diff --git a/flowmachine/Pipfile b/flowmachine/Pipfile
index 51b6969019..32b73a65c3 100644
--- a/flowmachine/Pipfile
+++ b/flowmachine/Pipfile
@@ -33,7 +33,7 @@ pre_commit = "*"
 geojson = "*"
 geopandas = "*"
 descartes = "*"
-black = {extras = ["jupyter"],version = "==24.10.0"}
+black = {extras = ["jupyter"],version = "==26.3.1"}
 pytest = "*"
 pytest-asyncio = "*"
 pytest-cov = "*"
diff --git a/flowmachine/Pipfile.lock b/flowmachine/Pipfile.lock
index 23a7cea44d..34a6cc8ead 100644
--- a/flowmachine/Pipfile.lock
+++ b/flowmachine/Pipfile.lock
@@ -1,7 +1,7 @@
 {
     "_meta": {
         "hash": {
-            "sha256": "5fb4d2ef583eddc179a96f707ce7f607d940ea0021d4345bb8a243babed25e02"
+            "sha256": "a703686b7a97a3b0554f5d912211903516aea869c3ce06f4c1c201dfa8df5e26"
         },
         "pipfile-spec": 6,
         "requires": {
@@ -938,31 +938,36 @@
                 "jupyter"
             ],
             "hashes": [
-                "sha256:14b3502784f09ce2443830e3133dacf2c0110d45191ed470ecb04d0f5f6fcb0f",
-                "sha256:17374989640fbca88b6a448129cd1745c5eb8d9547b464f281b251dd00155ccd",
-                "sha256:1c536fcf674217e87b8cc3657b81809d3c085d7bf3ef262ead700da345bfa6ea",
-                "sha256:1cbacacb19e922a1d75ef2b6ccaefcd6e93a2c05ede32f06a21386a04cedb981",
-                "sha256:1f93102e0c5bb3907451063e08b9876dbeac810e7da5a8bfb7aeb5a9ef89066b",
-                "sha256:2cd9c95431d94adc56600710f8813ee27eea544dd118d45896bb734e9d7a0dc7",
-                "sha256:30d2c30dc5139211dda799758559d1b049f7f14c580c409d6ad925b74a4208a8",
-                "sha256:394d4ddc64782e51153eadcaaca95144ac4c35e27ef9b0a42e121ae7e57a9175",
-                "sha256:3bb2b7a1f7b685f85b11fed1ef10f8a9148bceb49853e47a294a3dd963c1dd7d",
-                "sha256:4007b1393d902b48b36958a216c20c4482f601569d19ed1df294a496eb366392",
-                "sha256:5a2221696a8224e335c28816a9d331a6c2ae15a2ee34ec857dcf3e45dbfa99ad",
-                "sha256:63f626344343083322233f175aaf372d326de8436f5928c042639a4afbbf1d3f",
-                "sha256:649fff99a20bd06c6f727d2a27f401331dc0cc861fb69cde910fe95b01b5928f",
-                "sha256:680359d932801c76d2e9c9068d05c6b107f2584b2a5b88831c83962eb9984c1b",
-                "sha256:846ea64c97afe3bc677b761787993be4991810ecc7a4a937816dd6bddedc4875",
-                "sha256:b5e39e0fae001df40f95bd8cc36b9165c5e2ea88900167bddf258bacef9bbdc3",
-                "sha256:ccfa1d0cb6200857f1923b602f978386a3a2758a65b52e0950299ea014be6800",
-                "sha256:d37d422772111794b26757c5b55a3eade028aa3fde43121ab7b673d050949d65",
-                "sha256:ddacb691cdcdf77b96f549cf9591701d8db36b2f19519373d60d31746068dbf2",
-                "sha256:e6668650ea4b685440857138e5fe40cde4d652633b1bdffc62933d0db4ed9812",
-                "sha256:f9da3333530dbcecc1be13e69c250ed8dfa67f43c4005fb537bb426e19200d50",
-                "sha256:fe4d6476887de70546212c99ac9bd803d90b42fc4767f058a0baa895013fbb3e"
+                "sha256:0126ae5b7c09957da2bdbd91a9ba1207453feada9e9fe51992848658c6c8e01c",
+                "sha256:0f76ff19ec5297dd8e66eb64deda23631e642c9393ab592826fd4bdc97a4bce7",
+                "sha256:28ef38aee69e4b12fda8dba75e21f9b4f979b490c8ac0baa7cb505369ac9e1ff",
