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WebServer.py 11 KB

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  1. from glob import glob
  2. from os import path, getcwd
  3. from os.path import exists
  4. from time import time
  5. import eventlet
  6. import socketio
  7. from flask import Flask, make_response, send_from_directory, request
  8. from werkzeug import formparser
  9. from pycs.ApplicationStatus import ApplicationStatus
  10. from pycs.util.GenericWrapper import GenericWrapper
  11. from pycs.util.ProgressFileWriter import ProgressFileWriter
  12. from pycs.util.RecursiveDictionary import set_recursive
  13. class WebServer:
  14. def __init__(self, app_status: ApplicationStatus):
  15. # initialize web server
  16. if exists('webui/index.html'):
  17. print('production build')
  18. # find svg icons and add them as separate static files to
  19. # set their correct mime type / content_type
  20. static_files = {'/': 'webui/'}
  21. for svg_path in glob('webui/img/*.svg'):
  22. svg_path = svg_path.replace('\\', '/')
  23. static_files[svg_path[5:]] = {'content_type': 'image/svg+xml', 'filename': svg_path}
  24. self.__sio = socketio.Server()
  25. self.__flask = Flask(__name__)
  26. self.__app = socketio.WSGIApp(self.__sio, self.__flask, static_files=static_files)
  27. def response():
  28. rsp = make_response()
  29. return rsp
  30. else:
  31. print('development build')
  32. self.__sio = socketio.Server(cors_allowed_origins='*')
  33. self.__flask = Flask(__name__)
  34. self.__app = socketio.WSGIApp(self.__sio, self.__flask)
  35. def response():
  36. rsp = make_response()
  37. rsp.headers['Access-Control-Allow-Origin'] = '*'
  38. return rsp
  39. # save every change in application status and send it to the client
  40. app_status.subscribe(self.__update_application_status, immediate=True)
  41. # define events
  42. @self.__sio.event
  43. def connect(id, msg):
  44. self.__sio.emit('app_status', {
  45. 'keys': [],
  46. 'value': self.__status
  47. }, to=id)
  48. @self.__flask.route('/settings', methods=['POST'])
  49. def edit_settings():
  50. data = request.get_json(force=True)
  51. set_recursive(data, app_status['settings'])
  52. return response()
  53. @self.__flask.route('/projects', methods=['POST'])
  54. def create_project():
  55. data = request.get_json(force=True)
  56. app_status['projects'].create_project(data['name'], data['description'], data['model'])
  57. return response()
  58. @self.__flask.route('/projects/<identifier>', methods=['POST'])
  59. def edit_project(identifier):
  60. data = request.get_json(force=True)
  61. if 'delete' in data.keys():
  62. app_status['projects'].delete_project(identifier)
  63. elif 'fit' in data.keys():
  64. app_status['projects'].fit(identifier)
  65. elif 'predictAll' in data.keys():
  66. app_status['projects'].predict(identifier)
  67. elif 'predict' in data.keys():
  68. app_status['projects'].predict(identifier, data['predict'])
  69. else:
  70. app_status['projects'].update_project(identifier, data)
  71. return response()
  72. @self.__flask.route('/projects/<identifier>/data', methods=['POST'])
  73. def upload_file(identifier):
  74. # abort if project id is not valid
  75. if identifier not in app_status['projects'].keys():
  76. # TODO return 404
  77. return make_response('project does not exist', 500)
  78. # get project and upload path
  79. project = app_status['projects'][identifier]
  80. upload_path, file_uuid = project.new_media_file_path()
  81. # prepare wrapper objects
  82. job = GenericWrapper()
  83. file_name = GenericWrapper()
  84. file_extension = GenericWrapper()
  85. file_size = GenericWrapper(0)
  86. # save upload to file
  87. def custom_stream_factory(total_content_length, filename, content_type, content_length=None):
  88. file_name.value, file_extension.value = path.splitext(filename)
  89. file_path = path.join(upload_path, f'{file_uuid}{file_extension.value}')
  90. # add job to app status
  91. project['jobs'][file_uuid] = {
  92. 'id': file_uuid,
  93. 'type': 'upload',
  94. 'progress': 0,
  95. 'filename': filename,
  96. 'created': int(time()),
  97. 'finished': None
  98. }
  99. job.value = project['jobs'][file_uuid]
  100. # define progress callback
  101. length = content_length if content_length is not None and content_length != 0 else total_content_length
  102. def callback(progress):
  103. file_size.value += progress
  104. relative = progress / length
  105. if relative - job.value['progress'] > 0.02:
  106. job.value['progress'] = relative
  107. # open file handler
  108. return ProgressFileWriter(file_path, 'wb', callback)
  109. stream, form, files = formparser.parse_form_data(request.environ, stream_factory=custom_stream_factory)
  110. if 'file' not in files.keys():
  111. return make_response('no file uploaded', 500)
  112. # set progress to 1 after upload is done
  113. job = job.value
  114. job['progress'] = 1
  115. job['finished'] = int(time())
  116. # add to project files
  117. project.add_media_file(file_uuid, file_name.value, file_extension.value, file_size.value, job['created'])
