diff --git a/binder/Pipfile b/binder/Pipfile
index c903234135..6bc499d6b1 100644
--- a/binder/Pipfile
+++ b/binder/Pipfile
@@ -26,7 +26,7 @@ pydeck = "==0.8.0"
 ipywidgets = "*"
 jupyterlab-widgets = "==1.1.7"
 ipykernel = "*"
-jupyterlab = "==3.6.7"
+jupyterlab = "==3.6.8"
 pyspark-extension = "==2.11.0.3.4"
 
 [requires]
diff --git a/binder/Pipfile.lock b/binder/Pipfile.lock
index f6ac961dfc..b256af8be2 100644
--- a/binder/Pipfile.lock
+++ b/binder/Pipfile.lock
@@ -1,7 +1,7 @@
 {
     "_meta": {
         "hash": {
-            "sha256": "ebcf6c94cb8032b33400fa9b674b6860f2dc2184a425c96183fd17dc5a2d807b"
+            "sha256": "0231b3d4658cdda67b4fce7e882c17ee7fa88bc9c6596822a71b247cca4c979f"
         },
         "pipfile-spec": 6,
         "requires": {
@@ -42,11 +42,11 @@
         },
         "anyio": {
             "hashes": [
-                "sha256:048e05d0f6caeed70d731f3db756d35dcc1f35747c8c403364a8332c630441b8",
-                "sha256:f75253795a87df48568485fd18cdd2a3fa5c4f7c5be8e5e36637733fce06fed6"
+                "sha256:5aadc6a1bbb7cdb0bede386cac5e2940f5e2ff3aa20277e991cf028e0585ce94",
+                "sha256:c1b2d8f46a8a812513012e1107cb0e68c17159a7a594208005a57dc776e1bdc7"
             ],
             "markers": "python_version >= '3.8'",
-            "version": "==4.3.0"
+            "version": "==4.4.0"
         },
         "apache-sedona": {
             "hashes": [
@@ -144,20 +144,20 @@
         },
         "attrs": {
             "hashes": [
-                "sha256:935dc3b529c262f6cf76e50877d35a4bd3c1de194fd41f47a2b7ae8f19971f30",
-                "sha256:99b87a485a5820b23b879f04c2305b44b951b502fd64be915879d77a7e8fc6f1"
+                "sha256:5cfb1b9148b5b086569baec03f20d7b6bf3bcacc9a42bebf87ffaaca362f6346",
+                "sha256:81921eb96de3191c8258c199618104dd27ac608d9366f5e35d011eae1867ede2"
             ],
             "index": "pypi",
             "markers": "python_version >= '3.7'",
-            "version": "==23.2.0"
+            "version": "==24.2.0"
         },
         "babel": {
             "hashes": [
-                "sha256:08706bdad8d0a3413266ab61bd6c34d0c28d6e1e7badf40a2cebe67644e2e1fb",
-                "sha256:8daf0e265d05768bc6c7a314cf1321e9a123afc328cc635c18622a2f30a04413"
+                "sha256:368b5b98b37c06b7daf6696391c3240c938b37767d4584413e8438c5c435fa8b",
+                "sha256:d1f3554ca26605fe173f3de0c65f750f5a42f924499bf134de6423582298e316"
             ],
             "markers": "python_version >= '3.8'",
-            "version": "==2.15.0"
+            "version": "==2.16.0"
         },
         "beautifulsoup4": {
             "hashes": [
@@ -177,69 +177,84 @@
         },
         "certifi": {
             "hashes": [
-                "sha256:0569859f95fc761b18b45ef421b1290a0f65f147e92a1e5eb3e635f9a5e4e66f",
-                "sha256:dc383c07b76109f368f6106eee2b593b04a011ea4d55f652c6ca24a754d1cdd1"
+                "sha256:5a1e7645bc0ec61a09e26c36f6106dd4cf40c6db3a1fb6352b0244e7fb057c7b",
+                "sha256:c198e21b1289c2ab85ee4e67bb4b4ef3ead0892059901a8d5b622f24a1101e90"
