test

LongConL.py

@@ -14,45 +14,56 @@ _URLS = {
     "test": "data/LongConL-tasks/{task_name}/test.csv",
 }
 
-# Define common features
-common_features = {
-    "Citation": datasets.Value("string"),
-    "Full Case Name": datasets.Value("string"),
-    "Opinion Text": datasets.Value("string"),
-    "Text Label": datasets.Value("string"),
-}
+TASK_NAMES = ["ATS-Jurisdiction", "ATS-FavorableJudgment"]  # Add more task names as needed
 
-# Function to create the task configuration
-def create_task_config(task_name, has_numerical_label=True):
-    """Create a task configuration based on whether a numerical label exists."""
-    features = common_features.copy()
-    if has_numerical_label:
-        features["Numerical Label"] = datasets.Value("string")  # Include numerical label if applicable
-    
-    return {
-        "description": f"Description for {task_name}",
-        "features": features,
+_CONFIGS = {
+    task_name: {
+        "description": "Jurisdiction-specific legal opinions",
+        "features": {
+            "Citation": datasets.Value("string"),
+            "Full Case Name": datasets.Value("string"),
+            "Opinion Text": datasets.Value("string"),
+            "Numerical Label": datasets.Value("string"),  # Will be optional for some tasks
+            "Text Label": datasets.Value("string"),
+        },
+    },
+    "ATS-FavorableJudgment": {
+        "description": "Description for other task 1",
+        "features": {
+            "Citation": datasets.Value("string"),
+            "Full Case Name": datasets.Value("string"),
+            "Opinion Text": datasets.Value("string"),
+            "Numerical Label": datasets.Value("string", id=None),
+            "Text Label": datasets.Value("string"),
+        },
+    },
+    "ATS-FavorableJudgment": {
+        "description": "Description for other task 1",
+        "features": {
+            "Citation": datasets.Value("string"),
+            "Full Case Name": datasets.Value("string"),
+            "Opinion Text": datasets.Value("string"),
+            "Numerical Label": datasets.Value("string", id=None),
+            "Text Label": datasets.Value("string"),
+        },
     }
-
-# List of task names with their numerical label presence
-tasks = {
-    "ATS-Jurisdiction": False,
-    "ATS-FavorableJudgment": False,
-    "JRC-AREA1": True
-    # Add other tasks here with True/False for numerical label presence
 }
 
-# Generate the configs dynamically
-_CONFIGS = {task_name: create_task_config(task_name, has_numerical_label) for task_name, has_numerical_label in tasks.items()}
 
 class LongConLDataset(datasets.GeneratorBasedBuilder):
     """Legal opinion classification dataset for LongConL tasks"""
 
     def _info(self):
         """Return dataset information."""
-        features = self.config.features  # Use the features from the current config
+        features = datasets.Features({
+            "Citation": datasets.Value("string"),
+            "Full Case Name": datasets.Value("string"),
+            "Opinion Text": datasets.Value("string"),
+            "Numerical Label": datasets.Value("string"),  # Will be optional for some tasks
+            "Text Label": datasets.Value("string"),
+        })
         return datasets.DatasetInfo(
-            description=_CONFIGS[self.config.name]["description"],  # Get description from _CONFIGS
+            description=_DESCRIPTION,
             features=features,
             homepage=_HOMEPAGE,
             citation=_CITATION,
@@ -97,13 +108,12 @@ class LongConLDataset(datasets.GeneratorBasedBuilder):
                 "Text Label": row["Text Label"],
             }
 
-    # Use a dynamic config for all tasks
+
+
+    # Use a dynamic config
     BUILDER_CONFIGS = [
-        datasets.BuilderConfig(
-            name=task_name,
-            version=datasets.Version("1.0.0"),
-            description=config["description"],
-        )
-        for task_name, config in _CONFIGS.items()
+        datasets.BuilderConfig(name=task_name, version=datasets.Version("1.0.0"), description=task_name)
+        for task_name in ["ATS-Jurisdiction", "ATS-FavorableJudgment",]  # Add your task names here
     ]
 
+