diff --git a/.github/workflows/build-docs.yaml b/.github/workflows/build-docs.yaml
index 0be1911e..e6f45180 100644
--- a/.github/workflows/build-docs.yaml
+++ b/.github/workflows/build-docs.yaml
@@ -15,12 +15,12 @@ jobs:
       #       check-out repo and set-up python
       #----------------------------------------------
       - name: Check out repository
-        uses: actions/checkout@v3
+        uses: actions/checkout@v4
       - name: Set up python
         id: setup-python
-        uses: actions/setup-python@v4
+        uses: actions/setup-python@v5
         with:
-          python-version: "3.10"
+          python-version: "3.12"
       #----------------------------------------------
       #  -----  install & configure poetry  -----
       #----------------------------------------------
@@ -35,7 +35,7 @@ jobs:
       #----------------------------------------------
       - name: Load cached venv
         id: cached-poetry-dependencies
-        uses: actions/cache@v2
+        uses: actions/cache@v4
         with:
           path: .venv
           key: venv-${{ runner.os }}-${{ steps.setup-python.outputs.python-version }}-${{ hashFiles('**/poetry.lock') }}
diff --git a/.github/workflows/publish.yaml b/.github/workflows/publish.yaml
index 30b73d1b..96146e19 100644
--- a/.github/workflows/publish.yaml
+++ b/.github/workflows/publish.yaml
@@ -17,12 +17,12 @@ jobs:
       #       check-out repo and set-up python
       #----------------------------------------------
       - name: Check out repository
-        uses: actions/checkout@v3
+        uses: actions/checkout@v4
       - name: Set up python
         id: setup-python
-        uses: actions/setup-python@v4
+        uses: actions/setup-python@v5
         with:
-          python-version: "3.11"
+          python-version: "3.12"
       #----------------------------------------------
       #  -----  install & configure poetry  -----
       #----------------------------------------------
diff --git a/.github/workflows/pytest.yaml b/.github/workflows/pytest.yaml
index b7478469..18f572f5 100644
--- a/.github/workflows/pytest.yaml
+++ b/.github/workflows/pytest.yaml
@@ -9,7 +9,8 @@ jobs:
       matrix:
         python-version:
         - "3.10"  # Earliest version supported by ixmp4
-        - "3.11"  # Latest version supported by ixmp4
+        - "3.11"
+        - "3.12"  # Latest version supported by ixmp4
 
     runs-on: ubuntu-latest
     services:
@@ -34,7 +35,7 @@ jobs:
         uses: actions/checkout@v4
       - name: Set up python
         id: setup-python
-        uses: actions/setup-python@v4
+        uses: actions/setup-python@v5
         with:
           python-version: ${{ matrix.python-version }}
       #----------------------------------------------
@@ -51,7 +52,7 @@ jobs:
       #----------------------------------------------
       - name: Load cached venv
         id: cached-poetry-dependencies
-        uses: actions/cache@v2
+        uses: actions/cache@v4
         with:
           path: .venv
           key: venv-${{ runner.os }}-${{ steps.setup-python.outputs.python-version }}-${{ hashFiles('**/poetry.lock') }}
@@ -81,8 +82,8 @@ jobs:
       #----------------------------------------------
       #       check-out repo and set-up python
       #----------------------------------------------
-      - uses: actions/checkout@v3
-      - uses: actions/setup-python@v4
+      - uses: actions/checkout@v4
+      - uses: actions/setup-python@v5
       #----------------------------------------------
       #  -----  install & configure poetry  -----
       #----------------------------------------------
@@ -97,7 +98,7 @@ jobs:
       #----------------------------------------------
       - name: Load cached venv
         id: cached-poetry-dependencies
-        uses: actions/cache@v2
+        uses: actions/cache@v4
         with:
           path: .venv
           key: venv-${{ runner.os }}-${{ steps.setup-python.outputs.python-version }}-${{ hashFiles('**/poetry.lock') }}
diff --git a/.pre-commit-config.yaml b/.pre-commit-config.yaml
index 09e74ced..3ef04704 100644
--- a/.pre-commit-config.yaml
+++ b/.pre-commit-config.yaml
@@ -1,15 +1,13 @@
 repos:
 - repo: https://github.com/pre-commit/mirrors-mypy
-  rev: v1.6.1
+  rev: v1.8.0
   hooks:
   - id: mypy
     entry: bash -c "poetry run mypy ."
     language: system
-- repo: https://github.com/psf/black
-  rev: 23.12.1
-  hooks:
-  - id: black
 - repo: https://github.com/astral-sh/ruff-pre-commit
-  rev: v0.1.11
+  rev: v0.2.1
   hooks:
-  - id: ruff
\ No newline at end of file
+  - id: ruff
+  - id: ruff-format
+    args: [ --check ]
\ No newline at end of file
diff --git a/.readthedocs.yaml b/.readthedocs.yaml
index 92e77c31..fb8bf121 100644
--- a/.readthedocs.yaml
+++ b/.readthedocs.yaml
@@ -9,7 +9,7 @@ version: 2
 build:
   os: ubuntu-22.04
   tools:
-    python: "3.10"
+    python: "3.12"
     # You can also specify other tool versions:
     # nodejs: "19"
     # rust: "1.64"
diff --git a/DEVELOPING.md b/DEVELOPING.md
index e8e26807..be3c3d34 100644
--- a/DEVELOPING.md
+++ b/DEVELOPING.md
@@ -207,7 +207,7 @@ alembic revision -m "<message>" --autogenerate
 ```
 
 You will have to run all migrations before being able to create new ones in the development database.
-Be sure to run `black` and `isort` on newly created migrations!
+Be sure to run `ruff` on newly created migrations!
 
 ## Tests
 
@@ -322,7 +322,7 @@ It is overwritten on the fly by the poetry-dynamic-versioning plugin.
 
 Contributions to the code are always welcome! Please make sure your code follows our 
 code style so that the style is consistent. Each PR will be checked by a Code Quality 
-test that examines compliance with black, ruff, and mypy. 
+test that examines compliance with ruff and mypy. 
 
 ### Running pre-commit locally
 
@@ -340,7 +340,7 @@ on changed files, but if you want to run it on all files, you can run
 pre-commit run --all-files
 ```
 
-If you only want certain hooks to run, choose from `ruff`, `black`, and `mypy` as 
+If you only want certain hooks to run, choose from `ruff` and `mypy` as 
 `hook-ids` and run
 
 ```bash
@@ -354,16 +354,15 @@ are the same. You can, of course, run the code style tools manually. From within
 ixmp4 directory, this would look similar to this:
 
 ```bash
-black .
 mypy .
 ruff check .
+ruff format .
 
 # Or to enable ruff's automic fixes
 ruff check --fix .
 ```
 
 However, it is easy to forget running these commands manually. Therefore, we recommend 
-setting your editor up to run at least 
-[black](https://black.readthedocs.io/en/stable/integrations/editors.html) and 
-[ruff](https://docs.astral.sh/ruff/usage/#vs-code) automatically whenever you hit 
-`save`. A few minutes of configuration will save you time and nerves later on.
+setting your editor up to run at least [ruff](https://docs.astral.sh/ruff/usage/#vs-code) 
+automatically whenever you hit `save`. A few minutes of configuration will save you time 
+and nerves later on.
diff --git a/README.md b/README.md
index 285cbe03..b6c6f810 100644
--- a/README.md
+++ b/README.md
@@ -3,8 +3,8 @@
 Copyright (c) 2023-2024 IIASA - Energy, Climate, and Environment Program (ECE)
 
 [![license: MIT](https://img.shields.io/badge/license-MIT-brightgreen.svg)](https://github.com/iiasa/ixmp4/blob/main/LICENSE)
-[![python](https://img.shields.io/badge/python-3.10_|_3.11-blue?logo=python&logoColor=white)](https://github.com/iiasa/ixmp4)
-[![Code style: black](https://img.shields.io/badge/code%20style-black-000000.svg)](https://github.com/psf/black)
+[![python](https://img.shields.io/badge/python-3.10_|_3.11_|_3.12-blue?logo=python&logoColor=white)](https://github.com/iiasa/ixmp4)
+[![Code style: ruff](https://img.shields.io/endpoint?url=https://raw.githubusercontent.com/charliermarsh/ruff/main/assets/badge/v2.json)](https://github.com/astral-sh/ruff)
 
 ## Overview
 
diff --git a/doc/source/index.rst b/doc/source/index.rst
index 106ab64b..594d317d 100644
--- a/doc/source/index.rst
+++ b/doc/source/index.rst
@@ -3,15 +3,15 @@ The ixmp4 package for scenario data management
 
 Copyright © 2023-2024 IIASA - Energy, Climate, and Environment Program (ECE)
 
-|license| |black| |python|
+|license| |ruff| |python|
 
 .. |license| image:: https://img.shields.io/badge/license-MIT-brightgreen
    :target: https://github.com/iiasa/ixmp4/blob/main/LICENSE
 
-.. |black| image:: https://img.shields.io/badge/code%20style-black-000000.svg
-   :target: https://github.com/psf/black
+.. |ruff| image:: https://img.shields.io/endpoint?url=https://raw.githubusercontent.com/charliermarsh/ruff/main/assets/badge/v2.json
+   :target: https://github.com/astral-sh/ruff
 
-.. |python| image:: https://img.shields.io/badge/python-3.10_|_3.11-blue?logo=python&logoColor=white
+.. |python| image:: https://img.shields.io/badge/python-3.10_|_3.11_|_3.12-blue?logo=python&logoColor=white
    :target: https://github.com/iiasa/ixmp4
 
 Overview
diff --git a/ixmp4/cli/platforms.py b/ixmp4/cli/platforms.py
index c7c7d7d6..f2d85804 100644
--- a/ixmp4/cli/platforms.py
+++ b/ixmp4/cli/platforms.py
@@ -97,8 +97,7 @@ def prompt_sqlite_removal(dsn: str):
     path = Path(dsn.replace("sqlite://", ""))
     path_str = typer.style(path, fg=typer.colors.CYAN)
     if typer.confirm(
-        "Do you want to remove the associated database file at "
-        f"{path_str} aswell?"  # type: ignore
+        "Do you want to remove the associated database file at " f"{path_str} as well?"  # type: ignore
     ):
         path.unlink()
         utils.echo("\nDatabase file deleted.")
@@ -110,7 +109,7 @@ def prompt_sqlite_removal(dsn: str):
 def remove(
     name: str = typer.Argument(
         ..., help="The string identifier of the platform to remove."
-    )
+    ),
 ):
     try:
         platform = settings.toml.get_platform(name)
diff --git a/ixmp4/data/api/iamc/datapoint.py b/ixmp4/data/api/iamc/datapoint.py
index 905f5f4b..3692acce 100644
--- a/ixmp4/data/api/iamc/datapoint.py
+++ b/ixmp4/data/api/iamc/datapoint.py
@@ -39,7 +39,7 @@ def list(
         self,
         join_parameters: bool | None = None,
         join_runs: bool | None = None,
-        **kwargs
+        **kwargs,
     ) -> list[DataPoint]:
         return super()._list(
             json=kwargs,
@@ -53,7 +53,7 @@ def tabulate(
         self,
         join_parameters: bool | None = None,
         join_runs: bool | None = None,
-        **kwargs
+        **kwargs,
     ) -> pd.DataFrame:
         return super()._tabulate(
             json=kwargs,
diff --git a/ixmp4/data/backend/base.py b/ixmp4/data/backend/base.py
index ab5294e6..931b9e17 100644
--- a/ixmp4/data/backend/base.py
+++ b/ixmp4/data/backend/base.py
@@ -40,3 +40,7 @@ def __init__(self, info: PlatformInfo) -> None:
         self.info = info
         self.iamc = IamcSubobject()
         self.optimization = OptimizationSubobject()
+
+    def close(self) -> None:
+        """Closes the connection to the database."""
+        ...
diff --git a/ixmp4/data/db/base.py b/ixmp4/data/db/base.py
index 0cd2e451..0f68d5af 100644
--- a/ixmp4/data/db/base.py
+++ b/ixmp4/data/db/base.py
@@ -1,6 +1,6 @@
 import logging
 import sqlite3
-from datetime import datetime
+from datetime import datetime, timezone
 from typing import (
     TYPE_CHECKING,
     Any,
@@ -116,7 +116,10 @@ def get(self, *args, **kwargs) -> ModelType:
 
 class Creator(BaseRepository[ModelType], abstract.Creator):
     def get_creation_info(self) -> dict:
-        info = {"created_at": datetime.utcnow(), "created_by": "@unknown"}
+        info = {
+            "created_at": datetime.now(tz=timezone.utc),
+            "created_by": "@unknown",
+        }
         if self.backend.auth_context is not None:
             info["created_by"] = self.backend.auth_context.user.username
         return info
@@ -236,9 +239,7 @@ def tabulate(
 
         if self.session.bind is not None:
             with self.engine.connect() as con:
-                return (
-                    pd.read_sql(_exc, con=con).fillna(np.nan).replace([np.nan], [None])
-                )
+                return pd.read_sql(_exc, con=con).replace([np.nan], [None])
         else:
             raise ProgrammingError("Database session is closed.")
 
diff --git a/ixmp4/data/db/iamc/datapoint/repository.py b/ixmp4/data/db/iamc/datapoint/repository.py
index f098568f..ae289ffb 100644
--- a/ixmp4/data/db/iamc/datapoint/repository.py
+++ b/ixmp4/data/db/iamc/datapoint/repository.py
@@ -163,7 +163,7 @@ def select(
         join_runs: bool = False,
         _filter: DataPointFilter | None = None,
         _exc: db.sql.Select | None = None,
-        **kwargs: Any
+        **kwargs: Any,
     ) -> db.sql.Select:
         if _exc is not None:
             exc = _exc
diff --git a/ixmp4/data/db/timeseries.py b/ixmp4/data/db/timeseries.py
index 232235a0..5bcf3600 100644
--- a/ixmp4/data/db/timeseries.py
+++ b/ixmp4/data/db/timeseries.py
@@ -94,7 +94,7 @@ def select(
         *,
         _exc: db.sql.Select | None = None,
         join_parameters: bool | None = False,
-        **kwargs
+        **kwargs,
     ) -> db.sql.Select:
         if _exc is not None:
             exc = _exc
diff --git a/ixmp4/db/filters.py b/ixmp4/db/filters.py
index 489fe8ef..35d91a35 100644
--- a/ixmp4/db/filters.py
+++ b/ixmp4/db/filters.py
@@ -192,11 +192,11 @@ def process_field(cls, namespace: dict, field_name: str, field_type: type):
                 )
         else:
             override_lookups = None
-        if override_lookups:
+        if isinstance(override_lookups, list):
             lookups = {k: v for k, v in lookups.items() if k in override_lookups}
         elif override_lookups is None:
             pass
-        else:
+        else:  # TODO (How) do we ensure the type of override_lookups?
             lookups = {}
         base_field_alias = str(field.alias) if field.alias else field_name
 
diff --git a/ixmp4/server/rest/__init__.py b/ixmp4/server/rest/__init__.py
index 85c833be..307be244 100644
--- a/ixmp4/server/rest/__init__.py
+++ b/ixmp4/server/rest/__init__.py
@@ -1,4 +1,4 @@
-from datetime import datetime
+from datetime import datetime, timezone
 
 from fastapi import Depends, FastAPI, Path, Request
 from fastapi.encoders import jsonable_encoder
@@ -69,7 +69,7 @@ def root(
         version=version,
         is_managed=settings.managed,
         manager_url=str(settings.manager_url),
-        utcnow=datetime.utcnow(),
+        utcnow=datetime.now(tz=timezone.utc),
     )
 
 
diff --git a/ixmp4/server/rest/base.py b/ixmp4/server/rest/base.py
index fa961926..2ade6953 100644
--- a/ixmp4/server/rest/base.py
+++ b/ixmp4/server/rest/base.py
@@ -33,7 +33,7 @@ def __init__(
         __pydantic_self__,
         *args,
         results: pd.DataFrame | api.DataFrame | list[EnumeratedT],
-        **kwargs
+        **kwargs,
     ):
         if isinstance(results, pd.DataFrame):
             kwargs["results"] = api.DataFrame.model_validate(results)
diff --git a/poetry.lock b/poetry.lock
index 00cb5696..0182ff3b 100644
--- a/poetry.lock
+++ b/poetry.lock
@@ -1,10 +1,9 @@
-# This file is automatically @generated by Poetry and should not be changed by hand.
+# This file is automatically @generated by Poetry 1.6.1 and should not be changed by hand.
 
 [[package]]
 name = "alabaster"
 version = "0.7.16"
 description = "A light, configurable Sphinx theme"
-category = "dev"
 optional = false
 python-versions = ">=3.9"
 files = [
@@ -16,7 +15,6 @@ files = [
 name = "alembic"
 version = "1.13.1"
 description = "A database migration tool for SQLAlchemy."
-category = "main"
 optional = false
 python-versions = ">=3.8"
 files = [
@@ -36,7 +34,6 @@ tz = ["backports.zoneinfo"]
 name = "annotated-types"
 version = "0.6.0"
 description = "Reusable constraint types to use with typing.Annotated"
-category = "main"
 optional = false
 python-versions = ">=3.8"
 files = [
@@ -48,7 +45,6 @@ files = [
 name = "anyio"
 version = "4.2.0"
 description = "High level compatibility layer for multiple asynchronous event loop implementations"
-category = "main"
 optional = false
 python-versions = ">=3.8"
 files = [
@@ -69,21 +65,19 @@ trio = ["trio (>=0.23)"]
 
 [[package]]
 name = "appnope"
-version = "0.1.3"
+version = "0.1.4"
 description = "Disable App Nap on macOS >= 10.9"
-category = "dev"
 optional = false
-python-versions = "*"
+python-versions = ">=3.6"
 files = [
-    {file = "appnope-0.1.3-py2.py3-none-any.whl", hash = "sha256:265a455292d0bd8a72453494fa24df5a11eb18373a60c7c0430889f22548605e"},
-    {file = "appnope-0.1.3.tar.gz", hash = "sha256:02bd91c4de869fbb1e1c50aafc4098827a7a54ab2f39d9dcba6c9547ed920e24"},
+    {file = "appnope-0.1.4-py2.py3-none-any.whl", hash = "sha256:502575ee11cd7a28c0205f379b525beefebab9d161b7c964670864014ed7213c"},
+    {file = "appnope-0.1.4.tar.gz", hash = "sha256:1de3860566df9caf38f01f86f65e0e13e379af54f9e4bee1e66b48f2efffd1ee"},
 ]
 
 [[package]]
 name = "asttokens"
 version = "2.4.1"
 description = "Annotate AST trees with source code positions"
-category = "dev"
 optional = false
 python-versions = "*"
 files = [
@@ -102,7 +96,6 @@ test = ["astroid (>=1,<2)", "astroid (>=2,<4)", "pytest"]
 name = "attrs"
 version = "23.2.0"
 description = "Classes Without Boilerplate"
-category = "dev"
 optional = false
 python-versions = ">=3.7"
 files = [
@@ -122,7 +115,6 @@ tests-no-zope = ["attrs[tests-mypy]", "cloudpickle", "hypothesis", "pympler", "p
 name = "babel"
 version = "2.14.0"
 description = "Internationalization utilities"
-category = "dev"
 optional = false
 python-versions = ">=3.7"
 files = [
@@ -133,58 +125,10 @@ files = [
 [package.extras]
 dev = ["freezegun (>=1.0,<2.0)", "pytest (>=6.0)", "pytest-cov"]
 
-[[package]]
-name = "black"
-version = "23.12.1"
-description = "The uncompromising code formatter."
