SQLFlow Product Roadmap 2019
tonyyang-svail opened this issue · comments
I am trying to summarize the milestones as follows. @sql-machine-learning/sqlflow team please comment.
Engineering time: 6 fulltime months could mean 3 people spend 2 months full time working on the project.
| Release | ETA | Features | Engineering Time |
|---|---|---|---|
| Alpha | 04/20 | 10+ fulltime months | |
| 05/20 | 1+ fulltime months | ||
| 05/20 | 3+ fulltime months | ||
| 06/20 | 3+ fulltime months | ||
| 0.1.0 | 07/01 | Hive: local training & prediction | 2+ fulltime months |
| 07/20 | Support distributed training & prediction | 3+ fulltime months | |
| 0.2.0 | 08/01 | MaxCompute: local training & predicting | 3+ fulltime months |
| 0.3.0 | 10/15 | Elastic scheduling training & prediction | 3+ fulltime months |
| 0.4.0 | 11/20 | SQLFlow cloud release on AliCloud | 2+ fulltime months |
| ? | Support third party submitter | ||
| ? | Support GPU or TensorFlow-GPU | ||
| ? | ML on image/audio/video | ||
| ? | Calcite parser | ||
| ? | Open source gosparksql | ||
| ? | SparkSQL as data source: local training & predicting | ||
| ? | SQL Server as data source: local training & predicting |
很好奇这个ai 程序运行在数据库里面
This diagram explains how SQLFlow Server works and how it relates to databases and deep learning engines.
https://sql-machine-learning.github.io/sqlflow/doc/submitter.html
@xxllp
看这个日期要稳定还要很久，现在就开源是准备拉人一起干吗
Now in the MySQL(database)、TensorFlow(Deep Learning Framework) has a stable version.
This roadmap describes how to serve more scenarios in the future.
@xxllp
@shanghai-Jerry
The models currently supported are DNNClassifier. More models will be provided in the future. And each model will have an example. Please pay attention to the repo https://github.com/sql-machine-learning/models .
@xxllp do you mean "production-ready"? I agree that we are still far away from being production-ready. As @llxxxll explain, we have some features done, and we are pushing forward to make many more, including the model base as mentioned by @shanghai-Jerry . So, yes, you are right, we are looking for talents to join us! Your issues, pull requests, or any other form of contribution would be highly appreciated!
yes，I want to
know have the sqlflow be used in alibaba or someplace , or it be have no one to use in the future ~~~
Close this issue as the discussion here is running away from keeping technical.
数据源和模型比较重要，看这进度短期是用不上了