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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 ({'ImageLink', 'CameraID', 'Lon', 'Lat'}) and 7 missing columns ({'Direction', 'dow', 'EstTimeMin', 'Expressway', 'StartPoint', 'EndPoint', 'FarEndPoint'}).
This happened while the csv dataset builder was generating data using
hf://datasets/munyew/tuas-data/data/images_2026-05-31.csv (at revision 0e7af895ff204fde24ec70936a4dba654f56cd58), ['hf://datasets/munyew/tuas-data@0e7af895ff204fde24ec70936a4dba654f56cd58/data/esttraveltimes_2026-05-31.csv', 'hf://datasets/munyew/tuas-data@0e7af895ff204fde24ec70936a4dba654f56cd58/data/esttraveltimes_2026-06-03.csv', 'hf://datasets/munyew/tuas-data@0e7af895ff204fde24ec70936a4dba654f56cd58/data/esttraveltimes_2026-06-04.csv', 'hf://datasets/munyew/tuas-data@0e7af895ff204fde24ec70936a4dba654f56cd58/data/esttraveltimes_2026-06-05.csv', 'hf://datasets/munyew/tuas-data@0e7af895ff204fde24ec70936a4dba654f56cd58/data/esttraveltimes_2026-06-06.csv', 'hf://datasets/munyew/tuas-data@0e7af895ff204fde24ec70936a4dba654f56cd58/data/esttraveltimes_2026-06-07.csv', 'hf://datasets/munyew/tuas-data@0e7af895ff204fde24ec70936a4dba654f56cd58/data/esttraveltimes_2026-06-08.csv', 'hf://datasets/munyew/tuas-data@0e7af895ff204fde24ec70936a4dba654f56cd58/data/esttraveltimes_2026-06-09.csv', 'hf://datasets/munyew/tuas-data@0e7af895ff204fde24ec70936a4dba654f56cd58/data/esttraveltimes_2026-06-10.csv', 'hf://datasets/munyew/tuas-data@0e7af895ff204fde24ec70936a4dba654f56cd58/data/esttraveltimes_2026-06-11.csv', 'hf://datasets/munyew/tuas-data@0e7af895ff204fde24ec70936a4dba654f56cd58/data/esttraveltimes_2026-06-13.csv', 'hf://datasets/munyew/tuas-data@0e7af895ff204fde24ec70936a4dba654f56cd58/data/esttraveltimes_2026-06-14.csv', 'hf://datasets/munyew/tuas-data@0e7af895ff204fde24ec70936a4dba654f56cd58/data/esttraveltimes_2026-06-15.csv', 'hf://datasets/munyew/tuas-data@0e7af895ff204fde24ec70936a4dba654f56cd58/data/esttraveltimes_2026-06-16.csv', 'hf://datasets/munyew/tuas-data@0e7af895ff204fde24ec70936a4dba654f56cd58/data/esttraveltimes_2026-06-17.csv', 'hf://datasets/munyew/tuas-data@0e7af895ff204fde24ec70936a4dba654f56cd58/data/esttraveltimes_2026-06-18.csv', 'hf://datasets/munyew/tuas-data@0e7af895ff204fde24ec70936a4dba654f56cd58/data/esttraveltimes_2026-06-19.csv', 'hf://datasets/munyew/tuas-data@0e7af895ff204fde24ec70936a4dba654f56cd58/data/esttraveltimes_2026-06-20.csv', 'hf://datasets/munyew/tuas-data@0e7af895ff204fde24ec70936a4dba654f56cd58/data/esttraveltimes_2026-06-21.csv', 'hf://datasets/munyew/tuas-data@0e7af895ff204fde24ec70936a4dba654f56cd58/data/esttraveltimes_2026-06-22.csv', 'hf://datasets/munyew/tuas-data@0e7af895ff204fde24ec70936a4dba654f56cd58/data/esttraveltimes_2026-06-23.csv', 'hf://datasets/munyew/tuas-data@0e7af895ff204fde24ec70936a4dba654f56cd58/data/esttraveltimes_2026-06-24.csv', 'hf://datasets/munyew/tuas-data@0e7af895ff204fde24ec70936a4dba654f56cd58/data/esttraveltimes_2026-06-25.csv', 'hf://datasets/munyew/tuas-data@0e7af895ff204fde24ec70936a4dba654f56cd58/data/esttraveltimes_2026-06-26.csv', 'hf://datasets/munyew/tuas-data@0e7af895ff204fde24ec70936a4dba654f56cd58/data/esttraveltimes_2026-06-27.csv', 'hf://datasets/munyew/tuas-data@0e7af895ff204fde24ec70936a4dba654f56cd58/data/esttraveltimes_2026-06-28.csv', 'hf://datasets/munyew/tuas-data@0e7af895ff204fde24ec70936a4dba654f56cd58/data/esttraveltimes_2026-06-29.csv', 'hf://datasets/munyew/tuas-data@0e7af895ff204fde24ec70936a4dba654f56cd58/data/esttraveltimes_2026-06-30.csv', 'hf://datasets/munyew/tuas-data@0e7af895ff204fde24ec70936a4dba654f56cd58/data/esttraveltimes_2026-07-01.csv', 'hf://datasets/munyew/tuas-data@0e7af895ff204fde24ec70936a4dba654f56cd58/data/esttraveltimes_2026-07-02.csv', 'hf://datasets/munyew/tuas-data@0e7af895ff204fde24ec70936a4dba654f56cd58/data/esttraveltimes_2026-07-03.csv', 'hf://datasets/munyew/tuas-data@0e7af895ff204fde24ec70936a4dba654f56cd58/data/esttraveltimes_2026-07-04.csv', 'hf://datasets/munyew/tuas-data@0e7af895ff204fde24ec70936a4dba654f56cd58/data/esttraveltimes_2026-07-05.csv', 'hf://datasets/munyew/tuas-data@0e7af895ff204fde24ec70936a4dba654f56cd58/data/esttraveltimes_2026-07-06.csv', 'hf://datasets/munyew/tuas-data@0e7af895ff204fde24ec70936a4dba654f56cd58/data/esttraveltimes_2026-07-07.csv', 'hf://datasets/munyew/tuas-data@0e7af895ff204fde24ec70936a4dba654f56cd58/data/esttraveltimes_2026-07-08.csv', 'hf://datasets/munyew/tuas-data@0e7af895ff204fde24ec70936a4dba654f56cd58/data/esttraveltimes_2026-07-09.csv', 'hf://datasets/munyew/tuas-data@0e7af895ff204fde24ec70936a4dba654f56cd58/data/images_2026-05-31.csv', 'hf://datasets/munyew/tuas-data@0e7af895ff204fde24ec70936a4dba654f56cd58/data/images_2026-06-03.csv', 'hf://datasets/munyew/tuas-data@0e7af895ff204fde24ec70936a4dba654f56cd58/data/images_2026-06-04.csv', 'hf://datasets/munyew/tuas-data@0e7af895ff204fde24ec70936a4dba654f56cd58/data/images_2026-06-05.csv', 'hf://datasets/munyew/tuas-data@0e7af895ff204fde24ec70936a4dba654f56cd58/data/images_2026-06-06.csv', 'hf://datasets/munyew/tuas-data@0e7af895ff204fde24ec70936a4dba654f56cd58/data/images_2026-06-07.csv', 'hf://datasets/munyew/tuas-data@0e7af895ff204fde24ec70936a4dba654f56cd58/data/images_2026-06-08.csv', 'hf://datasets/munyew/tuas-data@0e7af895ff204fde24ec70936a4dba654f56cd58/data/images_2026-06-09.csv', 'hf://datasets/munyew/tuas-data@0e7af895ff204fde24ec70936a4dba654f56cd58/data/images_2026-06-10.csv', 'hf://datasets/munyew/tuas-data@0e7af895ff204fde24ec70936a4dba654f56cd58/data/images_2026-06-11.csv', 'hf://datasets/munyew/tuas-data@0e7af895ff204fde24ec70936a4dba654f56cd58/data/images_2026-06-13.csv', 'hf://datasets/munyew/tuas-data@0e7af895ff204fde24ec70936a4dba654f56cd58/data/images_2026-06-14.csv', 'hf://datasets/munyew/tuas-data@0e7af895ff204fde24ec70936a4dba654f56cd58/data/images_2026-06-15.csv', 'hf://datasets/munyew/tuas-data@0e7af895ff204fde24ec70936a4dba654f56cd58/data/images_2026-06-16.csv', 