def main():
arg_helper = CmdArgumentsHelper();
arg_helper.add_argument('query', 'q', 'query', 1);
arg_helper.add_argument('root_dir', 'r', 'root', 1);
arg_helper.add_argument('top_tag_num', 't', 'top_tag_num', 1);
args = arg_helper.read_arguments();
print (args);
root = args['root_dir'];
top_tag_num = int(args['top_tag_num']);
query = args['query'];
from PhotoDao import PhotoDao;
from DBHelper import DBHelper;
db_helper = DBHelper();
db_helper.init(root);
photo_dao = PhotoDao(db_helper);
print('get photo ids.');
tic();
photo_ids = photo_dao.getClassPhotoIds(query, ''.join([query]));
toc();
print('get photos ...');
tic();
photos = photo_dao.getPhotos(query, photo_ids);
toc();
print('gen top tags via user...');
from task_gen_top_tags import task_gen_top_tag_via_user;
tic();
top_word = task_gen_top_tag_via_user(photos, query, top_tag_num, root);
toc();
print('build tag features...');
from task_gen_top_tags import task_build_tag_features;
tic();
task_build_tag_features(top_word, query, photos, 0, root);
toc();
print("process_files_parallel()", time.time()-start);
photos = [];
for photo_info in photos_keep:
if(photo_info['keep']):
photos.append(photo_info['photo']);
return photos;
if __name__ == '__main__':
from PhotoDao import PhotoDao;
from DBHelper import DBHelper;
db_helper = DBHelper();
root = '/nas02/home/h/o/hongtao/Iconic';
db_helper.init(root);
query = 'love';
photo_dao = PhotoDao(db_helper);
photo_ids = photo_dao.getClassPhotoIds(query, ''.join([query]));
# photo_ids = photo_ids[0:100];
# photos = photo_dao.getPhotos(query, photo_ids);
photos = getPhotosMultiThread(root, query, photo_ids);
print('obtain ' + str(len(photos)) + ' photos.');
top_tagfile = '/nas02/home/h/o/hongtao/magiconic/FlickrDownloader/tmp_dir/data/tags/%s.txt' % query;
fin = open(top_tagfile, 'r');
for tag in fin:
top_tags.append(tag.strip());
photos = filter_photos_with_top_tags(photos);
print('after filter image photos, ' + str(len(photos)) + ' images left.');
new_photo_ids = [];
for photo in photos:
