| # Python Rules for Bazel |
| |
| * Postsubmit [](https://buildkite.com/bazel/python-rules-python-postsubmit) |
| * Postsubmit + Current Bazel Incompatible Flags [](https://buildkite.com/bazel/rules-python-plus-bazelisk-migrate) |
| |
| ## Overview |
| |
| This repository is the home of the core Python rules -- `py_library`, |
| `py_binary`, `py_test`, `py_proto_library`, and related symbols that provide the basis for Python |
| support in Bazel. It also contains package installation rules for integrating with PyPI and other package indices. Documentation lives in the |
| [`docs/`](https://github.com/bazelbuild/rules_python/tree/main/docs) |
| directory and in the |
| [Bazel Build Encyclopedia](https://docs.bazel.build/versions/master/be/python.html). |
| |
| Currently the core rules are bundled with Bazel itself, and the symbols in this |
| repository are simple aliases. However, in the future the rules will be |
| migrated to Starlark and debundled from Bazel. Therefore, the future-proof way |
| to depend on Python rules is via this repository. See[`Migrating from the Bundled Rules`](#Migrating-from-the-bundled-rules) below. |
| |
| The core rules are stable. Their implementation in Bazel is subject to Bazel's |
| [backward compatibility policy](https://docs.bazel.build/versions/master/backward-compatibility.html). |
| Once they are fully migrated to rules_python, they may evolve at a different |
| rate, but this repository will still follow |
| [semantic versioning](https://semver.org). |
| |
| The package installation rules (`pip_install`, `pip_parse` etc.) are less stable. We may make breaking |
| changes as they evolve. |
| |
| This repository is maintained by the Bazel community. Neither Google, nor the |
| Bazel team, provides support for the code. However, this repository is part of |
| the test suite used to vet new Bazel releases. See the [How to |
| contribute](CONTRIBUTING.md) page for information on our development workflow. |
| |
| ## Getting started |
| |
| To import rules_python in your project, you first need to add it to your |
| `WORKSPACE` file, using the snippet provided in the |
| [release you choose](https://github.com/bazelbuild/rules_python/releases) |
| |
| To depend on a particular unreleased version, you can do: |
| |
| ```python |
| load("@bazel_tools//tools/build_defs/repo:http.bzl", "http_archive") |
| |
| rules_python_version = "740825b7f74930c62f44af95c9a4c1bd428d2c53" # Latest @ 2021-06-23 |
| |
| http_archive( |
| name = "rules_python", |
| sha256 = "3474c5815da4cb003ff22811a36a11894927eda1c2e64bf2dac63e914bfdf30f", |
| strip_prefix = "rules_python-{}".format(rules_python_version), |
| url = "https://github.com/bazelbuild/rules_python/archive/{}.zip".format(rules_python_version), |
| ) |
| ``` |
| |
| ### Toolchain registration |
| |
| To register a hermetic Python toolchain rather than rely on a system-installed interpreter for runtime execution, you can add to the `WORKSPACE` file: |
| |
| ```python |
| load("@rules_python//python:repositories.bzl", "python_register_toolchains") |
| |
| python_register_toolchains( |
| name = "python3_9", |
| # Available versions are listed in @rules_python//python:versions.bzl. |
| # We recommend using the same version your team is already standardized on. |
| python_version = "3.9", |
| ) |
| |
| load("@python3_9//:defs.bzl", "interpreter") |
| |
| load("@rules_python//python:pip.bzl", "pip_parse") |
| |
| pip_parse( |
| ... |
| python_interpreter_target = interpreter, |
| ... |
| ) |
| ``` |
| |
| After registration, your Python targets will use the toolchain's interpreter during execution, but a system-installed interpreter |
| is still used to 'bootstrap' Python targets (see https://github.com/bazelbuild/rules_python/issues/691). |
| You may also find some quirks while using this toolchain. Please refer to [python-build-standalone documentation's _Quirks_ section](https://python-build-standalone.readthedocs.io/en/latest/quirks.html) for details. |
| |
| ### Toolchain usage in other rules |
| |
| Python toolchains can be utilised in other bazel rules, such as `genrule()`, by adding the `toolchains=["@rules_python//python:current_py_toolchain"]` attribute. The path to the python interpreter can be obtained by using the `$(PYTHON2)` and `$(PYTHON3)` ["Make" Variables](https://bazel.build/reference/be/make-variables). See the [`test_current_py_toolchain`](tests/load_from_macro/BUILD.bazel) target for an example. |
| |
| |
| ### "Hello World" |
| |
| Once you've imported the rule set into your `WORKSPACE` using any of these |
| methods, you can then load the core rules in your `BUILD` files with: |
| |
| ``` python |
| load("@rules_python//python:defs.bzl", "py_binary") |
| |
| py_binary( |
| name = "main", |
| srcs = ["main.py"], |
| ) |
| ``` |
| |
| ## Using the package installation rules |
| |
| Usage of the packaging rules involves two main steps. |
| |
| 1. [Installing third_party packages](#installing-third_party-packages) |
| 2. [Using third_party packages as dependencies](#using-third_party-packages-as-dependencies) |
| |
| The package installation rules create two kinds of repositories: A central external repo that holds |
| downloaded wheel files, and individual external repos for each wheel's extracted |
| contents. Users only need to interact with the central external repo; the wheel repos |
| are essentially an implementation detail. The central external repo provides a |
| `WORKSPACE` macro to create the wheel repos, as well as a function, `requirement()`, for use in |
| `BUILD` files that translates a pip package name into the label of a `py_library` |
| target in the appropriate wheel repo. |
