diff --git a/.gitignore b/.gitignore new file mode 100644 index 0000000..cf664c8 --- /dev/null +++ b/.gitignore @@ -0,0 +1,75 @@ +*.py[cod] +__pycache__ + +# C extensions +*.so + +# Packages +*.egg +*.egg-info +dist +build +eggs +.eggs +parts +bin +var +sdist +wheelhouse +develop-eggs +.installed.cfg +lib +lib64 +venv*/ +pyvenv*/ +pip-wheel-metadata/ + +# Installer logs +pip-log.txt + +# Unit test / coverage reports +.coverage +.tox +.coverage.* +.pytest_cache/ +nosetests.xml +coverage.xml +htmlcov + +# Translations +*.mo + +# Mr Developer +.mr.developer.cfg +.project +.pydevproject +.idea +*.iml +*.komodoproject + +# Complexity +output/*.html +output/*/index.html + +# Sphinx +docs/_build + +.DS_Store +*~ +.*.sw[po] +.build +.ve +.env +.cache +.pytest +.benchmarks +.bootstrap +.appveyor.token +*.bak +**/pytest.log + +# Mypy Cache +.mypy_cache/ + +# Template specific +local.dockerfile # only for local pycharm use diff --git a/.pre-commit-config.yaml b/.pre-commit-config.yaml new file mode 100644 index 0000000..a061e2a --- /dev/null +++ b/.pre-commit-config.yaml @@ -0,0 +1,21 @@ +--- +default_language_version: + python: python3 +repos: + - repo: https://github.com/pre-commit/pre-commit-hooks + rev: v4.5.0 + hooks: + - id: check-json + - id: check-merge-conflict + - id: debug-statements + - id: detect-private-key + - id: check-yaml + - id: check-toml + - id: end-of-file-fixer + - id: trailing-whitespace + - repo: https://github.com/astral-sh/ruff-pre-commit + rev: v0.3.4 + hooks: + - id: ruff + args: [--fix, --exit-non-zero-on-fix] + - id: ruff-format diff --git a/LICENSE b/LICENSE new file mode 100644 index 0000000..12cd026 --- /dev/null +++ b/LICENSE @@ -0,0 +1,9 @@ +MIT License + +Copyright (c) 2024, Statnett + +Permission is hereby granted, free of charge, to any person obtaining a copy of this software and associated documentation files (the "Software"), to deal in the Software without restriction, including without limitation the rights to use, copy, modify, merge, publish, distribute, sublicense, and/or sell copies of the Software, and to permit persons to whom the Software is furnished to do so, subject to the following conditions: + +The above copyright notice and this permission notice (including the next paragraph) shall be included in all copies or substantial portions of the Software. + +THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE. diff --git a/README.md b/README.md new file mode 100644 index 0000000..5c8699b --- /dev/null +++ b/README.md @@ -0,0 +1,83 @@ +# grammarie + +Grammarie is a type of [Fae magic](https://kingkiller.fandom.com/wiki/Fae_magic) that is the craft +of making things be. This package helps you shape your data into its proper form. + +More specifically, this package defines a set of types annotated in a way that let's Pydantic validate and/or coerce +data into the target type and form. + +In the example below, data is provided with wrong types and formats, but are coerced by the types defined by the model +and its fields. + +```python +from datetime import UTC, datetime + +from pydantic import BaseModel + +from grammarie import Decimal1, IntTimestampMS, LowercaseStr, UppercaseStr + + +class PowerTransformer(BaseModel): + id: LowercaseStr + name: UppercaseStr + voltage_primary: Decimal1 + voltage_secondary: Decimal1 + installation_date: IntTimestampMS + + +transformers = [ + PowerTransformer( + id="d37dca6f-6f23-4401-8cc8-e3ee422939e4", + name="S Ulven T1 Transformator", + voltage_primary=420.00056, + voltage_secondary="132", + installation_date="2023-05-03 11:15:01", + ), + PowerTransformer( + id="26381360-959A-4D39-8049-D20889FAE0d6", + name="S Ofoten T2 Transformator", + voltage_primary="420", + voltage_secondary=300, + installation_date=datetime(2021, 8, 16, 8, 35, 1, tzinfo=UTC), + ), +] + +print(transformers) +# [ +# PowerTransformer( +# id='d37dca6f-6f23-4401-8cc8-e3ee422939e4', +# name='S ULVEN T1 TRANSFORMATOR', +# voltage_primary=Decimal('420.0'), +# voltage_secondary=Decimal('132.0'), +# installation_date=1683105301000 +# ), +# PowerTransformer( +# id='26381360-959a-4d39-8049-d20889fae0d6', +# name='S OFOTEN T2 TRANSFORMATOR', +# voltage_primary=Decimal('420.0'), +# voltage_secondary=Decimal('300.0'), +# installation_date=1629102901000 +# ) +# ] +``` + +## Installation + +This package is available on PyPI and can be installed with pip, uv, pdm, poetry or any other package manager. + +## Development + +This project uses [Poetry](https://python-poetry.org/) to manage the environment and Python dependencies. + +To install the development environment and run the test suite: +```bash +poetry install +poetry run pytest +``` + +It's recommended to also install the pre-commit hooks: +```bash +poetry run pre-commit install +``` + +This ensures that linting and formatting are run automatically on every commit. diff --git a/grammarie/__init__.py b/grammarie/__init__.py new file mode 100644 index 0000000..c46318d --- /dev/null +++ b/grammarie/__init__.py @@ -0,0 +1,6 @@ +from grammarie.types import * # nopycln: import # noqa: F403 + +__version__ = "0.0.0" + +# So users can do `from grammarie import ` instead of `from grammarie.types import ` +__all__ = [str(o) for o in dir() if not o.startswith("_")] diff --git a/grammarie/types.py b/grammarie/types.py new file mode 100644 index 0000000..6be9a4c --- /dev/null +++ b/grammarie/types.py @@ -0,0 +1,125 @@ +"""This module contains types and validators meant to be used with Pydantic.""" + +from datetime import datetime +from decimal import Decimal +from functools import partial +from typing import Annotated +from zoneinfo import ZoneInfo + +from pydantic import AfterValidator, BeforeValidator, Field, TypeAdapter + + +def timestamp_from_dt(dt: datetime) -> float: + return dt.timestamp() + + +def s_to_ms(seconds: float) -> float: + return seconds * 1000 + + +def assert_str(s: str) -> str: + """Validate string.""" + if not isinstance(s, str): + raise ValueError(f"Invalid string: {s}") # noqa: TRY004 + return s + + +def str_to_zoneinfo(tz: str) -> ZoneInfo: + """Validate and convert to ZoneInfo.""" + try: + return ZoneInfo(tz) + except Exception as e: + raise ValueError(f"Invalid timezone string: {tz}") from e + + +def to_decimal(value: str | float | int | Decimal, decimal_places: int, round_digits: int | None = None) -> Decimal: + """Converts the given value to a decimal value. + + Args: + value: The value to convert. + decimal_places: The number of digits after the decimal point. + round_digits: Only use this if you want trailing zeros. For example, if you want the input rounded to the + nearest integer, but represented as a decimal with a single 0 after the decimal point, set round_digits to + 0 and decimal_places to 1. + + Example: + >>> to_decimal(3.14159265358979, 2) + 3.12 + + >>> to_decimal(3.14159265358979, 2, round_digits=0) + 3.00 + + """ + if isinstance(value, str): + value = Decimal(value) + value = round(value, round_digits if round_digits is not None else decimal_places) + return Decimal(f"{value:.{decimal_places}f}") + + +"""Convert to Decimal with a whole number followed by a decimal point and a single 0.""" +WholeNumberDecimal = Annotated[ + Decimal, + BeforeValidator(partial(to_decimal, decimal_places=1, round_digits=0)), +] + +"""Convert to Decimal with 1 decimal place.""" +Decimal1 = Annotated[ + Decimal, + BeforeValidator(partial(to_decimal, decimal_places=1)), +] + +"""Convert to Decimal with 2 decimal places.""" +Decimal2 = Annotated[ + Decimal, + BeforeValidator(partial(to_decimal, decimal_places=2)), +] + +"""Validate string and convert to lowercase.""" +LowercaseStr = Annotated[str, Field(validate_default=True), AfterValidator(str.lower)] + +"""Validate string and convert to uppercase.""" +UppercaseStr = Annotated[str, Field(validate_default=True), AfterValidator(str.upper)] + +""" +Validate and convert to timestamp (seconds). + +The input could be a datetime object, a string, a float, an int, or anything Pydantic is able to parse as a datetime. +""" +IntTimestampS = Annotated[ + datetime, + Field(validate_default=True), + AfterValidator(timestamp_from_dt), + AfterValidator(int), +] + +IntTimestampMS = Annotated[ + datetime, + Field(validate_default=True), + AfterValidator(timestamp_from_dt), + AfterValidator(s_to_ms), + AfterValidator(int), +] + +FloatTimestampS = Annotated[datetime, Field(validate_default=True), AfterValidator(timestamp_from_dt)] + +FloatTimestampMS = Annotated[ + datetime, + Field(validate_default=True), + AfterValidator(timestamp_from_dt), + AfterValidator(s_to_ms), +] + +"""Validate a datetime string by converting to datetime and back to string.""" +StrTimestampISO = Annotated[ + str, + Field(validate_default=True), + BeforeValidator(assert_str), + AfterValidator(lambda s: TypeAdapter(datetime).validate_python(s)), + AfterValidator(lambda dt: dt.isoformat(sep=" ", timespec="seconds")), +] + +"""Validate and convert to ZoneInfo.""" +TimeZone = Annotated[ZoneInfo, Field(validate_default=True), BeforeValidator(str_to_zoneinfo)] + +"""Validate timezone string.""" +TimeZoneString = Annotated[str, Field(validate_default=True), AfterValidator(str_to_zoneinfo), AfterValidator(str)] diff --git a/poetry.lock b/poetry.lock new file mode 100644 index 0000000..38a5a36 --- /dev/null +++ b/poetry.lock @@ -0,0 +1,980 @@ +# This file is automatically @generated by Poetry 1.8.2 and should not be changed by hand. + +[[package]] +name = "annotated-types" +version = "0.7.0" +description = "Reusable constraint types to use with 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(>=0.4)", "sphinxcontrib-towncrier (>=0.2.1a0)", "towncrier (>=23.6)"] +test = ["covdefaults (>=2.3)", "coverage (>=7.2.7)", "coverage-enable-subprocess (>=1)", "flaky (>=3.7)", "packaging (>=23.1)", "pytest (>=7.4)", "pytest-env (>=0.8.2)", "pytest-freezer (>=0.4.8)", "pytest-mock (>=3.11.1)", "pytest-randomly (>=3.12)", "pytest-timeout (>=2.1)", "setuptools (>=68)", "time-machine (>=2.10)"] + +[package.source] +type = "legacy" +url = "https://artifactory.statnett.no/artifactory/api/pypi/pypi_statnett_ia_virtual/simple" +reference = "artifactory" + +[metadata] +lock-version = "2.0" +python-versions = "^3.10" +content-hash = "50403fe154c5a31f6fba66683e35eb8e0ee72dd43274019d86988e820ba25a91" diff --git a/pyproject.toml b/pyproject.toml new file mode 100644 index 0000000..677b758 --- /dev/null +++ b/pyproject.toml @@ -0,0 +1,133 @@ +[tool.poetry] +name = "grammarie" +version = "0.0.0" +description = "Custom Pydantic types and validators" +authors = ["Statnett Datascience "] +repository = "https://gitlab.statnett.no//grammarie.git" + +[tool.poetry.dependencies] +python = "^3.10" +pydantic = ">=2.2.0" + +[tool.poetry.dev-dependencies] +black = "*" +coverage = { version = "*", extras = ['toml'] } +pre-commit = "*" +pytest = ">= 6" # needs pyproject.toml support +pytest-cov = "*" +pytest-integration = "*" +pendulum = "*" + +[tool.poetry.group.dev.dependencies] +ruff = "*" + +[tool.poetry-dynamic-versioning] +enable = true +vcs = "git" +style = "semver" +pattern = "^(?P\\d+\\.\\d+\\.\\d+)(-?((?P[a-zA-Z]+)\\.?(?P\\d+)?))?