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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 2 new columns ({'caption', 'subcaptions'}) and 1 missing columns ({'bounding_boxes'}).
This happened while the json dataset builder was generating data using
hf://datasets/Nowkim/mm_playground/captions.json (at revision 51c060bee64e1a5553e2e4be7399e15e13dd5958)
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 1870, in _prepare_split_single
writer.write_table(table)
File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/arrow_writer.py", line 622, 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 2292, in table_cast
return cast_table_to_schema(table, schema)
File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/table.py", line 2240, in cast_table_to_schema
raise CastError(
datasets.table.CastError: Couldn't cast
idx: int64
image: string
caption: string
subcaptions: list<item: struct<idx: int64, image: string, text: string>>
child 0, item: struct<idx: int64, image: string, text: string>
child 0, idx: int64
child 1, image: string
child 2, text: string
-- schema metadata --
pandas: '{"index_columns": [], "column_indexes": [], "columns": [{"name":' + 556
to
{'idx': Value(dtype='int64', id=None), 'image': Value(dtype='string', id=None), 'bounding_boxes': [{'height': Value(dtype='string', id=None), 'idx': Value(dtype='int64', id=None), 'image': Value(dtype='string', id=None), 'width': Value(dtype='string', id=None), 'x_center': Value(dtype='string', id=None), 'y_center': 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 1412, 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 988, in stream_convert_to_parquet
builder._prepare_split(
File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/builder.py", line 1741, 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 1872, 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 2 new columns ({'caption', 'subcaptions'}) and 1 missing columns ({'bounding_boxes'}).
This happened while the json dataset builder was generating data using
hf://datasets/Nowkim/mm_playground/captions.json (at revision 51c060bee64e1a5553e2e4be7399e15e13dd5958)
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.
idx
int64 | image
string | bounding_boxes
list |
|---|---|---|
0 | PMC4067800_CCD-5-272-g001.png | [
{
"height": "0.467855",
"idx": 0,
"image": "PMC4067800_CCD-5-272-g001.jpg",
"width": "0.498916",
"x_center": "0.250745",
"y_center": "0.235243"
},
{
"height": "0.467547",
"idx": 1,
"image": "PMC4067800_CCD-5-272-g0012.jpg",
"width": "0.494062",
"x_center": "0.752306",
"y_center": "0.234922"
},
{
"height": "0.5273",
"idx": 2,
"image": "PMC4067800_CCD-5-272-g0013.jpg",
"width": "0.997446",
"x_center": "0.501277",
"y_center": "0.73635"
}
] |
1 | PMC4067800_CCD-5-272-g002.png | [
{
"height": "0.349054",
"idx": 0,
"image": "PMC4067800_CCD-5-272-g002.jpg",
"width": "0.346135",
"x_center": "0.173284",
"y_center": "0.174527"
},
{
"height": "0.311509",
"idx": 1,
"image": "PMC4067800_CCD-5-272-g0022.jpg",
"width": "0.334017",
"x_center": "0.167121",
"y_center": "0.842411"
},
{
"height": "0.349463",
"idx": 2,
"image": "PMC4067800_CCD-5-272-g0023.jpg",
"width": "0.347215",
"x_center": "0.525573",
"y_center": "0.174731"
},
{
"height": "0.34965",
"idx": 3,
"image": "PMC4067800_CCD-5-272-g0024.jpg",
"width": "0.295777",
"x_center": "0.852112",
"y_center": "0.174825"
},
{
"height": "0.311763",
"idx": 4,
"image": "PMC4067800_CCD-5-272-g0025.jpg",
"width": "0.327868",
"x_center": "0.835556",
"y_center": "0.842338"
},
{
"height": "0.311003",
"idx": 5,
"image": "PMC4067800_CCD-5-272-g0026.jpg",
