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BigQuery DataFrames (BigFrames)

  • User Guide
  • API Reference
  • Supported pandas APIs
  • Changelog
  • GitHub
  • User Guide
  • API Reference
  • Supported pandas APIs
  • Changelog
  • GitHub

Section Navigation

  • bigframes._config
    • bigframes._config.BigQueryOptions
    • bigframes._config.ComputeOptions
    • bigframes._config.DisplayOptions
    • bigframes._config.ExperimentOptions
    • bigframes._config.Options
    • bigframes._config.SamplingOptions
    • bigframes._config.option_context
  • bigframes.bigquery
    • bigframes.bigquery.approx_top_count
    • bigframes.bigquery.array_agg
    • bigframes.bigquery.array_concat
    • bigframes.bigquery.array_first
    • bigframes.bigquery.array_first_n
    • bigframes.bigquery.array_includes
    • bigframes.bigquery.array_includes_all
    • bigframes.bigquery.array_includes_any
    • bigframes.bigquery.array_is_distinct
    • bigframes.bigquery.array_last
    • bigframes.bigquery.array_length
    • bigframes.bigquery.array_reverse
    • bigframes.bigquery.array_slice
    • bigframes.bigquery.array_to_string
    • bigframes.bigquery.bit_count
    • bigframes.bigquery.bool_
    • bigframes.bigquery.create_external_table
    • bigframes.bigquery.create_vector_index
    • bigframes.bigquery.current_date
    • bigframes.bigquery.date
    • bigframes.bigquery.date_add
    • bigframes.bigquery.date_diff
    • bigframes.bigquery.date_from_unix_date
    • bigframes.bigquery.date_sub
    • bigframes.bigquery.date_trunc
    • bigframes.bigquery.deterministic_decrypt_bytes
    • bigframes.bigquery.deterministic_decrypt_string
    • bigframes.bigquery.deterministic_encrypt
    • bigframes.bigquery.double
    • bigframes.bigquery.flatten
    • bigframes.bigquery.float64
    • bigframes.bigquery.format_date
    • bigframes.bigquery.generate_array
    • bigframes.bigquery.hparam_candidates
    • bigframes.bigquery.hparam_range
    • bigframes.bigquery.int64
    • bigframes.bigquery.json_extract
    • bigframes.bigquery.json_extract_array
    • bigframes.bigquery.json_extract_string_array
    • bigframes.bigquery.json_keys
    • bigframes.bigquery.json_query
    • bigframes.bigquery.json_query_array
    • bigframes.bigquery.json_set
    • bigframes.bigquery.json_value
    • bigframes.bigquery.json_value_array
    • bigframes.bigquery.last_day
    • bigframes.bigquery.load_data
    • bigframes.bigquery.parse_bignumeric
    • bigframes.bigquery.parse_date
    • bigframes.bigquery.parse_json
    • bigframes.bigquery.parse_numeric
    • bigframes.bigquery.rand
    • bigframes.bigquery.sql_scalar
    • bigframes.bigquery.st_area
    • bigframes.bigquery.st_buffer
    • bigframes.bigquery.st_centroid
    • bigframes.bigquery.st_convexhull
    • bigframes.bigquery.st_difference
    • bigframes.bigquery.st_distance
    • bigframes.bigquery.st_intersection
    • bigframes.bigquery.st_isclosed
    • bigframes.bigquery.st_length
    • bigframes.bigquery.st_regionstats
    • bigframes.bigquery.st_simplify
    • bigframes.bigquery.string
    • bigframes.bigquery.struct
    • bigframes.bigquery.to_json
    • bigframes.bigquery.to_json_string
    • bigframes.bigquery.unix_date
    • bigframes.bigquery.unix_micros
    • bigframes.bigquery.unix_millis
    • bigframes.bigquery.unix_seconds
    • bigframes.bigquery.vector_search
  • bigframes.bigquery.aead
    • bigframes.bigquery.aead.decrypt_bytes
    • bigframes.bigquery.aead.decrypt_string
    • bigframes.bigquery.aead.encrypt
  • bigframes.bigquery.ai
    • bigframes.bigquery.ai.classify
    • bigframes.bigquery.ai.embed
    • bigframes.bigquery.ai.forecast
