Index _ | A | B | C | D | E | F | G | H | I | J | K | L | M | N | O | P | Q | R | S | T | U | V | W | X | Y | Z _ __getitem__() (bigframes.streaming.StreamingDataFrame method) __init__() (bigframes.geopandas.GeoSeries method) (bigframes.pandas.api.typing.DataFrameGroupBy method) (bigframes.pandas.api.typing.DatetimeMethods method) (bigframes.pandas.api.typing.SeriesGroupBy method) (bigframes.pandas.api.typing.StringMethods method) (bigframes.pandas.api.typing.StructAccessor method) (bigframes.pandas.api.typing.StructFrameAccessor method) (bigframes.pandas.api.typing.Window method) (bigframes.pandas.DataFrame method) (bigframes.pandas.Series method) __repr__() (bigframes.streaming.StreamingDataFrame method) __setitem__() (bigframes.streaming.StreamingDataFrame method) A abs() (bigframes.pandas.DataFrame method) (bigframes.pandas.Series method) accuracy_score() (in module bigframes.ml.metrics) add() (bigframes.pandas.DataFrame method) (bigframes.pandas.Series method) add_prefix() (bigframes.pandas.DataFrame method) (bigframes.pandas.Series method) add_suffix() (bigframes.pandas.DataFrame method) (bigframes.pandas.Series method) agg() (bigframes.pandas.api.typing.DataFrameGroupBy method) (bigframes.pandas.api.typing.SeriesGroupBy method) (bigframes.pandas.api.typing.Window method) (bigframes.pandas.DataFrame method) (bigframes.pandas.Series method) aggfunc (bigframes.pandas.NamedAgg attribute) aggregate() (bigframes.pandas.api.typing.DataFrameGroupBy method) (bigframes.pandas.api.typing.SeriesGroupBy method) (bigframes.pandas.api.typing.Window method) (bigframes.pandas.DataFrame method) (bigframes.pandas.Series method) ai (bigframes.pandas.DataFrame property) ai_operators (bigframes._config.ExperimentOptions property) ai_ops_confirmation_threshold (bigframes._config.ComputeOptions attribute) ai_ops_threshold_autofail (bigframes._config.ComputeOptions attribute) align() (bigframes.pandas.DataFrame method) AlignedExprT (bigframes.pandas.Series attribute) all() (bigframes.pandas.api.typing.DataFrameGroupBy method) (bigframes.pandas.api.typing.SeriesGroupBy method) (bigframes.pandas.DataFrame method) (bigframes.pandas.Index method) (bigframes.pandas.Series method) allow_large_results (bigframes._config.BigQueryOptions property) (bigframes._config.ComputeOptions attribute) AmbiguousWindowWarning any() (bigframes.pandas.api.typing.DataFrameGroupBy method) (bigframes.pandas.api.typing.SeriesGroupBy method) (bigframes.pandas.DataFrame method) (bigframes.pandas.Index method) (bigframes.pandas.Series method) ApiDeprecationWarning application_name (bigframes._config.BigQueryOptions property) apply() (bigframes.pandas.DataFrame method) (bigframes.pandas.Series method) applymap() (bigframes.pandas.DataFrame method) approx_top_count() (in module bigframes.bigquery) area (bigframes.geopandas.GeoSeries property) area() (bigframes.pandas.DataFrame method) (bigframes.pandas.Series method) argmax() (bigframes.pandas.Index method) (bigframes.pandas.Series method) argmin() (bigframes.pandas.Index method) (bigframes.pandas.Series method) ARIMAPlus (class in bigframes.ml.forecasting) array_agg() (in module bigframes.bigquery) array_length() (in module bigframes.bigquery) array_to_string() (in module bigframes.bigquery) assign() (bigframes.pandas.DataFrame method) assign_extra_query_labels() (bigframes._config.ComputeOptions method) astype() (bigframes.pandas.DataFrame method) (bigframes.pandas.Index method) (bigframes.pandas.Series method) at (bigframes.pandas.DataFrame property) (bigframes.pandas.Series property) auc() (in module bigframes.ml.metrics) autocorr() (bigframes.pandas.Series method) axes (bigframes.pandas.DataFrame property) B BadIndexerKeyWarning bar() (bigframes.pandas.DataFrame method) (bigframes.pandas.Series method) between() (bigframes.pandas.Series method) bfill() (bigframes.pandas.DataFrame method) (bigframes.pandas.Series method) bigframes._config module bigframes.bigquery module bigframes.bigquery.ai module bigframes.bigquery.ml module bigframes.bigquery.obj module bigframes.enums module bigframes.exceptions module bigframes.geopandas module bigframes.ml module bigframes.ml.cluster module bigframes.ml.compose module bigframes.ml.decomposition module bigframes.ml.ensemble module bigframes.ml.forecasting module bigframes.ml.imported module bigframes.ml.impute module bigframes.ml.linear_model module bigframes.ml.llm module bigframes.ml.metrics module bigframes.ml.model_selection module bigframes.ml.pipeline module bigframes.ml.preprocessing module bigframes.ml.remote module bigframes.pandas module bigframes.pandas.api.typing module bigframes.streaming module bigquery (bigframes._config.Options property) BigQueryOptions (class in bigframes._config) blob (bigframes.pandas.Series property) blob_display (bigframes._config.DisplayOptions attribute) (bigframes._config.ExperimentOptions property) blob_display_height (bigframes._config.DisplayOptions attribute) (bigframes._config.ExperimentOptions property) blob_display_width (bigframes._config.DisplayOptions attribute) (bigframes._config.ExperimentOptions property) boundary (bigframes.geopandas.GeoSeries property) bq_connection (bigframes._config.BigQueryOptions property) bqclient (bigframes.pandas.DataFrame property) buffer() (bigframes.geopandas.GeoSeries method) C cache() (bigframes.pandas.DataFrame