From 34ba01b42bf4a5b86c228340d1579f1b8e5bd4a4 Mon Sep 17 00:00:00 2001
From: ADBond <48208438+ADBond@users.noreply.github.com>
Date: Thu, 7 Nov 2024 10:32:50 +0000
Subject: [PATCH 1/7] update lockfile

---
 poetry.lock | 1317 +++++++++++++++++++++++++++------------------------
 1 file changed, 708 insertions(+), 609 deletions(-)

diff --git a/poetry.lock b/poetry.lock
index 36e12ec6d9..abb16e0088 100644
--- a/poetry.lock
+++ b/poetry.lock
@@ -2,27 +2,25 @@
 
 [[package]]
 name = "altair"
-version = "5.3.0"
+version = "5.4.1"
 description = "Vega-Altair: A declarative statistical visualization library for Python."
 optional = false
 python-versions = ">=3.8"
 files = [
-    {file = "altair-5.3.0-py3-none-any.whl", hash = "sha256:7084a1dab4d83c5e7e5246b92dc1b4451a6c68fd057f3716ee9d315c8980e59a"},
-    {file = "altair-5.3.0.tar.gz", hash = "sha256:5a268b1a0983b23d8f9129f819f956174aa7aea2719ed55a52eba9979b9f6675"},
+    {file = "altair-5.4.1-py3-none-any.whl", hash = "sha256:0fb130b8297a569d08991fb6fe763582e7569f8a04643bbd9212436e3be04aef"},
+    {file = "altair-5.4.1.tar.gz", hash = "sha256:0ce8c2e66546cb327e5f2d7572ec0e7c6feece816203215613962f0ec1d76a82"},
 ]
 
 [package.dependencies]
 jinja2 = "*"
 jsonschema = ">=3.0"
-numpy = "*"
+narwhals = ">=1.5.2"
 packaging = "*"
-pandas = ">=0.25"
-toolz = "*"
-typing-extensions = {version = ">=4.0.1", markers = "python_version < \"3.11\""}
+typing-extensions = {version = ">=4.10.0", markers = "python_version < \"3.13\""}
 
 [package.extras]
-all = ["altair-tiles (>=0.3.0)", "anywidget (>=0.9.0)", "pyarrow (>=11)", "vega-datasets (>=0.9.0)", "vegafusion[embed] (>=1.6.6)", "vl-convert-python (>=1.3.0)"]
-dev = ["geopandas", "hatch", "ipython", "m2r", "mypy", "pandas-stubs", "pytest", "pytest-cov", "ruff (>=0.3.0)", "types-jsonschema", "types-setuptools"]
+all = ["altair-tiles (>=0.3.0)", "anywidget (>=0.9.0)", "numpy", "pandas (>=0.25.3)", "pyarrow (>=11)", "vega-datasets (>=0.9.0)", "vegafusion[embed] (>=1.6.6)", "vl-convert-python (>=1.6.0)"]
+dev = ["geopandas", "hatch", "ibis-framework[polars]", "ipython[kernel]", "mistune", "mypy", "pandas (>=0.25.3)", "pandas-stubs", "polars (>=0.20.3)", "pytest", "pytest-cov", "pytest-xdist[psutil] (>=3.5,<4.0)", "ruff (>=0.6.0)", "types-jsonschema", "types-setuptools"]
 doc = ["docutils", "jinja2", "myst-parser", "numpydoc", "pillow (>=9,<10)", "pydata-sphinx-theme (>=0.14.1)", "scipy", "sphinx", "sphinx-copybutton", "sphinx-design", "sphinxext-altair"]
 
 [[package]]
@@ -46,21 +44,59 @@ tests-mypy = ["mypy (>=1.11.1)", "pytest-mypy-plugins"]
 
 [[package]]
 name = "awswrangler"
-version = "3.9.0"
+version = "3.9.1"
 description = "Pandas on AWS."
 optional = true
 python-versions = "<4.0,>=3.8"
 files = [
-    {file = "awswrangler-3.9.0-py3-none-any.whl", hash = "sha256:fef63579518f27eae8a3479b68fef04f55eb6dcccceaf7565ac7012ad0fc4fb3"},
-    {file = "awswrangler-3.9.0.tar.gz", hash = "sha256:d4ff3c8905cfd9be51795c4dcc80620bb01efab0ea64211767bb1505cc1be82c"},
+    {file = "awswrangler-3.9.1-py3-none-any.whl", hash = "sha256:af7d8dad0500f23657ad68b7b8adaa579e7b9679e3b4e4af9b6cde2166484095"},
+    {file = "awswrangler-3.9.1.tar.gz", hash = "sha256:93b42a7dedc34da16236e63f6454ccc06b89a95186e216eaf25d19e1667b665a"},
+]
+
+[package.dependencies]
+boto3 = ">=1.20.32,<2.0.0"
+botocore = ">=1.23.32,<2.0.0"
+numpy = {version = ">=1.18,<2.0", markers = "python_version < \"3.12\""}
+packaging = ">=21.1,<25.0"
+pandas = {version = ">=1.2.0,<3.0.0", markers = "python_version >= \"3.9\""}
+pyarrow = ">=8.0.0"
+setuptools = {version = "*", markers = "python_version >= \"3.12\""}
+typing-extensions = ">=4.4.0,<5.0.0"
+
+[package.extras]
+deltalake = ["deltalake (>=0.18.0,<0.20.0)"]
+geopandas = ["geopandas (>=0.13.2,<0.14.0)", "geopandas (>=0.14.1,<0.15.0)"]
+gremlin = ["aiohttp (>=3.9.0,<4.0.0)", "async-timeout (>=4.0.3,<5.0.0)", "gremlinpython (>=3.7.1,<4.0.0)", "requests (>=2.0.0,<3.0.0)"]
+modin = ["modin (==0.23.1post0)", "modin (>=0.31.0,<0.32.0)"]
+mysql = ["pymysql (>=1.0.0,<2.0.0)"]
+opencypher = ["requests (>=2.0.0,<3.0.0)"]
+openpyxl = ["openpyxl (>=3.0.0,<4.0.0)"]
+opensearch = ["jsonpath-ng (>=1.5.3,<2.0.0)", "opensearch-py (>=2.0.0,<3.0.0)", "requests-aws4auth (>=1.1.1,<2.0.0)"]
+oracle = ["oracledb (>=1,<3)"]
+postgres = ["pg8000 (>=1.29.0,<2.0.0)"]
+progressbar = ["progressbar2 (>=4.0.0,<5.0.0)"]
+ray = ["ray[data,default] (>=2.30.0,<3.0.0)"]
+redshift = ["redshift-connector (>=2.0.0,<3.0.0)"]
+sparql = ["SPARQLWrapper (>=2.0.0,<3.0.0)", "requests (>=2.0.0,<3.0.0)"]
+sqlserver = ["pyodbc (>=4,<6)"]
+
+[[package]]
+name = "awswrangler"
+version = "3.10.0"
+description = "Pandas on AWS."
+optional = true
+python-versions = "<4.0,>=3.8"
+files = [
+    {file = "awswrangler-3.10.0-py3-none-any.whl", hash = "sha256:6bc5d950a8932b497974dbd2363d6cd87c468a823860b5ec86d48115199c6f23"},
+    {file = "awswrangler-3.10.0.tar.gz", hash = "sha256:cccc96ff32b282a0bebe9066f3d90e66ad5697068107c7175a06e095b2cad5ec"},
 ]
 
