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tahamidhossain
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2dsumo-dataset

Languages:
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Tags:
sumo
traffic-simulation
openstreetmap
dubai
map
ml-intern
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The dataset viewer is not available for this split.
Cannot extract the features (columns) for the split 'train' of the config 'default' of the dataset.
Error code:   FeaturesError
Exception:    FileNotFoundError
Message:      [Errno 2] No such file or directory: '<datasets.utils.file_utils.FilesIterable object at 0x7f1036d2da30>'
Traceback:    Traceback (most recent call last):
                File "/src/services/worker/src/worker/job_runners/split/first_rows.py", line 243, in compute_first_rows_from_streaming_response
                  iterable_dataset = iterable_dataset._resolve_features()
                File "/usr/local/lib/python3.14/site-packages/datasets/iterable_dataset.py", line 4379, in _resolve_features
                  features = _infer_features_from_batch(self.with_format(None)._head())
                                                        ~~~~~~~~~~~~~~~~~~~~~~~~~~~~^^
                File "/usr/local/lib/python3.14/site-packages/datasets/iterable_dataset.py", line 2661, in _head
                  return next(iter(self.iter(batch_size=n)))
                File "/usr/local/lib/python3.14/site-packages/datasets/iterable_dataset.py", line 2839, in iter
                  for key, pa_table in ex_iterable.iter_arrow():
                                       ~~~~~~~~~~~~~~~~~~~~~~^^
                File "/usr/local/lib/python3.14/site-packages/datasets/iterable_dataset.py", line 2377, in _iter_arrow
                  yield from self.ex_iterable._iter_arrow()
                File "/usr/local/lib/python3.14/site-packages/datasets/iterable_dataset.py", line 536, in _iter_arrow
                  for key, pa_table in iterator:
                                       ^^^^^^^^
                File "/usr/local/lib/python3.14/site-packages/datasets/iterable_dataset.py", line 419, in _iter_arrow
                  for key, pa_table in self.generate_tables_fn(**gen_kwags):
                                       ~~~~~~~~~~~~~~~~~~~~~~~^^^^^^^^^^^^^
                File "/usr/local/lib/python3.14/site-packages/datasets/packaged_modules/xml/xml.py", line 67, in _generate_tables
                  with open(file, encoding=self.config.encoding, errors=self.config.encoding_errors) as f:
                       ~~~~^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
                File "/usr/local/lib/python3.14/site-packages/datasets/streaming.py", line 73, in wrapper
                  return function(*args, download_config=download_config, **kwargs)
                File "/usr/local/lib/python3.14/site-packages/datasets/utils/file_utils.py", line 967, in xopen
                  return open(main_hop, mode, *args, **kwargs)
              FileNotFoundError: [Errno 2] No such file or directory: '<datasets.utils.file_utils.FilesIterable object at 0x7f1036d2da30>'

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2D Dubai SUMO Simulation Dataset

Real traffic simulation of the Al Wasl / Dubai World Trade Centre corridor (approx. 25.202–25.228° N, 55.248–55.282° E).

Files

File Description Size
dubai_al_wasl.osm Source OSM XML exported via Overpass API (65k+ elements) 6.3 MB
dubai_al_wasl.net.xml SUMO road network (junctions, lanes, signals) 27 KB
polygons.xml Building + water + commercial footprints 2.6 MB
trips.trips.xml Randomized traffic demand (600 veh/h, seed=42) 55 KB
routes.rou.xml Shortest-path routes assigned by duarouter 73 KB
dubai_al_wasl.sumocfg SUMO configuration (entry point) 765 B

Usage 

# Install SUMO (Ubuntu)
sudo add-apt-repository -y ppa:sumo/stable
sudo apt-get update && sudo apt-get install -y sumo sumo-tools sumo-doc

# Headless
sumo -c dubai_al_wasl.sumocfg --no-warnings

# GUI
sumo-gui -c dubai_al_wasl.sumocfg

# Monitor Trackio dashboard
python3 scripts/monitor.py --project 2dsumo --run default
trackio show --project 2dsumo

Build pipeline 

OSM (65k+ elements)
  ↓ curl + Overpass API + User-Agent header
  ↓ netconvert --osm.layer-elevation 5 --junctions.join --tls.default-type static
Net (_sumo/dubai_al_wasl.net.xml)
  ↓ polyconvert + osmPolyconvert.typ.xml
Polygons (_polyconvert/polygons.xml)
  ↓ python3 /usr/share/sumo/tools/randomTrips.py --seed 42 --period 6.0
Trips (_sumo/trips.trips.xml)
  ↓ duarouter --routing-algorithm astar --remove-loops
Routes (_sumo/routes.rou.xml)
  ↓
.sumocfg (entry point for sumo-gui)

Build details

  • Epoch range: 0 – 1800 s (30 minutes simulated, verified headless)
  • Seed: 42
  • Inter-departure period: 6.0 s (~600 veh/h)
  • Min trip distance: 80 m
  • Fringe factor: 5
  • Class mix (default): passenger, bus, motorcycle, truck
  • TLS strategy: Static, default-type set during --tls.default-type static in netconvert; individual phases inheriting SUMO defaults
  • Routing algorithm: A* (--routing-algorithm astar)

Source

Companion code, CI, docs: thtahamid/2dsumo

License

ODbL (from OpenStreetMap).

Generated by ML Intern

This dataset repository was generated by ML Intern, an agent for machine learning research and development on the Hugging Face Hub.
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