method) (bigframes.pandas.Series method) capitalize() (bigframes.pandas.api.typing.StringMethods method) case_when() (bigframes.pandas.Series method) cat() (bigframes.pandas.api.typing.StringMethods method) center() (bigframes.pandas.api.typing.StringMethods method) centroid (bigframes.geopandas.GeoSeries property) chain (class in bigframes.ml.model_selection) classify() (in module bigframes.bigquery.ai) Claude3TextGenerator (class in bigframes.ml.llm) clean_up_by_session_id() (in module bigframes.pandas) CleanupFailedWarning client_endpoints_override (bigframes._config.BigQueryOptions property) clip() (bigframes.pandas.Series method) close_session() (in module bigframes.pandas) cluster_centers_ (bigframes.ml.cluster.KMeans property) coef_ (bigframes.ml.forecasting.ARIMAPlus property) col() (in module bigframes.pandas) column (bigframes.pandas.NamedAgg attribute) columns (bigframes.pandas.DataFrame property) ColumnTransformer (class in bigframes.ml.compose) combine() (bigframes.pandas.DataFrame method) (bigframes.pandas.Series method) combine_first() (bigframes.pandas.DataFrame method) (bigframes.pandas.Series method) components_ (bigframes.ml.decomposition.PCA property) compute (bigframes._config.Options property) ComputeOptions (class in bigframes._config) concat() (in module bigframes.pandas) confusion_matrix() (in module bigframes.ml.metrics) contains() (bigframes.pandas.api.typing.StringMethods method) convex_hull (bigframes.geopandas.GeoSeries property) copy() (bigframes.pandas.DataFrame method) (bigframes.pandas.Index method) (bigframes.pandas.Series method) corr() (bigframes.pandas.api.typing.DataFrameGroupBy method) (bigframes.pandas.DataFrame method) (bigframes.pandas.Series method) corrwith() (bigframes.pandas.DataFrame method) count() (bigframes.pandas.api.typing.DataFrameGroupBy method) (bigframes.pandas.api.typing.SeriesGroupBy method) (bigframes.pandas.api.typing.Window method) (bigframes.pandas.DataFrame method) (bigframes.pandas.Series method) cov() (bigframes.pandas.api.typing.DataFrameGroupBy method) (bigframes.pandas.DataFrame method) (bigframes.pandas.Series method) create_external_table() (in module bigframes.bigquery) create_model() (in module bigframes.bigquery.ml) create_vector_index() (in module bigframes.bigquery) credentials (bigframes._config.BigQueryOptions property) cross_validate() (in module bigframes.ml.model_selection) crosstab() (in module bigframes.pandas) cumcount() (bigframes.pandas.api.typing.DataFrameGroupBy method) (bigframes.pandas.api.typing.SeriesGroupBy method) cummax() (bigframes.pandas.api.typing.DataFrameGroupBy method) (bigframes.pandas.api.typing.SeriesGroupBy method) (bigframes.pandas.DataFrame method) (bigframes.pandas.Series method) cummin() (bigframes.pandas.api.typing.DataFrameGroupBy method) (bigframes.pandas.api.typing.SeriesGroupBy method) (bigframes.pandas.DataFrame method) (bigframes.pandas.Series method) cumprod() (bigframes.pandas.api.typing.DataFrameGroupBy method) (bigframes.pandas.api.typing.SeriesGroupBy method) (bigframes.pandas.DataFrame method) (bigframes.pandas.Series method) cumsum() (bigframes.pandas.api.typing.DataFrameGroupBy method) (bigframes.pandas.api.typing.SeriesGroupBy method) (bigframes.pandas.DataFrame method) (bigframes.pandas.Series method) cut() (in module bigframes.pandas) D DataFrame (class in bigframes.pandas) DataFrameGroupBy (class in bigframes.pandas.api.typing) date (bigframes.pandas.api.typing.DatetimeMethods property) DatetimeIndex (class in bigframes.pandas) DatetimeMethods (class in bigframes.pandas.api.typing) day (bigframes.pandas.api.typing.DatetimeMethods property) (bigframes.pandas.DatetimeIndex property) day_name() (bigframes.pandas.api.typing.DatetimeMethods method) day_of_week (bigframes.pandas.api.typing.DatetimeMethods property) (bigframes.pandas.DatetimeIndex property) day_of_year (bigframes.pandas.api.typing.DatetimeMethods property) dayofweek (bigframes.pandas.api.typing.DatetimeMethods property) (bigframes.pandas.DatetimeIndex property) dayofyear (bigframes.pandas.api.typing.DatetimeMethods property) days (bigframes.pandas.api.typing.DatetimeMethods property) DefaultIndexKind (class in bigframes.enums) DefaultIndexWarning DefaultLocationWarning deploy_remote_function() (in module bigframes.pandas) deploy_udf() (in module bigframes.pandas) describe() (bigframes.pandas.api.typing.DataFrameGroupBy method) (bigframes.pandas.api.typing.SeriesGroupBy method) (bigframes.pandas.DataFrame method) (bigframes.pandas.Series method) detect_anomalies() (bigframes.ml.cluster.KMeans method) (bigframes.ml.decomposition.PCA method) (bigframes.ml.forecasting.ARIMAPlus method) diff() (bigframes.pandas.api.typing.DataFrameGroupBy method) (bigframes.pandas.api.typing.SeriesGroupBy method) (bigframes.pandas.DataFrame method) (bigframes.pandas.Series method) difference() (bigframes.geopandas.GeoSeries method) display (bigframes._config.Options property) DisplayOptions (class in bigframes._config) distance() (bigframes.geopandas.GeoSeries method) div() (bigframes.pandas.DataFrame method) (bigframes.pandas.Series method) divide() (bigframes.pandas.DataFrame method) (bigframes.pandas.Series method) divmod() (bigframes.pandas.Series method) dot() (bigframes.pandas.DataFrame method) (bigframes.pandas.Series method) drop() (bigframes.pandas.DataFrame method) (bigframes.pandas.Index