#!/user/bin/env python # Copyright (c) 2017 VisualDL Authors. All Rights Reserve. # # Licensed under the Apache License, Version 2.0 (the "License"); # you may not use this file except in compliance with the License. # You may obtain a copy of the License at # # http://www.apache.org/licenses/LICENSE-2.0 # # Unless required by applicable law or agreed to in writing, software # distributed under the License is distributed on an "AS IS" BASIS, # WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. # See the License for the specific language governing permissions and # limitations under the License. # ======================================================================= import json import multiprocessing import os import re import sys import threading import time import urllib import webbrowser import requests from flask import Flask from flask import make_response from flask import redirect from flask import request from flask import Response from flask import send_file from flask_babel import Babel import visualdl.server from visualdl import __version__ from visualdl.component.inference.fastdeploy_lib import get_start_arguments from visualdl.component.inference.fastdeploy_server import create_fastdeploy_api_call from visualdl.component.inference.model_convert_server import create_model_convert_api_call from visualdl.component.profiler.profiler_server import create_profiler_api_call from visualdl.server.api import create_api_call from visualdl.server.api import get_component_tabs from visualdl.server.args import parse_args from visualdl.server.args import ParseArgs from visualdl.server.log import info from visualdl.server.serve import upload_to_dev from visualdl.server.template import Template from visualdl.utils import update_util SERVER_DIR = os.path.join(visualdl.ROOT, 'server') support_language = ["en", "zh"] default_language = support_language[0] server_path = os.path.abspath(os.path.dirname(sys.argv[0])) template_file_path = os.path.join(SERVER_DIR, "./dist") mock_data_path = os.path.join(SERVER_DIR, "./mock_data/") check_live_path = '/alive' def create_app(args): # noqa: C901 # disable warning from flask cli = sys.modules['flask.cli'] cli.show_server_banner = lambda *x: None app = Flask('visualdl', static_folder=None) app.logger.disabled = True # set static expires in a short time to reduce browser's memory usage. app.config['SEND_FILE_MAX_AGE_DEFAULT'] = 30 app.config['BABEL_DEFAULT_LOCALE'] = default_language def get_locale(): lang = args.language if not lang or lang not in support_language: lang = request.accept_languages.best_match(support_language) return lang babel = Babel(app, locale_selector=get_locale) # noqa:F841 # Babel api from flask_babel v3.0.0 api_call = create_api_call(args.logdir, args.model, args.cache_timeout) profiler_api_call = create_profiler_api_call(args.logdir) inference_api_call = create_model_convert_api_call() fastdeploy_api_call = create_fastdeploy_api_call() if args.telemetry: update_util.PbUpdater(args.product).start() public_path = args.public_path api_path = public_path + '/api' def append_query_string(url): query_string = '' if request.query_string: query_string = '?' + request.query_string.decode() return url + query_string if not args.api_only: template = Template( os.path.join(server_path, template_file_path), PUBLIC_PATH=public_path, BASE_URI=public_path, API_URL=api_path, TELEMETRY_ID='63a600296f8a71f576c4806376a9245b' if args.telemetry else '', THEME='' if args.theme is None else args.theme) @app.route('/') def base(): return redirect(append_query_string(public_path), code=302) @app.route('/favicon.ico') def favicon(): icon = os.path.join(template_file_path, 'favicon.ico') if os.path.exists(icon): return send_file(icon) return 'file not found', 404 @app.route(public_path + '/') def index(): return redirect( append_query_string(public_path + '/index'), code=302) @app.route(public_path + '/') def serve_static(filename): is_not_page_request = re.search(r'\..