# Example for redis-py OpenTelemetry instrumentation This example demonstrates how to monitor Redis using [OpenTelemetry](https://opentelemetry.io/) and [Uptrace](https://github.com/uptrace/uptrace). It requires Docker to start Redis Server and Uptrace. See [Monitoring redis-py performance with OpenTelemetry](https://redis-py.readthedocs.io/en/latest/opentelemetry.html) for details. **Step 1**. Download the example using Git: ```shell git clone https://github.com/redis/redis-py.git cd example/opentelemetry ``` **Step 2**. Optionally, create a virtualenv: ```shell python3 -m venv .venv source .venv/bin/active ``` **Step 3**. Install dependencies: ```shell pip install -r requirements.txt ``` **Step 4**. Start the services using Docker and make sure Uptrace is running: ```shell docker-compose up -d docker-compose logs uptrace ``` **Step 5**. Run the Redis client example and follow the link from the CLI to view the trace: ```shell python3 main.py trace: http://localhost:14318/traces/ee029d8782242c8ed38b16d961093b35 ``` ![Redis trace](./image/redis-py-trace.png) You can also open Uptrace UI at [http://localhost:14318](http://localhost:14318) to view available spans, logs, and metrics.