diff --git a/.github/workflows/test.yml b/.github/workflows/test.yml index 3d2933d..f244f9a 100644 --- a/.github/workflows/test.yml +++ b/.github/workflows/test.yml @@ -3,43 +3,28 @@ name: test on: [push, pull_request] jobs: - build: + test: runs-on: ubuntu-latest strategy: matrix: - python-version: [3.6, 3.7, 3.8] + python-version: ["3.8", "3.9", "3.10", "3.11"] steps: - - uses: actions/checkout@v2 - - name: Set up Python ${{ matrix.python-version }} - uses: actions/setup-python@v2 - with: - python-version: ${{ matrix.python-version }} - - - name: Install poetry - run: | - curl -sSL \ - "https://raw.githubusercontent.com/python-poetry/poetry/master/get-poetry.py" | python - - # Adding `poetry` to `$PATH`: - echo "$HOME/.poetry/bin" >> $GITHUB_PATH - - - name: Set up cache - uses: actions/cache@v2 - with: - path: .venv - key: venv-${{ matrix.python-version }}-${{ hashFiles('poetry.lock') }} - - name: Install dependencies - run: | - poetry config virtualenvs.in-project true - poetry install - - - name: Run checks - run: | - make test - - - name: Upload coverage to Codecov - uses: codecov/codecov-action@v1 - with: - file: ./coverage.xml - + - uses: actions/checkout@v2 + - uses: actions/setup-python@v2 + with: + python-version: ${{ matrix.python-version }} + - uses: actions/cache@v2 + with: + path: .venv + key: venv-${{ matrix.python-version }}-${{ hashFiles('poetry.lock') }} + - uses: arduino/setup-task@v1 + with: + repo-token: ${{ github.token }} + - run: task install-poetry + - run: poetry config virtualenvs.in-project true + - run: task lint + - run: task test + - uses: codecov/codecov-action@v1 + with: + file: ./coverage.xml diff --git a/.gitignore b/.gitignore index 13f35cc..9f43290 100644 --- a/.gitignore +++ b/.gitignore @@ -69,6 +69,8 @@ $RECYCLE.BIN/ __pycache__/ *.py[cod] *$py.class +.*_cache/ +/.task/ # C extensions *.so diff --git a/CONTRIBUTING.md b/CONTRIBUTING.md index 91b2525..c105753 100644 --- a/CONTRIBUTING.md +++ b/CONTRIBUTING.md @@ -46,7 +46,7 @@ We use `mypy` to run type checks on our code. To use it: ```bash -mypy mappings tests/**/*.py +mypy typed_dict tests/**/*.py ``` This step is mandatory during the CI. diff --git a/LICENSE b/LICENSE index 8690441..1d5f436 100644 --- a/LICENSE +++ b/LICENSE @@ -11,7 +11,7 @@ * Redistributions in binary form must reproduce the above copyright notice, this list of conditions and the following disclaimer in the documentation and/or other materials provided with the distribution. - * Neither the name of mappings nor the names of its contributors + * Neither the name of typed_dict nor the names of its contributors may be used to endorse or promote products derived from this software without specific prior written permission. diff --git a/Makefile b/Makefile index c26632b..c972f4a 100644 --- a/Makefile +++ b/Makefile @@ -2,7 +2,7 @@ SHELL:=/usr/bin/env bash .PHONY: lint lint: - poetry run mypy mappings tests/**/*.py + poetry run mypy poetry run flake8 . poetry run doc8 -q docs diff --git a/README.md b/README.md index def3b13..2cd4b34 100644 --- a/README.md +++ b/README.md @@ -1,21 +1,66 @@ -# mappings +# typed_dict [![Build Status](https://travis-ci.com/dry-python/mappings.svg?branch=master)](https://travis-ci.com/dry-python/mappings) [![Coverage](https://coveralls.io/repos/github/dry-python/mappings/badge.svg?branch=master)](https://coveralls.io/github/dry-python/mappings?branch=master) -[![Python Version](https://img.shields.io/pypi/pyversions/mappings.svg)](https://pypi.org/project/mappings/) +[![Python Version](https://img.shields.io/pypi/pyversions/typed-dict.svg)](https://pypi.org/project/typed-dict/) [![wemake-python-styleguide](https://img.shields.io/badge/style-wemake-000000.svg)](https://github.com/wemake-services/wemake-python-styleguide) Like