| |
| ### Installing third_party packages |
| |
| To add pip dependencies to your `WORKSPACE`, load the `pip_parse` function, and call it to create the |
| central external repo and individual wheel external repos. |
| |
| |
| ```python |
| load("@rules_python//python:pip.bzl", "pip_parse") |
| |
| # Create a central repo that knows about the dependencies needed from |
| # requirements_lock.txt. |
| pip_parse( |
| name = "my_deps", |
| requirements_lock = "//path/to:requirements_lock.txt", |
| ) |
| # Load the starlark macro which will define your dependencies. |
| load("@my_deps//:requirements.bzl", "install_deps") |
| # Call it to define repos for your requirements. |
| install_deps() |
| ``` |
| |
| Note that since `pip_parse` is a repository rule and therefore executes pip at WORKSPACE-evaluation time, Bazel has no |
| information about the Python toolchain and cannot enforce that the interpreter |
| used to invoke pip matches the interpreter used to run `py_binary` targets. By |
| default, `pip_parse` uses the system command `"python3"`. This can be overridden by passing the |
| `python_interpreter` attribute or `python_interpreter_target` attribute to `pip_parse`. |
| |
| You can have multiple `pip_parse`s in the same workspace. This will create multiple external repos that have no relation to |
| one another, and may result in downloading the same wheels multiple times. |
| |
| As with any repository rule, if you would like to ensure that `pip_parse` is |
| re-executed in order to pick up a non-hermetic change to your environment (e.g., |
| updating your system `python` interpreter), you can force it to re-execute by running |
| `bazel sync --only [pip_parse name]`. |
| |
| Note: The `pip_install` rule is deprecated. `pip_parse` offers identical functionality and both `pip_install` |
| and `pip_parse` now have the same implementation. The name `pip_install` may be removed in a future version of the rules. |
| The maintainers have taken all reasonable efforts to faciliate a smooth transition, but some users of `pip_install` will |
| need to replace their existing `requirements.txt` with a fully resolved set of dependencies using a tool such as |
| `pip-tools` or the `compile_pip_requirements` repository rule. |
| |
| ### Using third_party packages as dependencies |
| |
| Each extracted wheel repo contains a `py_library` target representing |
| the wheel's contents. There are two ways to access this library. The |
| first is using the `requirement()` function defined in the central |
| repo's `//:requirements.bzl` file. This function maps a pip package |
| name to a label: |
| |
| ```python |
| load("@my_deps//:requirements.bzl", "requirement") |
| |
| py_library( |
| name = "mylib", |
| srcs = ["mylib.py"], |
| deps = [ |
| ":myotherlib", |
| requirement("some_pip_dep"), |
| requirement("another_pip_dep"), |
| ] |
| ) |
| ``` |
| |
| The reason `requirement()` exists is that the pattern for the labels, |
| while not expected to change frequently, is not guaranteed to be |
| stable. Using `requirement()` ensures that you do not have to refactor |
| your `BUILD` files if the pattern changes. |
| |
| On the other hand, using `requirement()` has several drawbacks; see |
| [this issue][requirements-drawbacks] for an enumeration. If you don't |
| want to use `requirement()` then you can instead use the library |
| labels directly. For `pip_parse` the labels are of the form |
| |
| ``` |
| @{name}_{package}//:pkg |
| ``` |
| |
| Here `name` is the `name` attribute that was passed to `pip_parse` and |
| `package` is the pip package name with characters that are illegal in |
| Bazel label names (e.g. `-`, `.`) replaced with `_`. If you need to |
| update `name` from "old" to "new", then you can run the following |
| buildozer command: |
| |
| ``` |
| buildozer 'substitute deps @old_([^/]+)//:pkg @new_${1}//:pkg' //...:* |
| ``` |
| |
| For `pip_install` the labels are instead of the form |
| |
| ``` |
| @{name}//pypi__{package} |
| ``` |
| |
| [requirements-drawbacks]: https://github.com/bazelbuild/rules_python/issues/414 |
| |
| #### 'Extras' dependencies |
| |
| Any 'extras' specified in the requirements lock-file will be automatically added as transitive dependencies of the |
| package. In the example above, you'd just put `requirement("useful_dep")`. |
| |
| ### Consuming Wheel Dists Directly |
| |
| If you need to depend on the wheel dists themselves, for instance to pass them |
| to some other packaging tool, you can get a handle to them with the `whl_requirement` macro. For example: |
| |
| ```python |
| filegroup( |
| name = "whl_files", |
| data = [ |
| whl_requirement("boto3"), |
| ] |
| ) |
| ``` |
| |
| ## Migrating from the bundled rules |
| |
| The core rules are currently available in Bazel as built-in symbols, but this |
| form is deprecated. Instead, you should depend on rules_python in your |
| `WORKSPACE` file and load the Python rules from |
| `@rules_python//python:defs.bzl`. |
| |
| A [buildifier](https://github.com/bazelbuild/buildtools/blob/master/buildifier/README.md) |
| fix is available to automatically migrate `BUILD` and `.bzl` files to add the |
| appropriate `load()` statements and rewrite uses of `native.py_*`. |
| |
| ```sh |
| # Also consider using the -r flag to modify an entire workspace. |
| buildifier --lint=fix --warnings=native-py <files> |
| ``` |
| |
| Currently the `WORKSPACE` file needs to be updated manually as per [Getting |
| started](#Getting-started) above. |
| |
| Note that Starlark-defined bundled symbols underneath |
| `@bazel_tools//tools/python` are also deprecated. These are not yet rewritten |
| by buildifier. |