def test_remote_int32_evaluation(heavydb):
myincr = heavydb.get_caller('myincr')
arange = heavydb.get_caller('arange')
pytest.xfail('SELECT upcasts int32 to int64')
assert_equal(myincr(np.int32(3)), np.int32(4))
assert_equal(arange(3, np.int32(1))['x'], np.arange(3, dtype=np.int32) + 1)
def test_direct_call(heavydb):
heavydb.reset()
@heavydb('double(double)')
def farhenheit2celcius(f):
return (f - 32) * 5 / 9
assert_equal(farhenheit2celcius(40).execute(), np.float32(40 / 9))
def test_remote_float64_evaluation(heavydb):
myincr = heavydb.get_caller('myincr')
arange = heavydb.get_caller('arange')
pytest.xfail('SELECT downcasts float64 to float32')
assert_equal(myincr(np.float64(3.5)), np.float64(4.5))
assert_equal(
arange(3, np.float64(1))['x'],
np.arange(3, dtype=np.float64) + 1)
def test_remote_composite_udtf_udf(heavydb):
"""
TableFunctionExecutionContext.cpp:277 Check failed:
col_buf_ptrs.size() == exe_unit.input_exprs.size() (1 == 2)
"""
myincr = heavydb.get_caller('myincr')
arange = heavydb.get_caller('arange')
r = arange(3, myincr(2))
assert_equal(str(r), ('SELECT x FROM TABLE(arange(CAST(3 AS INT),'
' CAST(myincr(CAST(2 AS BIGINT)) AS BIGINT)))'))
pytest.xfail('udtf(udf) crashes heavydb server')
assert_equal(r['x'], np.arange(3, dtype=np.int64) + 2 + 1)
def test_remote_udf_typeerror(heavydb):
myincr = heavydb.get_caller('myincr')
try:
myincr("abc")
except TypeError as msg:
assert_equal(
str(msg), '''\
found no matching function signature to given argument types:
(string) -> ...
available function signatures:
(int32) -> int32
(int64) -> int64
(float32) -> float32
(float64) -> float64''')
else:
assert 0 # expected TypeError
def test_remote_composite_udf_evaluation(heavydb):
myincr = heavydb.get_caller('myincr')
assert_equal(str(myincr(myincr(3))),
'SELECT myincr(CAST(myincr(CAST(3 AS BIGINT)) AS BIGINT))')
assert_equal(str(myincr(myincr(3, hold=False))),
'SELECT myincr(CAST(4 AS BIGINT))')
assert_equal(myincr(myincr(3), hold=False), 5)
assert_equal(myincr(myincr(3)).execute(), 5)
def test_remote_udtf_typeerror(heavydb):
arange = heavydb.get_caller('arange')
try:
arange(1.2, 0)
except TypeError as msg:
assert_equal(
str(msg), '''\
found no matching function signature to given argument types:
(float64, int64) -> ...
available function signatures:
(int32 size, int64 x0) -> (Column<int64> x)
- UDTF(int32 size, int64 x0, OutputColumn<int64> x)
(int32 size, float64 x0) -> (Column<float64> x)
- UDTF(int32 size, float64 x0, OutputColumn<float64> x)
(int32 size, int32 x0) -> (Column<int32> x)
- UDTF(int32 size, int32 x0, OutputColumn<int32> x)''')
else:
assert 0 # expected TypeError
def test_udtf_string_repr(heavydb):
arange = heavydb.get_caller('arange')
assert_equal(repr(arange), (
"RemoteDispatcher('arange', ['UDTF(int32 size, T x0, OutputColumn<T> x),"
" T=int64|float64|int32, device=cpu'])"))
assert_equal(str(arange),
("arange['UDTF(int32 size, T x0, OutputColumn<T> x),"
" T=int64|float64|int32, device=cpu']"))
assert_equal(repr(arange(5, 0)),
("OmnisciQueryCapsule('SELECT x FROM"
" TABLE(arange(CAST(5 AS INT), CAST(0 AS BIGINT)))')"))
assert_equal(
str(arange(5, 0)),
"SELECT x FROM TABLE(arange(CAST(5 AS INT), CAST(0 AS BIGINT)))")
def test_remote_composite_udtf_evaluation(heavydb):
arange = heavydb.get_caller('arange')
aincr = heavydb.get_caller('aincr')
myincr = heavydb.get_caller('myincr')
r = aincr(arange(3, 1), 2)
assert_equal(
str(r), 'SELECT y FROM TABLE(aincr(CURSOR(SELECT x FROM'
' TABLE(arange(CAST(3 AS INT), CAST(1 AS BIGINT)))), CAST(2 AS BIGINT)))'
)
r = r.execute()
assert_equal(r['y'], np.arange(3, dtype=np.int64) + 1 + 2)
r = arange(3, myincr(2, hold=False))
assert_equal(
str(r),
'SELECT x FROM TABLE(arange(CAST(3 AS INT), CAST(3 AS BIGINT)))')
assert_equal(r.execute()['x'], np.arange(3, dtype=np.int64) + 2 + 1)
def test_remote_udf_evaluation(heavydb):
myincr = heavydb.get_caller('myincr')
assert_equal(str(myincr(3)), 'SELECT myincr(CAST(3 AS BIGINT))')
assert_equal(myincr(3, hold=False), 4)
assert_equal(myincr(3).execute(), 4)
assert_equal(myincr(3.5).execute(), 4.5)
assert_equal(myincr(np.int64(3)).execute(), np.int64(4))
assert_equal(myincr(np.float32(3.5)).execute(), np.float32(4.5))
def test_udf_string_repr(heavydb):
myincr = heavydb.get_caller('myincr')
assert_equal(
repr(myincr),
"RemoteDispatcher('myincr', ['T(T), T=int32|int64|float32|float64'])")
assert_equal(str(myincr), "myincr['T(T), T=int32|int64|float32|float64']")
assert_equal(repr(myincr(5)),
"OmnisciQueryCapsule('SELECT myincr(CAST(5 AS BIGINT))')")
assert_equal(str(myincr(5)), "SELECT myincr(CAST(5 AS BIGINT))")
assert_equal(
repr(myincr(myincr(5))),
"OmnisciQueryCapsule('SELECT myincr(CAST(myincr(CAST(5 AS BIGINT)) AS BIGINT))')"
)
assert_equal(str(myincr(myincr(5))),
"SELECT myincr(CAST(myincr(CAST(5 AS BIGINT)) AS BIGINT))")
def test_remote_udtf_evaluation(heavydb):
arange = heavydb.get_caller('arange')
assert_equal(
str(arange(3, 1)),
'SELECT x FROM TABLE(arange(CAST(3 AS INT), CAST(1 AS BIGINT)))')
assert_equal(
arange(3, 1).execute()['x'], list(np.arange(3, dtype=np.int64) + 1))
assert_equal(
arange(3, 1.5).execute()['x'],
list(np.arange(3, dtype=np.float64) + 1.5))
assert_equal(
arange(np.int32(3), 1).execute()['x'],
list(np.arange(3, dtype=np.int32) + 1))
assert_equal(
arange(3, np.float32(1)).execute()['x'],
np.arange(3, dtype=np.float32) + 1)
assert_equal(
arange(3, np.int64(1)).execute()['x'],
np.arange(3, dtype=np.int64) + 1)