'hf://datasets/munyew/tuas-data@0e7af895ff204fde24ec70936a4dba654f56cd58/data/images_2026-06-17.csv', 'hf://datasets/munyew/tuas-data@0e7af895ff204fde24ec70936a4dba654f56cd58/data/images_2026-06-18.csv', 'hf://datasets/munyew/tuas-data@0e7af895ff204fde24ec70936a4dba654f56cd58/data/images_2026-06-19.csv', 'hf://datasets/munyew/tuas-data@0e7af895ff204fde24ec70936a4dba654f56cd58/data/images_2026-06-20.csv', 'hf://datasets/munyew/tuas-data@0e7af895ff204fde24ec70936a4dba654f56cd58/data/images_2026-06-21.csv', 'hf://datasets/munyew/tuas-data@0e7af895ff204fde24ec70936a4dba654f56cd58/data/images_2026-06-22.csv', 'hf://datasets/munyew/tuas-data@0e7af895ff204fde24ec70936a4dba654f56cd58/data/images_2026-06-23.csv', 'hf://datasets/munyew/tuas-data@0e7af895ff204fde24ec70936a4dba654f56cd58/data/images_2026-06-24.csv', 'hf://datasets/munyew/tuas-data@0e7af895ff204fde24ec70936a4dba654f56cd58/data/images_2026-06-25.csv', 'hf://datasets/munyew/tuas-data@0e7af895ff204fde24ec70936a4dba654f56cd58/data/images_2026-06-26.csv', 'hf://datasets/munyew/tuas-data@0e7af895ff204fde24ec70936a4dba654f56cd58/data/images_2026-06-27.csv', 'hf://datasets/munyew/tuas-data@0e7af895ff204fde24ec70936a4dba654f56cd58/data/images_2026-06-28.csv', 'hf://datasets/munyew/tuas-data@0e7af895ff204fde24ec70936a4dba654f56cd58/data/images_2026-06-29.csv', 'hf://datasets/munyew/tuas-data@0e7af895ff204fde24ec70936a4dba654f56cd58/data/images_2026-06-30.csv', 'hf://datasets/munyew/tuas-data@0e7af895ff204fde24ec70936a4dba654f56cd58/data/images_2026-07-01.csv', 'hf://datasets/munyew/tuas-data@0e7af895ff204fde24ec70936a4dba654f56cd58/data/images_2026-07-02.csv', 'hf://datasets/munyew/tuas-data@0e7af895ff204fde24ec70936a4dba654f56cd58/data/images_2026-07-03.csv', 'hf://datasets/munyew/tuas-data@0e7af895ff204fde24ec70936a4dba654f56cd58/data/images_2026-07-04.csv', 'hf://datasets/munyew/tuas-data@0e7af895ff204fde24ec70936a4dba654f56cd58/data/images_2026-07-05.csv', 'hf://datasets/munyew/tuas-data@0e7af895ff204fde24ec70936a4dba654f56cd58/data/images_2026-07-06.csv', 'hf://datasets/munyew/tuas-data@0e7af895ff204fde24ec70936a4dba654f56cd58/data/images_2026-07-07.csv', 'hf://datasets/munyew/tuas-data@0e7af895ff204fde24ec70936a4dba654f56cd58/data/images_2026-07-08.csv', 'hf://datasets/munyew/tuas-data@0e7af895ff204fde24ec70936a4dba654f56cd58/data/images_2026-07-09.csv', 'hf://datasets/munyew/tuas-data@0e7af895ff204fde24ec70936a4dba654f56cd58/data/incidents_2026-05-31.csv', 'hf://datasets/munyew/tuas-data@0e7af895ff204fde24ec70936a4dba654f56cd58/data/incidents_2026-06-03.csv', 'hf://datasets/munyew/tuas-data@0e7af895ff204fde24ec70936a4dba654f56cd58/data/incidents_2026-06-04.csv', 'hf://datasets/munyew/tuas-data@0e7af895ff204fde24ec70936a4dba654f56cd58/data/incidents_2026-06-05.csv', 'hf://datasets/munyew/tuas-data@0e7af895ff204fde24ec70936a4dba654f56cd58/data/incidents_2026-06-06.csv', 'hf://datasets/munyew/tuas-data@0e7af895ff204fde24ec70936a4dba654f56cd58/data/incidents_2026-06-07.csv', 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'hf://datasets/munyew/tuas-data@0e7af895ff204fde24ec70936a4dba654f56cd58/data/incidents_2026-06-18.csv', 'hf://datasets/munyew/tuas-data@0e7af895ff204fde24ec70936a4dba654f56cd58/data/incidents_2026-06-19.csv', 'hf://datasets/munyew/tuas-data@0e7af895ff204fde24ec70936a4dba654f56cd58/data/incidents_2026-06-20.csv', 'hf://datasets/munyew/tuas-data@0e7af895ff204fde24ec70936a4dba654f56cd58/data/incidents_2026-06-21.csv', 'hf://datasets/munyew/tuas-data@0e7af895ff204fde24ec70936a4dba654f56cd58/data/incidents_2026-06-22.csv', 'hf://datasets/munyew/tuas-data@0e7af895ff204fde24ec70936a4dba654f56cd58/data/incidents_2026-06-23.csv', 'hf://datasets/munyew/tuas-data@0e7af895ff204fde24ec70936a4dba654f56cd58/data/incidents_2026-06-24.csv', 'hf://datasets/munyew/tuas-data@0e7af895ff204fde24ec70936a4dba654f56cd58/data/incidents_2026-06-25.csv', 'hf://datasets/munyew/tuas-data@0e7af895ff204fde24ec70936a4dba654f56cd58/data/incidents_2026-06-26.csv', 'hf://datasets/munyew/tuas-data@0e7af895ff204fde24ec70936a4dba654f56cd58/data/incidents_2026-06-27.csv', 'hf://datasets/munyew/tuas-data@0e7af895ff204fde24ec70936a4dba654f56cd58/data/incidents_2026-06-28.csv', 'hf://datasets/munyew/tuas-data@0e7af895ff204fde24ec70936a4dba654f56cd58/data/incidents_2026-06-29.csv', 'hf://datasets/munyew/tuas-data@0e7af895ff204fde24ec70936a4dba654f56cd58/data/incidents_2026-06-30.csv', 'hf://datasets/munyew/tuas-data@0e7af895ff204fde24ec70936a4dba654f56cd58/data/incidents_2026-07-01.csv', 'hf://datasets/munyew/tuas-data@0e7af895ff204fde24ec70936a4dba654f56cd58/data/incidents_2026-07-02.csv', 'hf://datasets/munyew/tuas-data@0e7af895ff204fde24ec70936a4dba654f56cd58/data/incidents_2026-07-03.csv', 'hf://datasets/munyew/tuas-data@0e7af895ff204fde24ec70936a4dba654f56cd58/data/incidents_2026-07-04.csv', 'hf://datasets/munyew/tuas-data@0e7af895ff204fde24ec70936a4dba654f56cd58/data/incidents_2026-07-05.csv', 'hf://datasets/munyew/tuas-data@0e7af895ff204fde24ec70936a4dba654f56cd58/data/incidents_2026-07-06.csv', 'hf://datasets/munyew/tuas-data@0e7af895ff204fde24ec70936a4dba654f56cd58/data/incidents_2026-07-07.csv', 'hf://datasets/munyew/tuas-data@0e7af895ff204fde24ec70936a4dba654f56cd58/data/incidents_2026-07-08.csv', 'hf://datasets/munyew/tuas-data@0e7af895ff204fde24ec70936a4dba654f56cd58/data/incidents_2026-07-09.csv', 'hf://datasets/munyew/tuas-data@0e7af895ff204fde24ec70936a4dba654f56cd58/data/roadworks_current.csv', 'hf://datasets/munyew/tuas-data@0e7af895ff204fde24ec70936a4dba654f56cd58/data/speedbands_2026-05-31.csv', 'hf://datasets/munyew/tuas-data@0e7af895ff204fde24ec70936a4dba654f56cd58/data/speedbands_2026-06-03.csv', 'hf://datasets/munyew/tuas-data@0e7af895ff204fde24ec70936a4dba654f56cd58/data/speedbands_2026-06-04.csv', 'hf://datasets/munyew/tuas-data@0e7af895ff204fde24ec70936a4dba654f56cd58/data/speedbands_2026-06-05.csv', 'hf://datasets/munyew/tuas-data@0e7af895ff204fde24ec70936a4dba654f56cd58/data/speedbands_2026-06-06.csv', 