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From: "Mungre,Surbhi" <Surbhi.Mungre@Cerner.com>
To: "user@crunch.apache.org" <user@crunch.apache.org>
Subject: Same processing in two m/r jobs 
Thread-Topic: Same processing in two m/r jobs 
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Date: Tue, 12 Nov 2013 04:30:56 +0000
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Background:
We have a crunch pipeline which is used to normalize and standardize some e=
ntities represented as Avro. In our pipeline, we also capture some context =
information about the errors and warnings which we encounter during our pro=
cessing. We pass a pair of context information and Avro entities in our pip=
eline. At the end of the pipeline, the context information is written to HD=
FS and Avro entities are written to HFiles.

Problem:
When we were trying to analyze DAG for our crunch pipeline we noticed that =
same processing is done in two m/r jobs. Once it is done to capture context=
 information and second time it is done to generate HFiles. I wrote a test =
which replicates this issue with a simple example. The test and a DAG creat=
ed from this test are attached with the post. It is clear from the DAG that=
 S2 and S3 are processed twice. I am not sure why this processing is done t=
wice and if there is any way to avoid this behavior.

Surbhi Mungre
Software Engineer
www.cerner.com


CONFIDENTIALITY NOTICE This message and any included attachments are from C=
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Content-ID: <A02D418FC0CF3F4FAEC4BE193B847485@cerner.com>
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<html>
<head>
<meta http-equiv=3D"Content-Type" content=3D"text/html; charset=3Dus-ascii">
</head>
<body style=3D"word-wrap: break-word; -webkit-nbsp-mode: space; -webkit-lin=
e-break: after-white-space; color: rgb(0, 0, 0); font-size: 14px; font-fami=
ly: Calibri, sans-serif; ">
<div><span style=3D"background-color: rgb(255, 255, 255); white-space: pre-=
wrap; ">Background:</span></div>
<div><font face=3D"Calibri,sans-serif" style=3D"white-space: pre-wrap; ">We=
 have a crunch pipeline which is used to normalize and standardize some ent=
ities represented as Avro. In our pipeline, we also capture some context in=
formation about the errors and warnings
 which we encounter during our processing. We pass a pair of context inform=
ation and Avro entities in our pipeline. At the end of the pipeline, the co=
ntext information is written to HDFS and
</font><span style=3D"background-color: rgb(255, 255, 255); white-space: pr=
e-wrap; ">Avro entities are written to HFiles.&nbsp;</span></div>
<span id=3D"OLK_SRC_BODY_SECTION">
<div style=3D"word-wrap: break-word; -webkit-nbsp-mode: space; -webkit-line=
-break: after-white-space; color: rgb(0, 0, 0); font-size: 14px; font-famil=
y: Calibri, sans-serif; ">
<pre><div style=3D"color: rgb(0, 0, 0); font-family: Calibri, sans-serif; f=
ont-size: 14px; white-space: pre-wrap; background-color: rgb(255, 255, 255)=
; "><span style=3D"background-color: rgb(255, 254, 254); ">Problem:</span><=
/div><div style=3D"color: rgb(0, 0, 0); font-family: Calibri, sans-serif; f=
ont-size: 14px; background-color: rgb(255, 255, 255); "><font face=3D"Calib=
ri,sans-serif" style=3D"color: rgb(0, 0, 0); font-family: Calibri, sans-ser=
if; font-size: 14px; white-space: pre-wrap; ">When</font><span style=3D"col=
or: rgb(0, 0, 0); font-family: Calibri, sans-serif; font-size: 14px; white-=
space: pre-wrap; background-color: rgb(255, 254, 254); "><font face=3D"Cali=
bri,sans-serif"> we were trying to analyze DAG for our crunch pipeline we n=
oticed that same processing is done in two m/r jobs. Once it is done to cap=
ture context </font></span><font face=3D"Calibri,sans-serif"><span style=3D=
"white-space: pre-wrap;">information and second time it is done to generate=
 HFiles. I wrote a test which replicates this issue with a simple example. =
The test and a DAG created from this test are attached with the post. It is=
 clear from the DAG that S2 and S3 are processed twice. I am not sure why t=
his processing is done twice and if there is any way to avoid this behavior=
.</span></font></div><div style=3D"color: rgb(0, 0, 0); font-family: Calibr=
i, sans-serif; font-size: 14px; background-color: rgb(255, 255, 255); "><br=
></div><div style=3D"color: rgb(0, 0, 0); font-family: Calibri, sans-serif;=
 font-size: 14px; white-space: pre-wrap; background-color: rgb(255, 255, 25=
5); ">Surbhi Mungre&nbsp;</div><div style=3D"color: rgb(0, 0, 0); font-fami=
ly: Calibri, sans-serif; font-size: 14px; white-space: pre-wrap; background=
-color: rgb(255, 255, 255); ">Software Engineer</div><div style=3D"color: r=
gb(0, 0, 0); font-family: Calibri, sans-serif; font-size: 14px; white-space=
: pre-wrap; background-color: rgb(255, 255, 255); ">www.cerner.com</div><di=
v style=3D"color: rgb(0, 0, 0); font-family: Calibri, sans-serif; font-size=
: 14px; white-space: pre-wrap; background-color: rgb(255, 255, 255); "><div=
><br></div></div><div style=3D"color: rgb(0, 0, 0); font-family: Calibri, s=
ans-serif; font-size: 14px; white-space: pre-wrap; background-color: rgb(25=
5, 255, 255); "><div><br></div></div></pre>
</div>
</span>

<DIV>
CONFIDENTIALITY NOTICE This message and any included attachments are from C=
erner Corporation and are intended only for the addressee. The information =
contained in this message is confidential and may constitute inside or non-=
public information under international, federal, or state securities laws. =
Unauthorized forwarding, printing, copying, distribution, or use of such in=
formation is strictly prohibited and may be unlawful. If you are not the ad=
dressee, please promptly delete this message and notify the sender of the d=
elivery error by e-mail or you may call Cerner&#39;s corporate offices in K=
ansas City, Missouri, U.S.A at (+1) (816)221-1024.<BR>
</DIV></body>
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