$" + +[tool.ruff] +target-version = "py310" +line-length = 120 + +[tool.ruff.lint] +select = [ + "A", # flake8-builtins + "ANN", # flake8-annotations + "ARG", # flake8-unused-arguments + "B", # flake8-bugbear + "C4", # flake8-comprehensions + "C90", # mccabe + "COM", # flake8-commas + "D", # pydocstyle + "DTZ", # flake8-datetimez + "E", "W", # pycodestyle + "F", # Pyflakes + "FLY", # flynt + "FURB", # refurb + "G", # flake8-logging-format + "I", # isort + "LOG", # flake8-logging + "N", # pep8-nameing + "NPY", # numpy specific rules + "PERF", # Perflint + "PIE", # flake8-pie + "RUF", # Ruff specific rules + "S", # flake8-bandit + "SIM", # flake8-simplify + "T20", # flake8-print + "TCH001", # flake8-type-checking + "TRY", # tryceratops + "UP", # pyupgrade + "YTT", # flake8-2020 +] + +ignore = ['S101', 'ANN101', 'ANN102', 'ANN401', 'TRY003', 'D100', 'D101', 'D102', 'D103', 'D104', 'D105', 'D107'] + +# Allow autofix for all enabled rules (when `--fix`) is provided. +fixable = ["A", "B", "C", "D", "E", "F", "G", "I", "N", "Q", "S", "T", "W", "ANN", "ARG", "BLE", "COM", "DJ", "DTZ", "EM", "ERA", "EXE", "FBT", "ICN", "INP", "ISC", "NPY", "PD", "PGH", "PIE", "PL", "PT", "PTH", "PYI", "RET", "RSE", "RUF", "SIM", "SLF", "TCH", "TID", "TRY", "UP", "YTT"] +unfixable = [] + +# Exclude a variety of commonly ignored directories. +exclude = [ + ".bzr", + ".direnv", + ".eggs", + ".git", + ".git-rewrite", + ".hg", + ".mypy_cache", + ".nox", + ".pants.d", + ".pytype", + ".ruff_cache", + ".src", + ".svn", + ".tox", + ".venv", + "__pypackages__", + "_build", + "buck-out", + "build", + "dist", + "node_modules", + "target", + "venv", +] + +# Allow unused variables when underscore-prefixed. +dummy-variable-rgx = "^(_+|(_+[a-zA-Z0-9_]*[a-zA-Z0-9]+?))$" + +[tool.ruff.lint.pydocstyle] +convention = "google" + +[tool.ruff.lint.per-file-ignores] +"tests/test*.py" = ["ANN001", "ANN201", "N802"] + +[tool.ruff.lint.flake8-import-conventions] +[tool.ruff.lint.flake8-import-conventions.aliases] +# Declare the default aliases. +numpy = "np" +pandas = "pd" +scipy = "sp" + +[tool.ruff.lint.isort] +known-first-party = [] + +[tool.pytest.ini_options] +log_file = "pytest.log" +log_level = "DEBUG" +log_file_format = "%(asctime)s - %(name)s - %(levelname)s: %(message)s" +norecursedirs = "_build tmp* __pycache__ src prof wheel_files" +markers = [ + "integration: Mark test as an integration test", +] +filterwarnings = [ + "ignore:PyArray_GetNumericOps.*", + "ignore:PyArray_SetNumericOps.*", +] + +[build-system] +requires = ["poetry-core>=1.0.0", "poetry-dynamic-versioning"] +build-backend = "poetry.core.masonry.api" diff --git a/tests/test_types.py b/tests/test_types.py new file mode 100644 index 0000000..0ec834b --- /dev/null +++ b/tests/test_types.py @@ -0,0 +1,172 @@ +from datetime import datetime, timezone +from decimal import Decimal +from zoneinfo import ZoneInfo + +import pytest +from pendulum import UTC, DateTime +from pydantic import BaseModel, ConfigDict, TypeAdapter, ValidationError + +from grammarie.types import ( + Decimal1, + Decimal2, + FloatTimestampMS, + FloatTimestampS, + IntTimestampMS, + IntTimestampS, + LowercaseStr, + StrTimestampISO, + TimeZone, + TimeZoneString, + UppercaseStr, + WholeNumberDecimal, +) + + +@pytest.fixture +def string_inputs(): + return [ + "UPPERCASE", + "lowercase", + "MiXeDcAsE", + ] + + +@pytest.fixture +def datetime_inputs(): + return [ + DateTime(2022, 5, 3, 11, 15, 1, tzinfo=UTC), + datetime(2022, 5, 3, 11, 15, 1, tzinfo=timezone.utc), + "2022-05-03T11:15:01Z", + "2022-05-03 11:15:01Z", + 1651576501, + 1651576501.0, + 1651576501000, + 1651576501000.0, + ] + + +def test_WholeNumberDecimal(): + type_adapter = TypeAdapter(WholeNumberDecimal) + + assert type_adapter.validate_python("1") == Decimal("1.0") + assert type_adapter.validate_python("1.0001") == Decimal("1.0") + assert type_adapter.validate_python(1) == Decimal("1.0") + assert type_adapter.validate_python(1.0) == Decimal("1.0") + assert type_adapter.validate_python(Decimal("1.0")) == Decimal("1.0") + assert type_adapter.validate_python(1.0001) == Decimal("1.0") + assert type_adapter.validate_python(Decimal("1.0001")) == Decimal("1.0") + assert