4paradigm / 4paradigm/OpenMLDB

Add long running tests of memory leak for Python SDK

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#1,182 0 条评论 0 个 reaction 已指派 2 人 已被 @wuyou10206 认领 在 GitHub 查看
enhancement
主要语言
C++
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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

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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

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