'hf://datasets/munyew/tuas-data@0e7af895ff204fde24ec70936a4dba654f56cd58/data/speedbands_2026-06-07.csv', 'hf://datasets/munyew/tuas-data@0e7af895ff204fde24ec70936a4dba654f56cd58/data/speedbands_2026-06-08.csv', 'hf://datasets/munyew/tuas-data@0e7af895ff204fde24ec70936a4dba654f56cd58/data/speedbands_2026-06-09.csv', 'hf://datasets/munyew/tuas-data@0e7af895ff204fde24ec70936a4dba654f56cd58/data/speedbands_2026-06-10.csv', 'hf://datasets/munyew/tuas-data@0e7af895ff204fde24ec70936a4dba654f56cd58/data/speedbands_2026-06-11.csv', 'hf://datasets/munyew/tuas-data@0e7af895ff204fde24ec70936a4dba654f56cd58/data/speedbands_2026-06-13.csv', 'hf://datasets/munyew/tuas-data@0e7af895ff204fde24ec70936a4dba654f56cd58/data/speedbands_2026-06-14.csv', 'hf://datasets/munyew/tuas-data@0e7af895ff204fde24ec70936a4dba654f56cd58/data/speedbands_2026-06-15.csv', 'hf://datasets/munyew/tuas-data@0e7af895ff204fde24ec70936a4dba654f56cd58/data/speedbands_2026-06-16.csv', 'hf://datasets/munyew/tuas-data@0e7af895ff204fde24ec70936a4dba654f56cd58/data/speedbands_2026-06-17.csv', 'hf://datasets/munyew/tuas-data@0e7af895ff204fde24ec70936a4dba654f56cd58/data/speedbands_2026-06-18.csv', 'hf://datasets/munyew/tuas-data@0e7af895ff204fde24ec70936a4dba654f56cd58/data/speedbands_2026-06-19.csv', 'hf://datasets/munyew/tuas-data@0e7af895ff204fde24ec70936a4dba654f56cd58/data/speedbands_2026-06-20.csv', 'hf://datasets/munyew/tuas-data@0e7af895ff204fde24ec70936a4dba654f56cd58/data/speedbands_2026-06-21.csv', 'hf://datasets/munyew/tuas-data@0e7af895ff204fde24ec70936a4dba654f56cd58/data/speedbands_2026-06-22.csv', 'hf://datasets/munyew/tuas-data@0e7af895ff204fde24ec70936a4dba654f56cd58/data/speedbands_2026-06-23.csv', 'hf://datasets/munyew/tuas-data@0e7af895ff204fde24ec70936a4dba654f56cd58/data/speedbands_2026-06-24.csv', 'hf://datasets/munyew/tuas-data@0e7af895ff204fde24ec70936a4dba654f56cd58/data/speedbands_2026-06-25.csv', 'hf://datasets/munyew/tuas-data@0e7af895ff204fde24ec70936a4dba654f56cd58/data/speedbands_2026-06-26.csv', 'hf://datasets/munyew/tuas-data@0e7af895ff204fde24ec70936a4dba654f56cd58/data/speedbands_2026-06-27.csv', 'hf://datasets/munyew/tuas-data@0e7af895ff204fde24ec70936a4dba654f56cd58/data/speedbands_2026-06-28.csv', 'hf://datasets/munyew/tuas-data@0e7af895ff204fde24ec70936a4dba654f56cd58/data/speedbands_2026-06-29.csv', 'hf://datasets/munyew/tuas-data@0e7af895ff204fde24ec70936a4dba654f56cd58/data/speedbands_2026-06-30.csv', 'hf://datasets/munyew/tuas-data@0e7af895ff204fde24ec70936a4dba654f56cd58/data/speedbands_2026-07-01.csv', 'hf://datasets/munyew/tuas-data@0e7af895ff204fde24ec70936a4dba654f56cd58/data/speedbands_2026-07-02.csv', 'hf://datasets/munyew/tuas-data@0e7af895ff204fde24ec70936a4dba654f56cd58/data/speedbands_2026-07-03.csv', 'hf://datasets/munyew/tuas-data@0e7af895ff204fde24ec70936a4dba654f56cd58/data/speedbands_2026-07-04.csv', 'hf://datasets/munyew/tuas-data@0e7af895ff204fde24ec70936a4dba654f56cd58/data/speedbands_2026-07-05.csv', 'hf://datasets/munyew/tuas-data@0e7af895ff204fde24ec70936a4dba654f56cd58/data/speedbands_2026-07-06.csv', 'hf://datasets/munyew/tuas-data@0e7af895ff204fde24ec70936a4dba654f56cd58/data/speedbands_2026-07-07.csv', 'hf://datasets/munyew/tuas-data@0e7af895ff204fde24ec70936a4dba654f56cd58/data/speedbands_2026-07-08.csv', 'hf://datasets/munyew/tuas-data@0e7af895ff204fde24ec70936a4dba654f56cd58/data/speedbands_2026-07-09.csv']
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/python3.14/site-packages/datasets/builder.py", line 1837, in _prepare_split_single
writer.write_table(table)
~~~~~~~~~~~~~~~~~~^^^^^^^
File "/usr/local/lib/python3.14/site-packages/datasets/arrow_writer.py", line 765, in write_table
self._write_table(pa_table, writer_batch_size=writer_batch_size)
~~~~~~~~~~~~~~~~~^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/usr/local/lib/python3.14/site-packages/datasets/arrow_writer.py", line 773, in _write_table
pa_table = table_cast(pa_table, self._schema)
File "/usr/local/lib/python3.14/site-packages/datasets/table.py", line 2369, in table_cast
return cast_table_to_schema(table, schema)
File "/usr/local/lib/python3.14/site-packages/datasets/table.py", line 2297, in cast_table_to_schema
raise CastError(
...<3 lines>...
)
datasets.table.CastError: Couldn't cast
ts: string
ts_utc: string
CameraID: int64
Lat: double
Lon: double
ImageLink: string
-- schema metadata --
pandas: '{"index_columns": [{"kind": "range", "name": null, "start": 0, "' + 939
to
{'ts': Value('string'), 'ts_utc': Value('string'), 'dow': Value('string'), 'Expressway': Value('string'), 'Direction': Value('int64'), 'StartPoint': Value('string'), 'EndPoint': Value('string'), 'FarEndPoint': Value('string'), 'EstTimeMin': Value('int64')}
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 1369, in compute_config_parquet_and_info_response
parquet_operations, partial, estimated_dataset_info = stream_convert_to_parquet(
~~~~~~~~~~~~~~~~~~~~~~~~~^
builder, max_dataset_size_bytes=max_dataset_size_bytes
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
)
^
File "/src/services/worker/src/worker/job_runners/config/parquet_and_info.py", line 948, in stream_convert_to_parquet
builder._prepare_split(split_generator=splits_generators[split], file_format="parquet")
~~~~~~~~~~~~~~~~~~~~~~^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/usr/local/lib/python3.14/site-packages/datasets/builder.py", line 1683, in _prepare_split
for job_id, done, content in self._prepare_split_single(
~~~~~~~~~~~~~~~~~~~~~~~~~~^
gen_kwargs=gen_kwargs, job_id=job_id, **_prepare_split_args
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
):
^
File "/usr/local/lib/python3.14/site-packages/datasets/builder.py", line 1839, in _prepare_split_single
raise DatasetGenerationCastError.from_cast_error(
...<4 lines>...
)
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 ({'ImageLink', 'CameraID', 'Lon', 'Lat'}) and 7 missing columns ({'Direction', 'dow', 'EstTimeMin', 'Expressway', 'StartPoint', 'EndPoint', 'FarEndPoint'}).
