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- PDF</a>
- </div>
- <div id="minitoc-area">
- <ul class="minitoc">
- <li>
- <a href="#The+ZooKeeper+Data+Model">The ZooKeeper Data Model</a>
- <ul class="minitoc">
- <li>
- <a href="#sc_zkDataModel_znodes">ZNodes</a>
- <ul class="minitoc">
- <li>
- <a href="#sc_zkDataMode_watches">Watches</a>
- </li>
- <li>
- <a href="#Data+Access">Data Access</a>
- </li>
- <li>
- <a href="#Ephemeral+Nodes">Ephemeral Nodes</a>
- </li>
- <li>
- <a href="#Unique+Naming">Unique Naming</a>
- </li>
- </ul>
- </li>
- <li>
- <a href="#sc_timeInZk">Time in ZooKeeper</a>
- </li>
- <li>
- <a href="#sc_zkStatStructure">ZooKeeper Stat Structure</a>
- </li>
- </ul>
- </li>
- <li>
- <a href="#ZooKeeper+Sessions">ZooKeeper Sessions</a>
- </li>
- <li>
- <a href="#ZooKeeper+Watches">ZooKeeper Watches</a>
- <ul class="minitoc">
- <li>
- <a href="#sc_WatchGuarantees">What ZooKeeper Guarantees about Watches</a>
- </li>
- <li>
- <a href="#sc_WatchRememberThese">Things to Remember about Watches</a>
- </li>
- </ul>
- </li>
- <li>
- <a href="#Consistency+Guarantees">Consistency Guarantees</a>
- </li>
- <li>
- <a href="#Bindings">Bindings</a>
- <ul class="minitoc">
- <li>
- <a href="#Java+Binding">Java Binding</a>
- </li>
- <li>
- <a href="#C+Binding">C Binding</a>
- <ul class="minitoc">
- <li>
- <a href="#Installation">Installation</a>
- </li>
- <li>
- <a href="#Using+the+Client">Using the Client</a>
- </li>
- </ul>
- </li>
- </ul>
- </li>
- <li>
- <a href="#Building+Blocks%3A+A+Guide+to+ZooKeeper+Operations">Building Blocks: A Guide to ZooKeeper Operations</a>
- </li>
- <li>
- <a href="#Program+Structure%2C+with+Simple+Example">Program Structure, with Simple Example</a>
- </li>
- <li>
- <a href="#Gotchas%3A+Common+Problems+and+Troubleshooting">Gotchas: Common Problems and Troubleshooting</a>
- </li>
- </ul>
- </div>
-
- <title>ZooKeeper Programmer's Guide</title>
-
- <subtitle>Developing Distributed Applications that use ZooKeeper</subtitle>
-
-
- <a name="_introduction"></a>
- <preface id="_introduction">
-
- <title>Introduction</title>
-
- <p>This document is a guide for developers wishing to create
- distributed applications that take advantage of ZooKeeper's coordination
- services. It contains conceptual and practical information.</p>
-
- <p>The first four chapters of this guide present higher level
- discussions of various ZooKeeper concepts. These are necessary both for an
- understanding of how Zookeeper works as well how to work with it. It does
- not contain source code, but it does assume a familiarity with the
- problems associated with distributed computing. The chapters in this first
- group are:</p>
-
- <ul>
-
- <li>
-
- <p>
- <a href="#ch_zkDataModel">The ZooKeeper Data Model</a>
- </p>
-
- </li>
-
- <li>
-
- <p>
- <a href="#ch_zkSessions">ZooKeeper Sessions</a>
- </p>
-
- </li>
-
- <li>
-
- <p>
- <a href="#ch_zkWatches">ZooKeeper Watches</a>
- </p>
-
- </li>
-
- <li>
-
- <p>
- <a href="#ch_zkGuarantees">Consistency Guarantees</a>
- </p>
-
- </li>
-
- </ul>
-
- <p>The next four chapters of this provided practical programming
- information. These are:</p>
-
- <ul>
-
- <li>
-
- <p>
- <a href="#ch_guideToZkOperations">Building Blocks: A Guide to ZooKeeper Operations</a>
- </p>
-
- </li>
-
- <li>
-
- <p>
- <a href="#ch_bindings">Bindings</a>
- </p>
-
- </li>
-
- <li>
-
- <p>
- <a href="#ch_programStructureWithExample">Program Structure, with Simple Example</a>
-
- <remark>[tbd]</remark>
- </p>
-
- </li>
-
- <li>
-
- <p>
- <a href="#ch_gotchas">Gotchas: Common Problems and Troubleshooting</a>
- </p>
-
- </li>
-
- </ul>
-
- <p>The book concludes with an <a href="#apx_linksToOtherInfo">appendix</a> containing links to other
- useful, ZooKeeper-related information.</p>
-
- <p>Most of information in this document is written to be accessible as
- stand-alone reference material. However, before starting your first
- ZooKeeper application, you should probably at least read the chaptes on
- the <a href="#ch_zkDataModel">ZooKeeper Data Model</a> and <a href="#ch_guideToZkOperations">ZooKeeper Basic Operations</a>. Also,
- the <a href="#ch_programStructureWithExample">Simple Programmming
- Example</a>
- <remark>[tbd]</remark> is helpful for understand the basic
- structure of a ZooKeeper client application.</p>
-
- </preface>
-
- <a name="N1007F"></a><a name="The+ZooKeeper+Data+Model"></a>
- <h2 class="h3">The ZooKeeper Data Model</h2>
- <div class="section">
- <p>ZooKeeper has a hierarchal name space, much like a distributed file
- system. The only difference is that each node in the namespace can have
- data associated with it as well as children. It is like having a file
- system that allows a file to also be a directory. Paths to nodes are
- always expressed as canonical, absolute, slash-separated paths; there are
- no relative reference. Any unicode character can be used in a path subject
- to the following constraints:</p>
- <ul>
-
- <li>
-
- <p>The null character (\u0000) cannot be part of a path name. (This
- causes problems with the C binding.)</p>
-
- </li>
-
- <li>
-
- <p>The following characters can't be used because they don't
- display well, or render in confusing ways: \u0001 - \u0019 and \u007F
- - \u009F.</p>
-
- </li>
-
- <li>
-
- <p>The following characters are not allowed because <remark>[tbd:
- do we need reasons?]</remark> :\ud800 -uF8FFF, \uFFF0-uFFFF, \uXFFFE -
- \uXFFFF (where X is an digit 1 - E), \uF0000 - \uFFFFF.</p>
-
- </li>
-
- <li>
-
- <p>The "." character can be used as part of another name, but "."