method) (bigframes.pandas.Series method) drop_duplicates() (bigframes.pandas.DataFrame method) (bigframes.pandas.Index method) (bigframes.pandas.Series method) droplevel() (bigframes.pandas.DataFrame method) (bigframes.pandas.Series method) dropna() (bigframes.pandas.DataFrame method) (bigframes.pandas.Index method) (bigframes.pandas.Series method) dt (bigframes.pandas.Series property) dtype (bigframes.pandas.Index property) (bigframes.pandas.Series property) dtypes (bigframes.pandas.api.typing.StructAccessor property) (bigframes.pandas.DataFrame property) (bigframes.pandas.Index property) (bigframes.pandas.Series property) duplicated() (bigframes.pandas.DataFrame method) (bigframes.pandas.Series method) E empty (bigframes.pandas.DataFrame property) (bigframes.pandas.Index property) (bigframes.pandas.Series property) enable_downsampling (bigframes._config.SamplingOptions attribute) enable_multi_query_execution (bigframes._config.ComputeOptions attribute) enable_polars_execution (bigframes._config.BigQueryOptions property) endswith() (bigframes.pandas.api.typing.StringMethods method) eq() (bigframes.pandas.DataFrame method) (bigframes.pandas.Series method) equals() (bigframes.pandas.DataFrame method) (bigframes.pandas.Series method) eval() (bigframes.pandas.DataFrame method) evaluate() (in module bigframes.bigquery.ml) expanding() (bigframes.pandas.api.typing.DataFrameGroupBy method) (bigframes.pandas.api.typing.SeriesGroupBy method) (bigframes.pandas.DataFrame method) (bigframes.pandas.Series method) ExperimentOptions (class in bigframes._config) experiments (bigframes._config.Options property) explain_predict() (in module bigframes.bigquery.ml) explained_variance_ (bigframes.ml.decomposition.PCA property) explained_variance_ratio_ (bigframes.ml.decomposition.PCA property) explode() (bigframes.pandas.api.typing.StructAccessor method) (bigframes.pandas.api.typing.StructFrameAccessor method) (bigframes.pandas.DataFrame method) (bigframes.pandas.Series method) extra_query_labels (bigframes._config.ComputeOptions attribute) extract() (bigframes.pandas.api.typing.StringMethods method) F f1_score() (in module bigframes.ml.metrics) fetch_metadata() (in module bigframes.bigquery.obj) ffill() (bigframes.pandas.DataFrame method) (bigframes.pandas.Series method) field() (bigframes.pandas.api.typing.StructAccessor method) fillna() (bigframes.pandas.DataFrame method) (bigframes.pandas.Index method) (bigframes.pandas.Series method) filter() (bigframes.pandas.DataFrame method) (bigframes.pandas.Series method) find() (bigframes.pandas.api.typing.StringMethods method) first() (bigframes.pandas.api.typing.DataFrameGroupBy method) (bigframes.pandas.api.typing.SeriesGroupBy method) first_valid_index() (bigframes.pandas.DataFrame method) fit() (bigframes.ml.compose.ColumnTransformer method) (bigframes.ml.impute.SimpleImputer method) (bigframes.ml.llm.GeminiTextGenerator method) (bigframes.ml.pipeline.Pipeline method) (bigframes.ml.preprocessing.KBinsDiscretizer method) (bigframes.ml.preprocessing.LabelEncoder method) (bigframes.ml.preprocessing.MaxAbsScaler method) (bigframes.ml.preprocessing.MinMaxScaler method) (bigframes.ml.preprocessing.OneHotEncoder method) (bigframes.ml.preprocessing.PolynomialFeatures method) (bigframes.ml.preprocessing.StandardScaler method) floor() (bigframes.pandas.api.typing.DatetimeMethods method) floordiv() (bigframes.pandas.DataFrame method) (bigframes.pandas.Series method) forecast() (in module bigframes.bigquery.ai) format_message() (in module bigframes.exceptions) from_arrays() (bigframes.pandas.MultiIndex class method) from_dict() (bigframes.pandas.DataFrame class method) from_frame() (bigframes.pandas.Index class method) from_glob_path() (in module bigframes.pandas) from_iterable() (bigframes.ml.model_selection.chain class method) from_records() (bigframes.pandas.DataFrame class method) from_tuples() (bigframes.pandas.MultiIndex class method) from_wkt() (bigframes.geopandas.GeoSeries class method) from_xy() (bigframes.geopandas.GeoSeries class method) fullmatch() (bigframes.pandas.api.typing.StringMethods method) FunctionAxisOnePreviewWarning FunctionConflictTypeHintWarning FunctionPackageVersionWarning G ge() (bigframes.pandas.DataFrame method) (bigframes.pandas.Series method) GeminiTextGenerator (class in bigframes.ml.llm) generate() (in module bigframes.bigquery.ai) generate_bool() (in module bigframes.bigquery.ai) generate_double() (in module bigframes.bigquery.ai) generate_embedding() (in module bigframes.bigquery.ai) (in module bigframes.bigquery.ml) generate_int() (in module bigframes.bigquery.ai) generate_table() (in module bigframes.bigquery.ai) generate_text() (in module bigframes.bigquery.ai) (in module bigframes.bigquery.ml) geo (bigframes.pandas.Series property) GeoSeries (class in bigframes.geopandas) get() (bigframes.pandas.api.typing.StringMethods method) (bigframes.pandas.DataFrame method) (bigframes.pandas.Series method) get_access_url() (in module bigframes.bigquery.obj) get_default_session_id() (in module bigframes.pandas) get_dummies() (in module bigframes.pandas) get_global_session() (in module bigframes.pandas) get_level_values() (bigframes.pandas.Index method) get_loc() (bigframes.pandas.Index method) global_explain() (bigframes.ml.linear_model.LinearRegression method) (in module bigframes.bigquery.ml) groupby() (bigframes.pandas.DataFrame