to the docs, whether it is in conjunction with a code contribution or as a standalone, is appreciated.

        + +

        Please see the contributing guide for details on contributing to lakeFS in general.

        + +
        +

        + + + Table of contents + + +

        + + +
          +
        1. lakeFS Documentation Philosophy
          2. +
        2. lakeFS Style Guide:
          3. +
        3. Headings and Table of Contents
          4. +
        4. Callouts 💬
          5. +
        5. Links 🔗
          6. +
        6. Test your changes locally
          7. +
        7. Link Checking locally
          8. +
        + +
        + +

        📝 Notice! lakeFS documentation is written using Markdown. Make sure to familiarize yourself with the Markdown Guide.

        + +

        Customizing the lakeFS docs site should follow the following guidelines: Just The Docs Customization and style-guide.

        +

        + + + lakeFS Documentation Philosophy + + +

        + + +

        We are heavily inspired by the Diátaxis approach to documentation. At a very high-level, it defines documentation as falling into one of four categories:

        + +
          +
        • How To
          • +
        • Tutorial
          • +
        • Reference
          • +
        • Explanation
          • +
        + +

        There is a lot more to it than this, and you are encouraged to read the Diátaxis website for more details. Its application to lakeFS was discussed in #6197

        +

        + + + lakeFS Style Guide: + + +

        + + +
          +
        • Don’t use unnecessary tech jargon or vague/wordy constructions - keep it friendly, not condescending.
          • +
        • Be inclusive and welcoming - use gender-neutral words and pronouns when talking about abstract people like users and developers.
          • +
        • Replace complex expressions with simpler ones.
          • +
        • Keep it short - 25-30 words max per sentence. Otherwise, your readers might get lost on the way.
          • +
        • Use active voice instead of passive. For example: This feature can be used to do task X. vs. You can use this feature to do task X. The second one reads much better, right?
          • +
        • You can explain things better by including examples. Show, not tell. Use illustrations, images, gifs, code snippets, etc.
          • +
        • Establish a visual hierarchy to help people quickly find the information they need. Use text formatting to create levels of title and subtitle (such as # to ###### markdown headings). The title of every page should use the topmost heading #; all other headings on the page should use lower headers ## to ######.
          • +
        +

        + + + Headings and Table of Contents + + +

        + + +

        The title of the page should be H1 (# in markdown). Use headings in descending order and do not skip any.

        + +

        Pages should generally have a table of contents to help the user navigate it. Use the following snippet to add it to your page:

        + +
        <div class="toc-block">
+## Table of contents
+{: .no_toc .text-delta }
+
+1. TOC
+{:toc}
+{::options toc_levels="2" /}
+</div>
+
+
        + +

        By default the page’s Table of Contents will include only H2 headings. If you want to include H2 and H3 then use this snippet instead:

        + +
        <div class="toc-block">
+## Table of contents
+{: .no_toc .text-delta }
+
+1. TOC
+{:toc}
+{::options toc_levels="2..3" /}
+</div>
+
+
        + +

        Both of these snippets invoke {:toc} which is used by Kramdown (the Markdown processor that Jekyll uses) to insert a table of contents from the headings present in the markdown.

        +

        + + + Callouts 💬 + + +

        + + +

        Multiple callout types are available. Please review this page for details.

        +

        + + + Links 🔗 + + +

        + + +

        Links should use absolute paths in conjunction with {% link %}, e.g. {% +link foo/example.md %}.

        + +

        Adding a link with an anchor is a bit trickier. Create a reference [link +text][link-reference] and then define the anchor at the end of the document:

        +
        [link-reference]:  {% link foo.example.md %}#anchor
+
        + +

        This is so that references work within the versioned documentation that is deployed.

        + +

        Relative links, unless within the local folder, are discouraged as it can cause additional work when moving pages at a later date.

        +

        + + + Test your changes locally + + +

        + + +

        If you have the necessary dependencies installed, you can run Jekyll to build and serve the documentation from your machine using the provided Makefile target:

        + +
        make docs-serve
+
        + +

        The alternative is to use Docker which has the benefit of handling all the dependencies for you.

        +

        + + + Docker + + +

        + + +
          +
        1. +

          Launch the Docker container:

          + + 
          docker run --rm \
+           --name lakefs_docs \
+           -e TZ="Etc/UTC" \
+           --publish 4000:4000 --publish 35729:35729 \
+           --volume="$PWD/docs:/srv/jekyll:Z" \
+           --volume="$PWD/docs/.jekyll-bundle-cache:/usr/local/bundle:Z" \
+           --interactive --tty \
+           jekyll/jekyll:3.8 \
+           jekyll serve --livereload
+
          + +

          If you have make installed, you can also run make docs-serve-docker instead.

          +
          2. +
        2. +

          The first time you run the container it will need to download dependencies and will take several minutes to be ready.

          + +

          Once you see the following output, the docs server is ready to open in your web browser:

          + + 
          Server running... press ctrl-c to stop.
+
          +
          3. +
        3. +

          When you make a change to a page’s source the server will automatically rebuild the page which will be shown in the server log by this entry:

          + + 
          Regenerating: 1 file(s) changed at 2023-01-26 08:34:47
+               contributing.md
+Remote Theme: Using theme pmarsceill/just-the-docs
+
          + +

          This can take a short while—you’ll see something like this in the server’s output when it’s done.

          + + 
          ...done in 34.714073460 seconds.
+
          + +

          Your page will automatically reload to show the changes.

          +
          4. +
        + +

        If you are doing lots of work on the docs you may want to leave the Docker container in place (so that you don’t have to wait for the dependencies to load each time you re-create it). To do this replace the --rm with --detach in the docker run command, and use docker logs -f lakefs_docs to view the server log.

        + + + +

        When making a pull request to lakeFS that involves a docs/* file, a GitHub action will automagically check the links. You can also run this link checker manually on your local machine:

        + +
          +
        1. +

          Build the site:

          + + 
          docker run --rm \
+         --name lakefs_docs \
+         -e TZ="Etc/UTC" \
+         --volume="$PWD/docs:/srv/jekyll:Z" \
+         --volume="$PWD/docs/.jekyll-bundle-cache:/usr/local/bundle:Z" \
+         --interactive --tty \
+         jekyll/jekyll:3.8 \
+         jekyll build --config _config.yml -d _site --watch
+
          +
          2. +
        2. +

          Check the links:

          + + 
          docker run --rm \
+         --name lakefs_docs_lychee \
+         --volume "$PWD:/data"\
+         --volume "/tmp:/output"\
+         --tty \
+         lycheeverse/lychee:master \
+         --exclude-file /data/docs/.lycheeignore \
+         --output /output/lychee_report.md \
+         --format markdown \
+         /data/docs/_site
+
          +
          3. +
        3. +

          Review the lychee_report.md in your local /tmp folder

          +
          4. +
        + + + + + + + + +
        +
        + + + + +
        + +
        +
        + + + + + + + + diff --git a/v1.0/project/index.html b/v1.0/project/index.html new file mode 100644 index 000000000..2596cd477 --- /dev/null +++ b/v1.0/project/index.html @@ -0,0 +1,748 @@ + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + +The lakeFS Project | lakeFS Documentation + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + Link + + + + + + + Search + + + + + + + Menu + + + + + + + + + + + + Expand + + + + + + Document + + + + + + +
        +
        +
        + + + + + + + + + +
        + + +
        +
        + +
        + + + +
        +
        + + + +
        + +

        + + + The lakeFS Project + + +

        + + +

        lakeFS provides version control over the data lake and lakehouse, and uses Git-like semantics to create and access those versions. If you know git, you’ll be right at home with lakeFS.

        + +

        lakeFS is an open-source project under the Apache 2.0 license.

        + +

        The project was created and is supported by Treeverse, a commercial company founded by engineers passionate about providing solutions to the evolving world of data engineering.

        + +
        +

        + + + Table of contents + + +

        + + +
          +
        1. Our commitment to open source
          2. +
        2. Roadmap
          3. +
        + +
        +

        + + + Our commitment to open source + + +

        + + +

        lakeFS is an open-source project under the Apache 2.0 license. +The project was created and is supported by Treeverse, a commercial company founded by engineers passionate about providing solutions to the evolving world of data engineering.

        + +

        Why did we choose to open the source of our core capabilities?

        + +

        We believe in the bottom-up adoption of technologies. +We believe collaborative communities have the power to bring the best solutions to the community. +We believe that every engineer should be able to use, contribute to, and influence cutting edge technologies, so they can innovate in their domain.

        + +

        What is our commitment to open source?

        + +

        We created lakeFS, our open-source project, to provide a Git-like interface on top of object stores - so that you can fully take advantage of with any data application at any scale.

        + +

        For that reason, we commit that the following capabilities are and will remain open-source as part of lakeFS:

        + +
          +
        • All versioning capabilities,
          • +
        • Git-Like interface for the versioning operations,
          • +
        • Support for public object store APIs,
          • +
        • Integrations with publicly available applications accessing an object store,
          • +
        • CLI, API, and GUI interfaces.
          • +
        + +

        We also commit to keeping lakeFS scalable in throughput and performance.

        + +

        We are deeply committed to our community of engineers who use and contribute to the project. We are and will continue to be highly responsive and shape lakeFS together to provide the data versioning capabilities we are all looking for.

        + +

        What is lakeFS Cloud?

        + +

        Treeverse offers lakeFS Cloud, which provides all the same benefits of the Git-like interface on top of object stores as a fully-managed service.

        + +

        The vision behind lakeFS Cloud is to provide a managed data versioning and management solution for data practitioners. lakeFS Cloud will leverage the lakeFS open-source technology, integrate capabilities and unique features, and lead its users to implement best practices.

        + +

        As part of our commitment to the open source values of transparency and interoperability, we believe everyone should be able to enjoy these benefits, regardless of whether or not they choose to use the managed offering.

        + +

        Because of that, we will not intentionally make it harder to build these features independently on top of the open source solution.

        +

        + + + Roadmap + + +

        + + +

        This is the lakeFS public roadmap. As the project evolves and the community grows, this roadmap might change.

        + +

        Please share your feedback on the #dev on Slack or by starting a GitHub Discussion!

        + + + + + + + + + + +
        +
        + + + + +
        + +
        +
        + + + + + + + + diff --git a/v1.0/quickstart.html b/v1.0/quickstart.html new file mode 100644 index 000000000..03f48181c --- /dev/null +++ b/v1.0/quickstart.html @@ -0,0 +1,11 @@ + + + + Redirecting… + + + + +

        Redirecting…

        + Click here if you are not redirected. + diff --git a/v1.0/quickstart/actions-and-hooks.html b/v1.0/quickstart/actions-and-hooks.html new file mode 100644 index 000000000..1e8c51432 --- /dev/null +++ b/v1.0/quickstart/actions-and-hooks.html @@ -0,0 +1,915 @@ + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + +6️⃣ Using Actions and Hooks in lakeFS | lakeFS Documentation + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + Link + + + + + + + Search + + + + + + + Menu + + + + + + + + + + + + Expand + + + + + + Document + + + + + + +
        +
        +
        + + + + + + + + + +
        + + +
        +
        + +
        + + + +
        +
        + + + + + +
        + +

        + + + Actions and Hooks in lakeFS 🪝 + + +

        + + +

        When we interact with lakeFS it can be useful to have certain checks performed at stages along the way. Let’s see how actions in lakeFS can be of benefit here.

        + +

        We’re going to enforce a rule that when a commit is made to any branch that begins with etl:

        + +
          +
        • the commit message must not be blank
          • +
        • there must be job_name and version metadata
          • +
        • the version must be numeric
          • +
        + +

        To do this we’ll create an action. In lakeFS, an action specifies one or more events that will trigger it, and references one or more hooks to run when triggered. Actions are YAML files written to lakeFS under the _lakefs_actions/ folder of the lakeFS repository.

        + +

        Hooks can be either a Lua script that lakeFS will execute itself, an external web hook, or an Airflow DAG. In this example, we’re using a Lua hook.

        +

        + + + Configuring the Action + + +

        + + +
          +
        1. +

          In lakeFS create a new branch called add_action. You can do this through the UI or with lakectl:

          + + 
           docker exec lakefs \
+     lakectl branch create \
+             lakefs://quickstart/add_action \
+                     --source lakefs://quickstart/main
+
          +
          2. +
        2. +

          Open up your favorite text editor (or emacs), and paste the following YAML:

          + + 
           name: Check Commit Message and Metadata
+ on:
+ pre-commit:
+     branches: 
+     - etl**
+ hooks:
+ - id: check_metadata
+     type: lua
+     properties:
+     script: |
+         commit_message=action.commit.message
+         if commit_message and #commit_message>0 then
+             print("✅ The commit message exists and is not empty: " .. commit_message)
+         else
+             error("\n\n❌ A commit message must be provided")
+         end
+
+         job_name=action.commit.metadata["job_name"]
+         if job_name == nil then
+             error("\n❌ Commit metadata must include job_name")
+         else
+             print("✅ Commit metadata includes job_name: " .. job_name)
+         end
+
+         version=action.commit.metadata["version"]
+         if version == nil then
+             error("\n❌ Commit metadata must include version")
+         else
+             print("✅ Commit metadata includes version: " .. version)
+             if tonumber(version) then
+                 print("✅ Commit metadata version is numeric")
+             else
+                 error("\n❌ Version metadata must be numeric: " .. version)
+             end
+         end
+
          +
          3. +
        3. +

          Save this file as /tmp/check_commit_metadata.yml

          + +
            +
          • You can save it elsewhere, but make sure you change the path below when uploading
            • +
          +
          4. +
        4. +

          Upload the check_commit_metadata.yml file to the add_action branch under _lakefs_actions/. As above, you can use the UI (make sure you select the correct branch when you do), or with lakectl:

          + + 
           docker exec lakefs \
+     lakectl fs upload \
+         lakefs://quickstart/add_action/_lakefs_actions/check_commit_metadata.yml \
+         --source /tmp/check_commit_metadata.yml
+
          +
          5. +
        5. +

          Go to the Uncommitted Changes tab in the UI, and make sure that you see the new file in the path shown:

          + +

          lakeFS Uncommitted Changes view showing a file called `check_commit_metadata.yml` under the path `_lakefs_actions/`

          + +

          Click Commit Changes and enter a suitable message to commit this new file to the branch.

          +
          6. +
        6. +

          Now we’ll merge this new branch into main. From the Compare tab in the UI compare the main branch with add_action and click Merge

          + +

          lakeFS Compare view showing the difference between `main` and `add_action` branches

          +
          7. +
        +

        + + + Testing the Action + + +

        + + +

        Let’s remind ourselves what the rules are that the action is going to enforce.

        + +
        +

        When a commit is made to any branch that begins with etl:

        +
        + +
        +
          +
        • the commit message must not be blank
          • +
        • there must be job_name and version metadata
          • +
        • the version must be numeric
          • +
        +
        + +

        We’ll start by creating a branch that’s going to match the etl pattern, and then go ahead and commit a change and see how the action works.

        + +
          +
        1. +

          Create a new branch (see above instructions on how to do this if necessary) called etl_20230504. Make sure you use main as the source branch.

          + +

          In your new branch you should see the action that you created and merged above:

          + +

          lakeFS branch etl_20230504 with object /_lakefs_actions/check_commit_metadata.yml

          +
          2. +
        2. +

          To simulate an ETL job we’ll use the built-in DuckDB editor to run some SQL and write the result back to the lakeFS branch.

          + +

          Open the lakes.parquet file on the etl_20230504 branch from the Objects tab. Replace the SQL statement with the following:

          + + 
           COPY (
+     WITH src AS (
+         SELECT lake_name, country, depth_m,
+             RANK() OVER ( ORDER BY depth_m DESC) AS lake_rank
+         FROM READ_PARQUET('lakefs://quickstart/etl_20230504/lakes.parquet'))
+     SELECT * FROM SRC WHERE lake_rank <= 10
+ ) TO 'lakefs://quickstart/etl_20230504/top10_lakes.parquet'    
+
          +
          3. +
        3. +

          Head to the Uncommitted Changes tab in the UI and notice that there is now a file called top10_lakes.parquet waiting to be committed.

          + +

          lakeFS branch etl_20230504 with uncommitted file top10_lakes.parquet

          + +

          Now we’re ready to start trying out the commit rules, and seeing what happens if we violate them.

          +
          4. +
        4. +

          Click on Commit Changes, leave the Commit message blank, and click Commit Changes to confirm.

          + +

          Note that the commit fails because the hook did not succeed

          + +

          pre-commit hook aborted

          + +

          with the output from the hook’s code displayed

          + +

          ❌ A commit message must be provided

          + +

          lakeFS blocking an attempt to commit with no commit message

          +
          5. +
        5. +

          Do the same as the previous step, but provide a message this time:

          + +

          A commit to lakeFS with commit message in place

          + +

          The commit still fails as we need to include metadata too, which is what the error tells us

          + +

          ❌ Commit metadata must include job_name

          +
          6. +
        6. +

          Repeat the Commit Changes dialog and use the Add Metadata field to add the required metadata:

          + +

          A commit to lakeFS with commit message and metadata in place

          + +

          We’re almost there, but this still fails (as it should), since the version is not entirely numeric but includes v and ß:

          + +

          ❌ Version metadata must be numeric: v1.00ß

          + +

          Repeat the commit attempt specify the version as 1.00 this time, and rejoice as the commit succeeds

          + +

          Commit history in lakeFS showing that the commit met the rules set by the action and completed successfully.

          +
          7. +
        + +

        You can view the history of all action runs from the Action tab:

        + +

        Action run history in lakeFS

        +

        + + + Bonus Challenge + + +

        + + +

        And so with that, this quickstart for lakeFS draws to a close. If you’re simply having too much fun to stop then here’s an exercise for you.

        + +

        Implement the requirement from the beginning of this quickstart correctly, such that you write denmark-lakes.parquet in the respective branch and successfully merge it back into main. Look up how to list the contents of the main branch and verify that it looks like this:

        + +
        object          2023-03-21 17:33:51 +0000 UTC    20.9 kB         denmark-lakes.parquet
+object          2023-03-21 14:45:38 +0000 UTC    916.4 kB        lakes.parquet
+
        +

        + + + Finishing Up + + +

        + + +

        Once you’ve finished the quickstart, shut down your local environment with the following command:

        + +
        docker stop lakefs
+
        + + + + + +
        + + + Previous: Rollback the changes + +
        + + + +
        + + + Next: Resources for learning more about lakeFS + +
        + + +
        +
        + + + + +
        + +
        +
        + + + + + + + + diff --git a/v1.0/quickstart/add_data.html b/v1.0/quickstart/add_data.html new file mode 100644 index 000000000..03f48181c --- /dev/null +++ b/v1.0/quickstart/add_data.html @@ -0,0 +1,11 @@ + + + + Redirecting… + + + + +

        Redirecting…

        + Click here if you are not redirected. + diff --git a/v1.0/quickstart/branch.html b/v1.0/quickstart/branch.html new file mode 100644 index 000000000..604c940ea --- /dev/null +++ b/v1.0/quickstart/branch.html @@ -0,0 +1,832 @@ + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + +3️⃣ Create a branch | lakeFS Documentation + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + Link + + + + + + + Search + + + + + + + Menu + + + + + + + + + + + + Expand + + + + + + Document + + + + + + +
        +
        +
        + + + + + + + + + +
        + + +
        +
        + +
        + + + +
        +
        + + + + + +
        + +

        + + + Create a Branch 🪓 + + +

        + + +

        lakeFS uses branches in a similar way to Git. It’s a great way to isolate changes until, or if, we are ready to re-integrate them. lakeFS uses a copy-on-write technique which means that it’s very efficient to create branches of your data.

        + +

        Having seen the lakes data in the previous step we’re now going to create a new dataset to hold data only for lakes in Denmark. Why? Well, because :)

        + +

        The first thing we’ll do is create a branch for us to do this development against. We’ll use the lakectl tool to create the branch, which we first need to configure with our credentials. In a new terminal window run the following:

        + +
        docker exec -it lakefs lakectl config
+
        + +

        Follow the prompts to enter the credentials that you got in the first step. Leave the Server endpoint URL as http://127.0.0.1:8000.

        + +

        Now that lakectl is configured, we can use it to create the branch. Run the following:

        + +
        docker exec lakefs \
+    lakectl branch create \
+            lakefs://quickstart/denmark-lakes \
+		    --source lakefs://quickstart/main
+
        + +

        You should get a confirmation message like this:

        + +
        Source ref: lakefs://quickstart/main
+created branch 'denmark-lakes' 3384cd7cdc4a2cd5eb6249b52f0a709b49081668bb1574ce8f1ef2d956646816
+
        +

        + + + Transforming the Data + + +

        + + +

        Now we’ll make a change to the data. lakeFS has several native clients, as well as an S3-compatible endpoint. This means that anything that can use S3 will work with lakeFS. Pretty neat.

        + +

        We’re going to use DuckDB which is embedded within the web interface of lakeFS.

        + +

        From the lakeFS Objects page select the lakes.parquet file to open the DuckDB editor:

        + +

        The lakeFS object viewer with embedded DuckDB to query parquet files. A query has run automagically to preview the contents of the selected parquet file.

        + +

        To start with, we’ll load the lakes data into a DuckDB table so that we can manipulate it. Replace the previous text in the DuckDB editor with this:

        + +
        CREATE OR REPLACE TABLE lakes AS 
+    SELECT * FROM READ_PARQUET('lakefs://quickstart/denmark-lakes/lakes.parquet');
+
        + +

        You’ll see a row count of 100,000 to confirm that the DuckDB table has been created.

        + +

        Just to check that it’s the same data that we saw before we’ll run the same query. Note that we are querying a DuckDB table (lakes), rather than using a function to query a parquet file directly.

        + +
        SELECT   country, COUNT(*)
+FROM     lakes
+GROUP BY country
+ORDER BY COUNT(*) 
+DESC LIMIT 5;
+
        + +

        The DuckDB editor pane querying the lakes table

        +

        + + + Making a Change to the Data + + +

        + + +

        Now we can change our table, which was loaded from the original lakes.parquet, to remove all rows not for Denmark:

        + +
        DELETE FROM lakes WHERE Country != 'Denmark';
+
        + +

        The DuckDB editor pane deleting rows from the lakes table

        + +

        We can verify that it’s worked by reissuing the same query as before:

        + +
        SELECT   country, COUNT(*)
+FROM     lakes
+GROUP BY country
+ORDER BY COUNT(*) 
+DESC LIMIT 5;
+
        + +

        The DuckDB editor pane querying the lakes table showing only rows for Denmark remain

        +

        + + + Write the Data back to lakeFS + + +

        + + +

        The changes so far have only been to DuckDB’s copy of the data. Let’s now push it back to lakeFS. Note the path is different this time as we’re writing it to the denmark-lakes branch, not main:

        + +
        COPY lakes TO 'lakefs://quickstart/denmark-lakes/lakes.parquet';
+
        + +

        The DuckDB editor pane writing data back to the denmark-lakes branch

        +

        + + + Verify that the Data’s Changed on the Branch + + +

        + + +

        Let’s just confirm for ourselves that the parquet file itself has the new data. We’ll drop the lakes table just to be sure, and then query the parquet file directly:

        + +
        DROP TABLE lakes;
+
+SELECT   country, COUNT(*)
+FROM     READ_PARQUET('lakefs://quickstart/denmark-lakes/lakes.parquet')
+GROUP BY country
+ORDER BY COUNT(*) 
+DESC LIMIT 5;
+
        + +

        The DuckDB editor pane show the parquet file on denmark-lakes branch has been changed

        +

        + + + What about the data in main? + + +

        + + +

        So we’ve changed the data in our denmark-lakes branch, deleting swathes of the dataset. What’s this done to our original data in the main branch? Absolutely nothing! See for yourself by running the same query as above, but against the main branch:

        + +
        SELECT   country, COUNT(*)
+FROM     READ_PARQUET('lakefs://quickstart/main/lakes.parquet')
+GROUP BY country
+ORDER BY COUNT(*) 
+DESC LIMIT 5;
+
        +

        The lakeFS object browser showing DuckDB querying lakes.parquet on the main branch. The results are the same as they were before we made the changes to the denmark-lakes branch, which is as expected.

        + +

        In the next step we’ll see how to merge our branch back into main.

        + + + + + +
        + + + Previous: Query the pre-populated data + +
        + + + +
        + + + Next: Merge the branch back into main + +
        + + +
        +
        + + + + +
        + +
        +
        + + + + + + + + diff --git a/v1.0/quickstart/commit-and-merge.html b/v1.0/quickstart/commit-and-merge.html new file mode 100644 index 000000000..63cc4887a --- /dev/null +++ b/v1.0/quickstart/commit-and-merge.html @@ -0,0 +1,736 @@ + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + +4️⃣ Commit and Merge | lakeFS Documentation + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + Link + + + + + + + Search + + + + + + + Menu + + + + + + + + + + + + Expand + + + + + + Document + + + + + + +
        +
        +
        + + + + + + + + + +
        + + +
        +
        + +
        + + + +
        +
        + + + + + +
        + +

        In the previous step we branched our data from main into a new denmark-lakes branch, and overwrote the lakes.parquet to hold solely information about lakes in Denmark. Now we’re going to commit that change (just like Git) and merge it back to main (just like git).

        +

        + + + Committing Changes in lakeFS 🤝🏻 + + +

        + + +

        Having make the change to the datafile in the denmark-lakes branch, we now want to commit it. There are various options for interacting with the lakeFS API, including the web interface, a Python client, and lakectl which is what we’ll use here. Run the following from a terminal window:

        + +
        docker exec lakefs \
+    lakectl commit lakefs://quickstart/denmark-lakes \
+	    -m "Create a dataset of just the lakes in Denmark"
+
        + +

        You will get confirmation of the commit including its hash.

        +
        Branch: lakefs://quickstart/denmark-lakes
+Commit for branch "denmark-lakes" completed.
+
+ID: ba6d71d0965fa5d97f309a17ce08ad006c0dde15f99c5ea0904d3ad3e765bd74
+Message: Create a dataset of just the lakes in Denmark
+Timestamp: 2023-03-15 08:09:36 +0000 UTC
+Parents: 3384cd7cdc4a2cd5eb6249b52f0a709b49081668bb1574ce8f1ef2d956646816
+
        + +

        With our change committed, it’s now time to merge it to back to the main branch.

        +

        + + + Merging Branches in lakeFS 🔀 + + +

        + + +

        As above, we’ll use lakectl to do this too. The syntax just requires us to specify the source and target of the merge. Run this from a terminal window.

        + +
        docker exec lakefs \
+	lakectl merge \
+		lakefs://quickstart/denmark-lakes \
+		lakefs://quickstart/main
+
        + +

        We can confirm that this has worked by returning to the same object view of lakes.parquet as before and clicking on Execute to rerun the same query. You’ll see that the country row counts have changed, and only Denmark is left in the data:

        + +

        The lakeFS object browser with a DuckDB query on lakes.parquet showing that there is only data for Denmark.

        + +

        But…oh no! 😬 A slow chill creeps down your spine, and the bottom drops out of your stomach. What have you done! 😱 You were supposed to create a separate file of Denmark’s lakes - not replace the original one 🤦🏻🤦🏻‍♀️

        + +

        Is all lost? Will our hero overcome the obstacles? No, and yes respectively!

        + +

        Have no fear; lakeFS can revert changes. Tune in for the final part of the quickstart to see how.

        + + + + + +
        + + + Previous: Create a branch of the data + +
        + + + +
        + + + Next: Rollback the changes + +
        + + +
        +
        + + + + +
        + +
        +
        + + + + + + + + diff --git a/v1.0/quickstart/first_commit.html b/v1.0/quickstart/first_commit.html new file mode 100644 index 000000000..03f48181c --- /dev/null +++ b/v1.0/quickstart/first_commit.html @@ -0,0 +1,11 @@ + + + + Redirecting… + + + + +

        Redirecting…

        + Click here if you are not redirected. + diff --git a/v1.0/quickstart/index.html b/v1.0/quickstart/index.html new file mode 100644 index 000000000..c468aecb0 --- /dev/null +++ b/v1.0/quickstart/index.html @@ -0,0 +1,798 @@ + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + +⭐ Quickstart ⭐ | lakeFS Documentation + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + Link + + + + + + + Search + + + + + + + Menu + + + + + + + + + + + + Expand + + + + + + Document + + + + + + +
        +
        +
        + + + + + + + + + +
        + + +
        +
        + +
        + + + +
        +
        + + + +
        + +

        + + + lakeFS Quickstart + + +

        + + +

        Welcome to lakeFS 👋🏻

        + +

        lakeFS provides a “Git for data” platform enabling you to implement best practices from software engineering on your data lake, including branching and merging, CI/CD, and production-like dev/test environments.

        + +

        This quickstart will introduce you to some of the core ideas in lakeFS and show what you can do by illustrating the concept of branching, merging, and rolling back changes to data. It’s laid out in five short sections:

        + +
        + +
        +
        +

        step 1

        +
        +
        +

        + + + +Launch + + + +

        + +

        Spin up the quickstart environment locally under Docker

        +
        +
        + +
        +
        +

        step 2

        +
        +
        +

        + + + +Query + + + +

        + +

        Query the pre-populated data on the main branch

        +
        +
        + +
        +
        +

        step 3

        +
        +
        +

        + + + +Branch + + + +

        + +

        Make changes to the data on a new branch

        +
        +
        + +
        +
        +

        step 4

        +
        +
        +

        + + + +Merge + + + +

        + +

        Merge the changed data back to the main branch

        +
        +
        + +
        +
        +

        step 5

        +
        +
        +

        + + + +Rollback + + + +

        + +

        Change our mind and revert the changes

        +
        +
        +
        + +
        +
        +

        step 6

        +
        +
        +

        + + + +Actions + + + +

        + +

        Use Actions to trigger code when an event occurs

        +
        +
        + +

        You can use the 30-day free trial of lakeFS Cloud if you want to try out lakeFS without installing anything.

        + + + + + + + +
        + + + Next: Launch the quickstart environment + +
        + + +
        +
        + + + + +
        + +
        +
        + + + + + + + + diff --git a/v1.0/quickstart/installing.html b/v1.0/quickstart/installing.html new file mode 100644 index 000000000..03f48181c --- /dev/null +++ b/v1.0/quickstart/installing.html @@ -0,0 +1,11 @@ + + + + Redirecting… + + + + +

        Redirecting…

        + Click here if you are not redirected. + diff --git a/v1.0/quickstart/iso_env.html b/v1.0/quickstart/iso_env.html new file mode 100644 index 000000000..106803170 --- /dev/null +++ b/v1.0/quickstart/iso_env.html @@ -0,0 +1,11 @@ + + + + Redirecting… + + + + +

        Redirecting…

        + Click here if you are not redirected. + diff --git a/v1.0/quickstart/lakefs_cli.html b/v1.0/quickstart/lakefs_cli.html new file mode 100644 index 000000000..2b10799a3 --- /dev/null +++ b/v1.0/quickstart/lakefs_cli.html @@ -0,0 +1,11 @@ + + + + Redirecting… + + + + +

        Redirecting…

        + Click here if you are not redirected. + diff --git a/v1.0/quickstart/launch.html b/v1.0/quickstart/launch.html new file mode 100644 index 000000000..2c91becc9 --- /dev/null +++ b/v1.0/quickstart/launch.html @@ -0,0 +1,738 @@ + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + +1️⃣ Run lakeFS | lakeFS Documentation + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + Link + + + + + + + Search + + + + + + + Menu + + + + + + + + + + + + Expand + + + + + + Document + + + + + + +
        +
        +
        + + + + + + + + + +
        + + +
        +
        + +
        + + + +
        +
        + + + + + +
        + +

        + + + 👩🏻‍💻 Spin up the environment 👨🏻‍💻 + + +

        + + +

        If you don’t want to use Docker, you can use the 30-day free trial of lakeFS Cloud. Once you launch the free trial you will have access to the same content as this quickstart within the provided repository once you login.

        + +

        The quickstart uses Docker to bring up the lakeFS container, pre-populate it with some data, and also provides DuckDB from where we can interact with the data. You’ll need Docker installed to run this.

        + +

        Launch the lakeFS container:

        + +
        docker run --name lakefs --pull always \
+             --rm --publish 8000:8000 \
+             treeverse/lakefs:latest \
+             run --quickstart
+
        + +

        After a few moments you should see the lakeFS container ready to use:

        + +
        │
+│ lakeFS running in quickstart mode.
+│     Login at http://127.0.0.1:8000/
+│
+│     Access Key ID    : AKIAIOSFOLQUICKSTART
+│     Secret Access Key: wJalrXUtnFEMI/K7MDENG/bPxRfiCYEXAMPLEKEY
+│
+
        + +

        You’re now ready to dive into lakeFS!

        + +
          +
        1. +

          Open lakeFS’s web interface at http://127.0.0.1:8000/

          +
          2. +
        2. +

          Login with the quickstart credentials.

          + +
            +
          • Access Key ID: AKIAIOSFOLQUICKSTART
            • +
          • Secret Access Key: wJalrXUtnFEMI/K7MDENG/bPxRfiCYEXAMPLEKEY
            • +
          +
          3. +
        3. +

          You’ll notice that there aren’t any repositories created yet. Click the Create Sample Repository button.

          + +

          Empty lakeFS Repository list

          +
          4. +
        + +

        You will see the sample repository created and the quickstart guide within it. You can follow along there, or here - it’s the same :)

        + +

        The quickstart sample repo in lakeFS

        + + + + + +
        + + + Previous: Quickstart introduction + +
        + + + +
        + + + Next: Query the pre-populated data + +
        + + +
        +
        + + + + +
        + +
        +
        + + + + + + + + diff --git a/v1.0/quickstart/learning-more-lakefs.html b/v1.0/quickstart/learning-more-lakefs.html new file mode 100644 index 000000000..bf76a0b2c --- /dev/null +++ b/v1.0/quickstart/learning-more-lakefs.html @@ -0,0 +1,833 @@ + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + +🧑🏻‍🎓 Learn more about lakeFS | lakeFS Documentation + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + Link + + + + + + + Search + + + + + + + Menu + + + + + + + + + + + + Expand + + + + + + Document + + + + + + +
        +
        +
        + + + + + + + + + +
        + + +
        +
        + +
        + + + +
        +
        + + + + + +
        + +

        + + + Learn more about lakeFS + + +

        + + +

        The lakeFS quickstart is just the beginning of your lakeFS journey 🛣️

        + +

        Here are some more resources to help you find out more about lakeFS.

        +

        + + + Connecting lakeFS to your own object storage + + +

        + + +

        Enjoyed the quickstart and want to try out lakeFS against your own data? Here’s how to run lakeFS locally as a Docker container locally connecting to an object store.

        + +
        + +
        + +

        Note: Make sure the Quickstart Docker Compose from the previous steps isn’t also running as you’ll get a port conflict.

        + + 
        docker run --pull always -p 8000:8000 \
+   -e LAKEFS_BLOCKSTORE_TYPE='s3' \
+   -e AWS_ACCESS_KEY_ID='YourAccessKeyValue' \
+   -e AWS_SECRET_ACCESS_KEY='YourSecretKeyValue' \
+   treeverse/lakefs run --local-settings
+
        + +
        +
        + +

        Note: Make sure the Quickstart Docker Compose from the previous steps isn’t also running as you’ll get a port conflict.

        + + 
        docker run --pull always -p 8000:8000 \
+   -e LAKEFS_BLOCKSTORE_TYPE='azure' \
+   -e LAKEFS_BLOCKSTORE_AZURE_STORAGE_ACCOUNT='YourAzureStorageAccountName' \
+   -e LAKEFS_BLOCKSTORE_AZURE_STORAGE_ACCESS_KEY='YourAzureStorageAccessKey' \
+   treeverse/lakefs run --local-settings
+
        + +
        +
        + +

        Note: Make sure the Quickstart Docker Compose from the previous steps isn’t also running as you’ll get a port conflict.

        + + 
        docker run --pull always -p 8000:8000 \
+   -e LAKEFS_BLOCKSTORE_TYPE='gs' \
+   -e LAKEFS_BLOCKSTORE_GS_CREDENTIALS_JSON='YourGoogleServiceAccountKeyJSON' \
+   treeverse/lakefs run --local-settings
+
        +

        where you will replace YourGoogleServiceAccountKeyJSON with JSON string that contains your Google service account key.

        + +

        If you want to use the JSON file that contains your Google service account key instead of JSON string (as in the previous command) then go to the directory where JSON file is stored and run the command with local parameters:

        + + 
        docker run --pull always -p 8000:8000 \
+   -v $PWD:/myfiles \
+   -e LAKEFS_BLOCKSTORE_TYPE='gs' \
+   -e LAKEFS_BLOCKSTORE_GS_CREDENTIALS_FILE='/myfiles/YourGoogleServiceAccountKey.json' \
+   treeverse/lakefs run --local-settings
+
        +

        This command will mount your present working directory (PWD) within the container and will read the JSON file from your PWD.

        + +
        +
        + +

        To use lakeFS with MinIO (or other S3-compatible object storage), use the following example:

        + +

        Note: Make sure the Quickstart Docker Compose from the previous steps isn’t also running as you’ll get a port conflict.

