From 120f5220f09a34c4cdccda45b6988a6c76b93eee Mon Sep 17 00:00:00 2001 From: TeslaZhao Date: Fri, 6 May 2022 13:03:31 +0800 Subject: [PATCH] Update doc --- doc/Offical_Docs/6-5_Cpp_ABTest_CN.md | 180 +++++++++++++++++- .../images/6-5_Cpp_ABTest_CN_1.png | Bin 0 -> 302218 bytes examples/C++/imdb/README_CN.md | 20 +- examples/C++/imdb/abtest_client.py | 50 ++--- examples/C++/imdb/test_http_client.py | 2 +- 5 files changed, 219 insertions(+), 33 deletions(-) create mode 100644 doc/Offical_Docs/images/6-5_Cpp_ABTest_CN_1.png diff --git a/doc/Offical_Docs/6-5_Cpp_ABTest_CN.md b/doc/Offical_Docs/6-5_Cpp_ABTest_CN.md index d6ef9e47..92881e21 100644 --- a/doc/Offical_Docs/6-5_Cpp_ABTest_CN.md +++ b/doc/Offical_Docs/6-5_Cpp_ABTest_CN.md @@ -1 +1,179 @@ -# C++ Serving A/B Test +# C++ Serving ABTest + +ABTest 是一种功能测试方案,一般是为同一个产品目标制定多种方案,让一部分用户使用 A 方案,另一部分用户使用 B 或 C 方案,根据测试效果,如点击率、转化率等来评价方案的优劣。 + +模型服务化部署框架中,ABTest 属于一个重要的基础功能,为模型迭代升级提供实验环境。Paddle Serving 的 PYTHON SDK 中实现 ABTest 功能,为用户提供简单易用功能测试环境。 + +## 功能设计 + +Paddle Serving 的 ABTest 功能是基于 PYTHON SDK 和 多个服务端构成。每个服务端加载不同模型,在客户端上注册多个服务端地址和访问比例,最终确定访问。 + +
+ +
/dev/null 2>&1 & + +## 启动 cnn 模型服务 +python3 -m paddle_serving_server.serve --model imdb_cnn_model/ --port 9298 >/dev/null 2>&1 & + +## 启动 lstm 模型服务 +python3 -m paddle_serving_server.serve --model imdb_lstm_model/ --port 9299 >/dev/null 2>&1 & +``` + +**四.客户端注册 A,B,C 服务端地址** + +使用 `paddle_serving_client` 中 `Client::add_variant(self, tag, cluster, variant_weight)` 接口注册服务标签、服务地址和权重。框架会将所有权重求和后计算每个服务的比例。本示例中,bow 服务的权重是10,cnn 服务的权重是30, lstm的权重是60,每次请求分别请求到3个服务的比例是10%、30%和60%。 + +``` +from paddle_serving_client import Client +from paddle_serving_app.reader.imdb_reader import IMDBDataset +import sys +import numpy as np + +client = Client() +client.load_client_config(sys.argv[1]) +client.add_variant("bow", ["127.0.0.1:9297"], 10) +client.add_variant("cnn", ["127.0.0.1:9298"], 30) +client.add_variant("lstm", ["127.0.0.1:9299"], 60) +client.connect() +``` +如要在结果中打印请求到了哪个服务,在 `client.predict(feed, fetch, batch, need_variant_tag, logid)` 中设置 `need_variant_tag=True`。 + + +**五.启动客户端并验证结果** + +运行命令: +``` +head test_data/part-0 | python3.7 abtest_client.py imdb_cnn_client_conf/serving_client_conf.prototxt imdb.vocab +``` + +运行结果如下,10次请求中,bow 服务2次,cnn 服务3次,lstm 服务5次,与设置的比例基本相近。 +``` +I0506 04:02:46.720135 44567 naming_service_thread.cpp:202] brpc::policy::ListNamingService("127.0.0.1:9297"): added 1 +I0506 04:02:46.722630 44567 naming_service_thread.cpp:202] brpc::policy::ListNamingService("127.0.0.1:9298"): added 1 +I0506 04:02:46.723577 44567 naming_service_thread.cpp:202] brpc::policy::ListNamingService("127.0.0.1:9299"): added 1 +I0506 04:02:46.814075 44567 general_model.cpp:490] [client]logid=0,client_cost=9.889ms,server_cost=6.283ms. +server_tag=lstm prediction=[0.500398 0.49960205] +I0506 04:02:46.826339 44567 general_model.cpp:490] [client]logid=0,client_cost=10.261ms,server_cost=9.503ms. +server_tag=lstm prediction=[0.5007235 0.49927652] +I0506 04:02:46.828992 44567 general_model.cpp:490] [client]logid=0,client_cost=1.667ms,server_cost=0.741ms. +server_tag=bow prediction=[0.25859657 0.74140346] +I0506 04:02:46.843299 44567 