Module pure 

Pure functional utilities for MapReduce execution

This module contains pure functions extracted from the MapReduce executor to improve testability, reusability, and maintainability.

Modules

aggregation

These functions operate on AgentResult data structures to calculate statistics, filter results, and group by error types.

dependency_analysis

Pure dependency analysis for command parallelization

formatting

Pure functions for formatting output messages

interpolation

Pure functions for variable interpolation

parallel_execution

Parallel execution patterns using Effects

phase_parallelization

Phase parallelization using dependency analysis

planning

Pure functions for execution planning

work_planning

Pure work assignment planning for MapReduce execution