Commit 38b0fbf
[INC-285] Inner workflows (#2230)
* Add basic subworkflow components
* Add WORKFLOWS_MAX_SUBWORKFLOW_DEPTH environment variable to configure maximum subworkflow depth
* Add UseSubworkflowBlockV1 for nested workflow execution
- Introduced UseSubworkflowBlockV1 to enable execution of embedded workflows with parameter mapping from the parent workflow.
- Updated loader.py to include the new block in the workflow loading process.
- Added constants for the new block type in constants.py.
* Add LocalSubworkflowRunner initialization in ExecutionEngineV1
- Updated ExecutionEngineV1 to initialize LocalSubworkflowRunner if not already provided in init_parameters.
- Enhanced LocalSubworkflowRunner to execute nested workflows using the v1 workflow executor.
- Improved documentation for subworkflow components to clarify usage and implementation details.
* Implement nested workflow compilation and validation
- Introduced new functions for compiling and validating nested workflows within the execution engine.
- Added `GraphCompilationResult` class to encapsulate compilation results.
- Enhanced `compile_workflow` to handle nested workflows and their parameters.
- Created `compiler_bridge.py` for subworkflow composition validation and output projection.
- Updated existing workflow compilation logic to integrate subworkflow handling.
* Add subworkflow step execution handling
- Introduced new functions for executing `use_subworkflow` steps, including `run_use_subworkflow_simd` and `run_use_subworkflow_non_simd`.
- Added utility functions to determine if a step is a subworkflow and to manage runtime parameters.
- Enhanced the main execution engine to support error handling for subworkflow steps.
- Created a new file for subworkflow step execution logic, improving modularity and maintainability.
* Add integration tests for nested workflow execution with use_subworkflow
- Introduced end-to-end tests for the `use_subworkflow` functionality, validating parameter mapping between parent and child workflows.
- Implemented tests for both single-level and multi-level nested workflows to ensure correct execution and output.
- Enhanced test coverage for the execution engine's handling of subworkflows, contributing to improved reliability and maintainability of the workflow system.
* Add nested output dimensionality handling for subworkflows
- Introduced `nested_output_dimensionality_lift` to `BlockManifest` for tracking output dimensionality from child steps in embedded workflows.
- Updated `denote_data_flow_for_step` to incorporate the new lift value when determining output dimensionality offsets.
- Implemented `max_projection_output_lift_from_embedded_workflow` to calculate the maximum lift from child steps.
- Enhanced the `LocalSubworkflowRunner` and related execution functions to utilize the new dimensionality handling.
- Added utility functions for reshaping results based on the nested output dimensionality lift during execution.
- Expanded integration tests to validate the new functionality and ensure correct behavior in nested workflows.
* Enhance use_subworkflow functionality with reference resolution
- Added support for resolving `use_subworkflow` steps that reference saved workflows by ID into inline `embedded_workflow` definitions.
- Introduced a new module for reference resolution, including a default resolver for fetching workflow specifications.
- Updated the compilation process to normalize references before parsing and validation, ensuring mutual exclusivity between embedded workflows and reference fields.
- Expanded integration and unit tests to cover new reference resolution features, validating correct behavior in various scenarios.
* Refactor subworkflow to inner workflow terminology and enhance functionality
- Renamed `use_subworkflow` to `use_inner_workflow` throughout the codebase for consistency.
- Introduced a new document detailing the design and goals of inner workflow composition.
- Updated compilation and execution logic to support inner workflows, including validation of composition and nesting depth.
- Enhanced error handling for inner workflow composition issues, including cycle detection and nesting depth limits.
- Added new modules for inner workflow management, including reference resolution and execution strategies.
- Updated environment variables to reflect the new inner workflow terminology, ensuring backward compatibility with legacy subworkflow settings.
* Refactor legacy subworkflow references and improve documentation
- Removed legacy references to `workflows_core.subworkflow_spec_resolver` in favor of the updated `workflows_core.inner_workflow_spec_resolver`.
- Enhanced documentation for the `use_subworkflow` functionality, clarifying the usage of inline definitions and workspace configurations.
- Streamlined error messages related to workflow resolution, ensuring clarity in user feedback.
