reductionista commented on a change in pull request #440: DL: Update 
training_preprocessor_dl to use bytea
URL: https://github.com/apache/madlib/pull/440#discussion_r322485649
 
 

 ##########
 File path: 
src/ports/postgres/modules/deep_learning/test/input_data_preprocessor.sql_in
 ##########
 @@ -197,10 +191,10 @@ SELECT training_preprocessor_dl(
   'x',
   4,
   5);
-SELECT assert(pg_typeof(dependent_var) = 'smallint[]'::regtype, 'One-hot 
encode doesn''t convert into integer array format') FROM 
data_preprocessor_input_batch WHERE buffer_id = 0;
-SELECT assert(array_upper(dependent_var, 2) = 2, 'Incorrect one-hot encode 
dimension') FROM
-  data_preprocessor_input_batch WHERE buffer_id = 0;
-SELECT assert(SUM(y) = 1, 'Incorrect one-hot encode format') FROM (SELECT 
buffer_id, UNNEST(dependent_var[1:1]) as y FROM data_preprocessor_input_batch) 
a WHERE buffer_id = 0;
+SELECT assert(pg_typeof(dependent_var) = 'bytea'::regtype, 'One-hot encode 
doesn''t convert into integer array format') FROM data_preprocessor_input_batch 
WHERE buffer_id = 0;
+SELECT assert(dependent_var_shape = '[1:3][1:2]', 'Incorrect one-hot encode 
dimension') FROM
+   data_preprocessor_input_batch WHERE buffer_id = 0;
 
 Review comment:
   See above

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