Switch to SQLAlchemy 2.0 (#1127)

SQLAlchemy 2.0 came out in January of 2023 (>1.5 years ago). It
introduced a variety of breaking changes. Sematic uses SQLAlchemy
heavily, and in complex ways (ORM type introspection for dynamic
serialization/deserialization, ORM type mixins, complex and dynamic
query builds). This meant we had to wait to upgrade until sufficient
time could be dedicated to migrating and testing it. We don't want to
wait too much longer, it's only a matter of time before 1.x releases
stop getting published and SQLAlchemy's development has largely shifted
to >=2.0. So this PR bites the bullet and does the upgrade.

This PR also upgrades the server image python version to 3.12. While not
technically related to the SQLAlchemy changes, it follows closely on the
heels of #1126 , and since that did not change anything running on the
server (but this does) it seemed like an OK place to add so the 3.12
server and SQLAlchemy 2.0 changes could be tested together.

Finally, there was actually a bug for custom metrics usage that was not
caught in unit tests. This PR fixes that bug, confirmed in remote
testing.

Testing
--------

In addition to all unit tests passing, I also tested running a local
server with bazel and running the MNIST example in it. I confirmed
built-in metrics worked and the pipeline passed with the expected
resulting UI.

I then built a wheel with these changes and published a release
candidate Docker image for the standard and EE images.

In a remote environment, I:

- Confirmed the built-in system pipeline metrics (ex: success rate and
timings) worked
- ran a pipeline end-to-end
- ran a pipeline that used a Ray cluster
- ran a pipeline that used custom metrics and confirmed the UI works
- cofirmed that the cleaner is working
- tested run search extensively

---------

Co-authored-by: Josh Bauer <josh@sematic.dev>

Author: augray

docker/Dockerfile.server

@@ -4,7 +4,7 @@
 
 # see https://stackoverflow.com/questions/65612411/forcing-docker-to-use-linux-amd64-platform-by-default-on-macos/69636473#69636473
 # for why --platform
-FROM --platform=linux/amd64 python:3.9-bullseye
+FROM --platform=linux/amd64 python:3.12-bookworm
 ARG EXTRA
 
 RUN python3 -m pip install --upgrade pip

docs/upgrades.md

@@ -117,6 +117,17 @@ delta, but only:
 when performing the upgrade.
 {% endhint %}
 
+### vX.X.X to v0.39.0
+
+In v0.39.0, Sematic switched its [SQLAlchemy](https://www.sqlalchemy.org/)
+dependency from a pre 2.0 version to a post 2.0 version. SQLAlchemy introduced
+breaking changes in 2.0, so if you arte using Sematic in a python environment
+that depends on SQLAlchemy <2.0 (even transiently), you will need to upgrade
+your code and its dependencies to use SQLAlchemy >=2.0 before upgrading
+to or past this version of Sematic. If you need to know what changes to
+make to your own code, a migration guide can be found
+[here](https://docs.sqlalchemy.org/en/20/changelog/migration_20.html)
+
 ### vX.X.X to v0.35.0
 
 In v0.35.0 support for deploying Sematic with a combined API and SocketIO server

mypy.ini

@@ -1,5 +1,4 @@
 [mypy]
-plugins = sqlalchemy.ext.mypy.plugin
 
 # sematic/examples/liver_cirrhosis: pandas, matplotlib, and seaborn are poorly typed
 # sematic/examples/template: Because it uses relative import in order to not polute

