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util.py
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def substring_mask(s1,s2,mask_id=0):
m = [[0 for i in range(len(s2)+1)] for j in range(len(s1)+1)]
mmax = 0
p = 0
for i in range(len(s1)):
for j in range(len(s2)):
if s1[i] == s2[j]:
m[i+1][j+1] = m[i][j] + 1
if m[i+1][j+1] > mmax:
mmax = m[i+1][j+1]
p = j+1
#print(mmax)
for i in range(p-mmax,p):
s2[i]=mask_id
return s2
#return mmax
def subsequence_mask(s1,s2,mask_id=0):
m, n = len(s1), len(s2)
dp = [[0] * (n + 1) for _ in range(m + 1)]
path=[]
for i in range(1, m + 1):
for j in range(1, n + 1):
if s1[i - 1] == s2[j - 1]:
dp[i][j] = dp[i - 1][j - 1] + 1
else:
dp[i][j] = max(dp[i - 1][j], dp[i][j - 1])
x=m
y=n
while (x!=0) and (y!=0):
if dp[x-1][y]==dp[x][y]:
x-=1
continue
elif dp[x][y-1]==dp[x][y]:
y-=1
path.append(0)
continue
else:
x-=1
y-=1
path.append(1)
if len(path)<len(s2):
path.extend([0]*(len(s2)-len(path)))
path.reverse()
for i in range(len(path)):
if path[i]:
s2[i]=mask_id
return s2
def overlap_mask(s1,s2,mask_id=0):
wordset=set(s1)
count=0
for i in range(len(s2)):
if s2[i] in wordset:
s2[i]=mask_id
return s2
lang_dict={
'en':'English',
'zh':'中文',
'eng_Latn':'English',
'cat_Latn':'Catalan',
'pan_Guru':'Eastern Panjabi',
'ibo_Latn':'Igbo',
'tsn_Latn':'Tswana',
'zho_Hans':'Chinese'
}
def template_for_ppl(examples,test_src,src_language,tgt_language):
prompt=''
suffix=''
template="""
[{}]: {}
[{}]: {}"""
prompt=suffix
for example in examples:
prompt+=template.format(lang_dict[src_language],example['src'],lang_dict[tgt_language],example['tgt'])
prompt+=template.format(lang_dict[src_language],test_src,lang_dict[tgt_language],"")
return prompt
def template_for_generation(examples,test_src,src_language,tgt_language):
prompt=''
suffix=''
template="""[{}]: {} [{}]: {}"""
prompt=suffix
for example in examples:
prompt+=template.format(lang_dict[src_language], example['src'], lang_dict[tgt_language], example['tgt'])
prompt+=template.format(lang_dict[src_language], test_src, lang_dict[tgt_language], "")
return prompt
# import os
# directory='/home/tingchen_fu/DialogStructure/dump_ubuntu/ensemums1'
# for file in os.listdir(directory):
# if '25000' in file:
# continue
# path=os.path.join(directory,file)
# os.system('rm '+path)
import datetime
import os
def update_argument(args,setting=None):
MOUNT_DIR='/apdcephfs/share_916081/shared_info/tingchenfu'
# DATASET
if args.dataset=='WMTnews21':
if args.source_language == 'en' and args.target_language == 'zh':
args.dev_src_file = [
os.path.join(MOUNT_DIR,'Dataset/WMTnews/WMT2017.dev.enzh.src',),
os.path.join(MOUNT_DIR,'Dataset/WMTnews/WMT2017.test.enzh.src',),
os.path.join(MOUNT_DIR,'Dataset/WMTnews/WMT2018.test.enzh.src',),
os.path.join(MOUNT_DIR,'Dataset/WMTnews/WMT2019.test.enzh.src',),
]
args.dev_tgt_file= [x.replace('src','tgt') for x in args.dev_src_file]
args.test_src_file = [
os.path.join(MOUNT_DIR,'Dataset/WMTnews/WMT2021.test.enzh.src',),
]
args.test_tgt_file = [x.replace('src','tgt') for x in args.test_src_file]
elif args.source_language == 'zh' and args.target_language == 'en':
args.dev_src_file = [
os.path.join(MOUNT_DIR,'Dataset/WMTnews/WMT2017.dev.zhen.src',),
os.path.join(MOUNT_DIR,'Dataset/WMTnews/WMT2017.test.zhen.src',),
os.path.join(MOUNT_DIR,'Dataset/WMTnews/WMT2018.test.zhen.src',),
os.path.join(MOUNT_DIR,'Dataset/WMTnews/WMT2019.test.zhen.src',),
]
args.dev_tgt_file= [x.replace('src','tgt') for x in args.dev_src_file]
args.test_src_file = [
os.path.join(MOUNT_DIR,'Dataset/WMTnews/WMT2021.test.zhen.src',),
]
args.test_tgt_file = [x.replace('src','tgt') for x in args.test_src_file]
