diff --git a/.github/workflows/pythonbuild.yml b/.github/workflows/pythonbuild.yml
index 1bdcfc58d0..d94eb21f6c 100644
--- a/.github/workflows/pythonbuild.yml
+++ b/.github/workflows/pythonbuild.yml
@@ -13,35 +13,22 @@ jobs:
     strategy:
       matrix:
         include:
-          - python-version: "3.7"
-            tox-env: py37-core
-          - python-version: "3.8"
-            tox-env: py38-core
-          - python-version: "3.9"
-            tox-env: py39-core
-          - python-version: "3.10"
-            tox-env: py310-core
-          - python-version: "3.11"
-            tox-env: py311-core
-          - python-version: "3.12"
-            tox-env: py312-core
+          - tox-env: py38-core
+          - tox-env: py39-core
+          - tox-env: py310-core
+          - tox-env: py311-core
+          - tox-env: py312-core
 
     steps:
       - uses: actions/checkout@v4
-      - name: Set up Python ${{ matrix.python-version }}
-        uses: actions/setup-python@v5
+      - name: Set up the latest version of uv
+        uses: astral-sh/setup-uv@v5
         with:
-          python-version: ${{ matrix.python-version }}
-      - name: Cache pip
-        uses: actions/cache@v4
-        with:
-          # This path is specific to Ubuntu
-          path: ~/.cache/pip
-          # Look to see if there is a cache hit for the corresponding requirements files
-          key: ${{ format('{0}-pip-{1}', runner.os, hashFiles('dev-requirements.txt', format('requirements{0}.txt', matrix.spark-version-suffix))) }}
+          enable-cache: true
+          cache-dependency-glob: "pyproject.toml"
       - name: Install dependencies
         run: |
-          python -m pip install --upgrade pip 'tox<4.0'
+          uv tool install --python-preference only-managed --python 3.12 tox --with tox-uv
       - name: Setup MySQL DB
         run: |
           sudo /etc/init.d/mysql start
@@ -51,7 +38,7 @@ jobs:
       - name: Build
         env:
           TOXENV: ${{ matrix.tox-env }}
-        run: tox
+        run: uvx --with tox-uv tox run
       - name: Upload coverage to Codecov
         uses: codecov/codecov-action@v5
         with:
@@ -81,42 +68,29 @@ jobs:
     strategy:
       matrix:
         include:
-          - python-version: "3.7"
-            tox-env: py37-postgres
-          - python-version: "3.8"
-            tox-env: py38-postgres
-          - python-version: "3.9"
-            tox-env: py39-postgres
-          - python-version: "3.10"
-            tox-env: py310-postgres
-          - python-version: "3.11"
-            tox-env: py311-postgres
-          - python-version: "3.12"
-            tox-env: py312-postgres
+          - tox-env: py38-postgres
+          - tox-env: py39-postgres
+          - tox-env: py310-postgres
+          - tox-env: py311-postgres
+          - tox-env: py312-postgres
 
     steps:
       - uses: actions/checkout@v4
-      - name: Set up Python ${{ matrix.python-version }}
-        uses: actions/setup-python@v5
-        with:
-          python-version: ${{ matrix.python-version }}
-      - name: Cache pip
-        uses: actions/cache@v4
+      - name: Set up the latest version of uv
+        uses: astral-sh/setup-uv@v5
         with:
-          # This path is specific to Ubuntu
-          path: ~/.cache/pip
-          # Look to see if there is a cache hit for the corresponding requirements files
-          key: ${{ format('{0}-pip-{1}', runner.os, hashFiles('dev-requirements.txt', format('requirements{0}.txt', matrix.spark-version-suffix))) }}
+          enable-cache: true
+          cache-dependency-glob: "pyproject.toml"
       - name: Install dependencies
         run: |
-          python -m pip install --upgrade pip 'tox<4.0'
+          uv tool install --python-preference only-managed --python 3.12 tox --with tox-uv
       - name: Create PSQL database
         run: |
           PGPASSWORD=postgres psql -h localhost -p 5432 -c 'create database spotify;' -U postgres
       - name: Build
         env:
           TOXENV: ${{ matrix.tox-env }}
-        run: tox
+        run: uvx --with tox-uv tox run
       - name: Upload coverage to Codecov
         uses: codecov/codecov-action@v5
         with:
@@ -135,96 +109,75 @@ jobs:
     strategy:
       matrix:
         include:
-          - python-version: "3.7"
-            tox-env: py37-aws
-          - python-version: "3.8"
-            tox-env: py38-aws
-          - python-version: "3.9"
-            tox-env: py39-aws
-          - python-version: "3.10"
-            tox-env: py310-aws
-          - python-version: "3.11"
-            tox-env: py311-aws
-          - python-version: "3.12"
-            tox-env: py312-aws
+          - tox-env: py38-aws
+          - tox-env: py39-aws
+          - tox-env: py310-aws
+          - tox-env: py311-aws
+          - tox-env: py312-aws
 
-          - python-version: "3.7"
-            tox-env: py37-unixsocket
-            OVERRIDE_SKIP_CI_TESTS: True
-          - python-version: "3.8"
-            tox-env: py38-unixsocket
+          - tox-env: py38-unixsocket
             OVERRIDE_SKIP_CI_TESTS: True
-          - python-version: "3.9"
-            tox-env: py39-unixsocket
+          - tox-env: py39-unixsocket
             OVERRIDE_SKIP_CI_TESTS: True
-          - python-version: "3.10"
-            tox-env: py310-unixsocket
+          - tox-env: py310-unixsocket
             OVERRIDE_SKIP_CI_TESTS: True
-          - python-version: "3.11"
-            tox-env: py311-unixsocket
+          - tox-env: py311-unixsocket
             OVERRIDE_SKIP_CI_TESTS: True
-          - python-version: "3.12"
-            tox-env: py312-unixsocket
+          - tox-env: py312-unixsocket
             OVERRIDE_SKIP_CI_TESTS: True
 
