├── .flake8 ├── .gitattributes ├── .github ├── pull_request_template.md └── workflows │ └── build.yaml ├── .gitignore ├── CONTRIBUTING.md ├── LICENSE ├── Makefile ├── README.md ├── binder └── getting-started │ ├── README_1st.txt │ ├── code-snippets │ ├── inspect_df.json │ └── mit_license_text.json │ ├── getting_started.md │ ├── getting_started_notebook.ipynb │ ├── getting_started_python.py │ └── images │ ├── consume_code_snippet.png │ ├── copy_and_paste_code_snippets.gif │ ├── create_code_snippet.png │ ├── define_code_snippet.png │ ├── delete_code_snippet.png │ ├── elyra.png │ ├── git-interface.png │ ├── insert_code_snippet.png │ ├── language_server.gif │ ├── notebook_batch.png │ ├── notebook_switch_kernel.png │ ├── pipeline-in-editor.png │ ├── python-script-debugger.gif │ ├── python_editor.png │ ├── toc_markdown.png │ └── toc_notebook.png ├── code-of-conduct.md ├── component-catalog-connectors ├── README.md ├── airflow-example-components-connector │ ├── .flake8 │ ├── MANIFEST.in │ ├── Makefile │ ├── README.md │ ├── airflow_examples_connector │ │ ├── __init__.py │ │ ├── _version.py │ │ ├── elyra-airflow-catalog.json │ │ ├── examples_connector.py │ │ ├── examples_schema_provider.py │ │ └── resources │ │ │ ├── bash_operator.py │ │ │ ├── email_operator.py │ │ │ ├── http_operator.py │ │ │ ├── slack_operator.py │ │ │ ├── spark_sql_operator.py │ │ │ └── spark_submit_operator.py │ ├── setup.cfg │ ├── setup.py │ └── test_requirements.txt ├── artifactory-connector │ ├── .flake8 │ ├── MANIFEST.in │ ├── Makefile │ ├── README.md │ ├── artifactory_catalog_connector │ │ ├── __init__.py │ │ ├── _version.py │ │ ├── artifactory-catalog.json │ │ ├── artifactory_catalog_connector.py │ │ ├── artifactory_schema_provider.py │ │ └── packaging_ports.py │ ├── setup.cfg │ ├── setup.py │ ├── test_requirements.txt │ └── tests │ │ ├── resources │ │ └── component-template.yaml │ │ └── test_connector.py ├── build-a-custom-connector.md ├── connector-directory.md ├── connector-template │ ├── .flake8 │ ├── MANIFEST.in │ ├── Makefile │ ├── README.md │ ├── setup.cfg │ ├── setup.py │ ├── test_requirements.txt │ └── todo_catalog_connector │ │ ├── TODO-catalog.json │ │ ├── __init__.py │ │ ├── _version.py │ │ ├── dummy-component.yaml │ │ ├── todo_catalog_connector.py │ │ └── todo_schema_provider.py ├── doc │ └── images │ │ ├── component-catalogs.png │ │ ├── package-based-catalog-connector.png │ │ ├── quickstart-catalog-configuration.png │ │ └── server-based-catalog-connector.png ├── kfp-example-components-connector │ ├── .flake8 │ ├── MANIFEST.in │ ├── Makefile │ ├── README.md │ ├── kfp_examples_connector │ │ ├── __init__.py │ │ ├── _version.py │ │ ├── elyra-kfp-catalog.json │ │ ├── examples_connector.py │ │ ├── examples_schema_provider.py │ │ └── resources │ │ │ ├── calculate_hash.yaml │ │ │ ├── download_data.yaml │ │ │ ├── filter_text_using_shell_and_grep.yaml │ │ │ └── run_notebook_using_papermill.yaml │ ├── setup.cfg │ ├── setup.py │ ├── test_requirements.txt │ └── tests │ │ └── test_connector.py └── mlx-connector │ ├── .flake8 │ ├── MANIFEST.in │ ├── Makefile │ ├── README.md │ ├── mlx_catalog_connector │ ├── __init__.py │ ├── _version.py │ ├── mlx-catalog.json │ ├── mlx_component_catalog_connector.py │ └── mlx_schema_provider.py │ ├── setup.cfg │ ├── setup.py │ ├── test_requirements.txt │ └── tests │ ├── resources │ └── echo-sample.yaml │ └── test_connector.py ├── pipelines ├── airflow_component_examples │ ├── README.md │ ├── bash_operator │ │ ├── README.md │ │ └── aa_bash_operator_example.pipeline │ ├── email_operator │ │ ├── README.md │ │ └── aa_email_operator_example.pipeline │ ├── http_operator │ │ ├── README.md │ │ └── aa_http_operator_example.pipeline │ ├── slack_api_post_operator │ │ ├── README.md │ │ └── aa_slack_api_post_operator_example.pipeline │ ├── spark_sql_operator │ │ ├── README.md │ │ └── aa_spark_sql_operator_example.pipeline │ └── spark_submit_operator │ │ ├── README.md │ │ └── aa_spark_submit_operator_example.pipeline ├── dax_noaa_weather_data │ ├── Part 1 - Data Cleaning.ipynb │ ├── Part 2 - Data Analysis.ipynb │ ├── Part 3 - Time Series Forecasting.ipynb │ ├── README.md │ ├── analyze_NOAA_weather_data.pipeline │ ├── doc │ │ └── images │ │ │ ├── object_storage.png │ │ │ ├── pipeline_graph_and_output.png │ │ │ └── pipeline_snapshot.png │ └── load_data.ipynb ├── introduction-to-generic-pipelines │ ├── Part 1 - Data Cleaning.ipynb │ ├── Part 2 - Data Analysis.ipynb │ ├── Part 3 - Time Series Forecasting.ipynb │ ├── README.md │ ├── data │ │ ├── README.md │ │ ├── iris.data │ │ └── iris.names │ ├── doc │ │ └── images │ │ │ ├── add-comment-text.png │ │ │ ├── add-comment.png │ │ │ ├── add-pipeline-description.png │ │ │ ├── completed-tutorial-pipeline.png │ │ │ ├── component-configuration-error.png │ │ │ ├── configure-environment-variables.png │ │ │ ├── configure-file-dependencies.png │ │ │ ├── configure-node-properties.png │ │ │ ├── configure-output-files.png │ │ │ ├── configure-resources.png │ │ │ ├── configure-runtime-image.png │ │ │ ├── connect-two-nodes.png │ │ │ ├── create-node-from-file-browser.png │ │ │ ├── edit-node-label.png │ │ │ ├── empty-generic-pipeline.png │ │ │ ├── jupyterlab-launcher.png │ │ │ ├── monitor-pipeline-run.png │ │ │ ├── node-properties-view.png │ │ │ ├── open-node-properties.png │ │ │ ├── open-properties-panel.png │ │ │ ├── pipeline-run-completed.png │ │ │ ├── pipeline-runtimes-environments.png │ │ │ ├── pipelines-nodes.png │ │ │ ├── rename-pipeline.png │ │ │ ├── review-pipeline-output-artifacts.png │ │ │ ├── run-pipeline-locally.png │ │ │ ├── run-pipeline.png │ │ │ ├── save-wip-pipeline.png │ │ │ ├── scan-file.png │ │ │ ├── select-file-to-run.png │ │ │ ├── tutorial-directory.png │ │ │ └── vpe.png │ ├── load_data.ipynb │ └── load_data.py ├── kubeflow_pipelines_component_examples │ ├── README.md │ ├── filter_file_component │ │ ├── README.md │ │ ├── data.csv │ │ └── drop_even_rows.pipeline │ └── run_notebook_component │ │ ├── README.md │ │ ├── a-notebook.ipynb │ │ ├── data │ │ ├── data-1.csv │ │ └── data-2.csv │ │ └── run_notebook_using_papermill.pipeline ├── run-generic-pipelines-on-apache-airflow │ ├── Part 1 - Data Cleaning.ipynb │ ├── Part 2 - Data Analysis.ipynb │ ├── Part 3 - Time Series Forecasting.ipynb │ ├── README.md │ ├── doc │ │ └── images │ │ │ ├── completed-tutorial-pipeline.png │ │ │ ├── customize-resources.png │ │ │ ├── dag-in-github-repo.png │ │ │ ├── define-airflow-properties.png │ │ │ ├── define-cos-properties.png │ │ │ ├── define-misc-properties.png │ │ │ ├── environment-variable-declarations.png │ │ │ ├── execution-environment.png │ │ │ ├── export-pipeline-dialog.png │ │ │ ├── export-pipeline.png │ │ │ ├── file-inputs-and-outputs.png │ │ │ ├── file-io-declarations.png │ │ │ ├── generic-node-configuration.png │ │ │ ├── generic-node-properties-1.png │ │ │ ├── inspect-dag-status.png │ │ │ ├── inspect-dag-tasks.png │ │ │ ├── inspect-object-storage-bucket-content.png │ │ │ ├── open-runtime-configuration-panel.png │ │ │ ├── pipeline-runtimes-environments.png │ │ │ ├── pipelines-nodes.png │ │ │ ├── review-exported-dag.png │ │ │ ├── review-task-log.png │ │ │ ├── run-pipeline-using-airflow-config.png │ │ │ ├── run-pipeline.png │ │ │ ├── run-submission-confirmation.png │ │ │ ├── saved-runtime-configuration.png │ │ │ ├── tutorial-files.png │ │ │ └── tutorial-pipeline-in-vpe.png │ ├── hello-generic-world.pipeline │ ├── load_data.ipynb │ └── load_data.py ├── run-generic-pipelines-on-kubeflow-pipelines │ ├── Part 1 - Data Cleaning.ipynb │ ├── Part 2 - Data Analysis.ipynb │ ├── Part 3 - Time Series Forecasting.ipynb │ ├── README.md │ ├── doc │ │ └── images │ │ │ ├── choose-export-format.png │ │ │ ├── completed-tutorial-pipeline.png │ │ │ ├── customize-resources.png │ │ │ ├── define-cos-properties.png │ │ │ ├── define-kfp-properties.png │ │ │ ├── define-misc-properties.png │ │ │ ├── environment-variable-declarations.png │ │ │ ├── execution-environment.png │ │ │ ├── export-pipeline.png │ │ │ ├── exported-yaml.png │ │ │ ├── file-inputs-and-outputs.png │ │ │ ├── file-io-declarations.png │ │ │ ├── generic-node-configuration.png │ │ │ ├── generic-node-properties-1.png │ │ │ ├── input-file-dependencies.png │ │ │ ├── inspect-object-storage-bucket-content.png │ │ │ ├── open-runtime-configuration-panel.png │ │ │ ├── pipeline-graph-run-in-progress.png │ │ │ ├── pipeline-run-completed.png │ │ │ ├── pipeline-runtimes-environments.png │ │ │ ├── pipelines-nodes.png │ │ │ ├── review-component-execution-log.png │ │ │ ├── review-visualization-in-kfp-gui.png │ │ │ ├── run-pipeline-using-kfp-config.png │ │ │ ├── run-pipeline.png │ │ │ ├── run-submission-confirmation.png │ │ │ ├── saved-runtime-configuration.png │ │ │ ├── tutorial-files.png │ │ │ └── tutorial-pipeline-in-vpe.png │ ├── hello-generic-world.pipeline │ ├── load_data.ipynb │ └── load_data.py ├── run-pipelines-on-apache-airflow │ ├── README.md │ ├── components │ │ ├── bash_operator.py │ │ └── http_operator.py │ ├── doc │ │ └── images │ │ │ ├── add-component-catalog-entry.png │ │ │ ├── airflow-connection-id.png │ │ │ ├── completed-tutorial-pipeline.png │ │ │ ├── configure-bash-node.png │ │ │ ├── configure-request-node.png │ │ │ ├── label-example.png │ │ │ ├── monitor-the-pipeline.png │ │ │ ├── palette-in-pipeline-editor.png │ │ │ ├── palette-with-custom-components.png │ │ │ ├── populated-component-registry.png │ │ │ ├── rename-the-pipeline.png │ │ │ ├── required-property.png │ │ │ ├── review-http-node-properties.png │ │ │ ├── review-task-output.png │ │ │ ├── run-the-pipeline.png │ │ │ ├── save-the-pipeline.png │ │ │ ├── selection-widget.png │ │ │ ├── tutorial-files.png │ │ │ ├── upstream-nodes-example.png │ │ │ └── wip-tutorial-pipeline.png │ └── resources │ │ └── command.txt ├── run-pipelines-on-kubeflow-pipelines │ ├── README.md │ ├── components │ │ ├── README.md │ │ ├── count-rows.yaml │ │ ├── download-file.yaml │ │ ├── source │ │ │ ├── count-rows │ │ │ │ ├── .flake8 │ │ │ │ ├── Dockerfile │ │ │ │ ├── Makefile │ │ │ │ ├── README.md │ │ │ │ ├── count-rows.yaml │ │ │ │ ├── requirements.txt │ │ │ │ ├── src │ │ │ │ │ └── count-rows.py │ │ │ │ ├── test-requirements.txt │ │ │ │ └── test │ │ │ │ │ └── file_in.txt │ │ │ ├── download-file │ │ │ │ ├── .flake8 │ │ │ │ ├── Dockerfile │ │ │ │ ├── Makefile │ │ │ │ ├── README.md │ │ │ │ ├── download-file.yaml │ │ │ │ ├── requirements.txt │ │ │ │ ├── src │ │ │ │ │ └── download-file.py │ │ │ │ ├── test-requirements.txt │ │ │ │ └── tests │ │ │ │ │ ├── data-file.csv │ │ │ │ │ └── file-in.txt │ │ │ ├── split-file │ │ │ │ ├── .flake8 │ │ │ │ ├── Dockerfile │ │ │ │ ├── Makefile │ │ │ │ ├── README.md │ │ │ │ ├── requirements.txt │ │ │ │ ├── split-file.yaml │ │ │ │ ├── src │ │ │ │ │ └── split-file.py │ │ │ │ ├── test-requirements.txt │ │ │ │ └── test │ │ │ │ │ └── file_in.txt │ │ │ └── truncate-file │ │ │ │ ├── .flake8 │ │ │ │ ├── Dockerfile │ │ │ │ ├── Makefile │ │ │ │ ├── README.md │ │ │ │ ├── requirements.txt │ │ │ │ ├── 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