Upload build_dataset.py

build_dataset.py

@@ -35,7 +35,7 @@ This dataset is from the EMBER 2018 Malware Analysis dataset
 _HOMEPAGE = "https://github.com/elastic/ember"
 _LICENSE = ""
 _URLS = {
-    "text_classification": "https://huggingface.co/datasets/cw1521/ember2018/blob/main/data/"
+    "text_classification": "https://huggingface.co/datasets/cw1521/ember2018-malware/blob/main/data/"
 }
 
 
@@ -59,7 +59,7 @@ class EMBERConfig(datasets.GeneratorBasedBuilder):
                     "x": datasets.features.Sequence(
                             datasets.Value("float32")
                     ),
-                    "y": datasets.Value("float32"),
+                    "y": datasets.Value("string"),
                     "appeared": datasets.Value("string"),
                     "avclass": datasets.Value("string"),
                     "subset": datasets.Value("string"),
@@ -74,7 +74,7 @@ class EMBERConfig(datasets.GeneratorBasedBuilder):
                     "x": datasets.features.Sequence(
                             datasets.Value("float32")
                     ),
-                    "y": datasets.Value("float32"),
+                    "y": datasets.Value("string"),
                     "appeared": datasets.Value("string"),
                     "avclass": datasets.Value("string"),
                     "subset": datasets.Value("string"),
@@ -120,20 +120,21 @@ class EMBERConfig(datasets.GeneratorBasedBuilder):
     def _generate_examples(self, filepaths, split):
         key = 0
         for id, filepath in enumerate(filepaths[split]): 
+            key += 1
             with open(filepath[id], encoding="utf-8") as f:
                 data_list = json.load(f)
                 for data in data_list:
-                    key += 1
                     if self.config.name == "text_classification":
+                        data.remove
                         yield key, {
                             "input": data["input"],
                             "label": data["label"],
-                            "x": data["x"],
-                            "y": data["y"],
-                            "appeared": data["appeared"],
-                            "avclass": data["avclass"],
-                            "subset": data["subset"],
-                            "sha256": data["sha256"]
+                            # "x": data["x"],
+                            # "y": data["y"],
+                            # "appeared": data["appeared"],
+                            # "avclass": data["avclass"],
+                            # "subset": data["subset"],
+                            # "sha256": data["sha256"]
                         }
                     else:
                         yield key, {