loading script created

123_test.py

@@ -119,7 +119,7 @@ class FewshotPretraining(datasets.GeneratorBasedBuilder):
                 name=datasets.Split.TRAIN,
                 # These kwargs will be passed to _generate_examples
                 gen_kwargs={
-                    "file_path": extracted_paths,
+                    "file_paths": extracted_paths,
                     "split": "train",
                 },
             )
@@ -127,22 +127,23 @@ class FewshotPretraining(datasets.GeneratorBasedBuilder):
 
 
     # method parameters are unpacked from `gen_kwargs` as given in `_split_generators`
-    def _generate_examples(self, file_path, split):
+    def _generate_examples(self, file_paths, split):
         # The `key` is for legacy reasons (tfds) and is not important in itself, but must be unique for each example.
-        print("generating {}".format(file_path))
-        with open(file_path, encoding="utf-8") as f:
-            data = pd.read_json(file_path, orient="records", lines=True)
-            for i in range(data.shape[0]):
-                row = data.iloc[i]
-                # Yields examples as (key, example) tuples
-                key = row["task"] + "_i"
-                yield key, {
-                    "task": data["task"],
-                    "input": data["input"],
-                    "output": data["output"],
-                    "options": data["options"],
-                    "pageTitle": data["pageTitle"],
-                    "outputColName": data["outputColName"],
-                    "url": data["url"],
-                    "wdcFile": data["wdcFile"],
-                }
+        print("generating {}".format(file_paths))
+        for file_path in os.listdir(file_paths):
+            with open(file_path, encoding="utf-8") as f:
+                data = pd.read_json(file_path, orient="records", lines=True)
+                for i in range(data.shape[0]):
+                    row = data.iloc[i]
+                    # Yields examples as (key, example) tuples
+                    key = row["task"] + "_i"
+                    yield key, {
+                        "task": data["task"],
+                        "input": data["input"],
+                        "output": data["output"],
+                        "options": data["options"],
+                        "pageTitle": data["pageTitle"],
+                        "outputColName": data["outputColName"],
+                        "url": data["url"],
+                        "wdcFile": data["wdcFile"],
+                    }