[GitHub] spark issue #15125: [SPARK-5484][GraphX] Periodically do checkpoint in Prege...
Github user felixcheung commented on the issue: https://github.com/apache/spark/pull/15125 merged to master/2.2 I talked to Ankur about this change offline. --- If your project is set up for it, you can reply to this email and have your reply appear on GitHub as well. If your project does not have this feature enabled and wishes so, or if the feature is enabled but not working, please contact infrastructure at infrastruct...@apache.org or file a JIRA ticket with INFRA. --- - To unsubscribe, e-mail: reviews-unsubscr...@spark.apache.org For additional commands, e-mail: reviews-h...@spark.apache.org
[GitHub] spark issue #15125: [SPARK-5484][GraphX] Periodically do checkpoint in Prege...
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[GitHub] spark issue #15125: [SPARK-5484][GraphX] Periodically do checkpoint in Prege...
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[GitHub] spark issue #15125: [SPARK-5484][GraphX] Periodically do checkpoint in Prege...
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[GitHub] spark issue #15125: [SPARK-5484][GraphX] Periodically do checkpoint in Prege...
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[GitHub] spark issue #15125: [SPARK-5484][GraphX] Periodically do checkpoint in Prege...
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[GitHub] spark issue #15125: [SPARK-5484][GraphX] Periodically do checkpoint in Prege...
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[GitHub] spark issue #15125: [SPARK-5484][GraphX] Periodically do checkpoint in Prege...
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[GitHub] spark issue #15125: [SPARK-5484][GraphX] Periodically do checkpoint in Prege...
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[GitHub] spark issue #15125: [SPARK-5484][GraphX] Periodically do checkpoint in Prege...
Github user dding3 commented on the issue: https://github.com/apache/spark/pull/15125 OK, agreed. If user didn't set checkpointer directory while we turn on checkpoint in pregel by default, there may be exception. I will change spark.graphx.pregel.checkpointInterval to -1 as default value. --- If your project is set up for it, you can reply to this email and have your reply appear on GitHub as well. If your project does not have this feature enabled and wishes so, or if the feature is enabled but not working, please contact infrastructure at infrastruct...@apache.org or file a JIRA ticket with INFRA. --- - To unsubscribe, e-mail: reviews-unsubscr...@spark.apache.org For additional commands, e-mail: reviews-h...@spark.apache.org
[GitHub] spark issue #15125: [SPARK-5484][GraphX] Periodically do checkpoint in Prege...
Github user felixcheung commented on the issue: https://github.com/apache/spark/pull/15125 @dding3 @mallman one last thing to consider, with this PR we are having `spark.graphx.pregel.checkpointInterval` defaulting to 10. This changes the existing behavior (where there is no checkpointing). Do you think it will be lower risk to have this default to `-1` hence off by default? --- If your project is set up for it, you can reply to this email and have your reply appear on GitHub as well. If your project does not have this feature enabled and wishes so, or if the feature is enabled but not working, please contact infrastructure at infrastruct...@apache.org or file a JIRA ticket with INFRA. --- - To unsubscribe, e-mail: reviews-unsubscr...@spark.apache.org For additional commands, e-mail: reviews-h...@spark.apache.org
[GitHub] spark issue #15125: [SPARK-5484][GraphX] Periodically do checkpoint in Prege...
Github user felixcheung commented on the issue: https://github.com/apache/spark/pull/15125 thanks @mallman I'll digest this and see what improvements we could make in gf. --- If your project is set up for it, you can reply to this email and have your reply appear on GitHub as well. If your project does not have this feature enabled and wishes so, or if the feature is enabled but not working, please contact infrastructure at infrastruct...@apache.org or file a JIRA ticket with INFRA. --- - To unsubscribe, e-mail: reviews-unsubscr...@spark.apache.org For additional commands, e-mail: reviews-h...@spark.apache.org
[GitHub] spark issue #15125: [SPARK-5484][GraphX] Periodically do checkpoint in Prege...
