o
    ~j                     @  sB  d Z ddlmZ ddlZddlZddlZddlZddlZddlm	Z	m
Z
mZmZ ddlZddlmZ ddlmZ ejejeZejde ee e  ddlmZ ddlmZ dd	lmZ dd
lm Z m!Z!m"Z" e#dZ$d(ddZ%d)ddZ&d*ddZ'd*ddZ(d+ddZ)d,d-d#d$Z*d.d%d&Z+e,d'kre-e+ dS )/zBackfill LeadSquared activities for already analyzed calls.

Normal orchestration pushes to LSQ only immediately after analytics completes.
Use this utility to retry analyzed calls whose push was skipped earlier.
    )annotationsN)AnyDictIterableOptional)load_dotenv)
DictCursor)Config)DatabaseHandler)LeadSquaredService)_lsq_build_activity_payload_lsq_resolve_prospect_id_push_leadsquared_activitiespush_lsq_backfillreturnDict[str, Any]c                   C  s   dd t tD S )Nc                 S  s    i | ]}|  r|tt|qS  )isuppergetattrr	   ).0keyr   r   </home/aiteam/pcaa-dev/dashboard-backend/push_lsq_backfill.py
<dictcomp>&   s     z _config_dict.<locals>.<dictcomp>)dirr	   r   r   r   r   _config_dict%   s   r   valuer   c                 C  sN   t | tr| S | si S zt| }t |tr|W S i W S  ty&   i  Y S w N)
isinstancedictjsonloads	Exception)r   parsedr   r   r   _parse_json)   s   

r#   rowc                 C  sl   t | d}dD ]}| |d ur ||d u r | |||< q	| dr4|dd u r4| d|d< |S )Nraw_response)summaryquality_score	sentimentcall_purposeobjections_concernsobjection_typetalk_listen_ratior&   overall_summary)r#   get)r$   analysisr   r   r   r   _analysis_from_row5   s   	r0   c                 C  s^   |  d|  dp
d|  dpd|  d|  d|  d|  d|  d|  d|  dd	
S )
Ncallid	directioninbound	agentname agent_callinfocustomer_callinfocall_starttime)
r1   r2   r4   callfromcalltoclicktocalldidcustomer_phoner6   r7   r8   )r.   )r$   r   r   r   _call_from_rowG   s   r=   pymysql.Connectionc                	   C  s<   t jtdttddtdtdtddtdS )	NDB_HOSTDB_PORT3306DB_USERDB_PASSWORDDB_NAMEutf8mb4)hostportuserpassworddatabasecharsetcursorclass)pymysqlconnectosgetenvintr   r   r   r   r   _db_connectV   s   rR   bidstrlimitrQ   r1   Optional[str]Iterable[Dict[str, Any]]c              	   C  s   d}| |  d| }| |  d| }g }d}|r#|d7 }| | | | d| d| d| d	}t 0}	|	 }
|
|| |
 pHg W  d    W  d    S 1 sZw   Y  W d    d S 1 sjw   Y  d S )
N`
_raw_calls_callanalyticszr.status = 3z AND r.callid = %sa0  
        SELECT
            r.callid, r.agentname, r.agent_callinfo, r.customer_callinfo, r.direction,
            r.call_starttime, a.raw_response, a.summary, a.quality_score,
            a.sentiment, a.call_purpose, a.objections_concerns,
            a.objection_type, a.talk_listen_ratio
        FROM z r
        INNER JOIN z( a ON a.callid = r.callid
        WHERE z=
        ORDER BY r.call_starttime DESC
        LIMIT %s
    )appendrR   cursorexecutefetchall)rS   rU   r1   q	raw_tableanalytics_tableparamswherequeryconnr\   r   r   r   _load_candidatesb   s0   



"rf   c                  C  s  t  } | jddd | d | jdtdd | jdd	d
 |  }tjtjdd tt	 }|
|jdp8i }|dp?i }|dpFi }||jdpOi }t|d|d|ddd}d}d}	t|j|j|jD ]a}
t|
}t|
}t|||||jd}|s|	d7 }	td|d |d qn|jstd|d | | D ]\}}t||||}|rtd|d |tj|dd qqnt|j||| |d7 }qntd||	|j  dS ) Nz--bidT)requiredz--callidz--limit
   )typedefaultz	--execute
store_true)actionz'%(asctime)s [%(levelname)s] %(message)s)levelformatleadsquaredconfig
activities
access_key
secret_keyapi_host   )rr   rs   rt   timeoutr   )dbrS      z-[%s] skip: no LSQ prospect match for phone=%sr1   r<   z[%s] dry-run prospect=%sz#[%s] dry-run activity=%s payload=%sF)ensure_asciiz%Done. pushed=%s skipped=%s dry_run=%s)argparseArgumentParseradd_argumentrQ   
parse_argsloggingbasicConfigINFOr
   r   get_crm_integrationrS   r.   get_crm_credentialsr   rf   rU   r1   r=   r0   r   loggerinfor]   itemsr   r   dumpsr   )parserargsrw   integrationrp   rq   credsservicepushedskippedr$   callr/   prospect_idactivity_keyactivity_cfgpayloadr   r   r   main   sP   


r   __main__)r   r   )r   r   r   r   )r$   r   r   r   )r   r>   r   )rS   rT   rU   rQ   r1   rV   r   rW   )r   rQ   ).__doc__
__future__r   rz   r   r~   rO   systypingr   r   r   r   rM   dotenvr   pymysql.cursorsr   pathdirnameabspath__file__BACKEND_DIRinsertchdirrp   r	   
db_handlerr
   leadsquared_servicer   orchestrate_pipeliner   r   r   	getLoggerr   r   r#   r0   r=   rR   rf   r   __name__
SystemExitr   r   r   r   <module>   s<   







/