-category = "dev"
-optional = false
-python-versions = ">=3.8"
-files = [
-    {file = "black-23.12.1-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:e0aaf6041986767a5e0ce663c7a2f0e9eaf21e6ff87a5f95cbf3675bfd4c41d2"},
-    {file = "black-23.12.1-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:c88b3711d12905b74206227109272673edce0cb29f27e1385f33b0163c414bba"},
-    {file = "black-23.12.1-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:a920b569dc6b3472513ba6ddea21f440d4b4c699494d2e972a1753cdc25df7b0"},
-    {file = "black-23.12.1-cp310-cp310-win_amd64.whl", hash = "sha256:3fa4be75ef2a6b96ea8d92b1587dd8cb3a35c7e3d51f0738ced0781c3aa3a5a3"},
-    {file = "black-23.12.1-cp311-cp311-macosx_10_9_x86_64.whl", hash = "sha256:8d4df77958a622f9b5a4c96edb4b8c0034f8434032ab11077ec6c56ae9f384ba"},
-    {file = "black-23.12.1-cp311-cp311-macosx_11_0_arm64.whl", hash = "sha256:602cfb1196dc692424c70b6507593a2b29aac0547c1be9a1d1365f0d964c353b"},
-    {file = "black-23.12.1-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:9c4352800f14be5b4864016882cdba10755bd50805c95f728011bcb47a4afd59"},
-    {file = "black-23.12.1-cp311-cp311-win_amd64.whl", hash = "sha256:0808494f2b2df923ffc5723ed3c7b096bd76341f6213989759287611e9837d50"},
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-    {file = "black-23.12.1-cp38-cp38-macosx_10_9_x86_64.whl", hash = "sha256:1fa88a0f74e50e4487477bc0bb900c6781dbddfdfa32691e780bf854c3b4a47f"},
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-    {file = "black-23.12.1-cp39-cp39-macosx_10_9_x86_64.whl", hash = "sha256:3e1b38b3135fd4c025c28c55ddfc236b05af657828a8a6abe5deec419a0b7055"},
-    {file = "black-23.12.1-cp39-cp39-macosx_11_0_arm64.whl", hash = "sha256:4f0031eaa7b921db76decd73636ef3a12c942ed367d8c3841a0739412b260a54"},
-    {file = "black-23.12.1-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:97e56155c6b737854e60a9ab1c598ff2533d57e7506d97af5481141671abf3ea"},
-    {file = "black-23.12.1-cp39-cp39-win_amd64.whl", hash = "sha256:dd15245c8b68fe2b6bd0f32c1556509d11bb33aec9b5d0866dd8e2ed3dba09c2"},
-    {file = "black-23.12.1-py3-none-any.whl", hash = "sha256:78baad24af0f033958cad29731e27363183e140962595def56423e626f4bee3e"},
-    {file = "black-23.12.1.tar.gz", hash = "sha256:4ce3ef14ebe8d9509188014d96af1c456a910d5b5cbf434a09fef7e024b3d0d5"},
-]
-
-[package.dependencies]
-click = ">=8.0.0"
-mypy-extensions = ">=0.4.3"
-packaging = ">=22.0"
-pathspec = ">=0.9.0"
-platformdirs = ">=2"
-tomli = {version = ">=1.1.0", markers = "python_version < \"3.11\""}
-typing-extensions = {version = ">=4.0.1", markers = "python_version < \"3.11\""}
-
-[package.extras]
-colorama = ["colorama (>=0.4.3)"]
-d = ["aiohttp (>=3.7.4)", "aiohttp (>=3.7.4,!=3.9.0)"]
-jupyter = ["ipython (>=7.8.0)", "tokenize-rt (>=3.2.0)"]
-uvloop = ["uvloop (>=0.15.2)"]
-
 [[package]]
 name = "build"
 version = "1.0.3"
 description = "A simple, correct Python build frontend"
-category = "dev"
 optional = false
 python-versions = ">= 3.7"
 files = [
@@ -206,21 +150,19 @@ virtualenv = ["virtualenv (>=20.0.35)"]
 
 [[package]]
 name = "certifi"
-version = "2023.11.17"
+version = "2024.2.2"
 description = "Python package for providing Mozilla's CA Bundle."
-category = "main"
 optional = false
 python-versions = ">=3.6"
 files = [
-    {file = "certifi-2023.11.17-py3-none-any.whl", hash = "sha256:e036ab49d5b79556f99cfc2d9320b34cfbe5be05c5871b51de9329f0603b0474"},
-    {file = "certifi-2023.11.17.tar.gz", hash = "sha256:9b469f3a900bf28dc19b8cfbf8019bf47f7fdd1a65a1d4ffb98fc14166beb4d1"},
+    {file = "certifi-2024.2.2-py3-none-any.whl", hash = "sha256:dc383c07b76109f368f6106eee2b593b04a011ea4d55f652c6ca24a754d1cdd1"},
+    {file = "certifi-2024.2.2.tar.gz", hash = "sha256:0569859f95fc761b18b45ef421b1290a0f65f147e92a1e5eb3e635f9a5e4e66f"},
 ]
 
 [[package]]
 name = "cffi"
 version = "1.16.0"
 description = "Foreign Function Interface for Python calling C code."
-category = "dev"
 optional = false
 python-versions = ">=3.8"
 files = [
@@ -285,7 +227,6 @@ pycparser = "*"
 name = "cfgv"
 version = "3.4.0"
 description = "Validate configuration and produce human readable error messages."
-category = "dev"
 optional = false
 python-versions = ">=3.8"
 files = [
@@ -297,7 +238,6 @@ files = [
 name = "charset-normalizer"
 version = "3.3.2"
 description = "The Real First Universal Charset Detector. Open, modern and actively maintained alternative to Chardet."
-category = "main"
 optional = false
 python-versions = ">=3.7.0"
 files = [
@@ -397,7 +337,6 @@ files = [
 name = "click"
 version = "8.1.7"
 description = "Composable command line interface toolkit"
-category = "main"
 optional = false
 python-versions = ">=3.7"
 files = [
@@ -412,7 +351,6 @@ colorama = {version = "*", markers = "platform_system == \"Windows\""}
 name = "cloudpickle"
 version = "3.0.0"
 description = "Pickler class to extend the standard pickle.Pickler functionality"
-category = "main"
 optional = false
 python-versions = ">=3.8"
 files = [
@@ -424,7 +362,6 @@ files = [
 name = "colorama"
 version = "0.4.6"
 description = "Cross-platform colored terminal text."
-category = "main"
 optional = false
 python-versions = "!=3.0.*,!=3.1.*,!=3.2.*,!=3.3.*,!=3.4.*,!=3.5.*,!=3.6.*,>=2.7"
 files = [
@@ -436,7 +373,6 @@ files = [
 name = "comm"
 version = "0.2.1"
 description = "Jupyter Python Comm implementation, for usage in ipykernel, xeus-python etc."
-category = "dev"
 optional = false
 python-versions = ">=3.8"
 files = [
@@ -454,7 +390,6 @@ test = ["pytest"]
 name = "coverage"
 version = "7.4.1"
 description = "Code coverage measurement for Python"
-category = "dev"
 optional = false
 python-versions = ">=3.8"
 files = [
@@ -520,14 +455,13 @@ toml = ["tomli"]
 
 [[package]]
 name = "dask"
-version = "2023.12.1"
+version = "2024.1.1"
 description = "Parallel PyData with Task Scheduling"
-category = "main"
 optional = false
 python-versions = ">=3.9"
 files = [
-    {file = "dask-2023.12.1-py3-none-any.whl", hash = "sha256:55f316f32da9e68fe995e2c0dc460cb8888cd4a1af32096753788e8af45a8d10"},
-    {file = "dask-2023.12.1.tar.gz", hash = "sha256:0ac3acd5bdbfacb5ad6401ac7663a1135955b3fa051a118e1b8a88e87b6b44a2"},
+    {file = "dask-2024.1.1-py3-none-any.whl", hash = "sha256:860ce2797905095beff0187c214840b80c77d752dcb9098a8283e3655a762bf5"},
+    {file = "dask-2024.1.1.tar.gz", hash = "sha256:d0dc92e81ce68594a0a0ce23ba33f4d648f2c2f4217ab9b79068b7ecfb0416c7"},
 ]
 
 [package.dependencies]
@@ -545,14 +479,13 @@ array = ["numpy (>=1.21)"]
 complete = ["dask[array,dataframe,diagnostics,distributed]", "lz4 (>=4.3.2)", "pyarrow (>=7.0)", "pyarrow-hotfix"]
 dataframe = ["dask[array]", "pandas (>=1.3)"]
 diagnostics = ["bokeh (>=2.4.2)", "jinja2 (>=2.10.3)"]
-distributed = ["distributed (==2023.12.1)"]
+distributed = ["distributed (==2024.1.1)"]
 test = ["pandas[test]", "pre-commit", "pytest", "pytest-cov", "pytest-rerunfailures", "pytest-timeout", "pytest-xdist"]
 
 [[package]]
 name = "debugpy"
 version = "1.8.0"
 description = "An implementation of the Debug Adapter Protocol for Python"
-category = "dev"
 optional = false
 python-versions = ">=3.8"
 files = [
@@ -580,7 +513,6 @@ files = [
 name = "decorator"
 version = "5.1.1"
 description = "Decorators for Humans"
-category = "dev"
 optional = false
 python-versions = ">=3.5"
 files = [
@@ -592,7 +524,6 @@ files = [
 name = "deepmerge"
 version = "1.1.1"
 description = "a toolset to deeply merge python dictionaries."
-category = "dev"
 optional = false
 python-versions = "*"
 files = [
@@ -604,7 +535,6 @@ files = [
 name = "distlib"
 version = "0.3.8"
 description = "Distribution utilities"
-category = "dev"
 optional = false
 python-versions = "*"
 files = [
@@ -614,21 +544,19 @@ files = [
 
 [[package]]
 name = "docutils"
-version = "0.18.1"
+version = "0.20.1"
 description = "Docutils -- Python Documentation Utilities"
-category = "dev"
 optional = false
-python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*, !=3.4.*"
+python-versions = ">=3.7"
 files = [
-    {file = "docutils-0.18.1-py2.py3-none-any.whl", hash = "sha256:23010f129180089fbcd3bc08cfefccb3b890b0050e1ca00c867036e9d161b98c"},
-    {file = "docutils-0.18.1.tar.gz", hash = "sha256:679987caf361a7539d76e584cbeddc311e3aee937877c87346f31debc63e9d06"},
+    {file = "docutils-0.20.1-py3-none-any.whl", hash = "sha256:96f387a2c5562db4476f09f13bbab2192e764cac08ebbf3a34a95d9b1e4a59d6"},
+    {file = "docutils-0.20.1.tar.gz", hash = "sha256:f08a4e276c3a1583a86dce3e34aba3fe04d02bba2dd51ed16106244e8a923e3b"},
 ]
 
 [[package]]
 name = "et-xmlfile"
 version = "1.1.0"
 description = "An implementation of lxml.xmlfile for the standard library"
-category = "main"
 optional = false
 python-versions = ">=3.6"
 files = [
@@ -640,7 +568,6 @@ files = [
 name = "exceptiongroup"
 version = "1.2.0"
 description = "Backport of PEP 654 (exception groups)"
-category = "main"
 optional = false
 python-versions = ">=3.7"
 files = [
@@ -655,7 +582,6 @@ test = ["pytest (>=6)"]
 name = "executing"
 version = "2.0.1"
 description = "Get the currently executing AST node of a frame, and other information"
-category = "dev"
 optional = false
 python-versions = ">=3.5"
 files = [
@@ -668,29 +594,27 @@ tests = ["asttokens (>=2.1.0)", "coverage", "coverage-enable-subprocess", "ipyth
 
 [[package]]
 name = "fastapi"
-version = "0.108.0"
+version = "0.109.2"
 description = "FastAPI framework, high performance, easy to learn, fast to code, ready for production"
-category = "main"
 optional = false
 python-versions = ">=3.8"
 files = [
-    {file = "fastapi-0.108.0-py3-none-any.whl", hash = "sha256:8c7bc6d315da963ee4cdb605557827071a9a7f95aeb8fcdd3bde48cdc8764dd7"},
-    {file = "fastapi-0.108.0.tar.gz", hash = "sha256:5056e504ac6395bf68493d71fcfc5352fdbd5fda6f88c21f6420d80d81163296"},
+    {file = "fastapi-0.109.2-py3-none-any.whl", hash = "sha256:2c9bab24667293b501cad8dd388c05240c850b58ec5876ee3283c47d6e1e3a4d"},
+    {file = "fastapi-0.109.2.tar.gz", hash = "sha256:f3817eac96fe4f65a2ebb4baa000f394e55f5fccdaf7f75250804bc58f354f73"},
 ]
 
 [package.dependencies]
 pydantic = ">=1.7.4,<1.8 || >1.8,<1.8.1 || >1.8.1,<2.0.0 || >2.0.0,<2.0.1 || >2.0.1,<2.1.0 || >2.1.0,<3.0.0"
-starlette = ">=0.29.0,<0.33.0"
+starlette = ">=0.36.3,<0.37.0"
 typing-extensions = ">=4.8.0"
 
 [package.extras]
-all = ["email-validator (>=2.0.0)", "httpx (>=0.23.0)", "itsdangerous (>=1.1.0)", "jinja2 (>=2.11.2)", "orjson (>=3.2.1)", "pydantic-extra-types (>=2.0.0)", "pydantic-settings (>=2.0.0)", "python-multipart (>=0.0.5)", "pyyaml (>=5.3.1)", "ujson (>=4.0.1,!=4.0.2,!=4.1.0,!=4.2.0,!=4.3.0,!=5.0.0,!=5.1.0)", "uvicorn[standard] (>=0.12.0)"]
+all = ["email-validator (>=2.0.0)", "httpx (>=0.23.0)", "itsdangerous (>=1.1.0)", "jinja2 (>=2.11.2)", "orjson (>=3.2.1)", "pydantic-extra-types (>=2.0.0)", "pydantic-settings (>=2.0.0)", "python-multipart (>=0.0.7)", "pyyaml (>=5.3.1)", "ujson (>=4.0.1,!=4.0.2,!=4.1.0,!=4.2.0,!=4.3.0,!=5.0.0,!=5.1.0)", "uvicorn[standard] (>=0.12.0)"]
 
 [[package]]
 name = "filelock"
 version = "3.13.1"
 description = "A platform independent file lock."
-category = "dev"
 optional = false
 python-versions = ">=3.8"
 files = [
@@ -705,14 +629,13 @@ typing = ["typing-extensions (>=4.8)"]
 
 [[package]]
 name = "fsspec"
-version = "2023.12.2"
+version = "2024.2.0"
 description = "File-system specification"
-category = "main"
 optional = false
 python-versions = ">=3.8"
 files = [
-    {file = "fsspec-2023.12.2-py3-none-any.whl", hash = "sha256:d800d87f72189a745fa3d6b033b9dc4a34ad069f60ca60b943a63599f5501960"},
-    {file = "fsspec-2023.12.2.tar.gz", hash = "sha256:8548d39e8810b59c38014934f6b31e57f40c1b20f911f4cc2b85389c7e9bf0cb"},
+    {file = "fsspec-2024.2.0-py3-none-any.whl", hash = "sha256:817f969556fa5916bc682e02ca2045f96ff7f586d45110fcb76022063ad2c7d8"},
+    {file = "fsspec-2024.2.0.tar.gz", hash = "sha256:b6ad1a679f760dda52b1168c859d01b7b80648ea6f7f7c7f5a8a91dc3f3ecb84"},
 ]
 
 [package.extras]
@@ -730,7 +653,7 @@ github = ["requests"]
 gs = ["gcsfs"]
 gui = ["panel"]
 hdfs = ["pyarrow (>=1)"]
-http = ["aiohttp (!=4.0.0a0,!=4.0.0a1)", "requests"]
+http = ["aiohttp (!=4.0.0a0,!=4.0.0a1)"]
 libarchive = ["libarchive-c"]
 oci = ["ocifs"]
 s3 = ["s3fs"]
@@ -743,7 +666,6 @@ tqdm = ["tqdm"]
 name = "greenlet"
 version = "3.0.3"
 description = "Lightweight in-process concurrent programming"
-category = "main"
 optional = false
 python-versions = ">=3.7"
 files = [
@@ -815,7 +737,6 @@ test = ["objgraph", "psutil"]
 name = "gunicorn"
 version = "21.2.0"
 description = "WSGI HTTP Server for UNIX"
-category = "dev"
 optional = false
 python-versions = ">=3.5"
 files = [
@@ -836,7 +757,6 @@ tornado = ["tornado (>=0.2)"]
 name = "h11"
 version = "0.14.0"
 description = "A pure-Python, bring-your-own-I/O implementation of HTTP/1.1"
-category = "main"
 optional = false
 python-versions = ">=3.7"
 files = [
@@ -848,7 +768,6 @@ files = [
 name = "h2"
 version = "4.1.0"
 description = "HTTP/2 State-Machine based protocol implementation"
-category = "main"
 optional = false
 python-versions = ">=3.6.1"
 files = [
@@ -864,7 +783,6 @@ hyperframe = ">=6.0,<7"
 name = "hpack"
 version = "4.0.0"
 description = "Pure-Python HPACK header compression"
-category = "main"
 optional = false
 python-versions = ">=3.6.1"
 files = [
@@ -876,7 +794,6 @@ files = [
 name = "httpcore"
 version = "1.0.2"
 description = "A minimal low-level HTTP client."
-category = "main"
 optional = false
 python-versions = ">=3.8"
 files = [
@@ -891,14 +808,13 @@ h11 = ">=0.13,<0.15"
 [package.extras]
 asyncio = ["anyio (>=4.0,<5.0)"]
 http2 = ["h2 (>=3,<5)"]
-socks = ["socksio (>=1.0.0,<2.0.0)"]
+socks = ["socksio (==1.*)"]
 trio = ["trio (>=0.22.0,<0.23.0)"]
 
 [[package]]
 name = "httptools"
 version = "0.6.1"
 description = "A collection of framework independent HTTP protocol utils."
-category = "dev"
 optional = false
 python-versions = ">=3.8.0"
 files = [
@@ -945,35 +861,33 @@ test = ["Cython (>=0.29.24,<0.30.0)"]
 
 [[package]]
 name = "httpx"
-version = "0.25.2"
+version = "0.26.0"
 description = "The next generation HTTP client."
-category = "main"
 optional = false
 python-versions = ">=3.8"
 files = [
-    {file = "httpx-0.25.2-py3-none-any.whl", hash = "sha256:a05d3d052d9b2dfce0e3896636467f8a5342fb2b902c819428e1ac65413ca118"},
-    {file = "httpx-0.25.2.tar.gz", hash = "sha256:8b8fcaa0c8ea7b05edd69a094e63a2094c4efcb48129fb757361bc423c0ad9e8"},
+    {file = "httpx-0.26.0-py3-none-any.whl", hash = "sha256:8915f5a3627c4d47b73e8202457cb28f1266982d1159bd5779d86a80c0eab1cd"},
+    {file = "httpx-0.26.0.tar.gz", hash = "sha256:451b55c30d5185ea6b23c2c793abf9bb237d2a7dfb901ced6ff69ad37ec1dfaf"},
 ]
 
 [package.dependencies]
 anyio = "*"
 certifi = "*"
 h2 = {version = ">=3,<5", optional = true, markers = "extra == \"http2\""}
-httpcore = ">=1.0.0,<2.0.0"
+httpcore = "==1.*"
 idna = "*"
 sniffio = "*"
 
 [package.extras]
 brotli = ["brotli", "brotlicffi"]
-cli = ["click (>=8.0.0,<9.0.0)", "pygments (>=2.0.0,<3.0.0)", "rich (>=10,<14)"]
+cli = ["click (==8.*)", "pygments (==2.*)", "rich (>=10,<14)"]
 http2 = ["h2 (>=3,<5)"]
-socks = ["socksio (>=1.0.0,<2.0.0)"]
+socks = ["socksio (==1.*)"]
 
 [[package]]
 name = "hyperframe"
 version = "6.0.1"
 description = "HTTP/2 framing layer for Python"
-category = "main"
 optional = false
 python-versions = ">=3.6.1"
 files = [
@@ -985,7 +899,6 @@ files = [
 name = "identify"
 version = "2.5.33"
 description = "File identification library for Python"
-category = "dev"
 optional = false
 python-versions = ">=3.8"
 files = [
@@ -1000,7 +913,6 @@ license = ["ukkonen"]
 name = "idna"
 version = "3.6"
 description = "Internationalized Domain Names in Applications (IDNA)"
-category = "main"
 optional = false
 python-versions = ">=3.5"
 files = [
@@ -1012,7 +924,6 @@ files = [
 name = "imagesize"
 version = "1.4.1"
 description = "Getting image size from png/jpeg/jpeg2000/gif file"
-category = "dev"
 optional = false
 python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*"
 files = [
@@ -1024,7 +935,6 @@ files = [
 name = "importlib-metadata"
 version = "7.0.1"
 description = "Read metadata from Python packages"
-category = "main"
 optional = false
 python-versions = ">=3.8"
 files = [
@@ -1044,7 +954,6 @@ testing = ["flufl.flake8", "importlib-resources (>=1.3)", "packaging", "pyfakefs
 name = "iniconfig"
 version = "2.0.0"
 description = "brain-dead simple config-ini parsing"
-category = "dev"
 optional = false
 python-versions = ">=3.7"
 files = [
@@ -1054,14 +963,13 @@ files = [
 
 [[package]]
 name = "ipykernel"
-version = "6.29.0"
+version = "6.29.1"
 description = "IPython Kernel for Jupyter"
-category = "dev"
 optional = false
 python-versions = ">=3.8"
 files = [
-    {file = "ipykernel-6.29.0-py3-none-any.whl", hash = "sha256:076663ca68492576f051e4af7720d33f34383e655f2be0d544c8b1c9de915b2f"},
-    {file = "ipykernel-6.29.0.tar.gz", hash = "sha256:b5dd3013cab7b330df712891c96cd1ab868c27a7159e606f762015e9bf8ceb3f"},
+    {file = "ipykernel-6.29.1-py3-none-any.whl", hash = "sha256:e5dfba210fc9da74a5dae8fa6c41f816e11bd18d10381b2517d9a0d57cc987c4"},
+    {file = "ipykernel-6.29.1.tar.gz", hash = "sha256:1547352b32da95a2761011a8dac2af930c26a0703dfa07690d16b7d74dac0ba1"},
 ]
 
 [package.dependencies]
@@ -1070,7 +978,7 @@ 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"
+jupyter-core = ">=4.12,<5.0.dev0 || >=5.1.dev0"
 matplotlib-inline = ">=0.1"
 nest-asyncio = "*"
 packaging = "*"
@@ -1084,13 +992,12 @@ 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 (==0.23.2)", "pytest-cov", "pytest-timeout"]
+test = ["flaky", "ipyparallel", "pre-commit", "pytest (>=7.0)", "pytest-asyncio (==0.23.4)", "pytest-cov", "pytest-timeout"]
 
 [[package]]
 name = "ipython"
 version = "8.21.0"
 description = "IPython: Productive Interactive Computing"
-category = "dev"
 optional = false
 python-versions = ">=3.10"
 files = [
@@ -1127,7 +1034,6 @@ test-extra = ["curio", "matplotlib (!=3.2.0)", "nbformat", "numpy (>=1.23)", "pa
 name = "jedi"
 version = "0.19.1"
 description = "An autocompletion tool for Python that can be used for text editors."
