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Upload import_utils.py
Browse files- import_utils.py +116 -0
import_utils.py
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import importlib.metadata
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import importlib.util
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import operator as op
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from typing import Union
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from packaging import version
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STR_OPERATION_TO_FUNC = {
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">": op.gt,
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">=": op.ge,
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"==": op.eq,
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"!=": op.ne,
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"<=": op.le,
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"<": op.lt,
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}
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_optimum_available = importlib.util.find_spec("optimum") is not None
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_optimum_version = "N/A"
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if _optimum_available:
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try:
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_optimum_version = importlib.metadata.version("optimum")
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except importlib.metadata.PackageNotFoundError:
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_optimum_available = False
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_optimum_intel_available = (
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_optimum_available and importlib.util.find_spec("optimum.intel") is not None
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)
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_optimum_intel_version = "N/A"
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if _optimum_intel_available:
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try:
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_optimum_intel_version = importlib.metadata.version("optimum-intel")
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except importlib.metadata.PackageNotFoundError:
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_optimum_intel_available = False
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_ipex_available = importlib.util.find_spec("intel_extension_for_pytorch") is not None
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_openvino_available = importlib.util.find_spec("openvino") is not None
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# This function was copied from: https://github.com/huggingface/accelerate/blob/874c4967d94badd24f893064cc3bef45f57cadf7/src/accelerate/utils/versions.py#L319
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def compare_versions(
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library_or_version: Union[str, version.Version],
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operation: str,
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requirement_version: str,
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) -> bool:
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"""
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Compare a library version to some requirement using a given operation.
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Arguments:
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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(
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f"`operation` must be one of {list(STR_OPERATION_TO_FUNC.keys())}"
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f", received {operation}"
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)
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if isinstance(library_or_version, str):
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library_or_version = version.parse(
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importlib.metadata.version(library_or_version)
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)
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return STR_OPERATION_TO_FUNC[operation](
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library_or_version, version.parse(requirement_version)
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)
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def is_optimum_available() -> bool:
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return _optimum_available
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def is_optimum_intel_available() -> bool:
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return _optimum_intel_available
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def is_ipex_available() -> bool:
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return _ipex_available
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def is_openvino_available() -> bool:
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return _openvino_available
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def is_optimum_version(operation: str, reference_version: str) -> bool:
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"""
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Compare the current Optimum version to a given reference with an operation.
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"""
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if not _optimum_version:
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return False
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return compare_versions(
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version.parse(_optimum_version), operation, reference_version
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)
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def is_optimum_intel_version(operation: str, reference_version: str) -> bool:
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"""
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Compare the current Optimum Intel version to a given reference with an operation.
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"""
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if not _optimum_intel_version:
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return False
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return compare_versions(
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version.parse(_optimum_intel_version), operation, reference_version
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)
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IMPORT_ERROR = """
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requires the {0} library but it was not found in your environment.
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You can install it with pip: `pip install {0}`.
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Please note that you may need to restart your runtime after installation.
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"""
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