        + + 
        docker run --pull always -p 8000:8000 \
+   -e LAKEFS_BLOCKSTORE_TYPE='s3' \
+   -e LAKEFS_BLOCKSTORE_S3_FORCE_PATH_STYLE='true' \
+   -e LAKEFS_BLOCKSTORE_S3_ENDPOINT='http://<minio_endpoint>' \
+   -e LAKEFS_BLOCKSTORE_S3_DISCOVER_BUCKET_REGION='false' \
+   -e LAKEFS_BLOCKSTORE_S3_CREDENTIALS_ACCESS_KEY_ID='<minio_access_key>' \
+   -e LAKEFS_BLOCKSTORE_S3_CREDENTIALS_SECRET_ACCESS_KEY='<minio_secret_key>' \
+   treeverse/lakefs run --local-settings
+
        + +
        +
        +

        + + + Deploying lakeFS + + +

        + + +

        Ready to do this thing for real? The deployment guides show you how to deploy lakeFS locally (including on Kubernetes) or on AWS, Azure, or GCP.

        + +

        Alternatively you might want to have a look at lakeFS Cloud which provides a fully-managed, SOC-2 compliant, lakeFS service.

        +

        + + + lakeFS Samples + + +

        + + +

        The lakeFS Samples GitHub repository includes some excellent examples including:

        + +
          +
        • How to implement multi-table transaction on multiple Delta Tables
          • +
        • Notebooks to show integration of lakeFS with Spark, Python, Delta Lake, Airflow and Hooks.
          • +
        • Examples of using lakeFS webhooks to run automated data quality checks on different branches.
          • +
        • Using lakeFS branching features to create dev/test data environments for ETL testing and experimentation.
          • +
        • Reproducing ML experiments with certainty using lakeFS tags.
          • +
        +

        + + + lakeFS Community + + +

        + + +

        The lakeFS community is important to us. Our guiding principles are:

        + +
          +
        • Fully open, in code and conversation
          • +
        • We learn and grow together
          • +
        • Compassion and respect in every interaction
          • +
        + +

        We’d love for you to join our Slack group and come and introduce yourself on #announcements-and-more. Or just lurk and soak up the vibes 😎

        + +

        If you’re interested in getting involved in the development of lakeFS, head over our the GitHub repo to look at the code and peruse the issues. The comprehensive contributing document should have you covered on next steps but if you’ve any questions the #dev channel on Slack will be delighted to help.

        + +

        We love speaking at meetups and chatting to community members at them - you can find a list of these here.

        + +

        Finally, make sure to drop by to say hi on Twitter, Mastodon, and LinkedIn 👋🏻

        +

        + + + lakeFS Concepts and Internals + + +

        + + +

        We describe lakeFS as “Git for data” but what does that actually mean? Have a look at the concepts and architecture guides, as well as the explanation of how merges are handled. To go deeper you might be interested in the internals of versioning and our internal database structure.

        + + + + + +
        + + + Previous: Using Actions and Hooks in lakeFS + +
        + + + + +
        +
        + + + + +
        + +
        +
        + + + + + + + + diff --git a/v1.0/quickstart/more_quickstart_options.html b/v1.0/quickstart/more_quickstart_options.html new file mode 100644 index 000000000..03f48181c --- /dev/null +++ b/v1.0/quickstart/more_quickstart_options.html @@ -0,0 +1,11 @@ + + + + Redirecting… + + + + +

        Redirecting…

        + Click here if you are not redirected. + diff --git a/v1.0/quickstart/query.html b/v1.0/quickstart/query.html new file mode 100644 index 000000000..4e76e224b --- /dev/null +++ b/v1.0/quickstart/query.html @@ -0,0 +1,717 @@ + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + +2️⃣ Query the data | lakeFS Documentation + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + Link + + + + + + + Search + + + + + + + Menu + + + + + + + + + + + + Expand + + + + + + Document + + + + + + +
        +
        +
        + + + + + + + + + +
        + + +
        +
        + +
        + + + +
        +
        + + + + + +
        + +

        + + + Let’s Query Something 👀 + + +

        + + +

        The lakeFS server has been loaded with a sample parquet datafile. Fittingly enough for a piece of software to help users of data lakes, the lakes.parquet file holds data about lakes around the world.

        + +

        You’ll notice that the branch is set to main. This is conceptually the same as your main branch in Git against which you develop software code.

        + +

        The lakeFS objects list with a highlight to indicate that the branch is set to main.

        + +

        Let’s have a look at the data, ahead of making some changes to it on a branch in the following steps.

        + +

        Click on lakes.parquet and notice that the built-it DuckDB runs a query to show a preview of the file’s contents.

        + +

        The lakeFS object viewer with embedded DuckDB to query parquet files. A query has run automagically to preview the contents of the selected parquet file.

        + +

        Now we’ll run our own query on it to look at the top five countries represented in the data.

        + +

        Copy and paste the following SQL statement into the DuckDB query panel and click on Execute.

        + +
        SELECT   country, COUNT(*)
+FROM     READ_PARQUET('lakefs://quickstart/main/lakes.parquet')
+GROUP BY country
+ORDER BY COUNT(*) 
+DESC LIMIT 5;
+
        + +

        An embedded DuckDB query showing a count of rows per country in the dataset.

        + +

        Next we’re going to make some changes to the data—but on a development branch so that the data in the main branch remains untouched.

        + + + + + +
        + + + Previous: Launch the quickstart environment + +
        + + + +
        + + + Next: Create a branch of the data + +
        + + +
        +
        + + + + +
        + +
        +
        + + + + + + + + diff --git a/v1.0/quickstart/repository.html b/v1.0/quickstart/repository.html new file mode 100644 index 000000000..03f48181c --- /dev/null +++ b/v1.0/quickstart/repository.html @@ -0,0 +1,11 @@ + + + + Redirecting… + + + + +

        Redirecting…

        + Click here if you are not redirected. + diff --git a/v1.0/quickstart/rollback.html b/v1.0/quickstart/rollback.html new file mode 100644 index 000000000..ecb0afdfb --- /dev/null +++ b/v1.0/quickstart/rollback.html @@ -0,0 +1,709 @@ + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + +5️⃣ Roll back Changes | lakeFS Documentation + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + Link + + + + + + + Search + + + + + + + Menu + + + + + + + + + + + + Expand + + + + + + Document + + + + + + +
        +
        +
        + + + + + + + + + +
        + + +
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        + + + +
        +
        + + + + + +
        + +

        + + + Rolling back Changes in lakeFS ↩️ + + +

        + + +

        Our intrepid user (you) merged a change back into the main branch and realised that they had made a mistake 🤦🏻.

        + +

        The good news for them (you) is that lakeFS can revert changes made, similar to how you would in Git 😅.

        + +

        From your terminal window run lakectl with the revert command:

        + +
        docker exec -it lakefs \
+    lakectl branch revert \
+	    lakefs://quickstart/main \
+	    main --parent-number 1 --yes
+
        +

        You should see a confirmation of a successful rollback:

        +
        Branch: lakefs://quickstart/main
+commit main successfully reverted
+
        + +

        Back in the object page and the DuckDB query we can see that the original file is now back to how it was: +The lakeFS object viewer with DuckDB query showing that the lakes dataset on main branch has been successfully returned to state prior to the merge.

        + + + + + +
        + + + Previous: Merge the branch back into main + +
        + + + +
        + + + Next: Using Actions and Hooks in lakeFS + +
        + + +
        +
        + + + + +
        + +
        +
        + + + + + + + + diff --git a/v1.0/quickstart/run.html b/v1.0/quickstart/run.html new file mode 100644 index 000000000..03f48181c --- /dev/null +++ b/v1.0/quickstart/run.html @@ -0,0 +1,11 @@ + + + + Redirecting… + + + + +

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\ No newline at end of file diff --git a/v1.0/reference/access-control-list.html b/v1.0/reference/access-control-list.html new file mode 100644 index 000000000..386cd856b --- /dev/null +++ b/v1.0/reference/access-control-list.html @@ -0,0 +1,11 @@ + + + + Redirecting… + + + + +

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        + + +
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        + + + + + +
        + +
        + + + + + + + + + + + + + + + + +
        +
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        + + + + + + + + diff --git a/v1.0/reference/audit.html b/v1.0/reference/audit.html new file mode 100644 index 000000000..2745a17a8 --- /dev/null +++ b/v1.0/reference/audit.html @@ -0,0 +1,11 @@ + + + + Redirecting… + + + + +

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        + Click here if you are not redirected. + diff --git a/v1.0/reference/auditing.html b/v1.0/reference/auditing.html new file mode 100644 index 000000000..65fd81ef2 --- /dev/null +++ b/v1.0/reference/auditing.html @@ -0,0 +1,741 @@ + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + +Auditing | lakeFS Documentation + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + Link + + + + + + + Search + + + + + + + Menu + + + + + + + + + + + + Expand + + + + + + Document + + + + + + +
        +
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        + + + + + + + + + +
        + + +
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        + +
        + + + +
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        + + + + + +
        + +

        + + + Auditing + + +

        + +

        lakeFS Cloud

        + +
        +

        Auditing is only available for lakeFS Cloud.

        +
        + +

        The lakeFS audit log allows you to view all relevant user action information in a clear and organized table, including when the action was performed, by whom, and what it was they did.

        + +

        audit log

        + +

        This can be useful for several purposes, including:

        + +
          +
        1. +

          Compliance - Audit logs can be used to show what data users accessed, as well as any changes they made to user management.

          +
          2. +
        2. +

          Troubleshooting - If something changes on your underlying object store that you weren’t expecting, such as a big file suddenly breaking into thousands of smaller files, you can use the audit log to find out what action led to this change.

          +
          3. +
        +

        + + + Audit Fields + + +

        + + +

        The audit log includes the following fields:

        + +
          +
        • Time - Time of action
          • +
        • User - Name of the user who performed the action
          • +
        • Region - Region of the lakeFS installation where the action was performed
          • +
        • Status - Status code returned for the action +
            +
          • 2xx - Successful
            • +
          • 3xx - Redirection
            • +
          • 4xx - Client error
            • +
          • 5xx - Server error
            • +
          +
          • +
        • Action - Specific lakeFS action (such as Login, Commit, ListRepositories, CreateUser, etc…)
          • +
        • Resource - Full URL of the command (e.g for a commit on branch main we would see the action Commit and the resource /api/v1/repositories/e2e-monitoring/branches/main/commits)
          • +
        +

        + + + Filtering + + +

        + + +

        Filtering is available using the filter bar. The filter bar works with a simple query language.

        + +

        The table fields can be filtered by the following operators

        +
          +
        • User - =,!=
          • +
        • Region - =,!=
          • +
        • Status(Number) - <,>,<=,>=,=,!=
          • +
        • Action - =,!=
          • +
        • Resource - =,!=
          • +
        + + + + + + + + +
        +
        + + + + +
        + +
        +
        + + + + + + + + diff --git a/v1.0/reference/authentication.html b/v1.0/reference/authentication.html new file mode 100644 index 000000000..420c7896a --- /dev/null +++ b/v1.0/reference/authentication.html @@ -0,0 +1,11 @@ + + + + Redirecting… + + + + +

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        + + + + + +
        + +

        + + + lakectl (lakeFS command-line tool) + + +

        + + +
        +

        + + + Table of contents + + +

        + + +
          +
        1. Installing lakectl locally
          2. +
        2. Running lakectl from Docker
          3. +
        3. Command Reference
          4. +
        + +
        +

        + + + Installing lakectl locally + + +

        + + +

        lakectl is available for Linux, macOS, and Windows. You can also run it using Docker.

        + +

        Download lakectl

        + +

        Or using Homebrew for Linux/macOS:

        + +
        brew tap treeverse/lakefs
+brew install lakefs
+
        +

        + + + Configuring credentials and API endpoint + + +

        + + +

        Once you’ve installed the lakectl command, run:

        + +
        lakectl config
+# output:
+# Config file /home/janedoe/.lakectl.yaml will be used
+# Access key ID: AKIAIOSFODNN7EXAMPLE
+# Secret access key: ****************************************
+# Server endpoint URL: http://localhost:8000
+
        + +

        This will setup a $HOME/.lakectl.yaml file with the credentials and API endpoint you’ve supplied. +When setting up a new installation and creating initial credentials (see Quickstart), the UI +will provide a link to download a preconfigured configuration file for you.

        + +

        lakectl configuration items can each be controlled by an environment variable. The variable name will have a prefix of +LAKECTL_, followed by the name of the configuration, replacing every ‘.’ with a ‘_’. Example: LAKECTL_SERVER_ENDPOINT_URL +controls server.endpoint_url.

        +

        + + + Running lakectl from Docker + + +

        + + +

        If you’d rather run lakectl from a Docker container you can do so by passing configuration elements as environment variables. +Here is an example:

        + +
        docker run --rm --pull always \
+          -e LAKECTL_CREDENTIALS_ACCESS_KEY_ID=AKIAIOSFODNN7EXAMPLE \
+          -e LAKECTL_CREDENTIALS_SECRET_ACCESS_KEY=xxxxx
+          -e LAKECTL_SERVER_ENDPOINT_URL=https://host.us-east-2.lakefscloud.io/ \
+          --entrypoint lakectl treeverse/lakefs \
+          repo list
+
        + +

        Bear in mind that if you are running lakeFS itself locally you will need to account for this in your networking configuration of +the Docker container. That is to say, localhost to a Docker container is itself, not the host machine on which it is running.

        +

        + + + Command Reference + + +

        + +

        + + + lakectl + + +

        + + +

        A cli tool to explore manage and work with lakeFS

        +

        + + + Synopsis + + +

        + + +

        lakectl is a CLI tool allowing exploration and manipulation of a lakeFS environment

        + +
        lakectl [flags]
+
        +

        + + + Options + + +

        + + +
              --base-uri string      base URI used for lakeFS address parse
+  -c, --config string        config file (default is $HOME/.lakectl.yaml)
+  -h, --help                 help for lakectl
+      --log-format string    set logging output format
+      --log-level string     set logging level (default "none")
+      --log-output strings   set logging output(s)
+      --no-color             don't use fancy output colors (default value can be set by NO_COLOR environment variable)
+      --verbose              run in verbose mode
+  -v, --version              version for lakectl
+
        + +

        note: The base-uri option can be controlled with the LAKECTL_BASE_URI environment variable.

        +

        + + + Example usage + + +

        + + +
        $ export LAKECTL_BASE_URI="lakefs://my-repo/my-branch"
+# Once set, use relative lakefs uri's:
+$ lakectl fs ls /path
+
        +

        + + + lakectl abuse + + +

        + + +

        note: This command is a lakeFS plumbing command. Don’t use it unless you’re really sure you know what you’re doing.

        + +

        Abuse a running lakeFS instance. See sub commands for more info.

        +

        + + + Options + + +

        + + +
          -h, --help   help for abuse
+
        +

        + + + lakectl abuse commit + + +

        + + +

        Commits to the source ref repeatedly

        + +
        lakectl abuse commit <source ref uri> [flags]
+
        +

        + + + Options + + +

        + + +
              --amount int     amount of commits to do (default 100)
+      --gap duration   duration to wait between commits (default 2s)
+  -h, --help           help for commit
+
        +

        + + + lakectl abuse create-branches + + +

        + + +

        Create a lot of branches very quickly.

        + +
        lakectl abuse create-branches <source ref uri> [flags]
+
        +

        + + + Options + + +

        + + +
              --amount int             amount of things to do (default 1000000)
+      --branch-prefix string   prefix to create branches under (default "abuse-")
+      --clean-only             only clean up past runs
+  -h, --help                   help for create-branches
+      --parallelism int        amount of things to do in parallel (default 100)
+
        +

        + + + lakectl abuse help + + +

        + + +

        Help about any command

        +

        + + + Synopsis + + +

        + + +

        Help provides help for any command in the application. +Simply type abuse help [path to command] for full details.

        + +
        lakectl abuse help [command] [flags]
+
        +

        + + + Options + + +

        + + +
          -h, --help   help for help
+
        + + + +

        Link the same object in parallel.

        + +
        lakectl abuse link-same-object <source ref uri> [flags]
+
        +

        + + + Options + + +

        + + +
              --amount int        amount of link object to do (default 1000000)
+  -h, --help              help for link-same-object
+      --key string        key used for the test (default "linked-object")
+      --parallelism int   amount of link object to do in parallel (default 100)
+
        +

        + + + lakectl abuse list + + +

        + + +

        List from the source ref

        + +
        lakectl abuse list <source ref uri> [flags]
+
        +

        + + + Options + + +

        + + +
              --amount int        amount of lists to do (default 1000000)
+  -h, --help              help for list
+      --parallelism int   amount of lists to do in parallel (default 100)
+      --prefix string     prefix to list under (default "abuse/")
+
        +

        + + + lakectl abuse random-read + + +

        + + +

        Read keys from a file and generate random reads from the source ref for those keys.

        + +
        lakectl abuse random-read <source ref uri> [flags]
+
        +

        + + + Options + + +

        + + +
              --amount int         amount of reads to do (default 1000000)
+      --from-file string   read keys from this file ("-" for stdin)
+  -h, --help               help for random-read
+      --parallelism int    amount of reads to do in parallel (default 100)
+
        +

        + + + lakectl abuse random-write + + +

        + + +

        Generate random writes to the source branch

        + +
        lakectl abuse random-write <source branch uri> [flags]
+
        +

        + + + Options + + +

        + + +
              --amount int        amount of writes to do (default 1000000)
+  -h, --help              help for random-write
+      --parallelism int   amount of writes to do in parallel (default 100)
+      --prefix string     prefix to create paths under (default "abuse/")
+
        +

        + + + lakectl actions + + +

        + + +

        Manage Actions commands

        +

        + + + Options + + +

        + + +
          -h, --help   help for actions
+
        +

        + + + lakectl actions help + + +

        + + +

        Help about any command

        +

        + + + Synopsis + + +

        + + +

        Help provides help for any command in the application. +Simply type actions help [path to command] for full details.

        + +
        lakectl actions help [command] [flags]
+
        +

        + + + Options + + +

        + + +
          -h, --help   help for help
+
        +

        + + + lakectl actions runs + + +

        + + +

        Explore runs information

        +

        + + + Options + + +

        + + +
          -h, --help   help for runs
+
        +

        + + + lakectl actions runs describe + + +

        + + +

        Describe run results

        +

        + + + Synopsis + + +

        + + +

        Show information about the run and all the hooks that were executed as part of the run

        + +
        lakectl actions runs describe [flags]
+
        +

        + + + Examples + + +

        + + +
        lakectl actions runs describe lakefs://<repository> <run_id>
+
        +

        + + + Options + + +

        + + +
              --after string   show results after this value (used for pagination)
+      --amount int     number of results to return. By default, all results are returned.
+  -h, --help           help for describe
+
        +

        + + + lakectl actions runs help + + +

        + + +

        Help about any command

        +

        + + + Synopsis + + +

        + + +

        Help provides help for any command in the application. +Simply type runs help [path to command] for full details.

        + +
        lakectl actions runs help [command] [flags]
+
        +

        + + + Options + + +

        + + +
          -h, --help   help for help
+
        +

        + + + lakectl actions runs list + + +

        + + +

        List runs

        +

        + + + Synopsis + + +

        + + +

        List all runs on a repository optional filter by branch or commit

        + +
        lakectl actions runs list [flags]
+
        +

        + + + Examples + + +

        + + +
        lakectl actions runs list lakefs://<repository> [--branch <branch>] [--commit <commit_id>]
+
        +

        + + + Options + + +

        + + +
              --after string    show results after this value (used for pagination)
+      --amount int      number of results to return (default 100)
+      --branch string   show results for specific branch
+      --commit string   show results for specific commit ID
+  -h, --help            help for list
+
        +

        + + + lakectl actions validate + + +

        + + +

        Validate action file

        +

        + + + Synopsis + + +

        + + +

        Tries to parse the input action file as lakeFS action file

        + +
        lakectl actions validate [flags]
+
        +

        + + + Examples + + +

        + + +
        lakectl actions validate <path>
+
        +

        + + + Options + + +

        + + +
          -h, --help   help for validate
+
        +

        + + + lakectl annotate + + +

        + + +

        List entries under a given path, annotating each with the latest modifying commit

        + +
        lakectl annotate <path uri> [flags]
+
        +

        + + + Options + + +

        + + +
              --first-parent   follow only the first parent commit upon seeing a merge commit
+  -h, --help           help for annotate
+  -r, --recursive      recursively annotate all entries under a given path or prefix
+
        +

        + + + lakectl auth + + +

        + + +

        Manage authentication and authorization

        +

        + + + Synopsis + + +

        + + +

        manage authentication and authorization including users, groups and ACLs

        +

        + + + Options + + +

        + + +
          -h, --help   help for auth
+
        +

        + + + lakectl auth groups + + +

        + + +

        Manage groups

        +

        + + + Options + + +

        + + +
          -h, --help   help for groups
+
        +

        + + + lakectl auth groups acl + + +

        + + +

        Manage ACLs

        +

        + + + Synopsis + + +

        + + +

        manage ACLs of groups

        +

        + + + Options + + +

        + + +
          -h, --help   help for acl
+
        +

        + + + lakectl auth groups acl get + + +

        + + +

        Get ACL of group

        + +
        lakectl auth groups acl get [flags]
+
        +

        + + + Options + + +

        + + +
          -h, --help        help for get
+      --id string   Group identifier
+
        +

        + + + lakectl auth groups acl help + + +

        + + +

        Help about any command

        +

        + + + Synopsis + + +

        + + +

        Help provides help for any command in the application. +Simply type acl help [path to command] for full details.

        + +
        lakectl auth groups acl help [command] [flags]
+
        +

        + + + Options + + +

        + + +
          -h, --help   help for help
+
        +

        + + + lakectl auth groups acl set + + +

        + + +

        Set ACL of group

        +

        + + + Synopsis + + +

        + + +

        Set ACL of group. permission will be attached to all repositories.

        + +
        lakectl auth groups acl set [flags]
+
        +

        + + + Options + + +

        + + +
          -h, --help                help for set
+      --id string           Group identifier
+      --permission string   Permission, typically one of "Read", "Write", "Super" or "Admin"
+
        +

        + + + lakectl auth groups create + + +

        + + +

        Create a group

        + +
        lakectl auth groups create [flags]
+
        +

        + + + Options + + +

        + + +
          -h, --help        help for create
+      --id string   Group identifier
+
        +

        + + + lakectl auth groups delete + + +

        + + +

        Delete a group

        + +
        lakectl auth groups delete [flags]
+
        +

        + + + Options + + +

        + + +
          -h, --help        help for delete
+      --id string   Group identifier
+
        +

        + + + lakectl auth groups help + + +

        + + +

        Help about any command

        +

        + + + Synopsis + + +

        + + +

        Help provides help for any command in the application. +Simply type groups help [path to command] for full details.

        + +
        lakectl auth groups help [command] [flags]
+
        +

        + + + Options + + +

        + + +
          -h, --help   help for help
+
        +

        + + + lakectl auth groups list + + +

        + + +

        List groups

        + +
        lakectl auth groups list [flags]
+
        +

        + + + Options + + +

        + + +
              --amount int     how many results to return (default 100)
+      --after string   show results after this value (used for pagination)
+  -h, --help           help for list
+
        +

        + + + lakectl auth groups members + + +

        + + +

        Manage group user memberships

        +

        + + + Options + + +

        + + +
          -h, --help   help for members
+
        +

        + + + lakectl auth groups members add + + +

        + + +

        Add a user to a group

        + +
        lakectl auth groups members add [flags]
+
        +

        + + + Options + + +

        + + +
          -h, --help          help for add
+      --id string     Group identifier
+      --user string   Username (email for password-based users, default: current user)
+
        +

        + + + lakectl auth groups members help + + +

        + + +

        Help about any command

        +

        + + + Synopsis + + +

        + + +

        Help provides help for any command in the application. +Simply type members help [path to command] for full details.

        + +
        lakectl auth groups members help [command] [flags]
+
        +

        + + + Options + + +

        + + +
          -h, --help   help for help
+
        +

        + + + lakectl auth groups members list + + +

        + + +

        List users in a group

        + +
        lakectl auth groups members list [flags]
+
        +

        + + + Options + + +

        + + +
              --id string      Group identifier
+      --amount int     how many results to return (default 100)
+      --after string   show results after this value (used for pagination)
+  -h, --help           help for list
+
        +

        + + + lakectl auth groups members remove + + +

        + + +

        Remove a user from a group

        + +
        lakectl auth groups members remove [flags]
+
        +

        + + + Options + + +

        + + +
          -h, --help          help for remove
+      --id string     Group identifier
+      --user string   Username (email for password-based users, default: current user)
+
        +

        + + + lakectl auth groups policies + + +

        + + +

        Manage group policies

        +

        + + + Synopsis + + +

        + + +

        Manage group policies. Requires an external authorization server with matching support.

        +

        + + + Options + + +

        + + +
          -h, --help   help for policies
+
        +

        + + + lakectl auth groups policies attach + + +

        + + +

        Attach a policy to a group

        + +
        lakectl auth groups policies attach [flags]
+
        +

        + + + Options + + +

        + + +
          -h, --help            help for attach
+      --id string       User identifier
+      --policy string   Policy identifier
+
        +

        + + + lakectl auth groups policies detach + + +

        + + +

        Detach a policy from a group

        + +
        lakectl auth groups policies detach [flags]
+
        +

        + + + Options + + +

        + + +
          -h, --help            help for detach
+      --id string       User identifier
+      --policy string   Policy identifier
+
        +

        + + + lakectl auth groups policies help + + +

        + + +

        Help about any command

        +

        + + + Synopsis + + +

        + + +

        Help provides help for any command in the application. +Simply type policies help [path to command] for full details.

        + +
        lakectl auth groups policies help [command] [flags]
+
        +

        + + + Options + + +

        + + +
          -h, --help   help for help
+
        +

        + + + lakectl auth groups policies list + + +

        + + +

        List policies for the given group

        + +
        lakectl auth groups policies list [flags]
+
        +

        + + + Options + + +

        + + +
              --id string      Group identifier
+      --amount int     how many results to return (default 100)
+      --after string   show results after this value (used for pagination)
+  -h, --help           help for list
+
        +

        + + + lakectl auth help + + +

        + + +

        Help about any command

        +

        + + + Synopsis + + +

        + + +

        Help provides help for any command in the application. +Simply type auth help [path to command] for full details.

        + +
        lakectl auth help [command] [flags]
+
        +

        + + + Options + + +

        + + +
          -h, --help   help for help
+
        +

        + + + lakectl auth policies + + +

        + + +

        Manage policies

        +

        + + + Options + + +

        + + +
          -h, --help   help for policies
+
        +

        + + + lakectl auth policies create + + +

        + + +

        Create a policy

        + +
        lakectl auth policies create [flags]
+
        +

        + + + Options + + +

        + + +
          -h, --help                        help for create
+      --id string                   Policy identifier
+      --statement-document string   JSON statement document path (or "-" for stdin)
+
        +

        + + + lakectl auth policies delete + + +

        + + +

        Delete a policy

        + +
        lakectl auth policies delete [flags]
+
        +

        + + + Options + + +

        + + +
          -h, --help        help for delete
+      --id string   Policy identifier
+
        +

        + + + lakectl auth policies help + + +

        + + +

        Help about any command

        +

        + + + Synopsis + + +

        + + +

        Help provides help for any command in the application. +Simply type policies help [path to command] for full details.

        + +
        lakectl auth policies help [command] [flags]
+
        +

        + + + Options + + +

        + + +
          -h, --help   help for help
+
        +

        + + + lakectl auth policies list + + +

        + + +

        List policies

        + +
        lakectl auth policies list [flags]
+
        +

        + + + Options + + +

        + + +
              --amount int     how many results to return (default 100)
+      --after string   show results after this value (used for pagination)
+  -h, --help           help for list
+
        +

        + + + lakectl auth policies show + + +

        + + +

        Show a policy

        + +
        lakectl auth policies show [flags]
+
        +

        + + + Options + + +

        + + +
          -h, --help        help for show
+      --id string   Policy identifier
+
        +

        + + + lakectl auth users + + +

        + + +

        Manage users

        +

        + + + Options + + +

        + + +
          -h, --help   help for users
+
        +

        + + + lakectl auth users create + + +

        + + +

        Create a user

        + +
        lakectl auth users create [flags]
+
        +

        + + + Options + + +

        + + +
          -h, --help        help for create
+      --id string   Username
+
        +

        + + + lakectl auth users credentials + + +

        + + +

        Manage user credentials

        +

        + + + Options + + +

        + + +
          -h, --help   help for credentials
+
        +

        + + + lakectl auth users credentials create + + +

        + + +

        Create user credentials

        + +
        lakectl auth users credentials create [flags]
+
        +

        + + + Options + + +

        + + +
          -h, --help        help for create
+      --id string   Username (email for password-based users, default: current user)
+
        +

        + + + lakectl auth users credentials delete + + +

        + + +

        Delete user credentials

        + +
        lakectl auth users credentials delete [flags]
+
        +

        + + + Options + + +

        + + +
              --access-key-id string   Access key ID to delete
+  -h, --help                   help for delete
+      --id string              Username (email for password-based users, default: current user)
+
        +

        + + + lakectl auth users credentials help + + +

        + + +

        Help about any command

        +

        + + + Synopsis + + +

        + + +

        Help provides help for any command in the application. +Simply type credentials help [path to command] for full details.

        + +
        lakectl auth users credentials help [command] [flags]
+
        +

        + + + Options + + +

        + + +
          -h, --help   help for help
+
        +

        + + + lakectl auth users credentials list + + +

        + + +

        List user credentials

        + +
        lakectl auth users credentials list [flags]
+
        +

        + + + Options + + +

        + + +
              --id string      Username (email for password-based users, default: current user)
+      --amount int     how many results to return (default 100)
+      --after string   show results after this value (used for pagination)
+  -h, --help           help for list
+
        +

        + + + lakectl auth users delete + + +

        + + +

        Delete a user

        + +
        lakectl auth users delete [flags]
+
        +

        + + + Options + + +

        + + +
          -h, --help        help for delete
+      --id string   Username (email for password-based users)
+
        +

        + + + lakectl auth users groups + + +

        + + +

        Manage user groups

        +

        + + + Options + + +

        + + +
          -h, --help   help for groups
+
        +

        + + + lakectl auth users groups help + + +

        + + +

        Help about any command

        +

        + + + Synopsis + + +

        + + +

        Help provides help for any command in the application. +Simply type groups help [path to command] for full details.

        + +
        lakectl auth users groups help [command] [flags]
+
        +

        + + + Options + + +

        + + +
          -h, --help   help for help
+
        +

        + + + lakectl auth users groups list + + +

        + + +

        List groups for the given user

        + +
        lakectl auth users groups list [flags]
+
        +

        + + + Options + + +

        + + +
              --id string      Username (email for password-based users)
+      --amount int     how many results to return (default 100)
+      --after string   show results after this value (used for pagination)
+  -h, --help           help for list
+
        +

        + + + lakectl auth users help + + +

        + + +

        Help about any command

        +

        + + + Synopsis + + +

        + + +

        Help provides help for any command in the application. +Simply type users help [path to command] for full details.

        + +
        lakectl auth users help [command] [flags]
+
        +

        + + + Options + + +

        + + +
          -h, --help   help for help
+
        +

        + + + lakectl auth users list + + +

        + + +

        List users

        + +
        lakectl auth users list [flags]
+
        +

        + + + Options + + +

        + + +
              --amount int     how many results to return (default 100)
+      --after string   show results after this value (used for pagination)
+  -h, --help           help for list
+
        +

        + + + lakectl auth users policies + + +

        + + +

        Manage user policies

        +

        + + + Synopsis + + +

        + + +

        Manage user policies. Requires an external authorization server with matching support.

        +

        + + + Options + + +

        + + +
          -h, --help   help for policies
+
        +

        + + + lakectl auth users policies attach + + +

        + + +

        Attach a policy to a user

        + +
        lakectl auth users policies attach [flags]
+
        +

        + + + Options + + +

        + + +
          -h, --help            help for attach
+      --id string       Username (email for password-based users)
+      --policy string   Policy identifier
+
        +

        + + + lakectl auth users policies detach + + +

        + + +

        Detach a policy from a user

        + +
        lakectl auth users policies detach [flags]
+
        +

        + + + Options + + +

        + + +
          -h, --help            help for detach
+      --id string       Username (email for password-based users)
+      --policy string   Policy identifier
+
        +

        + + + lakectl auth users policies help + + +

        + + +

        Help about any command

        +

        + + + Synopsis + + +

        + + +

        Help provides help for any command in the application. +Simply type policies help [path to command] for full details.

        + +
        lakectl auth users policies help [command] [flags]
+
        +

        + + + Options + + +

        + + +
          -h, --help   help for help
+
        +

        + + + lakectl auth users policies list + + +

        + + +

        List policies for the given user

        + +
        lakectl auth users policies list [flags]
+
        +

        + + + Options + + +

        + + +
              --effective      List all distinct policies attached to the user, including by group memberships
+      --id string      Username (email for password-based users)
+      --amount int     how many results to return (default 100)
+      --after string   show results after this value (used for pagination)
+  -h, --help           help for list
+
        +

        + + + lakectl bisect + + +

        + + +

        note: This command is a lakeFS plumbing command. Don’t use it unless you’re really sure you know what you’re doing.

        + +

        Binary search to find the commit that introduced a bug

        +

        + + + Options + + +

        + + +
          -h, --help   help for bisect
+
        +

        + + + lakectl bisect bad + + +

        + + +

        Set ‘bad’ commit that is known to contain the bug

        + +
        lakectl bisect bad [flags]
+
        +

        + + + Options + + +

        + + +
          -h, --help   help for bad
+
        +

        + + + lakectl bisect good + + +

        + + +

        Set current commit as ‘good’ commit that is known to be before the bug was introduced

        + +
        lakectl bisect good [flags]
+
        +

        + + + Options + + +

        + + +
          -h, --help   help for good
+
        +

        + + + lakectl bisect help + + +

        + + +

        Help about any command

        +

        + + + Synopsis + + +

        + + +

        Help provides help for any command in the application. +Simply type bisect help [path to command] for full details.

        + +
        lakectl bisect help [command] [flags]
+
        +

        + + + Options + + +

        + + +
          -h, --help   help for help
+
        +

        + + + lakectl bisect log + + +

        + + +

        Print out the current bisect state

        + +
        lakectl bisect log [flags]
+
        +

        + + + Options + + +

        + + +
          -h, --help   help for log
+
        +

        + + + lakectl bisect reset + + +

        + + +

        Clean up the bisection state

        + +
        lakectl bisect reset [flags]
+
        +

        + + + Options + + +

        + + +
          -h, --help   help for reset
+
        +

        + + + lakectl bisect run + + +

        + + +

        Bisecting based on command status code

        + +
        lakectl bisect run <command> [flags]
+
        +

        + + + Options + + +

        + + +
          -h, --help   help for run
+
        +

        + + + lakectl bisect start + + +

        + + +

        Start a bisect session

        + +
        lakectl bisect start <bad ref> <good ref> [flags]
+
        +

        + + + Options + + +

        + + +
          -h, --help   help for start
+
        +

        + + + lakectl bisect view + + +

        + + +

        Current bisect commits

        + +
        lakectl bisect view [flags]
+
        +

        + + + Options + + +

        + + +
          -h, --help   help for view
+
        +

        + + + lakectl branch + + +

        + + +

        Create and manage branches within a repository

        +

        + + + Synopsis + + +

        + + +

        Create delete and list branches within a lakeFS repository

        +

        + + + Options + + +

        + + +
          -h, --help   help for branch
+
        +

        + + + lakectl branch create + + +

        + + +

        Create a new branch in a repository

        + +
        lakectl branch create <branch uri> -s <source ref uri> [flags]
+
        +

        + + + Examples + + +

        + + +
        lakectl branch create lakefs://example-repo/new-branch -s lakefs://example-repo/main
+
        +

        + + + Options + + +

        + + +
          -h, --help            help for create
+  -s, --source string   source branch uri
+
        +

        + + + lakectl branch delete + + +

        + + +

        Delete a branch in a repository, along with its uncommitted changes (CAREFUL)

        + +
        lakectl branch delete <branch uri> [flags]
+
        +

        + + + Examples + + +

        + + +
        lakectl branch delete lakefs://example-repo/example-branch
+
        +

        + + + Options + + +

        + + +
          -h, --help   help for delete
+  -y, --yes    Automatically say yes to all confirmations
+
        +

        + + + lakectl branch help + + +

        + + +

        Help about any command

        +

        + + + Synopsis + + +

        + + +

        Help provides help for any command in the application. +Simply type branch help [path to command] for full details.

