`gj TdZddlmZddlmZmZddlmZdd ddZy) z6User-facing summaries for manual compression commands.) annotations)AnySequence)redact_sensitive_textN)compression_statect|}t|}t|t|k(}|duxrt|dddu}|duxrt|dddu} | t|ddnd} t| tr| j sd} |rd|d} n| r d |d |d } n|rd |d } n d |d |d } |r ||k(rd|dd} n d|dd|dd} d} |rd} nS| rCt|dd}t|t rt|trt||z d}d|d} n|s ||kr||kDrd} | r&|s| r"t| j d}| d|} ||| | | | dS)z>Return consistent user-facing feedback for manual compression.N_last_compress_abortedFT_last_summary_fallback_used_last_summary_errorzCompression aborted: z messages preservedzCompressed with fallback: u → z messageszNo changes from compression: z Compressed: zApprox request size: ~,z tokens (unchanged)u → ~z tokensz4Summary generation failed; no messages were removed._last_summary_dropped_countrzLSummary generation failed; Hermes used limited fallback context and removed z message(s).zrNote: fewer messages can still raise this estimate when compression rewrites the transcript into denser summaries.)forcez Reason: )noopaborted fallback_usedheadline token_linenote) lenlistgetattr isinstancestrstripintboolmaxr)before_messagesafter_messages before_tokens after_tokensr before_count after_countrrrfailure_reasonrrr dropped_count safe_reasons T/root/.hermes/venv/lib/python3.12/site-packages/agent/manual_compression_feedback.pysummarize_manual_compressionr( s'Ln%K  4#8 8D% P %'? G4 O % U %'De LPT T  ( !#8$?  nc *.2F2F2H*<.8KL (eK= R  2<. J!,u[MK --mA->>QR %]1$56Qw (  DE  M (/ 7 kL0\M5Q I 7m,N,@,@,B$O y .&   ) rSequence[dict[str, Any]]rr*r rr!rrrreturnzdict[str, Any]) __doc__ __future__rtypingrr agent.redactrr(r)r'r1sZ<" ." P-P,PP P  PPr)