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Cannot load the dataset split (in streaming mode) to extract the first rows.
Error code:   StreamingRowsError
Exception:    CastError
Message:      Couldn't cast
built: timestamp[s]
counts: struct<fire-history_gda2020: int64, fire-history_gda94: int64, fire-history_tiles_deepest_zoom: int6 (... 1078 chars omitted)
  child 0, fire-history_gda2020: int64
  child 1, fire-history_gda94: int64
  child 2, fire-history_tiles_deepest_zoom: int64
  child 3, fire-history_tiny_polygon_points: int64
  child 4, fire-history_tiles_minzoom: int64
  child 5, fire-history_thinned_deepest_zoom: int64
  child 6, fire-history_thinned_minzoom: int64
  child 7, last-fire_gda2020: int64
  child 8, last-fire_gda94: int64
  child 9, last-fire_tiles_deepest_zoom: int64
  child 10, last-fire_tiny_polygon_points: int64
  child 11, last-fire_tiles_minzoom: int64
  child 12, last-fire_thinned_deepest_zoom: int64
  child 13, last-fire_thinned_minzoom: int64
  child 14, bushfire-management-areas_gda94: int64
  child 15, bushfire-management-areas_gda2020: int64
  child 16, bushfire-management-areas_tiles_deepest_zoom: int64
  child 17, bushfire-management-areas_tiny_polygon_points: int64
  child 18, bushfire-management-areas_tiles_minzoom: int64
  child 19, bushfire-management-areas_thinned_deepest_zoom: int64
  child 20, bushfire-management-areas_thinned_minzoom: int64
  child 21, emergency-location-markers_gda2020: int64
  child 22, emergency-location-markers_gda94: int64
  child 23, emergency-location-markers_tiles_deepest_zoom: int64
  child 24, emergency-location-markers_tiny_polygon_points: int64
  child 25, emergency-location-markers_tiles_minzoom: int64
  chi
...
ring
      child 1, bytes: int64
  child 14, index.json: struct<sha256: string, bytes: int64>
      child 0, sha256: string
      child 1, bytes: int64
  child 15, last-fire-thinned.pmtiles: struct<sha256: string, bytes: int64>
      child 0, sha256: string
      child 1, bytes: int64
  child 16, last-fire.pmtiles: struct<sha256: string, bytes: int64>
      child 0, sha256: string
      child 1, bytes: int64
sources: list<item: struct<name: string, owner: string, url: string, licence: string, docs: string, layer: st (... 54 chars omitted)
  child 0, item: struct<name: string, owner: string, url: string, licence: string, docs: string, layer: string, used_ (... 42 chars omitted)
      child 0, name: string
      child 1, owner: string
      child 2, url: string
      child 3, licence: string
      child 4, docs: string
      child 5, layer: string
      child 6, used_by: string
      child 7, published: bool
      child 8, hold: string
crs: string
hold: list<item: null>
  child 0, item: null
geojson: struct<fire-history: list<item: string>, last-fire: list<item: string>, bushfire-management-areas: l (... 66 chars omitted)
  child 0, fire-history: list<item: string>
      child 0, item: string
  child 1, last-fire: list<item: string>
      child 0, item: string
  child 2, bushfire-management-areas: list<item: string>
      child 0, item: string
  child 3, emergency-location-markers: list<item: string>
      child 0, item: string
layers: list<item: string>
  child 0, item: string
to
{'built': Value('timestamp[s]'), 'counts': {'fire-history_gda2020': Value('int64'), 'fire-history_gda94': Value('int64'), 'fire-history_tiles_deepest_zoom': Value('int64'), 'fire-history_tiny_polygon_points': Value('int64'), 'fire-history_tiles_minzoom': Value('int64'), 'fire-history_thinned_deepest_zoom': Value('int64'), 'fire-history_thinned_minzoom': Value('int64'), 'last-fire_gda2020': Value('int64'), 'last-fire_gda94': Value('int64'), 'last-fire_tiles_deepest_zoom': Value('int64'), 'last-fire_tiny_polygon_points': Value('int64'), 'last-fire_tiles_minzoom': Value('int64'), 'last-fire_thinned_deepest_zoom': Value('int64'), 'last-fire_thinned_minzoom': Value('int64'), 'bushfire-management-areas_gda94': Value('int64'), 'bushfire-management-areas_gda2020': Value('int64'), 'bushfire-management-areas_tiles_deepest_zoom': Value('int64'), 'bushfire-management-areas_tiny_polygon_points': Value('int64'), 'bushfire-management-areas_tiles_minzoom': Value('int64'), 'bushfire-management-areas_thinned_deepest_zoom': Value('int64'), 'bushfire-management-areas_thinned_minzoom': Value('int64'), 'emergency-location-markers_gda2020': Value('int64'), 'emergency-location-markers_gda94': Value('int64'), 'emergency-location-markers_tiles_deepest_zoom': Value('int64'), 'emergency-location-markers_tiny_polygon_points': Value('int64'), 'emergency-location-markers_tiles_minzoom': Value('int64'), 