* Refactor and implement inner workflow functionality
- Renamed `use_subworkflow` to `inner_workflow` throughout the codebase for consistency and clarity.
- Introduced a new `InnerWorkflowBlockV1` class to handle execution of nested workflows with parameter mapping.
- Updated documentation to reflect changes in terminology and provide clear guidelines on inner workflow composition.
- Enhanced compilation and execution logic to support inner workflows, including validation of parameter bindings and nesting depth.
- Improved error handling for inner workflow references and added integration tests to validate functionality.
* Refactor inner workflow implementation and remove legacy references
- Updated documentation to clarify the `max_nesting_depth` environment variable, removing references to the legacy `WORKFLOWS_MAX_SUBWORKFLOW_DEPTH`.
- Streamlined the execution engine to exclusively utilize `workflows_core.inner_workflow_runner`, eliminating fallback to the legacy runner.
- Enhanced the inner workflow step execution logic by removing deprecated references and ensuring consistency in the handling of nested workflows.
- Improved code clarity and maintainability by consolidating inner workflow runner logic.
* Add end-to-end tests for inner workflow execution
- Introduced a new integration test file for `roboflow_core/inner_workflow@v1`, validating nested workflow execution.
- Implemented tests to ensure correct parameter mapping and output resolution between parent and child workflows.
- Enhanced documentation to include the new test file in the inner workflow design overview.
* Refactor inner workflow terminology and update parameter handling
- Renamed `embedded_workflow` references to `workflow` throughout the codebase for consistency and clarity.
- Updated documentation to reflect changes in parameter names and improve clarity on workflow execution.
- Enhanced validation logic to ensure correct handling of workflow references and inline definitions.
- Adjusted integration and unit tests to align with the new terminology and validate functionality of inner workflows.
* Update inner workflow terminology from `workflow` to `workflow_definition`
- Renamed all instances of `workflow` to `workflow_definition` across the codebase for consistency and clarity.
- Adjusted validation logic and error messages to reflect the new terminology.
- Updated integration and unit tests to ensure proper functionality with the new parameter name.
- Enhanced documentation to clarify the changes in parameter handling for inner workflows.
* Refactor variable naming in inner workflow tests
- Updated variable names from `embedded` to `inner` for clarity and consistency in the inner workflow test cases.
- Ensured that all references to workflow definitions in the tests align with the updated terminology.
- Improved readability of the test code by standardizing naming conventions across multiple test functions.
* Add integration tests for inner workflow inlining
- Introduced multiple test cases to validate the equivalence between nested inner workflows and their inlined counterparts.
- Implemented tests for various scenarios, including parameter passing, output resolution, and handling of batch inputs.
- Ensured consistency in behavior between inner workflows and inlined steps, enhancing the robustness of the integration testing framework.
- Updated common helper functions to support the new test cases and improve code reusability.
* Remove integration test for inner workflow execution
- Deleted the test file `test_workflow_with_inner_workflow.py`, which contained end-to-end tests for nested workflow execution.
- This removal is part of a cleanup effort to streamline the testing framework and eliminate redundant or outdated test cases.
- Future tests will focus on more relevant scenarios and improve overall test coverage.
* Remove inner workflow design document
- Deleted the `inner_workflow_design.md` file, which outlined the design and goals for nested workflows.
- This removal is part of a broader effort to streamline documentation and focus on more relevant and updated resources.
- Future documentation will prioritize clarity and conciseness in conveying workflow functionality.
* Remove inner workflow composition section from documentation
- Deleted the section on inner workflow composition from the `workflows_compiler.md` file to streamline documentation.
- This change aligns with recent efforts to focus on more relevant and updated resources regarding workflow functionality.
* Add init file for inner workflow core step
* Refactor inner workflow test assertions for consistency
- Updated assertions in multiple inner workflow integration tests to compare results against `nested_result` instead of `flat_result`.
- This change enhances clarity and ensures that the tests accurately reflect the expected behavior of inlined inner workflows.
- Adjusted related test cases to maintain consistency in output validation across various scenarios.
* Add integration test for inner workflow continue_if with crop batch lineage
- Introduced a new test case to validate the behavior of the inner workflow when using `continue_if` and `first_non_empty_or_default` steps while the parent workflow processes detection, cropping, and classification.