This happened while the csv dataset builder was generating data using
hf://datasets/munyew/tuas-data/data/images_2026-05-31.csv (at revision 0e7af895ff204fde24ec70936a4dba654f56cd58), ['hf://datasets/munyew/tuas-data@0e7af895ff204fde24ec70936a4dba654f56cd58/data/esttraveltimes_2026-05-31.csv', 'hf://datasets/munyew/tuas-data@0e7af895ff204fde24ec70936a4dba654f56cd58/data/esttraveltimes_2026-06-03.csv', 'hf://datasets/munyew/tuas-data@0e7af895ff204fde24ec70936a4dba654f56cd58/data/esttraveltimes_2026-06-04.csv', 'hf://datasets/munyew/tuas-data@0e7af895ff204fde24ec70936a4dba654f56cd58/data/esttraveltimes_2026-06-05.csv', 'hf://datasets/munyew/tuas-data@0e7af895ff204fde24ec70936a4dba654f56cd58/data/esttraveltimes_2026-06-06.csv', 'hf://datasets/munyew/tuas-data@0e7af895ff204fde24ec70936a4dba654f56cd58/data/esttraveltimes_2026-06-07.csv', 'hf://datasets/munyew/tuas-data@0e7af895ff204fde24ec70936a4dba654f56cd58/data/esttraveltimes_2026-06-08.csv', 'hf://datasets/munyew/tuas-data@0e7af895ff204fde24ec70936a4dba654f56cd58/data/esttraveltimes_2026-06-09.csv', 'hf://datasets/munyew/tuas-data@0e7af895ff204fde24ec70936a4dba654f56cd58/data/esttraveltimes_2026-06-10.csv', 'hf://datasets/munyew/tuas-data@0e7af895ff204fde24ec70936a4dba654f56cd58/data/esttraveltimes_2026-06-11.csv', 'hf://datasets/munyew/tuas-data@0e7af895ff204fde24ec70936a4dba654f56cd58/data/esttraveltimes_2026-06-13.csv', 'hf://datasets/munyew/tuas-data@0e7af895ff204fde24ec70936a4dba654f56cd58/data/esttraveltimes_2026-06-14.csv', 'hf://datasets/munyew/tuas-data@0e7af895ff204fde24ec70936a4dba654f56cd58/data/esttraveltimes_2026-06-15.csv', 'hf://datasets/munyew/tuas-data@0e7af895ff204fde24ec70936a4dba654f56cd58/data/esttraveltimes_2026-06-16.csv', 'hf://datasets/munyew/tuas-data@0e7af895ff204fde24ec70936a4dba654f56cd58/data/esttraveltimes_2026-06-17.csv', 'hf://datasets/munyew/tuas-data@0e7af895ff204fde24ec70936a4dba654f56cd58/data/esttraveltimes_2026-06-18.csv', 'hf://datasets/munyew/tuas-data@0e7af895ff204fde24ec70936a4dba654f56cd58/data/esttraveltimes_2026-06-19.csv', 'hf://datasets/munyew/tuas-data@0e7af895ff204fde24ec70936a4dba654f56cd58/data/esttraveltimes_2026-06-20.csv', 'hf://datasets/munyew/tuas-data@0e7af895ff204fde24ec70936a4dba654f56cd58/data/esttraveltimes_2026-06-21.csv', 'hf://datasets/munyew/tuas-data@0e7af895ff204fde24ec70936a4dba654f56cd58/data/esttraveltimes_2026-06-22.csv', 'hf://datasets/munyew/tuas-data@0e7af895ff204fde24ec70936a4dba654f56cd58/data/esttraveltimes_2026-06-23.csv', 'hf://datasets/munyew/tuas-data@0e7af895ff204fde24ec70936a4dba654f56cd58/data/esttraveltimes_2026-06-24.csv', 'hf://datasets/munyew/tuas-data@0e7af895ff204fde24ec70936a4dba654f56cd58/data/esttraveltimes_2026-06-25.csv', 'hf://datasets/munyew/tuas-data@0e7af895ff204fde24ec70936a4dba654f56cd58/data/esttraveltimes_2026-06-26.csv', 'hf://datasets/munyew/tuas-data@0e7af895ff204fde24ec70936a4dba654f56cd58/data/esttraveltimes_2026-06-27.csv', 'hf://datasets/munyew/tuas-data@0e7af895ff204fde24ec70936a4dba654f56cd58/data/esttraveltimes_2026-06-28.csv', 'hf://datasets/munyew/tuas-data@0e7af895ff204fde24ec70936a4dba654f56cd58/data/esttraveltimes_2026-06-29.csv', 'hf://datasets/munyew/tuas-data@0e7af895ff204fde24ec70936a4dba654f56cd58/data/esttraveltimes_2026-06-30.csv', 'hf://datasets/munyew/tuas-data@0e7af895ff204fde24ec70936a4dba654f56cd58/data/esttraveltimes_2026-07-01.csv', 'hf://datasets/munyew/tuas-data@0e7af895ff204fde24ec70936a4dba654f56cd58/data/esttraveltimes_2026-07-02.csv', 'hf://datasets/munyew/tuas-data@0e7af895ff204fde24ec70936a4dba654f56cd58/data/esttraveltimes_2026-07-03.csv', 'hf://datasets/munyew/tuas-data@0e7af895ff204fde24ec70936a4dba654f56cd58/data/esttraveltimes_2026-07-04.csv', 'hf://datasets/munyew/tuas-data@0e7af895ff204fde24ec70936a4dba654f56cd58/data/esttraveltimes_2026-07-05.csv', 'hf://datasets/munyew/tuas-data@0e7af895ff204fde24ec70936a4dba654f56cd58/data/esttraveltimes_2026-07-06.csv', 'hf://datasets/munyew/tuas-data@0e7af895ff204fde24ec70936a4dba654f56cd58/data/esttraveltimes_2026-07-07.csv', 'hf://datasets/munyew/tuas-data@0e7af895ff204fde24ec70936a4dba654f56cd58/data/esttraveltimes_2026-07-08.csv', 'hf://datasets/munyew/tuas-data@0e7af895ff204fde24ec70936a4dba654f56cd58/data/esttraveltimes_2026-07-09.csv', 'hf://datasets/munyew/tuas-data@0e7af895ff204fde24ec70936a4dba654f56cd58/data/images_2026-05-31.csv', 'hf://datasets/munyew/tuas-data@0e7af895ff204fde24ec70936a4dba654f56cd58/data/images_2026-06-03.csv', 'hf://datasets/munyew/tuas-data@0e7af895ff204fde24ec70936a4dba654f56cd58/data/images_2026-06-04.csv', 'hf://datasets/munyew/tuas-data@0e7af895ff204fde24ec70936a4dba654f56cd58/data/images_2026-06-05.csv', 'hf://datasets/munyew/tuas-data@0e7af895ff204fde24ec70936a4dba654f56cd58/data/images_2026-06-06.csv', 'hf://datasets/munyew/tuas-data@0e7af895ff204fde24ec70936a4dba654f56cd58/data/images_2026-06-07.csv', 'hf://datasets/munyew/tuas-data@0e7af895ff204fde24ec70936a4dba654f56cd58/data/images_2026-06-08.csv', 'hf://datasets/munyew/tuas-data@0e7af895ff204fde24ec70936a4dba654f56cd58/data/images_2026-06-09.csv', 'hf://datasets/munyew/tuas-data@0e7af895ff204fde24ec70936a4dba654f56cd58/data/images_2026-06-10.csv', 'hf://datasets/munyew/tuas-data@0e7af895ff204fde24ec70936a4dba654f56cd58/data/images_2026-06-11.csv', 'hf://datasets/munyew/tuas-data@0e7af895ff204fde24ec70936a4dba654f56cd58/data/images_2026-06-13.csv', 'hf://datasets/munyew/tuas-data@0e7af895ff204fde24ec70936a4dba654f56cd58/data/images_2026-06-14.csv', 'hf://datasets/munyew/tuas-data@0e7af895ff204fde24ec70936a4dba654f56cd58/data/images_2026-06-15.csv', 'hf://datasets/munyew/tuas-data@0e7af895ff204fde24ec70936a4dba654f56cd58/data/images_2026-06-16.csv', 