This is an automated email from the ASF dual-hosted git repository.
skrawcz pushed a change to branch stefan/add-skills
in repository https://gitbox.apache.org/repos/asf/hamilton.git
omit 2b571aa0 Adds workflow pattern and moves claude plugin directory
omit 00ea5483 Split Hamilton Claude plugin into 5 focused skills
add ac349407 Fix failing unit tests for pandas and mlflow compatibility
(#1463)
add 3c758593 Add missing dependency group for async SQLAlchemy tests
(#1474)
add bb1dee89 chore: Bump Ruff to 0.15.0 (#1455)
add 3bb44b9d Enable the UP006 and UP045 inspections
add 357a43ac Remove tests for pre-3.9 types (Dict, Tuple)
add 846cc74b Standardize `@pytest.mark.parametrize` parameters (PT006,
PT007)
add a2d0f205 Skip ray tests on Python 3.14 and fix ruff.toml config
add 157ecd60 Address various test failures
add 5d57508c Remove outdated numpy<2 version pins
add f0b80121 Fix spark failures on py3.14
add d4319d5f Add the sphinx-llms-txt docs plugin for better LLM
integration (#1482)
add e8b7f815 Split Hamilton Claude plugin into 5 focused skills
add e014528c Adds workflow pattern and moves claude plugin directory
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Summary of changes:
.github/workflows/hamilton-main.yml | 13 +-
.github/workflows/hamilton-sdk.yml | 1 +
.pre-commit-config.yaml | 4 +-
contrib/docs/compile_docs.py | 12 +-
.../dagworks/sphinx_doc_chunking/test.ipynb | 21 +-
.../dagworks/text_summarization/__init__.py | 7 +-
.../contrib/dagworks/text_summarization/test.ipynb | 1 -
.../dagworks/translate_to_hamilton/test.ipynb | 2 -
.../contrib/dagworks/translate_to_hamilton/test.py | 4 +-
.../user/elijahbenizzy/caption_images/__init__.py | 16 +-
.../elijahbenizzy/convert_images_s3/__init__.py | 4 +-
.../parallel_load_dataframes_s3/__init__.py | 4 +-
.../user/skrawcz/customize_embeddings/__init__.py | 13 +-
.../skrawcz/customize_embeddings/notebook.ipynb | 14 +-
.../contrib/user/skrawcz/fine_tuning/__init__.py | 2 +-
.../contrib/user/zilto/lancedb_vdb/__init__.py | 25 +-
.../contrib/user/zilto/lancedb_vdb/run.ipynb | 33 +-
.../user/zilto/llm_generate_code/__init__.py | 2 +-
.../user/zilto/nixtla_mlforecast/__init__.py | 51 +-
.../contrib/user/zilto/nixtla_mlforecast/run.ipynb | 18 +-
.../user/zilto/nixtla_statsforecast/__init__.py | 7 +-
.../user/zilto/nixtla_statsforecast/run.ipynb | 19 +-
.../user/zilto/text_summarization/__init__.py | 7 +-
.../contrib/user/zilto/webscraper/__init__.py | 8 +-
.../contrib/user/zilto/webscraper/run.ipynb | 11 +-
.../contrib/user/zilto/xgboost_optuna/__init__.py | 15 +-
.../contrib/user/zilto/xgboost_optuna/run.ipynb | 32 +-
contrib/hamilton/contribute.py | 7 +-
dev_tools/language_server/hamilton_lsp/server.py | 3 +-
dev_tools/language_server/tests/ls_setup.py | 4 +-
docs/conf.py | 8 +
examples/LLM_Workflows/GraphRAG/application.py | 5 +-
.../LLM_Workflows/GraphRAG/ingest_notebook.ipynb | 6 +-
examples/LLM_Workflows/GraphRAG/notebook.ipynb | 80 +--
