mirror of
https://github.com/crewAIInc/crewAI.git
synced 2025-12-15 20:08:29 +00:00
adding before and after crew
This commit is contained in:
João Moura
4
.gitignore
vendored
4
.gitignore
vendored
@@ -17,3 +17,7 @@ rc-tests/*
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temp/*
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.vscode/*
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crew_tasks_output.json
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.codesight
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.mypy_cache
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.ruff_cache
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.venv
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@@ -9,6 +9,8 @@ from .annotations import (
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pipeline,
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task,
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tool,
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before_crew,
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after_crew,
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)
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from .crew_base import CrewBase
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from .pipeline_base import PipelineBase
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@@ -26,4 +28,6 @@ __all__ = [
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"llm",
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"cache_handler",
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"pipeline",
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"before_crew",
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"after_crew",
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]
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@@ -5,6 +5,16 @@ from crewai import Crew
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from crewai.project.utils import memoize
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def before_crew(func):
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func.is_before_crew = True
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return func
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def after_crew(func):
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func.is_after_crew = True
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return func
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def task(func):
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func.is_task = True
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@@ -34,18 +34,39 @@ def CrewBase(cls: T) -> T:
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self.map_all_agent_variables()
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self.map_all_task_variables()
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# Preserve task and agent information
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self._original_tasks = {
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# Preserve all decorated functions
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self._original_functions = {
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name: method
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for name, method in cls.__dict__.items()
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if hasattr(method, "is_task") and method.is_task
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}
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self._original_agents = {
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name: method
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for name, method in cls.__dict__.items()
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if hasattr(method, "is_agent") and method.is_agent
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if any(
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hasattr(method, attr)
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for attr in [
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"is_task",
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"is_agent",
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"is_before_crew",
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"is_after_crew",
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"is_kickoff",
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]
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)
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}
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# Store specific function types
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self._original_tasks = self._filter_functions(
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self._original_functions, "is_task"
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)
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self._original_agents = self._filter_functions(
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self._original_functions, "is_agent"
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)
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self._before_crew = self._filter_functions(
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self._original_functions, "is_before_crew"
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)
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self._after_crew = self._filter_functions(
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self._original_functions, "is_after_crew"
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)
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self._kickoff = self._filter_functions(
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self._original_functions, "is_kickoff"
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)
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@staticmethod
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def load_yaml(config_path: Path):
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try:
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@@ -192,4 +213,25 @@ def CrewBase(cls: T) -> T:
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callback_functions[callback]() for callback in callbacks
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]
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def kickoff(self, inputs=None):
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# Execute before_crew functions and allow them to modify inputs
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for _, func in self._before_crew.items():
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modified_inputs = func(self, inputs)
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if modified_inputs is not None:
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inputs = modified_inputs
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# Get the crew instance
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crew_instance = self.crew()
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# Execute the crew's tasks
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result = crew_instance.kickoff(inputs=inputs)
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# Execute after_crew functions and allow them to modify the output
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for _, func in self._after_crew.items():
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modified_result = func(self, result)
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if modified_result is not None:
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result = modified_result
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return result
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return cast(T, WrappedClass)
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449
tests/cassettes/test_after_crew_modification.yaml
Normal file
449
tests/cassettes/test_after_crew_modification.yaml
Normal file
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||||
{topic} Senior Data Researcher
|
||||
goal: >
|
||||
Uncover cutting-edge developments in {topic}
|
||||
backstory: >
|
||||
You're a seasoned researcher with a knack for uncovering the latest
|
||||
developments in {topic}. Known for your ability to find the most relevant
|
||||
information and present it in a clear and concise manner.
|
||||
verbose: true
|
||||
|
||||
reporting_analyst:
|
||||
role: >
|
||||
{topic} Reporting Analyst
|
||||
goal: >
|
||||
Create detailed reports based on {topic} data analysis and research findings
|
||||
backstory: >
|
||||
You're a meticulous analyst with a keen eye for detail. You're known for
|
||||
your ability to turn complex data into clear and concise reports, making
|
||||
it easy for others to understand and act on the information you provide.
