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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
schemaVersion: int64
cloudRunId: string
localRunId: string
updatedAtMs: int64
appVersion: string
batch: string
smokeTest: bool
device: struct<manufacturer: string, model: string, socManufacturer: string, socModel: string, androidReleas (... 413 chars omitted)
  child 0, manufacturer: string
  child 1, model: string
  child 2, socManufacturer: string
  child 3, socModel: string
  child 4, androidRelease: string
  child 5, sdk: int64
  child 6, securityPatch: timestamp[s]
  child 7, fingerprint: string
  child 8, abis: list<item: string>
      child 0, item: string
  child 9, hardware: string
  child 10, runtimes: struct<litertlm: string, llamaCppRevision: string>
      child 0, litertlm: string
      child 1, llamaCppRevision: string
  child 11, applicationId: string
  child 12, appVersion: string
  child 13, debugBuild: bool
  child 14, memory: struct<systemAvailableBytes: int64, systemTotalBytes: int64, systemLowMemory: bool, nativeHeapBytes: (... 64 chars omitted)
      child 0, systemAvailableBytes: int64
      child 1, systemTotalBytes: int64
      child 2, systemLowMemory: bool
      child 3, nativeHeapBytes: int64
      child 4, processMemory: list<item: string>
          child 0, item: string
      child 5, thermalStatus: int64
queue: struct<status: string, stage: string>
  child 0, status: string
  child 1, stage: string
completedAnswers: int64
configurations: list<item: struct<id: string, status: string, phase: string, completed: int64, total: int64, current (... 37 chars omitted)
  child 0, item: struct<id: string, status: string, phase: string, completed: int64, total: int64, currentQuestion: i (... 25 chars omitted)
      child 0, id: string
      child 1, status: string
      child 2, phase: string
      child 3, completed: int64
      child 4, total: int64
      child 5, currentQuestion: int64
      child 6, updatedAtMs: int64
archivePath: string
archiveSha256: string
connectedAtMs: int64
installationId: string
to
{'installationId': Value('string'), 'connectedAtMs': Value('int64'), 'appVersion': Value('string')}
because column names don't match
Traceback:    Traceback (most recent call last):
                File "/src/services/worker/src/worker/utils.py", line 149, 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 129, 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 544, 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 3052, in __iter__
                  for key, example in ex_iterable:
                                      ^^^^^^^^^^^
                File "/usr/local/lib/python3.14/site-packages/datasets/iterable_dataset.py", line 2559, in __iter__
                  for key, pa_table in self._iter_arrow():
                                       ~~~~~~~~~~~~~~~~^^
                File "/usr/local/lib/python3.14/site-packages/datasets/iterable_dataset.py", line 2584, 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 558, in _iter_arrow
                  for key, pa_table in iterator:
                                       ^^^^^^^^
                File "/usr/local/lib/python3.14/site-packages/datasets/iterable_dataset.py", line 440, 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 361, 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 2381, in table_cast
                  return cast_table_to_schema(table, schema)
                File "/usr/local/lib/python3.14/site-packages/datasets/table.py", line 2309, in cast_table_to_schema
                  raise CastError(
                  ...<3 lines>...
                  )
              datasets.table.CastError: Couldn't cast
              schemaVersion: int64
              cloudRunId: string
              localRunId: string
              updatedAtMs: int64
              appVersion: string
              batch: string
              smokeTest: bool
              device: struct<manufacturer: string, model: string, socManufacturer: string, socModel: string, androidReleas (... 413 chars omitted)
                child 0, manufacturer: string
                child 1, model: string
                child 2, socManufacturer: string
                child 3, socModel: string
                child 4, androidRelease: string
                child 5, sdk: int64
                child 6, securityPatch: timestamp[s]
                child 7, fingerprint: string
                child 8, abis: list<item: string>
                    child 0, item: string
                child 9, hardware: string
                child 10, runtimes: struct<litertlm: string, llamaCppRevision: string>
                    child 0, litertlm: string
                    child 1, llamaCppRevision: string
                child 11, applicationId: string
                child 12, appVersion: string
                child 13, debugBuild: bool
                child 14, memory: struct<systemAvailableBytes: int64, systemTotalBytes: int64, systemLowMemory: bool, nativeHeapBytes: (... 64 chars omitted)
                    child 0, systemAvailableBytes: int64
                    child 1, systemTotalBytes: int64
                    child 2, systemLowMemory: bool
                    child 3, nativeHeapBytes: int64
                    child 4, processMemory: list<item: string>
                        child 0, item: string
                    child 5, thermalStatus: int64
              queue: struct<status: string, stage: string>
                child 0, status: string
                child 1, stage: string
              completedAnswers: int64
              configurations: list<item: struct<id: string, status: string, phase: string, completed: int64, total: int64, current (... 37 chars omitted)
                child 0, item: struct<id: string, status: string, phase: string, completed: int64, total: int64, currentQuestion: i (... 25 chars omitted)
                    child 0, id: string
                    child 1, status: string
                    child 2, phase: string
                    child 3, completed: int64
                    child 4, total: int64
                    child 5, currentQuestion: int64
                    child 6, updatedAtMs: int64
              archivePath: string
              archiveSha256: string
              connectedAtMs: int64
              installationId: string
              to
              {'installationId': Value('string'), 'connectedAtMs': Value('int64'), 'appVersion': Value('string')}
              because column names don't match

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Synthetic upload validation

This repository tests Android report upload and recovery. It contains no real model-quality or GPU benchmark results. Reports are labelled smokeTest=true.

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