+ iHj?a0t$Rt^RIHt^RIt^RIHt^RIHtH t ]P!] 4t ]!RRR7t R]R&]!R R 04tR R ltR RltRRRR/RRlltR#)a8Ambient session-accounting context for auxiliary LLM calls. Aux calls (vision, compression, title generation, web_extract, session_search, ...) go through ``agent.auxiliary_client`` which has no session handle, so their usage was historically discarded. The agent loop publishes ``(session_db, session_id)`` here (mirroring ``agent.portal_tags``) and the aux client records usage at its single response-validation chokepoint. ContextVar semantics isolate concurrent agents, propagate to worker threads via ``tools.thread_context`` and to asyncio tasks automatically. ) annotationsN) ContextVar)AnyOptionalaux_accounting_context)defaultzContextVar[Optional[tuple]] _accounting moa_referencemoa_aggregatorc V^8dQhRRRR/#) session_dbr session_id Optional[str])formats"9/home/ubuntu/.hermes/hermes-agent/agent/aux_accounting.py __annotate__rs55s5 5cpVe V'g\PR4#\PW34#)zPublish the active session's accounting handles; returns the token for ``reset_accounting_context``. ``None`` handles (no DB / no session id) clear the context. N)rset)r rs&&rset_accounting_contextrs- t$$ ??J3 44rcV^8dQhRR/#)r returnNoner)rs"rrr%strc\PV4R# \d\PR4R#i;i)z@Restore the previous accounting context (pair with ``set_...``).N)rreset Exceptionr)tokens&rreset_accounting_contextr%s0% s  ==providerbase_urlc ,V^8dQhRRRRRRRRRR/#) r responsertaskrr r!rrr)rs"rrr-s=2N2N2N&2N5B2N2N 2Nrc~V'd V\9dR#\P4pVfR#VwrV\VRR4pVfR#^RIHpHp Hp V !V !WrR7V4p V P'gKV P'g9V P'g'V P'gV P'gR#\\VRR4;'gR4;'gRp Rp V!WW#R7pVPe\VP4p ^R IHpT!TP*YaYTT PT PT PT PT PT R 7 R# \ d\"P%R R R 7Lzi;i \ d\"P%RR R 7R#i;i)a}Record an auxiliary response's token usage against the ambient session. Strictly best-effort (accounting must never break an aux call). No-ops outside an agent turn, for main-loop-accounted tasks (``_EXCLUDED_TASKS``), or without usage. The model is read from ``response.model`` (accurate after aux provider fallback); *provider*/*base_url* reflect the originally-resolved route. Nusage)estimate_usage_costnormalize_usagewith_served_service_tier)r modelunknown)r r!z Aux usage cost estimation failedT)exc_info)call_off_event_loop) r*billing_providerbilling_base_url input_tokens output_tokenscache_read_tokenscache_write_tokensreasoning_tokensestimated_cost_usdz&Aux usage recording failed (non-fatal))_EXCLUDED_TASKSrgetgetattragent.usage_pricingr'r(r)r1r2r3r4r5str amount_usdfloatrloggerdebugagent.runtime_session_storer.record_auxiliary_usage)r#r$r r!ctxr r raw_usager'r(r)r&r*estimated_costcostr.s&&$$ rrecord_aux_usagerF-s'Nt. oo ; !$ Hgt4   ff()VX`a    %"5"5"5&&&%*B*B*B%%% GHgr288b9FFY L&uhZD*!&t!7 D  - - EW_++5;N;N#55%JbJb"33   L LL;dL K L N = MNsoF FFF=FFF*F>F F%F+-E.AF."FFFF"F<;F<)__conditional_annotations____doc__ __future__rlogging contextvarsrtypingrr getLogger__name__r>r__annotations__ frozensetr7rrrF)rGs@rrQsy#"   8 $,66NX\+] (]_.>?@52NEI2N"2N2Nr