-category = "dev"
 optional = false
 python-versions = ">=3.6"
 files = [
@@ -1147,7 +1053,6 @@ testing = ["Django", "attrs", "colorama", "docopt", "pytest (<7.0.0)"]
 name = "jinja2"
 version = "3.1.3"
 description = "A very fast and expressive template engine."
-category = "dev"
 optional = false
 python-versions = ">=3.7"
 files = [
@@ -1165,7 +1070,6 @@ i18n = ["Babel (>=2.7)"]
 name = "jsonschema"
 version = "4.21.1"
 description = "An implementation of JSON Schema validation for Python"
-category = "dev"
 optional = false
 python-versions = ">=3.8"
 files = [
@@ -1187,7 +1091,6 @@ format-nongpl = ["fqdn", "idna", "isoduration", "jsonpointer (>1.13)", "rfc3339-
 name = "jsonschema-specifications"
 version = "2023.12.1"
 description = "The JSON Schema meta-schemas and vocabularies, exposed as a Registry"
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@@ -1202,7 +1105,6 @@ referencing = ">=0.31.0"
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 description = "Jupyter protocol implementation and client libraries"
-category = "dev"
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@@ -1211,7 +1113,7 @@ files = [
 ]
 
 [package.dependencies]
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 python-dateutil = ">=2.8.2"
 pyzmq = ">=23.0"
 tornado = ">=6.2"
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@@ -1246,7 +1147,6 @@ test = ["ipykernel", "pre-commit", "pytest", "pytest-cov", "pytest-timeout"]
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 description = "A super-fast templating language that borrows the best ideas from the existing templating languages."
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 optional = false
 python-versions = ">=3.8"
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@@ -1293,7 +1191,6 @@ testing = ["pytest"]
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 version = "3.0.0"
 description = "Python port of markdown-it. Markdown parsing, done right!"
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 optional = false
 python-versions = ">=3.8"
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@@ -1316,79 +1213,77 @@ testing = ["coverage", "pytest", "pytest-cov", "pytest-regressions"]
 
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 optional = false
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 version = "0.1.2"
 description = "Markdown URL utilities"
-category = "main"
 optional = false
 python-versions = ">=3.7"
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-category = "dev"
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 python-versions = ">=3.7"
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 [package.dependencies]
@@ -1641,37 +1521,36 @@ numpy = [
 ]
 python-dateutil = ">=2.8.2"
 pytz = ">=2020.1"
-tzdata = ">=2022.7"
+tzdata = ">=2022.1"
 
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+gcp = ["gcsfs (>=2022.05.0)", "pandas-gbq (>=0.17.5)"]
+hdf5 = ["tables (>=3.7.0)"]
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+mysql = ["SQLAlchemy (>=1.4.36)", "pymysql (>=1.0.2)"]
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+parquet = ["pyarrow (>=7.0.0)"]
+performance = ["bottleneck (>=1.3.4)", "numba (>=0.55.2)", "numexpr (>=2.8.0)"]
+plot = ["matplotlib (>=3.6.1)"]
+postgresql = ["SQLAlchemy (>=1.4.36)", "psycopg2 (>=2.9.3)"]
+spss = ["pyreadstat (>=1.1.5)"]
+sql-other = ["SQLAlchemy (>=1.4.36)"]
 test = ["hypothesis (>=6.46.1)", "pytest (>=7.3.2)", "pytest-xdist (>=2.2.0)"]
-xml = ["lxml (>=4.9.2)"]
+xml = ["lxml (>=4.8.0)"]
 
 [[package]]
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 version = "2.1.4.231227"
 description = "Type annotations for pandas"
-category = "dev"
 optional = false
 python-versions = ">=3.9"
 files = [
@@ -1685,14 +1564,13 @@ types-pytz = ">=2022.1.1"
 
 [[package]]
 name = "pandera"
-version = "0.17.2"
+version = "0.18.0"
 description = "A light-weight and flexible data validation and testing tool for statistical data objects."
-category = "main"
 optional = false
 python-versions = ">=3.7"
 files = [
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 [package.dependencies]
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 description = "A Python Parser"
-category = "dev"
 optional = false
 python-versions = ">=3.6"
 files = [
@@ -1739,7 +1616,6 @@ testing = ["docopt", "pytest (<6.0.0)"]
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 version = "1.4.1"
 description = "Appendable key-value storage"
-category = "main"
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 python-versions = ">=3.7"
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@@ -1754,23 +1630,10 @@ toolz = "*"
 [package.extras]
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-version = "0.12.1"
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-category = "dev"
-optional = false
-python-versions = ">=3.8"
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@@ -1785,7 +1648,6 @@ ptyprocess = ">=0.5"
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 version = "4.0.0"
 description = "Dependency injection framework designed with Python in mind."
-category = "dev"
 optional = false
 python-versions = ">=3.8"
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@@ -1797,7 +1659,6 @@ files = [
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 python-versions = ">=3.8"
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@@ -1813,7 +1674,6 @@ test = ["appdirs (==1.4.4)", "covdefaults (>=2.3)", "pytest (>=7.4.3)", "pytest-
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@@ -1829,7 +1689,6 @@ testing = ["pytest", "pytest-benchmark"]
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@@ -1848,7 +1707,6 @@ virtualenv = ">=20.10.0"
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 description = "Library for building powerful interactive command lines in Python"
-category = "dev"
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@@ -1863,7 +1721,6 @@ wcwidth = "*"
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 python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*, !=3.4.*, !=3.5.*"
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@@ -1890,109 +1747,106 @@ test = ["enum34", "ipaddress", "mock", "pywin32", "wmi"]
 
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 [package.dependencies]
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 typing-extensions = ">=4.1"
 tzdata = {version = "*", markers = "sys_platform == \"win32\""}
 
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 [[package]]
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-category = "dev"
 optional = false
 python-versions = ">=2.7,!=3.0.*,!=3.1.*,!=3.2.*,!=3.3.*"
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 version = "0.7.0"
 description = "Run a subprocess in a pseudo terminal"
-category = "dev"
 optional = false
 python-versions = "*"
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 version = "0.2.2"
 description = "Safely evaluate AST nodes without side effects"
-category = "dev"
 optional = false
 python-versions = "*"
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 version = "9.0.0"
 description = "Get CPU info with pure Python"
-category = "dev"
 optional = false
 python-versions = "*"
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@@ -2066,7 +1917,6 @@ files = [
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 version = "0.24.0"
 description = "A BibTeX-compatible bibliography processor in Python"
-category = "dev"
 optional = false
 python-versions = ">=2.7,!=3.0.*,!=3.1.*,!=3.2.*"
 files = [
@@ -2086,7 +1936,6 @@ test = ["pytest"]
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 version = "1.0.3"
 description = "A docutils backend for pybtex."
-category = "dev"
 optional = false
 python-versions = ">=3.7"
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@@ -2102,7 +1951,6 @@ pybtex = ">=0.16"
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 description = "C parser in Python"
-category = "dev"
 optional = false
 python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*"
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@@ -2112,19 +1960,18 @@ files = [
 
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 [package.dependencies]
@@ -2226,7 +2072,6 @@ typing-extensions = ">=4.6.0,<4.7.0 || >4.7.0"
 name = "pydantic-settings"
 version = "2.1.0"
 description = "Settings management using Pydantic"
-category = "main"
 optional = false
 python-versions = ">=3.8"
 files = [
@@ -2242,7 +2087,6 @@ python-dotenv = ">=0.21.0"
 name = "pygments"
 version = "2.17.2"
 description = "Pygments is a syntax highlighting package written in Python."
-category = "main"
 optional = false
 python-versions = ">=3.7"
 files = [
@@ -2258,7 +2102,6 @@ windows-terminal = ["colorama (>=0.4.6)"]
 name = "pyjwt"
 version = "2.8.0"
 description = "JSON Web Token implementation in Python"
-category = "main"
 optional = false
 python-versions = ">=3.7"
 files = [
@@ -2276,7 +2119,6 @@ tests = ["coverage[toml] (==5.0.4)", "pytest (>=6.0.0,<7.0.0)"]
 name = "pyproject-hooks"
 version = "1.0.0"
 description = "Wrappers to call pyproject.toml-based build backend hooks."
-category = "dev"
 optional = false
 python-versions = ">=3.7"
 files = [
@@ -2289,14 +2131,13 @@ tomli = {version = ">=1.1.0", markers = "python_version < \"3.11\""}
 
 [[package]]
 name = "pytest"
-version = "7.4.4"
+version = "8.0.0"
 description = "pytest: simple powerful testing with Python"
-category = "dev"
 optional = false
-python-versions = ">=3.7"
+python-versions = ">=3.8"
 files = [
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 ]
 
 [package.dependencies]
@@ -2304,7 +2145,7 @@ colorama = {version = "*", markers = "sys_platform == \"win32\""}
 exceptiongroup = {version = ">=1.0.0rc8", markers = "python_version < \"3.11\""}
 iniconfig = "*"
 packaging = "*"
-pluggy = ">=0.12,<2.0"
+pluggy = ">=1.3.0,<2.0"
 tomli = {version = ">=1.0.0", markers = "python_version < \"3.11\""}
 
 [package.extras]
@@ -2314,7 +2155,6 @@ testing = ["argcomplete", "attrs (>=19.2.0)", "hypothesis (>=3.56)", "mock", "no
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 version = "4.0.0"
 description = "A ``pytest`` fixture for benchmarking code. It will group the tests into rounds that are calibrated to the chosen timer."
-category = "dev"
 optional = false
 python-versions = ">=3.7"
 files = [
@@ -2335,7 +2175,6 @@ histogram = ["pygal", "pygaljs"]
 name = "pytest-cov"
 version = "4.1.0"
 description = "Pytest plugin for measuring coverage."
-category = "dev"
 optional = false
 python-versions = ">=3.7"
 files = [
@@ -2350,26 +2189,10 @@ pytest = ">=4.6"
 [package.extras]
 testing = ["fields", "hunter", "process-tests", "pytest-xdist", "six", "virtualenv"]
 
-[[package]]
-name = "pytest-lazy-fixture"
-version = "0.6.3"
-description = "It helps to use fixtures in pytest.mark.parametrize"
-category = "dev"
-optional = false
-python-versions = "*"
-files = [
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-]
-
-[package.dependencies]
-pytest = ">=3.2.5"
-
 [[package]]
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 version = "2.8.2"
 description = "Extensions to the standard Python datetime module"
-category = "main"
 optional = false
 python-versions = "!=3.0.*,!=3.1.*,!=3.2.*,>=2.7"
 files = [
@@ -2384,7 +2207,6 @@ six = ">=1.5"
 name = "python-dotenv"
 version = "1.0.1"
 description = "Read key-value pairs from a .env file and set them as environment variables"
-category = "main"
 optional = false
 python-versions = ">=3.8"
 files = [
@@ -2397,21 +2219,19 @@ cli = ["click (>=5.0)"]
 
 [[package]]
 name = "pytz"
-version = "2023.4"
+version = "2024.1"
 description = "World timezone definitions, modern and historical"
-category = "main"
 optional = false
 python-versions = "*"
 files = [
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 ]
 
 [[package]]
 name = "pywin32"
 version = "306"
 description = "Python for Window Extensions"
-category = "dev"
 optional = false
 python-versions = "*"
 files = [
@@ -2435,7 +2255,6 @@ files = [
 name = "pyyaml"
 version = "6.0.1"
 description = "YAML parser and emitter for Python"
-category = "main"
 optional = false
 python-versions = ">=3.6"
 files = [
@@ -2444,6 +2263,7 @@ files = [
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@@ -2476,6 +2304,7 @@ files = [
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@@ -2485,7 +2314,6 @@ files = [
 name = "pyzmq"
 version = "25.1.2"
 description = "Python bindings for 0MQ"
-category = "dev"
 optional = false
 python-versions = ">=3.6"
 files = [
@@ -2591,7 +2419,6 @@ cffi = {version = "*", markers = "implementation_name == \"pypy\""}
 name = "referencing"
 version = "0.33.0"
 description = "JSON Referencing + Python"
-category = "dev"
 optional = false
 python-versions = ">=3.8"
 files = [
@@ -2607,7 +2434,6 @@ rpds-py = ">=0.7.0"
 name = "requests"
 version = "2.31.0"
 description = "Python HTTP for Humans."
-category = "main"
 optional = false
 python-versions = ">=3.7"
 files = [
@@ -2629,7 +2455,6 @@ use-chardet-on-py3 = ["chardet (>=3.0.2,<6)"]
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 version = "13.7.0"
 description = "Render rich text, tables, progress bars, syntax highlighting, markdown and more to the terminal"
-category = "main"
 optional = false
 python-versions = ">=3.7.0"
 files = [
@@ -2648,7 +2473,6 @@ jupyter = ["ipywidgets (>=7.5.1,<9)"]
 name = "rpds-py"
 version = "0.17.1"
 description = "Python bindings to Rust's persistent data structures (rpds)"
-category = "dev"
 optional = false
 python-versions = ">=3.8"
 files = [
@@ -2755,36 +2579,34 @@ files = [
 
 [[package]]
 name = "ruff"
-version = "0.1.15"
+version = "0.2.1"
 description = "An extremely fast Python linter and code formatter, written in Rust."
-category = "dev"
 optional = false
 python-versions = ">=3.7"
 files = [
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 version = "69.0.3"
 description = "Easily download, build, install, upgrade, and uninstall Python packages"
-category = "dev"
 optional = false
 python-versions = ">=3.8"
 files = [
@@ -2801,7 +2623,6 @@ testing-integration = ["build[virtualenv] (>=1.0.3)", "filelock (>=3.4.0)", "jar
 name = "six"
 version = "1.16.0"
 description = "Python 2 and 3 compatibility utilities"
-category = "main"
 optional = false
 python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*"
 files = [
@@ -2813,7 +2634,6 @@ files = [
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 version = "2.2.0"
 description = "A web-based viewer for Python profiler output"
-category = "dev"
 optional = false
 python-versions = ">=3.7"
 files = [
@@ -2828,7 +2648,6 @@ tornado = ">=2.0"
 name = "sniffio"
 version = "1.3.0"
 description = "Sniff out which async library your code is running under"
-category = "main"
 optional = false
 python-versions = ">=3.7"
 files = [
@@ -2840,7 +2659,6 @@ files = [
 name = "snowballstemmer"
 version = "2.2.0"
 description = "This package provides 29 stemmers for 28 languages generated from Snowball algorithms."
-category = "dev"
 optional = false
 python-versions = "*"
 files = [
@@ -2852,7 +2670,6 @@ files = [
 name = "sphinx"
 version = "7.2.6"
 description = "Python documentation generator"
-category = "dev"
 optional = false
 python-versions = ">=3.9"
 files = [
@@ -2887,7 +2704,6 @@ test = ["cython (>=3.0)", "filelock", "html5lib", "pytest (>=4.6)", "setuptools
 name = "sphinx-mdinclude"
 version = "0.5.3"
 description = "Markdown extension for Sphinx"
-category = "dev"
 optional = false
 python-versions = ">=3.6"
 files = [
@@ -2904,7 +2720,6 @@ pygments = ">=2.8"
 name = "sphinx-multiversion"
 version = "0.2.4"
 description = "Add support for multiple versions to sphinx"
-category = "dev"
 optional = false
 python-versions = "*"
 files = [
@@ -2917,19 +2732,18 @@ sphinx = ">=2.1"
 
 [[package]]
 name = "sphinx-rtd-theme"
-version = "1.3.0"
+version = "2.0.0"
 description = "Read the Docs theme for Sphinx"
-category = "dev"
 optional = false
-python-versions = "!=3.0.*,!=3.1.*,!=3.2.*,!=3.3.*,!=3.4.*,!=3.5.*,>=2.7"
+python-versions = ">=3.6"
 files = [
-    {file = "sphinx_rtd_theme-1.3.0-py2.py3-none-any.whl", hash = "sha256:46ddef89cc2416a81ecfbeaceab1881948c014b1b6e4450b815311a89fb977b0"},
-    {file = "sphinx_rtd_theme-1.3.0.tar.gz", hash = "sha256:590b030c7abb9cf038ec053b95e5380b5c70d61591eb0b552063fbe7c41f0931"},
+    {file = "sphinx_rtd_theme-2.0.0-py2.py3-none-any.whl", hash = "sha256:ec93d0856dc280cf3aee9a4c9807c60e027c7f7b461b77aeffed682e68f0e586"},
+    {file = "sphinx_rtd_theme-2.0.0.tar.gz", hash = "sha256:bd5d7b80622406762073a04ef8fadc5f9151261563d47027de09910ce03afe6b"},
 ]
 
 [package.dependencies]
-docutils = "<0.19"
-sphinx = ">=1.6,<8"
+docutils = "<0.21"
+sphinx = ">=5,<8"
 sphinxcontrib-jquery = ">=4,<5"
 
 [package.extras]
@@ -2939,7 +2753,6 @@ dev = ["bump2version", "sphinxcontrib-httpdomain", "transifex-client", "wheel"]
 name = "sphinxcontrib-applehelp"
 version = "1.0.8"
 description = "sphinxcontrib-applehelp is a Sphinx extension which outputs Apple help books"
-category = "dev"
 optional = false
 python-versions = ">=3.9"
 files = [
@@ -2954,27 +2767,25 @@ test = ["pytest"]
 
 [[package]]
 name = "sphinxcontrib-bibtex"
-version = "2.5.0"
+version = "2.6.2"
 description = "Sphinx extension for BibTeX style citations."
