Flowfile
Flowfile is a visual ETL tool and Python library combining drag-and-drop workflows with Polars dataframes. Build data pipelines visually, define flows programmatically with a Polars-like API, and export to standalone Python code. Perfect for fast, intuitive data processing from development to production.
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- build-env.md
- ci-release.md
- config-flags.md
- core-architecture.md
- docs-manifests.md
- frame-api.md
- frontend-tauri-wasm.md
- git-archaeology.md
- README.md
- run-operate-data.md
- subsystems-contracts.md
- test-infra.md
- todos-debt.md
- SKILL.md
- SKILL.md
- SKILL.md
- SKILL.md
- SKILL.md
- SKILL.md
- SKILL.md
- SKILL.md
- SKILL.md
- SKILL.md
- SKILL.md
- SKILL.md
- SKILL.md
- SKILL.md
- SKILL.md
- SKILL.md
- SKILL.md
- SKILL.md
- SKILL.md
- launch.json
- ai-overview.gif
- code-generator-gif.gif
- demo_flowfile_write.gif
- flowfile_canvas_code.png
- flowfile_demo_1.gif
- generated_code.png
- logo.png
- read_excel_flowfile.gif
- sql_editor.png
- superstore_demo.gif
- bug_report.md
- claude-pr-review.yml
- claude.yml
- codeql.yaml
- docker-publish.yml
- documentation.yml
- e2e-tests.yml
- flowfile-wasm-build.yml
- npm-publish-wasm.yml
- pypi-release.yml
- release.yaml
- test-docker-auth.yml
- test-docker-kernel-e2e.yml
- test-kafka-integration.yml
- test-kernel-integration.yml
- test.yaml
- attribute_importance.png
- attribute_importance.svg
- automl_compare_models.png
- automl_compare_models.svg
- automl_feature_importance.png
- automl_feature_importance.svg
- automl_reuse_model.png
- automl_reuse_model.svg
- automl_select_and_predict.png
- automl_select_and_predict.svg
- automl_store_model.png
- automl_store_model.svg
- automl_visualize_results.png
- automl_visualize_results.svg
- __init__.py
- main.py
- main_prd.py
- regions.csv
- sales-data.csv
- customer_360.yaml
- customer_churn_classification.yaml
- customer_churn_knn.yaml
- customer_deduplication.yaml
- employee_directory_cleanup.yaml
- house_price_regression.yaml
- order_enrichment.yaml
- product_fuzzy_match.yaml
- sales_dashboard.yaml
- sales_data_overview.yaml
- sales_pipeline.yaml
- sales_to_catalog.yaml
- survey_results_pivot.yaml
- web_analytics_funnel.yaml
- customer_churn.csv
- customer_segments.csv
- customers.csv
- employees.csv
- generate_template_data.py
- house_prices.csv
- internal_products.csv
- orders.csv
- page_views.csv
- products.csv
- sales_data.csv
- supermarket_sales.csv
- supplier_products.csv
- support_tickets.csv
- survey_responses.csv
- index.md
- providers.md
- automl_demo.yaml
- database_transform_write.yaml
- sales_dashboard.yaml
- sales_pipeline.yaml
- agent_variants_settings.png
- ai-overview.gif
- byok_provider_list.png
- diff_preview.png
- drawer_overview.png
- inline_actions_menu.png
- send_mode_dropdown.png
- flowfile_architecture.png
- kernel-flow.svg
- process-map.svg
- analyst-loop.svg
- catalog-ecosystem-loop.svg
- catalog-fan-out.svg
- code-canvas-duality.svg
- connection-store.svg
- dev-vs-performance.svg
- export-vs-publish.svg
- flow-assembly-line.svg
- parallel-workers.svg
- positioning-spectrum.svg
- recipe-to-flow.svg
- sharing-model.svg
- sheet-vs-flow.svg
- sync-architecture.svg
- system-boundary.svg
- team-deployment-architecture.svg
- vlookup-to-join.svg
- edge-labels-canvas.png
- flow-settings-modal.png
- node-palette-annotated.svg
- .gitkeep
- access-resolution.svg
- architecture-overview.svg
- catalog-overview.png
- catalog-stats.png
- design-visual.png
- flow-api-panel.png
- flow-detail.png
- notebook-anatomy.svg
- register-flow.png
- register-table.png
- run-detail.png
- set-up-for-api.gif
- sql-editor.png
- table-detail.png
- trigger-cascade.svg
- virtual-table-resolution.svg
- visualizations-library.png
- code_generator.gif
- code_to_flow.png
- code_to_flow_2.png
- .gitkeep
- cloud-manager.png
- create-db-connection.png
- database-manager.png
- add_cloud_connection.png
- cloud_storage_connection_page.png
- configure_read_db.png
- configure_write_db.png
- db_connection.png
- initial_run.png
- main_image.png
- result.png
- transformations.png
- write data.png
- .gitkeep
- file-manager.png
- setup_wizard.png
- kafka-source-settings.png
- artifacts-panel.png
- available-inputs-panel.png
- cell-output-display.png
- create-kernel-form.png
- docker-status-warning.png
- expand-editor.png
- kernel-card.png
- kernel-manager-overview.png
- named-connections-canvas.png
- named-output-connections.png
- node-kernel-selection.png
- notebook-editor.png
- ml-pipeline-flow.png
- basic_overview.png
- community-consent-dialog.svg
- community-publish-checklist.svg
- community-tab-grid.svg
- custom-node-designer.gif
- emoji-code-tab.png
- emoji-settings-form.png
- emoji-test-results.png
- emoji_settings.png
- kernel-example.png
- kmeans-kernel-environment.png
- kmeans-results-analysis.png
- kmeans-settings-form.png
- kmeans-test-results.png
- kmeans-test-tab.png
- .gitkeep
- catalog-reader-settings.png
- catalog-writer-settings.png
- database-reader-settings.png
- database-writer-settings.png
- catalog-notebook.png
- notebook-in-action.gif
- notebook-panel.png
- projects-panel.png
- finished-flow.png
- branch_leaderboard.png
- branch_pivot.png
- branch_trend.png
- dashboard_overview.png
- result_leaderboard.png
- result_matrix.png
- result_trend.png
- trunk_fork.png
- create-schedule.png
- flow-schedules.png
- schedule-actions.png
- schedules-overview.png
- .gitkeep
- secrets_panel.png
- .gitkeep
- user-groups.gif
- user_management.png
- child-flow-canvas.png
- run-flow-settings.png
- execution_settings.png
- apply_model.svg
- cloud_storage_reader.svg
- cloud_storage_writer.svg
- cross_join.svg
- database_reader.svg
- database_writer.svg
- evaluate_model.svg
- explore_data.svg
- filter.svg
- formula.svg
- fuzzy_match.svg
- graph_solver.svg
- group_by.svg
- input_data.svg
- join.svg
- manual_input.svg
- output.svg
- pivot.svg
- polars_code.svg
- random_split.svg
- record_count.svg
- record_id.svg
- sample.svg
- select.svg
- sort.svg
- text_to_rows.svg
- train_model.svg
- union.svg
- unique.svg
- unpivot.svg
- wait_for.svg
- after_drop_duplicates.png
- after_filter.png
- after_group_by.png
- flow_settings.gif
- flow_settings.png
- python_example.png
- read_csv.png
- result.png
- start_page.png
- action_buttons.png
- creation_of_flow.png
- data_actions.png
- data_preview.png
- full_ui.png
- graph.png
- landing.png
- node_settings.png
- node_settings_formula.gif
- node_settings_page.png
- sales-pipeline-canvas.png
- screenshot_cloud_reader_input.png
- screenshot_cloud_writer_output.png
- generic_screenshot.png
- group_by_screenshot.png
- logo.png
- try-sales-dashboard.html
- try-sales-pipeline.html
- cloud_storage_s3.py
- database_read.py
- database_read_duckdb.py
- database_read_mssql.py
- database_transform_write.py
- kafka_read.py
- catalog_analysis.py
- catalog_references.py
- catalog_scd2.py
- code_to_flow.py
- custom_node.py
- first_pipeline.py
- ml_pipeline.py
- python_api_aggregations.py
- python_api_joins.py
- python_api_operations.py
- sales_dashboard.py
- sales_pipeline.py
- ai-architecture.md
- architecture.md
- catalog-architecture.md
- design-philosophy.md
- flowfile-core.md
- index.md
- kernel-architecture.md
- python-api-reference.md
- visualizations.md
- formula-reference.js
- extra.css
- formula-reference.css
- apis.md
- index.md
- kafka.md
- cli.md
- desktop.md
- docker.md
- index.md
