# brf registry prepare verification — canonical content hash — Python 3.8.20
# generated 2026-10-01 07:25:34 CST
# command: python scripts/compute_prepare_hashes.py --verify
#
# SUPERSEDED. Produced before compute_prepare_sha256 was changed to hash
# canonical bytes. Under the old np.save() byte-stream scheme this run reported 26
# false MISMATCHes against data that was element-for-element identical to the
# 3.13 run. Retained as the evidence that motivated the canonical encoding.

  abalone... MISMATCH
    expected: 5b6b32a69477bea5675cb302e1d6a945...
    actual:   32041fecd1f68c3c7c1f37716a1546c2...
  air_quality... OK (e78a0ea54f9dc86d...)
  airfoil... OK (be1cb863965a847b...)
  assistments... MISMATCH
    expected: fb0d83a83cd4eecf4eafa52f7c6100ee...
    actual:   0890b8928350b4a946f931a3b2e258fd...
  auto_mpg... MISMATCH
    expected: 41551b5d3f9a5feb37fc3a6532991dfd...
    actual:   b4907d473fe1733c5f987cebfce72a0a...
  bike_sharing... MISMATCH
    expected: 5a55a9c0ef9a1ab85fa02e167d6254ea...
    actual:   76c62f8826fe0e841e4d7a1b8f672b5e...
  boston_housing... OK (ff3c536970b60eec...)
  breast_cancer... ERROR: No module named 'sklearn'
  california_housing... ERROR: No module named 'sklearn'
  ccpp... OK (50d712fc6096d18b...)
  climate_weather... ERROR: No module named 'sklearn'
  college_scorecard... MISMATCH
    expected: ae9a804d4def1a5aee8ef39f6a96693e...
    actual:   ad66a2c2fed247d753dc7e0f051956f0...
  colleges_aaup... MISMATCH
    expected: 71e1b7db1f017580fdc8ecbae641e47f...
    actual:   089661e485c416b01bd82f7a04c1e164...
  colleges_usnews... ERROR: No module named 'scipy'
  concrete... OK (d827c72762e42f6a...)
  cpu_act... MISMATCH
    expected: 8507aed1b25e7f879780e7a60f59cb06...
    actual:   329e1ff0462193a08089ac584dd70f00...
  credit_card... ERROR: No module named 'sklearn'
  customer_churn... ERROR: No module named 'sklearn'
  diabetes... ERROR: No module named 'sklearn'
  electricity... ERROR: No module named 'sklearn'
  energy_building... MISMATCH
    expected: a587b2900e50f0493714966c16e6af6d...
    actual:   0f14736ee89295f4279c9d30d4ae84ca...
  energy_efficiency... OK (56a8509c2811ad32...)
  entrance_exam... MISMATCH
    expected: 73daf60a69b19a9ac2ff9a2d610e1af0...
    actual:   066807ff742bc4f8b0e7f18e34f6b3c5...
  german_credit... ERROR: No module named 'sklearn'
  higher_ed... MISMATCH
    expected: 71b480e5744f32b139fca955a86af930...
    actual:   d1ef86ac2d396ed20f8fcc701049bcb5...
  kaggle_students_performance... ERROR: No module named 'kagglehub'
  kdd_cup_2010... MISMATCH
    expected: f5379171e250daf624767701640e6243...
    actual:   1a18aff48cad57cc155cd8928ceb96d5...
  law_school... MISMATCH
    expected: d99966e6e23e8774b53634c292df0877...
    actual:   12945ab4890ddd8803fafd3af08cf2ef...
  linnerud... ERROR: No module named 'sklearn'
  mathe... MISMATCH
    expected: 39ef0dae8f556e1ca526bb9551c3b7a6...
    actual:   11d772e492f9b6caa11ed30cb64ee1cb...
  mm_tba... ERROR: No module named 'openpyxl'
  nursery... MISMATCH
    expected: 3ba69383b901493d654b4e38cce34beb...
    actual:   866a472bfbe942924097e848238487cb...
  oli... MISMATCH
    expected: 584b1624cf141fac677fb6d81d43eb9f...
    actual:   4e0bd241e17c139603ad18a752f796fc...
  olympics... MISMATCH
    expected: 2f499125556a7f4221b0a9029d82a6ec...
    actual:   337b4dc3f214fe0aaf73f83e7ed6873e...
  oulad... MISMATCH
    expected: 160907b3b6f20ee6ec6960c15559f080...
    actual:   f1b56a2e4f40cff7e34663eae01c0552...
  pisa2015... ERROR: No module named 'pyreadstat'
  pollution... OK (02b01fb8648921c0...)
  real_estate... OK (33b6e420f4961959...)
  seoul_bike... MISMATCH
    expected: 3e349da8a18d80a4462c34627e04ccbb...
    actual:   36673a5b15a5a29c47d0eee19f816024...
  student_absences... ERROR: No module named 'kagglehub'
  student_depression... MISMATCH
    expected: 959f6b8a2ff303fe598525f322b5aa14...
    actual:   8a6e5bf75ce598602461b28dd2e1f49e...
  student_dropout... MISMATCH
    expected: 44f0577f5da770ade95934c476243714...
    actual:   dbbfb63f5818677e00ac26bb1435641c...
  student_health... ERROR: No module named 'kagglehub'
  students_exam_scores... MISMATCH
    expected: 209266b41fbda02c661e7c350deec769...
    actual:   7be836a4e719f04e6db4df617a877b65...
  tae... OK (d05565e68408f503...)
  turkiye... MISMATCH
    expected: 54dc857070e80e8217d7e14c92653b56...
    actual:   29466167772a3dabb964fa689ea20579...
  uci_student... MISMATCH
    expected: fca0d5cb95050125554cd5ca841c2b0e...
    actual:   3056d3cb28d419c249ad14984c388fec...
  uci_student_math... MISMATCH
    expected: 121c895f712f8492be1a932a5810d6ab...
    actual:   d91e9ed9827d3bcf42c676662204a486...
  wine_quality... MISMATCH
    expected: fab3c99e6cae7f91afc9a5ceee877955...
    actual:   f32af70bccc532bd553c35a671982896...
  xapi_edu... MISMATCH
    expected: 2b6bae74d0261408955484b4f4790c04...
    actual:   d7329eb246a08a980061fbccd7d701dc...
  yacht... OK (3c571dcc684e1a38...)