  118. # return default success response
  119. return response()
  120. @self.__flask.route('/projects/<project_identifier>/data/<file_identifier>', defaults={'size': None}, methods=['GET'])
  121. @self.__flask.route('/projects/<project_identifier>/data/<file_identifier>/<size>', methods=['GET'])
  122. def get_file(project_identifier, file_identifier, size):
  123. # abort if project id is not valid
  124. if project_identifier not in app_status['projects'].keys():
  125. return make_response('project does not exist', 500)
  126. project = app_status['projects'][project_identifier]
  127. # abort if file id is not valid
  128. if file_identifier not in project['data'].keys():
  129. return make_response('file does not exist', 500)
  130. target_object = project['data'][file_identifier]
  131. # resize image to requested size
  132. if size is not None:
  133. target_object = target_object.resize(size)
  134. # construct directory and filename
  135. file_directory = path.join(getcwd(), target_object.directory)
  136. file_name = target_object.full_name
  137. # return data
  138. return send_from_directory(file_directory, file_name)
  139. @self.__flask.route('/projects/<project_identifier>/data/<file_identifier>', methods=['POST'])
  140. def add_result(project_identifier, file_identifier):
  141. # abort if project id is not valid
  142. if project_identifier not in app_status['projects'].keys():
  143. return make_response('project does not exist', 500)
  144. project = app_status['projects'][project_identifier]
  145. # abort if file id is not valid
  146. if file_identifier not in project['data'].keys():
  147. return make_response('file does not exist', 500)
  148. target_object = project['data'][file_identifier]
  149. # add result
  150. result = request.get_json(force=True)
  151. if result:
  152. if 'delete' in result:
  153. project.remove_media_file(file_identifier)
  154. elif 'reset' in result:
  155. target_object.remove_results()
  156. elif 'x' not in result:
  157. if result['label']:
  158. target_object.add_global_result(result)
  159. else:
  160. target_object.remove_global_result()
  161. else:
  162. target_object.add_result(result)
  163. # return default success response
  164. return response()
  165. @self.__flask.route('/projects/<project_identifier>/data/<file_identifier>/<result_identifier>', methods=['POST'])
  166. def edit_result(project_identifier, file_identifier, result_identifier):
  167. # abort if project id is not valid
  168. if project_identifier not in app_status['projects'].keys():
  169. return make_response('project does not exist', 500)
  170. project = app_status['projects'][project_identifier]
  171. # abort if file id is not valid
  172. if file_identifier not in project['data'].keys():
  173. return make_response('file does not exist', 500)
  174. target_object = project['data'][file_identifier]
  175. # parse post data
  176. result = request.get_json(force=True)
  177. if result:
  178. # remove result
  179. if 'delete' in result.keys():
  180. target_object.remove_result(result_identifier)
  181. # update result
  182. else:
  183. target_object.update_result(result_identifier, result)
  184. # return default success response
  185. return response()
  186. @self.__flask.route('/projects/<project_identifier>/labels', methods=['POST'])
  187. def create_label(project_identifier):
  188. # abort if project id is not valid
  189. if project_identifier not in app_status['projects'].keys():
  190. return make_response('project does not exist', 500)
  191. project = app_status['projects'][project_identifier]
  192. # add result
  193. result = request.get_json(force=True)
  194. if result:
  195. project.add_label(result['name'])
  196. # return default success response
  197. return response()
  198. @self.__flask.route('/projects/<project_identifier>/labels/<label_identifier>', methods=['POST'])
  199. def edit_label(project_identifier, label_identifier):
  200. # abort if project id is not valid
  201. if project_identifier not in app_status['projects'].keys():
  202. return make_response('project does not exist', 500)
  203. project = app_status['projects'][project_identifier]
  204. # parse post data
  205. result = request.get_json(force=True)
  206. if result:
  207. # remove label
  208. if 'delete' in result.keys():
  209. project.remove_label(label_identifier)
  210. # update label
  211. else:
  212. project.update_label(label_identifier, result['name'])
  213. # return default success response
  214. return response()
  215. # finally start web server
  216. host = app_status['settings']['frontend']['host']
  217. port = app_status['settings']['frontend']['port']
  218. eventlet.wsgi.server(eventlet.listen((host, port)), self.__app)
  219. def __update_application_status(self, status, keys):
  220. value = status
  221. for key in keys[:-1]:
  222. value = value[key]
  223. self.__status = status
  224. self.__sio.emit('app_status', {
  225. 'keys': keys[:-1],
  226. 'value': value
  227. })