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[GitHub] spark issue #15125: [SPARK-5484][GraphX] Periodically do checkpoint in Prege...
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[GitHub] spark issue #15125: [SPARK-5484][GraphX] Periodically do checkpoint in Prege...
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[GitHub] spark issue #15125: [SPARK-5484][GraphX] Periodically do checkpoint in Prege...
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[GitHub] spark issue #15125: [SPARK-5484][GraphX] Periodically do checkpoint in Prege...
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[GitHub] spark issue #15125: [SPARK-5484][GraphX] Periodically do checkpoint in Prege...
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[GitHub] spark issue #15125: [SPARK-5484][GraphX] Periodically do checkpoint in Prege...
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[GitHub] spark issue #15125: [SPARK-5484][GraphX] Periodically do checkpoint in Prege...
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[GitHub] spark issue #15125: [SPARK-5484][GraphX] Periodically do checkpoint in Prege...
Github user mallman commented on the issue: https://github.com/apache/spark/pull/15125 > I think we want to bring GraphFrames to feature/performance parity with GraphX - @mallman would love to understand the challenges you have run into. Better yet, would be great to get some issues created to track them Regarding the scale/performance of GraphX vis-a-vis GraphFrames, I can speak from our experience with the connected components algorithm. As you know, there are two implementations of the connected components algorithm in the GraphFrames project. There's an implementation which "piggybacks" on GraphX. And there's an implementation that does not use GraphX. We don't really need any vertex or edge attributes when computing connected components. Any such attributes are strictly overhead. We found that using vertex and edge attributes of type `Boolean` and value `null` provide the least overhead. I would expect piggybacking on top of GraphX cannot scale better than using GraphX itself. And we just didn't get performance parity using GraphFrames in this way. GraphX uses custom implementations of the RDD interface with fast point indices for lookups and joins. By contrast, the Dataset interface is closed to extension by clients, and that's by design. Considering the problem that way, I think that bringing a Dataset-based graph library to performance parity with an RDD-based graph library will be quite challenging. This is especially true in cases where we the client doesn't even need vertex or edge attributes. I think that to even get to performance parity, Spark SQL needs to include support for some kind of columnar indices. But even if GraphFrames implements a better algorithm for connected components than that in GraphX, would that algorithm perform better in GraphX if it was ported to that codebase? We'd love to use something like GraphFrames pervasively, as it does provide a much more convenient interface when we do use vertex or edge attributes. In fact, before we discovered GraphFrames we made quite a lot of headway into building our own graph library of the sort. However, we found that the overhead incurred by the DataFrame approach (we took) was untenable. We use a sort of hybrid approach. We do everything except graph computations with dataframes. We convert to RDDs for graph computations. Cheers. --- If your project is set up for it, you can reply to this email and have your reply appear on GitHub as well. If your project does not have this feature enabled and wishes so, or if the feature is enabled but not working, please contact infrastructure at infrastruct...@apache.org or file a JIRA ticket with INFRA. --- - To unsubscribe, e-mail: reviews-unsubscr...@spark.apache.org For additional commands, e-mail: reviews-h...@spark.apache.org
[GitHub] spark issue #15125: [SPARK-5484][GraphX] Periodically do checkpoint in Prege...
Github user felixcheung commented on the issue: https://github.com/apache/spark/pull/15125 I think we want to bring GraphFrames to feature/performance parity with GraphX - @mallman would love to understand the challenges you have run into. Better yet, would be great to get some issues created to track them --- If your project is set up for it, you can reply to this email and have your reply appear on GitHub as well. If your project does not have this feature enabled and wishes so, or if the feature is enabled but not working, please contact infrastructure at infrastruct...@apache.org or file a JIRA ticket with INFRA. --- - To unsubscribe, e-mail: reviews-unsubscr...@spark.apache.org For additional commands, e-mail: reviews-h...@spark.apache.org
[GitHub] spark issue #15125: [SPARK-5484][GraphX] Periodically do checkpoint in Prege...
