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merge_story.py
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merge_story.py
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import os
import sys
import json
import fileinput
### for bert pretrained
bert_pretrained = False ###modify for lower or not
out_chaochu = True ###modify
oper=int(sys.argv[1])
folder = sys.argv[2]
epoch=int(sys.argv[3])
if oper==1:
y1_file = './{}/samples/val_y1.{}'.format(folder, epoch) #yy_gt and yy_pred
y2_file = './{}/samples/val_y2.{}'.format(folder, epoch) #yy_gt and yy_pred
y3_file = './{}/samples/val_y3.{}'.format(folder, epoch) #yy_gt and yy_pred
x_file = './{}/samples/val_x.{}'.format(folder, epoch)
yy1_gt_y1 = './{}/samples/val_yy1gt_y1.{}'.format(folder, epoch) #yy_gt and y_gt
yy2_gt_y2 = './{}/samples/val_yy2gt_y2.{}'.format(folder, epoch) #yy_gt and y_gt
yy3_gt_y3 = './{}/samples/val_yy3gt_y3.{}'.format(folder, epoch) #yy_gt and y_gt
#把标点符号合并进句子#[',','?','!','.']，去除bert的##分词符号
pro_file_list = [y1_file, y2_file, y3_file, x_file, yy1_gt_y1, yy2_gt_y2, yy3_gt_y3]
for file_ in pro_file_list:
for line in fileinput.input(file_,inplace = True):
line = line.strip().replace(" .",".")
line = line.strip().replace(" ,",",")
line = line.strip().replace(" ?","?")
line = line.strip().replace(" !","!")
line = line.strip().replace(" ##","")
while line.find("..") != -1:
line = line.strip().replace("..",".")
print(line)
# save all endings as dict 使用x1做为key, no重复
dev_data = './data/TimeTravel-no-filter/dev_data.json'
test_data = './data/TimeTravel-no-filter/test_data.json'
lookup_dict = {}
import json
with open(dev_data,'r') as load_f:
line = load_f.readline()
while line is not '':
line_dict = json.loads(line)
if bert_pretrained:
x1 = line_dict['premise'][:-1].lower()
for i in range(len(line_dict['edited_endings'])):
for j in range(len(line_dict['edited_endings'][i])):
line_dict['edited_endings'][i][j] = line_dict['edited_endings'][i][j].lower()
else:
x1 = line_dict['premise'][:-1]
lookup_dict[x1] = line_dict['edited_endings']
line = load_f.readline()
with open(test_data,'r') as load_f:
line = load_f.readline()
while line is not '':
line_dict = json.loads(line)
if bert_pretrained:
x1 = line_dict['premise'][:-1].lower()
for i in range(len(line_dict['edited_endings'])):
for j in range(len(line_dict['edited_endings'][i])):
line_dict['edited_endings'][i][j] = line_dict['edited_endings'][i][j].lower()
else:
x1 = line_dict['premise'][:-1]
lookup_dict[x1] = line_dict['edited_endings']
line = load_f.readline()
# 创造评估文件
unfound=0
story_file_pred_dir = './Evaluation_model/StoryTask/results/{}'.format(folder)
story_file_gt_dir = './Evaluation_model/StoryTask/results/{}'.format(folder)
if not os.path.exists(story_file_pred_dir):
os.makedirs(story_file_pred_dir)
if not os.path.exists(story_file_gt_dir):
os.makedirs(story_file_gt_dir)
story_file_pred = open('{}/story{}_pred.txt'.format(story_file_pred_dir, epoch),'w')
story_file_gt = open('{}/story{}_gt.jsonl'.format(story_file_gt_dir, epoch),'w')
import re
write_num=0
with open(y1_file,'r') as y1_f, open(y2_file,'r') as y2_f, open(y3_file,'r') as y3_f, open(x_file,'r') as x_f, open(yy1_gt_y1, 'r') as yy1_gt_y1_f, open(yy2_gt_y2, 'r') as yy2_gt_y2_f, open(yy3_gt_y3, 'r') as yy3_gt_y3_f:
yy1_gt = y1_f.readline().strip()
yy1_pred = y1_f.readline().strip()
yy2_gt = y2_f.readline().strip()
yy2_pred = y2_f.readline().strip()
yy3_gt = y3_f.readline().strip()
yy3_pred = y3_f.readline().strip()
x1x2 = x_f.readline().strip()
x1xx2 = x_f.readline().strip()
if out_chaochu:
yy1_pred = re.split("\. |\? |! ", yy1_pred)[0]+'.'
