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import sys |
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import logging |
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import operator as op |
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from packaging import version |
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from packaging.version import Version, parse |
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from typing import Union |
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import importlib.util |
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if sys.version_info < (3, 8): |
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import importlib_metadata |
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else: |
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import importlib.metadata as importlib_metadata |
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STR_OPERATION_TO_FUNC = {">": op.gt, ">=": op.ge, "==": op.eq, "!=": op.ne, "<=": op.le, "<": op.lt} |
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logger = logging.getLogger(__name__) |
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_torch_available = importlib.util.find_spec("torch") is not None |
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if _torch_available: |
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try: |
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_torch_version = importlib_metadata.version("torch") |
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logger.info(f"PyTorch version {_torch_version} available.") |
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except importlib_metadata.PackageNotFoundError: |
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_torch_available = False |
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def compare_versions(library_or_version: Union[str, Version], operation: str, requirement_version: str): |
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""" |
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Args: |
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Compares a library version to some requirement using a given operation. |
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library_or_version (`str` or `packaging.version.Version`): |
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A library name or a version to check. |
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operation (`str`): |
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A string representation of an operator, such as `">"` or `"<="`. |
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requirement_version (`str`): |
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The version to compare the library version against |
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""" |
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if operation not in STR_OPERATION_TO_FUNC.keys(): |
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raise ValueError(f"`operation` must be one of {list(STR_OPERATION_TO_FUNC.keys())}, received {operation}") |
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operation = STR_OPERATION_TO_FUNC[operation] |
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if isinstance(library_or_version, str): |
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library_or_version = parse(importlib_metadata.version(library_or_version)) |
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return operation(library_or_version, parse(requirement_version)) |
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def is_torch_version(operation: str, version: str): |
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""" |
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Args: |
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Compares the current PyTorch version to a given reference with an operation. |
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operation (`str`): |
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A string representation of an operator, such as `">"` or `"<="` |
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version (`str`): |
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A string version of PyTorch |
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""" |
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return compare_versions(parse(_torch_version), operation, version) |