method) (bigframes.pandas.Series method) gt() (bigframes.pandas.DataFrame method) (bigframes.pandas.Series method) H has_duplicates (bigframes.pandas.Index property) hasnans (bigframes.pandas.Series property) head() (bigframes.pandas.api.typing.DataFrameGroupBy method) (bigframes.pandas.api.typing.SeriesGroupBy method) (bigframes.pandas.DataFrame method) (bigframes.pandas.Series method) hist() (bigframes.pandas.DataFrame method) (bigframes.pandas.Series method) hour (bigframes.pandas.api.typing.DatetimeMethods property) I iat (bigframes.pandas.DataFrame property) (bigframes.pandas.Series property) idxmax() (bigframes.pandas.DataFrame method) (bigframes.pandas.Series method) idxmin() (bigframes.pandas.DataFrame method) (bigframes.pandas.Series method) if_() (in module bigframes.bigquery.ai) iloc (bigframes.pandas.DataFrame property) (bigframes.pandas.Series property) index (bigframes.pandas.DataFrame property) (bigframes.pandas.Series property) Index (class in bigframes.pandas) info() (bigframes.pandas.DataFrame method) insert() (bigframes.pandas.DataFrame method) interpolate() (bigframes.pandas.DataFrame method) (bigframes.pandas.Series method) intersection() (bigframes.geopandas.GeoSeries method) is_bigquery_thread_local (bigframes._config.Options property) is_closed (bigframes.geopandas.GeoSeries property) is_monotonic_decreasing (bigframes.pandas.Index property) (bigframes.pandas.Series property) is_monotonic_increasing (bigframes.pandas.Index property) (bigframes.pandas.Series property) is_unique (bigframes.pandas.Index property) isalnum() (bigframes.pandas.api.typing.StringMethods method) isalpha() (bigframes.pandas.api.typing.StringMethods method) isdecimal() (bigframes.pandas.api.typing.StringMethods method) isdigit() (bigframes.pandas.api.typing.StringMethods method) isin() (bigframes.pandas.DataFrame method) (bigframes.pandas.Index method) (bigframes.pandas.Series method) islower() (bigframes.pandas.api.typing.StringMethods method) isna() (bigframes.pandas.DataFrame method) (bigframes.pandas.Series method) isnull() (bigframes.pandas.DataFrame method) (bigframes.pandas.Series method) isnumeric() (bigframes.pandas.api.typing.StringMethods method) isocalendar() (bigframes.pandas.api.typing.DatetimeMethods method) isspace() (bigframes.pandas.api.typing.StringMethods method) isupper() (bigframes.pandas.api.typing.StringMethods method) item() (bigframes.pandas.Index method) (bigframes.pandas.Series method) items() (bigframes.pandas.DataFrame method) (bigframes.pandas.Series method) iterrows() (bigframes.pandas.DataFrame method) itertuples() (bigframes.pandas.DataFrame method) J join() (bigframes.pandas.api.typing.StringMethods method) (bigframes.pandas.DataFrame method) json_extract() (in module bigframes.bigquery) json_extract_array() (in module bigframes.bigquery) json_extract_string_array() (in module bigframes.bigquery) json_keys() (in module bigframes.bigquery) json_query() (in module bigframes.bigquery) json_query_array() (in module bigframes.bigquery) json_set() (in module bigframes.bigquery) json_value() (in module bigframes.bigquery) json_value_array() (in module bigframes.bigquery) JSONDtypeWarning K KBinsDiscretizer (class in bigframes.ml.preprocessing) keys() (bigframes.pandas.DataFrame method) (bigframes.pandas.Series method) KFold (class in bigframes.ml.model_selection) KMeans (class in bigframes.ml.cluster) kms_key_name (bigframes._config.BigQueryOptions property) kurt() (bigframes.pandas.api.typing.DataFrameGroupBy method) (bigframes.pandas.api.typing.SeriesGroupBy method) (bigframes.pandas.DataFrame method) (bigframes.pandas.Series method) kurtosis() (bigframes.pandas.api.typing.DataFrameGroupBy method) (bigframes.pandas.api.typing.SeriesGroupBy method) (bigframes.pandas.DataFrame method) (bigframes.pandas.Series method) L LabelEncoder (class in bigframes.ml.preprocessing) last() (bigframes.pandas.api.typing.DataFrameGroupBy method) (bigframes.pandas.api.typing.SeriesGroupBy method) le() (bigframes.pandas.DataFrame method) (bigframes.pandas.Series method) len() (bigframes.pandas.api.typing.StringMethods method) length (bigframes.geopandas.GeoSeries property) line() (bigframes.pandas.DataFrame method) (bigframes.pandas.Series method) LinearRegression (class in bigframes.ml.linear_model) list (bigframes.pandas.Series property) ljust() (bigframes.pandas.api.typing.StringMethods method) load_data() (in module bigframes.bigquery) loc (bigframes.pandas.DataFrame property) (bigframes.pandas.Series property) location (bigframes._config.BigQueryOptions property) LogisticRegression (class in bigframes.ml.linear_model) lower() (bigframes.pandas.api.typing.StringMethods method) lstrip() (bigframes.pandas.api.typing.StringMethods method) lt() (bigframes.pandas.DataFrame method) (bigframes.pandas.Series method) M make_ref() (in module bigframes.bigquery.obj) map() (bigframes.pandas.DataFrame method) (bigframes.pandas.Series method) mask() (bigframes.pandas.DataFrame method) (bigframes.pandas.Series method) match() (bigframes.pandas.api.typing.StringMethods method) MatrixFactorization (class in bigframes.ml.decomposition) max() (bigframes.pandas.api.typing.DataFrameGroupBy method) (bigframes.pandas.api.typing.SeriesGroupBy method) (bigframes.pandas.api.typing.Window method) (bigframes.pandas.DataFrame method) (bigframes.pandas.Index