-category = "dev"
 optional = false
-python-versions = ">=3.6"
+python-versions = ">=3.7"
 files = [
-    {file = "sphinxcontrib-bibtex-2.5.0.tar.gz", hash = "sha256:71b42e5db0e2e284f243875326bf9936aa9a763282277d75048826fef5b00eaa"},
-    {file = "sphinxcontrib_bibtex-2.5.0-py3-none-any.whl", hash = "sha256:748f726eaca6efff7731012103417ef130ecdcc09501b4d0c54283bf5f059f76"},
+    {file = "sphinxcontrib-bibtex-2.6.2.tar.gz", hash = "sha256:f487af694336f28bfb7d6a17070953a7d264bec43000a2379724274f5f8d70ae"},
+    {file = "sphinxcontrib_bibtex-2.6.2-py3-none-any.whl", hash = "sha256:10d45ebbb19207c5665396c9446f8012a79b8a538cb729f895b5910ab2d0b2da"},
 ]
 
 [package.dependencies]
-docutils = ">=0.8"
+docutils = ">=0.8,<0.18.dev0 || >=0.20.dev0"
 pybtex = ">=0.24"
 pybtex-docutils = ">=1.0.0"
-Sphinx = ">=2.1"
+Sphinx = ">=3.5"
 
 [[package]]
 name = "sphinxcontrib-devhelp"
 version = "1.0.6"
 description = "sphinxcontrib-devhelp is a sphinx extension which outputs Devhelp documents"
-category = "dev"
 optional = false
 python-versions = ">=3.9"
 files = [
@@ -2991,7 +2802,6 @@ test = ["pytest"]
 name = "sphinxcontrib-htmlhelp"
 version = "2.0.5"
 description = "sphinxcontrib-htmlhelp is a sphinx extension which renders HTML help files"
-category = "dev"
 optional = false
 python-versions = ">=3.9"
 files = [
@@ -3008,7 +2818,6 @@ test = ["html5lib", "pytest"]
 name = "sphinxcontrib-httpdomain"
 version = "1.8.1"
 description = "Sphinx domain for documenting HTTP APIs"
-category = "dev"
 optional = false
 python-versions = ">=2.7,!=3.0.*,!=3.1.*,!=3.2.*,!=3.3.*,!=3.4.*"
 files = [
@@ -3024,7 +2833,6 @@ Sphinx = ">=1.6"
 name = "sphinxcontrib-jquery"
 version = "4.1"
 description = "Extension to include jQuery on newer Sphinx releases"
-category = "dev"
 optional = false
 python-versions = ">=2.7"
 files = [
@@ -3039,7 +2847,6 @@ Sphinx = ">=1.8"
 name = "sphinxcontrib-jsmath"
 version = "1.0.1"
 description = "A sphinx extension which renders display math in HTML via JavaScript"
-category = "dev"
 optional = false
 python-versions = ">=3.5"
 files = [
@@ -3054,7 +2861,6 @@ test = ["flake8", "mypy", "pytest"]
 name = "sphinxcontrib-openapi"
 version = "0.8.3"
 description = "OpenAPI (fka Swagger) spec renderer for Sphinx"
-category = "dev"
 optional = false
 python-versions = ">=3.7"
 files = [
@@ -3075,7 +2881,6 @@ sphinxcontrib-httpdomain = ">=1.5.0"
 name = "sphinxcontrib-qthelp"
 version = "1.0.7"
 description = "sphinxcontrib-qthelp is a sphinx extension which outputs QtHelp documents"
-category = "dev"
 optional = false
 python-versions = ">=3.9"
 files = [
@@ -3092,7 +2897,6 @@ test = ["pytest"]
 name = "sphinxcontrib-serializinghtml"
 version = "1.1.10"
 description = "sphinxcontrib-serializinghtml is a sphinx extension which outputs \"serialized\" HTML files (json and pickle)"
-category = "dev"
 optional = false
 python-versions = ">=3.9"
 files = [
@@ -3109,7 +2913,6 @@ test = ["pytest"]
 name = "sqlalchemy"
 version = "2.0.25"
 description = "Database Abstraction Library"
-category = "main"
 optional = false
 python-versions = ">=3.7"
 files = [
@@ -3198,7 +3001,6 @@ sqlcipher = ["sqlcipher3_binary"]
 name = "sqlalchemy-utils"
 version = "0.41.1"
 description = "Various utility functions for SQLAlchemy."
-category = "main"
 optional = false
 python-versions = ">=3.6"
 files = [
@@ -3227,7 +3029,6 @@ url = ["furl (>=0.4.1)"]
 name = "stack-data"
 version = "0.6.3"
 description = "Extract data from python stack frames and tracebacks for informative displays"
-category = "dev"
 optional = false
 python-versions = "*"
 files = [
@@ -3245,27 +3046,25 @@ tests = ["cython", "littleutils", "pygments", "pytest", "typeguard"]
 
 [[package]]
 name = "starlette"
-version = "0.32.0.post1"
+version = "0.36.3"
 description = "The little ASGI library that shines."
-category = "main"
 optional = false
 python-versions = ">=3.8"
 files = [
-    {file = "starlette-0.32.0.post1-py3-none-any.whl", hash = "sha256:cd0cb10ddb49313f609cedfac62c8c12e56c7314b66d89bb077ba228bada1b09"},
-    {file = "starlette-0.32.0.post1.tar.gz", hash = "sha256:e54e2b7e2fb06dff9eac40133583f10dfa05913f5a85bf26f427c7a40a9a3d02"},
+    {file = "starlette-0.36.3-py3-none-any.whl", hash = "sha256:13d429aa93a61dc40bf503e8c801db1f1bca3dc706b10ef2434a36123568f044"},
+    {file = "starlette-0.36.3.tar.gz", hash = "sha256:90a671733cfb35771d8cc605e0b679d23b992f8dcfad48cc60b38cb29aeb7080"},
 ]
 
 [package.dependencies]
 anyio = ">=3.4.0,<5"
 
 [package.extras]
-full = ["httpx (>=0.22.0)", "itsdangerous", "jinja2", "python-multipart", "pyyaml"]
+full = ["httpx (>=0.22.0)", "itsdangerous", "jinja2", "python-multipart (>=0.0.7)", "pyyaml"]
 
 [[package]]
 name = "toml"
 version = "0.10.2"
 description = "Python Library for Tom's Obvious, Minimal Language"
-category = "main"
 optional = false
 python-versions = ">=2.6, !=3.0.*, !=3.1.*, !=3.2.*"
 files = [
@@ -3277,7 +3076,6 @@ files = [
 name = "tomli"
 version = "2.0.1"
 description = "A lil' TOML parser"
-category = "main"
 optional = false
 python-versions = ">=3.7"
 files = [
@@ -3289,7 +3087,6 @@ files = [
 name = "toolz"
 version = "0.12.1"
 description = "List processing tools and functional utilities"
-category = "main"
 optional = false
 python-versions = ">=3.7"
 files = [
@@ -3301,7 +3098,6 @@ files = [
 name = "tornado"
 version = "6.4"
 description = "Tornado is a Python web framework and asynchronous networking library, originally developed at FriendFeed."
-category = "dev"
 optional = false
 python-versions = ">= 3.8"
 files = [
@@ -3322,7 +3118,6 @@ files = [
 name = "traitlets"
 version = "5.14.1"
 description = "Traitlets Python configuration system"
-category = "dev"
 optional = false
 python-versions = ">=3.8"
 files = [
@@ -3338,7 +3133,6 @@ test = ["argcomplete (>=3.0.3)", "mypy (>=1.7.0)", "pre-commit", "pytest (>=7.0,
 name = "typeguard"
 version = "4.1.5"
 description = "Run-time type checker for Python"
-category = "main"
 optional = false
 python-versions = ">=3.8"
 files = [
@@ -3357,7 +3151,6 @@ test = ["coverage[toml] (>=7)", "mypy (>=1.2.0)", "pytest (>=7)"]
 name = "typer"
 version = "0.9.0"
 description = "Typer, build great CLIs. Easy to code. Based on Python type hints."
-category = "main"
 optional = false
 python-versions = ">=3.6"
 files = [
@@ -3377,21 +3170,19 @@ test = ["black (>=22.3.0,<23.0.0)", "coverage (>=6.2,<7.0)", "isort (>=5.0.6,<6.
 
 [[package]]
 name = "types-pytz"
-version = "2023.4.0.20240130"
+version = "2024.1.0.20240203"
 description = "Typing stubs for pytz"
-category = "dev"
 optional = false
 python-versions = ">=3.8"
 files = [
-    {file = "types-pytz-2023.4.0.20240130.tar.gz", hash = "sha256:33676a90bf04b19f92c33eec8581136bea2f35ddd12759e579a624a006fd387a"},
-    {file = "types_pytz-2023.4.0.20240130-py3-none-any.whl", hash = "sha256:6ce76a9f8fd22bd39b01a59c35bfa2db39b60d11a2f77145e97b730de7e64fe0"},
+    {file = "types-pytz-2024.1.0.20240203.tar.gz", hash = "sha256:c93751ee20dfc6e054a0148f8f5227b9a00b79c90a4d3c9f464711a73179c89e"},
+    {file = "types_pytz-2024.1.0.20240203-py3-none-any.whl", hash = "sha256:9679eef0365db3af91ef7722c199dbb75ee5c1b67e3c4dd7bfbeb1b8a71c21a3"},
 ]
 
 [[package]]
 name = "types-toml"
 version = "0.10.8.7"
 description = "Typing stubs for toml"
-category = "dev"
 optional = false
 python-versions = "*"
 files = [
@@ -3403,7 +3194,6 @@ files = [
 name = "typing-extensions"
 version = "4.9.0"
 description = "Backported and Experimental Type Hints for Python 3.8+"
-category = "main"
 optional = false
 python-versions = ">=3.8"
 files = [
@@ -3415,7 +3205,6 @@ files = [
 name = "typing-inspect"
 version = "0.9.0"
 description = "Runtime inspection utilities for typing module."
-category = "main"
 optional = false
 python-versions = "*"
 files = [
@@ -3431,7 +3220,6 @@ typing-extensions = ">=3.7.4"
 name = "tzdata"
 version = "2023.4"
 description = "Provider of IANA time zone data"
-category = "main"
 optional = false
 python-versions = ">=2"
 files = [
@@ -3443,7 +3231,6 @@ files = [
 name = "urllib3"
 version = "2.2.0"
 description = "HTTP library with thread-safe connection pooling, file post, and more."
-category = "main"
 optional = false
 python-versions = ">=3.8"
 files = [
@@ -3459,14 +3246,13 @@ zstd = ["zstandard (>=0.18.0)"]
 
 [[package]]
 name = "uvicorn"
-version = "0.23.2"
+version = "0.27.0.post1"
 description = "The lightning-fast ASGI server."
-category = "dev"
 optional = false
 python-versions = ">=3.8"
 files = [
-    {file = "uvicorn-0.23.2-py3-none-any.whl", hash = "sha256:1f9be6558f01239d4fdf22ef8126c39cb1ad0addf76c40e760549d2c2f43ab53"},
-    {file = "uvicorn-0.23.2.tar.gz", hash = "sha256:4d3cc12d7727ba72b64d12d3cc7743124074c0a69f7b201512fc50c3e3f1569a"},
+    {file = "uvicorn-0.27.0.post1-py3-none-any.whl", hash = "sha256:4b85ba02b8a20429b9b205d015cbeb788a12da527f731811b643fd739ef90d5f"},
+    {file = "uvicorn-0.27.0.post1.tar.gz", hash = "sha256:54898fcd80c13ff1cd28bf77b04ec9dbd8ff60c5259b499b4b12bb0917f22907"},
 ]
 
 [package.dependencies]
@@ -3477,7 +3263,7 @@ httptools = {version = ">=0.5.0", optional = true, markers = "extra == \"standar
 python-dotenv = {version = ">=0.13", optional = true, markers = "extra == \"standard\""}
 pyyaml = {version = ">=5.1", optional = true, markers = "extra == \"standard\""}
 typing-extensions = {version = ">=4.0", markers = "python_version < \"3.11\""}
-uvloop = {version = ">=0.14.0,<0.15.0 || >0.15.0,<0.15.1 || >0.15.1", optional = true, markers = "sys_platform != \"win32\" and sys_platform != \"cygwin\" and platform_python_implementation != \"PyPy\" and extra == \"standard\""}
+uvloop = {version = ">=0.14.0,<0.15.0 || >0.15.0,<0.15.1 || >0.15.1", optional = true, markers = "(sys_platform != \"win32\" and sys_platform != \"cygwin\") and platform_python_implementation != \"PyPy\" and extra == \"standard\""}
 watchfiles = {version = ">=0.13", optional = true, markers = "extra == \"standard\""}
 websockets = {version = ">=10.4", optional = true, markers = "extra == \"standard\""}
 
@@ -3488,7 +3274,6 @@ standard = ["colorama (>=0.4)", "httptools (>=0.5.0)", "python-dotenv (>=0.13)",
 name = "uvloop"
 version = "0.19.0"
 description = "Fast implementation of asyncio event loop on top of libuv"
-category = "dev"
 optional = false
 python-versions = ">=3.8.0"
 files = [
@@ -3533,7 +3318,6 @@ test = ["Cython (>=0.29.36,<0.30.0)", "aiohttp (==3.9.0b0)", "aiohttp (>=3.8.1)"
 name = "virtualenv"
 version = "20.25.0"
 description = "Virtual Python Environment builder"
-category = "dev"
 optional = false
 python-versions = ">=3.7"
 files = [
@@ -3554,7 +3338,6 @@ test = ["covdefaults (>=2.3)", "coverage (>=7.2.7)", "coverage-enable-subprocess
 name = "watchfiles"
 version = "0.21.0"
 description = "Simple, modern and high performance file watching and code reload in python."
-category = "dev"
 optional = false
 python-versions = ">=3.8"
 files = [
@@ -3642,7 +3425,6 @@ anyio = ">=3.0.0"
 name = "wcwidth"
 version = "0.2.13"
 description = "Measures the displayed width of unicode strings in a terminal"
-category = "dev"
 optional = false
 python-versions = "*"
 files = [
@@ -3654,7 +3436,6 @@ files = [
 name = "websockets"
 version = "12.0"
 description = "An implementation of the WebSocket Protocol (RFC 6455 & 7692)"
-category = "dev"
 optional = false
 python-versions = ">=3.8"
 files = [
@@ -3736,7 +3517,6 @@ files = [
 name = "wrapt"
 version = "1.16.0"
 description = "Module for decorators, wrappers and monkey patching."
-category = "main"
 optional = false
 python-versions = ">=3.6"
 files = [
@@ -3816,7 +3596,6 @@ files = [
 name = "zipp"
 version = "3.17.0"
 description = "Backport of pathlib-compatible object wrapper for zip files"
-category = "main"
 optional = false
 python-versions = ">=3.8"
 files = [
@@ -3831,4 +3610,4 @@ testing = ["big-O", "jaraco.functools", "jaraco.itertools", "more-itertools", "p
 [metadata]
 lock-version = "2.0"
 python-versions = ">=3.10, <3.12"
-content-hash = "a6ba252d7245552ae323842f7c06ce2e2c6f6863fb17487f62eb904a8156c091"
+content-hash = "416b785a80d0fd5793315d6edbe3889616e382e7b8549f62cdc63282217b7caf"
diff --git a/pyproject.toml b/pyproject.toml
index 0eb3a277..a2653373 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -17,23 +17,23 @@ documentation = "https://docs.ece.iiasa.ac.at/projects/ixmp4"
 
 [tool.poetry.dependencies]
 PyJWT = "^2.4.0"
-SQLAlchemy = { extras = ["mypy"], version = "^2.0.22" }
+SQLAlchemy = {extras = ["mypy"], version = "^2.0.25"}
 SQLAlchemy-Utils = "^0.41.1"
-alembic = "^1.12.1"
-dask = "^2023.10.1"
-fastapi = "^0.108.0"
-httpx = { extras = ["http2"], version = "^0.25.0" }
+alembic = "^1.13.1"
+dask = "^2024.1.1"
+fastapi = "^0.109.0"
+httpx = {extras = ["http2"], version = "^0.26.0"}
 openpyxl = "^3.0.9"
-pandas = "^2.1.2"
-pandera = "^0.17.0"
-pydantic = "^2.4.0"
-python = ">=3.10, <3.12"
-python-dotenv = "^1.0.0"
+pandas = "~2.1.2"
+pandera = "^0.18.0"
+pydantic = "^2.5.3"
+python = ">=3.10, <3.13"
+python-dotenv = "^1.0.1"
 requests = "^2.27.1"
 typer = "^0.9.0"
 toml = "^0.10.2"
-psycopg = { extras = ["binary"], version = "^3.1.10" }
-pydantic-settings = "^2.0.3"
+psycopg = {extras = ["binary"], version = "^3.1.17"}
+pydantic-settings = "^2.1.0"
 rich = "^13.7.0"
 
 [tool.poetry.group.docs]
@@ -42,8 +42,8 @@ optional = true
 [tool.poetry.group.docs.dependencies]
 sphinx = "^7.2.6"
 sphinx-multiversion = "^0.2.4"
-sphinx-rtd-theme = "^1.1.1"
-sphinxcontrib-bibtex = "^2.5.0"
+sphinx-rtd-theme = "^2.0.0"
+sphinxcontrib-bibtex = "^2.6.2"
 sphinxcontrib-openapi = "^0.8.3"
 
 [tool.poetry.group.server]
@@ -51,31 +51,29 @@ optional = true
 
 [tool.poetry.group.server.dependencies]
 gunicorn = "^21.2.0"
-uvicorn = { extras = ["standard"], version = "^0.23.2" }
+uvicorn = {extras = ["standard"], version = "^0.27.0.post1"}
 
 [tool.poetry.group.dev]
 optional = true
 
 [tool.poetry.group.dev.dependencies]
-black = "^23.10.1"
 ptvsd = "^4.3.2"
-pytest = "^7.4.3"
+pytest = "^8.0.0"
 pytest-benchmark = "^4.0.0"
 pytest-cov = "^4.1.0"
-pytest-lazy-fixture = "^0.6.3"
 snakeviz = "^2.1.1"
 types-toml = "^0.10.8.7"
 build = "^1.0.3"
-ruff = "^0.1.3"
-pre-commit = "^3.5.0"
-mypy = "^1.6.1"
-pandas-stubs = "^2.0.3.230814"
+ruff = "^0.2.1"
+pre-commit = "^3.6.0"
+mypy = "^1.8.0"
+pandas-stubs = "^2.1.4.231227"
 
 [tool.poetry.group.tutorial]
 optional = true
 
 [tool.poetry.group.tutorial.dependencies]
-ipykernel = "^6.26.0"
+ipykernel = "^6.29.0"
 
 [tool.poetry.scripts]
 ixmp4 = "ixmp4.__main__:app"
@@ -101,9 +99,6 @@ module = ["pandas", "uvicorn.workers", "sqlalchemy_utils"]
 ignore_missing_imports = true
 
 [tool.ruff]
-select = ["C9", "E", "F", "I", "W"]
-ignore = ["B008"]
-per-file-ignores = { "__init__.py" = ["F401"] }
 exclude = [
     ".git",
     "__pycache__",
@@ -116,7 +111,14 @@ exclude = [
 ]
 line-length = 88
 
-[tool.ruff.mccabe]
+[tool.ruff.lint]
+select = ["C9", "E", "F", "I", "W"]
+ignore = ["B008"]
+
+[tool.ruff.lint.per-file-ignores]
+"__init__.py" = ["F401"]
+
+[tool.ruff.lint.mccabe]
 max-complexity = 10
 
 [tool.poetry-dynamic-versioning]
diff --git a/tests/api/test_model.py b/tests/api/test_model.py
index b3bb91f9..32e33241 100644
--- a/tests/api/test_model.py
+++ b/tests/api/test_model.py
@@ -5,7 +5,8 @@
 
 
 @api_platforms
-def test_index_model(test_mp):
+def test_index_model(test_mp, request):
+    test_mp = request.getfixturevalue(test_mp)
     table_endpoint = "iamc/models/?table=True"
     _, _ = create_iamc_query_test_data(test_mp)
 
diff --git a/tests/api/test_pagination.py b/tests/api/test_pagination.py
index c63c7143..bb7e1a8e 100644
--- a/tests/api/test_pagination.py
+++ b/tests/api/test_pagination.py
@@ -1,6 +1,7 @@
 import pytest
 
-from ..utils import gen_obj_nums, generated_api_platforms
+from ..conftest import gen_obj_nums
+from ..utils import generated_api_platforms
 
 
 @generated_api_platforms
@@ -30,7 +31,8 @@
         ),
     ],
 )
-def test_pagination(generated_mp, endpoint, filters, total):
+def test_pagination(generated_mp, endpoint, filters, total, request):
+    generated_mp = request.getfixturevalue(generated_mp)
     client = generated_mp.backend.client
     offset, limit = None, None
     while offset is None or offset + limit < total:
diff --git a/tests/api/test_region.py b/tests/api/test_region.py
index 7123389a..4f3e698c 100644
--- a/tests/api/test_region.py
+++ b/tests/api/test_region.py
@@ -5,7 +5,8 @@
 
 
 @api_platforms
-def test_index_region(test_mp):
+def test_index_region(test_mp, request):
+    test_mp = request.getfixturevalue(test_mp)
     table_endpoint = "iamc/regions/?table=True"
     test_triple, _ = create_iamc_query_test_data(test_mp)
 
diff --git a/tests/api/test_scenario.py b/tests/api/test_scenario.py
index 9b05a98d..58b28220 100644
--- a/tests/api/test_scenario.py
+++ b/tests/api/test_scenario.py
@@ -5,7 +5,8 @@
 
 
 @api_platforms
-def test_index_scenario(test_mp):
+def test_index_scenario(test_mp, request):
+    test_mp = request.getfixturevalue(test_mp)
     table_endpoint = "iamc/scenarios/?table=True"
     _, _ = create_iamc_query_test_data(test_mp)
 
diff --git a/tests/api/test_unit.py b/tests/api/test_unit.py
index 289c7331..7e4c7c2a 100644
--- a/tests/api/test_unit.py
+++ b/tests/api/test_unit.py
@@ -5,7 +5,8 @@
 
 
 @api_platforms
-def test_index_region(test_mp):
+def test_index_region(test_mp, request):
+    test_mp = request.getfixturevalue(test_mp)
     table_endpoint = "iamc/units/?table=True"
     _, test_triple = create_iamc_query_test_data(test_mp)
 
diff --git a/tests/conftest.py b/tests/conftest.py
index 2cd0a9ff..a87f0cc2 100644
--- a/tests/conftest.py
+++ b/tests/conftest.py
@@ -13,8 +13,6 @@
 from ixmp4.data.backend.db import PostgresTestBackend
 from ixmp4.data.generator import MockDataGenerator
 
-from .utils import gen_obj_nums
-
 TEST_DATA_BIG = None
 try:
     TEST_DATA_BIG = pd.read_csv("./tests/test-data/iamc-test-data_annual_big.csv")
@@ -26,6 +24,13 @@
 except FileNotFoundError:
     TEST_DATA_BIG = None  # skip benchmark tests
 
+SKIP_PGSQL_TESTS = False
+try:
+    mp = Platform(_backend=PostgresTestBackend())
+    mp.backend.close()
+except OperationalError:
+    SKIP_PGSQL_TESTS = True
+
 
 @pytest.fixture(scope="function")
 def test_data_big():
@@ -106,13 +111,7 @@ def test_sqlite_mp():
 
 @pytest.fixture
 def test_pgsql_mp():
-    try:
-        mp = Platform(_backend=PostgresTestBackend())
-    except OperationalError as e:
-        pytest.skip(
-            f"Cannot connect to PostgreSQL database service, skipping test: {e}"
-        )
-
+    mp = Platform(_backend=PostgresTestBackend())
