+
+ +
+
+
+
+
+This is the input picture + +
+
+
+
+
+ +This is the picture after adding bbox. You can see that the client has done post-processing for the picture. In addition, the output/bbox.json also has the number and coordinate information of each box. diff --git a/python/examples/detection/faster_rcnn_r50_fpn_1x_coco/README_CN.md b/python/examples/detection/faster_rcnn_r50_fpn_1x_coco/README_CN.md new file mode 100644 index 0000000000000000000000000000000000000000..8e3d387d4a2918104c24f8e71048e59d1b51e6c2 --- /dev/null +++ b/python/examples/detection/faster_rcnn_r50_fpn_1x_coco/README_CN.md @@ -0,0 +1,35 @@ +# 使用Paddle Serving部署Faster RCNN模型 + +(简体中文|[English](./README.md)) + +## 获得Faster RCNN模型 +``` +wget --no-check-certificate https://paddle-serving.bj.bcebos.com/pddet_demo/2.0/faster_rcnn_r50_fpn_1x_coco.tar +``` + + +### 启动服务 +``` +tar xf faster_rcnn_r50_fpn_1x_coco.tar +python -m paddle_serving_server_gpu.serve --model pddet_serving_model --port 9494 --gpu_ids 0 +``` + +### 执行预测 +``` +python test_client.py 000000570688.jpg +``` + +## 3. 结果分析 +
+
+
+
+
+这是输入图片 + +
+
+
+
+
+这是实现添加了bbox之后的图片，可以看到客户端已经为图片做好了后处理，此外在output/bbox.json也有各个框的编号和坐标信息。 diff --git a/python/examples/detection/faster_rcnn_r50_fpn_1x_coco/label_list.txt b/python/examples/detection/faster_rcnn_r50_fpn_1x_coco/label_list.txt new file mode 100644 index 0000000000000000000000000000000000000000..941cb4e1392266f6a6c09b1fdc5f79503b2e5df6 --- /dev/null +++ b/python/examples/detection/faster_rcnn_r50_fpn_1x_coco/label_list.txt @@ -0,0 +1,80 @@ +person +bicycle +car +motorcycle +airplane +bus +train +truck +boat +traffic light +fire hydrant +stop sign +parking meter +bench +bird +cat +dog +horse +sheep +cow +elephant +bear +zebra +giraffe +backpack +umbrella +handbag +tie +suitcase +frisbee +skis +snowboard +sports ball +kite +baseball bat +baseball glove +skateboard +surfboard +tennis racket +bottle +wine glass +cup +fork +knife +spoon +bowl +banana +apple +sandwich +orange +broccoli +carrot +hot dog +pizza +donut +cake +chair +couch +potted plant +bed +dining table +toilet +tv +laptop +mouse +remote +keyboard +cell phone +microwave +oven +toaster +sink +refrigerator +book +clock +vase +scissors +teddy bear +hair drier +toothbrush diff --git a/python/examples/detection/faster_rcnn_r50_fpn_1x_coco/test_client.py b/python/examples/detection/faster_rcnn_r50_fpn_1x_coco/test_client.py new file mode 100755 index 0000000000000000000000000000000000000000..a81f53dced2076615e14d05c844a91e40da19321 --- /dev/null +++ b/python/examples/detection/faster_rcnn_r50_fpn_1x_coco/test_client.py @@ -0,0 +1,43 @@ +# 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. + +from paddle_serving_client import Client +from paddle_serving_app.reader import * +import sys +import numpy as np + +preprocess = Sequential([ + File2Image(), BGR2RGB(), Div(255.0), + Normalize([0.485, 0.456, 0.406], [0.229, 0.224, 0.225], False), + Resize(640, 640), Transpose((2, 0, 1)) +]) + +postprocess = RCNNPostprocess("label_list.txt", "output") +client = Client() + +client.load_client_config("serving_client/serving_client_conf.prototxt") +client.connect(['127.0.0.1:9494']) + +im = preprocess(sys.argv[1]) +fetch_map = client.predict( + feed={ + "image": im, + "im_shape": np.array(list(im.shape[1:])).reshape(-1), + "scale_factor": np.array([1.0, 1.0]).reshape(-1), + }, + fetch=["save_infer_model/scale_0.tmp_1"], + batch=False) +print(fetch_map) +fetch_map["image"] = sys.argv[1] +postprocess(fetch_map) diff --git a/python/examples/detection/ppyolo_r50vd_dcn_1x_coco/000000570688.jpg b/python/examples/detection/ppyolo_r50vd_dcn_1x_coco/000000570688.jpg new file mode 100644 index 0000000000000000000000000000000000000000..cb304bd56c4010c08611a30dcca58ea9140cea54 Binary files /dev/null and b/python/examples/detection/ppyolo_r50vd_dcn_1x_coco/000000570688.jpg differ diff --git a/python/examples/detection/ppyolo_r50vd_dcn_1x_coco/README.md b/python/examples/detection/ppyolo_r50vd_dcn_1x_coco/README.md new file mode 100644 index 0000000000000000000000000000000000000000..7bad9c1e7a2decedcf736f73e5692ade7c1ae7d6 --- /dev/null +++ b/python/examples/detection/ppyolo_r50vd_dcn_1x_coco/README.md @@ -0,0 +1,20 @@ +# PP-YOLO model on Paddle Serving + +([简体中文](./README_CN.md)|English) + +### Get The Model +``` +wget --no-check-certificate https://paddle-serving.bj.bcebos.com/pddet_demo/2.0/ppyolo_r50vd_dcn_1x_coco.tar +``` + +### Start the service +``` +tar xf ppyolo_r50vd_dcn_1x_coco.tar +python -m paddle_serving_server_gpu.serve --model serving_server --port 9494 --gpu_ids 0 +``` + +### Perform prediction +``` +python test_client.py 000000570688.jpg +``` + diff --git a/python/examples/detection/ppyolo_r50vd_dcn_1x_coco/README_CN.md b/python/examples/detection/ppyolo_r50vd_dcn_1x_coco/README_CN.md new file mode 100644 index 0000000000000000000000000000000000000000..2b8c1c63844c703679c480953494c917a78b829c --- /dev/null +++ b/python/examples/detection/ppyolo_r50vd_dcn_1x_coco/README_CN.md @@ -0,0 +1,21 @@ +# 使用Paddle Serving部署PP-YOLO模型 + +(简体中文|[English](./README.md)) + +## 获得模型 +``` +wget --no-check-certificate https://paddle-serving.bj.bcebos.com/pddet_demo/2.0/ppyolo_r50vd_dcn_1x_coco.tar +``` + + +### 启动服务 +``` +tar xf ppyolo_r50vd_dcn_1x_coco.tar +python -m paddle_serving_server_gpu.serve --model pddet_serving_model --port 9494 --gpu_ids 0 +``` + +### 执行预测 +``` +python test_client.py 000000570688.jpg +``` + diff --git a/python/examples/detection/ppyolo_r50vd_dcn_1x_coco/label_list.txt b/python/examples/detection/ppyolo_r50vd_dcn_1x_coco/label_list.txt new file mode 100644 index 0000000000000000000000000000000000000000..941cb4e1392266f6a6c09b1fdc5f79503b2e5df6 --- /dev/null +++ b/python/examples/detection/ppyolo_r50vd_dcn_1x_coco/label_list.txt @@ -0,0 +1,80 @@ +person +bicycle +car +motorcycle +airplane +bus +train +truck +boat +traffic light +fire hydrant +stop sign +parking meter +bench +bird +cat +dog +horse +sheep +cow +elephant +bear +zebra +giraffe +backpack +umbrella +handbag +tie +suitcase +frisbee +skis +snowboard +sports ball +kite +baseball bat +baseball glove +skateboard +surfboard +tennis racket +bottle +wine glass +cup +fork +knife +spoon +bowl +banana +apple +sandwich +orange +broccoli +carrot +hot dog +pizza +donut +cake +chair +couch +potted plant +bed +dining table +toilet +tv +laptop +mouse +remote +keyboard +cell phone +microwave +oven +toaster +sink +refrigerator +book +clock +vase +scissors +teddy bear +hair drier +toothbrush diff --git a/python/examples/detection/ppyolo_r50vd_dcn_1x_coco/test_client.py b/python/examples/detection/ppyolo_r50vd_dcn_1x_coco/test_client.py new file mode 100755 index 0000000000000000000000000000000000000000..dc3b2b77dc07822a3d69a85a7c38690c58a442c2 --- /dev/null +++ b/python/examples/detection/ppyolo_r50vd_dcn_1x_coco/test_client.py @@ -0,0 +1,43 @@ +# 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. + +from paddle_serving_client import Client +from paddle_serving_app.reader import * +import sys +import numpy as np + +preprocess = Sequential([ + File2Image(), BGR2RGB(), Div(255.0), + Normalize([0.485, 0.456, 0.406], [0.229, 0.224, 0.225], False), + Resize((608, 608)), Transpose((2, 0, 1)) +]) + +postprocess = RCNNPostprocess("label_list.txt", "output") +client = Client() + +client.load_client_config("serving_client/serving_client_conf.prototxt") +client.connect(['127.0.0.1:9494']) + +im = preprocess(sys.argv[1]) +fetch_map = client.predict( + feed={ + "image": im, + "im_shape": np.array(list(im.shape[1:])).reshape(-1), + "scale_factor": np.array([1.0, 1.0]).reshape(-1), + }, + fetch=["save_infer_model/scale_0.tmp_1"], + batch=False) +print(fetch_map) +fetch_map["image"] = sys.argv[1] +postprocess(fetch_map) diff --git a/python/examples/detection/ttfnet_darknet53_1x_coco/000000570688.jpg b/python/examples/detection/ttfnet_darknet53_1x_coco/000000570688.jpg new file mode 100644 index 0000000000000000000000000000000000000000..cb304bd56c4010c08611a30dcca58ea9140cea54 Binary files /dev/null and b/python/examples/detection/ttfnet_darknet53_1x_coco/000000570688.jpg differ diff --git a/python/examples/detection/ttfnet_darknet53_1x_coco/README.md b/python/examples/detection/ttfnet_darknet53_1x_coco/README.md new file mode 100644 index 0000000000000000000000000000000000000000..530c6e445b4deffdd28c791c4f0bac6f3479a9ef --- /dev/null +++ b/python/examples/detection/ttfnet_darknet53_1x_coco/README.md @@ -0,0 +1,20 @@ +# TTF-Net model on Paddle Serving + +([简体中文](./README_CN.md)|English) + +### Get Model +``` +wget --no-check-certificate https://paddle-serving.bj.bcebos.com/pddet_demo/2.0/ttfnet_darknet53_1x_coco.tar +``` + +### Start the service +``` +tar xf ttfnet_darknet53_1x_coco.tar +python -m paddle_serving_server_gpu.serve --model serving_server --port 9494 --gpu_ids 0 +``` + +### Perform prediction +``` +python test_client.py 000000570688.jpg +``` + diff --git a/python/examples/detection/ttfnet_darknet53_1x_coco/README_CN.md b/python/examples/detection/ttfnet_darknet53_1x_coco/README_CN.md new file mode 100644 index 0000000000000000000000000000000000000000..28cf7cf6ab04882a67480404216ce29e3983a185 --- /dev/null +++ b/python/examples/detection/ttfnet_darknet53_1x_coco/README_CN.md @@ -0,0 +1,21 @@ +# 使用Paddle Serving部署TTF-Net模型 + +(简体中文|[English](./README.md)) + +## 获得模型 +``` +wget --no-check-certificate https://paddle-serving.bj.bcebos.com/pddet_demo/2.0/ttfnet_darknet53_1x_coco.tar +``` + + +### 启动服务 +``` +tar xf ttfnet_darknet53_1x_coco.tar +python -m paddle_serving_server_gpu.serve --model pddet_serving_model --port 9494 --gpu_ids 0 +``` + +### 执行预测 +``` +python