From ae32624d6cf56f4621aa5ecdce64563657298794 Mon Sep 17 00:00:00 2001 From: Jonathan Dekermanjian Date: Sat, 23 Nov 2024 13:31:18 -0700 Subject: [PATCH] updated notebook metadata with dependencies --- examples/spatial/malaria_prevalence.ipynb | 409 ++++++++++---------- examples/spatial/malaria_prevalence.myst.md | 2 +- 2 files changed, 208 insertions(+), 203 deletions(-) diff --git a/examples/spatial/malaria_prevalence.ipynb b/examples/spatial/malaria_prevalence.ipynb index 80affc26..f62aa5f3 100644 --- a/examples/spatial/malaria_prevalence.ipynb +++ b/examples/spatial/malaria_prevalence.ipynb @@ -370,7 +370,7 @@ " <meta name="viewport" content="width=device-width,\n", " initial-scale=1.0, maximum-scale=1.0, user-scalable=no" />\n", " <style>\n", - " #map_33a6c164cad10b07258df4b60c745c3d {\n", + " #map_e0e6909871dfec7254870212a6b7a57a {\n", " position: relative;\n", " width: 100.0%;\n", " height: 100.0%;\n", @@ -401,14 +401,14 @@ "<body>\n", " \n", " \n", - " <div class="folium-map" id="map_33a6c164cad10b07258df4b60c745c3d" ></div>\n", + " <div class="folium-map" id="map_e0e6909871dfec7254870212a6b7a57a" ></div>\n", " \n", "</body>\n", "<script>\n", " \n", " \n", - " var map_33a6c164cad10b07258df4b60c745c3d = L.map(\n", - " "map_33a6c164cad10b07258df4b60c745c3d",\n", + " var map_e0e6909871dfec7254870212a6b7a57a = L.map(\n", + " "map_e0e6909871dfec7254870212a6b7a57a",\n", " {\n", " center: [13.424895869843876, -15.13013903053501],\n", " crs: L.CRS.EPSG3857,\n", @@ -417,28 +417,28 @@ " preferCanvas: false,\n", " }\n", " );\n", - " L.control.scale().addTo(map_33a6c164cad10b07258df4b60c745c3d);\n", + " L.control.scale().addTo(map_e0e6909871dfec7254870212a6b7a57a);\n", "\n", " \n", "\n", " \n", " \n", - " var tile_layer_89109963bd49562aa896df13b7f5da9a = L.tileLayer(\n", + " var tile_layer_e30afeb49b3e4ded830bba43423bf678 = L.tileLayer(\n", " "https://tile.openstreetmap.org/{z}/{x}/{y}.png",\n", " {"attribution": "\\u0026copy; \\u003ca href=\\"https://www.openstreetmap.org/copyright\\"\\u003eOpenStreetMap\\u003c/a\\u003e contributors", "detectRetina": false, "maxNativeZoom": 19, "maxZoom": 19, "minZoom": 0, "noWrap": false, "opacity": 1, "subdomains": "abc", "tms": false}\n", " );\n", " \n", " \n", - " tile_layer_89109963bd49562aa896df13b7f5da9a.addTo(map_33a6c164cad10b07258df4b60c745c3d);\n", + " tile_layer_e30afeb49b3e4ded830bba43423bf678.addTo(map_e0e6909871dfec7254870212a6b7a57a);\n", " \n", " \n", - " map_33a6c164cad10b07258df4b60c745c3d.fitBounds(\n", + " map_e0e6909871dfec7254870212a6b7a57a.fitBounds(\n", " [[13.185409602758718, -16.38755103466753], [13.664382136929033, -13.87272702640249]],\n", " {}\n", " );\n", " \n", " \n", - " function geo_json_9d1761feabfb38bf34c173fbced1de07_styler(feature) {\n", + " function geo_json_5eee7dc6092dba0cff987f1627bbc0d4_styler(feature) {\n", " switch(feature.id) {\n", " case "0": \n", " return {"color": "#1f9f88", "fillColor": "#1f9f88", "fillOpacity": 0.5, "weight": 2};\n", @@ -530,52 +530,52 @@ " return {"color": "#31688e", "fillColor": "#31688e", "fillOpacity": 0.5, "weight": 2};\n", " }\n", " }\n", - " function geo_json_9d1761feabfb38bf34c173fbced1de07_highlighter(feature) {\n", + " function geo_json_5eee7dc6092dba0cff987f1627bbc0d4_highlighter(feature) {\n", " switch(feature.id) {\n", " default:\n", " return {"fillOpacity": 0.75};\n", " }\n", " }\n", - " function geo_json_9d1761feabfb38bf34c173fbced1de07_pointToLayer(feature, latlng) {\n", + " function geo_json_5eee7dc6092dba0cff987f1627bbc0d4_pointToLayer(feature, latlng) {\n", " var opts = {"bubblingMouseEvents": true, "color": "#3388ff", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "#3388ff", "fillOpacity": 0.2, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "opacity": 1.0, "radius": 2, "stroke": true, "weight": 3};\n", " \n", - " let style = geo_json_9d1761feabfb38bf34c173fbced1de07_styler(feature)\n", + " let style = geo_json_5eee7dc6092dba0cff987f1627bbc0d4_styler(feature)\n", " Object.assign(opts, style)\n", " \n", " return new L.CircleMarker(latlng, opts)\n", " }\n", "\n", - " function geo_json_9d1761feabfb38bf34c173fbced1de07_onEachFeature(feature, layer) {\n", + " function geo_json_5eee7dc6092dba0cff987f1627bbc0d4_onEachFeature(feature, layer) {\n", " layer.on({\n", " mouseout: function(e) {\n", " if(typeof