requirements/ci-requirements.txt

@@ -11,7 +11,7 @@ pytest
 pip-tools
 
 # Required for mypy
-sqlalchemy[mypy]<2.0.0
+sqlalchemy>=2.0.0
 flask
 types-requests
 pandas-stubs

requirements/requirements.in

@@ -9,7 +9,7 @@ ipython==8.2.0
 setuptools==58.1.0
 
 # DB
-SQLAlchemy==1.4.36
+SQLAlchemy>=2.0
 psycopg2-binary
 
 # Code

requirements/requirements3_10.txt

@@ -2573,43 +2573,56 @@ sortedcontainers==2.4.0 \
     --hash=sha256:25caa5a06cc30b6b83d11423433f65d1f9d76c4c6a0c90e3379eaa43b9bfdb88 \
     --hash=sha256:a163dcaede0f1c021485e957a39245190e74249897e2ae4b2aa38595db237ee0
     # via snowflake-connector-python
-sqlalchemy==1.4.36 \
-    --hash=sha256:09c606d8238feae2f360b8742ffbe67741937eb0a05b57f536948d198a3def96 \
-    --hash=sha256:166a3887ec355f7d2f12738f7fa25dc8ac541867147a255f790f2f41f614cb44 \
-    --hash=sha256:16abf35af37a3d5af92725fc9ec507dd9e9183d261c2069b6606d60981ed1c6e \
-    --hash=sha256:2e885548da361aa3f8a9433db4cfb335b2107e533bf314359ae3952821d84b3e \
-    --hash=sha256:2ec89bf98cc6a0f5d1e28e3ad28e9be6f3b4bdbd521a4053c7ae8d5e1289a8a1 \
-    --hash=sha256:2ecac4db8c1aa4a269f5829df7e706639a24b780d2ac46b3e485cbbd27ec0028 \
-    --hash=sha256:316c7e5304dda3e3ad711569ac5d02698bbc71299b168ac56a7076b86259f7ea \
-    --hash=sha256:5041474dcab7973baa91ec1f3112049a9dd4652898d6a95a6a895ff5c58beb6b \
-    --hash=sha256:53d2d9ee93970c969bc4e3c78b1277d7129554642f6ffea039c282c7dc4577bc \
-    --hash=sha256:5864a83bd345871ad9699ce466388f836db7572003d67d9392a71998092210e3 \
-    --hash=sha256:5c90ef955d429966d84326d772eb34333178737ebb669845f1d529eb00c75e72 \
-    --hash=sha256:5d50cb71c1dbed70646d521a0975fb0f92b7c3f84c61fa59e07be23a1aaeecfc \
-    --hash=sha256:64678ac321d64a45901ef2e24725ec5e783f1f4a588305e196431447e7ace243 \
-    --hash=sha256:64d796e9af522162f7f2bf7a3c5531a0a550764c426782797bbeed809d0646c5 \
-    --hash=sha256:6cb4c4f57a20710cea277edf720d249d514e587f796b75785ad2c25e1c0fed26 \
-    --hash=sha256:6e1fe00ee85c768807f2a139b83469c1e52a9ffd58a6eb51aa7aeb524325ab18 \
-    --hash=sha256:6e859fa96605027bd50d8e966db1c4e1b03e7b3267abbc4b89ae658c99393c58 \
-    --hash=sha256:7a052bd9f53004f8993c624c452dfad8ec600f572dd0ed0445fbe64b22f5570e \
-    --hash=sha256:81e53bd383c2c33de9d578bfcc243f559bd3801a0e57f2bcc9a943c790662e0c \
-    --hash=sha256:83cf3077712be9f65c9aaa0b5bc47bc1a44789fd45053e2e3ecd59ff17c63fe9 \
-    --hash=sha256:8b20c4178ead9bc398be479428568ff31b6c296eb22e75776273781a6551973f \
-    --hash=sha256:8d07fe2de0325d06e7e73281e9a9b5e259fbd7cbfbe398a0433cbb0082ad8fa7 \
-    --hash=sha256:a0ae3aa2e86a4613f2d4c49eb7da23da536e6ce80b2bfd60bbb2f55fc02b0b32 \
-    --hash=sha256:af2587ae11400157753115612d6c6ad255143efba791406ad8a0cbcccf2edcb3 \
-    --hash=sha256:b3db741beaa983d4cbf9087558620e7787106319f7e63a066990a70657dd6b35 \