"width": "0.325373",
"x_center": "0.502651",
"y_center": "0.842445"
},
{
"height": "0.325007",
"idx": 6,
"image": "PMC4067800_CCD-5-272-g0027.jpg",
"width": "0.334957",
"x_center": "0.167583",
"y_center": "0.51631"
},
{
"height": "0.324371",
"idx": 7,
"image": "PMC4067800_CCD-5-272-g0028.jpg",
"width": "0.327236",
"x_center": "0.836382",
"y_center": "0.516299"
},
{
"height": "0.324841",
"idx": 8,
"image": "PMC4067800_CCD-5-272-g0029.jpg",
"width": "0.327384",
"x_center": "0.504291",
"y_center": "0.516463"
}
] |
2 | PMC4067800_CCD-5-272-g003.png | [
{
"height": "0.564735",
"idx": 0,
"image": "PMC4067800_CCD-5-272-g003.jpg",
"width": "0.50914",
"x_center": "0.254663",
"y_center": "0.283338"
},
{
"height": "0.564999",
"idx": 1,
"image": "PMC4067800_CCD-5-272-g0032.jpg",
"width": "0.484566",
"x_center": "0.757179",
"y_center": "0.283565"
},
{
"height": "0.424976",
"idx": 2,
"image": "PMC4067800_CCD-5-272-g0033.jpg",
"width": "0.611716",
"x_center": "0.305858",
"y_center": "0.787462"
},
{
"height": "0.426349",
"idx": 3,
"image": "PMC4067800_CCD-5-272-g0034.jpg",
"width": "0.380944",
"x_center": "0.807215",
"y_center": "0.786474"
}
] |
3 | PMC3103432_1471-2091-12-18-1.png | [
{
"height": "1",
"idx": 0,
"image": "PMC3103432_1471-2091-12-18-1.jpg",
"width": "0.666167",
"x_center": "0.333139",
"y_center": "0.5"
},
{
"height": "1",
"idx": 1,
"image": "PMC3103432_1471-2091-12-18-12.jpg",
"width": "0.333239",
"x_center": "0.83338",
"y_center": "0.5"
}
] |
4 | PMC3103432_1471-2091-12-18-2.png | [
{
"height": "0.252828",
"idx": 0,
"image": "PMC3103432_1471-2091-12-18-2.jpg",
"width": "0.497432",
"x_center": "0.751284",
"y_center": "0.126414"
},
{
"height": "0.253941",
"idx": 1,
"image": "PMC3103432_1471-2091-12-18-22.jpg",
"width": "0.494749",
"x_center": "0.247375",
"y_center": "0.12697"
},
{
"height": "0.247367",
"idx": 2,
"image": "PMC3103432_1471-2091-12-18-23.jpg",
"width": "0.497736",
"x_center": "0.751132",
"y_center": "0.380579"
},
{
"height": "0.247868",
"idx": 3,
"image": "PMC3103432_1471-2091-12-18-24.jpg",
"width": "0.495389",
"x_center": "0.247695",
"y_center": "0.38161"
},
{
"height": "0.246775",
"idx": 4,
"image": "PMC3103432_1471-2091-12-18-25.jpg",
"width": "0.497248",
"x_center": "0.248624",
"y_center": "0.632144"
},
{
"height": "0.248748",
"idx": 5,
"image": "PMC3103432_1471-2091-12-18-26.jpg",
"width": "0.496966",
"x_center": "0.751517",
"y_center": "0.632329"
},
{
"height": "0.240835",
"idx": 6,
"image": "PMC3103432_1471-2091-12-18-27.jpg",
"width": "0.495282",
"x_center": "0.247641",
"y_center": "0.879532"
},
{
"height": "0.239046",
"idx": 7,
"image": "PMC3103432_1471-2091-12-18-28.jpg",
"width": "0.49846",
"x_center": "0.750485",
"y_center": "0.880286"
}
] |
5 | PMC3103432_1471-2091-12-18-3.png | [
{
"height": "0.506082",
"idx": 0,
"image": "PMC3103432_1471-2091-12-18-3.jpg",
"width": "0.488973",
"x_center": "0.244866",
"y_center": "0.746959"
},
{
"height": "0.505881",
"idx": 1,
"image": "PMC3103432_1471-2091-12-18-32.jpg",
"width": "0.507884",
"x_center": "0.746058",
"y_center": "0.74706"
},
{
"height": "0.485942",
"idx": 2,
"image": "PMC3103432_1471-2091-12-18-33.jpg",
"width": "0.507278",
"x_center": "0.253995",
"y_center": "0.243327"
},
{
"height": "0.486801",
"idx": 3,
"image": "PMC3103432_1471-2091-12-18-34.jpg",
"width": "0.48799",
"x_center": "0.755772",
"y_center": "0.243468"
}
] |
6 | PMC3974040_1471-2334-14-98-1.png | [
{
"height": "0.450954",
"idx": 0,
"image": "PMC3974040_1471-2334-14-98-1.jpg",
"width": "0.453245",
"x_center": "0.771049",
"y_center": "0.773562"
},
{
"height": "0.537724",
