changed headers for Indonesian dataset

multilingual-sentiments.py

@@ -20,11 +20,10 @@ import textwrap
 
 import datasets
 
-LANGUAGES = [
-    'malay', 'hindi', 'japanese', 'german',
-    'italian', 'english', 'portuguese', 'french',
-    'spanish', 'chinese', 'indonesian', 'arabic'
-]
+LANGUAGES = ['malay', 'hindi', 'japanese', 'german',
+             'italian', 'english', 'portuguese', 'french',
+             'spanish', 'chinese', 'indonesian', 'arabic'
+             ]
 
 
 class MultilingualSentimentsConfig(datasets.BuilderConfig):
@@ -71,6 +70,26 @@ class MultilingualSentiments(datasets.GeneratorBasedBuilder):
 
     BUILDER_CONFIGS = []
 
+    BUILDER_CONFIGS.append(
+        MultilingualSentimentsConfig(
+            name="all",
+            description=textwrap.dedent(
+                f"""\
+                All datasets."""
+            ),
+            text_features={"text": "text", "language": "language"},
+            label_classes=["positive", "neutral", "negative"],
+            label_column="label",
+            train_url=f"https://raw.githubusercontent.com/tyqiangz/multilingual-sentiment-datasets/main/data/all/train.tsv",
+            valid_url=f"https://raw.githubusercontent.com/tyqiangz/multilingual-sentiment-datasets/main/data/all/valid.tsv",
+            test_url=f"https://raw.githubusercontent.com/tyqiangz/multilingual-sentiment-datasets/main/data/all/test.tsv",
+            citation=textwrap.dedent(
+                f"""\
+            All citation"""
+            ),
+        ),
+    )
+
     for lang in LANGUAGES:
         BUILDER_CONFIGS.append(
             MultilingualSentimentsConfig(
@@ -127,7 +146,15 @@ class MultilingualSentiments(datasets.GeneratorBasedBuilder):
             next(reader, None)  # skip the headers
 
             for id_, row in enumerate(reader):
-                text = '\t'.join(row[:-1])
-                label = row[-1]
+                if self.config.name != "all":
+                    text = '\t'.join(row[:-1])
+                    label = row[-1]
+
+                    yield id_, {"text": text, "label": label}
+
+                else:
+                    text = '\t'.join(row[:-3])
+                    label = row[-2]
+                    language = row[-1]
 
-                yield id_, {"text": text, "label": label}
+                    yield id_, {"text": text, "label": label, "language": language}