-          - python-version: "3.7"
-            tox-env: py37-apache
-          - python-version: "3.8"
-            tox-env: py38-apache
-          - python-version: "3.9"
-            tox-env: py39-apache
-          - python-version: "3.10"
-            tox-env: py310-apache
-          - python-version: "3.11"
-            tox-env: py311-apache
-          - python-version: "3.12"
-            tox-env: py312-apache
-
-          - python-version: "3.7"
-            tox-env: py37-azureblob
-          - python-version: "3.8"
-            tox-env: py38-azureblob
-          - python-version: "3.9"
-            tox-env: py39-azureblob
-          - python-version: "3.10"
-            tox-env: py310-azureblob
-          - python-version: "3.11"
-            tox-env: py311-azureblob
-          - python-version: "3.12"
-            tox-env: py312-azureblob
-
+          - tox-env: py38-apache
+          - tox-env: py39-apache
+          - tox-env: py310-apache
+          - tox-env: py311-apache
+          - tox-env: py312-apache
 
-          - python-version: "3.10"
-            tox-env: flake8
-          - python-version: "3.10"
-            tox-env: docs
+          - tox-env: py38-azureblob
+          - tox-env: py39-azureblob
+          - tox-env: py310-azureblob
+          - tox-env: py311-azureblob
+          - tox-env: py312-azureblob
 
     steps:
       - uses: actions/checkout@v4
-      - name: Set up Python ${{ matrix.python-version }}
-        uses: actions/setup-python@v5
+      - name: Set up the latest version of uv
+        uses: astral-sh/setup-uv@v5
         with:
-          python-version: ${{ matrix.python-version }}
-      - name: Cache pip
-        uses: actions/cache@v4
-        with:
-          # This path is specific to Ubuntu
-          path: ~/.cache/pip
-          # Look to see if there is a cache hit for the corresponding requirements files
-          key: ${{ format('{0}-pip-{1}', runner.os, hashFiles('dev-requirements.txt', format('requirements{0}.txt', matrix.spark-version-suffix))) }}
+          enable-cache: true
+          cache-dependency-glob: "pyproject.toml"
       - name: Install dependencies
         run: |
-          python -m pip install --upgrade pip 'tox<4.0'
+          uv tool install --python-preference only-managed --python 3.12 tox --with tox-uv
       - name: Build
         env:
           TOXENV: ${{ matrix.tox-env }}
           OVERRIDE_SKIP_CI_TESTS: ${{ matrix.OVERRIDE_SKIP_CI_TESTS }}
-        run: tox
+        run: uvx --with tox-uv tox run
       - name: Upload coverage to Codecov
-        if: ${{ matrix.tox-env != 'flake8' && matrix.tox-env != 'docs' }}
         uses: codecov/codecov-action@v5
         with:
           fail_ci_if_error: true
           verbose: true
+  others:
+    runs-on: ubuntu-20.04
+
+    strategy:
+      matrix:
+        include:
+          - tox-env: flake8
+          - tox-env: docs
+    steps:
+      - uses: actions/checkout@v4
+      - name: Set up the latest version of uv
+        uses: astral-sh/setup-uv@v5
+        with:
+          enable-cache: true
+          cache-dependency-glob: "pyproject.toml"
+      - name: Install dependencies
+        run: |
+          uv tool install --python-preference only-managed --python 3.12 tox --with tox-uv
+      - name: Build
         env:
-          CODECOV_TOKEN: ${{ secrets.CODECOV_TOKEN }}
+          TOXENV: ${{ matrix.tox-env }}
+          OVERRIDE_SKIP_CI_TESTS: ${{ matrix.OVERRIDE_SKIP_CI_TESTS }}
+        run: uvx --with tox-uv tox run
diff --git a/.gitignore b/.gitignore
index 819fe424a1..07a676dba9 100644
--- a/.gitignore
+++ b/.gitignore
@@ -172,3 +172,5 @@ Icon
 Network Trash Folder
 Temporary Items
 .apdisk
+
+.python-version
diff --git a/.readthedocs.yaml b/.readthedocs.yaml
index 15a3b126a1..176bddf1aa 100644
--- a/.readthedocs.yaml
+++ b/.readthedocs.yaml
@@ -16,3 +16,5 @@ python:
   install:
     - method: pip
       path: .
+      extra_requirements:
+        - readthedocs
diff --git a/CONTRIBUTING.rst b/CONTRIBUTING.rst
index f62e94e903..dc09a3ae4a 100644
--- a/CONTRIBUTING.rst
+++ b/CONTRIBUTING.rst
@@ -13,29 +13,31 @@ We are always happy to receive Pull Requests. When you open a PR, it will
 automatically build on Travis. So you're not strictly required to test the
 patch locally before submitting it.
 
-If you do want to run the tests locally you'll need to ``pip install tox`` and
-then run one of the tox commands below.
+If you do want to run the tests locally you'll need to run the commands below
+.. code:: bash
+   curl -LsSf https://astral.sh/uv/install.sh | sh
+   uv tool install tox --with tox-uv
 
-You will need a ``tox --version`` of at least 2.0.
+You will need a ``tox --version`` of at least 4.22.
 
