72 lines
2.5 KiB
Python
72 lines
2.5 KiB
Python
import platform
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import sys
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from posthog import Posthog
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from mem0.memory.setup import get_user_id, setup_config
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class AnonymousTelemetry:
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def __init__(self, project_api_key, host):
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self.posthog = Posthog(project_api_key=project_api_key, host=host)
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# Call setup config to ensure that the user_id is generated
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setup_config()
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self.user_id = get_user_id()
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def capture_event(self, event_name, properties=None):
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if properties is None:
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properties = {}
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properties = {
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"python_version": sys.version,
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"os": sys.platform,
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"os_version": platform.version(),
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"os_release": platform.release(),
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"processor": platform.processor(),
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"machine": platform.machine(),
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**properties,
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}
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self.posthog.capture(
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distinct_id=self.user_id, event=event_name, properties=properties
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)
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def identify_user(self, user_id, properties=None):
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if properties is None:
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properties = {}
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self.posthog.identify(distinct_id=user_id, properties=properties)
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def close(self):
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self.posthog.shutdown()
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# Initialize AnonymousTelemetry
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telemetry = AnonymousTelemetry(
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project_api_key="phc_hgJkUVJFYtmaJqrvf6CYN67TIQ8yhXAkWzUn9AMU4yX",
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host="https://us.i.posthog.com",
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)
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def capture_event(event_name, memory_instance, additional_data=None):
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event_data = {
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"collection": memory_instance.collection_name,
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"vector_size": memory_instance.embedding_model.config.embedding_dims,
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"history_store": "sqlite",
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"vector_store": f"{memory_instance.vector_store.__class__.__module__}.{memory_instance.vector_store.__class__.__name__}",
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"llm": f"{memory_instance.llm.__class__.__module__}.{memory_instance.llm.__class__.__name__}",
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"embedding_model": f"{memory_instance.embedding_model.__class__.__module__}.{memory_instance.embedding_model.__class__.__name__}",
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"function": f"{memory_instance.__class__.__module__}.{memory_instance.__class__.__name__}.{memory_instance.version}",
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}
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if additional_data:
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event_data.update(additional_data)
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telemetry.capture_event(event_name, event_data)
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def capture_client_event(event_name, instance, additional_data=None):
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event_data = {
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"function": f"{instance.__class__.__module__}.{instance.__class__.__name__}",
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}
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if additional_data:
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event_data.update(additional_data)
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telemetry.capture_event(event_name, event_data)
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