91 lines
3.2 KiB
Python
91 lines
3.2 KiB
Python
import logging
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import os
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import platform
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import sys
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from posthog import Posthog
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import mem0
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from mem0.memory.setup import get_or_create_user_id
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MEM0_TELEMETRY = os.environ.get("MEM0_TELEMETRY", "True")
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PROJECT_API_KEY="phc_hgJkUVJFYtmaJqrvf6CYN67TIQ8yhXAkWzUn9AMU4yX"
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HOST="https://us.i.posthog.com"
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if isinstance(MEM0_TELEMETRY, str):
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MEM0_TELEMETRY = MEM0_TELEMETRY.lower() in ("true", "1", "yes")
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if not isinstance(MEM0_TELEMETRY, bool):
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raise ValueError("MEM0_TELEMETRY must be a boolean value.")
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logging.getLogger("posthog").setLevel(logging.CRITICAL + 1)
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logging.getLogger("urllib3").setLevel(logging.CRITICAL + 1)
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class AnonymousTelemetry:
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def __init__(self, vector_store=None):
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self.posthog = Posthog(project_api_key=PROJECT_API_KEY, host=HOST)
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self.user_id = get_or_create_user_id(vector_store)
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if not MEM0_TELEMETRY:
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self.posthog.disabled = True
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def capture_event(self, event_name, properties=None, user_email=None):
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if properties is None:
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properties = {}
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properties = {
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"client_source": "python",
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"client_version": mem0.__version__,
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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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distinct_id = self.user_id if user_email is None else user_email
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self.posthog.capture(distinct_id=distinct_id, event=event_name, properties=properties)
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def close(self):
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self.posthog.shutdown()
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client_telemetry = AnonymousTelemetry()
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def capture_event(event_name, memory_instance, additional_data=None):
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oss_telemetry = AnonymousTelemetry(
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vector_store=memory_instance._telemetry_vector_store
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if hasattr(memory_instance, "_telemetry_vector_store")
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else None,
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)
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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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"graph_store": f"{memory_instance.graph.__class__.__module__}.{memory_instance.graph.__class__.__name__}"
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if memory_instance.config.graph_store.config
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else None,
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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.api_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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oss_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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client_telemetry.capture_event(event_name, event_data, instance.user_email)
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