Github user felixcheung commented on the issue: https://github.com/apache/spark/pull/15125 I didn't forget about this ;) I was hoping others could review. I will do another pass today - I believe at this point we have quorum with the number of reviewers who have looked at this PR. --- If your project is set up for it, you can reply to this email and have your reply appear on GitHub as well. If your project does not have this feature enabled and wishes so, or if the feature is enabled but not working, please contact infrastructure at infrastruct...@apache.org or file a JIRA ticket with INFRA. --- - To unsubscribe, e-mail: reviews-unsubscr...@spark.apache.org For additional commands, e-mail: reviews-h...@spark.apache.org
[GitHub] spark issue #15125: [SPARK-5484][GraphX] Periodically do checkpoint in Prege...
Github user mallman commented on the issue: https://github.com/apache/spark/pull/15125 > Yeah, catch-22. I'd also like to split out graphx, but I sorta think that's what's already happened with GraphFrames. I don't feel strongly enough to campaign for it, but think graphx should probably be deprecated soon. Unfortunately, GraphFrames does not currently scale to the level we need. Because of fundamental differences between RDDs and DataFrames in the way they can be extended, I do not see that changing anytime soon. For those reasons, GraphX remains essential to large-scale consumers. But certainly I'm all for splitting it out into its own repo if it means the community can better maintain it. Right now we're keeping some patches on our own private branch, but since there's community interest in this patch (small as it may be) and a significant amount of work done on this PR, I hope we can merge this in. --- If your project is set up for it, you can reply to this email and have your reply appear on GitHub as well. If your project does not have this feature enabled and wishes so, or if the feature is enabled but not working, please contact infrastructure at infrastruct...@apache.org or file a JIRA ticket with INFRA. --- - To unsubscribe, e-mail: reviews-unsubscr...@spark.apache.org For additional commands, e-mail: reviews-h...@spark.apache.org
[GitHub] spark issue #15125: [SPARK-5484][GraphX] Periodically do checkpoint in Prege...
Github user srowen commented on the issue: https://github.com/apache/spark/pull/15125 Yeah, catch-22. I'd also like to split out graphx, but I sorta think that's what's already happened with GraphFrames. I don't feel strongly enough to campaign for it, but think graphx should probably be deprecated soon. It's probably a fine change and don't mind merging it if there are no objections. --- If your project is set up for it, you can reply to this email and have your reply appear on GitHub as well. If your project does not have this feature enabled and wishes so, or if the feature is enabled but not working, please contact infrastructure at infrastruct...@apache.org or file a JIRA ticket with INFRA. --- - To unsubscribe, e-mail: reviews-unsubscr...@spark.apache.org For additional commands, e-mail: reviews-h...@spark.apache.org
[GitHub] spark issue #15125: [SPARK-5484][GraphX] Periodically do checkpoint in Prege...
Github user mallman commented on the issue: https://github.com/apache/spark/pull/15125 > I feel like i really don't know anything about graphx and can't evaluate this. It seems reasonable. I don't know if graphx is really active at this stage? Understood. Let me respond to your concerns. First, this PR has undergone extensive review and revision from people who have experience with this codebase, including from someone (me) who's successfully scaled it to a pregel computation with 800+ iterations. Without this patch, that computation is impossible. I'm not a committer, but as someone who's spent a large amount of time in the guts of GraphX I believe I'm qualified to sign off on this PR. Second, the consumers of the GraphX codebase are dependent on support of it. I understand if the Spark team doesn't want to support it anymore, but in that case I think the responsible thing to do would be to split it out and put it into its own repo. That would allow the interested parties to maintain it independently of Spark. So long as GraphX is part of Spark, the only way to maintain it is through the Spark project. There seems to be some sentiment that GraphX is somehow deprecated or a dead end project, yet I do not see a viable alternative. Even then, it would be very helpful to _officially_ deprecate the project before ending support of it. Thanks. --- If your project is set up for it, you can reply to this email and have your reply appear on GitHub as well. If your project does not have this feature enabled and wishes so, or if the feature is enabled but not working, please contact infrastructure at infrastruct...@apache.org or file a JIRA ticket with INFRA. --- - To unsubscribe, e-mail: reviews-unsubscr...@spark.apache.org For additional commands, e-mail: reviews-h...@spark.apache.org
[GitHub] spark issue #15125: [SPARK-5484][GraphX] Periodically do checkpoint in Prege...
