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 product. 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. The project is open source (MIT). daskgenie is available on the command line, and it can be self-hosted.
Behind daskgenie is polymood, and the product first shipped in 2026. The project is developed in the open on GitHub with 18 commits in the last 90 days. Across PulseGate's embedding index, daskgenie has few near neighbours, marking it as relatively distinct. Among its 5 catalogued features are memory profiling, dask integration, and flamegraph visualization.
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