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Detailed Assessment with Output Tables

proc cas; percentile.assess table={name='hmeq_scored'}, response='BAD', inputs={{name='P_BAD1'}}, event='1', includeRoc=true, includeLift=true, includeFitStat=true, rocOut={name='roc_results', caslib='casuser', replace=true}, casOut={name='lift_results', caslib='...

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Assuming and Dropping the DATA Role

proc cas; /* Assume the DATA role to manage data access controls */ accessControl.assumeRole / adminRole='DATA'; print 'Current session has assumed the DATA role.'; /* ... perform administrative tasks on caslibs or tables ... */ /* Drop the assumed role to return to normal per...

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Add a Single Attribute to a Table

proc cas; table.attribute / name='CARS' caslib='CASUSER' set='Origin' attributes={{key='DataSource', value='InternalSystem'}}; run; quit;

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Add Multiple Attributes to a Table and a Column

proc cas; table.attribute / name='CARS' caslib='CASUSER' set='Details' attributes={{key='Version', value='1.2'}, {key='Description', value='Manufacturer Suggested Retail Price', column='MSRP'}}; run; quit;

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Update an Existing Attribute

proc cas; table.attribute / task='UPDATE' name='CARS' caslib='CASUSER' set='Details' attributes={{key='Version', value='1.3'}}; run; quit;

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Drop a Specific Attribute

proc cas; table.attribute / task='DROP' name='CARS' caslib='CASUSER' set='Details' attributes={{key='Description', column='MSRP'}}; run; quit;

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Export Attributes to a New CAS Table

proc cas; table.attribute / task='EXPORT' name='CARS' caslib='CASUSER' table='CarAttributes'; run; table.fetch / table='CarAttributes'; run; quit;

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Simple Horizontal Flip

proc cas; image.augmentImages / table={name='my_images', caslib='casuser'}, augmentations={{useWholeImage=TRUE, mutations={horizontalFlip=TRUE}}}, casOut={name='flipped_images', caslib='casuser', replace=TRUE}; quit;

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Creating Patches with a Sliding Window

proc cas; image.augmentImages / table={name='my_images', caslib='casuser'}, augmentations={{ sweepImage=TRUE, width=224, height=224, stepSize=112, verticalStepSize=112 }}, casOut={name='image_patches', caslib='casuser', replace=TRUE}; quit;

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Combining Multiple Mutations

proc cas; image.augmentImages / table={name='my_images', caslib='casuser'}, seed=1234, augmentations={{ useWholeImage=TRUE, mutations={ rotateLeft={type='RANGE', value={0, 30}}, darken={type='RANGE', value={0.1, 0.4}}, horizontalFlip=TRUE } ...