From 115b814525d889411b23d04606ea4e4141ffc80a Mon Sep 17 00:00:00 2001
From: Tom Hepworth <thomas.hepworth@justice.gov.uk>
Date: Mon, 21 Aug 2023 13:19:55 +0100
Subject: [PATCH 01/19] update pyroject to allow poetry to install all spark
 requirements

---
 pyproject.toml               | 5 +++++
 scripts/test_poetry_build.sh | 3 ++-
 2 files changed, 7 insertions(+), 1 deletion(-)

diff --git a/pyproject.toml b/pyproject.toml
index c8e5df210d..80bef805df 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -13,6 +13,7 @@ python = ">=3.7,<4.0.0"
 jsonschema = ">=3.2,<5.0"
 pandas = ">=1.0.0"
 duckdb = ">=0.8.0"
+pyspark = {version="^3.2.1", optional=true}
 # normalize issue in sqlglot - temporarily exclude updates
 sqlglot = ">=7.0.0,<11.4.2"
 altair = "^5.0.1"
@@ -56,6 +57,10 @@ nbmake = "1.3.4"
 pytest = "^7.0"
 pyspark = "^3.2.1"
 
+[tool.poetry.extras]
+pyspark = ["pyspark"]
+spark = ["pyspark"]
+
 [build-system]
 requires = ["poetry-core>=1.0.8"]
 build-backend = "poetry.core.masonry.api"
diff --git a/scripts/test_poetry_build.sh b/scripts/test_poetry_build.sh
index ff2a29bde9..d8cb57a0fb 100644
--- a/scripts/test_poetry_build.sh
+++ b/scripts/test_poetry_build.sh
@@ -15,4 +15,5 @@ folder_path="dist"
 # Use find command to get paths of all .whl files within the folder
 whl_files=$(find "$folder_path" -type f -name "*.whl")
 # pip install
-pip3 install "$whl_files"
+# pip3 install "$whl_files"
+pip3 install $whl_files'[spark]'
\ No newline at end of file

From e45f5fd6b12c71e9a8110df85fa509b11eed8a3d Mon Sep 17 00:00:00 2001
From: Tom Hepworth <thomas.hepworth@justice.gov.uk>
Date: Tue, 22 Aug 2023 14:04:14 +0100
Subject: [PATCH 02/19] Add support for postgres and athena

---
 pyproject.toml               | 5 +++++
 scripts/test_poetry_build.sh | 3 ++-
 2 files changed, 7 insertions(+), 1 deletion(-)

diff --git a/pyproject.toml b/pyproject.toml
index 80bef805df..37f4afa8bb 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -14,6 +14,9 @@ jsonschema = ">=3.2,<5.0"
 pandas = ">=1.0.0"
 duckdb = ">=0.8.0"
 pyspark = {version="^3.2.1", optional=true}
+awswrangler = {version="^3.0.0", optional=true}
+psycopg2-binary = {version=">=2.8.0", optional=true}
+sqlalchemy = {version=">=1.4.0,<2.0.0", optional=true}
 # normalize issue in sqlglot - temporarily exclude updates
 sqlglot = ">=7.0.0,<11.4.2"
 altair = "^5.0.1"
@@ -60,6 +63,8 @@ pyspark = "^3.2.1"
 [tool.poetry.extras]
 pyspark = ["pyspark"]
 spark = ["pyspark"]
+athena = ["awswrangler"]
+postgres = ["sqlalchemy", "psycopg2-binary"]
 
 [build-system]
 requires = ["poetry-core>=1.0.8"]
diff --git a/scripts/test_poetry_build.sh b/scripts/test_poetry_build.sh
index d8cb57a0fb..9916707f76 100644
--- a/scripts/test_poetry_build.sh
+++ b/scripts/test_poetry_build.sh
@@ -16,4 +16,5 @@ folder_path="dist"
 whl_files=$(find "$folder_path" -type f -name "*.whl")
 # pip install
 # pip3 install "$whl_files"
-pip3 install $whl_files'[spark]'
\ No newline at end of file
+# pip3 install $whl_files'[spark]'
+pip3 install $whl_files'[postgres]'
\ No newline at end of file

From 1b5a2c09f46192f80b731cff4d52dd9a170ae2c8 Mon Sep 17 00:00:00 2001
From: Tom Hepworth <45356472+ThomasHepworth@users.noreply.github.com>
Date: Tue, 22 Aug 2023 14:28:09 +0100
Subject: [PATCH 03/19] add backend installs to the README

---
 README.md | 27 +++++++++++++++++++++++++++
 1 file changed, 27 insertions(+)

diff --git a/README.md b/README.md
index 4779e7ae2b..607387cae2 100644
--- a/README.md
+++ b/README.md
@@ -70,6 +70,33 @@ or, if you prefer, you can instead install splink using conda:
 conda install -c conda-forge splink
 ```
 
+#### Backend Specific Installs
+
+From Splink v3.9.7, you can now install the required packages for a specific splink backend by adding the `[<version>]` to the end of your `pip install`.
+
+<details>
+<summary>The following backends are supported:</summary>
+
+<br>
+
+**Spark**
+```sh
+pip install 'splink[spark]'
+```
+
+**Athena**
+```sh
+pip install 'splink[athena]'
+```
+
+**PostgreSQL**
+```sh
+pip install 'splink[postgres]'
+```
+</details>
+
+
+#### DuckDBLess Splink
 Should you require a more bare-bones version of Splink **without DuckDB**, please see the following area of the docs:
 > [DuckDBless Splink Installation](https://moj-analytical-services.github.io/splink/installations.html#duckdb-less-installation)
 

From 6ac91ebbabf11f70cda7e05da2810d652f64a043 Mon Sep 17 00:00:00 2001
From: Tom Hepworth <45356472+ThomasHepworth@users.noreply.github.com>
Date: Tue, 22 Aug 2023 14:36:36 +0100
Subject: [PATCH 04/19] version -> backend

---
 README.md | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/README.md b/README.md
index 607387cae2..58a1fcdf5f 100644
--- a/README.md
+++ b/README.md
@@ -72,7 +72,7 @@ conda install -c conda-forge splink
 
 #### Backend Specific Installs
 
-From Splink v3.9.7, you can now install the required packages for a specific splink backend by adding the `[<version>]` to the end of your `pip install`.
+From Splink v3.9.7, you can now install the required packages for a specific splink backend by adding the `[<backend>]` to the end of your `pip install`.
 
 <details>
 <summary>The following backends are supported:</summary>

From 2c297ec08b136077a25615ef5a9d7cf5c4b1d793 Mon Sep 17 00:00:00 2001
From: Tom Hepworth <thomas.hepworth@justice.gov.uk>
Date: Tue, 22 Aug 2023 14:57:04 +0100
Subject: [PATCH 05/19] add backend specific install notes to `getting_started`

---
 docs/getting_started.md | 23 +++++++++++++++++++++++
 1 file changed, 23 insertions(+)

diff --git a/docs/getting_started.md b/docs/getting_started.md
index e2052de3cf..79351b9eae 100644
--- a/docs/getting_started.md
+++ b/docs/getting_started.md
@@ -18,6 +18,29 @@ or if you prefer, you can instead install splink using conda:
 conda install -c conda-forge splink
 ```
 
+??? "Backend Specific Installs"
+    ### Backend Specific Installs
+    From Splink v3.9.7, packages required by specific splink backends can be optionally installed by adding the `[<backend>]` suffix to the end of your pip install.
+
+    **Note** that SQLite and DuckDB come packaged with Splink and cannot be optionally installed.
+
+    The following backends are supported:
+
+    === ":simple-apachespark: Spark"
+    ```sh
+    pip install 'splink[spark]'
+    ```
+
+    === ":simple-amazonaws: Athena"
+    ```sh
+    pip install 'splink[athena]'
+    ```
+
+    === ":simple-postgresql: PostgreSql"
+    ```sh
+    pip install 'splink[postgres]'
+    ```
+
 ??? "DuckDB-less Installation"
     ### DuckDB-less Installation
     Should you be unable to install `DuckDB` to your local machine, you can still run `Splink` without the `DuckDB` dependency using a small workaround.

From e529c6a54ad89ba48c15303a602c326e627d3731 Mon Sep 17 00:00:00 2001
From: Tom Hepworth <45356472+ThomasHepworth@users.noreply.github.com>
Date: Tue, 22 Aug 2023 14:59:34 +0100
Subject: [PATCH 06/19] Update README with notes on how to install packages for
 different backends

---
 README.md | 12 +++++++-----
 1 file changed, 7 insertions(+), 5 deletions(-)

diff --git a/README.md b/README.md
index 58a1fcdf5f..666cb7de82 100644
--- a/README.md
+++ b/README.md
@@ -70,15 +70,17 @@ or, if you prefer, you can instead install splink using conda:
 conda install -c conda-forge splink
 ```
 
-#### Backend Specific Installs
-
-From Splink v3.9.7, you can now install the required packages for a specific splink backend by adding the `[<backend>]` to the end of your `pip install`.
-
 <details>
-<summary>The following backends are supported:</summary>
+<summary><b>Backend Specific Installs</b></summary>
 
 <br>
 
+From Splink v3.9.7, packages required by specific splink backends can be optionally installed by adding the `[<backend>]` suffix to the end of your `pip install`.
+
+**Note** - As SQLite and DuckDB come packaged with Splink, they cannot be optionally installed.
+
+Backends supported by optional installs:
+
 **Spark**
 ```sh
 pip install 'splink[spark]'

From 84093e28d894ded961b315d892dfa39698c0dbe5 Mon Sep 17 00:00:00 2001
From: Ross Kennedy <ross.kennedy@digital.justice.gov.uk>
Date: Mon, 4 Sep 2023 17:37:17 +0100
Subject: [PATCH 07/19] indent getting started

---
 docs/getting_started.md | 18 +++++++++---------
 1 file changed, 9 insertions(+), 9 deletions(-)

diff --git a/docs/getting_started.md b/docs/getting_started.md
index 79351b9eae..fbfebdb291 100644
--- a/docs/getting_started.md
+++ b/docs/getting_started.md
@@ -27,19 +27,19 @@ conda install -c conda-forge splink
     The following backends are supported:
 
     === ":simple-apachespark: Spark"
-    ```sh
-    pip install 'splink[spark]'
-    ```
+        ```sh
+        pip install 'splink[spark]'
+        ```
 
     === ":simple-amazonaws: Athena"
-    ```sh
-    pip install 'splink[athena]'
-    ```
+        ```sh
+        pip install 'splink[athena]'
+        ```
 
     === ":simple-postgresql: PostgreSql"
-    ```sh
-    pip install 'splink[postgres]'
-    ```
+        ```sh
+        pip install 'splink[postgres]'
+        ```
 
 ??? "DuckDB-less Installation"
     ### DuckDB-less Installation

From 7fc562b0c932f3a1a94f93c600b632dd0f28dcdd Mon Sep 17 00:00:00 2001
From: Tom Hepworth <thomas.hepworth@justice.gov.uk>
Date: Tue, 12 Sep 2023 14:08:09 +0100
Subject: [PATCH 08/19] drop support for py 3.7

---
 pyproject.toml | 9 ++++-----
 1 file changed, 4 insertions(+), 5 deletions(-)

diff --git a/pyproject.toml b/pyproject.toml
index 37f4afa8bb..f092a4a6e6 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -9,12 +9,12 @@ repository = "https://github.com/moj-analytical-services/splink"
 readme = "README.md"
 
 [tool.poetry.dependencies]
-python = ">=3.7,<4.0.0"
+python = ">=3.8,<4.0.0"
 jsonschema = ">=3.2,<5.0"
-pandas = ">=1.0.0"
+pandas = ">=1.2.0"
 duckdb = ">=0.8.0"
 pyspark = {version="^3.2.1", optional=true}
-awswrangler = {version="^3.0.0", optional=true}
+awswrangler = {version=">=3.0.0,<4.0.0", optional=true}
 psycopg2-binary = {version=">=2.8.0", optional=true}
 sqlalchemy = {version=">=1.4.0,<2.0.0", optional=true}
 # normalize issue in sqlglot - temporarily exclude updates
@@ -54,7 +54,7 @@ lzstring = "1.0.4"
 [tool.poetry.group.demos.dependencies]
 importlib-resources = "5.4.0"
 jupyterlab = "3.6.1"
-pyarrow = "7.0.0"
+pyarrow = "^7.0.0"
 ipywidgets = "8.0.4"
 nbmake = "1.3.4"
 pytest = "^7.0"
@@ -63,7 +63,6 @@ pyspark = "^3.2.1"
 [tool.poetry.extras]
 pyspark = ["pyspark"]
 spark = ["pyspark"]
-athena = ["awswrangler"]
 postgres = ["sqlalchemy", "psycopg2-binary"]
 
 [build-system]

From e7dbf3ed4a9a98137015690ff05de9197f41b81b Mon Sep 17 00:00:00 2001
From: Tom Hepworth <thomas.hepworth@justice.gov.uk>
Date: Tue, 12 Sep 2023 14:12:54 +0100
Subject: [PATCH 09/19] adjust tests to run on py 3.8 and up

---
 .github/workflows/pytest_postgres.yml             | 2 +-
 .github/workflows/pytest_run_tests_with_cache.yml | 2 +-
 2 files changed, 2 insertions(+), 2 deletions(-)

diff --git a/.github/workflows/pytest_postgres.yml b/.github/workflows/pytest_postgres.yml
index fca422a655..1bf9fc751a 100644
--- a/.github/workflows/pytest_postgres.yml
+++ b/.github/workflows/pytest_postgres.yml
@@ -10,7 +10,7 @@ jobs:
     runs-on: ubuntu-20.04
     strategy:
       matrix:
-        python-version: [ "3.7.15", "3.8.16", "3.9.10" ]
+        python-version: [ "3.8.16", "3.9.10" ]
     services:
       pg_splink_ci:
         image: postgres
diff --git a/.github/workflows/pytest_run_tests_with_cache.yml b/.github/workflows/pytest_run_tests_with_cache.yml
index 0ef61ff953..fac3083151 100644
--- a/.github/workflows/pytest_run_tests_with_cache.yml
+++ b/.github/workflows/pytest_run_tests_with_cache.yml
@@ -10,7 +10,7 @@ jobs:
     runs-on: ubuntu-20.04
     strategy:
       matrix:
-        python-version: [ "3.7.15", "3.8.16", "3.9.10" ]
+        python-version: [ "3.8.16", "3.9.10" ]
     name: Run tests with python verion ${{ matrix.python-version }}
     steps:
       #----------------------------------------------