             ],
             "markers": "python_version >= '3.6'",
-            "version": "==2024.2.2"
+            "version": "==2024.7.4"
         },
         "cffi": {
             "hashes": [
-                "sha256:0c9ef6ff37e974b73c25eecc13952c55bceed9112be2d9d938ded8e856138bcc",
-                "sha256:131fd094d1065b19540c3d72594260f118b231090295d8c34e19a7bbcf2e860a",
-                "sha256:1b8ebc27c014c59692bb2664c7d13ce7a6e9a629be20e54e7271fa696ff2b417",
-                "sha256:2c56b361916f390cd758a57f2e16233eb4f64bcbeee88a4881ea90fca14dc6ab",
-                "sha256:2d92b25dbf6cae33f65005baf472d2c245c050b1ce709cc4588cdcdd5495b520",
-                "sha256:31d13b0f99e0836b7ff893d37af07366ebc90b678b6664c955b54561fc36ef36",
-                "sha256:32c68ef735dbe5857c810328cb2481e24722a59a2003018885514d4c09af9743",
-                "sha256:3686dffb02459559c74dd3d81748269ffb0eb027c39a6fc99502de37d501faa8",
-                "sha256:582215a0e9adbe0e379761260553ba11c58943e4bbe9c36430c4ca6ac74b15ed",
-                "sha256:5b50bf3f55561dac5438f8e70bfcdfd74543fd60df5fa5f62d94e5867deca684",
-                "sha256:5bf44d66cdf9e893637896c7faa22298baebcd18d1ddb6d2626a6e39793a1d56",
-                "sha256:6602bc8dc6f3a9e02b6c22c4fc1e47aa50f8f8e6d3f78a5e16ac33ef5fefa324",
-                "sha256:673739cb539f8cdaa07d92d02efa93c9ccf87e345b9a0b556e3ecc666718468d",
-                "sha256:68678abf380b42ce21a5f2abde8efee05c114c2fdb2e9eef2efdb0257fba1235",
-                "sha256:68e7c44931cc171c54ccb702482e9fc723192e88d25a0e133edd7aff8fcd1f6e",
-                "sha256:6b3d6606d369fc1da4fd8c357d026317fbb9c9b75d36dc16e90e84c26854b088",
-                "sha256:748dcd1e3d3d7cd5443ef03ce8685043294ad6bd7c02a38d1bd367cfd968e000",
-                "sha256:7651c50c8c5ef7bdb41108b7b8c5a83013bfaa8a935590c5d74627c047a583c7",
-                "sha256:7b78010e7b97fef4bee1e896df8a4bbb6712b7f05b7ef630f9d1da00f6444d2e",
-                "sha256:7e61e3e4fa664a8588aa25c883eab612a188c725755afff6289454d6362b9673",
-                "sha256:80876338e19c951fdfed6198e70bc88f1c9758b94578d5a7c4c91a87af3cf31c",
-                "sha256:8895613bcc094d4a1b2dbe179d88d7fb4a15cee43c052e8885783fac397d91fe",
-                "sha256:88e2b3c14bdb32e440be531ade29d3c50a1a59cd4e51b1dd8b0865c54ea5d2e2",
-                "sha256:8f8e709127c6c77446a8c0a8c8bf3c8ee706a06cd44b1e827c3e6a2ee6b8c098",
-                "sha256:9cb4a35b3642fc5c005a6755a5d17c6c8b6bcb6981baf81cea8bfbc8903e8ba8",
-                "sha256:9f90389693731ff1f659e55c7d1640e2ec43ff725cc61b04b2f9c6d8d017df6a",
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-                "sha256:a6a14b17d7e17fa0d207ac08642c8820f84f25ce17a442fd15e27ea18d67c59b",
-                "sha256:a72e8961a86d19bdb45851d8f1f08b041ea37d2bd8d4fd19903bc3083d80c896",
-                "sha256:abd808f9c129ba2beda4cfc53bde801e5bcf9d6e0f22f095e45327c038bfe68e",
-                "sha256:ac0f5edd2360eea2f1daa9e26a41db02dd4b0451b48f7c318e217ee092a213e9",
