Return-Path: X-Original-To: apmail-spark-dev-archive@minotaur.apache.org Delivered-To: apmail-spark-dev-archive@minotaur.apache.org Received: from mail.apache.org (hermes.apache.org [140.211.11.3]) by minotaur.apache.org (Postfix) with SMTP id C5B24184A0 for ; Mon, 7 Mar 2016 03:42:43 +0000 (UTC) Received: (qmail 48526 invoked by uid 500); 7 Mar 2016 03:42:42 -0000 Delivered-To: apmail-spark-dev-archive@spark.apache.org Received: (qmail 48408 invoked by uid 500); 7 Mar 2016 03:42:42 -0000 Mailing-List: contact dev-help@spark.apache.org; run by ezmlm Precedence: bulk List-Help: List-Unsubscribe: List-Post: List-Id: Delivered-To: mailing list dev@spark.apache.org Received: (qmail 48395 invoked by uid 99); 7 Mar 2016 03:42:41 -0000 Received: from pnap-us-west-generic-nat.apache.org (HELO spamd3-us-west.apache.org) (209.188.14.142) by apache.org (qpsmtpd/0.29) with ESMTP; Mon, 07 Mar 2016 03:42:41 +0000 Received: from localhost (localhost [127.0.0.1]) by spamd3-us-west.apache.org (ASF Mail Server at spamd3-us-west.apache.org) with ESMTP id 494341804FB for ; Mon, 7 Mar 2016 03:42:41 +0000 (UTC) X-Virus-Scanned: Debian amavisd-new at spamd3-us-west.apache.org X-Spam-Flag: NO X-Spam-Score: 1.179 X-Spam-Level: * X-Spam-Status: No, score=1.179 tagged_above=-999 required=6.31 tests=[DKIM_SIGNED=0.1, DKIM_VALID=-0.1, DKIM_VALID_AU=-0.1, HTML_MESSAGE=2, RCVD_IN_DNSWL_LOW=-0.7, RCVD_IN_MSPIKE_H3=-0.01, RCVD_IN_MSPIKE_WL=-0.01, SPF_PASS=-0.001] autolearn=disabled Authentication-Results: spamd3-us-west.apache.org (amavisd-new); dkim=pass (2048-bit key) header.d=gmail.com Received: from mx2-lw-eu.apache.org ([10.40.0.8]) by localhost (spamd3-us-west.apache.org [10.40.0.10]) (amavisd-new, port 10024) with ESMTP id UktODOK4rEmd for ; Mon, 7 Mar 2016 03:42:40 +0000 (UTC) Received: from mail-vk0-f54.google.com (mail-vk0-f54.google.com [209.85.213.54]) by mx2-lw-eu.apache.org (ASF Mail Server at mx2-lw-eu.apache.org) with ESMTPS id 97A915F649 for ; Mon, 7 Mar 2016 03:42:39 +0000 (UTC) Received: by mail-vk0-f54.google.com with SMTP id k1so88310204vkb.0 for ; Sun, 06 Mar 2016 19:42:39 -0800 (PST) DKIM-Signature: v=1; a=rsa-sha256; c=relaxed/relaxed; d=gmail.com; s=20120113; h=mime-version:in-reply-to:references:date:message-id:subject:from:to :cc; bh=updX8OoIgF9IUb/DFESlqciAzTMwcAampF/a3zfWpN8=; b=wvPwy5c0i0j/yD4XmFmrJReS1yrQlUn08KYkHe8CUdjAsMuZY8Jn/2nSLQGqH5aEBW qRsAtVIoXwp4JXMt7mjdrrm151pPwvyQMcbbEqxUgTubxP7UvTEG+glVRQWzJRrlVWyG cnjZ6ZHbuWTPJPVr7RsSE54mWN1A7G3ACpspIDnFp8zbds83KBjUZpqhu7AJ6tnch4ws 4tP5j821nkKhJdU3R0WN5gRL26j5Ju+sD6OO7NZpf60jVpe1u3aShwnpCeL3YA2VHXx0 3RCoqeUm7Yz0FjJozWA27KJM9UwueEOXz6wAQoDQmQXd5+ZO1hpyy/0V4mUxIIxIuBmD ZTRA== X-Google-DKIM-Signature: v=1; a=rsa-sha256; c=relaxed/relaxed; d=1e100.net; s=20130820; h=x-gm-message-state:mime-version:in-reply-to:references:date :message-id:subject:from:to:cc; bh=updX8OoIgF9IUb/DFESlqciAzTMwcAampF/a3zfWpN8=; b=hj08/rAbAAeJaH7dSycES+Sm0zBihPh5vipU0rG/g3aqK0xxZ0NM39QWX122VH4sqd lEZq90hPgnjjDSDPzgnY3Rt/fjtTEElyQUmhC9YM69o0Wbi4SBSuZ7WAlLqmaoZtUt+w Sn0OcgxRdL04ZlqwgnJ8Lafp5s7Q0Nx76TbKRaTTcTYRCns7ClJvb3Hx7hgcan5De4lx +SVGajP5LqNnVowHKUInJSzsXo/4rBUUnshXhgMZgYekkbDIUzxsPGRD3MZQRGFQakK1 hmqcOqr96mq/2XhNQSZgE3Amcqb0lEKtN+2Mpcwi/ncJhmLjDKemaiRmfZUbezcgP7Om WBDw== X-Gm-Message-State: AD7BkJIWJ3t9EWdjtdntEZNirpf9Ma0sITQg8+Fl4jBTrpUQBHU9OFOD42GaWNLOTYQdWs4NgqPIVbk0o1xbPA== MIME-Version: 1.0 X-Received: by 10.31.183.209 with SMTP id h200mr18287187vkf.141.1457322158666; Sun, 06 Mar 2016 19:42:38 -0800 (PST) Received: by 10.31.171.148 with HTTP; Sun, 6 Mar 2016 19:42:38 -0800 (PST) In-Reply-To: References: Date: Mon, 7 Mar 2016 12:42:38 +0900 Message-ID: Subject: Re: GraphX optimizations From: Takeshi Yamamuro To: Khaled Ammar Cc: "dev@spark.apache.org" Content-Type: multipart/alternative; boundary=001a114388c4973c41052d6d41f4 --001a114388c4973c41052d6d41f4 Content-Type: text/plain; charset=UTF-8 Hi, mapReduceTriplets you said has been removed in master and you need to use a newer api, aggregateMessages, instead of it (See SPARK-3936 and SPARK-12995 for details). The memory-based shuffling opt. is a topic of not only graphx but also spark itself. You can see SPARK-3376 for related discussions. Thanks, On Sat, Mar 5, 2016 at 2:53 AM, Khaled Ammar wrote: > Hi all, > > I wonder if the optimizations mentioned in the GraphX paper ( > https://amplab.cs.berkeley.edu/wp-content/uploads/2014/09/graphx.pdf ) > are currently implemented. In particular, I am looking for mrTriplets > optimizations and memory-based shuffle. > > -- > Thanks, > -Khaled > -- --- Takeshi Yamamuro --001a114388c4973c41052d6d41f4 Content-Type: text/html; charset=UTF-8 Content-Transfer-Encoding: quoted-printable
Hi,

mapReduceTriplets you said has= been removed in master and you need to use a newer api,
aggregat= eMessages, instead of it (See SPARK-3936 and SPARK-12995 for details).
<= /div>
The memory-based shuffling opt. is a topic of not only grap= hx but also spark itself.
You can see=C2=A0SPARK-3376 for related= discussions.

Thanks,


On Sat, Mar 5, 2016= at 2:53 AM, Khaled Ammar <khaled.ammar@gmail.com> wrot= e:
Hi all,

I wonder if the optimizations mentioned in the GraphX paper (=C2=A0https://amplab.cs.berkeley.edu/wp-content/uploads/201= 4/09/graphx.pdf ) are currently implemented. In particular, I am lookin= g for mrTriplets optimizations and memory-based shuffle.

--
Thanks,=
-Khaled



--
---
Takeshi Yamamuro
--001a114388c4973c41052d6d41f4--