     yield mp
     mp.backend.close()
 
@@ -135,14 +134,8 @@ def test_sqlite_mp_generated():
 
 
 @pytest.fixture(scope="module")
-def test_pgsql_mp_generated():
-    try:
-        mp = Platform(_backend=PostgresTestBackend())
-    except OperationalError as e:
-        pytest.skip(
-            f"Cannot connect to PostgreSQL database service, skipping test: {e}"
-        )
-
+def test_pgsql_mp_generated(request):
+    mp = Platform(_backend=PostgresTestBackend())
     generate_mock_data(mp)
     yield mp
     mp.backend.close()
@@ -158,6 +151,16 @@ def test_api_pgsql_mp_generated(test_pgsql_mp_generated):
     return Platform(_backend=RestTestBackend(test_pgsql_mp_generated.backend))
 
 
+gen_obj_nums = dict(
+    num_models=10,
+    num_runs=30,
+    num_regions=100,
+    num_variables=200,
+    num_units=50,
+    num_datapoints=10_000,
+)
+
+
 def generate_mock_data(mp):
     gen = MockDataGenerator(mp, **gen_obj_nums)
     gen.generate()
diff --git a/tests/core/test_iamc.py b/tests/core/test_iamc.py
index 5f1d2fd0..c5a6deef 100644
--- a/tests/core/test_iamc.py
+++ b/tests/core/test_iamc.py
@@ -7,12 +7,14 @@
 
 
 @all_platforms
-def test_run_annual_datapoints_raw(test_mp, test_data_annual):
+def test_run_annual_datapoints_raw(test_mp, test_data_annual, request):
+    test_mp = request.getfixturevalue(test_mp)
     do_run_datapoints(test_mp, test_data_annual, True, DataPoint.Type.ANNUAL)
 
 
 @all_platforms
-def test_run_annual_datapoints_iamc(test_mp, test_data_annual):
+def test_run_annual_datapoints_iamc(test_mp, test_data_annual, request):
+    test_mp = request.getfixturevalue(test_mp)
     # convert to test data to standard IAMC format
     df = test_data_annual.rename(columns={"step_year": "year"})
     do_run_datapoints(test_mp, df, False)
@@ -20,50 +22,62 @@ def test_run_annual_datapoints_iamc(test_mp, test_data_annual):
 
 @all_platforms
 @pytest.mark.parametrize("_type", (DataPoint.Type.CATEGORICAL, DataPoint.Type.DATETIME))
-def test_run_inconsistent_annual_raises(test_mp, test_data_annual, _type):
+def test_run_inconsistent_annual_raises(test_mp, test_data_annual, _type, request):
+    test_mp = request.getfixturevalue(test_mp)
     with pytest.raises(SchemaError):
         do_run_datapoints(test_mp, test_data_annual, True, _type)
 
 
 @all_platforms
-def test_run_categorical_datapoints_raw(test_mp, test_data_categorical):
+def test_run_categorical_datapoints_raw(test_mp, test_data_categorical, request):
+    test_mp = request.getfixturevalue(test_mp)
     do_run_datapoints(test_mp, test_data_categorical, True, DataPoint.Type.CATEGORICAL)
 
 
 @all_platforms
 @pytest.mark.parametrize("_type", (DataPoint.Type.ANNUAL, DataPoint.Type.DATETIME))
-def test_run_inconsistent_categorical_raises(test_mp, test_data_categorical, _type):
+def test_run_inconsistent_categorical_raises(
+    test_mp, test_data_categorical, _type, request
+):
+    test_mp = request.getfixturevalue(test_mp)
     with pytest.raises(SchemaError):
         do_run_datapoints(test_mp, test_data_categorical, True, _type)
 
 
 @all_platforms
-def test_run_datetime_datapoints_raw(test_mp, test_data_datetime):
+def test_run_datetime_datapoints_raw(test_mp, test_data_datetime, request):
+    test_mp = request.getfixturevalue(test_mp)
     do_run_datapoints(test_mp, test_data_datetime, True, DataPoint.Type.DATETIME)
 
 
 @all_platforms
 @pytest.mark.parametrize("_type", (DataPoint.Type.ANNUAL, DataPoint.Type.CATEGORICAL))
-def test_run_inconsistent_datetime_type_raises(test_mp, test_data_datetime, _type):
+def test_run_inconsistent_datetime_type_raises(
+    test_mp, test_data_datetime, _type, request
+):
+    test_mp = request.getfixturevalue(test_mp)
     with pytest.raises(SchemaError):
         do_run_datapoints(test_mp, test_data_datetime, True, _type)
 
 
 @all_platforms
-def test_unit_dimensionless_raw(test_mp, test_data_annual):
+def test_unit_dimensionless_raw(test_mp, test_data_annual, request):
+    test_mp = request.getfixturevalue(test_mp)
     test_data_annual.loc[0, "unit"] = ""
     do_run_datapoints(test_mp, test_data_annual, True, DataPoint.Type.ANNUAL)
 
 
 @all_platforms
-def test_unit_as_string_dimensionless_raises(test_mp, test_data_annual):
+def test_unit_as_string_dimensionless_raises(test_mp, test_data_annual, request):
+    test_mp = request.getfixturevalue(test_mp)
     test_data_annual.loc[0, "unit"] = "dimensionless"
     with pytest.raises(ValueError, match="Unit name 'dimensionless' is reserved,"):
         do_run_datapoints(test_mp, test_data_annual, DataPoint.Type.ANNUAL)
 
 
 @all_platforms
-def test_run_tabulate_with_filter_raw(test_mp, test_data_annual):
+def test_run_tabulate_with_filter_raw(test_mp, test_data_annual, request):
+    test_mp = request.getfixturevalue(test_mp)
     # Filter run directly
     add_regions(test_mp, test_data_annual["region"].unique())
     add_units(test_mp, test_data_annual["unit"].unique())
diff --git a/tests/core/test_indexset.py b/tests/core/test_indexset.py
index fab4f3ca..46aabbed 100644
--- a/tests/core/test_indexset.py
+++ b/tests/core/test_indexset.py
@@ -35,7 +35,8 @@ def df_from_list(indexsets: list):
 
 @all_platforms
 class TestCoreIndexSet:
-    def test_create_indexset(self, test_mp):
+    def test_create_indexset(self, test_mp, request):
+        test_mp = request.getfixturevalue(test_mp)
         run = test_mp.runs.create("Model", "Scenario")
         indexset_1 = run.optimization.indexsets.create("IndexSet 1")
         assert indexset_1.id == 1
@@ -47,7 +48,8 @@ def test_create_indexset(self, test_mp):
         with pytest.raises(IndexSet.NotUnique):
             _ = run.optimization.indexsets.create("IndexSet 1")
 
-    def test_get_indexset(self, test_mp):
+    def test_get_indexset(self, test_mp, request):
+        test_mp = request.getfixturevalue(test_mp)
         run = test_mp.runs.create("Model", "Scenario")
         _ = run.optimization.indexsets.create("IndexSet 1")
         indexset = run.optimization.indexsets.get("IndexSet 1")
@@ -57,7 +59,8 @@ def test_get_indexset(self, test_mp):
         with pytest.raises(IndexSet.NotFound):
             _ = run.optimization.indexsets.get("Foo")
 
-    def test_add_elements(self, test_mp):
+    def test_add_elements(self, test_mp, request):
+        test_mp = request.getfixturevalue(test_mp)
         run = test_mp.runs.create("Model", "Scenario")
         test_elements = ["foo", "bar"]
         indexset_1 = run.optimization.indexsets.create("IndexSet 1")
@@ -79,7 +82,8 @@ def test_add_elements(self, test_mp):
         assert indexset_3.elements != indexset_4.elements
         assert len(indexset_3.elements) == len(indexset_4.elements)
 
-    def test_list_indexsets(self, test_mp):
+    def test_list_indexsets(self, test_mp, request):
+        test_mp = request.getfixturevalue(test_mp)
         run = test_mp.runs.create("Model", "Scenario")
         # Per default, list() lists only `default` version runs:
         run.set_as_default()
@@ -97,7 +101,8 @@ def test_list_indexsets(self, test_mp):
         ]
         assert not (set(expected_id) ^ set(list_id))
 
-    def test_tabulate_indexsets(self, test_mp):
+    def test_tabulate_indexsets(self, test_mp, request):
+        test_mp = request.getfixturevalue(test_mp)
         run = test_mp.runs.create("Model", "Scenario")
         # Per default, tabulate() lists only `default` version runs:
         run.set_as_default()
@@ -113,7 +118,8 @@ def test_tabulate_indexsets(self, test_mp):
         result = run.optimization.indexsets.tabulate(name="Indexset 2")
         pdt.assert_frame_equal(expected, result)
 
-    def test_indexset_docs(self, test_mp):
+    def test_indexset_docs(self, test_mp, request):
+        test_mp = request.getfixturevalue(test_mp)
         run = test_mp.runs.create("Model", "Scenario")
         indexset_1 = run.optimization.indexsets.create("IndexSet 1")
         docs = "Documentation of IndexSet 1"
diff --git a/tests/core/test_meta.py b/tests/core/test_meta.py
index e1a157af..d88e63a6 100644
--- a/tests/core/test_meta.py
+++ b/tests/core/test_meta.py
@@ -9,7 +9,8 @@
 
 
 @all_platforms
-def test_run_meta(test_mp):
+def test_run_meta(test_mp, request):
+    test_mp = request.getfixturevalue(test_mp)
     run1 = test_mp.runs.create("Model 1", "Scenario 1")
     run1.set_as_default()
 
@@ -110,8 +111,9 @@ def test_run_meta(test_mp):
         (np.float64(1.9), 1.9, np.float64(13.9), 13.9),
     ],
 )
-def test_run_meta_numpy(test_mp, npvalue1, pyvalue1, npvalue2, pyvalue2):
+def test_run_meta_numpy(test_mp, npvalue1, pyvalue1, npvalue2, pyvalue2, request):
     """Test that numpy types are cast to simple types"""
+    test_mp = request.getfixturevalue(test_mp)
     run1 = test_mp.runs.create("Model", "Scenario")
     run1.set_as_default()
 
@@ -134,8 +136,9 @@ def test_run_meta_numpy(test_mp, npvalue1, pyvalue1, npvalue2, pyvalue2):
 
 @all_platforms
 @pytest.mark.parametrize("nonevalue", (None, np.nan))
-def test_run_meta_none(test_mp, nonevalue):
+def test_run_meta_none(test_mp, nonevalue, request):
     """Test that None-values are handled correctly"""
+    test_mp = request.getfixturevalue(test_mp)
     run1 = test_mp.runs.create("Model", "Scenario")
     run1.set_as_default()
 
@@ -156,7 +159,8 @@ def test_run_meta_none(test_mp, nonevalue):
 
 
 @all_platforms
-def test_platform_meta_empty(test_mp):
+def test_platform_meta_empty(test_mp, request):
     """Test that an empty dataframe is returned if there are no scenarios"""
+    test_mp = request.getfixturevalue(test_mp)
     exp = pd.DataFrame([], columns=["model", "scenario", "version", "key", "value"])
     pdt.assert_frame_equal(test_mp.meta.tabulate(), exp)
diff --git a/tests/core/test_model.py b/tests/core/test_model.py
index d211c022..4ba81ffb 100644
--- a/tests/core/test_model.py
+++ b/tests/core/test_model.py
@@ -21,19 +21,22 @@ def df_from_list(models):
 
 @all_platforms
 class TestCoreModel:
-    def test_retrieve_model(self, test_mp):
+    def test_retrieve_model(self, test_mp, request):
+        test_mp = request.getfixturevalue(test_mp)
         model1 = test_mp.models.create("Model")
         model2 = test_mp.models.get("Model")
 
         assert model1.id == model2.id
 
-    def test_model_unqiue(self, test_mp):
+    def test_model_unqiue(self, test_mp, request):
+        test_mp = request.getfixturevalue(test_mp)
         test_mp.models.create("Model")
 
         with pytest.raises(Model.NotUnique):
             test_mp.models.create("Model")
 
-    def test_list_model(self, test_mp):
+    def test_list_model(self, test_mp, request):
+        test_mp = request.getfixturevalue(test_mp)
         models = create_testcase_models(test_mp)
         model, _ = models
 
@@ -45,7 +48,8 @@ def test_list_model(self, test_mp):
         b = [m.id for m in test_mp.models.list(name="Model")]
         assert not (set(a) ^ set(b))
 
-    def test_tabulate_model(self, test_mp):
+    def test_tabulate_model(self, test_mp, request):
+        test_mp = request.getfixturevalue(test_mp)
         models = create_testcase_models(test_mp)
         model, _ = models
 
@@ -57,7 +61,8 @@ def test_tabulate_model(self, test_mp):
         b = test_mp.models.tabulate(name="Model")
         assert_unordered_equality(a, b, check_dtype=False)
 
-    def test_retrieve_docs(self, test_mp):
+    def test_retrieve_docs(self, test_mp, request):
+        test_mp = request.getfixturevalue(test_mp)
         test_mp.models.create("Model")
         docs_model1 = test_mp.models.set_docs("Model", "Description of test Model")
         docs_model2 = test_mp.models.get_docs("Model")
@@ -71,7 +76,8 @@ def test_retrieve_docs(self, test_mp):
 
         assert test_mp.models.get_docs("Model2") == model2.docs
 
-    def test_delete_docs(self, test_mp):
+    def test_delete_docs(self, test_mp, request):
+        test_mp = request.getfixturevalue(test_mp)
         model = test_mp.models.create("Model")
         model.docs = "Description of test Model"
         model.docs = None
diff --git a/tests/core/test_region.py b/tests/core/test_region.py
index 91a52a48..abb27619 100644
--- a/tests/core/test_region.py
+++ b/tests/core/test_region.py
@@ -21,7 +21,8 @@ def df_from_list(regions):
 
 @all_platforms
 class TestCoreRegion:
-    def test_delete_region(self, test_mp, test_data_annual):
+    def test_delete_region(self, test_mp, test_data_annual, request):
+        test_mp = request.getfixturevalue(test_mp)
         reg1 = test_mp.regions.create("Test 1", hierarchy="default")
         reg2 = test_mp.regions.create("Test 2", hierarchy="default")
         reg3 = test_mp.regions.create("Test 3", hierarchy="default")
@@ -44,7 +45,8 @@ def test_delete_region(self, test_mp, test_data_annual):
         with pytest.raises(Region.DeletionPrevented):
             test_mp.regions.delete("World")
 
-    def test_region_has_hierarchy(self, test_mp):
+    def test_region_has_hierarchy(self, test_mp, request):
+        test_mp = request.getfixturevalue(test_mp)
         with pytest.raises(TypeError):
             test_mp.regions.create("Test")
 
@@ -53,7 +55,8 @@ def test_region_has_hierarchy(self, test_mp):
 
         assert reg1.id == reg2.id
 
-    def test_get_region(self, test_mp):
+    def test_get_region(self, test_mp, request):
+        test_mp = request.getfixturevalue(test_mp)
         reg1 = test_mp.regions.create("Test", hierarchy="default")
         reg2 = test_mp.regions.get("Test")
 
@@ -62,13 +65,15 @@ def test_get_region(self, test_mp):
         with pytest.raises(Region.NotFound):
             test_mp.regions.get("Does not exist")
 
-    def test_region_unique(self, test_mp):
+    def test_region_unique(self, test_mp, request):
+        test_mp = request.getfixturevalue(test_mp)
         test_mp.regions.create("Test", hierarchy="default")
 
         with pytest.raises(Region.NotUnique):
             test_mp.regions.create("Test", hierarchy="other")
 
-    def test_region_unknown(self, test_mp, test_data_annual):
+    def test_region_unknown(self, test_mp, test_data_annual, request):
+        test_mp = request.getfixturevalue(test_mp)
         add_regions(test_mp, test_data_annual["region"].unique())
         add_units(test_mp, test_data_annual["unit"].unique())
 
@@ -78,7 +83,8 @@ def test_region_unknown(self, test_mp, test_data_annual):
         with pytest.raises(Region.NotFound):
             run.iamc.add(test_data_annual, type=DataPoint.Type.ANNUAL)
 
-    def test_list_region(self, test_mp):
+    def test_list_region(self, test_mp, request):
+        test_mp = request.getfixturevalue(test_mp)
         regions = create_testcase_regions(test_mp)
         reg, other = regions
 
@@ -90,7 +96,8 @@ def test_list_region(self, test_mp):
         b = [r.id for r in test_mp.regions.list(hierarchy="other")]
         assert not (set(a) ^ set(b))
 
-    def test_tabulate_region(self, test_mp):
+    def test_tabulate_region(self, test_mp, request):
+        test_mp = request.getfixturevalue(test_mp)
         regions = create_testcase_regions(test_mp)
         _, other = regions
 
@@ -102,7 +109,8 @@ def test_tabulate_region(self, test_mp):
         b = test_mp.regions.tabulate(hierarchy="other")
         assert_unordered_equality(a, b, check_dtype=False)
 
-    def test_retrieve_docs(self, test_mp):
+    def test_retrieve_docs(self, test_mp, request):
+        test_mp = request.getfixturevalue(test_mp)
         test_mp.regions.create("Region", "Hierarchy")
         docs_region1 = test_mp.regions.set_docs("Region", "Description of test Region")
         docs_region2 = test_mp.regions.get_docs("Region")
@@ -117,7 +125,8 @@ def test_retrieve_docs(self, test_mp):
 
         assert test_mp.regions.get_docs("Region2") == region2.docs
 
-    def test_delete_docs(self, test_mp):
+    def test_delete_docs(self, test_mp, request):
+        test_mp = request.getfixturevalue(test_mp)
         region = test_mp.regions.create("Region", "Hierarchy")
         region.docs = "Description of test region"
         region.docs = None
diff --git a/tests/core/test_run.py b/tests/core/test_run.py
index b79d5e85..15db84e8 100644
--- a/tests/core/test_run.py
+++ b/tests/core/test_run.py
@@ -20,12 +20,14 @@ def _expected_runs_table(*row_default):
 
 @all_platforms
 class TestCoreRun:
-    def test_run_notfound(self, test_mp):
+    def test_run_notfound(self, test_mp, request):
+        test_mp = request.getfixturevalue(test_mp)
         # no Run with that model and scenario name exists
         with pytest.raises(Run.NotFound):
             _ = test_mp.runs.get("Unknown Model", "Unknown Scenario", version=1)
 
-    def test_run_versions(self, test_mp):
+    def test_run_versions(self, test_mp, request):
+        test_mp = request.getfixturevalue(test_mp)
         run1 = test_mp.runs.create("Model", "Scenario")
         run2 = test_mp.runs.create("Model", "Scenario")
 
diff --git a/tests/core/test_scalar.py b/tests/core/test_scalar.py
index fc70bea4..430b57d2 100644
--- a/tests/core/test_scalar.py
+++ b/tests/core/test_scalar.py
@@ -34,7 +34,8 @@ def df_from_list(scalars: list):
 
 @all_platforms
 class TestCoreScalar:
-    def test_create_scalar(self, test_mp):
+    def test_create_scalar(self, test_mp, request):
+        test_mp = request.getfixturevalue(test_mp)
         run = test_mp.runs.create("Model", "Scenario")
         unit = test_mp.units.create("Test Unit")
         scalar_1 = run.optimization.scalars.create(
@@ -61,7 +62,8 @@ def test_create_scalar(self, test_mp):
         scalar_3 = run.optimization.scalars.create("Scalar 3", value=1)
         assert scalar_3.unit.name == "dimensionless"
 
-    def test_get_scalar(self, test_mp):
+    def test_get_scalar(self, test_mp, request):
+        test_mp = request.getfixturevalue(test_mp)
         run = test_mp.runs.create("Model", "Scenario")
         unit = test_mp.units.create("Test Unit")
         scalar = run.optimization.scalars.create("Scalar", value=10, unit=unit.name)
@@ -74,7 +76,8 @@ def test_get_scalar(self, test_mp):
         with pytest.raises(Scalar.NotFound):
             _ = run.optimization.scalars.get("Foo")
 
-    def test_update_scalar(self, test_mp):
+    def test_update_scalar(self, test_mp, request):
+        test_mp = request.getfixturevalue(test_mp)
         run = test_mp.runs.create("Model", "Scenario")
         unit = test_mp.units.create("Test Unit")
         unit2 = test_mp.units.create("Test Unit 2")
@@ -96,7 +99,8 @@ def test_update_scalar(self, test_mp):
         assert scalar.value == result.value == 30
         assert scalar.unit.id == result.unit.id == 1
 
