You signed in with another tab or window. Reload to refresh your session.You signed out in another tab or window. Reload to refresh your session.You switched accounts on another tab or window. Reload to refresh your session.Dismiss alert
SELECT (<number>) NOT IN (CASE <column> WHEN <number> THEN <number> END) FROM <table> brings different results, when using CPU and GPU execution.
What you expected to happen:
It is the same result, when using CPU and GPU execution.
Minimal Complete Verifiable Example:
importpandasaspdimportdask.dataframeasddfromdask_sqlimportContextc=Context()
df0=pd.DataFrame({
'c0': [0.1],
})
t0=dd.from_pandas(df0, npartitions=1)
c.create_table('t0', t0, gpu=False)
c.create_table('t0_gpu', t0, gpu=True)
print('CPU Result:')
result1=c.sql("SELECT (0.1) NOT IN (CASE t0.c0 WHEN 1 THEN 2 END) FROM t0").compute()
print(result1)
print('GPU Result:')
result2=c.sql("SELECT (0.1) NOT IN (CASE t0_gpu.c0 WHEN 1 THEN 2 END) FROM t0_gpu").compute()
print(result2)
Result:
INFO:numba.cuda.cudadrv.driver:init
CPU Result:
Float64(0.1) NOT IN (Map { iter: Iter([CASE t0.c0 WHEN Int64(1) THEN Int64(2) END]) })
0 True
GPU Result:
Float64(0.1) NOT IN (Map { iter: Iter([CASE t0_gpu.c0 WHEN Int64(1) THEN Int64(2) END]) })
0 <NA>
INFO:numba.cuda.cudadrv.driver:add pending dealloc: module_unload ? bytes
What happened:
SELECT (<number>) NOT IN (CASE <column> WHEN <number> THEN <number> END) FROM <table> brings different results, when using CPU and GPU execution.
What you expected to happen:
It is the same result, when using CPU and GPU execution.
Minimal Complete Verifiable Example:
Result:
Anything else we need to know?:
Environment:
The text was updated successfully, but these errors were encountered: