61 lines
4.0 KiB
Plaintext
61 lines
4.0 KiB
Plaintext
|
o
|
|||
|
|
R‰Úi� ã @ s: d Z ddlmZmZ ddlmZmZmZ G dd„ dƒZdS )u=
|
|||
|
|
ç«žæ ‡è¯„ä¼°å™¨ - 评估Agentç«žæ ‡ï¼Œé€‰æ‹©æœ€ä½³æ‰§è¡Œè€…
|
|||
|
|
é )ÚDictÚListé )ÚBidÚTaskÚ AgentProfilec @ s’ e Zd ZdZdd„ Zddedededefd d
|
|||
|
|
„Z d e
|
|||
|
|
defd d
|
|||
|
|
„Z de e de
|
|||
|
|
e
|
|||
|
|
ef defdd„Zde e de
|
|||
|
|
e
|
|||
|
|
ef de
|
|||
|
|
de e fdd„ZdS )Ú BidEvaluatoru ç«žæ ‡è¯„ä¼°å™¨c C s ddddddœ| _ d S )Ng333333Ó?gš™™™™™É?çš™™™™™¹?©Ú
|
|||
|
|
capabilityÚ
|
|||
|
|
confidenceÚtime_efficiencyÚapproach_qualityÚ
|
|||
|
|
historical©Úweights©Úself© r úS/home/xian/.openclaw/workspace-coder/works/multi-agent-bidding/app/bid_evaluator.pyÚ__init__ s ûzBidEvaluator.__init__é, ÚbidÚagentÚmax_timeÚreturnc sh i }|j |d< |j|d< tdd|j| ƒ|d< ˆ |j¡|d< |j|d< t‡ fdd „| ¡ D ƒƒ}|S )
|
|||
|
|
uØ
|
|||
|
|
评估å�•ä¸ªç«žæ ‡
|
|||
|
|
|
|||
|
|
Args:
|
|||
|
|
bid: ç«žæ ‡ä¹¦
|
|||
|
|
agent: Agent档案
|
|||
|
|
max_time: 最大�接�时间
|
|||
|
|
|
|||
|
|
Returns:
|
|||
|
|
综�得分 0-1
|
|||
|
|
r r r r r
|
|||
|
|
r r c 3 s" � | ] \}}ˆ j | | V qd S )Nr )Ú.0ÚkÚvr r r Ú <genexpr>3 s
|
|||
|
|
€ ÿ
|
|||
|
|
ÿz,BidEvaluator.evaluate_bid.<locals>.<genexpr>) Úcapability_matchr ÚmaxÚestimated_timeÚ_rate_approachÚapproachÚ success_rateÚsumÚitems)r r r r ÚscoresÚ final_scorer r r Ú evaluate_bid s
|
|||
|
|
|
|||
|
|
|
|||
|
|
þzBidEvaluator.evaluate_bidr$ c C s~ d}d|v s d| ¡ v r|d7 }d|v s d|v s d| ¡ v r"|d7 }t|ƒdkr,|d7 }d |v s6d
|
|||
|
|
| ¡ v r:|d7 }t|d ƒS ) u 评估方案质é‡�g à?u å¤‡é€‰Ú alternativer u 错误u 异常Úerroréd u æ¥éª¤Ústepg ð?)ÚlowerÚlenÚmin)r r$ Úscorer r r r# : s
|
|||
|
|
zBidEvaluator._rate_approachÚbidsÚagentsc s¶ |sddi fS i ‰ |D ]/}| |j¡}|r:| ||¡}||||j|jtdd|jd ƒ| |j¡|j dœdœˆ |j
|
|||
|
|
< q ˆ sBddi fS tˆ ¡ ‡ fdd„d �}ˆ | }|d
|
|||
|
|
|d ˆ fS ) uÊ
|
|||
|
|
é€‰æ‹©æœ€ä½³ç«žæ ‡
|
|||
|
|
|
|||
|
|
Args:
|
|||
|
|
bids: ç«žæ ‡åˆ—è¡¨
|
|||
|
|
agents: Agent档案å—å…¸
|
|||
|
|
|
|||
|
|
Returns:
|
|||
|
|
(best_bid, best_agent, scores_dict)
|
|||
|
|
Nr r r r
|
|||
|
|
)r2 r r Údetailsc s ˆ | d S )Nr2 r )r ©r( r r Ú<lambda>y s z.BidEvaluator.select_best_bid.<locals>.<lambda>)Úkeyr r ) ÚgetÚagent_idr* r r r! r" r# r$ r% ÚidÚkeys)r r3 r4 r r r2 Ú best_bid_idÚbestr r6 r Úselect_best_bidP s.
|
|||
|
|
|
|||
|
|
û ü€
|
|||
|
|
z BidEvaluator.select_best_bidÚselected_agent_idc C sb g }|D ] }|j |kr | |j ¡}|r | ||¡}| ||f¡ q|jdd„ dd� dd„ |D ƒS )u
|
|||
|
|
获�备选Agent列表（按得分排�）
|
|||
|
|
|
|||
|
|
Args:
|
|||
|
|
bids: ç«žæ ‡åˆ—è¡¨
|
|||
|
|
agents: Agent档案å—å…¸
|
|||
|
|
selected_agent_id: 已选择的AgentID
|
|||
|
|
|
|||
|
|
Returns:
|
|||
|
|
备选Agent列表
|
|||
|
|
c S s | d S )Nr r )Úxr r r r7 ™ s z0BidEvaluator.get_backup_agents.<locals>.<lambda>T)r8 Úreversec S s g | ]\}}|‘qS r r )r ÚaÚsr r r Ú
|
|||
|
|
<listcomp>› s z2BidEvaluator.get_backup_agents.<locals>.<listcomp>)r: r9 r* ÚappendÚsort)r r3 r4 r@ Úbackupr r r2 r r r Úget_backup_agents~ s
|
|||
|
|
€z BidEvaluator.get_backup_agentsN)r )Ú__name__Ú
|