-    --hash=sha256:be094460930087e50fd08297db9d7aadaed8408ad896baf758e9190c335632da \
-    --hash=sha256:cb441ca461bf97d00877b607f132772644b623518b39ced54da433215adce691 \
-    --hash=sha256:ce20f5da141f8af26c123ebaa1b7771835ca6c161225ce728962a79054f528c3 \
-    --hash=sha256:d57ac32f8dc731fddeb6f5d1358b4ca5456e72594e664769f0a9163f13df2a31 \
-    --hash=sha256:dce3468bf1fc12374a1a732c9efd146ce034f91bb0482b602a9311cb6166a920 \
-    --hash=sha256:e12532c4d3f614678623da5d852f038ace1f01869b89f003ed6fe8c793f0c6a3 \
-    --hash=sha256:e74ce103b81c375c3853b436297952ef8d7863d801dcffb6728d01544e5191b5 \
-    --hash=sha256:f0394a3acfb8925db178f7728adb38c027ed7e303665b225906bfa8099dc1ce8 \
-    --hash=sha256:f522214f6749bc073262529c056f7dfd660f3b5ec4180c5354d985eb7219801e \
-    --hash=sha256:fbf8c09fe9728168f8cc1b40c239eab10baf9c422c18be7f53213d70434dea43 \
-    --hash=sha256:fca8322e04b2dde722fcb0558682740eebd3bd239bea7a0d0febbc190e99dc15
+sqlalchemy==2.0.24 \
+    --hash=sha256:00d76fe5d7cdb5d84d625ce002ce29fefba0bfd98e212ae66793fed30af73931 \
+    --hash=sha256:07cc423892f2ceda9ae1daa28c0355757f362ecc7505b1ab1a3d5d8dc1c44ac6 \
+    --hash=sha256:0bb7cedcddffca98c40bb0becd3423e293d1fef442b869da40843d751785beb3 \
+    --hash=sha256:1ca7903d5e7db791a355b579c690684fac6304478b68efdc7f2ebdcfe770d8d7 \
+    --hash=sha256:1d9b3fd5eca3c0b137a5e0e468e24ca544ed8ca4783e0e55341b7ed2807518ee \
+    --hash=sha256:2587e108463cc2e5b45a896b2e7cc8659a517038026922a758bde009271aed11 \
+    --hash=sha256:29e51f848f843bbd75d74ae64ab1ab06302cb1dccd4549d1f5afe6b4a946edb2 \
+    --hash=sha256:2a479aa1ab199178ff1956b09ca8a0693e70f9c762875d69292d37049ffd0d8f \
+    --hash=sha256:37e89d965b52e8b20571b5d44f26e2124b26ab63758bf1b7598a0e38fb2c4005 \
+    --hash=sha256:38732884eabc64982a09a846bacf085596ff2371e4e41d20c0734f7e50525d01 \
+    --hash=sha256:396f05c552f7fa30a129497c41bef5b4d1423f9af8fe4df0c3dcd38f3e3b9a14 \
+    --hash=sha256:4a1d4856861ba9e73bac05030cec5852eabfa9ef4af8e56c19d92de80d46fc34 \
+    --hash=sha256:56a0e90a959e18ac5f18c80d0cad9e90cb09322764f536e8a637426afb1cae2f \
+    --hash=sha256:57ef6f2cb8b09a042d0dbeaa46a30f2df5dd1e1eb889ba258b0d5d7d6011b81c \
+    --hash=sha256:5f801d85ba4753d4ed97181d003e5d3fa330ac7c4587d131f61d7f968f416862 \
+    --hash=sha256:6db686a1d9f183c639f7e06a2656af25d4ed438eda581de135d15569f16ace33 \
+    --hash=sha256:6db97656fd3fe3f7e5b077f12fa6adb5feb6e0b567a3e99f47ecf5f7ea0a09e3 \
+    --hash=sha256:6f5e75de91c754365c098ac08c13fdb267577ce954fa239dd49228b573ca88d7 \
+    --hash=sha256:7a6209e689d0ff206c40032b6418e3cfcfc5af044b3f66e381d7f1ae301544b4 \
+    --hash=sha256:7ae5d44517fe81079ce75cf10f96978284a6db2642c5932a69c82dbae09f009a \
+    --hash=sha256:83fa6df0e035689df89ff77a46bf8738696785d3156c2c61494acdcddc75c69d \
