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SQLFlow release 20190927

Yan Xu edited this page Sep 17, 2019 · 31 revisions

人员配置

任务 负责人
Hive平台对接 @YanXu @WeiChuan @ChenXiang
AntXGBoost @LueWei @WenJing
模型可解释性(SHAP) @WeiChuan @YangYang
Clustering Model @Wenjing @Chenxiang @YanXu
XGboost @YanXu @Wuyi

TODO

类型 任务 负责人 状态 DDL
DOC Add Predict and Analyze in UserGuide
DOC Quick Start(can use installation.md)
DOC Update home page of sqlflow.org
DOC Credit Card Fraud Detection (DNN Classifier)
DOC run SQLFlow with MaxCompute @yanxu
DOC run SQLFlow with Hive via HiveServer2 @yanxu
DOC Tensorflow tutorial @yangyang
DOC dmlc/xgboost tutorial @yanxu DONE, PR: 820 9.16
DOC Analyze Tutorial @weichuan WIP, PR: 801 09.16
DOC Clustering Tutorial @wenjing 09.18
DOC 优化文档目录结构 @wuyi WIP, PR: 821
DOC SQLFlow 用户文档重新梳理 @yanxu Discussion
DOC update home page: sqlflow.org @weichuan
DOC write a blog on medium about this release @wangyi
DEV Tensorflow & XGBoost 模型训练/预测 在 DiDi 验证全流程
1. 基于公开数据集Iris
2. 基于私有数据集
@chenxiang DataSource=Hive, ModelDir为本地目录的 DNN 模型验证已经通过
DataSource=Hive, ModelDir为本地目录的 XGBoost 模型验证通过90%, prediction写入Hive时存在问题. issue-755
09.04
DEV Clustering codegen @chenxiang issue: 768 09.18
DEV Clustering SQLFlow models @chenxiang
DEV Clustering 模型训练/预测 在 Didi 验证全流程 @chenxiang
DEV SQLFlow Playground on Aliyun
Release Prepare the public dataset for DiDi case @Jeremy 9.13
Release A Docker image with the public dataset and DiDi demo @wenjing 9.20
Release create a tag @wuyi branch: release-0.1
Release show demo

Done

任务 负责人 状态
AntXGBoost 对接 hive 权限配置 @luewei DONE, PR: 729
[bug] HiveDBWriter mismatch hive table schema @yanxu DONE, PR: 756
[bug] select prediction result table of antxgboost failed @yanxu DONE, https://github.com/sql-machine-learning/sqlflow/issues/770
AntXGBoost Tutorial @luewei DONE, PR: 772
SHAP codegen @weiguoz DONE, PR: 798
Design clustering @wenjing DONE, PR: 737
xgboost train codegen @yanxu DONE, issue: 749
xgboost pred codegen @wuyi DONE, PR: 789
verify with SHAP @yanxu DONE, PR: 790