Support custom metrics for all file formats across web, CLI, and MCP - #186
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kaveenh wants to merge 12 commits into
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Support custom metrics for all file formats across web, CLI, and MCP#186kaveenh wants to merge 12 commits into
kaveenh wants to merge 12 commits into
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kaveenh
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type: enhancement
kaveenh
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August 4, 2026 21:02
…s-all-formats # Conflicts: # tests/unit/test_mcp_server.py
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Description
Custom metrics (user-authored
metric()/remedy()scripts) previously only worked with CSV. Web, CLI, and MCP now all load datasets through the same abstraction the built-in metrics already use, so Excel, JSON, NPZ, HDF5, and Parquet work everywhere.Also fixes two bugs found along the way (a path-mangling bug in the CLI's custom-metric fallback, and
remedy()silently never receivingmetric_resultsvia CLI/MCP), unifies the previously-duplicated starter template, and improves the web panel's error messages and UX.What changes are proposed in this pull request?
Checklist: