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The dataset generation failed because of a cast error
Error code: DatasetGenerationCastError
Exception: DatasetGenerationCastError
Message: An error occurred while generating the dataset
All the data files must have the same columns, but at some point there are 1 new columns ({'filename'}) and 1 missing columns ({'label_text'}).
This happened while the csv dataset builder was generating data using
hf://datasets/peternasser99/MED/OpenPath_data/External validation data/Kather_train/Kather_train.csv (at revision c3af8d89426b669e8a10dc6bc419bc8dc7a5242b)
Please either edit the data files to have matching columns, or separate them into different configurations (see docs at https://hf.co/docs/hub/datasets-manual-configuration#multiple-configurations)
Traceback: Traceback (most recent call last):
File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/builder.py", line 2011, in _prepare_split_single
writer.write_table(table)
File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/arrow_writer.py", line 585, in write_table
pa_table = table_cast(pa_table, self._schema)
File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/table.py", line 2302, in table_cast
return cast_table_to_schema(table, schema)
File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/table.py", line 2256, in cast_table_to_schema
raise CastError(
datasets.table.CastError: Couldn't cast
Unnamed: 0: int64
filename: string
label: string
caption: string
-- schema metadata --
pandas: '{"index_columns": [{"kind": "range", "name": null, "start": 0, "' + 720
to
{'Unnamed: 0': Value(dtype='int64', id=None), 'label': Value(dtype='int64', id=None), 'label_text': Value(dtype='string', id=None), 'caption': Value(dtype='string', id=None)}
because column names don't match
During handling of the above exception, another exception occurred:
Traceback (most recent call last):
File "/src/services/worker/src/worker/job_runners/config/parquet_and_info.py", line 1572, in compute_config_parquet_and_info_response
parquet_operations, partial, estimated_dataset_info = stream_convert_to_parquet(
File "/src/services/worker/src/worker/job_runners/config/parquet_and_info.py", line 1136, in stream_convert_to_parquet
builder._prepare_split(
File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/builder.py", line 1882, in _prepare_split
for job_id, done, content in self._prepare_split_single(
File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/builder.py", line 2013, in _prepare_split_single
raise DatasetGenerationCastError.from_cast_error(
datasets.exceptions.DatasetGenerationCastError: An error occurred while generating the dataset
All the data files must have the same columns, but at some point there are 1 new columns ({'filename'}) and 1 missing columns ({'label_text'}).
This happened while the csv dataset builder was generating data using
hf://datasets/peternasser99/MED/OpenPath_data/External validation data/Kather_train/Kather_train.csv (at revision c3af8d89426b669e8a10dc6bc419bc8dc7a5242b)
Please either edit the data files to have matching columns, or separate them into different configurations (see docs at https://hf.co/docs/hub/datasets-manual-configuration#multiple-configurations)Need help to make the dataset viewer work? Make sure to review how to configure the dataset viewer, and open a discussion for direct support.
Unnamed: 0
int64 | label
int64 | label_text
string | caption
string |
|---|---|---|---|
0 | 0 | benign | An H&E image patch of benign tissue. |
1 | 0 | benign | An H&E image patch of benign tissue. |
2 | 0 | benign | An H&E image patch of benign tissue. |
3 | 0 | benign | An H&E image patch of benign tissue. |
4 | 0 | benign | An H&E image patch of benign tissue. |
5 | 0 | benign | An H&E image patch of benign tissue. |
6 | 0 | benign | An H&E image patch of benign tissue. |
7 | 0 | benign | An H&E image patch of benign tissue. |
8 | 0 | benign | An H&E image patch of benign tissue. |
9 | 0 | benign | An H&E image patch of benign tissue. |
10 | 0 | benign | An H&E image patch of benign tissue. |
11 | 0 | benign | An H&E image patch of benign tissue. |
12 | 0 | benign | An H&E image patch of benign tissue. |
13 | 0 | benign | An H&E image patch of benign tissue. |
14 | 0 | benign | An H&E image patch of benign tissue. |
15 | 0 | benign | An H&E image patch of benign tissue. |
16 | 0 | benign | An H&E image patch of benign tissue. |
17 | 0 | benign | An H&E image patch of benign tissue. |
18 | 0 | benign | An H&E image patch of benign tissue. |
19 | 0 | benign | An H&E image patch of benign tissue. |
