diff --git a/datascience/poetry.lock b/datascience/poetry.lock
index 75e7acb0af..fdd5fc4a54 100644
--- a/datascience/poetry.lock
+++ b/datascience/poetry.lock
@@ -1,4 +1,4 @@
-# This file is automatically @generated by Poetry 1.8.2 and should not be changed by hand.
+# This file is automatically @generated by Poetry 1.8.3 and should not be changed by hand.
 
 [[package]]
 name = "adbc-driver-manager"
@@ -64,6 +64,24 @@ importlib-resources = ">=1.3"
 dbapi = ["pandas", "pyarrow (>=8.0.0)"]
 test = ["pandas", "polars", "pyarrow (>=8.0.0)", "pytest"]
 
+[[package]]
+name = "aiosqlite"
+version = "0.20.0"
+description = "asyncio bridge to the standard sqlite3 module"
+optional = false
+python-versions = ">=3.8"
+files = [
+    {file = "aiosqlite-0.20.0-py3-none-any.whl", hash = "sha256:36a1deaca0cac40ebe32aac9977a6e2bbc7f5189f23f4a54d5908986729e5bd6"},
+    {file = "aiosqlite-0.20.0.tar.gz", hash = "sha256:6d35c8c256637f4672f843c31021464090805bf925385ac39473fb16eaaca3d7"},
+]
+
+[package.dependencies]
+typing_extensions = ">=4.0"
+
+[package.extras]
+dev = ["attribution (==1.7.0)", "black (==24.2.0)", "coverage[toml] (==7.4.1)", "flake8 (==7.0.0)", "flake8-bugbear (==24.2.6)", "flit (==3.9.0)", "mypy (==1.8.0)", "ufmt (==2.3.0)", "usort (==1.0.8.post1)"]
+docs = ["sphinx (==7.2.6)", "sphinx-mdinclude (==0.5.3)"]
+
 [[package]]
 name = "alabaster"
 version = "0.7.16"
@@ -75,15 +93,45 @@ files = [
     {file = "alabaster-0.7.16.tar.gz", hash = "sha256:75a8b99c28a5dad50dd7f8ccdd447a121ddb3892da9e53d1ca5cca3106d58d65"},
 ]
 
+[[package]]
+name = "alembic"
+version = "1.13.2"
+description = "A database migration tool for SQLAlchemy."
+optional = false
+python-versions = ">=3.8"
+files = [
+    {file = "alembic-1.13.2-py3-none-any.whl", hash = "sha256:6b8733129a6224a9a711e17c99b08462dbf7cc9670ba8f2e2ae9af860ceb1953"},
+    {file = "alembic-1.13.2.tar.gz", hash = "sha256:1ff0ae32975f4fd96028c39ed9bb3c867fe3af956bd7bb37343b54c9fe7445ef"},
+]
+
+[package.dependencies]
+Mako = "*"
+SQLAlchemy = ">=1.3.0"
+typing-extensions = ">=4"
+
+[package.extras]
+tz = ["backports.zoneinfo"]
+
+[[package]]
+name = "annotated-types"
+version = "0.7.0"
+description = "Reusable constraint types to use with typing.Annotated"
+optional = false
+python-versions = ">=3.8"
+files = [
+    {file = "annotated_types-0.7.0-py3-none-any.whl", hash = "sha256:1f02e8b43a8fbbc3f3e0d4f0f4bfc8131bcb4eebe8849b8e5c773f3a1c582a53"},
+    {file = "annotated_types-0.7.0.tar.gz", hash = "sha256:aff07c09a53a08bc8cfccb9c85b05f1aa9a2a6f23728d790723543408344ce89"},
+]
+
 [[package]]
 name = "anyio"
-version = "4.3.0"
+version = "3.7.1"
 description = "High level compatibility layer for multiple asynchronous event loop implementations"
 optional = false
-python-versions = ">=3.8"
+python-versions = ">=3.7"
 files = [
-    {file = "anyio-4.3.0-py3-none-any.whl", hash = "sha256:048e05d0f6caeed70d731f3db756d35dcc1f35747c8c403364a8332c630441b8"},
-    {file = "anyio-4.3.0.tar.gz", hash = "sha256:f75253795a87df48568485fd18cdd2a3fa5c4f7c5be8e5e36637733fce06fed6"},
+    {file = "anyio-3.7.1-py3-none-any.whl", hash = "sha256:91dee416e570e92c64041bd18b900d1d6fa78dff7048769ce5ac5ddad004fbb5"},
+    {file = "anyio-3.7.1.tar.gz", hash = "sha256:44a3c9aba0f5defa43261a8b3efb97891f2bd7d804e0e1f56419befa1adfc780"},
 ]
 
 [package.dependencies]
@@ -91,9 +139,9 @@ idna = ">=2.8"
 sniffio = ">=1.1"
 
 [package.extras]
-doc = ["Sphinx (>=7)", "packaging", "sphinx-autodoc-typehints (>=1.2.0)", "sphinx-rtd-theme"]
-test = ["anyio[trio]", "coverage[toml] (>=7)", "exceptiongroup (>=1.2.0)", "hypothesis (>=4.0)", "psutil (>=5.9)", "pytest (>=7.0)", "pytest-mock (>=3.6.1)", "trustme", "uvloop (>=0.17)"]
-trio = ["trio (>=0.23)"]
+doc = ["Sphinx", "packaging", "sphinx-autodoc-typehints (>=1.2.0)", "sphinx-rtd-theme (>=1.2.2)", "sphinxcontrib-jquery"]
+test = ["anyio[trio]", "coverage[toml] (>=4.5)", "hypothesis (>=4.0)", "mock (>=4)", "psutil (>=5.9)", "pytest (>=7.0)", "pytest-mock (>=3.6.1)", "trustme", "uvloop (>=0.17)"]
+trio = ["trio (<0.22)"]
 
 [[package]]
 name = "appnope"
@@ -106,6 +154,25 @@ files = [
     {file = "appnope-0.1.4.tar.gz", hash = "sha256:1de3860566df9caf38f01f86f65e0e13e379af54f9e4bee1e66b48f2efffd1ee"},
 ]
 
+[[package]]
+name = "apprise"
+version = "1.8.0"
+description = "Push Notifications that work with just about every platform!"
+optional = false
+python-versions = ">=3.6"
+files = [
+    {file = "apprise-1.8.0-py3-none-any.whl", hash = "sha256:29307f9b7eeb5db70de13bd19f7f98700ad75369d14d1dcc49a6fcc06ed8a546"},
+    {file = "apprise-1.8.0.tar.gz", hash = "sha256:e8f58cebfea1a34f569cb4c68809a3175be80ec06f0a2ec473522b92023212c5"},
+]
+
+[package.dependencies]
+certifi = "*"
+click = ">=5.0"
+markdown = "*"
+PyYAML = "*"
+requests = "*"
+requests-oauthlib = "*"
+
 [[package]]
 name = "argon2-cffi"
 version = "23.1.0"
@@ -182,6 +249,20 @@ types-python-dateutil = ">=2.8.10"
 doc = ["doc8", "sphinx (>=7.0.0)", "sphinx-autobuild", "sphinx-autodoc-typehints", "sphinx_rtd_theme (>=1.3.0)"]
 test = ["dateparser (==1.*)", "pre-commit", "pytest", "pytest-cov", "pytest-mock", "pytz (==2021.1)", "simplejson (==3.*)"]
 
+[[package]]
+name = "asgi-lifespan"
+version = "2.1.0"
+description = "Programmatic startup/shutdown of ASGI apps."
+optional = false
+python-versions = ">=3.7"
+files = [
+    {file = "asgi-lifespan-2.1.0.tar.gz", hash = "sha256:5e2effaf0bfe39829cf2d64e7ecc47c7d86d676a6599f7afba378c31f5e3a308"},
+    {file = "asgi_lifespan-2.1.0-py3-none-any.whl", hash = "sha256:ed840706680e28428c01e14afb3875d7d76d3206f3d5b2f2294e059b5c23804f"},
+]
+
+[package.dependencies]
+sniffio = "*"
+
 [[package]]
 name = "astroid"
 version = "3.2.2"
@@ -222,6 +303,74 @@ files = [
     {file = "async_lru-2.0.4-py3-none-any.whl", hash = "sha256:ff02944ce3c288c5be660c42dbcca0742b32c3b279d6dceda655190240b99224"},
 ]
 
+[[package]]
+name = "async-timeout"
+version = "4.0.3"
+description = "Timeout context manager for asyncio programs"
+optional = false
+python-versions = ">=3.7"
+files = [
+    {file = "async-timeout-4.0.3.tar.gz", hash = "sha256:4640d96be84d82d02ed59ea2b7105a0f7b33abe8703703cd0ab0bf87c427522f"},
+    {file = "async_timeout-4.0.3-py3-none-any.whl", hash = "sha256:7405140ff1230c310e51dc27b3145b9092d659ce68ff733fb0cefe3ee42be028"},
+]
+
+[[package]]
+name = "asyncpg"
+version = "0.29.0"
+description = "An asyncio PostgreSQL driver"
+optional = false
+python-versions = ">=3.8.0"
+files = [
+    {file = "asyncpg-0.29.0-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:72fd0ef9f00aeed37179c62282a3d14262dbbafb74ec0ba16e1b1864d8a12169"},
+    {file = "asyncpg-0.29.0-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:52e8f8f9ff6e21f9b39ca9f8e3e33a5fcdceaf5667a8c5c32bee158e313be385"},
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+    {file = "asyncpg-0.29.0-cp39-cp39-win32.whl", hash = "sha256:797ab8123ebaed304a1fad4d7576d5376c3a006a4100380fb9d517f0b59c1ab2"},
+    {file = "asyncpg-0.29.0-cp39-cp39-win_amd64.whl", hash = "sha256:cce08a178858b426ae1aa8409b5cc171def45d4293626e7aa6510696d46decd8"},
+    {file = "asyncpg-0.29.0.tar.gz", hash = "sha256:d1c49e1f44fffafd9a55e1a9b101590859d881d639ea2922516f5d9c512d354e"},
+]
+
+[package.dependencies]
+async-timeout = {version = ">=4.0.3", markers = "python_version < \"3.12.0\""}
+
+[package.extras]
+docs = ["Sphinx (>=5.3.0,<5.4.0)", "sphinx-rtd-theme (>=1.2.2)", "sphinxcontrib-asyncio (>=0.3.0,<0.4.0)"]
+test = ["flake8 (>=6.1,<7.0)", "uvloop (>=0.15.3)"]
+
 [[package]]
 name = "attrs"
 version = "23.2.0"
@@ -498,6 +647,17 @@ files = [
 [package.dependencies]
 cffi = ">=1.0.0"
 
+[[package]]
+name = "cachetools"
+version = "5.3.3"
+description = "Extensible memoizing collections and decorators"
+optional = false
+python-versions = ">=3.7"
+files = [
+    {file = "cachetools-5.3.3-py3-none-any.whl", hash = "sha256:0abad1021d3f8325b2fc1d2e9c8b9c9d57b04c3932657a72465447332c24d945"},
+    {file = "cachetools-5.3.3.tar.gz", hash = "sha256:ba29e2dfa0b8b556606f097407ed1aa62080ee108ab0dc5ec9d6a723a007d105"},
+]
+
 [[package]]
 name = "certifi"
 version = "2024.2.2"
@@ -844,6 +1004,17 @@ mypy = ["contourpy[bokeh,docs]", "docutils-stubs", "mypy (==1.8.0)", "types-Pill
 test = ["Pillow", "contourpy[test-no-images]", "matplotlib"]
 test-no-images = ["pytest", "pytest-cov", "pytest-xdist", "wurlitzer"]
 
+[[package]]
+name = "coolname"
+version = "2.2.0"
+description = "Random name and slug generator"
+optional = false
+python-versions = "*"
+files = [
+    {file = "coolname-2.2.0-py2.py3-none-any.whl", hash = "sha256:4d1563186cfaf71b394d5df4c744f8c41303b6846413645e31d31915cdeb13e8"},
+    {file = "coolname-2.2.0.tar.gz", hash = "sha256:6c5d5731759104479e7ca195a9b64f7900ac5bead40183c09323c7d0be9e75c7"},
+]
+
 [[package]]
 name = "coverage"
 version = "7.5.1"
@@ -1081,33 +1252,26 @@ docs = ["ipython", "matplotlib", "numpydoc", "sphinx"]
 tests = ["pytest", "pytest-cov", "pytest-xdist"]
 