method) (bigframes.pandas.Series method) max_columns (bigframes._config.DisplayOptions attribute) max_colwidth (bigframes._config.DisplayOptions attribute) max_download_size (bigframes._config.SamplingOptions attribute) max_info_columns (bigframes._config.DisplayOptions attribute) max_info_rows (bigframes._config.DisplayOptions attribute) max_rows (bigframes._config.DisplayOptions attribute) MaxAbsScaler (class in bigframes.ml.preprocessing) maximum_bytes_billed (bigframes._config.ComputeOptions attribute) maximum_result_rows (bigframes._config.ComputeOptions attribute) MaximumResultRowsExceeded mean() (bigframes.pandas.api.typing.DataFrameGroupBy method) (bigframes.pandas.api.typing.SeriesGroupBy method) (bigframes.pandas.api.typing.Window method) (bigframes.pandas.DataFrame method) (bigframes.pandas.Series method) mean_absolute_error() (in module bigframes.ml.metrics) mean_squared_error() (in module bigframes.ml.metrics) median() (bigframes.pandas.api.typing.DataFrameGroupBy method) (bigframes.pandas.api.typing.SeriesGroupBy method) (bigframes.pandas.DataFrame method) (bigframes.pandas.Series method) melt() (bigframes.pandas.DataFrame method) memory_usage (bigframes._config.DisplayOptions attribute) memory_usage() (bigframes.pandas.DataFrame method) merge() (bigframes.pandas.DataFrame method) (in module bigframes.pandas) microseconds (bigframes.pandas.api.typing.DatetimeMethods property) min() (bigframes.pandas.api.typing.DataFrameGroupBy method) (bigframes.pandas.api.typing.SeriesGroupBy method) (bigframes.pandas.api.typing.Window method) (bigframes.pandas.DataFrame method) (bigframes.pandas.Index method) (bigframes.pandas.Series method) MinMaxScaler (class in bigframes.ml.preprocessing) minute (bigframes.pandas.api.typing.DatetimeMethods property) mod() (bigframes.pandas.DataFrame method) (bigframes.pandas.Series method) mode() (bigframes.pandas.Series method) module bigframes._config bigframes.bigquery bigframes.bigquery.ai bigframes.bigquery.ml bigframes.bigquery.obj bigframes.enums bigframes.exceptions bigframes.geopandas bigframes.ml bigframes.ml.cluster bigframes.ml.compose bigframes.ml.decomposition bigframes.ml.ensemble bigframes.ml.forecasting bigframes.ml.imported bigframes.ml.impute bigframes.ml.linear_model bigframes.ml.llm bigframes.ml.metrics bigframes.ml.model_selection bigframes.ml.pipeline bigframes.ml.preprocessing bigframes.ml.remote bigframes.pandas bigframes.pandas.api.typing bigframes.streaming month (bigframes.pandas.api.typing.DatetimeMethods property) (bigframes.pandas.DatetimeIndex property) mul() (bigframes.pandas.DataFrame method) (bigframes.pandas.Series method) MultiIndex (class in bigframes.pandas) MultimodalEmbeddingGenerator (class in bigframes.ml.llm) multiply() (bigframes.pandas.DataFrame method) (bigframes.pandas.Series method) N name (bigframes.pandas.Index property) (bigframes.pandas.Series property) NamedAgg (class in bigframes.pandas) names (bigframes.pandas.Index property) ndim (bigframes.pandas.DataFrame property) (bigframes.pandas.Index property) (bigframes.pandas.Series property) ne() (bigframes.pandas.DataFrame method) (bigframes.pandas.Series method) nlargest() (bigframes.pandas.DataFrame method) (bigframes.pandas.Series method) nlevels (bigframes.pandas.Index property) normalize() (bigframes.pandas.api.typing.DatetimeMethods method) notna() (bigframes.pandas.DataFrame method) (bigframes.pandas.Series method) notnull() (bigframes.pandas.DataFrame method) (bigframes.pandas.Series method) nsmallest() (bigframes.pandas.DataFrame method) (bigframes.pandas.Series method) NullIndexError NullIndexPreviewWarning nunique() (bigframes.pandas.api.typing.DataFrameGroupBy method) (bigframes.pandas.api.typing.SeriesGroupBy method) (bigframes.pandas.DataFrame method) (bigframes.pandas.Index method) (bigframes.pandas.Series method) O ObsoleteVersionWarning OneHotEncoder (class in bigframes.ml.preprocessing) ONNXModel (class in bigframes.ml.imported) OperationAbortedError option_context (class in bigframes._config) Options (class in bigframes._config) ordering_mode (bigframes._config.BigQueryOptions property) OrderingMode (class in bigframes.enums) OrderingModePartialPreviewWarning OrderRequiredError P pad() (bigframes.pandas.api.typing.StringMethods method) (bigframes.pandas.Series method) parse_json() (in module bigframes.bigquery) PCA (class in bigframes.ml.decomposition) pct_change() (bigframes.pandas.DataFrame method) (bigframes.pandas.Series method) peek() (bigframes.pandas.DataFrame method) (bigframes.pandas.Series method) pipe() (bigframes.pandas.DataFrame method) (bigframes.pandas.Series method) Pipeline (class in bigframes.ml.pipeline) pivot() (bigframes.pandas.DataFrame method) pivot_table() (bigframes.pandas.DataFrame method) plot (bigframes.pandas.DataFrame property) (bigframes.pandas.Series property) PolynomialFeatures (class in bigframes.ml.preprocessing) pow() (bigframes.pandas.DataFrame method) (bigframes.pandas.Series method) precision (bigframes._config.DisplayOptions attribute) precision_score() (in module bigframes.ml.metrics) predict() (bigframes.ml.cluster.KMeans method) (bigframes.ml.decomposition.MatrixFactorization method) (bigframes.ml.decomposition.PCA method) (bigframes.ml.ensemble.RandomForestClassifier method) (bigframes.ml.ensemble.RandomForestRegressor method) (bigframes.ml.ensemble.XGBClassifier