20 | 0 | benign | An H&E image patch of benign tissue. |
21 | 0 | benign | An H&E image patch of benign tissue. |
22 | 0 | benign | An H&E image patch of benign tissue. |
23 | 0 | benign | An H&E image patch of benign tissue. |
24 | 0 | benign | An H&E image patch of benign tissue. |
25 | 0 | benign | An H&E image patch of benign tissue. |
26 | 0 | benign | An H&E image patch of benign tissue. |
27 | 0 | benign | An H&E image patch of benign tissue. |
28 | 0 | benign | An H&E image patch of benign tissue. |
29 | 0 | benign | An H&E image patch of benign tissue. |
30 | 0 | benign | An H&E image patch of benign tissue. |
31 | 0 | benign | An H&E image patch of benign tissue. |
32 | 0 | benign | An H&E image patch of benign tissue. |
33 | 0 | benign | An H&E image patch of benign tissue. |
34 | 0 | benign | An H&E image patch of benign tissue. |
35 | 0 | benign | An H&E image patch of benign tissue. |
36 | 0 | benign | An H&E image patch of benign tissue. |
37 | 0 | benign | An H&E image patch of benign tissue. |
38 | 0 | benign | An H&E image patch of benign tissue. |
39 | 0 | benign | An H&E image patch of benign tissue. |
40 | 0 | benign | An H&E image patch of benign tissue. |
41 | 0 | benign | An H&E image patch of benign tissue. |
42 | 0 | benign | An H&E image patch of benign tissue. |
43 | 0 | benign | An H&E image patch of benign tissue. |
44 | 0 | benign | An H&E image patch of benign tissue. |
45 | 0 | benign | An H&E image patch of benign tissue. |
46 | 0 | benign | An H&E image patch of benign tissue. |
47 | 0 | benign | An H&E image patch of benign tissue. |
48 | 0 | benign | An H&E image patch of benign tissue. |
49 | 0 | benign | An H&E image patch of benign tissue. |
50 | 0 | benign | An H&E image patch of benign tissue. |
51 | 0 | benign | An H&E image patch of benign tissue. |
52 | 0 | benign | An H&E image patch of benign tissue. |
53 | 0 | benign | An H&E image patch of benign tissue. |
54 | 0 | benign | An H&E image patch of benign tissue. |
55 | 0 | benign | An H&E image patch of benign tissue. |
56 | 0 | benign | An H&E image patch of benign tissue. |
57 | 0 | benign | An H&E image patch of benign tissue. |
58 | 0 | benign | An H&E image patch of benign tissue. |
59 | 0 | benign | An H&E image patch of benign tissue. |
60 | 0 | benign | An H&E image patch of benign tissue. |
61 | 0 | benign | An H&E image patch of benign tissue. |
62 | 0 | benign | An H&E image patch of benign tissue. |
63 | 0 | benign | An H&E image patch of benign tissue. |
64 | 0 | benign | An H&E image patch of benign tissue. |
65 | 0 | benign | An H&E image patch of benign tissue. |
66 | 0 | benign | An H&E image patch of benign tissue. |
67 | 0 | benign | An H&E image patch of benign tissue. |
68 | 0 | benign | An H&E image patch of benign tissue. |
69 | 0 | benign | An H&E image patch of benign tissue. |
70 | 0 | benign | An H&E image patch of benign tissue. |
71 | 0 | benign | An H&E image patch of benign tissue. |
72 | 0 | benign | An H&E image patch of benign tissue. |
73 | 0 | benign | An H&E image patch of benign tissue. |
74 | 0 | benign | An H&E image patch of benign tissue. |
75 | 0 | benign | An H&E image patch of benign tissue. |
76 | 0 | benign | An H&E image patch of benign tissue. |
77 | 0 | benign | An H&E image patch of benign tissue. |
78 | 0 | benign | An H&E image patch of benign tissue. |
79 | 0 | benign | An H&E image patch of benign tissue. |
80 | 0 | benign | An H&E image patch of benign tissue. |
81 | 0 | benign | An H&E image patch of benign tissue. |
82 | 0 | benign | An H&E image patch of benign tissue. |
83 | 0 | benign | An H&E image patch of benign tissue. |
84 | 0 | benign | An H&E image patch of benign tissue. |
85 | 0 | benign | An H&E image patch of benign tissue. |
86 | 0 | benign | An H&E image patch of benign tissue. |
87 | 0 | benign | An H&E image patch of benign tissue. |
88 | 0 | benign | An H&E image patch of benign tissue. |
89 | 0 | benign | An H&E image patch of benign tissue. |
90 | 0 | benign | An H&E image patch of benign tissue. |
91 | 0 | benign | An H&E image patch of benign tissue. |
92 | 0 | benign | An H&E image patch of benign tissue. |
93 | 0 | benign | An H&E image patch of benign tissue. |
94 | 0 | benign | An H&E image patch of benign tissue. |
95 | 0 | benign | An H&E image patch of benign tissue. |
96 | 0 | benign | An H&E image patch of benign tissue. |
97 | 0 | benign | An H&E image patch of benign tissue. |
98 | 0 | benign | An H&E image patch of benign tissue. |
99 | 0 | benign | An H&E image patch of benign tissue. |
End of preview.