diff --git a/flowdb/testdata/synthetic_data/Pipfile b/flowdb/testdata/synthetic_data/Pipfile
index 6bebbf1557..ecbfc0c1f7 100644
--- a/flowdb/testdata/synthetic_data/Pipfile
+++ b/flowdb/testdata/synthetic_data/Pipfile
@@ -15,7 +15,7 @@ jinja2 = "*"
 pyarrow = "*"
 
 [dev-packages]
-black = {extras = ["jupyter"],version = "==25.9.0"}
+black = {extras = ["jupyter"],version = "==25.11.0"}
 
 [requires]
 python_version = "3.9"
diff --git a/flowdb/testdata/synthetic_data/Pipfile.lock b/flowdb/testdata/synthetic_data/Pipfile.lock
index 8fb31caace..d048aa67d5 100644
--- a/flowdb/testdata/synthetic_data/Pipfile.lock
+++ b/flowdb/testdata/synthetic_data/Pipfile.lock
@@ -1,7 +1,7 @@
 {
     "_meta": {
         "hash": {
-            "sha256": "e83e46f9d8185010805ee2f80cb0777f0c9ed83d73398bf221a9f7644d987c48"
+            "sha256": "120e82f9399eceda2d8550bd0c9b00fde384ae3ea3866aeea2b2bbad456271ab"
         },
         "pipfile-spec": 6,
         "requires": {
@@ -611,32 +611,36 @@
         },
         "black": {
             "hashes": [
-                "sha256:0172a012f725b792c358d57fe7b6b6e8e67375dd157f64fa7a3097b3ed3e2175",
-                "sha256:0474bca9a0dd1b51791fcc507a4e02078a1c63f6d4e4ae5544b9848c7adfb619",
-                "sha256:154b06d618233fe468236ba1f0e40823d4eb08b26f5e9261526fde34916b9140",
-                "sha256:1b9dc70c21ef8b43248f1d86aedd2aaf75ae110b958a7909ad8463c4aa0880b0",
-                "sha256:2ab0ce111ef026790e9b13bd216fa7bc48edd934ffc4cbf78808b235793cbc92",
-                "sha256:3bec74ee60f8dfef564b573a96b8930f7b6a538e846123d5ad77ba14a8d7a64f",
-                "sha256:456386fe87bad41b806d53c062e2974615825c7a52159cde7ccaeb0695fa28fa",
-                "sha256:474b34c1342cdc157d307b56c4c65bce916480c4a8f6551fdc6bf9b486a7c4ae",
-                "sha256:77e7060a00c5ec4b3367c55f39cf9b06e68965a4f2e61cecacd6d0d9b7ec945a",
-                "sha256:846d58e3ce7879ec1ffe816bb9df6d006cd9590515ed5d17db14e17666b2b357",
-                "sha256:8e46eecf65a095fa62e53245ae2795c90bdecabd53b50c448d0a8bcd0d2e74c4",
-                "sha256:9101ee58ddc2442199a25cb648d46ba22cd580b00ca4b44234a324e3ec7a0f7e",
-                "sha256:a16b14a44c1af60a210d8da28e108e13e75a284bf21a9afa6b4571f96ab8bb9d",
-                "sha256:aaf319612536d502fdd0e88ce52d8f1352b2c0a955cc2798f79eeca9d3af0608",
-                "sha256:b756fc75871cb1bcac5499552d771822fd9db5a2bb8db2a7247936ca48f39831",
-                "sha256:c0372a93e16b3954208417bfe448e09b0de5cc721d521866cd9e0acac3c04a1f",
-                "sha256:ce41ed2614b706fd55fd0b4a6909d06b5bab344ffbfadc6ef34ae50adba3d4f7",
-                "sha256:d119957b37cc641596063cd7db2656c5be3752ac17877017b2ffcdb9dfc4d2b1",
-                "sha256:e3c1f4cd5e93842774d9ee4ef6cd8d17790e65f44f7cdbaab5f2cf8ccf22a823",
-                "sha256:e593466de7b998374ea2585a471ba90553283fb9beefcfa430d84a2651ed5933",
-                "sha256:ef69351df3c84485a8beb6f7b8f9721e2009e20ef80a8d619e2d1788b7816d47",
-                "sha256:f96b6726d690c96c60ba682955199f8c39abc1ae0c3a494a9c62c0184049a713"