+$', filename) response = template.render( filename if is_not_page_request else 'index.html') if not is_not_page_request: response.set_cookie( 'vdl_lng', get_locale(), path='/', samesite='Strict', secure=False, httponly=False) return response @app.route(api_path + '/', methods=["GET", "POST"]) def serve_api(method): data, mimetype, headers = api_call(method, request.args) return make_response( Response(data, mimetype=mimetype, headers=headers)) @app.route(api_path + '/profiler/', methods=["GET", "POST"]) def serve_profiler_api(method): data, mimetype, headers = profiler_api_call(method, request.args) return make_response( Response(data, mimetype=mimetype, headers=headers)) @app.route(api_path + '/inference/', methods=["GET", "POST"]) def serve_inference_api(method): if request.method == 'POST': data, mimetype, headers = inference_api_call(method, request.form) else: data, mimetype, headers = inference_api_call(method, request.args) return make_response( Response(data, mimetype=mimetype, headers=headers)) @app.route(api_path + '/fastdeploy/', methods=["GET", "POST"]) def serve_fastdeploy_api(method): if request.method == 'POST': data, mimetype, headers = fastdeploy_api_call(method, request.form) else: data, mimetype, headers = fastdeploy_api_call(method, request.args) return make_response( Response(data, mimetype=mimetype, headers=headers)) @app.route( api_path + '/fastdeploy/fastdeploy_client', methods=["GET", "POST"]) def serve_fastdeploy_create_fastdeploy_client(): try: if request.method == 'POST': fastdeploy_api_call('create_fastdeploy_client', request.form) request_args = request.form else: fastdeploy_api_call('create_fastdeploy_client', request.args) request_args = request.args except Exception as e: error_msg = '{}'.format(e) return make_response(error_msg) args = urllib.parse.urlencode(request_args) if args: return redirect( api_path + "/fastdeploy/fastdeploy_client/app?{}".format(args), code=302) return redirect( api_path + "/fastdeploy/fastdeploy_client/app", code=302) @app.route( api_path + "/fastdeploy/fastdeploy_client/", methods=["GET", "POST"]) def request_fastdeploy_create_fastdeploy_client_app(path: str): ''' Gradio app server url interface. We route urls for gradio app to gradio server. Args: path(str): All resource path from gradio server. Returns: Any thing from gradio server. ''' lang = 'zh' if request.method == 'POST': if request.mimetype == 'application/json': request_args = request.json else: request_args = request.form.to_dict() if 'data' in request_args: lang = request_args['data'][-1] request_args['lang'] = lang elif 'lang' in request_args: lang = request_args['lang'] port = fastdeploy_api_call('create_fastdeploy_client', request_args) else: request_args = request.args.to_dict() if 'data' in request_args: lang = request_args['data'][-1] request_args['lang'] = lang elif 'lang' in request_args: lang = request_args['lang'] port = fastdeploy_api_call('create_fastdeploy_client', request_args) if path == 'app': proxy_url = request.url.replace( request.host_url.rstrip('/') + api_path + '/fastdeploy/fastdeploy_client/app', 'http://localhost:{}/'.format(port)) else: proxy_url = request.url.replace( request.host_url.rstrip('/') + api_path + '/fastdeploy/fastdeploy_client/', 'http://localhost:{}/'.format(port)) resp = requests.request( method=request.method, url=proxy_url, headers={ key: value for (key, value) in request.headers if key != 'Host' }, data=request.get_data(), cookies=request.cookies, allow_redirects=False) if path == 'app': content = resp.content if request_args and 'server_id' in request_args: server_id = request_args.get('server_id') start_args = get_start_arguments(server_id) http_port = start_args.get('http-port', '') metrics_port = start_args.get('metrics-port', '') model_name = start_args.get('default_model_name', '') content = content.decode() try: if request_args.get('lang', 'zh') == 'en': server_addr_match = re.search( '"label":\\s*{}.