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pip_build.py
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pip_build.py
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"""Script to create (and optionally install) a `.whl` archive for Keras 3.
Usage:
1. Create a `.whl` file in `dist/`:
```
python3 pip_build.py
```
2. Also install the new package immediately after:
```
python3 pip_build.py --install
```
"""
import argparse
import datetime
import glob
import os
import pathlib
import re
import shutil
# Needed because importing torch after TF causes the runtime to crash
import torch # noqa: F401
package = "keras"
build_directory = "tmp_build_dir"
dist_directory = "dist"
to_copy = ["pyproject.toml", "README.md"]
def export_version_string(version, is_nightly=False, rc_index=None):
"""Export Version and Package Name."""
if is_nightly:
date = datetime.datetime.now()
version += f".dev{date:%Y%m%d%H}"
# Update `name = "keras"` with "keras-nightly"
pyproj_pth = pathlib.Path("pyproject.toml")
pyproj_str = pyproj_pth.read_text().replace(
'name = "keras"', 'name = "keras-nightly"'
)
pyproj_pth.write_text(pyproj_str)
elif rc_index is not None:
version += "rc" + str(rc_index)
# Make sure to export the __version__ string
with open(os.path.join(package, "src", "version.py")) as f:
init_contents = f.read()
with open(os.path.join(package, "src", "version.py"), "w") as f:
init_contents = re.sub(
"\n__version__ = .*\n",
f'\n__version__ = "{version}"\n',
init_contents,
)
f.write(init_contents)
def ignore_files(_, filenames):
return [f for f in filenames if f.endswith("_test.py")]
def copy_source_to_build_directory(root_path):
# Copy sources (`keras/` directory and setup files) to build
# directory
os.chdir(root_path)
os.mkdir(build_directory)
shutil.copytree(
package, os.path.join(build_directory, package), ignore=ignore_files
)
for fname in to_copy:
shutil.copy(fname, os.path.join(f"{build_directory}", fname))
os.chdir(build_directory)
def build(root_path, is_nightly=False, rc_index=None):
if os.path.exists(build_directory):
raise ValueError(f"Directory already exists: {build_directory}")
try:
copy_source_to_build_directory(root_path)
move_tf_keras_directory()
from keras.src.version import __version__ # noqa: E402
export_version_string(__version__, is_nightly, rc_index)
return build_and_save_output(root_path, __version__)
finally:
# Clean up: remove the build directory (no longer needed)
shutil.rmtree(build_directory)
def move_tf_keras_directory():
"""Move `keras/api/_tf_keras` to `keras/_tf_keras`, update references."""
shutil.move(os.path.join(package, "api", "_tf_keras"), "keras")
with open(os.path.join(package, "api", "__init__.py")) as f:
contents = f.read()
contents = contents.replace("from keras.api import _tf_keras", "")
with open(os.path.join(package, "api", "__init__.py"), "w") as f:
f.write(contents)
# Replace `keras.api._tf_keras` with `keras._tf_keras`.
for root, _, fnames in os.walk(os.path.join(package, "_tf_keras")):
for fname in fnames:
if fname.endswith(".py"):
tf_keras_fpath = os.path.join(root, fname)
with open(tf_keras_fpath) as f:
contents = f.read()
contents = contents.replace(
"keras.api._tf_keras", "keras._tf_keras"
)
with open(tf_keras_fpath, "w") as f:
f.write(contents)
def build_and_save_output(root_path, __version__):
# Build the package
os.system("python3 -m build")
# Save the dist files generated by the build process
os.chdir(root_path)
if not os.path.exists(dist_directory):
os.mkdir(dist_directory)
for fpath in glob.glob(
os.path.join(build_directory, dist_directory, "*.*")
):
shutil.copy(fpath, dist_directory)
# Find the .whl file path
whl_path = None
for fname in os.listdir(dist_directory):
if __version__ in fname and fname.endswith(".whl"):
whl_path = os.path.abspath(os.path.join(dist_directory, fname))
if whl_path:
print(f"Build successful. Wheel file available at {whl_path}")
else:
print("Build failed.")
return whl_path
def install_whl(whl_fpath):
print(f"Installing wheel file: {whl_fpath}")
os.system(f"pip3 install {whl_fpath} --force-reinstall --no-dependencies")
if __name__ == "__main__":
parser = argparse.ArgumentParser()
parser.add_argument(
"--install",
action="store_true",
help="Whether to install the generated wheel file.",
)
parser.add_argument(
"--nightly",
action="store_true",
help="Whether to generate nightly wheel file.",
)
parser.add_argument(
"--rc",
type=int,
help="Specify `[0-9] when generating RC wheels.",
)
args = parser.parse_args()
root_path = pathlib.Path(__file__).parent.resolve()
whl_path = build(root_path, args.nightly, args.rc)
if whl_path and args.install:
install_whl(whl_path)