pipeline_rpc_client.py

# Copyright (c) 2020 PaddlePaddle Authors. All Rights Reserved.
#
# 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.
try:
    from paddle_serving_server_gpu.pipeline import PipelineClient
except ImportError:
    from paddle_serving_server.pipeline import PipelineClient
import base64

client = PipelineClient()
client.connect(['127.0.0.1:9994'])
imgpath = "daoxiangcunjinzhubing_6.jpg"

def cv2_to_base64(image):
    return base64.b64encode(image).decode('utf8')

if __name__ == "__main__":
    with open(imgpath, 'rb') as file:
        image_data = file.read()
    image = cv2_to_base64(image_data)

    for i in range(1):
        ret = client.predict(feed_dict={"image": image}, fetch=["result"])
        print(ret)