attrs, but for dicts +What it can do: -## Features ++ Generate [TypedDict](https://docs.python.org/3/library/typing.html#typing.TypedDict) from pydantic models, attrs schemas, and dataclasses. ++ Validate dicts using TypedDict at runtime. -- Fully typed with annotations and checked with mypy, [PEP561 compatible](https://www.python.org/dev/peps/pep-0561/) -- Add yours! +Why it's cool: ++ Supports multiple schema formats. ++ 100% type safe. ## Installation +Install: + ```bash -pip install mappings +python3 -m pip install typed-dict +``` + +And then add in `plugins` section of the [mypy config](https://mypy.readthedocs.io/en/stable/config_file.html) (`pyproject.toml`): + +```toml +[tool.mypy] +plugins = ["typed_dict"] +``` + +## Usage + +Generate a TypedDict from a [dataclass](https://docs.python.org/3/library/dataclasses.html): + +```python +from dataclasses import dataclass +import typed_dict + +@dataclass +class User: + name: str + age: int = 99 + +UserDict = typed_dict.from_dataclass(User) ``` + +Now, you can use it in type annotations (and [mypy](https://mypy-lang.org/) will understand it): + +```python +user: UserDict = {'name': 'aragorn'} +``` + +Or with runtime type checkers, like [pydantic](https://github.com/pydantic/pydantic): + +```python +import pydantic + +user = pydantic.parse_obj_as(UserDict, {'name': 'Aragorn'}) +assert user == {'name': 'Aragorn'} +``` + +See [examples](./examples/) directory for more code. diff --git a/Taskfile.yaml b/Taskfile.yaml new file mode 100644 index 0000000..0d4a0c4 --- /dev/null +++ b/Taskfile.yaml @@ -0,0 +1,89 @@ +# https://taskfile.dev + +version: "3" + +tasks: + install-poetry: + status: + - which poetry + cmds: + - curl -sSL https://install.python-poetry.org | python3 - + + install: + sources: + - pyproject.toml + - poetry.lock + deps: + - install-poetry + cmds: + - poetry install + + pytest: + deps: + - install + cmds: + - poetry run pytest {{.CLI_ARGS}} + + mypy: + deps: + - install + cmds: + - > + poetry run mypy + --show-traceback + --enable-incomplete-feature=Unpack + {{.CLI_ARGS}} + + flake8: + deps: + - install + cmds: + - poetry run flake8 {{.CLI_ARGS}} . + + isort: + deps: + - install + cmds: + - poetry run isort {{.CLI_ARGS}} . + + poetry-check: + sources: + - pyproject.toml + deps: + - install-poetry + cmds: + - poetry check + + pip-check: + sources: + - pyproject.toml + - poetry.lock + deps: + - install + cmds: + - poetry run pip check + + format: + desc: run all code formatters + cmds: + - task: isort + + lint: + desc: run all linters + cmds: + - task: mypy + - task: flake8 + - task: poetry-check + - task: pip-check + + test: + desc: run all tests + cmds: + - task: pytest + + all: + desc: run all code formatters, linters, and tests + cmds: + - task: format + - task: lint + - task: test diff --git a/docs/conf.py b/docs/conf.py index 26fe0e1..c2cc5ff 100644 --- a/docs/conf.py +++ b/docs/conf.py @@ -14,6 +14,7 @@ import os import sys +from pathlib import Path import tomlkit @@ -23,9 +24,8 @@ # -- Project information ----------------------------------------------------- def _get_project_meta(): - with open('../pyproject.toml') as pyproject: - file_contents = pyproject.read() - + path = Path(__file__).parent.parent / 'pyproject.toml' + file_contents = path.read_text() return tomlkit.parse(file_contents)['tool']['poetry'] @@ -117,7 +117,6 @@ def _get_project_meta(): # The theme to use for HTML and HTML Help pages. See the documentation for # a list of builtin themes. -# html_theme = 'alabaster' # Theme options are theme-specific and customize the look and feel of a theme diff --git a/examples/safe_dataclass_replace.py