+    --hash=sha256:8f358f5cfce04417b6ff738748ca4806fe3d3ae8040fb4e6a0c9a6973ccf9b6e \
+    --hash=sha256:9036ebfd934813990c5b9f71f297e77ed4963720db7d7ceec5a3fdb7cd2ef6ce \
+    --hash=sha256:95bae3d38f8808d79072da25d5e5a6095f36fe1f9d6c614dd72c59ca8397c7c0 \
+    --hash=sha256:9aaaaa846b10dfbe1bda71079d0e31a7e2cebedda9409fa7dba3dfed1ae803e8 \
+    --hash=sha256:9b8d0e8578e7f853f45f4512b5c920f6a546cd4bed44137460b2a56534644205 \
+    --hash=sha256:9bafaa05b19dc07fa191c1966c5e852af516840b0d7b46b7c3303faf1a349bc9 \
+    --hash=sha256:9f29c7f0f4b42337ec5a779e166946a9f86d7d56d827e771b69ecbdf426124ac \
+    --hash=sha256:9f992e0f916201731993eab8502912878f02287d9f765ef843677ff118d0e0b1 \
+    --hash=sha256:a04191a7c8d77e63f6fc1e8336d6c6e93176c0c010833e74410e647f0284f5a1 \
+    --hash=sha256:a0f611b431b84f55779cbb7157257d87b4a2876b067c77c4f36b15e44ced65e2 \
+    --hash=sha256:a3c2753bf4f48b7a6024e5e8a394af49b1b12c817d75d06942cae03d14ff87b3 \
+    --hash=sha256:a5cd7d30e47f87b21362beeb3e86f1b5886e7d9b0294b230dde3d3f4a1591375 \
+    --hash=sha256:acc58b7c2e40235712d857fdfc8f2bda9608f4a850d8d9ac0dd1fc80939ca6ac \
+    --hash=sha256:adbd67dac4ebf54587198b63cd30c29fd7eafa8c0cab58893d9419414f8efe4b \
+    --hash=sha256:b35c35e3923ade1e7ac44e150dec29f5863513246c8bf85e2d7d313e3832bcfb \
+    --hash=sha256:c6910eb4ea90c0889f363965cd3c8c45a620ad27b526a7899f0054f6c1b9219e \
+    --hash=sha256:cc889fda484d54d0b31feec409406267616536d048a450fc46943e152700bb79 \
+    --hash=sha256:ccfd336f96d4c9bbab0309f2a565bf15c468c2d8b2d277a32f89c5940f71fcf9 \
+    --hash=sha256:d8e7e8a150e7b548e7ecd6ebb9211c37265991bf2504297d9454e01b58530fc6 \
+    --hash=sha256:db09e424d7bb89b6215a184ca93b4f29d7f00ea261b787918a1af74143b98c06 \
+    --hash=sha256:e17e7e27af178d31b436dda6a596703b02a89ba74a15e2980c35ecd9909eea3a \
+    --hash=sha256:e69290b921b7833c04206f233d6814c60bee1d135b09f5ae5d39229de9b46cd4 \
+    --hash=sha256:e8398593ccc4440ce6dffcc4f47d9b2d72b9fe7112ac12ea4a44e7d4de364db1 \
+    --hash=sha256:e9d036e343a604db3f5a6c33354018a84a1d3f6dcae3673358b404286204798c \
+    --hash=sha256:ea490564435b5b204d8154f0e18387b499ea3cedc1e6af3b3a2ab18291d85aa7 \
+    --hash=sha256:f073321a79c81e1a009218a21089f61d87ee5fa3c9563f6be94f8b41ff181812 \
+    --hash=sha256:f0cc0b486a56dff72dddae6b6bfa7ff201b0eeac29d4bc6f0e9725dc3c360d71 \
+    --hash=sha256:fcf84fe93397a0f67733aa2a38ed4eab9fc6348189fc950e656e1ea198f45668
     # via -r requirements/requirements.in
 stack-data==0.6.2 \
     --hash=sha256:32d2dd0376772d01b6cb9fc996f3c8b57a357089dec328ed4b6553d037eaf815 \
@@ -2834,6 +2847,7 @@ typing-extensions==4.4.0 \
     #   pydantic
     #   pytorch-lightning
     #   snowflake-connector-python
+    #   sqlalchemy
     #   starlette
     #   torch
     #   torchmetrics

