jupyterjazz commited on
Commit
9717853
·
1 Parent(s): 7b1a811

refactor: all good

Browse files

Signed-off-by: jupyterjazz <[email protected]>

Files changed (1) hide show
  1. mintakaqa.py +21 -28
mintakaqa.py CHANGED
@@ -1,11 +1,10 @@
 
1
  from typing import List
2
 
3
  import datasets
4
- import json
5
 
6
-
7
- LANGUAGES = ['ar', 'de', 'es', 'fr', 'hi', 'it', 'ja', 'pt']
8
- DATA_PATH = 'mintaka_test.json'
9
 
10
 
11
  class MintakaQAConfig(datasets.BuilderConfig):
@@ -15,18 +14,15 @@ class MintakaQAConfig(datasets.BuilderConfig):
15
 
16
 
17
  class MintakaQA(datasets.GeneratorBasedBuilder):
18
-
19
  BUILDER_CONFIG_CLASS = MintakaQAConfig
20
 
21
  BUILDER_CONFIGS = [
22
- MintakaQAConfig(
23
- name=lang,
24
- language=lang
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- ) for lang in LANGUAGES]
26
 
27
  def _info(self):
28
  return datasets.DatasetInfo(
29
- description='Mintaka: A Complex, Natural, and Multilingual Dataset for End-to-End Question Answering.',
30
  features=datasets.Features(
31
  {
32
  "id": datasets.Value("string"),
@@ -35,36 +31,33 @@ class MintakaQA(datasets.GeneratorBasedBuilder):
35
  }
36
  ),
37
  homepage="https://github.com/amazon-science/mintaka",
38
- citation='https://aclanthology.org/2022.coling-1.138',
39
  )
40
 
41
- def _split_generators(self, dl_manager: datasets.DownloadManager) -> List[datasets.SplitGenerator]:
 
 
42
  return [
43
- datasets.SplitGenerator(name=datasets.Split.TEST, gen_kwargs={"filepath": DATA_PATH}),
 
 
44
  ]
45
 
46
  def _generate_examples(self, filepath):
47
- import os
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- print("cwd:", os.getcwd())
49
-
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- for file in os.listdir('.'):
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- print(file)
52
-
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  with open(filepath) as f:
54
  data = json.load(f)
55
  id_ = 0
56
  for example in data:
57
- if example['answer']['answerType'] == 'entity':
58
- question = example['translations'][self.config.language]
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- answer = example['answer']['answer'][0]['label'][self.config.language] if example['answer']['answer'] else \
60
- example['answer']['mention']
 
 
 
61
  if not answer or not question:
62
  continue
63
 
64
- yield id_, {
65
- "id": id_,
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- "question": question,
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- "answer": answer
68
- }
69
 
70
  id_ += 1
 
1
+ import json
2
  from typing import List
3
 
4
  import datasets
 
5
 
6
+ LANGUAGES = ["ar", "de", "es", "fr", "hi", "it", "ja", "pt"]
7
+ DATA_PATH = "mintaka_test.json"
 
8
 
9
 
10
  class MintakaQAConfig(datasets.BuilderConfig):
 
14
 
15
 
16
  class MintakaQA(datasets.GeneratorBasedBuilder):
 
17
  BUILDER_CONFIG_CLASS = MintakaQAConfig
18
 
19
  BUILDER_CONFIGS = [
20
+ MintakaQAConfig(name=language, language=language) for language in LANGUAGES
21
+ ]
 
 
22
 
23
  def _info(self):
24
  return datasets.DatasetInfo(
25
+ description="Mintaka: A Complex, Natural, and Multilingual Dataset for End-to-End Question Answering.",
26
  features=datasets.Features(
27
  {
28
  "id": datasets.Value("string"),
 
31
  }
32
  ),
33
  homepage="https://github.com/amazon-science/mintaka",
34
+ citation="https://aclanthology.org/2022.coling-1.138",
35
  )
36
 
37
+ def _split_generators(
38
+ self, dl_manager: datasets.DownloadManager
39
+ ) -> List[datasets.SplitGenerator]:
40
  return [
41
+ datasets.SplitGenerator(
42
+ name=datasets.Split.TEST, gen_kwargs={"filepath": DATA_PATH}
43
+ ),
44
  ]
45
 
46
  def _generate_examples(self, filepath):
 
 
 
 
 
 
47
  with open(filepath) as f:
48
  data = json.load(f)
49
  id_ = 0
50
  for example in data:
51
+ if example["answer"]["answerType"] == "entity":
52
+ question = example["translations"][self.config.language]
53
+ answer = (
54
+ example["answer"]["answer"][0]["label"][self.config.language]
55
+ if example["answer"]["answer"]
56
+ else example["answer"]["mention"]
57
+ )
58
  if not answer or not question:
59
  continue
60
 
61
+ yield id_, {"id": id_, "question": question, "answer": answer}
 
 
 
 
62
 
63
  id_ += 1