'emergency-location-markers_thinned_deepest_zoom': Value('int64'), 'emergency-location-markers_thinned_minzoom': Value('int64')}, 'layers': List(Value('string')), 'geojson': {'fire-history': List(Value('string')), 'last-fire': List(Value('string')), 'bushfire-management-areas': List(Value('string')), 'emergency-location-markers': List(Value('string'))}, 'hold': List(Value('null')), 'sources': {'fire-history': {'url': Value('string'), 'last_modified': Value('string'), 'etag': Value('string'), 'bytes': Value('int64')}, 'last-fire': {'url': Value('string'), 'last_modified': Value('string'), 'etag': Value('string'), 'bytes': Value('int64')}, 'bushfire-management-areas': {'url': Value('string'), 'last_modified': Value('string'), 'etag': Value('null'), 'bytes': Value('int64')}, 'emergency-location-markers': {'url': Value('string'), 'last_modified': Value('string'), 'etag': Value('string'), 'bytes': Value('int64')}}, 'crs': Value('string')}
because column names don't match
Traceback:    Traceback (most recent call last):
                File "/src/services/worker/src/worker/utils.py", line 147, in get_rows_or_raise
                  return get_rows(
                      dataset=dataset,
                  ...<4 lines>...
                      column_names=column_names,
                  )
                File "/src/libs/libcommon/src/libcommon/utils.py", line 272, in decorator
                  return func(*args, **kwargs)
                File "/src/services/worker/src/worker/utils.py", line 127, in get_rows
                  rows_plus_one = list(itertools.islice(safe_iter(ds, dataset=dataset), rows_max_number + 1))
                File "/src/services/worker/src/worker/utils.py", line 483, in safe_iter
                  yield from ds.decode(False) if ds.features else ds
                File "/usr/local/lib/python3.14/site-packages/datasets/iterable_dataset.py", line 2951, in __iter__
                  for key, example in ex_iterable:
                                      ^^^^^^^^^^^
                File "/usr/local/lib/python3.14/site-packages/datasets/iterable_dataset.py", line 2461, in __iter__
                  for key, pa_table in self._iter_arrow():
                                       ~~~~~~~~~~~~~~~~^^
                File "/usr/local/lib/python3.14/site-packages/datasets/iterable_dataset.py", line 2486, in _iter_arrow
                  for key, pa_table in self.ex_iterable._iter_arrow():
                                       ~~~~~~~~~~~~~~~~~~~~~~~~~~~~^^
                File "/usr/local/lib/python3.14/site-packages/datasets/iterable_dataset.py", line 547, in _iter_arrow
                  for key, pa_table in iterator:
                                       ^^^^^^^^
                File "/usr/local/lib/python3.14/site-packages/datasets/iterable_dataset.py", line 430, 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/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
              built: timestamp[s]
              counts: struct<fire-history_gda2020: int64, fire-history_gda94: int64, fire-history_tiles_deepest_zoom: int6 (... 1078 chars omitted)
                child 0, fire-history_gda2020: int64
                child 1, fire-history_gda94: int64
                child 2, fire-history_tiles_deepest_zoom: int64
                child 3, fire-history_tiny_polygon_points: int64
                child 4, fire-history_tiles_minzoom: int64
                child 5, fire-history_thinned_deepest_zoom: int64
                child 6, fire-history_thinned_minzoom: int64
                child 7, last-fire_gda2020: int64
                child 8, last-fire_gda94: int64
                child 9, last-fire_tiles_deepest_zoom: int64
                child 10, last-fire_tiny_polygon_points: int64
                child 11, last-fire_tiles_minzoom: int64
                child 12, last-fire_thinned_deepest_zoom: int64
                child 13, last-fire_thinned_minzoom: int64
                child 14, bushfire-management-areas_gda94: int64
                child 15, bushfire-management-areas_gda2020: int64
                child 16, bushfire-management-areas_tiles_deepest_zoom: int64
                child 17, bushfire-management-areas_tiny_polygon_points: int64
                child 18, bushfire-management-areas_tiles_minzoom: int64
                child 19, bushfire-management-areas_thinned_deepest_zoom: int64
                child 20, bushfire-management-areas_thinned_minzoom: int64
                child 21, emergency-location-markers_gda2020: int64
                child 22, emergency-location-markers_gda94: int64
                child 23, emergency-location-markers_tiles_deepest_zoom: int64