e.target.setStyle === "function"){\n", - " geo_json_9d1761feabfb38bf34c173fbced1de07.resetStyle(e.target);\n", + " geo_json_5eee7dc6092dba0cff987f1627bbc0d4.resetStyle(e.target);\n", " }\n", " },\n", " mouseover: function(e) {\n", " if(typeof e.target.setStyle === "function"){\n", - " const highlightStyle = geo_json_9d1761feabfb38bf34c173fbced1de07_highlighter(e.target.feature)\n", + " const highlightStyle = geo_json_5eee7dc6092dba0cff987f1627bbc0d4_highlighter(e.target.feature)\n", " e.target.setStyle(highlightStyle);\n", " }\n", " },\n", " });\n", " };\n", - " var geo_json_9d1761feabfb38bf34c173fbced1de07 = L.geoJson(null, {\n", - " onEachFeature: geo_json_9d1761feabfb38bf34c173fbced1de07_onEachFeature,\n", + " var geo_json_5eee7dc6092dba0cff987f1627bbc0d4 = L.geoJson(null, {\n", + " onEachFeature: geo_json_5eee7dc6092dba0cff987f1627bbc0d4_onEachFeature,\n", " \n", - " style: geo_json_9d1761feabfb38bf34c173fbced1de07_styler,\n", - " pointToLayer: geo_json_9d1761feabfb38bf34c173fbced1de07_pointToLayer,\n", + " style: geo_json_5eee7dc6092dba0cff987f1627bbc0d4_styler,\n", + " pointToLayer: geo_json_5eee7dc6092dba0cff987f1627bbc0d4_pointToLayer,\n", " });\n", "\n", - " function geo_json_9d1761feabfb38bf34c173fbced1de07_add (data) {\n", - " geo_json_9d1761feabfb38bf34c173fbced1de07\n", + " function geo_json_5eee7dc6092dba0cff987f1627bbc0d4_add (data) {\n", + " geo_json_5eee7dc6092dba0cff987f1627bbc0d4\n", " .addData(data);\n", " }\n", - " geo_json_9d1761feabfb38bf34c173fbced1de07_add({"bbox": [-16.38755103466753, 13.185409602758718, 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[-13.890606975512293, 13.544586711845753], "type": "Point"}, "id": "63", "properties": {"__folium_color": "#f8e621", "positive": 12, "prev": 0.92, "total": 13}, "type": "Feature"}, {"bbox": [-13.87272702640249, 13.330944101097009, -13.87272702640249, 13.330944101097009], "geometry": {"coordinates": [-13.87272702640249, 13.330944101097009], "type": "Point"}, "id": "64", "properties": {"__folium_color": "#1f948c", "positive": 15, "prev": 0.48, "total": 31}, "type": "Feature"}], "type": "FeatureCollection"});\n", "\n", " \n", " \n", - " geo_json_9d1761feabfb38bf34c173fbced1de07.bindTooltip(\n", + " geo_json_5eee7dc6092dba0cff987f1627bbc0d4.bindTooltip(\n", " function(layer){\n", " let div = L.DomUtil.create('div');\n", " \n", @@ -599,45 +599,45 @@ " ,{"className": "foliumtooltip", "sticky": true});\n", " \n", " \n", - " geo_json_9d1761feabfb38bf34c173fbced1de07.addTo(map_33a6c164cad10b07258df4b60c745c3d);\n", + " geo_json_5eee7dc6092dba0cff987f1627bbc0d4.addTo(map_e0e6909871dfec7254870212a6b7a57a);\n", " \n", " \n", - " var color_map_700f0fe34d5da76d15324b3182bc657e = {};\n", + " var color_map_19b95121fcfb1d6acaad721e717b3eae = {};\n", "\n", " \n", - " color_map_700f0fe34d5da76d15324b3182bc657e.color = d3.scale.threshold()\n", + " color_map_19b95121fcfb1d6acaad721e717b3eae.color = d3.scale.threshold()\n", " .domain([0.0, 0.0018637274549098198, 0.0037274549098196396, 0.005591182364729459, 0.007454909819639279, 0.009318637274549098, 0.011182364729458919, 0.01304609218436874, 0.014909819639278558, 0.01677354709418838, 0.018637274549098196, 0.020501002004008017, 0.022364729458917838, 0.024228456913827655, 0.02609218436873748, 0.027955911823647296, 0.029819639278557117, 0.03168336673346694, 0.03354709418837676, 0.03541082164328658, 0.03727454909819639, 0.03913827655310621, 0.041002004008016034, 0.042865731462925855, 0.044729458917835675, 0.04659318637274549, 0.04845691382765531, 0.05032064128256514, 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'#8dd645ff', '#8ed645ff', '#8fd744ff', '#90d743ff', '#92d742ff', '#93d741ff', '#94d840ff', '#96d83fff', '#97d83eff', '#99d93dff', '#9ad93cff', '#9bd93cff', '#9dd93bff', '#9eda3aff', '#9fda39ff', '#a1da38ff', '#a2da37ff', '#a3db36ff', '#a4db36ff', '#a6db35ff', '#a8db34ff', '#a9dc33ff', '#aadc32ff', '#abdc31ff', '#addc30ff', '#aedd2fff', '#b0dd2fff', '#b1dd2eff', '#b2dd2dff', '#b3de2cff', '#b5de2bff', '#b6de2aff', '#b8de29ff', '#b9de28ff', '#bade28ff', '#bcdf27ff', '#bddf26ff', '#bfdf25ff', '#c0df25ff', '#c1df24ff', '#c2df23ff', '#c4e022ff', '#c5e021ff', '#c7e020ff', '#c8e020ff', '#c9e11fff', '#cbe11eff', '#cce11dff', '#cee11dff', '#cfe11cff', '#d1e11bff', '#d2e21bff', '#d3e21aff', '#d4e21aff', '#d6e219ff', '#d7e219ff', '#d9e319ff', '#dae319ff', '#dbe318ff', '#dde318ff', '#dee318ff', '#dfe318ff', '#e0e418ff', '#e2e418ff', '#e3e418ff', '#e5e418ff', '#e6e419ff', '#e7e419ff', '#e8e519ff', '#eae519ff', '#ebe51aff', '#ece51aff', '#ede51bff', '#efe51bff', '#f0e51cff', '#f1e51dff', '#f3e61dff', '#f4e61eff', '#f5e61eff', '#f6e61fff', '#f7e620ff', '#f8e621ff', '#fae722ff', '#fbe723ff', '#fce724ff', '#fde725ff']);\n", " \n", "\n", - " color_map_700f0fe34d5da76d15324b3182bc657e.x = d3.scale.linear()\n", + " color_map_19b95121fcfb1d6acaad721e717b3eae.x = d3.scale.linear()\n", " .domain([0.0, 0.93])\n", " .range([0, 450 - 50]);\n", "\n", - " color_map_700f0fe34d5da76d15324b3182bc657e.legend = L.control({position: 'topright'});\n", - " color_map_700f0fe34d5da76d15324b3182bc657e.legend.onAdd = function (map) {var div = L.DomUtil.create('div', 'legend'); return div};\n", - " color_map_700f0fe34d5da76d15324b3182bc657e.legend.addTo(map_33a6c164cad10b07258df4b60c745c3d);\n", + " color_map_19b95121fcfb1d6acaad721e717b3eae.legend = L.control({position: 'topright'});\n", + " color_map_19b95121fcfb1d6acaad721e717b3eae.legend.onAdd = function (map) {var div = L.DomUtil.create('div', 'legend'); return div};\n", + " color_map_19b95121fcfb1d6acaad721e717b3eae.legend.addTo(map_e0e6909871dfec7254870212a6b7a57a);\n", "\n", - " color_map_700f0fe34d5da76d15324b3182bc657e.xAxis = d3.svg.axis()\n", - " .scale(color_map_700f0fe34d5da76d15324b3182bc657e.x)\n", + " color_map_19b95121fcfb1d6acaad721e717b3eae.xAxis = d3.svg.axis()\n", + " .scale(color_map_19b95121fcfb1d6acaad721e717b3eae.x)\n", " .orient("top")\n", " .tickSize(1)\n", " .tickValues([0.0, '', '', '', '', '', '', '', '', '', '', '', '', '', '', '', '', '', '', '', '', '', '', '', '', '', 0.09482352941176471, '', '', '', '', '', '', '', '', '', '', '', '', '', '', '', '', '', '', '', '', '', '', '', '', '', 0.18964705882352942, '', '', '', '', '', '', '', '', '', '', '', '', '', '', '', '', '', '', '', '', '', '', '', '', '', 0.28447058823529414, '', '', '', '', '', '', '', '', '', '', '', '', '', '', '', '', '', '', '', '', '', '', '', '', '', 0.37929411764705884, '', '', '', '', '', '', '', '', '', '', '', '', '', '', '', '', '', '', '', '', '', '', '', '', '', 0.47411764705882353, '', '', '', '', '', '', '', '', '', '', '', '', '', '', '', '', '', '', '', '', '', '', '', '', '', 0.5689411764705883, '', '', '', '', '', '', '', '', '', '', '', '', '', '', '', '', '', '', '', '', '', '', '', '', '', 0.663764705882353, '', '', '', '', '', '', '', '', '', '', '', '', '', '', '', '', '', '', '', '', '', '', '', '', '', 0.7585882352941177, '', '', '', '', '', '', '', '', '', '', '', '', '', '', '', '', '', '', '', '', '', '', '', '', '', 0.8534117647058824, '', '', '', '', '', '', '', '', '', '', '', '', '', '', '', '', '', '', '', '', '', '', '', '', '']);\n", "\n", - " color_map_700f0fe34d5da76d15324b3182bc657e.svg = d3.select(".legend.leaflet-control").append("svg")\n", + " color_map_19b95121fcfb1d6acaad721e717b3eae.svg = d3.select(".legend.leaflet-control").append("svg")\n", " .attr("id", 'legend')\n", " .attr("width", 450)\n", " .attr("height", 40);\n", "\n", - " color_map_700f0fe34d5da76d15324b3182bc657e.g = color_map_700f0fe34d5da76d15324b3182bc657e.svg.append("g")\n", + " color_map_19b95121fcfb1d6acaad721e717b3eae.g = color_map_19b95121fcfb1d6acaad721e717b3eae.svg.append("g")\n", " .attr("class", "key")\n", " .attr("transform", "translate(25,16)");\n", "\n", - " color_map_700f0fe34d5da76d15324b3182bc657e.g.selectAll("rect")\n", - " .data(color_map_700f0fe34d5da76d15324b3182bc657e.color.range().map(function(d, i) {\n", + " color_map_19b95121fcfb1d6acaad721e717b3eae.g.selectAll("rect")\n", + " .data(color_map_19b95121fcfb1d6acaad721e717b3eae.color.range().map(function(d, i) {\n", " return {\n", - " x0: i ? color_map_700f0fe34d5da76d15324b3182bc657e.x(color_map_700f0fe34d5da76d15324b3182bc657e.color.domain()[i - 1]) : color_map_700f0fe34d5da76d15324b3182bc657e.x.range()[0],\n", - " x1: i < color_map_700f0fe34d5da76d15324b3182bc657e.color.domain().length ? color_map_700f0fe34d5da76d15324b3182bc657e.x(color_map_700f0fe34d5da76d15324b3182bc657e.color.domain()[i]) : color_map_700f0fe34d5da76d15324b3182bc657e.x.range()[1],\n", + " x0: i ? color_map_19b95121fcfb1d6acaad721e717b3eae.x(color_map_19b95121fcfb1d6acaad721e717b3eae.color.domain()[i - 1]) : color_map_19b95121fcfb1d6acaad721e717b3eae.x.range()[0],\n", + " x1: i < color_map_19b95121fcfb1d6acaad721e717b3eae.color.domain().length ? color_map_19b95121fcfb1d6acaad721e717b3eae.x(color_map_19b95121fcfb1d6acaad721e717b3eae.color.domain()[i]) : color_map_19b95121fcfb1d6acaad721e717b3eae.x.range()[1],\n", " z: d\n", " };\n", " }))\n", @@ -647,7 +647,7 @@ " .attr("width", function(d) { return d.x1 - d.x0; })\n", " .style("fill", function(d) { return d.z; });\n", "\n", - " color_map_700f0fe34d5da76d15324b3182bc657e.g.call(color_map_700f0fe34d5da76d15324b3182bc657e.xAxis).append("text")\n", + " color_map_19b95121fcfb1d6acaad721e717b3eae.g.call(color_map_19b95121fcfb1d6acaad721e717b3eae.xAxis).append("text")\n", " .attr("class", "caption")\n", " .attr("y", 21)\n", " .text("prev");\n", @@ -655,7 +655,7 @@ "</html>\" style=\"position:absolute;width:100%;height:100%;left:0;top:0;border:none !important;\" allowfullscreen webkitallowfullscreen mozallowfullscreen>" ], "text/plain": [ - "" + "" ] }, "execution_count": 6, @@ -718,7 +718,7 @@ " <meta name="viewport" content="width=device-width,\n", " initial-scale=1.0, maximum-scale=1.0, user-scalable=no" />\n", " <style>\n", - " #map_0e6d95030ac2a2f0b64fd4c08085f223 {\n", + " #map_3396175d4592decf5cf3eb2b7e8e70db {\n", " position: relative;\n", " width: 100.0%;\n", " height: 100.0%;\n", @@ -762,14 +762,14 @@ "<body>\n", " \n", " \n", - " <div class="folium-map" id="map_0e6d95030ac2a2f0b64fd4c08085f223" ></div>\n", + " <div class="folium-map" id="map_3396175d4592decf5cf3eb2b7e8e70db" ></div>\n", " \n", "</body>\n", "<script>\n", " \n", " \n", - " var map_0e6d95030ac2a2f0b64fd4c08085f223 = L.map(\n", - " "map_0e6d95030ac2a2f0b64fd4c08085f223",\n", + " var map_3396175d4592decf5cf3eb2b7e8e70db = L.map(\n", + " "map_3396175d4592decf5cf3eb2b7e8e70db",\n", " {\n", " center: [13.424895869843876, -15.13013903053501],\n", " crs: L.CRS.EPSG3857,\n", @@ -778,28 +778,28 @@ " preferCanvas: false,\n", " }\n", " );\n", - " L.control.scale().addTo(map_0e6d95030ac2a2f0b64fd4c08085f223);\n", + " L.control.scale().addTo(map_3396175d4592decf5cf3eb2b7e8e70db);\n", "\n", " \n", "\n", " \n", " \n", - " var tile_layer_af4bc295886aa992cddbb6088d70ccdd = L.tileLayer(\n", + " var tile_layer_4da1b82ab9656cfc27cfd81019e6140e = L.tileLayer(\n", " "https://tile.openstreetmap.org/{z}/{x}/{y}.png",\n", " {"attribution": "\\u0026copy; \\u003ca href=\\"https://www.openstreetmap.org/copyright\\"\\u003eOpenStreetMap\\u003c/a\\u003e contributors", "detectRetina": false, "maxNativeZoom": 19, "maxZoom": 19, "minZoom": 0, "noWrap": false, "opacity": 1, "subdomains": "abc", "tms": false}\n", " );\n", " \n", " \n", - " tile_layer_af4bc295886aa992cddbb6088d70ccdd.addTo(map_0e6d95030ac2a2f0b64fd4c08085f223);\n", + " tile_layer_4da1b82ab9656cfc27cfd81019e6140e.addTo(map_3396175d4592decf5cf3eb2b7e8e70db);\n", " \n", " \n", - " map_0e6d95030ac2a2f0b64fd4c08085f223.fitBounds(\n", + " map_3396175d4592decf5cf3eb2b7e8e70db.fitBounds(\n", " [[13.185409602758718, -16.38755103466753], [13.664382136929033, -13.87272702640249]],\n", " {}\n", " );\n", " \n", " \n", - " function geo_json_df26897dd0772eb198f78ce648236b98_styler(feature) {\n", + " function geo_json_869cb83a56b0bbd103af134e71c8ef11_styler(feature) {\n", " switch(feature.id) {\n", " case "0": \n", " return {"color": "#1f9f88", "fillColor": "#1f9f88", "fillOpacity": 0.5, "weight": 2};\n", @@ -891,52 +891,52 @@ " return {"color": "#31688e", "fillColor": "#31688e", "fillOpacity": 0.5, "weight": 2};\n", " }\n", " }\n", - " function geo_json_df26897dd0772eb198f78ce648236b98_highlighter(feature) {\n", + " function geo_json_869cb83a56b0bbd103af134e71c8ef11_highlighter(feature) {\n", " switch(feature.id) {\n", " default:\n", " return {"fillOpacity": 0.75};\n", " }\n", " }\n", - " function geo_json_df26897dd0772eb198f78ce648236b98_pointToLayer(feature, latlng) {\n", + " function geo_json_869cb83a56b0bbd103af134e71c8ef11_pointToLayer(feature, latlng) {\n", " var opts = {"bubblingMouseEvents": true, "color": "#3388ff", "dashArray": null, "dashOffset": null, "fill": true, "fillColor": "#3388ff", "fillOpacity": 0.2, "fillRule": "evenodd", "lineCap": "round", "lineJoin": "round", "opacity": 1.0, "radius": 2, "stroke": true, "weight": 