- This test ensures that the inner workflow correctly handles input parameters and outputs, enhancing the robustness of the integration testing framework for nested workflows.
* Refactor inner workflow steps to use scalar_only_echo
- Updated multiple inner workflow integration tests to replace `first_non_empty_or_default` steps with `scalar_only_echo`, enhancing consistency in step types.
- Introduced a new `conftest.py` file to register the stub plugin required for the `echo_child_workflow`.
- Improved documentation in the `echo_child_workflow` function to clarify usage and requirements for the stub plugin.
* Remove integration test for inner workflow with list-valued workflow parameter
- Deleted the test file `test_inner_workflow_with_list_valued_workflow_parameter.py`, which contained tests for validating the equivalence of nested inner workflows and their inlined counterparts with list-valued parameters.
- This removal is part of a cleanup effort to streamline the testing framework and eliminate outdated or redundant test cases.
* Refactor inner workflow tests to consistently use scalar_only_echo
- Updated multiple integration tests to replace instances of `first_non_empty_or_default` with `scalar_only_echo`, ensuring uniformity in the workflow steps.
- Adjusted test documentation to reflect the changes in step types and their expected behavior.
- This refactor enhances the clarity and maintainability of the test suite for inner workflows.
* Remove integration test for inner workflow continue_if with parent first non-empty
- Deleted the test file `test_inner_workflow_continue_if_last_in_inner_with_parent_first_non_empty.py`, which validated the behavior of the inner workflow when using `continue_if` with a parent workflow's `first_non_empty_or_default` step.
- This removal is part of ongoing efforts to streamline the testing framework and eliminate outdated or redundant test cases.
* Refactor inner workflow tests to replace first_non_empty with echo
- Updated integration tests to change references from `first_non_empty` to `echo` in both the workflow definitions and output selectors.
- This change enhances consistency across the test cases and aligns with recent refactoring efforts to standardize step types in inner workflows.
* Add inner workflow detection test for parent dynamic crop
- Introduced a new test case to validate the behavior of the inner workflow when the parent runs detection and applies dynamic cropping on the inner model's predictions.
- Added a new function `child_detection_only_for_parent_dynamic_crop` to define the inner workflow structure for this scenario.
- This enhancement improves the integration testing framework by ensuring the correctness of nested workflows involving detection and cropping operations.
* Refactor inner workflow execution to support compile-time inlining
- Updated the inner workflow implementation to validate parameter bindings and inline child workflows at compile time, enhancing performance and simplifying execution.
- Removed the `InnerWorkflowRunner` and related execution logic, as inner workflows are now expanded into ordinary steps during compilation.
- Adjusted documentation and comments to reflect the new inlining behavior and updated parameter binding requirements.
- Added tests to validate the new parameter binding rules for child workflows, ensuring robustness in the compilation process.
* Enhance inner workflow detection tests for dynamic cropping
- Refactored the test suite to introduce a new mock function for object detection inference, improving the handling of single and batch image requests.
- Added a new test case to validate the behavior of the inner workflow when processing a list of images, ensuring consistent results with the single-image case.
- Updated assertions to verify the correct number of calls and parameters in the mock, enhancing the robustness of the integration tests for nested workflows.
* Add new tests for inner workflow continue_if behavior with outer echo
- Introduced two new test cases to validate the behavior of the inner workflow when using `continue_if` with the outer workflow's `echo` step.
- Enhanced the `_inner_continue_if_only_outer_echo_name_matches_parent` and `_nested_workflow_continue_if_inner_echo_outer` functions to support the new test scenarios.
- Updated assertions to ensure the correctness of the integration tests, verifying that the nested and flat workflow results match as expected.
* Add integration test for inner workflow dimension collapse on inner detections
- Introduced a new test case to validate the behavior of the inner workflow when applying dimension collapse on object detection results from the inner model.
- Implemented mock functions to simulate object detection responses and ensure consistent results when processing single and batch images.
- Enhanced assertions to verify that the nested and flat workflow results match, confirming the correctness of the integration tests for dimension collapse functionality.
* Add child dimension collapse workflow and corresponding integration test
- Introduced a new inner workflow function `child_dimension_collapse_from_parent_detections` to handle dimension collapse using predictions from the parent workflow.
