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support paddle serving http deploy for text classification (#3378)
* add_http_deploy
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4 changes: 2 additions & 2 deletions
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applications/text_classification/hierarchical/deploy/paddle_serving/config.yml
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67
applications/text_classification/hierarchical/deploy/paddle_serving/http_client.py
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| Original file line number | Diff line number | Diff line change |
|---|---|---|
| @@ -0,0 +1,67 @@ | ||
| # Copyright (c) 2022 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. | ||
| import numpy as np | ||
| from numpy import array | ||
| import requests | ||
| import json | ||
| import sys | ||
|
|
||
|
|
||
| class Runner(object): | ||
|
|
||
| def __init__( | ||
| self, | ||
| server_url: str, | ||
| ): | ||
| self.server_url = server_url | ||
|
|
||
| def Run(self, text, label_list): | ||
| sentence = np.array([t.encode('utf-8') for t in text], dtype=np.object_) | ||
| sentence = sentence.__repr__() | ||
| data = {"key": ["sentence"], "value": [sentence]} | ||
| data = json.dumps(data) | ||
|
|
||
| ret = requests.post(url=self.server_url, data=data) | ||
| ret = ret.json() | ||
| for t, l in zip(text, eval(ret['value'][0])): | ||
| print("text: ", t) | ||
| label = ','.join([label_list[int(ll)] for ll in l.split(',')]) | ||
| print("label: ", label) | ||
| print("--------------------") | ||
| return | ||
|
|
||
|
|
||
| if __name__ == "__main__": | ||
| server_url = "http://127.0.0.1:9878/seq_cls/prediction" | ||
| runner = Runner(server_url) | ||
| text = [ | ||
| "消失的“外企光环”，5月份在华裁员900余人，香饽饽变“臭”了？", "卡车超载致使跨桥侧翻，没那么简单", | ||
| "金属卡扣安装不到位，上海乐扣乐扣贸易有限公司将召回捣碎器1162件" | ||
| ] | ||
| label_list = [ | ||
| '交往', '交往##会见', '交往##感谢', '交往##探班', '交往##点赞', '交往##道歉', '产品行为', | ||
| '产品行为##上映', '产品行为##下架', '产品行为##发布', '产品行为##召回', '产品行为##获奖', '人生', | ||
| '人生##产子/女', '人生##出轨', '人生##分手', '人生##失联', '人生##婚礼', '人生##庆生', '人生##怀孕', | ||
| '人生##死亡', '人生##求婚', '人生##离婚', '人生##结婚', '人生##订婚', '司法行为', '司法行为##举报', | ||
| '司法行为##入狱', '司法行为##开庭', '司法行为##拘捕', '司法行为##立案', '司法行为##约谈', '司法行为##罚款', | ||
| '司法行为##起诉', '灾害/意外', '灾害/意外##地震', '灾害/意外##坍/垮塌', '灾害/意外##坠机', | ||
| '灾害/意外##洪灾', '灾害/意外##爆炸', '灾害/意外##袭击', '灾害/意外##起火', '灾害/意外##车祸', '竞赛行为', | ||
| '竞赛行为##夺冠', '竞赛行为##晋级', '竞赛行为##禁赛', '竞赛行为##胜负', '竞赛行为##退役', '竞赛行为##退赛', | ||
| '组织关系', '组织关系##停职', '组织关系##加盟', '组织关系##裁员', '组织关系##解散', '组织关系##解约', | ||
| '组织关系##解雇', '组织关系##辞/离职', '组织关系##退出', '组织行为', '组织行为##开幕', '组织行为##游行', | ||
| '组织行为##罢工', '组织行为##闭幕', '财经/交易', '财经/交易##上市', '财经/交易##出售/收购', | ||
| '财经/交易##加息', '财经/交易##涨价', '财经/交易##涨停', '财经/交易##融资', '财经/交易##跌停', | ||
| '财经/交易##降价', '财经/交易##降息' | ||
| ] | ||
| runner.Run(text, label_list) |
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55 changes: 55 additions & 0 deletions
55
applications/text_classification/multi_class/deploy/paddle_serving/http_client.py
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| Original file line number | Diff line number | Diff line change |
|---|---|---|
| @@ -0,0 +1,55 @@ | ||