From d09d1bc59d1b56159496a2212fc2ecbe75e43617 Mon Sep 17 00:00:00 2001
From: Tom Hepworth <thomas.hepworth@justice.gov.uk>
Date: Tue, 12 Sep 2023 14:13:18 +0100
Subject: [PATCH 10/19] update lock file

---
 poetry.lock | 1426 +++++++++++++++++++++++++++++++--------------------
 1 file changed, 864 insertions(+), 562 deletions(-)

diff --git a/poetry.lock b/poetry.lock
index 62742b558e..b63f6549c1 100644
--- a/poetry.lock
+++ b/poetry.lock
@@ -24,60 +24,56 @@ files = [
     {file = "aiosqlite-0.19.0.tar.gz", hash = "sha256:95ee77b91c8d2808bd08a59fbebf66270e9090c3d92ffbf260dc0db0b979577d"},
 ]
 
-[package.dependencies]
-typing_extensions = {version = ">=4.0", markers = "python_version < \"3.8\""}
-
 [package.extras]
 dev = ["aiounittest (==1.4.1)", "attribution (==1.6.2)", "black (==23.3.0)", "coverage[toml] (==7.2.3)", "flake8 (==5.0.4)", "flake8-bugbear (==23.3.12)", "flit (==3.7.1)", "mypy (==1.2.0)", "ufmt (==2.1.0)", "usort (==1.0.6)"]
 docs = ["sphinx (==6.1.3)", "sphinx-mdinclude (==0.5.3)"]
 
 [[package]]
 name = "altair"
-version = "5.0.1"
+version = "5.1.1"
 description = "Vega-Altair: A declarative statistical visualization library for Python."
 category = "main"
 optional = false
-python-versions = ">=3.7"
+python-versions = ">=3.8"
 files = [
-    {file = "altair-5.0.1-py3-none-any.whl", hash = "sha256:9f3552ed5497d4dfc14cf48a76141d8c29ee56eae2873481b4b28134268c9bbe"},
-    {file = "altair-5.0.1.tar.gz", hash = "sha256:087d7033cb2d6c228493a053e12613058a5d47faf6a36aea3ff60305fd8b4cb0"},
+    {file = "altair-5.1.1-py3-none-any.whl", hash = "sha256:bb421459b53c80ad45f2bd009c87da2a81165b8f7d5a90658e0fc1ffc741bf34"},
+    {file = "altair-5.1.1.tar.gz", hash = "sha256:ad6cd6983c8db69a34dd68e42653f6172b7fc3775b7190005107f1b4fc60d64d"},
 ]
 
 [package.dependencies]
-importlib-metadata = {version = "*", markers = "python_version < \"3.8\""}
 jinja2 = "*"
 jsonschema = ">=3.0"
 numpy = "*"
-pandas = ">=0.18"
+packaging = "*"
+pandas = ">=0.25"
 toolz = "*"
 typing-extensions = {version = ">=4.0.1", markers = "python_version < \"3.11\""}
 
 [package.extras]
-dev = ["black (<24)", "hatch", "ipython", "m2r", "mypy", "pandas-stubs", "pytest", "pytest-cov", "ruff", "types-jsonschema", "types-setuptools", "vega-datasets", "vl-convert-python"]
-doc = ["docutils", "geopandas", "jinja2", "myst-parser", "numpydoc", "pillow", "pydata-sphinx-theme", "sphinx", "sphinx-copybutton", "sphinx-design", "sphinxext-altair"]
+dev = ["anywidget", "black (<24)", "hatch", "ipython", "m2r", "mypy", "pandas-stubs", "pyarrow (>=11)", "pytest", "pytest-cov", "ruff", "types-jsonschema", "types-setuptools", "vega-datasets", "vegafusion[embed] (>=1.4.0)", "vl-convert-python (>=0.13.0)"]
+doc = ["docutils", "geopandas", "jinja2", "myst-parser", "numpydoc", "pillow (>=9,<10)", "pydata-sphinx-theme", "sphinx", "sphinx-copybutton", "sphinx-design", "sphinxext-altair"]
 
 [[package]]
 name = "anyio"
-version = "3.7.1"
+version = "4.0.0"
 description = "High level compatibility layer for multiple asynchronous event loop implementations"
 category = "dev"
 optional = false
-python-versions = ">=3.7"
+python-versions = ">=3.8"
 files = [
-    {file = "anyio-3.7.1-py3-none-any.whl", hash = "sha256:91dee416e570e92c64041bd18b900d1d6fa78dff7048769ce5ac5ddad004fbb5"},
-    {file = "anyio-3.7.1.tar.gz", hash = "sha256:44a3c9aba0f5defa43261a8b3efb97891f2bd7d804e0e1f56419befa1adfc780"},
+    {file = "anyio-4.0.0-py3-none-any.whl", hash = "sha256:cfdb2b588b9fc25ede96d8db56ed50848b0b649dca3dd1df0b11f683bb9e0b5f"},
+    {file = "anyio-4.0.0.tar.gz", hash = "sha256:f7ed51751b2c2add651e5747c891b47e26d2a21be5d32d9311dfe9692f3e5d7a"},
 ]
 
 [package.dependencies]
-exceptiongroup = {version = "*", markers = "python_version < \"3.11\""}
+exceptiongroup = {version = ">=1.0.2", markers = "python_version < \"3.11\""}
 idna = ">=2.8"
 sniffio = ">=1.1"
-typing-extensions = {version = "*", markers = "python_version < \"3.8\""}
 
 [package.extras]
-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)"]
+doc = ["Sphinx (>=7)", "packaging", "sphinx-autodoc-typehints (>=1.2.0)"]
+test = ["anyio[trio]", "coverage[toml] (>=7)", "hypothesis (>=4.0)", "psutil (>=5.9)", "pytest (>=7.0)", "pytest-mock (>=3.6.1)", "trustme", "uvloop (>=0.17)"]
+trio = ["trio (>=0.22)"]
 
 [[package]]
 name = "appnope"
@@ -93,24 +89,24 @@ files = [
 
 [[package]]
 name = "argon2-cffi"
-version = "21.3.0"
-description = "The secure Argon2 password hashing algorithm."
+version = "23.1.0"
+description = "Argon2 for Python"
 category = "dev"
 optional = false
-python-versions = ">=3.6"
+python-versions = ">=3.7"
 files = [
-    {file = "argon2-cffi-21.3.0.tar.gz", hash = "sha256:d384164d944190a7dd7ef22c6aa3ff197da12962bd04b17f64d4e93d934dba5b"},
-    {file = "argon2_cffi-21.3.0-py3-none-any.whl", hash = "sha256:8c976986f2c5c0e5000919e6de187906cfd81fb1c72bf9d88c01177e77da7f80"},
+    {file = "argon2_cffi-23.1.0-py3-none-any.whl", hash = "sha256:c670642b78ba29641818ab2e68bd4e6a78ba53b7eff7b4c3815ae16abf91c7ea"},
+    {file = "argon2_cffi-23.1.0.tar.gz", hash = "sha256:879c3e79a2729ce768ebb7d36d4609e3a78a4ca2ec3a9f12286ca057e3d0db08"},
 ]
 
 [package.dependencies]
 argon2-cffi-bindings = "*"
-typing-extensions = {version = "*", markers = "python_version < \"3.8\""}
 
 [package.extras]
-dev = ["cogapp", "coverage[toml] (>=5.0.2)", "furo", "hypothesis", "pre-commit", "pytest", "sphinx", "sphinx-notfound-page", "tomli"]
-docs = ["furo", "sphinx", "sphinx-notfound-page"]
-tests = ["coverage[toml] (>=5.0.2)", "hypothesis", "pytest"]
+dev = ["argon2-cffi[tests,typing]", "tox (>4)"]
+docs = ["furo", "myst-parser", "sphinx", "sphinx-copybutton", "sphinx-notfound-page"]
+tests = ["hypothesis", "pytest"]
+typing = ["mypy"]
 
 [[package]]
 name = "argon2-cffi-bindings"
@@ -164,7 +160,24 @@ files = [
 
 [package.dependencies]
 python-dateutil = ">=2.7.0"
-typing-extensions = {version = "*", markers = "python_version < \"3.8\""}
+
+[[package]]
+name = "asttokens"
+version = "2.4.0"
+description = "Annotate AST trees with source code positions"
+category = "dev"
+optional = false
+python-versions = "*"
+files = [
+    {file = "asttokens-2.4.0-py2.py3-none-any.whl", hash = "sha256:cf8fc9e61a86461aa9fb161a14a0841a03c405fa829ac6b202670b3495d2ce69"},
+    {file = "asttokens-2.4.0.tar.gz", hash = "sha256:2e0171b991b2c959acc6c49318049236844a5da1d65ba2672c4880c1c894834e"},
+]
+
+[package.dependencies]
+six = ">=1.12.0"
+
+[package.extras]
+test = ["astroid", "pytest"]
 
 [[package]]
 name = "attrs"
@@ -178,9 +191,6 @@ files = [
     {file = "attrs-23.1.0.tar.gz", hash = "sha256:6279836d581513a26f1bf235f9acd333bc9115683f14f7e8fae46c98fc50e015"},
 ]
 
-[package.dependencies]
-importlib-metadata = {version = "*", markers = "python_version < \"3.8\""}
-
 [package.extras]
 cov = ["attrs[tests]", "coverage[toml] (>=5.3)"]
 dev = ["attrs[docs,tests]", "pre-commit"]
@@ -188,6 +198,44 @@ docs = ["furo", "myst-parser", "sphinx", "sphinx-notfound-page", "sphinxcontrib-
 tests = ["attrs[tests-no-zope]", "zope-interface"]
 tests-no-zope = ["cloudpickle", "hypothesis", "mypy (>=1.1.1)", "pympler", "pytest (>=4.3.0)", "pytest-mypy-plugins", "pytest-xdist[psutil]"]
 
+[[package]]
+name = "awswrangler"
+version = "3.4.0"
+description = "Pandas on AWS."
+category = "main"
+optional = true
+python-versions = ">=3.8,<4.0"
+files = [
+    {file = "awswrangler-3.4.0-py3-none-any.whl", hash = "sha256:9fb10d8bea5b1e500ba17c930638eeca074b628a128e201b5774f1a9c0db831b"},
+    {file = "awswrangler-3.4.0.tar.gz", hash = "sha256:0cd15ce0d5bad4e001f687af312054199b3245a4b7d9504b375962f77bca79e4"},
+]
+
+[package.dependencies]
+boto3 = ">=1.20.32,<2.0.0"
+botocore = ">=1.23.32,<2.0.0"
+numpy = ">=1.18,<2.0"
+packaging = ">=21.1,<24.0"
+pandas = ">=1.2.0,<3.0.0"
+pyarrow = ">=7.0.0"
+typing-extensions = ">=4.4.0,<5.0.0"
+
+[package.extras]
+deltalake = ["deltalake (>=0.6.4,<0.11.0)"]
+geopandas = ["geopandas (>=0.13.2,<0.14.0)"]
+gremlin = ["gremlinpython (>=3.6.2,<4.0.0)", "requests (>=2.0.0,<3.0.0)"]
+modin = ["modin (>=0.23.0,<0.24.0)"]
+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 (>=1.0.0,<2.0.0)"]
+postgres = ["pg8000 (>=1.29.0,<2.0.0)"]
+progressbar = ["progressbar2 (>=4.0.0,<5.0.0)"]
+ray = ["ray[data,default] (>=2.0.0,<2.7.0)"]
+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 (>=4.0.0,<5.0.0)"]
+
 [[package]]
 name = "babel"
 version = "2.12.1"
@@ -273,7 +321,6 @@ mypy-extensions = ">=0.4.3"
 pathspec = ">=0.9.0"
 platformdirs = ">=2"
 tomli = {version = ">=1.1.0", markers = "python_full_version < \"3.11.0a7\""}
-typed-ast = {version = ">=1.4.2", markers = "python_version < \"3.8\" and implementation_name == \"cpython\""}
 typing-extensions = {version = ">=3.10.0.0", markers = "python_version < \"3.10\""}
 
 [package.extras]
@@ -302,17 +349,45 @@ webencodings = "*"
 css = ["tinycss2 (>=1.1.0,<1.2)"]
 
 [[package]]
-name = "cached-property"
-version = "1.5.2"
-description = "A decorator for caching properties in classes."
-category = "dev"
-optional = false
-python-versions = "*"
+name = "boto3"
+version = "1.28.45"
+description = "The AWS SDK for Python"
+category = "main"
+optional = true
+python-versions = ">= 3.7"
 files = [
-    {file = "cached-property-1.5.2.tar.gz", hash = "sha256:9fa5755838eecbb2d234c3aa390bd80fbd3ac6b6869109bfc1b499f7bd89a130"},
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+    {file = "boto3-1.28.45-py3-none-any.whl", hash = "sha256:682abbd304e93e726163d7de7448c1bf88108c72cf6a23dceb6bba86fdc86dff"},
+    {file = "boto3-1.28.45.tar.gz", hash = "sha256:4ee914266c9bed16978677a367fd05053d8dcaddcbe998c9df30787ab73f87aa"},
 ]
 