- and ".." cannot alone make up the whole name of a path location,
- because ZooKeeper doesn't use relative paths. The following would be
- invalid: "/a/b/./c" or "/a/b/../c".</p>
-
- </li>
-
- <li>
-
- <p>The token "zookeeper" is reserved.</p>
-
- </li>
-
- </ul>
- <a name="N100AC"></a><a name="sc_zkDataModel_znodes"></a>
- <h3 class="h4">ZNodes</h3>
- <p>Every node in a ZooKeeper tree is refered to as a
- <em>znode</em>. Znodes maintain a stat structure that
- includes version numbers for data changes, acl changes. The stat
- structure also has timestamps. The version number, together with the
- timestamp allow ZooKeeper to validate the cache and to coordinate
- updates. Each time a znode's data changes, the version number increases.
- For instance, whenever a client retrieves data, it also receives the
- version of the data. And when a client performs an update or a delete,
- it must supply the version of the data of the znode it is changing. If
- the version it supplies doesn't match the actual version of the data,
- the update will fail. (This behavior can be overridden. For more
- information see... <remark>[tbd... reference here to the section
- describing the special version number -1]</remark>
- </p>
- <div class="note">
- <div class="label">Note</div>
- <div class="content">
-
- <p>In distributed application engineering, the word
- <em>node</em> can refer to a generic host machine, a
- server, a member of quorums, a client process, etc. In the ZooKeeper
- documentatin, <em>znodes</em> refer to the data nodes.
- <em>Servers</em> to refer to machines that make up the
- ZooKeeper service; <em>quorum peers</em> refer to the
- servers that make up a quorum; client refers to any host or process
- which uses a ZooKeeper service.</p>
-
- </div>
- </div>
- <p>Znodes are the main enitity that a programmer access. They have
- several characteristics that are worth mentioning here.</p>
- <a name="N100CF"></a><a name="sc_zkDataMode_watches"></a>
- <h4>Watches</h4>
- <p>Clients can set watches on znodes. Changes to that znode trigger
- the watch and then clear the watch. When a watch triggers, ZooKeeper
- sends the client a notification. More information about watches can be
- found in the section
- <a href="#ch_zkWatches">Zookeeper Watches</a>.
- <remark>[tbd: fix this link] [tbd: Ben there is note from to emphasize
- that "it is queued". What is "it" and is what we have here
- sufficient?]</remark>
- </p>
- <a name="N100DF"></a><a name="Data+Access"></a>
- <h4>Data Access</h4>
- <p>The data stored at each znode in a namespace is read and written
- atomically. Reads get all the data bytes associated with a znode and a
- write replaces all the data. Each node has an Access Control List
- (ACL) that restricts who can do what.</p>
- <a name="N100E9"></a><a name="Ephemeral+Nodes"></a>
- <h4>Ephemeral Nodes</h4>
- <p>ZooKeeper also has the notion of ephemeral nodes. These znodes
- exists as long as the session that created the znode is active. When
- the session ends the znode is deleted. Because of this behavior
- ephemeral znodes are not allowed to have children.</p>
- <a name="N100F3"></a><a name="Unique+Naming"></a>
- <h4>Unique Naming</h4>
- <p>Finally you create a znode, you can request that ZooKeeper
- append a monotonicly increasing counter be appended to the path name
- of the znode to be requested. This counter is unique to the parent
- znode.</p>
- <a name="N100FE"></a><a name="sc_timeInZk"></a>
- <h3 class="h4">Time in ZooKeeper</h3>
- <p>ZooKeeper tracks time multiple ways:</p>
- <ul>
-
- <li>
-
- <p>
- <strong>Zxid</strong>
- </p>
-
- <p>Every change to the ZooKeeper state receives a stamp in the
- form of a <em>zxid</em> (ZooKeeper Transaction Id).
