├── .dockerignore ├── .gitignore ├── BENCHMARKS.md ├── Dockerfile ├── LICENSE ├── README.md ├── cppextensions ├── encode_logistic_regression_model.cpp ├── hash_join_dataframe_indexer.cpp ├── tfidf_driver.cpp ├── thread_pool_creator.cpp ├── vocabulary_to_dict_driver.cpp ├── weld_llvm_caller_footer.cpp └── weld_llvm_caller_header.cpp ├── requirements.txt ├── setup.py ├── simple_benchmarks.sh ├── tests ├── __init__.py ├── array_binop_node_tests.py ├── array_count_vectorizer_node_test.py ├── array_tfidf_node_tests.py ├── benchmark_scripts │ ├── credit_batch.py │ ├── credit_point.py │ ├── credit_remote_topk.py │ ├── credit_topk.py │ ├── credit_train.py │ ├── credit_utils.py │ ├── instant_batch.py │ ├── instant_point.py │ ├── instant_topk.py │ ├── instant_train.py │ ├── instant_utils.py │ ├── music_batch.py │ ├── music_point.py │ ├── music_remote_batch.py │ ├── music_remote_point_eval.py │ ├── music_remote_point_setup.py │ ├── music_remote_topk.py │ ├── music_topk.py │ ├── music_train.py │ ├── music_utils.py │ ├── price_batch.py │ ├── price_point.py │ ├── price_topk.py │ ├── price_train.py │ ├── price_utils.py │ ├── product_batch.py │ ├── product_point.py │ ├── product_topk.py │ ├── product_train.py │ ├── product_utils.py │ ├── toxic_batch.py │ ├── toxic_point.py │ ├── toxic_topk.py │ ├── toxic_train.py │ └── toxic_utils.py ├── cascades_test.py ├── graph_inference_tests.py ├── hash_join_node_tests.py ├── pandas_graph_inference_tests.py ├── runtime_type_discovery_tests.py ├── stacking_node_tests.py ├── string_lower_node_tests.py ├── test_resources │ ├── lazada_challenge_features │ │ ├── brands_from_lazada_portal.txt │ │ ├── colors.txt │ │ ├── conciseness_train.labels │ │ └── lazada_data_train.csv │ ├── simple_vocabulary.txt │ ├── toxic_comment_classification │ │ └── train.csv │ ├── toy_data_csv.csv │ ├── toy_data_csv_multicol.csv │ ├── toy_metadata_csv.csv │ ├── toy_metadata_csv_2.csv │ ├── toy_metadata_csv_3.csv │ ├── toy_metadata_multicol.csv │ ├── twitter.200000.processed.noemoticon.csv │ └── wsdm_cup_features │ │ ├── als_artist_features.32.csv │ │ ├── als_song_features.32.csv │ │ ├── als_user2_features.32.csv │ │ ├── als_user_features.32.csv │ │ ├── alsclusterEMB32_artist_name_ol.25.csv │ │ ├── alsclusterEMB32_msno_ol.25.csv │ │ ├── alsclusterEMB32_song_id_ol.25.csv │ │ └── combi_extra.pkl ├── test_scripts │ ├── execution_correctness.py │ ├── execution_example.py │ ├── execution_example_simple.py │ └── parallelization_benchmark.py ├── willump_execution_tests.py └── willump_python_udf_tests.py └── willump ├── __init__.py ├── evaluation ├── __init__.py ├── willump_cascades.py ├── willump_cascades_utilities.py ├── willump_driver_generator.py ├── willump_executor.py ├── willump_graph_builder.py ├── willump_graph_passes.py ├── willump_runtime_code.py ├── willump_runtime_type_discovery.py └── willump_weld_generator.py ├── graph ├── __init__.py ├── array_binop_node.py ├── array_count_vectorizer_node.py ├── array_tfidf_node.py ├── cascade_column_selection_node.py ├── cascade_combine_predictions_node.py ├── cascade_point_early_exit_node.py ├── cascade_stack_dense_node.py ├── cascade_stack_sparse_node.py ├── cascade_threshold_proba_node.py ├── cascade_topk_selection_node.py ├── combine_linear_regression_node.py ├── hash_join_node.py ├── identity_node.py ├── pandas_column_selection_node.py ├── pandas_column_selection_node_python.py ├── pandas_dataframe_concatenation_node.py ├── pandas_series_concatenation_node.py ├── pandas_series_to_dataframe_node.py ├── pandas_to_dense_matrix_node.py ├── reshape_node.py ├── stack_dense_node.py ├── stack_sparse_node.py ├── string_lower_node.py ├── willump_graph.py ├── willump_graph_node.py ├── willump_input_node.py ├── willump_model_node.py ├── willump_multioutput_node.py ├── willump_output_node.py ├── willump_predict_node.py ├── willump_predict_proba_node.py ├── willump_python_node.py └── willump_training_node.py └── willump_utilities.py /.dockerignore: 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