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Collect pandas (and other) weird memory usage cases #30
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ianozsvald
opened on May 14, 2021
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- Memory usage increasing with df.dropna(inplace=True) and df.head() pandas-dev/pandas#11050
- Variable deletion consumes a lot of memory pandas-dev/pandas#17092
- High memory peak when MaskedArray creates a mask numpy/numpy#6732
- https://github.com/liushuchun/pynote/tree/master/slots_magic (use case)
- https://github.com/jni/streaming-talk (use case)
- https://github.com/ianozsvald/ipython_memory_usage/blob/master/src/ipython_memory_usage/examples/example_usage_np_pd.ipynb (my example for pandas del vs drop via Jamie Brunning)
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