requirements/requirements3_11.txt

@@ -2573,43 +2573,56 @@ sortedcontainers==2.4.0 \
     --hash=sha256:25caa5a06cc30b6b83d11423433f65d1f9d76c4c6a0c90e3379eaa43b9bfdb88 \
     --hash=sha256:a163dcaede0f1c021485e957a39245190e74249897e2ae4b2aa38595db237ee0
     # via snowflake-connector-python
-sqlalchemy==1.4.36 \
-    --hash=sha256:09c606d8238feae2f360b8742ffbe67741937eb0a05b57f536948d198a3def96 \
-    --hash=sha256:166a3887ec355f7d2f12738f7fa25dc8ac541867147a255f790f2f41f614cb44 \
-    --hash=sha256:16abf35af37a3d5af92725fc9ec507dd9e9183d261c2069b6606d60981ed1c6e \
-    --hash=sha256:2e885548da361aa3f8a9433db4cfb335b2107e533bf314359ae3952821d84b3e \
-    --hash=sha256:2ec89bf98cc6a0f5d1e28e3ad28e9be6f3b4bdbd521a4053c7ae8d5e1289a8a1 \
-    --hash=sha256:2ecac4db8c1aa4a269f5829df7e706639a24b780d2ac46b3e485cbbd27ec0028 \
-    --hash=sha256:316c7e5304dda3e3ad711569ac5d02698bbc71299b168ac56a7076b86259f7ea \
-    --hash=sha256:5041474dcab7973baa91ec1f3112049a9dd4652898d6a95a6a895ff5c58beb6b \
-    --hash=sha256:53d2d9ee93970c969bc4e3c78b1277d7129554642f6ffea039c282c7dc4577bc \
-    --hash=sha256:5864a83bd345871ad9699ce466388f836db7572003d67d9392a71998092210e3 \
-    --hash=sha256:5c90ef955d429966d84326d772eb34333178737ebb669845f1d529eb00c75e72 \
-    --hash=sha256:5d50cb71c1dbed70646d521a0975fb0f92b7c3f84c61fa59e07be23a1aaeecfc \
-    --hash=sha256:64678ac321d64a45901ef2e24725ec5e783f1f4a588305e196431447e7ace243 \
-    --hash=sha256:64d796e9af522162f7f2bf7a3c5531a0a550764c426782797bbeed809d0646c5 \
-    --hash=sha256:6cb4c4f57a20710cea277edf720d249d514e587f796b75785ad2c25e1c0fed26 \
-    --hash=sha256:6e1fe00ee85c768807f2a139b83469c1e52a9ffd58a6eb51aa7aeb524325ab18 \
-    --hash=sha256:6e859fa96605027bd50d8e966db1c4e1b03e7b3267abbc4b89ae658c99393c58 \
-    --hash=sha256:7a052bd9f53004f8993c624c452dfad8ec600f572dd0ed0445fbe64b22f5570e \
-    --hash=sha256:81e53bd383c2c33de9d578bfcc243f559bd3801a0e57f2bcc9a943c790662e0c \
-    --hash=sha256:83cf3077712be9f65c9aaa0b5bc47bc1a44789fd45053e2e3ecd59ff17c63fe9 \
-    --hash=sha256:8b20c4178ead9bc398be479428568ff31b6c296eb22e75776273781a6551973f \
-    --hash=sha256:8d07fe2de0325d06e7e73281e9a9b5e259fbd7cbfbe398a0433cbb0082ad8fa7 \
-    --hash=sha256:a0ae3aa2e86a4613f2d4c49eb7da23da536e6ce80b2bfd60bbb2f55fc02b0b32 \
-    --hash=sha256:af2587ae11400157753115612d6c6ad255143efba791406ad8a0cbcccf2edcb3 \
-    --hash=sha256:b3db741beaa983d4cbf9087558620e7787106319f7e63a066990a70657dd6b35 \
-    --hash=sha256:be094460930087e50fd08297db9d7aadaed8408ad896baf758e9190c335632da \
-    --hash=sha256:cb441ca461bf97d00877b607f132772644b623518b39ced54da433215adce691 \
