[WIP]implement algorithm homo-statistic

[wanglg007]

横向统计算法

• Name: homo-statistic
• Category: feature

Short Description

guest与host分别统计该端的max/min/mean等统计信息，然后通过arbiter进行汇聚得到所有的统计信息；

WIP

• [ ] Main Code

  • [ ] 在federatedml/components中添加homo_feature_statistic.py文件; 文件如下： homo_feature_statistic.txt
  • [ ] 在federatedml/param中修改feature_statistic_param.py文件，将里面的HomoFeatureStatisticParam添加即可；文件如下： feature_statistic_param.txt
  • [ ] 在federatedml/transfer_varable/transfer_class中添加homo_statistic_transfer_variable.py文件。文件如下： homo_statistic_transfer_variable.txt
  • [ ] 在federatedml/feature中添加homo_statistic目录，然后在里面添加homo_statistic_arbiter.py、homo_statistic_base.py、homo_statistic_client.py三个文件。文件如下所示： homo_statistic_arbiter.txt homo_statistic_base.txt homo_statistic_client.txt
  • [ ] 在federatedml/feature中添加statistics目录，然后在里面添加base_statistic.py、statistics.py文件。文件如下所示： base_statistic.txt statistics.txt

• [ ] Docs

  • Algorithm READMD.md
  • Add entry to federatedml/READMD

• [ ] Pipeline

  • [ ] code
    • [ ] 在pipeline/param中修改feature_statistic_param.py文件，将HomoFeatureStatisticParam添加到该文件中。文件如下所示： feature_statistic_param.txt
    • [ ] 在pipeline/component中添加homo_feature_statistic.py文件。文件内容如下： homo_feature_statistic.txt
  • [ ] doc for new component

• [ ] Example

  • [ ] 在pipeline中创建homo_feature_statistic目录，然后将pipeline_homo_statistic.py添加到里面。文件内容如下： pipeline_homo_statistic.txt
  • [ ] dsl
  • [ ] 使用pipeline进行测试，结果如下： pipeline结果.txt

Check and Acceptance

• [ ] PR

  • [ ] add reviewer: @mgqa34 @dylan-fan
  • [ ] add assigner
  • [ ] add labels
  • [ ] link projects
  • [ ] link this issue

• [ ] Confirm Params consistent between federatedml and pipeline

• [ ] Examples tested

[wanglg007]

homo_statistic_client.py文件进行更新如下所示： homo_statistic_client.txt