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The dataset generation failed
Error code:   DatasetGenerationError
Exception:    CastError
Message:      Couldn't cast
type: string
tick: int64
frame: int64
t: double
actors: list<item: list<item: double>>
  child 0, item: list<item: double>
      child 0, item: double
lights: list<item: list<item: string>>
  child 0, item: list<item: string>
      child 0, item: string
id: int64
ticks: int64
reason: string
wall_s: double
version: int64
crosswalks: list<item: list<item: list<item: double>>>
  child 0, item: list<item: list<item: double>>
      child 0, item: list<item: double>
          child 0, item: double
synchronous: bool
delta_s: double
type_id: string
started_utc: timestamp[s]
lanes: list<item: struct<road: int64, section: int64, lane: int64, lane_type: string, width: double, juncti (... 50 chars omitted)
  child 0, item: struct<road: int64, section: int64, lane: int64, lane_type: string, width: double, junction: bool, p (... 38 chars omitted)
      child 0, road: int64
      child 1, section: int64
      child 2, lane: int64
      child 3, lane_type: string
      child 4, width: double
      child 5, junction: bool
      child 6, points: list<item: list<item: double>>
          child 0, item: list<item: double>
              child 0, item: double
junctions: list<item: struct<id: int64, center: list<item: double>, extent: list<item: double>, rotation: list< (... 15 chars omitted)
  child 0, item: struct<id: int64, center: list<item: double>, extent: list<item: double>, rotation: list<item: doubl (... 3 chars omitted)
      child 0, id: int64
      child 1, center: list<item: double>
          child 0, item: double
      child 2, extent: list<item: double>
          child 0, item: double
      child 3, rotation: list<item: double>
          child 0, item: double
map: string
ego_id: int64
format: string
kind: string
pose: list<item: double>
  child 0, item: double
objects: list<item: struct<id: double, class: string, name: string, center: list<item: double>, extent: list< (... 45 chars omitted)
  child 0, item: struct<id: double, class: string, name: string, center: list<item: double>, extent: list<item: doubl (... 33 chars omitted)
      child 0, id: double
      child 1, class: string
      child 2, name: string
      child 3, center: list<item: double>
          child 0, item: double
      child 4, extent: list<item: double>
          child 0, item: double
      child 5, rotation: list<item: double>
          child 0, item: double
impulse: double
server_version: string
markings: list<item: string>
  child 0, item: string
client_version: string
role_name: string
base_type: string
other_id: int64
other_type: string
argv: list<item: string>
  child 0, item: string
box: struct<center: list<item: double>, extent: list<item: double>>
  child 0, center: list<item: double>
      child 0, item: double
  child 1, extent: list<item: double>
      child 0, item: double
to
{'type': Value('string'), 'tick': Value('int64'), 'frame': Value('int64'), 't': Value('float64'), 'actors': List(List(Value('float64'))), 'lights': List(List(Json(decode=True))), 'format': Value('string'), 'version': Value('int64'), 'map': Value('string'), 'client_version': Value('string'), 'server_version': Value('string'), 'delta_s': Value('float64'), 'synchronous': Value('bool'), 'ego_id': Value('int64'), 'argv': List(Value('string')), 'started_utc': Value('timestamp[s]'), 'lanes': List({'road': Value('int64'), 'section': Value('int64'), 'lane': Value('int64'), 'lane_type': Value('string'), 'width': Value('float64'), 'junction': Value('bool'), 'points': List(List(Value('float64')))}), 'junctions': List({'id': Value('int64'), 'center': List(Value('float64')), 'extent': List(Value('float64')), 'rotation': List(Value('float64'))}), 'crosswalks': List(List(List(Value('float64')))), 'objects': List({'id': Value('float64'), 'class': Value('string'), 'name': Value('string'), 'center': List(Value('float64')), 'extent': List(Value('float64')), 'rotation': List(Value('float64'))}), 'id': Value('int64'), 'type_id': Value('string'), 'role_name': Value('string'), 'base_type': Value('string'), 'pose': List(Value('float64')), 'box': {'center': List(Value('float64')), 'extent': List(Value('float64'))}, 'kind': Value('string'), 'markings': List(Value('string')), 'other_id': Value('int64'), 'other_type': Value('string'), 'impulse': Value('float64')}
because column names don't match
Traceback:    Traceback (most recent call last):
                File "/usr/local/lib/python3.14/site-packages/datasets/builder.py", line 1827, in _prepare_split_single
                  for key, table in generator:
                                    ^^^^^^^^^
                File "/src/services/worker/src/worker/job_runners/config/parquet_and_info.py", line 613, in wrapped
                  for item in generator(*args, **kwargs):
                              ~~~~~~~~~^^^^^^^^^^^^^^^^^
                File "/usr/local/lib/python3.14/site-packages/datasets/packaged_modules/json/json.py", line 343, in _generate_tables
                  self._cast_table(pa_table, json_field_paths=json_field_paths),
                  ~~~~~~~~~~~~~~~~^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
                File "/usr/local/lib/python3.14/site-packages/datasets/packaged_modules/json/json.py", line 132, in _cast_table
                  pa_table = table_cast(pa_table, self.info.features.arrow_schema)
                File "/usr/local/lib/python3.14/site-packages/datasets/table.py", line 2378, in table_cast
                  return cast_table_to_schema(table, schema)