|
||||
verbose: true
|
||||
17
tests/config/tasks.yaml
Normal file
17
tests/config/tasks.yaml
Normal file
@@ -0,0 +1,17 @@
|
||||
research_task:
|
||||
description: >
|
||||
Conduct a thorough research about {topic}
|
||||
Make sure you find any interesting and relevant information given
|
||||
the current year is 2024.
|
||||
expected_output: >
|
||||
A list with 10 bullet points of the most relevant information about {topic}
|
||||
agent: researcher
|
||||
|
||||
reporting_task:
|
||||
description: >
|
||||
Review the context you got and expand each topic into a full section for a report.
|
||||
Make sure the report is detailed and contains any and all relevant information.
|
||||
expected_output: >
|
||||
A fully fledge reports with the mains topics, each with a full section of information.
|
||||
Formatted as markdown without '```'
|
||||
agent: reporting_analyst
|
||||
@@ -1,6 +1,9 @@
|
||||
from crewai.agent import Agent
|
||||
from crewai.project import agent, task
|
||||
from crewai.project import agent, task, before_crew, after_crew, crew
|
||||
from crewai.project import CrewBase
|
||||
from crewai.task import Task
|
||||
from crewai.crew import Crew
|
||||
import pytest
|
||||
|
||||
|
||||
class SimpleCrew:
|
||||
@@ -23,6 +26,43 @@ class SimpleCrew:
|
||||
)
|
||||
|
||||
|
||||
@CrewBase
|
||||
class TestCrew:
|
||||
agents_config = "config/agents.yaml"
|
||||
tasks_config = "config/tasks.yaml"
|
||||
|
||||
@agent
|
||||
def researcher(self):
|
||||
return Agent(config=self.agents_config["researcher"])
|
||||
|
||||
@agent
|
||||
def reporting_analyst(self):
|
||||
return Agent(config=self.agents_config["reporting_analyst"])
|
||||
|
||||
@task
|
||||
def research_task(self):
|
||||
return Task(config=self.tasks_config["research_task"])
|
||||
|
||||
@task
|
||||
def reporting_task(self):
|
||||
return Task(config=self.tasks_config["reporting_task"])
|
||||
|
||||
@before_crew
|
||||
def modify_inputs(self, inputs):
|
||||
if inputs:
|
||||
inputs["topic"] = "Bicycles"
|
||||
return inputs
|
||||
|
||||
@after_crew
|
||||
def modify_outputs(self, outputs):
|
||||
outputs.raw = outputs.raw + " post processed"
|
||||
return outputs
|
||||
|
||||
@crew
|
||||
def crew(self):
|
||||
return Crew(agents=self.agents, tasks=self.tasks, verbose=True)
|
||||
|
||||
|
||||
def test_agent_memoization():
|
||||
crew = SimpleCrew()
|
||||
first_call_result = crew.simple_agent()
|
||||
@@ -53,3 +93,133 @@ def test_task_name():
|
||||
assert (
|
||||
custom_named_task.name == "Custom"
|
||||
), "Custom task name is not being set as expected"
|
||||
|
||||
|
||||
@pytest.mark.vcr(filter_headers=["authorization"])
|
||||
def test_before_crew_modification():
|
||||
crew = TestCrew()
|
||||
inputs = {"topic": "LLMs"}
|
||||
result = crew.kickoff(inputs=inputs)
|
||||
print(result.raw)
|
||||
assert "bicycles" in result.raw, "Before crew function did not modify inputs"
|
||||
|
||||
|
||||
@pytest.mark.vcr(filter_headers=["authorization"])
|
||||
def test_after_crew_modification():
|
||||
crew = TestCrew()
|
||||
# Assuming the crew execution returns a dict
|
||||
result = crew.kickoff({"topic": "LLMs"})
|
||||
|
||||
assert "post processed" in result.raw, "After crew function did not modify outputs"
|
||||
|
||||
|
||||
