Refactor/migrate to uv

.github/workflows/build-docs.yaml

@@ -31,11 +31,6 @@ jobs:
           fetch-depth: 0
           fetch-tags: true
 
-      - name: Set up Python 3.10
-        uses: actions/setup-python@v5
-        with:
-          python-version: "3.10"
-
       - name: Cache Hugging Face
         id: cache-hf
         uses: actions/cache@v4
@@ -47,25 +42,30 @@ jobs:
         run: |
           sudo apt install pandoc
 
+      - name: Install uv
+        uses: astral-sh/setup-uv@v6
+        with:
+          version: "0.8.8"
+
       - name: Install dependencies
         run: |
-          pip install .[docs]
+          uv sync --group docs
 
       - name: Run tests
         if: github.event_name != 'workflow_dispatch'
         run: |
           echo "Testing documentation build..."
-          python -m sphinx build -b doctest docs/source docs/build/html
+          make test-docs
 
       - name: Build documentation
         if: ${{ github.ref == 'refs/heads/dev' }} && github.event_name != 'workflow_dispatch'
         run: |
-          python -m sphinx build -b html docs/source docs/build/html
+          make docs
 
       - name: build multiversion documentation
         if: github.event_name == 'release' || github.event_name == 'workflow_dispatch'
         run: |
-          sphinx-multiversion docs/source docs/build/html
+          make multi-version-docs
 
       - name: Deploy to GitHub Pages
         uses: peaceiris/actions-gh-pages@v3

.github/workflows/check-schema.yaml

@@ -16,18 +16,18 @@ jobs:
       with:
         ref: ${{ github.head_ref }}
 
-    - name: Set up Python
-      uses: actions/setup-python@v5
+    - name: Install uv
+      uses: astral-sh/setup-uv@v6
       with:
-        python-version: '3.10'
+        version: "0.8.8"
 
     - name: Install dependencies
       run: |
-        pip install .
+        uv sync
 
     - name: Generate JSON Schema
       run: |
-        python -m scripts.generate_json_schema_config
+        uv run python -m scripts.generate_json_schema_config
 
     - name: Check for changes in JSON Schema
       id: check_changes

.github/workflows/reusable-test.yaml

@@ -31,16 +31,16 @@ jobs:
         path: ~/.cache/huggingface
         key: ${{ runner.os }}-hf
 
-    - name: Setup Python ${{ matrix.python-version }}
-      uses: actions/setup-python@v5
+    - name: Install uv
+      uses: astral-sh/setup-uv@v6
       with:
-        python-version: ${{ matrix.python-version }}
-        cache: "pip"
+        version: "0.8.8"
 
-    - name: Install dependencies
+    - name: Install dependencies for Python ${{ matrix.python-version }}
       run: |
-        pip install .[test]
+        uv python pin ${{ matrix.python-version }}
+        uv sync --group test
 
     - name: Run tests
       run: |
-        ${{ inputs.test_command }}
+        uv run ${{ inputs.test_command }}

.github/workflows/typing.yml

@@ -9,11 +9,16 @@ jobs:
       - uses: actions/setup-python@v5
         with:
           python-version: "3.10"
-          cache: "pip"
+
+      - name: Install uv
+        uses: astral-sh/setup-uv@v6
+        with:
+          version: "0.8.8"
 
       - name: Install dependencies
         run: |
-          pip install .[typing]
+          uv lock
+          uv sync --group typing
 
       - name: Run mypy
-        run: mypy autointent
+        run: uv run mypy src/autointent

.gitignore

@@ -172,7 +172,7 @@ data/RuBanking77
 data/RuClinc150
 data/RuSnips
 eurlex.json
-poetry.lock
+uv.lock
 
 indexes_dirnames.json
 tests_logs

CONTRIBUTING.md

@@ -2,11 +2,11 @@
 
 ## Minimum Configuration
 
-We use `poetry` as our dependency manager and packager.
+We use `uv` as our dependency manager and packager.
 
