wip

reviews_with_drift.py

@@ -189,12 +189,15 @@ class NewDataset(datasets.GeneratorBasedBuilder):
     def _generate_examples(self, filepath, split):
         # TODO: This method handles input defined in _split_generators to yield (key, example) tuples from the dataset.
         # The `key` is for legacy reasons (tfds) and is not important in itself, but must be unique for each example.
-        with open(filepath, encoding="utf-8") as f:
-            yield 33, {
-                "prediction_ts":99,
-                "age":11,
-                "gender":"maleish",
-                "context":"movielike",
-                "text": f.read(),
-                "label":"Negative"
-            }
+        with open(filepath, encoding="utf-8") as csv_file:
+            csv_reader = csv.reader(csv_file)
+            for id_, row in enumerate(csv_reader):
+                prediction_ts,age,gender,context,text,label = row
+                yield id_, {
+                    "prediction_ts":prediction_ts,
+                    "age":age,
+                    "gender":gender,
+                    "context":context,
+                    "text": text,
+                    "label":label
+                }