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…y lookup Co-authored-by: giauphan <122676967+giauphan@users.noreply.github.com>
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…y lookup Co-authored-by: giauphan <122676967+giauphan@users.noreply.github.com>
💡 What: Optimized the topological sort in the
trace_feature_flowtool by pre-calculating anoutgoingEdgesMap.🎯 Why: Previously, the algorithm iterated over all
dedupLinksto find outgoing edges for every node processed in the queue, resulting in an O(V*E) time complexity. By pre-calculating the adjacency list, the lookup becomes O(1), improving the overall topological sort complexity to O(V+E).📊 Impact: Significantly speeds up feature flow generation for complex traces with many nodes and edges.
🔬 Measurement: Verify by executing
pnpm testand observing performance on large MCP graph queries.PR created automatically by Jules for task 12173890287523833413 started by @giauphan