 [package.dependencies]
 boto3 = ">=1.20.32,<2.0.0"
 botocore = ">=1.23.32,<2.0.0"
 numpy = [
-    {version = ">=1.18,<2.0", markers = "python_version < \"3.12\""},
-    {version = ">=1.26,<2.0", markers = "python_version >= \"3.12\""},
+    {version = ">=1.18,<2.0", markers = "python_version < \"3.9\""},
+    {version = ">=1.26,<3.0", markers = "python_version >= \"3.9\""},
 ]
 packaging = ">=21.1,<25.0"
 pandas = [
@@ -72,7 +108,7 @@ setuptools = {version = "*", markers = "python_version >= \"3.12\""}
 typing-extensions = ">=4.4.0,<5.0.0"
 
 [package.extras]
-deltalake = ["deltalake (>=0.18.0,<0.19.0)"]
+deltalake = ["deltalake (>=0.18.0,<0.21.0)"]
 geopandas = ["geopandas (>=0.13.2,<0.14.0)", "geopandas (>=0.14.1,<0.15.0)"]
 gremlin = ["aiohttp (>=3.9.0,<4.0.0)", "async-timeout (>=4.0.3,<5.0.0)", "gremlinpython (>=3.7.1,<4.0.0)", "requests (>=2.0.0,<3.0.0)"]
 modin = ["modin (==0.23.1post0)", "modin (>=0.31.0,<0.32.0)"]
@@ -90,17 +126,17 @@ sqlserver = ["pyodbc (>=4,<6)"]
 
 [[package]]
 name = "boto3"
-version = "1.34.156"
+version = "1.35.63"
 description = "The AWS SDK for Python"
 optional = true
 python-versions = ">=3.8"
 files = [
-    {file = "boto3-1.34.156-py3-none-any.whl", hash = "sha256:cbbd453270b8ce94ef9da60dfbb6f9ceeb3eeee226b635aa9ec44b1def98cc96"},
-    {file = "boto3-1.34.156.tar.gz", hash = "sha256:b33e9a8f8be80d3053b8418836a7c1900410b23a30c7cb040927d601a1082e68"},
+    {file = "boto3-1.35.63-py3-none-any.whl", hash = "sha256:d0f938d4f6f392b6ffc5e75fff14a42e5bbb5228675a0367c8af55398abadbec"},
+    {file = "boto3-1.35.63.tar.gz", hash = "sha256:deb593d9a0fb240deb4c43e4da8e6626d7c36be7b2fd2fe28f49d44d395b7de0"},
 ]
 
 [package.dependencies]
-botocore = ">=1.34.156,<1.35.0"
+botocore = ">=1.35.63,<1.36.0"
 jmespath = ">=0.7.1,<2.0.0"
 s3transfer = ">=0.10.0,<0.11.0"
 
@@ -109,13 +145,13 @@ crt = ["botocore[crt] (>=1.21.0,<2.0a0)"]
 
 [[package]]
 name = "botocore"
-version = "1.34.156"
+version = "1.35.63"
 description = "Low-level, data-driven core of boto 3."
 optional = true
 python-versions = ">=3.8"
 files = [
-    {file = "botocore-1.34.156-py3-none-any.whl", hash = "sha256:c48f8c8996216dfdeeb0aa6d3c0f2c7ae25234766434a2ea3e57bdc08494bdda"},
-    {file = "botocore-1.34.156.tar.gz", hash = "sha256:5d1478c41ab9681e660b3322432fe09c4055759c317984b7b8d3af9557ff769a"},
+    {file = "botocore-1.35.63-py3-none-any.whl", hash = "sha256:0ca1200694a4c0a3fa846795d8e8a08404c214e21195eb9e010c4b8a4ca78a4a"},
+    {file = "botocore-1.35.63.tar.gz", hash = "sha256:2b8196bab0a997d206c3d490b52e779ef47dffb68c57c685443f77293aca1589"},
 ]
 
 [package.dependencies]
@@ -127,7 +163,7 @@ urllib3 = [
 ]
 
 [package.extras]
-crt = ["awscrt (==0.21.2)"]
+crt = ["awscrt (==0.22.0)"]
 
 [[package]]
 name = "colorama"
@@ -142,57 +178,63 @@ files = [
 
 [[package]]
 name = "duckdb"
-version = "1.0.0"
+version = "1.1.3"
 description = "DuckDB in-process database"
 optional = false
 python-versions = ">=3.7.0"
 files = [
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 [[package]]
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 [package.extras]
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 [package.dependencies]
@@ -342,21 +399,25 @@ test-musl = ["cairocffi (>=1.2.0)", "networkx (>=2.5)", "pytest (>=7.0.1)", "pyt
 