*?"value":\\s*"".*?}}'.format( json.dumps("server ip", ensure_ascii=True).replace( '\\', '\\\\')), content) if not server_addr_match or server_addr_match.group( 0).count('"label"') >= 2: server_addr_match = re.search( '"value":\\s*"".*?"label":\\s*{}.*?}}'.format( json.dumps("server ip", ensure_ascii=True).replace( '\\', '\\\\')), content) default_server_addr = server_addr_match.group(0) if '"value": ""' in default_server_addr: cur_server_addr = default_server_addr.replace( '"value": ""', '"value": "localhost"') else: cur_server_addr = default_server_addr.replace( '"value":""', '"value": "localhost"') content = content.replace(default_server_addr, cur_server_addr) http_port_match = re.search( '"label":\\s*{}.*?"value":\\s*"".*?}}'.format( json.dumps("server port", ensure_ascii=True).replace( '\\', '\\\\')), content) if not http_port_match or http_port_match.group( 0).count('"label"') >= 2: http_port_match = re.search( '"value":\\s*"".*?"label":\\s*{}.*?}}'.format( json.dumps( "server port", ensure_ascii=True).replace( '\\', '\\\\')), content) default_http_port = http_port_match.group(0) if '"value": ""' in default_http_port: cur_http_port = default_http_port.replace( '"value": ""', '"value": "{}"'.format(http_port)) else: cur_http_port = default_http_port.replace( '"value":""', '"value": "{}"'.format(http_port)) if http_port: content = content.replace(default_http_port, cur_http_port) metrics_port_match = re.search( '"label":\\s*{}.*?"value":\\s*"".*?}}'.format( json.dumps("metrics port", ensure_ascii=True).replace( '\\', '\\\\')), content) if not metrics_port_match or metrics_port_match.group( 0).count('"label"') >= 2: metrics_port_match = re.search( '"value":\\s*"".*?"label":\\s*{}.*?}}'.format( json.dumps( "metrics port", ensure_ascii=True).replace( '\\', '\\\\')), content) default_metrics_port = metrics_port_match.group(0) if '"value": ""' in default_metrics_port: cur_metrics_port = default_metrics_port.replace( '"value": ""', '"value": "{}"'.format(metrics_port)) else: cur_metrics_port = default_metrics_port.replace( '"value":""', '"value": "{}"'.format(metrics_port)) if metrics_port: content = content.replace(default_metrics_port, cur_metrics_port) model_name_match = re.search( '"label":\\s*{}.*?"value":\\s*"".*?}}'.format( json.dumps("model name", ensure_ascii=True).replace( '\\', '\\\\')), content) if not model_name_match or model_name_match.group( 0).count('"label"') >= 2: model_name_match = re.search( '"value":\\s*"".*?"label":\\s*{}.*?}}'.format( json.dumps( "model name", ensure_ascii=True).replace( '\\', '\\\\')), content) default_model_name = model_name_match.group(0) if '"value": ""' in default_model_name: cur_model_name = default_model_name.replace( '"value": ""', '"value": "{}"'.format(model_name)) else: cur_model_name = default_model_name.replace( '"value":""', '"value": "{}"'.format(model_name)) if model_name: content = content.replace(default_model_name, cur_model_name) model_version_match = re.search( '"label":\\s*{}.*?"value":\\s*"".*?}}'.format( json.dumps("model version", ensure_ascii=True).replace( '\\', '\\\\')), content) if not model_version_match or model_version_match.group( 0).count('"label"') >= 2: model_version_match = re.search( '"value":\\s*"".*?"label":\\s*{}.*?}}'.format( json.dumps( "model version", ensure_ascii=True).replace( '\\', '\\\\')), content) default_model_version = model_version_match.group(0) if '"value": ""' in default_model_version: cur_model_version = default_model_version.replace( '"value": ""', '"value": "{}"'.format('1')) else: cur_model_version = default_model_version.replace( '"value":""', '"value": "{}"'.format('1')) content = content.replace(default_model_version, cur_model_version) else: server_addr_match = re.search( '"label":\\s*{}.