-    def test_list_scalars(self, test_mp):
+    def test_list_scalars(self, test_mp, request):
+        test_mp = request.getfixturevalue(test_mp)
         run = test_mp.runs.create("Model", "Scenario")
         # Per default, list() lists only `default` version runs:
         run.set_as_default()
@@ -116,7 +120,8 @@ def test_list_scalars(self, test_mp):
         ]
         assert not (set(expected_id) ^ set(list_id))
 
-    def test_tabulate_scalars(self, test_mp):
+    def test_tabulate_scalars(self, test_mp, request):
+        test_mp = request.getfixturevalue(test_mp)
         run = test_mp.runs.create("Model", "Scenario")
         # Per default, tabulate() lists only `default` version runs:
         run.set_as_default()
@@ -131,7 +136,8 @@ def test_tabulate_scalars(self, test_mp):
         result = run.optimization.scalars.tabulate(name="Scalar 2")
         assert_unordered_equality(expected, result, check_dtype=False)
 
-    def test_scalar_docs(self, test_mp):
+    def test_scalar_docs(self, test_mp, request):
+        test_mp = request.getfixturevalue(test_mp)
         run = test_mp.runs.create("Model", "Scenario")
         unit = test_mp.units.create("Test Unit")
         scalar = run.optimization.scalars.create("Scalar 1", value=4, unit=unit.name)
diff --git a/tests/core/test_scenario.py b/tests/core/test_scenario.py
index bb06b9fb..b2151960 100644
--- a/tests/core/test_scenario.py
+++ b/tests/core/test_scenario.py
@@ -21,19 +21,22 @@ def df_from_list(scenarios):
 
 @all_platforms
 class TestCoreScenario:
-    def test_retrieve_scenario(self, test_mp):
+    def test_retrieve_scenario(self, test_mp, request):
+        test_mp = request.getfixturevalue(test_mp)
         scenario1 = test_mp.scenarios.create("Scenario")
         scenario2 = test_mp.scenarios.get("Scenario")
 
         assert scenario1.id == scenario2.id
 
-    def test_scenario_unqiue(self, test_mp):
+    def test_scenario_unqiue(self, test_mp, request):
+        test_mp = request.getfixturevalue(test_mp)
         test_mp.scenarios.create("Scenario")
 
         with pytest.raises(Scenario.NotUnique):
             test_mp.scenarios.create("Scenario")
 
-    def test_list_scenario(self, test_mp):
+    def test_list_scenario(self, test_mp, request):
+        test_mp = request.getfixturevalue(test_mp)
         scenarios = create_testcase_scenarios(test_mp)
         scenario, _ = scenarios
 
@@ -45,7 +48,8 @@ def test_list_scenario(self, test_mp):
         b = [s.id for s in test_mp.scenarios.list(name="Scenario")]
         assert not (set(a) ^ set(b))
 
-    def test_tabulate_scenario(self, test_mp):
+    def test_tabulate_scenario(self, test_mp, request):
+        test_mp = request.getfixturevalue(test_mp)
         scenarios = create_testcase_scenarios(test_mp)
         scenario, _ = scenarios
 
@@ -57,7 +61,8 @@ def test_tabulate_scenario(self, test_mp):
         b = test_mp.scenarios.tabulate(name="Scenario")
         assert_unordered_equality(a, b, check_dtype=False)
 
-    def test_retrieve_docs(self, test_mp):
+    def test_retrieve_docs(self, test_mp, request):
+        test_mp = request.getfixturevalue(test_mp)
         test_mp.scenarios.create("Scenario")
         docs_scenario1 = test_mp.scenarios.set_docs(
             "Scenario", "Description of test Scenario"
@@ -74,7 +79,8 @@ def test_retrieve_docs(self, test_mp):
 
         assert test_mp.scenarios.get_docs("Scenario2") == scenario2.docs
 
-    def test_delete_docs(self, test_mp):
+    def test_delete_docs(self, test_mp, request):
+        test_mp = request.getfixturevalue(test_mp)
         scenario = test_mp.scenarios.create("Scenario")
         scenario.docs = "Description of test Scenario"
         scenario.docs = None
diff --git a/tests/core/test_unit.py b/tests/core/test_unit.py
index 302121c2..2515923f 100644
--- a/tests/core/test_unit.py
+++ b/tests/core/test_unit.py
@@ -22,7 +22,8 @@ def df_from_list(units):
 
 @all_platforms
 class TestCoreUnit:
-    def test_delete_unit(self, test_mp, test_data_annual):
+    def test_delete_unit(self, test_mp, test_data_annual, request):
+        test_mp = request.getfixturevalue(test_mp)
         unit1 = test_mp.units.create("Test 1")
         unit2 = test_mp.units.create("Test 2")
         unit3 = test_mp.units.create("Test 3")
@@ -45,25 +46,29 @@ def test_delete_unit(self, test_mp, test_data_annual):
         with pytest.raises(Unit.DeletionPrevented):
             test_mp.units.delete("EJ/yr")
 
-    def test_retrieve_unit(self, test_mp):
+    def test_retrieve_unit(self, test_mp, request):
+        test_mp = request.getfixturevalue(test_mp)
         unit1 = test_mp.units.create("Test")
         unit2 = test_mp.units.get("Test")
 
         assert unit1.id == unit2.id
 
-    def test_unit_unqiue(self, test_mp):
+    def test_unit_unqiue(self, test_mp, request):
+        test_mp = request.getfixturevalue(test_mp)
         test_mp.units.create("Test")
 
         with pytest.raises(Unit.NotUnique):
             test_mp.units.create("Test")
 
-    def test_unit_dimensionless(self, test_mp):
+    def test_unit_dimensionless(self, test_mp, request):
+        test_mp = request.getfixturevalue(test_mp)
         unit1 = test_mp.units.create("")
         unit2 = test_mp.units.get("")
 
         assert unit1.id == unit2.id
 
-    def test_unit_illegal_names(self, test_mp):
+    def test_unit_illegal_names(self, test_mp, request):
+        test_mp = request.getfixturevalue(test_mp)
         with pytest.raises(ValueError, match="Unit name 'dimensionless' is reserved,"):
             test_mp.units.create("dimensionless")
 
@@ -72,7 +77,8 @@ def test_unit_illegal_names(self, test_mp):
         ):
             test_mp.units.create("   ")
 
-    def test_unit_unknown(self, test_mp, test_data_annual):
+    def test_unit_unknown(self, test_mp, test_data_annual, request):
+        test_mp = request.getfixturevalue(test_mp)
         add_regions(test_mp, test_data_annual["region"].unique())
         add_units(test_mp, test_data_annual["unit"].unique())
 
@@ -82,7 +88,8 @@ def test_unit_unknown(self, test_mp, test_data_annual):
         with pytest.raises(Unit.NotFound):
             run.iamc.add(test_data_annual, type=DataPoint.Type.ANNUAL)
 
-    def test_list_unit(self, test_mp):
+    def test_list_unit(self, test_mp, request):
+        test_mp = request.getfixturevalue(test_mp)
         units = create_testcase_units(test_mp)
         unit, _ = units
 
@@ -94,7 +101,8 @@ def test_list_unit(self, test_mp):
         b = [u.id for u in test_mp.units.list(name="Test")]
         assert not (set(a) ^ set(b))
 
-    def test_tabulate_unit(self, test_mp):
+    def test_tabulate_unit(self, test_mp, request):
+        test_mp = request.getfixturevalue(test_mp)
         units = create_testcase_units(test_mp)
         unit, _ = units
 
@@ -106,7 +114,8 @@ def test_tabulate_unit(self, test_mp):
         b = test_mp.units.tabulate(name="Test")
         assert_unordered_equality(a, b, check_dtype=False)
 
-    def test_retrieve_docs(self, test_mp):
+    def test_retrieve_docs(self, test_mp, request):
+        test_mp = request.getfixturevalue(test_mp)
         test_mp.units.create("Unit")
         docs_unit1 = test_mp.units.set_docs("Unit", "Description of test Unit")
         docs_unit2 = test_mp.units.get_docs("Unit")
@@ -121,7 +130,8 @@ def test_retrieve_docs(self, test_mp):
 
         assert test_mp.units.get_docs("Unit2") == unit2.docs
 
-    def test_delete_docs(self, test_mp):
+    def test_delete_docs(self, test_mp, request):
+        test_mp = request.getfixturevalue(test_mp)
         unit = test_mp.units.create("Unit")
         unit.docs = "Description of test Unit"
         unit.docs = None
diff --git a/tests/core/test_variable.py b/tests/core/test_variable.py
index cc9f95c9..56eee36d 100644
--- a/tests/core/test_variable.py
+++ b/tests/core/test_variable.py
@@ -39,7 +39,8 @@ def df_from_list(iamc_variables):
 
 @all_platforms
 class TestCoreVariable:
-    def test_retrieve_iamc_variable(self, test_mp):
+    def test_retrieve_iamc_variable(self, test_mp, request):
+        test_mp = request.getfixturevalue(test_mp)
         iamc_variable1 = test_mp.iamc.variables.create("IAMC Variable")
         test_mp.regions.create("Region", "default")
         test_mp.units.create("Unit")
@@ -58,13 +59,15 @@ def test_retrieve_iamc_variable(self, test_mp):
 
         assert iamc_variable1.id == iamc_variable2.id
 
-    def test_iamc_variable_unqiue(self, test_mp):
+    def test_iamc_variable_unqiue(self, test_mp, request):
+        test_mp = request.getfixturevalue(test_mp)
         test_mp.iamc.variables.create("IAMC Variable")
 
         with pytest.raises(Variable.NotUnique):
             test_mp.iamc.variables.create("IAMC Variable")
 
-    def test_list_iamc_variable(self, test_mp):
+    def test_list_iamc_variable(self, test_mp, request):
+        test_mp = request.getfixturevalue(test_mp)
         iamc_variables = create_testcase_iamc_variables(test_mp)
         iamc_variable, _ = iamc_variables
 
@@ -76,7 +79,8 @@ def test_list_iamc_variable(self, test_mp):
         b = [v.id for v in test_mp.iamc.variables.list(name="IAMC Variable")]
         assert not (set(a) ^ set(b))
 
-    def test_tabulate_iamc_variable(self, test_mp):
+    def test_tabulate_iamc_variable(self, test_mp, request):
+        test_mp = request.getfixturevalue(test_mp)
         iamc_variables = create_testcase_iamc_variables(test_mp)
         iamc_variable, _ = iamc_variables
 
@@ -88,7 +92,8 @@ def test_tabulate_iamc_variable(self, test_mp):
         b = test_mp.iamc.variables.tabulate(name="IAMC Variable")
         assert_unordered_equality(a, b, check_dtype=False)
 
-    def test_retrieve_docs(self, test_mp):
+    def test_retrieve_docs(self, test_mp, request):
+        test_mp = request.getfixturevalue(test_mp)
         _, iamc_variable2 = create_testcase_iamc_variables(test_mp)
         docs_iamc_variable1 = test_mp.iamc.variables.set_docs(
             "IAMC Variable", "Description of test IAMC Variable"
@@ -103,7 +108,8 @@ def test_retrieve_docs(self, test_mp):
 
         assert test_mp.iamc.variables.get_docs("IAMC Variable 2") == iamc_variable2.docs
 
-    def test_delete_docs(self, test_mp):
+    def test_delete_docs(self, test_mp, request):
+        test_mp = request.getfixturevalue(test_mp)
         iamc_variable, _ = create_testcase_iamc_variables(test_mp)
         iamc_variable.docs = "Description of test IAMC Variable"
         iamc_variable.docs = None
diff --git a/tests/data/test_docs.py b/tests/data/test_docs.py
index 8450583c..12f19021 100644
--- a/tests/data/test_docs.py
+++ b/tests/data/test_docs.py
@@ -7,14 +7,16 @@
 
 @all_platforms
 class TestDataDocs:
-    def test_get_and_set_modeldocs(self, test_mp):
+    def test_get_and_set_modeldocs(self, test_mp, request):
+        test_mp = request.getfixturevalue(test_mp)
         model = test_mp.backend.models.create("Model")
 
         docs_model = test_mp.backend.models.docs.set(model.id, "Description of Model")
         docs_model1 = test_mp.backend.models.docs.get(model.id)
         assert docs_model == docs_model1
 
-    def test_change_empty_modeldocs(self, test_mp):
+    def test_change_empty_modeldocs(self, test_mp, request):
+        test_mp = request.getfixturevalue(test_mp)
         model = test_mp.backend.models.create("Model")
 
         with pytest.raises(Docs.NotFound):
@@ -32,7 +34,8 @@ def test_change_empty_modeldocs(self, test_mp):
 
         assert test_mp.backend.models.docs.get(model.id) == docs_model2
 
-    def test_delete_modeldocs(self, test_mp):
+    def test_delete_modeldocs(self, test_mp, request):
+        test_mp = request.getfixturevalue(test_mp)
         model = test_mp.backend.models.create("Model")
         docs_model = test_mp.backend.models.docs.set(
             model.id, "Description of test Model"
@@ -45,7 +48,8 @@ def test_delete_modeldocs(self, test_mp):
         with pytest.raises(Docs.NotFound):
             test_mp.backend.models.docs.get(model.id)
 
-    def test_get_and_set_regiondocs(self, test_mp):
+    def test_get_and_set_regiondocs(self, test_mp, request):
+        test_mp = request.getfixturevalue(test_mp)
         region = test_mp.backend.regions.create("Region", "Hierarchy")
         docs_region = test_mp.backend.regions.docs.set(
             region.id, "Description of test Region"
@@ -54,7 +58,8 @@ def test_get_and_set_regiondocs(self, test_mp):
 
         assert docs_region == docs_region1
 
-    def test_change_empty_regiondocs(self, test_mp):
+    def test_change_empty_regiondocs(self, test_mp, request):
+        test_mp = request.getfixturevalue(test_mp)
         region = test_mp.backend.regions.create("Region", "Hierarchy")
 
         with pytest.raises(Docs.NotFound):
@@ -72,7 +77,8 @@ def test_change_empty_regiondocs(self, test_mp):
 
         assert test_mp.backend.regions.docs.get(region.id) == docs_region2
 
-    def test_delete_regiondocs(self, test_mp):
+    def test_delete_regiondocs(self, test_mp, request):
+        test_mp = request.getfixturevalue(test_mp)
         region = test_mp.backend.regions.create("Region", "Hierarchy")
         docs_region = test_mp.backend.regions.docs.set(
             region.id, "Description of test region"
@@ -85,7 +91,8 @@ def test_delete_regiondocs(self, test_mp):
         with pytest.raises(Docs.NotFound):
             test_mp.backend.regions.docs.get(region.id)
 
-    def test_get_and_set_scenariodocs(self, test_mp):
+    def test_get_and_set_scenariodocs(self, test_mp, request):
+        test_mp = request.getfixturevalue(test_mp)
         scenario = test_mp.backend.scenarios.create("Scenario")
         docs_scenario = test_mp.backend.scenarios.docs.set(
             scenario.id, "Description of Scenario"
@@ -93,7 +100,8 @@ def test_get_and_set_scenariodocs(self, test_mp):
         docs_scenario1 = test_mp.backend.scenarios.docs.get(scenario.id)
         assert docs_scenario == docs_scenario1
 
-    def test_change_empty_scenariodocs(self, test_mp):
+    def test_change_empty_scenariodocs(self, test_mp, request):
+        test_mp = request.getfixturevalue(test_mp)
         scenario = test_mp.backend.scenarios.create("Scenario")
 
         with pytest.raises(Docs.NotFound):
@@ -111,7 +119,8 @@ def test_change_empty_scenariodocs(self, test_mp):
 
         assert test_mp.backend.scenarios.docs.get(scenario.id) == docs_scenario2
 
-    def test_delete_scenariodocs(self, test_mp):
+    def test_delete_scenariodocs(self, test_mp, request):
+        test_mp = request.getfixturevalue(test_mp)
         scenario = test_mp.backend.scenarios.create("Scenario")
         docs_scenario = test_mp.backend.scenarios.docs.set(
             scenario.id, "Description of test Scenario"
@@ -124,14 +133,16 @@ def test_delete_scenariodocs(self, test_mp):
         with pytest.raises(Docs.NotFound):
             test_mp.backend.scenarios.docs.get(scenario.id)
 
-    def test_get_and_set_unitdocs(self, test_mp):
+    def test_get_and_set_unitdocs(self, test_mp, request):
+        test_mp = request.getfixturevalue(test_mp)
         unit = test_mp.backend.units.create("Unit")
         docs_unit = test_mp.backend.units.docs.set(unit.id, "Description of test Unit")
         docs_unit1 = test_mp.backend.units.docs.get(unit.id)
 
         assert docs_unit == docs_unit1
 
-    def test_change_empty_unitdocs(self, test_mp):
+    def test_change_empty_unitdocs(self, test_mp, request):
+        test_mp = request.getfixturevalue(test_mp)
         unit = test_mp.backend.units.create("Unit")
 
         with pytest.raises(Docs.NotFound):
@@ -147,7 +158,8 @@ def test_change_empty_unitdocs(self, test_mp):
 
         assert test_mp.backend.units.docs.get(unit.id) == docs_unit2
 
-    def test_delete_unitdocs(self, test_mp):
+    def test_delete_unitdocs(self, test_mp, request):
+        test_mp = request.getfixturevalue(test_mp)
         unit = test_mp.backend.units.create("Unit")
         docs_unit = test_mp.backend.units.docs.set(unit.id, "Description of test Unit")
 
@@ -158,7 +170,8 @@ def test_delete_unitdocs(self, test_mp):
         with pytest.raises(Docs.NotFound):
             test_mp.backend.units.docs.get(unit.id)
 
-    def test_get_and_set_variabledocs(self, test_mp):
+    def test_get_and_set_variabledocs(self, test_mp, request):
+        test_mp = request.getfixturevalue(test_mp)
         variable = test_mp.backend.iamc.variables.create("Variable")
         docs_variable = test_mp.backend.iamc.variables.docs.set(
             variable.id, "Description of test Variable"
@@ -167,7 +180,8 @@ def test_get_and_set_variabledocs(self, test_mp):
 
         assert docs_variable == docs_variables1
 
-    def test_change_empty_variabledocs(self, test_mp):
+    def test_change_empty_variabledocs(self, test_mp, request):
+        test_mp = request.getfixturevalue(test_mp)
         variable = test_mp.backend.iamc.variables.create("Variable")
 
         with pytest.raises(Docs.NotFound):
@@ -185,7 +199,8 @@ def test_change_empty_variabledocs(self, test_mp):
 
         assert test_mp.backend.iamc.variables.docs.get(variable.id) == docs_variable2
 
-    def test_delete_variabledocs(self, test_mp):
+    def test_delete_variabledocs(self, test_mp, request):
+        test_mp = request.getfixturevalue(test_mp)
         variable = test_mp.backend.iamc.variables.create("Variable")
         docs_variable = test_mp.backend.iamc.variables.docs.set(
             variable.id, "Description of test Variable"
@@ -198,7 +213,8 @@ def test_delete_variabledocs(self, test_mp):
         with pytest.raises(Docs.NotFound):
             test_mp.backend.iamc.variables.docs.get(variable.id)
 
-    def test_get_and_set_indexsetdocs(self, test_mp):
+    def test_get_and_set_indexsetdocs(self, test_mp, request):
+        test_mp = request.getfixturevalue(test_mp)
         run = test_mp.backend.runs.create("Model", "Scenario")
         indexset = test_mp.backend.optimization.indexsets.create(
             run_id=run.id, name="IndexSet"
@@ -210,7 +226,8 @@ def test_get_and_set_indexsetdocs(self, test_mp):
 
         assert docs_indexset == docs_indexset1
 
-    def test_change_empty_indexsetdocs(self, test_mp):
+    def test_change_empty_indexsetdocs(self, test_mp, request):
+        test_mp = request.getfixturevalue(test_mp)
         run = test_mp.backend.runs.create("Model", "Scenario")
         indexset = test_mp.backend.optimization.indexsets.create(
             run_id=run.id, name="IndexSet"
@@ -237,7 +254,8 @@ def test_change_empty_indexsetdocs(self, test_mp):
             == docs_indexset2
         )
 
-    def test_delete_indexsetdocs(self, test_mp):
+    def test_delete_indexsetdocs(self, test_mp, request):
+        test_mp = request.getfixturevalue(test_mp)
         run = test_mp.backend.runs.create("Model", "Scenario")
         indexset = test_mp.backend.optimization.indexsets.create(
             run_id=run.id, name="IndexSet"
@@ -256,7 +274,8 @@ def test_delete_indexsetdocs(self, test_mp):
         with pytest.raises(Docs.NotFound):
             test_mp.backend.optimization.indexsets.docs.get(indexset.id)
 
-    def test_get_and_set_scalardocs(self, test_mp):
+    def test_get_and_set_scalardocs(self, test_mp, request):
+        test_mp = request.getfixturevalue(test_mp)
         run = test_mp.backend.runs.create("Model", "Scenario")
         unit = test_mp.backend.units.create("Unit")
         scalar = test_mp.backend.optimization.scalars.create(
@@ -269,7 +288,8 @@ def test_get_and_set_scalardocs(self, test_mp):
 
         assert docs_scalar == docs_scalar1
 
-    def test_change_empty_scalardocs(self, test_mp):
+    def test_change_empty_scalardocs(self, test_mp, request):
+        test_mp = request.getfixturevalue(test_mp)
         run = test_mp.backend.runs.create("Model", "Scenario")
         unit = test_mp.backend.units.create("Unit")
         scalar = test_mp.backend.optimization.scalars.create(
@@ -291,7 +311,8 @@ def test_change_empty_scalardocs(self, test_mp):
 
         assert test_mp.backend.optimization.scalars.docs.get(scalar.id) == docs_scalar2
 
-    def test_delete_scalardocs(self, test_mp):
+    def test_delete_scalardocs(self, test_mp, request):
+        test_mp = request.getfixturevalue(test_mp)
         run = test_mp.backend.runs.create("Model", "Scenario")
         unit = test_mp.backend.units.create("Unit")
         scalar = test_mp.backend.optimization.scalars.create(
diff --git a/tests/data/test_iamc_datapoint.py b/tests/data/test_iamc_datapoint.py
index 54d18cf0..e1b9ae78 100644
--- a/tests/data/test_iamc_datapoint.py
+++ b/tests/data/test_iamc_datapoint.py
@@ -27,7 +27,8 @@
         ({"scenario": {"name__in": ["scen_1", "scen_2"]}}, None),
     ],
 )
-def test_filtering(test_mp, filter, exp_filter):
+def test_filtering(test_mp, filter, exp_filter, request):
+    test_mp = request.getfixturevalue(test_mp)
     # preparing the data
     test_data_columns = ["region", "variable", "unit", "step_year", "value"]
     test_data = [
@@ -77,7 +78,8 @@ def test_filtering(test_mp, filter, exp_filter):
         {"run": {"default_only": "test"}},
     ],
 )
-def test_invalid_filters(test_mp, filter):
+def test_invalid_filters(test_mp, filter, request):
+    test_mp = request.getfixturevalue(test_mp)
     with pytest.raises(BadFilterArguments):
         test_mp.backend.iamc.datapoints.tabulate(**filter)
     with pytest.raises(BadFilterArguments):
diff --git a/tests/data/test_iamc_variable.py b/tests/data/test_iamc_variable.py
index fc990258..45800ce9 100644
--- a/tests/data/test_iamc_variable.py
+++ b/tests/data/test_iamc_variable.py
@@ -7,23 +7,27 @@
 
 @all_platforms
 class TestDataIamcVariable:
-    def test_create_iamc_variable(self, test_mp):
+    def test_create_iamc_variable(self, test_mp, request):
+        test_mp = request.getfixturevalue(test_mp)
         variable = test_mp.backend.iamc.variables.create("Variable")
         assert variable.name == "Variable"
         assert variable.created_at is not None
         assert variable.created_by == "@unknown"
 
-    def test_iamc_variable_unique(self, test_mp):
+    def test_iamc_variable_unique(self, test_mp, request):
+        test_mp = request.getfixturevalue(test_mp)
         test_mp.backend.iamc.variables.create("Variable")
 
         with pytest.raises(Variable.NotUnique):
             test_mp.iamc.variables.create("Variable")
 
-    def test_iamc_variable_not_found(self, test_mp):
+    def test_iamc_variable_not_found(self, test_mp, request):
+        test_mp = request.getfixturevalue(test_mp)
         with pytest.raises(Variable.NotFound):
             test_mp.iamc.variables.get("Variable")
 
-    def test_filter_iamc_variable(self, test_mp):
+    def test_filter_iamc_variable(self, test_mp, request):
+        test_mp = request.getfixturevalue(test_mp)
         run1, run2 = create_filter_test_data(test_mp)
         res = test_mp.backend.iamc.variables.tabulate(unit={"name": "Unit 1"})
         assert sorted(res["name"].tolist()) == ["Variable 1", "Variable 2"]
diff --git a/tests/data/test_meta.py b/tests/data/test_meta.py
index 3c33284c..e8e8c6c6 100644
--- a/tests/data/test_meta.py
+++ b/tests/data/test_meta.py
@@ -21,7 +21,8 @@
 
 @all_platforms
 class TestDataMeta:
-    def test_create_get_entry(self, test_mp):
+    def test_create_get_entry(self, test_mp, request):
+        test_mp = request.getfixturevalue(test_mp)
         run = test_mp.runs.create("Model", "Scenario")
         run.set_as_default()
 
@@ -37,7 +38,8 @@ def test_create_get_entry(self, test_mp):
             assert entry.value == value
             assert entry.type == type
 
-    def test_entry_unique(self, test_mp):
+    def test_entry_unique(self, test_mp, request):
+        test_mp = request.getfixturevalue(test_mp)
         run = test_mp.runs.create("Model", "Scenario")
         test_mp.backend.meta.create(run.id, "Key", "Value")
 
@@ -47,7 +49,8 @@ def test_entry_unique(self, test_mp):
         with pytest.raises(RunMetaEntry.NotUnique):
             test_mp.backend.meta.create(run.id, "Key", 1)
 
-    def test_entry_not_found(self, test_mp):
+    def test_entry_not_found(self, test_mp, request):
+        test_mp = request.getfixturevalue(test_mp)
         with pytest.raises(RunMetaEntry.NotFound):
             test_mp.backend.meta.get(-1, "Key")
 
@@ -56,7 +59,8 @@ def test_entry_not_found(self, test_mp):
         with pytest.raises(RunMetaEntry.NotFound):
             test_mp.backend.meta.get(run.id, "Key")
 
-    def test_delete_entry(self, test_mp):
+    def test_delete_entry(self, test_mp, request):
+        test_mp = request.getfixturevalue(test_mp)
         run = test_mp.runs.create("Model", "Scenario")
         entry = test_mp.backend.meta.create(run.id, "Key", "Value")
         test_mp.backend.meta.delete(entry.id)
@@ -64,7 +68,8 @@ def test_delete_entry(self, test_mp):
         with pytest.raises(RunMetaEntry.NotFound):
             test_mp.backend.meta.get(run.id, "Key")
 
-    def test_list_entry(self, test_mp):
+    def test_list_entry(self, test_mp, request):
+        test_mp = request.getfixturevalue(test_mp)
         run = test_mp.runs.create("Model", "Scenario")
         run.set_as_default()
 
@@ -78,7 +83,8 @@ def test_list_entry(self, test_mp):
             assert entry.value == value
             assert entry.type == type
 
-    def test_tabulate_entry(self, test_mp):
+    def test_tabulate_entry(self, test_mp, request):
+        test_mp = request.getfixturevalue(test_mp)
         run = test_mp.runs.create("Model", "Scenario")
         run.set_as_default()
 
@@ -91,7 +97,8 @@ def test_tabulate_entry(self, test_mp):
         entries = test_mp.backend.meta.tabulate()
         assert_unordered_equality(entries, true_entries)
 
-    def test_tabulate_entries_with_run_filters(self, test_mp):
+    def test_tabulate_entries_with_run_filters(self, test_mp, request):
+        test_mp = request.getfixturevalue(test_mp)
         run1 = test_mp.runs.create("Model", "Scenario")
         run1.set_as_default()
         run2 = test_mp.runs.create("Model 2", "Scenario 2")
@@ -126,7 +133,8 @@ def test_tabulate_entries_with_run_filters(self, test_mp):
             true_entries2,
         )
 
-    def test_tabulate_entries_with_key_filters(self, test_mp):
+    def test_tabulate_entries_with_key_filters(self, test_mp, request):
+        test_mp = request.getfixturevalue(test_mp)
         run = test_mp.runs.create("Model", "Scenario")
         run.set_as_default()
 
@@ -143,7 +151,8 @@ def test_tabulate_entries_with_key_filters(self, test_mp):
 
         assert_unordered_equality(entry, true_entry, check_dtype=False)
 
-    def test_entry_bulk_operations(self, test_mp):
+    def test_entry_bulk_operations(self, test_mp, request):
+        test_mp = request.getfixturevalue(test_mp)
         run = test_mp.runs.create("Model", "Scenario")
         run.set_as_default()
 
@@ -194,7 +203,8 @@ def test_entry_bulk_operations(self, test_mp):
         ret = test_mp.backend.meta.tabulate()
         assert ret.empty
 
-    def test_meta_bulk_exceptions(self, test_mp):
+    def test_meta_bulk_exceptions(self, test_mp, request):
+        test_mp = request.getfixturevalue(test_mp)
         entries = pd.DataFrame(
             [
                 ["Boolean", -9.9],
diff --git a/tests/data/test_model.py b/tests/data/test_model.py
index 918b9623..d5870a63 100644
--- a/tests/data/test_model.py
+++ b/tests/data/test_model.py
@@ -8,28 +8,33 @@
 
 @all_platforms
 class TestDataModel:
-    def test_create_model(self, test_mp):
+    def test_create_model(self, test_mp, request):
+        test_mp = request.getfixturevalue(test_mp)
         model = test_mp.backend.models.create("Model")
         assert model.name == "Model"
         assert model.created_at is not None
         assert model.created_by == "@unknown"
 
-    def test_model_unique(self, test_mp):
+    def test_model_unique(self, test_mp, request):
+        test_mp = request.getfixturevalue(test_mp)
         test_mp.backend.models.create("Model")
 
         with pytest.raises(Model.NotUnique):
             test_mp.models.create("Model")
 
-    def test_get_model(self, test_mp):
+    def test_get_model(self, test_mp, request):
+        test_mp = request.getfixturevalue(test_mp)
         model1 = test_mp.backend.models.create("Model")
         model2 = test_mp.backend.models.get("Model")
         assert model1 == model2
 
-    def test_model_not_found(self, test_mp):
+    def test_model_not_found(self, test_mp, request):
+        test_mp = request.getfixturevalue(test_mp)
         with pytest.raises(Model.NotFound):
             test_mp.models.get("Model")
 
-    def test_list_model(self, test_mp):
+    def test_list_model(self, test_mp, request):
+        test_mp = request.getfixturevalue(test_mp)
         test_mp.runs.create("Model 1", "Scenario")
         test_mp.runs.create("Model 2", "Scenario")
 
@@ -39,7 +44,8 @@ def test_list_model(self, test_mp):
         assert models[1].id == 2
         assert models[1].name == "Model 2"
 
-    def test_tabulate_model(self, test_mp):
+    def test_tabulate_model(self, test_mp, request):
+        test_mp = request.getfixturevalue(test_mp)
         test_mp.runs.create("Model 1", "Scenario")
         test_mp.runs.create("Model 2", "Scenario")
 
@@ -56,12 +62,14 @@ def test_tabulate_model(self, test_mp):
             models.drop(columns=["created_at", "created_by"]), true_models
         )
 
-    def test_map_model(self, test_mp):
+    def test_map_model(self, test_mp, request):
+        test_mp = request.getfixturevalue(test_mp)
         test_mp.runs.create("Model 1", "Scenario")
         test_mp.runs.create("Model 2", "Scenario")
         assert test_mp.backend.models.map() == {1: "Model 1", 2: "Model 2"}
 
-    def test_filter_model(self, test_mp):
+    def test_filter_model(self, test_mp, request):
+        test_mp = request.getfixturevalue(test_mp)
         run1, _ = create_filter_test_data(test_mp)
 
         res = test_mp.backend.models.tabulate(name__like="Model *")
diff --git a/tests/data/test_optimization_indexset.py b/tests/data/test_optimization_indexset.py
index 3e81d2cb..47f24b28 100644
--- a/tests/data/test_optimization_indexset.py
+++ b/tests/data/test_optimization_indexset.py
@@ -35,7 +35,8 @@ def df_from_list(indexsets: list):
 
 @all_platforms
 class TestDataOptimizationIndexSet:
-    def test_create_indexset(self, test_mp):
+    def test_create_indexset(self, test_mp, request):
+        test_mp = request.getfixturevalue(test_mp)
         run = test_mp.backend.runs.create("Model", "Scenario")
         indexset_1 = test_mp.backend.optimization.indexsets.create(
             run_id=run.id, name="Indexset"
@@ -49,7 +50,8 @@ def test_create_indexset(self, test_mp):
                 run_id=run.id, name="Indexset"
             )
 
-    def test_get_indexset(self, test_mp):
+    def test_get_indexset(self, test_mp, request):
+        test_mp = request.getfixturevalue(test_mp)
         run = test_mp.backend.runs.create("Model", "Scenario")
         _ = test_mp.backend.optimization.indexsets.create(
             run_id=run.id, name="Indexset"
@@ -62,7 +64,8 @@ def test_get_indexset(self, test_mp):
         assert indexset.run__id == 1
         assert indexset.name == "Indexset"
 
-    def test_list_indexsets(self, test_mp):
+    def test_list_indexsets(self, test_mp, request):
+        test_mp = request.getfixturevalue(test_mp)
         run = test_mp.backend.runs.create("Model", "Scenario")
         # Per default, list() lists scalars for `default` version runs:
         test_mp.backend.runs.set_as_default_version(run.id)
@@ -77,7 +80,8 @@ def test_list_indexsets(self, test_mp):
         )
         assert [indexset_1, indexset_2] == test_mp.backend.optimization.indexsets.list()
 
-    def test_tabulate_indexsets(self, test_mp):
+    def test_tabulate_indexsets(self, test_mp, request):
+        test_mp = request.getfixturevalue(test_mp)
         run = test_mp.backend.runs.create("Model", "Scenario")
         # Per default, tabulate() lists scalars for `default` version runs:
         test_mp.backend.runs.set_as_default_version(run.id)
@@ -110,7 +114,8 @@ def test_tabulate_indexsets(self, test_mp):
             expected, test_mp.backend.optimization.indexsets.tabulate(name="Indexset 1")
         )
 
-    def test_add_elements(self, test_mp):
+    def test_add_elements(self, test_mp, request):
+        test_mp = request.getfixturevalue(test_mp)
         test_elements = ["foo", "bar"]
         run = test_mp.backend.runs.create("Model", "Scenario")
         indexset_1 = test_mp.backend.optimization.indexsets.create(
diff --git a/tests/data/test_optimization_scalar.py b/tests/data/test_optimization_scalar.py
index f29a36cb..36e6eeb4 100644
--- a/tests/data/test_optimization_scalar.py
+++ b/tests/data/test_optimization_scalar.py
@@ -35,7 +35,8 @@ def df_from_list(scalars: list):
 
 @all_platforms
 class TestDataOptimizationScalar:
-    def test_create_scalar(self, test_mp):
+    def test_create_scalar(self, test_mp, request):
+        test_mp = request.getfixturevalue(test_mp)
         run = test_mp.backend.runs.create("Model", "Scenario")
         unit = test_mp.backend.units.create("Unit")
         unit2 = test_mp.backend.units.create("Unit 2")
@@ -52,7 +53,8 @@ def test_create_scalar(self, test_mp):
                 run_id=run.id, name="Scalar", value=2, unit_name=unit2.name
             )
 
-    def test_get_scalar(self, test_mp):
+    def test_get_scalar(self, test_mp, request):
+        test_mp = request.getfixturevalue(test_mp)
         run = test_mp.backend.runs.create("Model", "Scenario")
         unit = test_mp.backend.units.create("Unit")
         scalar = test_mp.backend.optimization.scalars.create(
@@ -63,7 +65,8 @@ def test_get_scalar(self, test_mp):
             run_id=run.id, name="Scalar"
         )
 
-    def test_update_scalar(self, test_mp):
+    def test_update_scalar(self, test_mp, request):
+        test_mp = request.getfixturevalue(test_mp)
         run = test_mp.backend.runs.create("Model", "Scenario")
         unit = test_mp.backend.units.create("Unit")
         unit2 = test_mp.backend.units.create("Unit 2")
@@ -81,7 +84,8 @@ def test_update_scalar(self, test_mp):
         assert ret.unit__id == unit2.id
         assert ret.value == 20
 
-    def test_list_scalars(self, test_mp):
+    def test_list_scalars(self, test_mp, request):
+        test_mp = request.getfixturevalue(test_mp)
         run = test_mp.backend.runs.create("Model", "Scenario")
         # Per default, list() lists scalars for `default` version runs:
         test_mp.backend.runs.set_as_default_version(run.id)
@@ -96,7 +100,8 @@ def test_list_scalars(self, test_mp):
         assert [scalar_1] == test_mp.backend.optimization.scalars.list(name="Scalar")
         assert [scalar_1, scalar_2] == test_mp.backend.optimization.scalars.list()
 
-    def test_tabulate_scalars(self, test_mp):
+    def test_tabulate_scalars(self, test_mp, request):
+        test_mp = request.getfixturevalue(test_mp)
         run = test_mp.backend.runs.create("Model", "Scenario")
         # Per default, tabulate() lists scalars for `default` version runs:
         test_mp.backend.runs.set_as_default_version(run.id)
diff --git a/tests/data/test_region.py b/tests/data/test_region.py
index 59b74d77..513cc0db 100644
--- a/tests/data/test_region.py
+++ b/tests/data/test_region.py
@@ -8,19 +8,22 @@
 
 @all_platforms
 class TestDataRegion:
-    def test_create_region(self, test_mp):
+    def test_create_region(self, test_mp, request):
+        test_mp = request.getfixturevalue(test_mp)
         region1 = test_mp.backend.regions.create("Region", "Hierarchy")
         assert region1.name == "Region"
         assert region1.hierarchy == "Hierarchy"
         assert region1.created_at is not None
         assert region1.created_by == "@unknown"
 
-    def test_delete_region(self, test_mp):
+    def test_delete_region(self, test_mp, request):
+        test_mp = request.getfixturevalue(test_mp)
         region1 = test_mp.backend.regions.create("Region", "Hierarchy")
         test_mp.backend.regions.delete(region1.id)
         assert test_mp.backend.regions.tabulate().empty
 
-    def test_region_unique(self, test_mp):
+    def test_region_unique(self, test_mp, request):
+        test_mp = request.getfixturevalue(test_mp)
         test_mp.backend.regions.create("Region", "Hierarchy")
 
         with pytest.raises(Region.NotUnique):
@@ -29,16 +32,19 @@ def test_region_unique(self, test_mp):
         with pytest.raises(Region.NotUnique):
             test_mp.regions.create("Region", "Another Hierarchy")
 
-    def test_get_region(self, test_mp):
+    def test_get_region(self, test_mp, request):
+        test_mp = request.getfixturevalue(test_mp)
         region1 = test_mp.backend.regions.create("Region", "Hierarchy")
         region2 = test_mp.backend.regions.get("Region")
         assert region1 == region2
 
-    def test_region_not_found(self, test_mp):
+    def test_region_not_found(self, test_mp, request):
+        test_mp = request.getfixturevalue(test_mp)