- lite.md
- python.md
- sharing.md
- functions.md
- index.md
- design-concepts.md
- expressions.md
- formulas.md
- index.md
- aggregations.md
- catalog-references.md
- cloud-connections.md
- data-types.md
- flowframe-operations.md
- index.md
- joins.md
- reading-data.md
- visual-ui.md
- writing-data.md
- flowfile_frame_api.md
- index.md
- index.md
- quickstart.md
- index.md
- notebooks.md
- schedules.md
- secrets.md
- slowly-changing-dimensions.md
- sql-editor.md
- virtual-tables.md
- visualizations.md
- aggregate.md
- combine.md
- index.md
- input.md
- ml.md
- output.md
- transform.md
- cloud-connections.md
- code-generator.md
- database-connectivity.md
- index.md
- sales-dashboard.md
- sales-pipeline.md
- building-flows.md
- community-nodes.md
- connections.md
- creating-custom-nodes.md
- custom-node-tutorial.md
- index.md
- kernel-api.md
- kernels.md
- kmeans-kernel-node.md
- node-designer.md
- settings.md
- subflows.md
- analyze-your-data.md
- build-flows-visually.md
- coming-from-excel.md
- data-elsewhere.md
- deploy-for-a-team.md
- index.md
- projects.md
- write-python.md
- community.md
- index.html
- installation.md
- quickstart.md
- what-is-flowfile-plain.md
- what-is-flowfile-technical.md
- what-is-flowfile.md
- __init__.py
- __init__.py
- __main__.py
- api.py
- py.typed
- __init__.py
- test_api.py
- test_cli.py
- readme.md
- __init__.py
- _internal.py
- catalog.py
- coercions.py
- insertion.py
- llm_replies.py
- loop.py
- messages.py
- plan_ledger.py
- rationale.py
- recovery.py
- staged_schemas.py
- __init__.py
- assist.py
- copilot.py
- live_observation.py
- __init__.py
- budget.py
- builder.py
- mentions.py
- __init__.py
- manager.py
- oneshot.py
- assist.md
- base.md
- copilot.md
- local_oneshot.md
- planner.md
- stage_classify.md
- stage_fill_settings.md
- stage_pick_type.md
- stage_pick_upstream.md
- stage_plan.md
- stage_verify_completion.md
- __init__.py
- _litellm_base.py
- anthropic.py
- base.py
- google.py
- groq.py
- local.py
- ollama.py
- openai.py
- openrouter.py
- registry.py
- __init__.py
- add.py
- codegen.py
- connections.py
- meta.py
- schema.py
- update.py
- __init__.py
- _internal.py
- coercions.py
- dispatch.py
- manual_input.py
- refusals.py
- __init__.py
- classification.py
- codegen_ops.py
- dry_run.py
- graph_ops.py
- meta_ops.py
- node_docs.py
- predictor.py
- registry.py
- schema_ops.py
- __init__.py
- admin_routes.py
- agent_routes.py
- audit.py
- autocomplete.py
- autocomplete_routes.py
- byok.py
- byok_routes.py
- chat_routes.py
- command_palette.py
- command_palette_routes.py
- credentials.py
- cron_nl.py
- cron_routes.py
- diff.py
- diff_routes.py
- diff_store.py
- docgen_routes.py
- feature_flag.py
- generate_routes.py
- inline_action_routes.py
- intent_router.py
- intent_router_routes.py
- lineage_routes.py
- local_model_routes.py
- metrics.py
- node_codegen.py
- node_codegen_routes.py
- prompt_log.py
- replay_buffer.py
- routes.py
- run_failure_routes.py
- safety.py
- scheduler.py
- session_store.py
- sessions.py
- streaming.py
- suggest_next_node.py
- suggest_next_node_routes.py
- 001_initial_schema.py
- 002_virtual_flow_tables.py
- 003_query_virtual_tables.py
- 004_polars_plan.py
- 005_source_table_versions.py
- 006_normalize_run_type.py
- 007_analytics_data.py
- 008_catalog_visualizations.py
- 009_catalog_dashboards.py
- 010_flow_uuid.py
- 011_ai_audit_and_credentials.py
- 012_kernel_image_flavour.py
- 013_kernel_resolved_packages.py
- 014_kernel_scratch_flow.py
- 015_cron_schedules.py
- 016_flow_api_endpoints.py
- 017_flow_registration_api_compatible.py
- 018_api_consumers.py
- 019_ga_service_account_auth.py
- 020_user_groups_sharing.py
- 021_catalog_partition_columns.py
