Create samsum.py

samsum.py

@@ -0,0 +1,44 @@
+import json
+import datasets  
+
+class SkillDataset(datasets.GeneratorBasedBuilder):
+  VERSION = datasets.Version("0.1.0")
+  
+  def _info(self):
+    return datasets.DatasetInfo(
+      description="A dataset of skills and their descriptions",
+      features=datasets.Features(
+        {
+          "input": datasets.Value("string"),
+          "target": datasets.Value("string"),
+        }
+      ),
+    )
+
+  def _split_generators(self, dl_manager):
+    mappings = json.load(open("mappings.json", "r"))
+
+    training_data = mappings[:int(0.95 * len(mappings))]
+    testing_data = mappings[int(0.95 * len(mappings)) :]
+
+    return [
+      datasets.SplitGenerator(
+        name=datasets.Split.TRAIN,
+        gen_kwargs={
+          "data": training_data
+        }
+      ),
+      datasets.SplitGenerator(
+        name=datasets.Split.TEST,
+        gen_kwargs={
+          "data": testing_data
+        }
+      ),
+    ]
+
+  def _generate_examples(self, data):
+    for i, mapping in enumerate(data):
+      yield i, {
+        "input": mapping["input"],
+        "target": mapping["target"],
+      }