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|
| | """Shared helper functions for verifying versions of installed modules.""" |
| |
|
| | import sys |
| | from typing import Any |
| |
|
| | import packaging.version |
| |
|
| | from google.cloud.bigquery import exceptions |
| |
|
| |
|
| | _MIN_PYARROW_VERSION = packaging.version.Version("3.0.0") |
| | _MIN_BQ_STORAGE_VERSION = packaging.version.Version("2.0.0") |
| | _BQ_STORAGE_OPTIONAL_READ_SESSION_VERSION = packaging.version.Version("2.6.0") |
| | _MIN_PANDAS_VERSION = packaging.version.Version("1.1.0") |
| |
|
| | _MIN_PANDAS_VERSION_RANGE = packaging.version.Version("1.5.0") |
| | _MIN_PYARROW_VERSION_RANGE = packaging.version.Version("10.0.1") |
| |
|
| |
|
| | class PyarrowVersions: |
| | """Version comparisons for pyarrow package.""" |
| |
|
| | def __init__(self): |
| | self._installed_version = None |
| |
|
| | @property |
| | def installed_version(self) -> packaging.version.Version: |
| | """Return the parsed version of pyarrow.""" |
| | if self._installed_version is None: |
| | import pyarrow |
| |
|
| | self._installed_version = packaging.version.parse( |
| | |
| | |
| | |
| | |
| | getattr(pyarrow, "__version__", "0.0.0") |
| | ) |
| |
|
| | return self._installed_version |
| |
|
| | @property |
| | def use_compliant_nested_type(self) -> bool: |
| | return self.installed_version.major >= 4 |
| |
|
| | def try_import(self, raise_if_error: bool = False) -> Any: |
| | """Verifies that a recent enough version of pyarrow extra is installed. |
| | |
| | The function assumes that pyarrow extra is installed, and should thus |
| | be used in places where this assumption holds. |
| | |
| | Because `pip` can install an outdated version of this extra despite |
| | the constraints in `setup.py`, the calling code can use this helper |
| | to verify the version compatibility at runtime. |
| | |
| | Returns: |
| | The ``pyarrow`` module or ``None``. |
| | |
| | Raises: |
| | exceptions.LegacyPyarrowError: |
| | If the pyarrow package is outdated and ``raise_if_error`` is |
| | ``True``. |
| | """ |
| | try: |
| | import pyarrow |
| | except ImportError as exc: |
| | if raise_if_error: |
| | raise exceptions.LegacyPyarrowError( |
| | "pyarrow package not found. Install pyarrow version >=" |
| | f" {_MIN_PYARROW_VERSION}." |
| | ) from exc |
| | return None |
| |
|
| | if self.installed_version < _MIN_PYARROW_VERSION: |
| | if raise_if_error: |
| | msg = ( |
| | "Dependency pyarrow is outdated, please upgrade" |
| | f" it to version >= {_MIN_PYARROW_VERSION}" |
| | f" (version found: {self.installed_version})." |
| | ) |
| | raise exceptions.LegacyPyarrowError(msg) |
| | return None |
| |
|
| | return pyarrow |
| |
|
| |
|
| | PYARROW_VERSIONS = PyarrowVersions() |
| |
|
| |
|
| | class BQStorageVersions: |
| | """Version comparisons for google-cloud-bigqueyr-storage package.""" |
| |
|
| | def __init__(self): |
| | self._installed_version = None |
| |
|
| | @property |
| | def installed_version(self) -> packaging.version.Version: |
| | """Return the parsed version of google-cloud-bigquery-storage.""" |
| | if self._installed_version is None: |
| | from google.cloud import bigquery_storage |
| |
|
| | self._installed_version = packaging.version.parse( |
| | |
| | |
| | |
| | |
| | getattr(bigquery_storage, "__version__", "0.0.0") |
| | ) |
| |
|
| | return self._installed_version |
| |
|
| | @property |
| | def is_read_session_optional(self) -> bool: |
| | """True if read_session is optional to rows(). |
| | |
| | See: https://github.com/googleapis/python-bigquery-storage/pull/228 |
| | """ |
| | return self.installed_version >= _BQ_STORAGE_OPTIONAL_READ_SESSION_VERSION |
| |
|
| | def try_import(self, raise_if_error: bool = False) -> Any: |
| | """Tries to import the bigquery_storage module, and returns results |
