AbsaOSS / AbsaOSS/spline-spark-agent

UDF lineage?

未关闭
#181 1 条评论 0 个 reaction 已指派 1 人 已被 @cerveada 认领 在 GitHub 查看
feature
主要语言
Scala
星标
210
派生
102
平均合并
1 天 1 小时
30 天内合并 PR
1

描述

To be investigated.

> a few points to note from our experiences at Kensu Inc.
>
> you might want consider a few interesting special cases when part of lineage maybe need to be provided semi-manually, e.g.:
> - semi-manual lineage for UDFs, UDF can be matched by `ScalaUDF.function.getClass.getName`:
> - extra UDF inputs that are local files (e.g. H2O predict via spark pipelines)
> - optional annotations for lineage inside UDF if needed, e.g. by default lineage assumes that all input fields of UDF are connected to the output of UDF, but this might be manually clarified
> - making easy to plug-in extra semi-manual/programmable lineage to connect with the external world the parts of plan that may be unresolved by default implementation, e.g. H2O contains `H2OFrameRelation extends BaseRelation with TableScan` which accesses remote H2oFrame not seen by spark directly
> - same above points applies to RDDs
>
> also making easier to customize stuff if needed: avoid private/final methods would be great.
>
> finally, probably some special care needed for struct fields support.
>

_Originally posted by @vidma in https://github.com/AbsaOSS/spline/issues/114#issuecomment-705439880_

贡献指南

这个仓库没有索引到贡献指南

评估

这个 Issue 还没有评估数据。

把新 issue 发到你的邮箱

精选适合新手参与的 GitHub issue 摘要。