.../LLM_Workflows/NER_Example/lancedb_module.py | 3 +-
.../LLM_Workflows/NER_Example/ner_extraction.py | 3 +-
examples/LLM_Workflows/NER_Example/notebook.ipynb | 67 +-
.../RAG_document_extract_chunk_embed/pipeline.py | 8 +-
.../simple_pipeline.ipynb | 27 +-
examples/LLM_Workflows/image_telephone/adapters.py | 15 +-
.../LLM_Workflows/image_telephone/notebook.ipynb | 41 +-
.../LLM_Workflows/image_telephone/streamlit.py | 12 +-
.../knowledge_retrieval/arxiv_articles.py | 7 +-
.../knowledge_retrieval/summarize_text.py | 6 +-
.../langchain_comparison/hamilton_anthropic.py | 2 +-
.../langchain_comparison/hamilton_async.py | 5 +-
.../langchain_comparison/hamilton_batch.py | 7 +-
.../langchain_comparison/hamilton_completion.py | 5 +-
.../langchain_comparison/hamilton_invoke.py | 5 +-
.../langchain_comparison/hamilton_streamed.py | 6 +-
.../langchain_comparison/vanilla_async.py | 3 +-
.../langchain_comparison/vanilla_batch.py | 3 +-
.../langchain_comparison/vanilla_invoke.py | 3 +-
.../langchain_comparison/vanilla_streamed.py | 4 +-
.../LLM_Workflows/llm_logging/summarization.py | 4 +-
.../modular_llm_stack/marqo_module.py | 6 +-
.../observability_openllmetry/notebook.ipynb | 4 +-
.../backend/parallel_summarization.py | 4 +-
.../pdf_summarizer/backend/summarization.py | 4 +-
.../pdf_summarizer/run_on_spark/run.ipynb | 20 +-
.../pdf_summarizer/run_on_spark/summarization.py | 4 +-
.../backend/ingestion.py | 4 +-
.../scraping_and_chunking/notebook.ipynb | 5 +-
.../scraping_and_chunking/spark/notebook.ipynb | 12 +-
.../airflow/plugins/absenteeism/prepare_data.py | 3 +-
.../airflow/plugins/absenteeism/train_model.py | 9 +-
.../plugins/function_modules/data_loaders.py | 4 +-
examples/aws/sagemaker/notebook.ipynb | 28 +-
examples/caching/in_memory_tutorial.ipynb | 3 +-
examples/caching/materializer_tutorial.ipynb | 52 +-
examples/caching/tutorial.ipynb | 86 +--
examples/caching_nodes/caching.ipynb | 16 +-
.../caching_graph_adapter/caching_nodes.ipynb | 30 +-
.../caching_nodes/diskcache_adapter/notebook.ipynb | 13 +-
examples/contrib/notebook.ipynb | 20 +-
.../notebooks/dagworks-translate_to_hamilton.ipynb | 15 +-
.../dagster_code/tutorial/resources/__init__.py | 5 +-
examples/dagster/hamilton_code/mock_api.py | 4 +-
examples/dagster/hamilton_code/notebook.ipynb | 6 +-
.../dask/community_demo/demo_day_notebook.ipynb | 51 +-
examples/dask/hello_world/notebook.ipynb | 4 +-
examples/data_loaders/data_loaders.ipynb | 36 +-
examples/data_quality/pandera/data_loaders.py | 4 +-
examples/data_quality/simple/data_loaders.py | 4 +-
examples/dbt/python_transforms/data_loader.py | 4 +-
.../dbt/python_transforms/feature_transforms.py | 5 +-
examples/dbt/python_transforms/model_pipeline.py | 3 +-
examples/decoupling_io/adapters.py | 19 +-
examples/decoupling_io/components/feature_data.py | 12 +-
examples/decoupling_io/run.py | 3 +-
examples/dlt/dlt_plugin.ipynb | 16 +-
examples/dlt/notebook.ipynb | 11 +-
examples/dlt/slack/__init__.py | 25 +-