+[package.dependencies]
+botocore = ">=1.31.45,<1.32.0"
+jmespath = ">=0.7.1,<2.0.0"
+s3transfer = ">=0.6.0,<0.7.0"
+
+[package.extras]
+crt = ["botocore[crt] (>=1.21.0,<2.0a0)"]
+
+[[package]]
+name = "botocore"
+version = "1.31.45"
+description = "Low-level, data-driven core of boto 3."
+category = "main"
+optional = true
+python-versions = ">= 3.7"
+files = [
+    {file = "botocore-1.31.45-py3-none-any.whl", hash = "sha256:cceb150cff1d7f7a6faf655510a8384eb4505a33b430495fe1744d03a70dc66a"},
+    {file = "botocore-1.31.45.tar.gz", hash = "sha256:85ff64a0ac2705c4ba36268c3b2dbc1184062e9cf729a89dd66c2f54f730fc79"},
+]
+
+[package.dependencies]
+jmespath = ">=0.7.1,<2.0.0"
+python-dateutil = ">=2.1,<3.0.0"
+urllib3 = ">=1.25.4,<1.27"
+
+[package.extras]
+crt = ["awscrt (==0.16.26)"]
+
 [[package]]
 name = "certifi"
 version = "2023.7.22"
@@ -489,19 +564,18 @@ files = [
 
 [[package]]
 name = "click"
-version = "8.1.6"
+version = "8.1.7"
 description = "Composable command line interface toolkit"
 category = "dev"
 optional = false
 python-versions = ">=3.7"
 files = [
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+    {file = "click-8.1.7-py3-none-any.whl", hash = "sha256:ae74fb96c20a0277a1d615f1e4d73c8414f5a98db8b799a7931d1582f3390c28"},
+    {file = "click-8.1.7.tar.gz", hash = "sha256:ca9853ad459e787e2192211578cc907e7594e294c7ccc834310722b41b9ca6de"},
 ]
 
 [package.dependencies]
 colorama = {version = "*", markers = "platform_system == \"Windows\""}
-importlib-metadata = {version = "*", markers = "python_version < \"3.8\""}
 
 [[package]]
 name = "colorama"
@@ -515,32 +589,56 @@ files = [
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 ]
 
+[[package]]
+name = "comm"
+version = "0.1.4"
+description = "Jupyter Python Comm implementation, for usage in ipykernel, xeus-python etc."
+category = "dev"
+optional = false
+python-versions = ">=3.6"
+files = [
+    {file = "comm-0.1.4-py3-none-any.whl", hash = "sha256:6d52794cba11b36ed9860999cd10fd02d6b2eac177068fdd585e1e2f8a96e67a"},
+    {file = "comm-0.1.4.tar.gz", hash = "sha256:354e40a59c9dd6db50c5cc6b4acc887d82e9603787f83b68c01a80a923984d15"},
+]
+
+[package.dependencies]
+traitlets = ">=4"
+
+[package.extras]
+lint = ["black (>=22.6.0)", "mdformat (>0.7)", "mdformat-gfm (>=0.3.5)", "ruff (>=0.0.156)"]
+test = ["pytest"]
+typing = ["mypy (>=0.990)"]
+
 [[package]]
 name = "debugpy"
-version = "1.6.7"
+version = "1.7.0"
 description = "An implementation of the Debug Adapter Protocol for Python"
 category = "dev"
 optional = false
 python-versions = ">=3.7"
 files = [
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+    {file = "debugpy-1.7.0-cp39-cp39-win32.whl", hash = "sha256:18bca8429d6632e2d3435055416d2d88f0309cc39709f4f6355c8d412cc61f24"},
+    {file = "debugpy-1.7.0-cp39-cp39-win_amd64.whl", hash = "sha256:dc8a12ac8b97ef3d6973c6679a093138c7c9b03eb685f0e253269a195f651559"},
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+    {file = "debugpy-1.7.0.zip", hash = "sha256:676911c710e85567b17172db934a71319ed9d995104610ce23fd74a07f66e6f6"},
 ]
 
 [[package]]
@@ -630,31 +728,34 @@ files = [
 ]
 
 [[package]]
-name = "entrypoints"
-version = "0.4"
-description = "Discover and load entry points from installed packages."
+name = "exceptiongroup"
+version = "1.1.3"
+description = "Backport of PEP 654 (exception groups)"
 category = "dev"
 optional = false
-python-versions = ">=3.6"
+python-versions = ">=3.7"
 files = [
-    {file = "entrypoints-0.4-py3-none-any.whl", hash = "sha256:f174b5ff827504fd3cd97cc3f8649f3693f51538c7e4bdf3ef002c8429d42f9f"},
-    {file = "entrypoints-0.4.tar.gz", hash = "sha256:b706eddaa9218a19ebcd67b56818f05bb27589b1ca9e8d797b74affad4ccacd4"},
+    {file = "exceptiongroup-1.1.3-py3-none-any.whl", hash = "sha256:343280667a4585d195ca1cf9cef84a4e178c4b6cf2274caef9859782b567d5e3"},
+    {file = "exceptiongroup-1.1.3.tar.gz", hash = "sha256:097acd85d473d75af5bb98e41b61ff7fe35efe6675e4f9370ec6ec5126d160e9"},
 ]
 
+[package.extras]
+test = ["pytest (>=6)"]
+
 [[package]]
-name = "exceptiongroup"
-version = "1.1.2"
-description = "Backport of PEP 654 (exception groups)"
+name = "executing"
+version = "1.2.0"
+description = "Get the currently executing AST node of a frame, and other information"
 category = "dev"
 optional = false
-python-versions = ">=3.7"
+python-versions = "*"
 files = [
-    {file = "exceptiongroup-1.1.2-py3-none-any.whl", hash = "sha256:e346e69d186172ca7cf029c8c1d16235aa0e04035e5750b4b95039e65204328f"},
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+    {file = "executing-1.2.0-py2.py3-none-any.whl", hash = "sha256:0314a69e37426e3608aada02473b4161d4caf5a4b244d1d0c48072b8fee7bacc"},
+    {file = "executing-1.2.0.tar.gz", hash = "sha256:19da64c18d2d851112f09c287f8d3dbbdf725ab0e569077efb6cdcbd3497c107"},
 ]
 
 [package.extras]
-test = ["pytest (>=6)"]
+tests = ["asttokens", "littleutils", "pytest", "rich"]
 
 [[package]]
 name = "fastjsonschema"
@@ -683,9 +784,6 @@ files = [
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 ]
 
-[package.dependencies]
-cached-property = {version = ">=1.3.0", markers = "python_version < \"3.8\""}
-
 [[package]]
 name = "future"
 version = "0.18.3"
@@ -701,7 +799,7 @@ files = [
 name = "greenlet"
 version = "2.0.2"
 description = "Lightweight in-process concurrent programming"
-category = "dev"
+category = "main"
 optional = false
 python-versions = ">=2.7,!=3.0.*,!=3.1.*,!=3.2.*,!=3.3.*,!=3.4.*"
 files = [
@@ -710,6 +808,7 @@ files = [
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+    {file = "greenlet-2.0.2-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:d967650d3f56af314b72df7089d96cda1083a7fc2da05b375d2bc48c82ab3f3c"},
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@@ -718,6 +817,7 @@ files = [
     {file = "greenlet-2.0.2-cp310-cp310-musllinux_1_1_x86_64.whl", hash = "sha256:76ae285c8104046b3a7f06b42f29c7b73f77683df18c49ab5af7983994c2dd91"},
     {file = "greenlet-2.0.2-cp310-cp310-win_amd64.whl", hash = "sha256:2d4686f195e32d36b4d7cf2d166857dbd0ee9f3d20ae349b6bf8afc8485b3645"},
     {file = "greenlet-2.0.2-cp311-cp311-macosx_10_9_universal2.whl", hash = "sha256:c4302695ad8027363e96311df24ee28978162cdcdd2006476c43970b384a244c"},
+    {file = "greenlet-2.0.2-cp311-cp311-macosx_11_0_arm64.whl", hash = "sha256:d4606a527e30548153be1a9f155f4e283d109ffba663a15856089fb55f933e47"},
     {file = "greenlet-2.0.2-cp311-cp311-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:c48f54ef8e05f04d6eff74b8233f6063cb1ed960243eacc474ee73a2ea8573ca"},
     {file = "greenlet-2.0.2-cp311-cp311-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:a1846f1b999e78e13837c93c778dcfc3365902cfb8d1bdb7dd73ead37059f0d0"},
     {file = "greenlet-2.0.2-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:3a06ad5312349fec0ab944664b01d26f8d1f05009566339ac6f63f56589bc1a2"},
@@ -747,6 +847,7 @@ files = [
     {file = "greenlet-2.0.2-cp37-cp37m-win32.whl", hash = "sha256:3f6ea9bd35eb450837a3d80e77b517ea5bc56b4647f5502cd28de13675ee12f7"},
     {file = "greenlet-2.0.2-cp37-cp37m-win_amd64.whl", hash = "sha256:7492e2b7bd7c9b9916388d9df23fa49d9b88ac0640db0a5b4ecc2b653bf451e3"},
     {file = "greenlet-2.0.2-cp38-cp38-macosx_10_15_x86_64.whl", hash = "sha256:b864ba53912b6c3ab6bcb2beb19f19edd01a6bfcbdfe1f37ddd1778abfe75a30"},
+    {file = "greenlet-2.0.2-cp38-cp38-macosx_11_0_arm64.whl", hash = "sha256:1087300cf9700bbf455b1b97e24db18f2f77b55302a68272c56209d5587c12d1"},
     {file = "greenlet-2.0.2-cp38-cp38-manylinux2010_x86_64.whl", hash = "sha256:ba2956617f1c42598a308a84c6cf021a90ff3862eddafd20c3333d50f0edb45b"},
     {file = "greenlet-2.0.2-cp38-cp38-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:fc3a569657468b6f3fb60587e48356fe512c1754ca05a564f11366ac9e306526"},
     {file = "greenlet-2.0.2-cp38-cp38-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:8eab883b3b2a38cc1e050819ef06a7e6344d4a990d24d45bc6f2cf959045a45b"},
@@ -755,6 +856,7 @@ files = [
     {file = "greenlet-2.0.2-cp38-cp38-musllinux_1_1_x86_64.whl", hash = "sha256:b0ef99cdbe2b682b9ccbb964743a6aca37905fda5e0452e5ee239b1654d37f2a"},
     {file = "greenlet-2.0.2-cp38-cp38-win32.whl", hash = "sha256:b80f600eddddce72320dbbc8e3784d16bd3fb7b517e82476d8da921f27d4b249"},
     {file = "greenlet-2.0.2-cp38-cp38-win_amd64.whl", hash = "sha256:4d2e11331fc0c02b6e84b0d28ece3a36e0548ee1a1ce9ddde03752d9b79bba40"},
+    {file = "greenlet-2.0.2-cp39-cp39-macosx_11_0_arm64.whl", hash = "sha256:8512a0c38cfd4e66a858ddd1b17705587900dd760c6003998e9472b77b56d417"},
     {file = "greenlet-2.0.2-cp39-cp39-macosx_11_0_x86_64.whl", hash = "sha256:88d9ab96491d38a5ab7c56dd7a3cc37d83336ecc564e4e8816dbed12e5aaefc8"},
     {file = "greenlet-2.0.2-cp39-cp39-manylinux2010_x86_64.whl", hash = "sha256:561091a7be172ab497a3527602d467e2b3fbe75f9e783d8b8ce403fa414f71a6"},
     {file = "greenlet-2.0.2-cp39-cp39-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:971ce5e14dc5e73715755d0ca2975ac88cfdaefcaab078a284fea6cfabf866df"},
@@ -785,24 +887,23 @@ files = [
 
 [[package]]
 name = "importlib-metadata"
-version = "6.7.0"
+version = "6.8.0"
 description = "Read metadata from Python packages"
-category = "main"
+category = "dev"
 optional = false
-python-versions = ">=3.7"
+python-versions = ">=3.8"
 files = [
-    {file = "importlib_metadata-6.7.0-py3-none-any.whl", hash = "sha256:cb52082e659e97afc5dac71e79de97d8681de3aa07ff18578330904a9d18e5b5"},
-    {file = "importlib_metadata-6.7.0.tar.gz", hash = "sha256:1aaf550d4f73e5d6783e7acb77aec43d49da8017410afae93822cc9cca98c4d4"},
+    {file = "importlib_metadata-6.8.0-py3-none-any.whl", hash = "sha256:3ebb78df84a805d7698245025b975d9d67053cd94c79245ba4b3eb694abe68bb"},
+    {file = "importlib_metadata-6.8.0.tar.gz", hash = "sha256:dbace7892d8c0c4ac1ad096662232f831d4e64f4c4545bd53016a3e9d4654743"},
 ]
 
 [package.dependencies]
-typing-extensions = {version = ">=3.6.4", markers = "python_version < \"3.8\""}
 zipp = ">=0.5"
 
 [package.extras]
 docs = ["furo", "jaraco.packaging (>=9)", "jaraco.tidelift (>=1.4)", "rst.linker (>=1.9)", "sphinx (>=3.5)", "sphinx-lint"]
 perf = ["ipython"]
-testing = ["flufl.flake8", "importlib-resources (>=1.3)", "packaging", "pyfakefs", "pytest (>=6)", "pytest-black (>=0.3.7)", "pytest-checkdocs (>=2.4)", "pytest-cov", "pytest-enabler (>=1.3)", "pytest-mypy (>=0.9.1)", "pytest-perf (>=0.9.2)", "pytest-ruff"]
+testing = ["flufl.flake8", "importlib-resources (>=1.3)", "packaging", "pyfakefs", "pytest (>=6)", "pytest-black (>=0.3.7)", "pytest-checkdocs (>=2.4)", "pytest-cov", "pytest-enabler (>=2.2)", "pytest-mypy (>=0.9.1)", "pytest-perf (>=0.9.2)", "pytest-ruff"]
 