b/examples/safe_dataclass_replace.py new file mode 100644 index 0000000..cab558d --- /dev/null +++ b/examples/safe_dataclass_replace.py @@ -0,0 +1,34 @@ +"""Type-safe `dataclass.replace`. + +This example shows how you can make a type-safe version of `dataclass.replace` +that will report if you try passing an argument that isn't a valid dataclass field +or has invalid type. +""" +from __future__ import annotations + +import dataclasses + +from typing_extensions import Unpack + +import typed_dict + + +@dataclasses.dataclass +class _User: + name: str + age: int = 99 + + +UserDict = typed_dict.from_dataclass(_User) + + +class User(_User): + # The `Unpack` support in mypy is experimental, so you need to run mypy with + # `--enable-incomplete-feature=Unpack` for it to work. + def evolve(self, **kwargs: Unpack[UserDict]) -> User: + """Create a copy of User with the given fields replaced.""" + return dataclasses.replace(self, **kwargs) + + +user = User(name='Aragorn') +user = user.evolve(age=88) # noqa: WPS432 diff --git a/examples/use_pydantic.py b/examples/use_pydantic.py new file mode 100644 index 0000000..4ff3f73 --- /dev/null +++ b/examples/use_pydantic.py @@ -0,0 +1,19 @@ +from __future__ import annotations + +from dataclasses import dataclass + +import pydantic + +import typed_dict + + +@dataclass +class User: + name: str + age: int = 99 + + +UserDict = typed_dict.from_dataclass(User) + +res = pydantic.parse_obj_as(UserDict, {'name': 'Aragorn'}) +assert res == {'name': 'Aragorn'} diff --git a/mappings/__init__.py b/mappings/__init__.py deleted file mode 100644 index 40a96af..0000000 --- a/mappings/__init__.py +++ /dev/null @@ -1 +0,0 @@ -# -*- coding: utf-8 -*- diff --git a/mappings/example.py b/mappings/example.py deleted file mode 100644 index f8dc708..0000000 --- a/mappings/example.py +++ /dev/null @@ -1,17 +0,0 @@ -# -*- coding: utf-8 -*- - - -def some_function(first: int, second: int) -> int: - """ - We use this function as an example for some real logic. - - This is how you can write a doctest: - - .. code:: python - - >>> some_function(2, 3) - 5 - - Enjoy! - """ - return first + second diff --git a/poetry.lock b/poetry.lock index 70671b9..17b286e 100644 --- a/poetry.lock +++ b/poetry.lock @@ -1,10 +1,28 @@ +# This file is automatically @generated by Poetry and should not be changed by hand. + [[package]] name = "alabaster" -version = "0.7.12" +version = "0.7.13" description = "A configurable sidebar-enabled Sphinx theme" category = "dev" optional = false +python-versions = ">=3.6" +files = [ + {file = "alabaster-0.7.13-py3-none-any.whl", hash = "sha256:1ee19aca801bbabb5ba3f5f258e4422dfa86f82f3e9cefb0859b283cdd7f62a3"}, + {file = "alabaster-0.7.13.tar.gz", hash = "sha256:a27a4a084d5e690e16e01e03ad2b2e552c61a65469419b907243193de1a84ae2"}, +] + +[[package]] +name = "appdirs" +version = "1.4.4" +description = "A small Python module for determining appropriate platform-specific dirs, e.g. a \"user data dir\"." +category = "dev" +optional = false python-versions = "*" +files = [ + {file = "appdirs-1.4.4-py2.py3-none-any.whl", hash = "sha256:a841dacd6b99318a741b166adb07e19ee71a274450e68237b4650ca1055ab128"}, + {file = "appdirs-1.4.4.tar.gz", hash = "sha256:7d5d0167b2b1ba821647616af46a749d1c653740dd0d2415100fe26e27afdf41"}, +] [[package]] name = "astor" @@ -13,261 +31,514 @@ description = "Read/rewrite/write Python ASTs" category = "dev" optional = false python-versions = "!=3.0.*,!=3.1.*,!=3.2.*,!=3.3.