Update test.py

test.py

@@ -24,9 +24,21 @@ _URLS = {
             "train": _URL + 'train1_dataset.csv',
             "reg": _URL + 'reg1_dataset.csv',
             }
+task_list = [
+    "train",
+    "reg",
+]
+class taskConfig(datasets.BuilderConfig):
+    def __init__(self, **kwargs):
+        super().__init__(version=datasets.Version("1.0.0"), **kwargs)
 
 class imgdataset(datasets.GeneratorBasedBuilder):
-    """"""
+        BUILDER_CONFIGS = [
+            SampleConfig(
+                name=task_name,
+            )
+            for task_name in task_list
+        ]
     def _info(self):
         return datasets.DatasetInfo(
             description=_DESCRIPTION,
@@ -45,40 +57,13 @@ class imgdataset(datasets.GeneratorBasedBuilder):
             version=_VERSION,
             citation=_CITATION,
         )
-    # def _split_generators(self, dl_manager: datasets.DownloadManager):
-    #     """This function returns the examples in the raw (text) form."""
-    #     urls = _URLS[self.config.name]
-    #     print(urls)
-    #     downloaded_files = dl_manager.download_and_extract(urls)
-    #     # downloaded_files['train']
-    #     print(downloaded_files)
-    #     return [
-    #         datasets.SplitGenerator(
-    #             name=datasets.Split.TRAIN,
-    #             # These kwargs will be passed to _generate_examples
-    #             gen_kwargs={
-    #                 "filepath": os.path.join(downloaded_files),
-    #                 "split": "img",
-    #             },
-    #         ),
-    #         datasets.SplitGenerator(
-    #             name=datasets.Split.TEST,
-    #             # These kwargs will be passed to _generate_examples
-    #             gen_kwargs={
-    #                 "filepath": os.path.join(downloaded_files),
-    #                 "split": "reg",
-    #             },
-    #         ),
-    #    ]
+
     def _split_generators(self, dl_manager: datasets.DownloadManager):
         downloaded_files = dl_manager.download_and_extract(_URLS)
-
+        task_name = self.config.name
         return [
             datasets.SplitGenerator(datasets.Split.TRAIN, {
-                "filepath": downloaded_files["train"]
-            }),
-            datasets.SplitGenerator(datasets.Split.VALIDATION, {
-                "filepath": downloaded_files["reg"]
+                "filepath": downloaded_files[task_name]
             }),
             ]
     def _generate_examples(self, filepath):
@@ -103,40 +88,3 @@ class imgdataset(datasets.GeneratorBasedBuilder):
                     os.makedirs(folder)
                 urllib.request.urlretrieve(url, path)
                 key += 1
-    # def _generate_examples(self, filepath, split):
-        
-    #     # TODO: This method handles input defined in _split_generators to yield (key, example) tuples from the dataset.
-    #     # The `key` is for legacy reasons (tfds) and is not important in itself, but must be unique for each example.
-    #     with open(filepath, encoding="utf-8") as f:
-    #         data = csv.DictReader(f)
-    #         key = 0
-    #         for row in data:
-    #             if self.config.name == "train":
-    #                 yield key, {
-    #                     "Class_name": row['Class_name'],
-    #                     "file_name": row['file_name'],
-    #                     "file_id": row['file_id']
-    #                 }
-    #                 class_name =row['Class_name']
-    #                 file_name = row['file_name']
-    #                 url =row['file_id']
-    #                 path = os.path.join('./image/',class_name,file_name)
-    #                 folder = os.path.join('./image/',class_name)
-    #                 if not os.path.isdir(folder): #폴더가 존재하지 않는다면 폴더 생성
-    #                     os.makedirs(folder)
-    #                 urllib.request.urlretrieve(url, path)
-    #             else:  
-    #                 yield key, {
-    #                     "Class_name": row['Class_name'],
-    #                     "file_name": row['file_name'],
-    #                     "file_id": row['file_id']
-    #                 }
-    #                 class_name =row['Class_name']
-    #                 file_name = row['file_name']
-    #                 url =row['file_id']
-    #                 path = os.path.join('./regu/',class_name,file_name)
-    #                 folder = os.path.join('./regu/',class_name)
-    #                 if not os.path.isdir(folder): #폴더가 존재하지 않는다면 폴더 생성
-    #                     os.makedirs(folder)
-    #                 urllib.request.urlretrieve(url, path)
-    #             key +=1