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feat(manual-import): add turn_index column to manual run CSV output - #105

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aas008 wants to merge 4 commits into
openshift-psap:mainfrom
aas008:feat/turn-index-manual-import
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aas008 wants to merge 4 commits into
openshift-psap:mainfrom
aas008:feat/turn-index-manual-import

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@aas008 aas008 commented Oct 6, 2026 •

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Summary

Companion to #101. Adds turn_index as an empty string for aggregate rows in the manual import script so CSVs produced by import_manual_runs_json_v2.py are schema-compatible with the dashboard's per-turn logic.

Changes

  • import_manual_runs_json_v2.py: Add "turn_index": "" to the returned row dict (aggregate rows only; per-turn rows with turn_index=0/1/2 are generated by the Forge pipeline when request-level data is available)
  • README.md: 52 → 53 columns, add turn_index to column table at position Add S3 automation for dynamic CSV data loading #7, clarify that manual import produces aggregate rows only

Why empty string, not per-turn rows?

The Forge pipeline (PR #215) generates per-turn rows from the trimmed benchmarks.json request-level data. The manual import script reads the same JSON but doesn't have access to per-request turn_index data in a way that maps cleanly to the per-turn CSV schema — that transformation belongs in the Forge postprocessing path. The empty turn_index ensures the dashboard correctly treats all manual-import rows as aggregate rows.

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Summary by CodeRabbit

  • New Features
    • Manual-import benchmark output now includes a turn_index column, which is empty for aggregate rows. Per-turn rows are generated by the Forge pipeline when benchmark data includes turn-index information.
    • The new column appears between prefix_caching and turns in the output.
  • Documentation
    • Updated the documented output schema to include 53 columns and clarify how turn_index is populated.

Add turn_index as empty string for aggregate rows so manually-imported
CSVs are schema-compatible with the dashboard's per-turn logic (PR openshift-psap#101).
Per-turn rows (turn_index=0/1/2) are generated by the Forge pipeline
when request-level turn data is preserved in the benchmark JSON.

Update README: 52 → 53 columns, add turn_index to column table (openshift-psap#7),
clarify that manual import produces aggregate rows only.

Co-Authored-By: Claude Sonnet 4.6 (1M context) <noreply@anthropic.com>
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  • manual_runs/scripts/vllm/import_manual_runs_json_v2.py
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📝 Walkthrough

Walkthrough

The vLLM manual importer now adds an empty turn_index field to processed benchmark rows. The README documents the field, its position in the 53-column output schema, and when the Forge pipeline generates per-turn rows.

Changes

Manual import output

Layer / File(s) Summary
Add and document turn_index
manual_runs/scripts/vllm/import_manual_runs_json_v2.py, manual_runs/scripts/vllm/README.md
Processed benchmark rows include an empty turn_index value. The README documents the column and states that Forge generates per-turn rows when benchmark JSON includes turn_index data.

Priority: ⬇️ Low

Estimated code review effort: 2 (Simple) | ~5 minutes

Change: Feature

Merge Risk: ⚪ Minimal · up to 428e3

New manual-import rows include the documented empty turn_index column. No actionable merge risk remains after normal checks.

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Check name Status Explanation
Description Check ✅ Passed Check skipped - CodeRabbit’s high-level summary is enabled.
Title check ✅ Passed The title clearly describes the main change: adding a turn_index column to manual run CSV output.
Docstring Coverage ✅ Passed Docstring coverage is 100.00% which is sufficient. The required threshold is 80.00%. Docstring coverage is scoped to functions touched by this diff. Analyzed 2 functions across 1 files.
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aas008 and others added 2 commits October 6, 2026 16:32
Row numbering was corrupted by the previous renumber script — TP and
measured concurrency both landed at row 9. Fix: turn_index=7, TP=8,
measured concurrency=9, continuing sequentially to request_type=53.

Co-Authored-By: Claude Sonnet 4.6 (1M context) <noreply@anthropic.com>
The script emits turn_index right before turns in the output dict.
The README should reflect actual output order, not the RHAIIS schema
field position (which pandas aligns by name on concat anyway).

turn_index: openshift-psap#49, turns: openshift-psap#50, prefix_tokens: openshift-psap#51, prefix_count: openshift-psap#52,
request_type: openshift-psap#53.

Co-Authored-By: Claude Sonnet 4.6 (1M context) <noreply@anthropic.com>

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Actionable comments posted: 1


  • 🪄 Fix CodeRabbit comments on this PR
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Inline comments:
Review comments at @manual_runs/scripts/vllm/import_manual_runs_json_v2.py:
- Line 208: Add turn_index to the fixed CSV fieldnames list before turns so
column selection retains the new row key in the export.

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Comment thread manual_runs/scripts/vllm/import_manual_runs_json_v2.py
The turn_index key was added to the result dict but missing from the
fieldnames list passed to combined_df[fieldnames], so pandas silently
dropped it. CSV output now has 53 columns as the README states.

Co-Authored-By: Claude Sonnet 4.6 (1M context) <noreply@anthropic.com>
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