- Added a comprehensive integration test to validate the behavior of the inner workflow when applying dimension collapse on object detection results.
- Implemented mock functions to simulate object detection responses and ensure consistent results for both single and batch image processing.
- Enhanced assertions to confirm that the results from the nested and flat workflows match, ensuring the correctness of the integration tests for dimension collapse functionality.
* Refactor inner workflow validation and error handling
- Updated the inner workflow validation logic to improve error handling for invalid step entries and parameter bindings.
- Introduced new error classes for better granularity in error reporting, including `InnerWorkflowInvalidStepEntryError` and `InnerWorkflowParameterBindingsError`.
- Refactored the `validate_inner_workflow_composition_from_raw_workflow_definition` function to enhance clarity and maintainability.
- Adjusted the maximum nesting depth configuration for inner workflows and updated related validation checks.
- Added unit tests to ensure robust validation of inner workflow definitions and parameter bindings.
* Enhance documentation for inner workflow functions
- Added detailed docstrings to several functions in the inline workflow module, improving clarity on their purpose, parameters, and error handling.
- Updated function descriptions to include information about exceptions raised, enhancing the usability and maintainability of the code.
- This change aims to provide better guidance for developers working with inner workflows and facilitate easier debugging and integration.
* Add unit tests for inline inner workflow functionality
- Introduced new unit tests for the `inline_inner_workflow_steps` function, focusing on its behavior with minimal workflow graphs.
- Added comprehensive test cases to validate the handling of inner workflow steps, ensuring correct inlining and reference resolution.
- Enhanced the test suite for the inner workflow module to improve coverage and maintainability, facilitating easier debugging and integration in future developments.
- This addition aims to strengthen the testing framework for inner workflows and ensure robust functionality across various scenarios.
* Refactor inner workflow step validation logic
- Updated the `_contains_inner_workflow_step` function to return `False` for invalid input types instead of raising exceptions, improving usability and error handling.
- Modified corresponding unit tests to reflect the new behavior, ensuring that non-list and non-dict entries are correctly handled without exceptions.
- This change enhances the robustness of the inner workflow validation process and simplifies error management for users.
* Refactor inner workflow code for improved readability and consistency
- Reformatted several code sections across multiple files to enhance readability, including consistent line breaks and indentation.
- Updated the `validate_workflow_or_reference` method to improve clarity in the inline workflow validation process.
- Refactored function calls to maintain a consistent style, ensuring better maintainability and understanding of the codebase.
- These changes aim to streamline the inner workflow implementation and facilitate easier future modifications.
* Add inner workflow total count validation and error handling
- Introduced a new environment variable `WORKFLOWS_MAX_INNER_WORKFLOW_COUNT` to set the maximum allowed inner workflow steps.
- Added `InnerWorkflowTotalCountError` to handle cases where the inner workflow step count exceeds the defined limit.
- Updated the `validate_inner_workflow_composition` function to include validation for the total count of inner workflow steps.
- Enhanced unit tests to cover scenarios for total count validation, ensuring robust error handling and compliance with the new limits.
- These changes improve the overall validation logic for inner workflows, enhancing usability and error management.
* Add support for inner workflows and update documentation
- Introduced the `roboflow_core/inner_workflow@v1` block, allowing workflows to embed other workflows inline.
- Updated the execution engine to version `1.9.0`, incorporating compile-time inlining of nested workflows.
- Added a new documentation page detailing inner workflows, including usage, parameter bindings, and compile-time validation.
- Enhanced the workflows compiler to handle inner workflow steps, ensuring proper validation and inlining during compilation.
- Updated existing documentation to reference the new inner workflow design and its capabilities.
---------
Co-authored-by: Paweł Pęczek <146137186+PawelPeczek-Roboflow@users.noreply.github.com>1 parent 64c5c27 commit 38b0fbf
42 files changed
Lines changed: 5632 additions & 20 deletions
File tree
- docs/workflows
- inference/core
- workflows
- core_steps
- flow_control/inner_workflow
- execution_engine/v1
- compiler
- executor
- inner_workflow
- tests
- inference/integration_tests
- workflows
- integration_tests/execution/inner_workflow_inlining
- unit_tests/execution_engine/inner_workflow
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