 [[package]]
-name = "dask"
-version = "2024.5.1"
-description = "Parallel PyData with Task Scheduling"
+name = "dateparser"
+version = "1.2.0"
+description = "Date parsing library designed to parse dates from HTML pages"
 optional = false
-python-versions = ">=3.9"
+python-versions = ">=3.7"
 files = [
-    {file = "dask-2024.5.1-py3-none-any.whl", hash = "sha256:af1cadd1fd1d1d44600ff5de43dd029e5668fdf87422131f4e3e3aa2a6a63555"},
-    {file = "dask-2024.5.1.tar.gz", hash = "sha256:e071fda67031c314569e37ca70b3e88bb30f1d91ff8ee4122b541845847cc264"},
+    {file = "dateparser-1.2.0-py2.py3-none-any.whl", hash = "sha256:0b21ad96534e562920a0083e97fd45fa959882d4162acc358705144520a35830"},
+    {file = "dateparser-1.2.0.tar.gz", hash = "sha256:7975b43a4222283e0ae15be7b4999d08c9a70e2d378ac87385b1ccf2cffbbb30"},
 ]
 
 [package.dependencies]
-click = ">=8.1"
-cloudpickle = ">=1.5.0"
-fsspec = ">=2021.09.0"
-importlib-metadata = {version = ">=4.13.0", markers = "python_version < \"3.12\""}
-packaging = ">=20.0"
-partd = ">=1.2.0"
-pyyaml = ">=5.3.1"
-toolz = ">=0.10.0"
+python-dateutil = "*"
+pytz = "*"
+regex = "<2019.02.19 || >2019.02.19,<2021.8.27 || >2021.8.27"
+tzlocal = "*"
 
 [package.extras]
-array = ["numpy (>=1.21)"]
-complete = ["dask[array,dataframe,diagnostics,distributed]", "lz4 (>=4.3.2)", "pyarrow (>=7.0)", "pyarrow-hotfix"]
-dataframe = ["dask-expr (>=1.1,<1.2)", "dask[array]", "pandas (>=1.3)"]
-diagnostics = ["bokeh (>=2.4.2)", "jinja2 (>=2.10.3)"]
-distributed = ["distributed (==2024.5.1)"]
-test = ["pandas[test]", "pre-commit", "pytest", "pytest-cov", "pytest-rerunfailures", "pytest-timeout", "pytest-xdist"]
+calendars = ["convertdate", "hijri-converter"]
+fasttext = ["fasttext"]
+langdetect = ["langdetect"]
 
 [[package]]
 name = "debugpy"
@@ -1173,34 +1337,6 @@ files = [
     {file = "distlib-0.3.8.tar.gz", hash = "sha256:1530ea13e350031b6312d8580ddb6b27a104275a31106523b8f123787f494f64"},
 ]
 
-[[package]]
-name = "distributed"
-version = "2024.5.1"
-description = "Distributed scheduler for Dask"
-optional = false
-python-versions = ">=3.9"
-files = [
-    {file = "distributed-2024.5.1-py3-none-any.whl", hash = "sha256:cf77583ce67f6696aa716c30f1cba3403ac866241c00d6e9a0bc1500c6818b40"},
-    {file = "distributed-2024.5.1.tar.gz", hash = "sha256:c4e641e5fc014de3b43c584c70f703a7d44557b51b1143db812b8bc861aa84e2"},
-]
-
-[package.dependencies]
-click = ">=8.0"
-cloudpickle = ">=1.5.0"
-dask = "2024.5.1"
-jinja2 = ">=2.10.3"
-locket = ">=1.0.0"
-msgpack = ">=1.0.0"
-packaging = ">=20.0"
-psutil = ">=5.7.2"
-pyyaml = ">=5.3.1"
-sortedcontainers = ">=2.0.5"
-tblib = ">=1.6.0"
-toolz = ">=0.10.0"
-tornado = ">=6.0.4"
-urllib3 = ">=1.24.3"
-zict = ">=3.0.0"
-
 [[package]]
 name = "distro"
 version = "1.9.0"
@@ -1212,6 +1348,26 @@ files = [
     {file = "distro-1.9.0.tar.gz", hash = "sha256:2fa77c6fd8940f116ee1d6b94a2f90b13b5ea8d019b98bc8bafdcabcdd9bdbed"},
 ]
 
+[[package]]
+name = "dnspython"
+version = "2.6.1"
+description = "DNS toolkit"
+optional = false
+python-versions = ">=3.8"
+files = [
+    {file = "dnspython-2.6.1-py3-none-any.whl", hash = "sha256:5ef3b9680161f6fa89daf8ad451b5f1a33b18ae8a1c6778cdf4b43f08c0a6e50"},
+    {file = "dnspython-2.6.1.tar.gz", hash = "sha256:e8f0f9c23a7b7cb99ded64e6c3a6f3e701d78f50c55e002b839dea7225cff7cc"},
+]
+
+[package.extras]
+dev = ["black (>=23.1.0)", "coverage (>=7.0)", "flake8 (>=7)", "mypy (>=1.8)", "pylint (>=3)", "pytest (>=7.4)", "pytest-cov (>=4.1.0)", "sphinx (>=7.2.0)", "twine (>=4.0.0)", "wheel (>=0.42.0)"]
+dnssec = ["cryptography (>=41)"]
+doh = ["h2 (>=4.1.0)", "httpcore (>=1.0.0)", "httpx (>=0.26.0)"]
+doq = ["aioquic (>=0.9.25)"]
+idna = ["idna (>=3.6)"]
+trio = ["trio (>=0.23)"]
+wmi = ["wmi (>=1.5.1)"]
+
 [[package]]
 name = "docker"
 version = "7.1.0"
@@ -1311,6 +1467,21 @@ files = [
     {file = "duckdb-0.10.3.tar.gz", hash = "sha256:c5bd84a92bc708d3a6adffe1f554b94c6e76c795826daaaf482afc3d9c636971"},
 ]
 