| | accordingly. It also verifies the module version is recent enough. |
| | |
| | If the import succeeds, returns the ``bigquery_storage`` module. |
| | |
| | If the import fails, |
| | returns ``None`` when ``raise_if_error == False``, |
| | raises Error when ``raise_if_error == True``. |
| | |
| | Returns: |
| | The ``bigquery_storage`` module or ``None``. |
| | |
| | Raises: |
| | exceptions.BigQueryStorageNotFoundError: |
| | If google-cloud-bigquery-storage is not installed |
| | exceptions.LegacyBigQueryStorageError: |
| | If google-cloud-bigquery-storage package is outdated |
| | """ |
| | try: |
| | from google.cloud import bigquery_storage |
| | except ImportError: |
| | if raise_if_error: |
| | msg = ( |
| | "Package google-cloud-bigquery-storage not found. " |
| | "Install google-cloud-bigquery-storage version >= " |
| | f"{_MIN_BQ_STORAGE_VERSION}." |
| | ) |
| | raise exceptions.BigQueryStorageNotFoundError(msg) |
| | return None |
| |
|
| | if self.installed_version < _MIN_BQ_STORAGE_VERSION: |
| | if raise_if_error: |
| | msg = ( |
| | "Dependency google-cloud-bigquery-storage is outdated, " |
| | f"please upgrade it to version >= {_MIN_BQ_STORAGE_VERSION} " |
| | f"(version found: {self.installed_version})." |
| | ) |
| | raise exceptions.LegacyBigQueryStorageError(msg) |
| | return None |
| |
|
| | return bigquery_storage |
| |
|
| |
|
| | BQ_STORAGE_VERSIONS = BQStorageVersions() |
| |
|
| |
|
| | class PandasVersions: |
| | """Version comparisons for pandas package.""" |
| |
|
| | def __init__(self): |
| | self._installed_version = None |
| |
|
| | @property |
| | def installed_version(self) -> packaging.version.Version: |
| | """Return the parsed version of pandas""" |
| | if self._installed_version is None: |
| | import pandas |
| |
|
| | self._installed_version = packaging.version.parse( |
| | |
| | |
| | |
| | |
| | getattr(pandas, "__version__", "0.0.0") |
| | ) |
| |
|
| | return self._installed_version |
| |
|
| | def try_import(self, raise_if_error: bool = False) -> Any: |
| | """Verify that a recent enough version of pandas extra is installed. |
| | The function assumes that pandas extra is installed, and should thus |
| | be used in places where this assumption holds. |
| | Because `pip` can install an outdated version of this extra despite |
| | the constraints in `setup.py`, the calling code can use this helper |
| | to verify the version compatibility at runtime. |
| | Returns: |
| | The ``pandas`` module or ``None``. |
| | Raises: |
| | exceptions.LegacyPandasError: |
| | If the pandas package is outdated and ``raise_if_error`` is |
| | ``True``. |
| | """ |
| | try: |
| | import pandas |
| | except ImportError as exc: |
| | if raise_if_error: |
| | raise exceptions.LegacyPandasError( |
| | "pandas package not found. Install pandas version >=" |
| | f" {_MIN_PANDAS_VERSION}" |
| | ) from exc |
| | return None |
| |
|
| | if self.installed_version < _MIN_PANDAS_VERSION: |
| | if raise_if_error: |
| | msg = ( |
| | "Dependency pandas is outdated, please upgrade" |
| | f" it to version >= {_MIN_PANDAS_VERSION}" |
| | f" (version found: {self.installed_version})." |
| | ) |
| | raise exceptions.LegacyPandasError(msg) |
| | return None |
| |
|
| | return pandas |
| |
|
| |
|
| | PANDAS_VERSIONS = PandasVersions() |
| |
|
| | |
| | |
| | |
| | |
| | SUPPORTS_RANGE_PYARROW = ( |
| | PANDAS_VERSIONS.try_import() is not None |
| | and PANDAS_VERSIONS.installed_version >= _MIN_PANDAS_VERSION_RANGE |
| | and PYARROW_VERSIONS.try_import() is not None |
| | and PYARROW_VERSIONS.installed_version >= _MIN_PYARROW_VERSION_RANGE |
| | ) |
| |
|
| |
|
| | def extract_runtime_version(): |
| | |
| | version_info = sys.version_info |
| |
|
| | |
| | major = version_info.major |
| | minor = version_info.minor |
| | micro = version_info.micro |
| |
|
| | |
| | return major, minor, micro |
| |
|