Update

Custom_SQuAD.py

@@ -107,32 +107,6 @@ class ShellcodeIA32(datasets.GeneratorBasedBuilder):
         my_urls = _URLs[self.config.name]
         data_dir = dl_manager.download_and_extract("https://huggingface.co/datasets/Serhii/Custom_SQuAD/blob/main/Dataset.json")
         data_dir = "/home/pc/Dev/HF_Datasets/Custom_SQuAD/Dataset.json"
-        # return [
-        #     datasets.SplitGenerator(
-        #         name=datasets.Split.TRAIN,
-        #         # These kwargs will be passed to _generate_examples
-        #         gen_kwargs={
-        #             "filepath": os.path.join(data_dir, "Shellcode_IA32.tsv"),
-        #             "split": "train",
-        #         },
-        #     ),
-        #     datasets.SplitGenerator(
-        #         name=datasets.Split.TEST,
-        #         # These kwargs will be passed to _generate_examples
-        #         gen_kwargs={
-        #             "filepath": os.path.join(data_dir, "Shellcode_IA32.tsv"),
-        #             "split": "test"
-        #         },
-        #     ),
-        #     datasets.SplitGenerator(
-        #         name=datasets.Split.VALIDATION,
-        #         # These kwargs will be passed to _generate_examples
-        #         gen_kwargs={
-        #             "filepath": os.path.join(data_dir, "Shellcode_IA32.tsv"),
-        #             "split": "dev",
-        #         },
-        #     ),
-        # ]
         return [
             datasets.SplitGenerator(
                 name=datasets.Split.TRAIN,
@@ -167,7 +141,7 @@ class ShellcodeIA32(datasets.GeneratorBasedBuilder):
         # The `key` is here for legacy reason (tfds) and is not important in itself.
         """This function returns the examples in the raw (text) form."""
         print(f"FILEPATH ------------------ {filepath}")
-        df = pd.read_json(filepath)
+        df = pd.read_json(filepath, lines=True)
         train = df.sample(frac = 0.8, random_state = 0)
         test = df.drop(train.index)
         dev = test.sample(frac = 0.5, random_state = 0)
@@ -180,16 +154,9 @@ class ShellcodeIA32(datasets.GeneratorBasedBuilder):
             data = test
         for idx, row in data.iterrows():
             yield idx, {
-                "snippet": row["SNIPPETS"],
-                "intent": row["INTENTS"],
+                "id": row["id"],
+                "title": row["title"],
+                "context": row["context"],
+                "question": row["question"],
+                "answers": row["answers"],
             }
-            # with open(filepath, encoding="utf-8") as f:
-            #     reader = csv.DictReader(f, delimiter="\t", quoting=csv.QUOTE_NONE)
-            #     reader =
-            #     for idx, row in enumerate(reader):
-            #
-            #         yield idx, {
-            #             "snippet": row["SNIPPETS"],
-            #             "intent": row["INTENTS"],
-            #
-            #         }