*,>=2.7" - 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Developers", - "Operating System :: OS Independent", - "Topic :: Software Development :: Libraries :: Python Modules", + "Development Status :: 3 - Alpha", + "Intended Audience :: Developers", + "Operating System :: OS Independent", + "Topic :: Software Development :: Libraries :: Python Modules", ] [tool.poetry.dependencies] -python = ">=3.6,<3.9" +python = ">=3.8,<3.11" +mypy = "*" +typing-extensions = "^4.5.0" [tool.poetry.dev-dependencies] -mypy = "^0.780" +wemake-python-styleguide = "*" +flake8-pytest-style = "*" +requests-cache = "0.9.2" # https://github.com/andreoliwa/nitpick/issues/514 + +safety = "*" + +pydantic = "*" +pytest = "*" +pytest-cov = "*" +pytest-mypy-plugins = "*" +pytest-randomly = "*" -wemake-python-styleguide = "^0.14" -flake8-pytest-style = "^1.2" -nitpick = "^0.22" +sphinx = "*" +sphinx-autodoc-typehints = "*" +doc8 = "*" +m2r2 = "*" +tomlkit = "*" -safety = "^1.9" +[tool.mypy] +files = ["typed_dict", "tests", "examples"] +python_version = "3.8" +plugins = ["typed_dict"] -pytest = "^5.4" -pytest-cov = "^2.10" -pytest-randomly = "^3.4" +allow_redefinition = false +check_untyped_defs = true +disallow_any_generics = true +disallow_untyped_calls = true +ignore_errors = false +ignore_missing_imports = true +implicit_reexport = false +local_partial_types = true +strict_optional = true +strict_equality = true +no_implicit_optional = true +warn_no_return = true +warn_unused_ignores = true +warn_redundant_casts = true +warn_unused_configs = true +warn_unreachable = true + + +[tool.pytest.ini_options] +norecursedirs = [ + "docs", + "examples", +] +markers = [ + "integration", +] +addopts = [ + "--strict-markers", + "--tb=short", + "--doctest-modules", + "--cov=typed_dict", + "--cov-report=term:skip-covered", + "--cov-report=html", + "--cov-report=xml", + "--cov-branch", + "--cov-fail-under=75", + "--mypy-same-process", + "--mypy-ini-file=test-mypy.ini", +] -sphinx = "^3.1" -sphinx-autodoc-typehints = "^1.11" -doc8 = "^0.8" -m2r2 = "^0.2" -tomlkit = "^0.6" +[tool.isort] +profile = "wemake" diff --git a/setup.cfg b/setup.cfg index 4e27107..94544be 100644 --- a/setup.cfg +++ b/setup.cfg @@ -3,91 +3,38 @@ # https://docs.python.org/3/distutils/configfile.html [flake8] -# Base flake8 configuration: -# https://flake8.pycqa.org/en/latest/user/configuration.html -format = wemake +strictness = long +docstring-style = numpy show-source = True statistics = False doctests = True - -# Plugins: max-complexity = 6 -max-line-length = 80 - -# wemake-python-styleguide settings: +max-line-length = 90 i-control-code = False - -# Disable some pydocstyle checks: -# Exclude some pydoctest checks globally: -ignore = D100, D104, D106, D401, W504, X100, RST303, RST304, DAR103, DAR203 - -# Excluding some directories: +ignore = + D100 + D401 + DAR103 + S101 # allow `assert` + WPS100 # allow bad module names + WPS111 # allow short names + WPS300 # allow local imports + WPS305 # allow f-strings + WPS306 # allows classes without base + WPS347 # don't shame for importing vague names + WPS436 # allow "private" imports + WPS602 # allow `@staticmethod` + X100 exclude = - .git - __pycache__ - .venv - .eggs - *.egg - -# Ignoring some errors in some files: + .git + __pycache__ + .venv + .eggs + *.egg per-file-ignores = - # Enable `assert` keyword and magic numbers for tests: - tests/*.py: S101, WPS226, WPS432 - - -[isort] -# isort configuration: -# https://github.com/timothycrosley/isort/wiki/isort-Settings -include_trailing_comma = true -use_parentheses = true -default_section = FIRSTPARTY -# See https://github.com/timothycrosley/isort#multi-line-output-modes -multi_line_output = 3 -line_length = 80 - - -[darglint] -# darglint configuration: -# https://github.com/terrencepreilly/darglint -strictness = long - - -[tool:pytest] -# Directories that are not visited by pytest collector: -norecursedirs = *.egg .eggs dist build docs .tox .git __pycache__ - -# Extra options: -addopts = - --strict - --tb=short - --doctest-modules - --cov=mappings - --cov-report=term:skip-covered - --cov-report=html - --cov-branch - --cov-fail-under=100 - - -[mypy] -# mypy configurations: http://bit.ly/2zEl9WI -allow_redefinition = False -check_untyped_defs = True -disallow_any_explicit = True -disallow_any_generics = True -disallow_untyped_calls = True -ignore_errors = False -ignore_missing_imports = True -implicit_reexport = False -local_partial_types = True -strict_optional = True -strict_equality = True -no_implicit_optional = True -warn_no_return = True -warn_unused_ignores = True -warn_redundant_casts = True -warn_unused_configs = True -warn_unreachable = True - + tests/*.py: WPS116, WPS226, WPS431, WPS432, D, S + examples/*.py: S101, D103, D101 + types/*.py: WPS111, WPS226, D [doc8] # doc8 configuration: https://pypi.org/project/doc8/ diff --git a/test-mypy.ini b/test-mypy.ini new file mode 100644 index 0000000..f6a0bff --- /dev/null +++ b/test-mypy.ini @@ -0,0 +1,4 @@ +[mypy] +python_version = 3.8 +plugins = typed_dict +follow_imports = silent diff --git a/mappings/py.typed b/tests/__init__.py similarity index 100% rename from mappings/py.typed rename to tests/__init__.py diff --git a/tests/test_example/test_some_function.py b/tests/test_example/test_some_function.py deleted file mode 100644 index 85e3f40..0000000 --- a/tests/test_example/test_some_function.py +++ /dev/null @@ -1,16 +0,0 @@ -# -*- coding: utf-8 -*- - -import pytest - -from mappings.example import some_function - - -@pytest.mark.parametrize(('first', 'second', 'expected'), [ - (1, 2, 3), - (2, 4, 6), - (-2, -3, -5), - (-5, 5, 0), -]) -def test_some_function(first, second, expected): - """Example test with parametrization.""" - assert some_function(first, second) == expected diff --git a/tests/test_examples.py b/tests/test_examples.py new file mode 100644 index 0000000..6d88063 --- /dev/null +++ b/tests/test_examples.py @@ -0,0 +1,16 @@ +from __future__ import annotations + +import subprocess +import sys +from pathlib import Path + +import pytest + +ROOT = Path(__file__).parent.parent + + +@pytest.mark.parametrize('path', (ROOT / 'examples').iterdir()) +def test_example(path: Path) -> None: + cmd = [sys.executable, str(path)] + res = subprocess.run(cmd) + res.check_returncode() diff --git a/tests/test_from.py b/tests/test_from.py new file mode 100644 index 0000000..57ff507 --- /dev/null +++ b/tests/test_from.py @@ -0,0 +1,54 @@ +from dataclasses import dataclass + +from typing_extensions import NotRequired, TypedDict + +import typed_dict + + +def compare_typed_dicts(actual: object, expected: object) -> None: + attrs = ( + '__annotations__', + '__required_keys__', + '__optional_keys__', + '__total__', + ) + for attr in attrs: + assert getattr(actual, attr) == getattr(expected, attr) + + +def test_from_dataclass(): + @dataclass + class User: + name: str + + class UserDict(TypedDict): + name: str + + actual = typed_dict.from_dataclass(User) + compare_typed_dicts(actual, UserDict) + + +def test_from_dataclass__not_total(): + @dataclass + class User: + name: str + + class UserDict(TypedDict, total=False): + name: str + + actual = typed_dict.from_dataclass(User, total=False) + compare_typed_dicts(actual, UserDict) + + +def test_from_dataclass__default_value(): + """If a dataclass field has a default value, the field is not required. + """ + @dataclass + class User: + name: str = '' + + class UserDict(TypedDict): + name: NotRequired[str] + + actual = typed_dict.from_dataclass(User) + compare_typed_dicts(actual, UserDict) diff --git a/tests/test_integration.py b/tests/test_integration.py new file