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'''
Copyright 2024 Infosys Ltd.
Permission is hereby granted, free of charge, to any person obtaining a copy of this software and associated documentation files (the "Software"), to deal in the Software without restriction, including without limitation the rights to use, copy, modify, merge, publish, distribute, sublicense, and/or sell copies of the Software, and to permit persons to whom the Software is furnished to do so, subject to the following conditions:
The above copyright notice and this permission notice shall be included in all copies or substantial portions of the Software.
THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE.
'''
from flask import Blueprint
import time
# import logging
from flask import request
# from dao.AdminDb import Results
from werkzeug.exceptions import HTTPException,UnprocessableEntity
from tqdm.auto import tqdm
# from fastapi.encoders import jsonable_encoder
from service.EmbedingModel import *
from config.logger import CustomLogger ,request_id_var
import uuid
from mapper.mapper import *
import psutil
request_id_var.set('Startup')
embed_router = Blueprint('router2', __name__,)
log=CustomLogger()
@embed_router.route("/multi_q_net_embedding",methods=[ 'POST'])
def embedding_model():
st=time.time()
id=uuid.uuid4().hex
request_id_var.set(id)
log.info("Entered embedding_model routing method")
try:
# id=uuid.uuid4().hex
payload=request.get_json()
# request_id_var.set(id)
log.info("before invoking embedding_model service ")
log_dict[request_id_var.get()]=[]
if payload['text'] is None or (payload['text'] is not None and len(payload['text'])==0):
raise UnprocessableEntity("1021-Input Text should not be empty ")
response = multi_q_net_embedding(id,payload['text'])
log.info("after invoking embedding_model service ")
er=log_dict[request_id_var.get()]
logobj = {"_id":id,"error":er}
if len(er)!=0:
log.debug(str(logobj))
del log_dict[id]
# log.debug("response : " + str(response))
# log.debug("response : " + str(response))
log.info("exit embedding_model routing method")
log.info(f"Time taken by Jailbreak {time.time()-st}")
return jsonable_encoder(response)
except UnprocessableEntity as cie:
log.error(str(cie.__dict__))
log.info("exit embedding_model routing method")
raise UnprocessableEntity(**cie.__dict__)
except Exception as cie:
log.error(str(cie.__dict__))
log.info("exit embedding_model routing method")
raise HTTPException()
@embed_router.route("/multi-qa-mpnet-model_similarity",methods=[ 'POST'])
def similarity_model():
st=time.time()
id=uuid.uuid4().hex
request_id_var.set(id)
log.info("Entered similarity_model routing method")
try:
log.info("before invoking similarity_model service ")
payload=request.get_json()
log_dict[request_id_var.get()]=[]
emb1_cond=None
emb2_cond=None
text1_cond = payload['text1'] is None or (payload['text1'] is not None and len(payload['text1'])==0)
text2_cond = payload['text2'] is None or (payload['text2'] is not None and len(payload['text2'])==0)
if('emb1' in payload):
emb1_cond = payload['emb1'] is None or (payload['emb1'] is not None and len(payload['emb1'])==0)
else:
payload['emb1']=None
if('emb2' in payload):
emb2_cond = payload['emb2'] is None or (payload['emb2'] is not None and len(payload['emb2'])==0)
else:
payload['emb2']=None
if text1_cond or text2_cond or emb1_cond or emb2_cond:
raise UnprocessableEntity("1021-Input Text should not be empty ")
response = multi_q_net_similarity(id,payload['text1'],payload['text2'],payload['emb1'],payload['emb2'])
log.info("after invoking similarity_model service ")
er=log_dict[request_id_var.get()]
logobj = {"_id":id,"error":er}
if len(er)!=0:
log.debug(str(logobj))
del log_dict[id]
log.debug("response : " + str(response))
# log.debug("response : " + str(response))
log.info("exit similarity_model routing method")
log.info(f"Time taken by similary{time.time()-st}")
return jsonable_encoder(response)
except UnprocessableEntity as cie:
log.error(str(cie.__dict__))
log.info("exit similarity_model routing method")
raise UnprocessableEntity(**cie.__dict__)
except Exception as cie:
log.error(str(cie.__dict__))
log.info("exit similarity_model routing method")
raise HTTPException()
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