3};\n", " \n", - " let style = geo_json_df26897dd0772eb198f78ce648236b98_styler(feature)\n", + " let style = geo_json_869cb83a56b0bbd103af134e71c8ef11_styler(feature)\n", " Object.assign(opts, style)\n", " \n", " return new L.CircleMarker(latlng, opts)\n", " }\n", "\n", - " function geo_json_df26897dd0772eb198f78ce648236b98_onEachFeature(feature, layer) {\n", + " function geo_json_869cb83a56b0bbd103af134e71c8ef11_onEachFeature(feature, layer) {\n", " layer.on({\n", " mouseout: function(e) {\n", " if(typeof e.target.setStyle === "function"){\n", - " geo_json_df26897dd0772eb198f78ce648236b98.resetStyle(e.target);\n", + " geo_json_869cb83a56b0bbd103af134e71c8ef11.resetStyle(e.target);\n", " }\n", " },\n", " mouseover: function(e) {\n", " if(typeof e.target.setStyle === "function"){\n", - " const highlightStyle = geo_json_df26897dd0772eb198f78ce648236b98_highlighter(e.target.feature)\n", + " const highlightStyle = geo_json_869cb83a56b0bbd103af134e71c8ef11_highlighter(e.target.feature)\n", " e.target.setStyle(highlightStyle);\n", " }\n", " },\n", " });\n", " };\n", - " var geo_json_df26897dd0772eb198f78ce648236b98 = L.geoJson(null, {\n", - " onEachFeature: geo_json_df26897dd0772eb198f78ce648236b98_onEachFeature,\n", + " var geo_json_869cb83a56b0bbd103af134e71c8ef11 = L.geoJson(null, {\n", + " onEachFeature: geo_json_869cb83a56b0bbd103af134e71c8ef11_onEachFeature,\n", " \n", - " style: geo_json_df26897dd0772eb198f78ce648236b98_styler,\n", - " pointToLayer: geo_json_df26897dd0772eb198f78ce648236b98_pointToLayer,\n", + " style: geo_json_869cb83a56b0bbd103af134e71c8ef11_styler,\n", + " pointToLayer: geo_json_869cb83a56b0bbd103af134e71c8ef11_pointToLayer,\n", " });\n", "\n", - " function geo_json_df26897dd0772eb198f78ce648236b98_add (data) {\n", - " geo_json_df26897dd0772eb198f78ce648236b98\n", + " function geo_json_869cb83a56b0bbd103af134e71c8ef11_add (data) {\n", + " geo_json_869cb83a56b0bbd103af134e71c8ef11\n", " .addData(data);\n", " }\n", - " geo_json_df26897dd0772eb198f78ce648236b98_add({"bbox": [-16.38755103466753, 13.185409602758718, -13.87272702640249, 13.664382136929033], "features": [{"bbox": [-16.38755103466753, 13.185409602758718, -16.38755103466753, 13.185409602758718], "geometry": {"coordinates": [-16.38755103466753, 13.185409602758718], "type": "Point"}, "id": "0", "properties": {"__folium_color": "#1f9f88", "positive": 17, "prev": 0.52, "total": 33}, "type": "Feature"}, {"bbox": [-16.305430234499706, 13.204437271999842, -16.305430234499706, 13.204437271999842], "geometry": {"coordinates": [-16.305430234499706, 13.204437271999842], "type": "Point"}, "id": "1", "properties": {"__folium_color": "#32658e", "positive": 19, "prev": 0.3, "total": 63}, "type": "Feature"}, {"bbox": [-16.289140839656273, 13.2037423480732, -16.289140839656273, 13.2037423480732], "geometry": {"coordinates": [-16.289140839656273, 13.2037423480732], "type": "Point"}, "id": "2", "properties": {"__folium_color": "#26828e", "positive": 7, "prev": 0.41, "total": 17}, "type": "Feature"}, {"bbox": [-16.258690817948374, 13.537424833752462, -16.258690817948374, 13.537424833752462], "geometry": {"coordinates": [-16.258690817948374, 13.537424833752462], "type": "Point"}, "id": "3", "properties": {"__folium_color": "#2e6d8e", "positive": 8, "prev": 0.33, "total": 24}, "type": "Feature"}, {"bbox": [-16.232936845491317, 13.206026267030222, -16.232936845491317, 13.206026267030222], "geometry": {"coordinates": [-16.232936845491317, 13.206026267030222], "type": "Point"}, "id": "4", "properties": {"__folium_color": "#297a8e", "positive": 10, "prev": 0.38, "total": 26}, "type": "Feature"}, {"bbox": [-16.230413470612547, 13.230936455110243, -16.230413470612547, 13.230936455110243], "geometry": {"coordinates": [-16.230413470612547, 13.230936455110243], "type": "Point"}, "id": "5", "properties": {"__folium_color": "#287d8e", "positive": 7, "prev": 0.39, "total": 18}, "type": "Feature"}, {"bbox": [-16.214312387056786, 13.2090173879772, -16.214312387056786, 13.2090173879772], "geometry": {"coordinates": [-16.214312387056786, 13.2090173879772], "type": "Point"}, "id": "6", "properties": {"__folium_color": "#3aba76", "positive": 24, "prev": 0.63, "total": 38}, "type": "Feature"}, {"bbox": [-16.196039752086218, 13.206680516633568, -16.196039752086218, 