mode 100644 index 0000000..804cc09 --- /dev/null +++ b/tests/test_integration.py @@ -0,0 +1,35 @@ +from __future__ import annotations + +from dataclasses import dataclass + +import pydantic +import pytest + +import typed_dict + + +@dataclass +class User: + name: str + age: int = 99 + + +ok = True + + +@pytest.mark.parametrize(('given', 'expected_ok'), [ + ({'name': 'Aragorn'}, ok), + ({'name': 'Aragorn', 'age': 88}, ok), + + ({}, not ok), + ({'age': 88}, not ok), + ({'name': 'Aragorn', 'age': 'idk'}, not ok), +]) +def test_pydantic_validation(given: object, expected_ok: bool) -> None: + user_dict = typed_dict.from_dataclass(User) + try: + pydantic.parse_obj_as(user_dict, given) + except pydantic.ValidationError: + assert not expected_ok, 'expected to pass but failed' + else: + assert expected_ok, 'expected to fail but passed' diff --git a/typed_dict/__init__.py b/typed_dict/__init__.py new file mode 100644 index 0000000..4ea3855 --- /dev/null +++ b/typed_dict/__init__.py @@ -0,0 +1,8 @@ +"""A library to generate TypedDict from different types, with mypy support.""" +from ._from import from_dataclass +from ._mypy_plugin import plugin + +__all__ = [ # noqa: WPS410 + 'from_dataclass', + 'plugin', +] diff --git a/typed_dict/_from.py b/typed_dict/_from.py new file mode 100644 index 0000000..512a5b9 --- /dev/null +++ b/typed_dict/_from.py @@ -0,0 +1,100 @@ +from __future__ import annotations + +import dataclasses +import inspect +from types import FunctionType +from typing import Any + +from typing_extensions import NotRequired, TypedDict + +from ._types import DataclassType, TypedDictType + + +def from_function( + func: FunctionType, + *, + total: bool = True, + skip_self: bool = False, +) -> type[TypedDictType]: + """Generate TypedDict from a function signature. + + Parameters + ---------- + func + the function to convert. + total + set to False to make all fields optional. + skip_self + don't include the first function argument + (if called ``self`` or ``cls``). + + Returns + ------- + TypedDictType + The generated TypedDict subclass. + """ + sig = inspect.Signature.from_callable(func) + fields: dict[str, object] = {} + for name, func_param in sig.parameters.items(): + if skip_self and name in {'self', 'cls'}: + continue + skip_self = False # self may come only on the first position + fields[name] = _get_func_field_type(func_param) + return TypedDict( + func.__name__, # type: ignore[operator] + fields, + total=total, + ) + + +def _get_func_field_type(func_param: inspect.Parameter) -> object: + field_type: object = func_param.annotation + if field_type is func_param.empty: + field_type = Any + if func_param.default is not func_param.empty: + field_type = NotRequired[field_type] # pyright: ignore + return field_type + + +# TODO: `recursive` flag. +def from_dataclass( + schema: type[DataclassType], + *, + total: bool = True, + init: bool = False, +) -> type[TypedDictType]: + """Generate TypedDict from a dataclass. + + Parameters + ---------- + schema + the dataclass to convert. + total + set to False to make all fields optional. + init + only include fields present in ``__init__``. + + Returns + ------- + TypedDictType + The generated TypedDict subclass. + """ + fields: dict[str, object] = {} + for field in dataclasses.fields(schema): + if init and not field.init: + continue + field_type: object = field.type + if total and _dataclass_field_has_default(field): + field_type = NotRequired[field_type] # pyright: ignore + fields[field.name] = field_type + return TypedDict( + schema.