feat(ingest): record suppressed OCR escalations (what-if-OCR signal)
OCR is the paid, opt-in tier (DOCUMENT_OCR_ENABLED, default off). The per-tier
escalation gate already declines to hop to OCR when it's disabled (the pre-OCR
tier is terminal — no surprise cost), but that left operators blind to how much
OCR demand exists.
evaluate_escalation now returns a structured EscalationDecision:
- "hop" — a higher tier can run; the caller raises EscalateError (queue-hop).
- "suppressed" — the ideal next tier (e.g. ocr) exists but is DISABLED; the caller
indexes the current tier's output as terminal and records the
would-be hop on the new astrolabe_document_escalation_suppressed_total
{from_tier,to_tier,reason} counter instead of hopping.
- None — index as-is (good text, or no such tier at all).
So with OCR off, escalation_suppressed_total{to_tier="ocr"} is the latent OCR
demand an operator weighs before enabling OCR; enabling it converts these into
real document_escalation_total{to_tier="ocr"} hops. next_available_tier gains an
ignore_enabled flag to compute the *ideal* (enabled-gate-ignored) target.
Tests: registry suppressed vs hop vs terminal (incl. structured-hop-not-suppressed
when OCR off but structured available); _parse_pdf_tier records suppressed +
indexes without raising.
Deck #324 (parent #323).
Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>
This commit is contained in:
co-authored by
Claude Opus 4.8
parent
6db48830af
commit
a27ddb2d5a
@@ -28,6 +28,7 @@ from nextcloud_mcp_server.models.deck import DeckCard
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from nextcloud_mcp_server.observability.metrics import (
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record_document_chunks,
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record_document_escalation,
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record_document_escalation_suppressed,
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record_document_parse_failed,
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record_embedding,
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record_embedding_tokens,
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@@ -156,17 +157,35 @@ async def _parse_pdf_tier(
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decision = registry.evaluate_escalation(
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result, content, tier, settings, filename=filename
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)
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if decision is not None:
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to_tier, reason = decision
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record_document_escalation(tier, to_tier, reason)
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if decision is not None and decision.kind == "suppressed":
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# The ideal next tier (e.g. ocr) is disabled, so we do NOT hop: index
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# this tier's output as terminal and record the would-be escalation
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# so operators see the latent demand ("what-if OCR enabled"; #324).
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record_document_escalation_suppressed(
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tier, decision.to_tier, decision.reason
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)
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logger.info(
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"Escalation suppressed for %s %s->%s (reason=%s; %s disabled), "
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"indexing at %s",
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filename or "<bytes>",
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tier,
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decision.to_tier,
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decision.reason,
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decision.to_tier,
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tier,
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)
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elif decision is not None:
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record_document_escalation(tier, decision.to_tier, decision.reason)
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logger.info(
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"Escalating %s %s->%s (reason=%s)",
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filename or "<bytes>",
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tier,
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to_tier,
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reason,
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decision.to_tier,
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decision.reason,
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)
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raise EscalateError(
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from_tier=tier, to_tier=decision.to_tier, reason=decision.reason
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)
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raise EscalateError(from_tier=tier, to_tier=to_tier, reason=reason)
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return result
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