-    --hash=sha256:ce20f5da141f8af26c123ebaa1b7771835ca6c161225ce728962a79054f528c3 \
-    --hash=sha256:d57ac32f8dc731fddeb6f5d1358b4ca5456e72594e664769f0a9163f13df2a31 \
-    --hash=sha256:dce3468bf1fc12374a1a732c9efd146ce034f91bb0482b602a9311cb6166a920 \
-    --hash=sha256:e12532c4d3f614678623da5d852f038ace1f01869b89f003ed6fe8c793f0c6a3 \
-    --hash=sha256:e74ce103b81c375c3853b436297952ef8d7863d801dcffb6728d01544e5191b5 \
-    --hash=sha256:f0394a3acfb8925db178f7728adb38c027ed7e303665b225906bfa8099dc1ce8 \
-    --hash=sha256:f522214f6749bc073262529c056f7dfd660f3b5ec4180c5354d985eb7219801e \
-    --hash=sha256:fbf8c09fe9728168f8cc1b40c239eab10baf9c422c18be7f53213d70434dea43 \
-    --hash=sha256:fca8322e04b2dde722fcb0558682740eebd3bd239bea7a0d0febbc190e99dc15
+sqlalchemy==2.0.24 \
+    --hash=sha256:00d76fe5d7cdb5d84d625ce002ce29fefba0bfd98e212ae66793fed30af73931 \
+    --hash=sha256:07cc423892f2ceda9ae1daa28c0355757f362ecc7505b1ab1a3d5d8dc1c44ac6 \
+    --hash=sha256:0bb7cedcddffca98c40bb0becd3423e293d1fef442b869da40843d751785beb3 \
+    --hash=sha256:1ca7903d5e7db791a355b579c690684fac6304478b68efdc7f2ebdcfe770d8d7 \
+    --hash=sha256:1d9b3fd5eca3c0b137a5e0e468e24ca544ed8ca4783e0e55341b7ed2807518ee \
+    --hash=sha256:2587e108463cc2e5b45a896b2e7cc8659a517038026922a758bde009271aed11 \
+    --hash=sha256:29e51f848f843bbd75d74ae64ab1ab06302cb1dccd4549d1f5afe6b4a946edb2 \
+    --hash=sha256:2a479aa1ab199178ff1956b09ca8a0693e70f9c762875d69292d37049ffd0d8f \
+    --hash=sha256:37e89d965b52e8b20571b5d44f26e2124b26ab63758bf1b7598a0e38fb2c4005 \
+    --hash=sha256:38732884eabc64982a09a846bacf085596ff2371e4e41d20c0734f7e50525d01 \
+    --hash=sha256:396f05c552f7fa30a129497c41bef5b4d1423f9af8fe4df0c3dcd38f3e3b9a14 \
+    --hash=sha256:4a1d4856861ba9e73bac05030cec5852eabfa9ef4af8e56c19d92de80d46fc34 \
+    --hash=sha256:56a0e90a959e18ac5f18c80d0cad9e90cb09322764f536e8a637426afb1cae2f \
+    --hash=sha256:57ef6f2cb8b09a042d0dbeaa46a30f2df5dd1e1eb889ba258b0d5d7d6011b81c \
+    --hash=sha256:5f801d85ba4753d4ed97181d003e5d3fa330ac7c4587d131f61d7f968f416862 \
+    --hash=sha256:6db686a1d9f183c639f7e06a2656af25d4ed438eda581de135d15569f16ace33 \
+    --hash=sha256:6db97656fd3fe3f7e5b077f12fa6adb5feb6e0b567a3e99f47ecf5f7ea0a09e3 \
+    --hash=sha256:6f5e75de91c754365c098ac08c13fdb267577ce954fa239dd49228b573ca88d7 \
+    --hash=sha256:7a6209e689d0ff206c40032b6418e3cfcfc5af044b3f66e381d7f1ae301544b4 \
+    --hash=sha256:7ae5d44517fe81079ce75cf10f96978284a6db2642c5932a69c82dbae09f009a \
+    --hash=sha256:83fa6df0e035689df89ff77a46bf8738696785d3156c2c61494acdcddc75c69d \
+    --hash=sha256:8f358f5cfce04417b6ff738748ca4806fe3d3ae8040fb4e6a0c9a6973ccf9b6e \