 .. code:: bash
 
     # These commands are pretty fast and will tell if you've
     # broken something major:
-    tox -e flake8
-    tox -e py37-core
+    tox run -e flake8
+    tox run -e py38-core
 
     # You can also test particular files for even faster iterations
-    tox -e py37-core test/rpc_test.py
+    tox run -e py38-core -- test/rpc_test.py
 
     # The visualiser tests require phantomjs to be installed on your path
-    tox -e visualiser
+    tox run -e visualiser
 
     # And some of the others involve downloading and running Hadoop:
-    tox -e py33-cdh
-    tox -e py34-hdp
+    tox run -e py38-cdh
+    tox run -e py39-hdp
 
-Where ``flake8`` is the lint checking, ``py37`` is obviously Python 3.7.
+Where ``flake8`` is the lint checking, ``py38`` is obviously Python 3.8.
 ``core`` are tests that do not require external components and ``cdh`` and
 ``hdp`` are two different hadoop distributions. For most local development it's
 usually enough to run the lint checking and a python version for ``core``
@@ -45,7 +47,7 @@ For `cdh` and `hdp`, tox will download the hadoop distribution for you. You
 however have to have Java installed and the `JAVA_HOME` environment variable
 set.
 
-For more details, check out the ``.travis.yml`` and ``tox.ini`` files.
+For more details, check out the ``.github/workflows/pythonbuild.yml`` and ``tox.ini`` files.
 
 Writing documentation
 =====================
@@ -59,7 +61,7 @@ You verify that your documentation code compiles by running
 
 .. code:: bash
 
-    tox -e docs
+    tox run -e docs
 
 After that, you can check how it renders locally with your browser
 
diff --git a/MANIFEST.in b/MANIFEST.in
deleted file mode 100644
index b2c23af64a..0000000000
--- a/MANIFEST.in
+++ /dev/null
@@ -1,7 +0,0 @@
-include README.rst
-include LICENSE
-include examples/*.py
-include test/*.py
-recursive-include luigi/static *
-include luigi/templates/*.html
-
diff --git a/README.rst b/README.rst
index 6352430da0..5947f87eef 100644
--- a/README.rst
+++ b/README.rst
@@ -18,7 +18,7 @@
     :target: https://luigi.readthedocs.io/en/stable/?badge=stable
     :alt: Documentation Status
 
-Luigi is a Python (3.7, 3.8, 3.9, 3.10, 3.11, 3.12 tested) package that helps you build complex
+Luigi is a Python (3.8, 3.9, 3.10, 3.11, 3.12 tested) package that helps you build complex
 pipelines of batch jobs. It handles dependency resolution, workflow management,
 visualization, handling failures, command line integration, and much more.
 
diff --git a/RELEASE-PROCESS.rst b/RELEASE-PROCESS.rst
index f40cde583c..77ad2958e7 100644
--- a/RELEASE-PROCESS.rst
+++ b/RELEASE-PROCESS.rst
@@ -1,13 +1,14 @@
 For maintainers of Luigi, who have push access to pypi. Here's how you upload
 Luigi to pypi.
 
-#. Make sure [twine](https://pypi.org/project/twine/) is installed ``pip install twine``.
-#. Update version number in `luigi/__meta__.py`.
+#. Make sure [uv](https://github.com/astral-sh/uv) is installed ``curl -LsSf https://astral.sh/uv/install.sh | sh``.
+#. Update version number in `luigi/__version__.py`.
 #. Commit, perhaps simply with a commit message like ``Version x.y.z``.
 #. Push to GitHub at [spotify/luigi](https://github.com/spotify/luigi).
-#. Clean up previous distributions by executing ``rm -rf dist``
-#. Build a source distribution by executing ``python setup.py sdist``
-#. Upload to pypi by executing ``twine upload dist/*``
+#. Clean up previous distributions by executing ``rm -rf dist``.
+#. Build a source distribution by executing ``uv build``.
+#. Set pypi token on environment variable ``export UV_PUBLISH_TOKEN="LUIGI_PYPI_TOKEN_HERE"``.
+#. Upload to pypi by executing ``uv publish``.
 #. Add a tag on github (https://github.com/spotify/luigi/releases),
    including a handwritten changelog, possibly inspired from previous notes.
 
diff --git a/doc/conf.py b/doc/conf.py
index d1ca23dd3c..38da393ff4 100644
--- a/doc/conf.py
+++ b/doc/conf.py
@@ -67,7 +67,10 @@ def _warn_node(self, msg, node, *args, **kwargs):
 
 sphinx.environment.BuildEnvironment.warn_node = _warn_node
 
-if os.environ.get('READTHEDOCS', None) == 'True':
+# on_rtd is whether we are on readthedocs.org, this line of code grabbed from docs.readthedocs.org
+on_rtd = os.environ.get('READTHEDOCS', None) == 'True'
+
+if on_rtd:
     # Run sphinx-apidoc automatically in readthedocs
     # Taken from this: https://lists.torproject.org/pipermail/tor-commits/2012-September/046695.html
     os.system('sphinx-apidoc -o api -T ../luigi --separate')
@@ -83,7 +86,7 @@ def _warn_node(self, msg, node, *args, **kwargs):
 # -- General configuration ------------------------------------------------
 
 # If your documentation needs a minimal Sphinx version, state it here.
-needs_sphinx = '1.4.4'  # Value mirrored in doc/conf.py
+needs_sphinx = '1.4.4'  # Value mirrored in pyproject.toml
 
 # Add any Sphinx extension module names here, as strings. They can be
 # extensions coming with Sphinx (named 'sphinx.ext.*') or your custom
@@ -167,9 +170,6 @@ def _warn_node(self, msg, node, *args, **kwargs):
 # The theme to use for HTML and HTML Help pages.  See the documentation for
 # a list of builtin themes.
 
