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feat(scan): size portions from measured per-answer cost and isolate the kill culprit
The 7.8 trace showed the completion loss was a sizer death spiral, not expensive families: after two kills the budget fell to 3 sink visits and never recovered, because portions finishing in 25-30 s sat under an assumed 70 s fixed start and read as "no information", so the budget could only shrink. - taint.sc streams each answer's own cost (`ms`); the backend carries it as a reserved `__timing__` list through shards, partitions and reuse. - The sizer budgets predicted seconds from per-family seconds-per-visit rates learned from those costs, and measures the fixed start as the wall time the answers do not explain (median), instead of assuming it. - A kill names its culprit: the first unanswered id in request order. The ids behind it never started and are re-queued at once; the culprit is asked alone after the rest. One that still fails alone after more than a portion's target is reported as `query_too_expensive`, apart from `query_failed`. - Portions grow id by id from the queue head, and a single-portion scan now goes through the queue too, so a kill there re-asks its remainder. - Fix: the reuse wrapper wrapped only `run_batch`, so since 7.8 every portioned query bypassed the graph-reuse cache and its source-root normalization. `run_batch_once` is wrapped too. Co-Authored-By: Claude Opus 5.5 (1M context) <[email protected]> Claude-Session: https://claude.ai/code/session_01EmM1j46qgKMh3zqD1QMwEo
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Claude Opus 5.5
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@@ -621,3 +621,8 @@ def test_the_taint_query_streams_one_line_per_request(tmp_path: Path) -> None:
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assert json.loads(lines[0]).keys() == {"__census__"}
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assembled = extract_payload(done.stdout)
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assert assembled is not None and set(assembled) >= {"0", "1", "__census__"} and "__partial__" not in assembled
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# Every answer reports its own cost, which is what the portioner sizes from and how a kill names the
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# request that was running. Absent, the sizer falls back to guessing from wall time.
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answers = [json.loads(line) for line in lines[1:]]
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assert all(isinstance(a.get("ms"), (int, float)) and a["ms"] >= 0 for a in answers), answers
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assert [t["id"] for t in assembled["__timing__"]] == ["0", "1"]
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