GitHub user PG1204 added a comment to the discussion: RFC: Workflow Performance Profiler - full design & implementation walkthrough
> My general comment is that visual diagrams can make your design easier to > understand. Maybe you can add both diagrams then we can decide? <img width="1713" height="921" alt="image" src="https://github.com/user-attachments/assets/89ea98f4-8fe0-4f4b-9712-c8170382b4fc"; /> Profiler on a HuggingFace Sentiment Analysis workflow (100 rows). The heatmap surfaces HF inference as the bottleneck; RUNTIME_OUTLIER quantifies it at 379.5× the workflow median; LOW_PARALLELISM_HOT_OP explains why (single-worker Python op); and the orange ghost overlay (+ workers (4)) is the canvas-side actionable suggestion. Heatmap + diagnostics + suggestion, all live in one view. Note: for Python/HF ops the ghost's Apply is a no-op today, refer to open question no.7 in the description. GitHub link: https://github.com/apache/texera/discussions/5216#discussioncomment-17212820 ---- This is an automatically sent email for [email protected]. To unsubscribe, please send an email to: [email protected]