        + +
        lakectl branch help [command] [flags]
+
        +

        + + + Options + + +

        + + +
          -h, --help   help for help
+
        +

        + + + lakectl branch list + + +

        + + +

        List branches in a repository

        + +
        lakectl branch list <repository uri> [flags]
+
        +

        + + + Examples + + +

        + + +
        lakectl branch list lakefs://<repository>
+
        +

        + + + Options + + +

        + + +
              --after string   show results after this value (used for pagination)
+      --amount int     number of results to return (default 100)
+  -h, --help           help for list
+
        +

        + + + lakectl branch reset + + +

        + + +

        Reset uncommitted changes - all of them, or by path

        +

        + + + Synopsis + + +

        + + +

        reset changes. There are four different ways to reset changes:

        +
          +
        1. reset all uncommitted changes - reset lakefs://myrepo/main
          2. +
        2. reset uncommitted changes under specific path - reset lakefs://myrepo/main –prefix path
          3. +
        3. reset uncommitted changes for specific object - reset lakefs://myrepo/main –object path
          4. +
        + +
        lakectl branch reset <branch uri> [--prefix|--object] [flags]
+
        +

        + + + Examples + + +

        + + +
        lakectl branch reset lakefs://example-repo/example-branch
+
        +

        + + + Options + + +

        + + +
          -h, --help            help for reset
+      --object string   path to object to be reset
+      --prefix string   prefix of the objects to be reset
+  -y, --yes             Automatically say yes to all confirmations
+
        +

        + + + lakectl branch revert + + +

        + + +

        Given a commit, record a new commit to reverse the effect of this commit

        +

        + + + Synopsis + + +

        + + +

        The commits will be reverted in left-to-right order

        + +
        lakectl branch revert <branch uri> <commit ref to revert> [<more commits>...] [flags]
+
        +

        + + + Examples + + +

        + + +
        lakectl branch revert lakefs://example-repo/example-branch commitA
+	          Revert the changes done by commitA in example-branch
+		      branch revert lakefs://example-repo/example-branch HEAD~1 HEAD~2 HEAD~3
+		      Revert the changes done by the second last commit to the fourth last commit in example-branch
+
        +

        + + + Options + + +

        + + +
          -h, --help                help for revert
+  -m, --parent-number int   the parent number (starting from 1) of the mainline. The revert will reverse the change relative to the specified parent.
+  -y, --yes                 Automatically say yes to all confirmations
+
        +

        + + + lakectl branch show + + +

        + + +

        Show branch latest commit reference

        + +
        lakectl branch show <branch uri> [flags]
+
        +

        + + + Examples + + +

        + + +
        lakectl branch show lakefs://example-repo/example-branch
+
        +

        + + + Options + + +

        + + +
          -h, --help   help for show
+
        +

        + + + lakectl branch-protect + + +

        + + +

        Create and manage branch protection rules

        +

        + + + Synopsis + + +

        + + +

        Define branch protection rules to prevent direct changes. Changes to protected branches can only be done by merging from other branches.

        +

        + + + Options + + +

        + + +
          -h, --help   help for branch-protect
+
        +

        + + + lakectl branch-protect add + + +

        + + +

        Add a branch protection rule

        +

        + + + Synopsis + + +

        + + +

        Add a branch protection rule for a given branch name pattern

        + +
        lakectl branch-protect add <repo uri> <pattern> [flags]
+
        +

        + + + Examples + + +

        + + +
        lakectl branch-protect add lakefs://<repository> 'stable_*'
+
        +

        + + + Options + + +

        + + +
          -h, --help   help for add
+
        +

        + + + lakectl branch-protect delete + + +

        + + +

        Delete a branch protection rule

        +

        + + + Synopsis + + +

        + + +

        Delete a branch protection rule for a given branch name pattern

        + +
        lakectl branch-protect delete <repo uri> <pattern> [flags]
+
        +

        + + + Examples + + +

        + + +
        lakectl branch-protect delete lakefs://<repository> stable_*
+
        +

        + + + Options + + +

        + + +
          -h, --help   help for delete
+
        +

        + + + lakectl branch-protect help + + +

        + + +

        Help about any command

        +

        + + + Synopsis + + +

        + + +

        Help provides help for any command in the application. +Simply type branch-protect help [path to command] for full details.

        + +
        lakectl branch-protect help [command] [flags]
+
        +

        + + + Options + + +

        + + +
          -h, --help   help for help
+
        +

        + + + lakectl branch-protect list + + +

        + + +

        List all branch protection rules

        + +
        lakectl branch-protect list <repo uri> [flags]
+
        +

        + + + Examples + + +

        + + +
        lakectl branch-protect list lakefs://<repository>
+
        +

        + + + Options + + +

        + + +
          -h, --help   help for list
+
        +

        + + + lakectl cat-hook-output + + +

        + + +

        note: This command is a lakeFS plumbing command. Don’t use it unless you’re really sure you know what you’re doing.

        + +

        Cat actions hook output

        + +
        lakectl cat-hook-output [flags]
+
        +

        + + + Examples + + +

        + + +
        lakectl cat-hook-output lakefs://<repository> <run_id> <run_hook_id>
+
        +

        + + + Options + + +

        + + +
          -h, --help   help for cat-hook-output
+
        +

        + + + lakectl cat-sst + + +

        + + +

        note: This command is a lakeFS plumbing command. Don’t use it unless you’re really sure you know what you’re doing.

        + +

        Explore lakeFS .sst files

        + +
        lakectl cat-sst <sst-file> [flags]
+
        +

        + + + Options + + +

        + + +
              --amount int    how many records to return, or -1 for all records (default -1)
+  -f, --file string   path to an sstable file, or "-" for stdin
+  -h, --help          help for cat-sst
+
        +

        + + + lakectl cherry-pick + + +

        + + +

        Apply the changes introduced by an existing commit

        +

        + + + Synopsis + + +

        + + +

        Apply the changes from the given commit to the tip of the branch. The changes will be added as a new commit.

        + +
        lakectl cherry-pick <commit ref> <branch> [flags]
+
        +

        + + + Examples + + +

        + + +
        lakectl cherry-pick lakefs://example-repo/example-ref lakefs://example-repo/main
+
+
        +

        + + + Options + + +

        + + +
          -h, --help                help for cherry-pick
+  -m, --parent-number int   the parent number (starting from 1) of the cherry-picked commit. The cherry-pick will apply the change relative to the specified parent.
+
        +

        + + + lakectl commit + + +

        + + +

        Commit changes on a given branch

        + +
        lakectl commit <branch uri> [flags]
+
        +

        + + + Options + + +

        + + +
              --allow-empty-message   allow an empty commit message
+  -h, --help                  help for commit
+  -m, --message string        commit message
+      --meta strings          key value pair in the form of key=value
+
        +

        + + + lakectl completion + + +

        + + +

        Generate completion script

        +

        + + + Synopsis + + +

        + + +

        To load completions:

        + +

        Bash:

        + +
        $ source <(lakectl completion bash)
+
        + +

        To load completions for each session, execute once: +Linux:

        + +
        $ lakectl completion bash > /etc/bash_completion.d/lakectl
+
        + +

        MacOS:

        + +
        $ lakectl completion bash > /usr/local/etc/bash_completion.d/lakectl
+
        + +

        Zsh:

        + +

        If shell completion is not already enabled in your environment you will need +to enable it. You can execute the following once:

        + +
        $ echo "autoload -U compinit; compinit" >> ~/.zshrc
+
        + +

        To load completions for each session, execute once:

        +
        $ lakectl completion zsh > "${fpath[1]}/_lakectl"
+
        + +

        You will need to start a new shell for this setup to take effect.

        + +

        Fish:

        + +
        $ lakectl completion fish | source
+
        + +

        To load completions for each session, execute once:

        + +
        $ lakectl completion fish > ~/.config/fish/completions/lakectl.fish
+
        + +
        lakectl completion <bash|zsh|fish>
+
        +

        + + + Options + + +

        + + +
          -h, --help   help for completion
+
        +

        + + + lakectl config + + +

        + + +

        Create/update local lakeFS configuration

        + +
        lakectl config [flags]
+
        +

        + + + Options + + +

        + + +
          -h, --help   help for config
+
        +

        + + + lakectl diff + + +

        + + +

        Show changes between two commits, or the currently uncommitted changes

        + +
        lakectl diff <ref uri> [ref uri] [flags]
+
        +

        + + + Examples + + +

        + + +
        
+	lakectl diff lakefs://example-repo/example-branch
+	Show uncommitted changes in example-branch.
+
+	lakectl diff lakefs://example-repo/main lakefs://example-repo/dev
+	This shows the differences between master and dev starting at the last common commit.
+	This is similar to the three-dot (...) syntax in git.
+	Uncommitted changes are not shown.
+
+	lakectl diff --two-way lakefs://example-repo/main lakefs://example-repo/dev
+	Show changes between the tips of the main and dev branches.
+	This is similar to the two-dot (..) syntax in git.
+	Uncommitted changes are not shown.
+
+	lakectl diff --two-way lakefs://example-repo/main lakefs://example-repo/dev$
+	Show changes between the tip of the main and the dev branch, including uncommitted changes on dev.
+
        +

        + + + Options + + +

        + + +
          -h, --help      help for diff
+      --two-way   Use two-way diff: show difference between the given refs, regardless of a common ancestor.
+
        +

        + + + lakectl docs + + +

        + + +

        note: This command is a lakeFS plumbing command. Don’t use it unless you’re really sure you know what you’re doing.

        + +
        lakectl docs [outfile] [flags]
+
        +

        + + + Options + + +

        + + +
          -h, --help   help for docs
+
        +

        + + + lakectl doctor + + +

        + + +

        Run a basic diagnosis of the LakeFS configuration

        + +
        lakectl doctor [flags]
+
        +

        + + + Options + + +

        + + +
          -h, --help   help for doctor
+
        +

        + + + lakectl find-merge-base + + +

        + + +

        note: This command is a lakeFS plumbing command. Don’t use it unless you’re really sure you know what you’re doing.

        + +

        Find the commits for the merge operation

        + +
        lakectl find-merge-base <source ref> <destination ref> [flags]
+
        +

        + + + Options + + +

        + + +
          -h, --help   help for find-merge-base
+
        +

        + + + lakectl fs + + +

        + + +

        View and manipulate objects

        +

        + + + Options + + +

        + + +
          -h, --help   help for fs
+
        +

        + + + lakectl fs cat + + +

        + + +

        Dump content of object to stdout

        + +
        lakectl fs cat <path uri> [flags]
+
        +

        + + + Options + + +

        + + +
          -h, --help       help for cat
+      --pre-sign   Use pre-signed URLs when downloading/uploading data (recommended) (default true)
+
        +

        + + + lakectl fs download + + +

        + + +

        Download object(s) from a given repository path

        + +
        lakectl fs download <path uri> [<destination path>] [flags]
+
        +

        + + + Options + + +

        + + +
          -h, --help              help for download
+  -p, --parallelism int   Max concurrent operations to perform (default 25)
+      --pre-sign          Use pre-signed URLs when downloading/uploading data (recommended) (default true)
+  -r, --recursive         recursively download all objects under path
+
        +

        + + + lakectl fs help + + +

        + + +

        Help about any command

        +

        + + + Synopsis + + +

        + + +

        Help provides help for any command in the application. +Simply type fs help [path to command] for full details.

        + +
        lakectl fs help [command] [flags]
+
        +

        + + + Options + + +

        + + +
          -h, --help   help for help
+
        +

        + + + lakectl fs ls + + +

        + + +

        List entries under a given tree

        + +
        lakectl fs ls <path uri> [flags]
+
        +

        + + + Options + + +

        + + +
          -h, --help        help for ls
+  -r, --recursive   list all objects under the specified path
+
        +

        + + + lakectl fs rm + + +

        + + +

        Delete object

        + +
        lakectl fs rm <path uri> [flags]
+
        +

        + + + Options + + +

        + + +
          -C, --concurrency int   max concurrent single delete operations to send to the lakeFS server (default 50)
+  -h, --help              help for rm
+  -r, --recursive         recursively delete all objects under the specified path
+
        +

        + + + lakectl fs stage + + +

        + + +

        note: This command is a lakeFS plumbing command. Don’t use it unless you’re really sure you know what you’re doing.

        + +

        Link an external object with a path in a repository

        +

        + + + Synopsis + + +

        + + +

        Link an external object with a path in a repository, creating an uncommitted change. +The object location must be outside the repository’s storage namespace

        + +
        lakectl fs stage <path uri> [flags]
+
        +

        + + + Options + + +

        + + +
              --checksum string       Object MD5 checksum as a hexadecimal string
+      --content-type string   MIME type of contents
+  -h, --help                  help for stage
+      --location string       fully qualified storage location (i.e. "s3://bucket/path/to/object")
+      --meta strings          key value pairs in the form of key=value
+      --mtime int             Object modified time (Unix Epoch in seconds). Defaults to current time
+      --size int              Object size in bytes
+
        +

        + + + lakectl fs stat + + +

        + + +

        View object metadata

        + +
        lakectl fs stat <path uri> [flags]
+
        +

        + + + Options + + +

        + + +
          -h, --help       help for stat
+      --pre-sign   Use pre-signed URLs when downloading/uploading data (recommended) (default true)
+
        +

        + + + lakectl fs upload + + +

        + + +

        Upload a local file to the specified URI

        + +
        lakectl fs upload <path uri> [flags]
+
        +

        + + + Options + + +

        + + +
              --content-type string   MIME type of contents
+  -h, --help                  help for upload
+  -p, --parallelism int       Max concurrent operations to perform (default 25)
+      --pre-sign              Use pre-signed URLs when downloading/uploading data (recommended) (default true)
+  -r, --recursive             recursively copy all files under local source
+  -s, --source string         local file to upload, or "-" for stdin
+
        +

        + + + lakectl gc + + +

        + + +

        Manage the garbage collection policy

        +

        + + + Options + + +

        + + +
          -h, --help   help for gc
+
        +

        + + + lakectl gc delete-config + + +

        + + +

        Deletes the garbage collection policy for the repository

        + +
        lakectl gc delete-config [flags]
+
        +

        + + + Examples + + +

        + + +
        lakectl gc delete-config <repository uri>
+
        +

        + + + Options + + +

        + + +
          -h, --help   help for delete-config
+
        +

        + + + lakectl gc get-config + + +

        + + +

        Show the garbage collection policy for this repository

        + +
        lakectl gc get-config [flags]
+
        +

        + + + Examples + + +

        + + +
        lakectl gc get-config <repository uri>
+
        +

        + + + Options + + +

        + + +
          -h, --help   help for get-config
+  -p, --json   get rules as JSON
+
        +

        + + + lakectl gc help + + +

        + + +

        Help about any command

        +

        + + + Synopsis + + +

        + + +

        Help provides help for any command in the application. +Simply type gc help [path to command] for full details.

        + +
        lakectl gc help [command] [flags]
+
        +

        + + + Options + + +

        + + +
          -h, --help   help for help
+
        +

        + + + lakectl gc set-config + + +

        + + +

        Set garbage collection policy JSON

        +

        + + + Synopsis + + +

        + + +

        Sets the garbage collection policy JSON. +Example configuration file: +{ + “default_retention_days”: 21, + “branches”: [ + { + “branch_id”: “main”, + “retention_days”: 28 + }, + { + “branch_id”: “dev”, + “retention_days”: 14 + } + ] +}

        + +
        lakectl gc set-config [flags]
+
        +

        + + + Examples + + +

        + + +
        lakectl gc set-config <repository uri> -f config.json
+
        +

        + + + Options + + +

        + + +
          -f, --filename string   file containing the GC policy as JSON
+  -h, --help              help for set-config
+
        +

        + + + lakectl help + + +

        + + +

        Help about any command

        +

        + + + Synopsis + + +

        + + +

        Help provides help for any command in the application. +Simply type lakectl help [path to command] for full details.

        + +
        lakectl help [command] [flags]
+
        +

        + + + Options + + +

        + + +
          -h, --help   help for help
+
        +

        + + + lakectl import + + +

        + + +

        Import data from external source to a destination branch

        + +
        lakectl import --from <object store URI> --to <lakeFS path URI> [flags]
+
        +

        + + + Options + + +

        + + +
              --from string      prefix to read from (e.g. "s3://bucket/sub/path/"). must not be in a storage namespace
+  -h, --help             help for import
+  -m, --message string   commit message (default "Import objects")
+      --meta strings     key value pair in the form of key=value
+      --no-progress      switch off the progress output
+      --to string        lakeFS path to load objects into (e.g. "lakefs://repo/branch/sub/path/")
+
        +

        + + + lakectl ingest + + +

        + + +

        Ingest objects from an external source into a lakeFS branch (without actually copying them)

        + +
        lakectl ingest --from <object store URI> --to <lakeFS path URI> [--dry-run] [flags]
+
        +

        + + + Options + + +

        + + +
          -C, --concurrency int          max concurrent API calls to make to the lakeFS server (default 64)
+      --dry-run                  only print the paths to be ingested
+      --from string              prefix to read from (e.g. "s3://bucket/sub/path/"). must not be in a storage namespace
+  -h, --help                     help for ingest
+      --s3-endpoint-url string   URL to access S3 storage API (by default, use regular AWS S3 endpoint
+      --to string                lakeFS path to load objects into (e.g. "lakefs://repo/branch/sub/path/")
+  -v, --verbose                  print stats for each individual object staged
+
        +

        + + + lakectl local + + +

        + + +

        Sync local directories with lakeFS paths

        +

        + + + Options + + +

        + + +
          -h, --help   help for local
+
        +

        + + + lakectl local checkout + + +

        + + +

        Sync local directory with the remote state.

        + +
        lakectl local checkout [directory] [flags]
+
        +

        + + + Options + + +

        + + +
              --all               Checkout given source branch or reference for all linked directories
+  -h, --help              help for checkout
+  -p, --parallelism int   Max concurrent operations to perform (default 25)
+      --pre-sign          Use pre-signed URLs when downloading/uploading data (recommended) (default true)
+  -r, --ref string        Checkout the given reference
+  -y, --yes               Automatically say yes to all confirmations
+
        +

        + + + lakectl local clone + + +

        + + +

        Clone a path from a lakeFS repository into a new directory.

        + +
        lakectl local clone <path uri> [directory] [flags]
+
        +

        + + + Options + + +

        + + +
              --gitignore         Update .gitignore file when working in a git repository context (default true)
+  -h, --help              help for clone
+  -p, --parallelism int   Max concurrent operations to perform (default 25)
+      --pre-sign          Use pre-signed URLs when downloading/uploading data (recommended) (default true)
+
        +

        + + + lakectl local commit + + +

        + + +

        Commit changes from local directory to the lakeFS branch it tracks.

        + +
        lakectl local commit [directory] [flags]
+
        +

        + + + Options + + +

        + + +
              --allow-empty-message   Allow commit with empty message
+  -h, --help                  help for commit
+  -m, --message string        Commit message
+      --meta strings          key value pair in the form of key=value
+  -p, --parallelism int       Max concurrent operations to perform (default 25)
+      --pre-sign              Use pre-signed URLs when downloading/uploading data (recommended) (default true)
+
        +

        + + + lakectl local help + + +

        + + +

        Help about any command

        +

        + + + Synopsis + + +

        + + +

        Help provides help for any command in the application. +Simply type local help [path to command] for full details.

        + +
        lakectl local help [command] [flags]
+
        +

        + + + Options + + +

        + + +
          -h, --help   help for help
+
        +

        + + + lakectl local init + + +

        + + +

        set a local directory to sync with a lakeFS path.

        + +
        lakectl local init <path uri> [directory] [flags]
+
        +

        + + + Options + + +

        + + +
              --force       Overwrites if directory already linked to a lakeFS path
+      --gitignore   Update .gitignore file when working in a git repository context (default true)
+  -h, --help        help for init
+
        +

        + + + lakectl local list + + +

        + + +

        find and list directories that are synced with lakeFS.

        + +
        lakectl local list [directory] [flags]
+
        +

        + + + Options + + +

        + + +
          -h, --help   help for list
+
        +

        + + + lakectl local pull + + +

        + + +

        Fetch latest changes from lakeFS.

        + +
        lakectl local pull [directory] [flags]
+
        +

        + + + Options + + +

        + + +
              --force             Reset any uncommitted local change
+  -h, --help              help for pull
+  -p, --parallelism int   Max concurrent operations to perform (default 25)
+      --pre-sign          Use pre-signed URLs when downloading/uploading data (recommended) (default true)
+
        +

        + + + lakectl local status + + +

        + + +

        show modifications (both remote and local) to the directory and the remote location it tracks

        + +
        lakectl local status [directory] [flags]
+
        +

        + + + Options + + +

        + + +
          -h, --help    help for status
+  -l, --local   Don't compare against remote changes
+
        +

        + + + lakectl log + + +

        + + +

        Show log of commits

        +

        + + + Synopsis + + +

        + + +

        Show log of commits for a given branch

        + +
        lakectl log <branch uri> [flags]
+
        +

        + + + Examples + + +

        + + +
        lakectl log --dot lakefs://example-repository/main | dot -Tsvg > graph.svg
+
        +

        + + + Options + + +

        + + +
              --after string         show results after this value (used for pagination)
+      --amount int           number of results to return. By default, all results are returned
+      --dot                  return results in a dotgraph format
+      --first-parent         follow only the first parent commit upon seeing a merge commit
+  -h, --help                 help for log
+      --limit                limit result just to amount. By default, returns whether more items are available.
+      --objects strings      show results that contains changes to at least one path in that list of objects. Use comma separator to pass all objects together
+      --prefixes strings     show results that contains changes to at least one path in that list of prefixes. Use comma separator to pass all prefixes together
+      --show-meta-range-id   also show meta range ID
+
        +

        + + + lakectl merge + + +

        + + +

        Merge & commit changes from source branch into destination branch

        +

        + + + Synopsis + + +

        + + +

        Merge & commit changes from source branch into destination branch

        + +
        lakectl merge <source ref> <destination ref> [flags]
+
        +

        + + + Options + + +

        + + +
          -h, --help              help for merge
+      --strategy string   In case of a merge conflict, this option will force the merge process to automatically favor changes from the dest branch ("dest-wins") or from the source branch("source-wins"). In case no selection is made, the merge process will fail in case of a conflict
+
        +

        + + + lakectl metastore + + +

        + + +

        Manage metastore commands

        +

        + + + Options + + +

        + + +
          -h, --help   help for metastore
+
        +

        + + + lakectl metastore copy + + +

        + + +

        Copy or merge table

        +

        + + + Synopsis + + +

        + + +

        Copy or merge table. the destination table will point to the selected branch

        + +
        lakectl metastore copy [flags]
+
        +

        + + + Options + + +

        + + +
              --catalog-id string         Glue catalog ID
+      --dbfs-root dbfs:/          dbfs location root will replace dbfs:/ in the location before transforming
+      --from-client-type string   metastore type [hive, glue]
+      --from-schema string        source schema name
+      --from-table string         source table name
+  -h, --help                      help for copy
+      --metastore-uri string      Hive metastore URI
+  -p, --partition strings         partition to copy
+      --serde string              serde to set copy to  [default is  to-table]
+      --to-branch string          lakeFS branch name
+      --to-client-type string     metastore type [hive, glue]
+      --to-schema string          destination schema name [default is from-branch]
+      --to-table string           destination table name [default is  from-table] 
+
        +

        + + + lakectl metastore copy-all + + +

        + + +

        Copy from one metastore to another

        +

        + + + Synopsis + + +

        + + +

        copy or merge requested tables between hive metastores. the destination tables will point to the selected branch

        + +
        lakectl metastore copy-all [flags]
+
        +

        + + + Options + + +

        + + +
              --branch string             lakeFS branch name
+      --continue-on-error         prevent copy-all from failing when a single table fails
+      --dbfs-root dbfs:/          dbfs location root will replace dbfs:/ in the location before transforming
+      --from-address string       source metastore address
+      --from-client-type string   metastore type [hive, glue]
+  -h, --help                      help for copy-all
+      --schema-filter string      filter for schemas to copy in metastore pattern (default ".*")
+      --table-filter string       filter for tables to copy in metastore pattern (default ".*")
+      --to-address string         destination metastore address
+      --to-client-type string     metastore type [hive, glue]
+
        +

        + + + lakectl metastore copy-schema + + +

        + + +

        Copy schema

        +

        + + + Synopsis + + +

        + + +

        Copy schema (without tables). the destination schema will point to the selected branch

        + +
        lakectl metastore copy-schema [flags]
+
        +

        + + + Options + + +

        + + +
              --catalog-id string         Glue catalog ID
+      --dbfs-root dbfs:/          dbfs location root will replace dbfs:/ in the location before transforming
+      --from-client-type string   metastore type [hive, glue]
+      --from-schema string        source schema name
+  -h, --help                      help for copy-schema
+      --metastore-uri string      Hive metastore URI
+      --to-branch string          lakeFS branch name
+      --to-client-type string     metastore type [hive, glue]
+      --to-schema string          destination schema name [default is from-branch]
+
        + + + +

        Create symlink table and data

        +

        + + + Synopsis + + +

        + + +

        create table with symlinks, and create the symlinks in s3 in order to access from external services that could only access s3 directly (e.g athena)

        + +
        lakectl metastore create-symlink [flags]
+
        +

        + + + Options + + +

        + + +
              --branch string             lakeFS branch name
+      --catalog-id string         Glue catalog ID
+      --from-client-type string   metastore type [hive, glue]
+      --from-schema string        source schema name
+      --from-table string         source table name
+  -h, --help                      help for create-symlink
+      --path string               path to table on lakeFS
+      --repo string               lakeFS repository name
+      --to-schema string          destination schema name
+      --to-table string           destination table name
+
        +

        + + + lakectl metastore diff + + +

        + + +

        Show column and partition differences between two tables

        + +
        lakectl metastore diff [flags]
+
        +

        + + + Options + + +

        + + +
              --catalog-id string         Glue catalog ID
+      --from-address string       source metastore address
+      --from-client-type string   metastore type [hive, glue]
+      --from-schema string        source schema name
+      --from-table string         source table name
+  -h, --help                      help for diff
+      --metastore-uri string      Hive metastore URI
+      --to-address string         destination metastore address
+      --to-client-type string     metastore type [hive, glue]
+      --to-schema string          destination schema name 
+      --to-table string           destination table name [default is from-table]
+
        +

        + + + lakectl metastore help + + +

        + + +

        Help about any command

        +

        + + + Synopsis + + +

        + + +

        Help provides help for any command in the application. +Simply type metastore help [path to command] for full details.

        + +
        lakectl metastore help [command] [flags]
+
        +

        + + + Options + + +

        + + +
          -h, --help   help for help
+
        +

        + + + lakectl metastore import-all + + +

        + + +

        Import from one metastore to another

        +

        + + + Synopsis + + +

        + + +

        import requested tables between hive metastores. the destination tables will point to the selected repository and branch +table with location s3://my-s3-bucket/path/to/table +will be transformed to location s3://repo-param/bucket-param/path/to/table

        + +
        lakectl metastore import-all [flags]
+
        +

        + + + Options + + +

        + + +
              --branch string             lakeFS branch name
+      --continue-on-error         prevent import-all from failing when a single table fails
+      --dbfs-root dbfs:/          dbfs location root will replace dbfs:/ in the location before transforming
+      --from-address string       source metastore address
+      --from-client-type string   metastore type [hive, glue]
+  -h, --help                      help for import-all
+      --repo string               lakeFS repo name
+      --schema-filter string      filter for schemas to copy in metastore pattern (default ".*")
+      --table-filter string       filter for tables to copy in metastore pattern (default ".*")
+      --to-address string         destination metastore address
+      --to-client-type string     metastore type [hive, glue]
+
        +

        + + + lakectl refs-dump + + +

        + + +

        note: This command is a lakeFS plumbing command. Don’t use it unless you’re really sure you know what you’re doing.

        + +

        Dumps refs (branches, commits, tags) to the underlying object store

        + +
        lakectl refs-dump <repository uri> [flags]
+
        +

        + + + Options + + +

        + + +
          -h, --help   help for refs-dump
+
        +

        + + + lakectl refs-restore + + +

        + + +

        note: This command is a lakeFS plumbing command. Don’t use it unless you’re really sure you know what you’re doing.

        + +

        Restores refs (branches, commits, tags) from the underlying object store to a bare repository

        +

        + + + Synopsis + + +

        + + +

        restores refs (branches, commits, tags) from the underlying object store to a bare repository.

        + +

        This command is expected to run on a bare repository (i.e. one created with ‘lakectl repo create-bare’). +Since a bare repo is expected, in case of transient failure, delete the repository and recreate it as bare and retry.

        + +
        lakectl refs-restore <repository uri> [flags]
+
        +

        + + + Examples + + +

        + + +
        aws s3 cp s3://bucket/_lakefs/refs_manifest.json - | lakectl refs-restore lakefs://my-bare-repository --manifest -
+
        +

        + + + Options + + +

        + + +
          -h, --help                 help for refs-restore
+      --manifest refs-dump   path to a refs manifest json file (as generated by refs-dump). Alternatively, use "-" to read from stdin
+
        +

        + + + lakectl repo + + +

        + + +

        Manage and explore repos

        +

        + + + Options + + +

        + + +
          -h, --help   help for repo
+
        +

        + + + lakectl repo create + + +

        + + +

        Create a new repository

        + +
        lakectl repo create <repository uri> <storage namespace> [flags]
+
        +

        + + + Examples + + +

        + + +
        lakectl repo create lakefs://some-repo-name s3://some-bucket-name
+
        +

        + + + Options + + +

        + + +
          -d, --default-branch string   the default branch of this repository (default "main")
+  -h, --help                    help for create
+
        +

        + + + lakectl repo create-bare + + +

        + + +

        note: This command is a lakeFS plumbing command. Don’t use it unless you’re really sure you know what you’re doing.

        + +

        Create a new repository with no initial branch or commit

        + +
        lakectl repo create-bare <repository uri> <storage namespace> [flags]
+
        +

        + + + Examples + + +

        + + +
        lakectl create-bare lakefs://some-repo-name s3://some-bucket-name
+
        +

        + + + Options + + +

        + + +
          -d, --default-branch string   the default branch name of this repository (will not be created) (default "main")
+  -h, --help                    help for create-bare
+
        +

        + + + lakectl repo delete + + +

        + + +

        Delete existing repository

        + +
        lakectl repo delete <repository uri> [flags]
+
        +

        + + + Options + + +

        + + +
          -h, --help   help for delete
+  -y, --yes    Automatically say yes to all confirmations
+
        +

        + + + lakectl repo help + + +

        + + +

        Help about any command

        +

        + + + Synopsis + + +

        + + +

        Help provides help for any command in the application. +Simply type repo help [path to command] for full details.

        + +
        lakectl repo help [command] [flags]
+
        +

        + + + Options + + +

        + + +
          -h, --help   help for help
+
        +

        + + + lakectl repo list + + +

        + + +

        List repositories

        + +
        lakectl repo list [flags]
+
        +

        + + + Options + + +

        + + +
              --after string   show results after this value (used for pagination)
+      --amount int     number of results to return (default 100)
+  -h, --help           help for list
+
        +

        + + + lakectl show + + +

        + + +

        See detailed information about an entity

        +

        + + + Options + + +

        + + +
          -h, --help   help for show
+
        +

        + + + lakectl show commit + + +

        + + +

        See detailed information about a commit

        + +
        lakectl show commit <ref uri> [flags]
+
        +

        + + + Options + + +

        + + +
          -h, --help                 help for commit
+      --show-meta-range-id   show meta range ID
+
        +

        + + + lakectl show help + + +

        + + +

        Help about any command

        +

        + + + Synopsis + + +

        + + +

        Help provides help for any command in the application. +Simply type show help [path to command] for full details.

        + +
        lakectl show help [command] [flags]
+
        +

        + + + Options + + +

        + + +
          -h, --help   help for help
+
        +

        + + + lakectl tag + + +

        + + +

        Create and manage tags within a repository

        +

        + + + Synopsis + + +

        + + +

        Create delete and list tags within a lakeFS repository

        +

        + + + Options + + +

        + + +
          -h, --help   help for tag
+
        +

        + + + lakectl tag create + + +

        + + +

        Create a new tag in a repository

        + +
        lakectl tag create <tag uri> <commit uri> [flags]
+
        +

        + + + Examples + + +

        + + +
        lakectl tag create lakefs://example-repo/example-tag lakefs://example-repo/2397cc9a9d04c20a4e5739b42c1dd3d8ba655c0b3a3b974850895a13d8bf9917
+
        +

        + + + Options + + +

        + + +
          -f, --force   override the tag if it exists
+  -h, --help    help for create
+
        +

        + + + lakectl tag delete + + +

        + + +

        Delete a tag from a repository

        + +
        lakectl tag delete <tag uri> [flags]
+
        +

        + + + Options + + +

        + + +
          -h, --help   help for delete
+
        +

        + + + lakectl tag help + + +

        + + +

        Help about any command

        +

        + + + Synopsis + + +

        + + +

        Help provides help for any command in the application. +Simply type tag help [path to command] for full details.

        + +
        lakectl tag help [command] [flags]
+
        +

        + + + Options + + +

        + + +
          -h, --help   help for help
+
        +

        + + + lakectl tag list + + +

        + + +

        List tags in a repository

        + +
        lakectl tag list <repository uri> [flags]
+
        +

        + + + Examples + + +

        + + +
        lakectl tag list lakefs://<repository>
+
        +

        + + + Options + + +

        + + +
              --after string   show results after this value (used for pagination)
+      --amount int     number of results to return (default 100)
+  -h, --help           help for list
+
        +

        + + + lakectl tag show + + +

        + + +

        Show tag’s commit reference

        + +
        lakectl tag show <tag uri> [flags]
+
        +

        + + + Options + + +

        + + +
          -h, --help   help for show
+
        + + + + + + + + +
        +
        + + + + +
        + +
        +
        + + + + + + + + diff --git a/v1.0/reference/commands.html b/v1.0/reference/commands.html new file mode 100644 index 000000000..2b10799a3 --- /dev/null +++ b/v1.0/reference/commands.html @@ -0,0 +1,11 @@ + + + + Redirecting… + + + + +

        Redirecting…

        + Click here if you are not redirected. + diff --git a/v1.0/reference/configuration.html b/v1.0/reference/configuration.html new file mode 100644 index 000000000..0f720c659 --- /dev/null +++ b/v1.0/reference/configuration.html @@ -0,0 +1,1112 @@ + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + +lakeFS Server Configuration | lakeFS Documentation + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + Link + + + + + + + Search + + + + + + + Menu + + + + + + + + + + + + Expand + + + + + + Document + + + + + + +
        +
        +
        + + + + + + + + + +
        + + +
        +
        + +
        + + + +
        +
        + + + + + +
        + +

        + + + lakeFS Server Configuration + + +

        + + +
        +

        + + + Table of contents + + +

        + + +
          +
        1. Reference
          2. +
        2. Using Environment Variables
          3. +
        3. Example Configurations
          4. +
        + +
        + +

        Configuring lakeFS is done using a YAML configuration file and/or environment variable. +The configuration file’s location can be set with the ‘–config’ flag. If not specified, the first file found in the following order will be used:

        +
          +
        1. ./config.yaml
          2. +
        2. $HOME/lakefs/config.yaml
          3. +
        3. /etc/lakefs/config.yaml
          4. +
        4. $HOME/.lakefs.yaml
          5. +
        + +

        Configuration items can each be controlled by an environment variable. The variable name will have a prefix of LAKEFS_, followed by the name of the configuration, replacing every ‘.’ with a ‘_’. +Example: LAKEFS_LOGGING_LEVEL controls logging.level.

        + +

        This reference uses . to denote the nesting of values.

        +

        + + + Reference + + +

        + + +
          +
        • logging.format (one of ["json", "text"] : "text") - Format to output log message in
          • +
        • logging.level (one of ["TRACE", "DEBUG", "INFO", "WARN", "ERROR", "NONE"] : "INFO") - Logging level to output
          • +
        • +

          logging.audit_log_level (one of ["TRACE", "DEBUG", "INFO", "WARN", "ERROR", "NONE"] : "DEBUG") - Audit logs level to output.

          + +

          Note: In case you configure this field to be lower than the main logger level, you won’t be able to get the audit logs

          +
          • +
        • logging.output (string : "-") - A path or paths to write logs to. A - means the standard output, = means the standard error.
          • +
        • logging.file_max_size_mb (int : 100) - Output file maximum size in megabytes.
          • +
        • logging.files_keep (int : 0) - Number of log files to keep, default is all.
          • +
        • actions.enabled (bool : true) - Setting this to false will block hooks from being executed.
          • +
        • +

          actions.lua.net_http_enabled (bool : false) - Setting this to true will load the net/http package.

          + +

          Note: Deprecated - See database section

          +
          • +
        • database - Configuration section for the lakeFS key-value store database +
            +
          • database.type (string ["postgres"|"dynamodb"|"cosmosdb"|"local"] : ) - +lakeFS database type
            • +
          • database.postgres - Configuration section when using database.type="postgres" +
              +
            • database.postgres.connection_string (string : "postgres://localhost:5432/postgres?sslmode=disable") - PostgreSQL connection string to use
              • +
            • database.postgres.max_open_connections (int : 25) - Maximum number of open connections to the database
              • +
            • database.postgres.max_idle_connections (int : 25) - Maximum number of connections in the idle connection pool
              • +
            • database.postgres.connection_max_lifetime (duration : 5m) - Sets the maximum amount of time a connection may be reused (valid units: ns|us|ms|s|m|h)
              • +
            +
            • +
          • database.dynamodb - Configuration section when using database.type="dynamodb" +
              +
            • database.dynamodb.table_name (string : "kvstore") - Table used to store the data
              • +
            • +

              database.dynamodb.scan_limit (int : 1025) - Maximal number of items per page during scan operation

              + +

              Note: Refer to the following AWS documentation for further information

              +
              • +
            • database.dynamodb.endpoint (string : ) - Endpoint URL for database instance
              • +
            • database.dynamodb.aws_region (string : ) - AWS Region of database instance
              • +
            • database.dynamodb.aws_profile (string : ) - AWS named profile to use
              • +
            • database.dynamodb.aws_access_key_id (string : ) - AWS access key ID
              • +
            • database.dynamodb.aws_secret_access_key (string : ) - AWS secret access key
              • +
            • Note: endpoint aws_region aws_access_key_id aws_secret_access_key are not required and used mainly for experimental purposes when working with DynamoDB with different AWS credentials.
              • +
            • database.dynamodb.health_check_interval (duration : 0s) - Interval to run health check for the DynamoDB instance (won’t run if equal to 0).
              • +
            +
            • +
          • database.cosmosdb - Configuration section when using database.type="cosmosdb" +
              +
            • database.cosmosdb.key (string : "") - If specified, will +be used to authenticate to the CosmosDB account. Otherwise, Azure SDK +default authentication (with env vars) will be used.
              • +
            • database.cosmosdb.endpoint (string : "") - CosmosDB account endpoint, e.g. https://<account>.documents.azure.com/.
              • +
            • database.cosmosdb.database (string : "") - CosmosDB database name.
              • +
            • database.cosmosdb.container (string : "") - CosmosDB container name.
              • +
            • database.cosmosdb.throughput (int32 : ) - CosmosDB container’s RU/s. If not set - the default CosmosDB container throughput is used.
              • +
            • database.cosmosdb.autoscale (bool : false) - If set, CosmosDB container throughput is autoscaled (See CosmosDB docs for minimum throughput requirement). Otherwise, uses “Manual” mode (Docs).
              • +
            +
            • +
          • database.local - Configuration section when using database.type="local" +
              +
            • database.local.path (string : "~/lakefs/metadata") - Local path on the filesystem to store embedded KV metadata, like branches and uncommitted entries
              • +
            • database.local.sync_writes (bool: true) - Ensure each write is written to the disk. Disable to increase performance
              • +
            • database.local.prefetch_size (int: 256) - How many items to prefetch when iterating over embedded KV records
              • +
            • database.local.enable_logging (bool: false) - Enable trace logging for local driver
              • +
            +
            • +
          +
          • +
        • listen_address (string : "0.0.0.0:8000") - A <host>:<port> structured string representing the address to listen on
          • +
        • tls.enabled (bool :false) - Enable TLS listening. The listen_address will be used to serve HTTPS requests. (mainly for local development)
          • +
        • tls.cert_file (string : ) - Server certificate file path used while serve HTTPS (.cert or .crt file - signed certificates).
          • +
        • tls.key_file (string : ) - Server secret key file path used whie serve HTTPS (.key file - private key).
          • +
        • auth.cache.enabled (bool : true) - Whether to cache access credentials and user policies in-memory. Can greatly improve throughput when enabled.
          • +
        • auth.cache.size (int : 1024) - How many items to store in the auth cache. Systems with a very high user count should use a larger value at the expense of ~1kb of memory per cached user.
          • +
        • auth.cache.ttl (time duration : "20s") - How long to store an item in the auth cache. Using a higher value reduces load on the database, but will cause changes longer to take effect for cached users.
          • +
        • auth.cache.jitter (time duration : "3s") - A random amount of time between 0 and this value is added to each item’s TTL. This is done to avoid a large bulk of keys expiring at once and overwhelming the database.
          • +
        • auth.encrypt.secret_key (string : required) - A random (cryptographically safe) generated string that is used for encryption and HMAC signing
          • +
        • auth.login_duration (time duration : "168h") - The duration the login token is valid for
          • +
        • auth.cookie_domain (string : "") - Domain attribute to set the access_token cookie on (the default is an empty string which defaults to the same host that sets the cookie)
          • +
        • auth.api.endpoint (string: https://external.service/api/v1) - URL to external Authorization Service described at authorization.yml;
          • +
        • +

          auth.api.token (string: eyJhbGciOiJIUzI1NiIsInR5...) - API token used to authenticate requests to api endpoint

          + +

          Note: It is best to keep this somewhere safe such as KMS or Hashicorp Vault, and provide it to the system at run time

          +
          • +
        • auth.remote_authenticator.enabled (bool : false) - If specified, also authenticate users via this Remote Authenticator server.
          • +
        • auth.remote_authenticator.endpoint (string : required) - Endpoint URL of the remote authentication service (e.g. https://my-auth.example.com/auth).
          • +
        • auth.remote_authenticator.default_user_group (string : Viewers) - Create users in this group (i.e Viewers, Developers, etc).
          • +
        • auth.remote_authenticator.request_timeout (duration : 10s) - If specified, timeout for remote authentication requests.
          • +
        • auth.cookie_auth_verification.validate_id_token_claims (map[string]string : ) - When a user tries to access lakeFS, validate that the ID token contains these claims with the corresponding values.
          • +
        • auth.cookie_auth_verification.default_initial_groups (string[] : [])` - By default, users will be assigned to these groups
          • +
        • auth.cookie_auth_verification.initial_groups_claim_name (string[] : []) - Use this claim from the ID token to provide the initial group for new users. This will take priority if auth.cookie_auth_verification.default_initial_groups is also set.
          • +
        • auth.cookie_auth_verification.friendly_name_claim_name (string[] : ) - If specified, the value from the claim with this name will be used as the user’s display name.
          • +
        • auth.cookie_auth_verification.external_user_id_claim_name - (string : ) - If specified, the value from the claim with this name will be used as the user’s id name.
          • +
        • auth.cookie_auth_verification.auth_source - (string : ) - If specified, user will be labeled with this auth source.
          • +
        • auth.oidc.default_initial_groups (string[] : []) - By default, OIDC users will be assigned to these groups
          • +
        • auth.oidc.initial_groups_claim_name (string[] : []) - Use this claim from the ID token to provide the initial group for new users. This will take priority if auth.oidc.default_initial_groups is also set.
          • +
        • auth.oidc.friendly_name_claim_name (string[] : ) - If specified, the value from the claim with this name will be used as the user’s display name.
          • +
        • auth.oidc.validate_id_token_claims (map[string]string : ) - When a user tries to access lakeFS, validate that the ID token contains these claims with the corresponding values.
          • +
        • auth.ui_config.rbac (string: "simplified") - “simplified”, “external” or “internal” (enterprise feature). In simplified mode, do not display policy in GUI. +If you have configured an external auth server you can set this to “external” to support the policy editor. +If you are using the enteprrise version of lakeFS, you can set this to “internal” to use the built-in policy editor.
          • +
        • blockstore.type (one of ["local", "s3", "gs", "azure", "mem"] : required). Block adapter to use. This controls where the underlying data will be stored
          • +
        • blockstore.default_namespace_prefix (string : ) - Use this to help your users choose a storage namespace for their repositories. + If specified, the storage namespace will be filled with this default value as a prefix when creating a repository from the UI. + The user may still change it to something else.
          • +
        • blockstore.local.path (string: "~/lakefs/data") - When using the local Block Adapter, which directory to store files in
          • +
        • blockstore.local.import_enabled (bool: false) - Enable import for local Block Adapter, relevant only if you are using shared location
          • +
        • blockstore.local.import_hidden (bool: false) - When enabled import will scan and import any file or folder that starts with a dot character.
          • +
        • blockstore.local.allowed_external_prefixes ([]string: []) - List of absolute path prefixes used to match any access for external location (ex: /var/data/). Empty list mean no access to external location.
          • +
        • blockstore.gs.credentials_file (string : ) - If specified will be used as a file path of the JSON file that contains your Google service account key
          • +
        • blockstore.gs.credentials_json (string : ) - If specified will be used as JSON string that contains your Google service account key (when credentials_file is not set)
          • +
        • blockstore.gs.pre_signed_expiry (time duration : "15m") - Expiry of pre-signed URL.
          • +
        • blockstore.gs.disable_pre_signed (bool : false) - Disable use of pre-signed URL.
          • +
        • blockstore.gs.disable_pre_signed_ui (bool : true) - Disable use of pre-signed URL in the UI.
          • +
        • blockstore.azure.storage_account (string : ) - If specified, will be used as the Azure storage account
          • +
        • blockstore.azure.storage_access_key (string : ) - If specified, will be used as the Azure storage access key
          • +
        • blockstore.azure.pre_signed_expiry (time duration : "15m") - Expiry of pre-signed URL.
          • +
        • blockstore.azure.disable_pre_signed (bool : false) - Disable use of pre-signed URL.
          • +
        • blockstore.azure.disable_pre_signed_ui (bool : true) - Disable use of pre-signed URL in the UI.
          • +
        • blockstore.s3.region (string : "us-east-1") - Default region for lakeFS to use when interacting with S3.
          • +
        • blockstore.s3.profile (string : ) - If specified, will be used as a named credentials profile
          • +
        • blockstore.s3.credentials_file (string : ) - If specified, will be used as a credentials file
          • +
        • blockstore.s3.credentials.access_key_id (string : ) - If specified, will be used as a static set of credential
          • +
        • blockstore.s3.credentials.secret_access_key (string : ) - If specified, will be used as a static set of credential
          • +
        • blockstore.s3.credentials.session_token (string : ) - If specified, will be used as a static session token
          • +
        • blockstore.s3.endpoint (string : ) - If specified, custom endpoint for the AWS S3 API (https://s3_compatible_service_endpoint:port)
          • +
        • blockstore.s3.force_path_style (bool : false) - When true, use path-style S3 URLs (https:/// instead of https://.)
          • +
        • blockstore.s3.discover_bucket_region (bool : true) - (Can be turned off if the underlying S3 bucket doesn’t support the GetBucketRegion API).
          • +
        • blockstore.s3.skip_verify_certificate_test_only (boolean : false) - Skip certificate verification while connecting to the storage endpoint. Should be used only for testing.
          • +
        • blockstore.s3.server_side_encryption (string : ) - Server side encryption format used (Example on AWS using SSE-KMS while passing “aws:kms”)
          • +
        • blockstore.s3.server_side_encryption_kms_key_id (string : ) - Server side encryption KMS key ID
          • +
        • blockstore.s3.pre_signed_expiry (time duration : "15m") - Expiry of pre-signed URL.
          • +
        • blockstore.s3.disable_pre_signed (bool : false) - Disable use of pre-signed URL.
          • +
        • blockstore.s3.disable_pre_signed_ui (bool : true) - Disable use of pre-signed URL in the UI.
          • +
        • blockstore.s3.client_log_request (bool : false) - Set SDK logging bit to log requests
          • +
        • blockstore.s3.client_log_retries (bool : false) - Set SDK logging bit to log retries
          • +
        • graveler.reposiory_cache.size (int : 1000) - How many items to store in the repository cache.
          • +
        • graveler.reposiory_cache.ttl (time duration : "5s") - How long to store an item in the repository cache.
          • +
        • graveler.reposiory_cache.jitter (time duration : "2s") - A random amount of time between 0 and this value is added to each item’s TTL.
          • +
        • graveler.ensure_readable_root_namespace (bool: true) - When creating a new repository use this to verify that lakeFS has access to the root of the underlying storage namespace. Set false only if lakeFS should not have access (i.e pre-sign mode only).
          • +
        • graveler.commit_cache.size (int : 50000) - How many items to store in the commit cache.
          • +
        • graveler.commit_cache.ttl (time duration : "10m") - How long to store an item in the commit cache.
          • +
        • graveler.commit_cache.jitter (time duration : "2s") - A random amount of time between 0 and this value is added to each item’s TTL.
          • +
        • graveler.background.rate_limit (int : 0) - Advence configuration to control background work done rate limit in requests per second (default: 0 - unlimited).
          • +
        • committed.local_cache - an object describing the local (on-disk) cache of metadata from +permanent storage: +
            +
          • committed.local_cache.size_bytes (int : 1073741824) - bytes for local cache to use on disk. The cache may use more storage for short periods of time.
            • +
          • committed.local_cache.dir (string, ~/lakefs/local_tier) - directory to store local cache.
            • +
          • committed.local_cache.range_proportion (float : 0.9) - proportion of local cache to + use for storing ranges (leaves of committed metadata storage).
            • +
          • committed.local_cache.range.open_readers (int : 500) - maximal number of unused open +SSTable readers to keep for ranges.
            • +
          • committed.local_cache.range.num_shards (int : 30) - sharding factor for open SSTable +readers for ranges. Should be at least sqrt(committed.local_cache.range.open_readers).
            • +
          • committed.local_cache.metarange_proportion (float : 0.1) - proportion of local cache +to use for storing metaranges (roots of committed metadata storage).
            • +
          • committed.local_cache.metarange.open_readers (int : 50) - maximal number of unused open +SSTable readers to keep for metaranges.
            • +
          • committed.local_cache.metarange.num_shards (int : 10) - sharding factor for open +SSTable readers for metaranges. Should be at least +sqrt(committed.local_cache.metarange.open_readers).
            • +
          +
          • +
        • committed.block_storage_prefix (string : _lakefs) - Prefix for metadata file storage +in each repository’s storage namespace
          • +
        • committed.permanent.min_range_size_bytes (int : 0) - Smallest allowable range in +metadata. Increase to somewhat reduce random access time on committed metadata, at the cost +of increased committed metadata storage cost.
          • +
        • committed.permanent.max_range_size_bytes (int : 20971520) - Largest allowable range in +metadata. Should be close to the size at which fetching from remote storage becomes linear.
          • +
        • committed.permanent.range_raggedness_entries (int : 50_000) - Average number of object +pointers to store in each range (subject to min_range_size_bytes and +max_range_size_bytes).
          • +
        • committed.sstable.memory.cache_size_bytes (int : 200_000_000) - maximal size of +in-memory cache used for each SSTable reader.
          • +
        • email.smtp_host (string) - A string representing the URL of the SMTP host.
          • +
        • email.smtp_port (int) - An integer representing the port of the SMTP service (465, 587, 993, 25 are some standard ports)
          • +
        • email.use_ssl (bool : false) - Use SSL connection with SMTP host.
          • +
        • email.username (string) - A string representing the username of the specific account at the SMTP. It’s recommended to provide this value at runtime from a secret vault of some sort.
          • +
        • email.password (string) - A string representing the password of the account. It’s recommended to provide this value at runtime from a secret vault of some sort.
          • +
        • email.local_name (string) - A string representing the hostname sent to the SMTP server with the HELO command. By default, “localhost” is sent.
          • +
        • email.sender (string) - A string representing the email account which is set as the sender.
          • +
        • email.limit_every_duration (duration : 1m) - The average time between sending emails. If zero is entered, there is no limit to the amount of emails that can be sent.
          • +
        • email.burst (int: 10) - Maximal burst of emails before applying limit_every_duration. The zero value means no burst and therefore no emails can be sent.
          • +
        • email.lakefs_base_url (string : "http://localhost:8000") - A string representing the base lakeFS endpoint to be directed to when emails are sent inviting users, reseting passwords etc.
          • +
        • gateways.s3.domain_name (string : "s3.local.lakefs.io") - a FQDN +representing the S3 endpoint used by S3 clients to call this server +(*.s3.local.lakefs.io always resolves to 127.0.0.1, useful for +local development, if using virtual-host addressing.
          • +
        • gateways.s3.region (string : "us-east-1") - AWS region we’re pretending to be in, it should match the region configuration used in AWS SDK clients
          • +
        • gateways.s3.fallback_url (string) - If specified, requests with a non-existing repository will be forwarded to this URL. This can be useful for using lakeFS side-by-side with S3, with the URL pointing at an S3Proxy instance.
          • +
        • stats.enabled (bool : true) - Whether to periodically collect anonymous usage statistics
          • +
        • stats.flush_interval (duration : 30s) - Interval used to post anonymous statistics collected
          • +
        • stats.flush_size (int : 100) - A size (in records) of anonymous statistics collected in which we post
          • +
        • security.audit_check_interval (duration : 24h) - Duration in which we check for security audit.
          • +
        • ui.enabled (bool: true) - Whether to server the embedded UI from the binary
          • +
        • ugc.prepare_max_file_size (int: 125829120) - Uncommitted garbage collection prepare request, limit the produced file maximum size
          • +
        • ugc.prepare_interval (duraction: 1m) - Uncommitted garbage collection prepare request, limit produce time to interval
          • +
        • diff.delta.plugin (string : ) - Name of the Delta Lake diff plugin.
          • +
        • plugins.default_path (string : ~/.lakefs/plugins) - Absolute path to the root of lakeFS’s plugins location.
          • +
        • plugins.properties.<plugin name>.path (string : ) - Absolute path to the location of <plugin name>’s binary location.
          • +
        • plugins.properties.<plugin name>.version (uint : ) - Version of the <plugin name> plugin. The version must be > 0.
          • +
        • installation.user_name (string : ) - When specified, an initial admin user will be created when the server is first run. Works only when database.type is set to local. Requires installation.access_key_id and installation.secret_access_key.
          • +
        • installation.access_key_id (string : ) - Admin’s initial access key id (used once in the initial setup process)
          • +
        • installation.secret_access_key (string : ) - Admin’s initial secret access key (used once in the initial setup process)
          • +
        +

        + + + Using Environment Variables + + +

        + + +

        All the configuration variables can be set or overridden using environment variables. +To set an environment variable, prepend LAKEFS_ to its name, convert it to upper case, and replace . with _:

        + +

        For example, logging.format becomes LAKEFS_LOGGING_FORMAT, blockstore.s3.region becomes LAKEFS_BLOCKSTORE_S3_REGION, etc.

        +

        + + + Example Configurations + + +

        + +

        + + + Local Development with PostgreSQL database + + +

        + + +
        ---
+listen_address: "0.0.0.0:8000"
+
+database:
+  type: "postgres"
+  postgres:
+    connection_string: "postgres://localhost:5432/postgres?sslmode=disable"
+
+logging:
+  format: text
+  level: DEBUG
+  output: "-"
+
+auth:
+  encrypt:
+    secret_key: "10a718b3f285d89c36e9864494cdd1507f3bc85b342df24736ea81f9a1134bcc"
+
+blockstore:
+  type: local
+  local:
+    path: "~/lakefs/dev/data"
+
+gateways:
+  s3:
+    region: us-east-1
+
        +

        + + + AWS Deployment with DynamoDB database + + +

        + + +
        ---
+logging:
+  format: json
+  level: WARN
+  output: "-"
+
+database:
+  type: "dynamodb"
+  dynamodb:
+    table_name: "kvstore"
+
+auth:
+  encrypt:
+    secret_key: "10a718b3f285d89c36e9864494cdd1507f3bc85b342df24736ea81f9a1134bcc"
+
+blockstore:
+  type: s3
+  s3:
+    region: us-east-1 # optional, fallback in case discover from bucket is not supported
+    credentials_file: /secrets/aws/credentials
+    profile: default
+
+
        +

        + + + Google Storage + + +

        + + +
        ---
+logging:
+  format: json
+  level: WARN
+  output: "-"
+
+database:
+  type: "postgres"
+  postgres:
+    connection_string: "postgres://user:pass@lakefs.rds.amazonaws.com:5432/postgres"
+
+auth:
+  encrypt:
+    secret_key: "10a718b3f285d89c36e9864494cdd1507f3bc85b342df24736ea81f9a1134bcc"
+
+blockstore:
+  type: gs
+  gs:
+    credentials_file: /secrets/lakefs-service-account.json
+
+
        +

        + + + MinIO + + +

        + + +
        ---
+logging:
+  format: json
+  level: WARN
+  output: "-"
+
+database:
+  type: "postgres"
+  postgres:
+    connection_string: "postgres://user:pass@lakefs.rds.amazonaws.com:5432/postgres"
+
+auth:
+  encrypt:
+    secret_key: "10a718b3f285d89c36e9864494cdd1507f3bc85b342df24736ea81f9a1134bcc"
+
+blockstore:
+  type: s3
+  s3:
+    force_path_style: true
+    endpoint: http://localhost:9000
+    discover_bucket_region: false
+    credentials:
+      access_key_id: minioadmin
+      secret_access_key: minioadmin
+
+
        +

        + + + Azure blob storage + + +

        + + +
        ---
+logging:
+  format: json
+  level: WARN
+  output: "-"
+
+database:
+  type: "cosmosdb"
+  cosmosdb:
+    key: "ExampleReadWriteKeyMD7nkPOWgV7d4BUjzLw=="
+    endpoint: "https://lakefs-account.documents.azure.com:443/"
+    database: "lakefs-db"
+    container: "lakefs-container"
+
+auth:
+  encrypt:
+    secret_key: "10a718b3f285d89c36e9864494cdd1507f3bc85b342df24736ea81f9a1134bcc"
+
+blockstore:
+  type: azure
+  azure:
+    storage_account: exampleStorageAcount
+    storage_access_key: ExampleAcessKeyMD7nkPOWgV7d4BUjzLw==
+
+
        + + + + + + + + +
        +
        + + + + +
        + +
        +
        + + + + + + + + diff --git a/v1.0/reference/export.html b/v1.0/reference/export.html new file mode 100644 index 000000000..a73097ec8 --- /dev/null +++ b/v1.0/reference/export.html @@ -0,0 +1,11 @@ + + + + Redirecting… + + + + +

        Redirecting…

        + Click here if you are not redirected. + diff --git a/v1.0/reference/garbage-collection.html b/v1.0/reference/garbage-collection.html new file mode 100644 index 000000000..9aa37fd59 --- /dev/null +++ b/v1.0/reference/garbage-collection.html @@ -0,0 +1,11 @@ + + + + Redirecting… + + + + +

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        +
        + + + + + + + + + +
        + + +
        +
        + +
        + + + +
        +
        + + + +
        + +

        + + + lakeFS Reference + + +

        + + +

        lakeFS Docs

        +

        + + + API + + +

        + + + +

        + + + Components + + +

        + + + +

        + + + Clients + + +

        + + + +

        + + + Security + + +

        + + + +

        + + + Other Reference Documentation + + +

        + + + + + + + + + + + +
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        + + + + +
        + +
        +
        + + + + + + + + diff --git a/v1.0/reference/merge.html b/v1.0/reference/merge.html new file mode 100644 index 000000000..5ce68612b --- /dev/null +++ b/v1.0/reference/merge.html @@ -0,0 +1,11 @@ + + + + Redirecting… + + + + +

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        + Click here if you are not redirected. + diff --git a/v1.0/reference/monitor.html b/v1.0/reference/monitor.html new file mode 100644 index 000000000..f7b391bfd --- /dev/null +++ b/v1.0/reference/monitor.html @@ -0,0 +1,893 @@ + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + +Monitoring using Prometheus | lakeFS Documentation + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + Link + + + + + + + Search + + + + + + + Menu + + + + + + + + + + + + Expand + + + + + + Document + + + + + + +
        +
        +
        + + + + + + + + + +
        + + +
        +
        + +
        + + + +
        +
        + + + + + +
        + +

        + + + Monitoring using Prometheus + + +

        + + +
        +

        + + + Table of contents + + +

        + + +
          +
        1. Example prometheus.yml
          2. +
        2. Metrics exposed by lakeFS
          3. +
        3. Example queries
          4. +
        + +
        +

        + + + Example prometheus.yml + + +

        + + +

        lakeFS exposes metrics through the same port used by the lakeFS service, using the standard /metrics path. +An example prometheus.yml could look like this:

        + +
        scrape_configs:
+- job_name: lakeFS
+  scrape_interval: 10s
+  metrics_path: /metrics
+  static_configs:
+  - targets:
+    - lakefs.example.com:8000
+
        +

        + + + Metrics exposed by lakeFS + + +

        + + +

        By default, Prometheus exports metrics with OS process information like memory and CPU. +It also includes Go-specific metrics such as details about GC and a number of goroutines. +You can learn about these default metrics in this post.

        + +

        In addition, lakeFS exposes the following metrics to help monitor your deployment:

        + +
        + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + +
        Name in PrometheusDescriptionLabels
        api_requests_totallakeFS API requests (counter)code: http status
        method: http method
        api_request_duration_secondsDurations of lakeFS API requests (histogram)
        operation: name of API operation
        code: http status
        gateway_request_duration_secondslakeFS S3-compatible endpoint request (histogram)
        operation: name of gateway operation
        code: http status
        s3_operation_duration_secondsOutgoing S3 operations (histogram)
        operation: operation name
        error: “true” if error, “false” otherwise
        gs_operation_duration_secondsOutgoing Google Storage operations (histogram)
        operation: operation name
        error: “true” if error, “false” otherwise
        azure_operation_duration_secondsOutgoing Azure storage operations (histogram)
        operation: operation name
        error: “true” if error, “false” otherwise
        dynamo_request_duration_secondsTime spent doing DynamoDB requestsoperation: DynamoDB operation name
        dynamo_consumed_capacity_totalThe capacity units consumed by operationoperation: DynamoDB operation name
        dynamo_failures_totalThe total number of errors while working for kv storeoperation: DynamoDB operation name
        pgxpool_acquire_countPostgreSQL cumulative count of successful acquires from the pooldb_name default to the kv table name (kv)
        pgxpool_acquire_duration_nsPostgreSQL total duration of all successful acquires from the pool in nanosecondsdb_name default to the kv table name (kv)
        pgxpool_acquired_connsPostgreSQL number of currently acquired connections in the pooldb_name default to the kv table name (kv)
        pgxpool_canceled_acquire_countPostgreSQL cumulative count of acquires from the pool that were canceled by a contextdb_name default to the kv table name (kv)
        pgxpool_constructing_connsPostgreSQL number of conns with construction in progress in the pooldb_name default to the kv table name (kv)
        pgxpool_empty_acquirePostgreSQL cumulative count of successful acquires from the pool that waited for a resource to be released or constructed because the pool was emptydb_name default to the kv table name (kv)
        pgxpool_idle_connsPostgreSQL number of currently idle conns in the pooldb_name default to the kv table name (kv)
        pgxpool_max_connsPostgreSQL maximum size of the pooldb_name default to the kv table name (kv)
        pgxpool_total_connsPostgreSQL total number of resources currently in the pooldb_name default to the kv table name (kv)
        +

        + + + Example queries + + +

        + + +

        Note: when using Prometheus functions like rate +or increase, results are extrapolated and may not be exact.

        +

        + + + 99th percentile of API request latencies + + +

        + + +
        sum by (operation)(histogram_quantile(0.99, rate(api_request_duration_seconds_bucket[1m])))
+
        +

        + + + 50th percentile of S3-compatible API latencies + + +

        + + +
        sum by (operation)(histogram_quantile(0.5, rate(gateway_request_duration_seconds_bucket[1m])))
+
        +

        + + + Number of errors in outgoing S3 requests + + +

        + + +
        sum by (operation) (increase(s3_operation_duration_seconds_count{error="true"}[1m]))
+
        +

        + + + Number of open connections to the database + + +

        + + +
        go_sql_stats_connections_open
+
        +

        + + + Example Grafana dashboard + + +

        + + +

        Grafana dashboard example

        + + + + + + + + +
        +
        + + + + +
        + +
        +
        + + + + + + + + diff --git a/v1.0/reference/object-model.html b/v1.0/reference/object-model.html new file mode 100644 index 000000000..d50aa1e48 --- /dev/null +++ b/v1.0/reference/object-model.html @@ -0,0 +1,11 @@ + + + + Redirecting… + + + + +

        Redirecting…

        + Click here if you are not redirected. + diff --git a/v1.0/reference/offboarding.html b/v1.0/reference/offboarding.html new file mode 100644 index 000000000..fd8f236a2 --- /dev/null +++ b/v1.0/reference/offboarding.html @@ -0,0 +1,11 @@ + + + + Redirecting… + + + + +

        Redirecting…

        + Click here if you are not redirected. + diff --git a/v1.0/reference/presigned-url.html b/v1.0/reference/presigned-url.html new file mode 100644 index 000000000..37d45bc87 --- /dev/null +++ b/v1.0/reference/presigned-url.html @@ -0,0 +1,11 @@ + + + + Redirecting… + + + + +

        Redirecting…

        + Click here if you are not redirected. + diff --git a/v1.0/reference/protected_branches.html b/v1.0/reference/protected_branches.html new file mode 100644 index 000000000..cf464e712 --- /dev/null +++ b/v1.0/reference/protected_branches.html @@ -0,0 +1,11 @@ + + + + Redirecting… + + + + +

        Redirecting…

        + Click here if you are not redirected. + diff --git a/v1.0/reference/rbac.html b/v1.0/reference/rbac.html new file mode 100644 index 000000000..cb72e298c --- /dev/null +++ b/v1.0/reference/rbac.html @@ -0,0 +1,11 @@ + + + + Redirecting… + + + + +

        Redirecting…

        + Click here if you are not redirected. + diff --git a/v1.0/reference/remote-authenticator.html b/v1.0/reference/remote-authenticator.html new file mode 100644 index 000000000..ad69f1723 --- /dev/null +++ b/v1.0/reference/remote-authenticator.html @@ -0,0 +1,11 @@ + + + + Redirecting… + + + + +

        Redirecting…

        + Click here if you are not redirected. + diff --git a/v1.0/reference/retention.html b/v1.0/reference/retention.html new file mode 100644 index 000000000..9aa37fd59 --- /dev/null +++ b/v1.0/reference/retention.html @@ -0,0 +1,11 @@ + + + + Redirecting… + + + + +

        Redirecting…

        + Click here if you are not redirected. + diff --git a/v1.0/reference/s3.html b/v1.0/reference/s3.html new file mode 100644 index 000000000..845877e3d --- /dev/null +++ b/v1.0/reference/s3.html @@ -0,0 +1,737 @@ + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + +S3 Gateway API | lakeFS Documentation + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + Link + + + + + + + Search + + + + + + + Menu + + + + + + + + + + + + Expand + + + + + + Document + + + + + + +
        +
        +
        + + + + + + + + + +
        + + +
        +
        + +
        + + + +
        +
        + + + + + +
        + +

        + + + S3-Supported API + + +

        + + +

        The S3 Gateway emulates a subset of the API exposed by S3. +This subset includes all API endpoints relevant to data systems.

        + +

        For more information, see architecture.

        + +

        lakeFS supports the following API operations:

        + +
          +
        1. Identity and authorization +
            +
          1. SIGv2
            2. +
          2. SIGv4
            3. +
          +
          2. +
        2. Bucket operations: +
            +
          1. HEAD bucket
            2. +
          +
          3. +
        3. Object operations: +
            +
          1. DeleteObject
            2. +
          2. DeleteObjects
            3. +
          3. GetObject +
              +
            1. Support for caching headers, ETag
              2. +
            2. Support for range requests
              3. +
            3. No support for SSE
              4. +
            4. No support for SelectObject operations
              5. +
            +
            4. +
          4. HeadObject
            5. +
          5. PutObject +
              +
            1. Support multi-part uploads
              2. +
            2. No support for storage classes
              3. +
            3. No object level tagging
              4. +
            +
            6. +
          6. CopyObject
            7. +
          +
          4. +
        4. Object Listing: +
            +
          1. ListObjects
            2. +
          2. ListObjectsV2
            3. +
          3. Delimiter support (for "/" only)
            4. +
          +
          5. +
        5. Multipart Uploads: +
            +
          1. AbortMultipartUpload
            2. +
          2. CompleteMultipartUpload
            3. +
          3. CreateMultipartUpload
            4. +
          4. ListParts
            5. +
          5. Upload Part
            6. +
          6. UploadPartCopy
            7. +
          +
          6. +
        + + + + + + + + +
        +
        + + + + +
        + +
        +
        + + + + + + + + diff --git a/v1.0/reference/security/access-control-lists.html b/v1.0/reference/security/access-control-lists.html new file mode 100644 index 000000000..c1c74e700 --- /dev/null +++ b/v1.0/reference/security/access-control-lists.html @@ -0,0 +1,835 @@ + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + +Access Control Lists (ACLs) | lakeFS Documentation + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + Link + + + + + + + Search + + + + + + + Menu + + + + + + + + + + + + Expand + + + + + + Document + + + + + + +
        +
        +
        + + + + + + + + + +
        + + +
        +
        + +
        + + + +
        +
        + + + + + +
        + +

        + + + Access Control Lists (ACLs) + + +

        + + +
        +

        ACLs were introduced in their current form in v0.98 of lakeFS as part of changes to the security model in lakeFS. They are an alternative to the more granular control that role-based access control provides.

        +
        + +
        +

        + + + Table of contents + + +

        + + +
          +
        1. ACLs
          2. +
        2. Pluggable Authentication and Authorization
          3. +
        3. Previous versions of ACL in lakeFS
          4. +
        + +
        +

        + + + ACLs + + +

        + + +

        You can attach Permissions and scope them to groups in the Groups page. +There are 4 default groups, named after the 4 permissions. Each group is global (applies for all repositories).

        + +
        + + + + + + + + + + + + + + + + + + + + + + + + +
        Group IDAllows
        ReadRead operations, creating access keys
        WriteAllows all data read and write operations.
        SuperAllows all operations except auth.
        AdminAllows all operations.
        +

        + + + Pluggable Authentication and Authorization + + +

        + + +

        Authorization and authentication is pluggable in lakeFS. If lakeFS is attached to a remote authentication server (or you are using lakeFS Cloud) then the role-based access control user interface can be used.

        + +

        If you are using ACL then the lakeFS configuration element auth.ui_config.RBAC should be set to simplified.

        +

        + + + Previous versions of ACL in lakeFS + + +

        + + +

        Here’s a comparison of the current ACL model against the behavior prior to the changes introduced in v0.98.

        + +
        + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + +
        PermissionAllowsPrevious Group NamePrevious Policy Names and Actions
        ReadRead operations, creating access keys.ViewersFSReadAll [fs:List, fs:Read]
        WriteAllows all data read and write operations.DevelopersFSReadWriteAll [fs:ListRepositories, fs:ReadRepository, fs:ReadCommit, fs:ListBranches, fs:ListTags, fs:ListObjects, fs:ReadObject, fs:WriteObject, fs:DeleteObject, fs:RevertBranch, fs:ReadBranch, fs:ReadTag, fs:CreateBranch, fs:CreateTag, fs:DeleteBranch, fs:DeleteTag, fs:CreateCommit] RepoManagementReadAll [ci:Read, retention:Get, branches:Get*, fs:ReadConfig]
        SuperAllows all operations except auth.SuperUsers (with changes)FSFullAccess [fs:] RepoManagementReadAll [ci:Read, retention:Get, branches:Get, fs:ReadConfig]
        AdminAllows all operations.AdminsAuthFullAccess [auth:] FSFullAccess [fs:] RepoManagementFullAccess [ci:, retention:, branches:*, fs:ReadConfig]
        +

        + + + Migrating from the previous version of ACLs + + +

        + + +

        Upgrading the lakeFS version will require migrating to the new ACL authorization model.

        + +

        In order to run the migration run:

        +
        lakefs migrate up
+
        + +

        The command will run the migration to ACL. The migration process might adjust the current authorization policies to fit ACL, in that case the command will not make any changes, only print warnings.
        +In case of warnings to apply the migration, re-run with the --force flag

        + +

        The upgrade will ensure that the 4 default groups exist, and modify existing groups to fit into the new ACLs model:

        +
          +
        • When creating the 4 default global groups: if another group exists and has the desired name, upgrading will rename it by appending “.orig”. So after upgrading the 4 default global groups exist, with these known names.
          • +
        • For any group, upgrading configured policies follows these rules, possibly increasing access: +
            +
          1. Any “Deny” rules are stripped, and a warning printed.
            2. +
          2. “Manage own credentials” is added.
            3. +
          3. If any actions outside of “fs:” and manage own credentials are allowed, the group becomes an Admin group, a warning is printed, and no further changes apply.
            4. +
          4. The upgrade script unifies repositories: If a resource applies to a set of repositories, permissions are unified to all repositories.
            5. +
          5. The upgrade script unifies actions: it selects the least permission of Read, Write, Super that contains all of the allowed actions.
            6. +
          +
          • +
        + +

        The upgrade will detach every directly attached policy from users

        + +

        Note that moving to ACL from RBAC may only be performed once and will lose some configuration. The upgrade script will detail the changes made by the transition.

        + +

        For any question or concern during the upgrade, don’t hesitate to get in touch with us through Slack or email.

        + + + + + + + + +
        +
        + + + + +
        + +
        +
        + + + + + + + + diff --git a/v1.0/reference/security/authentication.html b/v1.0/reference/security/authentication.html new file mode 100644 index 000000000..bea6f7b67 --- /dev/null +++ b/v1.0/reference/security/authentication.html @@ -0,0 +1,868 @@ + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + +Authentication | lakeFS Documentation + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + Link + + + + + + + Search + + + + + + + Menu + + + + + + + + + + + + Expand + + + + + + Document + + + + + + +
        +
        +
        + + + + + + + + + +
        + + +
        +
        + +
        + + + +
        +
        + + + + + +
        + +

        + + + Authentication + + +

        + + +
        +

        + + + Table of contents + + +

        + + +
          +
        1. Authentication
            +
          1. User Authentication
            2. +
          2. API Server Authentication
            3. +
          3. S3 Gateway Authentication
            4. +
          +
          2. +
        2. OIDC support
            +
          1. Configuring lakeFS server for OIDC
            2. +
          +
          3. +
        3. User permissions
            +
          1. Using a different claim name
            2. +
          +
          4. +
        + +
        +

        + + + Authentication + + +

        + +

        + + + User Authentication + + +

        + + +

        lakeFS authenticates users from a built-in authentication database.

        +

        + + + Built-in database + + +

        + + +

        The built-in authentication database is always present and active. You can use the +Web UI at Administration / Users to create users. Users have an access key +AKIA... and an associated secret access key. These credentials are valid +for logging into the Web UI or authenticating programmatic requests to the API +Server or the S3 Gateway.

        +

        + + + Remote Authenticator Service + + +

        + + +

        lakeFS server supports external authentication, the feature can be configured by providing an HTTP endpoint to an external authentication service. This integration can be especially useful if you already have an existing authentication system in place, as it allows you to reuse that system instead of maintaining a new one. +To configure a Remote Authenticator see the configuration fields.

        +

        + + + API Server Authentication + + +

        + + +

        Authenticating against the API server is done using a key-pair, passed via Basic Access Authentication.

        + +

        All HTTP requests must carry an Authorization header with the following structure:

        + +
        Authorization: Basic <base64 encoded access_key_id:secret_access_key>
+
        + +

        For example, assuming my access_key_id is my_access_key_id and my secret_access_key is my_secret_access_key, we’d send the following header with every request:

        + +
        Authorization: Basic bXlfYWNjZXNzX2tleV9pZDpteV9hY2Nlc3Nfc2VjcmV0X2tleQ==
+
        +

        + + + S3 Gateway Authentication + + +

        + + +

        To provide API compatibility with Amazon S3, authentication with the S3 Gateway supports both SIGv2 and SIGv4. +Clients such as the AWS SDK that implement these authentication methods should work without modification.

        + +

        See this example for authenticating with the AWS CLI.

        +

        + + + OIDC support + + +

        + + +

        Note +This feature is deprecated. For single sign-on with lakeFS, try lakeFS Cloud

        + +

        OpenID Connect (OIDC) is a simple identity layer on top of the OAuth 2.0 protocol. +You can configure lakeFS to enable OIDC to manage your lakeFS users externally. +Essentially, once configured, this enables you the benefit of OpenID connect, such as a single sign-on (SSO), etc.

        +

        + + + Configuring lakeFS server for OIDC + + +

        + + +

        To support OIDC, add the following to your lakeFS configuration:

        + +
        auth:
+  oidc:
+    enabled: true
+    client_id: example-client-id
+    client_secret: exampleSecretValue
+    callback_base_url: https://lakefs.example.com       # The scheme, domain (and port) of your lakeFS installation
+    url: https://my-account.oidc-provider-example.com
+    default_initial_groups: ["Developers"]
+    friendly_name_claim_name: name                      #  Optional: use the value from this claim as the user's display name 
+
        + +

        Your login page will now include a link to sign in using the +OIDC provider. When a user first logs in through the provider, a corresponding user is created in lakeFS.

        +

        + + + Notes + + +

        + +
          +
        1. As always, you may choose to provide these configurations using environment variables.
          2. +
        2. You may already have other configuration values under the auth key, so make sure you combine them correctly.
          3. +
        +

        + + + User permissions + + +

        + + +

        Authorization is managed via lakeFS groups and policies.

        + +

        By default, an externally managed user is assigned to the lakeFS groups configured in the default_initial_groups property above. +For a user to be assigned to other groups, add the initial_groups claim to their ID token claims. The claim should contain a +comma-separated list of group names.

        + +

        Once the user has been created, you can manage their permissions from the Administration pages in the lakeFS UI or using lakectl.

        +

        + + + Using a different claim name + + +

        + + +

        To supply the initial groups using another claim from your ID token, you can use the auth.oidc.initial_groups_claim_name +lakeFS configuration. For example, to take the initial groups from the roles claim, add:

        + +
        auth:
+  oidc:
+    # ... Other OIDC configurations
+    initial_groups_claim_name: roles
+
        + + + + + + + + +
        +
        + + + + +
        + +
        +
        + + + + + + + + diff --git a/v1.0/reference/security/index.html b/v1.0/reference/security/index.html new file mode 100644 index 000000000..09d276ebc --- /dev/null +++ b/v1.0/reference/security/index.html @@ -0,0 +1,686 @@ + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + +Security | lakeFS Documentation + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + Link + + + + + + + Search + + + + + + + Menu + + + + + + + + + + + + Expand + + + + + + Document + + + + + + +
        +
        +
        + + + + + + + + + +
        + + +
        +
        + +
        + + + +
        +
        + + + + + +
        + +

        + + + lakeFS Security Reference + + +

        + + +

        lakeFS Docs

        + + + + + + + + + + +
        +
        + + + + +
        + +
        +
        + + + + + + + + diff --git a/v1.0/reference/security/presigned-url.html b/v1.0/reference/security/presigned-url.html new file mode 100644 index 000000000..1fa7a57f9 --- /dev/null +++ b/v1.0/reference/security/presigned-url.html @@ -0,0 +1,784 @@ + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + +Presigned URL | lakeFS Documentation + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + Link + + + + + + + Search + + + + + + + Menu + + + + + + + + + + + + Expand + + + + + + Document + + + + + + +
        +
        +
        + + + + + + + + + +
        + + +
        +
        + +
        + + + +
        +
        + + + + + +
        + +

        + + + Configuring lakeFS to use presigned URLs + + +

        + + +
        +

        + + + Table of contents + + +

        + + +
          +
        1. Using presigned URLs in the UI
            +
          1. Example: AWS S3
            2. +
          2. Example: Google Storage
            3. +
          3. Example: Azure blob storage
            4. +
          +
          2. +
        + +
        + +

        With lakeFS, you can access data directly from the storage and not through lakeFS using a presigned URL. +Based on the user’s access to an object in the object store, the presigned URL will get read or write access. +The presign support is enabled for block adapter that supports it (S3, GCP, Azure), and can be disabled by the configuration (blockstore.blockstore-name.disable_pre_signed). Note that the UI support is disabled by default.

        +

        + + + Using presigned URLs in the UI + + +

        + +

        For using presigned URLs in the UI:

        +
          +
        1. Enable the presigned URL support UI in the lakeFS configuration (blockstore.blockstore-name.disable_pre_signed_ui).
          2. +
        2. Add CORS (Cross-Origin Resource Sharing) permissions to the bucket for the UI to fetch objects using a presigned URL (instead of through lakeFS).
          3. +
        3. The disable_pre_signed needs to be enabled to enable it in the UI.
          4. +
        + +

        ⚠️ Note Currently DuckDB fetching data from lakeFS does not support fetching data using presigned URL.

        +

        + + + Example: AWS S3 + + +

        + + +
          [
+    {
+        "AllowedHeaders": [
+            "*"
+        ],
+        "AllowedMethods": [
+            "GET",
+            "PUT"
+        ],
+        "AllowedOrigins": [
+            "lakefs.endpoint"
+        ],
+        "ExposeHeaders": [
+            "ETag"
+        ]
+    }
+  ]
+
        +

        + + + Example: Google Storage + + +

        + + +
          [
+    {
+        "origin": ["lakefs.endpoint"],
+        "responseHeader": ["ETag"],
+        "method": ["PUT", "GET"],
+        "maxAgeSeconds": 3600
+    }
+   ]
+
        +

        + + + Example: Azure blob storage + + +

        + + +
          <Cors>
+      <CorsRule>  
+          <AllowedOrigins>lakefs.endpoint</AllowedOrigins>  
+          <AllowedMethods>PUT,GET</AllowedMethods>  
+          <AllowedHeaders>*</AllowedHeaders>  
+          <ExposedHeaders>ETag,x-ms-*</ExposedHeaders>  
+          <MaxAgeInSeconds>3600</MaxAgeInSeconds>  
+      </CorsRule>  
+  </Cors>
+
        + + + + + + + + +
        +
        + + + + +
        + +
        +
        + + + + + + + + diff --git a/v1.0/reference/security/rbac.html b/v1.0/reference/security/rbac.html new file mode 100644 index 000000000..a2c37f956 --- /dev/null +++ b/v1.0/reference/security/rbac.html @@ -0,0 +1,1601 @@ + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + +Role-Based Access Control (RBAC) | lakeFS Documentation + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + Link + + + + + + + Search + + + + + + + Menu + + + + + + + + + + + + Expand + + + + + + Document + + + + + + +
        +
        +
        + + + + + + + + + +
        + + +
        +
        + +
        + + + +
        +
        + + + + + +
        + +

        + + + Role-Based Access Control (RBAC) + + +

        + +

        lakeFS Cloud

        + +

        lakeFS Enterprise

        + +
        +

        RBAC is available on lakeFS Cloud and lakeFS Enterprise.

        + +

        If you’re using the open source version of lakeFS then the ACL-based authorization mechanism is an alternative to RBAC.

        +
        + +
        +

        + + + Table of contents + + +

        + + +
          +
        1. RBAC Model
          2. +
        2. Authorization process
          3. +
        3. Policy Precedence
          4. +
        4. Resource naming - ARNs
          5. +
        5. Actions and Permissions
          6. +
        6. Preconfigured Policies
          7. +
        7. Additional Policies
          8. +
        8. Preconfigured Groups
          9. +
        9. Pluggable Authentication and Authorization
          10. +
        + +
        +

        + + + RBAC Model + + +

        + + +

        Access to resources is managed very much like AWS IAM.

        + +

        There are five basic components to the system:

        + +
          +
        1. +

          Users - Representing entities that access and use the system. A user is given one or more Access Credentials for authentication.

          +
          2. +
        2. +

          Actions - Representing a logical action within the system - reading a file, creating a repository, etc.

          +
          3. +
        3. +

          Resources - A unique identifier representing a specific resource in the system - a repository, an object, a user, etc.

          +
          4. +
        4. +

          Policies - Representing a set of Actions, a Resource and an effect: whether or not these actions are allowed or denied for the given resource(s).

          +
          5. +
        5. +

          Groups - A named collection of users. Users can belong to multiple groups.

          +
          6. +
        + +

        Controlling access is done by attaching Policies, either directly to Users, or to Groups they belong to.

        +

        + + + Authorization process + + +

        + + +

        Every action in the system - be it an API request, UI interaction, S3 Gateway call, or CLI command - requires a set of actions to be allowed for one or more resources.

        + +

        When a user makes a request to perform that action, the following process takes place:

        + +
          +
        1. Authentication - the credentials passed in the request are evaluated and the user’s identity is extracted.
          2. +
        2. Action permission resolution - lakeFS then calculates the set of allowed actions and resources that this request requires.
          3. +
        3. Effective policy resolution - the user’s policies (either attached directly or through group memberships) are calculated.
          4. +
        4. Policy/Permission evaluation - lakeFS will compare the given user policies with the request actions and determine whether or not the request is allowed to continue.
          5. +
        +

        + + + Policy Precedence + + +

        + + +

        Each policy attached to a user or a group has an Effect - either allow or deny. +During evaluation of a request, deny would take precedence over any other allow policy.

        + +

        This helps us compose policies together. For example, we could attach a very permissive policy to a user and use deny rules to then selectively restrict what that user can do.

        +

        + + + Resource naming - ARNs + + +

        + + +

        lakeFS uses ARN identifier - very similar in structure to those used by AWS. +The resource segment of the ARN supports wildcards: use * to match 0 or more characters, or ? to match exactly one character.

        + +

        Additionally, the current user’s ID is interpolated in runtime into the ARN using the ${user} placeholder.

        + +

        Here are a few examples of valid ARNs within lakeFS:

        + +
        arn:lakefs:auth:::user/jane.doe
+arn:lakefs:auth:::user/*
+arn:lakefs:fs:::repository/myrepo/*
+arn:lakefs:fs:::repository/myrepo/object/foo/bar/baz
+arn:lakefs:fs:::repository/myrepo/object/*
+arn:lakefs:fs:::repository/*
+arn:lakefs:fs:::*
+
        + +

        this allows us to create fine-grained policies affecting only a specific subset of resources.

        + +

        See below for a full reference of ARNs and actions.

        +

        + + + Actions and Permissions + + +

        + + +

        For the full list of actions and their required permissions see the following table:

        + +
        + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + +
        Action namerequired actionResourceAPI endpointS3 gateway operation
        List Repositoriesfs:ListRepositories*GET /repositoriesListBuckets
        Get Repositoryfs:ReadRepositoryarn:lakefs:fs:::repository/{repositoryId}GET /repositories/{repositoryId}HeadBucket
        Get Commitfs:ReadCommitarn:lakefs:fs:::repository/{repositoryId}GET /repositories/{repositoryId}/commits/{commitId}-
        Create Commitfs:CreateCommitarn:lakefs:fs:::repository/{repositoryId}/branch/{branchId}POST /repositories/{repositoryId}/branches/{branchId}/commits-
        Get Commit logfs:ReadBrancharn:lakefs:fs:::repository/{repositoryId}/branch/{branchId}GET /repositories/{repositoryId}/branches/{branchId}/commits-
        Create Repositoryfs:CreateRepositoryarn:lakefs:fs:::repository/{repositoryId}POST /repositories-
        Namespace Attach to Repositoryfs:AttachStorageNamespacearn:lakefs:fs:::namespace/{storageNamespace}POST /repositories-
        Import From Sourcefs:ImportFromStoragearn:lakefs:fs:::namespace/{storageNamespace}POST /repositories/{repositoryId}/branches/{branchId}/import-
        Cancel Importfs:ImportCancelarn:lakefs:fs:::repository/{repositoryId}/branch/{branchId}DELETE /repositories/{repositoryId}/branches/{branchId}/import-
        Delete Repositoryfs:DeleteRepositoryarn:lakefs:fs:::repository/{repositoryId}DELETE /repositories/{repositoryId}-
        List Branchesfs:ListBranchesarn:lakefs:fs:::repository/{repositoryId}GET /repositories/{repositoryId}/branchesListObjects/ListObjectsV2 (with delimiter = / and empty prefix)
        Get Branchfs:ReadBrancharn:lakefs:fs:::repository/{repositoryId}/branch/{branchId}GET /repositories/{repositoryId}/branches/{branchId}-
        Create Branchfs:CreateBrancharn:lakefs:fs:::repository/{repositoryId}/branch/{branchId}POST /repositories/{repositoryId}/branches-
        Delete Branchfs:DeleteBrancharn:lakefs:fs:::repository/{repositoryId}/branch/{branchId}DELETE /repositories/{repositoryId}/branches/{branchId}-
        Merge branchesfs:CreateCommitarn:lakefs:fs:::repository/{repositoryId}/branch/{destinationBranchId}POST /repositories/{repositoryId}/refs/{sourceBranchId}/merge/{destinationBranchId}-
        Diff branch uncommitted changesfs:ListObjectsarn:lakefs:fs:::repository/{repositoryId}GET /repositories/{repositoryId}/branches/{branchId}/diff-
        Diff refsfs:ListObjectsarn:lakefs:fs:::repository/{repositoryId}GET /repositories/{repositoryId}/refs/{leftRef}/diff/{rightRef}-
        Stat objectfs:ReadObjectarn:lakefs:fs:::repository/{repositoryId}/object/{objectKey}GET /repositories/{repositoryId}/refs/{ref}/objects/statHeadObject
        Get Objectfs:ReadObjectarn:lakefs:fs:::repository/{repositoryId}/object/{objectKey}GET /repositories/{repositoryId}/refs/{ref}/objectsGetObject
        List Objectsfs:ListObjectsarn:lakefs:fs:::repository/{repositoryId}GET /repositories/{repositoryId}/refs/{ref}/objects/lsListObjects, ListObjectsV2 (no delimiter, or “/” + non-empty prefix)
        Upload Objectfs:WriteObjectarn:lakefs:fs:::repository/{repositoryId}/object/{objectKey}POST /repositories/{repositoryId}/branches/{branchId}/objectsPutObject, CreateMultipartUpload, UploadPart, CompleteMultipartUpload
        Delete Objectfs:DeleteObjectarn:lakefs:fs:::repository/{repositoryId}/object/{objectKey}DELETE /repositories/{repositoryId}/branches/{branchId}/objectsDeleteObject, DeleteObjects, AbortMultipartUpload
        Revert Branchfs:RevertBrancharn:lakefs:fs:::repository/{repositoryId}/branch/{branchId}PUT /repositories/{repositoryId}/branches/{branchId}-
        Get Branch Protection Rulesbranches:GetBranchProtectionRulesarn:lakefs:fs:::repository/{repositoryId}GET /repositories/{repository}/branch_protection-
        Set Branch Protection Rulesbranches:SetBranchProtectionRulesarn:lakefs:fs:::repository/{repositoryId}POST /repositories/{repository}/branch_protection-
        Delete Branch Protection Rulesbranches:SetBranchProtectionRulesarn:lakefs:fs:::repository/{repositoryId}DELETE /repositories/{repository}/branch_protection-
        Create Userauth:CreateUserarn:lakefs:auth:::user/{userId}POST /auth/users-
        List Usersauth:ListUsers*GET /auth/users-
        Get Userauth:ReadUserarn:lakefs:auth:::user/{userId}GET /auth/users/{userId}-
        Delete Userauth:DeleteUserarn:lakefs:auth:::user/{userId}DELETE /auth/users/{userId}-
        Get Groupauth:ReadGrouparn:lakefs:auth:::group/{groupId}GET /auth/groups/{groupId}-
        List Groupsauth:ListGroups*GET /auth/groups-
        Create Groupauth:CreateGrouparn:lakefs:auth:::group/{groupId}POST /auth/groups-
        Delete Groupauth:DeleteGrouparn:lakefs:auth:::group/{groupId}DELETE /auth/groups/{groupId}-
        List Policiesauth:ListPolicies*GET /auth/policies-
        Create Policyauth:CreatePolicyarn:lakefs:auth:::policy/{policyId}POST /auth/policies-
        Update Policyauth:UpdatePolicyarn:lakefs:auth:::policy/{policyId}POST /auth/policies-
        Delete Policyauth:DeletePolicyarn:lakefs:auth:::policy/{policyId}DELETE /auth/policies/{policyId}-
        Get Policyauth:ReadPolicyarn:lakefs:auth:::policy/{policyId}GET /auth/policies/{policyId}-
        List Group Membersauth:ReadGrouparn:lakefs:auth:::group/{groupId}GET /auth/groups/{groupId}/members-
        Add Group Memberauth:AddGroupMemberarn:lakefs:auth:::group/{groupId}PUT /auth/groups/{groupId}/members/{userId}-
        Remove Group Memberauth:RemoveGroupMemberarn:lakefs:auth:::group/{groupId}DELETE /auth/groups/{groupId}/members/{userId}-
        List User Credentialsauth:ListCredentialsarn:lakefs:auth:::user/{userId}GET /auth/users/{userId}/credentials-
        Create User Credentialsauth:CreateCredentialsarn:lakefs:auth:::user/{userId}POST /auth/users/{userId}/credentials-
        Delete User Credentialsauth:DeleteCredentialsarn:lakefs:auth:::user/{userId}DELETE /auth/users/{userId}/credentials/{accessKeyId}-
        Get User Credentialsauth:ReadCredentialsarn:lakefs:auth:::user/{userId}GET /auth/users/{userId}/credentials/{accessKeyId}-
        List User Groupsauth:ReadUserarn:lakefs:auth:::user/{userId}GET /auth/users/{userId}/groups-
        List User Policiesauth:ReadUserarn:lakefs:auth:::user/{userId}GET /auth/users/{userId}/policies-
        Attach Policy To Userauth:AttachPolicyarn:lakefs:auth:::user/{userId}PUT /auth/users/{userId}/policies/{policyId}-
        Detach Policy From Userauth:DetachPolicyarn:lakefs:auth:::user/{userId}DELETE /auth/users/{userId}/policies/{policyId}-
        List Group Policiesauth:ReadGrouparn:lakefs:auth:::group/{groupId}GET /auth/groups/{groupId}/policies-
        Attach Policy To Groupauth:AttachPolicyarn:lakefs:auth:::group/{groupId}PUT /auth/groups/{groupId}/policies/{policyId}-
        Detach Policy From Groupauth:DetachPolicyarn:lakefs:auth:::group/{groupId}DELETE /auth/groups/{groupId}/policies/{policyId}-
        Read Storage Configfs:ReadConfig*GET /config/storage-
        Get Garbage Collection Rulesretention:GetGarbageCollectionRulesarn:lakefs:fs:::repository/{repositoryId}GET /repositories/{repositoryId}/gc/rules-
        Set Garbage Collection Rulesretention:SetGarbageCollectionRulesarn:lakefs:fs:::repository/{repositoryId}POST /repositories/{repositoryId}/gc/rules-
        Prepare Garbage Collection Commitsretention:PrepareGarbageCollectionCommitsarn:lakefs:fs:::repository/{repositoryId}POST /repositories/{repositoryId}/gc/prepare_commits-
        List Repository Action Runsci:ReadActionarn:lakefs:fs:::repository/{repositoryId}GET /repositories/{repository}/actions/runs-
        Get Action Runci:ReadActionarn:lakefs:fs:::repository/{repositoryId}GET /repositories/{repository}/actions/runs/{run_id}-
        List Action Run Hooksci:ReadActionarn:lakefs:fs:::repository/{repositoryId}GET /repositories/{repository}/actions/runs/{run_id}/hooks-
        Get Action Run Hook Outputci:ReadActionarn:lakefs:fs:::repository/{repositoryId}GET /repositories/{repository}/actions/runs/{run_id}/hooks/{hook_run_id}/output-
        + +

        Some APIs may require more than one action.For instance, in order to +create a repository (POST /repositories), you need permission to +fs:CreateRepository for the name of the repository and also +fs:AttachStorageNamespace for the storage namespace used.

        +

        + + + Preconfigured Policies + + +

        + + +

        The following Policies are created during initial setup:

        +

        + + + FSFullAccess + + +

        + + +
        {
+  "statement": [
+    {
+      "action": [
+        "fs:*"
+      ],
+      "effect": "allow",
+      "resource": "*"
+    }
+  ]
+}
+
        +

        + + + FSReadAll + + +

        + + +
        {
+  "statement": [
+    {
+      "action": [
+        "fs:List*",
+        "fs:Read*"
+      ],
+      "effect": "allow",
+      "resource": "*"
+    }
+  ]
+}
+
        +

        + + + FSReadWriteAll + + +

        + + +
        {
+    "statement": [
+        {
+            "action": [
+                "fs:Read*",
+                "fs:List*",
+                "fs:WriteObject",
+                "fs:DeleteObject",
+                "fs:RevertBranch",
+                "fs:CreateBranch",
+                "fs:CreateTag",
+                "fs:DeleteBranch",
+                "fs:DeleteTag",
+                "fs:CreateCommit",
+                "fs:CreateMetaRange"
+            ],
+            "effect": "allow",
+            "resource": "*"
+        }
+    ]
+}
+
        +

        + + + AuthFullAccess + + +

        + + +
        {
+  "statement": [
+    {
+      "action": [
+        "auth:*"
+      ],
+      "effect": "allow",
+      "resource": "*"
+    }
+  ]
+}
+
        +

        + + + AuthManageOwnCredentials + + +

        + + +
        {
+  "statement": [
+    {
+      "action": [
+        "auth:CreateCredentials",
+        "auth:DeleteCredentials",
+        "auth:ListCredentials",
+        "auth:ReadCredentials"
+      ],
+      "effect": "allow",
+      "resource": "arn:lakefs:auth:::user/${user}"
+    }
+  ]
+}
+
        +

        + + + RepoManagementFullAccess + + +

        + + +
        {
+    "statement": [
+        {
+            "action": [
+                "ci:*"
+            ],
+            "effect": "allow",
+            "resource": "*"
+        },
+        {
+            "action": [
+                "retention:*"
+            ],
+            "effect": "allow",
+            "resource": "*"
+        }
+    ]
+}
+
        +

        + + + RepoManagementReadAll + + +

        + + +
        {
+    "statement": [
+        {
+            "action": [
+                "ci:Read*"
+            ],
+            "effect": "allow",
+            "resource": "*"
+        },
+        {
+            "action": [
+                "retention:Get*"
+            ],
+            "effect": "allow",
+            "resource": "*"
+        }
+    ]
+}
+
        +

        + + + Additional Policies + + +

        + + +

        You can create additional policies to further limit user access. Use the web UI or the lakectl auth command to create policies. Here is an example to define read/write access for a specific repository:

        + +
        {
+    "statement": [
+        {
+            "action": [
+                "fs:ReadRepository",
+                "fs:ReadCommit",
+                "fs:ListBranches",
+                "fs:ListTags",
+                "fs:ListObjects"
+            ],
+            "effect": "allow",
+            "resource": "arn:lakefs:fs:::repository/<repository-name>"
+        },
+        {
+            "action": [
+                "fs:RevertBranch",
+                "fs:ReadBranch",
+                "fs:CreateBranch",
+                "fs:DeleteBranch",
+                "fs:CreateCommit"
+            ],
+            "effect": "allow",
+            "resource": "arn:lakefs:fs:::repository/<repository-name>/branch/*"
+        },
+                {
+            "action": [
+                "fs:ListObjects",
+                "fs:ReadObject",
+                "fs:WriteObject",
+                "fs:DeleteObject"
+            ],
+            "effect": "allow",
+            "resource": "arn:lakefs:fs:::repository/<repository-name>/object/*"
+        },
+                {
+            "action": [
+                "fs:ReadTag",
+                "fs:CreateTag",
+                "fs:DeleteTag"
+            ],
+            "effect": "allow",
+            "resource": "arn:lakefs:fs:::repository/<repository-name>/tag/*"
+        },
+        {
+        	"action": ["fs:ReadConfig"],
+        	"effect": "allow",
+        	"resource": "*"
+        }
+    ]
+}
+
        +

        + + + Preconfigured Groups + + +

        + + +

        lakeFS has four preconfigured groups:

        + +
          +
        • Admins
          • +
        • SuperUsers
          • +
        • Developers
          • +
        • Viewers
          • +
        + +

        They have the following policies granted to them:

        + +
        + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + +
        PolicyAdminsSuperUsersDevelopersViewers
        FSFullAccess✅✅  
        AuthFullAccess✅   
        RepoManagementFullAccess✅   
        AuthManageOwnCredentials ✅✅✅
        RepoManagementReadAll ✅✅ 
        FSReadWriteAll  ✅ 
        FSReadAll   ✅
        +

        + + + Pluggable Authentication and Authorization + + +

        + + +

        Authorization and authentication is pluggable in lakeFS. If lakeFS is attached to a remote authentication server (or you are using lakeFS Cloud) then the role-based access control user interface can be used. If you are using RBAC with your self-managed lakeFS then the lakeFS configuration element auth.ui_config.rbac should be set to external. An enterprise (paid) solution of lakeFS should set auth.ui_config.rbac as internal.

        + +

        If you are using self-managed lakeFS and do not have a remote authentication server then you should set auth.ui_config.rbac to simplified and refer to the access control list documentation instead.

        + + + + + + + + +
        +
        + + + + +
        + +
        +
        + + + + + + + + diff --git a/v1.0/reference/security/remote-authenticator.html b/v1.0/reference/security/remote-authenticator.html new file mode 100644 index 000000000..02e752868 --- /dev/null +++ b/v1.0/reference/security/remote-authenticator.html @@ -0,0 +1,880 @@ + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + +Remote Authenticator | lakeFS Documentation + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + Link + + + + + + + Search + + + + + + + Menu + + + + + + + + + + + + Expand + + + + + + Document + + + + + + +
        +
        +
        + + + + + + + + + +
        + + +
        +
        + +
        + + + +
        +
        + + + + + +
        + +

        + + + Remote Authenticator + + +

        + + +

        Remote Authenticator is a pluggable architecture for lakeFS which allows you to use existing organizational identity policies and infrastructure with the authentication mechanism of lakeFS. The Remote Authenticator’s job is to abstract away the complexities of existing infrastructure and implement a standard interface, which lakeFS can use to resolve user identity and manage access to lakeFS. This loose coupling allows you to implement federated identity without providing lakeFS with direct access to your identity infrastructure.

        +

        + + + Architecture + + +

        + + +

        Here’s the authentication flow that lakeFS uses when configured with a remote authenticator:

        + +
        sequenceDiagram
+    participant A as lakeFS Client
+    participant B as lakeFS Server
+    participant C as Remote Authenticator
+    participant D as IdP
+    A->>B: Submit login form
+    B->>C: POST user credentials
+    C->>D: IdP request
+    D->>C: IdP response
+    C->>B: Auth response
+    B->>A: auth JWT
+
        +

        + + + The Interface + + +

        + + +

        To configure lakeFS to work with a Remote Authenticator add the following YAML to your lakeFS configuration:

        + +
        auth:
+    remote_authenticator:
+        enabled: true
+        endpoint: <url-to-remote-authenticator-endpoint>
+        default_user_group: "Developers"
+    ui_config:
+        logout_url: /logout
+        login_cookie_names:
+            - internal_auth_session
+
        + +
          +
        • auth.remote_authenticator.enabled - set lakeFS to use the remote authenticator
          • +
        • auth.remote_authenticator.endpoint - an endpoint where the remote authenticator is able to receive a POST request from lakeFS
          • +
        • auth.remote_authenticator.default_user_group - the group assigned by default to new users
          • +
        • auth.ui_config.logout_url - the URL to redirect the browser when clicking the logout link in the user menu
          • +
        • auth.ui_config.login_cookie_names - the name of the cookie(s) lakeFS will set following a successful authentication. The value is the authenticated user’s JWT
          • +
        + +

        A Remote Authenticator implementation should expose a single endpoint, which expects the following JSON request:

        + +
        {
+    "username": "testy.mctestface@example.com",
+    "password": "Password1"
+}
+
        + +

        and returns a JSON response like this:

        + +
        {
+    "external_user_identifier": "TestyMcTestface"
+}
+
        +

        + + + Example Request & Responses + + +

        + +

        + + + Request + + +

        + + +
        POST https://remote-authenticator.example.com/auth
+Content-Type: application/json
+
+{
+  "username": "testy.mctestface@example.com",
+  "password": "Password1"
+}
+
        +

        + + + Successful Response + + +

        + +
        HTTP/1.1 200 OK
+Content-Type: application/json
+
+
+{
+  "external_user_identifier": "TestyMcTestface"
+}
+
        +

        + + + Unauthorized Response + + +

        + +
        HTTP/1.1 401 Unauthorized
+Content-Type: application/json
+
+{
+  "external_user_identifier": ""
+}
+
        + +

        If the Remote Authenticator returns any HTTP status in the 2xx range, lakeFS considers this a successful authentication. Any HTTP status < 200 or > 300 is considered a failed authentication. If the Remote Authenticator returns a non-empty value for the external_user_identifier property along with a success HTTP status, lakeFS will show this identifier instead of an internal lakeFS user identifier in the UI.

        +

        + + + Sample Implementation + + +

        + + +

        Here is a sample Remote Authenticator implemented using node and express and written in TypeScript. This example implementation doesn’t integrate with any real IdP but illustrates the expected request/response patterns that you need to implement.

        + +
        import dotenv from "dotenv";
+import express, { Express, Request, Response } from "express";
+import { StatusCodes } from "http-status-codes";
+
+type AuthRequestBody = {
+  username: string;
+  password: string;
+};
+
+type AuthResponseBody = {
+  external_user_identifier: string;
+};
+
+const DEFAULT_PORT = 80;
+
+dotenv.config();
+
+const port = process.env.PORT || DEFAULT_PORT;
+const app: Express = express();
+
+app.post(
+  "/auth",
+  (req: Request<AuthResponseBody, {}, AuthRequestBody>, res: Response) => {
+    const { username, password } = req.body;
+    if (!username?.length || !password?.length) {
+      return res.status(StatusCodes.BAD_REQUEST).json({
+        external_user_identifier: "",
+      });
+    }
+
+    // 👇🏻 This is where you would implement your own authentication logic
+    if (
+      username === "testy.mctestface@example.com" &&
+      password === "Password1"
+    ) {
+      return res.status(StatusCodes.OK).json({
+        external_user_identifier: "TestyMcTestface",
+      });
+    } else {
+      return res.status(StatusCodes.UNAUTHORIZED).json({
+        external_user_identifier: "",
+      });
+    }
+  }
+);
+
+app.listen(port, () => {
+  console.log(`Remote Authenticator listening on port ${port}`);
+});
+
        + +

        To run this service on the sub-domain idp.example.com, use a lakeFS configuration that looks like this:

        + +
        auth:
+    remote_authenticator:
+        enabled: true
+        endpoint: https://idp.example.com/auth
+        default_user_group: "Developers"
+    ui_config:
+        logout_url: /logout
+        login_cookie_names:
+            - internal_auth_session
+
        + + + + + + + + +
        +
        + + + + +
        + +
        +
        + + + + + + + + diff --git a/v1.0/reference/security/sso.html b/v1.0/reference/security/sso.html new file mode 100644 index 000000000..5112dbc1e --- /dev/null +++ b/v1.0/reference/security/sso.html @@ -0,0 +1,1103 @@ + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + +Single Sign On (SSO) | lakeFS Documentation + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + Link + + + + + + + Search + + + + + + + Menu + + + + + + + + + + + + Expand + + + + + + Document + + + + + + +
        +
        +
        + + + + + + + + + +
        + + +
        +
        + +
        + + + +
        +
        + + + + + +
        + +

        + + + Single Sign On (SSO) + + +

        + + +

        lakeFS Cloud

        + +

        lakeFS Enterprise

        + +
        +

        SSO is available for lakeFS Cloud and lakeFS Enterprise. If you’re using the open-source version of lakeFS you can read more about the authentication options available.

        +
        +

        + + + SSO for lakeFS Cloud + + +

        + + +

        lakeFS Cloud uses Auth0 for authentication and thus support the same identity providers as Auth0 including Active Directory/LDAP, ADFS, Azure Active Directory Native, Google Workspace, OpenID Connect, Okta, PingFederate, SAML, and Azure Active Directory.

        + +
        + +
        +

        + + + Okta + + +

        + + +
        +

        This guide is based on Okta’s Create OIDC app integrations guide.

        +
        + +

        Steps:

        +
          +
        1. Login to your Okta account
          2. +
        2. Select Applications > Applications, then Create App Integration.
          3. +
        3. Select Create New App and enter the following: +
            +
          1. For Sign-in method, choose OIDC.
            2. +
          2. Under Application type, choose Web app.
            3. +
          3. Select Next.
            4. +
          +
          4. +
        4. Under General Settings: +
            +
          1. App integration name, enter a name for your application. (i.e lakeFS Cloud)
            2. +
          +
          5. +
        5. In the Sign-in redirect URIs field, enter https://lakefs-cloud.us.auth0.com/login (United States) or https://lakefs-cloud.eu.auth0.com/login (Europe).
          6. +
        6. Under Sign-in redirect URIs, click Add URI, enter https://lakefs-cloud.us.auth0.com/login/callback (United States) or https://lakefs-cloud.eu.auth0.com/login/callback (Europe).
          7. +
        7. Under Assignments, choose the wanted Controlled access. (i.e Allow everyone in your organization to access)
          8. +
        8. Uncheck Enable immediate access with Federation Broker Mode.
          9. +
        9. Select Save.
          10. +
        + +

        Once you finish registering your application with Okta, save the Client ID, Client Secret and your Okta Domain, send this to Treeverse’s team to finish the integration.

        +
        +
        +

        + + + Active Directory Federation Services (AD FS) + + +

        + + +

        Prerequisites:

        +
          +
        • Client’s AD FS server should be exposed publicly or to Auth0’s IP ranges (either directly or using Web Application Proxy)
          • +
        + +

        Steps:

        +
          +
        1. Connect to the AD FS server
          2. +
        2. Open AD FS’ PowerShell CLI as Administrator through the server manager
          3. +
        3. +

          Execute the following:

          + + 
           (new-object Net.WebClient -property @{Encoding = [Text.Encoding]::UTF8}).DownloadString("https://raw.github.com/auth0/adfs-auth0/master/adfs.ps1") | iex
+
+ AddRelyingParty "urn:auth0:lakefs-cloud" "https://lakefs-cloud.us.auth0.com/login/callback"
+
          + +

          Note: If your organization data is located in Europe, use lakefs-cloud.eu.auth0.com instead of lakefs-cloud.us.auth0.com.

          +
          4. +
        + +

        Once you finish registering lakeFS Cloud with AD FS, save the AD FS URL and send this to Treeverse’s team to finish the integration.

        +
        +
        +

        + + + Azure Active Directory (AD) + + +

        + + +

        Prerequisites:

        +
          +
        • Azure account with permissions to manage applications in Azure Active Directory
          • +
        + +

        Note: If you’ve already set uplakeFS Cloud with your Azure account, you can skip the Register lakeFS Cloud with Azure and Add client secret and go directly to Add a redirect URI.

        +

        + + + Register lakeFS Cloud with Azure + + +

        + + +

        Steps:

        +
          +
        1. Sign in to the Azure portal.
          2. +
        2. If you have access to multiple tenants, use the Directories + subscriptions filter in the top menu to switch to the tenant in which you want to register the application.
          3. +
        3. Search for and select Azure Active Directory.
          4. +
        4. Under Manage, select App registrations > New registration.
          5. +
        5. Enter a display Name for your application. Users of your application might see the display name when they use the app, for example during sign-in. You can change the display name at any time and multiple app registrations can share the same name. The app registration’s automatically generated Application (client) ID, not its display name, uniquely identifies your app within the identity platform.
          6. +
        6. +

          Specify who can use the application, sometimes called its sign-in audience.

          + +

          Note: don’t enter anything for Redirect URI (optional). You’ll configure a redirect URI in the next section.

          +
          7. +
        7. Select Register to complete the initial app registration.
          8. +
        + +

        When registration finishes, the Azure portal displays the app registration’s Overview pane. You see the Application (client) ID. Also called the client ID, this value uniquely identifies your application in the Microsoft identity platform.

        + +

        Important: new app registrations are hidden to users by default. When you are ready for users to see the app on their My Apps page you can enable it. To enable the app, in the Azure portal navigate to Azure Active Directory > Enterprise applications and select the app. Then on the Properties page toggle Visible to users? to Yes.

        +

        + + + Add a secret + + +

        + +

        Sometimes called an application password, a client secret is a string value your app can use in place of a certificate to identity itself.

        + +

        Client secrets are considered less secure than certificate credentials. Application developers sometimes use client secrets during local app development because of their ease of use. However, you should use certificate credentials for any of your applications that are running in production.

        + +

        Steps:

        +
          +
        1. In the Azure portal, in App registrations, select your application.
          2. +
        2. Select Certificates & secrets > Client secrets > New client secret.
          3. +
        3. Add a description for your client secret.
          4. +
        4. Select an expiration for the secret or specify a custom lifetime. +
            +
          1. Client secret lifetime is limited to two years (24 months) or less. You can’t specify a custom lifetime longer than 24 months.
            2. +
          2. Microsoft recommends that you set an expiration value of less than 12 months.
            3. +
          +
          5. +
        5. Select Add.
          6. +
        6. Record the secret’s value for use in your client application code. This secret value is never displayed again after you leave this page.
          7. +
        +

        + + + Add a redirect URI + + +

        + +

        A redirect URI is the location where the Microsoft identity platform redirects a user’s client and sends security tokens after authentication.

        + +

        You add and modify redirect URIs for your registered applications by configuring their platform settings.

        + +

        Enter https://lakefs-cloud.us.auth0.com/login/callback or https://lakefs-cloud.eu.auth0.com/login/callback (depends on your organization data location) as your redirect URI.

        + +

        Settings for each application type, including redirect URIs, are configured in Platform configurations in the Azure portal. Some platforms, like Web and Single-page applications, require you to manually specify a redirect URI. For other platforms, like mobile and desktop, you can select from redirect URIs generated for you when you configure their other settings.

        + +

        Steps:

        +
          +
        1. In the Azure portal, in App registrations, select your application.
          2. +
        2. Under Manage, select Authentication.
          3. +
        3. Under Platform configurations, select Add a platform.
          4. +
        4. Under Configure platforms, select the web option.
          5. +
        5. Select Configure to complete the platform configuration.
          6. +
        + +

        Once you finish registering lakeFS Cloud with Azure AD, save the Application (Client) ID, Application Secret Value and send this to Treeverse’s team to finish the integration.

        +
        +
        +

        + + + SSO for lakeFS Enterprise + + +

        + + +

        Authentication in lakeFS Enterprise is handled by a secondary service which runs side-by-side with lakeFS. With a nod to Hogwarts and their security system, we’ve named this service Fluffy. Details for configuring the supported identity providers with Fluffy are shown below. In addition, please review the necessary Helm configuration to configure Fluffy.

        + +
          +
        • Active Directory Federation Services (AD FS) (using SAML)
          • +
        • OpenID Connect
          • +
        • LDAP
          • +
        + +

        If you’re using an authentication provider that is not listed please contact us for further assistance.

        + +
        + +
        +

        + + + Active Directory Federation Services (AD FS) (using SAML) + + +

        + + +
        +

        AD FS integration uses certificates to sign & encrypt requests going out from Fluffy and decrypt incoming requests from AD FS server.

        +
        + +

        In order for Fluffy to work, the following values must be configured. Update (or override) the following attributes in the chart’s values.yaml file.

        +
          +
        1. Replace fluffy.saml_rsa_public_cert and fluffy.saml_rsa_private_key with real certificate values
          2. +
        2. Replace fluffyConfig.auth.saml.idp_metadata_url with the metadata URL of the AD FS provider (e.g adfs-auth.company.com)
          3. +
        3. Replace fluffyConfig.auth.saml.external_user_id_claim_name with the claim name representing user id name in AD FS
          4. +
        4. Replace lakefs.company.com with your lakeFS server URL.
          5. +
        + +

        If you’d like to generate the certificates using OpenSSL, you can take a look at the following example:

        + + 
        openssl req -x509 -newkey rsa:2048 -keyout myservice.key -out myservice.cert -days 365 -nodes -subj "/CN=lakefs.company.com" -
+
        + +

        lakeFS Server Configuration (Update in helm’s values.yaml file):

        + + 
        auth:
+  cookie_auth_verification:
+    auth_source: saml
+    friendly_name_claim_name: displayName
+    external_user_id_claim_name: samName
+    default_initial_groups:
+      - "Developers"
+  logout_redirect_url: "https://lakefs.company.com/logout-saml"
+  encrypt:
+    secret_key: shared-secrey-key
+  ui_config:
+    login_url: "https://lakefs.company.com/sso/login-saml"
+    logout_url: "https://lakefs.company.com/sso/logout-saml"
+    login_cookie_names:
+      - internal_auth_session
+      - saml_auth_session
+
        + +

        Fluffy Configuration (Update in helm’s values.yaml file):

        + + 
        logging:
+  format: "json"
+  level: "INFO"
+  audit_log_level: "INFO"
+  output: "="
+auth:  
+  encrypt:
+    secret_key: shared-secrey-key    
+  logout_redirect_url: https://lakefs.company.com
+  post_login_redirect_url: https://lakefs.company.com
+  saml:
+    enabled: true 
+    sp_root_url: https://lakefs.company.com
+    sp_x509_key_path: '/etc/saml_certs/rsa_saml_private.cert'
+    sp_x509_cert_path: '/etc/saml_certs/rsa_saml_public.pem'
+    sp_sign_request: true
+    sp_signature_method: "http://www.w3.org/2001/04/xmldsig-more#rsa-sha256"
+    idp_metadata_url: "https://adfs-auth.company.com/federationmetadata/2007-06/federationmetadata.xml"
+    # idp_authn_name_id_format: "urn:oasis:names:tc:SAML:1.1:nameid-format:unspecified"
+    external_user_id_claim_name: samName
+    # idp_metadata_file_path: 
+    # idp_skip_verify_tls_cert: true
+
        +
        +
        +

        + + + OpenID Connect + + +

        + + +

        In order for Fluffy to work, the following values must be configured. Update (or override) the following attributes in the chart’s values.yaml file.

        +
          +
        1. Replace lakefsConfig.friendly_name_claim_name with the right claim name.
          2. +
        2. Replace lakefsConfig.default_initial_groups with desired claim name (See pre-configured groups for enterprise)
          3. +
        3. Replace fluffyConfig.auth.logout_redirect_url with your full OIDC logout URL (e.g https://oidc-provider-url.com/logout/path)
          4. +
        4. Replace fluffyConfig.auth.oidc.url with your OIDC provider URL (e.g https://oidc-provider-url.com)
          5. +
        5. Replace fluffyConfig.auth.oidc.logout_endpoint_query_parameters with parameters you’d like to pass to the OIDC provider for logout.
          6. +
        6. Replace fluffyConfig.auth.oidc.client_id and fluffyConfig.auth.oidc.client_secret with the client ID & secret for OIDC.
          7. +
        7. Replace fluffyConfig.auth.oidc.logout_client_id_query_parameter with the query parameter that represent the client_id, note that it should match the the key/query param that represents the client id and required by the specific OIDC provider.
          8. +
        8. Replace lakefs.company.com with the lakeFS server URL.
          9. +
        + +

        lakeFS Server Configuration (Update in helm’s values.yaml file):

        + + 
          # Important: make sure to include the rest of your lakeFS Configuration here!
+auth:
+  encrypt:
+    secret_key: shared-secrey-key
+  oidc:
+    friendly_name_claim_name: "name"
+    default_initial_groups: ["Developers"]
+  ui_config:
+    login_url: /oidc/login
+    logout_url: /oidc/logout
+    login_cookie_names:
+      - internal_auth_session
+      - oidc_auth_session
+
        + +

        Fluffy Configuration (Update in helm’s values.yaml file):

        + + 
        logging:
+  format: "json"
+  level: "INFO"
+  audit_log_level: "INFO"
+  output: "="
+installation:
+  fixed_id: fluffy-authenticator
+auth:
+  post_login_redirect_url: /
+  logout_redirect_url: https://oidc-provider-url.com/logout/url
+  oidc:
+    enabled: true
+    url: https://oidc-provider-url.com/
+    client_id: <oidc-client-id>
+    client_secret: <oidc-client-secret>
+    callback_base_url: https://lakefs.company.com
+    is_default_login: true
+    logout_client_id_query_parameter: client_id
+    logout_endpoint_query_parameters:
+      - returnTo 
+      - https://lakefs.company.com/oidc/login
+  encrypt:
+    secret_key: shared-secrey-key
+
        +
        +
        +

        + + + LDAP + + +

        + + +

        In order for Fluffy to work, the following values must be configured. Update (or override) the following attributes in the chart’s values.yaml file.

        +
          +
        1. Replace lakefsConfig.auth.remote_authenticator.endpoint with the lakeFS server URL combined with the api/v1/ldap/login suffix (e.g http://lakefs.company.com/api/v1/ldap/login)
          2. +
        2. Repalce fluffyConfig.auth.ldap.remote_authenticator.server_endpoint with your LDAP server endpoint (e.g ldaps://ldap.ldap-address.com:636)
          3. +
        3. Replace fluffyConfig.auth.ldap.remote_authenticator.bind_dn with the LDAP bind user/permissions to query your LDAP server.
          4. +
        4. Replace fluffyConfig.auth.ldap.remote_authenticator.user_base_dn with the user base to search users in.
          5. +
        + +

        lakeFS Server Configuration (Update in helm’s values.yaml file):

        + + 
        # Important: make sure to include the rest of your lakeFS Configuration here!
+
+auth:
+  remote_authenticator:
+    enabled: true
+    endpoint: https://lakefs.company.com/api/v1/ldap/login
+    default_user_group: "Developers"
+  ui_config:
+    logout_url: /logout
+    login_cookie_names:
+      - internal_auth_session
+
        + +

        Fluffy Configuration (Update in helm’s values.yaml file):

        + + 
        logging:
+  format: "json"
+  level: "INFO"
+  audit_log_level: "INFO"
+  output: "="
+installation:
+  fixed_id: fluffy-authenticator
+auth:
+  post_login_redirect_url: /
+  ldap: 
+    server_endpoint: 'ldaps://ldap.company.com:636'
+    bind_dn: uid=<bind-user-name>,ou=Users,o=<org-id>,dc=<company>,dc=com
+    bind_password: '<ldap pwd>'
+    username_attribute: uid
+    user_base_dn: ou=Users,o=<org-id>,dc=<company>,dc=com
+    user_filter: (objectClass=inetOrgPerson)
+    connection_timeout_seconds: 15
+    request_timeout_seconds: 7
+
        +
        +
        +

        + + + Helm + + +

        + + +

        In order to use lakeFS Enterprise and Fluffy, we provided out of the box setup, see lakeFS Helm chart configuration.

        + +

        Notes:

        +
          +
        • Check the examples on GitHub we provide for each authentication method (oidc/adfs/ldap + rbac).
          • +
        • The examples are provisioned with a Postgres pod for quick-start, make sure to replace that to a stable database once ready.
          • +
        • The encrypt secret key secrets.authEncryptSecretKey is shared between fluffy and lakeFS for authentication.
          • +
        • The lakeFS image.tag must be >= 0.100.0
          • +
        • The fluffy image.tag must be >= 0.2.0
          • +
        • Change the ingress.hosts[0] from lakefs.company.com to a real host (usually same as lakeFS), also update additional references in the file (note: URL path after host if provided should stay unchanged).
          • +
        • Update the ingress configuration with other optional fields if used
          • +
        • Fluffy docker image: replace the fluffy.image.privateRegistry.secretToken with real token to dockerhub for the fluffy docker image.
          • +
        + + + + + + + + +
        +
        + + + + +
        + +
        +
        + + + + + + + + diff --git a/v1.0/reference/spark-client.html b/v1.0/reference/spark-client.html new file mode 100644 index 000000000..5182d1d6b --- /dev/null +++ b/v1.0/reference/spark-client.html @@ -0,0 +1,849 @@ + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + +Spark Client | lakeFS Documentation + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + Link + + + + + + + Search + + + + + + + Menu + + + + + + + + + + + + Expand + + + + + + Document + + + + + + +
        +
        +
        + + + + + + + + + +
        + + +
        +
        + +
        + + + +
        +
        + + + + + +
        + +

        + + + lakeFS Spark Metadata Client + + +

        + + +

        Utilize the power of Spark to interact with the metadata on lakeFS. Possible use cases include:

        + +
          +
        • Creating a DataFrame for listing the objects in a specific commit or branch.
          • +
        • Computing changes between two commits.
          • +
        • Exporting your data for consumption outside lakeFS.
          • +
        • Bulk operations on the underlying storage.
          • +
        +

        + + + Getting Started + + +

        + + +

        Please note that Spark 2 is no longer supported with the lakeFS metadata client.

        + +

        Start Spark Shell / PySpark with the --packages flag:

        + +

        This client is compiled for Spark 3.1.2 with Hadoop 3.2.1, but can work for other Spark +versions and higher Hadoop versions.

        + +
        spark-shell --packages io.lakefs:lakefs-spark-client_2.12:0.10.0
+
        + +

        Alternatively an assembled jar is available on S3, at +s3://treeverse-clients-us-east/lakefs-spark-client/0.10.0/lakefs-spark-client-assembly-0.10.0.jar +</div>

        +

        + + + Configuration + + +

        + + +
          +
        1. +

          To read metadata from lakeFS, the client should be configured with your lakeFS endpoint and credentials, using the following Hadoop configurations:

          + +
          + + + + + + + + + + + + + + + + + + + + +
          ConfigurationDescription
          spark.hadoop.lakefs.api.urllakeFS API endpoint, e.g: http://lakefs.example.com/api/v1
          spark.hadoop.lakefs.api.access_keyThe access key to use for fetching metadata from lakeFS
          spark.hadoop.lakefs.api.secret_keyCorresponding lakeFS secret key
          +
          2. +
        2. +

          The client will also directly interact with your storage using Hadoop FileSystem. +Therefore, your Spark session must be able to access the underlying storage of your lakeFS repository. +There are various ways to do this, +but for a non-production environment you can use the following Hadoop configurations:

          + +
          + + + + + + + + + + + + + + + + +
          ConfigurationDescription
          spark.hadoop.fs.s3a.access.keyAccess key to use for accessing underlying storage on S3
          spark.hadoop.fs.s3a.secret.keyCorresponding secret key to use with S3 access key
          +

          + + + Assuming role on S3 (Hadoop 3 only) + + +

          + + +

          The client includes support for assuming a separate role on S3 when +running on Hadoop 3. It uses the same configuration used by +S3AFileSystem to assume the role on S3A. Apache Hadoop AWS +documentation has details under “Working with IAM Assumed +Roles”. You will need to use the following Hadoop +configurations:

          + +
          + + + + + + + + + + + + + + + + +
          ConfigurationDescription
          fs.s3a.aws.credentials.providerSet to org.apache.hadoop.fs.s3a.auth.AssumedRoleCredentialProvider
          fs.s3a.assumed.role.arnSet to the ARN of the role to assume
          +
          3. +
        +

        + + + Examples + + +

        + + +
          +
        1. +

          Get a DataFrame for listing all objects in a commit:

          + + 
          import io.treeverse.clients.LakeFSContext
+    
+val commitID = "a1b2c3d4"
+val df = LakeFSContext.newDF(spark, "example-repo", commitID)
+df.show
+/* output example:
+   +------------+--------------------+--------------------+-------------------+----+
+   |        key |             address|                etag|      last_modified|size|
+   +------------+--------------------+--------------------+-------------------+----+
+   |     file_1 |791457df80a0465a8...|7b90878a7c9be5a27...|2021-03-05 11:23:30|  36|
+   |     file_2 |e15be8f6e2a74c329...|95bee987e9504e2c3...|2021-03-05 11:45:25|  36|
+   |     file_3 |f6089c25029240578...|32e2f296cb3867d57...|2021-03-07 13:43:19|  36|
+   |     file_4 |bef38ef97883445c8...|e920efe2bc220ffbb...|2021-03-07 13:43:11|  13|
+   +------------+--------------------+--------------------+-------------------+----+
+ */
+
          +
          2. +
        2. +

          Run SQL queries on your metadata:

          + + 
          df.createOrReplaceTempView("files")
+spark.sql("SELECT DATE(last_modified), COUNT(*) FROM files GROUP BY 1 ORDER BY 1")
+/* output example:
+   +----------+--------+
+   |        dt|count(1)|
+   +----------+--------+
+   |2021-03-05|       2|
+   |2021-03-07|       2|
+   +----------+--------+
+ */
+
          +
          3. +
        + + + + + + + + +
        +
        + + + + +
        + +
        +
        + + + + + + + + diff --git a/v1.0/reference/upgrade.html b/v1.0/reference/upgrade.html new file mode 100644 index 000000000..d68f8ad79 --- /dev/null +++ b/v1.0/reference/upgrade.html @@ -0,0 +1,11 @@ + + + + Redirecting… + + + + +

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        + Click here if you are not redirected. + diff --git a/v1.0/understand/architecture.html b/v1.0/understand/architecture.html new file mode 100644 index 000000000..fec715052 --- /dev/null +++ b/v1.0/understand/architecture.html @@ -0,0 +1,915 @@ + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + +Architecture | lakeFS Documentation + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + Link + + + + + + + Search + + + + + + + Menu + + + + + + + + + + + + Expand + + + + + + Document + + + + + + +
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        +
        + + + + + + + + + +
        + + +
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        + +
        + + + +
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        + + + + + +
        + +

        + + + lakeFS Architecture + + +

        + + +

        lakeFS is distributed as a single binary encapsulating several logical services.

        + +

        The server itself is stateless, meaning you can easily add more instances to handle a bigger load.

        + +

        Architecture

        + +
        +

        + + + Table of contents + + +

        + + +
          +
        1. Object Storage
          2. +
        2. Metadata Storage
          3. +
        3. Load Balancing
          4. +
        4. lakeFS Components
            +
          1. S3 Gateway
            2. +
          2. OpenAPI Server
            3. +
          3. Storage Adapter
            4. +
          4. Graveler
            5. +
          5. Authentication & Authorization Service
            6. +
          6. Hooks Engine
            7. +
          7. UI
            8. +
          +
          5. +
        5. Applications
          6. +
        6. lakeFS Clients
            +
          1. OpenAPI Generated SDKs
            2. +
          2. lakectl
            3. +
          3. Spark Metadata Client
            4. +
          4. lakeFS Hadoop FileSystem
            5. +
          +
          7. +
        + +
        +

        + + + Object Storage + + +

        + + +

        lakeFS stores data in object stores. Those supported include:

        + +
          +
        • AWS S3
          • +
        • Google Cloud Storage
          • +
        • Azure Blob Storage
          • +
        • MinIO
          • +
        • Ceph
          • +
        +

        + + + Metadata Storage + + +

        + + +

        In additional a Key Value storage is used for storing metadata, with supported databases including PostgreSQL, DynamoDB, and CosmosDB Instructions of how to deploy such database on AWS can be found here.

        + +

        Additional information on the data format can be found in Versioning internals and Internal database structure

        +

        + + + Load Balancing + + +

        + + +

        Accessing lakeFS is done using HTTP. +lakeFS exposes a frontend UI, an OpenAPI server, as well as an S3-compatible service (see S3 Gateway below). +lakeFS uses a single port that serves all three endpoints, so for most use cases a single load balancer pointing +to lakeFS server(s) would do.

        +

        + + + lakeFS Components + + +

        + +

        + + + S3 Gateway + + +

        + + +

        The S3 Gateway is the layer in lakeFS responsible for the compatibility with S3. It implements a compatible subset of the S3 API to ensure most data systems can use lakeFS as a drop-in replacement for S3.

        + +

        See the S3 API Reference section for information on supported API operations.

        +

        + + + OpenAPI Server + + +

        + + +

        The Swagger (OpenAPI) server exposes the full set of lakeFS operations (see Reference). This includes basic CRUD operations against repositories and objects, as well as versioning related operations such as branching, merging, committing, and reverting changes to data.

        +

        + + + Storage Adapter + + +

        + + +

        The Storage Adapter is an abstraction layer for communicating with any underlying object store. +Its implementations allow compatibility with many types of underlying storage such as S3, GCS, Azure Blob Storage, or non-production usages such as the local storage adapter.

        + +

        See the roadmap for information on the future plans for storage compatibility.

        +

        + + + Graveler + + +

        + + +

        The Graveler handles lakeFS versioning by translating lakeFS addresses to the actual stored objects. +To learn about the data model used to store lakeFS metadata, see the versioning internals page.

        +

        + + + Authentication & Authorization Service + + +

        + + +

        The Auth service handles the creation, management, and validation of user credentials and RBAC policies.

        + +

        The credential scheme, along with the request signing logic, are compatible with AWS IAM (both SIGv2 and SIGv4).

        + +

        Currently, the Auth service manages its own database of users and credentials and doesn’t use IAM in any way.

        +

        + + + Hooks Engine + + +

        + + +

        The Hooks Engine enables CI/CD for data by triggering user defined Actions that will run during commit/merge.

        +

        + + + UI + + +

        + + +

        The UI layer is a simple browser-based client that uses the OpenAPI server. It allows management, exploration, and data access to repositories, branches, commits and objects in the system.

        +

        + + + Applications + + +

        + + +

        As a rule of thumb, lakeFS supports any S3-compatible application. This means that many common data applications work with lakeFS out-of-the-box. +Check out our integrations to learn more.

        +

        + + + lakeFS Clients + + +

        + + +

        Some data applications benefit from deeper integrations with lakeFS to support different use cases or enhanced functionality provided by lakeFS clients.

        +

        + + + OpenAPI Generated SDKs + + +

        + + +

        OpenAPI specification can be used to generate lakeFS clients for many programming languages. +For example, the Python lakefs-client or the Java client are published with every new lakeFS release.

        +

        + + + lakectl + + +

        + + +

        lakectl is a CLI tool that enables lakeFS operations using the lakeFS API from your preferred terminal.

        +

        + + + Spark Metadata Client + + +

        + + +

        The lakeFS Spark Metadata Client makes it easy to perform +operations related to lakeFS metadata, at scale. Examples include garbage collection or exporting data from lakeFS.

        +

        + + + lakeFS Hadoop FileSystem + + +

        + + +

        Thanks to the S3 Gateway, it’s possible to interact with lakeFS using Hadoop’s S3AFIleSystem, +but due to limitations of the S3 API, doing so requires reading and writing data objects through the lakeFS server. +Using lakeFSFileSystem increases Spark ETL jobs performance by executing the metadata operations on the lakeFS server, +and all data operations directly through the same underlying object store that lakeFS uses.

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        + Click here if you are not redirected. + diff --git a/v1.0/understand/branching-model.html b/v1.0/understand/branching-model.html new file mode 100644 index 000000000..d50aa1e48 --- /dev/null +++ b/v1.0/understand/branching-model.html @@ -0,0 +1,11 @@ + + + + Redirecting… + + + + +

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        + Click here if you are not redirected. + diff --git a/v1.0/understand/data-model.html b/v1.0/understand/data-model.html new file mode 100644 index 000000000..e9b3e7bf0 --- /dev/null +++ b/v1.0/understand/data-model.html @@ -0,0 +1,11 @@ + + + + Redirecting… + + + + +

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        + Click here if you are not redirected. + diff --git a/v1.0/understand/data_lifecycle_management/ci.html b/v1.0/understand/data_lifecycle_management/ci.html new file mode 100644 index 000000000..a695399db --- /dev/null +++ b/v1.0/understand/data_lifecycle_management/ci.html @@ -0,0 +1,728 @@ + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + +During Deployment | lakeFS Documentation + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + Link + + + + + + + Search + + + + + + + Menu + + + + + + + + + + + + Expand + + + + + + Document + + + + + + +
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        + +

        + + + During Deployment + + +

        + + +

        Every day we introduce new data to the lake. And even if the code and infra doesn’t change, the data might, and those changes introduce potential quality issues. This is one of the complexities of a data product; the data we consume changes over the course of a month, a week, day, hour, or even minute-to-minute.

        + +

        Examples of changes to data that may occur:

        +
          +
        • A client-side bug in the data collection of website events
          • +
        • A new Android version that interferes with the collecting events from your App
          • +
        • COVID-19 abrupt impact on consumers’ behavior, and its effect on the accuracy of ML models.
          • +
        • During a change to Salesforce interface, the validation requirement from a certain field had been lost
          • +
        + +

        lakeFS enable CI/CD-inspired workflows to help validate expectations and assumptions about the data before it goes live in production or lands in the data environment.

        +

        + + + Example 1: Data update safety + + +

        + + +

        Continuous deployment of existing data we expect to consume, flowing from ingest-pipelines into the lake. We merge data from an ingest branch (“events-data”), which allows us to create tests using data analysis tools or data quality services (e.g. Great Expectations, Monte Carlo) to ensure reliability of the data we merge to the main branch. Since merge is atomic, no performance issue will be introduced by using lakeFS, but your main branch will only include quality data.

        + +

        branching_6

        + +

        Each merge to the main branch creates a new commit on the main branch, which serves as a new version of the data. This allows us to easily revert to previous states of the data if a newer change introduces data issues.

        +

        + + + Example 2: Test - Validate new data + + +

        + + +

        Examples of common validation checks enforced in organizations:

        + +
          +
        • No user_* columns except under /private/…
          • +
        • Only (*.parquet | *.orc | _delta_log/*.json) files allowed
          • +
        • Under /production, only backward-compatible schema changes are allowed
          • +
        • New tables on main must be registered in our metadata repository first, with owner and SLA
          • +
        + +

        lakeFS will assist in enforcing best practices by giving you a designated branch to ingest new data (“new-data-1” in the drawing). . You may run automated tests to validate predefined best practices as pre-merge hooks. If the validation passes, the new data will be automatically and atomically merged to the main branch. However, if the validation fails, you will be alerted and the new data will not be exposed to consumers.

        + +

        By using this branching model and implementing best practices as pre merge hooks, you ensure the main lake is never compromised.

        + +

        branching_4

        + + + + + + + + +
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        + + + + +
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        + + + + + + + + diff --git a/v1.0/understand/data_lifecycle_management/data-devenv.html b/v1.0/understand/data_lifecycle_management/data-devenv.html new file mode 100644 index 000000000..ecf320e49 --- /dev/null +++ b/v1.0/understand/data_lifecycle_management/data-devenv.html @@ -0,0 +1,751 @@ + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + +In Test | lakeFS Documentation + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + Link + + + + + + + Search + + + + + + + Menu + + + + + + + + + + + + Expand + + + + + + Document + + + + + + +
        +
        +
        + + + + + + + + + +
        + + +
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        + +
        + + + +
        +
        + + + + + +
        + +

        + + + In Test + + +

        + + +

        As part of our routine work with data we develop new code, improve and upgrade old code, upgrade infrastructures, and test new technologies. lakeFS enables a safe test environment on your data lake without the need to copy or mock data, work on the pipelines or involve DevOps.

        + +

        Creating a branch provides you an isolated environment with a snapshot of your repository (any part of your data lake you chose to manage on lakeFS). While working on your own branch in isolation, all other data users will be looking at the repository’s main branch. They can’t see your changes, and you don’t see changes to main done after you created the branch.

        + +

        No worries, no data duplication is done, it’s all metadata management behind the scenes. +Let’s look at 2 examples of a test environment and their branching models.

        +

        + + + Example 1: Upgrading Spark and using Reset action + + +

        + + +

        You installed the latest version of Apache Spark. As a first step you’ll test your Spark jobs to see that the upgrade doesn’t have any undesired side effects.

        + +

        For this purpose, you may create a branch (testing-spark-3.0) which will only be used to test the Spark upgrade, and discarded later. Jobs may run smoothly (the theoretical possibility exists!), or they may fail halfway through, leaving you with some intermediate partitions, data and metadata. In this case, you can simply reset the branch to its original state, without worrying about the intermediate results of your last experiment, and perform another (hopefully successful) test in an isolated branch. Reset actions are atomic and immediate, so no manual cleanup is required.

        + +

        Once testing is completed, and you have achieved the desired result, you can delete this experimental branch, and all data not used on any other branch will be deleted with it.

        + +

        branching_1

        + +

        Creating a testing branch:

        + +
           lakectl branch create \
+      lakefs://example-repo/testing-spark-3 \
+      --source lakefs://example-repo/main
+   # output:
+   # created branch 'testing-spark-3'
+
        + +

        Resetting changes to a branch:

        + +
           lakectl branch reset lakefs://example-repo/testing-spark-3
+   # are you sure you want to reset all uncommitted changes?: y█
+
        + +

        Note lakeFS version <= v0.33.1 uses ‘@’ (instead of ‘/’) as separator between repository and branch.

        +

        + + + Example 2: Collaborate & Compare - Which option is better? + + +

        + + +

        Easily compare by testing which one performs better on your data set. +Examples may be:

        +
          +
        • Different computation tools, e.g Spark vs. Presto
          • +
        • Different compression algorithms
          • +
        • Different Spark configurations
          • +
        • Different code versions of an ETL
          • +
        + +

        Run each experiment on its own independent branch, while the main remains untouched. Once both experiments are done, create a comparison query (using Hive or Presto or any other tool of your choice) to compare data characteristics, performance or any other metric you see fit.

        + +

        With lakeFS you don’t need to worry about creating data paths for the experiments, copying data, and remembering to delete it. It’s substantially easier to avoid errors and maintain a clean lake after.

        + +

        branching_2

        + +

        Reading from and comparing branches using Spark:

        + +
           val dfExperiment1 = sc.read.parquet("s3a://example-repo/experiment-1/events/by-date")
+   val dfExperiment2 = sc.read.parquet("s3a://example-repo/experiment-2/events/by-date")
+
+   dfExperiment1.groupBy("...").count()
+   dfExperiment2.groupBy("...").count() // now we can compare the properties of the data itself
+
        + + + + + + + + +
        +
        + + + + +
        + +
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        + + + + + + + + diff --git a/v1.0/understand/data_lifecycle_management/index.html b/v1.0/understand/data_lifecycle_management/index.html new file mode 100644 index 000000000..be1c13274 --- /dev/null +++ b/v1.0/understand/data_lifecycle_management/index.html @@ -0,0 +1,684 @@ + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + +Data Lifecycle Management | lakeFS Documentation + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + Link + + + + + + + Search + + + + + + + Menu + + + + + + + + + + + + Expand + + + + + + Document + + + + + + +
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        + + + Data Lifecycle Management in lakeFS + + +

        + + +

        lakeFS provides full support for Data Lifecycle Management through all stages:

        + + + + + + + + + + +
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        + + + + +
        + +
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        + + + + + + + + diff --git a/v1.0/understand/data_lifecycle_management/production.html b/v1.0/understand/data_lifecycle_management/production.html new file mode 100644 index 000000000..209fae85c --- /dev/null +++ b/v1.0/understand/data_lifecycle_management/production.html @@ -0,0 +1,759 @@ + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + +In Production | lakeFS Documentation + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + Link + + + + + + + Search + + + + + + + Menu + + + + + + + + + + + + Expand + + + + + + Document + + + + + + +
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        + + + In Production + + +

        + + +

        Errors with data in production inevitably occur. When they do, they best thing we can do is remove the erroneous data, understand why the issue happened, and deploy changes that prevent it from occurring again.

        +

        + + + Example 1: RollBack! - Data ingested from a Kafka stream + + +

        + + +

        If you introduce a new code version to production and discover it has a critical bug, you can simply roll back to the previous version. +But you also need to roll back the results of running it. +Similar to Git, lakeFS allows you to revert your commits in case they introduced low-quality data. +Revert in lakeFS is an atomic action that prevents the data consumers from receiving low quality data until the issue is resolved.

        + +

        As previously mentioned, with lakeFS the recommended branching schema is to ingest data to a dedicated branch. When streaming data, we can decide to merge the incoming data to main at a given time interval or checkpoint, depending on how we chose to write it from Kafka.

        + +

        You can run quality tests for each merge (as discussed in the During Deployment section). Alas, tests are not perfect and we might still introduce low quality data to our main branch at some point. +In such a case, we can revert the bad commits from main to the last known high quality commit. This will record new commits reversing the effect of the bad commits.

        + +

        branching_7

        + +

        Reverting commits using the CLI

        + +
           lakectl branch revert lakefs://example-repo/main 20c30c96 ababea32
+
        + +

        Note lakeFS version <= v0.33.1 uses ‘@’ (instead of ‘/’) as separator between repository and branch.

        +

        + + + Example 2: Troubleshoot - Reproduce a bug in production + + +

        + + +

        You upgraded spark and deployed changes in production. A few days or weeks later, you identify a data quality issue, a performance degradation, or an increase to your infra costs. Something that requires investigation and fixing (aka, a bug).

        + +

        lakeFS allows you to open a branch of your lake from the specific merge/commit that introduced the changes to production. Using the metadata saved on the merge/commit you can reproduce all aspects of the environment, then reproduce the issue on the branch and debug it. Meanwhile, you can revert the main to a previous point in time, or keep it as is, depending on the use case

        + +

        branching_3

        + +

        Reading from a historic version (a previous commit) using Spark

        + +
           // represents the data as existed at commit "11eef40b":
+   spark.read.parquet("s3://example-repo/11eef40b/events/by-date")
+
        +

        + + + Example 3: Cross collection consistency + + +

        + + +

        We often need consistency between different data collections. A few examples may be:

        +
          +
        • To join different collections in order to create a unified view of an account, a user or another entity we measure.
          • +
        • To introduce the same data in different formats
          • +
        • To introduce the same data with a different leading index or sorting due to performance considerations
          • +
        + +

        lakeFS will help ensure you introduce only consistent data to your consumers by exposing the new collections and their join in one atomic action to main. Once you consumed the collections on a different branch, and only when both are synchronized, we calculated the join and merged to main.

        + +

        In this example you can see two data sets (Sales data and Marketing data) consumed each to its own independent branch, and after the write of both data sets is completed, they are merged to a different branch (leads branch) where the join ETL runs and creates a joined collection by account. The joined table is then merged to main. +The same logic can apply if the data is ingested in streaming, using standard formats, or formats that allow upsert/delete such as Apache Hudi, Delta Lake or Iceberg.

        + +

        branching_8

        +

        + + + Case Study: Windward + + +

        + +

        See how Windward is using lakeFS’ isolation and atomic commits to achieve consistency on top of S3.

        + + + + + + + + +
        +
        + + + + +
        + +
        +
        + + + + + + + + diff --git a/v1.0/understand/faq.html b/v1.0/understand/faq.html new file mode 100644 index 000000000..ad68b90a4 --- /dev/null +++ b/v1.0/understand/faq.html @@ -0,0 +1,745 @@ + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + +FAQ | lakeFS Documentation + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + Link + + + + + + + Search + + + + + + + Menu + + + + + + + + + + + + Expand + + + + + + Document + + + + + + +
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        + +
        + + + +
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        + + + + + +
        + +

        + + + lakeFS Frequently Asked Questions (FAQ) + + +

        + +

        + + + 1. Is lakeFS open-source? + + +

        + +

        lakeFS is completely free, open-source, and licensed under the Apache 2.0 License. We maintain a public product roadmap and a Slack channel for open discussions.

        +

        + + + 2. How does lakeFS data versioning work? + + +

        + +

        lakeFS uses a copy-on-write mechanism to avoid data duplication. For example, creating a new branch is a metadata-only operation: no objects are actually copied. Only when an object changes does lakeFS create another version of the data in the storage. For more information, see Versioning internals.

        +

        + + + 3. How do I get support for my lakeFS installation? + + +

        + +

        We are extremely responsive on our Slack channel, and we make sure to prioritize the most pressing issues for the community. For SLA-based support, please contact us at support@treeverse.io.

        +

        + + + 4. Do you collect data from your active installations? + + +

        + +

        We collect anonymous usage statistics to understand the patterns of use and to detect product gaps we may have so we can fix them. This is optional and may be turned off by setting stats.enabled to false. See the configuration reference for more details.

        + +

        The data we gather is limited to the following:

        +
          +
        1. A UUID which is generated when setting up lakeFS for the first time and contains no personal or otherwise identifiable information,
          2. +
        2. The lakeFS version currently running,
          3. +
        3. The OS and architecture lakeFS is running on,
          4. +
        4. Metadata regarding the database used (version, installed extensions and parameters such as DB Timezone and work memory),
          5. +
        5. Periodic aggregated action counters (e.g. how many “get_object” operations occurred).
          6. +
        +

        + + + 5. How is lakeFS different from Delta Lake / Hudi / Iceberg? + + +

        + +

        Delta Lake, Apache Hudi, and Apache Iceberg all define dedicated, structured data formats that allow deletes and upserts. lakeFS is format-agnostic and enables consistent cross-collection versioning of your data using Git-like operations. Read our comparison for a more detailed comparison.

        + + +

        The Axolotl – a species of salamander, also known as the Mexican Lake Monster or the Peter Pan of the animal kingdom. It’s a magical creature, living in a lake - just like us! :)

        + +

        Axolotl

        + +

        + copyright +

        + + + + + + + + +
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        + + + + +
        + +
        +
        + + + + + + + + diff --git a/v1.0/understand/glossary.html b/v1.0/understand/glossary.html new file mode 100644 index 000000000..1120aeb85 --- /dev/null +++ b/v1.0/understand/glossary.html @@ -0,0 +1,934 @@ + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + +Glossary | lakeFS Documentation + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + Link + + + + + + + Search + + + + + + + Menu + + + + + + + + + + + + Expand + + + + + + Document + + + + + + +
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        +
        + + + + + + + + + +
        + + +
        +
        + +
        + + + +
        +
        + + + + + +
        + +

        + + + Glossary + + +

        + +

        This page has definition and explanations of all terms related to lakeFS technical internals and the architecture.

