Class ReadRowsIterable (1.0.0)

Version 1.0.0

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ReadRowsIterable(reader, read_session)

An iterable of rows from a read session.

Parameters

Name	Description
reader	google.cloud.bigquery_storage_v1beta1.reader.ReadRowsStream A read rows stream.
read_session	google.cloud.bigquery_storage_v1beta1.types.ReadSession A read session. This is required because it contains the schema used in the stream messages.

Inheritance

builtins.object > ReadRowsIterable

Properties

pages

A generator of all pages in the stream.

Returns

Type	Description
types.GeneratorType[google.cloud.bigquery_storage_v1beta1.ReadRowsPage]	A generator of pages.

total_rows

int: Number of estimated rows in the current stream.

May change over time.

Methods

__iter__

__iter__()

Iterator for each row in all pages.

to_arrow

to_arrow()

Create a pyarrow.Table of all rows in the stream.

This method requires the pyarrow library and a stream using the Arrow format.

Returns

Type	Description
pyarrow.Table	A table of all rows in the stream.

to_dataframe

to_dataframe(dtypes=None)

Create a pandas.DataFrame of all rows in the stream.

This method requires the pandas libary to create a data frame and the fastavro library to parse row messages.

Warning: DATETIME columns are not supported. They are currently parsed as strings in the fastavro library.

Parameter

Name	Description
dtypes	Map[str, Union[str, pandas.Series.dtype]] Optional. A dictionary of column names pandas dtypes. The provided dtype is used when constructing the series for the column specified. Otherwise, the default pandas behavior is used.

Returns

Type	Description
pandas.DataFrame	A data frame of all rows in the stream.