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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
schema: string
title: string
generated_at: timestamp[s]
license: string
license_url: string
canonical_origin: string
canonical_dataset_url: string
live_security_controls_url: string
live_security_proof_page_url: string
claims_boundary: string
retained_v1_baseline: struct<kaggle_version: int64, snapshot_date: timestamp[s], huggingface_commit: string, kaggle_v68_fi (... 196 chars omitted)
  child 0, kaggle_version: int64
  child 1, snapshot_date: timestamp[s]
  child 2, huggingface_commit: string
  child 3, kaggle_v68_files: struct<atlas-security-posture.csv: struct<sha256: string, bytes: int64>, atlas-security-posture.json (... 90 chars omitted)
      child 0, atlas-security-posture.csv: struct<sha256: string, bytes: int64>
          child 0, sha256: string
          child 1, bytes: int64
      child 1, atlas-security-posture.json: struct<sha256: string, bytes: int64>
          child 0, sha256: string
          child 1, bytes: int64
      child 2, schema.json: struct<sha256: string, bytes: int64>
          child 0, sha256: string
          child 1, bytes: int64
source_pins: struct<catalog_sha256: string, installed_datasets_index_html_sha256: string, symbol_coverage_json_sh (... 252 chars omitted)
  child 0, catalog_sha256: string
  child 1, installed_datasets_index_html_sha256: string
  child 2, symbol_coverage_json_sha256: string
  child 3, symbol_coverage_schema_sha256: string
  child 4, dispatch_latest_json_sha256: string
  child 5, broadcast_manifest_json_sha256: string
  
...
]
      child 6, evidence_artifact: string
      child 7, evidence_sha256: string
      child 8, public_evidence_url: string
      child 9, reproducible_check: string
      child 10, scope_and_limits: string
artifacts: struct<atlas-security-posture.json: struct<sha256: string, bytes: int64, control_count: int64, verif (... 178 chars omitted)
  child 0, atlas-security-posture.json: struct<sha256: string, bytes: int64, control_count: int64, verified_active_controls: int64, staged_p (... 36 chars omitted)
      child 0, sha256: string
      child 1, bytes: int64
      child 2, control_count: int64
      child 3, verified_active_controls: int64
      child 4, staged_pending_installation_controls: int64
  child 1, atlas-security-posture.csv: struct<sha256: string, bytes: int64, row_count: int64, column_count: int64>
      child 0, sha256: string
      child 1, bytes: int64
      child 2, row_count: int64
      child 3, column_count: int64
controls_overview: list<item: struct<control_id: string, category: string, control_title: string, verification_status:  (... 89 chars omitted)
  child 0, item: struct<control_id: string, category: string, control_title: string, verification_status: string, ver (... 77 chars omitted)
      child 0, control_id: string
      child 1, category: string
      child 2, control_title: string
      child 3, verification_status: string
      child 4, verified_at: timestamp[s]
      child 5, public_evidence_url: string
      child 6, evidence_sha256: string
to
{'schema': Value('string'), 'generated_at': Value('timestamp[s]'), 'license': Value('string'), 'canonical_dataset_url': Value('string'), 'live_security_controls_url': Value('string'), 'artifacts': {'atlas-security-posture.json': {'sha256': Value('string'), 'bytes': Value('int64'), 'control_count': Value('int64'), 'verified_active_controls': Value('int64'), 'staged_pending_installation_controls': Value('int64')}, 'atlas-security-posture.csv': {'sha256': Value('string'), 'bytes': Value('int64'), 'row_count': Value('int64'), 'column_count': Value('int64')}}, 'controls_overview': List({'control_id': Value('string'), 'category': Value('string'), 'control_title': Value('string'), 'verification_status': Value('string'), 'verified_at': Value('timestamp[s]'), 'public_evidence_url': Value('string'), 'evidence_sha256': 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
              schema: string
              title: string
              generated_at: timestamp[s]
              license: string
              license_url: string
              canonical_origin: string
              canonical_dataset_url: string
              live_security_controls_url: string
              live_security_proof_page_url: string
              claims_boundary: string
              retained_v1_baseline: struct<kaggle_version: int64, snapshot_date: timestamp[s], huggingface_commit: string, kaggle_v68_fi (... 196 chars omitted)
                child 0, kaggle_version: int64
                child 1, snapshot_date: timestamp[s]
                child 2, huggingface_commit: string
                child 3, kaggle_v68_files: struct<atlas-security-posture.csv: struct<sha256: string, bytes: int64>, atlas-security-posture.json (... 90 chars omitted)
                    child 0, atlas-security-posture.csv: struct<sha256: string, bytes: int64>
                        child 0, sha256: string
                        child 1, bytes: int64
                    child 1, atlas-security-posture.json: struct<sha256: string, bytes: int64>
                        child 0, sha256: string
                        child 1, bytes: int64
                    child 2, schema.json: struct<sha256: string, bytes: int64>
                        child 0, sha256: string
                        child 1, bytes: int64
              source_pins: struct<catalog_sha256: string, installed_datasets_index_html_sha256: string, symbol_coverage_json_sh (... 252 chars omitted)
                child 0, catalog_sha256: string
                child 1, installed_datasets_index_html_sha256: string
                child 2, symbol_coverage_json_sha256: string
                child 3, symbol_coverage_schema_sha256: string
                child 4, dispatch_latest_json_sha256: string
                child 5, broadcast_manifest_json_sha256: string
                
