Add loading and processing length datasets

completeformer-masked.py

@@ -61,6 +61,22 @@ _DATA_URLs = {
         "valid": "https://huggingface.co/datasets/semeru/completeformer-masked/resolve/main/validation_mix.csv",
         "test": "https://huggingface.co/datasets/semeru/completeformer-masked/resolve/main/test_mix.csv",
     }
+    "length_short": {
+        "train": "https://huggingface.co/datasets/semeru/completeformer-masked/resolve/main/training_short.csv",
+        "train_long": "https://huggingface.co/datasets/semeru/completeformer-masked/resolve/main/training_long.csv",
+        "valid": "https://huggingface.co/datasets/semeru/completeformer-masked/resolve/main/validation_length.csv",
+        "test": "https://huggingface.co/datasets/semeru/completeformer-masked/resolve/main/test_length.csv",
+    },
+    "length_medium": {
+        "train": "https://huggingface.co/datasets/semeru/completeformer-masked/resolve/main/training_medium.csv",
+        "valid": "https://huggingface.co/datasets/semeru/completeformer-masked/resolve/main/validation_length.csv",
+        "test": "https://huggingface.co/datasets/semeru/completeformer-masked/resolve/main/test_length.csv",
+    },
+    "length_long": {
+        "train": "https://huggingface.co/datasets/semeru/completeformer-masked/resolve/main/training_long.csv",
+        "valid": "https://huggingface.co/datasets/semeru/completeformer-masked/resolve/main/validation_length.csv",
+        "test": "https://huggingface.co/datasets/semeru/completeformer-masked/resolve/main/test_length.csv",
+    },
 }
 
 
@@ -131,6 +147,14 @@ class CSNCHumanJudgementDataset(datasets.GeneratorBasedBuilder):
                     "target": datasets.Value("string"),
                 }
             )
+        elif self.config.name.startswith("length_"):
+            features = datasets.Features(
+                { 
+                    "input": datasets.Value("string"),
+                    "target": datasets.Value("string"),
+                    "size": datasets.Value("int64"),
+                }
+            )
 
         return datasets.DatasetInfo(
             description=_DESCRIPTION,
@@ -224,3 +248,10 @@ class CSNCHumanJudgementDataset(datasets.GeneratorBasedBuilder):
                         "input": input,
                         "target": target,
                     }
+                elif self.config.name.startswith("length_"):
+                    _, input, target, size = row
+                    yield row_id, {
+                        "input": input,
+                        "target": target,
+                        "size": int(size),
+                    }