 [[package]]
 name = "importlib-resources"
@@ -837,43 +938,48 @@ files = [
 
 [[package]]
 name = "ipykernel"
-version = "6.16.2"
+version = "6.25.2"
 description = "IPython Kernel for Jupyter"
 category = "dev"
 optional = false
-python-versions = ">=3.7"
+python-versions = ">=3.8"
 files = [
-    {file = "ipykernel-6.16.2-py3-none-any.whl", hash = "sha256:67daf93e5b52456cd8eea87a8b59405d2bb80ae411864a1ea206c3631d8179af"},
-    {file = "ipykernel-6.16.2.tar.gz", hash = "sha256:463f3d87a92e99969b1605cb7a5b4d7b36b7145a0e72d06e65918a6ddefbe630"},
+    {file = "ipykernel-6.25.2-py3-none-any.whl", hash = "sha256:2e2ee359baba19f10251b99415bb39de1e97d04e1fab385646f24f0596510b77"},
+    {file = "ipykernel-6.25.2.tar.gz", hash = "sha256:f468ddd1f17acb48c8ce67fcfa49ba6d46d4f9ac0438c1f441be7c3d1372230b"},
 ]
 
 [package.dependencies]
 appnope = {version = "*", markers = "platform_system == \"Darwin\""}
-debugpy = ">=1.0"
+comm = ">=0.1.1"
+debugpy = ">=1.6.5"
 ipython = ">=7.23.1"
 jupyter-client = ">=6.1.12"
+jupyter-core = ">=4.12,<5.0.0 || >=5.1.0"
 matplotlib-inline = ">=0.1"
 nest-asyncio = "*"
 packaging = "*"
 psutil = "*"
-pyzmq = ">=17"
+pyzmq = ">=20"
 tornado = ">=6.1"
-traitlets = ">=5.1.0"
+traitlets = ">=5.4.0"
 
 [package.extras]
-docs = ["myst-parser", "pydata-sphinx-theme", "sphinx", "sphinxcontrib-github-alt"]
-test = ["flaky", "ipyparallel", "pre-commit", "pytest (>=7.0)", "pytest-cov", "pytest-timeout"]
+cov = ["coverage[toml]", "curio", "matplotlib", "pytest-cov", "trio"]
+docs = ["myst-parser", "pydata-sphinx-theme", "sphinx", "sphinx-autodoc-typehints", "sphinxcontrib-github-alt", "sphinxcontrib-spelling", "trio"]
+pyqt5 = ["pyqt5"]
+pyside6 = ["pyside6"]
+test = ["flaky", "ipyparallel", "pre-commit", "pytest (>=7.0)", "pytest-asyncio", "pytest-cov", "pytest-timeout"]
 
 [[package]]
 name = "ipython"
-version = "7.34.0"
+version = "8.12.2"
 description = "IPython: Productive Interactive Computing"
 category = "dev"
 optional = false
-python-versions = ">=3.7"
+python-versions = ">=3.8"
 files = [
-    {file = "ipython-7.34.0-py3-none-any.whl", hash = "sha256:c175d2440a1caff76116eb719d40538fbb316e214eda85c5515c303aacbfb23e"},
-    {file = "ipython-7.34.0.tar.gz", hash = "sha256:af3bdb46aa292bce5615b1b2ebc76c2080c5f77f54bda2ec72461317273e7cd6"},
+    {file = "ipython-8.12.2-py3-none-any.whl", hash = "sha256:ea8801f15dfe4ffb76dea1b09b847430ffd70d827b41735c64a0638a04103bfc"},
+    {file = "ipython-8.12.2.tar.gz", hash = "sha256:c7b80eb7f5a855a88efc971fda506ff7a91c280b42cdae26643e0f601ea281ea"},
 ]
 
 [package.dependencies]
@@ -885,21 +991,24 @@ jedi = ">=0.16"
 matplotlib-inline = "*"
 pexpect = {version = ">4.3", markers = "sys_platform != \"win32\""}
 pickleshare = "*"
-prompt-toolkit = ">=2.0.0,<3.0.0 || >3.0.0,<3.0.1 || >3.0.1,<3.1.0"
-pygments = "*"
-setuptools = ">=18.5"
-traitlets = ">=4.2"
+prompt-toolkit = ">=3.0.30,<3.0.37 || >3.0.37,<3.1.0"
+pygments = ">=2.4.0"
+stack-data = "*"
+traitlets = ">=5"
+typing-extensions = {version = "*", markers = "python_version < \"3.10\""}
 
 [package.extras]
-all = ["Sphinx (>=1.3)", "ipykernel", "ipyparallel", "ipywidgets", "nbconvert", "nbformat", "nose (>=0.10.1)", "notebook", "numpy (>=1.17)", "pygments", "qtconsole", "requests", "testpath"]
-doc = ["Sphinx (>=1.3)"]
+all = ["black", "curio", "docrepr", "ipykernel", "ipyparallel", "ipywidgets", "matplotlib", "matplotlib (!=3.2.0)", "nbconvert", "nbformat", "notebook", "numpy (>=1.21)", "pandas", "pytest (<7)", "pytest (<7.1)", "pytest-asyncio", "qtconsole", "setuptools (>=18.5)", "sphinx (>=1.3)", "sphinx-rtd-theme", "stack-data", "testpath", "trio", "typing-extensions"]
+black = ["black"]
+doc = ["docrepr", "ipykernel", "matplotlib", "pytest (<7)", "pytest (<7.1)", "pytest-asyncio", "setuptools (>=18.5)", "sphinx (>=1.3)", "sphinx-rtd-theme", "stack-data", "testpath", "typing-extensions"]
 kernel = ["ipykernel"]
 nbconvert = ["nbconvert"]
 nbformat = ["nbformat"]
 notebook = ["ipywidgets", "notebook"]
 parallel = ["ipyparallel"]
 qtconsole = ["qtconsole"]
-test = ["ipykernel", "nbformat", "nose (>=0.10.1)", "numpy (>=1.17)", "pygments", "requests", "testpath"]
+test = ["pytest (<7.1)", "pytest-asyncio", "testpath"]
+test-extra = ["curio", "matplotlib (!=3.2.0)", "nbformat", "numpy (>=1.21)", "pandas", "pytest (<7.1)", "pytest-asyncio", "testpath", "trio"]
 
 [[package]]
 name = "ipython-genutils"
@@ -952,22 +1061,22 @@ arrow = ">=0.15.0"
 
 [[package]]
 name = "jedi"
-version = "0.18.2"
+version = "0.19.0"
 description = "An autocompletion tool for Python that can be used for text editors."
 category = "dev"
 optional = false
 python-versions = ">=3.6"
 files = [
-    {file = "jedi-0.18.2-py2.py3-none-any.whl", hash = "sha256:203c1fd9d969ab8f2119ec0a3342e0b49910045abe6af0a3ae83a5764d54639e"},
-    {file = "jedi-0.18.2.tar.gz", hash = "sha256:bae794c30d07f6d910d32a7048af09b5a39ed740918da923c6b780790ebac612"},
+    {file = "jedi-0.19.0-py2.py3-none-any.whl", hash = "sha256:cb8ce23fbccff0025e9386b5cf85e892f94c9b822378f8da49970471335ac64e"},
+    {file = "jedi-0.19.0.tar.gz", hash = "sha256:bcf9894f1753969cbac8022a8c2eaee06bfa3724e4192470aaffe7eb6272b0c4"},
 ]
 
 [package.dependencies]
-parso = ">=0.8.0,<0.9.0"
+parso = ">=0.8.3,<0.9.0"
 
 [package.extras]
 docs = ["Jinja2 (==2.11.3)", "MarkupSafe (==1.1.1)", "Pygments (==2.8.1)", "alabaster (==0.7.12)", "babel (==2.9.1)", "chardet (==4.0.0)", "commonmark (==0.8.1)", "docutils (==0.17.1)", "future (==0.18.2)", "idna (==2.10)", "imagesize (==1.2.0)", "mock (==1.0.1)", "packaging (==20.9)", "pyparsing (==2.4.7)", "pytz (==2021.1)", "readthedocs-sphinx-ext (==2.1.4)", "recommonmark (==0.5.0)", "requests (==2.25.1)", "six (==1.15.0)", "snowballstemmer (==2.1.0)", "sphinx (==1.8.5)", "sphinx-rtd-theme (==0.4.3)", "sphinxcontrib-serializinghtml (==1.1.4)", "sphinxcontrib-websupport (==1.2.4)", "urllib3 (==1.26.4)"]
-qa = ["flake8 (==3.8.3)", "mypy (==0.782)"]
+qa = ["flake8 (==5.0.4)", "mypy (==0.971)", "types-setuptools (==67.2.0.1)"]
 testing = ["Django (<3.1)", "attrs", "colorama", "docopt", "pytest (<7.0.0)"]
 
 [[package]]
@@ -988,6 +1097,18 @@ MarkupSafe = ">=2.0"
 [package.extras]
 i18n = ["Babel (>=2.7)"]
 
+[[package]]
+name = "jmespath"
+version = "1.0.1"
+description = "JSON Matching Expressions"
+category = "main"
+optional = true
+python-versions = ">=3.7"
+files = [
+    {file = "jmespath-1.0.1-py3-none-any.whl", hash = "sha256:02e2e4cc71b5bcab88332eebf907519190dd9e6e82107fa7f83b1003a6252980"},
+    {file = "jmespath-1.0.1.tar.gz", hash = "sha256:90261b206d6defd58fdd5e85f478bf633a2901798906be2ad389150c5c60edbe"},
+]
+
 [[package]]
 name = "json5"
 version = "0.9.14"
@@ -1017,29 +1138,29 @@ files = [
 
 [[package]]
 name = "jsonschema"
-version = "4.17.3"
+version = "4.19.0"
 description = "An implementation of JSON Schema validation for Python"
 category = "main"
 optional = false
-python-versions = ">=3.7"
+python-versions = ">=3.8"
 files = [
-    {file = "jsonschema-4.17.3-py3-none-any.whl", hash = "sha256:a870ad254da1a8ca84b6a2905cac29d265f805acc57af304784962a2aa6508f6"},
-    {file = "jsonschema-4.17.3.tar.gz", hash = "sha256:0f864437ab8b6076ba6707453ef8f98a6a0d512a80e93f8abdb676f737ecb60d"},
+    {file = "jsonschema-4.19.0-py3-none-any.whl", hash = "sha256:043dc26a3845ff09d20e4420d6012a9c91c9aa8999fa184e7efcfeccb41e32cb"},
+    {file = "jsonschema-4.19.0.tar.gz", hash = "sha256:6e1e7569ac13be8139b2dd2c21a55d350066ee3f80df06c608b398cdc6f30e8f"},
 ]
 
 [package.dependencies]
-attrs = ">=17.4.0"
+attrs = ">=22.2.0"
 fqdn = {version = "*", optional = true, markers = "extra == \"format-nongpl\""}
 idna = {version = "*", optional = true, markers = "extra == \"format-nongpl\""}
-importlib-metadata = {version = "*", markers = "python_version < \"3.8\""}
 importlib-resources = {version = ">=1.4.0", markers = "python_version < \"3.9\""}
 isoduration = {version = "*", optional = true, markers = "extra == \"format-nongpl\""}
 jsonpointer = {version = ">1.13", optional = true, markers = "extra == \"format-nongpl\""}
+jsonschema-specifications = ">=2023.03.6"
 pkgutil-resolve-name = {version = ">=1.3.10", markers = "python_version < \"3.9\""}
-pyrsistent = ">=0.14.0,<0.17.0 || >0.17.0,<0.17.1 || >0.17.1,<0.17.2 || >0.17.2"
+referencing = ">=0.28.4"
 rfc3339-validator = {version = "*", optional = true, markers = "extra == \"format-nongpl\""}
 rfc3986-validator = {version = ">0.1.0", optional = true, markers = "extra == \"format-nongpl\""}
-typing-extensions = {version = "*", markers = "python_version < \"3.8\""}
+rpds-py = ">=0.7.1"
 uri-template = {version = "*", optional = true, markers = "extra == \"format-nongpl\""}
 webcolors = {version = ">=1.11", optional = true, markers = "extra == \"format-nongpl\""}
 
@@ -1047,66 +1168,84 @@ webcolors = {version = ">=1.11", optional = true, markers = "extra == \"format-n
 format = ["fqdn", "idna", "isoduration", "jsonpointer (>1.13)", "rfc3339-validator", "rfc3987", "uri-template", "webcolors (>=1.11)"]
 format-nongpl = ["fqdn", "idna", "isoduration", "jsonpointer (>1.13)", "rfc3339-validator", "rfc3986-validator (>0.1.0)", "uri-template", "webcolors (>=1.11)"]
 
+[[package]]
+name = "jsonschema-specifications"
+version = "2023.7.1"
+description = "The JSON Schema meta-schemas and vocabularies, exposed as a Registry"
+category = "main"
+optional = false
+python-versions = ">=3.8"
+files = [
+    {file = "jsonschema_specifications-2023.7.1-py3-none-any.whl", hash = "sha256:05adf340b659828a004220a9613be00fa3f223f2b82002e273dee62fd50524b1"},
+    {file = "jsonschema_specifications-2023.7.1.tar.gz", hash = "sha256:c91a50404e88a1f6ba40636778e2ee08f6e24c5613fe4c53ac24578a5a7f72bb"},
+]
+
+[package.dependencies]
+importlib-resources = {version = ">=1.4.0", markers = "python_version < \"3.9\""}
+referencing = ">=0.28.0"
+
 [[package]]
 name = "jupyter-client"
-version = "7.4.9"
+version = "8.3.1"
 description = "Jupyter protocol implementation and client libraries"
 category = "dev"
 optional = false
-python-versions = ">=3.7"
+python-versions = ">=3.8"
 files = [
-    {file = "jupyter_client-7.4.9-py3-none-any.whl", hash = "sha256:214668aaea208195f4c13d28eb272ba79f945fc0cf3f11c7092c20b2ca1980e7"},
-    {file = "jupyter_client-7.4.9.tar.gz", hash = "sha256:52be28e04171f07aed8f20e1616a5a552ab9fee9cbbe6c1896ae170c3880d392"},
+    {file = "jupyter_client-8.3.1-py3-none-any.whl", hash = "sha256:5eb9f55eb0650e81de6b7e34308d8b92d04fe4ec41cd8193a913979e33d8e1a5"},
+    {file = "jupyter_client-8.3.1.tar.gz", hash = "sha256:60294b2d5b869356c893f57b1a877ea6510d60d45cf4b38057f1672d85699ac9"},
 ]
 