else:
raise NotImplementedError
elif args.dataset == 'flores200':
args.dev_src_file = [os.path.join(MOUNT_DIR,'Dataset/flores200/dev/{}.dev'.format(args.source_language))]
args.dev_tgt_file = [os.path.join(MOUNT_DIR,'Dataset/flores200/dev/{}.dev'.format(args.target_language))]
args.test_src_file = [os.path.join(MOUNT_DIR,'Dataset/flores200/devtest/{}.devtest'.format(args.source_language))]
args.test_tgt_file = [os.path.join(MOUNT_DIR,'Dataset/flores200/devtest/{}.devtest'.format(args.target_language))]
elif args.dataset == 'MUSE':
args.dev_src_file = [os.path.join(MOUNT_DIR,'Dataset/MUSE/muse_dict.{}{}.train.src'.format(args.source_language, args.target_language))]
args.dev_tgt_file = [os.path.join(MOUNT_DIR,'Dataset/MUSE/muse_dict.{}{}.train.tgt'.format(args.source_language, args.target_language))]
args.test_src_file = [os.path.join(MOUNT_DIR,'Dataset/MUSE/muse_dict.{}{}.test.src'.format(args.source_language, args.target_language))]
args.test_tgt_file = [os.path.join(MOUNT_DIR,'Dataset/MUSE/muse_dict.{}{}.test.tgt'.format(args.source_language, args.target_language))]
else:
raise NotImplementedError
# ### model_name_or_path
# if args.model=='mBART-large-cc25':
# args.vocab_path = os.path.join(MOUNT_DIR,'PLM/mBART-large-cc25')
# if args.model_path is None:
# args.model_path = os.path.join(MOUNT_DIR,'PLM/mBART-large-cc25')
# elif args.model == 'mT5-base':
# args.vocab_path = os.path.join(MOUNT_DIR,'PLM/mT5-base')
# if args.model_path is None:
# args.model_path = os.path.join(MOUNT_DIR,'PLM/mT5-base')
# elif args.model == 'mGPT':
# args.vocab_path = os.path.join(MOUNT_DIR,'PLM/mT5-base')
# if args.model_path is None:
# args.model_path = os.path.join(MOUNT_DIR,'PLM/mGPT')
# elif args.model == 'bloom-560m':
# args.vocab_path = os.path.join(MOUNT_DIR,'PLM/bloom-560m')
# if args.model_path is None:
# args.model_path = os.path.join(MOUNT_DIR,'PLM/bloom-560m')
# elif args.model == 'bloomz-560m':
# args.vocab_path = os.path.join(MOUNT_DIR,'PLM/bloomz-560m')
# if args.model_path is None:
# args.model_path = os.path.join(MOUNT_DIR,'PLM/bloomz-560m')
# elif args.model == 'bloom-7b':
# args.vocab_path = os.path.join(MOUNT_DIR,'PLM/bloom-7b1')
# if args.model_path is None:
# args.model_path = os.path.join(MOUNT_DIR,'PLM/bloom-7b1')
# elif args.model == 'bloom-175b':
# args.vocab_path = os.path.join(MOUNT_DIR,'PLM/bloom-175b')
# if args.model_path is None:
# args.model_path = os.path.join(MOUNT_DIR,'PLM/bloom-175b')
# elif args.model == 'bloom-3b':
# args.vocab_path = os.path.join(MOUNT_DIR,'PLM/bloom-3b')
# if args.model_path is None:
# args.model_path = os.path.join(MOUNT_DIR,'PLM/bloom-3b')
# elif args.model == 'bloom-1b1':
# args.vocab_path = os.path.join(MOUNT_DIR,'PLM/bloom-1b1')
# if args.model_path is None:
# args.model_path = os.path.join(MOUNT_DIR,'PLM/bloom-1b1')
# elif args.model == 'bloom-1b7':
# args.vocab_path = os.path.join(MOUNT_DIR,'PLM/bloom-1b7')
# if args.model_path is None:
# args.model_path = os.path.join(MOUNT_DIR,'PLM/bloom-1b7')
# elif args.model == 'bloomz-7b':
# args.vocab_path = os.path.join(MOUNT_DIR,'PLM/bloomz-7b')
# if args.model_path is None:
# args.model_path = os.path.join(MOUNT_DIR,'PLM/bloomz-7b')
# elif args.model == 'llama-7b':
# args.vocab_path = os.path.join(MOUNT_DIR,'PLM/llama-7b-hf')
# if args.model_path is None:
# args.model_path = os.path.join(MOUNT_DIR,'PLM/llama-7b-hf')
# elif args.model == 'xglm-7b':
# args.vocab_path = os.path.join(MOUNT_DIR,'PLM/xglm-7b')
# if args.model_path is None:
# args.model_path = os.path.join(MOUNT_DIR,'PLM/xglm-7b')
# else:
# raise NotImplementedError
return args