ijR1dZddlmZddlmZmZmZmZddlm Z m Z ddl Z ddl Z ddl mZmZmZddlmZmZddlmZdd lmZmZmZmZmZGd d eeZe d d GddZe d d GddZe d d GddZ e d d GddZ!GddZ"dS)z Autonomous Agent Decision Core for FreeExile. Translates real-time ServerEngineLoop perception into authoritative game actions: Movement, Skill Execution (with Five Elements counter), Phantom Evasion i-frame, and Ground Loot Collection. )Enum)DictListOptionalAny) dataclassfieldN)ServerEngineLoopClientMoveCommandClientSkillCommand) CombatEngine CombatActor) FiveElements)AgentActionTypeLLMProviderTypeLLMProviderConfigTacticalActionDecisionLLMProviderClientRouterceZdZdZdZdZdZdS)TacticalStanceBALANCED AGGRESSIVE DEFENSIVETREASURE_HUNTERN)__name__ __module__ __qualname__rrrr9C:\Projects\FreeExile\server\agent\agent_decision_core.pyrrs"HJI'OOOrrT)slotsfrozencVeZdZUeed<eed<eed<eed<eed<eed<eed<dS) PerceivedEntity entity_idxydistancehpmax_hpelementN)rrrint__annotations__floatrrrr r$r$!sTNNN HHH HHHOOO III MMM rr$cLeZdZUeed<eed<eed<eed<eed<eed<dS) PerceivedDropdrop_iditem_idr&r'r(rarityN)rrrstrr-r.r,rrr r0r0,sF LLL LLL HHH HHHOOO KKKKKrr0ceZdZUeed<eed<eed<eed<eed<eed<eed<eed<eeed <ee ed <d S) AgentPerceptionSnapshot player_idplayer_xplayer_yplayer_z current_hpr*hp_ratior+nearby_entities nearby_dropsN) rrrr,r-r.rrr$r0rrr r6r66sNNNOOOOOOOOO MMMOOO /****}%%%%%%rr6ceZdZUeed<dZeeed<dZeeed<dZ ee ed<dZ ee ed<dZ ee ed<dZe ed <dS) AgentActionPlan action_typeNtarget_entity_idskill_idtarget_xtarget_ytarget_drop_id reasoning)rrrrr-rBrr,rCrDr.rErFr4rHrrr r@r@Ds    &*hsm***"Hhsm""" $Hhuo$$$ $Hhuo$$$$(NHSM(((Isrr@c 0eZdZdZejejejejejejej ejejej iZ de j fde deede ddfdZdd ed ed ed ed e ddf dZd eddfdZdedefdZdedefdZ ddedededdfdZdS)AgentDecisionCorez Tactical Brain driving an autonomous character. Features dual-layer cognition: - Layer 1: High-level tactical evaluation & stance control. - Layer 2: 30Hz Authoritative reflex dispatcher. Nr7provider_configstancereturnc||_|pttj|_||_i|_d|_t|_ d|_ dS)N)providerru4Khởi tạo thần niệm phân thân thành công.) r7rrLOCAL_TACTICALrKrL ground_dropssequence_counterr llm_router last_thought)selfr7rKrLs r __init__zAgentDecisionCore.__init__`sg (2A3 EV$3F F F '- 79%&3J3L3L!Wrr1r2r&r'r3c&|||||d|j|<dS)N)r1r2r&r'r3)rQ)rUr1r2r&r'r3s r register_ground_dropz&AgentDecisionCore.register_ground_dropps+ & & '"""rc<|j|ddSN)rQpop)rUr1s r remove_ground_dropz$AgentDecisionCore.remove_ground_dropys! gt,,,,,renginec |j|j}|jj|j}|r|jnd}|r|jnd}|j|jd}|r|jnd}|r|j nd}|dkr||z nd} |r|j n tj } g} |j D]\} } | |jkr|jj| }|r |jdkr>| j|z }| j|z }tj||}| t#| | j| j||j|j |j | dg}|j D]p\}}|d|z }|d|z }tj||}|t)||d |d|d||d  q|d t+|j|||||| | | | S)zCExtracts spatial and tactical context from the authoritative world.gg@@r)r%r&r'r(r)r*r+c|jSr[)r()es r z4AgentDecisionCore.build_perception..sajr)keyr&r'r2r3)r1r2r&r'r(r3c |j |jfSr[)r3r()ds r rbz4AgentDecisionCore.build_perception..sQXIqz+Br) r7r8r9r:r;r*r<r+r=r>)active_entitiesgetr7 