+[[package]]
+name = "email-validator"
+version = "2.2.0"
+description = "A robust email address syntax and deliverability validation library."
+optional = false
+python-versions = ">=3.8"
+files = [
+    {file = "email_validator-2.2.0-py3-none-any.whl", hash = "sha256:561977c2d73ce3611850a06fa56b414621e0c8faa9d66f2611407d87465da631"},
+    {file = "email_validator-2.2.0.tar.gz", hash = "sha256:cb690f344c617a714f22e66ae771445a1ceb46821152df8e165c5f9a364582b7"},
+]
+
+[package.dependencies]
+dnspython = ">=2.0.0"
+idna = ">=2.0.0"
+
 [[package]]
 name = "et-xmlfile"
 version = "1.1.0"
@@ -1635,6 +1806,29 @@ pandas = ">=1.4.0"
 pyproj = ">=3.3.0"
 shapely = ">=1.8.0"
 
+[[package]]
+name = "google-auth"
+version = "2.31.0"
+description = "Google Authentication Library"
+optional = false
+python-versions = ">=3.7"
+files = [
+    {file = "google-auth-2.31.0.tar.gz", hash = "sha256:87805c36970047247c8afe614d4e3af8eceafc1ebba0c679fe75ddd1d575e871"},
+    {file = "google_auth-2.31.0-py2.py3-none-any.whl", hash = "sha256:042c4702efa9f7d3c48d3a69341c209381b125faa6dbf3ebe56bc7e40ae05c23"},
+]
+
+[package.dependencies]
+cachetools = ">=2.0.0,<6.0"
+pyasn1-modules = ">=0.2.1"
+rsa = ">=3.1.4,<5"
+
+[package.extras]
+aiohttp = ["aiohttp (>=3.6.2,<4.0.0.dev0)", "requests (>=2.20.0,<3.0.0.dev0)"]
+enterprise-cert = ["cryptography (==36.0.2)", "pyopenssl (==22.0.0)"]
+pyopenssl = ["cryptography (>=38.0.3)", "pyopenssl (>=20.0.0)"]
+reauth = ["pyu2f (>=0.1.5)"]
+requests = ["requests (>=2.20.0,<3.0.0.dev0)"]
+
 [[package]]
 name = "graphviz"
 version = "0.20.3"
@@ -1722,6 +1916,20 @@ files = [
 docs = ["Sphinx", "furo"]
 test = ["objgraph", "psutil"]
 
+[[package]]
+name = "griffe"
+version = "0.47.0"
+description = "Signatures for entire Python programs. Extract the structure, the frame, the skeleton of your project, to generate API documentation or find breaking changes in your API."
+optional = false
+python-versions = ">=3.8"
+files = [
+    {file = "griffe-0.47.0-py3-none-any.whl", hash = "sha256:07a2fd6a8c3d21d0bbb0decf701d62042ccc8a576645c7f8799fe1f10de2b2de"},
+    {file = "griffe-0.47.0.tar.gz", hash = "sha256:95119a440a3c932b13293538bdbc405bee4c36428547553dc6b327e7e7d35e5a"},
+]
+
+[package.dependencies]
+colorama = ">=0.4"
+
 [[package]]
 name = "grip"
 version = "4.6.2"
@@ -1756,6 +1964,21 @@ files = [
     {file = "h11-0.14.0.tar.gz", hash = "sha256:8f19fbbe99e72420ff35c00b27a34cb9937e902a8b810e2c88300c6f0a3b699d"},
 ]
 
+[[package]]
+name = "h2"
+version = "4.1.0"
+description = "HTTP/2 State-Machine based protocol implementation"
+optional = false
+python-versions = ">=3.6.1"
+files = [
+    {file = "h2-4.1.0-py3-none-any.whl", hash = "sha256:03a46bcf682256c95b5fd9e9a99c1323584c3eec6440d379b9903d709476bc6d"},
+    {file = "h2-4.1.0.tar.gz", hash = "sha256:a83aca08fbe7aacb79fec788c9c0bac936343560ed9ec18b82a13a12c28d2abb"},
+]
+
+[package.dependencies]
+hpack = ">=4.0,<5"
+hyperframe = ">=6.0,<7"
+
 [[package]]
 name = "h3"
 version = "3.7.7"
@@ -1810,6 +2033,17 @@ all = ["flake8", "numpy", "pylint", "pytest", "pytest-cov"]
 numpy = ["numpy"]
 test = ["flake8", "pylint", "pytest", "pytest-cov"]
 
+[[package]]
+name = "hpack"
+version = "4.0.0"
+description = "Pure-Python HPACK header compression"
+optional = false
+python-versions = ">=3.6.1"
+files = [
+    {file = "hpack-4.0.0-py3-none-any.whl", hash = "sha256:84a076fad3dc9a9f8063ccb8041ef100867b1878b25ef0ee63847a5d53818a6c"},
+    {file = "hpack-4.0.0.tar.gz", hash = "sha256:fc41de0c63e687ebffde81187a948221294896f6bdc0ae2312708df339430095"},
+]
+
 [[package]]
 name = "html5lib"
 version = "1.1"
@@ -1866,6 +2100,7 @@ files = [
 [package.dependencies]
 anyio = "*"
 certifi = "*"
+h2 = {version = ">=3,<5", optional = true, markers = "extra == \"http2\""}
 httpcore = "==1.*"
 idna = "*"
 sniffio = "*"
@@ -1876,6 +2111,31 @@ cli = ["click (==8.*)", "pygments (==2.*)", "rich (>=10,<14)"]
 http2 = ["h2 (>=3,<5)"]
 socks = ["socksio (==1.*)"]
 
+[[package]]
+name = "humanize"
+version = "4.9.0"
+description = "Python humanize utilities"
+optional = false
+python-versions = ">=3.8"
+files = [
+    {file = "humanize-4.9.0-py3-none-any.whl", hash = "sha256:ce284a76d5b1377fd8836733b983bfb0b76f1aa1c090de2566fcf008d7f6ab16"},
+    {file = "humanize-4.9.0.tar.gz", hash = "sha256:582a265c931c683a7e9b8ed9559089dea7edcf6cc95be39a3cbc2c5d5ac2bcfa"},
+]
+
+[package.extras]
+tests = ["freezegun", "pytest", "pytest-cov"]
+
+[[package]]
+name = "hyperframe"
+version = "6.0.1"
+description = "HTTP/2 framing layer for Python"
+optional = false
+python-versions = ">=3.6.1"
+files = [
+    {file = "hyperframe-6.0.1-py3-none-any.whl", hash = "sha256:0ec6bafd80d8ad2195c4f03aacba3a8265e57bc4cff261e802bf39970ed02a15"},
+    {file = "hyperframe-6.0.1.tar.gz", hash = "sha256:ae510046231dc8e9ecb1a6586f63d2347bf4c8905914aa84ba585ae85f28a914"},
+]
+
 [[package]]
 name = "hyperlink"
 version = "21.0.0"
@@ -1926,39 +2186,20 @@ files = [
     {file = "imagesize-1.4.1.tar.gz", hash = "sha256:69150444affb9cb0d5cc5a92b3676f0b2fb7cd9ae39e947a5e11a36b4497cd4a"},
 ]
 
