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163 changes: 163 additions & 0 deletions LICENSE.txt
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9 changes: 9 additions & 0 deletions NOTICE.txt
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=========================================================================
NOTICE file for use with, and corresponding to Section 4 of,
the Apache License, Version 2.0,
in this case for the YCSB project.
=========================================================================

This product includes software developed by
Yahoo! Inc. (www.yahoo.com)
Copyright (c) 2010 Yahoo! Inc. All rights reserved.
38 changes: 38 additions & 0 deletions README
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Yahoo! Cloud System Benchmark (YCSB)

Overview
========

It is difficult to decide which system is right for your application,
partially because the features differ between systems, and partially
because there is not an easy way to compare the performance of one
system versus another.

The goal of the YCSB project is to develop a framework and common set
of workloads for evaluating the performance of different "key-value"
and "cloud" serving stores. The project comprises two things:

* The YCSB Client, an extensible workload generator

* The Core workloads, a set of workload scenarios to be executed by
the generator

Although the core workloads provide a well rounded picture of a
system's performance, the Client is extensible so that you can define
new and different workloads to examine system aspects, or application
scenarios, not adequately covered by the core workload. Similarly, the
Client is extensible to support benchmarking different
databases. Although we include sample code for benchmarking HBase and
Cassandra, it is straightforward to write a new interface layer to
benchmark your favorite database.

A common use of the tool is to benchmark multiple systems and compare
them. For example, you can install multiple systems on the same
hardward configuration, and run the same workloads against each
system. Then you can plot the performance of each system (for example,
as latency versus throughput curves) to see when one system does
better than another.

Detailed information about using the benchmark is available in the
doc/index.html file.

51 changes: 51 additions & 0 deletions build.xml
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<?xml version="1.0" encoding="UTF-8"?>
<project name="ycsb" default="compile" basedir=".">

<property name="src.dir" value="src"/>
<property name="doc.dir" value="doc"/>
<property name="dbsrc.dir" value="${src.dir}/com/yahoo/ycsb/db"/>
<property name="dblib.dir" value="${dbsrc.dir}/lib"/>

<property name="build.dir" value="build"/>
<property name="classes.dir" value="${build.dir}/classes"/>
<property name="jar.dir" value="${build.dir}/jar"/>


<path id="classpath">
<fileset dir="${dblib.dir}" includes="**/*.jar"/>
</path>


<target name="compile">
<mkdir dir="${classes.dir}"/>
<javac srcdir="${src.dir}" destdir="${classes.dir}" excludes="com/yahoo/ycsb/db/**" deprecation="on">
<compilerarg value="-Xlint:unchecked"/>
</javac>
<antcall target="makejar"/>
</target>

<target name="dbcompile">
<mkdir dir="${classes.dir}"/>
<javac srcdir="${dbsrc.dir}" destdir="${classes.dir}" classpathref="classpath" deprecation="on">
<compilerarg value="-Xlint:unchecked"/>
</javac>
<antcall target="makejar"/>
</target>

<target name ="makejar" description="Create a jar for the YCSB project">

<jar jarfile="build/ycsb.jar" includes="**/*.class" basedir="${classes.dir}"/>

</target>
<target name="clean">
<delete includeemptydirs="true">
<fileset dir="build" includes="**/*"/>
</delete>
</target>

<target name="doc">
<javadoc sourcepath="${src.dir}" destdir="${doc.dir}/javadoc" packagenames="com.yahoo.ycsb,com.yahoo.ycsb.workloads"/>
</target>

