mirror of
https://github.com/oobabooga/text-generation-webui.git
synced 2024-11-25 01:09:22 +01:00
132 lines
4.1 KiB
Python
132 lines
4.1 KiB
Python
import json
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from http.server import BaseHTTPRequestHandler, ThreadingHTTPServer
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from threading import Thread
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from extensions.api.util import build_parameters, build_parameters_train, try_start_cloudflared
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from modules import shared
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from modules.chat import generate_chat_reply
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from modules.text_generation import encode, generate_reply
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from modules.training import do_train
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class Handler(BaseHTTPRequestHandler):
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def do_GET(self):
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if self.path == '/api/v1/model':
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self.send_response(200)
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self.end_headers()
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response = json.dumps({
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'result': shared.model_name
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})
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self.wfile.write(response.encode('utf-8'))
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else:
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self.send_error(404)
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def do_POST(self):
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content_length = int(self.headers['Content-Length'])
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body = json.loads(self.rfile.read(content_length).decode('utf-8'))
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if self.path == '/api/v1/generate':
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self.send_response(200)
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self.send_header('Content-Type', 'application/json')
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self.end_headers()
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prompt = body['prompt']
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generate_params = build_parameters(body)
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stopping_strings = generate_params.pop('stopping_strings')
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generate_params['stream'] = False
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generator = generate_reply(
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prompt, generate_params, stopping_strings=stopping_strings, is_chat=False)
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answer = ''
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for a in generator:
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answer = a
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response = json.dumps({
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'results': [{
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'text': answer
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}]
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})
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self.wfile.write(response.encode('utf-8'))
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elif self.path == '/api/v1/chat':
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self.send_response(200)
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self.send_header('Content-Type', 'application/json')
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self.end_headers()
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user_input = body['user_input']
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history = body['history']
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regenerate = body.get('regenerate', False)
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_continue = body.get('_continue', False)
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generate_params = build_parameters(body, chat=True)
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generate_params['stream'] = False
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generator = generate_chat_reply(
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user_input, history, generate_params, regenerate=regenerate, _continue=_continue, loading_message=False)
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answer = history
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for a in generator:
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answer = a
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response = json.dumps({
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'results': [{
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'history': answer
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}]
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})
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self.wfile.write(response.encode('utf-8'))
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elif self.path == '/api/v1/finetune':
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self.send_response(200)
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self.send_header('Content-Type', 'application/json')
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self.end_headers()
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generate_params = build_parameters_train(body)
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while True:
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try:
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print(next(do_train(**generate_params)))
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except StopIteration:
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break
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elif self.path == '/api/v1/token-count':
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self.send_response(200)
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self.send_header('Content-Type', 'application/json')
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self.end_headers()
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tokens = encode(body['prompt'])[0]
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response = json.dumps({
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'results': [{
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'tokens': len(tokens)
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}]
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})
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self.wfile.write(response.encode('utf-8'))
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else:
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self.send_error(404)
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def _run_server(port: int, share: bool = False):
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address = '0.0.0.0' if shared.args.listen else '127.0.0.1'
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server = ThreadingHTTPServer((address, port), Handler)
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def on_start(public_url: str):
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print(f'Starting non-streaming server at public url {public_url}/api')
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if share:
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try:
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try_start_cloudflared(port, max_attempts=3, on_start=on_start)
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except Exception:
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pass
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else:
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print(
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f'Starting API at http://{address}:{port}/api')
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server.serve_forever()
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def start_server(port: int, share: bool = False):
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Thread(target=_run_server, args=[port, share], daemon=True).start()
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