mirror of
https://github.com/crewAIInc/crewAI.git
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[DO NOT MERGE] Provide inputs on crew creation (#898)
* Provide inputs on crew creation * Better naming * Add crew id and task index to tasks * Fix type again
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@@ -170,7 +170,6 @@ class Crew(BaseModel):
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self._rpm_controller = RPMController(max_rpm=self.max_rpm, logger=self._logger)
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self._telemetry = Telemetry()
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self._telemetry.set_tracer()
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self._telemetry.crew_creation(self)
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return self
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@model_validator(mode="after")
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@@ -80,7 +80,7 @@ class Telemetry:
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self.ready = False
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self.trace_set = False
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def crew_creation(self, crew):
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def crew_creation(self, crew: Crew, inputs: dict[str, Any] | None):
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"""Records the creation of a crew."""
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if self.ready:
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try:
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@@ -93,6 +93,12 @@ class Telemetry:
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)
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self._add_attribute(span, "python_version", platform.python_version())
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self._add_attribute(span, "crew_id", str(crew.id))
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if crew.share_crew:
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self._add_attribute(
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span, "crew_inputs", json.dumps(inputs) if inputs else None
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)
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self._add_attribute(span, "crew_process", crew.process)
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self._add_attribute(span, "crew_memory", crew.memory)
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self._add_attribute(span, "crew_number_of_tasks", len(crew.tasks))
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@@ -114,7 +120,7 @@ class Telemetry:
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"llm": json.dumps(self._safe_llm_attributes(agent.llm)),
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"delegation_enabled?": agent.allow_delegation,
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"tools_names": [
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tool.name.casefold() for tool in agent.tools
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tool.name.casefold() for tool in agent.tools or []
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],
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}
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for agent in crew.agents
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@@ -139,7 +145,7 @@ class Telemetry:
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else None
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),
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"tools_names": [
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tool.name.casefold() for tool in task.tools
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tool.name.casefold() for tool in task.tools or []
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],
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}
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for task in crew.tasks
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@@ -161,10 +167,11 @@ class Telemetry:
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if self.ready:
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try:
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tracer = trace.get_tracer("crewai.telemetry")
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span = tracer.start_span("Task Execution")
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created_span = tracer.start_span("Task Created")
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self._add_attribute(created_span, "crew_id", str(crew.id))
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self._add_attribute(created_span, "task_index", crew.tasks.index(task))
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self._add_attribute(created_span, "task_id", str(task.id))
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if crew.share_crew:
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@@ -178,6 +185,10 @@ class Telemetry:
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created_span.set_status(Status(StatusCode.OK))
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created_span.end()
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span = tracer.start_span("Task Execution")
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self._add_attribute(span, "crew_id", str(crew.id))
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self._add_attribute(span, "task_index", crew.tasks.index(task))
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self._add_attribute(span, "task_id", str(task.id))
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if crew.share_crew:
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@@ -275,6 +286,8 @@ class Telemetry:
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"""
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if (self.ready) and (crew.share_crew):
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try:
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self.crew_creation(crew, inputs)
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tracer = trace.get_tracer("crewai.telemetry")
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span = tracer.start_span("Crew Execution")
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self._add_attribute(
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@@ -283,7 +296,9 @@ class Telemetry:
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pkg_resources.get_distribution("crewai").version,
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)
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self._add_attribute(span, "crew_id", str(crew.id))
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self._add_attribute(span, "inputs", json.dumps(inputs))
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self._add_attribute(
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span, "crew_inputs", json.dumps(inputs) if inputs else None
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)
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self._add_attribute(
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span,
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"crew_agents",
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