13.206680516633568], "geometry": {"coordinates": [-16.196039752086218, 13.206680516633568], "type": "Point"}, "id": "7", "properties": {"__folium_color": "#472e7c", "positive": 7, "prev": 0.12, "total": 56}, "type": "Feature"}, {"bbox": [-16.195685574387834, 13.561872253697977, -16.195685574387834, 13.561872253697977], "geometry": {"coordinates": [-16.195685574387834, 13.561872253697977], "type": "Point"}, "id": "8", "properties": {"__folium_color": "#472a7a", "positive": 6, "prev": 0.11, "total": 57}, "type": "Feature"}, {"bbox": [-16.160881527382056, 13.578336767380913, -16.160881527382056, 13.578336767380913], "geometry": {"coordinates": [-16.160881527382056, 13.578336767380913], "type": "Point"}, "id": "9", "properties": {"__folium_color": "#31688e", "positive": 8, "prev": 0.31, "total": 26}, "type": "Feature"}, {"bbox": [-16.136420958699553, 13.5296475443355, -16.136420958699553, 13.5296475443355], "geometry": {"coordinates": [-16.136420958699553, 13.5296475443355], "type": "Point"}, "id": "10", "properties": {"__folium_color": "#404588", "positive": 6, "prev": 0.19, "total": 31}, "type": "Feature"}, {"bbox": [-16.12385873694554, 13.199566919433131, -16.12385873694554, 13.199566919433131], "geometry": {"coordinates": [-16.12385873694554, 13.199566919433131], "type": "Point"}, "id": "11", "properties": {"__folium_color": "#297a8e", "positive": 12, "prev": 0.38, "total": 32}, "type": "Feature"}, {"bbox": [-16.11743240362023, 13.566158379176006, -16.11743240362023, 13.566158379176006], "geometry": {"coordinates": [-16.11743240362023, 13.566158379176006], "type": "Point"}, "id": "12", "properties": {"__folium_color": "#238a8d", "positive": 14, "prev": 0.44, "total": 32}, "type": "Feature"}, {"bbox": [-16.109714101247185, 13.201219834807864, -16.109714101247185, 13.201219834807864], "geometry": {"coordinates": [-16.109714101247185, 13.201219834807864], "type": "Point"}, "id": "13", "properties": {"__folium_color": "#39568c", "positive": 5, "prev": 0.25, "total": 20}, "type": "Feature"}, {"bbox": [-16.092370769817812, 13.49080516225072, -16.092370769817812, 13.49080516225072], "geometry": {"coordinates": 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{"__folium_color": "#1f948c", "positive": 15, "prev": 0.48, "total": 31}, "type": "Feature"}], "type": "FeatureCollection"});\n", "\n", " \n", " \n", - " geo_json_df26897dd0772eb198f78ce648236b98.bindTooltip(\n", + " geo_json_869cb83a56b0bbd103af134e71c8ef11.bindTooltip(\n", " function(layer){\n", " let div = L.DomUtil.create('div');\n", " \n", @@ -960,45 +960,45 @@ " ,{"className": "foliumtooltip", "sticky": true});\n", " \n", " \n", - " geo_json_df26897dd0772eb198f78ce648236b98.addTo(map_0e6d95030ac2a2f0b64fd4c08085f223);\n", + " geo_json_869cb83a56b0bbd103af134e71c8ef11.addTo(map_3396175d4592decf5cf3eb2b7e8e70db);\n", " \n", " \n", - " var color_map_10eadbf07ed464dadc8fe37a5b87c70f = {};\n", + " var color_map_374bbfe9a23e8a85876c1978543e37ff = {};\n", "\n", " \n", - " color_map_10eadbf07ed464dadc8fe37a5b87c70f.color = d3.scale.threshold()\n", + " color_map_374bbfe9a23e8a85876c1978543e37ff.color = d3.scale.threshold()\n", " .domain([0.0, 0.0018637274549098198, 0.0037274549098196396, 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'#bfdf25ff', '#c0df25ff', '#c1df24ff', '#c2df23ff', '#c4e022ff', '#c5e021ff', '#c7e020ff', '#c8e020ff', '#c9e11fff', '#cbe11eff', '#cce11dff', '#cee11dff', '#cfe11cff', '#d1e11bff', '#d2e21bff', '#d3e21aff', '#d4e21aff', '#d6e219ff', '#d7e219ff', '#d9e319ff', '#dae319ff', '#dbe318ff', '#dde318ff', '#dee318ff', '#dfe318ff', '#e0e418ff', '#e2e418ff', '#e3e418ff', '#e5e418ff', '#e6e419ff', '#e7e419ff', '#e8e519ff', '#eae519ff', '#ebe51aff', '#ece51aff', '#ede51bff', '#efe51bff', '#f0e51cff', '#f1e51dff', '#f3e61dff', '#f4e61eff', '#f5e61eff', '#f6e61fff', '#f7e620ff', '#f8e621ff', '#fae722ff', '#fbe723ff', '#fce724ff', '#fde725ff']);\n", " \n", "\n", - " color_map_10eadbf07ed464dadc8fe37a5b87c70f.x = d3.scale.linear()\n", + " color_map_374bbfe9a23e8a85876c1978543e37ff.x = d3.scale.linear()\n", " .domain([0.0, 0.93])\n", " .range([0, 450 - 50]);\n", "\n", - " color_map_10eadbf07ed464dadc8fe37a5b87c70f.legend = L.control({position: 'topright'});\n", - " color_map_10eadbf07ed464dadc8fe37a5b87c70f.legend.onAdd = function (map) {var div = L.DomUtil.create('div', 