Update pmc_oa.py

pmc_oa.py

@@ -45,7 +45,6 @@ class PMC_OA(datasets.GeneratorBasedBuilder):
             description=_DESCRIPTION,
             features=datasets.Features(
                 {
-                    # "image_name": datasets.Value("string"),
                     "image": datasets.Image(),
                     "caption": datasets.Value("string"),
                 }
@@ -59,12 +58,12 @@ class PMC_OA(datasets.GeneratorBasedBuilder):
         data_dir = dl_manager.download_and_extract(_URLS)
 
         return [
-            datasets.SplitGenerator(name=datasets.Split.TRAIN, gen_kwargs={"filepath": os.path.join(data_dir, "train.jsonl")}),
-            datasets.SplitGenerator(name=datasets.Split.VALIDATION, gen_kwargs={"filepath": os.path.join(data_dir, "valid.jsonl")}),
-            datasets.SplitGenerator(name=datasets.Split.TEST, gen_kwargs={"filepath": os.path.join(data_dir, "test.jsonl")}),
+            datasets.SplitGenerator(name=datasets.Split.TRAIN, gen_kwargs={"filepath": data_dir['train'], "image_dir": data_dir['images']}),
+            datasets.SplitGenerator(name=datasets.Split.VALIDATION, gen_kwargs={"filepath": data_dir['valid'], "image_dir": data_dir['images']}),
+            datasets.SplitGenerator(name=datasets.Split.TEST, gen_kwargs={"filepath": data_dir['test'], "image_dir": data_dir['images']}),
         ]
 
-    def _generate_examples(self, filepath):
+    def _generate_examples(self, filepath, image_dir):
         """This function returns the examples in the raw (text) form."""
         logger.info("generating examples from = %s", filepath)
 
@@ -72,7 +71,7 @@ class PMC_OA(datasets.GeneratorBasedBuilder):
             _id = 0
             for obj in reader:
                 relative_image_path = obj['image']
-                image_path = os.path.join("images", relative_image_path)
+                image_path = os.path.join(image_dir, "caption_T060_filtered_top4_sep_v0_subfigures", relative_image_path)
                 caption = obj['caption']
                 yield _id, {
                     "image": {