 [package.dependencies]
-entrypoints = "*"
-jupyter-core = ">=4.9.2"
-nest-asyncio = ">=1.5.4"
+importlib-metadata = {version = ">=4.8.3", markers = "python_version < \"3.10\""}
+jupyter-core = ">=4.12,<5.0.0 || >=5.1.0"
 python-dateutil = ">=2.8.2"
 pyzmq = ">=23.0"
 tornado = ">=6.2"
-traitlets = "*"
+traitlets = ">=5.3"
 
 [package.extras]
-doc = ["ipykernel", "myst-parser", "sphinx (>=1.3.6)", "sphinx-rtd-theme", "sphinxcontrib-github-alt"]
-test = ["codecov", "coverage", "ipykernel (>=6.12)", "ipython", "mypy", "pre-commit", "pytest", "pytest-asyncio (>=0.18)", "pytest-cov", "pytest-timeout"]
+docs = ["ipykernel", "myst-parser", "pydata-sphinx-theme", "sphinx (>=4)", "sphinx-autodoc-typehints", "sphinxcontrib-github-alt", "sphinxcontrib-spelling"]
+test = ["coverage", "ipykernel (>=6.14)", "mypy", "paramiko", "pre-commit", "pytest", "pytest-cov", "pytest-jupyter[client] (>=0.4.1)", "pytest-timeout"]
 
 [[package]]
 name = "jupyter-core"
-version = "4.12.0"
+version = "5.3.1"
 description = "Jupyter core package. A base package on which Jupyter projects rely."
 category = "dev"
 optional = false
-python-versions = ">=3.7"
+python-versions = ">=3.8"
 files = [
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+    {file = "jupyter_core-5.3.1-py3-none-any.whl", hash = "sha256:ae9036db959a71ec1cac33081eeb040a79e681f08ab68b0883e9a676c7a90dce"},
+    {file = "jupyter_core-5.3.1.tar.gz", hash = "sha256:5ba5c7938a7f97a6b0481463f7ff0dbac7c15ba48cf46fa4035ca6e838aa1aba"},
 ]
 
 [package.dependencies]
-pywin32 = {version = ">=1.0", markers = "sys_platform == \"win32\" and platform_python_implementation != \"PyPy\""}
-traitlets = "*"
+platformdirs = ">=2.5"
+pywin32 = {version = ">=300", markers = "sys_platform == \"win32\" and platform_python_implementation != \"PyPy\""}
+traitlets = ">=5.3"
 
 [package.extras]
+docs = ["myst-parser", "sphinx-autodoc-typehints", "sphinxcontrib-github-alt", "sphinxcontrib-spelling", "traitlets"]
 test = ["ipykernel", "pre-commit", "pytest", "pytest-cov", "pytest-timeout"]
 
 [[package]]
 name = "jupyter-events"
-version = "0.6.3"
+version = "0.7.0"
 description = "Jupyter Event System library"
 category = "dev"
 optional = false
-python-versions = ">=3.7"
+python-versions = ">=3.8"
 files = [
-    {file = "jupyter_events-0.6.3-py3-none-any.whl", hash = "sha256:57a2749f87ba387cd1bfd9b22a0875b889237dbf2edc2121ebb22bde47036c17"},
-    {file = "jupyter_events-0.6.3.tar.gz", hash = "sha256:9a6e9995f75d1b7146b436ea24d696ce3a35bfa8bfe45e0c33c334c79464d0b3"},
+    {file = "jupyter_events-0.7.0-py3-none-any.whl", hash = "sha256:4753da434c13a37c3f3c89b500afa0c0a6241633441421f6adafe2fb2e2b924e"},
+    {file = "jupyter_events-0.7.0.tar.gz", hash = "sha256:7be27f54b8388c03eefea123a4f79247c5b9381c49fb1cd48615ee191eb12615"},
 ]
 
 [package.dependencies]
-jsonschema = {version = ">=3.2.0", extras = ["format-nongpl"]}
+jsonschema = {version = ">=4.18.0", extras = ["format-nongpl"]}
 python-json-logger = ">=2.0.4"
 pyyaml = ">=5.3"
+referencing = "*"
 rfc3339-validator = "*"
 rfc3986-validator = ">=0.1.1"
 traitlets = ">=5.3"
@@ -1114,40 +1253,44 @@ traitlets = ">=5.3"
 [package.extras]
 cli = ["click", "rich"]
 docs = ["jupyterlite-sphinx", "myst-parser", "pydata-sphinx-theme", "sphinxcontrib-spelling"]
-test = ["click", "coverage", "pre-commit", "pytest (>=7.0)", "pytest-asyncio (>=0.19.0)", "pytest-console-scripts", "pytest-cov", "rich"]
+test = ["click", "pre-commit", "pytest (>=7.0)", "pytest-asyncio (>=0.19.0)", "pytest-console-scripts", "rich"]
 
 [[package]]
 name = "jupyter-server"
-version = "1.24.0"
+version = "2.7.3"
 description = "The backend—i.e. core services, APIs, and REST endpoints—to Jupyter web applications."
 category = "dev"
 optional = false
-python-versions = ">=3.7"
+python-versions = ">=3.8"
 files = [
-    {file = "jupyter_server-1.24.0-py3-none-any.whl", hash = "sha256:c88ddbe862966ea1aea8c3ccb89a5903abd8fbcfe5cd14090ef549d403332c37"},
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+    {file = "jupyter_server-2.7.3-py3-none-any.whl", hash = "sha256:8e4b90380b59d7a1e31086c4692231f2a2ea4cb269f5516e60aba72ce8317fc9"},
+    {file = "jupyter_server-2.7.3.tar.gz", hash = "sha256:d4916c8581c4ebbc534cebdaa8eca2478d9f3bfdd88eae29fcab0120eac57649"},
 ]
 
 [package.dependencies]
-anyio = ">=3.1.0,<4"
+anyio = ">=3.1.0"
 argon2-cffi = "*"
 jinja2 = "*"
-jupyter-client = ">=6.1.12"
+jupyter-client = ">=7.4.4"
 jupyter-core = ">=4.12,<5.0.0 || >=5.1.0"
+jupyter-events = ">=0.6.0"
+jupyter-server-terminals = "*"
 nbconvert = ">=6.4.4"
-nbformat = ">=5.2.0"
+nbformat = ">=5.3.0"
+overrides = "*"
 packaging = "*"
 prometheus-client = "*"
 pywinpty = {version = "*", markers = "os_name == \"nt\""}
-pyzmq = ">=17"
-Send2Trash = "*"
+pyzmq = ">=24"
+send2trash = ">=1.8.2"
 terminado = ">=0.8.3"
-tornado = ">=6.1.0"
-traitlets = ">=5.1"
+tornado = ">=6.2.0"
+traitlets = ">=5.6.0"
 websocket-client = "*"
 
 [package.extras]
-test = ["coverage", "ipykernel", "pre-commit", "pytest (>=7.0)", "pytest-console-scripts", "pytest-cov", "pytest-mock", "pytest-timeout", "pytest-tornasync", "requests"]
+docs = ["ipykernel", "jinja2", "jupyter-client", "jupyter-server", "myst-parser", "nbformat", "prometheus-client", "pydata-sphinx-theme", "send2trash", "sphinx-autodoc-typehints", "sphinxcontrib-github-alt", "sphinxcontrib-openapi (>=0.8.0)", "sphinxcontrib-spelling", "sphinxemoji", "tornado", "typing-extensions"]
+test = ["flaky", "ipykernel", "pre-commit", "pytest (>=7.0)", "pytest-console-scripts", "pytest-jupyter[server] (>=0.4)", "pytest-timeout", "requests"]
 
 [[package]]
 name = "jupyter-server-fileid"
@@ -1169,6 +1312,26 @@ jupyter-server = ">=1.15,<3"
 cli = ["click"]
 test = ["jupyter-server[test] (>=1.15,<3)", "pytest", "pytest-cov"]
 
+[[package]]
+name = "jupyter-server-terminals"
+version = "0.4.4"
+description = "A Jupyter Server Extension Providing Terminals."
+category = "dev"
+optional = false
+python-versions = ">=3.8"
+files = [
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+    {file = "jupyter_server_terminals-0.4.4.tar.gz", hash = "sha256:57ab779797c25a7ba68e97bcfb5d7740f2b5e8a83b5e8102b10438041a7eac5d"},
+]
+
+[package.dependencies]
+pywinpty = {version = ">=2.0.3", markers = "os_name == \"nt\""}
+terminado = ">=0.8.3"
+
+[package.extras]
+docs = ["jinja2", "jupyter-server", "mistune (<3.0)", "myst-parser", "nbformat", "packaging", "pydata-sphinx-theme", "sphinxcontrib-github-alt", "sphinxcontrib-openapi", "sphinxcontrib-spelling", "sphinxemoji", "tornado"]
+test = ["coverage", "jupyter-server (>=2.0.0)", "pytest (>=7.0)", "pytest-cov", "pytest-jupyter[server] (>=0.5.3)", "pytest-timeout"]
+
 [[package]]
 name = "jupyter-server-ydoc"
 version = "0.6.1"
@@ -1462,14 +1625,14 @@ test = ["black", "check-manifest", "flake8", "ipykernel", "ipython", "ipywidgets
 
 [[package]]
 name = "nbconvert"
-version = "7.6.0"
+version = "7.8.0"
 description = "Converting Jupyter Notebooks"
 category = "dev"
 optional = false
-python-versions = ">=3.7"
+python-versions = ">=3.8"
 files = [
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 ]
 
 [package.dependencies]
@@ -1496,24 +1659,23 @@ docs = ["ipykernel", "ipython", "myst-parser", "nbsphinx (>=0.2.12)", "pydata-sp
 qtpdf = ["nbconvert[qtpng]"]
 qtpng = ["pyqtwebengine (>=5.15)"]
 serve = ["tornado (>=6.1)"]
-test = ["ipykernel", "ipywidgets (>=7)", "pre-commit", "pytest", "pytest-dependency"]
-webpdf = ["pyppeteer (>=1,<1.1)"]
+test = ["flaky", "ipykernel", "ipywidgets (>=7)", "pre-commit", "pytest", "pytest-dependency"]
+webpdf = ["playwright"]
 
 [[package]]
 name = "nbformat"
-version = "5.8.0"
+version = "5.9.2"
 description = "The Jupyter Notebook format"
 category = "dev"
 optional = false
-python-versions = ">=3.7"
+python-versions = ">=3.8"
 files = [
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+    {file = "nbformat-5.9.2-py3-none-any.whl", hash = "sha256:1c5172d786a41b82bcfd0c23f9e6b6f072e8fb49c39250219e4acfff1efe89e9"},
+    {file = "nbformat-5.9.2.tar.gz", hash = "sha256:5f98b5ba1997dff175e77e0c17d5c10a96eaed2cbd1de3533d1fc35d5e111192"},
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 jsonschema = ">=2.6"
 jupyter-core = "*"
 traitlets = ">=5.1"
@@ -1544,14 +1706,14 @@ pytest = ">=6.1.0"
 
 [[package]]
 name = "nest-asyncio"
-version = "1.5.6"
+version = "1.5.7"
 description = "Patch asyncio to allow nested event loops"
 category = "dev"
 optional = false
 python-versions = ">=3.5"
 files = [
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 ]
 
 [[package]]
@@ -1637,47 +1799,59 @@ test = ["pytest", "pytest-console-scripts", "pytest-jupyter", "pytest-tornasync"
 
 [[package]]
 name = "numpy"
-version = "1.21.1"
-description = "NumPy is the fundamental package for array computing with Python."
+version = "1.24.4"
+description = "Fundamental package for array computing in Python"
 category = "main"
 optional = false
-python-versions = ">=3.7"
+python-versions = ">=3.8"
+files = [
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-version = "1.2.0"
+version = "1.3.0"
 description = "plugin and hook calling mechanisms for python"
 category = "dev"
 optional = false
-python-versions = ">=3.7"
+python-versions = ">=3.8"
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-[package.dependencies]
-importlib-metadata = {version = ">=0.12", markers = "python_version < \"3.8\""}
-
 [package.extras]
 dev = ["pre-commit", "tox"]
 testing = ["pytest", "pytest-benchmark"]
@@ -1914,74 +2108,72 @@ test = ["enum34", "ipaddress", "mock", "pywin32", "wmi"]
 
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+category = "dev"
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+python-versions = "*"
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 version = "9.0.0"
@@ -2012,7 +2219,7 @@ files = [
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 version = "0.10.9.7"
 description = "Enables Python programs to dynamically access arbitrary Java objects"
-category = "dev"
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 python-versions = "*"
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 version = "7.0.0"
 description = "Python library for Apache Arrow"
-category = "dev"
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 python-versions = ">=3.7"
 files = [
@@ -2130,61 +2337,24 @@ email = ["email-validator (>=1.0.3)"]
 
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 [[package]]
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 version = "3.4.1"
 description = "Apache Spark Python API"
-category = "dev"
+category = "main"
 optional = false
 python-versions = ">=3.7"
 files = [
@@ -2203,20 +2373,19 @@ sql = ["numpy (>=1.15)", "pandas (>=1.0.5)", "pyarrow (>=1.0.0)"]
 
 [[package]]
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+version = "7.4.2"
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 category = "dev"
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 python-versions = ">=3.7"
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 [package.dependencies]
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-importlib-metadata = {version = ">=0.12", markers = "python_version < \"3.8\""}
 iniconfig = "*"
 packaging = "*"
 pluggy = ">=0.12,<2.0"
@@ -2275,14 +2444,14 @@ files = [
 
 [[package]]
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 description = "World timezone definitions, modern and historical"
 category = "main"
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 python-versions = "*"
 files = [
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 ]
 