'hf://datasets/munyew/tuas-data@0e7af895ff204fde24ec70936a4dba654f56cd58/data/images_2026-06-17.csv', 'hf://datasets/munyew/tuas-data@0e7af895ff204fde24ec70936a4dba654f56cd58/data/images_2026-06-18.csv', 'hf://datasets/munyew/tuas-data@0e7af895ff204fde24ec70936a4dba654f56cd58/data/images_2026-06-19.csv', 'hf://datasets/munyew/tuas-data@0e7af895ff204fde24ec70936a4dba654f56cd58/data/images_2026-06-20.csv', 'hf://datasets/munyew/tuas-data@0e7af895ff204fde24ec70936a4dba654f56cd58/data/images_2026-06-21.csv', 'hf://datasets/munyew/tuas-data@0e7af895ff204fde24ec70936a4dba654f56cd58/data/images_2026-06-22.csv', 'hf://datasets/munyew/tuas-data@0e7af895ff204fde24ec70936a4dba654f56cd58/data/images_2026-06-23.csv', 'hf://datasets/munyew/tuas-data@0e7af895ff204fde24ec70936a4dba654f56cd58/data/images_2026-06-24.csv', 'hf://datasets/munyew/tuas-data@0e7af895ff204fde24ec70936a4dba654f56cd58/data/images_2026-06-25.csv', 'hf://datasets/munyew/tuas-data@0e7af895ff204fde24ec70936a4dba654f56cd58/data/images_2026-06-26.csv', 'hf://datasets/munyew/tuas-data@0e7af895ff204fde24ec70936a4dba654f56cd58/data/images_2026-06-27.csv', 'hf://datasets/munyew/tuas-data@0e7af895ff204fde24ec70936a4dba654f56cd58/data/images_2026-06-28.csv', 'hf://datasets/munyew/tuas-data@0e7af895ff204fde24ec70936a4dba654f56cd58/data/images_2026-06-29.csv', 'hf://datasets/munyew/tuas-data@0e7af895ff204fde24ec70936a4dba654f56cd58/data/images_2026-06-30.csv', 'hf://datasets/munyew/tuas-data@0e7af895ff204fde24ec70936a4dba654f56cd58/data/images_2026-07-01.csv', 'hf://datasets/munyew/tuas-data@0e7af895ff204fde24ec70936a4dba654f56cd58/data/images_2026-07-02.csv', 'hf://datasets/munyew/tuas-data@0e7af895ff204fde24ec70936a4dba654f56cd58/data/images_2026-07-03.csv', 'hf://datasets/munyew/tuas-data@0e7af895ff204fde24ec70936a4dba654f56cd58/data/images_2026-07-04.csv', 'hf://datasets/munyew/tuas-data@0e7af895ff204fde24ec70936a4dba654f56cd58/data/images_2026-07-05.csv', 'hf://datasets/munyew/tuas-data@0e7af895ff204fde24ec70936a4dba654f56cd58/data/images_2026-07-06.csv', 'hf://datasets/munyew/tuas-data@0e7af895ff204fde24ec70936a4dba654f56cd58/data/images_2026-07-07.csv', 'hf://datasets/munyew/tuas-data@0e7af895ff204fde24ec70936a4dba654f56cd58/data/images_2026-07-08.csv', 'hf://datasets/munyew/tuas-data@0e7af895ff204fde24ec70936a4dba654f56cd58/data/images_2026-07-09.csv', 'hf://datasets/munyew/tuas-data@0e7af895ff204fde24ec70936a4dba654f56cd58/data/incidents_2026-05-31.csv', 'hf://datasets/munyew/tuas-data@0e7af895ff204fde24ec70936a4dba654f56cd58/data/incidents_2026-06-03.csv', 'hf://datasets/munyew/tuas-data@0e7af895ff204fde24ec70936a4dba654f56cd58/data/incidents_2026-06-04.csv', 'hf://datasets/munyew/tuas-data@0e7af895ff204fde24ec70936a4dba654f56cd58/data/incidents_2026-06-05.csv', 'hf://datasets/munyew/tuas-data@0e7af895ff204fde24ec70936a4dba654f56cd58/data/incidents_2026-06-06.csv', 'hf://datasets/munyew/tuas-data@0e7af895ff204fde24ec70936a4dba654f56cd58/data/incidents_2026-06-07.csv', 'hf://datasets/munyew/tuas-data@0e7af895ff204fde24ec70936a4dba654f56cd58/data/incidents_2026-06-08.csv', 'hf://datasets/munyew/tuas-data@0e7af895ff204fde24ec70936a4dba654f56cd58/data/incidents_2026-06-09.csv', 'hf://datasets/munyew/tuas-data@0e7af895ff204fde24ec70936a4dba654f56cd58/data/incidents_2026-06-10.csv', 'hf://datasets/munyew/tuas-data@0e7af895ff204fde24ec70936a4dba654f56cd58/data/incidents_2026-06-11.csv', 'hf://datasets/munyew/tuas-data@0e7af895ff204fde24ec70936a4dba654f56cd58/data/incidents_2026-06-13.csv', 'hf://datasets/munyew/tuas-data@0e7af895ff204fde24ec70936a4dba654f56cd58/data/incidents_2026-06-14.csv', 'hf://datasets/munyew/tuas-data@0e7af895ff204fde24ec70936a4dba654f56cd58/data/incidents_2026-06-15.csv', 'hf://datasets/munyew/tuas-data@0e7af895ff204fde24ec70936a4dba654f56cd58/data/incidents_2026-06-16.csv', 'hf://datasets/munyew/tuas-data@0e7af895ff204fde24ec70936a4dba654f56cd58/data/incidents_2026-06-17.csv', 'hf://datasets/munyew/tuas-data@0e7af895ff204fde24ec70936a4dba654f56cd58/data/incidents_2026-06-18.csv', 'hf://datasets/munyew/tuas-data@0e7af895ff204fde24ec70936a4dba654f56cd58/data/incidents_2026-06-19.csv', 'hf://datasets/munyew/tuas-data@0e7af895ff204fde24ec70936a4dba654f56cd58/data/incidents_2026-06-20.csv', 'hf://datasets/munyew/tuas-data@0e7af895ff204fde24ec70936a4dba654f56cd58/data/incidents_2026-06-21.csv', 'hf://datasets/munyew/tuas-data@0e7af895ff204fde24ec70936a4dba654f56cd58/data/incidents_2026-06-22.csv', 'hf://datasets/munyew/tuas-data@0e7af895ff204fde24ec70936a4dba654f56cd58/data/incidents_2026-06-23.csv', 'hf://datasets/munyew/tuas-data@0e7af895ff204fde24ec70936a4dba654f56cd58/data/incidents_2026-06-24.csv', 'hf://datasets/munyew/tuas-data@0e7af895ff204fde24ec70936a4dba654f56cd58/data/incidents_2026-06-25.csv', 'hf://datasets/munyew/tuas-data@0e7af895ff204fde24ec70936a4dba654f56cd58/data/incidents_2026-06-26.csv', 'hf://datasets/munyew/tuas-data@0e7af895ff204fde24ec70936a4dba654f56cd58/data/incidents_2026-06-27.csv', 'hf://datasets/munyew/tuas-data@0e7af895ff204fde24ec70936a4dba654f56cd58/data/incidents_2026-06-28.csv', 'hf://datasets/munyew/tuas-data@0e7af895ff204fde24ec70936a4dba654f56cd58/data/incidents_2026-06-29.csv', 'hf://datasets/munyew/tuas-data@0e7af895ff204fde24ec70936a4dba654f56cd58/data/incidents_2026-06-30.csv', 'hf://datasets/munyew/tuas-data@0e7af895ff204fde24ec70936a4dba654f56cd58/data/incidents_2026-07-01.csv', 'hf://datasets/munyew/tuas-data@0e7af895ff204fde24ec70936a4dba654f56cd58/data/incidents_2026-07-02.csv', 'hf://datasets/munyew/tuas-data@0e7af895ff204fde24ec70936a4dba654f56cd58/data/incidents_2026-07-03.csv', 'hf://datasets/munyew/tuas-data@0e7af895ff204fde24ec70936a4dba654f56cd58/data/incidents_2026-07-04.csv', 