idZddlZddlZddlZddlmZmZddlmZm Z e ejddZ eGddZ Gd d Zy) u Genesis Persistent Context Architecture — Voyager Defense Story 3.02 — Track B Scar-pattern scorer that compares swarm output against known failure patterns in Qdrant L3 (genesis_scars collection). Fail-open on Qdrant unavailability. N) dataclassfield)ListOptionalVOYAGER_BLOCK_THRESHOLDz0.7cLeZdZUdZeed<eeZe e ed<dZ e ed<y) VoyagerScorez/Result of Voyager Defense scar-pattern scoring.score)default_factory matched_scarsF should_blockN) __name__ __module__ __qualname____doc__float__annotations__rlistr rstrr bool2/mnt/e/genesis-system/core/mvfl/voyager_defense.pyr r s'9 L$T:M49:L$rr cNeZdZdZd defdZdedefdZdedefdZ d ede fd Z y) VoyagerDefenseu Pre-release quality gate using scar-pattern matching. Compares output embeddings against known failure patterns in Qdrant. Fails OPEN (not closed) — if Qdrant is unavailable, outputs pass through. Ncollection_namec ||_||_y)N)_client _collection)self qdrant_clientrs r__init__zVoyagerDefense.__init__!s$ *routputreturnc |jtdgdS |j|}|j|}|jj |j |d}|stdgdS|Dcgc]}|j }}|r t|nd}|Dcgc]}t|j}}tt|d||tk\Scc}wcc}w#t$rtdgdcYSwxYw)z Score an output against known failure patterns. Args: output: The swarm output dict to evaluate Returns: VoyagerScore with risk score, matched scar IDs, and block recommendation gF)r r r )r query_vectorlimit) rr _output_to_text _simple_embedsearchrr maxridroundBLOCK_THRESHOLD Exception) r r# output_text embeddingresultsrscores max_score matched_idss rr zVoyagerDefense.score%s << c%P P Q..v6K**;7Ill)) $ 0 0&*G ##ReTT(//!agg/F/'-F 3I.563qtt96K6Iq))&/9  06 Qc%P P Qs6AC)6C):C C)"C$> C) C))DDcg}dD],}|j|}|s|j|d|.|rdj|Stj|ddS)z'Convert output dict to searchable text.)statusresulterror error_type task_type= Ni)getappendjoinjsondumps)r r#partskeyvals rr*zVoyagerDefense._output_to_textQscK -C**S/C uAcU^, -#(sxxETZZ-?-EErtextctj|jj}g}t dD]6}|dz}t ||dz|dzdzddz }|j |dz 8|S)z Generate a simple deterministic embedding for testing. In production, this would use nomic-embed-text or similar. Returns a 768-dim vector based on text hash (for deterministic testing). i go@g?)hashlibsha256encode hexdigestrangeintrB)r rIhvectoribyte_idxrHs rr+zVoyagerDefense._simple_embedZs~ NN4;;= ) 3 3 5s %A2vHa1 hla%78"=EC MM#) $ % r)N aiva_scars) rrrrrr"dictr r r*rr+rrrrrsS+C+*QD*Q\*QXFdFsF#$rr)rosrDrO dataclassesrrtypingrrrgetenvr0r rrrrr_sX (!  ";UCD  OOr