                File "/usr/local/lib/python3.14/site-packages/datasets/table.py", line 2306, in cast_table_to_schema
                  raise CastError(
                  ...<3 lines>...
                  )
              datasets.table.CastError: Couldn't cast
              type: string
              tick: int64
              frame: int64
              t: double
              actors: list<item: list<item: double>>
                child 0, item: list<item: double>
                    child 0, item: double
              lights: list<item: list<item: string>>
                child 0, item: list<item: string>
                    child 0, item: string
              id: int64
              ticks: int64
              reason: string
              wall_s: double
              version: int64
              crosswalks: list<item: list<item: list<item: double>>>
                child 0, item: list<item: list<item: double>>
                    child 0, item: list<item: double>
                        child 0, item: double
              synchronous: bool
              delta_s: double
              type_id: string
              started_utc: timestamp[s]
              lanes: list<item: struct<road: int64, section: int64, lane: int64, lane_type: string, width: double, juncti (... 50 chars omitted)
                child 0, item: struct<road: int64, section: int64, lane: int64, lane_type: string, width: double, junction: bool, p (... 38 chars omitted)
                    child 0, road: int64
                    child 1, section: int64
                    child 2, lane: int64
                    child 3, lane_type: string
                    child 4, width: double
                    child 5, junction: bool
                    child 6, points: list<item: list<item: double>>
                        child 0, item: list<item: double>
                            child 0, item: double
              junctions: list<item: struct<id: int64, center: list<item: double>, extent: list<item: double>, rotation: list< (... 15 chars omitted)
                child 0, item: struct<id: int64, center: list<item: double>, extent: list<item: double>, rotation: list<item: doubl (... 3 chars omitted)
                    child 0, id: int64
                    child 1, center: list<item: double>
                        child 0, item: double
                    child 2, extent: list<item: double>
                        child 0, item: double
                    child 3, rotation: list<item: double>
                        child 0, item: double
              map: string
              ego_id: int64
              format: string
              kind: string
              pose: list<item: double>
                child 0, item: double
              objects: list<item: struct<id: double, class: string, name: string, center: list<item: double>, extent: list< (... 45 chars omitted)
                child 0, item: struct<id: double, class: string, name: string, center: list<item: double>, extent: list<item: doubl (... 33 chars omitted)
                    child 0, id: double
                    child 1, class: string
                    child 2, name: string
                    child 3, center: list<item: double>
                        child 0, item: double
                    child 4, extent: list<item: double>
                        child 0, item: double
                    child 5, rotation: list<item: double>
                        child 0, item: double
              impulse: double
              server_version: string
              markings: list<item: string>
                child 0, item: string
              client_version: string
              role_name: string
              base_type: string
              other_id: int64
              other_type: string
              argv: list<item: string>
                child 0, item: string
              box: struct<center: list<item: double>, extent: list<item: double>>
                child 0, center: list<item: double>
                    child 0, item: double
                child 1, extent: list<item: double>
                    child 0, item: double
              to
              {'type': Value('string'), 'tick': Value('int64'), 'frame': Value('int64'), 't': Value('float64'), 'actors': List(List(Value('float64'))), 'lights': List(List(Json(decode=True))), 'format': Value('string'), 'version': Value('int64'), 'map': Value('string'), 'client_version': Value('string'), 'server_version': Value('string'), 'delta_s': Value('float64'), 'synchronous': Value('bool'), 'ego_id': Value('int64'), 'argv': List(Value('string')), 'started_utc': Value('timestamp[s]'), 'lanes': List({'road': Value('int64'), 'section': Value('int64'), 'lane': Value('int64'), 'lane_type': Value('string'), 'width': Value('float64'), 'junction': Value('bool'), 'points': List(List(Value('float64')))}), 'junctions': List({'id': Value('int64'), 'center': List(Value('float64')), 'extent': List(Value('float64')), 'rotation': List(Value('float64'))}), 'crosswalks': List(List(List(Value('float64')))), 'objects': List({'id': Value('float64'), 'class': Value('string'), 'name': Value('string'), 'center': List(Value('float64')), 'extent': List(Value('float64')), 'rotation': List(Value('float64'))}), 'id': Value('int64'), 'type_id': Value('string'), 'role_name': Value('string'), 'base_type': Value('string'), 'pose': List(Value('float64')), 'box': {'center': List(Value('float64')), 'extent': List(Value('float64'))}, 'kind': Value('string'), 'markings': List(Value('string')), 'other_id': Value('int64'), 'other_type': Value('string'), 'impulse': Value('float64')}
              because column names don't match
              