-# on_rtd is whether we are on readthedocs.org, this line of code grabbed from docs.readthedocs.org
-on_rtd = os.environ.get('READTHEDOCS', None) == 'True'
-
 if not on_rtd:  # only import and set the theme if we're building docs locally
     try:
         import sphinx_rtd_theme
diff --git a/luigi/__init__.py b/luigi/__init__.py
index f0fe6d468a..a8b9e4bb17 100644
--- a/luigi/__init__.py
+++ b/luigi/__init__.py
@@ -18,7 +18,7 @@
 Package containing core luigi functionality.
 """
 
-from luigi.__meta__ import __version__
+from luigi.__version__ import VERSION
 
 from luigi import task
 from luigi.task import (
@@ -56,6 +56,7 @@
 from luigi.event import Event
 
 
+__version__ = VERSION
 __all__ = [
     'task', 'Task', 'Config', 'ExternalTask', 'WrapperTask', 'namespace', 'auto_namespace',
     'DynamicRequirements',
diff --git a/luigi/__meta__.py b/luigi/__meta__.py
deleted file mode 100644
index 9cf515b200..0000000000
--- a/luigi/__meta__.py
+++ /dev/null
@@ -1,11 +0,0 @@
-# coding: utf-8
-
-"""
-Workflow mgmgt + task scheduling + dependency resolution.
-"""
-
-__author__ = 'The Luigi Authors'
-__contact__ = 'https://github.com/spotify/luigi'
-__license__ = 'Apache License 2.0'
-__version__ = '3.6.0'
-__status__ = 'Production'
diff --git a/luigi/__version__.py b/luigi/__version__.py
new file mode 100644
index 0000000000..45a31a0932
--- /dev/null
+++ b/luigi/__version__.py
@@ -0,0 +1,3 @@
+# coding: utf-8
+
+VERSION = '3.6.0'
diff --git a/pyproject.toml b/pyproject.toml
new file mode 100644
index 0000000000..8265c02afe
--- /dev/null
+++ b/pyproject.toml
@@ -0,0 +1,200 @@
+[build-system]
+requires = ['hatchling', 'hatch-fancy-pypi-readme']
+build-backend = 'hatchling.build'
+
+[project]
+name = "luigi"
+description = "Workflow mgmgt + task scheduling + dependency resolution."
+authors = [
+  {name = "The Luigi Authors"}
+]
+license = {file = "LICENSE"}
+requires-python = ">=3.8.0, <3.13"
+dependencies = [
+  "python-dateutil>=2.7.5,<3",
+  "tenacity>=8,<9",
+  "tornado>=5.0,<7",
+  "python-daemon<2.2.0; sys_platform == 'nt'",
+  "python-daemon; sys_platform != 'nt'",
+]
+classifiers = [
+  "Development Status :: 5 - Production/Stable",
+  "Environment :: Console",
+  "Environment :: Web Environment",
+  "Intended Audience :: Developers",
+  "Intended Audience :: System Administrators",
+  "License :: OSI Approved :: Apache Software License",
+  "Programming Language :: Python :: 3.8",
+  "Programming Language :: Python :: 3.9",
+  "Programming Language :: Python :: 3.10",
+  "Programming Language :: Python :: 3.11",
+  "Programming Language :: Python :: 3.12",
+  "Topic :: System :: Monitoring",
+]
+dynamic = ["version", "readme"]
+
+[project.urls]
+Homepage = "https://github.com/spotify/luigi"
+
+[project.scripts]
+luigi = "luigi.cmdline:luigi_run"
+luigid = "luigi.cmdline:luigid"
+luigi-grep = "luigi.tools.luigi_grep:main"
+luigi-deps = "luigi.tools.deps:main"
+luigi-deps-tree = "luigi.tools.deps_tree:main"
+
+[project.optional-dependencies]
+jsonschema = ["jsonschema"]
+prometheus = ["prometheus-client>=0.5,<0.15"]
+toml = ["toml<2.0.0"]
+
+[dependency-groups]
+# groups and dependencies should be sort in lexicographical order
+cdh = [
+  "hdfs>=2.0.4,<3.0.0",
+]
+
+common = [
+  "avro-python3",
+  "azure-storage-blob<=12.20.0",
+  "boto>=2.42,<3.0",
+  "boto3>=1.11.0",
+  "codecov>=1.4.0",
+  "coverage>=5.0,<6",
+  "datadog==0.22.0",
+  "docker>=2.1.0",
+  "elasticsearch>=1.0.0,<2.0.0",
+  "google-compute-engine",
+  "HTTPretty==0.8.10",
+  "hypothesis>=6.7.0,<7.0.0",
+  "jsonschema",
+  "mock<2.0",
+  "moto>=1.3.10,<5.0",
+  "mypy",
+  "mysql-connector-python",
+  "prometheus-client>=0.5.0,<0.15",
+  "psutil<4.0",
+  "pygments",
+  "pyhive[presto]==0.6.1",
+  "pymongo==3.4.0",
+  "pytest",
+  "pytest-cov",
+  "requests>=2.20.0,<=2.31.0",
+  "responses<1.0.0",
+  "s3transfer>=0.3,<4.0",
+  "selenium==3.0.2",
+  "sqlalchemy<1.4",
+  "toml<2.0.0",
+  "types-python-dateutil",
+  "types-requests",
+  "types-toml",
+]
+
+docs = [
+  "alabaster<0.7.13",
+  "azure-storage-blob<=12.20.0",
+  "jinja2==3.0.3",
+  "mypy",
+  "prometheus-client==0.5.0",
+  "Sphinx>=1.4.4,<2.0",
+  "sphinx_rtd_theme",
+  "sqlalchemy",
+]
+
+dropbox = [
+  "dropbox>=11.0.0",
+]
+
+gcloud = [
+  "google-api-python-client>=1.6.6,<2.0",
+  "google-auth==1.4.1",
+  "google-auth-httplib2==0.0.3",
+]
+
+hdp = [
+  "hdfs>=2.0.4,<3.0.0",
+]
+
+lint = [
+  "flake8",
+  "isort"
+]
+
+postgres = [
+  "pg8000>=1.23.0",
+  "psycopg2<3.0",
+]
+
+unixsocket = [
+  "requests-unixsocket<1.0",
+]
+
+# for tox test dependencies
+test_cdh = [
+  {include-group = "cdh"},
+  {include-group = "common"},
+]
+
+test_dropbox = [
+  {include-group = "dropbox"},
+  {include-group = "common"},
+]
+
+test_gcloud = [
+  {include-group = "gcloud"},
+  {include-group = "common"},
+]
+test_hdp = [
+  {include-group = "hdp"},
+  {include-group = "common"},
+]
+
+test_postgres = [
+  {include-group = "postgres"},
+  {include-group = "common"},
+]
+
+test_unixsocket = [
+  {include-group = "unixsocket"},
+  {include-group = "common"},
+]
+
+visualizer = [
+  "mock<2.0",
+  "selenium==3.0.2"
+]