-[[package]]
-name = "importlib-metadata"
-version = "7.1.0"
-description = "Read metadata from Python packages"
-optional = false
-python-versions = ">=3.8"
-files = [
-    {file = "importlib_metadata-7.1.0-py3-none-any.whl", hash = "sha256:30962b96c0c223483ed6cc7280e7f0199feb01a0e40cfae4d4450fc6fab1f570"},
-    {file = "importlib_metadata-7.1.0.tar.gz", hash = "sha256:b78938b926ee8d5f020fc4772d487045805a55ddbad2ecf21c6d60938dc7fcd2"},
-]
-
-[package.dependencies]
-zipp = ">=0.5"
-
-[package.extras]
-docs = ["furo", "jaraco.packaging (>=9.3)", "jaraco.tidelift (>=1.4)", "rst.linker (>=1.9)", "sphinx (>=3.5)", "sphinx-lint"]
-perf = ["ipython"]
-testing = ["flufl.flake8", "importlib-resources (>=1.3)", "jaraco.test (>=5.4)", "packaging", "pyfakefs", "pytest (>=6)", "pytest-checkdocs (>=2.4)", "pytest-cov", "pytest-enabler (>=2.2)", "pytest-mypy", "pytest-perf (>=0.9.2)", "pytest-ruff (>=0.2.1)"]
-
 [[package]]
 name = "importlib-resources"
-version = "6.4.0"
+version = "6.1.3"
 description = "Read resources from Python packages"
 optional = false
 python-versions = ">=3.8"
 files = [
-    {file = "importlib_resources-6.4.0-py3-none-any.whl", hash = "sha256:50d10f043df931902d4194ea07ec57960f66a80449ff867bfe782b4c486ba78c"},
-    {file = "importlib_resources-6.4.0.tar.gz", hash = "sha256:cdb2b453b8046ca4e3798eb1d84f3cce1446a0e8e7b5ef4efb600f19fc398145"},
+    {file = "importlib_resources-6.1.3-py3-none-any.whl", hash = "sha256:4c0269e3580fe2634d364b39b38b961540a7738c02cb984e98add8b4221d793d"},
+    {file = "importlib_resources-6.1.3.tar.gz", hash = "sha256:56fb4525197b78544a3354ea27793952ab93f935bb4bf746b846bb1015020f2b"},
 ]
 
 [package.extras]
 docs = ["furo", "jaraco.packaging (>=9.3)", "jaraco.tidelift (>=1.4)", "rst.linker (>=1.9)", "sphinx (<7.2.5)", "sphinx (>=3.5)", "sphinx-lint"]
-testing = ["jaraco.test (>=5.4)", "pytest (>=6)", "pytest-checkdocs (>=2.4)", "pytest-cov", "pytest-enabler (>=2.2)", "pytest-mypy", "pytest-ruff (>=0.2.1)", "zipp (>=3.17)"]
+testing = ["jaraco.collections", "pytest (>=6)", "pytest-checkdocs (>=2.4)", "pytest-cov", "pytest-enabler (>=2.2)", "pytest-mypy", "pytest-ruff (>=0.2.1)", "zipp (>=3.17)"]
 
 [[package]]
 name = "incremental"
@@ -2180,6 +2421,21 @@ MarkupSafe = ">=2.0"
 [package.extras]
 i18n = ["Babel (>=2.7)"]
 
+[[package]]
+name = "jinja2-humanize-extension"
+version = "0.4.0"
+description = "a jinja2 extension to use humanize library inside jinja2 templates"
+optional = false
+python-versions = ">=3.0"
+files = [
+    {file = "jinja2_humanize_extension-0.4.0-py3-none-any.whl", hash = "sha256:b6326e2da0f7d425338bebf58848e830421defbce785f12ae812e65128518156"},
+    {file = "jinja2_humanize_extension-0.4.0.tar.gz", hash = "sha256:e7d69b1c20f32815bbec722330ee8af14b1287bb1c2b0afa590dbf031cadeaa0"},
+]
+
+[package.dependencies]
+humanize = ">=3.14.0"
+jinja2 = "*"
+
 [[package]]
 name = "jmespath"
 version = "1.0.1"
@@ -2202,6 +2458,20 @@ files = [
     {file = "json5-0.9.25.tar.gz", hash = "sha256:548e41b9be043f9426776f05df8635a00fe06104ea51ed24b67f908856e151ae"},
 ]
 
+[[package]]
+name = "jsonpatch"
+version = "1.33"
+description = "Apply JSON-Patches (RFC 6902)"
+optional = false
+python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*, !=3.4.*, !=3.5.*, !=3.6.*"
+files = [
+    {file = "jsonpatch-1.33-py2.py3-none-any.whl", hash = "sha256:0ae28c0cd062bbd8b8ecc26d7d164fbbea9652a1a3693f3b956c1eae5145dade"},
+    {file = "jsonpatch-1.33.tar.gz", hash = "sha256:9fcd4009c41e6d12348b4a0ff2563ba56a2923a7dfee731d004e212e1ee5030c"},
+]
+
+[package.dependencies]
+jsonpointer = ">=1.9"
+
 [[package]]
 name = "jsonpointer"
 version = "2.4"
@@ -2629,6 +2899,32 @@ files = [
     {file = "kiwisolver-1.4.5.tar.gz", hash = "sha256:e57e563a57fb22a142da34f38acc2fc1a5c864bc29ca1517a88abc963e60d6ec"},
 ]
 
