def read_user_features(about, user_ids, user_id_mapping):
features = Features()
features.item_ids = user_id_mapping
if user_ids:
for uid in user_id_mapping:
features.add_feature(uid, 'user_id:' + uid)
if about:
# Add intercepts
for uid in user_id_mapping:
features.add_feature(uid, 'intercept')
for i, (user_id, about_me) in enumerate(read_user_data()):
clean_about = (strip_tags(about_me).replace('\n', ' ').lower())
clean_about = _process_post_body(clean_about)
for token in clean_about:
features.add_feature(user_id, 'about:' + token)
features.set_shape()
return features
def read_user_features(about, user_ids, user_id_mapping):
features = Features()
features.item_ids = user_id_mapping
if user_ids:
for uid in user_id_mapping:
features.add_feature(uid, 'user_id:' + uid)
if about:
# Add intercepts
for uid in user_id_mapping:
features.add_feature(uid, 'intercept')
for i, (user_id, about_me) in enumerate(read_user_data()):
clean_about = (strip_tags(about_me)
.replace('\n', ' ')
.lower())
clean_about = _process_post_body(clean_about)
for token in clean_about:
features.add_feature(user_id, 'about:' + token)
features.set_shape()
return features