-                "sha256:b29ebffcf550f9da55bec9e02ad430c992a87e5f512cd63388abb76f1036d8d2",
-                "sha256:b2ca4e77f9f47c55c194982e10f058db063937845bb2b7a86c84a6cfe0aefa8b",
-                "sha256:b7be2d771cdba2942e13215c4e340bfd76398e9227ad10402a8767ab1865d2e6",
-                "sha256:b84834d0cf97e7d27dd5b7f3aca7b6e9263c56308ab9dc8aae9784abb774d404",
-                "sha256:b86851a328eedc692acf81fb05444bdf1891747c25af7529e39ddafaf68a4f3f",
-                "sha256:bcb3ef43e58665bbda2fb198698fcae6776483e0c4a631aa5647806c25e02cc0",
-                "sha256:c0f31130ebc2d37cdd8e44605fb5fa7ad59049298b3f745c74fa74c62fbfcfc4",
-                "sha256:c6a164aa47843fb1b01e941d385aab7215563bb8816d80ff3a363a9f8448a8dc",
-                "sha256:d8a9d3ebe49f084ad71f9269834ceccbf398253c9fac910c4fd7053ff1386936",
-                "sha256:db8e577c19c0fda0beb7e0d4e09e0ba74b1e4c092e0e40bfa12fe05b6f6d75ba",
-                "sha256:dc9b18bf40cc75f66f40a7379f6a9513244fe33c0e8aa72e2d56b0196a7ef872",
-                "sha256:e09f3ff613345df5e8c3667da1d918f9149bd623cd9070c983c013792a9a62eb",
-                "sha256:e4108df7fe9b707191e55f33efbcb2d81928e10cea45527879a4749cbe472614",
-                "sha256:e6024675e67af929088fda399b2094574609396b1decb609c55fa58b028a32a1",
-                "sha256:e70f54f1796669ef691ca07d046cd81a29cb4deb1e5f942003f401c0c4a2695d",
-                "sha256:e715596e683d2ce000574bae5d07bd522c781a822866c20495e52520564f0969",
-                "sha256:e760191dd42581e023a68b758769e2da259b5d52e3103c6060ddc02c9edb8d7b",
-                "sha256:ed86a35631f7bfbb28e108dd96773b9d5a6ce4811cf6ea468bb6a359b256b1e4",
-                "sha256:ee07e47c12890ef248766a6e55bd38ebfb2bb8edd4142d56db91b21ea68b7627",
-                "sha256:fa3a0128b152627161ce47201262d3140edb5a5c3da88d73a1b790a959126956",
-                "sha256:fcc8eb6d5902bb1cf6dc4f187ee3ea80a1eba0a89aba40a5cb20a5087d961357"
-            ],
-            "markers": "python_version >= '3.8'",
-            "version": "==1.16.0"
+                "sha256:011aff3524d578a9412c8b3cfaa50f2c0bd78e03eb7af7aa5e0df59b158efb2f",
+                "sha256:0a048d4f6630113e54bb4b77e315e1ba32a5a31512c31a273807d0027a7e69ab",
+                "sha256:0bb15e7acf8ab35ca8b24b90af52c8b391690ef5c4aec3d31f38f0d37d2cc499",
+                "sha256:0d46ee4764b88b91f16661a8befc6bfb24806d885e27436fdc292ed7e6f6d058",
+                "sha256:0e60821d312f99d3e1569202518dddf10ae547e799d75aef3bca3a2d9e8ee693",
+                "sha256:0fdacad9e0d9fc23e519efd5ea24a70348305e8d7d85ecbb1a5fa66dc834e7fb",
+                "sha256:14b9cbc8f7ac98a739558eb86fabc283d4d564dafed50216e7f7ee62d0d25377",
+                "sha256:17c6d6d3260c7f2d94f657e6872591fe8733872a86ed1345bda872cfc8c74885",
+                "sha256:1a2ddbac59dc3716bc79f27906c010406155031a1c801410f1bafff17ea304d2",
+                "sha256:2404f3de742f47cb62d023f0ba7c5a916c9c653d5b368cc966382ae4e57da401",
+                "sha256:24658baf6224d8f280e827f0a50c46ad819ec8ba380a42448e24459daf809cf4",