 [[package]]
@@ -2311,18 +2480,17 @@ files = [
 
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 [package.dependencies]
@@ -2570,6 +2764,22 @@ files = [
 [package.extras]
 full = ["numpy"]
 
+[[package]]
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+description = "JSON Referencing + Python"
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+
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 version = "2.31.0"
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+
 [[package]]
 name = "ruff"
 version = "0.0.257"
@@ -2646,6 +2963,24 @@ files = [
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 ]
 
+[[package]]
+name = "s3transfer"
+version = "0.6.2"
+description = "An Amazon S3 Transfer Manager"
+category = "main"
+optional = true
+python-versions = ">= 3.7"
+files = [
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+
+[package.extras]
+crt = ["botocore[crt] (>=1.20.29,<2.0a.0)"]
+
 [[package]]
 name = "send2trash"
 version = "1.8.2"
@@ -2663,23 +2998,6 @@ nativelib = ["pyobjc-framework-Cocoa", "pywin32"]
 objc = ["pyobjc-framework-Cocoa"]
 win32 = ["pywin32"]
 
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-
 [[package]]
 name = "six"
 version = "1.16.0"
@@ -2706,21 +3024,21 @@ files = [
 
 [[package]]
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-version = "2.4.1"
+version = "2.5"
 description = "A modern CSS selector implementation for Beautiful Soup."
 category = "dev"
 optional = false
-python-versions = ">=3.7"
+python-versions = ">=3.8"
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 version = "1.4.49"
 description = "Database Abstraction Library"
-category = "dev"
+category = "main"
 optional = false
 python-versions = "!=3.0.*,!=3.1.*,!=3.2.*,!=3.3.*,!=3.4.*,!=3.5.*,>=2.7"
 files = [
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-importlib-metadata = {version = "*", markers = "python_version < \"3.8\""}
 
 [package.extras]
 aiomysql = ["aiomysql", "greenlet (!=0.4.17)"]
@@ -2804,6 +3121,26 @@ files = [
 [package.extras]
 dev = ["autoflake", "black", "duckdb", "isort", "mypy (>=0.990)", "pandas", "pdoc", "pre-commit", "pyspark", "python-dateutil"]
 
+[[package]]
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+version = "0.6.2"
+description = "Extract data from python stack frames and tracebacks for informative displays"
+category = "dev"
+optional = false
+python-versions = "*"
+files = [
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+executing = ">=1.2.0"
+pure-eval = "*"
+
+[package.extras]
+tests = ["cython", "littleutils", "pygments", "pytest", "typeguard"]
+
 [[package]]
 name = "tabulate"
 version = "0.8.9"
@@ -2885,23 +3222,23 @@ files = [
 
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-version = "6.2"
+version = "6.3.3"
 description = "Tornado is a Python web framework and asynchronous networking library, originally developed at FriendFeed."
 category = "dev"
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-python-versions = ">= 3.7"
+python-versions = ">= 3.8"
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+    {file = "tornado-6.3.3.tar.gz", hash = "sha256:e7d8db41c0181c80d76c982aacc442c0783a2c54d6400fe028954201a2e032fe"},
 ]
 
 [[package]]
@@ -2920,57 +3257,6 @@ files = [
 docs = ["myst-parser", "pydata-sphinx-theme", "sphinx"]
 test = ["argcomplete (>=2.0)", "pre-commit", "pytest", "pytest-mock"]
 
-[[package]]
-name = "typed-ast"
-version = "1.5.5"
-description = "a fork of Python 2 and 3 ast modules with type comment support"
-category = "dev"
-optional = false
-python-versions = ">=3.6"
-files = [
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-    {file = "typed_ast-1.5.5-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:f0aefdd66f1784c58f65b502b6cf8b121544680456d1cebbd300c2c813899274"},
-    {file = "typed_ast-1.5.5-cp39-cp39-musllinux_1_1_aarch64.whl", hash = "sha256:48074261a842acf825af1968cd912f6f21357316080ebaca5f19abbb11690c8a"},
-    {file = "typed_ast-1.5.5-cp39-cp39-musllinux_1_1_x86_64.whl", hash = "sha256:429ae404f69dc94b9361bb62291885894b7c6fb4640d561179548c849f8492ba"},
-    {file = "typed_ast-1.5.5-cp39-cp39-win_amd64.whl", hash = "sha256:335f22ccb244da2b5c296e6f96b06ee9bed46526db0de38d2f0e5a6597b81155"},
-    {file = "typed_ast-1.5.5.tar.gz", hash = "sha256:94282f7a354f36ef5dbce0ef3467ebf6a258e370ab33d5b40c249fa996e590dd"},
-]
-
 [[package]]
 name = "typing-extensions"
 version = "4.7.1"
@@ -2983,6 +3269,18 @@ files = [
     {file = "typing_extensions-4.7.1.tar.gz", hash = "sha256:b75ddc264f0ba5615db7ba217daeb99701ad295353c45f9e95963337ceeeffb2"},
 ]
 
+[[package]]
+name = "tzdata"
+version = "2023.3"
+description = "Provider of IANA time zone data"
+category = "main"
+optional = false
+python-versions = ">=2"
+files = [
+    {file = "tzdata-2023.3-py2.py3-none-any.whl", hash = "sha256:7e65763eef3120314099b6939b5546db7adce1e7d6f2e179e3df563c70511eda"},
+    {file = "tzdata-2023.3.tar.gz", hash = "sha256:11ef1e08e54acb0d4f95bdb1be05da659673de4acbd21bf9c69e94cc5e907a3a"},
+]
+
 [[package]]
 name = "uri-template"
 version = "1.3.0"
@@ -3000,21 +3298,20 @@ dev = ["flake8", "flake8-annotations", "flake8-bandit", "flake8-bugbear", "flake
 
 [[package]]
 name = "urllib3"
-version = "2.0.4"
+version = "1.26.16"
 description = "HTTP library with thread-safe connection pooling, file post, and more."
-category = "dev"
+category = "main"
 optional = false
-python-versions = ">=3.7"
+python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*, !=3.4.*, !=3.5.*"
 files = [
-    {file = "urllib3-2.0.4-py3-none-any.whl", hash = "sha256:de7df1803967d2c2a98e4b11bb7d6bd9210474c46e8a0401514e3a42a75ebde4"},
-    {file = "urllib3-2.0.4.tar.gz", hash = "sha256:8d22f86aae8ef5e410d4f539fde9ce6b2113a001bb4d189e0aed70642d602b11"},
+    {file = "urllib3-1.26.16-py2.py3-none-any.whl", hash = "sha256:8d36afa7616d8ab714608411b4a3b13e58f463aee519024578e062e141dce20f"},
+    {file = "urllib3-1.26.16.tar.gz", hash = "sha256:8f135f6502756bde6b2a9b28989df5fbe87c9970cecaa69041edcce7f0589b14"},
 ]
 
 [package.extras]
-brotli = ["brotli (>=1.0.9)", "brotlicffi (>=0.8.0)"]
-secure = ["certifi", "cryptography (>=1.9)", "idna (>=2.0.0)", "pyopenssl (>=17.1.0)", "urllib3-secure-extra"]
-socks = ["pysocks (>=1.5.6,!=1.5.7,<2.0)"]
-zstd = ["zstandard (>=0.18.0)"]
+brotli = ["brotli (>=1.0.9)", "brotlicffi (>=0.8.0)", "brotlipy (>=0.6.0)"]
+secure = ["certifi", "cryptography (>=1.3.4)", "idna (>=2.0.0)", "ipaddress", "pyOpenSSL (>=0.14)", "urllib3-secure-extra"]
+socks = ["PySocks (>=1.5.6,!=1.5.7,<2.0)"]
 
 [[package]]
 name = "wcwidth"
@@ -3058,18 +3355,18 @@ files = [
 
 [[package]]
 name = "websocket-client"
-version = "1.6.1"
+version = "1.6.3"
 description = "WebSocket client for Python with low level API options"
 category = "dev"
 optional = false
-python-versions = ">=3.7"
+python-versions = ">=3.8"
 files = [
-    {file = "websocket-client-1.6.1.tar.gz", hash = "sha256:c951af98631d24f8df89ab1019fc365f2227c0892f12fd150e935607c79dd0dd"},
-    {file = "websocket_client-1.6.1-py3-none-any.whl", hash = "sha256:f1f9f2ad5291f0225a49efad77abf9e700b6fef553900623060dad6e26503b9d"},
+    {file = "websocket-client-1.6.3.tar.gz", hash = "sha256:3aad25d31284266bcfcfd1fd8a743f63282305a364b8d0948a43bd606acc652f"},
+    {file = "websocket_client-1.6.3-py3-none-any.whl", hash = "sha256:6cfc30d051ebabb73a5fa246efdcc14c8fbebbd0330f8984ac3bb6d9edd2ad03"},
 ]
 
 [package.extras]
-docs = ["Sphinx (>=3.4)", "sphinx-rtd-theme (>=0.5)"]
+docs = ["Sphinx (>=6.0)", "sphinx-rtd-theme (>=1.1.0)"]
 optional = ["python-socks", "wsaccel"]
 test = ["websockets"]
 
@@ -3183,21 +3480,26 @@ test = ["mypy", "pre-commit", "pytest", "pytest-asyncio", "websockets (>=10.0)"]
 
 [[package]]
 name = "zipp"
-version = "3.15.0"
+version = "3.16.2"
 description = "Backport of pathlib-compatible object wrapper for zip files"
 category = "main"
 optional = false
-python-versions = ">=3.7"
+python-versions = ">=3.8"
 files = [
-    {file = "zipp-3.15.0-py3-none-any.whl", hash = "sha256:48904fc76a60e542af151aded95726c1a5c34ed43ab4134b597665c86d7ad556"},
-    {file = "zipp-3.15.0.tar.gz", hash = "sha256:112929ad649da941c23de50f356a2b5570c954b65150642bccdd66bf194d224b"},
+    {file = "zipp-3.16.2-py3-none-any.whl", hash = "sha256:679e51dd4403591b2d6838a48de3d283f3d188412a9782faadf845f298736ba0"},
+    {file = "zipp-3.16.2.tar.gz", hash = "sha256:ebc15946aa78bd63458992fc81ec3b6f7b1e92d51c35e6de1c3804e73b799147"},
 ]
 
 [package.extras]
-docs = ["furo", "jaraco.packaging (>=9)", "jaraco.tidelift (>=1.4)", "rst.linker (>=1.9)", "sphinx (>=3.5)", "sphinx-lint"]
-testing = ["big-O", "flake8 (<5)", "jaraco.functools", "jaraco.itertools", "more-itertools", "pytest (>=6)", "pytest-black (>=0.3.7)", "pytest-checkdocs (>=2.4)", "pytest-cov", "pytest-enabler (>=1.3)", "pytest-flake8", "pytest-mypy (>=0.9.1)"]
+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", "more-itertools", "pytest (>=6)", "pytest-black (>=0.3.7)", "pytest-checkdocs (>=2.4)", "pytest-cov", "pytest-enabler (>=2.2)", "pytest-ignore-flaky", "pytest-mypy (>=0.9.1)", "pytest-ruff"]
+
+[extras]
+postgres = ["psycopg2-binary", "sqlalchemy"]
+pyspark = ["pyspark"]
+spark = ["pyspark"]
 
 [metadata]
 lock-version = "2.0"
-python-versions = ">=3.7,<4.0.0"
-content-hash = "d2c6386aaed749847b5c0a71bbc45d82303076ff71154b7806454c644c022fbd"
+python-versions = ">=3.8,<4.0.0"
+content-hash = "93618063d3842023bde4597b5ef65529988b90e1e3a6283e541c116cd6274457"

From c3eeca15777f490145ea1cdba8141547dcbcfa41 Mon Sep 17 00:00:00 2001
From: Tom Hepworth <45356472+ThomasHepworth@users.noreply.github.com>
Date: Tue, 12 Sep 2023 14:17:48 +0100
Subject: [PATCH 11/19] add athena install

---
 pyproject.toml | 1 +
 1 file changed, 1 insertion(+)

diff --git a/pyproject.toml b/pyproject.toml
index f092a4a6e6..192b0e23b7 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -63,6 +63,7 @@ pyspark = "^3.2.1"
 [tool.poetry.extras]
 pyspark = ["pyspark"]
 spark = ["pyspark"]
+athena = ["awswrangler"]
 postgres = ["sqlalchemy", "psycopg2-binary"]
 
 [build-system]

From 0892b2a33c668986f2986cb0217c2c0634f7ef2b Mon Sep 17 00:00:00 2001
From: Tom Hepworth <thomas.hepworth@justice.gov.uk>
Date: Tue, 12 Sep 2023 14:37:05 +0100
Subject: [PATCH 12/19] py3.7+ -> 3.8+

---
 docs/getting_started.md | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/docs/getting_started.md b/docs/getting_started.md
index 79351b9eae..d198c71f3a 100644
--- a/docs/getting_started.md
+++ b/docs/getting_started.md
@@ -6,7 +6,7 @@ hide:
 # Getting Started
 
 ## :material-download: Install
-Splink supports python 3.7+.
+Splink supports python 3.8+.
 
 To obtain the latest released version of splink you can install from PyPI using pip:
 ```shell

From 89a9c2fbab8ac8b02616231881e38ec775fec3f2 Mon Sep 17 00:00:00 2001
From: Tom Hepworth <45356472+ThomasHepworth@users.noreply.github.com>
Date: Tue, 12 Sep 2023 14:37:34 +0100
Subject: [PATCH 13/19] py3.7+ -> 3.8+

---
 README.md | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/README.md b/README.md
index 666cb7de82..b83307a73b 100644
--- a/README.md
+++ b/README.md
@@ -58,7 +58,7 @@ The Office for National Statistics have written a [case study about using Splink
 
 ## Installation
 
-Splink supports python 3.7+. To obtain the latest released version of splink you can install from PyPI using pip:
+Splink supports python 3.8+. To obtain the latest released version of splink you can install from PyPI using pip:
 
