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pip_repository.bzl
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pip_repository.bzl
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# Copyright 2023 The Bazel Authors. All rights reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to in writing, software
# distributed under the License is distributed on an "AS IS" BASIS,
# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
# See the License for the specific language governing permissions and
# limitations under the License.
""
load("//python:repositories.bzl", "get_interpreter_dirname", "is_standalone_interpreter")
load("//python:versions.bzl", "WINDOWS_NAME")
load("//python/pip_install:repositories.bzl", "all_requirements")
load("//python/pip_install:requirements_parser.bzl", parse_requirements = "parse")
load("//python/pip_install/private:srcs.bzl", "PIP_INSTALL_PY_SRCS")
load("//python/private:toolchains_repo.bzl", "get_host_os_arch")
CPPFLAGS = "CPPFLAGS"
COMMAND_LINE_TOOLS_PATH_SLUG = "commandlinetools"
def _construct_pypath(rctx):
"""Helper function to construct a PYTHONPATH.
Contains entries for code in this repo as well as packages downloaded from //python/pip_install:repositories.bzl.
This allows us to run python code inside repository rule implementations.
Args:
rctx: Handle to the repository_context.
Returns: String of the PYTHONPATH.
"""
# Get the root directory of these rules
rules_root = rctx.path(Label("//:BUILD.bazel")).dirname
thirdparty_roots = [
# Includes all the external dependencies from repositories.bzl
rctx.path(Label("@" + repo + "//:BUILD.bazel")).dirname
for repo in all_requirements
]
separator = ":" if not "windows" in rctx.os.name.lower() else ";"
pypath = separator.join([str(p) for p in [rules_root] + thirdparty_roots])
return pypath
def _get_python_interpreter_attr(rctx):
"""A helper function for getting the `python_interpreter` attribute or it's default
Args:
rctx (repository_ctx): Handle to the rule repository context.
Returns:
str: The attribute value or it's default
"""
if rctx.attr.python_interpreter:
return rctx.attr.python_interpreter
if "win" in rctx.os.name:
return "python.exe"
else:
return "python3"
def _resolve_python_interpreter(rctx):
"""Helper function to find the python interpreter from the common attributes
Args:
rctx: Handle to the rule repository context.
Returns: Python interpreter path.
"""
python_interpreter = _get_python_interpreter_attr(rctx)
if rctx.attr.python_interpreter_target != None:
python_interpreter = rctx.path(rctx.attr.python_interpreter_target)
# If we have @@ we have bzlmod so we need to hand Windows differently.
if str(Label("//:unused")).startswith("@@"):
(os, _) = get_host_os_arch(rctx)
# On Windows, the symlink doesn't work because Windows attempts to find
# Python DLLs where the symlink is, not where the symlink points.
if os == WINDOWS_NAME:
python_interpreter = python_interpreter.realpath
elif "/" not in python_interpreter:
found_python_interpreter = rctx.which(python_interpreter)
if not found_python_interpreter:
fail("python interpreter `{}` not found in PATH".format(python_interpreter))
python_interpreter = found_python_interpreter
return python_interpreter
def _get_xcode_location_cflags(rctx):
"""Query the xcode sdk location to update cflags
Figure out if this interpreter target comes from rules_python, and patch the xcode sdk location if so.
Pip won't be able to compile c extensions from sdists with the pre built python distributions from indygreg
otherwise. See https://github.com/indygreg/python-build-standalone/issues/103
"""
# Only run on MacOS hosts
if not rctx.os.name.lower().startswith("mac os"):
return []
# Locate xcode-select
xcode_select = rctx.which("xcode-select")
xcode_sdk_location = rctx.execute([xcode_select, "--print-path"])
if xcode_sdk_location.return_code != 0:
return []
xcode_root = xcode_sdk_location.stdout.strip()
if COMMAND_LINE_TOOLS_PATH_SLUG not in xcode_root.lower():
# This is a full xcode installation somewhere like /Applications/Xcode13.0.app/Contents/Developer
# so we need to change the path to to the macos specific tools which are in a different relative
# path than xcode installed command line tools.
xcode_root = "{}/Platforms/MacOSX.platform/Developer".format(xcode_root)
return [
"-isysroot {}/SDKs/MacOSX.sdk".format(xcode_root),
]
def _get_toolchain_unix_cflags(rctx):
"""Gather cflags from a standalone toolchain for unix systems.
