+ iHjRt^RIHt^RIt^RIt^RIHtHtHt^RI H t ]P!] 4t RtRt!RR4tR#) zgPre-LLM summary skips for ContextCompressor: compact deterministically without calling a summary model.) annotationsN)AnyDictList)estimate_messages_tokens_roughg?_fallback_probe_atcJ]tRt^tRtRRltRRltRRltRR ltR t R #) PreLlmSkipMixinzSDecides, before the summary call, whether compress() should skip the summary model.c V^8dQhRRRR/#)atfloatreturnNone)formats"D/home/ubuntu/.hermes/hermes-agent/agent/context_compressor_prellm.py __annotate__PreLlmSkipMixin.__annotate__s   4 c |WP8XdR#WnTPRR\T;'gR/4R#)zSet the summary-model probe deadline, persisting on change only (0 = unarmed) so a rebuilt compressor resumes the bench window instead of restarting it (same contract as #100185).Npatch_session_model_configsummary-model probe deadline)r_durable_write#_FALLBACK_PROBE_AT_MODEL_CONFIG_KEY)selfr s&&r_set_fallback_probe_at&PreLlmSkipMixin._set_fallback_probe_ats? (( ( "$  (*HKnprpzpzvzJ{ rcV^8dQhRR/#)r rrr)rs"rrr!s   rc  DVPRRR\R\R4R#)rget_session_model_config_valuerN) _load_durabler r)rs&r_load_fallback_probe_at'PreLlmSkipMixin._load_fallback_probe_at!s#  "BDb 3;S rc V^8dQhRRRR/#)r telemetrydict[str, Any]rboolr)rs"rrr's~$rc  VP^8dVPR4R#\P!4pVP'dVW P8dFVPR4VP'g!\ P RVP4R#VP'd#VPV, VP8d"VPW P,4RVnRVR&VP'g=\ PRVP\RVPV, 44R#)zPre-LLM skip while two summaries in a row fell back: compact deterministically instead of paying for a summary model that keeps failing (#63008). One probe per recovery window; a healthy summary resets the streak, another fallback benches it again.r!FzQCompression: probing the summary model again after %d fallback summaries in a rowTsummary_model_benched failure_classuCompression: %d fallback summaries in a row — skipping LLM summarization, proceeding with deterministic message dropping. Next summary-model probe in %.0fs.) _fallback_compression_streakrtimer quiet_modeloggerinfo_ANTI_THRASH_RECOVERY_SECONDS_last_feasibility_skipwarningmax)rr&nows&& r_fallback_streak_skip%PreLlmSkipMixin._fallback_streak_skip's  , ,q 0  ' ' ,iik  " " "s.E.E'E  ' ' ,??? g55&&&$*A*AC*G$JlJl*l  ' '.P.P(P Q&*#%< /" NNU113sD'>  r)rr2N) __name__ __module__ __qualname____firstlineno____doc__rr#r6rF__static_attributes__rrrr r s]  :rr )rL __future__rloggingr-typingrrragent.model_metadatar getLoggerrHr/rCrr rrrrSsDm" ""?   8 $ %)!&:#HHr