Srushti Hirve commited on
Commit
aba1895
·
1 Parent(s): 042e479

Rename and add demo.py for dataset loading

Browse files
Files changed (1) hide show
  1. demo.py +36 -0
demo.py ADDED
@@ -0,0 +1,36 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ import os
2
+ import datasets
3
+
4
+ class VisionReasonerDataset(datasets.GeneratorBasedBuilder):
5
+ def _info(self):
6
+ return datasets.DatasetInfo(
7
+ features=datasets.Features({
8
+ "id": datasets.Value("string"),
9
+ "problem": datasets.Value("string"),
10
+ "solution": datasets.Value("string"),
11
+ "image": datasets.Image(), # Enables image previews
12
+ "img_height": datasets.Value("int32"),
13
+ }),
14
+ )
15
+
16
+ def _split_generators(self, dl_manager):
17
+ parquet_path = os.path.join(dl_manager.manual_dir, "visionreasoner_dataset.parquet")
18
+ return [
19
+ datasets.SplitGenerator(
20
+ name=datasets.Split.TRAIN,
21
+ gen_kwargs={"filepath": parquet_path}
22
+ ),
23
+ ]
24
+
25
+ def _generate_examples(self, filepath):
26
+ import pandas as pd
27
+ df = pd.read_parquet(filepath)
28
+ for idx, row in df.iterrows():
29
+ yield idx, {
30
+ "id": row["id"],
31
+ "problem": row["problem"],
32
+ "solution": row["solution"],
33
+ "image": row["image"]["path"],
34
+ "img_height": row["img_height"],
35
+ }
36
+