k

1 files changed, 27 insertions, 0 deletions

diff --git a/data/__init__.py b/data/__init__.py
index a69f374..420c1f8 100644
--- a/data/__init__.py
+++ b/data/__init__.py
@@ -8,6 +8,12 @@ def CreateDataLoader(opt):
     data_loader.initialize(opt)
     return data_loader
 
+def CreateRecursiveDataLoader(opt):
+    data_loader = RecursiveDatasetDataLoader()
+    print(data_loader.name())
+    data_loader.initialize(opt)
+    return data_loader
+
 
 def CreateDataset(opt):
     dataset = None
@@ -55,3 +61,24 @@ class CustomDatasetDataLoader(BaseDataLoader):
             if i * self.opt.batchSize >= self.opt.max_dataset_size:
                 break
             yield data
+
+class RecursiveDatasetDataLoader(BaseDataLoader):
+    def name(self):
+        return 'CustomDatasetDataLoader'
+
+    def initialize(self, opt):
+        #BaseDataLoader.initialize(self, opt)
+        self.dataset = CreateDataset(opt)
+        self.dataloader = self.dataset
+
+    def load_data(self):
+        return self
+
+    def __len__(self):
+        return min(len(self.dataset), self.opt.max_dataset_size)
+
+    def __iter__(self):
+        for i, data in enumerate(self.dataloader):
+            if i * self.opt.batchSize >= self.opt.max_dataset_size:
+                break
+            yield data