+
+# for local development
+dev = [
+  {include-group = "gcloud"},
+  {include-group = "postgres"},
+  {include-group = "dropbox"},
+  {include-group = "cdh"}, # same deps as hdp
+  {include-group = "unixsocket"},
+  {include-group = "common"},
+  {include-group = "lint"},
+]
+
+[tool.uv]
+default-groups = ['dev']
+cache-keys = [ { file = "pyproject.toml" }, { git = true } ]
+
+[tool.hatch.version]
+path = "luigi/__version__.py"
+
+[tool.hatch.build.targets.sdist]
+include = [
+  "/LICENSE",
+  "/README.rst",
+  "/examples",
+  "/luigi",
+  "/test",
+]
+
+[tool.hatch.metadata.hooks.fancy-pypi-readme]
+content-type = "text/x-rst"
+# construct the PyPI readme from README.md and HISTORY.md
+fragments = [
+  {text = "\n.. note::\n\nFor the latest source, discussion, etc, please visit the\n`GitHub repository <https://github.com/spotify/luigi>`_\n"},
+  {path = "README.rst"},
+]
diff --git a/setup.py b/setup.py
deleted file mode 100644
index 77305b82e6..0000000000
--- a/setup.py
+++ /dev/null
@@ -1,109 +0,0 @@
-# Copyright (c) 2012 Spotify AB
-#
-# Licensed under the Apache License, Version 2.0 (the "License"); you may not
-# use this file except in compliance with the License. You may obtain a copy of
-# the License at
-#
-# http://www.apache.org/licenses/LICENSE-2.0
-#
-# Unless required by applicable law or agreed to in writing, software
-# distributed under the License is distributed on an "AS IS" BASIS, WITHOUT
-# WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. See the
-# License for the specific language governing permissions and limitations under
-# the License.
-
-import os
-import sys
-
-from setuptools import setup
-
-
-def get_static_files(path):
-    return [os.path.join(dirpath.replace("luigi/", ""), ext)
-            for (dirpath, dirnames, filenames) in os.walk(path)
-            for ext in ["*.html", "*.js", "*.css", "*.png",
-                        "*.eot", "*.svg", "*.ttf", "*.woff", "*.woff2"]]
-
-
-luigi_package_data = sum(map(get_static_files, ["luigi/static", "luigi/templates"]), ["py.typed"])
-
-readme_note = """
-.. note::
-
-   For the latest source, discussion, etc, please visit the
-   `GitHub repository <https://github.com/spotify/luigi>`_
-"""
-
-with open('README.rst') as fobj:
-    long_description = "\n\n" + readme_note + "\n\n" + fobj.read()
-
-install_requires = ['python-dateutil>=2.7.5,<3', 'tenacity>=8,<9', 'tornado>=5.0,<7']
-
-# Can't use python-daemon>=2.2.0 if on windows
-#     See https://pagure.io/python-daemon/issue/18
-if sys.platform == 'nt':
-    install_requires.append('python-daemon<2.2.0')
-else:
-    install_requires.append('python-daemon')
-
-if os.environ.get('READTHEDOCS', None) == 'True':
-    # So that we can build documentation for luigi.db_task_history and luigi.contrib.sqla
-    install_requires.append('sqlalchemy')
-    # readthedocs don't like python-daemon, see #1342
-    install_requires = [x for x in install_requires if not x.startswith('python-daemon')]
-    install_requires.append('sphinx>=1.4.4')  # Value mirrored in doc/conf.py
-
-# load meta package infos
-meta = {}
-with open("luigi/__meta__.py", "r") as f:
-    exec(f.read(), meta)
-
-setup(
-    name='luigi',
-    version=meta['__version__'],
-    description=meta['__doc__'].strip(),
-    long_description=long_description,
-    author=meta['__author__'],
-    url=meta['__contact__'],
-    license=meta['__license__'],
-    packages=[
-        'luigi',
-        'luigi.configuration',
-        'luigi.contrib',
-        'luigi.contrib.hdfs',
-        'luigi.tools'
-    ],
-    package_data={
-        'luigi': luigi_package_data
-    },
-    entry_points={
-        'console_scripts': [
-            'luigi = luigi.cmdline:luigi_run',
-            'luigid = luigi.cmdline:luigid',
-            'luigi-grep = luigi.tools.luigi_grep:main',
-            'luigi-deps = luigi.tools.deps:main',
-            'luigi-deps-tree = luigi.tools.deps_tree:main'
-        ]
-    },
-    install_requires=install_requires,
-    extras_require={
-        'jsonschema': ['jsonschema'],
-        'prometheus': ['prometheus-client>=0.5,<0.15'],
-        'toml': ['toml<2.0.0'],
-    },
-    classifiers=[
-        'Development Status :: 5 - Production/Stable',
-        'Environment :: Console',
-        'Environment :: Web Environment',
-        'Intended Audience :: Developers',
-        'Intended Audience :: System Administrators',
-        'License :: OSI Approved :: Apache Software License',
-        'Programming Language :: Python :: 3.7',
-        'Programming Language :: Python :: 3.8',
-        'Programming Language :: Python :: 3.9',
-        'Programming Language :: Python :: 3.10',
-        'Programming Language :: Python :: 3.11',
-        'Programming Language :: Python :: 3.12',
-        'Topic :: System :: Monitoring',
-    ],
-)
diff --git a/test/worker_test.py b/test/worker_test.py
index eaad63b17b..750f05b933 100644
--- a/test/worker_test.py
+++ b/test/worker_test.py
@@ -1154,7 +1154,7 @@ def test_stop_getting_new_work_assistant_keep_alive(self):
         self._test_stop_getting_new_work(keep_alive=True, assistant=True)
 
