data

Pill_Ideologies-Post_Titles.py

@@ -196,12 +196,12 @@ class SubRedditPosts(datasets.GeneratorBasedBuilder):
         # raised too many errors that my local machine did not
 
         # make splits
-        # train, test = train_test_split(
-        #     data, test_size=0.10, stratify=data["subreddit"], random_state=42
-        # )
-        # train, val = train_test_split(
-        #     train, test_size=0.20, stratify=train["subreddit"], random_state=42
-        # )
+        train, test = train_test_split(
+            data, test_size=0.10, stratify=data["subreddit"], random_state=42
+        )
+        train, val = train_test_split(
+            train, test_size=0.20, stratify=train["subreddit"], random_state=42
+        )
 
         return [
             datasets.SplitGenerator(
@@ -213,22 +213,22 @@ class SubRedditPosts(datasets.GeneratorBasedBuilder):
                     "split": "train",
                 },
             ),
-            # datasets.SplitGenerator(
-            #     name=datasets.Split.VALIDATION,
-            #     # These kwargs will be passed to _generate_examples
-            #     gen_kwargs={
-            #         "filepath": val,
-            #         "split": "dev",
-            #     },
-            # ),
-            # datasets.SplitGenerator(
-            #     name=datasets.Split.TEST,
-            #     # These kwargs will be passed to _generate_examples
-            #     gen_kwargs={
-            #         "filepath": test,
-            #         "split": "test",
-            #     },
-            # ),
+            datasets.SplitGenerator(
+                name=datasets.Split.VALIDATION,
+                # These kwargs will be passed to _generate_examples
+                gen_kwargs={
+                    "filepath": val,
+                    "split": "dev",
+                },
+            ),
+            datasets.SplitGenerator(
+                name=datasets.Split.TEST,
+                # These kwargs will be passed to _generate_examples
+                gen_kwargs={
+                    "filepath": test,
+                    "split": "test",
+                },
+            ),
         ]
 
     # method parameters are unpacked from `gen_kwargs` as given in `_split_generators`