├── .github └── workflows │ └── python-publish.yml ├── .gitignore ├── .readthedocs.yaml ├── DockerFile ├── Makefile ├── README.rst ├── dev_requirements.txt ├── docs ├── Makefile ├── conf.py ├── f2ai_api.rst ├── index.rst ├── make.bat ├── requirements.txt ├── static │ ├── .gitkeep │ └── f2ai_architecture.png └── templates │ └── .gitkeep ├── f2ai ├── __init__.py ├── __main__.py ├── cmd │ ├── __init__.py │ └── main.py ├── common │ ├── cmd_parser.py │ ├── collect_fn.py │ ├── get_config.py │ ├── jinja.py │ ├── oss_utils.py │ ├── read_file.py │ ├── time_field.py │ └── utils.py ├── dataset │ ├── __init__.py │ ├── dataset.py │ ├── entities_sampler.py │ ├── events_sampler.py │ └── pytorch_dataset.py ├── definitions │ ├── __init__.py │ ├── backoff_time.py │ ├── base_view.py │ ├── constants.py │ ├── dtypes.py │ ├── entities.py │ ├── feature_view.py │ ├── features.py │ ├── label_view.py │ ├── offline_store.py │ ├── online_store.py │ ├── period.py │ ├── persist_engine.py │ ├── services.py │ └── sources.py ├── example │ └── jaffle_shop_example.py ├── featurestore.py ├── models │ ├── earlystop.py │ ├── encoder.py │ ├── nbeats │ │ ├── model.py │ │ └── submodules.py │ ├── normalizer.py │ └── sequential.py ├── offline_stores │ ├── offline_file_store.py │ ├── offline_postgres_store.py │ └── offline_spark_store.py ├── online_stores │ └── online_redis_store.py └── persist_engine │ ├── offline_file_persistengine.py │ ├── offline_pgsql_persistengine.py │ ├── offline_spark_persistengine.py │ ├── online_local_persistengine.py │ └── online_spark_persistengine.py ├── requirements.txt ├── setup.cfg ├── setup.py ├── tests ├── conftest.py ├── fixtures │ ├── constants.py │ ├── credit_score_fixtures.py │ ├── git_utils.py │ └── guizhou_traffic_fixtures.py ├── integrations │ └── benchmarks │ │ ├── offline_file_benchmark_test.py │ │ └── offline_pgsql_benchmark_test.py └── units │ ├── common │ └── utils_test.py │ ├── dataset │ ├── entities_sampler_test.py │ └── events_sampler_test.py │ ├── definitions │ ├── back_off_time_test.py │ ├── entities_test.py │ ├── features_test.py │ └── offline_store_test.py │ ├── offline_stores │ ├── offline_file_store_test.py │ ├── offline_postgres_store_test.py │ └── postgres_sqls │ │ ├── stats_query_avg.sql │ │ ├── stats_query_max.sql │ │ ├── stats_query_median.sql │ │ ├── stats_query_min.sql │ │ ├── stats_query_mode.sql │ │ ├── stats_query_std.sql │ │ ├── stats_query_unique.sql │ │ ├── store_stats_query_categorical.sql │ │ └── store_stats_query_numeric.sql │ ├── period_test.py │ └── service_test.py └── use_cases ├── .ipynb_checkpoints └── credit_score-checkpoint.ipynb ├── credit_score ├── credit_score.html └── credit_score.ipynb ├── guizhou_traffic ├── guizhou_traffic.html └── guizhou_traffic.ipynb └── guizhou_traffic_arima.py /.github/workflows/python-publish.yml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ai-excelsior/F2AI/HEAD/.github/workflows/python-publish.yml 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