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