Pip won't be able to compile c extensions from sdists with the pre built python distributions from indygreg
otherwise. See https://github.com/indygreg/python-build-standalone/issues/103
"""
# Only run on Unix systems
if not rctx.os.name.lower().startswith(("mac os", "linux")):
return []
# Only update the location when using a standalone toolchain.
if not is_standalone_interpreter(rctx, rctx.attr.python_interpreter_target):
return []
er = rctx.execute([
rctx.path(rctx.attr.python_interpreter_target).realpath,
"-c",
"import sys; print(f'{sys.version_info[0]}.{sys.version_info[1]}', end='')",
])
if er.return_code != 0:
fail("could not get python version from interpreter (status {}): {}".format(er.return_code, er.stderr))
_python_version = er.stdout
include_path = "{}/include/python{}".format(
get_interpreter_dirname(rctx, rctx.attr.python_interpreter_target),
_python_version,
)
return ["-isystem {}".format(include_path)]
def use_isolated(ctx, attr):
"""Determine whether or not to pass the pip `--isolated` flag to the pip invocation.
Args:
ctx: repository or module context
attr: attributes for the repo rule or tag extension
Returns:
True if --isolated should be passed
"""
use_isolated = attr.isolated
# The environment variable will take precedence over the attribute
isolated_env = ctx.os.environ.get("RULES_PYTHON_PIP_ISOLATED", None)
if isolated_env != None:
if isolated_env.lower() in ("0", "false"):
use_isolated = False
else:
use_isolated = True
return use_isolated
def _parse_optional_attrs(rctx, args):
"""Helper function to parse common attributes of pip_repository and whl_library repository rules.
This function also serializes the structured arguments as JSON
so they can be passed on the command line to subprocesses.
Args:
rctx: Handle to the rule repository context.
args: A list of parsed args for the rule.
Returns: Augmented args list.
"""
if use_isolated(rctx, rctx.attr):
args.append("--isolated")
# Check for None so we use empty default types from our attrs.
# Some args want to be list, and some want to be dict.
if rctx.attr.extra_pip_args != None:
args += [
"--extra_pip_args",
json.encode(struct(arg = rctx.attr.extra_pip_args)),
]
if rctx.attr.download_only:
args.append("--download_only")
if rctx.attr.pip_data_exclude != None:
args += [
"--pip_data_exclude",
json.encode(struct(arg = rctx.attr.pip_data_exclude)),
]
if rctx.attr.enable_implicit_namespace_pkgs:
args.append("--enable_implicit_namespace_pkgs")
if rctx.attr.environment != None:
args += [
"--environment",
json.encode(struct(arg = rctx.attr.environment)),
]
return args
def _create_repository_execution_environment(rctx):
"""Create a environment dictionary for processes we spawn with rctx.execute.
Args:
rctx: The repository context.
Returns:
Dictionary of environment variable suitable to pass to rctx.execute.
"""
# Gather any available CPPFLAGS values
cppflags = []
cppflags.extend(_get_xcode_location_cflags(rctx))
cppflags.extend(_get_toolchain_unix_cflags(rctx))
env = {
"PYTHONPATH": _construct_pypath(rctx),
CPPFLAGS: " ".join(cppflags),
}
return env
_BUILD_FILE_CONTENTS = """\
package(default_visibility = ["//visibility:public"])
# Ensure the `requirements.bzl` source can be accessed by stardoc, since users load() from it
exports_files(["requirements.bzl"])
"""
def locked_requirements_label(ctx, attr):
"""Get the preferred label for a locked requirements file based on platform.
Args:
ctx: repository or module context
attr: attributes for the repo rule or tag extension
Returns:
Label
"""
os = ctx.os.name.lower()
requirements_txt = attr.requirements_lock
if os.startswith("mac os") and attr.requirements_darwin != None:
requirements_txt = attr.requirements_darwin
elif os.startswith("linux") and attr.requirements_linux != None:
requirements_txt = attr.requirements_linux
elif "win" in os and attr.requirements_windows != None:
requirements_txt = attr.requirements_windows
if not requirements_txt:
fail("""\
A requirements_lock attribute must be specified, or a platform-specific lockfile using one of the requirements_* attributes.