combat_engineactorsr&r'entity_z_levelsr;r*r+rKIMitemsmathhypotappendr$sortrQr0r6)rUr^ player_entity combat_actorpxpypzcur_hpr*r<elemperceived_entitiesent_identactordxdydistperceived_dropsd_idres r build_perceptionz"AgentDecisionCore.build_perception|s.224>BB +266t~FF - 6]__3 - 6]__3  # ' ' < <,8D((f(4@$$&&,qjj6F??c'3I|##9I57!17799  KFC''(/33F;;E E,11BB:b"%%D  % %o %%#| '''     $8$899902(..00  GD!3"B3"B:b"%%D  " "=) C&C&{ $$$     !B!BCCC&n.(    r perceptioncZ|jdkre|jr:|jdjdkr$d}||_t t j|Sd}||_t t j|S|jtj krS|j rL|j d}d|j d}||_t t j |j|j|j| S|jr|jd}|jd krs|j|jt(j}d |jd |jjd |jd}||_t t j|jd|Sd|jd|jdd}||_t t j|j|j|j|S|j rL|j d}d|j d}||_t t j |j|j|j| Sd|_t t j|jS)aM Determines the immediate authoritative action for this tick. Follows priority: 1. Emergency survival reflex (HP < 25%) 2. Treasure Hunter stance high-value loot priority 3. Combat engagement (approaching target or casting skill) 4. Normal Loot pickup 5. Idle / Patrol g?rg@udSinh mệnh nguy kịch (<25%). Kích hoạt Huyễn Ảnh Bộ né tránh sát thương tức thì!)rArHuZSinh mệnh thấp. Tự động phục dụng Hoàn Hồn Đan hồi phục khí huyết.uPhát hiện thần thạch u9. Ưu tiên tiến tới thu thập vào Kỳ Trân Các.)rArFrDrErHg @u Mục tiêu #u thuộc tính u. Vận chuyển tâm pháp u xuất chiêu khắc chế.rW)rArBrCrHuTiếp cận quái #u (khoảng cách z.1fzm).)rArBrDrErHuNhặt vật phẩm rơi: .uDKhu vực an toàn. Thần niệm duy trì tuần tra cảnh giới.)r<r=r(rTr@rDODGE USE_POTIONrLrrr>r2LOOTr1r&r'ELEMENT_COUNTERSrgr+rrkr%name ATTACK_SKILL MOVE_TOWARDSIDLE)rUrreasontop_droptarget counter_elems r evaluate_tick_actionz&AgentDecisionCore.evaluate_tick_actions   % %) j.H.K.TWZ.Z.Z$*!& / 5$rF &D "+6   ;.8 8 8Z=T 8!.q1HH4DF &D "+0'/!!    % /2F#%%#488IYZZ aF$4aaV^EXaa1=1Baaa%+!& / <%+%5$ l0@kkSYSbkkkk$*!& / <%+%5#X#X$   " !.q1HE(2BEEEF &D "+0'/!!  c','    r镲 ?plandtc h|xjdz c_ttjdz}|jtjtjfvr|j|j }|r|j |j dS|j |j z }|j |j z }tj||}|dkr^|jtjkrdnd} ||z | z} ||z | z} t!|j | | |j|} || dSdS|jtjkr|j|jj|j } | r| jn t.j}| r| jnd}t5|j |j|jpd|d z||j| }||dSdS|jtjkr||j | dS|jtjkr#|j r|!|j dSdSdS) zHTransforms the high-level plan into authoritative server queue commands.rWiNgMbP?gg?)r%dir_xdir_ysequence timestamp_msgI@g?) attacker_id target_idrC raw_damager+rr)r%r)"rRr,timerArr MOVE_AWAYrfrgr7rDrEr&r'rmrnr queue_move_commandrrBrhrir+rrk base_attackr rCqueue_skill_commandr queue_evasionrrFr])rUrr^rnow_ms player_entr|r}r~ multiplierrrcmdrrrwbase_atk skill_cmds r dispatch_plan_to_serverz)AgentDecisionCore.dispatch_plan_to_serversp "TY[[4'((   WX X X/33DNCCJ !6$-:O-B-B:b"%%De||%)%59R%R%RTTX[ dj0dj0'"n!2!' ))#.....| != = =$0%3:>>t~NN /;Q|++AQ7CM<33. $"3!]/a'#~ !2!' **95555510  !6 6 6  4> O O O O O  !5 5 5" =''(;<<<<<6 5 = =r)rW)r)rrr__doc__rMOCrkTHOTHUYHOArrrr,rrrVr4r.rYr]r r6rr@rrrrr rJrJOs ,*,*<+,+,* 8rsw,,,,,,,,,,,,(((((((( \\\\\\\\\\99999999------(((((S$((( d###$# d###$# d### & & & & & & &$# & d###$#==========r