+                "sha256:2bd5aa94fc267d38bb21a70d7410a89f1a1d318841855f698746f8e7f51acd1b",
+                "sha256:2c50f5063a9641c7eed7795014ba37b0f5fa227f3d408b968936e24bc0566b07",
+                "sha256:2d6bfaf7fd0993b420bed691f20f9492d53ce9a2bcccea4b797d34e947318a78",
+                "sha256:41cd2012d35b47d589cb8a16faf8a32ef7a336f56356babd9fcf70939ad1897f",
+                "sha256:474c27574d6d7037c1bc875a81d9be0a9a4f9ee95e62800dab3cfaadbf75acd5",
+                "sha256:5602bdb96d52d2d0672f24f6ffe5218795736dd34807fd0fd55ccd6bf206168b",
+                "sha256:5e9d0d86df21f2e1677cc4bd090cd0e446278bcbbe49bf3659c308c3e402843e",
+                "sha256:5ed0ca58586c8d9a487352a96b15272b7fa55d139fc8496b519e78023a8dab0a",
+                "sha256:6c54a4a82e291a1fee5137371ab488866b7c86a3305af4026bdd4dc78642e1ac",
+                "sha256:6e131579c243c98f35bce64a7e08e87fb2d610544754675d4a0e73a070a5aa3a",
+                "sha256:855822d90f884905362f602880ed8b5df1b7e3ee7d0db2502d4388a954cc8c54",
+                "sha256:86a8b5035fce64f5dcd1b794cf8ec4d31fe458cf6ce3986a30deb434df82a1d2",
+                "sha256:8a33d657f3276328ce00e4d37fe70361e1ec7614da5d7b6e78de5426cb56332f",
+                "sha256:92c0ec1f2cc149551a2b7b47efc32c866406b6891b0ee4625e95967c8f4acfb1",
+                "sha256:9a5e9f45e5d5e1c5b5c29b3bd4265dcc90e8b92cf4534520896ed77f791f4da5",
+                "sha256:afc622538b430aa4c8c853f7f63bc582b3b8030fd8c80b70fb5fa5b834e575c2",
+                "sha256:b07fc0dab849d24a80a29cfab8d8a19187d1c4685d8a5e6385a5ce323c1f015f",
+                "sha256:b5e6f89631eb88a7302d416594a32faeee9fb8fb848290da9d0a5f2903519fc1",
+                "sha256:bf9bf162ed91a26f1adba8efda0b573bc6924ec1408a52cc6f82cb73ec2b142c",
+                "sha256:c7e72339f841b5a237ff14f7d3880ddd0fc7f98a1199e8c4327f9a4f478c1839",
+                "sha256:ddb113db38838eb9f043623ba274cfaf7d51d5b0c22ecb30afe58b1bb8322983",
+                "sha256:dfdd51fc3e64ea4f35873d1b3fb25326773d55d2329ff8449139ebaad7357efb",
+                "sha256:f1cd08e99d2f9317292a311dfe578fd2a24b15dbce97792f9c4d752275c1fa56",
+                "sha256:f89f2ab047c76a9c03f78d0d66ca519e389519902fa27e7a91117ef7611c0568"
             ],
-            "markers": "python_version >= '3.9'",
-            "version": "==24.10.0"
+            "markers": "python_version >= '3.10'",
+            "version": "==26.3.1"
         },
         "cachetools": {
             "hashes": [
@@ -1119,11 +1124,11 @@
         },
         "click": {
             "hashes": [
-                "sha256:63c132bbbed01578a06712a2d1f497bb62d9c1c0d329b7903a866228027263b2",
-                "sha256:ed53c9d8990d83c2a27deae68e4ee337473f6330c040a31d4225c9574d16096a"
+                "sha256:12ff4785d337a1bb490bb7e9c2b1ee5da3112e94a8622f26a6c77f5d2fc6842a",
+                "sha256:981153a64e25f12d547d3426c367a4857371575ee7ad18df2a6183ab0545b2a6"
             ],
-            "markers": "python_version >= '3.7'",
-            "version": "==8.1.8"
+            "markers": "python_version >= '3.10'",
+            "version": "==8.3.1"
         },
         "comm": {
             "hashes": [
@@ -1534,12 +1539,12 @@
         },
         "ipython": {
             "hashes": [
-                "sha256:8e4ce129a627eb9dd221c41b1d2cdaed4ef7c9da8c17c63f6f578fe231141f83",
-                "sha256:ebe6d1d58d7d988fbf23ff8ff6d8e1622cfdb194daf4b7b73b792c4ec3b85385"
+                "sha256:2a94bc4406b22ecc7e4cb95b98450f3ea493a76bec8896cda11b78d7752a6667",
+                "sha256:6922d5bcf944c6e525a76a0a304451b60a2b6f875e86656d8bc2dfda5d710e19"
             ],
             "index": "pypi",
-            "markers": "python_version >= '3.11'",
-            "version": "==9.8.0"
+            "markers": "python_version >= '3.12'",
+            "version": "==9.11.0"
         },
         "ipython-pygments-lexers": {
             "hashes": [
@@ -1742,11 +1747,11 @@
         },
         "mypy-extensions": {
             "hashes": [
-                "sha256:4392f6c0eb8a5668a69e23d168ffa70f0be9ccfd32b5cc2d26a34ae5b844552d",
-                "sha256:75dbf8955dc00442a438fc4d0666508a9a97b6bd41aa2f0ffe9d2f2725af0782"
+                "sha256:1be4cccdb0f2482337c4743e60421de3a356cd97508abadd57d47403e94f5505",
+                "sha256:52e68efc3284861e772bbcd66823fde5ae21fd2fdb51c62a211403730b916558"
             ],
-            "markers": "python_version >= '3.5'",
-            "version": "==1.0.0"
+            "markers": "python_version >= '3.8'",
+            "version": "==1.1.0"
         },
         "nest-asyncio": {
             "hashes": [
@@ -1837,11 +1842,11 @@
         },
         "packaging": {
             "hashes": [
-                "sha256:29572ef2b1f17581046b3a2227d5c611fb25ec70ca1ba8554b24b0e69331a484",
-                "sha256:d443872c98d677bf60f6a1f2f8c1cb748e8fe762d2bf9d3148b5599295b0fc4f"
+                "sha256:00243ae351a257117b6a241061796684b084ed1c516a08c48a3f7e147a9d80b4",
+                "sha256:b36f1fef9334a5588b4166f8bcd26a14e521f2b55e6b9de3aaa80d3ff7a37529"
             ],
             "markers": "python_version >= '3.8'",
-            "version": "==25.0"
+            "version": "==26.0"
         },
         "pandas": {
             "hashes": [
@@ -1894,19 +1899,19 @@
         },
         "parso": {
             "hashes": [
-                "sha256:034d7354a9a018bdce352f48b2a8a450f05e9d6ee85db84764e9b6bd96dafe5a",
-                "sha256:646204b5ee239c396d040b90f9e272e9a8017c630092bf59980beb62fd033887"
+                "sha256:2b9a0332696df97d454fa67b81618fd69c35a7b90327cbe6ba5c92d2c68a7bfd",
+                "sha256:2c549f800b70a5c4952197248825584cb00f033b29c692671d3bf08bf380baff"
             ],
             "markers": "python_version >= '3.6'",
-            "version": "==0.8.5"
+            "version": "==0.8.6"
         },
         "pathspec": {
             "hashes": [
-                "sha256:a0d503e138a4c123b27490a4f7beda6a01c6f288df0e4a8b79c7eb0dc7b4cc08",
-                "sha256:a482d51503a1ab33b1c67a6c3813a26953dbdc71c31dacaef9a838c4e29f5712"
+                "sha256:0210e2ae8a21a9137c0d470578cb0e595af87edaa6ebf12ff176f14a02e0e645",
+                "sha256:fb6ae2fd4e7c921a165808a552060e722767cfa526f99ca5156ed2ce45a5c723"
             ],
-            "markers": "python_version >= '3.8'",
-            "version": "==0.12.1"
