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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 4 new columns ({'n_ocean_images', 'n_images', 'ocean_ratio:', 'ocean_threshold'}) and 7 missing columns ({'cy', 'h', 'fl_y', 'fl_x', 'w', 'cx', 'camera_angle_x'}).
This happened while the json dataset builder was generating data using
hf://datasets/HexuZhao/matrixcity_bigcity_aerial_102M_initial_point_cloud/all_blocks/transforms_train_ocean_info.json (at revision 8a85c30e8626cc5e35a278d31731e119ed687a53)
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 "/usr/local/lib/python3.12/site-packages/datasets/builder.py", line 1831, in _prepare_split_single
writer.write_table(table)
File "/usr/local/lib/python3.12/site-packages/datasets/arrow_writer.py", line 714, in write_table
pa_table = table_cast(pa_table, self._schema)
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/usr/local/lib/python3.12/site-packages/datasets/table.py", line 2272, in table_cast
return cast_table_to_schema(table, schema)
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/usr/local/lib/python3.12/site-packages/datasets/table.py", line 2218, in cast_table_to_schema
raise CastError(
datasets.table.CastError: Couldn't cast
n_images: int64
n_ocean_images: int64
ocean_threshold: double
ocean_ratio:: double
frames: list<item: struct<file_name: string, is_ocean: bool>>
child 0, item: struct<file_name: string, is_ocean: bool>
child 0, file_name: string
child 1, is_ocean: bool
to
{'camera_angle_x': Value('float64'), 'fl_x': Value('float64'), 'fl_y': Value('float64'), 'cx': Value('int64'), 'cy': Value('int64'), 'w': Value('int64'), 'h': Value('int64'), 'frames': {'depth_path': Value('null'), 'file_name': Value('string'), 'transform_matrix': List(List(Value('float64')))}}
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 1455, in compute_config_parquet_and_info_response
parquet_operations = convert_to_parquet(builder)
^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/src/services/worker/src/worker/job_runners/config/parquet_and_info.py", line 1054, in convert_to_parquet
builder.download_and_prepare(
File "/usr/local/lib/python3.12/site-packages/datasets/builder.py", line 894, in download_and_prepare
self._download_and_prepare(
File "/usr/local/lib/python3.12/site-packages/datasets/builder.py", line 970, in _download_and_prepare
self._prepare_split(split_generator, **prepare_split_kwargs)
File "/usr/local/lib/python3.12/site-packages/datasets/builder.py", line 1702, in _prepare_split
for job_id, done, content in self._prepare_split_single(
^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/usr/local/lib/python3.12/site-packages/datasets/builder.py", line 1833, 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 4 new columns ({'n_ocean_images', 'n_images', 'ocean_ratio:', 'ocean_threshold'}) and 7 missing columns ({'cy', 'h', 'fl_y', 'fl_x', 'w', 'cx', 'camera_angle_x'}).
This happened while the json dataset builder was generating data using
hf://datasets/HexuZhao/matrixcity_bigcity_aerial_102M_initial_point_cloud/all_blocks/transforms_train_ocean_info.json (at revision 8a85c30e8626cc5e35a278d31731e119ed687a53)
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.
camera_angle_x
float64 | fl_x
float64 | fl_y
float64 | cx
int64 | cy
int64 | w
int64 | h
int64 | frames
dict |
|---|---|---|---|---|---|---|---|
0.785398
| 2,317.644948
| 2,317.644948
| 960
| 540
| 1,920
| 1,080
|
{
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[
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0.707106804475188,
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-23
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[
-0.9999999776482581,
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3.3748635830388456e-9,
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[
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0.7071067579090591,
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2.5
],
[
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1
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]
}
|
0.785398
| 2,317.644948
| 2,317.644948
| 960
| 540
| 1,920
| 1,080
|
{
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"file_name": "big_high_block_1/0001.png",
"transform_matrix": [
[
-4.371138728753721e-8,
0.707106804475188,
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-23
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[
-0.9999999776482581,
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3.3748635830388456e-9,
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[
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2.5
],
[
0,
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1
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]
}
|
0.785398
| 2,317.644948
| 2,317.644948
| 960
| 540
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|
{
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"transform_matrix": [
[
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[
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[
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|
0.785398
| 2,317.644948
| 2,317.644948
| 960
| 540
| 1,920
| 1,080
|
{
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[
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2.5
],
[
0,
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1
]
]
}
|
0.785398
| 2,317.644948
| 2,317.644948
| 960
| 540
| 1,920
| 1,080
|
{
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"transform_matrix": [
[
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[
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[
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[
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}
|
0.785398
| 2,317.644948
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| 960
| 540
| 1,920
| 1,080
|
{
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[
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[
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[
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}
|
0.785398
| 2,317.644948
| 2,317.644948
| 960
| 540
| 1,920
| 1,080
|
{
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[
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[
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|
0.785398
| 2,317.644948
| 2,317.644948
| 960
| 540
| 1,920
| 1,080
|
{
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|
0.785398
| 2,317.644948
| 2,317.644948
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| 540
| 1,920
| 1,080
|
{
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|
0.785398
| 2,317.644948
| 2,317.644948
| 960
| 540
| 1,920
| 1,080
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{
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|
0.785398
| 2,317.644948
| 2,317.644948
| 960
| 540
| 1,920
| 1,080
|
{
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|
0.785398
| 2,317.644948
| 2,317.644948
| 960
| 540
| 1,920
| 1,080
|
{
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|
0.785398
| 2,317.644948
| 2,317.644948
| 960
| 540
| 1,920
| 1,080
|
{
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|
0.785398
| 2,317.644948
| 2,317.644948
| 960
| 540
| 1,920
| 1,080
|
{
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|
0.785398
| 2,317.644948
| 2,317.644948
| 960
| 540
| 1,920
| 1,080
|
{
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|
0.785398
| 2,317.644948
| 2,317.644948
| 960
| 540
| 1,920
| 1,080
|
{
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|
0.785398
| 2,317.644948
| 2,317.644948
| 960
| 540
| 1,920
| 1,080
|
{
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|
0.785398
| 2,317.644948
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| 540
| 1,920
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{
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|
0.785398
| 2,317.644948
| 2,317.644948
| 960
| 540
| 1,920
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|
{
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|
0.785398
| 2,317.644948
| 2,317.644948
| 960
| 540
| 1,920
| 1,080
|
{
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|
0.785398
| 2,317.644948
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| 540
| 1,920
| 1,080
|
{
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|
0.785398
| 2,317.644948
| 2,317.644948
| 960
| 540
| 1,920
| 1,080
|
{
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[
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|
0.785398
| 2,317.644948
| 2,317.644948
| 960
| 540
| 1,920
| 1,080
|
{
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[
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[
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[
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[
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1
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}
|
0.785398
| 2,317.644948
| 2,317.644948
| 960
| 540
| 1,920
| 1,080
|
{
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[
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|
0.785398
| 2,317.644948
| 2,317.644948
| 960
| 540
| 1,920
| 1,080
|
{
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End of preview.
This repository hosts a 102M-point initial point cloud and poses files, which will be used to train the MatrixCity BigCity aerial-view model.
If you use this resource, please cite their original paper:
@inproceedings{li2023matrixcity,
title={MatrixCity: A Large-scale City Dataset for City-scale Neural Rendering and Beyond},
author={Li, Yixuan and Jiang, Lihan and Xu, Linning and Xiangli, Yuanbo and Wang, Zhenzhi and Lin, Dahua and Dai, Bo},
booktitle={Proceedings of the IEEE/CVF International Conference on Computer Vision},
pages={3205--3215},
year={2023}
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