{"library":"opentelemetry-instrumentation-pymongo","title":"OpenTelemetry PyMongo Instrumentation","description":"This library provides automatic instrumentation for the PyMongo library, enabling OpenTelemetry to collect traces from MongoDB operations. It is part of the OpenTelemetry Python Contrib project and is currently in a beta release cycle with frequent updates.","language":"python","status":"active","last_verified":"Wed May 13","install":{"commands":["pip install opentelemetry-instrumentation-pymongo pymongo opentelemetry-sdk opentelemetry-exporter-console"],"cli":null},"imports":["from opentelemetry.instrumentation.pymongo import PymongoInstrumentor"],"auth":{"required":false,"env_vars":[]},"quickstart":{"code":"import os\nimport time\nfrom pymongo import MongoClient\nfrom opentelemetry import trace\nfrom opentelemetry.sdk.resources import Resource\nfrom opentelemetry.sdk.trace import TracerProvider\nfrom opentelemetry.sdk.trace.export import ConsoleSpanExporter, SimpleSpanProcessor\nfrom opentelemetry.instrumentation.pymongo import PymongoInstrumentor\n\n# Configure OpenTelemetry SDK\nresource = Resource.create({\"service.name\": \"pymongo-example-service\"})\ntracer_provider = TracerProvider(resource=resource)\nspan_processor = SimpleSpanProcessor(ConsoleSpanExporter())\ntracer_provider.add_span_processor(span_processor)\ntrace.set_tracer_provider(tracer_provider)\n\n# Instrument PyMongo\nPymongoInstrumentor().instrument(capture_statement=True) # Set capture_statement=True to include full queries\n\n# Connect to MongoDB (ensure a local MongoDB instance is running, e.g., via Docker)\n# docker run -d -p 27017:27017 --name mongo-dev mongo:latest\nclient = MongoClient(os.environ.get('MONGO_URI', 'mongodb://localhost:27017/'))\ndb = client['testdb']\ncollection = db['testcollection']\n\nprint(\"Performing MongoDB operations...\")\n\n# Perform some operations\ncollection.insert_one({\"name\": \"Alice\", \"age\": 30})\nprint(\"Inserted one document.\")\n\ntime.sleep(0.1)\n\nresult = collection.find_one({\"name\": \"Alice\"})\nprint(f\"Found document: {result}\")\n\ntime.sleep(0.1)\n\ncollection.update_one({\"name\": \"Alice\"}, {\"$set\": {\"age\": 31}})\nprint(\"Updated one document.\")\n\ntime.sleep(0.1)\n\ncollection.delete_one({\"name\": \"Alice\"})\nprint(\"Deleted one document.\")\n\n# Cleanup (optional for demo, real applications manage connections)\nclient.close()\nprint(\"MongoDB operations complete.\")\n","lang":"python","description":"This quickstart demonstrates how to set up the OpenTelemetry SDK with a console exporter, instrument PyMongo, and perform basic database operations. 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