method) (bigframes.ml.ensemble.XGBRegressor method) (bigframes.ml.forecasting.ARIMAPlus method) (bigframes.ml.imported.ONNXModel method) (bigframes.ml.imported.TensorFlowModel method) (bigframes.ml.imported.XGBoostModel method) (bigframes.ml.linear_model.LinearRegression method) (bigframes.ml.linear_model.LogisticRegression method) (bigframes.ml.llm.Claude3TextGenerator method) (bigframes.ml.llm.GeminiTextGenerator method) (bigframes.ml.llm.MultimodalEmbeddingGenerator method) (bigframes.ml.llm.TextEmbeddingGenerator method) (bigframes.ml.remote.VertexAIModel method) (in module bigframes.bigquery.ml) predict_explain() (bigframes.ml.forecasting.ARIMAPlus method) (bigframes.ml.linear_model.LinearRegression method) (bigframes.ml.linear_model.LogisticRegression method) PreviewWarning prod() (bigframes.pandas.api.typing.SeriesGroupBy method) (bigframes.pandas.DataFrame method) (bigframes.pandas.Series method) product() (bigframes.pandas.DataFrame method) (bigframes.pandas.Series method) progress_bar (bigframes._config.DisplayOptions attribute) project (bigframes._config.BigQueryOptions property) Q qcut() (in module bigframes.pandas) quantile() (bigframes.pandas.api.typing.DataFrameGroupBy method) (bigframes.pandas.api.typing.SeriesGroupBy method) (bigframes.pandas.DataFrame method) (bigframes.pandas.Series method) quarter (bigframes.pandas.api.typing.DatetimeMethods property) query() (bigframes.pandas.DataFrame method) query_job (bigframes.pandas.DataFrame property) (bigframes.pandas.Index property) (bigframes.pandas.Series property) QueryComplexityError R r2_score() (in module bigframes.ml.metrics) radd() (bigframes.pandas.DataFrame method) (bigframes.pandas.Series method) random_state (bigframes._config.SamplingOptions attribute) RandomForestClassifier (class in bigframes.ml.ensemble) RandomForestRegressor (class in bigframes.ml.ensemble) rank() (bigframes.pandas.api.typing.DataFrameGroupBy method) (bigframes.pandas.api.typing.SeriesGroupBy method) (bigframes.pandas.DataFrame method) (bigframes.pandas.Series method) rating_col (bigframes.ml.decomposition.MatrixFactorization property) rdiv() (bigframes.pandas.DataFrame method) (bigframes.pandas.Series method) rdivmod() (bigframes.pandas.Series method) read_arrow() (in module bigframes.pandas) read_csv() (in module bigframes.pandas) read_gbq() (in module bigframes.pandas) read_gbq_function() (in module bigframes.pandas) read_gbq_model() (in module bigframes.pandas) read_gbq_object_table() (in module bigframes.pandas) read_gbq_query() (in module bigframes.pandas) read_gbq_table() (in module bigframes.pandas) (in module bigframes.streaming) read_json() (in module bigframes.pandas) read_pandas() (in module bigframes.pandas) read_parquet() (in module bigframes.pandas) read_pickle() (in module bigframes.pandas) recall_score() (in module bigframes.ml.metrics) reindex() (bigframes.pandas.DataFrame method) (bigframes.pandas.Series method) reindex_like() (bigframes.pandas.DataFrame method) (bigframes.pandas.Series method) remote_function() (in module bigframes.pandas) rename() (bigframes.pandas.DataFrame method) (bigframes.pandas.Index method) (bigframes.pandas.Series method) (bigframes.streaming.StreamingDataFrame method) rename_axis() (bigframes.pandas.DataFrame method) (bigframes.pandas.Series method) render_mode (bigframes._config.DisplayOptions attribute) reorder_levels() (bigframes.pandas.DataFrame method) (bigframes.pandas.Series method) repeat() (bigframes.pandas.api.typing.StringMethods method) replace() (bigframes.pandas.api.typing.StringMethods method) (bigframes.pandas.DataFrame method) (bigframes.pandas.Series method) repr_mode (bigframes._config.DisplayOptions attribute) requests_transport_adapters (bigframes._config.BigQueryOptions property) resample() (bigframes.pandas.DataFrame method) (bigframes.pandas.Series method) reset() (bigframes._config.Options method) reset_index() (bigframes.pandas.DataFrame method) (bigframes.pandas.Series method) reset_session() (in module bigframes.pandas) reverse() (bigframes.pandas.api.typing.StringMethods method) rfloordiv() (bigframes.pandas.DataFrame method) (bigframes.pandas.Series method) rjust() (bigframes.pandas.api.typing.StringMethods method) rmod() (bigframes.pandas.DataFrame method) (bigframes.pandas.Series method) rmul() (bigframes.pandas.DataFrame method) (bigframes.pandas.Series method) roc_auc_score() (in module bigframes.ml.metrics) roc_curve() (in module bigframes.ml.metrics) rolling() (bigframes.pandas.api.typing.DataFrameGroupBy method) (bigframes.pandas.api.typing.SeriesGroupBy method) (bigframes.pandas.DataFrame method) (bigframes.pandas.Series method) round() (bigframes.pandas.DataFrame method) (bigframes.pandas.Series method) rpow() (bigframes.pandas.DataFrame method) (bigframes.pandas.Series method) rstrip() (bigframes.pandas.api.typing.StringMethods method) rsub() (bigframes.pandas.DataFrame method) (bigframes.pandas.Series method) rtruediv() (bigframes.pandas.DataFrame method) (bigframes.pandas.Series method) S sample() (bigframes.pandas.DataFrame method) (bigframes.pandas.Series method) sampling (bigframes._config.Options property) sampling_method (bigframes._config.SamplingOptions attribute) SamplingOptions (class in bigframes._config) scatter() (bigframes.pandas.DataFrame method) score() (bigframes.ml.cluster.KMeans