
    i                     *    S SK rS SKrS SKrS SKrS rg)    Nc                  8   Sn Sn[         R                  R                  U5      (       dF  [        R                  " U 5      n[        US5       nUR                  UR                  5        S S S 5        [        R                  " USSS S9n[        R                  " UR                  S S S2S S 24   UR                  SS S2S S24   /5      n[        R                  " US	S
9nUR                  SS S2S4   n[        R                  " / SQSS9nXVUS.$ ! , (       d  f       N= f)Nz'http://lib.stat.cmu.edu/datasets/bostonz/tmp/bostonHousingData.txtwz\s+   )sepskiprowsheader      C)order)CRIMZNINDUSCHASNOXRMAGEDISRADTAXPTRATIOBLSTATz<U7)dtype)datatargetfeature_names)ospathisfilerequestsgetopenwritetextpdread_csvnphstackvaluesarray)DATA_URL
LOCAL_FILErfraw_dfr   r   r   s           U/var/www/html/ai-image-ml/venv/lib/python3.13/site-packages/coremltools/test/utils.pyload_bostonr2      s    8H-J77>>*%%LL"*c"aGGAFFO # [[DIF99fmmCaCF+V]]14a4!8-DEFD88D$D]]14a47#FHH >EJLM ]KK #"s   D
D)os.pathr   numpyr(   pandasr&   r!   r2        r1   <module>r8      s       Lr7   