def processHistoryLink(history_posts, user):
history_movie_entities, history_music_entities = [], []
ex = datetime.now() - timedelta(days=14)
for item in history_posts:
tids = []
url = ""
description = ""
title = ""
message = ""
created = item['created_time'][:10]
if 'name' in item:
title = item['name']
plink = item['link']
post_id = item['id']
if 'youtube' in plink or 'youtu.be' in plink:
tids, url = youtubeAPI.getEntity(plink, title)
check = {}
if tids:
for tid in tids:
check = text_analysis_freebase.link_search(tid, title)
if check:
break
entity = check
if entity:
if entity['type'] == 'movie' and entity['genres']:
for gen in entity['genres']:
if (gen in user['movie_genres'].keys()):
user['movie_genres'][gen] += 1
else:
user['movie_genres'][gen] = 1
user['movie_categories'].append({
'like_name': entity['name'],
'fb_id': post_id,
'genres': entity['genres']
})
elif entity['type'] == 'music' and entity['genres']:
for key in entity['genres']:
if key in user['music_genres'].keys():
user['music_genres'][key] += 1
else:
user['music_genres'][key] = 1
user['music_categories'].append({
'like_name': entity['name'],
'fb_id': post_id,
'genres': entity['genres']
})
return user, history_movie_entities, history_music_entities
def processHistoryLink(history_posts,user):
history_movie_entities,history_music_entities = [],[]
ex = datetime.now() - timedelta(days=14)
for item in history_posts:
tids = []
url = ""
description = ""
title = ""
message = ""
created = item['created_time'][:10]
if 'name' in item:
title = item['name']
plink = item['link']
post_id = item['id']
if 'youtube' in plink or 'youtu.be' in plink:
tids,url= youtubeAPI.getEntity(plink,title)
check = {}
if tids:
for tid in tids:
check = text_analysis_freebase.link_search(tid,title)
if check:
break
entity = check
if entity:
if entity['type'] == 'movie' and entity['genres']:
for gen in entity['genres']:
if (gen in user['movie_genres'].keys()):
user['movie_genres'][gen] += 1
else:
user['movie_genres'][gen] = 1
user['movie_categories'].append({'like_name':entity['name'],'fb_id':post_id,'genres':entity['genres']})
elif entity['type'] == 'music' and entity['genres']:
for key in entity['genres']:
if key in user['music_genres'].keys():
user['music_genres'][key] += 1
else:
user['music_genres'][key] = 1
user['music_categories'].append({'like_name':entity['name'],'fb_id':post_id,'genres':entity['genres']})
return user,history_movie_entities,history_music_entities
def process_link(link,proc_posts,movies10,music10,args):
i = args['i']
scores = args['scores']
movie_genres = args['movie']
music_genres = args['music']
picture = args['pic']
description = " "
title = " "
score_now = 0
post_id = link['id']
if post_id not in proc_posts:
proc_posts.append(post_id)
else:
return proc_posts,movies10,music10
if 'message' in link:
message = link['message']
else:
message = ''
if 'comments' in link:
comments = link['comments']['data']
else:
comments = ''
created = link['created_time'][:10]
if 'name' in link:
title = link['name']
if 'description' in link:
description = link['description']
plink = link['link']
if 'youtube' in plink or 'youtu.be' in plink:
tids,url= youtubeAPI.getEntity(plink,title)
check = {}
if bool(tids):
f_score = 0 #final score
m_score = analysis.sentiment_analysis(message.encode('utf-8')) #message score
if m_score >=-0.1:
f_score +=1
else:
f_score -=1
for c in comments:
if c['from']['id'] == scores[i]['facebook_id']:
c_score = 0
c_score = analysis.sentiment_analysis(c['message'].encode('utf8')) #comment_score
if c_score >=-0.1:
f_score+=1
else:
f_score-=1
if f_score < 0:
return proc_posts,movies10,music10
for tid in tids:
check = text_analysis_freebase.link_search(tid,title)
if check:
break
else:
return proc_posts,movies10,music10
entity = check
if entity:
ubuff = 0
if entity['type'] == 'movie' and entity['genres']:
for gen in entity['genres']:
if (gen in movie_genres.keys()):
ubuff += movie_genres[gen]
ubuff = float(ubuff)/len(entity['genres'])
score_now = float(scores[i]['movie_score']['movie_friend_score'])*ubuff
score_now = int(round(score_now,0))
exist_flag = 0
for it in movies10:#EDW
if ((post_id == it["post_id"]) and (url == it["embed"])) or url == it["embed"]:
exist_flag = 1
if (exist_flag == 0):
movies10.append({"name":scores[i]['friend_name'],"f_id":scores[i]['facebook_id'],"post_id":post_id,"score":score_now,"message":message.encode('utf-8'),'link':plink,'picture':picture,"title":title,'description':description,'embed':url,'created':created,'genres':entity['genres'],'rated':0})
elif entity['type'] == 'music' and entity['genres']:
for key in entity['genres']:
if key in music_genres.keys():
ubuff += music_genres[key]
ubuff = float(ubuff)/len(entity['genres'])
score_now = float(scores[i]['music_score']['music_friend_score'])*ubuff
score_now = int(round(score_now,0))
exist_flag = 0
for it in music10:
if ((post_id == it["post_id"]) and (url == it["embed"])) or url == it["embed"]:
exist_flag = 1
if exist_flag == 0:
music10.append({"name":scores[i]['friend_name'],"f_id":scores[i]['facebook_id'],"post_id":post_id,"score":score_now,"message":message.encode('utf-8'),"link":plink,'picture':picture,"title":title,'description':description,'embed':url,'created':created,'genres':entity['genres'],'rated':0})
return proc_posts,movies10,music10
def process_link(link, proc_posts, movies10, music10, args):
i = args['i']
scores = args['scores']
movie_genres = args['movie']
music_genres = args['music']
picture = args['pic']
description = " "
title = " "
score_now = 0
post_id = link['id']
if post_id not in proc_posts:
proc_posts.append(post_id)
else:
return proc_posts, movies10, music10
if 'message' in link:
message = link['message']
else:
message = ''
if 'comments' in link:
comments = link['comments']['data']
else:
comments = ''
created = link['created_time'][:10]
if 'name' in link:
title = link['name']
if 'description' in link:
description = link['description']
plink = link['link']
if 'youtube' in plink or 'youtu.be' in plink:
tids, url = youtubeAPI.getEntity(plink, title)
check = {}
if bool(tids):
f_score = 0 #final score
m_score = analysis.sentiment_analysis(
message.encode('utf-8')) #message score
if m_score >= -0.1:
f_score += 1
else:
f_score -= 1
for c in comments:
if c['from']['id'] == scores[i]['facebook_id']:
c_score = 0
c_score = analysis.sentiment_analysis(
c['message'].encode('utf8')) #comment_score
if c_score >= -0.1:
f_score += 1
else:
f_score -= 1
if f_score < 0:
return proc_posts, movies10, music10
for tid in tids:
check = text_analysis_freebase.link_search(tid, title)
if check:
break
else:
return proc_posts, movies10, music10
entity = check
if entity:
ubuff = 0
if entity['type'] == 'movie' and entity['genres']:
for gen in entity['genres']:
if (gen in movie_genres.keys()):
ubuff += movie_genres[gen]
ubuff = float(ubuff) / len(entity['genres'])
score_now = float(
scores[i]['movie_score']['movie_friend_score']) * ubuff
score_now = int(round(score_now, 0))
exist_flag = 0
for it in movies10: #EDW
if ((post_id == it["post_id"]) and
(url == it["embed"])) or url == it["embed"]:
exist_flag = 1
if (exist_flag == 0):
movies10.append({
"name": scores[i]['friend_name'],
"f_id": scores[i]['facebook_id'],
"post_id": post_id,
"score": score_now,
"message": message.encode('utf-8'),
'link': plink,
'picture': picture,
"title": title,
'description': description,
'embed': url,
'created': created,
'genres': entity['genres'],
'rated': 0
})
elif entity['type'] == 'music' and entity['genres']:
for key in entity['genres']:
if key in music_genres.keys():
ubuff += music_genres[key]
ubuff = float(ubuff) / len(entity['genres'])
score_now = float(
scores[i]['music_score']['music_friend_score']) * ubuff
score_now = int(round(score_now, 0))
exist_flag = 0
for it in music10:
if ((post_id == it["post_id"]) and
(url == it["embed"])) or url == it["embed"]:
exist_flag = 1
if exist_flag == 0:
music10.append({
"name": scores[i]['friend_name'],
"f_id": scores[i]['facebook_id'],
"post_id": post_id,
"score": score_now,
"message": message.encode('utf-8'),
"link": plink,
'picture': picture,
"title": title,
'description': description,
'embed': url,
'created': created,
'genres': entity['genres'],
'rated': 0
})
return proc_posts, movies10, music10