         with pytest.raises(Region.NotFound):
             test_mp.regions.get("Region")
 
-    def test_get_or_create_region(self, test_mp):
+    def test_get_or_create_region(self, test_mp, request):
+        test_mp = request.getfixturevalue(test_mp)
         region1 = test_mp.backend.regions.create("Region", "Hierarchy")
         region2 = test_mp.backend.regions.get_or_create("Region")
         assert region1.id == region2.id
@@ -48,7 +54,8 @@ def test_get_or_create_region(self, test_mp):
         with pytest.raises(Region.NotUnique):
             test_mp.backend.regions.get_or_create("Other", hierarchy="Other Hierarchy")
 
-    def test_list_region(self, test_mp):
+    def test_list_region(self, test_mp, request):
+        test_mp = request.getfixturevalue(test_mp)
         test_mp.backend.regions.create("Region 1", "Hierarchy")
         test_mp.backend.regions.create("Region 2", "Hierarchy")
 
@@ -60,7 +67,8 @@ def test_list_region(self, test_mp):
         assert regions[1].id == 2
         assert regions[1].name == "Region 2"
 
-    def test_tabulate_region(self, test_mp):
+    def test_tabulate_region(self, test_mp, request):
+        test_mp = request.getfixturevalue(test_mp)
         test_mp.backend.regions.create("Region 1", "Hierarchy")
         test_mp.backend.regions.create("Region 2", "Hierarchy")
 
@@ -77,7 +85,8 @@ def test_tabulate_region(self, test_mp):
             regions.drop(columns=["created_at", "created_by"]), true_regions
         )
 
-    def test_filter_region(self, test_mp):
+    def test_filter_region(self, test_mp, request):
+        test_mp = request.getfixturevalue(test_mp)
         run1, run2 = create_filter_test_data(test_mp)
 
         res = test_mp.backend.regions.tabulate(
diff --git a/tests/data/test_run.py b/tests/data/test_run.py
index f7437fb2..c7d7c79e 100644
--- a/tests/data/test_run.py
+++ b/tests/data/test_run.py
@@ -8,14 +8,16 @@
 
 @all_platforms
 class TestDataRun:
-    def test_create_run(self, test_mp):
+    def test_create_run(self, test_mp, request):
+        test_mp = request.getfixturevalue(test_mp)
         run1 = test_mp.backend.runs.create("Model", "Scenario")
         assert run1.model.name == "Model"
         assert run1.scenario.name == "Scenario"
         assert run1.version == 1
         assert not run1.is_default
 
-    def test_create_run_increment_version(self, test_mp):
+    def test_create_run_increment_version(self, test_mp, request):
+        test_mp = request.getfixturevalue(test_mp)
         test_mp.backend.runs.create("Model", "Scenario")
         run2 = test_mp.backend.runs.create("Model", "Scenario")
         assert run2.model.name == "Model"
@@ -23,7 +25,8 @@ def test_create_run_increment_version(self, test_mp):
         assert run2.version == 2
         assert not run2.is_default
 
-    def test_get_run_versions(self, test_mp):
+    def test_get_run_versions(self, test_mp, request):
+        test_mp = request.getfixturevalue(test_mp)
         run1a = test_mp.backend.runs.create("Model", "Scenario")
         run2a = test_mp.backend.runs.create("Model", "Scenario")
         test_mp.backend.runs.set_as_default_version(run2a.id)
@@ -40,11 +43,13 @@ def test_get_run_versions(self, test_mp):
         run3b = test_mp.backend.runs.get("Model", "Scenario", 3)
         assert run3a.id == run3b.id
 
-    def test_get_run_no_default_version(self, test_mp):
+    def test_get_run_no_default_version(self, test_mp, request):
+        test_mp = request.getfixturevalue(test_mp)
         with pytest.raises(NoDefaultRunVersion):
             test_mp.backend.runs.get_default_version("Model", "Scenario")
 
-    def test_get_or_create_run(self, test_mp):
+    def test_get_or_create_run(self, test_mp, request):
+        test_mp = request.getfixturevalue(test_mp)
         run1 = test_mp.backend.runs.create("Model", "Scenario")
         run2 = test_mp.backend.runs.get_or_create("Model", "Scenario")
         assert run1.id != run2.id
@@ -55,7 +60,8 @@ def test_get_or_create_run(self, test_mp):
         run3 = test_mp.backend.runs.get_or_create("Model", "Scenario")
         assert run1.id == run3.id
 
-    def test_list_run(self, test_mp):
+    def test_list_run(self, test_mp, request):
+        test_mp = request.getfixturevalue(test_mp)
         run1 = test_mp.backend.runs.create("Model", "Scenario")
         test_mp.backend.runs.create("Model", "Scenario")
 
@@ -72,7 +78,8 @@ def test_list_run(self, test_mp):
 
         assert run1.id == run.id
 
-    def test_tabulate_run(self, test_mp):
+    def test_tabulate_run(self, test_mp, request):
+        test_mp = request.getfixturevalue(test_mp)
         run = test_mp.backend.runs.create("Model", "Scenario")
         test_mp.backend.runs.set_as_default_version(run.id)
         test_mp.backend.runs.create("Model", "Scenario")
diff --git a/tests/data/test_scenario.py b/tests/data/test_scenario.py
index 38ca86d7..f2270f69 100644
--- a/tests/data/test_scenario.py
+++ b/tests/data/test_scenario.py
@@ -8,28 +8,33 @@
 
 @all_platforms
 class TestDataScenario:
-    def test_create_scenario(self, test_mp):
+    def test_create_scenario(self, test_mp, request):
+        test_mp = request.getfixturevalue(test_mp)
         scenario = test_mp.backend.scenarios.create("Scenario")
         assert scenario.name == "Scenario"
         assert scenario.created_at is not None
         assert scenario.created_by == "@unknown"
 
-    def test_scenario_unique(self, test_mp):
+    def test_scenario_unique(self, test_mp, request):
+        test_mp = request.getfixturevalue(test_mp)
         test_mp.backend.scenarios.create("Scenario")
 
         with pytest.raises(Scenario.NotUnique):
             test_mp.scenarios.create("Scenario")
 
-    def test_get_scenario(self, test_mp):
+    def test_get_scenario(self, test_mp, request):
+        test_mp = request.getfixturevalue(test_mp)
         scenario1 = test_mp.backend.scenarios.create("Scenario")
         scenario2 = test_mp.backend.scenarios.get("Scenario")
         assert scenario1 == scenario2
 
-    def test_scenario_not_found(self, test_mp):
+    def test_scenario_not_found(self, test_mp, request):
+        test_mp = request.getfixturevalue(test_mp)
         with pytest.raises(Scenario.NotFound):
             test_mp.scenarios.get("Scenario")
 
-    def test_list_scenario(self, test_mp):
+    def test_list_scenario(self, test_mp, request):
+        test_mp = request.getfixturevalue(test_mp)
         test_mp.runs.create("Model", "Scenario 1")
         test_mp.runs.create("Model", "Scenario 2")
 
@@ -40,7 +45,8 @@ def test_list_scenario(self, test_mp):
         assert scenarios[1].id == 2
         assert scenarios[1].name == "Scenario 2"
 
-    def test_tabulate_scenario(self, test_mp):
+    def test_tabulate_scenario(self, test_mp, request):
+        test_mp = request.getfixturevalue(test_mp)
         test_mp.runs.create("Model", "Scenario 1")
         test_mp.runs.create("Model", "Scenario 2")
 
@@ -57,13 +63,15 @@ def test_tabulate_scenario(self, test_mp):
             scenarios.drop(columns=["created_at", "created_by"]), true_scenarios
         )
 
-    def test_map_scenario(self, test_mp):
+    def test_map_scenario(self, test_mp, request):
+        test_mp = request.getfixturevalue(test_mp)
         test_mp.runs.create("Model", "Scenario 1")
         test_mp.runs.create("Model", "Scenario 2")
 
         assert test_mp.backend.scenarios.map() == {1: "Scenario 1", 2: "Scenario 2"}
 
-    def test_filter_scenario(self, test_mp):
+    def test_filter_scenario(self, test_mp, request):
+        test_mp = request.getfixturevalue(test_mp)
         run1, _ = create_filter_test_data(test_mp)
 
         res = test_mp.backend.scenarios.tabulate(
diff --git a/tests/data/test_unit.py b/tests/data/test_unit.py
index 1c148322..7a5efa79 100644
--- a/tests/data/test_unit.py
+++ b/tests/data/test_unit.py
@@ -8,19 +8,22 @@
 
 @all_platforms
 class TestDataUnit:
-    def test_create_get_unit(self, test_mp):
+    def test_create_get_unit(self, test_mp, request):
+        test_mp = request.getfixturevalue(test_mp)
         unit1 = test_mp.backend.units.create("Unit")
         assert unit1.name == "Unit"
 
         unit2 = test_mp.backend.units.get("Unit")
         assert unit1.id == unit2.id
 
-    def test_delete_unit(self, test_mp):
+    def test_delete_unit(self, test_mp, request):
+        test_mp = request.getfixturevalue(test_mp)
         unit1 = test_mp.backend.units.create("Unit")
         test_mp.backend.units.delete(unit1.id)
         assert test_mp.backend.units.tabulate().empty
 
-    def test_get_or_create_unit(self, test_mp):
+    def test_get_or_create_unit(self, test_mp, request):
+        test_mp = request.getfixturevalue(test_mp)
         unit1 = test_mp.backend.units.create("Unit")
         unit2 = test_mp.backend.units.get_or_create("Unit")
         assert unit1.id == unit2.id
@@ -29,17 +32,20 @@ def test_get_or_create_unit(self, test_mp):
         assert unit3.name == "Another Unit"
         assert unit1.id != unit3.id
 
-    def test_unit_unique(self, test_mp):
+    def test_unit_unique(self, test_mp, request):
+        test_mp = request.getfixturevalue(test_mp)
         test_mp.backend.units.create("Unit")
 
         with pytest.raises(Unit.NotUnique):
             test_mp.backend.units.create("Unit")
 
-    def test_unit_not_found(self, test_mp):
+    def test_unit_not_found(self, test_mp, request):
+        test_mp = request.getfixturevalue(test_mp)
         with pytest.raises(Unit.NotFound):
             test_mp.backend.units.get("Unit")
 
-    def test_list_unit(self, test_mp):
+    def test_list_unit(self, test_mp, request):
+        test_mp = request.getfixturevalue(test_mp)
         test_mp.backend.units.create("Unit 1")
         test_mp.backend.units.create("Unit 2")
 
@@ -51,7 +57,8 @@ def test_list_unit(self, test_mp):
         assert units[1].id == 2
         assert units[1].name == "Unit 2"
 
-    def test_tabulate_unit(self, test_mp):
+    def test_tabulate_unit(self, test_mp, request):
+        test_mp = request.getfixturevalue(test_mp)
         test_mp.backend.units.create("Unit 1")
         test_mp.backend.units.create("Unit 2")
 
@@ -68,7 +75,8 @@ def test_tabulate_unit(self, test_mp):
             units.drop(columns=["created_at", "created_by"]), true_units
         )
 
-    def test_filter_unit(self, test_mp):
+    def test_filter_unit(self, test_mp, request):
+        test_mp = request.getfixturevalue(test_mp)
         run1, run2 = create_filter_test_data(test_mp)
         res = test_mp.backend.units.tabulate(
             iamc={
diff --git a/tests/test_auth.py b/tests/test_auth.py
index 443beded..382be27f 100644
--- a/tests/test_auth.py
+++ b/tests/test_auth.py
@@ -220,10 +220,10 @@ def test_guards(user, truths, test_sqlite_mp):
         ["Other Model", private, None],
     ],
 )
-def test_filters(model, platform, access, test_mp, test_data_annual):
+def test_filters(model, platform, access, test_mp, test_data_annual, request):
     user = User(username="User Carina", is_verified=True, groups=[6, 7])
 
-    mp = test_mp
+    mp = request.getfixturevalue(test_mp)
     add_regions(mp, test_data_annual["region"].unique())
     add_units(mp, test_data_annual["unit"].unique())
 
diff --git a/tests/test_benchmark_filters.py b/tests/test_benchmark_filters.py
index d1313a28..be18808e 100644
--- a/tests/test_benchmark_filters.py
+++ b/tests/test_benchmark_filters.py
@@ -30,8 +30,11 @@
         },
     ],
 )
-def test_filter_datapoints_benchmark(generated_mp, profiled, benchmark, filters):
+def test_filter_datapoints_benchmark(
+    generated_mp, profiled, benchmark, filters, request
+):
     """Benchmarks a the filtration of `test_data_big`."""
+    generated_mp = request.getfixturevalue(generated_mp)
 
     def run():
         with profiled():
diff --git a/tests/test_benchmarks.py b/tests/test_benchmarks.py
index 43b62607..12a7f466 100644
--- a/tests/test_benchmarks.py
+++ b/tests/test_benchmarks.py
@@ -55,10 +55,12 @@ def tabulate_datapoints(test_mp, **kwargs):
 @all_platforms
 class TestBenchmarks:
     def test_add_datapoints_full_benchmark(
-        self, test_mp, profiled, benchmark, test_data_big
+        self, test_mp, profiled, benchmark, test_data_big, request
     ):
         """Benchmarks a full insert of `test_data_big`."""
 
+        test_mp = request.getfixturevalue(test_mp)
+
         def setup():
             add_regions(test_mp, test_data_big["region"].unique())
             add_units(test_mp, test_data_big["unit"].unique())
@@ -71,10 +73,12 @@ def run(mp):
         benchmark.pedantic(run, setup=setup)
 
     def test_add_datapoints_half_unchanged_benchmark(
-        self, test_mp, profiled, benchmark, test_data_big
+        self, test_mp, profiled, benchmark, test_data_big, request
     ):
         """Benchmarks a full insert of `test_data_big` on a half-filled database."""
 
+        test_mp = request.getfixturevalue(test_mp)
+
         def setup():
             add_regions(test_mp, test_data_big["region"].unique())
             add_units(test_mp, test_data_big["unit"].unique())
@@ -89,11 +93,13 @@ def run(mp):
         benchmark.pedantic(run, setup=setup)
 
     def test_add_datapoints_half_insert_half_update_benchmark(
-        self, test_mp, profiled, benchmark, test_data_big
+        self, test_mp, profiled, benchmark, test_data_big, request
     ):
         """Benchmarks a full insert of `test_data_big` with changed values on a
         half-filled database."""
 
+        test_mp = request.getfixturevalue(test_mp)
+
         def setup():
             add_regions(test_mp, test_data_big["region"].unique())
             add_units(test_mp, test_data_big["unit"].unique())
@@ -112,10 +118,12 @@ def run(mp, data):
         benchmark.pedantic(run, setup=setup)
 
     def test_remove_datapoints_benchmark(
-        self, test_mp, profiled, benchmark, test_data_big
+        self, test_mp, profiled, benchmark, test_data_big, request
     ):
         """Benchmarks a full removal of `test_data_big` from a filled database."""
 
+        test_mp = request.getfixturevalue(test_mp)
+
         def setup():
             add_regions(test_mp, test_data_big["region"].unique())
             add_units(test_mp, test_data_big["unit"].unique())
@@ -130,10 +138,12 @@ def run(mp, data):
         benchmark.pedantic(run, setup=setup)
 
     def test_tabulate_datapoints_benchmark(
-        self, test_mp, profiled, benchmark, test_data_big
+        self, test_mp, profiled, benchmark, test_data_big, request
     ):
         """Benchmarks a full retrieval of `test_data_big` from a filled database."""
 
+        test_mp = request.getfixturevalue(test_mp)
+
         def setup():
             add_regions(test_mp, test_data_big["region"].unique())
             add_units(test_mp, test_data_big["unit"].unique())
diff --git a/tests/utils.py b/tests/utils.py
index 2ef2cdef..defc24e6 100644
--- a/tests/utils.py
+++ b/tests/utils.py
@@ -1,10 +1,11 @@
 import pandas as pd
 import pandas.testing as pdt
 import pytest
-from pytest_lazyfixture import lazy_fixture
 
 from ixmp4 import DataPoint
 
+from .conftest import SKIP_PGSQL_TESTS
+
 
 def add_regions(mp, regions):
     for region in regions:
@@ -27,56 +28,90 @@ def assert_unordered_equality(df1, df2, **kwargs):
 all_platforms = pytest.mark.parametrize(
     "test_mp",
     [
-        lazy_fixture("test_sqlite_mp"),
-        lazy_fixture("test_pgsql_mp"),
-        lazy_fixture("test_api_sqlite_mp"),
-        lazy_fixture("test_api_pgsql_mp"),
+        "test_sqlite_mp",
+        pytest.param(
+            "test_pgsql_mp",
+            marks=pytest.mark.skipif(
+                SKIP_PGSQL_TESTS,
+                reason="Cannot connect to PostgreSQL database service, skipping test",
+            ),
+        ),
+        "test_api_sqlite_mp",
+        pytest.param(
+            "test_api_pgsql_mp",
+            marks=pytest.mark.skipif(
+                SKIP_PGSQL_TESTS,
+                reason="Cannot connect to PostgreSQL database service, skipping test",
+            ),
+        ),
     ],
 )
 
 generated_platforms = pytest.mark.parametrize(
     "generated_mp",
     [
-        lazy_fixture("test_sqlite_mp_generated"),
-        lazy_fixture("test_pgsql_mp_generated"),
-        lazy_fixture("test_api_sqlite_mp_generated"),
-        lazy_fixture("test_api_pgsql_mp_generated"),
+        "test_sqlite_mp_generated",
+        pytest.param(
+            "test_pgsql_mp_generated",
+            marks=pytest.mark.skipif(
+                SKIP_PGSQL_TESTS,
+                reason="Cannot connect to PostgreSQL database service, skipping test",
+            ),
+        ),
+        "test_api_sqlite_mp_generated",
+        pytest.param(
+            "test_api_pgsql_mp_generated",
+            marks=pytest.mark.skipif(
+                SKIP_PGSQL_TESTS,
+                reason="Cannot connect to PostgreSQL database service, skipping test",
+            ),
+        ),
     ],
 )
 
+
 generated_api_platforms = pytest.mark.parametrize(
     "generated_mp",
     [
-        lazy_fixture("test_api_sqlite_mp_generated"),
-        lazy_fixture("test_api_pgsql_mp_generated"),
+        "test_api_sqlite_mp_generated",
+        pytest.param(
+            "test_api_pgsql_mp_generated",
+            marks=pytest.mark.skipif(
+                SKIP_PGSQL_TESTS,
+                reason="Cannot connect to PostgreSQL database service, skipping test",
+            ),
+        ),
     ],
 )
 
 api_platforms = pytest.mark.parametrize(
     "test_mp",
     [
-        lazy_fixture("test_api_sqlite_mp"),
-        lazy_fixture("test_api_pgsql_mp"),
+        "test_api_sqlite_mp",
+        pytest.param(
+            "test_api_pgsql_mp",
+            marks=pytest.mark.skipif(
+                SKIP_PGSQL_TESTS,
+                reason="Cannot connect to PostgreSQL database service, skipping test",
+            ),
+        ),
     ],
 )
 
 database_platforms = pytest.mark.parametrize(
     "test_mp",
     [
-        lazy_fixture("test_sqlite_mp"),
-        lazy_fixture("test_pgsql_mp"),
+        "test_sqlite_mp",
+        pytest.param(
+            "test_pgsql_mp",
+            marks=pytest.mark.skipif(
+                SKIP_PGSQL_TESTS,
+                reason="Cannot connect to PostgreSQL database service, skipping test",
+            ),
+        ),
     ],
 )
 
-gen_obj_nums = dict(
-    num_models=10,
-    num_runs=30,
-    num_regions=100,
-    num_variables=200,
-    num_units=50,
-    num_datapoints=10_000,
-)
-
 
 def create_filter_test_data(test_mp):
     for i in range(1, 7):