                child 24, emergency-location-markers_tiny_polygon_points: int64
                child 25, emergency-location-markers_tiles_minzoom: int64
                chi
              ...
              ring
                    child 1, bytes: int64
                child 14, index.json: struct<sha256: string, bytes: int64>
                    child 0, sha256: string
                    child 1, bytes: int64
                child 15, last-fire-thinned.pmtiles: struct<sha256: string, bytes: int64>
                    child 0, sha256: string
                    child 1, bytes: int64
                child 16, last-fire.pmtiles: struct<sha256: string, bytes: int64>
                    child 0, sha256: string
                    child 1, bytes: int64
              sources: list<item: struct<name: string, owner: string, url: string, licence: string, docs: string, layer: st (... 54 chars omitted)
                child 0, item: struct<name: string, owner: string, url: string, licence: string, docs: string, layer: string, used_ (... 42 chars omitted)
                    child 0, name: string
                    child 1, owner: string
                    child 2, url: string
                    child 3, licence: string
                    child 4, docs: string
                    child 5, layer: string
                    child 6, used_by: string
                    child 7, published: bool
                    child 8, hold: string
              crs: string
              hold: list<item: null>
                child 0, item: null
              geojson: struct<fire-history: list<item: string>, last-fire: list<item: string>, bushfire-management-areas: l (... 66 chars omitted)
                child 0, fire-history: list<item: string>
                    child 0, item: string
                child 1, last-fire: list<item: string>
                    child 0, item: string
                child 2, bushfire-management-areas: list<item: string>
                    child 0, item: string
                child 3, emergency-location-markers: list<item: string>
                    child 0, item: string
              layers: list<item: string>
                child 0, item: string
              to
              {'built': Value('timestamp[s]'), 'counts': {'fire-history_gda2020': Value('int64'), 'fire-history_gda94': Value('int64'), 'fire-history_tiles_deepest_zoom': Value('int64'), 'fire-history_tiny_polygon_points': Value('int64'), 'fire-history_tiles_minzoom': Value('int64'), 'fire-history_thinned_deepest_zoom': Value('int64'), 'fire-history_thinned_minzoom': Value('int64'), 'last-fire_gda2020': Value('int64'), 'last-fire_gda94': Value('int64'), 'last-fire_tiles_deepest_zoom': Value('int64'), 'last-fire_tiny_polygon_points': Value('int64'), 'last-fire_tiles_minzoom': Value('int64'), 'last-fire_thinned_deepest_zoom': Value('int64'), 'last-fire_thinned_minzoom': Value('int64'), 'bushfire-management-areas_gda94': Value('int64'), 'bushfire-management-areas_gda2020': Value('int64'), 'bushfire-management-areas_tiles_deepest_zoom': Value('int64'), 'bushfire-management-areas_tiny_polygon_points': Value('int64'), 'bushfire-management-areas_tiles_minzoom': Value('int64'), 'bushfire-management-areas_thinned_deepest_zoom': Value('int64'), 'bushfire-management-areas_thinned_minzoom': Value('int64'), 'emergency-location-markers_gda2020': Value('int64'), 'emergency-location-markers_gda94': Value('int64'), 'emergency-location-markers_tiles_deepest_zoom': Value('int64'), 'emergency-location-markers_tiny_polygon_points': Value('int64'), 'emergency-location-markers_tiles_minzoom': Value('int64'), 'emergency-location-markers_thinned_deepest_zoom': Value('int64'), 'emergency-location-markers_thinned_minzoom': Value('int64')}, 'layers': List(Value('string')), 'geojson': {'fire-history': List(Value('string')), 'last-fire': List(Value('string')), 'bushfire-management-areas': List(Value('string')), 'emergency-location-markers': List(Value('string'))}, 'hold': List(Value('null')), 'sources': {'fire-history': {'url': Value('string'), 'last_modified': Value('string'), 'etag': Value('string'), 'bytes': Value('int64')}, 'last-fire': {'url': Value('string'), 'last_modified': Value('string'), 'etag': Value('string'), 'bytes': Value('int64')}, 'bushfire-management-areas': {'url': Value('string'), 'last_modified': Value('string'), 'etag': Value('null'), 'bytes': Value('int64')}, 'emergency-location-markers': {'url': Value('string'), 'last_modified': Value('string'), 'etag': Value('string'), 'bytes': Value('int64')}}, 'crs': Value('string')}
              because column names don't match