+[[package]]
+name = "kubernetes"
+version = "29.0.0"
+description = "Kubernetes python client"
+optional = false
+python-versions = ">=3.6"
+files = [
+    {file = "kubernetes-29.0.0-py2.py3-none-any.whl", hash = "sha256:ab8cb0e0576ccdfb71886366efb102c6a20f268d817be065ce7f9909c631e43e"},
+    {file = "kubernetes-29.0.0.tar.gz", hash = "sha256:c4812e227ae74d07d53c88293e564e54b850452715a59a927e7e1bc6b9a60459"},
+]
+
+[package.dependencies]
+certifi = ">=14.05.14"
+google-auth = ">=1.0.1"
+oauthlib = ">=3.2.2"
+python-dateutil = ">=2.5.3"
+pyyaml = ">=5.4.1"
+requests = "*"
+requests-oauthlib = "*"
+six = ">=1.9.0"
+urllib3 = ">=1.24.2"
+websocket-client = ">=0.32.0,<0.40.0 || >0.40.0,<0.41.dev0 || >=0.43.dev0"
+
+[package.extras]
+adal = ["adal (>=1.0.2)"]
+
 [[package]]
 name = "line-profiler"
 version = "4.1.3"
@@ -2701,17 +2997,6 @@ optional-strict = ["IPython (==7.14.0)", "IPython (==7.18.0)", "IPython (==8.12.
 tests = ["coverage[toml] (>=6.1.1)", "coverage[toml] (>=6.5.0)", "coverage[toml] (>=6.5.0)", "coverage[toml] (>=6.5.0)", "coverage[toml] (>=6.5.0)", "coverage[toml] (>=7.3.0)", "pytest (>=6.2.5)", "pytest (>=7.4.4)", "pytest (>=7.4.4)", "pytest (>=7.4.4)", "pytest (>=7.4.4)", "pytest (>=7.4.4)", "pytest (>=7.4.4)", "pytest (>=7.4.4)", "pytest-cov (>=3.0.0)", "ubelt (>=1.3.4)", "xdoctest (>=1.1.3)"]
 tests-strict = ["coverage[toml] (==6.1.1)", "coverage[toml] (==6.5.0)", "coverage[toml] (==6.5.0)", "coverage[toml] (==6.5.0)", "coverage[toml] (==6.5.0)", "coverage[toml] (==7.3.0)", "pytest (==6.2.5)", "pytest (==7.4.4)", "pytest (==7.4.4)", "pytest (==7.4.4)", "pytest (==7.4.4)", "pytest (==7.4.4)", "pytest (==7.4.4)", "pytest (==7.4.4)", "pytest-cov (==3.0.0)", "ubelt (==1.3.4)", "xdoctest (==1.1.3)"]
 
-[[package]]
-name = "locket"
-version = "1.0.0"
-description = "File-based locks for Python on Linux and Windows"
-optional = false
-python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*"
-files = [
-    {file = "locket-1.0.0-py2.py3-none-any.whl", hash = "sha256:b6c819a722f7b6bd955b80781788e4a66a55628b858d347536b7e81325a3a5e3"},
-    {file = "locket-1.0.0.tar.gz", hash = "sha256:5c0d4c052a8bbbf750e056a8e65ccd309086f4f0f18a2eac306a8dfa4112a632"},
-]
-
 [[package]]
 name = "lxml"
 version = "5.2.2"
@@ -2870,6 +3155,25 @@ html5 = ["html5lib"]
 htmlsoup = ["BeautifulSoup4"]
 source = ["Cython (>=3.0.10)"]
 
+[[package]]
+name = "mako"
+version = "1.3.5"
+description = "A super-fast templating language that borrows the best ideas from the existing templating languages."
+optional = false
+python-versions = ">=3.8"
+files = [
+    {file = "Mako-1.3.5-py3-none-any.whl", hash = "sha256:260f1dbc3a519453a9c856dedfe4beb4e50bd5a26d96386cb6c80856556bb91a"},
+    {file = "Mako-1.3.5.tar.gz", hash = "sha256:48dbc20568c1d276a2698b36d968fa76161bf127194907ea6fc594fa81f943bc"},
+]
+
+[package.dependencies]
+MarkupSafe = ">=0.9.2"
+
+[package.extras]
+babel = ["Babel"]
+lingua = ["lingua"]
+testing = ["pytest"]
+
 [[package]]
 name = "markdown"
 version = "3.6"
@@ -2885,6 +3189,30 @@ files = [
 docs = ["mdx-gh-links (>=0.2)", "mkdocs (>=1.5)", "mkdocs-gen-files", "mkdocs-literate-nav", "mkdocs-nature (>=0.6)", "mkdocs-section-index", "mkdocstrings[python]"]
 testing = ["coverage", "pyyaml"]
 
+[[package]]
+name = "markdown-it-py"
+version = "3.0.0"
+description = "Python port of markdown-it. Markdown parsing, done right!"
+optional = false
+python-versions = ">=3.8"
+files = [
+    {file = "markdown-it-py-3.0.0.tar.gz", hash = "sha256:e3f60a94fa066dc52ec76661e37c851cb232d92f9886b15cb560aaada2df8feb"},
+    {file = "markdown_it_py-3.0.0-py3-none-any.whl", hash = "sha256:355216845c60bd96232cd8d8c40e8f9765cc86f46880e43a8fd22dc1a1a8cab1"},
+]
+
+[package.dependencies]
+mdurl = ">=0.1,<1.0"
+
+[package.extras]
+benchmarking = ["psutil", "pytest", "pytest-benchmark"]
+code-style = ["pre-commit (>=3.0,<4.0)"]
+compare = ["commonmark (>=0.9,<1.0)", "markdown (>=3.4,<4.0)", "mistletoe (>=1.0,<2.0)", "mistune (>=2.0,<3.0)", "panflute (>=2.3,<3.0)"]
+linkify = ["linkify-it-py (>=1,<3)"]
+plugins = ["mdit-py-plugins"]
+profiling = ["gprof2dot"]
+rtd = ["jupyter_sphinx", "mdit-py-plugins", "myst-parser", "pyyaml", "sphinx", "sphinx-copybutton", "sphinx-design", "sphinx_book_theme"]
+testing = ["coverage", "pytest", "pytest-cov", "pytest-regressions"]
+
 [[package]]
 name = "markupsafe"
 version = "2.1.5"
@@ -2954,43 +3282,6 @@ files = [
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-python-versions = ">=3.8"
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-
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-
-[[package]]
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-optional = false
-python-versions = ">=3.8"
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-tests = ["pytest"]
-
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 ]
 
