├── .github └── ISSUE_TEMPLATE.md ├── .gitignore ├── .readthedocs.yml ├── .travis.yml ├── LICENSE ├── MANIFEST.in ├── README.rst ├── analysis_engine ├── __init__.py ├── ae_talib.py ├── ai │ ├── __init__.py │ ├── build_datasets_using_scalers.py │ ├── build_regression_dnn.py │ ├── build_scaler_dataset_from_df.py │ └── plot_dnn_fit_history.py ├── algo.py ├── algo_runner.py ├── api_requests.py ├── build_algo_request.py ├── build_buy_order.py ├── build_dataset_node.py ├── build_df_from_redis.py ├── build_entry_call_spread_details.py ├── build_entry_put_spread_details.py ├── build_exit_call_spread_details.py ├── build_exit_put_spread_details.py ├── build_option_spread_details.py ├── build_publish_request.py ├── build_result.py ├── build_sell_order.py ├── build_trade_history_entry.py ├── charts.py ├── compress_data.py ├── consts.py ├── convert_df_to_json.py ├── dataset_scrub_utils.py ├── dict_to_csv.py ├── extract.py ├── extract_utils.py ├── fetch.py ├── finviz │ ├── __init__.py │ ├── consts.py │ └── fetch_api.py ├── get_data_from_redis_key.py ├── get_pricing.py ├── get_task_results.py ├── holidays.py ├── iex │ ├── __init__.py │ ├── build_auth_url.py │ ├── collect_and_merge_data.py │ ├── consts.py │ ├── extract_df_from_redis.py │ ├── fetch_api.py │ ├── fetch_data.py │ ├── get_data.py │ ├── get_default_fields.py │ ├── get_pricing_on_date.py │ └── helpers_for_iex_api.py ├── indicators │ ├── __init__.py │ ├── adx.py │ ├── atr.py │ ├── base_indicator.py │ ├── bollinger_bands.py │ ├── build_indicator_node.py │ ├── chaikin.py │ ├── chaikin_osc.py │ ├── ema.py │ ├── get_category_as_int.py │ ├── indicator_processor.py │ ├── load_indicator_from_module.py │ ├── macd.py │ ├── mfi.py │ ├── mom.py │ ├── natr.py │ ├── obv.py │ ├── roc.py │ ├── rsi.py │ ├── stoch.py │ ├── stochf.py │ ├── trange.py │ ├── williamsr.py │ ├── williamsr_open.py │ └── wma.py ├── load_algo_dataset_from_file.py ├── load_algo_dataset_from_redis.py ├── load_algo_dataset_from_s3.py ├── load_dataset.py ├── load_history_dataset.py ├── load_history_dataset_from_file.py ├── load_history_dataset_from_s3.py ├── load_report_dataset_from_file.py ├── log │ ├── __init__.py │ ├── debug-logging.json │ ├── error-logging.json │ ├── logging.json │ └── splunk.json ├── mocks │ ├── __init__.py │ ├── base_test.py │ ├── example_algo_minute.py │ ├── example_indicator_williamsr.py │ ├── example_indicator_williamsr_open.py │ ├── mock_algo_trading.py │ ├── mock_boto3_s3.py │ ├── mock_iex.py │ ├── mock_pinance.py │ ├── mock_redis.py │ └── mock_talib.py ├── options_dates.py ├── perf │ ├── __init__.py │ └── profile_algo_runner.py ├── plot_trading_history.py ├── prepare_dict_for_algo.py ├── prepare_history_dataset.py ├── prepare_report_dataset.py ├── publish.py ├── restore_dataset.py ├── run_algo.py ├── run_custom_algo.py ├── s3_read_contents_from_key.py ├── scripts │ ├── __init__.py │ ├── aws_backup.py │ ├── backtest_parsing_env.sh │ ├── backtest_with_runner.py │ ├── common_bash.sh │ ├── fetch_new_stock_datasets.py │ ├── inspect_datasets.py │ ├── k8_env.sh │ ├── plot_history_from_local_file.py │ ├── plot_history_from_s3.py │ ├── print_last_close_date.py │ ├── print_next_expiration_date.py │ ├── publish_from_s3_to_redis.py │ ├── publish_ticker_aggregate_from_s3.py │ ├── run_backtest_and_plot_history.py │ ├── sa.py │ ├── start_algo.py │ └── train_dnn_from_history.py ├── send_to_slack.py ├── set_data_in_redis_key.py ├── show_dataset.py ├── start_worker.py ├── td │ ├── __init__.py │ ├── consts.py │ ├── extract_df_from_redis.py │ ├── fetch_api.py │ ├── fetch_data.py │ └── get_data.py ├── url_helper.py ├── utils.py ├── work_tasks │ ├── __init__.py │ ├── celery_config.py │ ├── celery_service_config.py │ ├── custom_task.py │ ├── get_celery_app.py │ ├── get_new_pricing_data.py │ ├── handle_pricing_update_task.py │ ├── prepare_pricing_dataset.py │ ├── publish_from_s3_to_redis.py │ ├── publish_pricing_update.py │ ├── publish_ticker_aggregate_from_s3.py │ ├── run_distributed_algorithm.py │ ├── task_run_algo.py │ └── task_screener_analysis.py ├── write_to_file.py └── yahoo │ ├── __init__.py │ ├── consts.py │ ├── extract_df_from_redis.py │ └── get_data.py ├── cfg └── default_algo.json ├── compose ├── automation-dataset-collection.yml ├── bt │ └── backtester.yml ├── components │ └── stack.yml ├── dev.yml ├── docker │ └── notebooks │ │ ├── Analyze Compressed Algorithm Trading Histories Stored in S3.ipynb │ │ ├── Comparing-3-Deep-Neural-Networks-Trained-to-Predict-a-Stocks-Closing-Price-Using-The-Analysis-Engine.ipynb │ │ ├── Run-a-Custom-Trading-Algorithm-Backtest-with-Minute-Timeseries-Pricing-Data.ipynb │ │ ├── Stock-Analysis-Intro-Extracting-Datasets.ipynb │ │ ├── Stock-Analysis-Intro-Publishing-to-Slack.ipynb │ │ ├── Stock-Analysis-Intro.ipynb │ │ └── Train-a-Deep-Neural-Network-For-Predicting-a-Stocks-Closing-Price.ipynb ├── envs │ ├── backtester.env │ ├── dataset_collection.env │ ├── jupyter.env │ ├── local.env │ └── workers.env ├── fetch │ └── fetch.yml ├── integration.yml ├── jupyter │ └── jupyter.yml ├── notebook-integration.yml ├── nuke-docker.sh ├── redis-and-minio.yml ├── registry │ ├── daemon.json │ └── registry.yml ├── screener.yml ├── start.sh └── stop.sh ├── docker ├── Dockerfile ├── base_Dockerfile ├── bash_colors.sh ├── build.sh ├── jupyter │ ├── Dockerfile │ ├── jupyter_notebook_config.py │ ├── nbconfig │ │ ├── livereveal.json │ │ └── notebook.json │ └── start-container.sh ├── notebooks │ └── .gitignore └── vimrc ├── docs ├── Makefile ├── make.bat └── source │ ├── README.rst │ ├── _static │ └── .gitignore │ ├── algo_runner.rst │ ├── algorithm_api.rst │ ├── api_reference.rst │ ├── build_algo_request.rst │ ├── build_buy_order.rst │ ├── build_dnn_from_trading_history.rst │ ├── build_entry_call_spread_details.rst │ ├── build_entry_put_spread_details.rst │ ├── build_exit_call_spread_details.rst │ ├── build_exit_put_spread_details.rst │ ├── build_option_spread_details.rst │ ├── build_publish_request.rst │ ├── build_sell_order.rst │ ├── build_trade_history_entry.rst │ ├── charts.rst │ ├── compress_data.rst │ ├── conf.py │ ├── deploy_on_kubernetes_using_helm.rst │ ├── example_algo_minute.rst │ ├── example_algos.rst │ ├── extract.rst │ ├── extract_utils.rst │ ├── fetch.rst │ ├── finviz_api.rst │ ├── get_pricing_on_date.rst │ ├── holidays.rst │ ├── iex_api.rst │ ├── index.rst │ ├── indicators_base.rst │ ├── indicators_build_node.rst │ ├── indicators_examples.rst │ ├── indicators_load_from_module.rst │ ├── inspect_datasets.rst │ ├── load_algo_dataset_from_file.rst │ ├── load_algo_dataset_from_redis.rst │ ├── load_algo_dataset_from_s3.rst │ ├── load_dataset.rst │ ├── mock_api.rst │ ├── options_utils.rst │ ├── perf_testing.rst │ ├── plot_trading_history.rst │ ├── prepare_dict_for_algo.rst │ ├── publish.rst │ ├── restore_dataset.rst │ ├── run_algo.rst │ ├── run_custom_algo.rst │ ├── scripts.rst │ ├── scrub_utils.rst │ ├── show_dataset.rst │ ├── slack_utils.rst │ ├── talib.rst │ ├── task_run_algo.rst │ ├── tasks.rst │ ├── tradier.rst │ ├── utils.rst │ └── yahoo_api.rst ├── helm ├── .helmignore ├── Makefile ├── README.rst ├── _delete-secrets.sh ├── ae-backup │ ├── Chart.yaml │ ├── requirements.yaml │ ├── templates │ │ ├── _helpers.tpl │ │ ├── backup.yaml │ │ └── secrets.yml │ └── values.yaml ├── ae-daily │ ├── Chart.yaml │ ├── requirements.yaml │ ├── templates │ │ ├── _helpers.tpl │ │ ├── daily.yaml │ │ └── secrets.yml │ └── values.yaml ├── ae-intraday │ ├── Chart.yaml │ ├── requirements.yaml │ ├── templates │ │ ├── _helpers.tpl │ │ ├── intraday.yaml │ │ └── secrets.yml │ └── values.yaml ├── ae-jupyter │ ├── Chart.yaml │ ├── requirements.yaml │ ├── templates │ │ ├── _helpers.tpl │ │ ├── ingress.yaml │ │ ├── jupyter.yaml │ │ ├── secrets.yml │ │ └── service.yml │ └── values.yaml ├── ae-restore │ ├── Chart.yaml │ ├── requirements.yaml │ ├── templates │ │ ├── _helpers.tpl │ │ ├── restore.yaml │ │ └── secrets.yml │ └── values.yaml ├── ae-weekly │ ├── Chart.yaml │ ├── requirements.yaml │ ├── templates │ │ ├── _helpers.tpl │ │ ├── secrets.yml │ │ └── weekly.yaml │ └── values.yaml ├── ae │ ├── Chart.yaml │ ├── requirements.yaml │ ├── templates │ │ ├── _helpers.tpl │ │ ├── backtester.yaml │ │ ├── engine.yaml │ │ ├── minio-ingress.yaml │ │ └── secrets.yaml │ └── values.yaml ├── build.sh ├── cron │ └── run-job.sh ├── describe-backtester.sh ├── describe-engine.sh ├── describe-grafana.sh ├── describe-ingress-grafana.sh ├── describe-ingress-jupyter.sh ├── describe-ingress-minio.sh ├── describe-ingress-prometheus.sh ├── describe-intraday.sh ├── describe-jupyter.sh ├── describe-minio.sh ├── describe-redis.sh ├── describe-service-jupyter.sh ├── describe-service-minio.sh ├── grafana │ ├── Chart.yaml │ ├── OWNERS │ ├── README.md │ ├── dashboards │ │ ├── ceph.json │ │ ├── custom-dashboard.json │ │ ├── kubernetes-capacity-planning.json │ │ ├── kubernetes-capacity-prometheus.json │ │ ├── kubernetes-cluster-monitoring-via-prometheus.json │ │ ├── kubernetes-cluster-prometheus.json │ │ ├── kubernetes-deployment-statefulset-daemonset-metrics.json │ │ ├── kubernetes-pods-prometheus.json │ │ ├── minio.json │ │ ├── redis-dashboard.json │ │ └── redis.json │ ├── ssl │ │ ├── grafana_server.csr │ │ ├── grafana_server_cert.pem │ │ └── grafana_server_key.pem │ ├── templates │ │ ├── NOTES.txt │ │ ├── _helpers.tpl │ │ ├── clusterrole.yaml │ │ ├── clusterrolebinding.yaml │ │ ├── configmap-dashboard-provider.yaml │ │ ├── configmap.yaml │ │ ├── dashboards-json-configmap.yaml │ │ ├── deployment.yaml │ │ ├── ingress.yaml │ │ ├── podsecuritypolicy.yaml │ │ ├── pvc.yaml │ │ ├── role.yaml │ │ ├── rolebinding.yaml │ │ ├── secret.yaml │ │ ├── service.yaml │ │ └── serviceaccount.yaml │ └── values.yaml ├── handle-reboot.sh ├── install-ceph-secret.sh ├── install-registry-secret.sh ├── logs-backtester.sh ├── logs-engine.sh ├── logs-job-backup.sh ├── logs-job-daily.sh ├── logs-job-intraday.sh ├── logs-job-weekly.sh ├── logs-jupyter.sh ├── minio │ ├── Chart.yaml │ ├── OWNERS │ ├── README.md │ ├── ci │ │ └── distributed-values.yaml │ ├── ssl │ │ ├── aeminio_server_cert.pem │ │ └── aeminio_server_key.pem │ ├── templates │ │ ├── NOTES.txt │ │ ├── _helper_create_bucket.txt │ │ ├── _helpers.tpl │ │ ├── configmap.yaml │ │ ├── deployment.yaml │ │ ├── existing-pvc.yaml │ │ ├── ingress.yaml │ │ ├── networkpolicy.yaml │ │ ├── post-install-create-bucket-job.yaml │ │ ├── pvc.yaml │ │ ├── secrets.yaml │ │ ├── service.yaml │ │ └── statefulset.yaml │ └── values.yaml ├── monitor-start.sh ├── prometheus │ ├── ssl │ │ ├── aeprometheus_server_cert.pem │ │ └── aeprometheus_server_key.pem │ └── values.yaml ├── redis │ └── values.yaml ├── run-backup-job.sh ├── run-daily-job.sh ├── run-intraday-job.sh ├── run-weekly-job.sh ├── set-storage-class.sh ├── show-ingresses.sh ├── show-minio-secret.sh ├── show-pods.sh ├── show-pvc.sh ├── show-secrets.sh ├── show-services.sh ├── ssh-backtester.sh ├── ssh-engine.sh ├── start.sh ├── stop.sh └── view-ticker-data-in-redis.sh ├── k8 ├── backups │ ├── backup-to-aws-job.yml │ ├── job-splunk.yml │ └── job.yml ├── datasets │ ├── job-splunk.yml │ ├── job.yml │ ├── pull_daily.yml │ ├── pull_intraday_per_minute.yml │ ├── pull_tradier_per_minute.yml │ └── pull_weekly.yml ├── deploy-latest.sh ├── engine │ ├── backtester.yml │ ├── deployment-splunk.yml │ └── deployment.yml ├── env │ └── .gitignore ├── jupyter │ ├── deployment-splunk.yml │ ├── deployment.yml │ ├── ingress-dev.yml │ ├── ingress-prod.yml │ ├── ingress.yml │ ├── run.sh │ ├── secrets.yml │ └── service.yml ├── screener │ ├── job-splunk.yml │ └── job.yml └── secrets │ └── secrets.yml ├── requirements.txt ├── setup.py ├── ssh.sh ├── start-workers.sh ├── tests ├── __init__.py ├── algo_configs │ ├── default_algo.json │ └── test_5_days_ahead.json ├── datasets │ ├── algo │ │ └── .gitignore │ ├── redis │ │ └── .gitignore │ ├── spy-daily.json │ └── spy-minute.json ├── test_algo_with_indicators.py ├── test_base_algo.py ├── test_finviz_fetch_api.py ├── test_get_ds_dict.py ├── test_get_new_pricing.py ├── test_iex_dataset_extraction.py ├── test_iex_fetch_data.py ├── test_indicator_processor.py ├── test_load_indicator_from_file.py ├── test_prepare_pricing_dataset.py ├── test_publish_from_s3_to_redis.py ├── test_publish_pricing_update.py ├── test_runner_for_algos.py ├── test_send_to_slack.py ├── test_td_api.py └── test_yahoo_dataset_extraction.py ├── tools ├── archive-tickers-to-s3.sh ├── backfill-minute-data.sh ├── backup-datasets-on-s3.sh ├── backup-redis.sh ├── deploy-new-build.sh ├── extract_to_file.py ├── fix_iex_missing_daily.py ├── linux-install-talib.sh ├── logs-dataset-collection.sh ├── logs-jupyter.sh ├── logs-workers.sh ├── prepare_for_k8.sh ├── redis-cli.sh ├── restore-file-archives-to-redis.sh ├── run-algo-history-to-file.sh ├── run-algo-history-to-s3.sh ├── run-algo-report-to-file.sh ├── run-algo-report-to-s3.sh ├── run-algo-with-publishing.sh ├── show-history-benchmark-from-file.sh ├── 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