 [[package]]
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 description = "Read resources from Python packages"
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 [package.dependencies]
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 [package.extras]
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+cover = ["pytest-cov"]
+doc = ["furo", "jaraco.packaging (>=9.3)", "jaraco.tidelift (>=1.4)", "rst.linker (>=1.9)", "sphinx (>=3.5)", "sphinx-lint"]
+enabler = ["pytest-enabler (>=2.2)"]
+test = ["jaraco.test (>=5.4)", "pytest (>=6,!=8.1.*)", "zipp (>=3.17)"]
+type = ["pytest-mypy"]
 
 [[package]]
 name = "iniconfig"
@@ -562,6 +623,25 @@ files = [
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 ]
 
+[[package]]
+name = "narwhals"
+version = "1.14.0"
+description = "Extremely lightweight compatibility layer between dataframe libraries"
+optional = false
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 [[package]]
@@ -911,33 +1005,33 @@ test = ["cffi", "hypothesis", "pandas", "pytest", "pytz"]
 
 [[package]]
 name = "pyspark"
-version = "3.5.1"
+version = "3.5.3"
 description = "Apache Spark Python API"
 optional = false
 python-versions = ">=3.8"
 files = [
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 [package.dependencies]
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 [package.extras]
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-mllib = ["numpy (>=1.15)"]
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-sql = ["numpy (>=1.15)", "pandas (>=1.0.5)", "pyarrow (>=4.0.0)"]
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+ml = ["numpy (>=1.15,<2)"]
+mllib = ["numpy (>=1.15,<2)"]
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+sql = ["numpy (>=1.15,<2)", "pandas (>=1.0.5)", "pyarrow (>=4.0.0)"]
 
 [[package]]
 name = "pytest"
-version = "8.3.2"
+version = "8.3.3"
 description = "pytest: simple powerful testing with Python"
 optional = false
 python-versions = ">=3.8"
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 ]
 
 [package.dependencies]
@@ -967,130 +1061,130 @@ six = ">=1.5"
 
 [[package]]
 name = "pytz"
-version = "2024.1"
+version = "2024.2"
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 ]
 
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 [package.extras]
@@ -1113,114 +1207,114 @@ rpds-py = ">=0.7.0"
 
 [[package]]
 name = "rpds-py"
-version = "0.20.0"
+version = "0.20.1"
 description = "Python bindings to Rust's persistent data structures (rpds)"
 optional = false
 python-versions = ">=3.8"
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 ]
 
 [package.dependencies]
@@ -1361,7 +1467,7 @@ aioodbc = ["aioodbc", "greenlet (!=0.4.17)"]
 aiosqlite = ["aiosqlite", "greenlet (!=0.4.17)", "typing_extensions (!=3.10.0.1)"]
 asyncio = ["greenlet (!=0.4.17)"]
 asyncmy = ["asyncmy (>=0.2.3,!=0.2.4,!=0.2.6)", "greenlet (!=0.4.17)"]
-mariadb-connector = ["mariadb (>=1.0.1,!=1.1.2,!=1.1.5)"]
+mariadb-connector = ["mariadb (>=1.0.1,!=1.1.2,!=1.1.5,!=1.1.10)"]
 mssql = ["pyodbc"]
 mssql-pymssql = ["pymssql"]
 mssql-pyodbc = ["pyodbc"]
@@ -1382,18 +1488,18 @@ sqlcipher = ["sqlcipher3_binary"]
 
 [[package]]
 name = "sqlglot"
-version = "25.9.0"
+version = "25.31.4"
 description = "An easily customizable SQL parser and transpiler"
 optional = false
 python-versions = ">=3.7"
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 ]
 
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-rs = ["sqlglotrs (==0.2.8)"]
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+rs = ["sqlglotrs (==0.2.14)"]
 
 [[package]]
 name = "tabulate"
@@ -1422,24 +1528,13 @@ files = [
 
 [[package]]
 name = "tomli"
-version = "2.0.1"
+version = "2.1.0"
 description = "A lil' TOML parser"
 optional = false
-python-versions = ">=3.7"
-files = [
-    {file = "tomli-2.0.1-py3-none-any.whl", hash = "sha256:939de3e7a6161af0c887ef91b7d41a53e7c5a1ca976325f429cb46ea9bc30ecc"},
-    {file = "tomli-2.0.1.tar.gz", hash = "sha256:de526c12914f0c550d15924c62d72abc48d6fe7364aa87328337a31007fe8a4f"},
-]
-
-[[package]]
-name = "toolz"
-version = "0.12.1"
-description = "List processing tools and functional utilities"
-optional = false
-python-versions = ">=3.7"
+python-versions = ">=3.8"
 files = [
-    {file = "toolz-0.12.1-py3-none-any.whl", hash = "sha256:d22731364c07d72eea0a0ad45bafb2c2937ab6fd38a3507bf55eae8744aa7d85"},
-    {file = "toolz-0.12.1.tar.gz", hash = "sha256:ecca342664893f177a13dac0e6b41cbd8ac25a358e5f215316d43e2100224f4d"},
+    {file = "tomli-2.1.0-py3-none-any.whl", hash = "sha256:a5c57c3d1c56f5ccdf89f6523458f60ef716e210fc47c4cfb188c5ba473e0391"},
+    {file = "tomli-2.1.0.tar.gz", hash = "sha256:3f646cae2aec94e17d04973e4249548320197cfabdf130015d023de4b74d8ab8"},
 ]
 
 [[package]]
@@ -1455,24 +1550,24 @@ files = [
 
 [[package]]
 name = "tzdata"
-version = "2024.1"
+version = "2024.2"
 description = "Provider of IANA time zone data"
 optional = false
 python-versions = ">=2"
 files = [
-    {file = "tzdata-2024.1-py2.py3-none-any.whl", hash = "sha256:9068bc196136463f5245e51efda838afa15aaeca9903f49050dfa2679db4d252"},
-    {file = "tzdata-2024.1.tar.gz", hash = "sha256:2674120f8d891909751c38abcdfd386ac0a5a1127954fbc332af6b5ceae07efd"},
+    {file = "tzdata-2024.2-py2.py3-none-any.whl", hash = "sha256:a48093786cdcde33cad18c2555e8532f34422074448fbc874186f0abd79565cd"},
+    {file = "tzdata-2024.2.tar.gz", hash = "sha256:7d85cc416e9382e69095b7bdf4afd9e3880418a2413feec7069d533d6b4e31cc"},
 ]
 
