cloudyun / ml_server

ml_server

本地测试基本环境 scala:2.10.4 >> 下载官网安装并配置环境变量 spark:1.6.0 >> 下载官网编译好的包，解压，配置环境变量

打包 maven clean -e package

测试接口 als

train: url:http://localhost:8899/als/train method:POSR request_body:{"mode":"local[3]","path":"/D:/work/other/ml.gui/target/classes/data/mllib/als/ml-100k/u.data","itera":10,"name":"test","rank":10}

response: { "code": 200, "message": "训练成功", "result": null }

forcast: url:http://localhost:8899/als/forcast method:POSR request_body:{"userId":10,"name":"test","productId":30}

response: { "code": 200, "message": "ok", "result": 4.567373999851733 }

kmeans

train: url:http://localhost:8899/kmeans/train method:POSR request_body:{"mode":"local[3]","path":"D:/work/ml_client/target/classes/data/mllib/kmeans_data.txt","itera":100,"name":"test","k":5}

response: { "code": 200, "message": "训练成功", "result": null }

forcast: url:http://localhost:8899/als/predict method:POSR request_body:{"name":"test", "vector":[2.0, 2.0, 2.0]}

response: { "code": 200, "message": "ok", "result": 2 }