diff --git a/.github/workflows/ci.yml b/.github/workflows/ci.yml index d08ccce..55d868a 100644 --- a/.github/workflows/ci.yml +++ b/.github/workflows/ci.yml @@ -9,32 +9,19 @@ on: jobs: build: name: continuous-integration - runs-on: ubuntu-latest steps: - uses: actions/checkout@v3 - - - name: Set up Python - uses: actions/setup-python@v4 - with: - python-version: '3.12.2' - - - name: Install dependencies - run: | - python -m pip install --upgrade pip - pip install poetry - poetry config virtualenvs.create false - poetry install --no-interaction --no-ansi - - - name: Run unit tests with pytest - run: pytest - - - name: Check code formatting with Black - run: black --check . + - uses: actions/setup-python@v4 + - name: Set up uv + run: pip install uv - name: Check code quality with Ruff - run: ruff check . + run: uv run ruff check . - name: Check type hints with pyright - run: pyright + run: uv run pyright + + - name: Run unit tests with pytest + run: uv run pytest diff --git a/.github/workflows/publish.yml b/.github/workflows/publish.yml deleted file mode 100644 index 0fa64c4..0000000 --- a/.github/workflows/publish.yml +++ /dev/null @@ -1,29 +0,0 @@ -name: Publish to PyPI - -on: - push: - tags: - - 'v*' # Trigger on pushes to tags starting with 'v' (e.g., v1.0.0) - -jobs: - build_and_publish: - runs-on: ubuntu-latest - steps: - - uses: actions/checkout@v3 - - uses: actions/setup-python@v4 - with: - python-version: '3.12.2' # Replace '3.x' with your desired Python version - - - name: Install dependencies - run: | - python -m pip install --upgrade pip - python -m pip install build twine - - - name: Build package - run: python -m build - - - name: Publish to PyPI - uses: pypa/gh-action-pypi-publish@release/v1 - with: - password: ${{ secrets.PYPI_API_TOKEN }} - verbose: true diff --git a/.pre-commit-config.yaml b/.pre-commit-config.yaml index 7a3c3fd..b6078da 100644 --- a/.pre-commit-config.yaml +++ b/.pre-commit-config.yaml @@ -6,22 +6,24 @@ repos: - id: end-of-file-fixer - id: check-yaml - id: check-added-large-files - -- repo: https://github.com/charliermarsh/ruff-pre-commit - rev: v0.6.3 - hooks: - - id: ruff - args: [ "--fix" ] - -- repo: https://github.com/psf/black - rev: 24.8.0 - hooks: - - id: black - - repo: local hooks: - id: pyright - name: pyright + name: type checking (pyright) entry: pyright language: system types: [python] + - id: ruff-format + name: formatting (ruff) + entry: ruff + language: system + types: [python] + args: ['format'] + - id: ruff-lint + name: linting (ruff) + entry: ruff + language: system + types: [python] + args: ['check', '--fix', '--force-exclude'] + +exclude: ^(docs/) diff --git a/.python-version b/.python-version new file mode 100644 index 0000000..8531a3b --- /dev/null +++ b/.python-version @@ -0,0 +1 @@ +3.12.2 diff --git a/README.md b/README.md index 276d773..ad0c4ed 100644 --- a/README.md +++ b/README.md @@ -75,25 +75,12 @@ assert loaded.lookup == data.lookup ## Development -Install poetry: -``` -curl -sSL https://install.python-poetry.org | python3 - -``` - -Install [pyenv and its virtualenv plugin](https://github.com/pyenv/pyenv-virtualenv). Then: -``` -pyenv install 3.12.2 -pyenv global 3.12.2 -pyenv virtualenv 3.12.2 packio -pyenv activate packio -``` - -Install this package and its dependencies in your virtual env: -``` -poetry install --with dev -``` - -Set up git hooks: +Create and activate a virtual env for dev ops: ``` +git clone git@github.com:zkurtz/listwrap.git +cd packio +pip install uv +uv sync +source .venv/bin/activate pre-commit install ``` diff --git a/packio.egg-info/PKG-INFO b/packio.egg-info/PKG-INFO new file mode 100644 index 0000000..141bb65 --- /dev/null +++ b/packio.egg-info/PKG-INFO @@ -0,0 +1,96 @@ +Metadata-Version: 2.1 +Name: packio +Version: 0.0.4 +Summary: IO for multiple python objects to/from a single file +Author-email: Zach Kurtz +Project-URL: Source, https://github.com/zkurtz/packio +Requires-Python: >=3.10 +Description-Content-Type: text/markdown +License-File: LICENSE + +# packio + +Packio allows you to use a single file to store and retrieve multiple python objects. A typical use case is to define IO methods on an instance of a class that contains multiple types of objects, such as a +- dictionary +- data frame +- string +- trained ML model (for example, lightgbm and xgboost each have built-in serialization methods for trained models) + +When a class contains multiple of these data types, or even multiple instances of the same data type, saving and loading the data associated with a class tends to become unwieldy, requiring the user to either keep track multiple file paths or to fall back to using pickle, which introduces other problems (see below). The goal of packio is to make it as easy as possible to write `save` and `load` methods for such a class while allowing you to keep using all of your favorite object-type-specific serializers (i.e. `to_parquet` for pandas, `json` for dictionaries, `pathlib.Path.write_text` for strings, etc). + + +## Why not pickle? + +The most common approach for serialization of such complex python objects is to use `pickle`. There are many reasons do dislike pickle. As summarized by Gemini, "Python's pickle module, while convenient, has drawbacks. It poses security risks due to potential code execution vulnerabilities when handling untrusted data. Compatibility issues arise because it's Python-specific and version-dependent. Maintaining pickle can be challenging due to refactoring difficulties and complex debugging." See also [Ben Frederickson](https://www.benfrederickson.com/dont-pickle-your-data/). + +## Example + +Here is a toy example of a data class with `save` and `from_file` methods powered by `packio`: + +``` +from dataclasses import dataclass +import json +from pathlib import Path +import pandas as pd +from packio import Reader, Writer + + +@dataclass +class MyData: + """A simple data class for testing. + + Attributes: + documentation: Description of what this class is all about. + df: A data frame. + lookup: A dictionary. + """ + + documentation: str + df: pd.Dataframe + lookup: dict[str, int] + + def save(self, path: Path) -> None: + """Save the data class to disk.""" + with Writer(path) as writer: + writer.file("documentation.txt").write_text(self.documentation) + df.to_parquet(writer.file("df.parquet")) + with writer.file("lookup.json").open("w") as f: + json.dump(self.lookup, f) + + @classmethod + def from_file(cls, path: Path) -> "MyData": + """Load the data class from disk.""" + with Reader(path) as reader: + documentation = reader.file("documentation.txt").read_text() + df = pd.read_parquet(reader.file("df.parquet")) + with reader.file("lookup.json").open() as f: + lookup = json.load(f) + return cls(documentation=documentation, df=df, lookup=lookup) + + +# Create an instance of the class, save it, and re-load it as a new instance: +data = MyData( + documentation="This is an example.", + df=pd.DataFrame({"a": [1, 2], "b": [3, 4]}), + lookup={"a": 1, "b": 2}, +) +data.save(tmp_path / "data.mydata") +loaded = MyData.from_file(tmp_path / "data.mydata") + +# Check that the new class instance matches the old one, at least in terms of it's data attributes: +assert loaded.documentation == data.documentation +pd.testing.assert_frame_equal(loaded.df, data.df) +assert loaded.lookup == data.lookup +``` + +## Development + +Create and activate a virtual env for dev ops: +``` +git clone git@github.com:zkurtz/listwrap.git +cd packio +pip install uv +uv sync +source .venv/bin/activate +pre-commit install +``` diff --git a/packio.egg-info/SOURCES.txt b/packio.egg-info/SOURCES.txt new file mode 100644 index 0000000..2f17a9a --- /dev/null +++ b/packio.egg-info/SOURCES.txt @@ -0,0 +1,10 @@ +LICENSE +README.md +pyproject.toml +packio/__init__.py +packio/io.py +packio.egg-info/PKG-INFO +packio.egg-info/SOURCES.txt +packio.egg-info/dependency_links.txt +packio.egg-info/top_level.txt +tests/test_packio.py diff --git a/packio.egg-info/dependency_links.txt b/packio.egg-info/dependency_links.txt new file mode 100644 index 0000000..e69de29 diff --git a/packio.egg-info/top_level.txt b/packio.egg-info/top_level.txt new file mode 100644 index 0000000..c9e0d00 --- /dev/null +++ b/packio.egg-info/top_level.txt @@ -0,0 +1 @@ +packio diff --git a/pyproject.toml b/pyproject.toml index ff7e43c..7dd898f 100644 --- a/pyproject.toml +++ b/pyproject.toml @@ -1,42 +1,32 @@ -[tool.poetry] +[project] name = "packio" -version = "0.0.2" +version = "0.0.4" description = "IO for multiple python objects to/from a single file" -authors = ["Zach Kurtz "] +authors = [{ name = "Zach Kurtz", email = "zkurtz@gmail.com" }] readme = "README.md" -homepage = "https://github.com/zkurtz/packio" +requires-python = ">=3.10" + +[dependency-groups] +dev = [ + "pre-commit >=3.8.0", + "pyright >=1.1.378", + "ruff >=0.6.3", + "pytest >=8.3.2", + "sphinx>=8.1.3", + "sphinx-rtd-theme>=3.0.2", +] [project.urls] Source = "https://github.com/zkurtz/packio" -[build-system] -requires = ["poetry-core>=1.0.0"] -build-backend = "poetry.core.masonry.api" - -[tool.poetry.dependencies] -python = "^3.10" - -[tool.poetry.group.dev.dependencies] -ruff = "^0.6.3" -pyright = "^1.1.378" -pytest = "^8.3.2" -pre-commit = "^3.8.0" -black = "^24.8.0" -build = "^1.2.1" -twine = "^5.1.1" +[tool.uv] +package = true [tool.ruff] line-length = 120 -[tool.ruff.lint] -select = ["E", "F", "I"] -ignore = [] - [tool.pyright] -include = ["packio"] +include = ["packio", "tests"] [tool.pytest.ini_options] testpaths 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