├── .coveragerc ├── .flake8 ├── .github ├── CODEOWNERS ├── CONTRIBUTING.md ├── ISSUE_TEMPLATE │ ├── bug_report.md │ ├── feature_request.md │ └── support_request.md ├── PULL_REQUEST_TEMPLATE.md ├── auto-label.yaml ├── blunderbuss.yml ├── header-checker-lint.yml ├── snippet-bot.yml └── workflows │ ├── docs-deploy.yml │ ├── docs.yml │ ├── js-tests.yml │ ├── lint.yml │ ├── mypy.yml │ └── unittest.yml ├── .gitignore ├── .isort.cfg ├── .kokoro ├── build.sh ├── continuous │ ├── common.cfg │ ├── continuous.cfg │ ├── doctest.cfg │ ├── e2e.cfg │ ├── nightly.cfg │ ├── notebook.cfg │ ├── prerelease-deps.cfg │ └── windows.cfg ├── load │ ├── benchmark.cfg │ ├── common.cfg │ ├── load.cfg │ └── notebook.cfg ├── populate-secrets.sh ├── presubmit │ ├── common.cfg │ ├── doctest.cfg │ ├── e2e-gerrit.cfg │ ├── e2e.cfg │ ├── notebook.cfg │ ├── prerelease-deps.cfg │ ├── presubmit-gerrit.cfg │ ├── presubmit.cfg │ └── windows.cfg ├── release-nightly.sh ├── samples │ ├── lint │ │ ├── common.cfg │ │ ├── continuous.cfg │ │ ├── periodic.cfg │ │ └── presubmit.cfg │ ├── python3.10 │ │ ├── common.cfg │ │ ├── continuous.cfg │ │ ├── periodic-head.cfg │ │ ├── periodic.cfg │ │ └── presubmit.cfg │ ├── python3.11 │ │ ├── common.cfg │ │ ├── continuous.cfg │ │ ├── periodic-head.cfg │ │ ├── periodic.cfg │ │ └── presubmit.cfg │ ├── python3.12 │ │ ├── common.cfg │ │ ├── continuous.cfg │ │ ├── periodic-head.cfg │ │ ├── periodic.cfg │ │ └── presubmit.cfg │ ├── python3.13 │ │ ├── common.cfg │ │ ├── continuous.cfg │ │ ├── periodic-head.cfg │ │ ├── periodic.cfg │ │ └── presubmit.cfg │ ├── python3.7 │ │ ├── common.cfg │ │ ├── continuous.cfg │ │ ├── periodic-head.cfg │ │ ├── periodic.cfg │ │ └── presubmit.cfg │ ├── python3.8 │ │ ├── common.cfg │ │ ├── continuous.cfg │ │ ├── periodic-head.cfg │ │ ├── periodic.cfg │ │ └── presubmit.cfg │ └── python3.9 │ │ ├── common.cfg │ │ ├── continuous.cfg │ │ ├── periodic-head.cfg │ │ ├── periodic.cfg │ │ └── presubmit.cfg ├── test-samples-against-head.sh ├── test-samples-impl.sh ├── test-samples.sh ├── trampoline.sh └── trampoline_v2.sh ├── .librarian └── state.yaml ├── .pre-commit-config.yaml ├── .repo-metadata.json ├── .trampolinerc ├── CHANGELOG.md ├── CODE_OF_CONDUCT.md ├── CONTRIBUTING.rst ├── GEMINI.md ├── LICENSE ├── MANIFEST.in ├── OWNERS ├── README.rst ├── SECURITY.md ├── bigframes ├── __init__.py ├── _config │ ├── __init__.py │ ├── auth.py │ ├── bigquery_options.py │ ├── compute_options.py │ ├── display_options.py │ ├── experiment_options.py │ ├── global_options.py │ └── sampling_options.py ├── _importing.py ├── _tools │ ├── __init__.py │ └── strings.py ├── bigquery │ ├── __init__.py │ ├── _operations │ │ ├── __init__.py │ │ ├── ai.py │ │ ├── approx_agg.py │ │ ├── array.py │ │ ├── datetime.py │ │ ├── geo.py │ │ ├── json.py │ │ ├── ml.py │ │ ├── search.py │ │ ├── sql.py │ │ └── struct.py │ ├── ai.py │ └── ml.py ├── blob │ └── _functions.py ├── clients.py ├── constants.py ├── core │ ├── __init__.py │ ├── agg_expressions.py │ ├── array_value.py │ ├── backports.py │ ├── bigframe_node.py │ ├── block_transforms.py │ ├── blocks.py │ ├── bq_data.py │ ├── compile │ │ ├── __init__.py │ │ ├── api.py │ │ ├── compiled.py │ │ ├── concat.py │ │ ├── configs.py │ │ ├── constants.py │ │ ├── explode.py │ │ ├── googlesql │ │ │ ├── __init__.py │ │ │ ├── abc.py │ │ │ ├── datatype.py │ │ │ ├── expression.py │ │ │ ├── function.py │ │ │ └── query.py │ │ ├── ibis_compiler │ │ │ ├── __init__.py │ │ │ ├── aggregate_compiler.py │ │ │ ├── default_ordering.py │ │ │ ├── ibis_compiler.py │ │ │ ├── operations │ │ │ │ ├── __init__.py │ │ │ │ ├── generic_ops.py │ │ │ │ └── geo_ops.py │ │ │ ├── scalar_op_compiler.py │ │ │ └── scalar_op_registry.py │ │ ├── ibis_types.py │ │ ├── polars │ │ │ ├── __init__.py │ │ │ ├── compiler.py │ │ │ ├── lowering.py │ │ │ └── operations │ │ │ │ ├── __init__.py │ │ │ │ ├── generic_ops.py │ │ │ │ ├── numeric_ops.py │ │ │ │ └── struct_ops.py │ │ ├── schema_translator.py │ │ └── sqlglot │ │ │ ├── __init__.py │ │ │ ├── aggregate_compiler.py │ │ │ ├── aggregations │ │ │ ├── __init__.py │ │ │ ├── binary_compiler.py │ │ │ ├── nullary_compiler.py │ │ │ ├── op_registration.py │ │ │ ├── ordered_unary_compiler.py │ │ │ ├── unary_compiler.py │ │ │ └── windows.py │ │ │ ├── compiler.py │ │ │ ├── expressions │ │ │ ├── __init__.py │ │ │ ├── ai_ops.py │ │ │ ├── array_ops.py │ │ │ ├── blob_ops.py │ │ │ ├── bool_ops.py │ │ │ ├── comparison_ops.py │ │ │ ├── constants.py │ │ │ ├── date_ops.py │ │ │ ├── datetime_ops.py │ │ │ ├── generic_ops.py │ │ │ ├── geo_ops.py │ │ │ ├── json_ops.py │ │ │ ├── numeric_ops.py │ │ │ ├── string_ops.py │ │ │ ├── struct_ops.py │ │ │ ├── timedelta_ops.py │ │ │ └── typed_expr.py │ │ │ ├── scalar_compiler.py │ │ │ ├── sqlglot_ir.py │ │ │ └── sqlglot_types.py │ ├── convert.py │ ├── eval.py │ ├── events.py │ ├── explode.py │ ├── expression.py │ ├── expression_factoring.py │ ├── field.py │ ├── global_session.py │ ├── groupby │ │ ├── __init__.py │ │ ├── aggs.py │ │ ├── dataframe_group_by.py │ │ ├── group_by.py │ │ └── series_group_by.py │ ├── guid.py │ ├── identifiers.py │ ├── indexers.py │ ├── indexes │ │ ├── __init__.py │ │ ├── base.py │ │ ├── datetimes.py │ │ └── multi.py │ ├── interchange.py │ ├── join_def.py │ ├── local_data.py │ ├── log_adapter.py │ ├── nodes.py │ ├── ordering.py │ ├── pruning.py │ ├── pyarrow_utils.py │ ├── pyformat.py │ ├── reshape │ │ ├── __init__.py │ │ ├── api.py │ │ ├── concat.py │ │ ├── encoding.py │ │ ├── merge.py │ │ ├── pivot.py │ │ └── tile.py │ ├── rewrite │ │ ├── __init__.py │ │ ├── fold_row_count.py │ │ ├── identifiers.py │ │ ├── implicit_align.py │ │ ├── legacy_align.py │ │ ├── op_lowering.py │ │ ├── order.py │ │ ├── pruning.py │ │ ├── scan_reduction.py │ │ ├── schema_binding.py │ │ ├── select_pullup.py │ │ ├── slices.py │ │ ├── timedeltas.py │ │ └── windows.py │ ├── scalar.py │ ├── schema.py │ ├── sequences.py │ ├── slices.py │ ├── sql │ │ ├── __init__.py │ │ └── ml.py │ ├── tools │ │ ├── __init__.py │ │ ├── bigquery_schema.py │ │ └── datetimes.py │ ├── tree_properties.py │ ├── utils.py │ ├── validations.py │ ├── window │ │ ├── __init__.py │ │ ├── ordering.py │ │ └── rolling.py │ └── window_spec.py ├── dataframe.py ├── display │ ├── __init__.py │ ├── anywidget.py │ ├── html.py │ ├── table_widget.css │ └── table_widget.js ├── dtypes.py ├── enums.py ├── exceptions.py ├── features.py ├── formatting_helpers.py ├── functions │ ├── __init__.py │ ├── _function_client.py │ ├── _function_session.py │ ├── _utils.py │ ├── function.py │ ├── function_template.py │ ├── function_typing.py │ └── udf_def.py ├── geopandas │ ├── __init__.py │ └── geoseries.py ├── ml │ ├── __init__.py │ ├── base.py │ ├── cluster.py │ ├── compose.py │ ├── core.py │ ├── decomposition.py │ ├── ensemble.py │ ├── forecasting.py │ ├── globals.py │ ├── imported.py │ ├── impute.py │ ├── linear_model.py │ ├── llm.py │ ├── loader.py │ ├── metrics │ │ ├── __init__.py │ │ ├── _metrics.py │ │ └── pairwise.py │ ├── model_selection.py │ ├── pipeline.py │ ├── preprocessing.py │ ├── remote.py │ ├── sql.py │ └── utils.py ├── operations │ ├── __init__.py │ ├── _matplotlib │ │ ├── __init__.py │ │ ├── core.py │ │ └── hist.py │ ├── _op_converters.py │ ├── aggregations.py │ ├── ai.py │ ├── ai_ops.py │ ├── array_ops.py │ ├── base_ops.py │ ├── blob.py │ ├── blob_ops.py │ ├── bool_ops.py │ ├── comparison_ops.py │ ├── date_ops.py │ ├── datetime_ops.py │ ├── datetimes.py │ ├── distance_ops.py │ ├── frequency_ops.py │ ├── generic_ops.py │ ├── geo_ops.py │ ├── json_ops.py │ ├── lists.py │ ├── numeric_ops.py │ ├── numpy_op_maps.py │ ├── output_schemas.py │ ├── plotting.py │ ├── python_op_maps.py │ ├── remote_function_ops.py │ ├── semantics.py │ ├── string_ops.py │ ├── strings.py │ ├── struct_ops.py │ ├── structs.py │ ├── time_ops.py │ ├── timedelta_ops.py │ └── type.py ├── pandas │ ├── __init__.py │ ├── core │ │ ├── __init__.py │ │ ├── api.py │ │ ├── methods │ │ │ ├── __init__.py │ │ │ └── describe.py │ │ └── tools │ │ │ ├── __init__.py │ │ │ └── timedeltas.py │ └── io │ │ ├── __init__.py │ │ └── api.py ├── py.typed ├── series.py ├── session │ ├── __init__.py │ ├── _io │ │ ├── __init__.py │ │ ├── bigquery │ │ │ ├── __init__.py │ │ │ ├── read_gbq_query.py │ │ │ └── read_gbq_table.py │ │ └── pandas.py │ ├── anonymous_dataset.py │ ├── bigquery_session.py │ ├── bq_caching_executor.py │ ├── clients.py │ ├── direct_gbq_execution.py │ ├── dry_runs.py │ ├── environment.py │ ├── execution_spec.py │ ├── executor.py │ ├── loader.py │ ├── local_scan_executor.py │ ├── metrics.py │ ├── planner.py │ ├── polars_executor.py │ ├── read_api_execution.py │ ├── semi_executor.py │ ├── temporary_storage.py │ ├── time.py │ └── validation.py ├── streaming │ ├── __init__.py │ └── dataframe.py ├── testing │ ├── __init__.py │ ├── compiler_session.py │ ├── engine_utils.py │ ├── mocks.py │ ├── polars_session.py │ └── utils.py └── version.py ├── conftest.py ├── docs ├── Makefile ├── README.rst ├── _static │ └── custom.css ├── _templates │ ├── autosummary │ │ ├── class.rst │ │ └── module.rst │ └── layout.html ├── changelog.md ├── conf.py ├── index.rst ├── reference │ ├── .gitignore │ └── index.rst ├── supported_pandas_apis.rst ├── supported_pandas_apis │ └── .gitignore └── templates │ └── toc.yml ├── mypy.ini ├── notebooks ├── .gitignore ├── apps │ └── synthetic_data_generation.ipynb ├── data_types │ ├── array.ipynb │ ├── json.ipynb │ ├── struct.ipynb │ └── timedelta.ipynb ├── dataframes │ ├── anywidget_mode.ipynb │ ├── dataframe.ipynb │ ├── index_col_null.ipynb │ ├── integrations.ipynb │ └── pypi.ipynb ├── experimental │ ├── ai_operators.ipynb │ └── semantic_operators.ipynb ├── generative_ai │ ├── ai_functions.ipynb │ ├── bq_dataframes_ai_forecast.ipynb │ ├── bq_dataframes_llm_claude3_museum_art.ipynb │ ├── bq_dataframes_llm_code_generation.ipynb │ ├── bq_dataframes_llm_gemini_2.ipynb │ ├── bq_dataframes_llm_kmeans.ipynb │ ├── bq_dataframes_llm_output_schema.ipynb │ ├── bq_dataframes_llm_vector_search.ipynb │ ├── bq_dataframes_ml_drug_name_generation.ipynb │ ├── large_language_models.ipynb │ └── museum_art.csv ├── geo │ └── geoseries.ipynb ├── getting_started │ ├── bq_dataframes_template.ipynb │ ├── getting_started_bq_dataframes.ipynb │ └── ml_fundamentals_bq_dataframes.ipynb ├── kaggle │ ├── bq_dataframes_ai_forecast.ipynb │ ├── describe-product-images-with-bigframes-multimodal.ipynb │ └── vector-search-with-bigframes-over-national-jukebox.ipynb ├── location │ └── regionalized.ipynb ├── ml │ ├── bq_dataframes_ml_cross_validation.ipynb │ ├── bq_dataframes_ml_linear_regression.ipynb │ ├── bq_dataframes_ml_linear_regression_bbq.ipynb │ ├── bq_dataframes_ml_linear_regression_big.ipynb │ ├── easy_linear_regression.ipynb │ └── sklearn_linear_regression.ipynb ├── multimodal │ └── multimodal_dataframe.ipynb ├── remote_functions │ ├── remote_function.ipynb │ ├── remote_function_usecases.ipynb │ └── remote_function_vertex_claude_model.ipynb ├── streaming │ └── streaming_dataframe.ipynb └── visualization │ ├── bq_dataframes_covid_line_graphs.ipynb │ └── tutorial.ipynb ├── noxfile.py ├── pyproject.toml ├── pytest.ini ├── renovate.json ├── samples ├── dbt │ ├── .dbt.yml │ ├── README.md │ └── dbt_sample_project │ │ ├── dbt_project.yml │ │ └── models │ │ ├── example │ │ ├── dbt_bigframes_code_sample_1.py │ │ └── dbt_bigframes_code_sample_2.py │ │ └── ml_example │ │ ├── prediction.py │ │ └── prepare_table.py ├── polars │ ├── create_polars_df_with_to_arrow_test.py │ ├── noxfile.py │ ├── noxfile_config.py │ ├── requirements-test.txt │ └── requirements.txt └── snippets │ ├── __init__.py │ ├── bigquery_modules_test.py │ ├── bqml_getting_started_test.py │ ├── classification_boosted_tree_model_test.py │ ├── clustering_model_test.py │ ├── conftest.py │ ├── create_kmeans_model_test.py │ ├── create_multiple_timeseries_forecasting_model_test.py │ ├── create_single_timeseries_forecasting_model_test.py │ ├── data_visualization_test.py │ ├── explore_query_result_test.py │ ├── gemini_model_test.py │ ├── imported_onnx_model_test.py │ ├── imported_tensorflow_model_test.py │ ├── limit_single_timeseries_forecasting_model_test.py │ ├── linear_regression_tutorial_test.py │ ├── load_data_from_bigquery_test.py │ ├── load_data_from_biquery_job_test.py │ ├── load_data_from_csv_test.py │ ├── logistic_regression_prediction_test.py │ ├── mf_explicit_model_test.py │ ├── multimodal_test.py │ ├── noxfile.py │ ├── noxfile_config.py │ ├── ordering_mode_partial_test.py │ ├── pandas_methods_test.py │ ├── performance_optimizations_test.py │ ├── quickstart.py │ ├── quickstart_test.py │ ├── regression_model_test.py │ ├── remote_function.py │ ├── remote_function_test.py │ ├── requirements-test.txt │ ├── requirements.txt │ ├── sessions_and_io_test.py │ ├── set_options_test.py │ ├── st_regionstats_test.py │ ├── type_system_test.py │ ├── udf.py │ └── udf_test.py ├── scratch └── .gitignore ├── scripts ├── conftest.py ├── create_gcs.py ├── create_load_test_tables.py ├── create_read_gbq_colab_benchmark_tables.py ├── create_read_gbq_colab_benchmark_tables_test.py ├── create_test_model_vertex.py ├── data │ ├── audio │ │ └── audio_LJ001-0010.wav │ ├── images │ │ ├── img0.jpg │ │ └── img1.jpg │ ├── images_exif │ │ └── test_image_exif.jpg │ └── pdfs │ │ ├── pdfs_sample-local-pdf.pdf │ │ └── test-protected.pdf ├── decrypt-secrets.sh ├── dev-utils │ └── tpcds_upload_helper.py ├── get_documentation_coverage.py ├── manage_cloud_functions.py ├── notebooks_fill_params.py ├── notebooks_restore_from_backup.py ├── publish_api_coverage.py ├── readme-gen │ ├── readme_gen.py │ └── templates │ │ ├── README.tmpl.rst │ │ ├── auth.tmpl.rst │ │ ├── auth_api_key.tmpl.rst │ │ ├── install_deps.tmpl.rst │ │ └── install_portaudio.tmpl.rst ├── run_and_publish_benchmark.py ├── setup-project-for-testing.sh ├── test_publish_api_coverage.py ├── tpch_result_verify.py ├── upload_to_google_drive.py └── windows │ ├── build.bat │ └── test.bat ├── setup.cfg ├── setup.py ├── specs ├── 2025-08-04-geoseries-scalars.md ├── 2025-08-11-anywidget-align-text.md └── TEMPLATE.md ├── testing ├── .gitignore ├── constraints-3.10.txt ├── constraints-3.11.txt ├── constraints-3.12.txt ├── constraints-3.13.txt ├── constraints-3.14.txt ├── constraints-3.15.txt └── constraints-3.9.txt ├── tests ├── __init__.py ├── benchmark │ ├── .gitignore │ ├── README.md │ ├── __init__.py │ ├── db_benchmark │ │ ├── groupby │ │ │ ├── config.jsonl │ │ │ ├── q1.py │ │ │ ├── q10.py │ │ │ ├── q2.py │ │ │ ├── q3.py │ │ │ ├── q4.py │ │ │ ├── q5.py │ │ │ ├── q6.py │ │ │ ├── q7.py │ │ │ └── q8.py │ │ ├── join │ │ │ ├── config.jsonl │ │ │ ├── q1.py │ │ │ ├── q2.py │ │ │ ├── q3.py │ │ │ ├── q4.py │ │ │ └── q5.py │ │ └── sort │ │ │ ├── config.jsonl │ │ │ └── q1.py │ ├── read_gbq_colab │ │ ├── aggregate_output.py │ │ ├── config.jsonl │ │ ├── dry_run.py │ │ ├── filter_output.py │ │ ├── first_page.py │ │ ├── last_page.py │ │ └── sort_output.py │ ├── tpch │ │ ├── config.jsonl │ │ ├── q1.py │ │ ├── q10.py │ │ ├── q11.py │ │ ├── q12.py │ │ ├── q13.py │ │ ├── q14.py │ │ ├── q15.py │ │ ├── q16.py │ │ ├── q17.py │ │ ├── q18.py │ │ ├── q19.py │ │ ├── q2.py │ │ ├── q20.py │ │ ├── q21.py │ │ ├── q22.py │ │ ├── q3.py │ │ ├── q4.py │ │ ├── q5.py │ │ ├── q6.py │ │ ├── q7.py │ │ ├── q8.py │ │ └── q9.py │ └── utils.py ├── data │ ├── hockey_players.json │ ├── hockey_players.jsonl │ ├── json.jsonl │ ├── json_schema.json │ ├── matrix_2by3.json │ ├── matrix_2by3.jsonl │ ├── matrix_3by4.json │ ├── matrix_3by4.jsonl │ ├── nested.jsonl │ ├── nested_schema.json │ ├── nested_structs.jsonl │ ├── nested_structs_schema.json │ ├── penguins.jsonl │ ├── penguins_schema.json │ ├── people.csv │ ├── ratings.jsonl │ ├── ratings_schema.json │ ├── repeated.jsonl │ ├── repeated_schema.json │ ├── scalars.jsonl │ ├── scalars_schema.json │ ├── time_series.jsonl │ ├── time_series_schema.json │ ├── urban_areas.jsonl │ └── urban_areas_schema.json ├── js │ ├── babel.config.cjs │ ├── jest.config.cjs │ ├── jest.setup.js │ ├── package-lock.json │ ├── package.json │ └── table_widget.test.js ├── system │ ├── __init__.py │ ├── conftest.py │ ├── large │ │ ├── __init__.py │ │ ├── blob │ │ │ └── test_function.py │ │ ├── functions │ │ │ ├── __init__.py │ │ │ ├── test_managed_function.py │ │ │ └── test_remote_function.py │ │ ├── ml │ │ │ ├── test_cluster.py │ │ │ ├── test_compose.py │ │ │ ├── test_core.py │ │ │ ├── test_decomposition.py │ │ │ ├── test_ensemble.py │ │ │ ├── test_forecasting.py │ │ │ ├── test_linear_model.py │ │ │ ├── test_model_selection.py │ │ │ └── test_pipeline.py │ │ ├── operations │ │ │ ├── __init__.py │ │ │ ├── conftest.py │ │ │ ├── test_ai.py │ │ │ └── test_semantics.py │ │ ├── streaming │ │ │ ├── test_bigtable.py │ │ │ └── test_pubsub.py │ │ ├── test_dataframe.py │ │ ├── test_dataframe_io.py │ │ ├── test_location.py │ │ └── test_session.py │ ├── load │ │ ├── conftest.py │ │ ├── test_large_tables.py │ │ └── test_llm.py │ └── small │ │ ├── __init__.py │ │ ├── bigquery │ │ ├── __init__.py │ │ ├── test_ai.py │ │ ├── test_approx_agg.py │ │ ├── test_array.py │ │ ├── test_datetime.py │ │ ├── test_geo.py │ │ ├── test_json.py │ │ ├── test_sql.py │ │ ├── test_struct.py │ │ └── test_vector_search.py │ │ ├── blob │ │ ├── test_io.py │ │ ├── test_properties.py │ │ └── test_urls.py │ │ ├── core │ │ ├── __init__.py │ │ ├── indexes │ │ │ ├── __init__.py │ │ │ ├── test_base.py │ │ │ └── test_datetimes.py │ │ ├── test_convert.py │ │ ├── test_indexers.py │ │ └── test_reshape.py │ │ ├── engines │ │ ├── __init__.py │ │ ├── conftest.py │ │ ├── test_aggregation.py │ │ ├── test_array_ops.py │ │ ├── test_bool_ops.py │ │ ├── test_comparison_ops.py │ │ ├── test_concat.py │ │ ├── test_filtering.py │ │ ├── test_generic_ops.py │ │ ├── test_join.py │ │ ├── test_numeric_ops.py │ │ ├── test_read_local.py │ │ ├── test_selection.py │ │ ├── test_slicing.py │ │ ├── test_sorting.py │ │ ├── test_strings.py │ │ ├── test_temporal_ops.py │ │ └── test_windowing.py │ │ ├── functions │ │ ├── __init__.py │ │ └── test_remote_function.py │ │ ├── geopandas │ │ └── test_geoseries.py │ │ ├── ml │ │ ├── __init__.py │ │ ├── conftest.py │ │ ├── test_cluster.py │ │ ├── test_core.py │ │ ├── test_decomposition.py │ │ ├── test_ensemble.py │ │ ├── test_forecasting.py │ │ ├── test_imported.py │ │ ├── test_impute.py │ │ ├── test_linear_model.py │ │ ├── test_llm.py │ │ ├── test_metrics.py │ │ ├── test_metrics_pairwise.py │ │ ├── test_model_selection.py │ │ ├── test_multimodal_llm.py │ │ ├── test_preprocessing.py │ │ ├── test_register.py │ │ ├── test_remote.py │ │ └── test_utils.py │ │ ├── operations │ │ ├── __init__.py │ │ ├── test_ai.py │ │ ├── test_dates.py │ │ ├── test_datetimes.py │ │ ├── test_lists.py │ │ ├── test_plotting.py │ │ ├── test_semantics.py │ │ ├── test_strings.py │ │ ├── test_struct.py │ │ └── test_timedeltas.py │ │ ├── pandas │ │ ├── test_describe.py │ │ ├── test_read_gbq_colab.py │ │ └── test_read_gbq_information_schema.py │ │ ├── regression │ │ └── test_issue355_merge_after_filter.py │ │ ├── session │ │ ├── __init__.py │ │ ├── test_read_gbq_colab.py │ │ └── test_read_gbq_query.py │ │ ├── test_anywidget.py │ │ ├── test_bq_sessions.py │ │ ├── test_dataframe.py │ │ ├── test_dataframe_io.py │ │ ├── test_encryption.py │ │ ├── test_groupby.py │ │ ├── test_index.py │ │ ├── test_index_io.py │ │ ├── test_ipython.py │ │ ├── test_large_local_data.py │ │ ├── test_multiindex.py │ │ ├── test_null_index.py │ │ ├── test_numpy.py │ │ ├── test_pandas.py │ │ ├── test_pandas_options.py │ │ ├── test_polars_execution.py │ │ ├── test_progress_bar.py │ │ ├── test_scalar.py │ │ ├── test_series.py │ │ ├── test_series_io.py │ │ ├── test_session.py │ │ ├── test_session_as_bpd.py │ │ ├── test_unordered.py │ │ └── test_window.py └── unit │ ├── __init__.py │ ├── _config │ ├── __init__.py │ ├── test_bigquery_options.py │ ├── test_compute_options.py │ ├── test_experiment_options.py │ └── test_threaded_options.py │ ├── _tools │ ├── __init__.py │ └── test_strings.py │ ├── bigquery │ ├── __init__.py │ ├── test_json.py │ └── test_ml.py │ ├── conftest.py │ ├── core │ ├── __init__.py │ ├── compile │ │ ├── __init__.py │ │ ├── googlesql │ │ │ ├── __init__.py │ │ │ ├── test_expression.py │ │ │ ├── test_function.py │ │ │ └── test_query.py │ │ └── sqlglot │ │ │ ├── __init__.py │ │ │ ├── aggregations │ │ │ ├── __init__.py │ │ │ ├── snapshots │ │ │ │ ├── test_binary_compiler │ │ │ │ │ ├── test_corr │ │ │ │ │ │ └── out.sql │ │ │ │ │ └── test_cov │ │ │ │ │ │ └── out.sql │ │ │ │ ├── test_nullary_compiler │ │ │ │ │ ├── test_row_number │ │ │ │ │ │ └── out.sql │ │ │ │ │ ├── test_row_number_with_window │ │ │ │ │ │ └── out.sql │ │ │ │ │ └── test_size │ │ │ │ │ │ └── out.sql │ │ │ │ ├── test_ordered_unary_compiler │ │ │ │ │ ├── test_array_agg │ │ │ │ │ │ └── out.sql │ │ │ │ │ └── test_string_agg │ │ │ │ │ │ └── out.sql │ │ │ │ └── test_unary_compiler │ │ │ │ │ ├── test_all │ │ │ │ │ ├── out.sql │ │ │ │ │ ├── window_out.sql │ │ │ │ │ └── window_partition_out.sql │ │ │ │ │ ├── test_any │ │ │ │ │ ├── out.sql │ │ │ │ │ └── window_out.sql │ │ │ │ │ ├── test_any_value │ │ │ │ │ ├── out.sql │ │ │ │ │ ├── window_out.sql │ │ │ │ │ └── window_partition_out.sql │ │ │ │ │ ├── test_approx_quartiles │ │ │ │ │ └── out.sql │ │ │ │ │ ├── test_approx_top_count │ │ │ │ │ └── out.sql │ │ │ │ │ ├── test_count │ │ │ │ │ ├── out.sql │ │ │ │ │ ├── window_out.sql │ │ │ │ │ └── window_partition_out.sql │ │ │ │ │ ├── test_cut │ │ │ │ │ ├── int_bins.sql │ │ │ │ │ ├── int_bins_labels.sql │ │ │ │ │ ├── interval_bins.sql │ │ │ │ │ └── interval_bins_labels.sql │ │ │ │ │ ├── test_dense_rank │ │ │ │ │ └── out.sql │ │ │ │ │ ├── test_diff_w_bool │ │ │ │ │ └── out.sql │ │ │ │ │ ├── test_diff_w_datetime │ │ │ │ │ └── out.sql │ │ │ │ │ ├── test_diff_w_int │ │ │ │ │ └── out.sql │ │ │ │ │ ├── test_diff_w_timestamp │ │ │ │ │ └── out.sql │ │ │ │ │ ├── test_first │ │ │ │ │ └── out.sql │ │ │ │ │ ├── test_first_non_null │ │ │ │ │ └── out.sql │ │ │ │ │ ├── test_last │ │ │ │ │ └── out.sql │ │ │ │ │ ├── test_last_non_null │ │ │ │ │ └── out.sql │ │ │ │ │ ├── test_max │ │ │ │ │ ├── out.sql │ │ │ │ │ ├── window_out.sql │ │ │ │ │ └── window_partition_out.sql │ │ │ │ │ ├── test_mean │ │ │ │ │ ├── out.sql │ │ │ │ │ ├── window_out.sql │ │ │ │ │ └── window_partition_out.sql │ │ │ │ │ ├── test_median │ │ │ │ │ └── out.sql │ │ │ │ │ ├── test_min │ │ │ │ │ ├── out.sql │ │ │ │ │ ├── window_out.sql │ │ │ │ │ └── window_partition_out.sql │ │ │ │ │ ├── test_nunique │ │ │ │ │ └── out.sql │ │ │ │ │ ├── test_pop_var │ │ │ │ │ ├── out.sql │ │ │ │ │ └── window_out.sql │ │ │ │ │ ├── test_product │ │ │ │ │ ├── out.sql │ │ │ │ │ └── window_partition_out.sql │ │ │ │ │ ├── test_qcut │ │ │ │ │ └── out.sql │ │ │ │ │ ├── test_quantile │ │ │ │ │ └── out.sql │ │ │ │ │ ├── test_rank │ │ │ │ │ └── out.sql │ │ │ │ │ ├── test_shift │ │ │ │ │ ├── lag.sql │ │ │ │ │ ├── lead.sql │ │ │ │ │ └── noop.sql │ │ │ │ │ ├── test_size_unary │ │ │ │ │ └── out.sql │ │ │ │ │ ├── test_std │ │ │ │ │ ├── out.sql │ │ │ │ │ └── window_out.sql │ │ │ │ │ ├── test_sum │ │ │ │ │ ├── out.sql │ │ │ │ │ ├── window_out.sql │ │ │ │ │ └── window_partition_out.sql │ │ │ │ │ └── test_var │ │ │ │ │ ├── out.sql │ │ │ │ │ └── window_out.sql │ │ │ ├── test_binary_compiler.py │ │ │ ├── test_nullary_compiler.py │ │ │ ├── test_op_registration.py │ │ │ ├── test_ordered_unary_compiler.py │ │ │ ├── test_unary_compiler.py │ │ │ └── test_windows.py │ │ │ ├── conftest.py │ │ │ ├── expressions │ │ │ ├── __init__.py │ │ │ ├── snapshots │ │ │ │ ├── test_ai_ops │ │ │ │ │ ├── test_ai_classify │ │ │ │ │ │ └── out.sql │ │ │ │ │ ├── test_ai_generate │ │ │ │ │ │ └── out.sql │ │ │ │ │ ├── test_ai_generate_bool │ │ │ │ │ │ └── out.sql │ │ │ │ │ ├── test_ai_generate_bool_with_connection_id │ │ │ │ │ │ └── out.sql │ │ │ │ │ ├── test_ai_generate_bool_with_model_param │ │ │ │ │ │ └── out.sql │ │ │ │ │ ├── test_ai_generate_double │ │ │ │ │ │ └── out.sql │ │ │ │ │ ├── test_ai_generate_double_with_connection_id │ │ │ │ │ │ └── out.sql │ │ │ │ │ ├── test_ai_generate_double_with_model_param │ │ │ │ │ │ └── out.sql │ │ │ │ │ ├── test_ai_generate_int │ │ │ │ │ │ └── out.sql │ │ │ │ │ ├── test_ai_generate_int_with_connection_id │ │ │ │ │ │ └── out.sql │ │ │ │ │ ├── test_ai_generate_int_with_model_param │ │ │ │ │ │ └── out.sql │ │ │ │ │ ├── test_ai_generate_with_connection_id │ │ │ │ │ │ └── out.sql │ │ │ │ │ ├── test_ai_generate_with_model_param │ │ │ │ │ │ └── out.sql │ │ │ │ │ ├── test_ai_generate_with_output_schema │ │ │ │ │ │ └── out.sql │ │ │ │ │ ├── test_ai_if │ │ │ │ │ │ └── out.sql │ │ │ │ │ └── test_ai_score │ │ │ │ │ │ └── out.sql │ │ │ │ ├── test_array_ops │ │ │ │ │ ├── test_array_index │ │ │ │ │ │ └── out.sql │ │ │ │ │ ├── test_array_reduce_op │ │ │ │ │ │ └── out.sql │ │ │ │ │ ├── test_array_slice_with_only_start │ │ │ │ │ │ └── out.sql │ │ │ │ │ ├── test_array_slice_with_start_and_stop │ │ │ │ │ │ └── out.sql │ │ │ │ │ ├── test_array_to_string │ │ │ │ │ │ └── out.sql │ │ │ │ │ └── test_to_array_op │ │ │ │ │ │ └── out.sql │ │ │ │ ├── test_blob_ops │ │ │ │ │ ├── test_obj_fetch_metadata │ │ │ │ │ │ └── out.sql │ │ │ │ │ ├── test_obj_get_access_url │ │ │ │ │ │ └── out.sql │ │ │ │ │ └── test_obj_make_ref │ │ │ │ │ │ └── out.sql │ │ │ │ ├── test_bool_ops │ │ │ │ │ ├── test_and_op │ │ │ │ │ │ └── out.sql │ │ │ │ │ ├── test_or_op │ │ │ │ │ │ └── out.sql │ │ │ │ │ └── test_xor_op │ │ │ │ │ │ └── out.sql │ │ │ │ ├── test_comparison_ops │ │ │ │ │ ├── test_eq_null_match │ │ │ │ │ │ └── out.sql │ │ │ │ │ ├── test_eq_numeric │ │ │ │ │ │ └── out.sql │ │ │ │ │ ├── test_ge_numeric │ │ │ │ │ │ └── out.sql │ │ │ │ │ ├── test_gt_numeric │ │ │ │ │ │ └── out.sql │ │ │ │ │ ├── test_is_in │ │ │ │ │ │ └── out.sql │ │ │ │ │ ├── test_le_numeric │ │ │ │ │ │ └── out.sql │ │ │ │ │ ├── test_lt_numeric │ │ │ │ │ │ └── out.sql │ │ │ │ │ ├── test_maximum_op │ │ │ │ │ │ └── out.sql │ │ │ │ │ ├── test_minimum_op │ │ │ │ │ │ └── out.sql │ │ │ │ │ └── test_ne_numeric │ │ │ │ │ │ └── out.sql │ │ │ │ ├── test_datetime_ops │ │ │ │ │ ├── test_add_timedelta │ │ │ │ │ │ └── out.sql │ │ │ │ │ ├── test_date │ │ │ │ │ │ └── out.sql │ │ │ │ │ ├── test_day │ │ │ │ │ │ └── out.sql │ │ │ │ │ ├── test_dayofweek │ │ │ │ │ │ └── out.sql │ │ │ │ │ ├── test_dayofyear │ │ │ │ │ │ └── out.sql │ │ │ │ │ ├── test_floor_dt │ │ │ │ │ │ └── out.sql │ │ │ │ │ ├── test_hour │ │ │ │ │ │ └── out.sql │ │ │ │ │ ├── test_iso_day │ │ │ │ │ │ └── out.sql │ │ │ │ │ ├── test_iso_week │ │ │ │ │ │ └── out.sql │ │ │ │ │ ├── test_iso_year │ │ │ │ │ │ └── out.sql │ │ │ │ │ ├── test_minute │ │ │ │ │ │ └── out.sql │ │ │ │ │ ├── test_month │ │ │ │ │ │ └── out.sql │ │ │ │ │ ├── test_normalize │ │ │ │ │ │ └── out.sql │ │ │ │ │ ├── test_quarter │ │ │ │ │ │ └── out.sql │ │ │ │ │ ├── test_second │ │ │ │ │ │ └── out.sql │ │ │ │ │ ├── test_strftime │ │ │ │ │ │ └── out.sql │ │ │ │ │ ├── test_sub_timedelta │ │ │ │ │ │ └── out.sql │ │ │ │ │ ├── test_time │ │ │ │ │ │ └── out.sql │ │ │ │ │ ├── test_to_datetime │ │ │ │ │ │ └── out.sql │ │ │ │ │ ├── test_to_timestamp │ │ │ │ │ │ └── out.sql │ │ │ │ │ ├── test_unix_micros │ │ │ │ │ │ └── out.sql │ │ │ │ │ ├── test_unix_millis │ │ │ │ │ │ └── out.sql │ │ │ │ │ ├── test_unix_seconds │ │ │ │ │ │ └── out.sql │ │ │ │ │ └── test_year │ │ │ │ │ │ └── out.sql │ │ │ │ ├── test_generic_ops │ │ │ │ │ ├── test_astype_bool │ │ │ │ │ │ └── out.sql │ │ │ │ │ ├── test_astype_float │ │ │ │ │ │ └── out.sql │ │ │ │ │ ├── test_astype_from_json │ │ │ │ │ │ └── out.sql │ │ │ │ │ ├── test_astype_int │ │ │ │ │ │ └── out.sql │ │ │ │ │ ├── test_astype_json │ │ │ │ │ │ └── out.sql │ │ │ │ │ ├── test_astype_string │ │ │ │ │ │ └── out.sql │ │ │ │ │ ├── test_astype_time_like │ │ │ │ │ │ └── out.sql │ │ │ │ │ ├── test_case_when_op │ │ │ │ │ │ └── out.sql │ │ │ │ │ ├── test_clip │ │ │ │ │ │ └── out.sql │ │ │ │ │ ├── test_coalesce │ │ │ │ │ │ └── out.sql │ │ │ │ │ ├── test_fillna │ │ │ │ │ │ └── out.sql │ │ │ │ │ ├── test_hash │ │ │ │ │ │ └── out.sql │ │ │ │ │ ├── test_invert │ │ │ │ │ │ └── out.sql │ │ │ │ │ ├── test_isnull │ │ │ │ │ │ └── out.sql │ │ │ │ │ ├── test_map │ │ │ │ │ │ └── out.sql │ │ │ │ │ ├── test_notnull │ │ │ │ │ │ └── out.sql │ │ │ │ │ ├── test_row_key │ │ │ │ │ │ └── out.sql │ │ │ │ │ ├── test_sql_scalar_op │ │ │ │ │ │ └── out.sql │ │ │ │ │ └── test_where │ │ │ │ │ │ └── out.sql │ │ │ │ ├── test_geo_ops │ │ │ │ │ ├── test_geo_area │ │ │ │ │ │ └── out.sql │ │ │ │ │ ├── test_geo_st_astext │ │ │ │ │ │ └── out.sql │ │ │ │ │ ├── test_geo_st_boundary │ │ │ │ │ │ └── out.sql │ │ │ │ │ ├── test_geo_st_buffer │ │ │ │ │ │ └── out.sql │ │ │ │ │ ├── test_geo_st_centroid │ │ │ │ │ │ └── out.sql │ │ │ │ │ ├── test_geo_st_convexhull │ │ │ │ │ │ └── out.sql │ │ │ │ │ ├── test_geo_st_difference │ │ │ │ │ │ └── out.sql │ │ │ │ │ ├── test_geo_st_distance │ │ │ │ │ │ └── out.sql │ │ │ │ │ ├── test_geo_st_geogfromtext │ │ │ │ │ │ └── out.sql │ │ │ │ │ ├── test_geo_st_geogpoint │ │ │ │ │ │ └── out.sql │ │ │ │ │ ├── test_geo_st_intersection │ │ │ │ │ │ └── out.sql │ │ │ │ │ ├── test_geo_st_isclosed │ │ │ │ │ │ └── out.sql │ │ │ │ │ ├── test_geo_st_length │ │ │ │ │ │ └── out.sql │ │ │ │ │ ├── test_geo_x │ │ │ │ │ │ └── out.sql │ │ │ │ │ └── test_geo_y │ │ │ │ │ │ └── out.sql │ │ │ │ ├── test_json_ops │ │ │ │ │ ├── test_json_extract │ │ │ │ │ │ └── out.sql │ │ │ │ │ ├── test_json_extract_array │ │ │ │ │ │ └── out.sql │ │ │ │ │ ├── test_json_extract_string_array │ │ │ │ │ │ └── out.sql │ │ │ │ │ ├── test_json_keys │ │ │ │ │ │ └── out.sql │ │ │ │ │ ├── test_json_query │ │ │ │ │ │ └── out.sql │ │ │ │ │ ├── test_json_query_array │ │ │ │ │ │ └── out.sql │ │ │ │ │ ├── test_json_set │ │ │ │ │ │ └── out.sql │ │ │ │ │ ├── test_json_value │ │ │ │ │ │ └── out.sql │ │ │ │ │ ├── test_parse_json │ │ │ │ │ │ └── out.sql │ │ │ │ │ └── test_to_json_string │ │ │ │ │ │ └── out.sql │ │ │ │ ├── test_numeric_ops │ │ │ │ │ ├── test_abs │ │ │ │ │ │ └── out.sql │ │ │ │ │ ├── test_add_numeric │ │ │ │ │ │ └── out.sql │ │ │ │ │ ├── test_add_string │ │ │ │ │ │ └── out.sql │ │ │ │ │ ├── test_add_timedelta │ │ │ │ │ │ └── out.sql │ │ │ │ │ ├── test_arccos │ │ │ │ │ │ └── out.sql │ │ │ │ │ ├── test_arccosh │ │ │ │ │ │ └── out.sql │ │ │ │ │ ├── test_arcsin │ │ │ │ │ │ └── out.sql │ │ │ │ │ ├── test_arcsinh │ │ │ │ │ │ └── out.sql │ │ │ │ │ ├── test_arctan │ │ │ │ │ │ └── out.sql │ │ │ │ │ ├── test_arctan2 │ │ │ │ │ │ └── out.sql │ │ │ │ │ ├── test_arctanh │ │ │ │ │ │ └── out.sql │ │ │ │ │ ├── test_ceil │ │ │ │ │ │ └── out.sql │ │ │ │ │ ├── test_cos │ │ │ │ │ │ └── out.sql │ │ │ │ │ ├── test_cosh │ │ │ │ │ │ └── out.sql │ │ │ │ │ ├── test_cosine_distance │ │ │ │ │ │ └── out.sql │ │ │ │ │ ├── test_div_numeric │ │ │ │ │ │ └── out.sql │ │ │ │ │ ├── test_div_timedelta │ │ │ │ │ │ └── out.sql │ │ │ │ │ ├── test_euclidean_distance │ │ │ │ │ │ └── out.sql │ │ │ │ │ ├── test_exp │ │ │ │ │ │ └── out.sql │ │ │ │ │ ├── test_expm1 │ │ │ │ │ │ └── out.sql │ │ │ │ │ ├── test_floor │ │ │ │ │ │ └── out.sql │ │ │ │ │ ├── test_floordiv_timedelta │ │ │ │ │ │ └── out.sql │ │ │ │ │ ├── test_ln │ │ │ │ │ │ └── out.sql │ │ │ │ │ ├── test_log10 │ │ │ │ │ │ └── out.sql │ │ │ │ │ ├── test_log1p │ │ │ │ │ │ └── out.sql │ │ │ │ │ ├── test_manhattan_distance │ │ │ │ │ │ └── out.sql │ │ │ │ │ ├── test_mod_numeric │ │ │ │ │ │ └── out.sql │ │ │ │ │ ├── test_mul_numeric │ │ │ │ │ │ └── out.sql │ │ │ │ │ ├── test_mul_timedelta │ │ │ │ │ │ └── out.sql │ │ │ │ │ ├── test_neg │ │ │ │ │ │ └── out.sql │ │ │ │ │ ├── test_pos │ │ │ │ │ │ └── out.sql │ │ │ │ │ ├── test_pow │ │ │ │ │ │ └── out.sql │ │ │ │ │ ├── test_round │ │ │ │ │ │ └── out.sql │ │ │ │ │ ├── test_sin │ │ │ │ │ │ └── out.sql │ │ │ │ │ ├── test_sinh │ │ │ │ │ │ └── out.sql │ │ │ │ │ ├── test_sqrt │ │ │ │ │ │ └── out.sql │ │ │ │ │ ├── test_sub_numeric │ │ │ │ │ │ └── out.sql │ │ │ │ │ ├── test_sub_timedelta │ │ │ │ │ │ └── out.sql │ │ │ │ │ ├── test_tan │ │ │ │ │ │ └── out.sql │ │ │ │ │ ├── test_tanh │ │ │ │ │ │ └── out.sql │ │ │ │ │ └── test_unsafe_pow_op │ │ │ │ │ │ └── out.sql │ │ │ │ ├── test_string_ops │ │ │ │ │ ├── test_add_string │ │ │ │ │ │ └── out.sql │ │ │ │ │ ├── test_capitalize │ │ │ │ │ │ └── out.sql │ │ │ │ │ ├── test_endswith │ │ │ │ │ │ └── out.sql │ │ │ │ │ ├── test_isalnum │ │ │ │ │ │ └── out.sql │ │ │ │ │ ├── test_isalpha │ │ │ │ │ │ └── out.sql │ │ │ │ │ ├── test_isdecimal │ │ │ │ │ │ └── out.sql │ │ │ │ │ ├── test_isdigit │ │ │ │ │ │ └── out.sql │ │ │ │ │ ├── test_islower │ │ │ │ │ │ └── out.sql │ │ │ │ │ ├── test_isnumeric │ │ │ │ │ │ └── out.sql │ │ │ │ │ ├── test_isspace │ │ │ │ │ │ └── out.sql │ │ │ │ │ ├── test_isupper │ │ │ │ │ │ └── out.sql │ │ │ │ │ ├── test_len │ │ │ │ │ │ └── out.sql │ │ │ │ │ ├── test_len_w_array │ │ │ │ │ │ └── out.sql │ │ │ │ │ ├── test_lower │ │ │ │ │ │ └── out.sql │ │ │ │ │ ├── test_lstrip │ │ │ │ │ │ └── out.sql │ │ │ │ │ ├── test_regex_replace_str │ │ │ │ │ │ └── out.sql │ │ │ │ │ ├── test_replace_str │ │ │ │ │ │ └── out.sql │ │ │ │ │ ├── test_reverse │ │ │ │ │ │ └── out.sql │ │ │ │ │ ├── test_rstrip │ │ │ │ │ │ └── out.sql │ │ │ │ │ ├── test_startswith │ │ │ │ │ │ └── out.sql │ │ │ │ │ ├── test_str_contains │ │ │ │ │ │ └── out.sql │ │ │ │ │ ├── test_str_contains_regex │ │ │ │ │ │ └── out.sql │ │ │ │ │ ├── test_str_extract │ │ │ │ │ │ └── out.sql │ │ │ │ │ ├── test_str_find │ │ │ │ │ │ └── out.sql │ │ │ │ │ ├── test_str_get │ │ │ │ │ │ └── out.sql │ │ │ │ │ ├── test_str_pad │ │ │ │ │ │ └── out.sql │ │ │ │ │ ├── test_str_repeat │ │ │ │ │ │ └── out.sql │ │ │ │ │ ├── test_str_slice │ │ │ │ │ │ └── out.sql │ │ │ │ │ ├── test_strconcat │ │ │ │ │ │ └── out.sql │ │ │ │ │ ├── test_string_split │ │ │ │ │ │ └── out.sql │ │ │ │ │ ├── test_strip │ │ │ │ │ │ └── out.sql │ │ │ │ │ ├── test_upper │ │ │ │ │ │ └── out.sql │ │ │ │ │ └── test_zfill │ │ │ │ │ │ └── out.sql │ │ │ │ ├── test_struct_ops │ │ │ │ │ ├── test_struct_field │ │ │ │ │ │ └── out.sql │ │ │ │ │ └── test_struct_op │ │ │ │ │ │ └── out.sql │ │ │ │ └── test_timedelta_ops │ │ │ │ │ ├── test_timedelta_floor │ │ │ │ │ └── out.sql │ │ │ │ │ └── test_to_timedelta │ │ │ │ │ └── out.sql │ │ │ ├── test_ai_ops.py │ │ │ ├── test_array_ops.py │ │ │ ├── test_blob_ops.py │ │ │ ├── test_bool_ops.py │ │ │ ├── test_comparison_ops.py │ │ │ ├── test_datetime_ops.py │ │ │ ├── test_generic_ops.py │ │ │ ├── test_geo_ops.py │ │ │ ├── test_json_ops.py │ │ │ ├── test_numeric_ops.py │ │ │ ├── test_string_ops.py │ │ │ ├── test_struct_ops.py │ │ │ └── test_timedelta_ops.py │ │ │ ├── snapshots │ │ │ ├── test_compile_aggregate │ │ │ │ ├── test_compile_aggregate │ │ │ │ │ └── out.sql │ │ │ │ └── test_compile_aggregate_wo_dropna │ │ │ │ │ └── out.sql │ │ │ ├── test_compile_concat │ │ │ │ ├── test_compile_concat │ │ │ │ │ └── out.sql │ │ │ │ └── test_compile_concat_filter_sorted │ │ │ │ │ └── out.sql │ │ │ ├── test_compile_explode │ │ │ │ ├── test_compile_explode_dataframe │ │ │ │ │ └── out.sql │ │ │ │ └── test_compile_explode_series │ │ │ │ │ └── out.sql │ │ │ ├── test_compile_filter │ │ │ │ └── test_compile_filter │ │ │ │ │ └── out.sql │ │ │ ├── test_compile_geo │ │ │ │ ├── test_st_regionstats │ │ │ │ │ └── out.sql │ │ │ │ ├── test_st_regionstats_without_optional_args │ │ │ │ │ └── out.sql │ │ │ │ └── test_st_simplify │ │ │ │ │ └── out.sql │ │ │ ├── test_compile_isin │ │ │ │ ├── test_compile_isin │ │ │ │ │ └── out.sql │ │ │ │ └── test_compile_isin_not_nullable │ │ │ │ │ └── out.sql │ │ │ ├── test_compile_join │ │ │ │ ├── test_compile_join │ │ │ │ │ └── out.sql │ │ │ │ └── test_compile_join_w_on │ │ │ │ │ ├── bool_col │ │ │ │ │ └── out.sql │ │ │ │ │ ├── float64_col │ │ │ │ │ └── out.sql │ │ │ │ │ ├── int64_col │ │ │ │ │ └── out.sql │ │ │ │ │ ├── numeric_col │ │ │ │ │ └── out.sql │ │ │ │ │ ├── string_col │ │ │ │ │ └── out.sql │ │ │ │ │ └── time_col │ │ │ │ │ └── out.sql │ │ │ ├── test_compile_projection │ │ │ │ └── test_compile_projection │ │ │ │ │ └── out.sql │ │ │ ├── test_compile_random_sample │ │ │ │ └── test_compile_random_sample │ │ │ │ │ └── out.sql │ │ │ ├── test_compile_readlocal │ │ │ │ ├── test_compile_readlocal │ │ │ │ │ └── out.sql │ │ │ │ ├── test_compile_readlocal_w_json_df │ │ │ │ │ └── out.sql │ │ │ │ ├── test_compile_readlocal_w_lists_df │ │ │ │ │ └── out.sql │ │ │ │ └── test_compile_readlocal_w_structs_df │ │ │ │ │ └── out.sql │ │ │ ├── test_compile_readtable │ │ │ │ ├── test_compile_readtable │ │ │ │ │ └── out.sql │ │ │ │ ├── test_compile_readtable_w_json_types │ │ │ │ │ └── out.sql │ │ │ │ ├── test_compile_readtable_w_limit │ │ │ │ │ └── out.sql │ │ │ │ ├── test_compile_readtable_w_nested_structs_types │ │ │ │ │ └── out.sql │ │ │ │ ├── test_compile_readtable_w_ordering │ │ │ │ │ └── out.sql │ │ │ │ ├── test_compile_readtable_w_repeated_types │ │ │ │ │ └── out.sql │ │ │ │ └── test_compile_readtable_w_system_time │ │ │ │ │ └── out.sql │ │ │ └── test_compile_window │ │ │ │ ├── test_compile_window_w_groupby_rolling │ │ │ │ └── out.sql │ │ │ │ ├── test_compile_window_w_range_rolling │ │ │ │ └── out.sql │ │ │ │ ├── test_compile_window_w_skips_nulls_op │ │ │ │ └── out.sql │ │ │ │ └── test_compile_window_wo_skips_nulls_op │ │ │ │ └── out.sql │ │ │ ├── test_compile_aggregate.py │ │ │ ├── test_compile_concat.py │ │ │ ├── test_compile_explode.py │ │ │ ├── test_compile_filter.py │ │ │ ├── test_compile_geo.py │ │ │ ├── test_compile_isin.py │ │ │ ├── test_compile_join.py │ │ │ ├── test_compile_random_sample.py │ │ │ ├── test_compile_readlocal.py │ │ │ ├── test_compile_readtable.py │ │ │ ├── test_compile_window.py │ │ │ ├── test_scalar_compiler.py │ │ │ └── test_sqlglot_types.py │ ├── rewrite │ │ ├── conftest.py │ │ ├── test_identifiers.py │ │ └── test_slices.py │ ├── sql │ │ ├── snapshots │ │ │ └── test_ml │ │ │ │ ├── test_create_model_basic │ │ │ │ └── create_model_basic.sql │ │ │ │ ├── test_create_model_if_not_exists │ │ │ │ └── create_model_if_not_exists.sql │ │ │ │ ├── test_create_model_list_option │ │ │ │ └── create_model_list_option.sql │ │ │ │ ├── test_create_model_remote │ │ │ │ └── create_model_remote.sql │ │ │ │ ├── test_create_model_remote_default │ │ │ │ └── create_model_remote_default.sql │ │ │ │ ├── test_create_model_replace │ │ │ │ └── create_model_replace.sql │ │ │ │ ├── test_create_model_training_data_and_holiday │ │ │ │ └── create_model_training_data_and_holiday.sql │ │ │ │ ├── test_create_model_transform │ │ │ │ └── create_model_transform.sql │ │ │ │ ├── test_evaluate_model_basic │ │ │ │ └── evaluate_model_basic.sql │ │ │ │ ├── test_evaluate_model_with_options │ │ │ │ └── evaluate_model_with_options.sql │ │ │ │ ├── test_evaluate_model_with_table │ │ │ │ └── evaluate_model_with_table.sql │ │ │ │ ├── test_explain_predict_model_basic │ │ │ │ └── explain_predict_model_basic.sql │ │ │ │ ├── test_explain_predict_model_with_options │ │ │ │ └── explain_predict_model_with_options.sql │ │ │ │ ├── test_global_explain_model_basic │ │ │ │ └── global_explain_model_basic.sql │ │ │ │ ├── test_global_explain_model_with_options │ │ │ │ └── global_explain_model_with_options.sql │ │ │ │ ├── test_predict_model_basic │ │ │ │ └── predict_model_basic.sql │ │ │ │ └── test_predict_model_with_options │ │ │ │ └── predict_model_with_options.sql │ │ └── test_ml.py │ ├── test_bf_utils.py │ ├── test_blocks.py │ ├── test_expression.py │ ├── test_groupby.py │ ├── test_guid.py │ ├── test_ibis_types.py │ ├── test_indexes.py │ ├── test_log_adapter.py │ ├── test_pyarrow_utils.py │ ├── test_pyformat.py │ ├── test_slices.py │ ├── test_sql.py │ ├── test_windowspec.py │ └── tools │ │ ├── __init__.py │ │ ├── test_bigquery_schema.py │ │ └── test_datetimes.py │ ├── display │ └── test_html.py │ ├── functions │ ├── __init__.py │ ├── test_function_template.py │ ├── test_function_typing.py │ ├── test_remote_function.py │ └── test_remote_function_utils.py │ ├── ml │ ├── __init__.py │ ├── test_api_primitives.py │ ├── test_compose.py │ ├── test_forecasting.py │ ├── test_golden_sql.py │ ├── test_matrix_factorization.py │ ├── test_pipeline.py │ └── test_sql.py │ ├── operations │ ├── __init__.py │ └── test_output_schemas.py │ ├── pandas │ └── io │ │ └── test_api.py │ ├── session │ ├── __init__.py │ ├── test_clients.py │ ├── test_io_arrow.py │ ├── test_io_bigquery.py │ ├── test_io_pandas.py │ ├── test_local_scan_executor.py │ ├── test_metrics.py │ ├── test_read_gbq_colab.py │ ├── test_read_gbq_query.py │ ├── test_read_gbq_table.py │ ├── test_session.py │ └── test_time.py │ ├── test_clients.py │ ├── test_constants.py │ ├── test_daemon.py │ ├── test_dataframe.py │ ├── test_dataframe_io.py │ ├── test_dataframe_polars.py │ ├── test_dtypes.py │ ├── test_features.py │ ├── test_formatting_helpers.py │ ├── test_index.py │ ├── test_interchange.py │ ├── test_local_data.py │ ├── test_local_engine.py │ ├── test_notebook.py │ ├── test_pandas.py │ ├── test_planner.py │ ├── test_sequences.py │ ├── test_series.py │ ├── test_series_io.py │ ├── test_series_polars.py │ └── test_series_struct.py └── third_party ├── __init__.py ├── bigframes_vendored ├── __init__.py ├── constants.py ├── cpython │ ├── LICENSE │ ├── __init__.py │ └── _pprint.py ├── db_benchmark │ ├── LICENSE │ ├── METADATA │ ├── README.md │ ├── __init__.py │ ├── groupby_queries.py │ ├── join_queries.py │ └── sort_queries.py ├── geopandas │ ├── LICENSE.txt │ └── geoseries.py ├── google_cloud_bigquery │ ├── LICENSE │ ├── __init__.py │ ├── _pandas_helpers.py │ ├── retry.py │ └── tests │ │ ├── __init__.py │ │ └── unit │ │ ├── __init__.py │ │ └── test_pandas_helpers.py ├── ibis │ ├── LICENSE.txt │ ├── README.md │ ├── __init__.py │ ├── backends │ │ ├── __init__.py │ │ ├── bigquery │ │ │ ├── __init__.py │ │ │ ├── backend.py │ │ │ ├── client.py │ │ │ ├── converter.py │ │ │ ├── datatypes.py │ │ │ └── udf │ │ │ │ ├── __init__.py │ │ │ │ ├── core.py │ │ │ │ ├── find.py │ │ │ │ └── rewrite.py │ │ └── sql │ │ │ ├── __init__.py │ │ │ ├── compilers │ │ │ ├── __init__.py │ │ │ ├── base.py │ │ │ └── bigquery │ │ │ │ └── __init__.py │ │ │ ├── datatypes.py │ │ │ └── rewrites.py │ ├── common │ │ ├── __init__.py │ │ ├── annotations.py │ │ ├── bases.py │ │ ├── caching.py │ │ ├── collections.py │ │ ├── deferred.py │ │ ├── dispatch.py │ │ ├── egraph.py │ │ ├── exceptions.py │ │ ├── graph.py │ │ ├── grounds.py │ │ ├── numeric.py │ │ ├── patterns.py │ │ ├── selectors.py │ │ ├── temporal.py │ │ └── typing.py │ ├── config.py │ ├── expr │ │ ├── __init__.py │ │ ├── api.py │ │ ├── builders.py │ │ ├── datashape.py │ │ ├── datatypes │ │ │ ├── __init__.py │ │ │ ├── cast.py │ │ │ ├── core.py │ │ │ └── value.py │ │ ├── decompile.py │ │ ├── format.py │ │ ├── operations │ │ │ ├── __init__.py │ │ │ ├── ai_ops.py │ │ │ ├── analytic.py │ │ │ ├── arrays.py │ │ │ ├── core.py │ │ │ ├── generic.py │ │ │ ├── geospatial.py │ │ │ ├── histograms.py │ │ │ ├── json.py │ │ │ ├── logical.py │ │ │ ├── maps.py │ │ │ ├── numeric.py │ │ │ ├── reductions.py │ │ │ ├── relations.py │ │ │ ├── sortkeys.py │ │ │ ├── strings.py │ │ │ ├── structs.py │ │ │ ├── subqueries.py │ │ │ ├── temporal.py │ │ │ ├── udf.py │ │ │ └── window.py │ │ ├── rewrites.py │ │ ├── rules.py │ │ ├── schema.py │ │ ├── sql.py │ │ ├── types │ │ │ ├── __init__.py │ │ │ ├── arrays.py │ │ │ ├── binary.py │ │ │ ├── core.py │ │ │ ├── dataframe_interchange.py │ │ │ ├── generic.py │ │ │ ├── geospatial.py │ │ │ ├── groupby.py │ │ │ ├── joins.py │ │ │ ├── json.py │ │ │ ├── logical.py │ │ │ ├── maps.py │ │ │ ├── numeric.py │ │ │ ├── pretty.py │ │ │ ├── relations.py │ │ │ ├── strings.py │ │ │ ├── structs.py │ │ │ ├── temporal.py │ │ │ ├── temporal_windows.py │ │ │ ├── typing.py │ │ │ └── uuid.py │ │ └── visualize.py │ ├── formats │ │ ├── __init__.py │ │ ├── numpy.py │ │ ├── pandas.py │ │ ├── polars.py │ │ └── pyarrow.py │ ├── selectors.py │ └── util.py ├── pandas │ ├── AUTHORS.md │ ├── LICENSE │ ├── README.md │ ├── __init__.py │ ├── _config │ │ └── config.py │ ├── core │ │ ├── arrays │ │ │ ├── __init__.py │ │ │ ├── arrow │ │ │ │ ├── __init__.py │ │ │ │ └── accessors.py │ │ │ └── datetimelike.py │ │ ├── common.py │ │ ├── computation │ │ │ ├── align.py │ │ │ ├── common.py │ │ │ ├── engines.py │ │ │ ├── eval.py │ │ │ ├── expr.py │ │ │ ├── ops.py │ │ │ ├── parsing.py │ │ │ └── scope.py │ │ ├── config_init.py │ │ ├── dtypes │ │ │ └── inference.py │ │ ├── frame.py │ │ ├── generic.py │ │ ├── groupby │ │ │ └── __init__.py │ │ ├── indexes │ │ │ ├── __init__.py │ │ │ ├── accessor.py │ │ │ ├── base.py │ │ │ ├── datetimes.py │ │ │ └── multi.py │ │ ├── indexing.py │ │ ├── reshape │ │ │ ├── __init__.py │ │ │ ├── concat.py │ │ │ ├── encoding.py │ │ │ ├── merge.py │ │ │ ├── pivot.py │ │ │ └── tile.py │ │ ├── series.py │ │ ├── strings │ │ │ └── accessor.py │ │ ├── tools │ │ │ ├── __init__.py │ │ │ ├── datetimes.py │ │ │ └── timedeltas.py │ │ └── window │ │ │ ├── __init__.py │ │ │ └── rolling.py │ ├── io │ │ ├── __init__.py │ │ ├── common.py │ │ ├── gbq.py │ │ ├── parquet.py │ │ ├── parsers │ │ │ ├── __init__.py │ │ │ └── readers.py │ │ └── pickle.py │ ├── pandas │ │ └── _typing.py │ ├── plotting │ │ └── _core.py │ └── util │ │ ├── _exceptions.py │ │ └── _validators.py ├── py.typed ├── sklearn │ ├── COPYING │ ├── __init__.py │ ├── base.py │ ├── cluster │ │ └── _kmeans.py │ ├── compose │ │ └── _column_transformer.py │ ├── decomposition │ │ ├── _mf.py │ │ └── _pca.py │ ├── ensemble │ │ ├── __init__.py │ │ └── _forest.py │ ├── impute │ │ └── _base.py │ ├── linear_model │ │ ├── _base.py │ │ └── _logistic.py │ ├── metrics │ │ ├── _classification.py │ │ ├── _ranking.py │ │ ├── _regression.py │ │ └── pairwise.py │ ├── model_selection │ │ ├── _split.py │ │ └── _validation.py │ ├── pipeline.py │ └── preprocessing │ │ ├── _data.py │ │ ├── _discretization.py │ │ ├── _encoder.py │ │ ├── _label.py │ │ └── _polynomial.py ├── tpch │ ├── LICENSE │ ├── METADATA │ ├── README.md │ ├── TPC-EULA.txt │ ├── __init__.py │ ├── queries │ │ ├── __init__.py │ │ ├── q1.py │ │ ├── q10.py │ │ ├── q11.py │ │ ├── q12.py │ │ ├── q13.py │ │ ├── q14.py │ │ ├── q15.py │ │ ├── q16.py │ │ ├── q17.py │ │ ├── q18.py │ │ ├── q19.py │ │ ├── q2.py │ │ ├── q20.py │ │ ├── q21.py │ │ ├── q22.py │ │ ├── q3.py │ │ ├── q4.py │ │ ├── q5.py │ │ ├── q6.py │ │ ├── q7.py │ │ ├── q8.py │ │ └── q9.py │ └── sql_queries │ │ ├── q1.sql │ │ ├── q10.sql │ │ ├── q11.sql │ │ ├── q12.sql │ │ ├── q13.sql │ │ 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