from flask import current_app, request from flask_login import current_user from socket import gaierror from .. import db, socketio from ..decorators import socketio_login_required from ..events import connected_sessions from ..models import Corpus, User import cqi import math from datetime import datetime ''' ' A dictionary containing lists of, with corpus ids associated, Socket.IO ' session ids (sid). {: [, ...], ...} ''' corpus_analysis_sessions = {} ''' ' A dictionary containing Socket.IO session id - CQi client pairs. ' {: CQiClient, ...} ''' corpus_analysis_clients = {} @socketio.on('corpus_analysis_init') @socketio_login_required def init_corpus_analysis(corpus_id): socketio.start_background_task(corpus_analysis_session_handler, current_app._get_current_object(), corpus_id, current_user.id, request.sid) @socketio.on('corpus_analysis_meta_data') @socketio_login_required def corpus_analysis_get_meta_data(corpus_id): # get meta data from db db_corpus = Corpus.query.get(corpus_id) metadata = {} metadata['corpus_name'] = db_corpus.title metadata['corpus_description'] = db_corpus.description metadata['corpus_creation_date'] = db_corpus.creation_date.isoformat() metadata['corpus_last_edited_date'] = \ db_corpus.last_edited_date.isoformat() client = corpus_analysis_clients.get(request.sid) if client is None: response = {'code': 424, 'desc': 'No client found for this session', 'msg': 'Failed Dependency'} socketio.emit('corpus_analysis_query', response, room=request.sid) return # check if client is busy or not if client.status == 'running': client.status = 'abort' while client.status != 'ready': socketio.sleep(0.1) # get meta data from corpus in cqp server client.status = 'running' try: client_corpus = client.corpora.get('CORPUS') metadata['corpus_properties'] = client_corpus.attrs['properties'] metadata['corpus_size_tokens'] = client_corpus.attrs['size'] text_attr = client_corpus.structural_attributes.get('text') struct_attrs = client_corpus.structural_attributes.list( filters={'part_of': text_attr}) text_ids = range(0, (text_attr.attrs['size'])) texts_metadata = {} for text_id in text_ids: texts_metadata[text_id] = {} for struct_attr in struct_attrs: texts_metadata[text_id][struct_attr.attrs['name'][(len(text_attr.attrs['name']) + 1):]] = struct_attr.values_by_ids(list(range(struct_attr.attrs['size'])))[text_id] # noqa metadata['corpus_all_texts'] = texts_metadata metadata['corpus_analysis_date'] = datetime.utcnow().isoformat() metadata['corpus_cqi_py_protocol_version'] = client.api.version metadata['corpus_cqi_py_package_version'] = cqi.__version__ # TODO: make this dynamically metadata['corpus_cqpserver_version'] = 'CQPserver v3.4.22' # write some metadata to the db db_corpus.current_nr_of_tokens = metadata['corpus_size_tokens'] db.session.commit() # emit data payload = metadata response = {'code': 200, 'desc': 'Corpus meta data', 'msg': 'OK', 'payload': payload} socketio.emit('corpus_analysis_meta_data', response, room=request.sid) except cqi.errors.CQiException as e: payload = {'code': e.code, 'desc': e.description, 'msg': e.name} response = {'code': 500, 'desc': None, 'msg': 'Internal Server Error', 'payload': payload} socketio.emit('corpus_analysis_meta_data', response, room=request.sid) client.status = 'ready' @socketio.on('corpus_analysis_query') @socketio_login_required def corpus_analysis_query(query): client = corpus_analysis_clients.get(request.sid) if client is None: response = {'code': 424, 'desc': 'No client found for this session', 'msg': 'Failed Dependency'} socketio.emit('corpus_analysis_query', response, room=request.sid) return if client.status == 'running': client.status = 'abort' while client.status != 'ready': socketio.sleep(0.1) try: corpus = client.corpora.get('CORPUS') query_status = corpus.query(query) results = corpus.subcorpora.get('Results') except cqi.errors.CQiException as e: payload = {'code': e.code, 'desc': e.description, 'msg': e.name} response = {'code': 500, 'desc': None, 'msg': 'Internal Server Error', 'payload': payload} socketio.emit('corpus_analysis_query', response, room=request.sid) return payload = {'status': query_status, 'msg': cqi.api.specification.lookup[query_status], 'match_count': results.attrs['size']} response = {'code': 200, 'desc': None, 'msg': 'OK', 'payload': payload} socketio.emit('corpus_analysis_query', response, room=request.sid) chunk_size = 100 chunk_start = 0 context = 50 progress = 0 client.status = 'running' while chunk_start <= results.attrs['size']: if client.status == 'abort': break chunk = results.export(context=context, cutoff=chunk_size, expand_lists=False, offset=chunk_start) chunk['cpos_ranges'] = True if (results.attrs['size'] == 0): progress = 100 else: progress = ((chunk_start + chunk_size) / results.attrs['size']) * 100 # noqa progress = min(100, int(math.ceil(progress))) response = {'code': 200, 'desc': None, 'msg': 'OK', 'payload': {'chunk': chunk, 'progress': progress}} socketio.emit('corpus_analysis_query_results', response, room=request.sid) chunk_start += chunk_size client.status = 'ready' @socketio.on('corpus_analysis_get_match_with_full_context') @socketio_login_required def corpus_analysis_get_match_with_full_context(payload): type = payload['type'] data_indexes = payload['data_indexes'] first_cpos = payload['first_cpos'] last_cpos = payload['last_cpos'] client = corpus_analysis_clients.get(request.sid) if client is None: response = {'code': 424, 'desc': 'No client found for this session', 'msg': 'Failed Dependency', 'type': type, 'data_indexes': data_indexes} socketio.emit('corpus_analysis_get_match_with_full_context', response, room=request.sid) return if client.status == 'running': client.status = 'abort' while client.status != 'ready': socketio.sleep(0.1) client.status = 'running' try: corpus = client.corpora.get('CORPUS') s = corpus.structural_attributes.get('s') payload = {} payload['matches'] = [] payload['cpos_lookup'] = {} payload['text_lookup'] = {} payload['cpos_ranges'] = True payload['progress'] = 0 i = 0 # Send data one match at a time. for index, f_cpos, l_cpos in zip(data_indexes, first_cpos, last_cpos): i += 1 tmp_match = s.export(f_cpos, l_cpos, context=10) payload['matches'].append(tmp_match['matches'][0]) payload['cpos_lookup'].update(tmp_match['cpos_lookup']) payload['text_lookup'].update(tmp_match['text_lookup']) payload['progress'] = i/len(data_indexes)*100 response = {'code': 200, 'desc': None, 'msg': 'OK', 'payload': payload, 'type': type, 'data_indexes': data_indexes} socketio.emit('corpus_analysis_get_match_with_full_context', response, room=request.sid) payload['matches'] = [] payload['cpos_lookup'] = {} payload['text_lookup'] = {} except cqi.errors.CQiException as e: payload = {'code': e.code, 'desc': e.description, 'msg': e.name} response = {'code': 500, 'desc': None, 'msg': 'Internal Server Error', 'payload': payload, 'type': type, 'data_indexes': data_indexes} socketio.emit('corpus_analysis_get_match_with_full_context', response, room=request.sid) client.status = 'ready' def corpus_analysis_session_handler(app, corpus_id, user_id, session_id): with app.app_context(): ''' Setup analysis session ''' corpus = Corpus.query.get(corpus_id) user = User.query.get(user_id) if corpus is None: response = {'code': 404, 'desc': None, 'msg': 'Not Found'} socketio.emit('corpus_analysis_init', response, room=session_id) return elif not (corpus.creator == user or user.is_administrator()): response = {'code': 403, 'desc': None, 'msg': 'Forbidden'} socketio.emit('corpus_analysis_init', response, room=session_id) return elif corpus.status == 'unprepared': response = {'code': 424, 'desc': 'Corpus is not prepared', 'msg': 'Failed Dependency'} socketio.emit('corpus_analysis_init', response, room=request.sid) return while corpus.status != 'analysing': db.session.refresh(corpus) socketio.sleep(3) client = cqi.CQiClient('cqpserver_{}'.format(corpus_id)) try: connect_status = client.connect() payload = {'code': connect_status, 'msg': cqi.api.specification.lookup[connect_status]} except cqi.errors.CQiException as e: payload = {'code': e.code, 'desc': e.description, 'msg': e.name} response = {'code': 500, 'desc': None, 'msg': 'Internal Server Error', 'payload': payload} socketio.emit('corpus_analysis_init', response, room=session_id) return except gaierror: response = {'code': 500, 'desc': None, 'msg': 'Internal Server Error'} socketio.emit('corpus_analysis_init', response, room=session_id) return corpus_analysis_clients[session_id] = client if corpus_id not in corpus_analysis_sessions: corpus_analysis_sessions[corpus_id] = [session_id] else: corpus_analysis_sessions[corpus_id].append(session_id) client.status = 'ready' response = {'code': 200, 'desc': None, 'msg': 'OK', 'payload': payload} socketio.emit('corpus_analysis_init', response, room=session_id) ''' Observe analysis session ''' while session_id in connected_sessions: socketio.sleep(3) ''' Teardown analysis session ''' if client.status == 'running': client.status = 'abort' while client.status != 'ready': socketio.sleep(0.1) try: client.disconnect() except cqi.errors.CQiException: pass corpus_analysis_clients.pop(session_id, None) corpus_analysis_sessions[corpus_id].remove(session_id) if not corpus_analysis_sessions[corpus_id]: corpus_analysis_sessions.pop(corpus_id, None) corpus.status = 'stop analysis' db.session.commit()