+            "markers": "python_version >= '3.9'",
+            "version": "==1.0.4"
         },
         "pexpect": {
             "hashes": [
@@ -2073,11 +2078,11 @@
         },
         "platformdirs": {
             "hashes": [
-                "sha256:61d5cdcc6065745cdd94f0f878977f8de9437be93de97c1c12f853c9c0cdcbda",
-                "sha256:d03afa3963c806a9bed9d5125c8f4cb2fdaf74a55ab60e5d59b3fde758104d31"
+                "sha256:1ec356301b7dc906d83f371c8f487070e99d3ccf9e501686456394622a01a934",
+                "sha256:68a9a4619a666ea6439f2ff250c12a853cd1cbd5158d258bd824a7df6be2f868"
             ],
             "markers": "python_version >= '3.10'",
-            "version": "==4.5.1"
+            "version": "==4.9.4"
         },
         "pluggy": {
             "hashes": [
@@ -2438,6 +2443,54 @@
             "markers": "python_version >= '3.6'",
             "version": "==1.20"
         },
+        "pytokens": {
+            "hashes": [
+                "sha256:0fc71786e629cef478cbf29d7ea1923299181d0699dbe7c3c0f4a583811d9fc1",
+                "sha256:11edda0942da80ff58c4408407616a310adecae1ddd22eef8c692fe266fa5009",
+                "sha256:140709331e846b728475786df8aeb27d24f48cbcf7bcd449f8de75cae7a45083",
+                "sha256:24afde1f53d95348b5a0eb19488661147285ca4dd7ed752bbc3e1c6242a304d1",
+                "sha256:26cef14744a8385f35d0e095dc8b3a7583f6c953c2e3d269c7f82484bf5ad2de",
+                "sha256:27b83ad28825978742beef057bfe406ad6ed524b2d28c252c5de7b4a6dd48fa2",
+                "sha256:292052fe80923aae2260c073f822ceba21f3872ced9a68bb7953b348e561179a",
+                "sha256:29d1d8fb1030af4d231789959f21821ab6325e463f0503a61d204343c9b355d1",
+                "sha256:2a44ed93ea23415c54f3face3b65ef2b844d96aeb3455b8a69b3df6beab6acc5",
+                "sha256:30f51edd9bb7f85c748979384165601d028b84f7bd13fe14d3e065304093916a",
+                "sha256:34bcc734bd2f2d5fe3b34e7b3c0116bfb2397f2d9666139988e7a3eb5f7400e3",
+                "sha256:3ad72b851e781478366288743198101e5eb34a414f1d5627cdd585ca3b25f1db",
+                "sha256:3f901fe783e06e48e8cbdc82d631fca8f118333798193e026a50ce1b3757ea68",
+                "sha256:42f144f3aafa5d92bad964d471a581651e28b24434d184871bd02e3a0d956037",
+                "sha256:4a14d5f5fc78ce85e426aa159489e2d5961acf0e47575e08f35584009178e321",
+                "sha256:4a58d057208cb9075c144950d789511220b07636dd2e4708d5645d24de666bdc",
+                "sha256:4e691d7f5186bd2842c14813f79f8884bb03f5995f0575272009982c5ac6c0f7",
+                "sha256:5502408cab1cb18e128570f8d598981c68a50d0cbd7c61312a90507cd3a1276f",
+                "sha256:584c80c24b078eec1e227079d56dc22ff755e0ba8654d8383b2c549107528918",
+                "sha256:5ad948d085ed6c16413eb5fec6b3e02fa00dc29a2534f088d3302c47eb59adf9",
+                "sha256:670d286910b531c7b7e3c0b453fd8156f250adb140146d234a82219459b9640c",
+                "sha256:682fa37ff4d8e95f7df6fe6fe6a431e8ed8e788023c6bcc0f0880a12eab80ad1",
+                "sha256:6d6c4268598f762bc8e91f5dbf2ab2f61f7b95bdc07953b602db879b3c8c18e1",
+                "sha256:79fc6b8699564e1f9b521582c35435f1bd32dd06822322ec44afdeba666d8cb3",
