mkon commited on
Commit
4e35d36
1 Parent(s): 81b1ee6

lfs for csv

Browse files
Files changed (2) hide show
  1. .gitattributes +1 -0
  2. nlpcc_stance.py +28 -59
.gitattributes CHANGED
@@ -36,3 +36,4 @@ saved_model/**/* filter=lfs diff=lfs merge=lfs -text
36
  *.ogg filter=lfs diff=lfs merge=lfs -text
37
  *.wav filter=lfs diff=lfs merge=lfs -text
38
  *.tsv filter=lfs diff=lfs merge=lfs -text
 
 
36
  *.ogg filter=lfs diff=lfs merge=lfs -text
37
  *.wav filter=lfs diff=lfs merge=lfs -text
38
  *.tsv filter=lfs diff=lfs merge=lfs -text
39
+ *.csv filter=lfs diff=lfs merge=lfs -text
nlpcc_stance.py CHANGED
@@ -11,7 +11,7 @@
11
  # WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
12
  # See the License for the specific language governing permissions and
13
  # limitations under the License.
14
- """NLPCC Shared Task 4, Stance Detection in Chinese Microblogs"""
15
 
16
 
17
  import csv
@@ -35,40 +35,30 @@ class NLPCCConfig(datasets.BuilderConfig):
35
  def __init__(self, **kwargs):
36
  super(NLPCCConfig, self).__init__(**kwargs)
37
 
38
- class XStance(datasets.GeneratorBasedBuilder):
39
- """The x-stance dataset split into two datasets in German and French/Italian"""
40
 
41
  VERSION = datasets.Version("1.0.0")
42
 
43
  BUILDER_CONFIGS = [
44
- NLPCCConfig(name="task_a", version=VERSION, description=""),
45
- NLPCCConfig(name="task_b", version=VERSION, description="")
46
  ]
47
 
48
  def _info(self):
49
- if self.config.name == "task_a":
50
- features = datasets.Features(
51
- {
52
- "id": datasets.Value("string"),
53
- "target": datasets.Value("string"),
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- "text": datasets.Value("string"),
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- "stance": datasets.features.ClassLabel(
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- names=[
57
- "AGAINST",
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- "FAVOR",
59
- "NONE",
60
- ]
61
- )
62
- }
63
- )
64
- elif self.config.name == "task_b":
65
- features = datasets.Features(
66
- {
67
- "id": datasets.Value("string"),
68
- "target": datasets.Value("string"),
69
- "text": datasets.Value("string"),
70
- }
71
- )
72
 
73
  return datasets.DatasetInfo(
74
  description=_DESCRIPTION,
@@ -79,12 +69,8 @@ class XStance(datasets.GeneratorBasedBuilder):
79
  )
80
 
81
  def _split_generators(self, dl_manager):
82
- if self.config.name == "task_a":
83
- train_text = dl_manager.download_and_extract("evasampledata4-TaskAA.tsv")
84
- test_text = dl_manager.download_and_extract("NLPCC2016_Stance_Detection_Task_A_Testdata.tsv")
85
- elif self.config.name == "task_b":
86
- train_text = dl_manager.download_and_extract("evasampledata4-TaskBR.tsv")
87
- test_text = dl_manager.download_and_extract("NLPCC2016_Stance_Detection_Task_B_Testdata.tsv")
88
  return [
89
  datasets.SplitGenerator(name=datasets.Split.TRAIN, gen_kwargs={"filepath": train_text, "split": "train"}),
90
  datasets.SplitGenerator(name=datasets.Split.TEST, gen_kwargs={"filepath": test_text, "split": "test"}),
@@ -94,28 +80,11 @@ class XStance(datasets.GeneratorBasedBuilder):
94
  with open(filepath, encoding="utf-8") as f:
95
  reader = csv.DictReader(f, delimiter=",")
96
  guid = 0
97
- if self.config.name == "task_a":
98
- for instance in reader:
99
- instance["target"] = instance.pop("TARGET")
100
- instance["text"] = instance.pop("TEXT")
101
- instance["stance"] = instance.pop("STANCE")
102
- instance['id'] = str(guid)
103
- yield guid, instance
104
- guid += 1
105
- elif self.config.name == "task_b":
106
- if split == "train":
107
- for instance in reader:
108
- instance["target"] = instance.pop("TARGET")
109
- instance["text"] = instance.pop("TEXT")
110
- instance['id'] = str(guid)
111
- yield guid, instance
112
- guid += 1
113
- else:
114
- for instance in reader:
115
- instance["target"] = instance.pop("TARGET")
116
- instance["text"] = instance.pop("TEXT")
117
- instance["stance"] = instance.pop("STANCE")
118
- instance['id'] = str(guid)
119
- yield guid, instance
120
- guid += 1
121
-
 
11
  # WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
12
  # See the License for the specific language governing permissions and
13
  # limitations under the License.
14
+ """NLPCC Shared Task 4, Stance Detection in Chinese Microblogs (Task A)"""
15
 
16
 
17
  import csv
 
35
  def __init__(self, **kwargs):
36
  super(NLPCCConfig, self).__init__(**kwargs)
37
 
38
+ class NLPCCStance(datasets.GeneratorBasedBuilder):
39
+ """The NLPCC Shared Task 4 dataset regarding Stance Detection in Chinese Microblogs (Task A)"""
40
 
41
  VERSION = datasets.Version("1.0.0")
42
 
43
  BUILDER_CONFIGS = [
44
+ NLPCCConfig(name="task_a", version=VERSION, description="Task A, the supervised learning task."),
 
45
  ]
46
 
47
  def _info(self):
48
+ features = datasets.Features(
49
+ {
50
+ "id": datasets.Value("string"),
51
+ "target": datasets.Value("string"),
52
+ "text": datasets.Value("string"),
53
+ "stance": datasets.features.ClassLabel(
54
+ names=[
55
+ "AGAINST",
56
+ "FAVOR",
57
+ "NONE",
58
+ ]
59
+ )
60
+ }
61
+ )
 
 
 
 
 
 
 
 
 
62
 
63
  return datasets.DatasetInfo(
64
  description=_DESCRIPTION,
 
69
  )
70
 
71
  def _split_generators(self, dl_manager):
72
+ train_text = dl_manager.download_and_extract("nlpcc_taska.csv")
73
+ test_text = dl_manager.download_and_extract("NLPCC2016_Stance_Detection_Task_A_Testdata.tsv")
 
 
 
 
74
  return [
75
  datasets.SplitGenerator(name=datasets.Split.TRAIN, gen_kwargs={"filepath": train_text, "split": "train"}),
76
  datasets.SplitGenerator(name=datasets.Split.TEST, gen_kwargs={"filepath": test_text, "split": "test"}),
 
80
  with open(filepath, encoding="utf-8") as f:
81
  reader = csv.DictReader(f, delimiter=",")
82
  guid = 0
83
+ for instance in reader:
84
+ print(f"At iteration: {guid}")
85
+ instance["target"] = instance.pop("TARGET")
86
+ instance["text"] = instance.pop("TEXT")
87
+ instance["stance"] = instance.pop("STANCE")
88
+ instance['id'] = str(guid)
89
+ yield guid, instance
90
+ guid += 1