+                "sha256:0a1d40348b6621cc20d3d7530a5b8d67e9714906dfd7346338249ad9c6cedf2b",
+                "sha256:0c0f7c461df55cf32929b002335883946a4893d759f2df343389c4396f3b6b37",
+                "sha256:1032639c90208c15711334d681de2e24821af0575573db2810b0763bcd62e0f0",
+                "sha256:35690a383f22dd3e468c85dc4b915217f87667ad9cce781d7b42678ce63c4170",
+                "sha256:43945853a31099c7c0ff8dface53b4de56c41294fa6783c0441a8b1d9bf668bc",
+                "sha256:51c65d7d60bb25429ea2bf0731c32b2a2442eb4bd3b2afcb47830f0b13e58bfd",
+                "sha256:5bd4a22a0b37401c8e492e994bce79e614f91b14d9ea911f44f36e262195fdda",
+                "sha256:6cb2d54a39e0ef021d6c5eef442e10fd71fcb491be6413d083a320ee768329dd",
+                "sha256:6cced12b747c4c76bc09b4db057c319d8545307266f41aaee665540bc0e04e96",
+                "sha256:7eebd4744dfe92ef1ee349dc532defbf012a88b087bb7ddd688ff59a447b080e",
+                "sha256:80e7486ad3535636657aa180ad32a7d67d7c273a80e12f1b4bfa0823d54e8fac",
+                "sha256:895571922a35434a9d8ca67ef926da6bc9ad464522a5fe0db99b394ef1c0675a",
+                "sha256:92285c37b93a1698dcbc34581867b480f1ba3a7b92acf1fe0467b04d7a4da0dc",
+                "sha256:936c4dd07669269f40b497440159a221ee435e3fddcf668e0c05244a9be71993",
+                "sha256:9815ccee1e55717fe9a4b924cae1646ef7f54e0f990da39a34fc7b264fcf80a2",
+                "sha256:9a323ac32f5dc75ce7470501b887250be5005a01602e931a15e45593f70f6e08",
+                "sha256:a3bb5ce32daa9ff0605d73b6f19da0b0e6c1f8f2d75594db539fdfed722f2b06",
+                "sha256:aa211411e94fdf86519996b7f5f05e71ba34835d8f0c0f03c00a26271da02664",
+                "sha256:ae263af2f496940438e5be1a0c1020e13b09154f3af4df0835ea7f9fe7bfa409",
+                "sha256:cb4f4b65d717062191bdec8e4a442539a8ea065e6af1c4f4d36f0cdb5f71e170",
+                "sha256:d81a44cbc7e4f73a9d6ae449ec2317ad81512d1e7dce7d57f6333fd6259737bc",
+                "sha256:dae49ef7369c6caa1a1833fd5efb7c3024bb7e4499bf64833f65ad27791b1545",
+                "sha256:e3f562da087791e96cefcd9dda058380a442ab322a02e222add53736451f604b",
+                "sha256:ec311e22458eec32a807f029b2646f661e6859c3f61bc6d9ffb67958779f392e",
+                "sha256:f42c0ea7f59994490f4dccd64e6b2dd49ac57c7c84f38b8faab50f8759db245c",
+                "sha256:f9786c24d8e9bd5f20dc7a7f0cdd742644656987f6ea6947629306f937726c03"
             ],
             "index": "pypi",
             "markers": "python_version >= '3.9'",
-            "version": "==25.9.0"
+            "version": "==25.11.0"
         },
         "click": {
             "hashes": [
@@ -774,11 +778,11 @@
         },
         "pytokens": {
             "hashes": [
-                "sha256:c9a4bfa0be1d26aebce03e6884ba454e842f186a59ea43a6d3b25af58223c044",
-                "sha256:db7b72284e480e69fb085d9f251f66b3d2df8b7166059261258ff35f50fb711b"
+                "sha256:2f932b14ed08de5fcf0b391ace2642f858f1394c0857202959000b68ed7a458a",
+                "sha256:95b2b5eaf832e469d141a378872480ede3f251a5a5041b8ec6e581d3ac71bbf3"