        + +
        +

        + + + Table of contents + + +

        + + +
          +
        1. Auditing
          2. +
        2. Branch
          3. +
        3. Collection
          4. +
        4. Commit
          5. +
        5. Cross-Collection Consistency
          6. +
        6. Data Lake Governance
          7. +
        7. Data Lifecycle Management
          8. +
        8. Data Pipeline Reproducibility
          9. +
        9. Data Quality Testing
          10. +
        10. Data Versioning
          11. +
        11. Git-like Operations
          12. +
        12. Graveler
          13. +
        13. Hooks
          14. +
        14. Isolated Data Snapshot
          15. +
        15. Main Branch
          16. +
        16. Metadata Management
          17. +
        17. Merge
          18. +
        18. Repository
          19. +
        19. Rollback
          20. +
        20. Storage Namespace
          21. +
        21. Underlying Storage
          22. +
        22. Tag
          23. +
        23. Fluffy
          24. +
        + +
        +

        + + + Auditing + + +

        + +

        Data auditing is data assessment to ensure its accuracy, security, and efficacy for specific usage. It also involves assessing data quality through its lifecycle and understanding the impact of poor quality data on the organization’s performance and revenue. Ensuring data reproducibility, auditability, and governance is one of the key concerns of data engineers today. lakeFS commit history helps the data teams to keep track of all changes to the data, supporting data auditing.

        +

        + + + Branch + + +

        + + +

        Branches in lakeFS allow users to create their own “isolated” view of the repository. Read more.

        +

        + + + Collection + + +

        + +

        A collection, roughly speaking, is a set of data. Collections may be structured or unstructured; a structured collection is often referred to as a table.

        +

        + + + Commit + + +

        + + +

        Using commits, you can view a repository at a certain point in its history and you’re guaranteed that the data you see is exactly as it was at the point of committing it. Read More.

        +

        + + + Cross-Collection Consistency + + +

        + +

        It is unfortunate that the word ‘consistency’ has multiple meanings, at least four of them according to Martin Kleppmann. Consistency in the context of lakeFS and data versioning is, the guarantee that operations in a transaction are performed accurately, correctly and most important, atomically.

        + +

        A repository (and thus a branch) in lakeFS, can span multiple tables or collections. By providing branch, commit, merge and revert operations atomically on a branch, lakeFS achieves consistency guarantees across different logical collections. That is, data versioning is consistent across multiple collections within a repository.

        + +

        It is sometimes referred as multi-table transactions. That is, lakeFS offers transactional guarantees across multiple tables.

        + + +

        + + + Data Lake Governance + + +

        + +

        The goal of data lake governance is to apply policies, standards and processes on the data. This allows creating high-quality data and ensuring that it’s used appropriately across the organization. Data lake governance improves the data quality and increases data usage for business decision-making, leading to operational improvements, better-informed business strategies, and stronger financial performance. lakeFS Cloud offers advanced data lake management features such as: Role-Based Access Control, Branch Aware Managed Garbage Collection, Data Lineage and Audit log.

        +

        + + + Data Lifecycle Management + + +

        + +

        In data-intensive applications, data should be managed through its entire lifecycle similar to how teams manage code. By doing so, we could leverage the best practices and tools from application lifecycle management (like CI/CD operations) and apply them to data. lakeFS offers data lifecycle management via isolated data development environments instead of shared buckets.

        +

        + + + Data Pipeline Reproducibility + + +

        + +

        Reproducibility in data pipelines is the ability to repeat a process. An example of this is recreating an issue that occurred in the production pipeline. Reproducibility allows for the controlled manufacture of an error to debug and troubleshoot it at a later point in time. Reproducing a data pipeline issue is a challenge that most data engineers face on a daily basis. Learn more about how lakeFS supports data pipeline reproducibility. Other use cases include running ad-hoc queries (useful for data science), review, and backfill.

        +

        + + + Data Quality Testing + + +

        + +

        This term describes ways to test data for its accuracy, completeness, consistency, timeliness, validity, and integrity. lakeFS hooks can be used to implement and run data quality tests before promoting staging data into production.

        +

        + + + Data Versioning + + +

        + +

        To version data means creating a unique point-in-time reference for data that can be accessed later. This reference can take the form of a query, an ID, or also commonly, a DateTime identifier. Data versioning may also include saving an entire copy of the data under a new name or file path every time you want to create a version of it. More advanced versioning solutions like lakeFS perform versioning through zero-copy data operations. lakeFS also optimizes storage usage between versions and exposes special operations to manage them.

        +

        + + + Git-like Operations + + +

        + +

        lakeFS allows teams to treat their data lake as a Git repository. Git is used for code versioning, whereas lakeFS is used for data versioning. lakeFS provides Git-like operations such as branch, commit, merge and revert.

        +

        + + + Graveler + + +

        + +

        Graveler is the core versioning engine of lakeFS. It handles versioning by translating lakeFS addresses to the actual stored objects. See the versioning internals section to learn how lakeFS stores metadata.

        +

        + + + Hooks + + +

        + +

        lakeFS hooks allow you to automate and ensure that a given set of checks and validations happens before important lifecycle events. They are similar conceptually to Git Hooks, but in contrast, they run remotely on a server. Currently, lakeFS allows executing hooks when two types of events occur: pre-commit events that run before a commit is acknowledged and pre-merge events that trigger right before a merge operation.

        +

        + + + Isolated Data Snapshot + + +

        + +

        Creating a branch in lakeFS provides an isolated environment containing a snapshot of your repository. While working on your branch in isolation, all other data users will be looking at the repository’s main branch. So they won’t see your changes, and you also won’t see the changes applied to the main branch. All of this happens without any data duplication but metadata management.

        +

        + + + Main Branch + + +

        + +

        Every Git repository has the main branch (unless you take explicit steps to remove it) and it plays a key role in the software development process. In most projects, it represents the source of truth - all the code that works has been tested and is ready to be pushed to production. Similarly, main branch in lakeFS could be used as the single source of truth. For example, the live production data can be on the main branch.

        +

        + + + Metadata Management + + +

        + +

        Where there is data, there is also metadata. lakeFS uses metadata to define schema, data types, data versions, relations to other datasets, etc. This helps to improve discoverability and manageability. lakeFS performs data versioning through metadata operations.

        +

        + + + Merge + + +

        + +

        lakeFS merge command, similar to the Git merge functionality, allows you to merge data branches. Once you commit data, you can review it and then merge the committed data into the target branch. A merge generates a commit on the target branch with all your changes. lakeFS guarantees atomic merges that are fast, given they don’t involve copying data. Read More.

        +

        + + + Repository + + +

        + + +

        In lakeFS, a repository is a set of related objects (or collections of objects). Read More.

        +

        + + + Rollback + + +

        + +

        A rollback is an atomic operation reversing the effects of a previous commit. If a developer introduces a new code version to production and discovers that it has a critical bug, they can simply roll back to the previous version. In lakeFS, a rollback is an atomic action that prevents the data consumers from receiving low-quality data until the issue is resolved. Learn more about how lakeFS supports the rollback operation.

        +

        + + + Storage Namespace + + +

        + +

        The storage namespace is a location in the underlying storage dedicated to a specific repository. +lakeFS uses it to store the repository’s objects and some of its metadata.

        +

        + + + Underlying Storage + + +

        + +

        The underlying storage is a location in some object store where lakeFS keeps your objects and some metadata.

        +

        + + + Tag + + +

        + + +

        Tags are a way to give a meaningful name to a specific commit. Read More.

        +

        + + + Fluffy + + +

        + + +

        lakeFS Enterprise Single-Sign-On service, it’s delegated with lakeFS authentication requests and replies back to lakeFS with the authentication response.

        + + + + + + + + +
        +
        + + + + +
        + +
        +
        + + + + + + + + diff --git a/v1.0/understand/how/index.html b/v1.0/understand/how/index.html new file mode 100644 index 000000000..ed5c8f42e --- /dev/null +++ b/v1.0/understand/how/index.html @@ -0,0 +1,686 @@ + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + +How lakeFS Works | lakeFS Documentation + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + Link + + + + + + + Search + + + + + + + Menu + + + + + + + + + + + + Expand + + + + + + Document + + + + + + +
        +
        +
        + + + + + + + + + +
        + + +
        +
        + +
        + + + +
        +
        + + + + + +
        + +

        + + + How lakeFS Works + + +

        + + +

        The Architecture page includes a logical overview of lakeFS and its components.

        + +

        For deep-dive content about lakeFS see:

        + + + + + + + + + + +
        +
        + + + + +
        + +
        +
        + + + + + + + + diff --git a/v1.0/understand/how/kv.html b/v1.0/understand/how/kv.html new file mode 100644 index 000000000..937479bdd --- /dev/null +++ b/v1.0/understand/how/kv.html @@ -0,0 +1,771 @@ + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + +Internal database structure | lakeFS Documentation + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + Link + + + + + + + Search + + + + + + + Menu + + + + + + + + + + + + Expand + + + + + + Document + + + + + + +
        +
        +
        + + + + + + + + + +
        + + +
        +
        + +
        + + + +
        +
        + + + + + +
        + +

        + + + Internal database structure + + +

        + + +
        +

        + + + Table of contents + + +

        + + +
          +
        1. Optimistic Locking with KV
          2. +
        2. DB Transactions and Atomic Updates
          3. +
        3. So, Which Approach is Better?
          4. +
        + +
        + +

        Starting at version 0.80.2, lakeFS abandoned the tight coupling to PostgreSQL and moved all database operations to work over Key-Value Store

        + +

        While SQL databases, and Postgres among them, have their obvious advantages, we felt that the tight coupling to Postgres is limiting our users and so, lakeFS with Key Value Store is introduced. +Our KV Store implements a generic interface, with methods for Get, Set, Compare-and-Set, Delete and Scan. Each entry is represented by a [partition, key, value] triplet. All these fields are generic byte-array, and the using module has maximal flexibility on the format to use for each field

        + +

        Under the hood, our KV implementation relies on a backing DB, which persists the data. Theoretically, it could be any type of database and out of the box, we already implemented drivers for DynamoDB, for AWS users, and PostgreSQL, using its relational nature to store a KV Store. More databases will be supported in the future, and lakeFS users and contributors can develop their own driver to use their own favorite database. For experimenting purposes, an in-memory KV store can be used, though it obviously lack the persistency aspect

        + +

        In order to store its metadata objects (that is Repositories, Branches, Commits, Tags, and Uncommitted Objects), lakeFS implements another layer over the generic KV Store, which supports serialization and deserialization of these objects as protobuf. As this layer relies on the generic interface of the KV Store layer, it is totally agnostic to whichever store implementation is in use, gaining our users the maximal flexibility

        + +

        For further reading, please refer to our KV Design

        +

        + + + Optimistic Locking with KV + + +

        + + +

        One important key difference between SQL databases and Key Value Store is the ability to lock resources. While this is a common practice with relational databases, Key Value stores not always support this ability. When designing our KV Store, we tried to support the most simplistic straight-forward interface, with flexibility in backing DB selection, and so, we decided not to support locking. This decision brought some concurrency challenges we had to overcome. Let us take a look at a common lakeFS flow, Commit, during which several database operations are performed:

        +
          +
        • All relevant (Branch correlated) uncommitted objects are collected and marked as committed
          • +
        • A new Commit object is created
          • +
        • The relevant Branch is updated to point to the new commit
          • +
        + +

        The Commit flow includes multiple database accesses and modifications, and is very sensitive to concurrent executions: If 2 Commit flows run in parallel, we must guarantee correctness of the data. lakeFS with PostgreSQL simply locks the Branch for the entire Commit operation, preventing concurrent execution of such flows. +Now, with KV Store replacing the SQL database, this easy solution is no longer available. Instead, we implemented an Optimistic Locking algorithm, which leverages the KV Store Compare-And-Set (CAS) functionality to remember the Branch state at the beginning of the Commit flow, and updating the branch at the end, only if it remains unchanged, using CAS, with the former Branch state, used as a comparison criteria. If the sampled Branch state and the current state differ, it could only mean that another, later, Commit is in progress, causing the first Commit to fail, and give the later Commit a chance to complete. +Here’s a running example:

        +
          +
        • Commit A sets the StagingToken to tokenA and samples the Branch,
          • +
        • Commit B sets the StagingToken to tokenB and samples the Branch,
          • +
        • Commit A finishes, tries to update the Branch and fails due to the recent modification by Commit B - the StagingToken is set to tokenB and not tokenA as expected by Commit A,
          • +
        • Commit B finishes and updates the branch, as tokenB is set as StagingToken and it matches the flow expectation
          • +
        + +

        An important detail to note, is that as a Commit starts, and the StagingToken is set a new value, the former value is added to a list of ‘still valid’ StagingToken_s - _SealedToken - on the Branch, which makes sure no StagingToken and no object are lost due to a failed Commit

        + +

        You can read more on the Commit Flow in the dedicated section in the KV Design

        +

        + + + DB Transactions and Atomic Updates + + +

        + + +

        Another notable difference is the existence of DB transactions with PostgreSQL, ability that our KV Store lacks. This ability was leveraged by lakeFS to construct several DB updates, into one “atomic” operation - each failure, in each step, rolled back the entire operation, keeping the DB consistent and clean. +With KV Store, this ability is gone, and we had to come up with various solutions. As a starting point, the DB consistency is, obviously, not anything we can risk. On the other hand, maintaining the DB clean, and as a result smaller, is something that can be sacrificed, at least as a first step. Let us take a look at a relatively simple flow of a new Repository creation: +A brand new Repository has 3 objects: The Repository object itself, an initial Branch object and an initial Commit, which the Branch points to. With SQL DB, it was as simple as creating all 3 objects in the DB under one transaction (at this order). Any failure resulted in a rollback and no redundant leftovers in our DB. +With no transaction in KV Store, if for example the Branch creation fails, it will leave the Repository without an initial Branch (or a Branch at all), yet the Repository will be accessible. Trying to delete the Repository as a response to Branch creation failure is ony a partial solution as this operation can fail as well. +To mitigate this we introduced a per-_Repository_-partition, which holds all repository related objects (the Branch and Commit in this scenario). The partition key can only be derived from the specific Repository instance itself. In addition we first create the Repository objects, the Commit and the Branch, under the Repository’s partition key, and then the Repository is created. The Repository and its objects will be accessible only after a successful creation of all 3 entities. A failure in this flow might leave some dangling objects, but consistency is maintained. +The number of such dangling objects is not expected to be significant, and we plan to implement a cleaning algorithm to keep our KV Store neat and clean

        +

        + + + So, Which Approach is Better? + + +

        + + +

        This documents provides a peek into our new database approach - Key Value Store instead of a Relational SQL. It discusses the challenges we faced, and the solutions we provided to overcome these challenges. Considering the fact that lakeFS over with relational database did work, you might ask yourself why did we bother to develop another solution. The simple answer, is that while PostgreSQL was not a bad option, it was the only option, and any drawback of PostgreSQL, reflected on our users:

        +
          +
        • PostgreSQL can only scale vertically and that is a limitation. At some point this might not hold.
          • +
        • PostgreSQL is not a managed solution, meaning that users had to take care of all maintenance tasks, including the above mentioned scale (when needed)
          • +
        • As an unmanaged database, scaling means downtime - is that acceptable?
          • +
        • It might even get to the point that your organization is not willing to work with PostgreSQL due to various business considerations
          • +
        + +

        If none of the above apply, and you have no seemingly reason to switch from PostgreSQL, it can definitely still be used as an excellent option for the backing database for the lakeFS KV Store. If you do need another solution, you have DynamoDB support, out of the box. DynamoDB, as a fully managed solution, with horizontal scalability support and optimized partitions support, answers all the pain-points specified above. It is definitely an option to consider, if you need to overcome these +And, of course, you can always decide to implement your own KV Store driver to use your database of choice - we would love to add your contribution to lakeFS

        + + + + + + + + +
        +
        + + + + +
        + +
        +
        + + + + + + + + diff --git a/v1.0/understand/how/merge.html b/v1.0/understand/how/merge.html new file mode 100644 index 000000000..dabd7c959 --- /dev/null +++ b/v1.0/understand/how/merge.html @@ -0,0 +1,837 @@ + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + +Merge | lakeFS Documentation + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + Link + + + + + + + Search + + + + + + + Menu + + + + + + + + + + + + Expand + + + + + + Document + + + + + + +
        +
        +
        + + + + + + + + + +
        + + +
        +
        + +
        + + + +
        +
        + + + + + +
        + +

        + + + Merges in lakeFS + + +

        + + +

        The merge operation in lakeFS is similar to Git. It incorporates changes from a merge source (a commit/reference) into a merge destination (a branch).

        +

        + + + How does it work? + + +

        + + +

        lakeFS first finds the merge base: the nearest common ancestor of the two commits. +It can now perform a three-way merge, by examining the presence and identity of files in each commit. In the table +below, “A”, “B” and “C” are possible file contents, “X” is a missing file, and “conflict” +(which only appears as a result) is a merge failure.

        + +
        + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + +
        In baseIn sourceIn destinationResultComment
        AAAAUnchanged file
        ABBBFiles changed on both sides in same way
        ABCconflictFiles changed on both sides differently
        AABBFile changed only on one branch
        ABABFile changed only on one branch
        AXXXFiles deleted on both sides
        ABXconflictFile changed on one side, deleted on the other
        AXBconflictFile changed on one side, deleted on the other
        AAXXFile deleted on one side
        AXAXFile deleted on one side
        +

        + + + Merge Strategies + + +

        + + +

        The API and lakectl allow passing an optional strategy flag with the following values:

        +

        + + + source-wins + + +

        + + +

        In case of a conflict, merge will pick the source objects.

        +

        + + + Example + + +

        + + +
        lakectl merge lakefs://example-repo/validated-data lakefs://example-repo/production --strategy source-wins
+
        +

        When a merge conflict arises, the conflicting objects in the validated-data branch will be chosen to end up in production.

        +

        + + + dest-wins + + +

        + + +

        In case of a conflict, merge will pick the destination objects.

        +

        + + + Example + + +

        + + +
        lakectl merge lakefs://example-repo/validated-data lakefs://example-repo/production --strategy dest-wins
+
        +

        When a merge conflict arises, the conflicting objects in the production branch will be chosen to end up in validated-data. The production branch will not be affected by object changes from validated-data conflicting objects.

        + +

        The strategy will affect all conflicting objects in the merge if it is set. Currently it is not possible to treat conflicts individually.

        + +

        As a format-agnostic system, lakeFS currently merges by complete files. Format-specific and +other user-defined merge strategies for handling conflicts are on the roadmap.

        + + + + + + + + +
        +
        + + + + +
        + +
        +
        + + + + + + + + diff --git a/v1.0/understand/how/versioning-internals.html b/v1.0/understand/how/versioning-internals.html new file mode 100644 index 000000000..d2abe4831 --- /dev/null +++ b/v1.0/understand/how/versioning-internals.html @@ -0,0 +1,811 @@ + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + +Versioning Internals | lakeFS Documentation + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + Link + + + + + + + Search + + + + + + + Menu + + + + + + + + + + + + Expand + + + + + + Document + + + + + + +
        +
        +
        + + + + + + + + + +
        + + +
        +
        + +
        + + + +
        +
        + + + + + +
        + +

        + + + Versioning Internals + + +

        + + +
        +

        + + + Table of contents + + +

        + + +
          +
        1. Overview
          2. +
        2. SSTable File Format (“Graveler File”)
          3. +
        3. Constructing a consistent view of the keyspace (i.e., a commit)
          4. +
        4. Representing references and uncommitted metadata
          5. +
        + +
        +

        + + + Overview + + +

        + + +

        Since commits in lakeFS are immutable, they are easy to store on an immutable object store.

        + +

        Older commits are rarely accessed, while newer commits are accessed very frequently, a tiered storage approach can work very well - the object store is the source of truth, while local disk and even RAM can be used to cache the more frequently accessed ones.

        + +

        Since they are immutable - once cached, you only need to evict them when space is running out. There’s no complex invalidation that needs to happen.

        + +

        In terms of storage format, commits are be stored as SSTables, compatible with RocksDB.

        + +

        SSTables were chosen as a storage format for 3 major reasons:

        + +
          +
        1. Extremely high read throughput on modern hardware: using commits representing a 200m object repository (modeled after the S3 inventory of one of our design partners), we were able to achieve close to 500k random GetObject calls / second. This provides a very high throughput/cost ratio, probably as high as can be achieved on public clouds.
          2. +
        2. Being a known storage format means it’s relatively easy to generate and consume. Storing it in the object store makes it accessible to data engineering tools for analysis and distributed computation, effectively reducing the silo effect of storing it in an operational database.
          3. +
        3. The SSTable format supports delta encoding for keys which makes them very space efficient for data lakes where many keys share the same common prefixes.
          4. +
        + +

        Each lakeFS commit is represented as a set of contiguous, non-overlapping SSTables that make up the entire keyspace of a repository at that commit.

        +

        + + + SSTable File Format (“Graveler File”) + + +

        + + +

        lakeFS metadata is encoded into a format called “Graveler” - a standardized way to encode content-addressable key value pairs. This is what a Graveler file looks like:

        + +

        Graveler File

        + +

        Each Key/Value pair (“ValueRecord”) is constructed of a key, identity, and value.

        + +

        A simple identity could be, for example, a sha256 hash of the value’s bytes. It could be any sequence of bytes that uniquely identifies the value. As far as the Graveler is concerned, two ValueRecords are considered identical if their key and identity fields are equal.

        + +

        A Graveler file itself is content-addressable, i.e., similarly to Git, the name of the file is its identity. +File identity is calculated based on the identity of the ValueRecords the file contains:

        + +

        valueRecordID = h(h(valueRecord.key) || h(valueRecord.Identity))
        +fileID = h(valueRecordID1 + … + valueRecordIDN)

        +

        + + + Constructing a consistent view of the keyspace (i.e., a commit) + + +

        + + +

        We have two additional requirements for the storage format:

        + +
          +
        1. Be space and time efficient when creating a commit - assuming a commit changes a single object out of a billion, we don’t want to write a full snapshot of the entire repository. Ideally, we’ll be able to reuse some data files that haven’t changed to make the commit operations (in both space and time) proportional to the size of the difference as opposed to the total size of the repository.
          2. +
        2. Allow an efficient diff between commits which runs in time proportional to the size of their difference and not their absolute sizes.
          3. +
        + +

        To support these requirements, we decided to essentially build a 2-layer Merkle tree composed of a set of leaf nodes (“Range”) addressed by their content address, and a “Meta Range”, which is a special range containing all ranges, thus representing an entire consistent view of the keyspace:

        + +

        Metarange to ranges relationship

        + +

        Assuming commit B is derived from commit A, and only changed files in range e-f, it can reuse all ranges except for SSTable #N (the one containing the modified range of keys), which will be recreated with a new hash representing the state as exists after applying commit B’s changes. This will, in turn, also create a new Metarange since its hash is now changed as well (as it is derived from the hash of all contained ranges).

        + +

        Assuming most commits usually change related objects (i.e., that are likely to share some common prefix), the reuse ratio could be very high. We tested this assumption using S3 inventory from 2 design partners - we partitioned the keyspace to an arbitrary number of simulated blocks and measured their change over time. We saw a daily change rate of about 5-20%.

        + +

        Given the size of the repositories, it’s safe to assume that a single day would translate into multiple commits. At a modest 20 commits per day, a commit is expected to reuse >= 99% of the previous commit blocks, so acceptable in terms of write amplification generated on commit.

        + +

        On the object store, ranges are stored in the following hierarchy:

        + +
        <lakefs root>
+    _lakefs/
+        <range hash1>
+        <range hash2>
+        <range hashN>
+        ...
+        <metarange hash1>
+        <metarange hash2>
+        <metarange hashN>
+        ...
+    <data object hash1>
+    <data object hash2>
+    <data object hashN>
+    ...
+
        + +

        Note: This relatively flat structure could be modified in the future. Looking at the diagram above, it imposes no real limitations on the depth of the tree. A tree could easily be made recursive by having Meta Ranges point to other Meta Ranges - and still provide all the same characteristics. For simplicity, we decided to start with a fixed 2-level hierarchy.

        +

        + + + Representing references and uncommitted metadata + + +

        + + +

        lakeFS always stores the object data in the storage namespace in the user’s object store, committed and uncommitted data alike.

        + +

        However, the lakeFS object metadata might be stored in either the object store or a key-value store.

        + +

        Unlike committed metadata which is immutable, uncommitted (or “staged”) metadata experiences frequent random writes and is very mutable in nature. This is also true for “refs” - in particular, branches, which are simply pointers to an underlying commit, are modified frequently: on every commit or merge operation.

        + +

        Both these types of metadata are not only mutable, but also require strong consistency guarantees while also being fault tolerant. If we can’t access the current pointer of the main branch, a big portion of the system is essentially down.

        + +

        Luckily, this is also much smaller set of metadata compared to the committed metadata.

        + +

        References and uncommitted metadata are currently stored on a key-value store (See supported databases) for consistency guarantees.

        + + + + + + + + +
        +
        + + + + +
        + +
        +
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        +
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        + + + + + + + + + +
        + + +
        +
        + +
        + + + +
        +
        + + + +
        + +

        + + + Understanding lakeFS + + +

        + + +

        lakeFS Docs

        +

        + + + Architecture and Internals + + +

        + + +

        The Architecture page includes a logical overview of lakeFS and its components.

        + +

        For deep-dive content about lakeFS see:

        + + +

        + + + lakeFS Use Cases + + +

        + + +

        lakeFS has many uses in the data world, including

        + + + +

        One of the important things that lakeFS provides is full support for Data Lifecycle Management through all stages:

        + + +

        + + + lakeFS Concepts and Model + + +

        + + +

        lakeFS adopts many of the terms and concepts from git. This page goes into details on the similarities and differences, and provides a good background to the concepts used in lakeFS.

        +

        + + + Performance + + +

        + + +

        Check out the Performance best practices guide for useful hints and tips on ensuring high performance from lakeFS.

        +

        + + + FAQ and Glossary + + +

        + + +

        The FAQ covers many common questions around lakeFS, and the glossary provides a useful reference for the terms used in lakeFS.

        +

        + + + Products + + +

        + + +

        lakeFS is an Apache 2.0 licensed open-source project. Treeverse also provides two commercial products:

        + + + +

        Find out more on the pricing page, or contact us for details.

        + + + + + + + + +
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        + + + + +
        + +
        +
        + + + + + + + + diff --git a/v1.0/understand/kv-in-a-nutshell.html b/v1.0/understand/kv-in-a-nutshell.html new file mode 100644 index 000000000..de2afc50c --- /dev/null +++ b/v1.0/understand/kv-in-a-nutshell.html @@ -0,0 +1,11 @@ + + + + Redirecting… + + + + +

        Redirecting…

        + Click here if you are not redirected. + diff --git a/v1.0/understand/lakefs-cloud.html b/v1.0/understand/lakefs-cloud.html new file mode 100644 index 000000000..66b6cb431 --- /dev/null +++ b/v1.0/understand/lakefs-cloud.html @@ -0,0 +1,755 @@ + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + +lakeFS Cloud | lakeFS Documentation + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + Link + + + + + + + Search + + + + + + + Menu + + + + + + + + + + + + Expand + + + + + + Document + + + + + + +
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        + + + + + +
        + +

        + + + lakeFS Cloud + + +

        + + +

        lakeFS Cloud is a fully-managed lakeFS solution provided by Treeverse, implemented using our best practices, providing high availability, auto-scaling, support and enterprise-ready features.

        +

        + + + lakeFS Cloud Features + + +

        + + +

        + + + How lakeFS Cloud interacts with your infrastructure + + +

        + + +

        Treeverse hosts and manages a dedicated lakeFS instance that interfaces with data held in your object store, such as S3.

        + +
        flowchart TD
+    U[Users] --> LFC
+
+    subgraph Your Infrastructure
+    IAMM[lakeFS Managed GC IAM Role] --> ObjectStore[Client's Object Store]
+    IAMA[lakeFS Application IAM Role] --> ObjectStore
+    end
+
+    subgraph Treeverse's Infrastructure
+    MGC[Managed Garbage Collection] --> EMR[Elastic Map Reduce]
+    EMR --> IAMM
+    MGC --> CP
+    CP[Control Plane]
+    LFC --> CP
+
+        subgraph Client's Tenant
+        LFC[lakeFS Cloud] --> DB[Refstore Database]
+        end
+        
+    LFC --> IAMC[lakeFS Connector IAM Role]    
+    IAMC -->|ExternalID| IAMA
+    end
+
        +

        + + + Setting up lakeFS Cloud + + +

        + +

        + + + AWS / Azure + + +

        + +

        Please follow the self-service setup wizard on lakeFS Cloud

        +

        + + + GCP + + +

        + +

        Please contact us for onboarding instructions.

        + + + + + + + + +
        +
        + + + + +
        + +
        +
        + + + + + + + + diff --git a/v1.0/understand/lakefs-enterprise.html b/v1.0/understand/lakefs-enterprise.html new file mode 100644 index 000000000..6d7697156 --- /dev/null +++ b/v1.0/understand/lakefs-enterprise.html @@ -0,0 +1,686 @@ + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + +lakeFS Enterprise | lakeFS Documentation + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + Link + + + + + + + Search + + + + + + + Menu + + + + + + + + + + + + Expand + + + + + + Document + + + + + + +
        +
        +
        + + + + + + + + + +
        + + +
        +
        + +
        + + + +
        +
        + + + + + +
        + +

        + + + lakeFS Enterprise + + +

        + + +

        lakeFS Enterprise is an enterprise-ready lakeFS solution that provides a support SLA and additional features to the open-source version of lakeFS. The additional features are:

        + + + +

        For more details and pricing, please contact sales.

        + + + + + + + + +
        +
        + + + + +
        + +
        +
        + + + + + + + + diff --git a/v1.0/understand/licensing.html b/v1.0/understand/licensing.html new file mode 100644 index 000000000..2e92be43b --- /dev/null +++ b/v1.0/understand/licensing.html @@ -0,0 +1,11 @@ + + + + Redirecting… + + + + +

        Redirecting…

        + Click here if you are not redirected. + diff --git a/v1.0/understand/merge.html b/v1.0/understand/merge.html new file mode 100644 index 000000000..5ce68612b --- /dev/null +++ b/v1.0/understand/merge.html @@ -0,0 +1,11 @@ + + + + Redirecting… + + + + +

        Redirecting…

        + Click here if you are not redirected. + diff --git a/v1.0/understand/model.html b/v1.0/understand/model.html new file mode 100644 index 000000000..e67ef811e --- /dev/null +++ b/v1.0/understand/model.html @@ -0,0 +1,891 @@ + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + +Concepts and Model | lakeFS Documentation + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + Link + + + + + + + Search + + + + + + + Menu + + + + + + + + + + + + Expand + + + + + + Document + + + + + + +
        +
        +
        + + + + + + + + + +
        + + +
        +
        + +
        + + + +
        +
        + + + + + +
        + +

        + + + lakeFS Concepts and Model + + +

        + + +
        +

        + + + Table of contents + + +

        + + +
          +
        1. Objects
          2. +
        2. Version Control
            +
          1. Repository
            2. +
          2. Commits
            3. +
          3. Branches
            4. +
          4. Tags
            5. +
          5. History
            6. +
          6. Merge
            7. +
          7. Ref expressions
            8. +
          +
          3. +
        3. Concepts unique to lakeFS
            +
          1. lakefs protocol URIs
            2. +
          +
          4. +
        + +
        + +

        lakeFS blends concepts from object stores such as S3 with concepts from Git. This reference +defines the common concepts of lakeFS.

        +

        + + + Objects + + +

        + + +

        lakeFS is an interface to manage objects in an object store.

        + +
        +

        The actual data itself is not stored inside lakeFS directly but in an underlying object store. +lakeFS manages pointers and additional metadata about these objects.

        +
        +

        + + + Version Control + + +

        + + +

        lakeFS is spearheading version control semantics for data. Most of these concepts will be familiar to Git users:

        +

        + + + Repository + + +

        + + +

        In lakeFS, a repository is a set of related objects (or collections of objects). In many cases, these represent tables of various formats for tabular data, semi-structured data such as JSON or log files - or a set of unstructured objects such as images, videos, sensor data, etc.

        + +

        lakeFS represents repositories as a logical namespace used to group together objects, branches, and commits - analogous to a repository in Git.

        + +

        lakeFS repository naming requirements are as follows:

        + +
          +
        • Start with a lower case letter or number
          • +
        • Contain only lower case letters, numbers and hyphens
          • +
        • Be between 3 and 63 characters long
          • +
        +

        + + + Commits + + +

        + + +

        Using commits, you can view a repository at a certain point in its history and you’re guaranteed that the data you see is exactly as it was at the point of committing it.

        + +

        These commits are immutable “checkpoints” containing all contents of a repository at a given point in the repository’s history.

        + +

        Each commit contains metadata - the committer, timestamp, a commit message, as well as arbitrary key/value pairs you can choose to add.

        + +

        Identifying Commits

        + A commit is identified by its commit ID, a digest of all contents of the commit.
        + Commit IDs are by nature long, so you may use a unique prefix to abbreviate them. A commit may also be identified by using a textual definition, called a ref.

        + Examples of refs include tags, branch names, and expressions.

        +

        + + + Branches + + +

        + + +

        Branches in lakeFS allow users to create their own “isolated” view of the repository.

        + +

        Changes on one branch do not appear on other branches. Users can take changes from one branch and apply it to another by merging them.

        + +

        Under the hood, branches are simply a pointer to a commit along with a set of uncommitted changes.

        +

        + + + Tags + + +

        + + +

        Tags are a way to give a meaningful name to a specific commit. +Using tags allow users to reference specific releases, experiments or versions by using a human friendly name.

        + +

        Example tags:

        + +
          +
        • v2.3 to mark a release.
          • +
        • dev:jane-before-v2.3-merge to mark Jane’s private temporary point.
          • +
        +

        + + + History + + +

        + + +

        The history of the branch is the list of commits from the branch tip through the first +parent of each commit. Histories go back in time.

        +

        + + + Merge + + +

        + + +

        Merging is the way to integrate changes from a branch into another branch. +The result of a merge is a new commit, with the destination as the first parent and the source as the second.

        + +

        To learn more about how merging works in lakeFS, see the merge reference

        +

        + + + Ref expressions + + +

        + + +

        lakeFS also supports expressions for creating a ref. These are similar to revisions in +Git; indeed all ~ and ^ +examples at the end of that section will work unchanged in lakeFS.

        + +
          +
        • A branch or a tag are ref expressions.
          • +
        • If <ref> is a ref expression, then: +
            +
          • <ref>^ is a ref expression referring to its first parent.
            • +
          • <ref>^N is a ref expression referring to its N’th parent; in particular <ref>^1 is the +same as <ref>^.
            • +
          • <ref>~ is a ref expression referring to its first parent; in particular <ref>~ is the +same as <ref>^ and <ref>~.
            • +
          • <ref>~N is a ref expression referring to its N’th parent, always traversing to the first +parent. So <ref>~N is the same as <ref>^^...^ with N consecutive carets ^.
            • +
          +
          • +
        +

        + + + Concepts unique to lakeFS + + +

        + +

        The underlying storage is a location in an object store where lakeFS keeps your objects and some immutable metadata.

        + +

        When creating a lakeFS repository, you assign it with a storage namespace. The repository’s +storage namespace is a location in the underlying storage where data for this repository +will be stored.

        + +

        We sometimes refer to underlying storage as physical. The path used to store the contents of an object is then termed a physical path. +Once lakeFS saves an object in the underlying storage it is never modified, except to remove it +entirely during some cleanups.

        + +

        A lot of what lakeFS does is to manage how lakeFS paths translate to physical paths on the +object store. This mapping is generally not straightforward. Importantly (and contrary to +many object stores), lakeFS may map multiple paths to the same object on backing storage, and +always does this for objects that are unchanged across versions.

        +

        + + + lakefs protocol URIs + + +

        + + +

        lakeFS uses a specific format for path URIs. The URI lakefs://<REPO>/<REF>/<KEY> is a path +to objects in the given repo and ref expression under key. This is used both for path +prefixes and for full paths. In similar fashion, lakefs://<REPO>/<REF> identifies the +repository at a ref expression, and lakefs://<REPO> identifes a repo.

        + + + + + + + + +
        +
        + + + + +
        + +
        +
        + + + + + + + + diff --git a/v1.0/understand/object-model.html b/v1.0/understand/object-model.html new file mode 100644 index 000000000..d50aa1e48 --- /dev/null +++ b/v1.0/understand/object-model.html @@ -0,0 +1,11 @@ + + + + Redirecting… + + + + +

        Redirecting…

        + Click here if you are not redirected. + diff --git a/v1.0/understand/performance-best-practices.html b/v1.0/understand/performance-best-practices.html new file mode 100644 index 000000000..a208687e0 --- /dev/null +++ b/v1.0/understand/performance-best-practices.html @@ -0,0 +1,782 @@ + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + +Performance Best Practices | lakeFS Documentation + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + Link + + + + + + + Search + + + + + + + Menu + + + + + + + + + + + + Expand + + + + + + Document + + + + + + +
        +
        +
        + + + + + + + + + +
        + + +
        +
        + +
        + + + +
        +
        + + + + + +
        + +

        + + + Performance Best Practices + + +

        + + +
        +

        + + + Table of contents + + +

        + + +
          +
        1. Overview
          2. +
        2. Avoid concurrent commits/merges
          3. +
        3. Perform meaningful commits
          4. +
        4. Use zero-copy import
          5. +
        5. Read data using the commit ID
          6. +
        6. Operate directly on the storage
          7. +
        7. Zero-copy
          8. +
        + +
        +

        + + + Overview + + +

        + +

        Use this guide to achieve the best performance with lakeFS.