-1. Install `poetry`. We recommend referring to the official documentation section [Installation with the official installer](https://python-poetry.org/docs/#installing-with-the-official-installer). In short, you just need to run:
+1. Install `uv`. We recommend referring to the documentations on [installing uv](https://docs.astral.sh/uv/#installation). In short, you just need to run:
 ```bash
-curl -sSL https://install.python-poetry.org | python3 -
+curl -LsSf https://astral.sh/uv/install.sh | sh
 ```
 
 2. Clone the project and navigate to the root directory
@@ -45,7 +45,7 @@ make test
 ```
 Or run a specific test (using `test_bert.py` as an example):
 ```bash
-poetry run pytest tests/modules/scoring/test_bert.py
+uv run pytest tests/modules/scoring/test_bert.py
 ```
 - Check code style (it also applies formatter)
 ```bash
@@ -57,7 +57,7 @@ make typing
 ```
 Note: If mypy shows different errors locally compared to github actions, you should update your local dependencies:
 ```bash
-make update
+make install
 ```
 But it still doesn't guarantee that the local type checker will give the same errors as CI. This is because CI is configured to check on Python 3.10 and your local python version is probably the latest one.
 

Makefile

@@ -1,47 +1,47 @@
+.PHONY: all
+all: lint
+
 .DEFAULT_GOAL := all
-poetry = poetry run
+
+sh = uv run --no-sync --frozen
 
 .PHONY: install
 install:
-	poetry install --extras "dev test typing docs"
+	rm -rf uv.lock 
+	uv sync --all-groups
 
 .PHONY: test
 test:
-	$(poetry) pytest tests --cov
+	$(sh) pytest tests --cov
 
 .PHONY: test-html
 test-html:
-	$(poetry) pytest --cov --cov-report html
+	$(sh) pytest --cov --cov-report html
 
 .PHONY: typing
 typing:
-	$(poetry) mypy autointent
+	$(sh) mypy src/autointent
 
 .PHONY: lint
 lint:
-	$(poetry) ruff format
-	$(poetry) ruff check --fix
-
-.PHONY: update
-update:
-	rm -f poetry.lock
-	poetry install --extras "dev test typing docs"
+	$(sh) ruff format
+	$(sh) ruff check --fix
 
 .PHONY: docs
 docs:
-	$(poetry) python -m sphinx build -b html docs/source docs/build/html
+	$(sh) python -m sphinx build -b html docs/source docs/build/html
 
 .PHONY: test-docs
 test-docs:
-	$(poetry) python -m sphinx build -b doctest docs/source docs/build/html
+	$(sh) python -m sphinx build -b doctest docs/source docs/build/html
 
 .PHONY: serve-docs
 serve-docs:
-	$(poetry) python -m http.server -d docs/build/html 8333
+	$(sh) python -m http.server -d docs/build/html 8333
 
 .PHONY: multi-version-docs
 multi-version-docs:
-	$(poetry) sphinx-multiversion docs/source docs/build/html
+	$(sh) sphinx-multiversion docs/source docs/build/html
 
 .PHONY: clean-docs
 clean-docs:
@@ -51,7 +51,5 @@ clean-docs:
 
 .PHONY: schema
 schema:
-	$(poetry) python -m scripts.generate_json_schema_config
+	$(sh) python -m scripts.generate_json_schema_config
 
-.PHONY: all
-all: lint

docs/source/conf.py

@@ -72,7 +72,7 @@
 }
 
 autoapi_keep_files = True
-autoapi_dirs = [Path.cwd().parent.parent / "autointent"]
+autoapi_dirs = [Path.cwd().parent.parent / "src/autointent"]
 autoapi_options = [
     "members",
     "undoc-members",

pyproject.toml

@@ -29,7 +29,7 @@ classifiers=[
     'Framework :: Sphinx',
     'Typing :: Typed',
 ]
-requires-python = ">=3.10,<4.0"
+requires-python = ">=3.10,<3.13"
 dependencies = [
     "sentence-transformers (>=3,<4)",
     "scikit-learn (>=1.5,<2.0)",
@@ -52,11 +52,46 @@ dependencies = [
 ]
 
 [project.optional-dependencies]
-dev = [
-    "tach (>=0.11.3,<1.0.0)",
+dspy = [
+    "dspy (>=2.6.5,<3.0.0)",