'hf://datasets/munyew/tuas-data@0e7af895ff204fde24ec70936a4dba654f56cd58/data/incidents_2026-07-05.csv', 'hf://datasets/munyew/tuas-data@0e7af895ff204fde24ec70936a4dba654f56cd58/data/incidents_2026-07-06.csv', 'hf://datasets/munyew/tuas-data@0e7af895ff204fde24ec70936a4dba654f56cd58/data/incidents_2026-07-07.csv', 'hf://datasets/munyew/tuas-data@0e7af895ff204fde24ec70936a4dba654f56cd58/data/incidents_2026-07-08.csv', 'hf://datasets/munyew/tuas-data@0e7af895ff204fde24ec70936a4dba654f56cd58/data/incidents_2026-07-09.csv', 'hf://datasets/munyew/tuas-data@0e7af895ff204fde24ec70936a4dba654f56cd58/data/roadworks_current.csv', 'hf://datasets/munyew/tuas-data@0e7af895ff204fde24ec70936a4dba654f56cd58/data/speedbands_2026-05-31.csv', 'hf://datasets/munyew/tuas-data@0e7af895ff204fde24ec70936a4dba654f56cd58/data/speedbands_2026-06-03.csv', 'hf://datasets/munyew/tuas-data@0e7af895ff204fde24ec70936a4dba654f56cd58/data/speedbands_2026-06-04.csv', 'hf://datasets/munyew/tuas-data@0e7af895ff204fde24ec70936a4dba654f56cd58/data/speedbands_2026-06-05.csv', 'hf://datasets/munyew/tuas-data@0e7af895ff204fde24ec70936a4dba654f56cd58/data/speedbands_2026-06-06.csv', 'hf://datasets/munyew/tuas-data@0e7af895ff204fde24ec70936a4dba654f56cd58/data/speedbands_2026-06-07.csv', 'hf://datasets/munyew/tuas-data@0e7af895ff204fde24ec70936a4dba654f56cd58/data/speedbands_2026-06-08.csv', 'hf://datasets/munyew/tuas-data@0e7af895ff204fde24ec70936a4dba654f56cd58/data/speedbands_2026-06-09.csv', 'hf://datasets/munyew/tuas-data@0e7af895ff204fde24ec70936a4dba654f56cd58/data/speedbands_2026-06-10.csv', 'hf://datasets/munyew/tuas-data@0e7af895ff204fde24ec70936a4dba654f56cd58/data/speedbands_2026-06-11.csv', 'hf://datasets/munyew/tuas-data@0e7af895ff204fde24ec70936a4dba654f56cd58/data/speedbands_2026-06-13.csv', 'hf://datasets/munyew/tuas-data@0e7af895ff204fde24ec70936a4dba654f56cd58/data/speedbands_2026-06-14.csv', 'hf://datasets/munyew/tuas-data@0e7af895ff204fde24ec70936a4dba654f56cd58/data/speedbands_2026-06-15.csv', 'hf://datasets/munyew/tuas-data@0e7af895ff204fde24ec70936a4dba654f56cd58/data/speedbands_2026-06-16.csv', 'hf://datasets/munyew/tuas-data@0e7af895ff204fde24ec70936a4dba654f56cd58/data/speedbands_2026-06-17.csv', 'hf://datasets/munyew/tuas-data@0e7af895ff204fde24ec70936a4dba654f56cd58/data/speedbands_2026-06-18.csv', 'hf://datasets/munyew/tuas-data@0e7af895ff204fde24ec70936a4dba654f56cd58/data/speedbands_2026-06-19.csv', 'hf://datasets/munyew/tuas-data@0e7af895ff204fde24ec70936a4dba654f56cd58/data/speedbands_2026-06-20.csv', 'hf://datasets/munyew/tuas-data@0e7af895ff204fde24ec70936a4dba654f56cd58/data/speedbands_2026-06-21.csv', 'hf://datasets/munyew/tuas-data@0e7af895ff204fde24ec70936a4dba654f56cd58/data/speedbands_2026-06-22.csv', 'hf://datasets/munyew/tuas-data@0e7af895ff204fde24ec70936a4dba654f56cd58/data/speedbands_2026-06-23.csv', 'hf://datasets/munyew/tuas-data@0e7af895ff204fde24ec70936a4dba654f56cd58/data/speedbands_2026-06-24.csv', 'hf://datasets/munyew/tuas-data@0e7af895ff204fde24ec70936a4dba654f56cd58/data/speedbands_2026-06-25.csv', 'hf://datasets/munyew/tuas-data@0e7af895ff204fde24ec70936a4dba654f56cd58/data/speedbands_2026-06-26.csv', 'hf://datasets/munyew/tuas-data@0e7af895ff204fde24ec70936a4dba654f56cd58/data/speedbands_2026-06-27.csv', 'hf://datasets/munyew/tuas-data@0e7af895ff204fde24ec70936a4dba654f56cd58/data/speedbands_2026-06-28.csv', 'hf://datasets/munyew/tuas-data@0e7af895ff204fde24ec70936a4dba654f56cd58/data/speedbands_2026-06-29.csv', 'hf://datasets/munyew/tuas-data@0e7af895ff204fde24ec70936a4dba654f56cd58/data/speedbands_2026-06-30.csv', 'hf://datasets/munyew/tuas-data@0e7af895ff204fde24ec70936a4dba654f56cd58/data/speedbands_2026-07-01.csv', 'hf://datasets/munyew/tuas-data@0e7af895ff204fde24ec70936a4dba654f56cd58/data/speedbands_2026-07-02.csv', 'hf://datasets/munyew/tuas-data@0e7af895ff204fde24ec70936a4dba654f56cd58/data/speedbands_2026-07-03.csv', 'hf://datasets/munyew/tuas-data@0e7af895ff204fde24ec70936a4dba654f56cd58/data/speedbands_2026-07-04.csv', 'hf://datasets/munyew/tuas-data@0e7af895ff204fde24ec70936a4dba654f56cd58/data/speedbands_2026-07-05.csv', 'hf://datasets/munyew/tuas-data@0e7af895ff204fde24ec70936a4dba654f56cd58/data/speedbands_2026-07-06.csv', 'hf://datasets/munyew/tuas-data@0e7af895ff204fde24ec70936a4dba654f56cd58/data/speedbands_2026-07-07.csv', 'hf://datasets/munyew/tuas-data@0e7af895ff204fde24ec70936a4dba654f56cd58/data/speedbands_2026-07-08.csv', 'hf://datasets/munyew/tuas-data@0e7af895ff204fde24ec70936a4dba654f56cd58/data/speedbands_2026-07-09.csv']
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.
ts string | ts_utc string | dow string | Expressway string | Direction int64 | StartPoint string | EndPoint string | FarEndPoint string | EstTimeMin int64 |
|---|---|---|---|---|---|---|---|---|
2026-05-31 22:34:36 | 2026-05-31T14:34:36Z | Sunday | AYE | 1 | LOWER DELTA RD | NORMANTON PARK | TUAS CHECKPOINT | 3 |
2026-05-31 22:34:36 | 2026-05-31T14:34:36Z | Sunday | AYE | 1 | NORMANTON PARK | NORTH BUONA VISTA RD | TUAS CHECKPOINT | 1 |
2026-05-31 22:34:36 | 2026-05-31T14:34:36Z | Sunday | AYE | 1 | NORTH BUONA VISTA RD | CLEMENTI RD | TUAS CHECKPOINT | 1 |
2026-05-31 22:34:36 | 2026-05-31T14:34:36Z | Sunday | AYE | 1 | CLEMENTI RD | WEST COAST RD | TUAS CHECKPOINT | 1 |
2026-05-31 22:34:36 | 2026-05-31T14:34:36Z | Sunday | AYE | 1 | WEST COAST RD | CLEMENTI AVE 6 | TUAS CHECKPOINT | 1 |
2026-05-31 22:34:36 | 2026-05-31T14:34:36Z | Sunday | AYE | 1 | CLEMENTI AVE 6 | JURONG TOWN HALL RD | TUAS CHECKPOINT | 2 |
2026-05-31 22:34:36 | 2026-05-31T14:34:36Z | Sunday | AYE | 1 | JURONG TOWN HALL RD | PENJURU RD | TUAS CHECKPOINT | 1 |
2026-05-31 22:34:36 | 2026-05-31T14:34:36Z | Sunday | AYE | 1 | PENJURU RD | JURONG PORT RD | TUAS CHECKPOINT | 2 |
2026-05-31 22:34:36 | 2026-05-31T14:34:36Z | Sunday | AYE | 1 | JURONG PORT RD | JURONG PIER RD | TUAS CHECKPOINT | 1 |
2026-05-31 22:34:36 | 2026-05-31T14:34:36Z | Sunday | AYE | 1 | JURONG PIER RD | PIONEER CIRCUS | TUAS CHECKPOINT | 2 |
2026-05-31 22:34:36 | 2026-05-31T14:34:36Z | Sunday | AYE | 1 | PIONEER CIRCUS | BENOI RD | TUAS CHECKPOINT | 2 |
2026-05-31 22:34:36 | 2026-05-31T14:34:36Z | Sunday | AYE | 1 | BENOI RD | AYE/PIE INTERCHANGE | TUAS CHECKPOINT | 2 |
2026-05-31 22:34:36 | 2026-05-31T14:34:36Z | Sunday | AYE | 1 | AYE/PIE INTERCHANGE | TUAS WEST RD | TUAS CHECKPOINT | 2 |
2026-05-31 22:34:36 | 2026-05-31T14:34:36Z | Sunday | AYE | 1 | TUAS WEST RD | TUAS WEST DRIVE | TUAS CHECKPOINT | 2 |
2026-05-31 22:34:36 | 2026-05-31T14:34:36Z | Sunday | AYE | 1 | TUAS WEST DRIVE | TUAS CHECKPOINT | TUAS CHECKPOINT | 1 |
2026-05-31 22:34:36 | 2026-05-31T14:34:36Z | Sunday | AYE | 1 | AYE/MCE INTERCHANGE | TELOK BLANGAH RD | TUAS CHECKPOINT | 2 |
2026-05-31 22:34:36 | 2026-05-31T14:34:36Z | Sunday | AYE | 1 | TELOK BLANGAH RD | LOWER DELTA RD | TUAS CHECKPOINT | 1 |
2026-06-03 15:07:57 | 2026-06-03T07:07:57Z | Wednesday | AYE | 1 | LOWER DELTA RD | NORMANTON PARK | TUAS CHECKPOINT | 4 |
2026-06-03 15:07:57 | 2026-06-03T07:07:57Z | Wednesday | AYE | 1 | NORMANTON PARK | NORTH BUONA VISTA RD | TUAS CHECKPOINT | 1 |
2026-06-03 15:07:57 | 2026-06-03T07:07:57Z | Wednesday | AYE | 1 | NORTH BUONA VISTA RD | CLEMENTI RD | TUAS CHECKPOINT | 2 |
2026-06-03 15:07:57 | 2026-06-03T07:07:57Z | Wednesday | AYE | 1 | CLEMENTI RD | WEST COAST RD | TUAS CHECKPOINT | 1 |
2026-06-03 15:07:57 | 2026-06-03T07:07:57Z | Wednesday | AYE | 1 | WEST COAST RD | CLEMENTI AVE 6 | TUAS CHECKPOINT | 2 |
2026-06-03 15:07:57 | 2026-06-03T07:07:57Z | Wednesday | AYE | 1 | CLEMENTI AVE 6 | JURONG TOWN HALL RD | TUAS CHECKPOINT | 2 |
2026-06-03 15:07:57 | 2026-06-03T07:07:57Z | Wednesday | AYE | 1 | JURONG TOWN HALL RD | PENJURU RD | TUAS CHECKPOINT | 1 |
2026-06-03 15:07:57 | 2026-06-03T07:07:57Z | Wednesday | AYE | 1 | PENJURU RD | JURONG PORT RD | TUAS CHECKPOINT | 2 |
2026-06-03 15:07:57 | 2026-06-03T07:07:57Z | Wednesday | AYE | 1 | JURONG PORT RD | JURONG PIER RD | TUAS CHECKPOINT | 2 |
2026-06-03 15:07:57 | 2026-06-03T07:07:57Z | Wednesday | AYE | 1 | JURONG PIER RD | PIONEER CIRCUS | TUAS CHECKPOINT | 2 |
2026-06-03 15:07:57 | 2026-06-03T07:07:57Z | Wednesday | AYE | 1 | PIONEER CIRCUS | BENOI RD | TUAS CHECKPOINT | 2 |
2026-06-03 15:07:57 | 2026-06-03T07:07:57Z | Wednesday | AYE | 1 | BENOI RD | AYE/PIE INTERCHANGE | TUAS CHECKPOINT | 2 |
2026-06-03 15:07:57 | 2026-06-03T07:07:57Z | Wednesday | AYE | 1 | AYE/PIE INTERCHANGE | TUAS WEST RD | TUAS CHECKPOINT | 2 |
2026-06-03 15:07:57 | 2026-06-03T07:07:57Z | Wednesday | AYE | 1 | TUAS WEST RD | TUAS WEST DRIVE | TUAS CHECKPOINT | 2 |
2026-06-03 15:07:57 | 2026-06-03T07:07:57Z | Wednesday | AYE | 1 | TUAS WEST DRIVE | TUAS CHECKPOINT | TUAS CHECKPOINT | 1 |
2026-06-03 15:07:57 | 2026-06-03T07:07:57Z | Wednesday | AYE | 1 | AYE/MCE INTERCHANGE | TELOK BLANGAH RD | TUAS CHECKPOINT | 2 |
2026-06-03 15:07:57 | 2026-06-03T07:07:57Z | Wednesday | AYE | 1 | TELOK BLANGAH RD | LOWER DELTA RD | TUAS CHECKPOINT | 1 |
2026-06-03 15:15:02 | 2026-06-03T07:15:02Z | Wednesday | AYE | 1 | LOWER DELTA RD | NORMANTON PARK | TUAS CHECKPOINT | 4 |
2026-06-03 15:15:02 | 2026-06-03T07:15:02Z | Wednesday | AYE | 1 | NORMANTON PARK | NORTH BUONA VISTA RD | TUAS CHECKPOINT | 1 |
2026-06-03 15:15:02 | 2026-06-03T07:15:02Z | Wednesday | AYE | 1 | NORTH BUONA VISTA RD | CLEMENTI RD | TUAS CHECKPOINT | 2 |
2026-06-03 15:15:02 | 2026-06-03T07:15:02Z | Wednesday | AYE | 1 | CLEMENTI RD | WEST COAST RD | TUAS CHECKPOINT | 1 |
2026-06-03 15:15:02 | 2026-06-03T07:15:02Z | Wednesday | AYE | 1 | WEST COAST RD | CLEMENTI AVE 6 | TUAS CHECKPOINT | 2 |
2026-06-03 15:15:02 | 2026-06-03T07:15:02Z | Wednesday | AYE | 1 | CLEMENTI AVE 6 | JURONG TOWN HALL RD | TUAS CHECKPOINT | 2 |
2026-06-03 15:15:02 | 2026-06-03T07:15:02Z | Wednesday | AYE | 1 | JURONG TOWN HALL RD | PENJURU RD | TUAS CHECKPOINT | 1 |
2026-06-03 15:15:02 | 2026-06-03T07:15:02Z | Wednesday | AYE | 1 | PENJURU RD | JURONG PORT RD | TUAS CHECKPOINT | 2 |
2026-06-03 15:15:02 | 2026-06-03T07:15:02Z | Wednesday | AYE | 1 | JURONG PORT RD | JURONG PIER RD | TUAS CHECKPOINT | 2 |
2026-06-03 15:15:02 | 2026-06-03T07:15:02Z | Wednesday | AYE | 1 | JURONG PIER RD | PIONEER CIRCUS | TUAS CHECKPOINT | 2 |
2026-06-03 15:15:02 | 2026-06-03T07:15:02Z | Wednesday | AYE | 1 | PIONEER CIRCUS | BENOI RD | TUAS CHECKPOINT | 2 |
2026-06-03 15:15:02 | 2026-06-03T07:15:02Z | Wednesday | AYE | 1 | BENOI RD | AYE/PIE INTERCHANGE | TUAS CHECKPOINT | 2 |
2026-06-03 15:15:02 | 2026-06-03T07:15:02Z | Wednesday | AYE | 1 | AYE/PIE INTERCHANGE | TUAS WEST RD | TUAS CHECKPOINT | 2 |
2026-06-03 15:15:02 | 2026-06-03T07:15:02Z | Wednesday | AYE | 1 | TUAS WEST RD | TUAS WEST DRIVE | TUAS CHECKPOINT | 2 |
2026-06-03 15:15:02 | 2026-06-03T07:15:02Z | Wednesday | AYE | 1 | TUAS WEST DRIVE | TUAS CHECKPOINT | TUAS CHECKPOINT | 1 |
2026-06-03 15:15:02 | 2026-06-03T07:15:02Z | Wednesday | AYE | 1 | AYE/MCE INTERCHANGE | TELOK BLANGAH RD | TUAS CHECKPOINT | 2 |
2026-06-03 15:15:02 | 2026-06-03T07:15:02Z | Wednesday | AYE | 1 | TELOK BLANGAH RD | LOWER DELTA RD | TUAS CHECKPOINT | 1 |
2026-06-03 15:30:02 | 2026-06-03T07:30:02Z | Wednesday | AYE | 1 | LOWER DELTA RD | NORMANTON PARK | TUAS CHECKPOINT | 4 |
2026-06-03 15:30:02 | 2026-06-03T07:30:02Z | Wednesday | AYE | 1 | NORMANTON PARK | NORTH BUONA VISTA RD | TUAS CHECKPOINT | 1 |
2026-06-03 15:30:02 | 2026-06-03T07:30:02Z | Wednesday | AYE | 1 | NORTH BUONA VISTA RD | CLEMENTI RD | TUAS CHECKPOINT | 2 |