method) (bigframes.ml.decomposition.MatrixFactorization method) (bigframes.ml.decomposition.PCA method) (bigframes.ml.ensemble.RandomForestClassifier method) (bigframes.ml.ensemble.RandomForestRegressor method) (bigframes.ml.ensemble.XGBClassifier method) (bigframes.ml.ensemble.XGBRegressor method) (bigframes.ml.forecasting.ARIMAPlus method) (bigframes.ml.linear_model.LinearRegression method) (bigframes.ml.linear_model.LogisticRegression method) (bigframes.ml.llm.GeminiTextGenerator method) (in module bigframes.bigquery.ai) second (bigframes.pandas.api.typing.DatetimeMethods property) seconds (bigframes.pandas.api.typing.DatetimeMethods property) select_dtypes() (bigframes.pandas.DataFrame method) semantic_operators (bigframes._config.ExperimentOptions property) semantic_ops_confirmation_threshold (bigframes._config.ComputeOptions attribute) semantic_ops_threshold_autofail (bigframes._config.ComputeOptions attribute) semantics (bigframes.pandas.DataFrame property) SEQUENTIAL_INT64 (bigframes.enums.DefaultIndexKind attribute) Series (class in bigframes.pandas) SeriesGroupBy (class in bigframes.pandas.api.typing) set_index() (bigframes.pandas.DataFrame method) shape (bigframes.pandas.DataFrame property) (bigframes.pandas.Index property) (bigframes.pandas.Series property) shift() (bigframes.pandas.api.typing.DataFrameGroupBy method) (bigframes.pandas.api.typing.SeriesGroupBy method) (bigframes.pandas.DataFrame method) (bigframes.pandas.Series method) SimpleImputer (class in bigframes.ml.impute) simplify() (bigframes.geopandas.GeoSeries method) size (bigframes.pandas.DataFrame property) (bigframes.pandas.Index property) (bigframes.pandas.Series property) size() (bigframes.pandas.api.typing.DataFrameGroupBy method) (bigframes.pandas.api.typing.SeriesGroupBy method) skew() (bigframes.pandas.api.typing.DataFrameGroupBy method) (bigframes.pandas.api.typing.SeriesGroupBy method) (bigframes.pandas.DataFrame method) (bigframes.pandas.Series method) skip_bq_connection_check (bigframes._config.BigQueryOptions property) slice() (bigframes.pandas.api.typing.StringMethods method) sort_index() (bigframes.pandas.DataFrame method) (bigframes.pandas.Series method) sort_values() (bigframes.pandas.DataFrame method) (bigframes.pandas.Index method) (bigframes.pandas.Series method) split() (bigframes.pandas.api.typing.StringMethods method) sql (bigframes.pandas.DataFrame property) sql_compiler (bigframes._config.ExperimentOptions property) sql_scalar() (in module bigframes.bigquery) SQLScalarColumnTransformer (class in bigframes.ml.compose) st_area() (in module bigframes.bigquery) st_buffer() (in module bigframes.bigquery) st_centroid() (in module bigframes.bigquery) st_convexhull() (in module bigframes.bigquery) st_difference() (in module bigframes.bigquery) st_distance() (in module bigframes.bigquery) st_intersection() (in module bigframes.bigquery) st_isclosed() (in module bigframes.bigquery) st_length() (in module bigframes.bigquery) st_regionstats() (in module bigframes.bigquery) st_simplify() (in module bigframes.bigquery) stack() (bigframes.pandas.DataFrame method) StandardScaler (class in bigframes.ml.preprocessing) startswith() (bigframes.pandas.api.typing.StringMethods method) std() (bigframes.pandas.api.typing.DataFrameGroupBy method) (bigframes.pandas.api.typing.SeriesGroupBy method) (bigframes.pandas.api.typing.Window method) (bigframes.pandas.DataFrame method) (bigframes.pandas.Series method) str (bigframes.pandas.Index property) (bigframes.pandas.Series property) StreamingDataFrame (class in bigframes.streaming) strftime() (bigframes.pandas.api.typing.DatetimeMethods method) StringMethods (class in bigframes.pandas.api.typing) strip() (bigframes.pandas.api.typing.StringMethods method) struct (bigframes.pandas.DataFrame property) (bigframes.pandas.Series property) struct() (in module bigframes.bigquery) StructAccessor (class in bigframes.pandas.api.typing) StructFrameAccessor (class in bigframes.pandas.api.typing) sub() (bigframes.pandas.DataFrame method) (bigframes.pandas.Series method) subtract() (bigframes.pandas.DataFrame method) (bigframes.pandas.Series method) sum() (bigframes.pandas.api.typing.DataFrameGroupBy method) (bigframes.pandas.api.typing.SeriesGroupBy method) (bigframes.pandas.api.typing.Window method) (bigframes.pandas.DataFrame method) (bigframes.pandas.Series method) summary() (bigframes.ml.forecasting.ARIMAPlus method) swaplevel() (bigframes.pandas.DataFrame method) (bigframes.pandas.Series method) T T (bigframes.pandas.DataFrame property) (bigframes.pandas.Index property) (bigframes.pandas.Series property) tail() (bigframes.pandas.DataFrame method) (bigframes.pandas.Series method) take() (bigframes.pandas.DataFrame method) (bigframes.pandas.Series method) TensorFlowModel (class in bigframes.ml.imported) TextEmbeddingGenerator (class in bigframes.ml.llm) time (bigframes.pandas.api.typing.DatetimeMethods property) TimeTravelCacheWarning TimeTravelDisabledWarning to_arrow() (bigframes.pandas.DataFrame method) to_blob() (bigframes.pandas.api.typing.StringMethods method) to_csv() (bigframes.pandas.DataFrame method) (bigframes.pandas.Series method) to_datetime() (in module bigframes.pandas) to_dict() (bigframes.pandas.DataFrame method) (bigframes.pandas.Series method) to_excel() (bigframes.pandas.DataFrame method) (bigframes.pandas.Series method) to_frame() (bigframes.pandas.Series