+]
+wandb = [
+    "wandb (>=0.19.10,<1.0.0)",
+]
+codecarbon = [
+    "codecarbon (==3.0.0)",
+    "pynvml (>=8.0.4, <12.0.0)", # to avoid "attribute nvmlDeviceGetTotalEnergyConsumption not found" error
+]
+fastapi = [
+    "fastapi (>=0.115, <1.0)",
+    "uvicorn (>=0.24, <1.0)",
+    "pydantic-settings (>=2.0, <3.0)"
+]
+fastmcp = [
+    "pydantic-settings (>=2.0, <3.0)",
+    "fastmcp (>=2.11.3, <3.0)"
+]
+opensearch = [
+    "opensearch-py (>=3.0.0, <4.0.0)",
+]
+
+[tool.uv]
+conflicts = [
+    [
+        { extra = "codecarbon" },
+        { extra = "fastmcp" },
+    ]
+]
+
+[dependency-groups]
+nb = [
     "ipykernel (>=6.29.5,<7.0.0)",
     "ipywidgets (>=8.1.5,<9.0.0)",
+]
+lint = [
     "ruff (==0.8.4)",
+]
+sentencepiece = [
     "sentencepiece (>=0.2.0,<0.3.0)",
 ]
 test = [
@@ -90,28 +125,6 @@ docs = [
     "sphinx-toolbox  (>=4.0.0,<5.0.0)",
     "sphinx-llms-txt (>=0.3.0,<0.4.0)"
 ]
-dspy = [
-    "dspy (>=2.6.5,<3.0.0)",
-]
-wandb = [
-    "wandb (>=0.19.10,<1.0.0)",
-]
-# codecarbon = [
-#     "codecarbon (>=3.0.2, <3.1.0)",
-#     "pynvml (>=8.0.4, <12.0.0)", # to avoid "attribute nvmlDeviceGetTotalEnergyConsumption not found" error
-# ]
-fastapi = [
-    "fastapi (>=0.115, <1.0)",
-    "uvicorn (>=0.24, <1.0)",
-    "pydantic-settings (>=2.0, <3.0)"
-]
-fastmcp = [
-    "pydantic-settings (>=2.0, <3.0)",
-    "fastmcp (>=2.11.3, <3.0)"
-]
-opensearch = [
-    "opensearch-py (>=3.0.0, <4.0.0)",
-]
 
 [project.urls]
 Homepage = "https://deeppavlov.github.io/AutoIntent/"
@@ -121,8 +134,10 @@ Documentation = "https://deeppavlov.github.io/AutoIntent/"
 [project.scripts]
 "basic-aug" = "autointent.generation.utterances.basic.cli:main"
 "evolution-aug" = "autointent.generation.utterances.evolution.cli:main"
-"autointent-mcp" = "autointent.server.mcp:main"
-"autointent-http" = "autointent.server.http:main"
+
+[build-system]
+requires = ["uv_build>=0.8.7,<0.9.0"]
+build-backend = "uv_build"
 
 [tool.ruff]
 line-length = 120
@@ -145,11 +160,11 @@ ignore = [
 
 [tool.ruff.lint.per-file-ignores]
 "__init__.py" = ["F401", "D104"]
-"autointent/__init__.py" = ["I001"]
-"autointent/_wrappers/__init__.py" = ["I001"]
+"src/autointent/__init__.py" = ["I001"]
+"src/autointent/_wrappers/__init__.py" = ["I001"]
 "tests/*.py" = ["S", "PLR2004", "ERA", "D", "ANN", "SLF"]
 "tests/context/datahandler/test_data_handler.py" = ["PT011"]
-"autointent/modules/*" = ["ARG002", "ARG003"]  # unused argument
+"src/autointent/modules/*" = ["ARG002", "ARG003"]  # unused argument
 "docs/*" = ["INP001", "A001", "D"]
 "*/utils.py" = ["D104", "D100"]
 "*user_guides/*" = ["B018", "E501", "INP001", "T", "D", "E402", "I001", "W292", "ANN202", "ANN001", "ANN201", "PLR2004"]
@@ -160,17 +175,12 @@ max-args = 10
 [tool.ruff.lint.pydocstyle]
 convention = "google"
 
-
-[build-system]
-requires = ["poetry-core>=2.0"]
-build-backend = "poetry.core.masonry.api"
-
 [tool.pytest.ini_options]
 minversion = "8.0"
 testpaths = [
     "tests",
 ]
-pythonpath = "autointent"
+pythonpath = "src/autointent"
 # `--cov` option breaks pycharm's test debugger
 addopts = """
     -m "not transformers"
@@ -210,7 +220,7 @@ omit = [
 
 [tool.coverage.paths]
 source = [
-    "autointent/",
+    "src/autointent/",
 ]
 
 [tool.coverage.report]
@@ -227,7 +237,7 @@ local_partial_types = true
 plugins = [
     "pydantic.mypy",
 ]
-mypy_path = "autointent"
+mypy_path = "src/autointent"
 disable_error_code = ["override"]
 
 [[tool.mypy.overrides]]
@@ -268,4 +278,3 @@ module = [
     "autointent.server.mcp",
 ]
 ignore_errors = true
-