 ```sh
 pip install splink

From 2075ae51e1962e3cdb1cc57b49df5d92012d7543 Mon Sep 17 00:00:00 2001
From: Tom Hepworth <thomas.hepworth@justice.gov.uk>
Date: Wed, 13 Sep 2023 11:23:54 +0100
Subject: [PATCH 14/19] pyarrow = 7.0.0

---
 pyproject.toml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/pyproject.toml b/pyproject.toml
index 192b0e23b7..6b11719351 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -54,7 +54,7 @@ lzstring = "1.0.4"
 [tool.poetry.group.demos.dependencies]
 importlib-resources = "5.4.0"
 jupyterlab = "3.6.1"
-pyarrow = "^7.0.0"
+pyarrow = "7.0.0"
 ipywidgets = "8.0.4"
 nbmake = "1.3.4"
 pytest = "^7.0"

From 378d6a5e7fef9f130e5060b2806a24dac9beaa27 Mon Sep 17 00:00:00 2001
From: Tom Hepworth <thomas.hepworth@justice.gov.uk>
Date: Wed, 13 Sep 2023 21:47:11 +0100
Subject: [PATCH 15/19] downgrade pandas

---
 poetry.lock    | 560 +++++++++++++++++++++++--------------------------
 pyproject.toml |  11 +-
 2 files changed, 271 insertions(+), 300 deletions(-)

diff --git a/poetry.lock b/poetry.lock
index b63f6549c1..1f7c3fa09c 100644
--- a/poetry.lock
+++ b/poetry.lock
@@ -350,18 +350,18 @@ css = ["tinycss2 (>=1.1.0,<1.2)"]
 
 [[package]]
 name = "boto3"
-version = "1.28.45"
+version = "1.28.47"
 description = "The AWS SDK for Python"
 category = "main"
 optional = true
 python-versions = ">= 3.7"
 files = [
-    {file = "boto3-1.28.45-py3-none-any.whl", hash = "sha256:682abbd304e93e726163d7de7448c1bf88108c72cf6a23dceb6bba86fdc86dff"},
-    {file = "boto3-1.28.45.tar.gz", hash = "sha256:4ee914266c9bed16978677a367fd05053d8dcaddcbe998c9df30787ab73f87aa"},
+    {file = "boto3-1.28.47-py3-none-any.whl", hash = "sha256:27560da44099e7e2ee961d3971d8ea659de2e0dc24e78043d1c3027d89b2d8a2"},
+    {file = "boto3-1.28.47.tar.gz", hash = "sha256:be69cd28e3732b63ad61f6d2429b1eac92428588911a5a7367faa4e129a4738d"},
 ]
 
 [package.dependencies]
-botocore = ">=1.31.45,<1.32.0"
+botocore = ">=1.31.47,<1.32.0"
 jmespath = ">=0.7.1,<2.0.0"
 s3transfer = ">=0.6.0,<0.7.0"
 
@@ -370,14 +370,14 @@ crt = ["botocore[crt] (>=1.21.0,<2.0a0)"]
 
 [[package]]
 name = "botocore"
-version = "1.31.45"
+version = "1.31.47"
 description = "Low-level, data-driven core of boto 3."
 category = "main"
 optional = true
 python-versions = ">= 3.7"
 files = [
-    {file = "botocore-1.31.45-py3-none-any.whl", hash = "sha256:cceb150cff1d7f7a6faf655510a8384eb4505a33b430495fe1744d03a70dc66a"},
-    {file = "botocore-1.31.45.tar.gz", hash = "sha256:85ff64a0ac2705c4ba36268c3b2dbc1184062e9cf729a89dd66c2f54f730fc79"},
+    {file = "botocore-1.31.47-py3-none-any.whl", hash = "sha256:6a60f9601270458102529b17fdcba5551b918f9eedc32bbc2f467e63edfb2662"},
+    {file = "botocore-1.31.47.tar.gz", hash = "sha256:a0ba5629eb17a37bf449bccda9df6ae652d5755f73145519d5eb244f6963b31b"},
 ]
 
 [package.dependencies]
@@ -611,34 +611,30 @@ typing = ["mypy (>=0.990)"]
 
 [[package]]
 name = "debugpy"
-version = "1.7.0"
+version = "1.8.0"
 description = "An implementation of the Debug Adapter Protocol for Python"
 category = "dev"
 optional = false
-python-versions = ">=3.7"
+python-versions = ">=3.8"
 files = [
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+    {file = "debugpy-1.8.0-py2.py3-none-any.whl", hash = "sha256:9c9b0ac1ce2a42888199df1a1906e45e6f3c9555497643a85e0bf2406e3ffbc4"},
+    {file = "debugpy-1.8.0.zip", hash = "sha256:12af2c55b419521e33d5fb21bd022df0b5eb267c3e178f1d374a63a2a6bdccd0"},
 ]
 
 [[package]]
@@ -1415,14 +1411,14 @@ files = [
 
 [[package]]
 name = "jupyterlab-server"
-version = "2.24.0"
+version = "2.25.0"
 description = "A set of server components for JupyterLab and JupyterLab like applications."
 category = "dev"
 optional = false
-python-versions = ">=3.7"
+python-versions = ">=3.8"
 files = [
-    {file = "jupyterlab_server-2.24.0-py3-none-any.whl", hash = "sha256:5f077e142bb8dc9b843d960f940c513581bceca3793a0d80f9c67d9522c4e876"},
-    {file = "jupyterlab_server-2.24.0.tar.gz", hash = "sha256:4e6f99e0a5579bbbc32e449c4dbb039561d4f1a7827d5733273ed56738f21f07"},
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 ]
 
 [package.dependencies]
@@ -1430,26 +1426,26 @@ babel = ">=2.10"
 importlib-metadata = {version = ">=4.8.3", markers = "python_version < \"3.10\""}
 jinja2 = ">=3.0.3"
 json5 = ">=0.9.0"
-jsonschema = ">=4.17.3"
+jsonschema = ">=4.18.0"
 jupyter-server = ">=1.21,<3"
 packaging = ">=21.3"
-requests = ">=2.28"
+requests = ">=2.31"
 
 [package.extras]
 docs = ["autodoc-traits", "jinja2 (<3.2.0)", "mistune (<4)", "myst-parser", "pydata-sphinx-theme", "sphinx", "sphinx-copybutton", "sphinxcontrib-openapi (>0.8)"]
-openapi = ["openapi-core (>=0.16.1,<0.17.0)", "ruamel-yaml"]
-test = ["hatch", "ipykernel", "jupyterlab-server[openapi]", "openapi-spec-validator (>=0.5.1,<0.7.0)", "pytest (>=7.0)", "pytest-console-scripts", "pytest-cov", "pytest-jupyter[server] (>=0.6.2)", "pytest-timeout", "requests-mock", "sphinxcontrib-spelling", "strict-rfc3339", "werkzeug"]
+openapi = ["openapi-core (>=0.18.0,<0.19.0)", "ruamel-yaml"]
+test = ["hatch", "ipykernel", "openapi-core (>=0.18.0,<0.19.0)", "openapi-spec-validator (>=0.6.0,<0.7.0)", "pytest (>=7.0)", "pytest-console-scripts", "pytest-cov", "pytest-jupyter[server] (>=0.6.2)", "pytest-timeout", "requests-mock", "ruamel-yaml", "sphinxcontrib-spelling", "strict-rfc3339", "werkzeug"]
 
 [[package]]
 name = "jupyterlab-widgets"
-version = "3.0.8"
+version = "3.0.9"
 description = "Jupyter interactive widgets for JupyterLab"
 category = "dev"
 optional = false
 python-versions = ">=3.7"
 files = [
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 ]
 
 [[package]]
@@ -1861,37 +1857,39 @@ files = [
 
 [[package]]
 name = "pandas"
-version = "2.0.3"
+version = "1.5.3"
 description = "Powerful data structures for data analysis, time series, and statistics"
 category = "main"
 optional = false
 python-versions = ">=3.8"
 files = [
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 name = "pandocfilters"
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 [package.dependencies]
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+    {file = "SQLAlchemy-2.0.20-cp39-cp39-win32.whl", hash = "sha256:3423dc2a3b94125094897118b52bdf4d37daf142cbcf26d48af284b763ab90e9"},
+    {file = "SQLAlchemy-2.0.20-cp39-cp39-win_amd64.whl", hash = "sha256:5ed61e3463021763b853628aef8bc5d469fe12d95f82c74ef605049d810f3267"},
+    {file = "SQLAlchemy-2.0.20-py3-none-any.whl", hash = "sha256:63a368231c53c93e2b67d0c5556a9836fdcd383f7e3026a39602aad775b14acf"},
+    {file = "SQLAlchemy-2.0.20.tar.gz", hash = "sha256:ca8a5ff2aa7f3ade6c498aaafce25b1eaeabe4e42b73e25519183e4566a16fc6"},
+]
+
+[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\""}
+typing-extensions = ">=4.2.0"
+
+[package.extras]
+aiomysql = ["aiomysql (>=0.2.0)", "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)", "greenlet (!=0.4.17)"]
-mariadb-connector = ["mariadb (>=1.0.1,!=1.1.2)"]
+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)"]
 mssql = ["pyodbc"]
 mssql-pymssql = ["pymssql"]
 mssql-pyodbc = ["pyodbc"]
-mypy = ["mypy (>=0.910)", "sqlalchemy2-stubs"]
-mysql = ["mysqlclient (>=1.4.0)", "mysqlclient (>=1.4.0,<2)"]
+mypy = ["mypy (>=0.910)"]
+mysql = ["mysqlclient (>=1.4.0)"]
 mysql-connector = ["mysql-connector-python"]
-oracle = ["cx-oracle (>=7)", "cx-oracle (>=7,<8)"]
+oracle = ["cx-oracle (>=7)"]
+oracle-oracledb = ["oracledb (>=1.0.1)"]
 postgresql = ["psycopg2 (>=2.7)"]
 postgresql-asyncpg = ["asyncpg", "greenlet (!=0.4.17)"]
-postgresql-pg8000 = ["pg8000 (>=1.16.6,!=1.29.0)"]
+postgresql-pg8000 = ["pg8000 (>=1.29.1)"]
+postgresql-psycopg = ["psycopg (>=3.0.7)"]
 postgresql-psycopg2binary = ["psycopg2-binary"]
 postgresql-psycopg2cffi = ["psycopg2cffi"]
-pymysql = ["pymysql", "pymysql (<1)"]
+postgresql-psycopgbinary = ["psycopg[binary] (>=3.0.7)"]
+pymysql = ["pymysql"]
 sqlcipher = ["sqlcipher3-binary"]
 
 [[package]]
@@ -3269,18 +3252,6 @@ files = [
     {file = "typing_extensions-4.7.1.tar.gz", hash = "sha256:b75ddc264f0ba5615db7ba217daeb99701ad295353c45f9e95963337ceeeffb2"},
 ]
 
-[[package]]
-name = "tzdata"
-version = "2023.3"
-description = "Provider of IANA time zone data"
-category = "main"
-optional = false
-python-versions = ">=2"
-files = [
-    {file = "tzdata-2023.3-py2.py3-none-any.whl", hash = "sha256:7e65763eef3120314099b6939b5546db7adce1e7d6f2e179e3df563c70511eda"},
-    {file = "tzdata-2023.3.tar.gz", hash = "sha256:11ef1e08e54acb0d4f95bdb1be05da659673de4acbd21bf9c69e94cc5e907a3a"},
-]
-
 [[package]]
 name = "uri-template"
 version = "1.3.0"
@@ -3372,14 +3343,14 @@ test = ["websockets"]
 
 [[package]]
 name = "widgetsnbextension"
-version = "4.0.8"
+version = "4.0.9"
 description = "Jupyter interactive widgets for Jupyter Notebook"
 category = "dev"
 optional = false
 python-versions = ">=3.7"
 files = [
-    {file = "widgetsnbextension-4.0.8-py3-none-any.whl", hash = "sha256:2e37f0ce9da11651056280c7efe96f2db052fe8fc269508e3724f5cbd6c93018"},
-    {file = "widgetsnbextension-4.0.8.tar.gz", hash = "sha256:9ec291ba87c2dfad42c3d5b6f68713fa18be1acd7476569516b2431682315c17"},
+    {file = "widgetsnbextension-4.0.9-py3-none-any.whl", hash = "sha256:91452ca8445beb805792f206e560c1769284267a30ceb1cec9f5bcc887d15175"},
+    {file = "widgetsnbextension-4.0.9.tar.gz", hash = "sha256:3c1f5e46dc1166dfd40a42d685e6a51396fd34ff878742a3e47c6f0cc4a2a385"},
 ]
 
 [[package]]
@@ -3495,6 +3466,7 @@ docs = ["furo", "jaraco.packaging (>=9.3)", "jaraco.tidelift (>=1.4)", "rst.link
 testing = ["big-O", "jaraco.functools", "jaraco.itertools", "more-itertools", "pytest (>=6)", "pytest-black (>=0.3.7)", "pytest-checkdocs (>=2.4)", "pytest-cov", "pytest-enabler (>=2.2)", "pytest-ignore-flaky", "pytest-mypy (>=0.9.1)", "pytest-ruff"]
 