             ],
             "markers": "python_version >= '3.8'",
-            "version": "==0.1.10"
+            "version": "==0.3.0"
         },
         "stack-data": {
             "hashes": [
@@ -797,41 +801,51 @@
         },
         "tomli": {
             "hashes": [
-                "sha256:023aa114dd824ade0100497eb2318602af309e5a55595f76b626d6d9f3b7b0a6",
-                "sha256:02abe224de6ae62c19f090f68da4e27b10af2b93213d36cf44e6e1c5abd19fdd",
-                "sha256:286f0ca2ffeeb5b9bd4fcc8d6c330534323ec51b2f52da063b11c502da16f30c",
-                "sha256:2d0f2fdd22b02c6d81637a3c95f8cd77f995846af7414c5c4b8d0545afa1bc4b",
-                "sha256:33580bccab0338d00994d7f16f4c4ec25b776af3ffaac1ed74e0b3fc95e885a8",
-                "sha256:400e720fe168c0f8521520190686ef8ef033fb19fc493da09779e592861b78c6",
-                "sha256:40741994320b232529c802f8bc86da4e1aa9f413db394617b9a256ae0f9a7f77",
-                "sha256:465af0e0875402f1d226519c9904f37254b3045fc5084697cefb9bdde1ff99ff",
-                "sha256:4a8f6e44de52d5e6c657c9fe83b562f5f4256d8ebbfe4ff922c495620a7f6cea",
-                "sha256:4e340144ad7ae1533cb897d406382b4b6fede8890a03738ff1683af800d54192",
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-                "sha256:889f80ef92701b9dbb224e49ec87c645ce5df3fa2cc548664eb8a25e03127a98",
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+                "sha256:97d5eec30149fd3294270e889b4234023f2c69747e555a27bd708828353ab606",
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+                "sha256:a56212bdcce682e56b0aaf79e869ba5d15a6163f88d5451cbde388d48b13f530",
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+                "sha256:b74a0e59ec5d15127acdabd75ea17726ac4c5178ae51b85bfe39c4f8a278e879",
+                "sha256:be71c93a63d738597996be9528f4abe628d1adf5e6eb11607bc8fe1a510b5dae",
+                "sha256:c22a8bf253bacc0cf11f35ad9808b6cb75ada2631c2d97c971122583b129afbc",
+                "sha256:c4665508bcbac83a31ff8ab08f424b665200c0e1e645d2bd9ab3d3e557b6185b",
+                "sha256:c5f3ffd1e098dfc032d4d3af5c0ac64f6d286d98bc148698356847b80fa4de1b",
+                "sha256:cebc6fe843e0733ee827a282aca4999b596241195f43b4cc371d64fc6639da9e",
+                "sha256:d1381caf13ab9f300e30dd8feadb3de072aeb86f1d34a8569453ff32a7dea4bf",
+                "sha256:d7d86942e56ded512a594786a5ba0a5e521d02529b3826e7761a05138341a2ac",
+                "sha256:e31d432427dcbf4d86958c184b9bfd1e96b5b71f8eb17e6d02531f434fd335b8",
+                "sha256:e95b1af3c5b07d9e643909b5abbec77cd9f1217e6d0bca72b0234736b9fb1f1b",
+                "sha256:f85209946d1fe94416debbb88d00eb92ce9cd5266775424ff81bc959e001acaf",
+                "sha256:feb0dacc61170ed7ab602d3d972a58f14ee3ee60494292d384649a3dc38ef463",
+                "sha256:ff72b71b5d10d22ecb084d345fc26f42b5143c5533db5e2eaba7d2d335358876"
             ],
             "markers": "python_version >= '3.8'",
-            "version": "==2.2.1"
+            "version": "==2.3.0"
         },
         "traitlets": {
             "hashes": [