Github user srowen commented on the issue: https://github.com/apache/spark/pull/15125 I feel like i really don't know anything about graphx and can't evaluate this. It seems reasonable. I don't know if graphx is really active at this stage? --- If your project is set up for it, you can reply to this email and have your reply appear on GitHub as well. If your project does not have this feature enabled and wishes so, or if the feature is enabled but not working, please contact infrastructure at infrastruct...@apache.org or file a JIRA ticket with INFRA. --- - To unsubscribe, e-mail: reviews-unsubscr...@spark.apache.org For additional commands, e-mail: reviews-h...@spark.apache.org
[GitHub] spark issue #15125: [SPARK-5484][GraphX] Periodically do checkpoint in Prege...
Github user mallman commented on the issue: https://github.com/apache/spark/pull/15125 @srowen Can you merge this PR, please? It's been over a month since we've heard from any of the reviewers. --- If your project is set up for it, you can reply to this email and have your reply appear on GitHub as well. If your project does not have this feature enabled and wishes so, or if the feature is enabled but not working, please contact infrastructure at infrastruct...@apache.org or file a JIRA ticket with INFRA. --- - To unsubscribe, e-mail: reviews-unsubscr...@spark.apache.org For additional commands, e-mail: reviews-h...@spark.apache.org
[GitHub] spark issue #15125: [SPARK-5484][GraphX] Periodically do checkpoint in Prege...
Github user mallman commented on the issue: https://github.com/apache/spark/pull/15125 @felixcheung ping --- If your project is set up for it, you can reply to this email and have your reply appear on GitHub as well. If your project does not have this feature enabled and wishes so, or if the feature is enabled but not working, please contact infrastructure at infrastruct...@apache.org or file a JIRA ticket with INFRA. --- - To unsubscribe, e-mail: reviews-unsubscr...@spark.apache.org For additional commands, e-mail: reviews-h...@spark.apache.org
[GitHub] spark issue #15125: [SPARK-5484][GraphX] Periodically do checkpoint in Prege...
Github user mallman commented on the issue: https://github.com/apache/spark/pull/15125 @felixcheung We haven't heard from @jkbradley or @ankurdave in a week. Should we give them more time or can we merge to master? --- If your project is set up for it, you can reply to this email and have your reply appear on GitHub as well. If your project does not have this feature enabled and wishes so, or if the feature is enabled but not working, please contact infrastructure at infrastruct...@apache.org or file a JIRA ticket with INFRA. --- - To unsubscribe, e-mail: reviews-unsubscr...@spark.apache.org For additional commands, e-mail: reviews-h...@spark.apache.org
[GitHub] spark issue #15125: [SPARK-5484][GraphX] Periodically do checkpoint in Prege...
Github user felixcheung commented on the issue: https://github.com/apache/spark/pull/15125 @jkbradley @ankurdave would you like to review? --- If your project is set up for it, you can reply to this email and have your reply appear on GitHub as well. If your project does not have this feature enabled and wishes so, or if the feature is enabled but not working, please contact infrastructure at infrastruct...@apache.org or file a JIRA ticket with INFRA. --- - To unsubscribe, e-mail: reviews-unsubscr...@spark.apache.org For additional commands, e-mail: reviews-h...@spark.apache.org
[GitHub] spark issue #15125: [SPARK-5484][GraphX] Periodically do checkpoint in Prege...
