Qdrant Load Testing with Locust

Simple example demonstrating load testing for Qdrant vector database operations.

Prerequisites

Install Locust with Qdrant support:

bash

# Using pip
pip install locust[qdrant]

# Using uv
uv add locust[qdrant]
# or
uv sync --extra qdrant

This installs the required dependencies:

qdrant-client - Official Qdrant Python SDK

Usage

bash

# Navigate to this directory
cd examples/qdrant

bash

# Run Qdrant
docker run -p 6333:6333 -d qdrant/qdrant

bash

# Run headless
locust -f locustfile.py --host=http://localhost:6333 --headless --users=10 --spawn-rate=2 --run-time=60s

# Run with web UI
locust -f locustfile.py --host=http://localhost:6333

Operations Tested

Upsert points
Search points
Scroll points
Delete points

For more advanced usage, see the Locust documentation.