"idx": 1,
"image": "PMC3974040_1471-2334-14-98-12.jpg",
"width": "0.462072",
"x_center": "0.766678",
"y_center": "0.270722"
},
{
"height": "0.541196",
"idx": 2,
"image": "PMC3974040_1471-2334-14-98-13.jpg",
"width": "0.527575",
"x_center": "0.265536",
"y_center": "0.271735"
},
{
"height": "0.448238",
"idx": 3,
"image": "PMC3974040_1471-2334-14-98-14.jpg",
"width": "0.535756",
"x_center": "0.269174",
"y_center": "0.775266"
}
] |
7 | PMC3974040_1471-2334-14-98-3.png | [
{
"height": "0.547158",
"idx": 0,
"image": "PMC3974040_1471-2334-14-98-3.jpg",
"width": "0.999304",
"x_center": "0.499652",
"y_center": "0.273579"
},
{
"height": "0.436092",
"idx": 1,
"image": "PMC3974040_1471-2334-14-98-32.jpg",
"width": "0.998971",
"x_center": "0.499638",
"y_center": "0.781954"
}
] |
8 | PMC2800191_pone.0008682.g001.png | [
{
"height": "0.282822",
"idx": 0,
"image": "PMC2800191_pone_0008682_g001.jpg",
"width": "0.359604",
"x_center": "0.179802",
"y_center": "0.141411"
},
{
"height": "0.283115",
"idx": 1,
"image": "PMC2800191_pone_0008682_g0012.jpg",
"width": "0.314602",
"x_center": "0.842428",
"y_center": "0.141851"
},
{
"height": "0.455122",
"idx": 2,
"image": "PMC2800191_pone_0008682_g0013.jpg",
"width": "0.998582",
"x_center": "0.499291",
"y_center": "0.772439"
},
{
"height": "0.283142",
"idx": 3,
"image": "PMC2800191_pone_0008682_g0014.jpg",
"width": "0.315175",
"x_center": "0.522181",
"y_center": "0.141658"
},
{
"height": "0.242054",
"idx": 4,
"image": "PMC2800191_pone_0008682_g0015.jpg",
"width": "0.314533",
"x_center": "0.84196",
"y_center": "0.409713"
},
{
"height": "0.253322",
"idx": 5,
"image": "PMC2800191_pone_0008682_g0016.jpg",
"width": "0.358863",
"x_center": "0.179431",
"y_center": "0.414462"
},
{
"height": "0.23347",
"idx": 6,
"image": "PMC2800191_pone_0008682_g0017.jpg",
"width": "0.314632",
"x_center": "0.521756",
"y_center": "0.405235"
}
] |
9 | PMC2800191_pone.0008682.g002.png | [
{
"height": "0.475182",
"idx": 0,
"image": "PMC2800191_pone_0008682_g002.jpg",
"width": "0.320571",
"x_center": "0.160667",
"y_center": "0.237591"
},
{
"height": "0.518827",
"idx": 1,
"image": "PMC2800191_pone_0008682_g0022.jpg",
"width": "0.496229",
"x_center": "0.248998",
"y_center": "0.739424"
},
{
"height": "0.521017",
"idx": 2,
"image": "PMC2800191_pone_0008682_g0023.jpg",
"width": "0.497284",
"x_center": "0.751297",
"y_center": "0.739492"
},
{
"height": "0.476276",
"idx": 3,
"image": "PMC2800191_pone_0008682_g0024.jpg",
"width": "0.341951",
"x_center": "0.4982",
"y_center": "0.238173"
},
{
"height": "0.467619",
"idx": 4,
"image": "PMC2800191_pone_0008682_g0025.jpg",
"width": "0.324151",
"x_center": "0.837924",
"y_center": "0.242401"
}
] |
10 | PMC2800191_pone.0008682.g003.png | [
{
"height": "0.47252",
"idx": 0,
"image": "PMC2800191_pone_0008682_g003.jpg",
"width": "0.999142",
"x_center": "0.500429",
"y_center": "0.76374"
},
{
"height": "0.286729",
"idx": 1,
"image": "PMC2800191_pone_0008682_g0032.jpg",
"width": "0.347983",
"x_center": "0.175221",
"y_center": "0.143364"
},
{
"height": "0.286684",
"idx": 2,
"image": "PMC2800191_pone_0008682_g0033.jpg",
"width": "0.317551",
"x_center": "0.513749",
"y_center": "0.143342"
},
{
"height": "0.285813",
"idx": 3,
"image": "PMC2800191_pone_0008682_g0034.jpg",
"width": "0.319526",
"x_center": "0.837561",
"y_center": "0.143214"
},
{
"height": "0.231144",
"idx": 4,
"image": "PMC2800191_pone_0008682_g0035.jpg",
"width": "0.317014",
"x_center": "0.513944",
"y_center": "0.407529"
},
{
"height": "0.233224",
"idx": 5,
"image": "PMC2800191_pone_0008682_g0036.jpg",
"width": "0.319711",
"x_center": "0.837728",
