added 'all' split comprising all languages' data

dataset_infos.json

@@ -1 +1 @@
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multilingual-sentiments.py

@@ -14,9 +14,9 @@
 # limitations under the License.
 
 
-import ast
 import csv
 import textwrap
+import pandas as pd
 
 import datasets
 
@@ -70,25 +70,25 @@ 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"""
-    #         ),
-    #     ),
-    # )
+    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.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"""
+            ),
+        ),
+    )
 
     for lang in LANGUAGES:
         BUILDER_CONFIGS.append(
@@ -101,9 +101,9 @@ class MultilingualSentiments(datasets.GeneratorBasedBuilder):
                 text_features={"text": "text"},
                 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 +140,20 @@ 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)
+        # with open(filepath, encoding="utf-8") as f:
+        #     reader = csv.reader(f, quoting=csv.QUOTE_NONE)
+        df = pd.read_csv(filepath)
+
+        # next(reader, None)  # skip the headers
 
-            next(reader, None)  # skip the headers
+        for id_, row in df.iterrows():
 
-            for id_, row in enumerate(reader):
-                if self.config.name != "all":
-                    text = '\t'.join(row[:-1])
-                    label = row[-1]
+            if self.config.name != "all":
+                text, label = row["text"], row["label"]
 
-                    yield id_, {"text": text, "label": label}
+                yield id_, {"text": text, "label": label}
 
-                else:
-                    text = '\t'.join(row[:-3])
-                    label = row[-2]
-                    language = row[-1]
+            else:
+                text, label, language = row["text"], row["label"], row["language"]
 
-                    yield id_, {"text": text, "label": label, "language": language}
+                yield id_, {"text": text, "label": label, "language": language}