 [[package]]
 name = "urllib3"
-version = "1.26.19"
+version = "1.26.20"
 description = "HTTP library with thread-safe connection pooling, file post, and more."
 optional = true
 python-versions = "!=3.0.*,!=3.1.*,!=3.2.*,!=3.3.*,!=3.4.*,!=3.5.*,>=2.7"
 files = [
-    {file = "urllib3-1.26.19-py2.py3-none-any.whl", hash = "sha256:37a0344459b199fce0e80b0d3569837ec6b6937435c5244e7fd73fa6006830f3"},
-    {file = "urllib3-1.26.19.tar.gz", hash = "sha256:3e3d753a8618b86d7de333b4223005f68720bcd6a7d2bcb9fbd2229ec7c1e429"},
+    {file = "urllib3-1.26.20-py2.py3-none-any.whl", hash = "sha256:0ed14ccfbf1c30a9072c7ca157e4319b70d65f623e91e7b32fadb2853431016e"},
+    {file = "urllib3-1.26.20.tar.gz", hash = "sha256:40c2dc0c681e47eb8f90e7e27bf6ff7df2e677421fd46756da1161c39ca70d32"},
 ]
 
 [package.extras]
@@ -1482,13 +1577,13 @@ socks = ["PySocks (>=1.5.6,!=1.5.7,<2.0)"]
 
 [[package]]
 name = "urllib3"
-version = "2.2.2"
+version = "2.2.3"
 description = "HTTP library with thread-safe connection pooling, file post, and more."
 optional = true
 python-versions = ">=3.8"
 files = [
-    {file = "urllib3-2.2.2-py3-none-any.whl", hash = "sha256:a448b2f64d686155468037e1ace9f2d2199776e17f0a46610480d311f73e3472"},
-    {file = "urllib3-2.2.2.tar.gz", hash = "sha256:dd505485549a7a552833da5e6063639d0d177c04f23bc3864e41e5dc5f612168"},
+    {file = "urllib3-2.2.3-py3-none-any.whl", hash = "sha256:ca899ca043dcb1bafa3e262d73aa25c465bfb49e0bd9dd5d59f1d0acba2f8fac"},
+    {file = "urllib3-2.2.3.tar.gz", hash = "sha256:e7d814a81dad81e6caf2ec9fdedb284ecc9c73076b62654547cc64ccdcae26e9"},
 ]
 
 [package.extras]
@@ -1499,18 +1594,22 @@ zstd = ["zstandard (>=0.18.0)"]
 
 [[package]]
 name = "zipp"
-version = "3.19.2"
+version = "3.20.2"
 description = "Backport of pathlib-compatible object wrapper for zip files"
 optional = false
 python-versions = ">=3.8"
 files = [
-    {file = "zipp-3.19.2-py3-none-any.whl", hash = "sha256:f091755f667055f2d02b32c53771a7a6c8b47e1fdbc4b72a8b9072b3eef8015c"},
-    {file = "zipp-3.19.2.tar.gz", hash = "sha256:bf1dcf6450f873a13e952a29504887c89e6de7506209e5b1bcc3460135d4de19"},
+    {file = "zipp-3.20.2-py3-none-any.whl", hash = "sha256:a817ac80d6cf4b23bf7f2828b7cabf326f15a001bea8b1f9b49631780ba28350"},
+    {file = "zipp-3.20.2.tar.gz", hash = "sha256:bc9eb26f4506fda01b81bcde0ca78103b6e62f991b381fec825435c836edbc29"},
 ]
 
 [package.extras]
+check = ["pytest-checkdocs (>=2.4)", "pytest-ruff (>=0.2.1)"]
+cover = ["pytest-cov"]
 doc = ["furo", "jaraco.packaging (>=9.3)", "jaraco.tidelift (>=1.4)", "rst.linker (>=1.9)", "sphinx (>=3.5)", "sphinx-lint"]
-test = ["big-O", "importlib-resources", "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)"]
+enabler = ["pytest-enabler (>=2.2)"]
+test = ["big-O", "importlib-resources", "jaraco.functools", "jaraco.itertools", "jaraco.test", "more-itertools", "pytest (>=6,!=8.1.*)", "pytest-ignore-flaky"]
+type = ["pytest-mypy"]
 
 [extras]
 athena = ["awswrangler"]

From 446efa58fd1ee19df358f45b62180ac6e1f4a72a Mon Sep 17 00:00:00 2001
From: ADBond <48208438+ADBond@users.noreply.github.com>
Date: Mon, 11 Nov 2024 17:51:04 +0000
Subject: [PATCH 2/7] change duckdb default timestamp format

duckdb changed how it deals with timezones, and doesn't recognise 'Z' (iso-8601 utc zero-offset specifier) as a timezone. So instead let's just treat it as a literal for default purposes
---
 splink/internals/dialects.py | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/splink/internals/dialects.py b/splink/internals/dialects.py
index 2759f9623d..ce26469e15 100644
--- a/splink/internals/dialects.py
+++ b/splink/internals/dialects.py
@@ -208,7 +208,7 @@ def default_date_format(self):
 
     @property
     def default_timestamp_format(self):
-        return "%Y-%m-%dT%H:%M:%S%Z"
+        return "%Y-%m-%dT%H:%M:%SZ"
 
     def _try_parse_date_raw(self, name: str, date_format: str = None) -> str:
         if date_format is None:

From 242c360cd4710059ce3fdab9f1a2d925df466a8d Mon Sep 17 00:00:00 2001
From: ADBond <48208438+ADBond@users.noreply.github.com>
Date: Mon, 11 Nov 2024 17:58:44 +0000
Subject: [PATCH 3/7] substr -> substring

for sake of consistency let's pin dialect to duckdb also
---
 tests/test_sql_transform.py | 6 +++---
 1 file changed, 3 insertions(+), 3 deletions(-)

diff --git a/tests/test_sql_transform.py b/tests/test_sql_transform.py
index b72e7efb58..0c3beb8d9c 100644
--- a/tests/test_sql_transform.py
+++ b/tests/test_sql_transform.py
@@ -11,7 +11,7 @@
 
 
 def move_l_r_test(br, expected):
-    res = move_l_r_table_prefix_to_column_suffix(br)
+    res = move_l_r_table_prefix_to_column_suffix(br, sqlglot_dialect="duckdb")
     assert res.lower() == expected.lower()
 