""")
return requirements_txt
# Keep in sync with `_clean_pkg_name` in generated bzlmod requirements.bzl
def _clean_pkg_name(name):
return name.replace("-", "_").replace(".", "_").lower()
def _pkg_aliases(rctx, repo_name, bzl_packages):
"""Create alias declarations for each python dependency.
The aliases should be appended to the pip_repository BUILD.bazel file. These aliases
allow users to use requirement() without needed a corresponding `use_repo()` for each dep
when using bzlmod.
Args:
rctx: the repository context.
repo_name: the repository name of the parent that is visible to the users.
bzl_packages: the list of packages to setup.
"""
for name in bzl_packages:
build_content = """package(default_visibility = ["//visibility:public"])
alias(
name = "{name}",
actual = "@{repo_name}_{dep}//:pkg",
)
alias(
name = "pkg",
actual = "@{repo_name}_{dep}//:pkg",
)
alias(
name = "whl",
actual = "@{repo_name}_{dep}//:whl",
)
alias(
name = "data",
actual = "@{repo_name}_{dep}//:data",
)
alias(
name = "dist_info",
actual = "@{repo_name}_{dep}//:dist_info",
)
""".format(
name = name,
repo_name = repo_name,
dep = name,
)
rctx.file("{}/BUILD.bazel".format(name), build_content)
def _create_pip_repository_bzlmod(rctx, bzl_packages, requirements):
repo_name = rctx.attr.repo_name
build_contents = _BUILD_FILE_CONTENTS
_pkg_aliases(rctx, repo_name, bzl_packages)
# NOTE: we are using the canonical name with the double '@' in order to
# always uniquely identify a repository, as the labels are being passed as
# a string and the resolution of the label happens at the call-site of the
# `requirement`, et al. macros.
macro_tmpl = "@@{name}//{{}}:{{}}".format(name = rctx.attr.name)
rctx.file("BUILD.bazel", build_contents)
rctx.template("requirements.bzl", rctx.attr._template, substitutions = {
"%%ALL_REQUIREMENTS%%": _format_repr_list([
macro_tmpl.format(p, p)
for p in bzl_packages
]),
"%%ALL_WHL_REQUIREMENTS%%": _format_repr_list([
macro_tmpl.format(p, "whl")
for p in bzl_packages
]),
"%%MACRO_TMPL%%": macro_tmpl,
"%%NAME%%": rctx.attr.name,
"%%REQUIREMENTS_LOCK%%": requirements,
})
def _pip_hub_repository_bzlmod_impl(rctx):
bzl_packages = rctx.attr.whl_library_alias_names
_create_pip_repository_bzlmod(rctx, bzl_packages, "")
pip_hub_repository_bzlmod_attrs = {
"repo_name": attr.string(
mandatory = True,
doc = "The apparent name of the repo. This is needed because in bzlmod, the name attribute becomes the canonical name.",
),
"whl_library_alias_names": attr.string_list(
mandatory = True,
doc = "The list of whl alias that we use to build aliases and the whl names",
),
"_template": attr.label(
default = ":pip_hub_repository_requirements_bzlmod.bzl.tmpl",
),
}
pip_hub_repository_bzlmod = repository_rule(
attrs = pip_hub_repository_bzlmod_attrs,
doc = """A rule for bzlmod mulitple pip repository creation. Intended for private use only.""",
implementation = _pip_hub_repository_bzlmod_impl,
)
def _pip_repository_bzlmod_impl(rctx):
requirements_txt = locked_requirements_label(rctx, rctx.attr)
content = rctx.read(requirements_txt)
parsed_requirements_txt = parse_requirements(content)
packages = [(_clean_pkg_name(name), requirement) for name, requirement in parsed_requirements_txt.requirements]
bzl_packages = sorted([name for name, _ in packages])
_create_pip_repository_bzlmod(rctx, bzl_packages, str(requirements_txt))
pip_repository_bzlmod_attrs = {
"repo_name": attr.string(
mandatory = True,
doc = "The apparent name of the repo. This is needed because in bzlmod, the name attribute becomes the canonical name",
),
"requirements_darwin": attr.label(
allow_single_file = True,
doc = "Override the requirements_lock attribute when the host platform is Mac OS",
),
"requirements_linux": attr.label(
allow_single_file = True,
doc = "Override the requirements_lock attribute when the host platform is Linux",
),
"requirements_lock": attr.label(
allow_single_file = True,
doc = """
A fully resolved 'requirements.txt' pip requirement file containing the transitive set of your dependencies. If this file is passed instead
of 'requirements' no resolve will take place and pip_repository will create individual repositories for each of your dependencies so that
wheels are fetched/built only for the targets specified by 'build/run/test'.