    • bigframes.bigquery.ai.generate
    • bigframes.bigquery.ai.generate_bool
    • bigframes.bigquery.ai.generate_double
    • bigframes.bigquery.ai.generate_embedding
    • bigframes.bigquery.ai.generate_int
    • bigframes.bigquery.ai.generate_table
    • bigframes.bigquery.ai.generate_text
    • bigframes.bigquery.ai.if_
    • bigframes.bigquery.ai.predict
    • bigframes.bigquery.ai.score
    • bigframes.bigquery.ai.similarity
  • bigframes.bigquery.ml
    • bigframes.bigquery.ml.create_model
    • bigframes.bigquery.ml.evaluate
    • bigframes.bigquery.ml.explain_predict
    • bigframes.bigquery.ml.forecast
    • bigframes.bigquery.ml.generate_embedding
    • bigframes.bigquery.ml.generate_text
    • bigframes.bigquery.ml.get_insights
    • bigframes.bigquery.ml.global_explain
    • bigframes.bigquery.ml.predict
    • bigframes.bigquery.ml.recommend
    • bigframes.bigquery.ml.transform
  • bigframes.bigquery.obj
    • bigframes.bigquery.obj.fetch_metadata
    • bigframes.bigquery.obj.get_access_url
    • bigframes.bigquery.obj.make_ref
  • bigframes.enums
    • bigframes.enums.DefaultIndexKind
    • bigframes.enums.OrderingMode
  • bigframes.exceptions
    • bigframes.exceptions.format_message
    • bigframes.exceptions.AmbiguousWindowWarning
    • bigframes.exceptions.ApiDeprecationWarning
    • bigframes.exceptions.BadIndexerKeyWarning
    • bigframes.exceptions.CleanupFailedWarning
    • bigframes.exceptions.DefaultIndexWarning
    • bigframes.exceptions.DefaultLocationWarning
    • bigframes.exceptions.FunctionAxisOnePreviewWarning
    • bigframes.exceptions.FunctionConflictTypeHintWarning
    • bigframes.exceptions.FunctionPackageVersionWarning
    • bigframes.exceptions.JSONDtypeWarning
    • bigframes.exceptions.MaximumResultRowsExceeded
    • bigframes.exceptions.NullIndexError
    • bigframes.exceptions.NullIndexPreviewWarning
    • bigframes.exceptions.ObsoleteVersionWarning
    • bigframes.exceptions.OperationAbortedError
    • bigframes.exceptions.OrderRequiredError
    • bigframes.exceptions.OrderingModePartialPreviewWarning
    • bigframes.exceptions.PreviewWarning
    • bigframes.exceptions.PythonTranspilerPreviewWarning
    • bigframes.exceptions.QueryComplexityError
    • bigframes.exceptions.TimeTravelCacheWarning
    • bigframes.exceptions.TimeTravelDisabledWarning
    • bigframes.exceptions.TranspilationError
    • bigframes.exceptions.UnknownDataTypeWarning
    • bigframes.exceptions.UnknownLocationWarning
  • bigframes.geopandas
    • bigframes.geopandas.GeoSeries
      • bigframes.geopandas.GeoSeries.area
      • bigframes.geopandas.GeoSeries.boundary
      • bigframes.geopandas.GeoSeries.centroid
      • bigframes.geopandas.GeoSeries.convex_hull
      • bigframes.geopandas.GeoSeries.is_closed
      • bigframes.geopandas.GeoSeries.length
      • bigframes.geopandas.GeoSeries.x
      • bigframes.geopandas.GeoSeries.y
      • bigframes.geopandas.GeoSeries.__init__
      • bigframes.geopandas.GeoSeries.buffer
      • bigframes.geopandas.GeoSeries.difference
      • bigframes.geopandas.GeoSeries.distance
      • bigframes.geopandas.GeoSeries.from_wkt
      • bigframes.geopandas.GeoSeries.from_xy
      • bigframes.geopandas.GeoSeries.intersection
      • bigframes.geopandas.GeoSeries.simplify
      • bigframes.geopandas.GeoSeries.to_wkt
  • bigframes.pandas
    • bigframes.pandas.clean_up_by_session_id
    • bigframes.pandas.close_session
    • bigframes.pandas.col
    • bigframes.pandas.concat
    • bigframes.pandas.crosstab
    • bigframes.pandas.cut
    • bigframes.pandas.deploy_remote_function
    • bigframes.pandas.deploy_udf
    • bigframes.pandas.get_default_session_id
