Update mimir.py

mimir.py

@@ -51,7 +51,7 @@ class MimirConfig(BuilderConfig):
 
 class MimirDataset(GeneratorBasedBuilder):
     # Assuming 'VERSION' is defined
-    VERSION = datasets.Version("1.2.0")
+    VERSION = datasets.Version("1.3.0")
 
     # Define the builder configs
     BUILDER_CONFIG_CLASS = MimirConfig
@@ -140,10 +140,8 @@ class MimirDataset(GeneratorBasedBuilder):
 
         if len(self.config.subsets) > 0:
             suffixes = [f"{subset}" for subset in self.config.subsets]
-            # subset_splits = [f"{self.config.name}_{subset}" for subset in self.config.subsets]
         else:
             suffixes = ["none"]
-            # subset_splits = [self.config.name]
 
         file_paths = {}
         for subset_split_suffix in suffixes:
@@ -154,9 +152,7 @@ class MimirDataset(GeneratorBasedBuilder):
             # Add standard member and non-member paths
             internal_fp['member'] = os.path.join(parent_dir, "train", f"{self.config.name}{subset_split_suffix_use}.jsonl")
             internal_fp['nonmember'] = os.path.join(parent_dir, "test", f"{self.config.name}{subset_split_suffix_use}.jsonl")
-            # file_paths[f"{subset_split}_member"] = os.path.join(parent_dir, "train", subset_split + ".jsonl")
-            # file_paths[f"{subset_split}_nonmember"] = os.path.join(parent_dir, "test", subset_split + ".jsonl")
-            
+
             # Load associated neighbors
             internal_fp['member_neighbors'] = os.path.join(
                 parent_dir,
@@ -168,16 +164,6 @@ class MimirDataset(GeneratorBasedBuilder):
                 "test_neighbors",
                 f"{self.config.name}{subset_split_suffix_use}{NEIGHBOR_SUFFIX}.jsonl",
             )
-            # file_paths[f"{subset_split}_member_neighbors"] = os.path.join(
-            #     parent_dir,
-            #     "train_neighbors",
-            #     subset_split + f"{NEIGHBOR_SUFFIX}.jsonl",
-            # )
-            # file_paths[f"{subset_split}_nonmember_neighbors"] = os.path.join(
-            #     parent_dir,
-            #     "test_neighbors",
-            #     subset_split + f"{NEIGHBOR_SUFFIX}.jsonl",
-            # )
             file_paths[subset_split_suffix] = internal_fp
 
         # Now that we know which files to load, download them
@@ -186,7 +172,6 @@ class MimirDataset(GeneratorBasedBuilder):
             download_paths = []
             for v in v_dict.values():
                 download_paths.append(_DOWNLOAD_URL + v)
-                # [f"{k}{k_inside}"] = _DOWNLOAD_URL + v
             paths = dl_manager.download_and_extract(download_paths)
             internal_dict = {k:v for k, v in zip(v_dict.keys(), paths)}
             data_dir[k] = internal_dict
@@ -198,20 +183,12 @@ class MimirDataset(GeneratorBasedBuilder):
 
     def _generate_examples(self, file_path_dict):
         """Yields examples."""
-        # yield 0, file_path_dict
         # Open all four files in file_path_dict and yield examples (one from each file) simultaneously
         with open(file_path_dict["member"], "r") as f_member, open(file_path_dict["nonmember"], "r") as f_nonmember, open(file_path_dict["member_neighbors"], "r") as f_member_neighbors, open(file_path_dict["nonmember_neighbors"], "r") as f_nonmember_neighbors:
             for id, (member, nonmember, member_neighbors, nonmember_neighbors) in enumerate(zip(f_member, f_nonmember, f_member_neighbors, f_nonmember_neighbors)):
                 yield id, {
                     "member": json.loads(member),
                     "nonmember": json.loads(nonmember),
-                    "member_neighbors": json.loads(member_neighbors),
-                    "nonmember_neighbors": json.loads(nonmember_neighbors),
-                }
-        # Open the specified .jsonl file and read each line
-        # with open(file_path, "r") as f:
-        #     for id, line in enumerate(f):
-        #         data = json.loads(line)
-        #         if type(data) != list:
-        #             data = [data]
-        #         yield id, {"text": data}
+                    "member_neighbors": json.loads(member_neighbors)[0],
+                    "nonmember_neighbors": json.loads(nonmember_neighbors)[0],
+                }