Github user mallman commented on the issue: https://github.com/apache/spark/pull/15125 @felixcheung Can you take another look and merge if LGTY? I think we've addressed all of the open reviewer requests. --- If your project is set up for it, you can reply to this email and have your reply appear on GitHub as well. If your project does not have this feature enabled and wishes so, or if the feature is enabled but not working, please contact infrastructure at infrastruct...@apache.org or file a JIRA ticket with INFRA. --- - To unsubscribe, e-mail: reviews-unsubscr...@spark.apache.org For additional commands, e-mail: reviews-h...@spark.apache.org
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[GitHub] spark issue #15125: [SPARK-5484][GraphX] Periodically do checkpoint in Prege...
Github user mallman commented on the issue: https://github.com/apache/spark/pull/15125 @dding3, thank you for your continued patience and dedication to this PR, despite the continued change requests. We are getting closer to a merge. --- If your project is set up for it, you can reply to this email and have your reply appear on GitHub as well. If your project does not have this feature enabled and wishes so, or if the feature is enabled but not working, please contact infrastructure at infrastruct...@apache.org or file a JIRA ticket with INFRA. --- - To unsubscribe, e-mail: reviews-unsubscr...@spark.apache.org For additional commands, e-mail: reviews-h...@spark.apache.org
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Github user mallman commented on the issue: https://github.com/apache/spark/pull/15125 LGTM. @felixcheung are we good to merge? --- If your project is set up for it, you can reply to this email and have your reply appear on GitHub as well. If your project does not have this feature enabled and wishes so, or if the feature is enabled but not working, please contact infrastructure at infrastruct...@apache.org or file a JIRA ticket with INFRA. --- - To unsubscribe, e-mail: reviews-unsubscr...@spark.apache.org For additional commands, e-mail: reviews-h...@spark.apache.org
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Github user mallman commented on the issue: https://github.com/apache/spark/pull/15125 @dding3 I submitted a PR against your `cp2_pregel` branch. If you merge that PR into your branch, it will be reflected in this PR. This is my PR: https://github.com/dding3/spark/pull/1. --- If your project is set up for it, you can reply to this email and have your reply appear on GitHub as well. If your project does not have this feature enabled and wishes so, or if the feature is enabled but not working, please contact infrastructure at infrastruct...@apache.org or file a JIRA ticket with INFRA. --- - To unsubscribe, e-mail: reviews-unsubscr...@spark.apache.org For additional commands, e-mail: reviews-h...@spark.apache.org
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Github user dding3 commented on the issue: https://github.com/apache/spark/pull/15125 Both are OK for me. Please let me know if any update needed from me. --- If your project is set up for it, you can reply to this email and have your reply appear on GitHub as well. If your project does not have this feature enabled and wishes so, or if the feature is enabled but not working, please contact infrastructure at infrastruct...@apache.org or file a JIRA ticket with INFRA. --- - To unsubscribe, e-mail: reviews-unsubscr...@spark.apache.org For additional commands, e-mail: reviews-h...@spark.apache.org
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Github user mallman commented on the issue: https://github.com/apache/spark/pull/15125 > I think @mallman is saying he would merge changes to @dding3 branch Yes, or I could do them in a follow up PR. Or @dding3 could do them without my PR. I'm not hung up on getting credit. --- If your project is set up for it, you can reply to this email and have your reply appear on GitHub as well. If your project does not have this feature enabled and wishes so, or if the feature is enabled but not working, please contact infrastructure at infrastruct...@apache.org or file a JIRA ticket with INFRA. --- - To unsubscribe, e-mail: reviews-unsubscr...@spark.apache.org For additional commands, e-mail: reviews-h...@spark.apache.org
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Github user felixcheung commented on the issue: https://github.com/apache/spark/pull/15125 I think @mallman is saying he would merge changes to @dding3 branch --- If your project is set up for it, you can reply to this email and have your reply appear on GitHub as well. If your project does not have this feature enabled and wishes so, or if the feature is enabled but not working, please contact infrastructure at infrastruct...@apache.org or file a JIRA ticket with INFRA. --- - To unsubscribe, e-mail: reviews-unsubscr...@spark.apache.org For additional commands, e-mail: reviews-h...@spark.apache.org
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Github user viirya commented on the issue: https://github.com/apache/spark/pull/15125 @mallman Looks good to me. Wait for any committers to check this further. --- If your project is set up for it, you can reply to this email and have your reply appear on GitHub as well. If your project does not have this feature enabled and wishes so, or if the feature is enabled but not working, please contact infrastructure at infrastruct...@apache.org or file a JIRA ticket with INFRA. --- - To unsubscribe, e-mail: reviews-unsubscr...@spark.apache.org For additional commands, e-mail: reviews-h...@spark.apache.org
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Github user mallman commented on the issue: https://github.com/apache/spark/pull/15125 Our connected components computation completed successfully, with performance as expected. I've created a PR against @dding3's PR branch to incorporate a couple simple things. Then I think we're good to go. --- If your project is set up for it, you can reply to this email and have your reply appear on GitHub as well. If your project does not have this feature enabled and wishes so, or if the feature is enabled but not working, please contact infrastructure at infrastruct...@apache.org or file a JIRA ticket with INFRA. --- - To unsubscribe, e-mail: reviews-unsubscr...@spark.apache.org For additional commands, e-mail: reviews-h...@spark.apache.org
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Github user mallman commented on the issue: https://github.com/apache/spark/pull/15125 @dding3 These latest changes look great. I'll run our big connected components job today and report back. --- If your project is set up for it, you can reply to this email and have your reply appear on GitHub as well. If your project does not have this feature enabled and wishes so, or if the feature is enabled but not working, please contact infrastructure at infrastruct...@apache.org or file a JIRA ticket with INFRA. --- - To unsubscribe, e-mail: reviews-unsubscr...@spark.apache.org For additional commands, e-mail: reviews-h...@spark.apache.org
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[GitHub] spark issue #15125: [SPARK-5484][GraphX] Periodically do checkpoint in Prege...
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[GitHub] spark issue #15125: [SPARK-5484][GraphX] Periodically do checkpoint in Prege...
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[GitHub] spark issue #15125: [SPARK-5484][GraphX] Periodically do checkpoint in Prege...
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[GitHub] spark issue #15125: [SPARK-5484][GraphX] Periodically do checkpoint in Prege...
Github user dding3 commented on the issue: https://github.com/apache/spark/pull/15125 Thank you guys for reviewing the code. I have updated it based on the comments. --- If your project is set up for it, you can reply to this email and have your reply appear on GitHub as well. If your project does not have this feature enabled and wishes so, or if the feature is enabled but not working, please contact infrastructure at infrastruct...@apache.org or file a JIRA ticket with INFRA. --- - To unsubscribe, e-mail: reviews-unsubscr...@spark.apache.org For additional commands, e-mail: reviews-h...@spark.apache.org
[GitHub] spark issue #15125: [SPARK-5484][GraphX] Periodically do checkpoint in Prege...
Github user mallman commented on the issue: https://github.com/apache/spark/pull/15125 @viirya @dding3 I'm going to rerun our big connected components computation with the changes I've suggested to validate that it still performs and completes as expected. Given the time required to complete this calculation (10+ hours), I might not get to it until next week. --- If your project is set up for it, you can reply to this email and have your reply appear on GitHub as well. If your project does not have this feature enabled and wishes so, or if the feature is enabled but not working, please contact infrastructure at infrastruct...@apache.org or file a JIRA ticket with INFRA. --- - To unsubscribe, e-mail: reviews-unsubscr...@spark.apache.org For additional commands, e-mail: reviews-h...@spark.apache.org
[GitHub] spark issue #15125: [SPARK-5484][GraphX] Periodically do checkpoint in Prege...
