4paradigm / 4paradigm/OpenMLDB
Add long running tests of memory leak for Python SDK
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#1,182
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Beansprucht von @wuyou10206
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enhancement
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Beschreibung
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`.
Beitragsleitfaden
Rechercherichtung
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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Bewertung
- Tech-Stack
- python
- Bereich
- machine-learning, performance, testing
- Issue-Typ
- Feature
- Schwierigkeit
- 4/5
- Geschätzter Aufwand
- 3-5 Tage
- Aktivitätsstatus
- Veraltet
- Klarheit
- Muss geklärt werden
- Anfängerfreundlichkeit
- 25/100