""",
),
"requirements_windows": attr.label(
allow_single_file = True,
doc = "Override the requirements_lock attribute when the host platform is Windows",
),
"_template": attr.label(
default = ":pip_repository_requirements_bzlmod.bzl.tmpl",
),
}
pip_repository_bzlmod = repository_rule(
attrs = pip_repository_bzlmod_attrs,
doc = """A rule for bzlmod pip_repository creation. Intended for private use only.""",
implementation = _pip_repository_bzlmod_impl,
)
def _pip_repository_impl(rctx):
requirements_txt = locked_requirements_label(rctx, rctx.attr)
content = rctx.read(requirements_txt)
parsed_requirements_txt = parse_requirements(content)
packages = [(_clean_pkg_name(name), requirement) for name, requirement in parsed_requirements_txt.requirements]
bzl_packages = sorted([name for name, _ in packages])
imports = [
'load("@rules_python//python/pip_install:pip_repository.bzl", "whl_library")',
]
annotations = {}
for pkg, annotation in rctx.attr.annotations.items():
filename = "{}.annotation.json".format(_clean_pkg_name(pkg))
rctx.file(filename, json.encode_indent(json.decode(annotation)))
annotations[pkg] = "@{name}//:{filename}".format(name = rctx.attr.name, filename = filename)
tokenized_options = []
for opt in parsed_requirements_txt.options:
for p in opt.split(" "):
tokenized_options.append(p)
options = tokenized_options + rctx.attr.extra_pip_args
config = {
"download_only": rctx.attr.download_only,
"enable_implicit_namespace_pkgs": rctx.attr.enable_implicit_namespace_pkgs,
"environment": rctx.attr.environment,
"extra_pip_args": options,
"isolated": use_isolated(rctx, rctx.attr),
"pip_data_exclude": rctx.attr.pip_data_exclude,
"python_interpreter": _get_python_interpreter_attr(rctx),
"quiet": rctx.attr.quiet,
"repo": rctx.attr.name,
"repo_prefix": "{}_".format(rctx.attr.name),
"timeout": rctx.attr.timeout,
}
if rctx.attr.python_interpreter_target:
config["python_interpreter_target"] = str(rctx.attr.python_interpreter_target)
if rctx.attr.incompatible_generate_aliases:
_pkg_aliases(rctx, rctx.attr.name, bzl_packages)
rctx.file("BUILD.bazel", _BUILD_FILE_CONTENTS)
rctx.template("requirements.bzl", rctx.attr._template, substitutions = {
"%%ALL_REQUIREMENTS%%": _format_repr_list([
"@{}//{}".format(rctx.attr.name, p) if rctx.attr.incompatible_generate_aliases else "@{}_{}//:pkg".format(rctx.attr.name, p)
for p in bzl_packages
]),
"%%ALL_WHL_REQUIREMENTS%%": _format_repr_list([
"@{}//{}:whl".format(rctx.attr.name, p) if rctx.attr.incompatible_generate_aliases else "@{}_{}//:whl".format(rctx.attr.name, p)
for p in bzl_packages
]),
"%%ANNOTATIONS%%": _format_dict(_repr_dict(annotations)),
"%%CONFIG%%": _format_dict(_repr_dict(config)),
"%%EXTRA_PIP_ARGS%%": json.encode(options),
"%%IMPORTS%%": "\n".join(sorted(imports)),
"%%NAME%%": rctx.attr.name,
"%%PACKAGES%%": _format_repr_list(
[
("{}_{}".format(rctx.attr.name, p), r)
for p, r in packages
],
),
"%%REQUIREMENTS_LOCK%%": str(requirements_txt),
})
return
common_env = [
"RULES_PYTHON_PIP_ISOLATED",
]
common_attrs = {
"download_only": attr.bool(
doc = """
Whether to use "pip download" instead of "pip wheel". Disables building wheels from source, but allows use of
--platform, --python-version, --implementation, and --abi in --extra_pip_args to download wheels for a different
platform from the host platform.
