added data source column to all dataset splits

.vscode/launch.json

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+{
+    // Use IntelliSense to learn about possible attributes.
+    // Hover to view descriptions of existing attributes.
+    // For more information, visit: https://go.microsoft.com/fwlink/?linkid=830387
+    "version": "0.2.0",
+    "configurations": [
+        {
+            "name": "Python: Current File",
+            "type": "python",
+            "request": "launch",
+            "program": "${file}",
+            "console": "integratedTerminal",
+            "justMyCode": true
+        }
+    ]
+}

dataset_infos.json

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multilingual-sentiments.py

@@ -14,12 +14,13 @@
 # limitations under the License.
 
 
-import ast
 import csv
 import textwrap
 
 import datasets
 
+import pandas as pd
+
 LANGUAGES = ['malay', 'hindi', 'japanese', 'german',
              'italian', 'english', 'portuguese', 'french',
              'spanish', 'chinese', 'indonesian', 'arabic'
@@ -77,12 +78,12 @@ class MultilingualSentiments(datasets.GeneratorBasedBuilder):
     #             f"""\
     #             All datasets."""
     #         ),
-    #         text_features={"text": "text", "language": "language"},
+    #         text_features={"text": "text", "source": "source", "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",
+    #         train_url=f"https://raw.githubusercontent.com/tyqiangz/multilingual-sentiment-datasets/main/data/all/train.csv",
+    #         valid_url=f"https://raw.githubusercontent.com/tyqiangz/multilingual-sentiment-datasets/main/data/all/valid.csv",
+    #         test_url=f"https://raw.githubusercontent.com/tyqiangz/multilingual-sentiment-datasets/main/data/all/test.csv",
     #         citation=textwrap.dedent(
     #             f"""\
     #         All citation"""
@@ -98,12 +99,12 @@ class MultilingualSentiments(datasets.GeneratorBasedBuilder):
                     f"""\
                     {lang} dataset."""
                 ),
-                text_features={"text": "text"},
+                text_features={"text": "text", "source": "source"},
                 label_classes=["positive", "neutral", "negative"],
                 label_column="label",
-                train_url=f"https://raw.githubusercontent.com/tyqiangz/multilingual-sentiment-datasets/main/data/{lang}/train.tsv",
-                valid_url=f"https://raw.githubusercontent.com/tyqiangz/multilingual-sentiment-datasets/main/data/{lang}/valid.tsv",
-                test_url=f"https://raw.githubusercontent.com/tyqiangz/multilingual-sentiment-datasets/main/data/{lang}/test.tsv",
+                train_url=f"https://raw.githubusercontent.com/tyqiangz/multilingual-sentiment-datasets/main/data/{lang}/train.csv",
+                valid_url=f"https://raw.githubusercontent.com/tyqiangz/multilingual-sentiment-datasets/main/data/{lang}/valid.csv",
+                test_url=f"https://raw.githubusercontent.com/tyqiangz/multilingual-sentiment-datasets/main/data/{lang}/test.csv",
                 citation=textwrap.dedent(
                     f"""\
                 {lang} citation"""
@@ -140,21 +141,20 @@ class MultilingualSentiments(datasets.GeneratorBasedBuilder):
 
     def _generate_examples(self, filepath):
 
-        with open(filepath, encoding="utf-8") as f:
-            reader = csv.reader(f, delimiter="\t", quoting=csv.QUOTE_NONE)
-
-            next(reader, None)  # skip the headers
+        df = pd.read_csv(filepath)
 
-            for id_, row in enumerate(reader):
-                if self.config.name != "all":
-                    text = '\t'.join(row[:-1])
-                    label = row[-1]
+        for id_, row in df.iterrows():
+            if self.config.name != "all":
+                text = row["text"]
+                label = row["label"]
+                source = row["source"]
 
-                    yield id_, {"text": text, "label": label}
+                yield id_, {"text": text, "label": label, "source": source}
 
-                else:
-                    text = '\t'.join(row[:-3])
-                    label = row[-2]
-                    language = row[-1]
+            else:
+                text = row["text"]
+                label = row["label"]
+                source = row["source"]
+                language = row["language"]
 
-                    yield id_, {"text": text, "label": label, "language": language}
+                yield id_, {"text": text, "label": label, "source": source, "language": language}