Upload config1/training_marbles.py with huggingface_hub

config1/training_marbles.py

@@ -0,0 +1,61 @@
+import os
+import pandas as pd
+import datasets
+
+class TrainingMarblesConfig1(datasets.GeneratorBasedBuilder):
+    VERSION = datasets.Version("1.0.0")
+
+    def _info(self):
+        return datasets.DatasetInfo(
+            features=datasets.Features(
+                {
+                    'timestamp': datasets.Value('string'),
+                    'marble_x': datasets.Value('float'),
+                    'marble_y': datasets.Value('float'),
+                    'boss_x': datasets.Value('float'),
+                    'boss_y': datasets.Value('float'),
+                    'triangle1_x': datasets.Value('float'),
+                    'triangle1_y': datasets.Value('float'),
+                    'triangle2_x': datasets.Value('float'),
+                    'triangle2_y': datasets.Value('float'),
+                    'triangle3_x': datasets.Value('float'),
+                    'triangle3_y': datasets.Value('float'),
+                    'marble_health': datasets.Value('float'),
+                    'boss_health': datasets.Value('float'),
+                    'command': datasets.Value('int32'),
+                }
+            )
+        )
+
+    def _split_generators(self, dl_manager):
+        data_dir = dl_manager.download_and_extract("path_to_config1_dataset_files")
+        return [
+            datasets.SplitGenerator(
+                name=datasets.Split.TRAIN,
+                gen_kwargs={"filepath": os.path.join(data_dir, "X_train.csv")},
+            ),
+            datasets.SplitGenerator(
+                name=datasets.Split.TEST,
+                gen_kwargs={"filepath": os.path.join(data_dir, "X_test.csv")},
+            ),
+        ]
+
+    def _generate_examples(self, filepath):
+        df = pd.read_csv(filepath)
+        for id_, row in df.iterrows():
+            yield id_, {
+                'timestamp': row['timestamp'],
+                'marble_x': row['marble_x'],
+                'marble_y': row['marble_y'],
+                'boss_x': row['boss_x'],
+                'boss_y': row['boss_y'],
+                'triangle1_x': row['triangle1_x'],
+                'triangle1_y': row['triangle1_y'],
+                'triangle2_x': row['triangle2_x'],
+                'triangle2_y': row['triangle2_y'],
+                'triangle3_x': row['triangle3_x'],
+                'triangle3_y': row['triangle3_y'],
+                'marble_health': row['marble_health'],
+                'boss_health': row['boss_health'],
+                'command': row['command'],
+            }