@pytest.mark.vcr(filter_headers=["authorization"])
|
||||
def test_before_crew_with_none_input():
|
||||
crew = TestCrew()
|
||||
crew.crew().kickoff(None)
|
||||
# Test should pass without raising exceptions
|
||||
|
||||
|
||||
@pytest.mark.vcr(filter_headers=["authorization"])
|
||||
def test_multiple_before_after_crew():
|
||||
@CrewBase
|
||||
class MultipleHooksCrew:
|
||||
agents_config = "config/agents.yaml"
|
||||
tasks_config = "config/tasks.yaml"
|
||||
|
||||
@agent
|
||||
def researcher(self):
|
||||
return Agent(config=self.agents_config["researcher"])
|
||||
|
||||
@agent
|
||||
def reporting_analyst(self):
|
||||
return Agent(config=self.agents_config["reporting_analyst"])
|
||||
|
||||
@task
|
||||
def research_task(self):
|
||||
return Task(config=self.tasks_config["research_task"])
|
||||
|
||||
@task
|
||||
def reporting_task(self):
|
||||
return Task(config=self.tasks_config["reporting_task"])
|
||||
|
||||
@before_crew
|
||||
def first_before(self, inputs):
|
||||
inputs["topic"] = "Bicycles"
|
||||
return inputs
|
||||
|
||||
@before_crew
|
||||
def second_before(self, inputs):
|
||||
inputs["topic"] = "plants"
|
||||
return inputs
|
||||
|
||||
@after_crew
|
||||
def first_after(self, outputs):
|
||||
outputs.raw = outputs.raw + " processed first"
|
||||
return outputs
|
||||
|
||||
@after_crew
|
||||
def second_after(self, outputs):
|
||||
outputs.raw = outputs.raw + " processed second"
|
||||
return outputs
|
||||
|
||||
@crew
|
||||
def crew(self):
|
||||
return Crew(agents=self.agents, tasks=self.tasks, verbose=True)
|
||||
|
||||
crew = MultipleHooksCrew()
|
||||
result = crew.kickoff({"topic": "LLMs"})
|
||||
|
||||
assert "plants" in result.raw, "First before_crew not executed"
|
||||
assert "processed first" in result.raw, "First after_crew not executed"
|
||||
assert "processed second" in result.raw, "Second after_crew not executed"
|
||||
|
||||
|
||||
@pytest.mark.vcr(filter_headers=["authorization"])
|
||||
def test_crew_execution_order():
|
||||
execution_order = []
|
||||
|
||||
@CrewBase
|
||||
class OrderTestCrew:
|
||||
agents_config = "config/agents.yaml"
|
||||
tasks_config = "config/tasks.yaml"
|
||||
|
||||
@agent
|
||||
def researcher(self):
|
||||
return Agent(config=self.agents_config["researcher"])
|
||||
|
||||
@agent
|
||||
def reporting_analyst(self):
|
||||
return Agent(config=self.agents_config["reporting_analyst"])
|
||||
|
||||
@task
|
||||
def research_task(self):
|
||||
execution_order.append("task")
|
||||
return Task(config=self.tasks_config["research_task"])
|
||||
|
||||
@task
|
||||
def reporting_task(self):
|
||||
return Task(config=self.tasks_config["reporting_task"])
|
||||
|
||||
@before_crew
|
||||
def before(self, inputs):
|
||||
execution_order.append("before")
|
||||
return inputs
|
||||
|
||||
@after_crew
|
||||
def after(self, outputs):
|
||||
execution_order.append("after")
|
||||
return outputs
|
||||
|
||||
@crew
|
||||
def crew(self):
|
||||
return Crew(agents=self.agents, tasks=self.tasks, verbose=True)
|
||||
|
||||
crew = OrderTestCrew()
|
||||
crew.kickoff({"topic": "LLMs"})
|
||||
|
||||
assert execution_order == [
|
||||
"before",
|
||||
"task",
|
||||
"after",
|
||||
], "Crew execution order is incorrect"
|
||||
|
||||
Reference in New Issue
Block a user