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valer1435 / RepoPilot

Open-source AI-powered tool for smart repository maintainance
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Pipeline verification #14

Open valer1435 opened 2 weeks ago

valer1435 commented 2 weeks ago

Can you provide rules for pipeline verification? @RepoPilotAssistant

RepoPilotAssistant commented 2 weeks ago

I'm sorry, but the documentation does not provide specific rules for pipeline verification. You may need to refer to other sections of the documentation or consult the project's guidelines for more detailed information on this topic.

valer1435 commented 2 weeks ago

Maybe you should look at codebase? @RepoPilotAssistant

RepoPilotAssistant commented 2 weeks ago

The rules for pipeline verification include:

  1. Task-Specific Operations Verification: Ensures the pipeline has correct operations for the specified task type.
  2. Primary Nodes Verification: Ensures the pipeline has primary nodes.
  3. Final Operation as Model Verification: Checks if the final operation in the root node is a model.
  4. Data Flow Conflict Verification: Ensures there are no incorrect connections between nodes.
  5. Data Connections Verification: Checks for correct connections between operations for different data types.
  6. Class Decompose Verification: Ensures correct usage of regression models after 'class_decompose'.
  7. Multitask Conflict Verification: Checks for conflicts during multitasking, especially between classification and regression tasks.
  8. Time Series Pipeline Verification: Ensures correctness of connections between nodes in time series pipelines.
  9. Resample Node Verification: Ensures 'Resample' is a single parent node for child operations.
  10. Data Source Verification: Ensures data sources and other nodes are not mixed.

These rules help in verifying the correctness and validity of the pipeline configurations.