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allaun
e81caa4a6a
Adds python/spectral_codebook_db.py: sync codebook rows into ene.rrc_predictions on the neon-64gb Postgres (NEON_PG convention from scripts/auto/auto_pipeline.py, default research_stack DB). - Row shape (flat, SQL-typed, Spark-JDBC readable): equation_id, proxy_pred = cluster codeword C0..C8, exact_pred = shape from exact lambda under CURRENT ClassifyN.lean thresholds (1.5/4.0 Q16.16, integer semantics mirrored), matrix_hash = 'charpoly=<c1..c8>;pos10=<base-10 positional hash>' (similarity + injective identity keys), confidence = 1.0 unique fingerprint / 1/k in k-way charpoly collision class; deterministic uuid5 ids so reruns upsert idempotently. - SAFE BY DEFAULT: dry run prints summary + sample SQL and writes nothing; --apply required to insert (psycopg2, with --emit-sql data/spectral_codebook_sync.sql fallback when the driver is absent). --apply has NOT been run; live DB untouched. --verify-schema does a read-only column check; schema verified offline against scripts/auto/ene_schema.sql in tests (live check left to the user per the ask-before-DB-work rule). - spectral_codebook.py gains --sync-db (always dry-run from that entry point). Dry-run counts: 250 rows; C0=35 C1=20 C2=13 C3=79 C4=29 C5=15 C6=22 C7=19 C8=18; Logogram=69 Signal=131 CognitiveLoad=50; 183 rows at confidence 1.0. - docs: 'Neon data layer' section — ENE table map, stale ene.rrc_classifications finding (120 rows with artifact spectral radii 0.3-0.85 predating the exact-eigenvalue fix; recommend re-classification via this codebook), empty landing tables, Spark JDBC snippet, arxiv-pg (podman-exec only) citation layer note. - tests: 8 new dry-run/no-network tests (23 total). Co-Authored-By: Claude Fable 5 <noreply@anthropic.com> |
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| .. | ||
| adversarial_review | ||
| build_logs | ||
| concept_map | ||
| first_principles | ||
| fundamental_math | ||
| refactor | ||
| research | ||
| reviews | ||
| ARCHITECTURE.md | ||
| avm_isa_audit.md | ||
| avm_ports_audit.md | ||
| cartan_dna_derivation.md | ||
| cartan_fingerprint.md | ||
| CLAIMS_STATUS.md | ||
| FIX_DESIGN.md | ||
| gemma4_pdf_benchmark.md | ||
| generate_porting_candidates.py | ||
| generate_project_map.py | ||
| generate_research_stack_usage_map.py | ||
| GLOSSARY.md | ||
| GLOSSARY_ALLOWLIST.md | ||
| GOORMAGHTIGH_SPECTRAL.md | ||
| hachimoji_torsor_consequences.md | ||
| helical_encoding.md | ||
| hopf_ingest_bridge.md | ||
| hopf_portability_criterion.md | ||
| milestone_avm_11_port_coverage.md | ||
| noether_route.md | ||
| PROJECT_MAP.json | ||
| PROJECT_MAP.md | ||
| research_stack_usage_graph_thumb.png | ||
| rossby_e8_completion_roadmap.md | ||
| rotational_wave_braid_correspondence.md | ||
| SPECTRAL_CODEBOOK_ANALYSIS.md | ||
| SPECTRAL_CODEBOOK_GENERATOR.md | ||
| THEOREM_STACK.md | ||
| transform_series.md | ||