- 022_catalog_notebooks.py
- 023_workspace_projects.py
- 024_visualization_dashboard_uuids.py
- 025_project_track_data_artifacts.py
- 026_project_uniqueness_and_uuid_not_null.py
- 027_notebook_files.py
- 028_catalog_namespace_storage.py
- 029_catalog_scd2_config.py
- 030_catalog_prediction_table.py
- env.py
- script.py.mako
- __init__.py
- exceptions.py
- routes.py
- service.py
- __init__.py
- api_key.py
- jwt.py
- models.py
- password.py
- secrets.py
- sharing.py
- utils.py
- demo_fx_sync.yaml
- demo_sales_by_region.yaml
- __init__.py
- _resolve.py
- engagement.py
- flows.py
- namespaces.py
- notebook_store.py
- notebooks.py
- previews.py
- runs.py
- schedules.py
- sql.py
- stats.py
- tables.py
- virtual_tables.py
- visualizations.py
- __init__.py
- access.py
- constants.py
- delta_utils.py
- demo_seed.py
- exceptions.py
- migrate_parquet_to_delta.py
- repository.py
- serializers.py
- service.py
- storage_backend.py
- text_utils.py
- validators.py
- __init__.py
- nodes.py
- user_defined_node_registry.py
- __init__.py
- app_settings.py
- flow_logger.py
- settings.py
- utils.py
- __init__.py
- backup.py
- connection.py
- init_db.py
- migration.py
- models.py
- __init__.py
- funcs.py
- utils.py
- __init__.py
- real_time_interface.py
- __init__.py
- __init__.py
- analytics_processor.py
- graphic_walker.py
- node_viz.py
- utils.py
- __init__.py
- base.py
- chain_fusion.py
- code_generator.py
- connector_handlers.py
- custom_node_handlers.py
- expression_helpers.py
- join_handlers.py
- param_codegen.py
- project_exporter.py
- project_shim.py
- README.md
- transform_handlers.py
- api_response.png
- apply_model.png
- catalog_reader.png
- catalog_writer.png
- cloud_storage_reader.png
- cloud_storage_writer.png
- cross_join.png
- database_reader.png
- database_writer.png
- dynamic_rename.png
- evaluate_model.png
- explore_data.png
- external_source.png
- filter.png
- flow_input.png
- flow_output.png
- formula.png
- fuzzy_match.png
- graph_solver.png
- group_by.png
- input_data.png
- join.png
- manual_input.png
- output.png
- pivot.png
- polars_code.png
- python_code.png
- random_split.png
- record_count.png
- record_id.png
- rest_api_reader.png
- run_flow.png
- sample.png
- select.png
- sort.png
- sql_query.png
- text_to_rows.png
- train_model.png
- union.png
- unique.png
- unpivot.png
- wait_for.png
- window_functions.png
- __init__.py
- cli.py
- client.py
- dry_run_local.py
- github_client.py
- index_build.py
- installer.py
- models.py
- publish.py
- receipts.py
- security_scan.py
- validation.py
- __init__.py
- _connection_manager.py
- models.py
- __init__.py
- db_connections.py
- ga_connections.py
- models.py
- __init__.py
- funcs.py
- __init__.py
- interface.py
- main.py
- polars_type.py
- type_registry.py
- utils.py
- __init__.py
- prepare_for_fuzzy_match.py
- __init__.py
- utils.py
- verify_integrity.py
- __init__.py
- models.py
- streaming.py
- subprocess_operations.py
- __init__.py
- cloud_storage_reader.py
- column_stats.py
- flow_data_engine.py
- pivot_table.py
- polars_code_parser.py
- read_excel_tables.py
- sample_data.py
- threaded_processes.py
- types.py
- utils.py
- __init__.py
- executor.py
- flow_node.py
- input_handles.py
- models.py
- multi_output.py
- output_field_config_applier.py
- schema_callback.py
- schema_utils.py
- state.py
- __init__.py
- graph_tree.py
- models.py
- __init__.py
- compatibility_enhancements.py
- io_flowfile.py
- __init__.py
- codegen.py
- custom_node.py
- parsing.py
- state.py
- ui_components.py
- __init__.py
- setting_generator.py
- settings.py
- __init__.py
- exchange_rate.py
- external_source.py
- sample_users.py
- __init__.py
- google_analytics_source.py
- __init__.py
- rest_api_source.py
- __init__.py