              The above exception was the direct cause of the following exception:
              
              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 1694, 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 1879, in _prepare_split_single
                  raise DatasetGenerationError("An error occurred while generating the dataset") from e
              datasets.exceptions.DatasetGenerationError: An error occurred while generating the dataset

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type
string
tick
int64
frame
int64
t
float64
actors
list
lights
list
format
string
version
int64
map
string
client_version
string
server_version
string
delta_s
float64
synchronous
bool
ego_id
int64
argv
list
started_utc
timestamp[s]
lanes
list
junctions
list
crosswalks
list
objects
list
id
int64
type_id
string
role_name
string
base_type
string
pose
list
box
dict
kind
string
markings
list
other_id
int64
other_type
string
impulse
float64
header
null
null
null
null
null
carla-run
1
Town10HD_Opt
0.9.16
0.9.16
0.05
true
271
[ "test_data_capture.py", "--log", "runs/demo.jsonl.gz", "--every", "60" ]
2026-10-04T22:53:11
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
scene
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
[{"road":0,"section":0,"lane":-2,"lane_type":"Driving","width":3.5,"junction":false,"points":[[109.9(...TRUNCATED)
[{"id":23,"center":[-47.441,-59.662,0.0],"extent":[19.791,16.416,0.0],"rotation":[0.0,0.0,0.0]},{"id(...TRUNCATED)
[[[-37.726,117.268,0.0],[-37.551,119.769,0.0],[-56.42,119.663,0.0],[-55.795,117.167,0.0]],[[49.231,5(...TRUNCATED)
[{"id":1.3036307678110812e+19,"class":"Buildings","name":"ProceduralBuilding30_Inst_0_0","center":[-(...TRUNCATED)
null
null
null
null
null
null
null
null
null
null
null
actor
0
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
314
walker.pedestrian.0042
pedestrian
[ -19.408, 121.601, 1.093, 2.52, 0, 0 ]
{ "center": [ 0, 0, 0 ], "extent": [ 0.188, 0.188, 0.93 ] }
null
null
null
null
null
actor
0
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
2
traffic.stop
[ 57.45, 61.15, 0.15, -90, 0, 0 ]
{ "center": [ -5.072, 0, -1.636 ], "extent": [ 1.065, 1.033, 0.515 ] }
null
null
null
null
null
actor
0
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
3
traffic.stop
[ 26.1, 75.15, 0.15, 90, 0, 0 ]
{ "center": [ -5.222, -1.95, -1.636 ], "extent": [ 1.065, 1.033, 0.515 ] }
null
null
null
null
null
actor
0
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
4
traffic.stop
[ 35.35, 53.6, 0.15, 180, 0, 0 ]
{ "center": [ -5.022, 0, -1.636 ], "extent": [ 1.065, 1.033, 0.515 ] }
null
null
null
null
null
actor
0
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
318
walker.pedestrian.0051
pedestrian
[ -3.986, -48.91, 1.089, 4.19, 0, 0 ]
{ "center": [ 0, 0, 0 ], "extent": [ 0.188, 0.188, 0.93 ] }
null
null
null
null
null
actor
0
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
5
traffic.yield
[ 49.6, 38.5, 0.15, 0, 0, 0 ]
{ "center": [ -5.422, 0, 0.546 ], "extent": [ 1.775, 1.722, 0.858 ] }
null
null
null
null
null
actor
0
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
6
traffic.unknown
[ 43.15, 66.45, 0, 0, 0, 0 ]
{ "center": [ 0, 0, 0.32 ], "extent": [ 14, 11.2, 0.32 ] }
null
null
null
null
null
actor
0
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
null
312
walker.pedestrian.0007
pedestrian
[ 0.158, -73.904, 1.089, -11.38, 0, 0 ]
{ "center": [ 0, 0, 0 ], "extent": [ 0.188, 0.188, 0.93 ] }
null
null
null
null
null
End of preview.

CS513 CARLA runs

Recorded runs of the CARLA 0.9.16 driving simulator from the CSCI 513 group project. Each run has every tick of one drive: the static scene (roads, junctions, crosswalks, buildings, and parked vehicles), the ego vehicle, background traffic, pedestrians, traffic light states, and the ego's collisions and lane crossings.

Open a run in the browser

town10-demo in the Rerun web viewer

Files

File Content
town10-demo.jsonl.gz The run file: Town10HD_Opt, the ego driven by BasicAgent among 30 vehicles and 30 pedestrians, 4,714 ticks (235.7 simulated seconds). At 26.5 s the ego hits a bus and then waits behind it.
town10-demo.rrd The same run converted for Rerun 0.38.1.

The run file is gzip-compressed JSON lines, format version 1. The project repository documents the format and has the tools that record runs and convert them to .rrd.

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