daskgenie is an open-source CLI profiler for Dask that visualizes code-to-graph-to-memory usage, helping users identify which chunk or source line caused memory issues or worker failures. It is aimed at data engineers and developers working with distributed Dask workloads.
daskgenie is a Debugging & profiling project. It focuses on diagnosing memory issues and identifying problematic code in Dask distributed workloads. daskgenie is an open-source project aimed at data engineers and Python developers using Dask. daskgenie is open source under the MIT license. It runs on the command line, and it can be self-hosted.
It is developed by polymood, and it first shipped in 2026. The project is developed in the open on GitHub with 18 commits in the last 90 days. Among its 5 catalogued features are memory profiling, dask integration, and flamegraph visualization.
Summary written by a language model from the project’s public pages.
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