+1 (non-binding) On Wed, Nov 27, 2024 at 3:07 AM Martin Grund <mar...@databricks.com.invalid> wrote:
> As part of the discussion on this topic, I would love to highlight the > work that the community is currently doing to support SparkML, which is > traditionally very RDD-heavy, natively in Spark Connect. Bobby's awesome > work shows that, over time, we can extend the features of Spark Connect and > support workloads that we previously thought could not be supported easily. > > https://github.com/apache/spark/pull/48791 > > Martin > > On Wed, Nov 27, 2024 at 11:42 AM Yang,Jie(INF) <yangji...@baidu.com.invalid> > wrote: > >> +1 >> -------- 原始邮件 -------- >> 发件人：Hyukjin Kwon<gurwls...@apache.org> >> 时间：2024-11-27 08:04:06 >> 主题：[外部邮件] Re： Spark Connect the default API in Spark 4.0 >> 收件人：Bjørn Jørgensen<bjornjorgen...@gmail.com>; >> 抄送人：Herman van Hovell<her...@databricks.com.invalid>;Spark dev list< >> dev@spark.apache.org>; >> +1 >> >> On Mon, 25 Nov 2024 at 23:33, Bjørn Jørgensen <bjornjorgen...@gmail.com> >> wrote: >> >>> +1 >>> >>> man. 25. nov. 2024 kl. 14:48 skrev Herman van Hovell >>> <her...@databricks.com.invalid>: >>> >>>> Hi All, >>>> >>>> I would like to start a discussion on "Spark Connect the default API in >>>> Spark 4.0". >>>> >>>> The rationale for this change is that Spark Connect brings a lot of >>>> improvements with respect to simplicity, stability, isolation, >>>> upgradability, and extensibility (all detailed in the SPIP). In a nutshell: >>>> we want to introduce a flag, spark.api.mode, that allows a user to >>>> choose between classic or connect mode, the default being connect. A >>>> user can easily fallback to Classic by setting spark.api.mode to >>>> classic. >>>> >>>> SPIP: >>>> https://docs.google.com/document/d/1C0kuQEliG78HujVwdnSk0wjNwHEDdwo2o8aVq7kbhTo/edit?tab=t.0#heading=h.r2c3xrbiklu3 >>>> <https://mailshield.baidu.com/check?q=5uIK5BsJhkKEitTyTno8Yb7Zq%2boLHvRsgSoBr5oTNJEHXWS9Np0U8pCuv2DeJDfCQJiI52FAoCrxDEqnj1jOqX9A3jtJcetvkKkKE696xfrLfKuuRuyCC9YrwN5IW4OUtkhdHz7C%2bER2GN9EPqnlIlX2osm36Zbn> >>>> JIRA: https://issues.apache.org/jira/browse/SPARK-50411 >>>> <https://mailshield.baidu.com/check?q=vc5arXeK3OKfjk5Oxe1F%2fMNjR%2fSx5pTdbaOArWe9m2MpZDOF702CYYagPMQmbDqV7xnWwxsUdOc%3d> >>>> >>>> I am looking forward to your feedback! >>>> >>>> Cheers, >>>> Herman >>>> >>> >>> >>> -- >>> Bjørn Jørgensen >>> Vestre Aspehaug 4, 6010 Ålesund >>> Norge >>> >>> +47 480 94 297 >>> >>