examples/dlt/slack/helpers.py | 9 +-
examples/due_date_probabilities/notebook.ipynb | 69 ++-
examples/due_date_probabilities/probabilities.py | 3 +-
.../probability_estimation.py | 3 +-
examples/experiment_management/notebook.ipynb | 11 +-
.../feature_repo/retrieval.ipynb | 13 +-
.../scenario_1/offline_loader.py | 4 +-
.../scenario_2/offline_loader.py | 4 +-
.../scenario_2/online_loader.py | 6 +-
.../components/utils.py | 5 +-
.../mpg-translation/MPGSimple.ipynb | 11 +-
.../mpg-translation/MPGSimpleAdvancedTarget.ipynb | 6 +-
.../mpg-translation/MPGSimpleTarget.ipynb | 6 +-
.../mpg-translation/ProceduralMPGNotebook.ipynb | 10 +-
examples/hamilton_ui/components/model_fitting.py | 4 +-
examples/hamilton_ui/notebook.ipynb | 17 +-
examples/hello_world/my_notebook.ipynb | 8 +-
.../ibis/feature_engineering/column_dataflow.py | 3 +-
.../ibis/feature_engineering/table_dataflow.py | 3 +-
examples/ibisml/table_dataflow.py | 3 +-
examples/jupyter_notebook_magic/example.ipynb | 4 +
.../hamilton-code/notebooks/interactive.ipynb | 1 +
.../src/hamilton_code/data_science.py | 5 +-
.../kedro/kedro-code/src/kedro_code/__main__.py | 9 +-
.../kedro-code/src/kedro_code/pipeline_registry.py | 4 +-
.../src/kedro_code/pipelines/data_science/nodes.py | 3 +-
.../tests/pipelines/data_science/test_pipeline.py | 1 +
.../kedro/kedro-plugin/kedro_to_hamilton.ipynb | 40 +-
examples/lineage/data_loading.py | 5 +-
examples/lineage/lineage_commands.py | 12 +-
examples/lineage/lineage_snippets.ipynb | 61 +-
examples/lineage/model_pipeline.py | 5 +-
examples/materialization/custom_materializers.py | 11 +-
.../datasaver_dataloader_example/notebook.ipynb | 6 +-
examples/materialization/model_training.py | 3 +-
examples/materialization/notebook.ipynb | 77 ++-
examples/mlflow/tutorial.ipynb | 20 +-
.../model_examples/modular_example/notebook.ipynb | 282 ++++-----
.../scikit-learn/Hamilton_for_ML_dataflows.ipynb | 12 +-
.../scikit-learn/my_train_evaluate_logic.py | 3 +-
.../time-series/Hamilton-TimeSeriesmodel.ipynb | 8 +-
.../model_examples/time-series/data_loaders.py | 3 +-
examples/model_examples/time-series/transforms.py | 3 +-
.../abstract_functionality_blueprint/mutate.py | 4 +-
.../mutate_on_output.py | 6 +-
.../notebook.ipynb | 40 +-
.../pipe_output.py | 4 +-
.../pipe_output_on_output.py | 3 +-
.../abstract_functionality_blueprint/procedural.py | 4 +-
examples/narwhals/notebook.ipynb | 9 +-
.../air-quality-analysis/hamilton_notebook.ipynb | 42 +-
examples/openlineage/notebook.ipynb | 7 +-
examples/openlineage/pipeline.py | 5 +-
examples/pandas/materialization/notebook.ipynb | 3 +-
.../pandas/split-apply-combine/my_functions.py | 7 +-
examples/pandas/split-apply-combine/my_wrapper.py | 3 +-
examples/pandas/split-apply-combine/notebook.ipynb | 14 +-
examples/pandas/with_columns/notebook.ipynb | 33 +-
examples/parallelism/file_processing/list_data.py | 5 +-
.../parallelism/file_processing/notebook.ipynb | 43 +-