    • bigframes.pandas.get_dummies
    • bigframes.pandas.get_global_session
    • bigframes.pandas.merge
    • bigframes.pandas.qcut
    • bigframes.pandas.read_arrow
    • bigframes.pandas.read_avro
    • bigframes.pandas.read_csv
    • bigframes.pandas.read_gbq
    • bigframes.pandas.read_gbq_function
    • bigframes.pandas.read_gbq_model
    • bigframes.pandas.read_gbq_query
    • bigframes.pandas.read_gbq_table
    • bigframes.pandas.read_json
    • bigframes.pandas.read_orc
    • bigframes.pandas.read_pandas
    • bigframes.pandas.read_parquet
    • bigframes.pandas.read_pickle
    • bigframes.pandas.remote_function
    • bigframes.pandas.reset_session
    • bigframes.pandas.to_datetime
    • bigframes.pandas.to_timedelta
    • bigframes.pandas.udf
    • bigframes.pandas.DataFrame
      • bigframes.pandas.DataFrame.T
      • bigframes.pandas.DataFrame.at
      • bigframes.pandas.DataFrame.axes
      • bigframes.pandas.DataFrame.bigquery
      • bigframes.pandas.DataFrame.bqclient
      • bigframes.pandas.DataFrame.columns
      • bigframes.pandas.DataFrame.dtypes
      • bigframes.pandas.DataFrame.empty
      • bigframes.pandas.DataFrame.iat
      • bigframes.pandas.DataFrame.iloc
      • bigframes.pandas.DataFrame.index
      • bigframes.pandas.DataFrame.loc
      • bigframes.pandas.DataFrame.ndim
      • bigframes.pandas.DataFrame.plot
      • bigframes.pandas.DataFrame.query_job
      • bigframes.pandas.DataFrame.shape
      • bigframes.pandas.DataFrame.size
      • bigframes.pandas.DataFrame.sql
      • bigframes.pandas.DataFrame.struct
      • bigframes.pandas.DataFrame.values
      • bigframes.pandas.DataFrame.__init__
      • bigframes.pandas.DataFrame.abs
      • bigframes.pandas.DataFrame.add
      • bigframes.pandas.DataFrame.add_prefix
      • bigframes.pandas.DataFrame.add_suffix
      • bigframes.pandas.DataFrame.agg
      • bigframes.pandas.DataFrame.aggregate
      • bigframes.pandas.DataFrame.align
      • bigframes.pandas.DataFrame.all
      • bigframes.pandas.DataFrame.any
      • bigframes.pandas.DataFrame.apply
      • bigframes.pandas.DataFrame.applymap
      • bigframes.pandas.DataFrame.area
      • bigframes.pandas.DataFrame.assign
      • bigframes.pandas.DataFrame.astype
      • bigframes.pandas.DataFrame.bar
      • bigframes.pandas.DataFrame.bfill
      • bigframes.pandas.DataFrame.cache
      • bigframes.pandas.DataFrame.combine
      • bigframes.pandas.DataFrame.combine_first
      • bigframes.pandas.DataFrame.copy
      • bigframes.pandas.DataFrame.corr
      • bigframes.pandas.DataFrame.corrwith
      • bigframes.pandas.DataFrame.count
      • bigframes.pandas.DataFrame.cov
      • bigframes.pandas.DataFrame.cummax
      • bigframes.pandas.DataFrame.cummin
      • bigframes.pandas.DataFrame.cumprod
      • bigframes.pandas.DataFrame.cumsum
      • bigframes.pandas.DataFrame.describe
      • bigframes.pandas.DataFrame.diff
      • bigframes.pandas.DataFrame.div
      • bigframes.pandas.DataFrame.divide
      • bigframes.pandas.DataFrame.dot
      • bigframes.pandas.DataFrame.drop
      • bigframes.pandas.DataFrame.drop_duplicates
      • bigframes.pandas.DataFrame.droplevel
      • bigframes.pandas.DataFrame.dropna
      • bigframes.pandas.DataFrame.duplicated
      • bigframes.pandas.DataFrame.eq
      • bigframes.pandas.DataFrame.equals
      • bigframes.pandas.DataFrame.eval
      • bigframes.pandas.DataFrame.expanding
      • bigframes.pandas.DataFrame.explode
      • bigframes.pandas.DataFrame.ffill
      • bigframes.pandas.DataFrame.fillna
      • bigframes.pandas.DataFrame.filter
      • bigframes.pandas.DataFrame.first_valid_index
      • bigframes.pandas.DataFrame.floordiv