feat(awooop): classify callback trace gaps
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@@ -738,6 +738,20 @@ def _callback_reply_audit_summary_from_row(
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top_missing_trace_prefixes = _reply_markup_gap_prefixes_from_value(
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row.get("outbound_reply_markup_missing_trace_ref_top_prefixes")
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)
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missing_trace_total = _safe_int(
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row.get("outbound_reply_markup_missing_trace_ref_total")
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)
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missing_trace_recent_1h = _safe_int(
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row.get("outbound_reply_markup_missing_trace_ref_recent_1h_total")
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)
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missing_trace_recent_24h = _safe_int(
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row.get("outbound_reply_markup_missing_trace_ref_recent_24h_total")
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)
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trace_gap_status, trace_gap_next_action = _trace_ref_gap_decision(
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total=missing_trace_total,
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recent_1h=missing_trace_recent_1h,
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recent_24h=missing_trace_recent_24h,
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)
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if callback_total <= 0:
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snapshot_status = "no_callback"
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@@ -785,18 +799,18 @@ def _callback_reply_audit_summary_from_row(
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"outbound_reply_markup_missing_incident_ref_latest_sent_at": row.get(
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"outbound_reply_markup_missing_incident_ref_latest_sent_at"
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),
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"outbound_reply_markup_missing_trace_ref_total": _safe_int(
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row.get("outbound_reply_markup_missing_trace_ref_total")
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"outbound_reply_markup_missing_trace_ref_total": missing_trace_total,
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"outbound_reply_markup_missing_trace_ref_recent_1h_total": (
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missing_trace_recent_1h
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),
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"outbound_reply_markup_missing_trace_ref_recent_1h_total": _safe_int(
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row.get("outbound_reply_markup_missing_trace_ref_recent_1h_total")
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),
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"outbound_reply_markup_missing_trace_ref_recent_24h_total": _safe_int(
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row.get("outbound_reply_markup_missing_trace_ref_recent_24h_total")
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"outbound_reply_markup_missing_trace_ref_recent_24h_total": (
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missing_trace_recent_24h
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),
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"outbound_reply_markup_missing_trace_ref_latest_sent_at": row.get(
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"outbound_reply_markup_missing_trace_ref_latest_sent_at"
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),
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"outbound_reply_markup_trace_ref_gap_status": trace_gap_status,
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"outbound_reply_markup_trace_ref_gap_next_action": trace_gap_next_action,
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"outbound_reply_markup_missing_incident_ref_top_prefixes": (
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top_missing_prefixes
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),
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@@ -822,6 +836,22 @@ def _callback_reply_audit_summary_from_row(
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}
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def _trace_ref_gap_decision(
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*,
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total: int,
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recent_1h: int,
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recent_24h: int,
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) -> tuple[str, str]:
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"""Classify reply_markup messages without any source_refs into operator actions."""
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if total <= 0:
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return "clean", "none"
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if recent_1h > 0:
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return "active_gap", "inspect_recent_outbound_source_refs"
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if recent_24h > 0:
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return "recent_backlog", "watch_24h_decay"
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return "legacy_backlog", "backfill_or_archive_legacy_callbacks"
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def _reply_markup_gap_prefixes_from_value(value: Any) -> list[dict[str, Any]]:
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if not isinstance(value, list):
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return []
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