 [extras]
+athena = ["awswrangler"]
 postgres = ["psycopg2-binary", "sqlalchemy"]
 pyspark = ["pyspark"]
 spark = ["pyspark"]
@@ -3502,4 +3474,4 @@ spark = ["pyspark"]
 [metadata]
 lock-version = "2.0"
 python-versions = ">=3.8,<4.0.0"
-content-hash = "93618063d3842023bde4597b5ef65529988b90e1e3a6283e541c116cd6274457"
+content-hash = "6bfacf7bdd3a2efcfdf76765b59af4952c874adb6d6b687c480af111aa29ac4f"
diff --git a/pyproject.toml b/pyproject.toml
index 6b11719351..20de9aea73 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -11,12 +11,12 @@ readme = "README.md"
 [tool.poetry.dependencies]
 python = ">=3.8,<4.0.0"
 jsonschema = ">=3.2,<5.0"
-pandas = ">=1.2.0"
+pandas = "^1.2.0"
 duckdb = ">=0.8.0"
 pyspark = {version="^3.2.1", optional=true}
 awswrangler = {version=">=3.0.0,<4.0.0", optional=true}
 psycopg2-binary = {version=">=2.8.0", optional=true}
-sqlalchemy = {version=">=1.4.0,<2.0.0", optional=true}
+sqlalchemy = {version=">=2.0.0", optional=true}
 # normalize issue in sqlglot - temporarily exclude updates
 sqlglot = ">=7.0.0,<11.4.2"
 altair = "^5.0.1"
@@ -27,8 +27,7 @@ phonetics = "^1.0.5"
 [tool.poetry.group.dev.dependencies]
 tabulate = "0.8.9"
 pyspark = "^3.2.1"
-# sqlalchemy >= 2.0.0 not working well with older pandas
-sqlalchemy = ">=1.4.0,<2.0.0"
+sqlalchemy = ">=2.0.0"
 # temporarily use binary version, to avoid issues with pg_config path
 psycopg2-binary = ">=2.8.0"
 
@@ -40,7 +39,7 @@ ruff = "0.0.257"
 [tool.poetry.group.testing]
 [tool.poetry.group.testing.dependencies]
 pytest = "^7.0"
-pyarrow = "^7.0.0"
+pyarrow = ">=7.0.0"
 networkx = "2.5.1"
 rapidfuzz = "^2.0.3"
 
@@ -54,7 +53,7 @@ lzstring = "1.0.4"
 [tool.poetry.group.demos.dependencies]
 importlib-resources = "5.4.0"
 jupyterlab = "3.6.1"
-pyarrow = "7.0.0"
+pyarrow = ">=7.0.0"
 ipywidgets = "8.0.4"
 nbmake = "1.3.4"
 pytest = "^7.0"

From 29b5c842261b9dc5e496fc1f52aab13aa392b1dc Mon Sep 17 00:00:00 2001
From: Tom Hepworth <thomas.hepworth@justice.gov.uk>
Date: Thu, 14 Sep 2023 10:38:12 +0100
Subject: [PATCH 16/19] cast dates as strings to avoid pandas issues

---
 tests/test_datediff_level.py | 11 ++++++++---
 1 file changed, 8 insertions(+), 3 deletions(-)

diff --git a/tests/test_datediff_level.py b/tests/test_datediff_level.py
index 5f4d57cfdb..42addde8b2 100644
--- a/tests/test_datediff_level.py
+++ b/tests/test_datediff_level.py
@@ -55,6 +55,7 @@ def test_datediff_levels(test_helpers, dialect):
             },
         ]
     )
+    df = helper.convert_frame(df)
 
     exact_match_fn = cl.exact_match("first_name")
 
@@ -68,21 +69,25 @@ def test_datediff_levels(test_helpers, dialect):
                 date_col="dob",
                 date_threshold=30,
                 date_metric="day",
+                cast_strings_to_date=True,
             ),
             cll.datediff_level(
                 date_col="dob",
                 date_threshold=12,
                 date_metric="month",
+                cast_strings_to_date=True,
             ),
             cll.datediff_level(
                 date_col="dob",
                 date_threshold=5,
                 date_metric="year",
+                cast_strings_to_date=True,
             ),
             cll.datediff_level(
                 date_col="dob",
                 date_threshold=100,
                 date_metric="year",
+                cast_strings_to_date=True,
             ),
             cll.else_level(),
         ],
@@ -98,14 +103,14 @@ def test_datediff_levels(test_helpers, dialect):
         "comparisons": [
             exact_match_fn,
             cl.datediff_at_thresholds(
-                "dob", [30, 12, 5, 100], ["day", "month", "year", "year"]
+                "dob", [30, 12, 5, 100],
+                ["day", "month", "year", "year"],
+                cast_strings_to_date=True
             ),
         ],
     }
 
     # We need to put our column in datetime format for this to work
-    df["dob"] = pd.to_datetime(df["dob"])
-
     linker = helper.Linker(df, settings_cl, **helper.extra_linker_args())
     cl_df_e = linker.predict().as_pandas_dataframe()
     linker = helper.Linker(df, settings_cll, **helper.extra_linker_args())

From 4691eea3ec202c2d220c1a79ca1887ac402af283 Mon Sep 17 00:00:00 2001
From: Tom Hepworth <thomas.hepworth@justice.gov.uk>
Date: Thu, 14 Sep 2023 10:38:29 +0100
Subject: [PATCH 17/19] `iteritems()` -> `items()`

---
 tests/helpers.py | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/tests/helpers.py b/tests/helpers.py
index a22fb8e37d..b65a249c88 100644
--- a/tests/helpers.py
+++ b/tests/helpers.py
@@ -221,7 +221,7 @@ def convert_frame(self, df):
         # workaround to handle array column conversion
         # manually mark any list columns so type is handled correctly
         dtypes = {}
-        for colname, values in df.iteritems():
+        for colname, values in df.items():
             # TODO: will fail if first value is null
             if isinstance(values[0], list):
                 # TODO: will fail if first array is empty

From 6b75673328ef9c092a8fb3ec7b3fa5c3af32a32a Mon Sep 17 00:00:00 2001
From: Tom Hepworth <thomas.hepworth@justice.gov.uk>
Date: Thu, 14 Sep 2023 10:39:07 +0100
Subject: [PATCH 18/19] support pandas >=2.0

---
 poetry.lock    | 214 +++++++++++++++++++++++++++----------------------
 pyproject.toml |   8 +-
 2 files changed, 124 insertions(+), 98 deletions(-)

diff --git a/poetry.lock b/poetry.lock
index 1f7c3fa09c..a1042a9197 100644
--- a/poetry.lock
+++ b/poetry.lock
@@ -1857,39 +1857,37 @@ files = [
 
 [[package]]
 name = "pandas"
-version = "1.5.3"
+version = "2.0.3"
 description = "Powerful data structures for data analysis, time series, and statistics"
 category = "main"
 optional = false
 python-versions = ">=3.8"
 files = [
-    {file = "pandas-1.5.3-cp310-cp310-macosx_10_9_universal2.whl", hash = "sha256:3749077d86e3a2f0ed51367f30bf5b82e131cc0f14260c4d3e499186fccc4406"},
-    {file = "pandas-1.5.3-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:972d8a45395f2a2d26733eb8d0f629b2f90bebe8e8eddbb8829b180c09639572"},
-    {file = "pandas-1.5.3-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:50869a35cbb0f2e0cd5ec04b191e7b12ed688874bd05dd777c19b28cbea90996"},
-    {file = "pandas-1.5.3-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:c3ac844a0fe00bfaeb2c9b51ab1424e5c8744f89860b138434a363b1f620f354"},
-    {file = "pandas-1.5.3-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:7a0a56cef15fd1586726dace5616db75ebcfec9179a3a55e78f72c5639fa2a23"},
-    {file = "pandas-1.5.3-cp310-cp310-win_amd64.whl", hash = "sha256:478ff646ca42b20376e4ed3fa2e8d7341e8a63105586efe54fa2508ee087f328"},
-    {file = "pandas-1.5.3-cp311-cp311-macosx_10_9_universal2.whl", hash = "sha256:6973549c01ca91ec96199e940495219c887ea815b2083722821f1d7abfa2b4dc"},
-    {file = "pandas-1.5.3-cp311-cp311-macosx_10_9_x86_64.whl", hash = "sha256:c39a8da13cede5adcd3be1182883aea1c925476f4e84b2807a46e2775306305d"},
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-    {file = "pandas-1.5.3-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:5f2b952406a1588ad4cad5b3f55f520e82e902388a6d5a4a91baa8d38d23c7f6"},
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+    {file = "SQLAlchemy-1.4.49.tar.gz", hash = "sha256:06ff25cbae30c396c4b7737464f2a7fc37a67b7da409993b182b024cec80aed9"},
+]
+
+[package.dependencies]
+greenlet = {version = "!=0.4.17", markers = "python_version >= \"3\" and platform_machine == \"aarch64\" or python_version >= \"3\" and platform_machine == \"ppc64le\" or python_version >= \"3\" and platform_machine == \"x86_64\" or python_version >= \"3\" and platform_machine == \"amd64\" or python_version >= \"3\" and platform_machine == \"AMD64\" or python_version >= \"3\" and platform_machine == \"win32\" or python_version >= \"3\" and platform_machine == \"WIN32\""}
+
+[package.extras]
+aiomysql = ["aiomysql", "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)"]
+asyncmy = ["asyncmy (>=0.2.3,!=0.2.4)", "greenlet (!=0.4.17)"]
+mariadb-connector = ["mariadb (>=1.0.1,!=1.1.2)"]
 mssql = ["pyodbc"]
 mssql-pymssql = ["pymssql"]
 mssql-pyodbc = ["pyodbc"]
-mypy = ["mypy (>=0.910)"]
-mysql = ["mysqlclient (>=1.4.0)"]
+mypy = ["mypy (>=0.910)", "sqlalchemy2-stubs"]
+mysql = ["mysqlclient (>=1.4.0)", "mysqlclient (>=1.4.0,<2)"]
 mysql-connector = ["mysql-connector-python"]
-oracle = ["cx-oracle (>=7)"]
-oracle-oracledb = ["oracledb (>=1.0.1)"]
+oracle = ["cx-oracle (>=7)", "cx-oracle (>=7,<8)"]
 postgresql = ["psycopg2 (>=2.7)"]
 postgresql-asyncpg = ["asyncpg", "greenlet (!=0.4.17)"]
-postgresql-pg8000 = ["pg8000 (>=1.29.1)"]
-postgresql-psycopg = ["psycopg (>=3.0.7)"]
+postgresql-pg8000 = ["pg8000 (>=1.16.6,!=1.29.0)"]
 postgresql-psycopg2binary = ["psycopg2-binary"]
 postgresql-psycopg2cffi = ["psycopg2cffi"]
-postgresql-psycopgbinary = ["psycopg[binary] (>=3.0.7)"]
-pymysql = ["pymysql"]
+pymysql = ["pymysql", "pymysql (<1)"]
 sqlcipher = ["sqlcipher3-binary"]
 
 [[package]]
@@ -3252,6 +3264,18 @@ files = [
     {file = "typing_extensions-4.7.1.tar.gz", hash = "sha256:b75ddc264f0ba5615db7ba217daeb99701ad295353c45f9e95963337ceeeffb2"},
 ]
 
+[[package]]
+name = "tzdata"
+version = "2023.3"
+description = "Provider of IANA time zone data"
+category = "main"
+optional = false
+python-versions = ">=2"
+files = [
+    {file = "tzdata-2023.3-py2.py3-none-any.whl", hash = "sha256:7e65763eef3120314099b6939b5546db7adce1e7d6f2e179e3df563c70511eda"},
+    {file = "tzdata-2023.3.tar.gz", hash = "sha256:11ef1e08e54acb0d4f95bdb1be05da659673de4acbd21bf9c69e94cc5e907a3a"},
+]
+
 [[package]]
 name = "uri-template"
 version = "1.3.0"
@@ -3474,4 +3498,4 @@ spark = ["pyspark"]
 [metadata]
 lock-version = "2.0"
 python-versions = ">=3.8,<4.0.0"
-content-hash = "6bfacf7bdd3a2efcfdf76765b59af4952c874adb6d6b687c480af111aa29ac4f"
+content-hash = "af3ec660b0144c6874c055bbcca6503c01d86a4028815a00dcd1b2bbaf63afc4"
diff --git a/pyproject.toml b/pyproject.toml
index 20de9aea73..165fcfcbcf 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -11,12 +11,13 @@ readme = "README.md"
 [tool.poetry.dependencies]
 python = ">=3.8,<4.0.0"
 jsonschema = ">=3.2,<5.0"
-pandas = "^1.2.0"
+pandas = ">=1.2.0"
 duckdb = ">=0.8.0"
 pyspark = {version="^3.2.1", optional=true}
 awswrangler = {version=">=3.0.0,<4.0.0", optional=true}
 psycopg2-binary = {version=">=2.8.0", optional=true}
-sqlalchemy = {version=">=2.0.0", optional=true}
+# sqlalchemy >= 2.0.0 not working well with older pandas
+sqlalchemy = ">=1.4.0,<2.0.0"
 # normalize issue in sqlglot - temporarily exclude updates
 sqlglot = ">=7.0.0,<11.4.2"
 altair = "^5.0.1"
@@ -27,7 +28,8 @@ phonetics = "^1.0.5"
 [tool.poetry.group.dev.dependencies]
 tabulate = "0.8.9"
 pyspark = "^3.2.1"
-sqlalchemy = ">=2.0.0"
+# sqlalchemy >= 2.0.0 not working well with older pandas
+sqlalchemy = ">=1.4.0,<2.0.0"
 # temporarily use binary version, to avoid issues with pg_config path
 psycopg2-binary = ">=2.8.0"
 

From 94b954c33a1b3b6003aafa262e43fca2e419cb54 Mon Sep 17 00:00:00 2001
From: Tom Hepworth <thomas.hepworth@justice.gov.uk>
Date: Thu, 14 Sep 2023 09:40:09 +0000
Subject: [PATCH 19/19] lint with black

---
 tests/test_datediff_level.py | 5 +++--
 1 file changed, 3 insertions(+), 2 deletions(-)

diff --git a/tests/test_datediff_level.py b/tests/test_datediff_level.py
index 42addde8b2..c30172cef8 100644
--- a/tests/test_datediff_level.py
+++ b/tests/test_datediff_level.py
@@ -103,9 +103,10 @@ def test_datediff_levels(test_helpers, dialect):
         "comparisons": [
             exact_match_fn,
             cl.datediff_at_thresholds(
-                "dob", [30, 12, 5, 100],
+                "dob",
+                [30, 12, 5, 100],
                 ["day", "month", "year", "year"],
-                cast_strings_to_date=True
+                cast_strings_to_date=True,
             ),
         ],
     }