chore(deps): update dependency google-cloud-bigquery to v3

[renovate-bot]

This PR contains the following updates:

Package	Change	Age	Adoption	Passing	Confidence
google-cloud-bigquery	==2.34.3 -> ==3.0.1

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Release Notes

googleapis/python-bigquery

v3.0.1

Compare Source

v3.0.0

Compare Source

⚠ BREAKING CHANGES

• BigQuery Storage and pyarrow are required dependencies (#​776)
• use nullable Int64 and boolean dtypes in to_dataframe (#​786)
• destination tables are no-longer removed by create_job (#​891)
• In to_dataframe, use dbdate and dbtime dtypes from db-dtypes package for BigQuery DATE and TIME columns (#​972)
• automatically convert out-of-bounds dates in to_dataframe, remove date_as_object argument (#​972)
• mark the package as type-checked (#​1058)
• default to DATETIME type when loading timezone-naive datetimes from Pandas (#​1061)
• remove out-of-date BigQuery ML protocol buffers (#​1178)

Features

• add api_method parameter to Client.query to select INSERT or QUERY API (#​967) (76d88fb)
• default to DATETIME type when loading timezone-naive datetimes from Pandas (#​1061) (76d88fb)
• destination tables are no-longer removed by create_job (#​891) (76d88fb)
• In to_dataframe, use dbdate and dbtime dtypes from db-dtypes package for BigQuery DATE and TIME columns (#​972) (76d88fb)
• mark the package as type-checked (#​1058) (76d88fb)
• use StandardSqlField class for Model.feature_columns and Model.label_columns (#​1117) (76d88fb)

Bug Fixes

• automatically convert out-of-bounds dates in to_dataframe, remove date_as_object argument (#​972) (76d88fb)
• improve type annotations for mypy validation (#​1081) (76d88fb)
• remove out-of-date BigQuery ML protocol buffers (#​1178) (76d88fb)
• use nullable Int64 and boolean dtypes in to_dataframe (#​786) (76d88fb)

Documentation

• Add migration guide from version 2.x to 3.x (#​1027) (76d88fb)

Dependencies

• BigQuery Storage and pyarrow are required dependencies (#​776) (76d88fb)

2.34.3 (2022-03-29)

Bug Fixes

• update content-type header (#​1171) (921b440)

2.34.2 (2022-03-05)

Bug Fixes

• deps: require google-api-core>=1.31.5, >=2.3.2 (#​1157) (0c15790)
• deps: require proto-plus>=1.15.0 (0c15790)

2.34.1 (2022-03-02)

Dependencies

• add "extra" for IPython, exclude bad IPython release (#​1151) (0fbe12d)
• allow pyarrow 7.0 (#​1112) (57f8ea9)

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