__name__, # type: ignore[operator] + fields, + total=total, + ) + + +def _dataclass_field_has_default(field: dataclasses.Field[object]) -> bool: + if field.default is not dataclasses.MISSING: + return True + return field.default_factory is not dataclasses.MISSING diff --git a/typed_dict/_mypy_ast.py b/typed_dict/_mypy_ast.py new file mode 100644 index 0000000..646374d --- /dev/null +++ b/typed_dict/_mypy_ast.py @@ -0,0 +1,127 @@ +from __future__ import annotations + +from dataclasses import dataclass + +from mypy import nodes, types +from mypy.plugin import SemanticAnalyzerPluginInterface + +FALLBACKS = ( + 'typing._TypedDict', + 'typing_extensions._TypedDict', + 'mypy_extensions._TypedDict', +) + + +@dataclass(frozen=True) +class Field: + """Information about a TypedDict field.""" + + name: str + type: types.Type | None + required: bool + + +@dataclass(frozen=True) +class Model: + """Container for information required to build a TypedDict.""" + + name: str + fields: list[Field] + + @classmethod + def from_dataclass(cls, target: nodes.TypeInfo) -> Model: + """Parse dataclass mypy node into a Model. + + If the target is a name defined in the current file, the plugin is executed + before mypy generates `__init__` for dataclass. In that case, we generate + a Model from the statically defined class attributes. + + If the target is deifned in another already analyzed module, + `__init__` is already generated by mypy, and we can use it. + """ + if '__dataclass_fields__' in target.names: + model = cls.from_init(target) + if model is not None: + return model + return cls.from_attrs(target) + + @classmethod + def from_attrs(cls, target: nodes.TypeInfo) -> Model: + """Parse target class attributes into a Model.""" + fields = [] + for name, node in target.names.items(): + fields.append(Field( + name=name, + type=node.type, + required=False, + )) + return cls( + name=target.name, + fields=fields, + ) + + @classmethod + def from_init(cls, target: nodes.TypeInfo) -> Model | None: + """Parse `__init__` method of the target class into a Model.""" + init = target.get_method('__init__') + if not isinstance(init, nodes.FuncDef): + return None + if not isinstance(init.type, types.CallableType): + return None + return cls( + name=target.name, + fields=cls._field_from_callable(init.type, skip_self=True), + ) + + def as_type_info( + self, + api: SemanticAnalyzerPluginInterface, + line: int, + ) -> nodes.TypeInfo: + """Represent the Model as TypeInfo for a TypedDict.""" + fallback = self._get_fallback(api) + type_info = api.basic_new_typeinfo(self.name, fallback, line) + any_type = api.lookup_fully_qualified('typing.Any').type + assert any_type is not None + type_info.update_typeddict_type( + types.TypedDictType( + items={f.name: f.type or any_type for f in self.fields}, + required_keys={f.name for f in self.fields if f.required}, + fallback=fallback, + ), + ) + return type_info + + @staticmethod + def _field_from_callable( + type_info: types.CallableType, + *, + skip_self: bool, + ) -> list[Field]: + fields = [] + args_info = zip( + type_info.arg_names, + type_info.arg_types, + type_info.arg_kinds, + ) + if skip_self and type_info.arg_names[0] == 'self': + next(args_info) + for aname, atype, akind in args_info: + if aname is None: + continue + fields.append(Field( + name=aname, + type=atype, + required=akind.is_required(), + )) + return fields + + def _get_fallback( + self, + api: SemanticAnalyzerPluginInterface, + ) -> types.Instance: + for name in FALLBACKS: + fallback = api.named_type_or_none(name, []) + if fallback is not None: + return fallback + raise LookupError('cannot find fallback type for TypedDict') diff --git a/typed_dict/_mypy_plugin.py b/typed_dict/_mypy_plugin.py new file mode 100644 index 0000000..2790ed6 --- /dev/null +++ b/typed_dict/_mypy_plugin.py @@ -0,0 +1,51 @@ +from __future__ import annotations + +from typing import Callable + +from mypy import nodes +from mypy.plugin import DynamicClassDefContext, Plugin + +from ._from import from_dataclass +from ._mypy_ast import Model + +FROM_DATACLASS_FULLNAME = f'{from_dataclass.