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Brandon/cre 130 pipeline project structure (#1066)
* WIP. Procedure appears to be working well. Working on mocking properly for tests * All tests are passing now * rshift working * Add back in Gui's tool_usage fix * WIP * Going to start refactoring for pipeline_output * Update terminology * new pipeline flow with traces and usage metrics working. need to add more tests and make sure PipelineOutput behaves likew CrewOutput * Fix pipelineoutput to look more like crewoutput and taskoutput * Implemented additional tests for pipeline. One test is failing. Need team support * Update docs for pipeline * Update pipeline to properly process input and ouput dictionary * Update Pipeline docs * Add back in commentary at top of pipeline file * Starting to work on router * Drop router for now. will add in separately * In the middle of fixing router. A ton of circular dependencies. Moving over to a new design. * WIP. * Fix circular dependencies and updated PipelineRouter * Add in Eduardo feedback. Still need to add in more commentary describing the design decisions for pipeline * Add developer notes to explain what is going on in pipelines. * Add doc strings * Fix missing rag datatype * WIP. Converting usage metrics from a dict to an object * Fix tests that were checking usage metrics * Drop todo * Fix 1 type error in pipeline * Update pipeline to use UsageMetric * Add missing doc string * WIP. * Change names * Rename variables based on joaos feedback * Fix critical circular dependency issues. Now needing to fix trace issue. * Tests working now! * Add more tests which showed underlying issue with traces * Fix tests * Remove overly complicated test * Add router example to docs * Clean up end of docs * Clean up docs * Working on creating Crew templates and pipeline templates * WIP. * WIP * Fix poetry install from templates * WIP * Restructure * changes for lorenze * more todos * WIP: create pipelines cli working * wrapped up router * ignore mypy src on templates * ignored signature of copy * fix all verbose * rm print statements * brought back correct folders * fixes missing folders and then rm print statements * fixed tests * fixed broken test * fixed type checker * fixed type ignore * ignore types for templates * needed * revert * exclude only required * rm type errors on templates * rm excluding type checks for template files on github action * fixed missing quotes --------- Co-authored-by: Brandon Hancock <brandon@brandonhancock.io>
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from crewai import Pipeline
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from crewai.project import PipelineBase
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from ..crews.classifier_crew.classifier_crew import ClassifierCrew
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@PipelineBase
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class EmailClassifierPipeline:
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def __init__(self):
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# Initialize crews
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self.classifier_crew = ClassifierCrew().crew()
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def create_pipeline(self):
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return Pipeline(
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stages=[
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self.classifier_crew
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]
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)
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async def kickoff(self, inputs):
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pipeline = self.create_pipeline()
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results = await pipeline.kickoff(inputs)
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return results
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