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-name = "mistune"
-version = "3.0.2"
-description = "A sane and fast Markdown parser with useful plugins and renderers"
+name = "mdurl"
+version = "0.1.2"
+description = "Markdown URL utilities"
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-version = "1.0.8"
-description = "MessagePack serializer"
+name = "mistune"
+version = "3.0.2"
+description = "A sane and fast Markdown parser with useful plugins and renderers"
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+python-versions = ">=3.7"
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 [[package]]
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+[[package]]
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+version = "3.2.2"
+description = "A generic, spec-compliant, thorough implementation of the OAuth request-signing logic"
+optional = false
+python-versions = ">=3.6"
+files = [
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+
+[package.extras]
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+signals = ["blinker (>=1.4.0)"]
+signedtoken = ["cryptography (>=3.0.0)", "pyjwt (>=2.0.0,<3)"]
+
 [[package]]
 name = "odfpy"
 version = "1.4.1"
@@ -3388,6 +3641,66 @@ files = [
 [package.dependencies]
 et-xmlfile = "*"
 
+[[package]]
+name = "orjson"
+version = "3.10.6"
+description = "Fast, correct Python JSON library supporting dataclasses, datetimes, and numpy"
+optional = false
+python-versions = ">=3.8"
+files = [
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 version = "2.0.7"
@@ -4377,38 +4723,6 @@ files = [
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 python-dotenv = ">=0.9.1"
 
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-yaml = ["ruamel.yaml (>=0.17)"]
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 [[package]]
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 ]
 
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+description = "A streaming multipart parser for Python"
+optional = false
+python-versions = ">=3.8"
+files = [
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+
 [[package]]
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 version = "8.0.4"
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 ]
 
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+optional = false
+python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*"
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 [[package]]
 name = "pywin32"
 version = "306"
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 rpds-py = ">=0.7.0"
 
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 version = "2.32.2"
@@ -4794,6 +5232,24 @@ requests = ">=2.22,<3"
 [package.extras]
 fixture = ["fixtures"]
 
+[[package]]
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+description = "OAuthlib authentication support for Requests."
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+
+[package.extras]
+rsa = ["oauthlib[signedtoken] (>=3.0.0)"]
+
 [[package]]
 name = "rfc3339-validator"
 version = "0.1.4"
@@ -4819,6 +5275,24 @@ files = [
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+
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+]
+
 [[package]]
 name = "scipy"
 version = "1.13.1"
@@ -5153,6 +5718,17 @@ numpy = ">=1.14,<3"
 docs = ["matplotlib", "numpydoc (==1.1.*)", "sphinx", "sphinx-book-theme", "sphinx-remove-toctrees"]
 test = ["pytest", "pytest-cov"]
 
+[[package]]
+name = "shellingham"
+version = "1.5.4"
+description = "Tool to Detect Surrounding Shell"
+optional = false
+python-versions = ">=3.7"
+files = [
+    {file = "shellingham-1.5.4-py2.py3-none-any.whl", hash = "sha256:7ecfff8f2fd72616f7481040475a65b2bf8af90a56c89140852d1120324e8686"},
+    {file = "shellingham-1.5.4.tar.gz", hash = "sha256:8dbca0739d487e5bd35ab3ca4b36e11c4078f3a234bfce294b0a0291363404de"},
+]
+
 [[package]]
 name = "simplejson"
 version = "3.19.2"
@@ -5293,17 +5869,6 @@ files = [
     {file = "snowballstemmer-2.2.0.tar.gz", hash = "sha256:09b16deb8547d3412ad7b590689584cd0fe25ec8db3be37788be3810cbf19cb1"},
 ]
 
-[[package]]
-name = "sortedcontainers"
-version = "2.4.0"
-description = "Sorted Containers -- Sorted List, Sorted Dict, Sorted Set"
-optional = false
-python-versions = "*"
-files = [
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-]
-
 [[package]]
 name = "soupsieve"
 version = "2.5"
@@ -5585,7 +6150,7 @@ files = [
 ]
 
 [package.dependencies]
-greenlet = {version = "!=0.4.17", markers = "platform_machine == \"aarch64\" or platform_machine == \"ppc64le\" or platform_machine == \"x86_64\" or platform_machine == \"amd64\" or platform_machine == \"AMD64\" or platform_machine == \"win32\" or platform_machine == \"WIN32\""}
+greenlet = {version = "!=0.4.17", optional = true, markers = "platform_machine == \"aarch64\" or platform_machine == \"ppc64le\" or platform_machine == \"x86_64\" or platform_machine == \"amd64\" or platform_machine == \"AMD64\" or platform_machine == \"win32\" or platform_machine == \"WIN32\" or extra == \"asyncio\""}
 typing-extensions = ">=4.6.0"
 
 [package.extras]
@@ -5654,31 +6219,6 @@ doc = ["Jinja2 (==3.1.2)", "sphinx (==7.1.2)", "sphinx-rtd-theme (==1.3.0)"]
 jpype = ["jpype1"]
 test = ["pytest"]
 
-[[package]]
-name = "tabulate"
-version = "0.9.0"
-description = "Pretty-print tabular data"
-optional = false
-python-versions = ">=3.7"
-files = [
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-]
-
-[package.extras]
-widechars = ["wcwidth"]
-
-[[package]]
-name = "tblib"
-version = "3.0.0"
-description = "Traceback serialization library."
-optional = false
-python-versions = ">=3.8"
-files = [
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-]
-
 [[package]]
 name = "tenacity"
 version = "8.3.0"
@@ -5776,17 +6316,6 @@ files = [
     {file = "toml-0.10.2.tar.gz", hash = "sha256:b3bda1d108d5dd99f4a20d24d9c348e91c4db7ab1b749200bded2f839ccbe68f"},
 ]
 
-[[package]]
-name = "toolz"
-version = "0.12.1"
-description = "List processing tools and functional utilities"
-optional = false
-python-versions = ">=3.7"
-files = [
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-]
-
 [[package]]
 name = "tornado"
 version = "6.4.1"
@@ -5886,6 +6415,23 @@ files = [
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 ]
 