 
-class DynamicDependenciesTest(unittest.TestCase):
+class DynamicDependenciesTest(LuigiTestCase):
     n_workers = 1
     timeout = float('inf')
 
@@ -1195,7 +1195,7 @@ def test_wrapped_dynamic_requirements(self):
 
 class DynamicDependenciesWithMultipleWorkersTest(DynamicDependenciesTest):
     n_workers = 100
-    timeout = 3.0  # We run 7 tasks that take 0.5s each so it should take less than 3.5s
+    timeout = 10.0  # We run 7 tasks that take 0.5s each so it should take less than 3.5s
 
 
 class WorkerPingThreadTests(unittest.TestCase):
@@ -1606,7 +1606,7 @@ def complete(self):
         return False
 
 
-class MultipleWorkersTest(unittest.TestCase):
+class MultipleWorkersTest(LuigiTestCase):
 
     @unittest.skip('Always skip. There are many intermittent failures')
     def test_multiple_workers(self):
@@ -1745,7 +1745,7 @@ def run(self):
         f.close()
 
 
-class AssistantTest(unittest.TestCase):
+class AssistantTest(LuigiTestCase):
     def run(self, result=None):
         self.sch = Scheduler(retry_delay=100, remove_delay=1000, worker_disconnect_delay=10)
         self.assistant = Worker(scheduler=self.sch, worker_id='Y', assistant=True)
diff --git a/tox.ini b/tox.ini
index 2cf6e69e99..b5bc9a5838 100644
--- a/tox.ini
+++ b/tox.ini
@@ -1,5 +1,8 @@
 [tox]
-envlist = py{37,38,39,310,311,312}-{cdh,hdp,core,contrib,apache,aws,gcloud,postgres,unixsocket,azureblob,dropbox}, visualiser, docs, flake8
+requires =
+    tox>=4.22 # `dependency_groups` needed
+    tox-uv>=1.19
+envlist = py{38,39,310,311,312}-{cdh,hdp,core,contrib,apache,aws,gcloud,postgres,unixsocket,azureblob,dropbox}, visualiser, docs, flake8
 skipsdist = True
 
