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# Copyright 2020 Huawei Technologies Co., Ltd
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to in writing, software
# distributed under the License is distributed on an "AS IS" BASIS,
# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
# See the License for the specific language governing permissions and
# limitations under the License.
# ============================================================================
"""client example of add"""
import numpy as np
from mindspore_serving.client import Client
def run_add_common():
"""invoke servable add method add_common"""
client = Client("localhost", 5500, "add", "add_common")
instances = []
# instance 1
x1 = np.asarray([[1, 1], [1, 1]]).astype(np.float32)
x2 = np.asarray([[1, 1], [1, 1]]).astype(np.float32)
instances.append({"x1": x1, "x2": x2})
# instance 2
x1 = np.asarray([[2, 2], [2, 2]]).astype(np.float32)
x2 = np.asarray([[2, 2], [2, 2]]).astype(np.float32)
instances.append({"x1": x1, "x2": x2})
# instance 3
x1 = np.asarray([[3, 3], [3, 3]]).astype(np.float32)
x2 = np.asarray([[3, 3], [3, 3]]).astype(np.float32)
instances.append({"x1": x1, "x2": x2})
result = client.infer(instances)
print(result)
def run_add_cast():
"""invoke servable add method add_cast"""
client = Client("localhost", 5500, "add", "add_cast")
instances = []
x1 = np.ones((2, 2), np.int32)
x2 = np.ones((2, 2), np.int32)
instances.append({"x1": x1, "x2": x2})
result = client.infer(instances)
print(result)
if __name__ == '__main__':
run_add_common()
run_add_cast()
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