examples/parallelism/graceful_running/functions.py | 13 +-
examples/parallelism/graceful_running/run.py | 8 +-
.../lazy_threadpool_execution/notebook.ipynb | 160 ++---
examples/parallelism/star_counting/functions.py | 9 +-
examples/parallelism/star_counting/notebook.ipynb | 46 +-
examples/parallelism/star_counting/run.py | 3 +-
examples/people_data_labs/notebook.ipynb | 20 +-
examples/plotly/model_training.py | 3 +-
examples/plotly/notebook.ipynb | 36 +-
examples/polars/materialization/notebook.ipynb | 5 +-
examples/polars/notebook.ipynb | 9 +-
examples/polars/with_columns/notebook.ipynb | 32 +-
examples/prefect/hamilton_prefect_notebook.ipynb | 32 +-
examples/prefect/prepare_data.py | 3 +-
examples/prefect/train_model.py | 9 +-
examples/ray/hello_world/notebook.ipynb | 12 +-
.../hamilton_notebook.ipynb | 22 +-
examples/reusing_functions/main.py | 4 +-
examples/reusing_functions/reusing_functions.ipynb | 29 +-
examples/reverse_etl/notebook.ipynb | 9 +-
.../species_distribution_modeling/grids.py | 11 +-
.../hamilton_notebook.ipynb | 67 +-
.../original_script.py | 2 +-
.../postprocessing_results.py | 6 +-
.../species_distribution_modeling/preprocessing.py | 9 +-
.../transformer/hamilton_notebook.ipynb | 45 +-
examples/scikit-learn/transformer/run.py | 8 +-
examples/slack/notebook.ipynb | 3 +-
examples/spark/pyspark/dataflow.py | 3 +-
examples/spark/pyspark/notebook.ipynb | 101 +--
.../pyspark_feature_catalog/example_usage.ipynb | 13 +-
examples/spark/tpc-h/query_1.py | 2 +-
.../world_of_warcraft__pandas.ipynb | 12 +-
.../world_of_warcraft__spark_v1.ipynb | 11 +-
.../world_of_warcraft__spark_v2.ipynb | 11 +-
examples/streamlit/app.py | 5 +-
examples/styling_visualization/data_loading.py | 5 +-
examples/styling_visualization/model_pipeline.py | 5 +-
examples/vaex/notebook.ipynb | 2 +-
examples/validate_examples.py | 5 +-
.../validation/static_validator/notebook.ipynb | 24 +-
examples/validation/static_validator/run.py | 3 +-
hamilton/ad_hoc_utils.py | 6 +-
hamilton/async_driver.py | 42 +-
hamilton/base.py | 48 +-
hamilton/caching/adapter.py | 145 +++--
hamilton/caching/cache_key.py | 6 +-
hamilton/caching/fingerprinting.py | 3 +-
hamilton/caching/stores/base.py | 17 +-
hamilton/caching/stores/file.py | 10 +-
hamilton/caching/stores/memory.py | 29 +-
hamilton/caching/stores/sqlite.py | 11 +-
hamilton/cli/__main__.py | 19 +-
hamilton/cli/commands.py | 9 +-
hamilton/cli/logic.py | 37 +-
hamilton/common/__init__.py | 11 +-
hamilton/data_quality/base.py | 10 +-
hamilton/data_quality/default_validators.py | 53 +-
hamilton/data_quality/pandera_validators.py | 6 +-
hamilton/dataflows/__init__.py | 30 +-
hamilton/dev_utils/deprecation.py | 24 +-
hamilton/driver.py | 212 +++----
hamilton/execution/debugging_utils.py | 5 +-
hamilton/execution/executors.py | 7 +-
hamilton/execution/graph_functions.py | 23 +-
hamilton/execution/grouping.py | 60 +-
hamilton/execution/state.py | 64 +-
.../experimental/decorators/parameterize_frame.py | 5 +-
