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""" | ||
from keras_core import backend | ||
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MANIFEST: | ||
normal | ||
uniform | ||
truncated_normal | ||
dropout | ||
""" | ||
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from keras_core.backend.random import dropout | ||
from keras_core.backend.random import normal | ||
from keras_core.backend.random import truncated_normal | ||
from keras_core.backend.random import uniform | ||
dropout = backend.random.dropout | ||
normal = backend.random.normal | ||
truncated_normal = backend.random.truncated_normal | ||
uniform = backend.random.uniform |
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"""Script to create (and optionally install) a `.whl` archive for Keras Core. | ||
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 glob | ||
import os | ||
import pathlib | ||
import shutil | ||
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import namex | ||
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package = "keras_core" | ||
build_directory = "tmp_build_dir" | ||
dist_directory = "dist" | ||
to_copy = [ | ||
"setup.py", | ||
] | ||
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def ignore_files(_, filenames): | ||
return [f for f in filenames if f.endswith("_test.py")] | ||
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def build(): | ||
if os.path.exists(build_directory): | ||
raise ValueError(f"Directory already exists: {build_directory}") | ||
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whl_path = None | ||
try: | ||
# Copy sources (`keras_core/` directory and setup files) to build directory | ||
root_path = pathlib.Path(__file__).parent.resolve() | ||
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) | ||
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# Restructure the codebase so that source files live in `keras_core/src` | ||
namex.convert_codebase(package, code_directory="src") | ||
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# Generate API __init__.py files in `keras_core/` | ||
namex.generate_api_files(package, code_directory="src", verbose=True) | ||
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# Make sure to export the __version__ string | ||
from keras_core.src import __version__ # noqa: E402 | ||
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with open(os.path.join(package, "__init__.py")) as f: | ||
init_contents = f.read() | ||
with open(os.path.join(package, "__init__.py"), "w") as f: | ||
f.write(init_contents + "\n\n" + f'__version__ = "{__version__}"\n') | ||
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# Build the package | ||
os.system("python3 -m build") | ||
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# 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) | ||
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# Find the .whl file path | ||
for fname in os.listdir(dist_directory): | ||
if fname.endswith(".whl"): | ||
whl_path = os.path.abspath(os.path.join(dist_directory, fname)) | ||
print(f"Build successful. Wheel file available at {whl_path}") | ||
finally: | ||
# Clean up: remove the build directory (no longer needed) | ||
shutil.rmtree(build_directory) | ||
return whl_path | ||
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def install_whl(whl_fpath): | ||
print(f"Installing wheel file: {whl_fpath}") | ||
os.system(f"pip3 install {whl_fpath} --force-reinstall --no-dependencies") | ||
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if __name__ == "__main__": | ||
parser = argparse.ArgumentParser() | ||
parser.add_argument( | ||
"--install", | ||
action="store_true", | ||
help="Whether to install the generated wheel file.", | ||
) | ||
args = parser.parse_args() | ||
whl_path = build() | ||
if whl_path and args.install: | ||
install_whl(whl_path) |