 [pytest]
@@ -20,53 +23,23 @@ markers =
     azureblob: tests related to azure
 
 [testenv]
-usedevelop = True
-install_command = pip install {opts} {packages}
-deps =
-    pytest<7.0
-    pytest-cov>=2.0,<3.0
-    mock<2.0
-    moto>=1.3.10,<5.0
-    HTTPretty==0.8.10
-    docker>=2.1.0
-    boto>=2.42,<3.0
-    boto3>=1.11.0
-    pyhive[presto]==0.6.1
-    s3transfer>=0.3,<4.0
-    sqlalchemy<1.4
-    elasticsearch>=1.0.0,<2.0.0
-    psutil<4.0
-    cdh,hdp: hdfs>=2.0.4,<3.0.0
-    postgres: psycopg2<3.0
-    postgres: pg8000>=1.23.0
-    mysql-connector-python>=8.0.12
-    py35,py36: mysql-connector-python<8.0.32
-    gcloud: google-api-python-client>=1.6.6,<2.0
-    avro-python3
-    gcloud: google-auth==1.4.1
-    gcloud: google-auth-httplib2==0.0.3
-    google-compute-engine
-    coverage>=5.0,<6
-    codecov>=1.4.0
-    requests>=2.20.0,<=2.31.0
-    unixsocket: requests-unixsocket<1.0
-    pygments
-    hypothesis>=6.7.0,<7.0.0
-    selenium==3.0.2
-    pymongo==3.4.0
-    toml<2.0.0
-    responses<1.0.0
-    azure-storage-blob<=12.20.0
-    datadog==0.22.0
-    prometheus-client>=0.5.0,<0.15
-    dropbox: dropbox>=11.0.0
-    jsonschema
-    mypy
-    types-toml
-    types-python-dateutil
-    types-requests
-passenv =
-    USER JAVA_HOME POSTGRES_USER DATAPROC_TEST_PROJECT_ID GCS_TEST_PROJECT_ID GCS_TEST_BUCKET GOOGLE_APPLICATION_CREDENTIALS TRAVIS_BUILD_ID TRAVIS TRAVIS_BRANCH TRAVIS_JOB_NUMBER TRAVIS_PULL_REQUEST TRAVIS_JOB_ID TRAVIS_REPO_SLUG TRAVIS_COMMIT CI DROPBOX_APP_TOKEN DOCKERHUB_TOKEN GITHUB_ACTIONS OVERRIDE_SKIP_CI_TESTS
+runner = uv-venv-lock-runner
+allowlist_externals = {toxinidir}/scripts/ci/*.sh
+dependency_groups =
+    core: common
+    contrib: common
+    apache: common
+    aws: common
+    postgres: test_postgres
+    mysql: common
+    scheduler: common
+    cdh: test_cdh
+    hdp: test_hdp
+    gcloud: test_gcloud
+    unixsocket: test_unixsocket
+    dropbox: test_dropbox
+    azureblob: common
+passenv = USER, JAVA_HOME, POSTGRES_USER, DATAPROC_TEST_PROJECT_ID, GCS_TEST_PROJECT_ID, GCS_TEST_BUCKET, GOOGLE_APPLICATION_CREDENTIALS, CI, DROPBOX_APP_TOKEN, DOCKERHUB_TOKEN, GITHUB_ACTIONS, OVERRIDE_SKIP_CI_TESTS
 setenv =
     LC_ALL = en_US.utf-8
     cdh: HADOOP_DISTRO=cdh
@@ -85,27 +58,25 @@ setenv =
 commands =
     cdh,hdp: {toxinidir}/scripts/ci/setup_hadoop_env.sh
     azureblob: {toxinidir}/scripts/ci/install_start_azurite.sh {toxinidir}/scripts/ci
-    python --version
+    {envpython} --version
     ## main commands
-    contrib: python test/runtests.py -m contrib {posargs:}
-    apache: python test/runtests.py -m apache {posargs:}
-    aws: python test/runtests.py -m aws {posargs:}
-    postgres: python test/runtests.py -m postgres {posargs:}
-    scheduler: python test/runtests.py -m scheduler {posargs:}
-    cdh,hdp: python test/runtests.py -m minicluster {posargs:}
-    gcloud: python test/runtests.py -m gcloud {posargs:}
-    unixsocket: python test/runtests.py -m unixsocket {posargs:}
-    dropbox: python test/runtests.py -m dropbox {posargs:}
-    azureblob: python test/runtests.py -m azureblob {posargs:}
-    core: python test/runtests.py --doctest-modules -m "not minicluster and not gcloud and not postgres and not unixsocket and not contrib and not apache and not aws and not azureblob and not dropbox" {posargs:}
+    contrib: {envpython} test/runtests.py -m contrib {posargs:}
+    apache: {envpython} test/runtests.py -m apache {posargs:}
+    aws: {envpython} test/runtests.py -m aws {posargs:}
+    postgres: {envpython} test/runtests.py -m postgres {posargs:}
+    scheduler: {envpython} test/runtests.py -m scheduler {posargs:}
+    cdh,hdp: {envpython} test/runtests.py -m minicluster {posargs:}
+    gcloud: {envpython} test/runtests.py -m gcloud {posargs:}
+    unixsocket: {envpython} test/runtests.py -m unixsocket {posargs:}
+    dropbox: {envpython} test/runtests.py -m dropbox {posargs:}
+    azureblob: {envpython} test/runtests.py -m azureblob {posargs:}
+    core: {envpython} test/runtests.py --doctest-modules -m "not minicluster and not gcloud and not postgres and not unixsocket and not contrib and not apache and not aws and not azureblob and not dropbox" {posargs:}
     ##
     azureblob: {toxinidir}/scripts/ci/stop_azurite.sh
 
 [testenv:visualiser]
-usedevelop = True
-deps =
-    mock<2.0
-    selenium==3.0.2
+runner = uv-venv-lock-runner
+dependency_groups = visualizer
 passenv = {[testenv]passenv}
 setenv =
     LC_ALL = en_US.utf-8
@@ -122,31 +93,21 @@ max-line-length = 160
 builtins = unicode
 
 [testenv:flake8]
-basepython=python3
-deps =
-    flake8>=3.2.0
+dependency_groups = lint
 commands =
-    flake8 --exclude=doc,.tox
+    flake8 --exclude=doc,.tox,.venv
     flake8 --max-line-length=100 --ignore=E265 doc
 
 [testenv:isort]
-basepython=python3
-deps = isort
+dependency_groups = lint
 commands = isort -w 120 -rc luigi test examples bin
 
