79 lines
3.4 KiB
Python
79 lines
3.4 KiB
Python
from flask import jsonify
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from ..llm_backend import LLMBackend
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from ...database.database import log_prompt
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from ...helpers import safe_list_get
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from ...routes.cache import redis
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from ...routes.helpers.client import format_sillytavern_err
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from ...routes.helpers.http import validate_json
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class OobaboogaBackend(LLMBackend):
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default_params = {}
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def handle_response(self, success, request, response, error_msg, client_ip, token, prompt, elapsed_time, parameters, headers):
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raise NotImplementedError('need to implement default_params')
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backend_err = False
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response_valid_json, response_json_body = validate_json(response)
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if response:
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try:
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# Be extra careful when getting attributes from the response object
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response_status_code = response.status_code
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except:
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response_status_code = 0
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else:
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response_status_code = None
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# ===============================================
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# We encountered an error
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if not success or not response or error_msg:
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if not error_msg or error_msg == '':
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error_msg = 'Unknown error.'
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else:
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error_msg = error_msg.strip('.') + '.'
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backend_response = format_sillytavern_err(error_msg, 'error')
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log_prompt(client_ip, token, prompt, backend_response, None, parameters, headers, response_status_code, request.url, is_error=True)
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return jsonify({
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'code': 500,
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'msg': error_msg,
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'results': [{'text': backend_response}]
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}), 200
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# ===============================================
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if response_valid_json:
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backend_response = safe_list_get(response_json_body.get('results', []), 0, {}).get('text')
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if not backend_response:
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# Ooba doesn't return any error messages so we will just tell the client an error occurred
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backend_err = True
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backend_response = format_sillytavern_err(
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f'Backend (oobabooga) returned an empty string. This is usually due to an error on the backend during inference. Please check your parameters and try again.',
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'error')
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response_json_body['results'][0]['text'] = backend_response
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if not backend_err:
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redis.incr('proompts')
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log_prompt(client_ip, token, prompt, backend_response, elapsed_time if not backend_err else None, parameters, headers, response_status_code, request.url, response_tokens=response_json_body.get('details', {}).get('generated_tokens'), is_error=backend_err)
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return jsonify({
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**response_json_body
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}), 200
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else:
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backend_response = format_sillytavern_err(f'The backend did not return valid JSON.', 'error')
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log_prompt(client_ip, token, prompt, backend_response, elapsed_time, parameters, headers, response.status_code, request.url, is_error=True)
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return jsonify({
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'code': 500,
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'msg': 'the backend did not return valid JSON',
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'results': [{'text': backend_response}]
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}), 200
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def validate_params(self, params_dict: dict):
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# No validation required
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return True, None
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def get_parameters(self, parameters):
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del parameters['prompt']
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return parameters
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