| |
| |
| |
| |
| |
| |
| |
| |
| |
| |
| |
| |
| |
|
|
| """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| Because `pip` can install an outdated version of this extra despite |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| If the pyarrow package is outdated and ``raise_if_error`` is |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| "Dependency pyarrow is outdated, please upgrade" |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 |
|
|