""",
),
"enable_implicit_namespace_pkgs": attr.bool(
default = False,
doc = """
If true, disables conversion of native namespace packages into pkg-util style namespace packages. When set all py_binary
and py_test targets must specify either `legacy_create_init=False` or the global Bazel option
`--incompatible_default_to_explicit_init_py` to prevent `__init__.py` being automatically generated in every directory.
This option is required to support some packages which cannot handle the conversion to pkg-util style.
""",
),
"environment": attr.string_dict(
doc = """
Environment variables to set in the pip subprocess.
Can be used to set common variables such as `http_proxy`, `https_proxy` and `no_proxy`
Note that pip is run with "--isolated" on the CLI so `PIP_<VAR>_<NAME>`
style env vars are ignored, but env vars that control requests and urllib3
can be passed.
""",
default = {},
),
"extra_pip_args": attr.string_list(
doc = "Extra arguments to pass on to pip. Must not contain spaces.",
),
"isolated": attr.bool(
doc = """\
Whether or not to pass the [--isolated](https://pip.pypa.io/en/stable/cli/pip/#cmdoption-isolated) flag to
the underlying pip command. Alternatively, the `RULES_PYTHON_PIP_ISOLATED` environment variable can be used
to control this flag.
""",
default = True,
),
"pip_data_exclude": attr.string_list(
doc = "Additional data exclusion parameters to add to the pip packages BUILD file.",
),
"python_interpreter": attr.string(
doc = """\
The python interpreter to use. This can either be an absolute path or the name
of a binary found on the host's `PATH` environment variable. If no value is set
`python3` is defaulted for Unix systems and `python.exe` for Windows.
""",
# NOTE: This attribute should not have a default. See `_get_python_interpreter_attr`
# default = "python3"
),
"python_interpreter_target": attr.label(
allow_single_file = True,
doc = """
If you are using a custom python interpreter built by another repository rule,
use this attribute to specify its BUILD target. This allows pip_repository to invoke
pip using the same interpreter as your toolchain. If set, takes precedence over
python_interpreter. An example value: "@python3_x86_64-unknown-linux-gnu//:python".
""",
),
"quiet": attr.bool(
default = True,
doc = "If True, suppress printing stdout and stderr output to the terminal.",
),
"repo_prefix": attr.string(
doc = """
Prefix for the generated packages will be of the form `@<prefix><sanitized-package-name>//...`
""",
),
# 600 is documented as default here: https://docs.bazel.build/versions/master/skylark/lib/repository_ctx.html#execute
"timeout": attr.int(
default = 600,
doc = "Timeout (in seconds) on the rule's execution duration.",
),
"_py_srcs": attr.label_list(
doc = "Python sources used in the repository rule",
allow_files = True,
default = PIP_INSTALL_PY_SRCS,
),
}
pip_repository_attrs = {
"annotations": attr.string_dict(
doc = "Optional annotations to apply to packages",
),
"incompatible_generate_aliases": attr.bool(
default = False,
doc = "Allow generating aliases '@pip//<pkg>' -> '@pip_<pkg>//:pkg'.",
),
"requirements_darwin": attr.label(
allow_single_file = True,
doc = "Override the requirements_lock attribute when the host platform is Mac OS",
),
"requirements_linux": attr.label(
allow_single_file = True,
doc = "Override the requirements_lock attribute when the host platform is Linux",
),
"requirements_lock": attr.label(
allow_single_file = True,
doc = """
A fully resolved 'requirements.txt' pip requirement file containing the transitive set of your dependencies. If this file is passed instead
of 'requirements' no resolve will take place and pip_repository will create individual repositories for each of your dependencies so that
wheels are fetched/built only for the targets specified by 'build/run/test'.
""",
),
"requirements_windows": attr.label(
allow_single_file = True,
doc = "Override the requirements_lock attribute when the host platform is Windows",
),
"_template": attr.label(
default = ":pip_repository_requirements.bzl.tmpl",
),
}
pip_repository_attrs.update(**common_attrs)
pip_repository = repository_rule(
attrs = pip_repository_attrs,
doc = """A rule for importing `requirements.txt` dependencies into Bazel.
