sync ms

insecta.py

@@ -3,6 +3,8 @@ import random
 import requests
 import datasets
 from tqdm import tqdm
+from io import BytesIO
+from PIL import Image
 
 
 _DOMAIN = "https://www.modelscope.cn"
@@ -29,7 +31,7 @@ class insecta(datasets.GeneratorBasedBuilder):
         self,
         root: str,
         url=f"{_DOMAIN}/api/v1/datasets/171488/repo/tree",
-        page_size=10000,
+        page_size=500,
     ):
         try:
             response = requests.get(
@@ -48,6 +50,16 @@ class insecta(datasets.GeneratorBasedBuilder):
             print(f"{e}, retrying...")
             return self._get_files(root)
 
+    def _dld_img(self, url: str):
+        try:
+            response = requests.get(url)
+            response.raise_for_status()
+            return Image.open(BytesIO(response.content))
+
+        except Exception as e:
+            print(f"{e}, retrying...")
+            return self._dld_img(url)
+
     def _split_generators(self, _):
         dataset = []
         files = self._get_files("已鉴定")
@@ -56,7 +68,7 @@ class insecta(datasets.GeneratorBasedBuilder):
             for img in imgs:
                 dataset.append(
                     {
-                        "image": f"{_URL}/resolve/master/" + img["Path"],
+                        "image": self._dld_img(f"{_URL}/resolve/master/" + img["Path"]),
                         "label": file["Name"],
                     }
                 )