10000 docs: use pandas API instead of pandas-like or pandas-compatible by tswast · Pull Request #1825 · googleapis/python-bigquery-dataframes · GitHub
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docs: use pandas API instead of pandas-like or pandas-compatible #1825

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Jun 16, 2025
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docs: use pandas API instead of pandas-like or pandas-compatible #1825

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3 changes: 2 additions & 1 deletion README.rst
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Expand Up @@ -6,7 +6,8 @@ BigQuery DataFrames (BigFrames)
BigQuery DataFrames (also known as BigFrames) provides a Pythonic DataFrame
and machine learning (ML) API powered by the BigQuery engine.

* ``bigframes.pandas`` provides a pandas-compatible API for analytics.
* `bigframes.pandas` provides a pandas API for analytics. Many workloads can be
migrated from pandas to bigframes by just changing a few imports.
* ``bigframes.ml`` provides a scikit-learn-like API for ML.

BigQuery DataFrames is an open-source package.
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3 changes: 2 additions & 1 deletion notebooks/getting_started/bq_dataframes_template.ipynb
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Expand Up @@ -81,7 +81,8 @@
"\n",
"BigQuery DataFrames (also known as BigFrames) provides a Pythonic DataFrame and machine learning (ML) API powered by the BigQuery engine.\n",
"\n",
"* `bigframes.pandas` provides a pandas-like API for analytics.\n",
"* `bigframes.pandas` provides a pandas API for analytics. Many workloads can be\n",
" migrated from pandas to bigframes by just changing a few imports.\n",
"* `bigframes.ml` provides a scikit-learn-like API for ML.\n",
"* `bigframes.ml.llm` provides API for large language models including Gemini.\n",
"\n",
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2 changes: 1 addition & 1 deletion third_party/bigframes_vendored/pandas/io/gbq.py
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Expand Up @@ -45,7 +45,7 @@ def read_gbq(
* (Recommended) Set the ``index_col`` argument to one or more columns.
Unique values for the row labels are recommended. Duplicate labels
are possible, but note that joins on a non-unique index can duplicate
rows via pandas-like outer join behavior.
rows via pandas-compatible outer join behavior.

.. note::
By default, even SQL query inputs with an ORDER BY clause create a
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