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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
type: string
file: string
sha256: string
signed_at: timestamp[s]
message: string
signature_ed25519: string
public_key_b64: string
verify_key_url: string
counts: null
public_stamps: list<item: string>
  child 0, item: string
snapshots: list<item: struct<file: string, sha256: string, bytes: int64>>
  child 0, item: struct<file: string, sha256: string, bytes: int64>
      child 0, file: string
      child 1, sha256: string
      child 2, bytes: int64
note: string
bridge_prev_raw_line_sha256: null
date: timestamp[s]
legacy_entries: int64
spec: string
prev_hash: string
meaning: string
hash: string
datasets: list<item: struct<component: string, file: string, sha256: string, bytes: int64>>
  child 0, item: struct<component: string, file: string, sha256: string, bytes: int64>
      child 0, component: string
      child 1, file: string
      child 2, sha256: string
      child 3, bytes: int64
legacy_prefix_sha256: string
generated_at: timestamp[s]
to
{'type': Value('string'), 'generated_at': Value('timestamp[s]'), 'legacy_entries': Value('int64'), 'legacy_prefix_sha256': Value('string'), 'bridge_prev_raw_line_sha256': Value('null'), 'note': Value('string'), 'spec': Value('string'), 'hash': Value('string'), 'counts': Json(decode=True), 'date': Value('timestamp[s]'), 'snapshots': List({'file': Value('string'), 'sha256': Value('string'), 'bytes': Value('int64')}), 'datasets': List({'component': Value('string'), 'file': Value('string'), 'sha256': Value('string'), 'bytes': Value('int64')}), 'meaning': Value('string'), 'prev_hash': Value('string'), 'public_stamps': List(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
              type: string
              file: string
              sha256: string
              signed_at: timestamp[s]
              message: string
              signature_ed25519: string
              public_key_b64: string
              verify_key_url: string
              counts: null
              public_stamps: list<item: string>
                child 0, item: string
              snapshots: list<item: struct<file: string, sha256: string, bytes: int64>>
                child 0, item: struct<file: string, sha256: string, bytes: int64>
                    child 0, file: string
                    child 1, sha256: string
                    child 2, bytes: int64
              note: string
              bridge_prev_raw_line_sha256: null
              date: timestamp[s]
              legacy_entries: int64
              spec: string
              prev_hash: string
              meaning: string
              hash: string
              datasets: list<item: struct<component: string, file: string, sha256: string, bytes: int64>>
                child 0, item: struct<component: string, file: string, sha256: string, bytes: int64>
                    child 0, component: string
                    child 1, file: string
                    child 2, sha256: string
                    child 3, bytes: int64
              legacy_prefix_sha256: string
              generated_at: timestamp[s]
              to
              {'type': Value('string'), 'generated_at': Value('timestamp[s]'), 'legacy_entries': Value('int64'), 'legacy_prefix_sha256': Value('string'), 'bridge_prev_raw_line_sha256': Value('null'), 'note': Value('string'), 'spec': Value('string'), 'hash': Value('string'), 'counts': Json(decode=True), 'date': Value('timestamp[s]'), 'snapshots': List({'file': Value('string'), 'sha256': Value('string'), 'bytes': Value('int64')}), 'datasets': List({'component': Value('string'), 'file': Value('string'), 'sha256': Value('string'), 'bytes': Value('int64')}), 'meaning': Value('string'), 'prev_hash': Value('string'), 'public_stamps': List(Value('string'))}
              because column names don't match

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Legion Empire Ledger

Part of the LEGION Intelligence dataset collection.

Provider: LEGION Systems Access: Requires approval — submit request below

Usage

from datasets import load_dataset
dataset = load_dataset("gemmozero/legion-empire-ledger")

API Access

Real-time access via LEGION API:

curl https://api.legion-api.com/incidents

API Docs · Pro Access €29/mo

License

CC BY-NC 4.0 — Research and non-commercial use only. Commercial use requires API subscription.

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