Github user viirya commented on the issue: https://github.com/apache/spark/pull/15125 @mallman Thanks for ping me on this. The changes looks good to me overall. The most issue might be as @srowen said, I don't know if this is actively maintained still. I saw most recently commits to GraphX coming from @ankurdave, @tdas, @dbtsai. --- If your project is set up for it, you can reply to this email and have your reply appear on GitHub as well. If your project does not have this feature enabled and wishes so, or if the feature is enabled but not working, please contact infrastructure at infrastruct...@apache.org or file a JIRA ticket with INFRA. --- - To unsubscribe, e-mail: reviews-unsubscr...@spark.apache.org For additional commands, e-mail: reviews-h...@spark.apache.org
[GitHub] spark issue #15125: [SPARK-5484][GraphX] Periodically do checkpoint in Prege...
Github user srowen commented on the issue: https://github.com/apache/spark/pull/15125 I don't know. @ankurdave ? I am not sure this is being maintained in any meaningful sense now. --- If your project is set up for it, you can reply to this email and have your reply appear on GitHub as well. If your project does not have this feature enabled and wishes so, or if the feature is enabled but not working, please contact infrastructure at infrastruct...@apache.org or file a JIRA ticket with INFRA. --- - To unsubscribe, e-mail: reviews-unsubscr...@spark.apache.org For additional commands, e-mail: reviews-h...@spark.apache.org
[GitHub] spark issue #15125: [SPARK-5484][GraphX] Periodically do checkpoint in Prege...
Github user mallman commented on the issue: https://github.com/apache/spark/pull/15125 LGTM. @srowen, can you recommend an mllib committer to review these changes? I'm not familiar with that team. --- If your project is set up for it, you can reply to this email and have your reply appear on GitHub as well. If your project does not have this feature enabled and wishes so, or if the feature is enabled but not working, please contact infrastructure at infrastruct...@apache.org or file a JIRA ticket with INFRA. --- - To unsubscribe, e-mail: reviews-unsubscr...@spark.apache.org For additional commands, e-mail: reviews-h...@spark.apache.org
[GitHub] spark issue #15125: [SPARK-5484][GraphX] Periodically do checkpoint in Prege...
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[GitHub] spark issue #15125: [SPARK-5484][GraphX] Periodically do checkpoint in Prege...
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[GitHub] spark issue #15125: [SPARK-5484][GraphX] Periodically do checkpoint in Prege...
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[GitHub] spark issue #15125: [SPARK-5484][GraphX] Periodically do checkpoint in Prege...
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[GitHub] spark issue #15125: [SPARK-5484][GraphX] Periodically do checkpoint in Prege...
Github user dding3 commented on the issue: https://github.com/apache/spark/pull/15125 Sure. I will work on the rebase and update the PR soon. --- If your project is set up for it, you can reply to this email and have your reply appear on GitHub as well. If your project does not have this feature enabled and wishes so, or if the feature is enabled but not working, please contact infrastructure at infrastruct...@apache.org or file a JIRA ticket with INFRA. --- - To unsubscribe, e-mail: reviews-unsubscr...@spark.apache.org For additional commands, e-mail: reviews-h...@spark.apache.org
[GitHub] spark issue #15125: [SPARK-5484][GraphX] Periodically do checkpoint in Prege...
Github user mallman commented on the issue: https://github.com/apache/spark/pull/15125 Hi @dding3. Thanks for working on this! I was able to rebase and apply your patch to our build of Spark 2.1 to successfully compute the connected components of a graph with 5.2 billion vertices, 3.7 billion edges and 2.4 billion connected components. It took 832 iterations, but without your patch it stalled around iteration number 330. Can you please rebase your patch? I will take up a review of this PR when you've had a chance to rebase. Cheers. --- If your project is set up for it, you can reply to this email and have your reply appear on GitHub as well. If your project does not have this feature enabled and wishes so, or if the feature is enabled but not working, please contact infrastructure at infrastruct...@apache.org or file a JIRA ticket with INFRA. --- - To unsubscribe, e-mail: reviews-unsubscr...@spark.apache.org For additional commands, e-mail: reviews-h...@spark.apache.org
[GitHub] spark issue #15125: [SPARK-5484][GraphX] Periodically do checkpoint in Prege...
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[GitHub] spark issue #15125: [SPARK-5484][GraphX] Periodically do checkpoint in Prege...
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