def test_missing_script_function(use_cluster):
"""User requests to run a function not in the script"""
c = Client(None, use_cluster)
c.set_function("bad-function", bad_function)
with pytest.raises(RedisReplyError):
c.run_script("bad-function", "not-a-function-in-script",
["bad-func-tensor"], ["output"])
def test_run_script(use_cluster):
data = np.array([[1, 2, 3, 4, 5]])
c = Client(None, use_cluster)
c.put_tensor("script-test-data", data)
c.set_function("one-to-one", one_to_one)
c.run_script("one-to-one", "one_to_one", ["script-test-data"], ["script-test-out"])
out = c.get_tensor("script-test-out")
assert out == 5
def test_bad_function_execution(use_cluster):
"""Error raised inside function"""
c = Client(None, use_cluster)
c.set_function("bad-function", bad_function)
data = np.array([1, 2, 3, 4])
c.put_tensor("bad-func-tensor", data)
with pytest.raises(RedisReplyError):
c.run_script("bad-function", "bad_function", ["bad-func-tensor"],
["output"])
def test_run_script_multi(use_cluster):
data = np.array([[1, 2, 3, 4]])
data_2 = np.array([[5, 6, 7, 8]])
c = Client(None, use_cluster)
c.put_tensor("srpt-multi-out-data-1", data)
c.put_tensor("srpt-multi-out-data-2", data_2)
c.set_function("two-to-one", two_to_one)
c.run_script(
"two-to-one",
"two_to_one",
["srpt-multi-out-data-1", "srpt-multi-out-data-2"],
["srpt-multi-out-output"],
)
out = c.get_tensor("srpt-multi-out-output")
expected = np.array([4, 8])
np.testing.assert_array_equal(
out, expected, "Returned array from script not equal to expected result"
)
Two inputs to one output
"""
# return the highest element
merged = torch.cat((data, data_2))
return merged.max(1)[0]
# Connect a SmartRedis client to the Redis database
db_address = "127.0.0.1:6379"
client = Client(address=db_address, cluster=False)
# Generate some test data to feed to the two_to_one function
data = np.array([[1, 2, 3, 4]])
data_2 = np.array([[5, 6, 7, 8]])
# Put the test data into the Redis database
client.put_tensor("script-data-1", data)
client.put_tensor("script-data-2", data_2)
# Put the function into the Redis database
client.set_function("two-to-one", two_to_one)
# Run the script using the test data
client.run_script(
"two-to-one",
"two_to_one",
["script-data-1", "script-data-2"],
["script-multi-out-output"],
)
# Retrieve the output of the test function
out = client.get_tensor("script-multi-out-output")