cellxgene/server/locust

Locust Load Test

This directory contains scripts to load test cellxgene's backend. It primary simulates initial data loading and expression data fetch, which are the most common data routes. It currently does not include tests for differential expression or re-clustering routes.

Prerequisites

You need:

• Python 3.6+, and pip
• cellxgene installed
• install the locust dependencies in requirements-locust.txt

To test

1. Choose to run cellxgene in either single dataset or data root mode.
2. Edit config.py to indicate which datasets to load:
   • in single dataset mode, just set DataSets=[""]
   • in dataroot (multi-dataset) mode, add the route names, eg, DataSets=['foo.cxg', 'bar.cxg']
3. Launch cellxgene in the appropriate mode
4. launch locust, specifying the correct --host argument
5. point your web browser to the locust http server, usually http://localhost:8089/

Single dataset mode

• Edit config.py and set DataSets=[""]
• in a shell, run cellxgene launch somefile.h5ad
• launch locust in another shell, locust --host http://localhost:5005/ (or wherever you are running cellxgene)
• point a browser to the locust port, usually http://localhost:8089/
• run test

Multi-dataset mode

• Edit config.py and set DataSets=["datapath1", ...]
• in a shell, run cellxgene launch --dataroot path

The remainder of the steps are same as single dataset.