'legend'); return div};\n", - " color_map_10eadbf07ed464dadc8fe37a5b87c70f.legend.addTo(map_0e6d95030ac2a2f0b64fd4c08085f223);\n", + " color_map_374bbfe9a23e8a85876c1978543e37ff.legend = L.control({position: 'topright'});\n", + " color_map_374bbfe9a23e8a85876c1978543e37ff.legend.onAdd = function (map) {var div = L.DomUtil.create('div', 'legend'); return div};\n", + " color_map_374bbfe9a23e8a85876c1978543e37ff.legend.addTo(map_3396175d4592decf5cf3eb2b7e8e70db);\n", "\n", - " color_map_10eadbf07ed464dadc8fe37a5b87c70f.xAxis = d3.svg.axis()\n", - " .scale(color_map_10eadbf07ed464dadc8fe37a5b87c70f.x)\n", + " color_map_374bbfe9a23e8a85876c1978543e37ff.xAxis = d3.svg.axis()\n", + " .scale(color_map_374bbfe9a23e8a85876c1978543e37ff.x)\n", " .orient("top")\n", " .tickSize(1)\n", " .tickValues([0.0, '', '', '', '', '', '', '', '', '', '', '', '', '', '', '', '', '', '', '', '', '', '', 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'', '', '', '', '', '', '', '', '', '', '', '', '', '', '', '', '', '', '', '', '', '', '', '']);\n", "\n", - " color_map_10eadbf07ed464dadc8fe37a5b87c70f.svg = d3.select(".legend.leaflet-control").append("svg")\n", + " color_map_374bbfe9a23e8a85876c1978543e37ff.svg = d3.select(".legend.leaflet-control").append("svg")\n", " .attr("id", 'legend')\n", " .attr("width", 450)\n", " .attr("height", 40);\n", "\n", - " color_map_10eadbf07ed464dadc8fe37a5b87c70f.g = color_map_10eadbf07ed464dadc8fe37a5b87c70f.svg.append("g")\n", + " color_map_374bbfe9a23e8a85876c1978543e37ff.g = color_map_374bbfe9a23e8a85876c1978543e37ff.svg.append("g")\n", " .attr("class", "key")\n", " .attr("transform", "translate(25,16)");\n", "\n", - " color_map_10eadbf07ed464dadc8fe37a5b87c70f.g.selectAll("rect")\n", - " .data(color_map_10eadbf07ed464dadc8fe37a5b87c70f.color.range().map(function(d, i) {\n", + " color_map_374bbfe9a23e8a85876c1978543e37ff.g.selectAll("rect")\n", + " .data(color_map_374bbfe9a23e8a85876c1978543e37ff.color.range().map(function(d, i) {\n", " return {\n", - " x0: i ? color_map_10eadbf07ed464dadc8fe37a5b87c70f.x(color_map_10eadbf07ed464dadc8fe37a5b87c70f.color.domain()[i - 1]) : color_map_10eadbf07ed464dadc8fe37a5b87c70f.x.range()[0],\n", - " x1: i < color_map_10eadbf07ed464dadc8fe37a5b87c70f.color.domain().length ? color_map_10eadbf07ed464dadc8fe37a5b87c70f.x(color_map_10eadbf07ed464dadc8fe37a5b87c70f.color.domain()[i]) : color_map_10eadbf07ed464dadc8fe37a5b87c70f.x.range()[1],\n", + " x0: i ? color_map_374bbfe9a23e8a85876c1978543e37ff.x(color_map_374bbfe9a23e8a85876c1978543e37ff.color.domain()[i - 1]) : color_map_374bbfe9a23e8a85876c1978543e37ff.x.range()[0],\n", + " x1: i < color_map_374bbfe9a23e8a85876c1978543e37ff.color.domain().length ? color_map_374bbfe9a23e8a85876c1978543e37ff.x(color_map_374bbfe9a23e8a85876c1978543e37ff.color.domain()[i]) : color_map_374bbfe9a23e8a85876c1978543e37ff.x.range()[1],\n", " z: d\n", " };\n", " }))\n", @@ -1008,25 +1008,25 @@ " .attr("width", function(d) { return d.x1 - d.x0; })\n", " .style("fill", function(d) { return d.z; });\n", "\n", - " color_map_10eadbf07ed464dadc8fe37a5b87c70f.g.call(color_map_10eadbf07ed464dadc8fe37a5b87c70f.xAxis).append("text")\n", + " color_map_374bbfe9a23e8a85876c1978543e37ff.g.call(color_map_374bbfe9a23e8a85876c1978543e37ff.xAxis).append("text")\n", " .attr("class", "caption")\n", " .attr("y", 21)\n", " .text("prev");\n", " \n", - " var image_overlay_ec50af5ea5c0cba5dd4a7a2019eebaf2 = L.imageOverlay(\n", + " var image_overlay_8cb513fd9691be7faaf3018e4ada0005 = L.imageOverlay(\n", " 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"Deterministic\n", "\n", - "\n", - "\n", - "elevation->p_logit\n", - "\n", - "\n", + "\n", + "\n", + "p_logit->p\n", + "\n", + "\n", "\n", "\n", "\n", "beta_0\n", - "\n", - "beta_0\n", - "~\n", - "Normal\n", + "\n", + "beta_0\n", + "~\n", + "Normal\n", "\n", "\n", - "\n", + "\n", "beta_0->p_logit\n", - "\n", - "\n", + "\n", + "\n", "\n", "\n", "\n", "beta_1\n", - "\n", - "beta_1\n", - "~\n", - "Normal\n", + "\n", + "beta_1\n", + "~\n", + "Normal\n", "\n", "\n", "\n", "beta_1->p_logit\n", - "\n", - "\n", + "\n", + "\n", "\n", "\n", "\n", "ls\n", - "\n", - "ls\n", - "~\n", - "Gamma\n", + "\n", + "ls\n", + "~\n", + "Gamma\n", "\n", "\n", "\n", "ls->s\n", - "\n", - "\n", + "\n", + "\n", "\n", "\n", "\n", "s_hsgp_coeffs\n", - "\n", - "s_hsgp_coeffs\n", - "~\n", - "Normal\n", + "\n", + "s_hsgp_coeffs\n", + "~\n", + "Normal\n", "\n", "\n", - "\n", + "\n", "s_hsgp_coeffs->s\n", - "\n", - "\n", + "\n", + "\n", "\n", "\n", "\n" ], "text/plain": [ - "" + "" ] }, "execution_count": 16, @@ -1547,7 +1547,7 @@ { "data": { "application/vnd.jupyter.widget-view+json": { - "model_id": "e2e9ac66742045048037a6b47f649f8c", + "model_id": "de213fc6ecb44f29b20a54c13ad9e6f6", "version_major": 2, "version_minor": 0 }, @@ -1561,7 +1561,7 @@ { "data": { "application/vnd.jupyter.widget-view+json": { - "model_id": "7ac43a09fccd48d3ae3a6e1059cef9c4", + "model_id": "a7b814ff66fa420293af3ab4b22b654a", "version_major": 2, "version_minor": 0 }, @@ -1575,7 +1575,7 @@ { "data": { "application/vnd.jupyter.widget-view+json": { - "model_id": "48525aee17d841b396463c02a54dc290", + "model_id": "acd7bb3e4e3744ba8d346ad1faeee492", "version_major": 2, "version_minor": 0 }, @@ -1589,7 +1589,7 @@ { "data": { "application/vnd.jupyter.widget-view+json": { - "model_id": "bd657d9f04f846baa71aa7bc8263a9d3", + "model_id": "05031cc3d9d340d5a942e28321d39924", "version_major": 2, "version_minor": 0 }, @@ -1604,17 +1604,17 @@ "name": "stderr", "output_type": "stream", "text": [ - "2024-11-17 04:44:00.735406: E external/xla/xla/service/slow_operation_alarm.cc:65] Constant folding an instruction is taking > 1s:\n", + "2024-11-19 18:24:12.156137: E external/xla/xla/service/slow_operation_alarm.cc:65] Constant folding an instruction is taking > 1s:\n", "\n", - " %reduce = f64[4,1000,1600,1]{3,2,1,0} reduce(f64[4,1000,1,1600,1]{4,3,2,1,0} %broadcast.9, f64[] %constant.15), dimensions={2}, to_apply=%region_1.42, metadata={op_name=\"jit(process_fn)/jit(main)/reduce_prod[axes=(2,)]\" source_file=\"/var/folders/qv/63yqp4p50630y7pqfgcbgtq80000gn/T/tmpfspt_hzq\" source_line=25}\n", + " %reduce = f64[4,1000,1600,1]{3,2,1,0} reduce(f64[4,1000,1,1600,1]{4,3,2,1,0} %broadcast.9, f64[] %constant.15), dimensions={2}, to_apply=%region_1.42, metadata={op_name=\"jit(process_fn)/jit(main)/reduce_prod[axes=(2,)]\" source_file=\"/var/folders/qv/63yqp4p50630y7pqfgcbgtq80000gn/T/tmpf1zosxas\" source_line=25}\n", "\n", "This isn't necessarily a bug; constant-folding is inherently a trade-off between compilation time and speed at runtime. XLA has some guards that attempt to keep constant folding from taking too long, but fundamentally you'll always be able to come up with an input program that takes a long time.\n", "\n", "If you'd like to file a bug, run with envvar XLA_FLAGS=--xla_dump_to=/tmp/foo and attach the results.\n", - "2024-11-17 04:44:24.112868: E external/xla/xla/service/slow_operation_alarm.cc:133] The operation took 24.382487s\n", + "2024-11-19 18:24:33.243058: E external/xla/xla/service/slow_operation_alarm.cc:133] The operation took 22.092144s\n", "Constant folding an instruction is taking > 1s:\n", "\n", - " %reduce = f64[4,1000,1600,1]{3,2,1,0} reduce(f64[4,1000,1,1600,1]{4,3,2,1,0} %broadcast.9, f64[] %constant.15), dimensions={2}, to_apply=%region_1.42, metadata={op_name=\"jit(process_fn)/jit(main)/reduce_prod[axes=(2,)]\" source_file=\"/var/folders/qv/63yqp4p50630y7pqfgcbgtq80000gn/T/tmpfspt_hzq\" source_line=25}\n", + " %reduce = f64[4,1000,1600,1]{3,2,1,0} reduce(f64[4,1000,1,1600,1]{4,3,2,1,0} %broadcast.9, f64[] %constant.15), dimensions={2}, to_apply=%region_1.42, metadata={op_name=\"jit(process_fn)/jit(main)/reduce_prod[axes=(2,)]\" source_file=\"/var/folders/qv/63yqp4p50630y7pqfgcbgtq80000gn/T/tmpf1zosxas\" source_line=25}\n", "\n", "This isn't necessarily a bug; constant-folding is inherently a trade-off between compilation time and speed at runtime. XLA has some guards that attempt to keep constant folding from taking too long, but fundamentally you'll always be able to come up with an input program that takes a long time.\n", "\n", @@ -1723,7 +1723,7 @@ { "data": { "application/vnd.jupyter.widget-view+json": { - "model_id": "5411b8fa1ae44f33aa2916e8ff051ec9", + "model_id": "ab0ba36e38464763b2e766da87c4f5ae", "version_major": 2, "version_minor": 0 }, @@ -1831,7 +1831,7 @@ "outputs": [ { "data": { - "image/png": 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", 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", 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