Bigframes API

Overview of the APIs available in Bigframes.

Core Objects
Options Global options affecting BigQuery DataFrames behavior.
BigQueryOptions Encapsulates configuration for working with a session.
DisplayOptions Encapsulates configuration for displaying objects.
SamplingOptions Encapsulates configuration for data sampling.
ComputeOptions Encapsulates configuration for compute options.
Session Establishes a BigQuery connection to capture a group of job activities related to DataFrames.

bigframes.pandas
bigframes.pandas.DataFrame Two-dimensional, size-mutable, potentially heterogeneous tabular data.
bigframes.pandas.DataFrameGroupBy Class for grouping and aggregating relational data.
bigframes.pandas.SeriesGroupBy Class for grouping and aggregating relational data.
bigframes.pandas.Index Immutable sequence used for indexing and alignment.
bigframes.pandas.pandas API documentation for pandas package.
bigframes.pandas.Series N-dimensional analogue of DataFrame.
bigframes.pandas.DatetimeMethods Accessor object for datetime-like properties of the Series values.
bigframes.pandas.PlotAccessor Make plots of Series or DataFrame with the matplotlib backend.
bigframes.pandas.StringMethods Vectorized string functions for Series and Index.
bigframes.pandas.StructAccessor Accessor object for structured data properties of the Series values.
bigframes.pandas.Window Provide window calculations.

bigframes.ml
bigframes.ml.cluster Clustering models.
bigframes.ml.compose Build composite transformers on heterogeneous data.
bigframes.ml.decomposition Matrix Decomposition models.
bigframes.ml.ensemble Ensemble models.
bigframes.ml.forecasting Forecasting models.
bigframes.ml.imported Imported models.
bigframes.ml.linear_model Linear models.
bigframes.ml.llm LLM models.
bigframes.ml.metrics API documentation for metrics package.
bigframes.ml.model_selection Functions for test/train split and model tuning.
bigframes.ml.pipeline For composing estimators together.
bigframes.ml.preprocessing Transformers that prepare data for other estimators.
bigframes.ml.remote BigFrames general remote models.

All entries

Also take a look at all classes, methods and properties and attributes for Bigframes API.

Classes

Methods

Properties and Attributes