2019-11-12 12:23:54 +00:00
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from app import db, logger, socketio
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2019-11-06 13:35:33 +00:00
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from app.events import connected_sessions
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2020-01-27 12:18:54 +00:00
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from app.models import Corpus, User
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2020-03-23 09:28:07 +00:00
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from .cqi import CQiClient
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2019-11-06 13:35:33 +00:00
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from flask import current_app, request
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2019-11-12 11:04:07 +00:00
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from flask_login import current_user, login_required
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2020-03-23 09:28:07 +00:00
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import math
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2019-11-06 13:35:33 +00:00
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2019-11-11 13:20:44 +00:00
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'''
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2019-11-12 11:04:07 +00:00
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' A dictionary containing lists of, with corpus ids associated, Socket.IO
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' session ids (sid). {<corpus_id>: [<sid>, ...], ...}
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2019-11-11 13:20:44 +00:00
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'''
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2019-11-22 13:13:14 +00:00
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corpus_analysis_sessions = {}
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2019-11-11 13:20:44 +00:00
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'''
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' A dictionary containing Socket.IO session id - CQi client pairs.
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2019-11-12 11:04:07 +00:00
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' {<sid>: CQiClient, ...}
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2019-11-11 13:20:44 +00:00
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'''
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2019-11-22 13:13:14 +00:00
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corpus_analysis_clients = {}
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2019-11-06 13:35:33 +00:00
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2020-01-27 12:18:54 +00:00
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@socketio.on('corpus_analysis_init')
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2019-11-06 13:35:33 +00:00
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@login_required
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2020-01-27 12:18:54 +00:00
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def init_corpus_analysis(corpus_id):
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2020-01-27 15:11:34 +00:00
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logger.warning("Initiating corpus analysis.")
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2020-01-27 12:18:54 +00:00
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socketio.start_background_task(corpus_analysis_session_handler,
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current_app._get_current_object(),
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corpus_id, current_user.id, request.sid)
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2019-11-06 13:35:33 +00:00
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2020-03-12 13:13:07 +00:00
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@socketio.on('corpus_analysis_query')
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2019-11-12 11:04:07 +00:00
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@login_required
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2020-03-12 13:13:07 +00:00
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def corpus_analysis_query(query):
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2019-11-22 13:13:14 +00:00
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client = corpus_analysis_clients.get(request.sid)
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if client is None:
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2020-03-12 13:18:07 +00:00
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socketio.emit('query', '[424]: Failed Dependency', room=request.sid)
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2019-11-18 10:08:33 +00:00
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return
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2020-03-23 09:28:07 +00:00
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corpus = client.corpora.get('CORPUS')
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2020-01-16 10:56:16 +00:00
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try:
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2020-03-23 09:28:07 +00:00
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results = corpus.query(query)
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2020-01-16 10:56:16 +00:00
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except Exception as e:
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logger.warning(e)
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2020-01-27 15:11:34 +00:00
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response = str(e)
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if response == "CQI_CQP_ERROR_GENERAL":
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2020-03-12 13:13:07 +00:00
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response = {'code': 1}
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2020-01-27 15:11:34 +00:00
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socketio.emit('corpus_analysis_query', response, room=request.sid)
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2020-01-16 10:56:16 +00:00
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else:
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2020-03-23 08:10:35 +00:00
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chunk_size = 100
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chunk_start = 0
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context = 100
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progress = 0
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while chunk_start <= results.size:
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2020-03-23 09:28:07 +00:00
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chunk = results.dump_values(context=context,
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first_result=chunk_start,
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num_results=chunk_size)
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2020-03-23 08:10:35 +00:00
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progress = ((chunk_start + chunk_size) / results.size) * 100
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progress = min(100, int(math.ceil(progress)))
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socketio.emit('corpus_analysis_query',
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{'chunk': chunk, 'progress': progress,
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2020-03-23 09:28:07 +00:00
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'num_matches_total': results.size},
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2020-03-23 08:10:35 +00:00
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room=request.sid)
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chunk_start += chunk_size
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2019-11-06 13:35:33 +00:00
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2019-12-02 15:13:53 +00:00
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@socketio.on('inspect_match')
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@login_required
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def inspect_match(message):
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client = corpus_analysis_clients.get(request.sid)
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if client is None:
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socketio.emit('query', '[424]: Failed Dependency',
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room=request.sid)
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return
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# Get more context for given match CPOS
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match_context = client.get_sentences(message['cpos'],
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get_surrounding_s=True,
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l_r_s_context_additional_len=3)
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socketio.emit('match_context', match_context, room=request.sid)
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2020-01-27 12:18:54 +00:00
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def corpus_analysis_session_handler(app, corpus_id, user_id, session_id):
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2019-11-06 13:35:33 +00:00
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with app.app_context():
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2019-11-22 13:13:14 +00:00
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''' Setup analysis session '''
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corpus = Corpus.query.get(corpus_id)
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2020-01-27 12:18:54 +00:00
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user = User.query.get(user_id)
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if corpus is None:
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response = {'code': 404, 'msg': 'Not Found'}
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socketio.emit('corpus_analysis_init', response, room=session_id)
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return
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elif not (corpus.creator == user or user.is_administrator()):
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response = {'code': 403, 'msg': 'Forbidden'}
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socketio.emit('corpus_analysis_init', response, room=session_id)
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return
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2019-11-22 13:13:14 +00:00
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while corpus.status != 'analysing':
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db.session.refresh(corpus)
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socketio.sleep(3)
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2020-03-23 09:28:07 +00:00
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client = CQiClient('corpus_{}_analysis'.format(corpus_id))
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2020-03-16 12:15:13 +00:00
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try:
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client.connect()
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except Exception:
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response = {'code': 500, 'msg': 'Internal Server Error'}
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socketio.emit('corpus_analysis_init', response, room=session_id)
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return
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2019-11-22 13:13:14 +00:00
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corpus_analysis_clients[session_id] = client
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if corpus_id not in corpus_analysis_sessions:
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corpus_analysis_sessions[corpus_id] = [session_id]
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else:
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corpus_analysis_sessions[corpus_id].append(session_id)
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2020-01-27 12:18:54 +00:00
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response = {'code': 201, 'msg': 'Created'}
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socketio.emit('corpus_analysis_init', response, room=session_id)
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2019-11-22 13:13:14 +00:00
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''' Observe analysis session '''
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2019-11-06 13:35:33 +00:00
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while session_id in connected_sessions:
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2019-11-12 12:23:54 +00:00
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socketio.sleep(3)
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2019-11-22 13:13:14 +00:00
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''' Teardown analysis session '''
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2020-03-16 12:15:13 +00:00
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try:
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client.disconnect()
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except Exception:
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pass
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2019-11-22 13:13:14 +00:00
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corpus_analysis_clients.pop(session_id, None)
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corpus_analysis_sessions[corpus_id].remove(session_id)
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if not corpus_analysis_sessions[corpus_id]:
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corpus_analysis_sessions.pop(corpus_id, None)
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2019-11-11 10:51:18 +00:00
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corpus.status = 'stop analysis'
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2019-11-12 11:04:07 +00:00
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db.session.commit()
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