+                "sha256:24aa705a5f5bd3a8bcfa4d123f03413de5d86e497435693b638cbffb7d5d8a1b",
+                "sha256:2770bb0d5e3cc0e31e7318db06efcbcdb7b31bcb1a70086d3177692a02256f59",
+                "sha256:331ad15c39c9fe9186ceaf87203a9ecf5ae0ba2538c9e898e3a6967e8ad3db6f",
+                "sha256:3aa9d43b02a0c681f0bfbc12d476d47b2b2b6a3f9287f11ee42989a268a1833c",
+                "sha256:41f4915e09218744d8bae14759f983e466ab69b178de38066f7579892ff2a555",
+                "sha256:4304d4416ff032ed50ad6bb87416d802e67139e31c0bde4628f36a47a3164bfa",
+                "sha256:435a22d00ec7d7ea533db494da8581b05977f9c37338c80bc86314bec2619424",
+                "sha256:45f7cd36186db767d803b1473b3c659d57a23b5fa491ad83c6d40f2af58e4dbb",
+                "sha256:48b389b1fd5144603d61d752afd7167dfd205973a43151ae5045b35793232aa2",
+                "sha256:4e67d26532bfd8b7f7c05d5a766d6f437b362c1bf203a3a5ce3593a645e870b8",
+                "sha256:516a405f174fd3b88829eabfe4bb296ac602d6a0f68e0d64d5ac9456194a5b7e",
+                "sha256:5ba5c243f4004c750836f81606a9fcb7841f8874ad8f3bf204ff5e56332b72b9",
+                "sha256:5bdc0f1f610d067c70aa3737ed06e2726fd9d6f7bfee4a351f4c40b6831f4e82",
+                "sha256:6107e445faf057c118d5050560695e46d272e5301feffda3c41849641222a828",
+                "sha256:6327b572f5770293fc062a7ec04160e89741e8552bf1c358d1a23eba68166759",
+                "sha256:669b29a9eca6146465cc574659058ed949748f0809a2582d1f1a324eb91054dc",
+                "sha256:6ce01337d23884b21c03869d2f68c5523d43174d4fc405490eb0091057943118",
+                "sha256:6d872186c1617d143969defeadac5a904e6e374183e07977eedef9c07c8953bf",
+                "sha256:6f76a90c345796c01d85e6332e81cab6d70de83b829cf1d9762d0a3da59c7932",
+                "sha256:70d2aa9fb00cf52034feac4b913181a6e10356019b18ef89bc7c12a283bf5f5a",
+                "sha256:7cbc78dc018596315d4e7841c8c3a7ae31cc4d638c9b627f87d52e8abaaf2d29",
+                "sha256:856bf0924d24e7f93b8aee12a3a1095c34085600aa805693fb7f5d1962393206",
+                "sha256:8a98748ed1a1df4ee1d6f927e151ed6c1a09d5ec21684de879c7ea6aa96f58f2",
+                "sha256:93a7350f6706b31f457c1457d3a3259ff9071a66f312ae64dc024f049055f72c",
+                "sha256:964823b2fc77b55355999ade496c54dde161c621cb1f6eac61dc30ed1b63cd4c",
+                "sha256:a003ac9edc22d99ae1286b0875c460351f4e101f8c9d9d2576e78d7e048f64e0",
+                "sha256:a0ce71725cacc9ebf839630772b07eeec220cbb5f03be1399e0457a1464f8e1a",
+                "sha256:a47eef975d2b8b721775a0fa286f50eab535b9d56c70a6e62842134cf7841195",
+                "sha256:a8b5b9712783415695663bd463990e2f00c6750562e6ad1d28e072a611c5f2a6",
+                "sha256:a9015f5b8af1bb6837a3fcb0cdf3b874fe3385ff6274e8b7925d81ccaec3c5c9",
+                "sha256:aec510255ce690d240f7cb23d7114f6b351c733a74c279a84def763660a2c3bc",
+                "sha256:b00e7bcd71caa0282cbe3c90966f738e2db91e64092a877c3ff7f19a1628fdcb",
+                "sha256:b50aaac7d05c2c26dfd50c3321199f019ba76bb650e346a6ef3616306eed67b0",