*?"value":\\s*"".*?}}'.format( json.dumps("服务ip", ensure_ascii=True).replace( '\\', '\\\\')), content) if not server_addr_match or server_addr_match.group( 0).count('"label"') >= 2: server_addr_match = re.search( '"value":\\s*"".*?"label":\\s*{}.*?}}'.format( json.dumps("服务ip", ensure_ascii=True).replace( '\\', '\\\\')), content) if not server_addr_match: server_addr_match = re.search( '"label":\\s*{}.*?"value":\\s*"".*?}}'. format( json.dumps("服务ip", ensure_ascii=False).replace( '\\', '\\\\')), content) if not server_addr_match or server_addr_match.group( 0).count('"label"') >= 2: server_addr_match = re.search( '"value":\\s*"".*?"label":\\s*{}.*?}}'. format( json.dumps( "服务ip", ensure_ascii=False).replace( '\\', '\\\\')), content) default_server_addr = server_addr_match.group(0) if '"value": ""' in default_server_addr: cur_server_addr = default_server_addr.replace( '"value": ""', '"value": "localhost"') else: cur_server_addr = default_server_addr.replace( '"value":""', '"value": "localhost"') content = content.replace(default_server_addr, cur_server_addr) http_port_match = re.search( '"label":\\s*{}.*?"value":\\s*"".*?}}'.format( json.dumps("推理服务端口", ensure_ascii=True).replace( '\\', '\\\\')), content) if not http_port_match or http_port_match.group( 0).count('"label"') >= 2: http_port_match = re.search( '"value":\\s*"".*?"label":\\s*{}.*?}}'.format( json.dumps("推理服务端口", ensure_ascii=True).replace( '\\', '\\\\')), content) if not http_port_match: http_port_match = re.search( '"label":\\s*{}.*?"value":\\s*"".*?}}'. format( json.dumps( "推理服务端口", ensure_ascii=False).replace( '\\', '\\\\')), content) if not http_port_match or http_port_match.group( 0).count('"label"') >= 2: http_port_match = re.search( '"value":\\s*"".*?"label":\\s*{}.*?}}'. format( json.dumps( "推理服务端口", ensure_ascii=False).replace( '\\', '\\\\')), content) default_http_port = http_port_match.group(0) if '"value": ""' in default_http_port: cur_http_port = default_http_port.replace( '"value": ""', '"value": "{}"'.format(http_port)) else: cur_http_port = default_http_port.replace( '"value":""', '"value": "{}"'.format(http_port)) if http_port: content = content.replace(default_http_port, cur_http_port) metrics_port_match = re.search( '"label":\\s*{}.*?"value":\\s*"".*?}}'.format( json.dumps("性能服务端口", ensure_ascii=True).replace( '\\', '\\\\')), content) if not metrics_port_match or metrics_port_match.group( 0).count('"label"') >= 2: metrics_port_match = re.search( '"value":\\s*"".*?"label":\\s*{}.*?}}'.format( json.dumps("性能服务端口", ensure_ascii=True).replace( '\\', '\\\\')), content) if not metrics_port_match: metrics_port_match = re.search( '"label":\\s*{}.*?"value":\\s*"".*?}}'. format( json.dumps( "性能服务端口", ensure_ascii=False).replace( '\\', '\\\\')), content) if not metrics_port_match or metrics_port_match.group( 0).count('"label"') >= 2: metrics_port_match = re.search( '"value":\\s*"".*?"label":\\s*{}.*?}}'. format( json.dumps( "性能服务端口", ensure_ascii=False).replace( '\\', '\\\\')), content) default_metrics_port = metrics_port_match.group(0) if '"value": ""' in default_metrics_port: cur_metrics_port = default_metrics_port.replace( '"value": ""', '"value": "{}"'.format(metrics_port)) else: cur_metrics_port = default_metrics_port.replace( '"value":""', '"value": "{}"'.format(metrics_port)) if metrics_port: content = content.replace(default_metrics_port, cur_metrics_port) model_name_match = re.search( '"label":\\s*{}.*?"value":\\s*"".*?}}'.format( json.dumps("模型名称", ensure_ascii=True).replace( '\\', '\\\\')), content) if not model_name_match or model_name_match.group( 0).count('"label"') >= 2: model_name_match = re.search( '"value":\\s*"".