CoolFace
Apppublic

lawliet/CS224-knowledge-discovery

sourceHugging Faceapache-2.0updated 3y agoView on Hugging Face
1likes
encoder.cpython-39.pyc26 linesDownload Raw Back to __pycache__
1a

2�2d�	�@s�ddlZddlmZmZmZmZmZddlmZddl	Z	ddl3Z4eeeefe
efd�dd�Zddddedd�eeeeeefeeeeeeee
ee
ee
effeeeeeefd	�d5d�ZGdd
�d
�ZdS)�N)�Union�Any�Optional�Mapping�cast)�Callable)�returnc�s|��IdHS)N)�json)�resp�r�Q/Users/sri/CS/Academia/CS224U/projects/search_background/cs224u_qa/src/encoder.py�transform_jsonsr
�GET)�method�headers�params�
total_retries�	transformr	)�urirrrrr	c6�sV|durdn|}d}td|�}||k�rJ|dkrftd|�d|�d|�d��t�|�IdHtd|�}t��4IdH��}	|	j|||||d	�4IdH�p}7d8|9jkr�dkr�nn6||10�IdHWd�IdHWd�IdHS|d7}Wd�IdH�q1IdH�s0YWd�IdHq1IdH�s>0Yqtd
��dS)z!Attempts to parse json by defaultN�r�zRetry �/z, sleeping �s)rrr	��i,�zRequest Failed)	�pow�print�asyncio�sleep�aiohttp�
ClientSession�request�status�	Exception)rrrrrrr	�retry_count�11sleep_time�session�responserrr�make_async_requests 
12131415�6dr(csJeZdZd	edd��fdd�
Zeeeeeeefd�dd�Z	�Z16S)17�TextEncoder�text-embedding-ada-002N)�18model_namercs&t���tjd|_d|_||_dS)N�OPENAI_API_KEYz$https://api.openai.com/v1/embeddings)�super�__init__�os�environr,�embedding_endpointr+)�selfr+��	__class__rrr.-s19zTextEncoder.__init__)�textsrc	�sfttttft|jddd|j��d�||jd�d�IdH�}dd�t|d	d20d�d�D�|d
dfS)N�POSTzapplication/jsonzBearer )�content_type�
Authorization)�input�model)rrrr	cSsg|]}|d�qS)�	embeddingr)�.0�datarrr�21<listcomp>Ds�z+TextEncoder.encode_text.<locals>.<listcomp>r=cSs|dS)N�indexr)�xrrr�<lambda>F�z)TextEncoder.encode_text.<locals>.<lambda>)�key�usage�total_tokens)	r�dict�strrr(r1r,r+�sorted)r2r5r'rrr�encode_text3s$2223���24��25�zTextEncoder.encode_text)r*)�__name__�26__module__�__qualname__rGr.�list�tuple�float�intrI�
__classcell__rrr3rr),sr))r/�typingrrrrr�collections.abcrrrrFrGrMr
rPrOr(r)rrrr�<module>s,"�&��