        +

        + + + Avoid concurrent commits/merges + + +

        + +

        Just like in Git, branch history is composed by commits and is linear by nature. +Concurrent commits/merges on the same branch result in a race. The first operation will finish successfully while the rest will retry.

        +

        + + + Perform meaningful commits + + +

        + +

        It’s a good idea to perform commits that are meaningful in the senese that they represent a logical point in your data’s lifecycle. While lakeFS supports arbirartily large commits, avoiding commits with a huge number of objects will result in a more comprehensible commit history.

        +

        + + + Use zero-copy import + + +

        + +

        To import object into lakeFS, either a single time or regularly, lakeFS offers a zero-copy import feature. +Use this feature to import a large number of objects to lakeFS, instead of simply copying them into your repository. +This feature will create a reference to the existing objects on your bucket and avoids the copy.

        +

        + + + Read data using the commit ID + + +

        + +

        In cases where you are only interested in reading committed data:

        +
          +
        • Use a commit ID (or a tag ID) in your path (e.g: lakefs://repo/a1b2c3).
          • +
        • Add @ before the path lakefs://repo/main@/path.
          • +
        + +

        When accessing data using the branch name (e.g. lakefs://repo/main/path) lakeFS will also try to fetch uncommitted data, which may result in reduced performance. +For more information, see how uncommitted data is managed in lakeFS.

        +

        + + + Operate directly on the storage + + +

        + +

        Sometimes, storage operations can become a bottleneck. For example, when your data pipelines upload many big objects. +In such cases, it can be beneficial to perform only versioning operations on lakeFS, while performing storage reads/writes directly on the object store. +lakeFS offers multiple ways to do that:

        + + +

        Accessing the object store directly is a faster way to interact with your data.

        +

        + + + Zero-copy + + +

        + +

        lakeFS provides a zero-copy mechanism to data. Instead of copying the data, we can check out to a new branch. +Creating a new branch will take constant time as the new branch points to the same data as its parent. +It will also lower the storage cost.

        + + + + + + + + +
        +
        + + + + +
        + +
        +
        + + + + + + + + diff --git a/v1.0/understand/roadmap.html b/v1.0/understand/roadmap.html new file mode 100644 index 000000000..2e92be43b --- /dev/null +++ b/v1.0/understand/roadmap.html @@ -0,0 +1,11 @@ + + + + Redirecting… + + + + +

        Redirecting…

        + Click here if you are not redirected. + diff --git a/v1.0/understand/sizing-guide.html b/v1.0/understand/sizing-guide.html new file mode 100644 index 000000000..fc24061f3 --- /dev/null +++ b/v1.0/understand/sizing-guide.html @@ -0,0 +1,11 @@ + + + + Redirecting… + + + + +

        Redirecting…

        + Click here if you are not redirected. + diff --git a/v1.0/understand/towards-1.0-sdk.html b/v1.0/understand/towards-1.0-sdk.html new file mode 100644 index 000000000..bdec79151 --- /dev/null +++ b/v1.0/understand/towards-1.0-sdk.html @@ -0,0 +1,876 @@ + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + +lakeFS SDK in 1.0 | lakeFS Documentation + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + Link + + + + + + + Search + + + + + + + Menu + + + + + + + + + + + + Expand + + + + + + Document + + + + + + +
        +
        +
        + + + + + + + + + +
        + + +
        +
        + +
        + + + +
        +
        + + + +
        + +

        + + + lakeFS SDK in 1.0 + + +

        + + +

        1.0 is coming: a double rainbow over a traffic jam in Tel Aviv

        +

        + + + Goals + + +

        + + +

        We are putting the finishing touches on the :sparkles: lakeFS 1.0 release +:sparkles:. Part of the reason 1.0 is so important is that it promises +stability to lakeFS users and to lakeFS developers.

        + +

        lakeFS version numbers generally follow Semantic +Versioning. Version 1.0.0 will be the first major +version, so it will be the first version to promise major version +stability. A brief summary of semantic versioning: Starting with this +version,

        + +
          +
        • Patch version upgrades (for instance, from 1.0.0 to 1.0.1, or from +1.3.11 to 1.3.12) can fix bugs but cannot add new API capabilities. All +programs that worked with the previous version continue to work with the +new version. All programs that work with the new version and are +unaffected by the fixed bugs would work with the old version.
          • +
        • Minor version upgrades (for instance, from 1.0.0 to 1.1.0, or from +1.3.11 to 1.4.0) can add API capabilities but cannot change existing APIs. +All programs that worked with the previous version continue to work with +the new version.
          • +
        • Major version upgrades (for instance, from 1.4.0 to 2.0.0, or from +1.17.12 to 2.0.0) can add, remove, or change existing APIs entirely. A +program might stop working.
          • +
        + +

        So it’s a pretty important change! Up until now, even a bump from 0.104.0 +to 0.105.0 could break old programs. Indeed that happened. Starting with +1.0.0, a minor version that breaks old programs is a bug.

        +

        + + + 1.0.0 is a major version upgrade! + + +

        + + +

        All guarantees here are for minor version upgrades. The upgrade to 1.0.0 is +of course a major version upgrade, and it will necessarily break some +client programs.

        +

        + + + Interface guarantees + + +

        + + +

        To detail what 1.0 really promises, we need to list what are the lakeFS +interfaces. Obviously a program that relies on an internal implementation +detail of lakeFS can fail at any version.

        + +

        Starting with the 1.0 release, we will maintain stability across the +following interfaces:

        + +
          +
        • +

          Any call to the REST OpenAPI API +endpoint is stable, except for +APIs tagged “experimental”, “internal”, or “deprecated”.

          + +

          If your program only calls such SDKs, it will continue to work across +minor version upgrades.1

          +
          • +
        • +

          Any call to such an interface through the published, generated SDKs. +These include:

          + + + +

          If your program only uses such calls on the SDK, it will continue to +compile and function across a minor version upgrade of the SDK.

          +
          • +
        • Any objects that were uploaded to some branch on a lakeFS server and then +committed will continue to work after a minor version upgrade to the +lakeFS server. Running an upgrade script may be required. However +running this upgrade script on a cluster of more than a single server +should not require downtime.2
          • +
        • The lakectl CLI flags will continue to work across minor version upgrades. +However we do not currently guarantee the format of lakectl output.
          • +
        • Obviously we do not control the S3 API or its many clients. If your +program uses an S3 API that lakeFS supports, it should continue to work +across a minor version upgrade of lakeFS. A minor version upgrade will +not remove support for a documented S3 API that is supported in the +previous version.
          • +
        +

        + + + Why this is important + + +

        + +

        + + + For users + + +

        + + +

        Programs that worked with one version >=1.0.0 of lakeFS should continue to +work with all higher versions <2.0.0. A minor version upgrade only adds +to your capabilities, but you do not need to do anything if you don’t use +the added capabilities.

        +

        + + + For developers + + +

        + + +

        Don’t use APIs tagged “experimental”, “internal”, or “deprecated”. If you +do use them, the rest of this section does not apply. Take into account +that you may need to modify your program to match any lakeFS server upgrade.

        + +

        Your program should continue to work with all lakeFS server versions that +are minor version upgrades from the version you used to develop them.

        + +

        Additionally, if you depend on one of the published, generated SDKs, then +that dependency itself also honours semantic versioning. Switching your +program to a minor version upgrade of the SDK dependency should be seamless.

        +

        + + + Java + + +

        + + +

        For Java and for other languages running on the JVM, the current generated +SDK is not stable with respect to a minor version upgrade. The upgrade +from io.lakefs:lakefs-client to io.lakefs:lakefs-sdk will require you to +rewrite API calls in a new style.

        + +

        Here is one example of such a change. +Old calls looked like this:

        + +
        ObjectStats objectStat = objectsApi.statObject(
+    objectLoc.getRepository(), objectLoc.getRef(), objectLoc.getPath(),
+    false, false);
+
        + +

        A single call was a single function call, which had to include optional +parameters. If an optional parameter were added, this call would no longer +compile. The long argument lists were also a maintenance burden.

        + +

        Conceptually, API calls in the SDK now follow a fluent style:

        + +
        ObjectStats objectStat = objectsApi
+    .statObject(
+        objectLoc.getRepository(), objectLoc.getRef(), objectLoc.getPath()
+	)
+	.userMetadata(true)
+	.execute();
+
        + +

        The statObject call of the objects API starts by passing all required +parameters. Then any optional parameters may be changed. Here +userMetadata is modified, but presign is kept at its default value. +Finally, the call is executed. When an optional parameter is added, this +call will simply use its default value. This keeps the code compatible with +minor version upgrades of the server.

        +

        + + + For administrators + + +

        + + +

        Your users and your developers no longer need to keep their program versions +in lockstep with your lakeFS server versions, as long as you apply only +minor version upgrades.

        + +

        And if your cluster of lakeFS servers has more than one member, you should +be able to perform most minor version upgrades with no downtime.

        + +
        +
          +
        1. +

          Unless it depends on a bug that was fixed, of course. ↩

          +
          2. +
        2. +

          Of course this may not be possible with some severe bugfixes. +Requiring server downtime is a measure of the severity of the bugfix. ↩

          +
          3. +
        +
        + + + + + + + + +
        +
        + + + + +
        + +
        +
        + + + + + + + + diff --git a/v1.0/understand/towards-1.0-sdk.md b/v1.0/understand/towards-1.0-sdk.md new file mode 100644 index 000000000..0767629e3 --- /dev/null +++ b/v1.0/understand/towards-1.0-sdk.md @@ -0,0 +1,151 @@ +# lakeFS SDK in 1.0 + +1.0 is coming: a double rainbow over a traffic jam in Tel Aviv + +## Goals + +We are putting the finishing touches on the :sparkles: lakeFS 1.0 release +:sparkles:. Part of the reason 1.0 is so important is that it promises +stability to lakeFS users and to lakeFS developers. + +lakeFS version numbers generally follow [Semantic +Versioning](https://semver.org/). Version **1.0.0** will be the first major +version, so it will be the first version to promise _major version +stability_. A brief summary of semantic versioning: Starting with this +version, + +* **Patch** version upgrades (for instance, from 1.0.0 to 1.0.1, or from + 1.3.11 to 1.3.12) can fix bugs but cannot add new API capabilities. All + programs that worked with the previous version continue to work with the + new version. All programs that work with the new version and are + unaffected by the fixed bugs would work with the old version. +* **Minor** version upgrades (for instance, from 1.0.0 to 1.1.0, or from + 1.3.11 to 1.4.0) can add API capabilities but cannot change existing APIs. + All programs that worked with the previous version continue to work with + the new version. +* **Major** version upgrades (for instance, from 1.4.0 to 2.0.0, or from + 1.17.12 to 2.0.0) can add, remove, or change existing APIs entirely. A + program might stop working. + +So it's a pretty important change! Up until now, even a bump from 0.104.0 +to 0.105.0 could break old programs. Indeed that happened. Starting with +1.0.0, a minor version that breaks old programs is a bug. + +## 1.0.0 is a **major** version upgrade! + +All guarantees here are for minor version upgrades. The upgrade to 1.0.0 is +of course a **major version upgrade**, and it will necessarily break some +client programs. + +## Interface guarantees + +To detail what 1.0 really promises, we need to list what are the lakeFS +interfaces. Obviously a program that relies on an internal implementation +detail of lakeFS can fail at any version. + +Starting with the 1.0 release, we will maintain stability across the +following interfaces: + +* Any call to the [REST OpenAPI API + endpoint](https://docs.lakefs.io/reference/api.html) is stable, except for + APIs tagged "experimental", "internal", or "deprecated". + + If your program only calls such SDKs, it will continue to work across + minor version upgrades.[^1] +* Any call to such an interface through the published, generated SDKs. + These include: + + * [Python `lakefs-sdk`](https://pypi.org/project/lakefs-sdk/) + * [Java Maven `io.lakefs:lakefs-sdk`](https://search.maven.org/artifact/io.lakefs/sdk) + + If your program only uses such calls on the SDK, it will continue to + compile and function across a minor version upgrade of the SDK. +* Any objects that were uploaded to some branch on a lakeFS server and then + committed will continue to work after a minor version upgrade to the + lakeFS server. Running an upgrade script may be required. However + running this upgrade script on a cluster of more than a single server + should not require downtime.[^2] +* The lakectl CLI flags will continue to work across minor version upgrades. + However we do not currently guarantee the format of lakectl output. +* Obviously we do _not_ control the S3 API or its many clients. If your + program uses an S3 API that lakeFS supports, it should continue to work + across a minor version upgrade of lakeFS. A minor version upgrade will + not remove support for a documented S3 API that is supported in the + previous version. + +## Why this is important + +### For users + +Programs that worked with one version >=1.0.0 of lakeFS should continue to +work with all higher versions <2.0.0. A minor version upgrade only _adds_ +to your capabilities, but you do not need to do anything if you don't use +the added capabilities. + +### For developers + +Don't use APIs tagged "experimental", "internal", or "deprecated". If you +do use them, the rest of this section does not apply. Take into account +that you may need to modify your program to match any lakeFS server upgrade. + +Your program should continue to work with all lakeFS server versions that +are minor version upgrades from the version you used to develop them. + +Additionally, if you depend on one of the published, generated SDKs, then +that dependency itself also honours semantic versioning. Switching your +program to a minor version upgrade of the SDK dependency should be seamless. + +#### Java + +For Java and for other languages running on the JVM, the current generated +SDK is *not* stable with respect to a minor version upgrade. The upgrade +from `io.lakefs:lakefs-client` to `io.lakefs:lakefs-sdk` will require you to +rewrite API calls in a new style. + +Here is [one example of such a change][lakefsfs-new-sdk-sample]. +Old calls looked like this: + +```java +ObjectStats objectStat = objectsApi.statObject( + objectLoc.getRepository(), objectLoc.getRef(), objectLoc.getPath(), + false, false); +``` + +A single call was a single function call, which had to include optional +parameters. If an optional parameter were added, this call would no longer +compile. The long argument lists were also a maintenance burden. + +Conceptually, API calls in the SDK now follow a fluent style: + +```java +ObjectStats objectStat = objectsApi + .statObject( + objectLoc.getRepository(), objectLoc.getRef(), objectLoc.getPath() + ) + .userMetadata(true) + .execute(); +``` + +The `statObject` call of the objects API starts by passing all required +parameters. Then any optional parameters may be changed. Here +`userMetadata` is modified, but `presign` is kept at its default value. +Finally, the call is _executed_. When an optional parameter is added, this +call will simply use its default value. This keeps the code compatible with +minor version upgrades of the server. + +### For administrators + +Your users and your developers no longer need to keep their program versions +in lockstep with your lakeFS server versions, as long as you **apply only +minor version upgrades**. + +And if your cluster of lakeFS servers has more than one member, you should +be able to perform most minor version upgrades with no downtime. + + +[^1]: Unless it depends on a bug that was fixed, of course. +[^2]: Of course this may not be possible with some severe bugfixes. + Requiring server downtime is a measure of the severity of the bugfix. + +[lakefsfs-new-sdk-sample]: https://github.com/treeverse/lakeFS/pull/6529/files#diff-4c50b9ac3bf6bfc05e3b6ff0fbe2fd3214f31afb5b449732d90efe5f97f67167R666 diff --git a/v1.0/understand/understand/data-model.html b/v1.0/understand/understand/data-model.html new file mode 100644 index 000000000..e9b3e7bf0 --- /dev/null +++ b/v1.0/understand/understand/data-model.html @@ -0,0 +1,11 @@ + + + + Redirecting… + + + + +

        Redirecting…

        + Click here if you are not redirected. + diff --git a/v1.0/understand/use_cases/cicd_for_data.html b/v1.0/understand/use_cases/cicd_for_data.html new file mode 100644 index 000000000..ba818b719 --- /dev/null +++ b/v1.0/understand/use_cases/cicd_for_data.html @@ -0,0 +1,838 @@ + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + +CI/CD for Data Lakes | lakeFS Documentation + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + Link + + + + + + + Search + + + + + + + Menu + + + + + + + + + + + + Expand + + + + + + Document + + + + + + +
        +
        +
        + + + + + + + + + +
        + + +
        +
        + +
        + + + +
        +
        + + + + + +
        + +

        + + + CI/CD for Data + + +

        + + +
        +

        + + + Table of contents + + +

        + + +
          +
        1. Why do I need CI/CD?
          2. +
        2. How do I implement CI/CD for data with lakeFS?
          3. +
        3. Using hooks as data quality gates
          4. +
        4. Implementing CI/CD pipeline with lakeFS - Demo
          5. +
        5. Resources
          6. +
        + +
        +

        + + + Why do I need CI/CD? + + +

        + + +

        Data pipelines feed processed data from data lakes to downstream consumers like business dashboards and machine learning models. As more and more organizations rely on data to enable business critical decisions, data reliability and trust are of paramount concern. Thus, it’s important to ensure that production data adheres to the data governance policies of businesses. These data governance requirements can be as simple as a file format validation, schema check, or an exhaustive PII(Personally Identifiable Information) data removal from all of organization’s data.

        + +

        Thus, to ensure the quality and reliability at each stage of the data lifecycle, data quality gates need to be implemented. That is, we need to run Continuous Integration(CI) tests on the data, and only if data governance requirements are met can the data can be promoted to production for business use.

        + +

        Everytime there is an update to production data, the best practice would be to run CI tests and then promote(deploy) the data to production.

        +

        + + + How do I implement CI/CD for data with lakeFS? + + +

        + + +

        lakeFS makes implementing CI/CD pipelines for data simpler. lakeFS provides a feature called hooks that allow automation of checks and validations of data on lakeFS branches. These checks can be triggered by certain data operations like committing, merging, etc.

        + +

        Functionally, lakeFS hooks are similar to Git Hooks. lakeFS hooks are run remotely on a server, and they are guaranteed to run when the appropriate event is triggered.

        + +

        Here are some examples of the hooks lakeFS supports:

        +
          +
        • pre-merge
          • +
        • pre-commit
          • +
        • post-merge
          • +
        • post-commit
          • +
        • pre-create-branch
          • +
        • post-create-branch
          • +
        + +

        and so on.

        + +

        By leveraging the pre-commit and pre-merge hooks with lakeFS, you can implement CI/CD pipelines on your data lakes.

        + +

        Specific trigger rules, quality checks and the branch on which the rules are to be applied are declared in actions.yaml file. When a specific event (say, pre-merge) occurs, lakeFS runs all the validations declared in actions.yaml file. If validations error out, the merge event is blocked.

        + +

        Here is a sample actions.yaml file that has pre-merge hook configured to allow only parquet and delta lake file formats on main branch.

        + +
        name: ParquetOnlyInProduction
+description: This webhook ensures that only parquet files are written under production/
+on:
+  pre-merge:
+    branches:
+      - main
+hooks:
+  - id: production_format_validator
+    type: webhook
+    description: Validate file formats
+    properties:
+      url: "http://lakefs-hooks:5001/webhooks/format"
+      query_params:
+        allow: ["parquet", "delta_lake"]
+        prefix: analytics/
+
        +

        + + + Using hooks as data quality gates + + +

        + + +

        Hooks are run on a remote server that can serve http requests from lakeFS server. lakeFS supports two types of hooks.

        +
          +
        1. webhooks (run remotely on a web server. e.g.: flask server in python)
          2. +
        2. airflow hooks (a dag of complex data quality checks/tasks that can be run on airflow server)
          3. +
        + +

        In this tutorial, we will show how to use webhooks (python flask webserver) to implement quality gates on your data branches. Specifically, how to configure hooks to allow only parquet and delta lake format files in the main branch.

        + +

        The tutorial provides a lakeFS environment, python flask server, a Jupyter notebook and sample data sets to demonstrate the integration of lakeFS hooks with Apache Spark and Python. It runs on Docker Compose.

        + +

        To understand how hooks work and how to configure hooks in your production system, refer to the documentation: Hooks.

        + +

        lakeFS hooks - Promotion workflow

        + +

        Follow the steps below to try out CI/CD for data lakes.

        +

        + + + Implementing CI/CD pipeline with lakeFS - Demo + + +

        + + +

        The sample below provides a lakeFS environment, a Jupyter notebook, and a server on which for the lakeFS webhooks to run.

        +

        + + + Prerequisites & Setup + + +

        + + +

        Before we get started, make sure Docker is installed on your machine.

        + +
          +
        • +

          Start by cloning the lakeFS samples Git repository:

          + + 
          git clone https://github.com/treeverse/lakeFS-samples.git
+
          + + 
          cd lakeFS-samples
+
          +
          • +
        • +

          Run following commands to start the components:

          + + 
          git submodule init
+git submodule update
+docker compose up
+
          +
          • +
        + +

        Open the local Jupyter Notebook and go to the hooks-demo.ipynb notebook.

        +

        + + + Resources + + +

        + + +

        To explore different checks and validations on your data, refer to pre-built hooks config by the lakeFS team.

        + +

        To understand the comprehensive list of hooks supported by lakeFS, refer to the documentation.

        + + + + + + + + +
        +
        + + + + +
        + +
        +
        + + + + + + + + diff --git a/v1.0/understand/use_cases/etl_testing.html b/v1.0/understand/use_cases/etl_testing.html new file mode 100644 index 000000000..c4595508b --- /dev/null +++ b/v1.0/understand/use_cases/etl_testing.html @@ -0,0 +1,960 @@ + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + +ETL Testing Environment | lakeFS Documentation + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + Link + + + + + + + Search + + + + + + + Menu + + + + + + + + + + + + Expand + + + + + + Document + + + + + + +
        +
        +
        + + + + + + + + + +
        + + +
        +
        + +
        + + + +
        +
        + + + + + +
        + +

        + + + ETL Testing with Isolated Dev/Test Environments + + +

        + + +
        +

        + + + Table of contents + + +

        + + +
          +
        1. Why are multiple environments so important?
          2. +
        2. How does lakeFS help with Dev/Test environments?
          3. +
        3. Using branches as development and testing environments
          4. +
        4. Try it out! Creating Dev/Test Environments with lakeFS for ETL Testing
          5. +
        5. Further Reading
          6. +
        + +
        +

        + + + Why are multiple environments so important? + + +

        + + +

        When working with a data lake, it’s useful to have replicas of your production environment. These replicas allow you to test these ETLs and understand changes to your data without impacting the consumers of the production data.

        + +

        Running ETL and transformation jobs directly in production without proper ETL testing presents a huge risk of having data issues flow into dashboards, ML models, and other consumers sooner or later.

        + +

        The most common approach to avoid making changes directly in production is to create and maintain multiple data environments and perform ETL testing on them. Dev environments give you a space in which to develop the data pipelines and test environment where pipeline changes are tested before pushing it to production.

        + +

        Without lakeFS, the challenge with this approach is that it can be time-consuming and costly to maintain these separate dev/test environments to enable thorough effective ETL testing. And for larger teams it forces multiple people to share these environments, requiring significant coordination. Depending on the size of the data involved there can also be high costs due to the duplication of data.

        +

        + + + How does lakeFS help with Dev/Test environments? + + +

        + + +

        lakeFS makes creating isolated dev/test environments for ETL testing quick and cheap. lakeFS uses Copy-on-Write which means that there is no duplication of data when you create a new environment. This frees you from spending time on environment maintenance and makes it possible to create as many environments as needed.

        + +

        In a lakeFS repository, data is always located on a branch. You can think of each branch in lakeFS as its own environment. This is because branches are isolated, meaning changes on one branch have no effect other branches.

        + +

        Objects that remain unchanged between two branches are not copied, but rather shared to both branches via metadata pointers that lakeFS manages. If you make a change on one branch and want it reflected on another, you can perform a merge operation to update one branch with the changes from another.

        +

        + + + Using branches as development and testing environments + + +

        + + +

        The key difference when using lakeFS for isolated data environments is that you can create them immediately before testing a change. And once new data is merged into production, you can delete the branch - effectively deleting the old environment.

        + +

        This is different from creating a long-living test environment used as a staging area to test all the updates. With lakeFS, we create a new branch for each change to production that we want to make. One benefit of this is the ability to test multiple changes at one time.

        + +

        dev/test branches as environments

        +

        + + + Try it out! Creating Dev/Test Environments with lakeFS for ETL Testing + + +

        + + +

        lakeFS supports UI, CLI (lakectl commandline utility) and several clients for the API to run the Git-like operations. Let us explore how to create dev/test environments using each of these options below.

        + +

        There are two ways that you can try out lakeFS:

        + +
          +
        • The lakeFS Playground on lakeFS Cloud - fully managed lakeFS with a 30-day free trial
          • +
        • Local Docker-based quickstart and samples
          • +
        + +

        You can also deploy lakeFS locally or self-managed on your cloud of choice.

        +

        + + + Using lakeFS Playground on lakeFS Cloud + + +

        + + +

        In this tutorial, we will use a lakeFS playground environment to create dev/test data environments for ETL testing. This allows you to spin up a lakeFS instance in a click, create different data environments by simply branching out of your data repository and develop & test data pipelines in these isolated branches.

        + +

        First, let us spin up a playground instance. Once you have a live environment, login to your instance with access and secret keys. Then, you can work with the sample data repository my-repo that is created for you.

        + +

        sample repository

        + +

        Click on my-repo and notice that by default, the repo has a main branch created and sample_data preloaded to work with.

        + +

        main branch

        + +

        You can create a new branch (say, test-env) by going to the Branches tab and clicking Create Branch. Once it is successful, you will see two branches under the repo: main and test-env.

        + +

        test-env branch

        + +

        Now you can add, modify or delete objects under the test-env branch without affecting the data in the main branch.

        +

        + + + Trying out lakeFS with Docker and Jupyter Notebooks + + +

        + + +

        This use case shows how to create dev/test data environments for ETL testing using lakeFS branches. The following tutorial provides a lakeFS environment, a Jupyter notebook, and Python lakefs_client API to demonstrate integration of lakeFS with Spark. You can run this tutorial on your local machine.

        + +

        Follow the tutorial video below to get started with the playground and Jupyter notebook, or follow the instructions on this page.

        + +

        + + + Prerequisites + + +

        + + +

        Before getting started, you will need Docker installed on your machine.

        +

        + + + Running lakeFS and Jupyter Notebooks + + +

        + + +

        Follow along the steps below to create dev/test environment with lakeFS.

        + +
          +
        • +

          Start by cloning the lakeFS samples Git repository:

          + + 
          git clone https://github.com/treeverse/lakeFS-samples.git
+
          + + 
          cd lakeFS-samples
+
          +
          • +
        • +

          Run following commands to download and run Docker container which includes Python, Spark, Jupyter Notebook, JDK, Hadoop binaries, lakeFS Python client and Airflow (Docker image size is around 4.5GB):

          + + 
          git submodule init
+git submodule update
+docker compose up
+
          +
          • +
        + +

        Open the local Jupyter Notebook and go to the spark-demo.ipynb notebook.

        +

        + + + Configuring lakeFS Python Client + + +

        + + +

        Setup lakeFS access credentials for the lakeFS instance running. The defaults for these that the samples repo Docker Compose uses are shown here:

        + +
        lakefsAccessKey = 'AKIAIOSFODNN7EXAMPLE'
+lakefsSecretKey = 'wJalrXUtnFEMI/K7MDENG/bPxRfiCYEXAMPLEKEY'
+lakefsEndPoint = 'http://lakefs:8000'
+
        + +

        Next, setup the storage namespace to a location in the bucket you have configured. The storage namespace is a location in the underlying storage where data for this repository will be stored.

        + +
        storageNamespace = 's3://example/' 
+
        + +

        You can use lakeFS through the UI, API or lakectl commandline. For this use-case, we use python lakefs_client to run lakeFS core operations.

        + +
        import lakefs_client
+from lakefs_client import models
+from lakefs_client.client import LakeFSClient
+
+# lakeFS credentials and endpoint
+configuration = lakefs_client.Configuration()
+configuration.username = lakefsAccessKey
+configuration.password = lakefsSecretKey
+configuration.host = lakefsEndPoint
+
+client = LakeFSClient(configuration)
+
        + +

        lakeFS can be configured to work with Spark in two ways:

        + +

        + + + Upload the Sample Data to Main Branch + + +

        + + +

        To upload an object to the my-repo, use the following command.

        + +
        import os
+contentToUpload = open('/data/lakefs_test.csv', 'rb')
+client.objects.upload_object(
+    repository="my-repo",
+    branch="main",
+    path=fileName, content=contentToUpload)
+
        + +

        Once uploaded, commit the changes to the main branch and attach some metadata to the commit as well.

        +
        client.commits.commit(
+    repository="my-repo",
+    branch="main",
+    commit_creation=models.CommitCreation(
+        message='Added my first object!',
+        metadata={'using': 'python_api'}))
+
        + +

        In this example, we use lakeFS S3A gateway to read data from the storage bucket.

        +
        dataPath = f"s3a://my-repo/main/lakefs_test.csv"
+df = spark.read.csv(dataPath)
+df.show()
+
        +

        + + + Create a Test Branch + + +

        + + +

        Let us start by creating a new branch test-env on the example repo my-repo.

        + +
        client.branches.create_branch(
+    repository="my-repo",
+    branch_creation=models.BranchCreation(
+        name="test-env",
+        source="main"))
+
        + +

        Now we can use Spark to write the csv file from main branch as a Parquet file to the test-env of our lakeFS repo. Suppose we accidentally write the dataframe back to “test-env” branch again, this time in append mode.

        + +
        df.write.mode('overwrite').parquet('s3a://my-repo/test-env/')
+df.write.mode('append').parquet('s3a://my-repo/test-env/')
+
        +

        What happens if we re-read in the data on both branches and perform a count on the resulting DataFrames? +There will be twice as many rows in test-env branch. That is, we accidentally duplicated our data! Oh no!

        + +

        Data duplication introduce errors into our data analytics, BI and machine learning efforts; hence we would like to avoid duplicating our data.

        + +

        On the main branch however, there is still just the original data - untouched by our Spark code. This shows the utility of branch-based isolated environments with lakeFS.

        + +

        You can safely continue working with the data from main which is unharmed due to lakeFS isolation capabilities.

        +

        + + + Further Reading + + +

        + + + + + + + + + + + +
        +
        + + + + +
        + +
        +
        + + + + + + + + diff --git a/v1.0/understand/use_cases/index.html b/v1.0/understand/use_cases/index.html new file mode 100644 index 000000000..bf2b13a7c --- /dev/null +++ b/v1.0/understand/use_cases/index.html @@ -0,0 +1,693 @@ + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + +Use Cases | lakeFS Documentation + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + Link + + + + + + + Search + + + + + + + Menu + + + + + + + + + + + + Expand + + + + + + Document + + + + + + +
        +
        +
        + + + + + + + + + +
        + + +
        +
        + +
        + + + +
        +
        + + + + + +
        + +

        + + + lakeFS Use Cases + + +

        + + +

        lakeFS has many uses in the data world, including

        + + + +

        One of the important things that lakeFS provides is full support for Data Lifecycle Management through all stages:

        + + + + + + + + + + +
        +
        + + + + +
        + +
        +
        + + + + + + + + diff --git a/v1.0/understand/use_cases/reproducibility.html b/v1.0/understand/use_cases/reproducibility.html new file mode 100644 index 000000000..43f009fe0 --- /dev/null +++ b/v1.0/understand/use_cases/reproducibility.html @@ -0,0 +1,719 @@ + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + +Reproducibility | lakeFS Documentation + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + Link + + + + + + + Search + + + + + + + Menu + + + + + + + + + + + + Expand + + + + + + Document + + + + + + +
        +
        +
        + + + + + + + + + +
        + + +
        +
        + +
        + + + +
        +
        + + + + + +
        + +

        + + + The Benefits of Reproducible Data + + +

        + + +

        Data changes frequently. This makes the task of keeping track of its exact state over time difficult. Oftentimes, people maintain only one state of their data––its current state.

        + +

        This has a negative impact on the work, as it becomes hard to:

        +
          +
        • Debug a data issue.
          • +
        • Validate machine learning training accuracy (re-running a model over different data gives different results).
          • +
        • Comply with data audits.
          • +
        + +

        In comparison, lakeFS exposes a Git-like interface to data that allows keeping track of more than just the current state of data. This makes reproducing its state at any point in time straightforward.

        +

        + + + Achieving Reproducibility with lakeFS + + +

        + + +

        To make data reproducible, we recommend taking a new commit of your lakeFS repository every time the data in it changes. As long as there’s a commit taken, the process to reproduce a given state is as simple as reading the data from a path that includes the unique commit_id generated for each commit.

        + +

        To read data at it’s current state, we can use a static path containing the repository and branch names. To give an example, if you have a repository named example with a branch named main, reading the latest state of this data into a Spark Dataframe is always:

        + +
        df = spark.read.parquet(‘s3://example/main/”)
+
        +

        Note: The code above assumes that all objects in the repository under this path are stored in parquet format. If a different format is used, the applicable Spark read method should be used.

        + +

        In a lakeFS repository, we are capable of taking many commits over the data, making many points in time reproducible.

        + +

        Commit History

        + +

        In the repository above, a new commit is taken each time a model training script is run, and the commit message includes the specific run number.

        + +

        If we wanted to re-run the model training script and reproduce the exact same results for a historical run, say run #435, we could copy the commit ID associated with the run and read the data into a dataframe like so:

        + +
        df = spark.read.parquet("s3://example/296e54fbee5e176f3f4f4aeb7e087f9d57515750e8c3d033b8b841778613cb23/training_dataset/”)
+
        + +

        The ability to reference a specific commit_id in code simplifies reproducing the specific state a data collection or even multiple collections. This has many applications that are common in data development, such as historical debugging, identifying deltas in a data collection, audit compliance, and more.

        + + + + + + + + +
        +
        + + + + +
        + +
        +
        + + + + + + + + diff --git a/v1.0/understand/use_cases/rollback.html b/v1.0/understand/use_cases/rollback.html new file mode 100644 index 000000000..08a3e089d --- /dev/null +++ b/v1.0/understand/use_cases/rollback.html @@ -0,0 +1,752 @@ + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + +Rollback | lakeFS Documentation + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + Link + + + + + + + Search + + + + + + + Menu + + + + + + + + + + + + Expand + + + + + + Document + + + + + + +
        +
        +
        + + + + + + + + + +
        + + +
        +
        + +
        + + + +
        +
        + + + + + +
        + +

        + + + Rollbacks + + +

        + +

        + + + What Is a Rollback? + + +

        + + +

        A rollback operation is used to to fix critical data errors immediately.

        + +

        What is a critical data error? Think of a situation where erroneous or misformatted data causes a significant issue with an important service or function. In such situations, the first thing to do is stop the bleeding.

        + +

        Rolling back returns data to a state in the past, before the error was present. You might not be showing all the latest data after a rollback, but at least you aren’t showing incorrect data or raising errors.

        +

        + + + Why Rollbacks Are Useful + + +

        + + +

        A Rollback is used as a stopgap measure to “put out the fire” as quickly as possible while RCA (root cause analysis) is performed to understand 1) exactly how the error happened, and 2) what can be done to prevent it from happening again.

        + +

        It can be a pressured, stressful situation to deal with a critical data error. Having the ability to employ a rollback relieves some of the pressure and makes it more likely you can figure out what happened without creating additional issues.

        + +

        As a real world example, the 14-day outage some Atlassian users experienced in May 2022 could have been an uninteresting minor incident had rolling back the deleted customer data been an option.

        +

        + + + Performing Rollbacks with lakeFS + + +

        + + +

        lakeFS lets you develop in your data lake in such a way that rollbacks are simple to perform. This starts by taking a commit over your lakeFS repository whenever a change to its state occurs.

        + +

        Using the lakeFS UI or CLI, you can set the current state, or HEAD, of a branch to any historical commit in seconds, effectively performing a rollback.

        + +

        To demonstrate how this works, let’s take the example of a lakeFS repo with the following commit history:

        + +

        Commit History

        + +

        As can be inferred from the history, this repo is updated every minute with a data sync from some data source. An example data sync is a typical ETL job that replicates data from an internal database or any other data source. After each sync, a commit is taken in lakeFS to save a snapshot of data at that point in time.

        +

        + + + How to Rollback From a Bad Data Sync? + + +

        + + +

        Say a situation occurs where one of the syncs had bad data and is causing downstream dashboards to fail to load. Since we took a commit of the repo right after the sync ran, we can use a revert operation to undo the changes introduced in that sync.

        + +

        Copy Commit ID

        + +

        Step 1: Copy the commit_id associated with the commit we want to revert. As the screenshot above shows, you can use the Copy ID to Clipboard button to do this.

        + +

        Step 2: Run the revert command using lakectl, the lakeFS CLI. In this example, the command will be as follows:

        + +
        lakectl branch revert lakefs://example/main 9666d7c9daf37b3ba6964e733d08596ace2ec2c7bc3a4023ad8e80737a6c3e9d
+
        + +

        This will undo the changes introduced by this commit, completing the rollback!

        + +

        Rollback Commit

        + +

        The rollback operation is that simple, even if many changes were introduced in a commit, spanning acrossmultiple data collections.

        + +

        In lakeFS, rolling back data is always a one-liner.

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