+                "sha256:b7b6ea9e36d32582cda3465f54c4b454f62f23cb083ebc7a94e2ca6ef011c3a7",
+                "sha256:bb9333f58fc3a2296fb1d54576138d4cf5d496a2cc118422bd77835e6ae0b9cb",
+                "sha256:c1c13185b90bbd3f8b5963cd8ce7ad4ff441924c31e23c975cb150e27c2bf67a",
+                "sha256:c3b8bd3133cd50f6b637bb4322822c94c5ce4bf0d724ed5ae70afce62187c492",
+                "sha256:c5d97162c196ce54af6700949ddf9409e9833ef1003b4741c2b39ef46f1d9720",
+                "sha256:c815270206f983309915a6844fe994b2fa47e5d05c4c4cef267c3b30e34dbe42",
+                "sha256:cab2eba3830bf4f6d91e2d6718e0e1c14a2f5ad1af68a89d24ace0c6b17cced7",
+                "sha256:d1df34588123fcc88c872f5acb6f74ae59e9d182a2707097f9e28275ec26a12d",
+                "sha256:d6bdcd415ba87846fd317bee0774e412e8792832e7805938987e4ede1d13046d",
+                "sha256:db9a30ec064129d605d0f1aedc93e00894b9334ec74ba9c6bdd08147434b33eb",
+                "sha256:dbc183e7bef690c9abe5ea67b7b60fdbca81aa8da43468287dae7b5c046107d4",
+                "sha256:dca802c8db0720ce1c49cce1149ff7b06e91ba15fa84b1d59144fef1a1bc7ac2",
+                "sha256:dec6b307ce928e8e112a6bb9921a1cb00a0e14979bf28b98e084a4b8a742bd9b",
+                "sha256:df8bb0010fdd0a743b7542589223a2816bdde4d94bb5ad67884348fa2c1c67e8",
+                "sha256:e4094c7b464cf0a858e75cd14b03509e84789abf7b79f8537e6a72152109c76e",
+                "sha256:e4760a68cab57bfaa628938e9c2971137e05ce48e762a9cb53b76c9b569f1204",
+                "sha256:eb09b82377233b902d4c3fbeeb7ad731cdab579c6c6fda1f763cd779139e47c3",
+                "sha256:eb862356ee9391dc5a0b3cbc00f416b48c1b9a52d252d898e5b7696a5f9fe150",
+                "sha256:ef9528915df81b8f4c7612b19b8628214c65c9b7f74db2e34a646a0a2a0da2d4",
+                "sha256:f3157624b7558b914cb039fd1af735e5e8049a87c817cc215109ad1c8779df76",
+                "sha256:f3e0992f23bbb0be00a921eae5363329253c3b86287db27092461c887b791e5e",
+                "sha256:f9338cc05451f1942d0d8203ec2c346c830f8e86469903d5126c1f0a13a2bcbb",
+                "sha256:ffef8fd58a36fb5f1196919638f73dd3ae0db1a878982b27a9a5a176ede4ba91"
+            ],
+            "markers": "python_version >= '3.8'",
+            "version": "==1.17.0"
         },
         "charset-normalizer": {
             "hashes": [
@@ -428,31 +443,31 @@
         },
         "debugpy": {
             "hashes": [
-                "sha256:016a9fcfc2c6b57f939673c874310d8581d51a0fe0858e7fac4e240c5eb743cb",
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-                "sha256:caad2846e21188797a1f17fc09c31b84c7c3c23baf2516fed5b40b378515bbf0",
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@@ -489,11 +504,11 @@
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@@ -505,10 +520,10 @@
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@@ -605,19 +620,19 @@
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@@ -629,12 +644,12 @@
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@@ -692,21 +707,21 @@
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@@ -742,11 +757,11 @@