"y_center": "0.408347"
},
{
"height": "0.231837",
"idx": 6,
"image": "PMC2800191_pone_0008682_g0037.jpg",
"width": "0.34887",
"x_center": "0.174989",
"y_center": "0.40759"
}
] |
11 | PMC2800191_pone.0008682.g004.png | [
{
"height": "0.996481",
"idx": 0,
"image": "PMC2800191_pone_0008682_g004.jpg",
"width": "0.503408",
"x_center": "0.252575",
"y_center": "0.500655"
},
{
"height": "0.998077",
"idx": 1,
"image": "PMC2800191_pone_0008682_g0042.jpg",
"width": "0.491067",
"x_center": "0.754036",
"y_center": "0.500961"
}
] |
12 | PMC5041559_12885_2016_2792_Fig1_HTML.png | [
{
"height": "0.996533",
"idx": 0,
"image": "PMC5041559_12885_2016_2792_Fig1_HTML.jpg",
"width": "0.490771",
"x_center": "0.245386",
"y_center": "0.500067"
},
{
"height": "0.995147",
"idx": 1,
"image": "PMC5041559_12885_2016_2792_Fig1_HTML2.jpg",
"width": "0.505141",
"x_center": "0.74743",
"y_center": "0.499465"
}
] |
13 | PMC5041559_12885_2016_2792_Fig2_HTML.png | [
{
"height": "0.508034",
"idx": 0,
"image": "PMC5041559_12885_2016_2792_Fig2_HTML.jpg",
"width": "0.240645",
"x_center": "0.879492",
"y_center": "0.743771"
},
{
"height": "0.512228",
"idx": 1,
"image": "PMC5041559_12885_2016_2792_Fig2_HTML2.jpg",
"width": "0.245725",
"x_center": "0.631937",
"y_center": "0.742692"
},
{
"height": "0.484826",
"idx": 2,
"image": "PMC5041559_12885_2016_2792_Fig2_HTML3.jpg",
"width": "0.241627",
"x_center": "0.879112",
"y_center": "0.242413"
},
{
"height": "0.485542",
"idx": 3,
"image": "PMC5041559_12885_2016_2792_Fig2_HTML4.jpg",
"width": "0.248921",
"x_center": "0.124461",
"y_center": "0.242771"
},
{
"height": "0.485206",
"idx": 4,
"image": "PMC5041559_12885_2016_2792_Fig2_HTML5.jpg",
"width": "0.244438",
"x_center": "0.631767",
"y_center": "0.242603"
},
{
"height": "0.512042",
"idx": 5,
"image": "PMC5041559_12885_2016_2792_Fig2_HTML6.jpg",
"width": "0.252645",
"x_center": "0.377537",
"y_center": "0.74313"
},
{
"height": "0.512106",
"idx": 6,
"image": "PMC5041559_12885_2016_2792_Fig2_HTML7.jpg",
"width": "0.24881",
"x_center": "0.124405",
"y_center": "0.742901"
},
{
"height": "0.485271",
"idx": 7,
"image": "PMC5041559_12885_2016_2792_Fig2_HTML8.jpg",
"width": "0.252787",
"x_center": "0.378623",
"y_center": "0.242635"
}
] |
14 | PMC5041559_12885_2016_2792_Fig3_HTML.png | [
{
"height": "0.245495",
"idx": 0,
"image": "PMC5041559_12885_2016_2792_Fig3_HTML.jpg",
"width": "0.247438",
"x_center": "0.629189",
"y_center": "0.631026"
},
{
"height": "0.247847",
"idx": 1,
"image": "PMC5041559_12885_2016_2792_Fig3_HTML2.jpg",
"width": "0.247678",
"x_center": "0.123859",
"y_center": "0.123924"
},
{
"height": "0.246441",
"idx": 2,
"image": "PMC5041559_12885_2016_2792_Fig3_HTML3.jpg",
"width": "0.247906",
"x_center": "0.123953",
"y_center": "0.629507"
},
{
"height": "0.237866",
"idx": 3,
"image": "PMC5041559_12885_2016_2792_Fig3_HTML4.jpg",
"width": "0.246573",
"x_center": "0.629412",
"y_center": "0.88062"
},
{
"height": "0.240163",
"idx": 4,
"image": "PMC5041559_12885_2016_2792_Fig3_HTML5.jpg",
"width": "0.247233",
"x_center": "0.123885",
"y_center": "0.879503"
},
{
"height": "0.245142",
"idx": 5,
"image": "PMC5041559_12885_2016_2792_Fig3_HTML6.jpg",
"width": "0.242574",
"x_center": "0.878713",
"y_center": "0.631287"
},
{
"height": "0.245356",
"idx": 6,
"image": "PMC5041559_12885_2016_2792_Fig3_HTML7.jpg",
"width": "0.247192",
"x_center": "0.377033",
"y_center": "0.630563"
},
{
"height": "0.246398",
"idx": 7,
"image": "PMC5041559_12885_2016_2792_Fig3_HTML8.jpg",
"width": "0.24733",
"x_center": "0.123683",
"y_center": "0.376593"
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