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cdnn's Introduction

cdnn

models/median 四分位算法

models/clof 聚类

models/arima 指数平滑

models/smooth 滑动平均

pyculiarity/时间序列

predata/pre_lof 数据遗漏处理

tests/test 测试脚本

db 访问数据库的配置

algorithm 最终方法

环境配置

-- python 3.7
-- 注意提前安装好 anacoda 在安装其他第三方会比较方便 -- 相关工具安装包 见 执行config 下 pyInstall
-- 重点 cx_Oracle 需要配置环境变量(这个可自行百度,windows 和 mac 配置方法不同)

python 在java 项目中的配置

-- 1、python 包 随意放在java 项目内
-- 2、在跟 python 包 同根目录下放置 run.py 文件
-- 3、java 代码里 访问 run.py 即可(run.py 文件 在java 目录下)

JAVA 接口访问

-- 见java 文件夹内的示例代码
-- 具体见代码
-- 传递的参数 主要是 时间范围(start,end) + 检测算法 (diff -- 默认就是差分)

数据库说明

-- error_in
-- error_out dt_edit 是 修正后的值,dt_val 原始值 ,dt_reason 修改原因 0 正常,1 缺失值 2 负值 3 零 4 极值

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