fix readme for demo

python/examples/bert/README.md

@@ -69,7 +69,7 @@ set environmental variable to specify which gpus are used, the command above mea
 ### HTTP Inference 
 
 ```
-curl -H "Content-Type:application/json" -X POST -d '{"words": "hello", "fetch":["pooled_output"]}' http://127.0.0.1:9292/bert/prediction
+curl -H "Content-Type:application/json" -X POST -d '{"feed":[{"words": "hello"}], "fetch":["pooled_output"]}' http://127.0.0.1:9292/bert/prediction
 ```
 
 ### Benchmark

python/examples/bert/README_CN.md

@@ -65,7 +65,7 @@ head data-c.txt | python bert_client.py --model bert_seq128_client/serving_clien
 ### 执行预测
 
 ```
-curl -H "Content-Type:application/json" -X POST -d '{"words": "hello", "fetch":["pooled_output"]}' http://127.0.0.1:9292/bert/prediction
+curl -H "Content-Type:application/json" -X POST -d '{"feed":[{"words": "hello"}], "fetch":["pooled_output"]}' http://127.0.0.1:9292/bert/prediction
 ```
 
 ### Benchmark

python/examples/fit_a_line/README_CN.md

@@ -47,5 +47,5 @@ python -m paddle_serving_server.serve --model uci_housing_model --thread 10 --po
 ### 客户端预测
 
 ``` shell
-curl -H "Content-Type:application/json" -X POST -d '{"x": [0.0137, -0.1136, 0.2553, -0.0692, 0.0582, -0.0727, -0.1583, -0.0584, 0.6283, 0.4919, 0.1856, 0.0795, -0.0332], "fetch":["price"]}' http://127.0.0.1:9393/uci/prediction
+curl -H "Content-Type:application/json" -X POST -d '{"feed":[{"x": [0.0137, -0.1136, 0.2553, -0.0692, 0.0582, -0.0727, -0.1583, -0.0584, 0.6283, 0.4919, 0.1856, 0.0795, -0.0332]}], "fetch":["price"]}' http://127.0.0.1:9393/uci/prediction
 ```

python/examples/imagenet/image_http_client.py

@@ -27,7 +27,7 @@ def predict(image_path, server):
         image = base64.b64encode(open(image_path).read())
     else:
         image = base64.b64encode(open(image_path, "rb").read()).decode("utf-8")
-    req = json.dumps({"image": image, "fetch": ["score"]})
+    req = json.dumps({"feed": [{"image": image}], "fetch": ["score"]})
     r = requests.post(
         server, data=req, headers={"Content-Type": "application/json"})
     try:

python/examples/imdb/README.md

@@ -28,7 +28,7 @@ python text_classify_service.py imdb_cnn_model/ workdir/ 9292 imdb.vocab
 ### HTTP Infer
 
 ```
-curl -H "Content-Type:application/json" -X POST -d '{"words": "i am very sad | 0", "fetch":["prediction"]}' http://127.0.0.1:9292/imdb/prediction
+curl -H "Content-Type:application/json" -X POST -d '{"feed":[{"words": "i am very sad | 0"}], "fetch":["prediction"]}' http://127.0.0.1:9292/imdb/prediction
 ```
 
 ### Benchmark

python/examples/imdb/README_CN.md

@@ -27,7 +27,7 @@ python text_classify_service.py imdb_cnn_model/ workdir/ 9292 imdb.vocab
 ### 执行预测
 
 ```
-curl -H "Content-Type:application/json" -X POST -d '{"words": "i am very sad | 0", "fetch":["prediction"]}' http://127.0.0.1:9292/imdb/prediction
+curl -H "Content-Type:application/json" -X POST -d '{"feed":[{"words": "i am very sad | 0"}], "fetch":["prediction"]}' http://127.0.0.1:9292/imdb/prediction
 ```
 
 ### Benchmark

python/examples/lac/README.md

@@ -28,5 +28,5 @@ python lac_web_service.py jieba_server_model/ lac_workdir 9292
 ### HTTP Infer
 
 ```
-curl -H "Content-Type:application/json" -X POST -d '{"words": "我爱北京天安门", "fetch":["word_seg"]}' http://127.0.0.1:9292/lac/prediction
+curl -H "Content-Type:application/json" -X POST -d '{"feed":[{"words": "我爱北京天安门"}], "fetch":["word_seg"]}' http://127.0.0.1:9292/lac/prediction
 ```

python/examples/lac/README_CN.md

@@ -28,5 +28,5 @@ python lac_web_service.py jieba_server_model/ lac_workdir 9292
 ### 执行HTTP预测
 
 ```
-curl -H "Content-Type:application/json" -X POST -d '{"words": "我爱北京天安门", "fetch":["word_seg"]}' http://127.0.0.1:9292/lac/prediction
+curl -H "Content-Type:application/json" -X POST -d '{"feed":[{"words": "我爱北京天安门"}], "fetch":["word_seg"]}' http://127.0.0.1:9292/lac/prediction
 ```