| # Copyright (c) 2022 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. | ||
| import numpy as np | ||
| from numpy import array | ||
| import requests | ||
| import json | ||
| import sys | ||
|
|
||
|
|
||
| class Runner(object): | ||
|
|
||
| def __init__( | ||
| self, | ||
| server_url: str, | ||
| ): | ||
| self.server_url = server_url | ||
|
|
||
| def Run(self, text, label_list): | ||
| sentence = np.array([t.encode('utf-8') for t in text], dtype=np.object_) | ||
| sentence = sentence.__repr__() | ||
| data = {"key": ["sentence"], "value": [sentence]} | ||
| data = json.dumps(data) | ||
|
|
||
| ret = requests.post(url=self.server_url, data=data) | ||
| ret = ret.json() | ||
| for t, l in zip(text, eval(ret['value'][0])): | ||
| print("text: ", t) | ||
| print("label: ", label_list[l]) | ||
| print("--------------------") | ||
| return | ||
|
|
||
|
|
||
| if __name__ == "__main__": | ||
| server_url = "http://127.0.0.1:9878/seq_cls/prediction" | ||
| runner = Runner(server_url) | ||
| text = [ | ||
| "黑苦荞茶的功效与作用及食用方法", "交界痣会凸起吗", "检查是否能怀孕挂什么科", "鱼油怎么吃咬破吃还是直接咽下去", | ||
| "幼儿挑食的生理原因是" | ||
| ] | ||
| label_list = [ | ||
| '病情诊断', '治疗方案', '病因分析', '指标解读', '就医建议', '疾病表述', '后果表述', '注意事项', '功效作用', | ||
| '医疗费用', '其他' | ||
| ] | ||
| runner.Run(text, label_list) |
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58 changes: 58 additions & 0 deletions
58
applications/text_classification/multi_label/deploy/paddle_serving/http_client.py
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| Original file line number | Diff line number | Diff line change |
|---|---|---|
| @@ -0,0 +1,58 @@ | ||
| # Copyright (c) 2022 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. | ||
| import numpy as np | ||
| from numpy import array | ||
| import requests | ||
| import json | ||
| import sys | ||
|
|
||
|
|
||
| class Runner(object): | ||
|
|
||
| def __init__( | ||
| self, | ||
| server_url: str, | ||
| ): | ||
| self.server_url = server_url | ||
|
|
||
| def Run(self, text, label_list): | ||
| sentence = np.array([t.encode('utf-8') for t in text], dtype=np.object_) | ||
| sentence = sentence.__repr__() | ||
| data = {"key": ["sentence"], "value": [sentence]} | ||
| data = json.dumps(data) | ||
|
|
||
| ret = requests.post(url=self.server_url, data=data) | ||
| ret = ret.json() | ||
| for t, l in zip(text, eval(ret['value'][0])): | ||
| print("text: ", t) | ||
| label = ','.join([label_list[int(ll)] for ll in l.split(',')]) | ||
| print("label: ", label) | ||
| print("--------------------") | ||
| return | ||
|
|
||
|
|
||
| if __name__ == "__main__": | ||
| server_url = "http://127.0.0.1:9878/seq_cls/prediction" | ||
| runner = Runner(server_url) | ||
| text = [ | ||
| "五松新村房屋是被告婚前购买的；", | ||
| "被告于2016年3月将车牌号为皖B×××××出售了2.7万元，被告通过原告偿还了齐荷花人民币2.6万元，原、被告尚欠齐荷花2万元。", | ||
| "2、判令被告返还借婚姻索取的现金33万元，婚前个人存款10万元；", "一、判决原告于某某与被告杨某某离婚；" | ||
| ] | ||
| label_list = [ | ||
| '婚后有子女', '限制行为能力子女抚养', '有夫妻共同财产', '支付抚养费', '不动产分割', '婚后分居', '二次起诉离婚', | ||
| '按月给付抚养费', '准予离婚', '有夫妻共同债务', '婚前个人财产', '法定离婚', '不履行家庭义务', '存在非婚生子', | ||
| '适当帮助', '不履行离婚协议', '损害赔偿', '感情不和分居满二年', '子女随非抚养权人生活', '婚后个人财产' | ||
| ] | ||
| runner.Run(text, label_list) |
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