 
@@ -20,8 +20,8 @@ def test_move_l_r_table_prefix_to_column_suffix():
     expected = "first_name_l = first_name_r"
     move_l_r_test(br, expected)
 
-    br = "substr(l.last_name, 1, 2) = substr(r.last_name, 1, 2)"
-    expected = "substr(last_name_l, 1, 2) = substr(last_name_r, 1, 2)"
+    br = "substring(l.last_name, 1, 2) = substring(r.last_name, 1, 2)"
+    expected = "substring(last_name_l, 1, 2) = substring(last_name_r, 1, 2)"
     move_l_r_test(br, expected)
 
     br = "l.name['first'] = r.name['first'] and levenshtein(l.dob, r.dob) < 2"

From 04fdb66bd2cfda964d77da18bdc9026e7be24f08 Mon Sep 17 00:00:00 2001
From: ADBond <48208438+ADBond@users.noreply.github.com>
Date: Mon, 18 Nov 2024 17:00:31 +0000
Subject: [PATCH 4/7] inherit generator from the Spark version

---
 splink/internals/spark/spark_helpers/custom_spark_dialect.py | 3 +--
 1 file changed, 1 insertion(+), 2 deletions(-)

diff --git a/splink/internals/spark/spark_helpers/custom_spark_dialect.py b/splink/internals/spark/spark_helpers/custom_spark_dialect.py
index ccf4c80210..e2b09c5d1e 100644
--- a/splink/internals/spark/spark_helpers/custom_spark_dialect.py
+++ b/splink/internals/spark/spark_helpers/custom_spark_dialect.py
@@ -1,6 +1,5 @@
 from sqlglot import exp
 from sqlglot.dialects import Dialect, Spark
-from sqlglot.generator import Generator as GeneratorSqlglot
 
 
 def cast_as_double_edit(self, expression):
@@ -25,7 +24,7 @@ class Parser(Spark.Parser):
             **Spark.Parser.FUNCTIONS,
         }
 
-    class Generator(GeneratorSqlglot):
+    class Generator(Spark.Generator):
         TYPE_MAPPING = {
             **Spark.Generator.TYPE_MAPPING,
         }

From 1cd97120a42515b7e7ad6df115c86af28db187ba Mon Sep 17 00:00:00 2001
From: ADBond <48208438+ADBond@users.noreply.github.com>
Date: Mon, 18 Nov 2024 17:00:45 +0000
Subject: [PATCH 5/7] correct postgres setup path

---
 scripts/postgres_docker/setup.sh | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/scripts/postgres_docker/setup.sh b/scripts/postgres_docker/setup.sh
index cc7dd64a26..7273fafa50 100755
--- a/scripts/postgres_docker/setup.sh
+++ b/scripts/postgres_docker/setup.sh
@@ -2,4 +2,4 @@
 # run from root
 
 # add -d for detached mode (run in background)
-docker-compose -f scripts/postgres/docker-compose.yaml up
+docker-compose -f scripts/postgres_docker/docker-compose.yaml up

From 7941433da6512ce3900ad1e1d0f327b2b6864abd Mon Sep 17 00:00:00 2001
From: ADBond <48208438+ADBond@users.noreply.github.com>
Date: Wed, 20 Nov 2024 09:32:48 +0000
Subject: [PATCH 6/7] register table on each mock call

this ensures the dummy frame is accessible to the db_api connexion, which is no longer guaranteed in duckdb
---
 tests/test_caching.py | 19 ++++++++++++++++---
 1 file changed, 16 insertions(+), 3 deletions(-)

diff --git a/tests/test_caching.py b/tests/test_caching.py
index ce87a1fcb4..9a0db49c94 100644
--- a/tests/test_caching.py
+++ b/tests/test_caching.py
@@ -16,15 +16,28 @@
 from tests.basic_settings import get_settings_dict
 
 df = pd.read_csv("./tests/datasets/fake_1000_from_splink_demos.csv")
-__splink__dummy_frame = pd.DataFrame(["id"])
+_dummy_pd_frame = pd.DataFrame(["id"])
 
 
 def make_mock_execute(db_api):
     # creates a mock version of linker._sql_to_splink_dataframe,
     # so we can count calls
-    dummy_splink_df = DuckDBDataFrame("template", "__splink__dummy_frame", db_api)
+    dummy_table_name = "__splink__dummy_frame"
+    dummy_splink_df = DuckDBDataFrame("template", dummy_table_name, db_api)
+
+    def register_and_return_dummy_frame(*args, **kwargs):
+        # need to make sure that the dummy frame always exist in the context
+        # we are running tests
+        # not actually interested in the frame itself, but needs to exist in
+        # connexion in case a method tries to access it
+        db_api._con.sql(
+            f"CREATE TABLE IF NOT EXISTS {dummy_table_name} AS "
+            f"SELECT * FROM _dummy_pd_frame"
+        )
+        return dummy_splink_df
+
     mock_execute = create_autospec(
-        db_api._sql_to_splink_dataframe, return_value=dummy_splink_df
+        db_api._sql_to_splink_dataframe, side_effect=register_and_return_dummy_frame
     )
     return mock_execute
 

From 14b131d8fe2f214cf1f2776ee093bfae4b1a6887 Mon Sep 17 00:00:00 2001
From: ADBond <48208438+ADBond@users.noreply.github.com>
Date: Wed, 20 Nov 2024 11:41:13 +0000
Subject: [PATCH 7/7] constrain dev pandas version

to deal with getting inconsistent pandas + numpy versions from dependency resolver for python >= 3.10
---
 poetry.lock    | 138 +++++++++++++++++++++++++++++++++++++++----------
 pyproject.toml |   7 +++
 2 files changed, 117 insertions(+), 28 deletions(-)

diff --git a/poetry.lock b/poetry.lock
index abb16e0088..1ac7a752bf 100644
--- a/poetry.lock
+++ b/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 1.8.4 and should not be changed by hand.
 
 [[package]]
 name = "altair"
@@ -95,13 +95,13 @@ files = [
 boto3 = ">=1.20.32,<2.0.0"
 botocore = ">=1.23.32,<2.0.0"
 numpy = [
-    {version = ">=1.18,<2.0", markers = "python_version < \"3.9\""},
     {version = ">=1.26,<3.0", markers = "python_version >= \"3.9\""},
+    {version = ">=1.18,<2.0", markers = "python_version < \"3.9\""},
 ]
 packaging = ">=21.1,<25.0"
 pandas = [
-    {version = ">=1.2.0,<2.1.0", markers = "python_version < \"3.9\""},
     {version = ">=1.2.0,<3.0.0", markers = "python_version >= \"3.9\""},
+    {version = ">=1.2.0,<2.1.0", markers = "python_version < \"3.9\""},
 ]
 pyarrow = ">=8.0.0"
 setuptools = {version = "*", markers = "python_version >= \"3.12\""}
@@ -126,17 +126,17 @@ sqlserver = ["pyodbc (>=4,<6)"]
 
 [[package]]
 name = "boto3"
-version = "1.35.63"
+version = "1.35.66"
 description = "The AWS SDK for Python"
 optional = true
 python-versions = ">=3.8"
 files = [
-    {file = "boto3-1.35.63-py3-none-any.whl", hash = "sha256:d0f938d4f6f392b6ffc5e75fff14a42e5bbb5228675a0367c8af55398abadbec"},
-    {file = "boto3-1.35.63.tar.gz", hash = "sha256:deb593d9a0fb240deb4c43e4da8e6626d7c36be7b2fd2fe28f49d44d395b7de0"},
+    {file = "boto3-1.35.66-py3-none-any.whl", hash = "sha256:09a610f8cf4d3c22d4ca69c1f89079e3a1c82805ce94fa0eb4ecdd4d2ba6c4bc"},
+    {file = "boto3-1.35.66.tar.gz", hash = "sha256:c392b9168b65e9c23483eaccb5b68d1f960232d7f967a1e00a045ba065ce050d"},
 ]
 
 [package.dependencies]
-botocore = ">=1.35.63,<1.36.0"
+botocore = ">=1.35.66,<1.36.0"
 jmespath = ">=0.7.1,<2.0.0"
 s3transfer = ">=0.10.0,<0.11.0"
 
@@ -145,21 +145,21 @@ crt = ["botocore[crt] (>=1.21.0,<2.0a0)"]
 
 [[package]]
 name = "botocore"
-version = "1.35.63"
+version = "1.35.66"
 description = "Low-level, data-driven core of boto 3."
 optional = true
 python-versions = ">=3.8"
 files = [
-    {file = "botocore-1.35.63-py3-none-any.whl", hash = "sha256:0ca1200694a4c0a3fa846795d8e8a08404c214e21195eb9e010c4b8a4ca78a4a"},
-    {file = "botocore-1.35.63.tar.gz", hash = "sha256:2b8196bab0a997d206c3d490b52e779ef47dffb68c57c685443f77293aca1589"},
+    {file = "botocore-1.35.66-py3-none-any.whl", hash = "sha256:d0683e9c18bb6852f768da268086c3749d925332a664db0dd1459cfa7e96e475"},
+    {file = "botocore-1.35.66.tar.gz", hash = "sha256:51f43220315f384959f02ea3266740db4d421592dd87576c18824e424b349fdb"},
 ]
 
 [package.dependencies]
 jmespath = ">=0.7.1,<2.0.0"
 python-dateutil = ">=2.1,<3.0.0"
 urllib3 = [
-    {version = ">=1.25.4,<1.27", markers = "python_version < \"3.10\""},
     {version = ">=1.25.4,<2.2.0 || >2.2.0,<3", markers = "python_version >= \"3.10\""},
+    {version = ">=1.25.4,<1.27", markers = "python_version < \"3.10\""},
 ]
 
 [package.extras]
@@ -625,13 +625,13 @@ files = [
 
 [[package]]
 name = "narwhals"
-version = "1.14.0"
+version = "1.14.1"
 description = "Extremely lightweight compatibility layer between dataframe libraries"
 optional = false
 python-versions = ">=3.8"
 files = [
-    {file = "narwhals-1.14.0-py3-none-any.whl", hash = "sha256:2498e5fa243d9e783df4f81e34fe33f0166d48f74d2db98d753e79510a6a1dd0"},
-    {file = "narwhals-1.14.0.tar.gz", hash = "sha256:950071645e6a79dfed18a82940a9ac83238f30b3c4a8f3986e01db39bd5155b6"},
+    {file = "narwhals-1.14.1-py3-none-any.whl", hash = "sha256:b737db277df174ca41b45950e50f48a738c88bd9b896398ffa8872e4e3930def"},
+    {file = "narwhals-1.14.1.tar.gz", hash = "sha256:8262d77afec11960852e3f24d250e882575d9115ce7076df20b7c3bdce1281eb"},
 ]
 
 [package.extras]
@@ -807,11 +807,7 @@ files = [
 ]
 
 [package.dependencies]
-numpy = [
-    {version = ">=1.20.3", markers = "python_version < \"3.10\""},
-    {version = ">=1.21.0", markers = "python_version >= \"3.10\" and python_version < \"3.11\""},
-    {version = ">=1.23.2", markers = "python_version >= \"3.11\""},
-]
+numpy = {version = ">=1.20.3", markers = "python_version < \"3.10\""}
 python-dateutil = ">=2.8.2"
 pytz = ">=2020.1"
 tzdata = ">=2022.1"
@@ -839,6 +835,92 @@ sql-other = ["SQLAlchemy (>=1.4.16)"]
 test = ["hypothesis (>=6.34.2)", "pytest (>=7.3.2)", "pytest-asyncio (>=0.17.0)", "pytest-xdist (>=2.2.0)"]
 xml = ["lxml (>=4.6.3)"]
 