              ...
              ]
                    child 6, evidence_artifact: string
                    child 7, evidence_sha256: string
                    child 8, public_evidence_url: string
                    child 9, reproducible_check: string
                    child 10, scope_and_limits: string
              artifacts: struct<atlas-security-posture.json: struct<sha256: string, bytes: int64, control_count: int64, verif (... 178 chars omitted)
                child 0, atlas-security-posture.json: struct<sha256: string, bytes: int64, control_count: int64, verified_active_controls: int64, staged_p (... 36 chars omitted)
                    child 0, sha256: string
                    child 1, bytes: int64
                    child 2, control_count: int64
                    child 3, verified_active_controls: int64
                    child 4, staged_pending_installation_controls: int64
                child 1, atlas-security-posture.csv: struct<sha256: string, bytes: int64, row_count: int64, column_count: int64>
                    child 0, sha256: string
                    child 1, bytes: int64
                    child 2, row_count: int64
                    child 3, column_count: int64
              controls_overview: list<item: struct<control_id: string, category: string, control_title: string, verification_status:  (... 89 chars omitted)
                child 0, item: struct<control_id: string, category: string, control_title: string, verification_status: string, ver (... 77 chars omitted)
                    child 0, control_id: string
                    child 1, category: string
                    child 2, control_title: string
                    child 3, verification_status: string
                    child 4, verified_at: timestamp[s]
                    child 5, public_evidence_url: string
                    child 6, evidence_sha256: string
              to
              {'schema': Value('string'), 'generated_at': Value('timestamp[s]'), 'license': Value('string'), 'canonical_dataset_url': Value('string'), 'live_security_controls_url': Value('string'), 'artifacts': {'atlas-security-posture.json': {'sha256': Value('string'), 'bytes': Value('int64'), 'control_count': Value('int64'), 'verified_active_controls': Value('int64'), 'staged_pending_installation_controls': Value('int64')}, 'atlas-security-posture.csv': {'sha256': Value('string'), 'bytes': Value('int64'), 'row_count': Value('int64'), 'column_count': Value('int64')}}, 'controls_overview': List({'control_id': Value('string'), 'category': Value('string'), 'control_title': Value('string'), 'verification_status': Value('string'), 'verified_at': Value('timestamp[s]'), 'public_evidence_url': Value('string'), 'evidence_sha256': Value('string')})}
              because column names don't match

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FreedomCore Atlas Security Posture & Audit Evidence Index (CC BY 4.0)

Public security, payment-isolation, and SHA-256 provenance reference published by FreedomCore Atlas.

1. Live Atlas Security & Dataset Destinations

2. Exact Per-Platform File & Revision Status

  1. Live Atlas Security Surface (https://atlas.freedomcore.io/security/ and /pages/atlas-security.html): Publishes current public-facing security controls (Nginx HTTPS isolation, Stripe-hosted checkout isolation with zero raw card handling on Atlas origin, browser-local Studio playlist storage, 6,375-listing canonical listing_key disambiguation, Two-Clock separation in Atlas Quakes, and SHA-256 receipt-bound Daily Notes) alongside reproducible external verification links.
  2. Hugging Face (freedomcoreai/atlas-security-posture): Currently retains the 2026-08-17 snapshot revision (commit bd2862d54d1c7304f1d967e3833cd7ead7e15a0f). Updating this README.md refreshes the dataset card documentation and canonical links without restamping or modifying the retained 2026-08-17 data files.
  3. Kaggle (atlasfreedomcoreio/atlas-security-posture, Version 68, 2026-08-17): Retains a single historical JSON summary file (atlas-security-posture.json, 1,150 bytes, SHA-256 cfa81a5c104198f8ca41ab4d88a42b0f954d6b242cad023bb222ee6dd0d2ed53) with the updated R5 dataset card live and publicly verified.
  4. External Re-Testing Boundary: Self-published summary of public-facing controls at their recorded timestamps; external TLS/header grades must always be retested directly at the linked public endpoints.

3. License & Attribution (CC BY 4.0)

Released under Creative Commons Attribution 4.0 International (CC BY 4.0). Attribute Atlas by FreedomCore and link to the Security Posture Dataset Page.

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