+    --hash=sha256:9036ebfd934813990c5b9f71f297e77ed4963720db7d7ceec5a3fdb7cd2ef6ce \
+    --hash=sha256:95bae3d38f8808d79072da25d5e5a6095f36fe1f9d6c614dd72c59ca8397c7c0 \
+    --hash=sha256:9aaaaa846b10dfbe1bda71079d0e31a7e2cebedda9409fa7dba3dfed1ae803e8 \
+    --hash=sha256:9b8d0e8578e7f853f45f4512b5c920f6a546cd4bed44137460b2a56534644205 \
+    --hash=sha256:9bafaa05b19dc07fa191c1966c5e852af516840b0d7b46b7c3303faf1a349bc9 \
+    --hash=sha256:9f29c7f0f4b42337ec5a779e166946a9f86d7d56d827e771b69ecbdf426124ac \
+    --hash=sha256:9f992e0f916201731993eab8502912878f02287d9f765ef843677ff118d0e0b1 \
+    --hash=sha256:a04191a7c8d77e63f6fc1e8336d6c6e93176c0c010833e74410e647f0284f5a1 \
+    --hash=sha256:a0f611b431b84f55779cbb7157257d87b4a2876b067c77c4f36b15e44ced65e2 \
+    --hash=sha256:a3c2753bf4f48b7a6024e5e8a394af49b1b12c817d75d06942cae03d14ff87b3 \
+    --hash=sha256:a5cd7d30e47f87b21362beeb3e86f1b5886e7d9b0294b230dde3d3f4a1591375 \
+    --hash=sha256:acc58b7c2e40235712d857fdfc8f2bda9608f4a850d8d9ac0dd1fc80939ca6ac \
+    --hash=sha256:adbd67dac4ebf54587198b63cd30c29fd7eafa8c0cab58893d9419414f8efe4b \
+    --hash=sha256:b35c35e3923ade1e7ac44e150dec29f5863513246c8bf85e2d7d313e3832bcfb \
+    --hash=sha256:c6910eb4ea90c0889f363965cd3c8c45a620ad27b526a7899f0054f6c1b9219e \
+    --hash=sha256:cc889fda484d54d0b31feec409406267616536d048a450fc46943e152700bb79 \
+    --hash=sha256:ccfd336f96d4c9bbab0309f2a565bf15c468c2d8b2d277a32f89c5940f71fcf9 \
+    --hash=sha256:d8e7e8a150e7b548e7ecd6ebb9211c37265991bf2504297d9454e01b58530fc6 \
+    --hash=sha256:db09e424d7bb89b6215a184ca93b4f29d7f00ea261b787918a1af74143b98c06 \
+    --hash=sha256:e17e7e27af178d31b436dda6a596703b02a89ba74a15e2980c35ecd9909eea3a \
+    --hash=sha256:e69290b921b7833c04206f233d6814c60bee1d135b09f5ae5d39229de9b46cd4 \
+    --hash=sha256:e8398593ccc4440ce6dffcc4f47d9b2d72b9fe7112ac12ea4a44e7d4de364db1 \
+    --hash=sha256:e9d036e343a604db3f5a6c33354018a84a1d3f6dcae3673358b404286204798c \
+    --hash=sha256:ea490564435b5b204d8154f0e18387b499ea3cedc1e6af3b3a2ab18291d85aa7 \
+    --hash=sha256:f073321a79c81e1a009218a21089f61d87ee5fa3c9563f6be94f8b41ff181812 \
+    --hash=sha256:f0cc0b486a56dff72dddae6b6bfa7ff201b0eeac29d4bc6f0e9725dc3c360d71 \
+    --hash=sha256:fcf84fe93397a0f67733aa2a38ed4eab9fc6348189fc950e656e1ea198f45668
     # via -r requirements/requirements.in
 stack-data==0.6.2 \
     --hash=sha256:32d2dd0376772d01b6cb9fc996f3c8b57a357089dec328ed4b6553d037eaf815 \
@@ -2834,6 +2847,7 @@ typing-extensions==4.4.0 \
     #   pydantic
     #   pytorch-lightning
     #   snowflake-connector-python
+    #   sqlalchemy
     #   starlette
     #   torch
     #   torchmetrics