Fil is a new open source Python memory profiler (hosted on GitHub), designed for code that processes large amounts of data: the kind of code written by data scientists, data engineers, and scientists.
Instead of measuring random snapshots in time, Fil figures out your bottleneck: the moment in time your memory usage is highest. And then it tells you exactly where that memory was allocated: which callstacks were responsible, down to the level of individual lines of Python code.
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