milvus/tests/benchmark

Quick start

Description：

This project is used to test performance/reliability/stability for milvus server

• Test cases can be organized with yaml
• Test can run with local mode or helm mode

Usage:

pip install requirements.txt

if using local mode, the following libs is optional

pymongo==3.10.0

kubernetes==10.0.1

Demos：

1. Local test：

   python3 main.py --local --host=*.* --port=19530 --suite=suites/gpu_search_performance_random50m.yaml

Definitions of test suites：

Testers need to write test suite config if adding a customizised test into the current test framework

1. search_performance: the test type，also we havebuild_performance,insert_performance,accuracy,stability,search_stability
2. tables: list of test cases
3. The following fields are in the table field：
   • server: run host
   • milvus: config in milvus
   • collection_name: currently support one collection
   • run_count: search count
   • search_params: params of query

Test result：

Test result will be uploaded if tests run in helm mode, and will be used to judge if the test run pass or failed