- models.py
- sql_source.py
- utils.py
- __init__.py
- base_class.py
- factory.py
- __init__.py
- __init__.py
- dispatch.py
- dry_run.py
- kernel_codegen.py
- mounts.py
- registry.py
- templates.py
- __init__.py
- components.py
- coordinates.py
- extract.py
- layering.py
- neighbours.py
- ordering.py
- __init__.py
- calculate_layout.py
- execution_orderer.py
- node_skipper.py
- __init__.py
- api_consumer_manager.py
- api_runner.py
- artifacts.py
- catalog_helpers.py
- extensions.py
- filter_expressions.py
- flow_graph.py
- flow_graph_utils.py
- handler.py
- history_manager.py
- param_types.py
- parameter_resolver.py
- schema_callbacks.py
- settings_validation.py
- subflow.py
- utils.py
- __init__.py
- connection_manager.py
- __init__.py
- execution.py
- flavours.py
- images.py
- kernel_image_manifest.json
- manager.py
- matching.py
- models.py
- persistence.py
- routes.py
- urls.py
- __init__.py
- admin_routes.py
- feature_flag.py
- models.py
- routes.py
- __init__.py
- routes.py
- __init__.py
- git_ops.py
- importer.py
- manifest.py
- manifest_entries.py
- models.py
- normalize.py
- projection.py
- repository.py
- secrets_resolver.py
- service.py
- __init__.py
- _connection_sharing.py
- api_consumers.py
- auth.py
- catalog.py
- cloud_connections.py
- community_github.py
- community_nodes.py
- custom_node_mounts.py
- file_manager.py
- flow_api.py
- ga_connections.py
- kafka.py
- logs.py
- project.py
- public.py
- routes.py
- secrets.py
- shares.py
- storage_browser.py
- system_worker.py
- user_defined_components.py
- user_groups.py
- __init__.py
- __init__.py
- graphic_walker_schemas.py
- __init__.py
- artifact_schema.py
- catalog_schema.py
- cloud_storage_schemas.py
- flow_api_schema.py
- google_analytics_schemas.py
- history_schema.py
- input_schema.py
- kafka_schemas.py
- output_model.py
- schemas.py
- sharing_schema.py
- transform_schema.py
- yaml_types.py
- __init__.py
- secret_manager.py
- __init__.py
- data_downloader.py
- models.py
- template_definitions.py
- __init__.py
- arrow_reader.py
- excel_file_manager.py
- fileManager.py
- fl_executor.py
- utils.py
- validate_setup.py
- __init__.py
- alembic.ini
- main.py
- py.typed
- run_lock.py
- types.py
- __init__.py
- conftest.py
- test_admin_routes.py
- test_agent_routes.py
- test_audit.py
- test_audit_cleanup.py
- test_autocomplete.py
- test_byok.py
- test_chat_routes.py
- test_classification.py
- test_column_sanitization.py
- test_command_palette.py
- test_command_palette_routes.py
- test_context.py
- test_cron_nl.py
- test_db_reader_annotation.py
- test_diff.py
- test_diff_store.py
- test_docgen_routes.py
- test_dry_run.py
- test_executor.py
- test_feature_flag.py
- test_inline_action_routes.py
- test_insertion_position.py
- test_intent_router.py
- test_intent_router_routes.py
- test_lineage_routes.py
- test_local_model.py
- test_local_oneshot.py
- test_plan_ledger.py
- test_planner.py
- test_planner_staged.py
- test_predictor.py
- test_prompt_log.py
- test_providers.py
- test_python_script_blocked.py
- test_replay_buffer.py
- test_resume_across_restart.py
- test_run_failure_routes.py
- test_safety.py
- test_scheduler.py
- test_session_store.py
- test_sessions.py
- test_skeleton.py
- test_source_node_types.py
- test_sql_query_validation.py
- test_streaming.py
- test_suggest_next_node.py
- test_tool_registry.py
- __init__.py
- test_docs_examples.py
- __init__.py
- test_analytics_processor.py
- test_node_viz.py
- form.png
- icon.png
- manifest.json
- node.py
- README.md
- env_getenv_node.pytxt
- filesystem_writer.pytxt
- network_httpx_connector.pytxt
- secret_selector_node.pytxt
- base64_to_exec.pytxt
- ctypes_ffi.pytxt
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