+[[package]]
+name = "pandas"
+version = "2.2.3"
+description = "Powerful data structures for data analysis, time series, and statistics"
+optional = false
+python-versions = ">=3.9"
+files = [
+    {file = "pandas-2.2.3-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:1948ddde24197a0f7add2bdc4ca83bf2b1ef84a1bc8ccffd95eda17fd836ecb5"},
+    {file = "pandas-2.2.3-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:381175499d3802cde0eabbaf6324cce0c4f5d52ca6f8c377c29ad442f50f6348"},
+    {file = "pandas-2.2.3-cp310-cp310-manylinux2014_aarch64.manylinux_2_17_aarch64.whl", hash = "sha256:d9c45366def9a3dd85a6454c0e7908f2b3b8e9c138f5dc38fed7ce720d8453ed"},
+    {file = "pandas-2.2.3-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:86976a1c5b25ae3f8ccae3a5306e443569ee3c3faf444dfd0f41cda24667ad57"},
+    {file = "pandas-2.2.3-cp310-cp310-musllinux_1_2_aarch64.whl", hash = "sha256:b8661b0238a69d7aafe156b7fa86c44b881387509653fdf857bebc5e4008ad42"},
+    {file = "pandas-2.2.3-cp310-cp310-musllinux_1_2_x86_64.whl", hash = "sha256:37e0aced3e8f539eccf2e099f65cdb9c8aa85109b0be6e93e2baff94264bdc6f"},
+    {file = "pandas-2.2.3-cp310-cp310-win_amd64.whl", hash = "sha256:56534ce0746a58afaf7942ba4863e0ef81c9c50d3f0ae93e9497d6a41a057645"},
+    {file = "pandas-2.2.3-cp311-cp311-macosx_10_9_x86_64.whl", hash = "sha256:66108071e1b935240e74525006034333f98bcdb87ea116de573a6a0dccb6c039"},
+    {file = "pandas-2.2.3-cp311-cp311-macosx_11_0_arm64.whl", hash = "sha256:7c2875855b0ff77b2a64a0365e24455d9990730d6431b9e0ee18ad8acee13dbd"},
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+]
+
+[package.dependencies]
+numpy = [
+    {version = ">=1.22.4", markers = "python_version < \"3.11\""},
+    {version = ">=1.23.2", markers = "python_version == \"3.11\""},
+    {version = ">=1.26.0", markers = "python_version >= \"3.12\""},
+]
+python-dateutil = ">=2.8.2"
+pytz = ">=2020.1"
+tzdata = ">=2022.7"
+
+[package.extras]
+all = ["PyQt5 (>=5.15.9)", "SQLAlchemy (>=2.0.0)", "adbc-driver-postgresql (>=0.8.0)", "adbc-driver-sqlite (>=0.8.0)", "beautifulsoup4 (>=4.11.2)", "bottleneck (>=1.3.6)", "dataframe-api-compat (>=0.1.7)", "fastparquet (>=2022.12.0)", "fsspec (>=2022.11.0)", "gcsfs (>=2022.11.0)", "html5lib (>=1.1)", "hypothesis (>=6.46.1)", "jinja2 (>=3.1.2)", "lxml (>=4.9.2)", "matplotlib (>=3.6.3)", "numba (>=0.56.4)", "numexpr (>=2.8.4)", "odfpy (>=1.4.1)", "openpyxl (>=3.1.0)", "pandas-gbq (>=0.19.0)", "psycopg2 (>=2.9.6)", "pyarrow (>=10.0.1)", "pymysql (>=1.0.2)", "pyreadstat (>=1.2.0)", "pytest (>=7.3.2)", "pytest-xdist (>=2.2.0)", "python-calamine (>=0.1.7)", "pyxlsb (>=1.0.10)", "qtpy (>=2.3.0)", "s3fs (>=2022.11.0)", "scipy (>=1.10.0)", "tables (>=3.8.0)", "tabulate (>=0.9.0)", "xarray (>=2022.12.0)", "xlrd (>=2.0.1)", "xlsxwriter (>=3.0.5)", "zstandard (>=0.19.0)"]
+aws = ["s3fs (>=2022.11.0)"]
+clipboard = ["PyQt5 (>=5.15.9)", "qtpy (>=2.3.0)"]
+compression = ["zstandard (>=0.19.0)"]
+computation = ["scipy (>=1.10.0)", "xarray (>=2022.12.0)"]
+consortium-standard = ["dataframe-api-compat (>=0.1.7)"]
+excel = ["odfpy (>=1.4.1)", "openpyxl (>=3.1.0)", "python-calamine (>=0.1.7)", "pyxlsb (>=1.0.10)", "xlrd (>=2.0.1)", "xlsxwriter (>=3.0.5)"]
+feather = ["pyarrow (>=10.0.1)"]
+fss = ["fsspec (>=2022.11.0)"]
+gcp = ["gcsfs (>=2022.11.0)", "pandas-gbq (>=0.19.0)"]
+hdf5 = ["tables (>=3.8.0)"]
+html = ["beautifulsoup4 (>=4.11.2)", "html5lib (>=1.1)", "lxml (>=4.9.2)"]
+mysql = ["SQLAlchemy (>=2.0.0)", "pymysql (>=1.0.2)"]
+output-formatting = ["jinja2 (>=3.1.2)", "tabulate (>=0.9.0)"]
+parquet = ["pyarrow (>=10.0.1)"]
+performance = ["bottleneck (>=1.3.6)", "numba (>=0.56.4)", "numexpr (>=2.8.4)"]
+plot = ["matplotlib (>=3.6.3)"]
+postgresql = ["SQLAlchemy (>=2.0.0)", "adbc-driver-postgresql (>=0.8.0)", "psycopg2 (>=2.9.6)"]
+pyarrow = ["pyarrow (>=10.0.1)"]
+spss = ["pyreadstat (>=1.2.0)"]
+sql-other = ["SQLAlchemy (>=2.0.0)", "adbc-driver-postgresql (>=0.8.0)", "adbc-driver-sqlite (>=0.8.0)"]
+test = ["hypothesis (>=6.46.1)", "pytest (>=7.3.2)", "pytest-xdist (>=2.2.0)"]
+xml = ["lxml (>=4.9.2)"]
+
 [[package]]
 name = "pkgutil-resolve-name"
 version = "1.3.10"
@@ -1345,13 +1427,13 @@ files = [
 