+                "sha256:8bdb9d0ce90cbf99c525e75a2fa415144fd570a1ba987380190e8b786bc6ef9b",
+                "sha256:8fcb9ba3709ff77e77f1c7022ff11d13553f3c30299a9fe246a166903e9091eb",
+                "sha256:941d4343bf27b605e9213b26bfa1c4bf197c9c599a9627eb7305b0defcfe40c1",
+                "sha256:967cf6e3fd4adf7de8fc73cd3043754ae79c36475c1c11d514fc72cf5490094a",
+                "sha256:970b08dd6b86058b6dc07efe9e98414f5102974716232d10f32ff39701e841c4",
+                "sha256:97f50fd18543be72da51dd505e2ed20d2228c74e0464e4262e4899797803d7fa",
+                "sha256:9bd7d7f544d362576be74f9d5901a22f317efc20046efe2034dced238cbbfe78",
+                "sha256:add8bf86b71a5d9fb5b89f023a80b791e04fba57960aa790cc6125f7f1d39dfe",
+                "sha256:b35d7e5ad269804f6697727702da3c517bb8a5228afa450ab0fa787732055fc9",
+                "sha256:b49750419d300e2b5a3813cf229d4e5a4c728dae470bcc89867a9ad6f25a722d",
+                "sha256:d31b97b3de0f61571a124a00ffe9a81fb9939146c122c11060725bd5aea79975",
+                "sha256:d70e77c55ae8380c91c0c18dea05951482e263982911fc7410b1ffd1dadd3440",
+                "sha256:d9907d61f15bf7261d7e775bd5d7ee4d2930e04424bab1972591918497623a16",
+                "sha256:da5baeaf7116dced9c6bb76dc31ba04a2dc3695f3d9f74741d7910122b456edc",
+                "sha256:dc74c035f9bfca0255c1af77ddd2d6ae8419012805453e4b0e7513e17904545d",
+                "sha256:dcafc12c30dbaf1e2af0490978352e0c4041a7cde31f4f81435c2a5e8b9cabb6",
+                "sha256:ee44d0f85b803321710f9239f335aafe16553b39106384cef8e6de40cb4ef2f6",
+                "sha256:f66a6bbe741bd431f6d741e617e0f39ec7257ca1f89089593479347cc4d13324"
+            ],
+            "markers": "python_version >= '3.8'",
+            "version": "==0.4.1"
+        },
         "pytz": {
             "hashes": [
                 "sha256:89dd22dca55b46eac6eda23b2d72721bf1bdfef212645d81513ef5d03038de57",
@@ -2783,11 +2836,11 @@
         },
         "tokenize-rt": {
             "hashes": [
-                "sha256:d706141cdec4aa5f358945abe36b911b8cbdc844545da99e811250c0cee9b6fc",
-                "sha256:e8ee836616c0877ab7c7b54776d2fefcc3bde714449a206762425ae114b53c86"
+                "sha256:8439c042b330c553fdbe1758e4a05c0ed460dbbbb24a606f11f0dee75da4cad6",
+                "sha256:a152bf4f249c847a66497a4a95f63376ed68ac6abf092a2f7cfb29d044ecff44"
             ],
             "markers": "python_version >= '3.9'",
-            "version": "==6.1.0"
+            "version": "==6.2.0"
         },
         "tornado": {
             "hashes": [
@@ -2887,11 +2940,11 @@
         },
         "wcwidth": {
             "hashes": [
-                "sha256:4d478375d31bc5395a3c55c40ccdf3354688364cd61c4f6adacaa9215d0b3605",
-                "sha256:a7bb560c8aee30f9957e5f9895805edd20602f2d7f720186dfd906e82b4982e1"
+                "sha256:1a3a1e510b553315f8e146c54764f4fb6264ffad731b3d78088cdb1478ffbdad",
+                "sha256:cdc4e4262d6ef9a1a57e018384cbeb1208d8abbc64176027e2c2455c81313159"
             ],
-            "markers": "python_version >= '3.6'",
-            "version": "==0.2.14"
+            "markers": "python_version >= '3.8'",
+            "version": "==0.6.0"
         }
     }
 }