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from __future__ import annotations |
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import importlib |
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import sys |
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from typing import TYPE_CHECKING |
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import warnings |
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from pandas.util._exceptions import find_stack_level |
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from pandas.util.version import Version |
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if TYPE_CHECKING: |
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import types |
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VERSIONS = { |
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"adbc-driver-postgresql": "0.8.0", |
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"adbc-driver-sqlite": "0.8.0", |
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"bs4": "4.11.2", |
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"blosc": "1.21.3", |
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"bottleneck": "1.3.6", |
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"dataframe-api-compat": "0.1.7", |
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"fastparquet": "2022.12.0", |
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"fsspec": "2022.11.0", |
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"html5lib": "1.1", |
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"hypothesis": "6.46.1", |
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"gcsfs": "2022.11.0", |
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"jinja2": "3.1.2", |
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"lxml.etree": "4.9.2", |
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"matplotlib": "3.6.3", |
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"numba": "0.56.4", |
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"numexpr": "2.8.4", |
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"odfpy": "1.4.1", |
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"openpyxl": "3.1.0", |
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"pandas_gbq": "0.19.0", |
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"psycopg2": "2.9.6", |
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"pymysql": "1.0.2", |
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"pyarrow": "10.0.1", |
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"pyreadstat": "1.2.0", |
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"pytest": "7.3.2", |
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"python-calamine": "0.1.7", |
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"pyxlsb": "1.0.10", |
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"s3fs": "2022.11.0", |
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"scipy": "1.10.0", |
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"sqlalchemy": "2.0.0", |
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"tables": "3.8.0", |
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"tabulate": "0.9.0", |
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"xarray": "2022.12.0", |
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"xlrd": "2.0.1", |
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"xlsxwriter": "3.0.5", |
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"zstandard": "0.19.0", |
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"tzdata": "2022.7", |
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"qtpy": "2.3.0", |
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"pyqt5": "5.15.9", |
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} |
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INSTALL_MAPPING = { |
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"bs4": "beautifulsoup4", |
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"bottleneck": "Bottleneck", |
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"jinja2": "Jinja2", |
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"lxml.etree": "lxml", |
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"odf": "odfpy", |
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"pandas_gbq": "pandas-gbq", |
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"python_calamine": "python-calamine", |
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"sqlalchemy": "SQLAlchemy", |
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"tables": "pytables", |
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} |
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def get_version(module: types.ModuleType) -> str: |
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version = getattr(module, "__version__", None) |
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if version is None: |
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raise ImportError(f"Can't determine version for {module.__name__}") |
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if module.__name__ == "psycopg2": |
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version = version.split()[0] |
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return version |
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def import_optional_dependency( |
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name: str, |
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extra: str = "", |
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errors: str = "raise", |
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min_version: str | None = None, |
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): |
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""" |
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Import an optional dependency. |
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By default, if a dependency is missing an ImportError with a nice |
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message will be raised. If a dependency is present, but too old, |
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we raise. |
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Parameters |
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---------- |
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name : str |
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The module name. |
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extra : str |
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Additional text to include in the ImportError message. |
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errors : str {'raise', 'warn', 'ignore'} |
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What to do when a dependency is not found or its version is too old. |
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* raise : Raise an ImportError |
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* warn : Only applicable when a module's version is to old. |
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Warns that the version is too old and returns None |
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* ignore: If the module is not installed, return None, otherwise, |
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return the module, even if the version is too old. |
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It's expected that users validate the version locally when |
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using ``errors="ignore"`` (see. ``io/html.py``) |
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min_version : str, default None |
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Specify a minimum version that is different from the global pandas |
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minimum version required. |
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Returns |
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------- |
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maybe_module : Optional[ModuleType] |
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The imported module, when found and the version is correct. |
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None is returned when the package is not found and `errors` |
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is False, or when the package's version is too old and `errors` |
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is ``'warn'`` or ``'ignore'``. |
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""" |
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assert errors in {"warn", "raise", "ignore"} |
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package_name = INSTALL_MAPPING.get(name) |
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install_name = package_name if package_name is not None else name |
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msg = ( |
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f"Missing optional dependency '{install_name}'. {extra} " |
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f"Use pip or conda to install {install_name}." |
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) |
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try: |
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module = importlib.import_module(name) |
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except ImportError: |
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if errors == "raise": |
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raise ImportError(msg) |
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return None |
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parent = name.split(".")[0] |
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if parent != name: |
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install_name = parent |
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module_to_get = sys.modules[install_name] |
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else: |
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module_to_get = module |
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minimum_version = min_version if min_version is not None else VERSIONS.get(parent) |
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if minimum_version: |
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version = get_version(module_to_get) |
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if version and Version(version) < Version(minimum_version): |
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msg = ( |
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f"Pandas requires version '{minimum_version}' or newer of '{parent}' " |
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f"(version '{version}' currently installed)." |
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) |
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if errors == "warn": |
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warnings.warn( |
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msg, |
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UserWarning, |
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stacklevel=find_stack_level(), |
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) |
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return None |
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elif errors == "raise": |
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raise ImportError(msg) |
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else: |
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return None |
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return module |
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