hamilton/experimental/h_cache.py | 15 +-
hamilton/experimental/h_databackends.py | 3 +-
hamilton/function_modifiers/adapters.py | 53 +-
hamilton/function_modifiers/base.py | 59 +-
hamilton/function_modifiers/configuration.py | 29 +-
hamilton/function_modifiers/delayed.py | 11 +-
hamilton/function_modifiers/dependencies.py | 17 +-
hamilton/function_modifiers/expanders.py | 61 +-
hamilton/function_modifiers/macros.py | 82 ++-
hamilton/function_modifiers/metadata.py | 19 +-
hamilton/function_modifiers/recursive.py | 91 +--
hamilton/function_modifiers/validation.py | 13 +-
hamilton/graph.py | 91 +--
hamilton/graph_types.py | 28 +-
hamilton/graph_utils.py | 4 +-
hamilton/htypes.py | 27 +-
hamilton/io/data_adapters.py | 19 +-
hamilton/io/default_data_loaders.py | 45 +-
hamilton/io/materialization.py | 44 +-
hamilton/io/utils.py | 10 +-
hamilton/lifecycle/api.py | 153 ++---
hamilton/lifecycle/base.py | 148 ++---
hamilton/lifecycle/default.py | 145 +++--
hamilton/models.py | 6 +-
hamilton/node.py | 42 +-
hamilton/plugins/dlt_extensions.py | 21 +-
hamilton/plugins/h_dask.py | 12 +-
hamilton/plugins/h_ddog.py | 50 +-
hamilton/plugins/h_diskcache.py | 16 +-
hamilton/plugins/h_experiments/data_model.py | 4 +-
hamilton/plugins/h_experiments/hook.py | 8 +-
hamilton/plugins/h_experiments/server.py | 9 +-
hamilton/plugins/h_kedro.py | 20 +-
hamilton/plugins/h_logging.py | 63 +-
hamilton/plugins/h_mlflow.py | 32 +-
hamilton/plugins/h_narwhals.py | 12 +-
hamilton/plugins/h_openlineage.py | 28 +-
hamilton/plugins/h_opentelemetry.py | 23 +-
hamilton/plugins/h_pandas.py | 21 +-
hamilton/plugins/h_pandera.py | 3 +-
hamilton/plugins/h_polars.py | 27 +-
hamilton/plugins/h_polars_lazyframe.py | 27 +-
hamilton/plugins/h_pyarrow.py | 4 +-
hamilton/plugins/h_pydantic.py | 3 +-
hamilton/plugins/h_ray.py | 16 +-
hamilton/plugins/h_rich.py | 11 +-
hamilton/plugins/h_schema.py | 21 +-
hamilton/plugins/h_slack.py | 14 +-
hamilton/plugins/h_spark.py | 120 ++--
hamilton/plugins/h_threadpool.py | 9 +-
hamilton/plugins/h_tqdm.py | 15 +-
hamilton/plugins/h_vaex.py | 12 +-
hamilton/plugins/huggingface_extensions.py | 66 +-
hamilton/plugins/ibis_extensions.py | 4 +-
hamilton/plugins/jupyter_magic.py | 14 +-
hamilton/plugins/kedro_extensions.py | 13 +-
hamilton/plugins/lightgbm_extensions.py | 19 +-
hamilton/plugins/matplotlib_extensions.py | 35 +-
hamilton/plugins/mlflow_extensions.py | 41 +-
hamilton/plugins/numpy_extensions.py | 41 +-
hamilton/plugins/pandas_extensions.py | 675 ++++++++++-----------
hamilton/plugins/plotly_extensions.py | 39 +-
hamilton/plugins/polars_extensions.py | 4 +-
hamilton/plugins/polars_lazyframe_extensions.py | 52 +-
hamilton/plugins/polars_post_1_0_0_extensions.py | 211 +++----
hamilton/plugins/polars_pre_1_0_0_extension.py | 195 +++---
hamilton/plugins/pydantic_extensions.py | 6 +-
hamilton/plugins/sklearn_plot_extensions.py | 19 +-
hamilton/plugins/spark_extensions.py | 11 +-