method) to_gbq() (bigframes.ml.cluster.KMeans method) (bigframes.ml.decomposition.MatrixFactorization method) (bigframes.ml.decomposition.PCA method) (bigframes.ml.ensemble.RandomForestClassifier method) (bigframes.ml.ensemble.RandomForestRegressor method) (bigframes.ml.ensemble.XGBClassifier method) (bigframes.ml.ensemble.XGBRegressor method) (bigframes.ml.forecasting.ARIMAPlus method) (bigframes.ml.imported.ONNXModel method) (bigframes.ml.imported.TensorFlowModel method) (bigframes.ml.imported.XGBoostModel method) (bigframes.ml.linear_model.LinearRegression method) (bigframes.ml.linear_model.LogisticRegression method) (bigframes.ml.llm.Claude3TextGenerator method) (bigframes.ml.llm.GeminiTextGenerator method) (bigframes.ml.llm.MultimodalEmbeddingGenerator method) (bigframes.ml.llm.TextEmbeddingGenerator method) (bigframes.ml.pipeline.Pipeline method) (bigframes.pandas.DataFrame method) to_html() (bigframes.pandas.DataFrame method) to_json() (bigframes.pandas.DataFrame method) (bigframes.pandas.Series method) (in module bigframes.bigquery) to_json_string() (in module bigframes.bigquery) to_latex() (bigframes.pandas.DataFrame method) (bigframes.pandas.Series method) to_list() (bigframes.pandas.Index method) (bigframes.pandas.Series method) to_markdown() (bigframes.pandas.DataFrame method) (bigframes.pandas.Series method) to_numpy() (bigframes.pandas.DataFrame method) (bigframes.pandas.Index method) (bigframes.pandas.Series method) to_orc() (bigframes.pandas.DataFrame method) to_pandas() (bigframes.pandas.DataFrame method) (bigframes.pandas.Index method) (bigframes.pandas.Series method) to_pandas_batches() (bigframes.pandas.DataFrame method) (bigframes.pandas.Series method) to_parquet() (bigframes.pandas.DataFrame method) to_pickle() (bigframes.pandas.DataFrame method) (bigframes.pandas.Series method) to_records() (bigframes.pandas.DataFrame method) to_series() (bigframes.pandas.Index method) to_string() (bigframes.pandas.DataFrame method) (bigframes.pandas.Series method) to_timedelta() (in module bigframes.pandas) to_wkt() (bigframes.geopandas.GeoSeries method) to_xarray() (bigframes.pandas.Series method) tolist() (bigframes.pandas.Series method) total_seconds() (bigframes.pandas.api.typing.DatetimeMethods method) train_test_split() (in module bigframes.ml.model_selection) transform() (bigframes.ml.compose.ColumnTransformer method) (bigframes.ml.impute.SimpleImputer method) (bigframes.ml.preprocessing.KBinsDiscretizer method) (bigframes.ml.preprocessing.LabelEncoder method) (bigframes.ml.preprocessing.MaxAbsScaler method) (bigframes.ml.preprocessing.MinMaxScaler method) (bigframes.ml.preprocessing.OneHotEncoder method) (bigframes.ml.preprocessing.PolynomialFeatures method) (bigframes.ml.preprocessing.StandardScaler method) (in module bigframes.bigquery.ml) transformers_ (bigframes.ml.compose.ColumnTransformer property) transpose() (bigframes.pandas.DataFrame method) (bigframes.pandas.Index method) (bigframes.pandas.Series method) truediv() (bigframes.pandas.DataFrame method) (bigframes.pandas.Series method) tz (bigframes.pandas.api.typing.DatetimeMethods property) tz_localize() (bigframes.pandas.api.typing.DatetimeMethods method) U udf() (in module bigframes.pandas) unique() (bigframes.pandas.Index method) (bigframes.pandas.Series method) unit (bigframes.pandas.api.typing.DatetimeMethods property) unix_micros() (in module bigframes.bigquery) unix_millis() (in module bigframes.bigquery) unix_seconds() (in module bigframes.bigquery) UnknownDataTypeWarning UnknownLocationWarning unstack() (bigframes.pandas.DataFrame method) (bigframes.pandas.Series method) update() (bigframes.pandas.DataFrame method) (bigframes.pandas.Series method) upper() (bigframes.pandas.api.typing.StringMethods method) use_regional_endpoints (bigframes._config.BigQueryOptions property) V value_counts() (bigframes.pandas.api.typing.DataFrameGroupBy method) (bigframes.pandas.api.typing.SeriesGroupBy method) (bigframes.pandas.DataFrame method) (bigframes.pandas.Index method) (bigframes.pandas.Series method) values (bigframes.pandas.DataFrame property) (bigframes.pandas.Index property) (bigframes.pandas.Series property) var() (bigframes.pandas.api.typing.DataFrameGroupBy method) (bigframes.pandas.api.typing.SeriesGroupBy method) (bigframes.pandas.api.typing.Window method) (bigframes.pandas.DataFrame method) (bigframes.pandas.Series method) vector_search() (in module bigframes.bigquery) VertexAIModel (class in bigframes.ml.remote) W weekday (bigframes.pandas.api.typing.DatetimeMethods property) (bigframes.pandas.DatetimeIndex property) where() (bigframes.pandas.DataFrame method) (bigframes.pandas.Series method) Window (class in bigframes.pandas.api.typing) with_disabled() (bigframes._config.SamplingOptions method) with_max_download_size() (bigframes._config.SamplingOptions method) with_method() (bigframes._config.SamplingOptions method) with_random_state() (bigframes._config.SamplingOptions method) X x (bigframes.geopandas.GeoSeries property) XGBClassifier (class in bigframes.ml.ensemble) XGBoostModel (class in bigframes.ml.imported) XGBRegressor (class in bigframes.ml.ensemble) Y y (bigframes.geopandas.GeoSeries property) year (bigframes.pandas.api.typing.DatetimeMethods property) (bigframes.pandas.DatetimeIndex property) Z zfill() (bigframes.pandas.api.typing.StringMethods method)