Hugging Face's logo

Datasets:
colbertv2
/
lotte

Tasks:
Question Answering
Modalities:
Text
Sub-tasks:
extractive-qa
Languages:
English
Size:
10K - 100K
ArXiv:
Libraries:
Datasets
License:
Dataset card Viewer Files Community
jonsaadfalcon commited on
Commit
90f9d23
·
1 Parent(s): b15ffd4

update file format

Browse files
Files changed (47) hide show
  1. .DS_Store +0 -0
  2. Generate_JSON_From_TSV.py +9 -17
  3. lifestyle/{forum_dev.jsonl → dev_qas.forum.jsonl} +2 -2
  4. lifestyle/{forum_test.jsonl → dev_qas.search.jsonl} +2 -2
  5. lifestyle/{search_dev.jsonl → test_qas.forum.jsonl} +2 -2
  6. lifestyle/{search_test.jsonl → test_qas.search.jsonl} +2 -2
  7. lotte.py +17 -17
  8. pooled/dev_qas.forum.jsonl +3 -0
  9. pooled/dev_qas.search.jsonl +3 -0
  10. pooled/forum_dev.jsonl +0 -3
  11. pooled/forum_test.jsonl +0 -3
  12. pooled/search_dev.jsonl +0 -3
  13. pooled/search_test.jsonl +0 -3
  14. pooled/test_qas.forum.jsonl +3 -0
  15. pooled/test_qas.search.jsonl +3 -0
  16. recreation/dev_qas.forum.jsonl +3 -0
  17. recreation/dev_qas.search.jsonl +3 -0
  18. recreation/forum_dev.jsonl +0 -3
  19. recreation/forum_test.jsonl +0 -3
  20. recreation/search_dev.jsonl +0 -3
  21. recreation/search_test.jsonl +0 -3
  22. recreation/test_qas.forum.jsonl +3 -0
  23. recreation/test_qas.search.jsonl +3 -0
  24. science/dev_qas.forum.jsonl +3 -0
  25. science/dev_qas.search.jsonl +3 -0
  26. science/forum_dev.jsonl +0 -3
  27. science/forum_test.jsonl +0 -3
  28. science/search_dev.jsonl +0 -3
  29. science/search_test.jsonl +0 -3
  30. science/test_qas.forum.jsonl +3 -0
  31. science/test_qas.search.jsonl +3 -0
  32. technology/dev_qas.forum.jsonl +3 -0
  33. technology/dev_qas.search.jsonl +3 -0
  34. technology/forum_dev.jsonl +0 -3
  35. technology/forum_test.jsonl +0 -3
  36. technology/search_dev.jsonl +0 -3
  37. technology/search_test.jsonl +0 -3
  38. technology/test_qas.forum.jsonl +3 -0
  39. technology/test_qas.search.jsonl +3 -0
  40. writing/dev_qas.forum.jsonl +3 -0
  41. writing/dev_qas.search.jsonl +3 -0
  42. writing/forum_dev.jsonl +0 -3
  43. writing/forum_test.jsonl +0 -3
  44. writing/search_dev.jsonl +0 -3
  45. writing/search_test.jsonl +0 -3
  46. writing/test_qas.forum.jsonl +3 -0
  47. writing/test_qas.search.jsonl +3 -0
.DS_Store CHANGED
Binary files a/.DS_Store and b/.DS_Store differ
 
Generate_JSON_From_TSV.py CHANGED
@@ -3,32 +3,24 @@ import pandas as pd
3
  import os
4
  from tqdm import tqdm
5
  import json
 
6
 
7
  directories = ['lifestyle', 'pooled', 'recreation', 'science', 'technology', 'writing'] #os.listdir()
8
 
9
- file_name_conversion = {"questions.search.tsv": "search", "questions.forum.tsv": "forum"}
10
-
11
  for directory in directories:
12
 
13
  for file_type in ["dev", "test"]:
14
 
15
- for question_type in ["questions.forum.tsv", "questions.search.tsv"]:
16
-
17
-
18
-
19
- current_jsonl = []
20
- loaded_file = pd.read_csv('data/' + directory + "/" + file_type + "/" + question_type, sep='\t', header=0)
21
 
22
- for row in tqdm(range(0, len(loaded_file))):
23
-
24
- current_jsonl.append({
25
- "query_id": row,
26
- "text": loaded_file.iloc[row][1]
27
- })
28
 
29
  if not os.path.isdir(directory):
30
-
31
  os.mkdir(directory)
32
 
33
- with open(directory + "/" + file_name_conversion[question_type] + "_" + file_type + ".jsonl", 'w', encoding="utf-8") as fout:
34
- json.dump(current_jsonl, fout)
 
 
 
 
3
  import os
4
  from tqdm import tqdm
5
  import json
6
+ import shutil
7
 
8
  directories = ['lifestyle', 'pooled', 'recreation', 'science', 'technology', 'writing'] #os.listdir()
9
 
