o
    Zh                     @   s   d dl Z d dlmZmZmZmZ d dlmZ d dlm	Z	 d dl
mZmZmZmZmZmZ d dlmZ dedefd	d
ZG dd de	ZdS )    N)AnyDictListOptional)UUID)BaseCallbackHandler)	AIMessageBaseMessageChatMessageFunctionMessageHumanMessageSystemMessage)	LLMResultmessagereturnc                 C   s   t | tr| j| jd}nOt | trd| jd}nCt | tr;d| jd}d| jv r:| jd |d< |d dkr:d |d< n!t | trGd| jd}nt | trUd| j| j	d	}nt
d
|  d| jv rh| jd |d< |S )N)rolecontentuserZ	assistantZfunction_callr    systemfunction)r   r   namezGot unknown type r   )
isinstancer
   r   r   r   r   Zadditional_kwargsr   r   r   	TypeError)r   Zmessage_dict r   f/var/www/html/lang_env/lib/python3.10/site-packages/langchain_community/callbacks/trubrics_callback.py_convert_message_to_dict   s,   






r   c                       s   e Zd ZdZ			ddedee dee deddf
 fd	d
Zdeeef de	e deddfddZ
deeef de	e	e  deddfddZdedededdfddZ  ZS )TrubricsCallbackHandlera  
    Callback handler for Trubrics.

    Args:
        project: a trubrics project, default project is "default"
        email: a trubrics account email, can equally be set in env variables
        password: a trubrics account password, can equally be set in env variables
        **kwargs: all other kwargs are parsed and set to trubrics prompt variables,
            or added to the `metadata` dict
    defaultNprojectemailpasswordkwargsr   c                    s   t    zddlm} W n ty   tdw |||p!tjd |p'tjd d| _i | _d | _d | _	|r;|| _
d S d | _
d S )Nr   )TrubricszyThe TrubricsCallbackHandler requires installation of the trubrics package. Please install it with `pip install trubrics`.ZTRUBRICS_EMAILZTRUBRICS_PASSWORD)r   r    r!   )super__init__trubricsr#   ImportErrorosenvironconfig_modelpromptmessagestrubrics_kwargs)selfr   r    r!   r"   r#   	__class__r   r   r%   9   s"   
z TrubricsCallbackHandler.__init__
serializedpromptsc                 K   s   |d | _ d S )Nr   )r+   )r.   r1   r2   r"   r   r   r   on_llm_startT   s   z$TrubricsCallbackHandler.on_llm_startr,   c                 K   s(   dd |d D | _ | j d d | _d S )Nc                 S   s   g | ]}t |qS r   )r   ).0r   r   r   r   
<listcomp>_   s    z?TrubricsCallbackHandler.on_chat_model_start.<locals>.<listcomp>r   r   )r,   r+   )r.   r1   r,   r"   r   r   r   on_chat_model_startY   s   z+TrubricsCallbackHandler.on_chat_model_startresponserun_idc           	   
   K   s   dg}d }d }d|i}| j r| j |d< | jr9| jdr%|j| jd  | jdd }| jdd }|| j |jD ]}| jjd|j	rK|j	dnd	i| j
|d
 j||||d q<d S )NZ	langchainZlangchain_run_idr,   tagsuser_id
session_idmodelZ
model_nameZNAr   )r*   r+   
generationr;   r<   r:   metadata)r,   r-   getappendpopupdateZgenerationsr&   Z
log_promptZ
llm_outputr+   text)	r.   r8   r9   r"   r:   r;   r<   r?   r>   r   r   r   
on_llm_endb   s6   

z"TrubricsCallbackHandler.on_llm_end)r   NN)__name__
__module____qualname____doc__strr   r   r%   r   r   r3   r	   r7   r   r   rE   __classcell__r   r   r/   r   r   -   sF    




"	r   )r(   typingr   r   r   r   uuidr   Zlangchain_core.callbacksr   Zlangchain_core.messagesr   r	   r
   r   r   r   Zlangchain_core.outputsr   dictr   r   r   r   r   r   <module>   s     