qdrant_client_opentelemetry_instrumentation_quickstart_console_traces.py

1from qdrant_client import QdrantClient
2from opentelemetry.instrumentation.qdrant import QdrantInstrumentor
3from opentelemetry import trace
4from opentelemetry.sdk.trace import TracerProvider
5from opentelemetry.sdk.trace.export import (
6    BatchSpanProcessor,
7    ConsoleSpanExporter,
8)
9
10# Sets up the OpenTelemetry SDK to output traces to the console
11provider = TracerProvider()
12processor = BatchSpanProcessor(ConsoleSpanExporter())
13provider.add_span_processor(processor)
14trace.set_tracer_provider(provider)
15
16# Instrumenting the Qdrant client
17QdrantInstrumentor().instrument()
18
19# Now, any Qdrant client usage will be instrumented
20client = QdrantClient(":memory:")
21
22# Example operation that will generate traces
23client.create_collection(
24    collection_name="test_collection",
25    vectors_config={"size": 4, "distance": "Dot"},
26)