 [testenv:docs]
-basepython=python3
+# need Python 3.10
+basepython = py310
 # Build documentation using sphinx.
-# Call this using `tox -e docs`.
-deps =
-    sqlalchemy
-    boto3
-    jinja2==3.0.3
-    Sphinx>=1.4.4,<2.0
-    sphinx_rtd_theme
-    azure-storage-blob<=12.20.0
-    prometheus-client==0.5.0
-    alabaster<0.7.13
+# Call this using `tox run -e docs`.
+dependency_groups = docs
 commands =
 # build API docs
     sphinx-apidoc -o doc/api -T luigi --separate
diff --git a/uv.lock b/uv.lock
new file mode 100644
index 0000000000..c1f19a2d85
--- /dev/null
+++ b/uv.lock
@@ -0,0 +1,3000 @@
+version = 1
+requires-python = ">=3.8.0, <3.13"
+resolution-markers = [
+    "python_full_version >= '3.10' and sys_platform == 'nt'",
+    "python_full_version == '3.9.*' and sys_platform == 'nt'",
+    "python_full_version >= '3.8.1' and python_full_version < '3.9' and sys_platform == 'nt'",
+    "python_full_version < '3.8.1' and sys_platform == 'nt'",
+    "python_full_version >= '3.10' and sys_platform != 'nt'",
+    "python_full_version == '3.9.*' and sys_platform != 'nt'",
+    "python_full_version >= '3.8.1' and python_full_version < '3.9' and sys_platform != 'nt'",
+    "python_full_version < '3.8.1' and sys_platform != 'nt'",
+]
+
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+name = "alabaster"
+version = "0.7.12"
+source = { registry = "https://pypi.org/simple" }
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+    { name = "requests" },
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+    { name = "responses" },
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+    { name = "selenium" },
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+    { name = "isort", version = "6.0.0", source = { registry = "https://pypi.org/simple" }, marker = "python_full_version >= '3.9'" },
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+    { name = "azure-storage-blob" },
+    { name = "boto" },
+    { name = "boto3" },
+    { name = "codecov" },
+    { name = "coverage" },
+    { name = "datadog" },
+    { name = "docker" },
+    { name = "elasticsearch" },
+    { name = "google-compute-engine" },
+    { name = "hdfs" },
+    { name = "httpretty" },
+    { name = "hypothesis", version = "6.113.0", source = { registry = "https://pypi.org/simple" }, marker = "python_full_version < '3.9'" },
+    { name = "hypothesis", version = "6.124.9", source = { registry = "https://pypi.org/simple" }, marker = "python_full_version >= '3.9'" },
+    { name = "jsonschema" },
+    { name = "mock" },
+    { name = "moto" },
+    { name = "mypy" },
+    { name = "mysql-connector-python", version = "9.0.0", source = { registry = "https://pypi.org/simple" }, marker = "python_full_version < '3.9'" },
+    { name = "mysql-connector-python", version = "9.2.0", source = { registry = "https://pypi.org/simple" }, marker = "python_full_version >= '3.9'" },
+    { name = "prometheus-client" },
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+    { name = "pytest-cov" },
+    { name = "requests" },
+    { name = "responses" },
+    { name = "s3transfer" },
+    { name = "selenium" },
+    { name = "sqlalchemy" },
+    { name = "toml" },
+    { name = "types-python-dateutil" },
+    { name = "types-requests" },
+    { name = "types-toml" },
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+    { name = "azure-storage-blob" },
+    { name = "boto" },
+    { name = "boto3" },
+    { name = "codecov" },
+    { name = "coverage" },
+    { name = "datadog" },
+    { name = "docker" },
+    { name = "dropbox" },
+    { name = "elasticsearch" },
+    { name = "google-compute-engine" },
+    { name = "httpretty" },
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+    { name = "hypothesis", version = "6.124.9", source = { registry = "https://pypi.org/simple" }, marker = "python_full_version >= '3.9'" },
+    { name = "jsonschema" },
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+    { name = "mypy" },
+    { name = "mysql-connector-python", version = "9.0.0", source = { registry = "https://pypi.org/simple" }, marker = "python_full_version < '3.9'" },
+    { name = "mysql-connector-python", version = "9.2.0", source = { registry = "https://pypi.org/simple" }, marker = "python_full_version >= '3.9'" },
+    { name = "prometheus-client" },
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+    { name = "toml" },
+    { name = "types-python-dateutil" },
+    { name = "types-requests" },
+    { name = "types-toml" },
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+    { name = "azure-storage-blob" },
+    { name = "boto" },
+    { name = "boto3" },
+    { name = "codecov" },
+    { name = "coverage" },
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+    { name = "docker" },
+    { name = "elasticsearch" },
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+    { name = "google-auth" },
+    { name = "google-auth-httplib2" },
+    { name = "google-compute-engine" },
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+    { name = "hypothesis", version = "6.124.9", source = { registry = "https://pypi.org/simple" }, marker = "python_full_version >= '3.9'" },
+    { name = "jsonschema" },
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+    { name = "toml" },
+    { name = "types-python-dateutil" },
+    { name = "types-requests" },
+    { name = "types-toml" },
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+    { name = "boto" },
+    { name = "boto3" },
+    { name = "codecov" },
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+    { name = "toml" },
+    { name = "types-python-dateutil" },
+    { name = "types-requests" },
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+    { name = "azure-storage-blob" },
+    { name = "boto" },
+    { name = "boto3" },
+    { name = "codecov" },
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+    { name = "toml" },
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+    { name = "boto" },
+    { name = "boto3" },
+    { name = "codecov" },
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+    { name = "types-toml" },
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