general_model.cpp:490] [client]logid=0,client_cost=13.402ms,server_cost=12.827ms. +server_tag=lstm prediction=[0.50039905 0.4996009 ] +I0506 04:02:46.850219 44567 general_model.cpp:490] [client]logid=0,client_cost=5.129ms,server_cost=4.332ms. +server_tag=cnn prediction=[0.6369219 0.36307803] +I0506 04:02:46.854203 44567 general_model.cpp:490] [client]logid=0,client_cost=2.804ms,server_cost=0.782ms. +server_tag=bow prediction=[0.15088597 0.849114 ] +I0506 04:02:46.858268 44567 general_model.cpp:490] [client]logid=0,client_cost=3.292ms,server_cost=2.677ms. +server_tag=cnn prediction=[0.4608788 0.5391212] +I0506 04:02:46.869217 44567 general_model.cpp:490] [client]logid=0,client_cost=10.13ms,server_cost=9.556ms. +server_tag=lstm prediction=[0.5000269 0.49997318] +I0506 04:02:46.883790 44567 general_model.cpp:490] [client]logid=0,client_cost=13.312ms,server_cost=12.822ms. +server_tag=lstm prediction=[0.50083774 0.49916226] +I0506 04:02:46.887256 44567 general_model.cpp:490] [client]logid=0,client_cost=2.432ms,server_cost=1.812ms. +server_tag=cnn prediction=[0.47895813 0.52104187] + +``` diff --git a/doc/Offical_Docs/images/6-5_Cpp_ABTest_CN_1.png b/doc/Offical_Docs/images/6-5_Cpp_ABTest_CN_1.png new file mode 100644 index 0000000000000000000000000000000000000000..5e8f8980dffb46f4960390e6edb281968ae8bd83 GIT binary patch literal 302218 zcmdRWXHZmK*CiRrNR*rO<)Ju^Fc zJqpxrP`Xc%D&5)%fG3QiOv3b_rSC@w)=|4v#9=F`)Ybm|( z6WY(B=z)Iwz|3_)vLIV8n1atSKgrA`TMr9a||&p06@@Ne@Z8iA zGPm-ZG6N;^J0`2T?Jooo@#x1TdV`+mKG%s%pnYS;ORL>)LQi`HeZH?*&vd)V2E^LG z-sD@Kh``p7MC-ti|-#PnpP~}mbK@8 zu55^63D^k{JL6mDj~Er-8PM&VEiX&%{nY8%^G($F^z;cCV=^ zXy%~rdqu=`>-%Sy{;s)_fA;)#&q7l9aS=snAA>1-f+HaL%5s-G>&V(gHBw9(2ih%F zh(J;yv5DY@nN#uZs5&9F_#~4$)xmY3P993JF52}&wGmFac1*0+Jb%;v0bILxgxW9H zFI22N5YkRmhlkCT{wTZ+U&9dd{wuDhI4e}McBR3@IKmW_6f{xb{MXcUI~~%eQuP_b zo$Xy8k^TMPVEFfudY)I|vO!c|X%TT1R1-EQ<)Nn5Ub=pH?o)E?A^(x0f}-z>d%aw>T@$`BNqW;<%%@yYX`VKjb^N3#d+{~cs*Ym 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zxG-}PM{(>3>}?Gx=)&=QPDaar_xY3{t`)ndI0+Q%D{W@>2F1JXSBi%pb>p|@n(K@QGYMs{~%0;U~vJf_p zR!5#Q`698rEr$Yx`9VVZBP#z{L}5Y=F`~VHH_g0G8T=zXyclS1I)8mojX6tvuq1)? z_yk^51KX_>W$Yt}Q4IVZ3({KC^TmwO3Ya_!@uXs&$zhQ?8+4@Kq!rP&vO2lZ>}`}LA6}+vjQqM z8O@Ii@}B{{v*8 BP5%G@ literal 0 HcmV?d00001 diff --git a/examples/C++/imdb/README_CN.md b/examples/C++/imdb/README_CN.md index a1fecc8a..42841c6b 100755 --- a/examples/C++/imdb/README_CN.md +++ b/examples/C++/imdb/README_CN.md @@ -1,4 +1,4 @@ -## IMDB评论情绪预测服务 +## IMDB 评论情绪预测 ABTest 服务 (简体中文|[English](./README.md)) @@ -11,16 +11,24 @@ sh get_data.sh ### 启动预测服务(支持BRPC-Client/GRPC-Client/Http-Client) +```python +## 启动 bow 模型服务 +python3 -m paddle_serving_server.serve --model imdb_bow_model/ --port 9297 >/dev/null 2>&1 & + +## 启动 cnn 模型服务 +python3 -m paddle_serving_server.serve --model imdb_cnn_model/ --port 9298 >/dev/null 2>&1 & + +## 启动 lstm 模型服务 +python3 -m paddle_serving_server.serve --model imdb_lstm_model/ --port 9299 >/dev/null 2>&1 & ``` -python3 -m paddle_serving_server.serve --model imdb_cnn_model/ --port 9292 -``` -### BRPC-Client预测 + +### ABTest 预测 ``` -head test_data/part-0 | python3 test_client.py imdb_cnn_client_conf/serving_client_conf.prototxt imdb.vocab +head test_data/part-0 | python3 abtest_client.py imdb_cnn_client_conf/serving_client_conf.prototxt imdb.vocab ``` 预测test_data/part-0的前十个样例。 -### BRPC-Client预测 +### http预测 ``` head test_data/part-0 | python3 test_http_client.py imdb_cnn_client_conf/serving_client_conf.prototxt imdb.vocab ``` diff --git a/examples/C++/imdb/abtest_client.py b/examples/C++/imdb/abtest_client.py index 1a14c87c..e0f910e3 100644 --- a/examples/C++/imdb/abtest_client.py +++ b/examples/C++/imdb/abtest_client.py @@ -11,35 +11,35 @@ # 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. - +# pylint: disable=doc-string-missing from paddle_serving_client import Client +from paddle_serving_app.reader.imdb_reader import IMDBDataset +import sys import numpy as np client = Client() -client.load_client_config('imdb_bow_client_conf/serving_client_conf.prototxt') -client.add_variant("bow", ["127.0.0.1:8000"], 10) -client.add_variant("lstm", ["127.0.0.1:9000"], 90) +client.load_client_config(sys.argv[1]) +client.add_variant("bow", ["127.0.0.1:9297"], 10) +client.add_variant("cnn", ["127.0.0.1:9298"], 30) +client.add_variant("lstm", ["127.0.0.1:9299"], 60) client.connect() -print('please wait for about 10s') -with open('processed.data') as f: - cnt = {"bow": {'acc': 0, 'total': 0}, "lstm": {'acc': 0, 'total': 0}} - for line in f: - word_ids, label = line.split(';') - word_ids = [int(x) for x in word_ids.split(',')] - word_len = len(word_ids) - feed = { - "words": np.array(word_ids).reshape(word_len, 1), - "words.lod": [0, word_len] - } - fetch = ["acc", "cost", "prediction"] - [fetch_map, tag] = client.predict( - feed=feed, fetch=fetch, need_variant_tag=True, batch=True) - if (float(fetch_map["prediction"][0][1]) - 0.5) * (float(label[0]) - 0.5 - ) > 0: - cnt[tag]['acc'] += 1 - cnt[tag]['total'] += 1 +# you can define any english sentence or dataset here +# This example reuses imdb reader in training, you +# can define your own data preprocessing easily. +imdb_dataset = IMDBDataset() +imdb_dataset.load_resource(sys.argv[2]) - for tag, data in cnt.items(): - print('[{}](total: {}) acc: {}'.format(tag, data[ - 'total'], float(data['acc']) / float(data['total']))) +for line in sys.stdin: + word_ids, label = imdb_dataset.get_words_and_label(line) + word_len = len(word_ids) + feed = { + "words": np.array(word_ids).reshape(word_len, 1), + "words.lod": [0, word_len] + } + #print(feed) + fetch = ["prediction"] + fetch_map = client.predict( + feed=feed, fetch=fetch, batch=True, need_variant_tag=True) + print("server_tag={} prediction={} ".format(fetch_map[1], fetch_map[0][ + "prediction"][0])) diff --git a/examples/C++/imdb/test_http_client.py b/examples/C++/imdb/test_http_client.py index e3cc7051..d22b92d7 100755 --- a/examples/C++/imdb/test_http_client.py +++ b/examples/C++/imdb/test_http_client.py @@ -40,7 +40,7 @@ we recommend use Proto data format in HTTP-body, set True(which is default) if you want use JSON data format in HTTP-body, set False ''' #client.set_http_proto(True) -client.connect(["127.0.0.1:9292"]) +client.connect(["127.0.0.1:9297"]) # you can define any english sentence or dataset here # This example reuses imdb reader in training, you -- GitLab