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South Australia fire layers

Statewide fire layers published on Data.SA by the Department for Environment and Water and the SA Country Fire Service, as the GeoJSON files exactly as published plus two sets of vector tiles, checked weekly and rebuilt when a source changes by AlreadyOpen/sa-fire. Every feature and every field of each source is kept.

Layer Source Holds
fire-history Bushfires and Prescribed Burns History (Department for Environment and Water) Every mapped bushfire and prescribed burn on record (INCIDENTTY, FIREDATE, FIREYEAR, HECTARES)
last-fire Last Bushfire and Prescribed Burn Boundaries (Department for Environment and Water) The most recent fire at each place: the time since fire
bushfire-management-areas Bushfire Management Areas (SA Country Fire Service) The nine bushfire management areas
emergency-location-markers Emergency Location Markers (Department for Environment and Water) Numbered markers on trails and parks to tell emergency services where you are

Per layer:

  • *_GDA2020.geojson and *_GDA94.geojson (in this dataset; the GDA2020 file also on the bucket): the source's GeoJSON files, byte for byte, with their original names. GDA2020 is EPSG:7844, which web maps can use as WGS 84 (they differ by under 2 m); GDA94 is EPSG:4283.
  • <layer>.pmtiles (bucket, read by browsers), lossless: zooms 4 to 14, every field plus fid (the feature's position in the GDA2020 file, from 0). No feature or tile size limit, no tiny-polygon reduction and no point thinning (-r1) at any zoom; shapes are simplified below zoom 14. Zoom 14 holds every feature at full detail (the bake fails otherwise); a polygon too thin to survive the zoom-14 grid is also given as a point on its surface, with tiny_polygon_point: true.
  • <layer>-thinned.pmtiles (bucket), thinned: tippecanoe's defaults plus --drop-densest-as-needed, zooms 4 to 14. Features are left out where tiles get dense, so lower zooms show fewer of them. index.json counts what each zoom keeps.

index.json holds the counts (features in each GeoJSON; features at zoom 4 and 14 of each tile set), each source's URL, Last-Modified, ETag and size. manifest.json lists every file's sha256. Built with tippecanoe 2.79.0.

Sources and terms

Data from the Department for Environment and Water, Government of South Australia, and the SA Country Fire Service, Government of South Australia, published on Data.SA under Creative Commons Attribution 4.0 (the licence note in the Bushfire Management Areas zip, dated 2015, names CC BY 3.0 Australia). Changes: the tiles are a conversion of the GeoJSON; the GeoJSON files are unchanged; nothing removed. Provided as is, with no warranty, not endorsed by the Government of South Australia. Not a warning service: for fires now, go to the CFS.

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