This rule imports a `requirements.txt` file and generates a new
`requirements.bzl` file. This is used via the `WORKSPACE` pattern:
```python
pip_repository(
name = "foo",
requirements = ":requirements.txt",
)
```
You can then reference imported dependencies from your `BUILD` file with:
```python
load("@foo//:requirements.bzl", "requirement")
py_library(
name = "bar",
...
deps = [
"//my/other:dep",
requirement("requests"),
requirement("numpy"),
],
)
```
Or alternatively:
```python
load("@foo//:requirements.bzl", "all_requirements")
py_binary(
name = "baz",
...
deps = [
":foo",
] + all_requirements,
)
```
""",
implementation = _pip_repository_impl,
environ = common_env,
)
def _whl_library_impl(rctx):
python_interpreter = _resolve_python_interpreter(rctx)
args = [
python_interpreter,
"-m",
"python.pip_install.tools.wheel_installer.wheel_installer",
"--requirement",
rctx.attr.requirement,
"--repo",
rctx.attr.repo,
"--repo-prefix",
rctx.attr.repo_prefix,
]
if rctx.attr.annotation:
args.extend([
"--annotation",
rctx.path(rctx.attr.annotation),
])
args = _parse_optional_attrs(rctx, args)
result = rctx.execute(
args,
# Manually construct the PYTHONPATH since we cannot use the toolchain here
environment = _create_repository_execution_environment(rctx),
quiet = rctx.attr.quiet,
timeout = rctx.attr.timeout,
)
if result.return_code:
fail("whl_library %s failed: %s (%s) error code: '%s'" % (rctx.attr.name, result.stdout, result.stderr, result.return_code))
return
whl_library_attrs = {
"annotation": attr.label(
doc = (
"Optional json encoded file containing annotation to apply to the extracted wheel. " +
"See `package_annotation`"
),
allow_files = True,
),
"repo": attr.string(
mandatory = True,
doc = "Pointer to parent repo name. Used to make these rules rerun if the parent repo changes.",
),
"requirement": attr.string(
mandatory = True,
doc = "Python requirement string describing the package to make available",
),
}
whl_library_attrs.update(**common_attrs)
whl_library = repository_rule(
attrs = whl_library_attrs,
doc = """
Download and extracts a single wheel based into a bazel repo based on the requirement string passed in.
Instantiated from pip_repository and inherits config options from there.""",
implementation = _whl_library_impl,
environ = common_env,
)
def package_annotation(
additive_build_content = None,
copy_files = {},
copy_executables = {},
data = [],
data_exclude_glob = [],
srcs_exclude_glob = []):
"""Annotations to apply to the BUILD file content from package generated from a `pip_repository` rule.
[cf]: https://github.com/bazelbuild/bazel-skylib/blob/main/docs/copy_file_doc.md
Args:
additive_build_content (str, optional): Raw text to add to the generated `BUILD` file of a package.
copy_files (dict, optional): A mapping of `src` and `out` files for [@bazel_skylib//rules:copy_file.bzl][cf]
copy_executables (dict, optional): A mapping of `src` and `out` files for
[@bazel_skylib//rules:copy_file.bzl][cf]. Targets generated here will also be flagged as
executable.
data (list, optional): A list of labels to add as `data` dependencies to the generated `py_library` target.
data_exclude_glob (list, optional): A list of exclude glob patterns to add as `data` to the generated
`py_library` target.
srcs_exclude_glob (list, optional): A list of labels to add as `srcs` to the generated `py_library` target.
Returns:
str: A json encoded string of the provided content.
"""
return json.encode(struct(
additive_build_content = additive_build_content,
copy_files = copy_files,
copy_executables = copy_executables,
data = data,
data_exclude_glob = data_exclude_glob,
srcs_exclude_glob = srcs_exclude_glob,
))
# pip_repository implementation
def _format_list(items):
return "[{}]".format(", ".join(items))
def _format_repr_list(strings):
return _format_list(
[repr(s) for s in strings],
)
def _repr_dict(items):
return {k: repr(v) for k, v in items.items()}
def _format_dict(items):
return "{{{}}}".format(", ".join(sorted(['"{}": {}'.format(k, v) for k, v in items.items()])))