4paradigm / 4paradigm/OpenMLDB
Add long running tests of memory leak for Python SDK
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enhancement
- 主要语言
- C++
- 星标
- 1.7k
- 派生
- 331
- 平均合并
- 12 天 12 小时
- 30 天内合并 PR
- 1
描述
Use the tools like https://github.com/4paradigm/OpenMLDB/blob/main/java/openmldb-jmh/src/main/java/com/_4paradigm/sql/stability/FEQLFZPerf.java and `valgrind`.
贡献指南
调研方向
Look at the referenced Java JMH test in openmldb-jmh/src/main/java/com/_4paradigm/sql/stability/FEQLFZPerf.java to understand the pattern for long-running performance tests. Investigate the Python SDK structure to identify entry points for memory-intensive operations. Use valgrind or similar memory profiling tools to design tests that can run for extended periods and detect leaks. The goal is to create a test suite that can be integrated into the project's CI for ongoing memory leak detection.
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评估
- 技术栈
- python
- 领域
- machine-learning, performance, testing
- Issue 类型
- 功能
- 难度
- 4/5
- 预计耗时
- 3-5 天
- 活跃度
- 停滞
- 描述清晰度
- 需要澄清
- 新手友好度
- 25/100