+[[package]]
+name = "typer"
+version = "0.12.3"
+description = "Typer, build great CLIs. Easy to code. Based on Python type hints."
+optional = false
+python-versions = ">=3.7"
+files = [
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+    {file = "typer-0.12.3.tar.gz", hash = "sha256:49e73131481d804288ef62598d97a1ceef3058905aa536a1134f90891ba35482"},
+]
+
+[package.dependencies]
+click = ">=8.0.0"
+rich = ">=10.11.0"
+shellingham = ">=1.3.0"
+typing-extensions = ">=3.7.4.3"
+
 [[package]]
 name = "types-python-dateutil"
 version = "2.9.0.20240316"
@@ -5919,6 +6465,110 @@ files = [
     {file = "tzdata-2024.1.tar.gz", hash = "sha256:2674120f8d891909751c38abcdfd386ac0a5a1127954fbc332af6b5ceae07efd"},
 ]
 
+[[package]]
+name = "tzlocal"
+version = "5.2"
+description = "tzinfo object for the local timezone"
+optional = false
+python-versions = ">=3.8"
+files = [
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+    {file = "tzlocal-5.2.tar.gz", hash = "sha256:8d399205578f1a9342816409cc1e46a93ebd5755e39ea2d85334bea911bf0e6e"},
+]
+
+[package.dependencies]
+tzdata = {version = "*", markers = "platform_system == \"Windows\""}
+
+[package.extras]
+devenv = ["check-manifest", "pytest (>=4.3)", "pytest-cov", "pytest-mock (>=3.3)", "zest.releaser"]
+
+[[package]]
+name = "ujson"
+version = "5.10.0"
+description = "Ultra fast JSON encoder and decoder for Python"
+optional = false
+python-versions = ">=3.8"
+files = [
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 version = "1.3.0"
@@ -5950,6 +6600,24 @@ h2 = ["h2 (>=4,<5)"]
 socks = ["pysocks (>=1.5.6,!=1.5.7,<2.0)"]
 zstd = ["zstandard (>=0.18.0)"]
 
+[[package]]
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+version = "0.30.1"
+description = "The lightning-fast ASGI server."
+optional = false
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+h11 = ">=0.8"
+
+[package.extras]
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+
 [[package]]
 name = "virtualenv"
 version = "20.26.2"
@@ -6072,6 +6740,87 @@ docs = ["Sphinx (>=6.0)", "myst-parser (>=2.0.0)", "sphinx-rtd-theme (>=1.1.0)"]
 optional = ["python-socks", "wsaccel"]
 test = ["websockets"]
 
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+    {file = "websockets-12.0.tar.gz", hash = "sha256:81df9cbcbb6c260de1e007e58c011bfebe2dafc8435107b0537f393dd38c8b1b"},
+]
+
 [[package]]
 name = "werkzeug"
 version = "3.0.3"
@@ -6127,32 +6876,6 @@ files = [
     {file = "XlsxWriter-3.2.0.tar.gz", hash = "sha256:9977d0c661a72866a61f9f7a809e25ebbb0fb7036baa3b9fe74afcfca6b3cb8c"},
 ]
 
-[[package]]
-name = "zict"
-version = "3.0.0"
-description = "Mutable mapping tools"
-optional = false
-python-versions = ">=3.8"
-files = [
-    {file = "zict-3.0.0-py2.py3-none-any.whl", hash = "sha256:5796e36bd0e0cc8cf0fbc1ace6a68912611c1dbd74750a3f3026b9b9d6a327ae"},
-    {file = "zict-3.0.0.tar.gz", hash = "sha256:e321e263b6a97aafc0790c3cfb3c04656b7066e6738c37fffcca95d803c9fba5"},
-]
-
-[[package]]
-name = "zipp"
-version = "3.18.2"
-description = "Backport of pathlib-compatible object wrapper for zip files"
-optional = false
-python-versions = ">=3.8"
-files = [
-    {file = "zipp-3.18.2-py3-none-any.whl", hash = "sha256:dce197b859eb796242b0622af1b8beb0a722d52aa2f57133ead08edd5bf5374e"},
-    {file = "zipp-3.18.2.tar.gz", hash = "sha256:6278d9ddbcfb1f1089a88fde84481528b07b0e10474e09dcfe53dad4069fa059"},
-]
-
-[package.extras]
-docs = ["furo", "jaraco.packaging (>=9.3)", "jaraco.tidelift (>=1.4)", "rst.linker (>=1.9)", "sphinx (>=3.5)", "sphinx-lint"]
-testing = ["big-O", "jaraco.functools", "jaraco.itertools", "jaraco.test", "more-itertools", "pytest (>=6,!=8.1.*)", "pytest-checkdocs (>=2.4)", "pytest-cov", "pytest-enabler (>=2.2)", "pytest-ignore-flaky", "pytest-mypy", "pytest-ruff (>=0.2.1)"]
-
 [[package]]
 name = "zope-interface"
 version = "6.4.post2"
@@ -6282,4 +7005,4 @@ test = ["pytest"]
 [metadata]
 lock-version = "2.0"
 python-versions = "3.11.6"
-content-hash = "c0772a8108279b6d3ed4847cac7802e5e8f74958bc5c8003e474080415d7b9c7"
+content-hash = "b038ccea9a8c8d5daea840826b60055e71975f194f84526bb9097d78f7455c63"
diff --git a/datascience/pyproject.toml b/datascience/pyproject.toml
index bb6c324061..762d831efb 100644
--- a/datascience/pyproject.toml
+++ b/datascience/pyproject.toml
@@ -27,7 +27,7 @@ geopandas = "^0.14.0"
 weasyprint = "^62.0"
 pytest-dotenv = "^0.5.2"
 css-inline = "^0.11.0"
-prefect = "^1.3"
+prefect = "^2.19"
 requests-mock = "^1.11.0"
 duckdb = "^0.10.1"
 h3 = "^3.7.6"
@@ -55,7 +55,7 @@ sphinx-rtd-theme = "^2.0.0"
 faker = "^25.9.1"
 sphinx-intl = "^2.1.0"
 sphinx-autoapi = "^3.1.2"
-prefect = {version = "1.3", extras = ["viz"]}
+prefect = {version = "2.19.7", extras = ["viz"]}
 pygeos = "^0.14"
 odfpy = "^1.4.1"
 fuzzywuzzy = "^0.18.0"