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@@ -782,12 +797,12 @@
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@@ -799,11 +814,11 @@
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@@ -1049,11 +1064,11 @@
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@@ -1155,11 +1170,11 @@
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@@ -1311,33 +1326,34 @@
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@@ -1348,10 +1364,10 @@
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@@ -1465,154 +1481,177 @@
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@@ -1866,11 +1909,11 @@
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@@ -1917,7 +1960,6 @@
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             "markers": "python_version >= '3.8'",
-            "version": "==2.9.0.20240316"
+            "version": "==2.9.0.20240821"
         },
         "typing-extensions": {
             "hashes": [
-                "sha256:83f085bd5ca59c80295fc2a82ab5dac679cbe02b9f33f7d83af68e241bea51b0",
-                "sha256:c1f94d72897edaf4ce775bb7558d5b79d8126906a14ea5ed1635921406c0387a"
+                "sha256:04e5ca0351e0f3f85c6853954072df659d0d13fac324d0072316b67d7794700d",
+                "sha256:1a7ead55c7e559dd4dee8856e3a88b41225abfe1ce8df57b7c13915fe121ffb8"
             ],
             "markers": "python_version < '3.10'",
-            "version": "==4.11.0"
+            "version": "==4.12.2"
         },
         "uri-template": {
             "hashes": [
@@ -1964,7 +2006,6 @@
                 "sha256:a448b2f64d686155468037e1ace9f2d2199776e17f0a46610480d311f73e3472",
                 "sha256:dd505485549a7a552833da5e6063639d0d177c04f23bc3864e41e5dc5f612168"
             ],
-            "index": "pypi",
             "markers": "python_version >= '3.8'",
             "version": "==2.2.2"
         },
@@ -1977,10 +2018,10 @@
         },
         "webcolors": {
             "hashes": [
-                "sha256:29bc7e8752c0a1bd4a1f03c14d6e6a72e93d82193738fa860cbff59d0fcc11bf",
-                "sha256:c225b674c83fa923be93d235330ce0300373d02885cef23238813b0d5668304a"
+                "sha256:08b07af286a01bcd30d583a7acadf629583d1f79bfef27dd2c2c5c263817277d",
+                "sha256:fc4c3b59358ada164552084a8ebee637c221e4059267d0f8325b3b560f6c7f0a"
             ],
-            "version": "==1.13"
+            "version": "==24.8.0"
         },
         "webencodings": {
             "hashes": [
@@ -2093,11 +2134,11 @@
         },
         "zipp": {
             "hashes": [
-                "sha256:6278d9ddbcfb1f1089a88fde84481528b07b0e10474e09dcfe53dad4069fa059",
-                "sha256:dce197b859eb796242b0622af1b8beb0a722d52aa2f57133ead08edd5bf5374e"
+                "sha256:9960cd8967c8f85a56f920d5d507274e74f9ff813a0ab8889a5b5be2daf44064",
+                "sha256:c22b14cc4763c5a5b04134207736c107db42e9d3ef2d9779d465f5f1bcba572b"
             ],
             "markers": "python_version < '3.10'",
-            "version": "==3.18.2"
+            "version": "==3.20.1"
         }
     },
     "develop": {