yy2_pred = re.split("\. |\? |! ", yy2_pred)[0]+'.'
yy3_pred = re.split("\. |\? |! ", yy3_pred)[0]+'.'
x1 = re.split("\.|!|\?", x1x2)[0].strip()
yy1_gt_y1_f.readline().strip() ##去掉yy1_gt,前面已经读了
y1_gt = yy1_gt_y1_f.readline().strip() #y1_gt
yy2_gt_y2_f.readline().strip()
y2_gt = yy2_gt_y2_f.readline().strip() #y2_gt
yy3_gt_y3_f.readline().strip()
y3_gt = yy3_gt_y3_f.readline().strip() #y3_gt
while yy1_gt is not '':
story_o = {}
story_o['ori_context'] = x1x2
story_o['cf_context'] = x1xx2
story_o['ori_endinng'] = y1_gt + ' ' + y2_gt + ' ' + y3_gt
if x1 not in lookup_dict:
unfound+=1
#print('unfound: ', unfound)
yy1_gt = y1_f.readline().strip()
yy1_pred = y1_f.readline().strip()
yy2_gt = y2_f.readline().strip()
yy2_pred = y2_f.readline().strip()
yy3_gt = y3_f.readline().strip()
yy3_pred = y3_f.readline().strip()
x1x2 = x_f.readline().strip()
x1xx2 = x_f.readline().strip()
if out_chaochu:
#if "the bus was late, and if she didn ' t start walking soon, she ' d be late." in yy1_pred:
yy1_pred = re.split("\. |\? |! ", yy1_pred)[0]+'.'
yy2_pred = re.split("\. |\? |! ", yy2_pred)[0]+'.'
yy3_pred = re.split("\. |\? |! ", yy3_pred)[0]+'.'
x1 = re.split("\.|!|\?", x1x2)[0].strip()
yy1_gt_y1_f.readline().strip() ##去掉yy1_gt,前面已经读了
y1_gt = yy1_gt_y1_f.readline().strip() #y1_gt
yy2_gt_y2_f.readline().strip()
y2_gt = yy2_gt_y2_f.readline().strip() #y2_gt
yy3_gt_y3_f.readline().strip()
y3_gt = yy3_gt_y3_f.readline().strip() #y3_gt
continue
story_o['gold_end'] = lookup_dict[x1]
story_o_str = json.dumps(story_o)
story_c = yy1_pred + ' ' + yy2_pred + ' ' + yy3_pred
story_file_gt.writelines([story_o_str+'\n'])
story_file_pred.writelines([story_c+'\n'])
yy1_gt = y1_f.readline().strip()
yy1_pred = y1_f.readline().strip()
yy2_gt = y2_f.readline().strip()
yy2_pred = y2_f.readline().strip()
yy3_gt = y3_f.readline().strip()
yy3_pred = y3_f.readline().strip()
x1x2 = x_f.readline().strip()
x1xx2 = x_f.readline().strip()
if out_chaochu:
yy1_pred = re.split("\. |\? |! ", yy1_pred)[0]+'.'
yy2_pred = re.split("\. |\? |! ", yy2_pred)[0]+'.'
yy3_pred = re.split("\. |\? |! ", yy3_pred)[0]+'.'
x1 = re.split("\.|!|\?", x1x2)[0].strip()
yy1_gt_y1_f.readline().strip() ##去掉yy1_gt,前面已经读了
y1_gt = yy1_gt_y1_f.readline().strip() #y1_gt
yy2_gt_y2_f.readline().strip()
y2_gt = yy2_gt_y2_f.readline().strip() #y2_gt
yy3_gt_y3_f.readline().strip()
y3_gt = yy3_gt_y3_f.readline().strip() #y3_gt
else:
story_file_pred_dir = './Evaluation_model/StoryTask/results/{}/story{}_pred.txt'.format(folder, epoch)
for line in fileinput.input(story_file_pred_dir,inplace = True):
line = line.strip().replace(" .",".")
line = line.strip().replace(" ,",",")
line = line.strip().replace(" ?","?")
line = line.strip().replace(" !","!")
line = line.strip().replace(" ##","")
while line.find("..") != -1:
line = line.strip().replace("..",".")
while line.find("!!") != -1:
line = line.strip().replace("!!","!")
while line.find("!.") != -1:
line = line.strip().replace("!.","!")
while line.find(".!") != -1:
line = line.strip().replace(".!","!")
print(line)