 [[package]]
 name = "s3transfer"
-version = "0.10.3"
+version = "0.10.4"
 description = "An Amazon S3 Transfer Manager"
 optional = true
 python-versions = ">=3.8"
 files = [
-    {file = "s3transfer-0.10.3-py3-none-any.whl", hash = "sha256:263ed587a5803c6c708d3ce44dc4dfedaab4c1a32e8329bab818933d79ddcf5d"},
-    {file = "s3transfer-0.10.3.tar.gz", hash = "sha256:4f50ed74ab84d474ce614475e0b8d5047ff080810aac5d01ea25231cfc944b0c"},
+    {file = "s3transfer-0.10.4-py3-none-any.whl", hash = "sha256:244a76a24355363a68164241438de1b72f8781664920260c48465896b712a41e"},
+    {file = "s3transfer-0.10.4.tar.gz", hash = "sha256:29edc09801743c21eb5ecbc617a152df41d3c287f67b615f73e5f750583666a7"},
 ]
 
 [package.dependencies]
@@ -1362,23 +1444,23 @@ crt = ["botocore[crt] (>=1.33.2,<2.0a.0)"]
 
 [[package]]
 name = "setuptools"
-version = "75.5.0"
+version = "75.6.0"
 description = "Easily download, build, install, upgrade, and uninstall Python packages"
 optional = true
 python-versions = ">=3.9"
 files = [
-    {file = "setuptools-75.5.0-py3-none-any.whl", hash = "sha256:87cb777c3b96d638ca02031192d40390e0ad97737e27b6b4fa831bea86f2f829"},
-    {file = "setuptools-75.5.0.tar.gz", hash = "sha256:5c4ccb41111392671f02bb5f8436dfc5a9a7185e80500531b133f5775c4163ef"},
+    {file = "setuptools-75.6.0-py3-none-any.whl", hash = "sha256:ce74b49e8f7110f9bf04883b730f4765b774ef3ef28f722cce7c273d253aaf7d"},
+    {file = "setuptools-75.6.0.tar.gz", hash = "sha256:8199222558df7c86216af4f84c30e9b34a61d8ba19366cc914424cdbd28252f6"},
 ]
 
 [package.extras]
 check = ["pytest-checkdocs (>=2.4)", "pytest-ruff (>=0.2.1)", "ruff (>=0.7.0)"]
-core = ["importlib-metadata (>=6)", "jaraco.collections", "jaraco.functools (>=4)", "jaraco.text (>=3.7)", "more-itertools", "more-itertools (>=8.8)", "packaging", "packaging (>=24.2)", "platformdirs (>=4.2.2)", "tomli (>=2.0.1)", "wheel (>=0.43.0)"]
+core = ["importlib_metadata (>=6)", "jaraco.collections", "jaraco.functools (>=4)", "jaraco.text (>=3.7)", "more_itertools", "more_itertools (>=8.8)", "packaging", "packaging (>=24.2)", "platformdirs (>=4.2.2)", "tomli (>=2.0.1)", "wheel (>=0.43.0)"]
 cover = ["pytest-cov"]
 doc = ["furo", "jaraco.packaging (>=9.3)", "jaraco.tidelift (>=1.4)", "pygments-github-lexers (==0.0.5)", "pyproject-hooks (!=1.1)", "rst.linker (>=1.9)", "sphinx (>=3.5)", "sphinx-favicon", "sphinx-inline-tabs", "sphinx-lint", "sphinx-notfound-page (>=1,<2)", "sphinx-reredirects", "sphinxcontrib-towncrier", "towncrier (<24.7)"]
 enabler = ["pytest-enabler (>=2.2)"]
 test = ["build[virtualenv] (>=1.0.3)", "filelock (>=3.4.0)", "ini2toml[lite] (>=0.14)", "jaraco.develop (>=7.21)", "jaraco.envs (>=2.2)", "jaraco.path (>=3.2.0)", "jaraco.test (>=5.5)", "packaging (>=24.2)", "pip (>=19.1)", "pyproject-hooks (!=1.1)", "pytest (>=6,!=8.1.*)", "pytest-home (>=0.5)", "pytest-perf", "pytest-subprocess", "pytest-timeout", "pytest-xdist (>=3)", "tomli-w (>=1.0.0)", "virtualenv (>=13.0.0)", "wheel (>=0.44.0)"]
-type = ["importlib-metadata (>=7.0.2)", "jaraco.develop (>=7.21)", "mypy (>=1.12,<1.14)", "pytest-mypy"]
+type = ["importlib_metadata (>=7.0.2)", "jaraco.develop (>=7.21)", "mypy (>=1.12,<1.14)", "pytest-mypy"]
 
 [[package]]
 name = "six"
@@ -1620,4 +1702,4 @@ spark = ["pyspark"]
 [metadata]
 lock-version = "2.0"
 python-versions = ">=3.8.0,<4.0.0"
-content-hash = "82eb3ca8c6c624fb21a3f4e35ea0a309e512d73f06d5a567f6c4aab3462de1a8"
+content-hash = "bf16f96aed8647dd153d06067dec7ccc7b76a89ddc2428f2d1329ed613b3f78f"
diff --git a/pyproject.toml b/pyproject.toml
index 871786bf1d..04eb892dd4 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -48,6 +48,13 @@ sqlalchemy = ">=1.4.0"
 # temporarily use binary version, to avoid issues with pg_config path
 psycopg2-binary = ">=2.8.0"
 igraph = ">=0.11.2"
+# 2.2.2 is first version that supports numpy >= 2.0.0
+# if we don't constrain this, we can end up with numpy >= 2.0.0 and pandas < 2.2.2
+# particularly in pythons 3.10 and 3.11
+pandas = [
+   {version= ">1.3.5", python = ">=3.8"},
+   {version=">=2.2.2", python = ">=3.10"},
+]
 
 [tool.poetry.group.linting]
 [tool.poetry.group.linting.dependencies]