2026-06-03 15:30:02 | 2026-06-03T07:30:02Z | Wednesday | AYE | 1 | CLEMENTI RD | WEST COAST RD | TUAS CHECKPOINT | 1 |
2026-06-03 15:30:02 | 2026-06-03T07:30:02Z | Wednesday | AYE | 1 | WEST COAST RD | CLEMENTI AVE 6 | TUAS CHECKPOINT | 2 |
2026-06-03 15:30:02 | 2026-06-03T07:30:02Z | Wednesday | AYE | 1 | CLEMENTI AVE 6 | JURONG TOWN HALL RD | TUAS CHECKPOINT | 2 |
2026-06-03 15:30:02 | 2026-06-03T07:30:02Z | Wednesday | AYE | 1 | JURONG TOWN HALL RD | PENJURU RD | TUAS CHECKPOINT | 1 |
2026-06-03 15:30:02 | 2026-06-03T07:30:02Z | Wednesday | AYE | 1 | PENJURU RD | JURONG PORT RD | TUAS CHECKPOINT | 2 |
2026-06-03 15:30:02 | 2026-06-03T07:30:02Z | Wednesday | AYE | 1 | JURONG PORT RD | JURONG PIER RD | TUAS CHECKPOINT | 2 |
2026-06-03 15:30:02 | 2026-06-03T07:30:02Z | Wednesday | AYE | 1 | JURONG PIER RD | PIONEER CIRCUS | TUAS CHECKPOINT | 2 |
2026-06-03 15:30:02 | 2026-06-03T07:30:02Z | Wednesday | AYE | 1 | PIONEER CIRCUS | BENOI RD | TUAS CHECKPOINT | 2 |
2026-06-03 15:30:02 | 2026-06-03T07:30:02Z | Wednesday | AYE | 1 | BENOI RD | AYE/PIE INTERCHANGE | TUAS CHECKPOINT | 2 |
2026-06-03 15:30:02 | 2026-06-03T07:30:02Z | Wednesday | AYE | 1 | AYE/PIE INTERCHANGE | TUAS WEST RD | TUAS CHECKPOINT | 2 |
2026-06-03 15:30:02 | 2026-06-03T07:30:02Z | Wednesday | AYE | 1 | TUAS WEST RD | TUAS WEST DRIVE | TUAS CHECKPOINT | 2 |
2026-06-03 15:30:02 | 2026-06-03T07:30:02Z | Wednesday | AYE | 1 | TUAS WEST DRIVE | TUAS CHECKPOINT | TUAS CHECKPOINT | 1 |
2026-06-03 15:30:02 | 2026-06-03T07:30:02Z | Wednesday | AYE | 1 | AYE/MCE INTERCHANGE | TELOK BLANGAH RD | TUAS CHECKPOINT | 2 |
2026-06-03 15:30:02 | 2026-06-03T07:30:02Z | Wednesday | AYE | 1 | TELOK BLANGAH RD | LOWER DELTA RD | TUAS CHECKPOINT | 1 |
2026-06-03 15:45:02 | 2026-06-03T07:45:02Z | Wednesday | AYE | 1 | LOWER DELTA RD | NORMANTON PARK | TUAS CHECKPOINT | 4 |
2026-06-03 15:45:02 | 2026-06-03T07:45:02Z | Wednesday | AYE | 1 | NORMANTON PARK | NORTH BUONA VISTA RD | TUAS CHECKPOINT | 1 |
2026-06-03 15:45:02 | 2026-06-03T07:45:02Z | Wednesday | AYE | 1 | NORTH BUONA VISTA RD | CLEMENTI RD | TUAS CHECKPOINT | 2 |
2026-06-03 15:45:02 | 2026-06-03T07:45:02Z | Wednesday | AYE | 1 | CLEMENTI RD | WEST COAST RD | TUAS CHECKPOINT | 1 |
2026-06-03 15:45:02 | 2026-06-03T07:45:02Z | Wednesday | AYE | 1 | WEST COAST RD | CLEMENTI AVE 6 | TUAS CHECKPOINT | 1 |
2026-06-03 15:45:02 | 2026-06-03T07:45:02Z | Wednesday | AYE | 1 | CLEMENTI AVE 6 | JURONG TOWN HALL RD | TUAS CHECKPOINT | 2 |
2026-06-03 15:45:02 | 2026-06-03T07:45:02Z | Wednesday | AYE | 1 | JURONG TOWN HALL RD | PENJURU RD | TUAS CHECKPOINT | 1 |
2026-06-03 15:45:02 | 2026-06-03T07:45:02Z | Wednesday | AYE | 1 | PENJURU RD | JURONG PORT RD | TUAS CHECKPOINT | 2 |
2026-06-03 15:45:02 | 2026-06-03T07:45:02Z | Wednesday | AYE | 1 | JURONG PORT RD | JURONG PIER RD | TUAS CHECKPOINT | 2 |
2026-06-03 15:45:02 | 2026-06-03T07:45:02Z | Wednesday | AYE | 1 | JURONG PIER RD | PIONEER CIRCUS | TUAS CHECKPOINT | 2 |
2026-06-03 15:45:02 | 2026-06-03T07:45:02Z | Wednesday | AYE | 1 | PIONEER CIRCUS | BENOI RD | TUAS CHECKPOINT | 2 |
2026-06-03 15:45:02 | 2026-06-03T07:45:02Z | Wednesday | AYE | 1 | BENOI RD | AYE/PIE INTERCHANGE | TUAS CHECKPOINT | 2 |
2026-06-03 15:45:02 | 2026-06-03T07:45:02Z | Wednesday | AYE | 1 | AYE/PIE INTERCHANGE | TUAS WEST RD | TUAS CHECKPOINT | 2 |
2026-06-03 15:45:02 | 2026-06-03T07:45:02Z | Wednesday | AYE | 1 | TUAS WEST RD | TUAS WEST DRIVE | TUAS CHECKPOINT | 2 |
2026-06-03 15:45:02 | 2026-06-03T07:45:02Z | Wednesday | AYE | 1 | TUAS WEST DRIVE | TUAS CHECKPOINT | TUAS CHECKPOINT | 1 |
2026-06-03 15:45:02 | 2026-06-03T07:45:02Z | Wednesday | AYE | 1 | AYE/MCE INTERCHANGE | TELOK BLANGAH RD | TUAS CHECKPOINT | 2 |
2026-06-03 15:45:02 | 2026-06-03T07:45:02Z | Wednesday | AYE | 1 | TELOK BLANGAH RD | LOWER DELTA RD | TUAS CHECKPOINT | 1 |
2026-06-03 16:00:02 | 2026-06-03T08:00:02Z | Wednesday | AYE | 1 | LOWER DELTA RD | NORMANTON PARK | TUAS CHECKPOINT | 4 |
2026-06-03 16:00:02 | 2026-06-03T08:00:02Z | Wednesday | AYE | 1 | NORMANTON PARK | NORTH BUONA VISTA RD | TUAS CHECKPOINT | 1 |
2026-06-03 16:00:02 | 2026-06-03T08:00:02Z | Wednesday | AYE | 1 | NORTH BUONA VISTA RD | CLEMENTI RD | TUAS CHECKPOINT | 2 |
2026-06-03 16:00:02 | 2026-06-03T08:00:02Z | Wednesday | AYE | 1 | CLEMENTI RD | WEST COAST RD | TUAS CHECKPOINT | 1 |
2026-06-03 16:00:02 | 2026-06-03T08:00:02Z | Wednesday | AYE | 1 | WEST COAST RD | CLEMENTI AVE 6 | TUAS CHECKPOINT | 2 |
2026-06-03 16:00:02 | 2026-06-03T08:00:02Z | Wednesday | AYE | 1 | CLEMENTI AVE 6 | JURONG TOWN HALL RD | TUAS CHECKPOINT | 2 |
2026-06-03 16:00:02 | 2026-06-03T08:00:02Z | Wednesday | AYE | 1 | JURONG TOWN HALL RD | PENJURU RD | TUAS CHECKPOINT | 1 |
2026-06-03 16:00:02 | 2026-06-03T08:00:02Z | Wednesday | AYE | 1 | PENJURU RD | JURONG PORT RD | TUAS CHECKPOINT | 2 |
2026-06-03 16:00:02 | 2026-06-03T08:00:02Z | Wednesday | AYE | 1 | JURONG PORT RD | JURONG PIER RD | TUAS CHECKPOINT | 1 |
2026-06-03 16:00:02 | 2026-06-03T08:00:02Z | Wednesday | AYE | 1 | JURONG PIER RD | PIONEER CIRCUS | TUAS CHECKPOINT | 2 |
2026-06-03 16:00:02 | 2026-06-03T08:00:02Z | Wednesday | AYE | 1 | PIONEER CIRCUS | BENOI RD | TUAS CHECKPOINT | 2 |
2026-06-03 16:00:02 | 2026-06-03T08:00:02Z | Wednesday | AYE | 1 | BENOI RD | AYE/PIE INTERCHANGE | TUAS CHECKPOINT | 2 |
2026-06-03 16:00:02 | 2026-06-03T08:00:02Z | Wednesday | AYE | 1 | AYE/PIE INTERCHANGE | TUAS WEST RD | TUAS CHECKPOINT | 2 |
2026-06-03 16:00:02 | 2026-06-03T08:00:02Z | Wednesday | AYE | 1 | TUAS WEST RD | TUAS WEST DRIVE | TUAS CHECKPOINT | 2 |
2026-06-03 16:00:02 | 2026-06-03T08:00:02Z | Wednesday | AYE | 1 | TUAS WEST DRIVE | TUAS CHECKPOINT | TUAS CHECKPOINT | 1 |
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