type_adapter.validate_python(0.9) == Decimal("1.0") + assert type_adapter.validate_python(1.1) == Decimal("1.0") + + +def test_Decimal1(): + type_adapter = TypeAdapter(Decimal1) + + assert type_adapter.validate_python("1") == Decimal("1.0") + assert type_adapter.validate_python("1.0001") == Decimal("1.0") + assert type_adapter.validate_python(1) == Decimal("1.0") + assert type_adapter.validate_python(1.0) == Decimal("1.0") + assert type_adapter.validate_python(Decimal("1.0")) == Decimal("1.0") + assert type_adapter.validate_python(1.0001) == Decimal("1.0") + assert type_adapter.validate_python(Decimal("1.0001")) == Decimal("1.0") + assert type_adapter.validate_python(0.9) == Decimal("0.9") + assert type_adapter.validate_python(1.1) == Decimal("1.1") + + +def test_Decimal2(): + type_adapter = TypeAdapter(Decimal2) + + assert type_adapter.validate_python("1") == Decimal("1.00") + assert type_adapter.validate_python("1.0001") == Decimal("1.00") + assert type_adapter.validate_python(1) == Decimal("1.00") + assert type_adapter.validate_python(1.0) == Decimal("1.00") + assert type_adapter.validate_python(Decimal("1.0")) == Decimal("1.00") + assert type_adapter.validate_python(1.0001) == Decimal("1.00") + assert type_adapter.validate_python(Decimal("1.0001")) == Decimal("1.00") + assert type_adapter.validate_python(0.9) == Decimal("0.90") + assert type_adapter.validate_python(1.1) == Decimal("1.10") + assert type_adapter.validate_python(1.12) == Decimal("1.12") + + +def test_LowercaseStr(string_inputs): + type_adapter = TypeAdapter(LowercaseStr) + + for s in string_inputs: + assert type_adapter.validate_python(s) == s.lower() + + +def test_UpperCaseStr(string_inputs): + type_adapter = TypeAdapter(UppercaseStr) + + for s in string_inputs: + assert type_adapter.validate_python(s) == s.upper() + + +def test_IntTimestampS(datetime_inputs): + type_adapter = TypeAdapter(IntTimestampS) + + for ts in datetime_inputs: + assert type_adapter.validate_python(ts) == 1651576501 + + +def test_IntTimestampMS(datetime_inputs): + type_adapter = TypeAdapter(IntTimestampMS) + + for ts in datetime_inputs: + assert type_adapter.validate_python(ts) == 1651576501000 + + +def test_FloatTimestampS(datetime_inputs): + type_adapter = TypeAdapter(FloatTimestampS) + + for ts in datetime_inputs: + assert type_adapter.validate_python(ts) == pytest.approx(1651576501.0) + + +def test_FloatTimestampS_default_is_validated(datetime_inputs): + class Model(BaseModel): + ts: FloatTimestampS = datetime_inputs[0] + + assert Model().ts == pytest.approx(1651576501.0) + + +def test_FloatTimestampMS(datetime_inputs): + type_adapter = TypeAdapter(FloatTimestampMS) + + for ts in datetime_inputs: + assert type_adapter.validate_python(ts) == pytest.approx(1651576501000.0) + + +def test_StrTimestampISO(datetime_inputs): + type_adapter = TypeAdapter(StrTimestampISO) + + for ts in (dt for dt in datetime_inputs if isinstance(dt, str)): + assert type_adapter.validate_python(ts) == "2022-05-03 11:15:01+00:00" + + +def test_StrTimestampISO_non_string(datetime_inputs): + type_adapter = TypeAdapter(StrTimestampISO) + + for ts in (dt for dt in datetime_inputs if not isinstance(dt, str)): + with pytest.raises(ValidationError): + type_adapter.validate_python(ts) + + +def test_TimeZone(): + class Model(BaseModel): + model_config = ConfigDict(arbitrary_types_allowed=True) + tz: TimeZone + + assert Model(tz="Europe/Oslo").tz == ZoneInfo("Europe/Oslo") + assert Model(tz="UTC").tz == ZoneInfo("UTC") + with pytest.raises(ValueError): + Model(tz="foo") + + +def test_TimeZoneString(): + type_adapter = TypeAdapter(TimeZoneString) + + assert type_adapter.validate_python("Europe/Oslo") == "Europe/Oslo" + assert type_adapter.validate_python("UTC") == "UTC" + with pytest.raises(ValueError): + type_adapter.validate_python("foo")