__module__}.{from_dataclass.__qualname__}' +FALLBACKS = ( + 'typing._TypedDict', + 'typing_extensions._TypedDict', + 'mypy_extensions._TypedDict', +) + + +class TypedDictPlugin(Plugin): + """Mypy plugin to generate TypedDict. + + https://mypy.readthedocs.io/en/stable/extending_mypy.html + """ + + def get_dynamic_class_hook( + self, + fullname: str, + ) -> Callable[[DynamicClassDefContext], None] | None: + """Implements mypy callback.""" + if fullname == FROM_DATACLASS_FULLNAME: + return self._from_dataclass_callback + return None + + def _from_dataclass_callback( + self, + ctx: DynamicClassDefContext, + ) -> None: + first_arg = ctx.call.args[0] + if not isinstance(first_arg, (nodes.NameExpr, nodes.MemberExpr)): + return + if not isinstance(first_arg.node, nodes.TypeInfo): + return + model = Model.from_dataclass(first_arg.node) + type_info = model.as_type_info(api=ctx.api, line=ctx.call.line) + stnode = nodes.SymbolTableNode(kind=nodes.GDEF, node=type_info) + ctx.api.add_symbol_table_node(ctx.name, stnode) + + +def plugin(version: str) -> type[Plugin]: + """Mypy plugin entry point.""" + return TypedDictPlugin diff --git a/typed_dict/_types.py b/typed_dict/_types.py new file mode 100644 index 0000000..56d9580 --- /dev/null +++ b/typed_dict/_types.py @@ -0,0 +1,18 @@ +from __future__ import annotations + +from dataclasses import Field +from typing import Any, ClassVar, Protocol + + +class TypedDictType(Protocol): + """A class inherited from `typing_extensions.TypedDict`.""" + + __required_keys__: ClassVar[frozenset[str]] + __optional_keys__: ClassVar[frozenset[str]] + __total__: ClassVar[bool] + + +class DataclassType(Protocol): + """A class decorated with `@dataclasses.dataclass`.""" + + __dataclass_fields__: ClassVar[dict[str, Field[Any]]] # noqa: WPS234 diff --git a/typed_dict/py.typed b/typed_dict/py.typed new file mode 100644 index 0000000..e69de29 diff --git a/types/test_from_dataclass.yml b/types/test_from_dataclass.yml new file mode 100644 index 0000000..4a37467 --- /dev/null +++ b/types/test_from_dataclass.yml @@ -0,0 +1,59 @@ +- case: from_dataclass_same_file + main: | + from __future__ import annotations + from dataclasses import dataclass + import typed_dict + + @dataclass + class User: + name: str + age: int = 99 + + UDict = typed_dict.from_dataclass(User) + _1: UDict = {'name': 'aragorn', 'age': 88} + _2: UDict = {'name': 'aragorn'} + _3: UDict = {{ val }} # E: Incompatible types (expression has type "{{ act }}", TypedDict item "{{ field }}" has type "{{ exp }}") [typeddict-item] + + parametrized: + - val: "{'name': 88}" + field: name + act: int + exp: str + - val: "{'name': 'aragorn', 'age': 'idk'}" + field: age + act: str + exp: int + +- case: from_dataclass_imports + + files: + - path: helpers.py + content: | + from __future__ import annotations + from dataclasses import dataclass + + @dataclass + class User: + name: str + age: int = 99 + + main: | + from __future__ import annotations + from dataclasses import dataclass + import typed_dict + from helpers import User + + UDict = typed_dict.from_dataclass(User) + _1: UDict = {'name': 'aragorn', 'age': 88} + _2: UDict = {'name': 'aragorn'} + _3: UDict = {{ val }} # E: Incompatible types (expression has type "{{ act }}", TypedDict item "{{ field }}" has type "{{ exp }}") [typeddict-item] + + parametrized: + - val: "{'name': 88}" + field: name + act: int + exp: str + - val: "{'name': 'aragorn', 'age': 'idk'}" + field: age + act: str + exp: int