*?"label":\\s*{}.*?}}'.format( json.dumps("模型名称", ensure_ascii=True).replace( '\\', '\\\\')), content) if not model_name_match: model_name_match = re.search( '"label":\\s*{}.*?"value":\\s*"".*?}}'. format( json.dumps("模型名称", ensure_ascii=False).replace( '\\', '\\\\')), content) if not model_name_match or model_name_match.group( 0).count('"label"') >= 2: model_name_match = re.search( '"value":\\s*"".*?"label":\\s*{}.*?}}'. format( json.dumps( "模型名称", ensure_ascii=False).replace( '\\', '\\\\')), content) default_model_name = model_name_match.group(0) if '"value": ""' in default_model_name: cur_model_name = default_model_name.replace( '"value": ""', '"value": "{}"'.format(model_name)) else: cur_model_name = default_model_name.replace( '"value":""', '"value": "{}"'.format(model_name)) if model_name: content = content.replace(default_model_name, cur_model_name) model_version_match = re.search( '"label":\\s*{}.*?"value":\\s*"".*?}}'.format( json.dumps("模型版本", ensure_ascii=True).replace( '\\', '\\\\')), content) if not model_version_match or model_version_match.group( 0).count('"label"') >= 2: model_version_match = re.search( '"value":\\s*"".*?"label":\\s*{}.*?}}'.format( json.dumps("模型版本", ensure_ascii=True).replace( '\\', '\\\\')), content) if not model_version_match: model_version_match = re.search( '"label":\\s*{}.*?"value":\\s*"".*?}}'. format( json.dumps("模型版本", ensure_ascii=False).replace( '\\', '\\\\')), content) if not model_version_match or model_version_match.group( 0).count('"label"') >= 2: model_version_match = re.search( '"value":\\s*"".*?"label":\\s*{}.*?}}'. format( json.dumps( "模型版本", ensure_ascii=False).replace( '\\', '\\\\')), content) default_model_version = model_version_match.group(0) if '"value": ""' in default_model_version: cur_model_version = default_model_version.replace( '"value": ""', '"value": "{}"'.format('1')) else: cur_model_version = default_model_version.replace( '"value":""', '"value": "{}"'.format('1')) content = content.replace(default_model_version, cur_model_version) except Exception: pass finally: content = content.encode() else: content = resp.content headers = [(name, value) for (name, value) in resp.raw.headers.items()] response = Response(content, resp.status_code, headers) return response @app.route(api_path + '/component_tabs') def component_tabs(): data, mimetype, headers = get_component_tabs( api_call, profiler_api_call, vdl_args=args, request_args=request.args) return make_response( Response(data, mimetype=mimetype, headers=headers)) @app.route(check_live_path) def check_live(): return '', 204 return app def wait_until_live(args: ParseArgs): url = 'http://{host}:{port}'.format(host=args.host, port=args.port) while True: try: requests.get(url + check_live_path) info('Running VisualDL at http://%s:%s/ (Press CTRL+C to quit)', args.host, args.port) if args.host == 'localhost': info( 'Serving VisualDL on localhost; to expose to the network, use a proxy or pass --host 0.0.0.0' ) if args.api_only: info('Running in API mode, only %s/* will be served.', args.public_path + '/api') break except Exception: time.sleep(0.5) if not args.api_only and args.open_browser: webbrowser.open(url + args.public_path) def _run(args): args = ParseArgs(**args) os.system('') info('\033[1;33mVisualDL %s\033[0m', __version__) app = create_app(args) threading.Thread(target=wait_until_live, args=(args, )).start() app.run(debug=False, host=args.host, port=args.port, threaded=False) def run(logdir=None, **options): args = {'logdir': logdir} args.update(options) p = multiprocessing.Process(target=_run, args=(args, )) p.start() return p.pid def main(): args = parse_args() if args.get('dest') == 'service': if args.get('behavior') == 'upload': upload_to_dev(args.get('logdir'), args.get('model')) else: _run(args) if __name__ == '__main__': main()