test_client.py 000000570688.jpg +``` + diff --git a/python/examples/detection/ttfnet_darknet53_1x_coco/label_list.txt b/python/examples/detection/ttfnet_darknet53_1x_coco/label_list.txt new file mode 100644 index 0000000000000000000000000000000000000000..941cb4e1392266f6a6c09b1fdc5f79503b2e5df6 --- /dev/null +++ b/python/examples/detection/ttfnet_darknet53_1x_coco/label_list.txt @@ -0,0 +1,80 @@ +person +bicycle +car +motorcycle +airplane +bus +train +truck +boat +traffic light +fire hydrant +stop sign +parking meter +bench +bird +cat +dog +horse +sheep +cow +elephant +bear +zebra +giraffe +backpack +umbrella +handbag +tie +suitcase +frisbee +skis +snowboard +sports ball +kite +baseball bat +baseball glove +skateboard +surfboard +tennis racket +bottle +wine glass +cup +fork +knife +spoon +bowl +banana +apple +sandwich +orange +broccoli +carrot +hot dog +pizza +donut +cake +chair +couch +potted plant +bed +dining table +toilet +tv +laptop +mouse +remote +keyboard +cell phone +microwave +oven +toaster +sink +refrigerator +book +clock +vase +scissors +teddy bear +hair drier +toothbrush diff --git a/python/examples/detection/ttfnet_darknet53_1x_coco/test_client.py b/python/examples/detection/ttfnet_darknet53_1x_coco/test_client.py new file mode 100755 index 0000000000000000000000000000000000000000..59024d010a27c1569b5a07afd4508ad19894d89e --- /dev/null +++ b/python/examples/detection/ttfnet_darknet53_1x_coco/test_client.py @@ -0,0 +1,40 @@ +# 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. + +from paddle_serving_client import Client +from paddle_serving_app.reader import * +import sys +import numpy as np + +preprocess = Sequential([ + File2Image(), BGR2RGB(), + Normalize([123.675, 116.28, 103.53], [58.395, 57.12, 57.375], False), + Resize((512, 512)), Transpose((2, 0, 1)) +]) + +postprocess = RCNNPostprocess("label_list.txt", "output") +client = Client() + +client.load_client_config("serving_client/serving_client_conf.prototxt") +client.connect(['127.0.0.1:9494']) + +im = preprocess(sys.argv[1]) +fetch_map = client.predict( + feed={ + "image": im, + "scale_factor": np.array([1.0, 1.0]).reshape(-1), + }, + fetch=["save_infer_model/scale_0.tmp_1"], + batch=False) +print(fetch_map) diff --git a/python/examples/detection/yolov3_darknet53_270e_coco/000000570688.jpg b/python/examples/detection/yolov3_darknet53_270e_coco/000000570688.jpg new file mode 100644 index 0000000000000000000000000000000000000000..cb304bd56c4010c08611a30dcca58ea9140cea54 Binary files /dev/null and b/python/examples/detection/yolov3_darknet53_270e_coco/000000570688.jpg differ diff --git a/python/examples/detection/yolov3_darknet53_270e_coco/README.md b/python/examples/detection/yolov3_darknet53_270e_coco/README.md new file mode 100644 index 0000000000000000000000000000000000000000..c3d7638d12b7c1fd4c0da246acea70b4a816e366 --- /dev/null +++ b/python/examples/detection/yolov3_darknet53_270e_coco/README.md @@ -0,0 +1,20 @@ +# YOLOv3 model on Paddle Serving + +([简体中文](./README_CN.md)|English) + +### Get Model +``` +wget --no-check-certificate https://paddle-serving.bj.bcebos.com/pddet_demo/2.0/yolov3_darknet53_270e_coco.tar +``` + +### Start the service +``` +tar xf yolov3_darknet53_270e_coco.tar +python -m paddle_serving_server_gpu.serve --model serving_server --port 9494 --gpu_ids 0 +``` + +### Perform prediction +``` +python test_client.py 000000570688.jpg +``` + diff --git a/python/examples/detection/yolov3_darknet53_270e_coco/README_CN.md b/python/examples/detection/yolov3_darknet53_270e_coco/README_CN.md new file mode 100644 index 0000000000000000000000000000000000000000..1f80df8f77f301c74e08088be3bdaa5fd8c4c75a --- /dev/null +++ b/python/examples/detection/yolov3_darknet53_270e_coco/README_CN.md @@ -0,0 +1,21 @@ +# 使用Paddle Serving部署YOLOv3模型 + +(简体中文|[English](./README.md)) + +## 获得模型 +``` +wget --no-check-certificate https://paddle-serving.bj.bcebos.com/pddet_demo/2.0/yolov3_darknet53_270e_coco.tar +``` + + +### 启动服务 +``` +tar xf yolov3_darknet53_270e_coco.tar +python -m paddle_serving_server_gpu.serve --model pddet_serving_model --port 9494 --gpu_ids 0 +``` + +### 执行预测 +``` +python test_client.py 000000570688.jpg +``` + diff --git a/python/examples/detection/yolov3_darknet53_270e_coco/label_list.txt b/python/examples/detection/yolov3_darknet53_270e_coco/label_list.txt new file mode 100644 index 0000000000000000000000000000000000000000..941cb4e1392266f6a6c09b1fdc5f79503b2e5df6 --- /dev/null +++ b/python/examples/detection/yolov3_darknet53_270e_coco/label_list.txt @@ -0,0 +1,80 @@ +person +bicycle +car +motorcycle +airplane +bus +train +truck +boat +traffic light +fire hydrant +stop sign +parking meter +bench +bird +cat +dog +horse +sheep +cow +elephant +bear +zebra +giraffe +backpack +umbrella +handbag +tie +suitcase +frisbee +skis +snowboard +sports ball +kite +baseball bat +baseball glove +skateboard +surfboard +tennis racket +bottle +wine glass +cup +fork +knife +spoon +bowl +banana +apple +sandwich +orange +broccoli +carrot +hot dog +pizza +donut +cake +chair +couch +potted plant +bed +dining table +toilet +tv +laptop +mouse +remote +keyboard +cell phone +microwave +oven +toaster +sink +refrigerator +book +clock +vase +scissors +teddy bear +hair drier +toothbrush diff --git a/python/examples/detection/yolov3_darknet53_270e_coco/test_client.py b/python/examples/detection/yolov3_darknet53_270e_coco/test_client.py new file mode 100644 index 0000000000000000000000000000000000000000..dc3b2b77dc07822a3d69a85a7c38690c58a442c2 --- /dev/null +++ b/python/examples/detection/yolov3_darknet53_270e_coco/test_client.py @@ -0,0 +1,43 @@ +# 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. + +from paddle_serving_client import Client +from paddle_serving_app.reader import * +import sys +import numpy as np + +preprocess = Sequential([ + File2Image(), BGR2RGB(), Div(255.0), + Normalize([0.485, 0.456, 0.406], [0.229, 0.224, 0.225], False), + Resize((608, 608)), Transpose((2, 0, 1)) +]) + +postprocess = RCNNPostprocess("label_list.txt", "output") +client = Client() + +client.load_client_config("serving_client/serving_client_conf.prototxt") +client.connect(['127.0.0.1:9494']) + +im = preprocess(sys.argv[1]) +fetch_map = client.predict( + feed={ + "image": im, + "im_shape": np.array(list(im.shape[1:])).reshape(-1), + "scale_factor": np.array([1.0, 1.0]).reshape(-1), + }, + fetch=["save_infer_model/scale_0.tmp_1"], + batch=False) +print(fetch_map) +fetch_map["image"] = sys.argv[1] +postprocess(fetch_map) diff --git a/python/examples/faster_rcnn/README.md b/python/examples/faster_rcnn/README.md index e31f734e2b8f04ee4cd35258f9da81672b2caf88..a0167bd112650d4e8873beec29dde6fa4d20e3e8 100644 --- a/python/examples/faster_rcnn/README.md +++ b/python/examples/faster_rcnn/README.md @@ -4,21 +4,20 @@ ### Get The Faster RCNN Model ``` -wget --no-check-certificate https://paddle-serving.bj.bcebos.com/pddet_demo/faster_rcnn_model.tar.gz +wget --no-check-certificate https://paddle-serving.bj.bcebos.com/pddet_demo/2.0/faster_rcnn.tar.gz wget --no-check-certificate https://paddle-serving.bj.bcebos.com/pddet_demo/infer_cfg.yml ``` If you want to have more detection models, please refer to [Paddle Detection Model Zoo](https://github.com/PaddlePaddle/PaddleDetection/blob/release/0.2/docs/MODEL_ZOO_cn.md) ### Start the service ``` -tar xf faster_rcnn_model.tar.gz -mv faster_rcnn_model/pddet* . -GLOG_v=2 python -m paddle_serving_server_gpu.serve --model pddet_serving_model --port 9494 --gpu_ids 0 +tar xf faster_rcnn.tar.gz +GLOG_v=2 python -m paddle_serving_server_gpu.serve --model serving_server --port 9494 --gpu_ids 0 ``` ### Perform prediction ``` -python test_client.py pddet_client_conf/serving_client_conf.prototxt infer_cfg.yml 000000570688.jpg +python test_client.py serving_client/serving_client_conf.prototxt infer_cfg.yml 000000570688.jpg ``` ## 3. Result analysis diff --git a/python/examples/faster_rcnn/test_client.py b/python/examples/faster_rcnn/test_client.py index 98a1c8f4df087a71891d2a3c89e8fca64f701854..0ee1fbbd85a1c86d82f89ae00b03394846ca2446 100755 --- a/python/examples/faster_rcnn/test_client.py +++ b/python/examples/faster_rcnn/test_client.py @@ -23,7 +23,7 @@ preprocess = Sequential([ Resize(640, 640), Transpose((2, 0, 1)) ]) -postprocess = RCNNPostprocess("label_list.txt", "output") +postprocess = RCNNPostprocess("yolo_list.txt", "output") client = Client() client.load_client_config(sys.argv[1]) @@ -36,7 +36,6 @@ fetch_map = client.predict( "im_info": np.array(list(im.shape[1:]) + [1.0]), "im_shape": np.array(list(im.shape[1:]) + [1.0]) }, - fetch=["multiclass_nms"], + fetch=["save_infer_model/scale_2.tmp_1", "save_infer_model/scale_3.tmp_1"], batch=False) -fetch_map["image"] = sys.argv[3] -postprocess(fetch_map) +print(fetch_map) diff --git a/python/setup.py.app.in b/python/setup.py.app.in index 5cb2d137c8491e461e8b3149e8faf7c82512020a..14dcb7b5449dd5aa0967bb845c0ec0df20b01d8f 100644 --- a/python/setup.py.app.in +++ b/python/setup.py.app.in @@ -32,7 +32,7 @@ if '${PACK}' == 'ON': REQUIRED_PACKAGES = [ - 'six >= 1.10.0', 'sentencepiece', 'opencv-python', 'pillow', + 'six >= 1.10.0', 'sentencepiece<=0.1.83', 'opencv-python<=4.2.0.32', 'pillow', 'pyclipper' ] diff --git a/python/setup.py.client.in b/python/setup.py.client.in index 319ae9b24899e99e72f3de8612c44b1ae0d269f2..7b4ef6310240c0fc9f245d60d61ece6f7845fc9a 100644 --- a/python/setup.py.client.in +++ b/python/setup.py.client.in @@ -44,7 +44,7 @@ if '${PACK}' == 'ON': REQUIRED_PACKAGES = [ 'six >= 1.10.0', 'protobuf >= 3.11.0', 'numpy >= 1.12', 'grpcio <= 1.33.2', - 'grpcio-tools <= 1.33.2' + 'grpcio-tools <= 1.33.2', 'requests' ]