feat(dla): M6 — business glossary + pattern catalog + feedback loop - #10
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Ported the M6 work onto the apps/dla workspace layout (imports repointed to auropro-core logging and auropro-llm gateway). - Glossary: recurring-token extractor + LLM definer (INSUFFICIENT_SIGNAL when unsure) + glossary_v1 prompt + dla glossary build; idempotent, SME-preserving - Patterns: pure-Python detectors (star/snowflake/junction/audit) over an in-memory schema graph (no DB) + dla patterns detect - Feedback loop: confirmed glossary terms feed a column's describe grounding, re-drafting columns that use the term - Schema: GlossaryEntryPayload + PatternPayload + PatternType (reader dispatch); ThresholdsConfig glossary_min_recurrence + glossary_stop_tokens - Tests: glossary extraction/definition/feedback, pattern detection (+ no-DB guard), deterministic glossary + pattern evals 138 apps/dla tests pass; ruff + mypy clean.
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Brings M6 onto the new workspace layout (
apps/dla).What
dla glossary build): extracts recurring name tokens, drafts a one-line definition per term via the LLM gateway, returnsINSUFFICIENT_SIGNALwhen usages don't support a confident definition; idempotent and SME-preserving.dla patterns detect): pure-Python detectors — star, snowflake, junction, audit-columns — over an in-memory schema graph (no DB connection).ai-drafted-edited/sme-authored) feeds the affected columns'describegrounding, so confirming a term re-drafts those descriptions on the next run (SME edits stay protected).GlossaryEntryPayload,PatternPayload,PatternType;ThresholdsConfiggains glossary knobs.Migration notes
auropro_core.loggingandauropro_llm.gateway; no new dependencies (openpyxl/rapidfuzz already present).Tests