 
 
10
  for directory in directories:
11
 
12
  for file_type in ["dev", "test"]:
13
 
14
+ for question_type in ["qas.forum.jsonl", "qas.search.jsonl"]:
 
 
 
 
 
15
 
16
+ #with open('data/' + directory + "/" + file_type + "/" + question_type, 'r', encoding="utf-8") as f:
17
+ # data = json.load(f)
 
 
 
 
18
 
19
  if not os.path.isdir(directory):
 
20
  os.mkdir(directory)
21
 
22
+ #with open(directory + "/" + file_type + question_type, 'w', encoding="utf-8") as fout:
23
+ # json.dump(data, fout)
24
+
25
+ shutil.move('data/' + directory + "/" + file_type + "/" + question_type,
26
+ directory + "/" + file_type + "_" + question_type)
lifestyle/{forum_dev.jsonl → dev_qas.forum.jsonl} RENAMED
@@ -1,3 +1,3 @@
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+ size 361599
lifestyle/{forum_test.jsonl → dev_qas.search.jsonl} RENAMED
@@ -1,3 +1,3 @@
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+ size 121982
lifestyle/{search_dev.jsonl → test_qas.forum.jsonl} RENAMED
@@ -1,3 +1,3 @@
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  version https://git-lfs.github.com/spec/v1
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- size 28395
 
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lifestyle/{search_test.jsonl → test_qas.search.jsonl} RENAMED
@@ -1,3 +1,3 @@
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  version https://git-lfs.github.com/spec/v1
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- oid sha256:1e75780b13bd4de2330af91dd838c8d70871651292a10ab286350f01c6d80a86
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- size 48365
 
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+ oid sha256:ff185f51c738bca834039063ca69e31683f9de21b0ea74f84cf667d1f67c00a0
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+ size 192294
lotte.py CHANGED
@@ -117,8 +117,11 @@ class NewDataset(datasets.GeneratorBasedBuilder):
117
  # TODO: This method specifies the datasets.DatasetInfo object which contains informations and typings for the dataset
118
  features = datasets.Features(
119
  {
120
- "query_id": datasets.Value("string"),
121
- "text": datasets.Value("string")
 
 
 
122
  }
123
  )
124
  return datasets.DatasetInfo(
@@ -146,10 +149,10 @@ class NewDataset(datasets.GeneratorBasedBuilder):
146
  # By default the archives will be extracted and a path to a cached folder where they are extracted is returned instead of the archive
147
 
148
  _URLS = {
149
- "forum_dev": _URL[self.config.name] + "forum_dev.jsonl",
150
- "forum_test": _URL[self.config.name] + "forum_test.jsonl",
151
- "search_dev": _URL[self.config.name] + "search_dev.jsonl",
152
- "search_test": _URL[self.config.name] + "search_test.jsonl",
153
  }
154
 
155
  downloaded_files = dl_manager.download_and_extract(_URLS)
@@ -174,14 +177,11 @@ class NewDataset(datasets.GeneratorBasedBuilder):
174
 
175
  data = json.loads(row)
176
 
177
- print("Data type and length")
178
- print(type(data))
179
- print(len(data))
180
-
181
- for i in range(0, len(data)):
182
-
183
- current_query = data[i]
184
- yield i, {
185
- "query_id": current_query["query_id"],
186
- "text": current_query["text"]
187
- }
 
117
  # TODO: This method specifies the datasets.DatasetInfo object which contains informations and typings for the dataset
118
  features = datasets.Features(
119
  {
120
+ "qid": datasets.Value("string"),
121
+ "query": datasets.Value("string"),
122
+ "score": datasets.Value("int"),
123
+ "views": datasets.Value("views"),
124
+ "answer_pids": datasets.Value("list"),
125
  }
126
  )
127
  return datasets.DatasetInfo(
 
149
  # By default the archives will be extracted and a path to a cached folder where they are extracted is returned instead of the archive
150
 
151
  _URLS = {
152
+ "forum_dev": _URL[self.config.name] + "dev_qas.forum.jsonl",
153
+ "forum_test": _URL[self.config.name] + "test_qas.forum.jsonl",
154
+ "search_dev": _URL[self.config.name] + "dev_qas.search.jsonl",
155
+ "search_test": _URL[self.config.name] + "test_qas.search.jsonl",
156
  }
157
 
158
  downloaded_files = dl_manager.download_and_extract(_URLS)
 
177
 
178
  data = json.loads(row)
179
 
180
+ current_query = data[i]
181
+ yield i, {
182
+ "qid": current_query["qid"],
183
+ "query": current_query["query"],
184
+ "score": current_query["score"],
185
+ "views": current_query["views"],
186
+ "answer_pids": current_query["answer_pids"],
187
+ }
 
 
 
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