Dataset Viewer
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The dataset viewer is not available for this split.
Cannot load the dataset split (in streaming mode) to extract the first rows.
Error code:   StreamingRowsError
Exception:    CastError
Message:      Couldn't cast
file_count: int64
files: list<item: struct<byte_count: int64, path: string, sha256: string>>
  child 0, item: struct<byte_count: int64, path: string, sha256: string>
      child 0, byte_count: int64
      child 1, path: string
      child 2, sha256: string
package_role: string
schema: string
status: string
breakdown_bytes: struct<compact_openusd: int64, other: int64, shared_prototypes: int64, standalone_blend: int64, tile (... 17 chars omitted)
  child 0, compact_openusd: int64
  child 1, other: int64
  child 2, shared_prototypes: int64
  child 3, standalone_blend: int64
  child 4, tile_packages: int64
receipt_sha256: string
standalone_blend_policy: string
maximum_archive_bytes: int64
prototype_policy: string
input_file_count: int64
upload_policy: string
input_byte_count: int64
to
{'breakdown_bytes': {'compact_openusd': Value('int64'), 'other': Value('int64'), 'shared_prototypes': Value('int64'), 'standalone_blend': Value('int64'), 'tile_packages': Value('int64')}, 'input_byte_count': Value('int64'), 'input_file_count': Value('int64'), 'maximum_archive_bytes': Value('int64'), 'prototype_policy': Value('string'), 'receipt_sha256': Value('string'), 'schema': Value('string'), 'standalone_blend_policy': Value('string'), 'status': Value('string'), 'upload_policy': 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 2840, in __iter__
                  for key, example in ex_iterable:
                                      ^^^^^^^^^^^
                File "/usr/local/lib/python3.14/site-packages/datasets/iterable_dataset.py", line 2373, in __iter__
                  for key, pa_table in self._iter_arrow():
                                       ~~~~~~~~~~~~~~~~^^
                File "/usr/local/lib/python3.14/site-packages/datasets/iterable_dataset.py", line 2398, 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 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/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
              file_count: int64
              files: list<item: struct<byte_count: int64, path: string, sha256: string>>
                child 0, item: struct<byte_count: int64, path: string, sha256: string>
                    child 0, byte_count: int64
                    child 1, path: string
                    child 2, sha256: string
              package_role: string
              schema: string
              status: string
              breakdown_bytes: struct<compact_openusd: int64, other: int64, shared_prototypes: int64, standalone_blend: int64, tile (... 17 chars omitted)
                child 0, compact_openusd: int64
                child 1, other: int64
                child 2, shared_prototypes: int64
                child 3, standalone_blend: int64
                child 4, tile_packages: int64
              receipt_sha256: string
              standalone_blend_policy: string
              maximum_archive_bytes: int64
              prototype_policy: string
              input_file_count: int64
              upload_policy: string
              input_byte_count: int64
              to
              {'breakdown_bytes': {'compact_openusd': Value('int64'), 'other': Value('int64'), 'shared_prototypes': Value('int64'), 'standalone_blend': Value('int64'), 'tile_packages': Value('int64')}, 'input_byte_count': Value('int64'), 'input_file_count': Value('int64'), 'maximum_archive_bytes': Value('int64'), 'prototype_policy': Value('string'), 'receipt_sha256': Value('string'), 'schema': Value('string'), 'standalone_blend_policy': Value('string'), 'status': Value('string'), 'upload_policy': Value('string')}
              because column names don't match

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.

FireViewer Simple Measured Scenes

Versioned collection of measured geographic map builds produced by the FireViewer spatial pipeline.

This repository is the canonical storage for portable FireViewer map packages. It is designed to grow as new geographic areas are produced and validated.

Current retained production:

Die / Justin Drôme, France

The repository is not specific to this area. Future FireViewer map builds will be added here with their own zone identity, build identity, provenance and integrity information.

Purpose

FireViewer separates the geographic map from wildfire observations.

A map build can later be referenced by:

  1. incident timelines
  2. retrospective studies
  3. localisation benchmarks
  4. datasets
  5. replay
  6. simulation or research workflows

Map production

The current FireViewer map builder is headless and endpoint-driven.

It processes geographic data on a Lambert-93 grid using 500 m logical tiles.

Current spatial references:

Input coordinates: EPSG:4326

Production CRS: EPSG:2154

Elevation reference: NGF-IGN69

Scene units: metres

Typical package content

zone.usda

zone.blend

zone.done.json

zone-plan.json

zone-context.json

packages/

shared/

provenance/

Current package contracts

fireviewer.simple-measured-map-package.v2

fireviewer.simple-measured-map-upload-contract.v2

Reproducibility

Each retained map should preserve:

  1. zone identity
  2. map build identity
  3. package contract
  4. provenance
  5. integrity hashes
  6. validation status

A newer build of the same area must not silently replace a build already referenced by an incident or replay.

Scope

This repository stores geographic references.

It does not itself contain authoritative wildfire positions, official perimeters or propagation forecasts.

FireViewer keeps observed, reconstructed, simulated and predicted information separate.

Documentation

fireviewer/Fireviewer_doc

fireviewer/fireviewer-spatial

Contact

Unicorn Who Dev

unicornwhodev@gmail.com

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