Datasets:
Commit ·
7a90f01
1
Parent(s): 9fb2ad1
add mix field
Browse files- hashset_manual.py +6 -10
hashset_manual.py
CHANGED
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@@ -46,8 +46,7 @@ class HashSetManual(datasets.GeneratorBasedBuilder):
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),
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"source": datasets.Value("string"),
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"gold_position": datasets.Value("int32"),
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-
"
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"hindi": datasets.Value("bool"),
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"other": datasets.Value("bool"),
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"ner": datasets.Value("bool"),
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"annotator_id": datasets.Value("int32"),
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@@ -85,18 +84,16 @@ class HashSetManual(datasets.GeneratorBasedBuilder):
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except json.decoder.JSONDecodeError:
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record = {"choices": [field]}
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hindi = False
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other = False
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ner = False
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if mix_label in record["choices"]:
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hindi = True
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if other_label in record["choices"]:
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other = True
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if ner_label in record["choices"]:
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ner = True
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return
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def read_entities(field):
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try:
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@@ -130,7 +127,7 @@ class HashSetManual(datasets.GeneratorBasedBuilder):
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records = pd.read_csv(filepath).to_dict("records")
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for idx, row in enumerate(records):
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-
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yield idx, {
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"index": row["Unnamed: 0"],
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"hashtag": row["Hashtag"],
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@@ -138,8 +135,7 @@ class HashSetManual(datasets.GeneratorBasedBuilder):
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"spans": read_entities(row["charner"]),
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"source": row["Source"],
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"gold_position": get_gold_position(row["topk"]),
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"
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"hindi": hindi,
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"other": other,
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"ner": ner,
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"annotator_id": int(row["annotator"]),
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),
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"source": datasets.Value("string"),
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"gold_position": datasets.Value("int32"),
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+
"mix": datasets.Value("bool"),
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"other": datasets.Value("bool"),
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"ner": datasets.Value("bool"),
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"annotator_id": datasets.Value("int32"),
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except json.decoder.JSONDecodeError:
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record = {"choices": [field]}
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mix = False
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other = False
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ner = False
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if mix_label in record["choices"]:
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mix = True
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if other_label in record["choices"]:
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other = True
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if ner_label in record["choices"]:
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ner = True
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+
return mix, other, ner
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def read_entities(field):
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try:
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records = pd.read_csv(filepath).to_dict("records")
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for idx, row in enumerate(records):
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+
mix, other, ner = read_language_labels(row["mutlitoken"])
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yield idx, {
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"index": row["Unnamed: 0"],
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"hashtag": row["Hashtag"],
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"spans": read_entities(row["charner"]),
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"source": row["Source"],
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"gold_position": get_gold_position(row["topk"]),
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+
"mix": mix,
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"other": other,
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"ner": ner,
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"annotator_id": int(row["annotator"]),
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