hamilton/plugins/xgboost_extensions.py | 15 +-
hamilton/plugins/yaml_extensions.py | 15 +-
hamilton/registry.py | 32 +-
hamilton/telemetry.py | 17 +-
plugin_tests/h_dask/test_h_dask.py | 12 +-
plugin_tests/h_ray/conftest.py | 13 +
plugin_tests/h_spark/test_h_schema.py | 2 +-
plugin_tests/h_spark/test_h_spark.py | 17 +-
pyproject.toml | 37 +-
scripts/add_license_headers.py | 11 +-
scripts/apache_release_helper.py | 3 +-
scripts/check_license_headers.py | 3 +-
tests/caching/metadata_store/test_base.py | 3 +-
tests/caching/result_store/test_file.py | 2 +-
tests/caching/test_fingerprinting.py | 4 +-
tests/caching/test_integration.py | 15 +-
tests/caching/test_result_store.py | 21 +-
tests/execution/test_executors.py | 2 +-
tests/execution/test_graph_functions.py | 10 +-
tests/function_modifiers/test_adapters.py | 53 +-
tests/function_modifiers/test_base.py | 12 +-
tests/function_modifiers/test_combined.py | 8 +-
tests/function_modifiers/test_delayed.py | 19 +-
tests/function_modifiers/test_dependencies.py | 8 +-
tests/function_modifiers/test_expanders.py | 136 ++---
tests/function_modifiers/test_macros.py | 13 +-
tests/function_modifiers/test_metadata.py | 2 +-
tests/function_modifiers/test_recursive.py | 43 +-
tests/io/test_data_adapters.py | 23 +-
tests/io/test_materialization.py | 27 +-
tests/lifecycle/lifecycle_adapters_for_testing.py | 73 +--
.../test_lifecycle_adapters_end_to_end.py | 53 +-
...est_lifecycle_adapters_end_to_end_task_based.py | 58 +-
tests/lifecycle/test_lifecycle_base.py | 36 +-
tests/nodes.py | 20 +-
tests/plugins/test_lightgbm_extensions.py | 5 +-
tests/plugins/test_logging.py | 2 +-
tests/plugins/test_matplotlib_extensions.py | 2 +
tests/plugins/test_mlflow_extension.py | 5 +-
tests/plugins/test_pandas_extensions.py | 3 +-
tests/plugins/test_polars_extensions.py | 2 +-
tests/plugins/test_pydantic_extensions.py | 22 +-
tests/plugins/test_sklearn_plot_extensions.py | 13 +-
tests/plugins/test_yaml_extension.py | 15 +-
tests/resources/compatible_input_types.py | 4 +-
tests/resources/dq_dummy_examples.py | 7 +-
tests/resources/functions_with_generics.py | 8 +-
tests/resources/graceful_parallel.py | 7 +-
tests/resources/incompatible_input_types.py | 6 +-
tests/resources/optional_dependencies.py | 4 +-
tests/resources/simple_async_module.py | 3 +-
tests/resources/smoke_screen_module.py | 14 +-
.../spark/spark_dag_mixed_pyspark_pandas_udfs.py | 4 +-
tests/resources/spark/spark_dag_pyspark_udfs.py | 4 +-
tests/resources/typing_vs_not_typing.py | 6 +-
tests/test_base.py | 24 +-
tests/test_common.py | 2 +-
tests/test_default_data_quality.py | 10 +-
tests/test_dev_utils.py | 5 +-
tests/test_end_to_end.py | 217 ++++---
tests/test_graph.py | 15 +-
tests/test_hamilton_driver.py | 128 ++--
tests/test_node.py | 14 +-
tests/test_parallel_graceful.py | 2 +-
tests/test_telemetry.py | 12 +-
tests/test_type_utils.py | 103 ++--
ui/backend/server/commands.py | 3 +-
ui/backend/server/common/django_utils.py | 2 +-
.../tests/test_db_methods/test_permissions.py | 19 +-
ui/backend/server/tests/test_db_methods/utils.py | 7 +-
.../server/tests/test_lifecycle/test_projects.py | 4 +-
.../tests/test_lifecycle/test_run_tracking.py | 3 +-
.../server/tests/test_lifecycle/test_templates.py | 5 +-
ui/backend/server/trackingserver_auth/api.py | 5 +-
ui/backend/server/trackingserver_auth/schema.py | 3 +-
ui/backend/server/trackingserver_base/apps.py | 2 +-
.../server/trackingserver_base/auth/api_keys.py | 3 +-
.../server/trackingserver_base/auth/local.py | 5 +-
ui/backend/server/trackingserver_base/auth/sync.py | 5 +-
.../server/trackingserver_base/auth/testing.py | 3 +-
.../server/trackingserver_base/blob_storage.py | 7 +-
.../server/trackingserver_base/permissions/base.py | 8 +-
.../trackingserver_base/permissions/permissions.py | 18 +-
.../trackingserver_base/shared_types/attributes.py | 36 +-
ui/backend/server/trackingserver_projects/api.py | 25 +-
.../server/trackingserver_projects/schema.py | 45 +-
.../server/trackingserver_run_tracking/api.py | 16 +-
.../server/trackingserver_run_tracking/schema.py | 24 +-
ui/backend/server/trackingserver_template/api.py | 13 +-
.../server/trackingserver_template/schema.py | 21 +-
ui/sdk/.pre-commit-config.yaml | 4 +-
ui/sdk/requirements-test.txt | 4 +-
ui/sdk/ruff.toml | 2 +-
ui/sdk/src/hamilton_sdk/adapters.py | 41 +-
ui/sdk/src/hamilton_sdk/api/clients.py | 67 +-
ui/sdk/src/hamilton_sdk/cli/initialize.py | 4 +-
.../machine_learning/components/model_fitting.py | 4 +-
.../components/_run.py | 3 +-
ui/sdk/src/hamilton_sdk/driver.py | 65 +-
.../src/hamilton_sdk/tracking/data_observation.py | 6 +-
.../src/hamilton_sdk/tracking/dataframe_stats.py | 12 +-
.../src/hamilton_sdk/tracking/example_tracking.py | 10 +-
ui/sdk/src/hamilton_sdk/tracking/ibis_stats.py | 6 +-
.../src/hamilton_sdk/tracking/langchain_stats.py | 6 +-
ui/sdk/src/hamilton_sdk/tracking/numpy_stats.py | 4 +-
.../src/hamilton_sdk/tracking/pandas_col_stats.py | 43 +-
ui/sdk/src/hamilton_sdk/tracking/pandas_stats.py | 10 +-
.../src/hamilton_sdk/tracking/polars_col_stats.py | 42 +-
ui/sdk/src/hamilton_sdk/tracking/polars_stats.py | 10 +-
ui/sdk/src/hamilton_sdk/tracking/pydantic_stats.py | 4 +-
ui/sdk/src/hamilton_sdk/tracking/pyspark_stats.py | 6 +-
ui/sdk/src/hamilton_sdk/tracking/runs.py | 13 +-
.../hamilton_sdk/tracking/scikit_learn_stats.py | 3 +-
ui/sdk/src/hamilton_sdk/tracking/trackingtypes.py | 8 +-
ui/sdk/src/hamilton_sdk/tracking/utils.py | 4 +-
ui/sdk/tests/resources/parallel_dag.py | 5 +-
ui/sdk/tests/resources/parallel_dag_error.py | 5 +-
ui/sdk/tests/test_adapters.py | 6 +-
ui/sdk/tests/test_tracking.py | 19 +-
ui/sdk/tests/tracking/test_dataframe_stats.py | 1 -
ui/sdk/tests/tracking/test_pandas_col_stats.py | 3 +-
ui/sdk/tests/tracking/test_pandas_stats.py | 6 +-
ui/sdk/tests/tracking/test_runs.py | 4 +-
ui/sdk/tests/tracking/test_utils.py | 15 +-
414 files changed, 4667 insertions(+), 4773 deletions(-)