</project>

30 changes: 30 additions & 0 deletions doc/coreproperties.html
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<HTML>
<HEAD>
<TITLE>YCSB - Core workload package properties</TITLE>
</HEAD>
<BODY>
<H1><img src="images/ycsblogo-small.png"> Yahoo! Cloud Serving Benchmark</H1>
<H3>Version 0.1</H3>
<HR>
<A HREF="index.html">Home</A> - <A href="coreworkloads.html">Core workloads</A> - <a href="tipsfaq.html">Tips and FAQ</A>
<HR>
<H2>Core workload package properties</h2>
The property files used with the core workload generator can specify values for the following properties:<p>
<UL>
<LI><b>fieldcount</b>: the number of fields in a record (default: 10)
<LI><b>fieldlength</b>: the size of each field (default: 100)
<LI><b>readallfields</b>: should reads read all fields (true) or just one (false) (default: true)
<LI><b>readproportion</b>: what proportion of operations should be reads (default: 0.95)
<LI><b>updateproportion</b>: what proportion of operations should be updates (default: 0.05)
<LI><b>insertproportion</b>: what proportion of operations should be inserts (default: 0)
<LI><b>scanproportion</b>: what proportion of operations should be scans (default: 0)
<LI><b>readmodifywriteproportion</b>: what proportion of operations should be read a record, modify it, write it back (default: 0)
<LI><b>requestdistribution</b>: what distribution should be used to select the records to operate on - uniform, zipfian or latest (default: uniform)
<LI><b>maxscanlength</b>: for scans, what is the maximum number of records to scan (default: 1000)
<LI><b>scanlengthdistribution</b>: for scans, what distribution should be used to choose the number of records to scan, for each scan, between 1 and maxscanlength (default: uniform)
<LI><b>insertorder</b>: should records be inserted in order by key ("ordered"), or in hashed order ("hashed") (default: hashed)
</UL>
<HR>
YCSB - Yahoo! Research - Contact [email protected].
</BODY>
</HTML>
59 changes: 59 additions & 0 deletions doc/coreworkloads.html
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<HTML>
<HEAD>
<TITLE>YCSB - Core workloads</TITLE>
</HEAD>
<BODY>
<H1><img src="images/ycsblogo-small.png"> Yahoo! Cloud Serving Benchmark</H1>
<H3>Version 0.1</H3>
<HR>
<A HREF="index.html">Home</A> - <A href="coreworkloads.html">Core workloads</A> - <a href="tipsfaq.html">Tips and FAQ</A>
<HR>
<H2>Core workloads</h2>
YCSB includes a set of core workloads that define a basic benchmark for cloud systems. Of course, you can define your own workloads, as described <a href="workload.html">here</A>. However,
the core workloads are a useful first step, and obtaining these benchmark numbers for a variety of different systems would allow you to understand the performance
tradeoffs of different systems.
<P>
The core workloads consist of six different workloads:
<P>
<B>Workload A: Update heavy workload</B>
<P>
This workload has a mix of 50/50 reads and writes. An application example is a session store recording recent actions.
<P>
<B>Workload B: Read mostly workload</B>
<P>
This workload has a 95/5 reads/write mix. Application example: photo tagging; add a tag is an update, but most operations are to read tags.
<P>
<B>Workload C: Read only</B>
<P>
This workload is 100% read. Application example: user profile cache, where profiles are constructed elsewhere (e.g., Hadoop).
<P>
<B>Workload D: Read latest workload</B>
<P>
In this workload, new records are inserted, and the most recently inserted records are the most popular. Application example: user status updates; people want to read the latest.
<P>
<B>Workload E: Short ranges</B>
<P>
In this workload, short ranges of records are queried, instead of individual records. Application example: threaded conversations, where each scan is for the posts in a given thread (assumed to be clustered by thread id).
<P>
<B>Workload F: Read-modify-write</B>
<P>
In this workload, the client will read a record, modify it, and write back the changes. Application example: user database, where user records are read and modified by the user or to record user activity.

<HR>
<H2>Running the workloads</H2>
All six workloads have a data set which is similar. Workloads D and E insert records during the test run. Thus, to keep the database size consistent, we recommend the following sequence:
<OL>
<LI>Load the database, using workload A's parameter file (workloads/workloada) and the "-load" switch to the client.
<LI>Run workload A (using workloads/workloada and "-t") for a variety of throughputs.
<LI>Run workload B (using workloads/workloadb and "-t") for a variety of throughputs.
<LI>Run workload C (using workloads/workloadc and "-t") for a variety of throughputs.
<LI>Run workload F (using workloads/workloadf and "-t") for a variety of throughputs.
<LI>Run workload D (using workloads/workloadd and "-t") for a variety of throughputs. This workload inserts records, increasing the size of the database.
<LI>Delete the data in the database.
<LI>Reload the database, using workload E's parameter file (workloads/workloade) and the "-load switch to the client.
<LI>Run workload E (using workloads/workloadd and "-t") for a variety of throughputs. This workload inserts records, increasing the size of the database.
</OL>
<HR>
YCSB - Yahoo! Research - Contact [email protected].
</BODY>
</HTML>
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