- This exposes the total ordering of all changes to ZooKeeper. Each
- change will have a unique zxid and if zxid1 is smaller than zxid2
- then zxid1 happened before zxid2.</p>
-
- </li>
-
- <li>
-
- <p>
- <strong>Version numbers</strong>
- </p>
-
- <p>Every change to a a node will cause an increase to one of the
- version numbers of that node. The three version numbers are version
- (number of changes to the data of a znode), cversion (number of
- changes to the children of a znode), and aversion (number of changes
- to the ACL of a znode).</p>
-
- </li>
-
- <li>
-
- <p>
- <strong>Ticks</strong>
- </p>
-
- <p>When using multi-server ZooKeeper, servers use ticks to define
- timing of events such as status uploads, session timeouts,
- connection timeouts between peers, etc. The tick time is only
- indirectly exposed through the minimum session timeout (2 times the
- tick time); if a client requests a session timeout less than the
- minimum session timeout, the server will tell the client that the
- session timeout is actually the minimum session timeout.</p>
-
- </li>
-
- <li>
-
- <p>
- <strong>Real time</strong>
- </p>
-
- <p>ZooKeeper doesn't use real time, or clock time, at all except
- to put timestamps into the stat structure on znode creation and
- znode modification.</p>
-
- </li>
-
- </ul>
- <a name="N10136"></a><a name="sc_zkStatStructure"></a>
- <h3 class="h4">ZooKeeper Stat Structure</h3>
- <p>The Stat structure for each znode in ZooKeeper is made up of the
- following fields:</p>
- <ul>
-
- <li>
-
- <p>
- <strong>czxid</strong>
- </p>
-
- <p>The zxid of the change that caused this znode to be
- created.</p>
-
- </li>
-
- <li>
-
- <p>
- <strong>mzxid</strong>
- </p>
-
- <p>The zxid of the change that last modified this znode.</p>
-
- </li>
-
- <li>
-
- <p>
- <strong>ctime</strong>
- </p>
-
- <p>The time in milliseconds from epoch when this znode was
- created.</p>
-
- </li>
-
- <li>
-
- <p>
- <strong>mtime</strong>
- </p>
-
- <p>The time in milliseconds from epoch when this znode was last
- modified.</p>
-
- </li>
-
- <li>
-
- <p>
- <strong>version</strong>
- </p>
-
- <p>The number of changes to the data of this znode.</p>
-
- </li>
-
- <li>
-
- <p>
- <strong>cversion</strong>
- </p>
-
- <p>The number of changes to the children of this znode.</p>
-
- </li>
-
- <li>
-
- <p>
- <strong>aversion</strong>
- </p>
-
- <p>The number of changes to the ACL of this znode.</p>
-
- </li>
-
- <li>
-
- <p>
- <strong>ephemeralOwner</strong>
- </p>
-
- <p>The session id of the owner of this znode if the znode is an
- ephemeral node. If it is not an ephemeral node, it will be
- zero.</p>
-
- </li>
-
- </ul>
- </div>
-
- <a name="N10194"></a><a name="ZooKeeper+Sessions"></a>
- <h2 class="h3">ZooKeeper Sessions</h2>
- <div class="section">
- <p>When a client gets a handle to the ZooKeeper service, ZooKeeper
- creates a ZooKeeper session, represented as a 64-bit number, that it
- assigns to the client. If the client connects to a different ZooKeeper
- server, it will send the session id as a part of the connection handshake.
- As a security measure, the server creates a password for the session id
- that any ZooKeeper server can validate. <remark>[tbd: note from Ben:
- "perhaps capability is a better word." need clarification on that.]
- </remark>The password is sent to the client with the session id when the
- client establishes the session. The client sends this password with the
- session id whenever it reestablishes the session with a new server.</p>
- <p>One of the parameters to the ZooKeeper client library call to create
- a ZooKeeper session is the session timeout in milliseconds. The client
- sends a requested timeout, the server responds with the timeout that it
- can give the client. The current implementation requires that the timeout
- be between 2 times the tickTime (as set in the server configuration) and
- 60 seconds.</p>
- <p>The session is kept alive by requests sent by the client. If the
- session is idle for a period of time that would timeout the session, the
- client will send a PING request to keep the session alive. This PING
- request not only allows the ZooKeeper server to know that the client is
- still active, but it also allows the client to verify that its connection
- to the ZooKeeper server is still active. The timing of the PING is
- conservative enough to ensure reasonable time to detect a dead connection
- and reconnect to a new server.</p>
- </div>
-
- <a name="N101A7"></a><a name="ZooKeeper+Watches"></a>
- <h2 class="h3">ZooKeeper Watches</h2>
- <div class="section">
- <p>All of the read operations in ZooKeeper - <strong>getData()</strong>, <strong>getChildren()</strong>, and <strong>exists()</strong> - have the option of setting a watch as a
- side effect. Here is ZooKeeper's definition of a watch: a watch event is
- one-time trigger, sent to the client that set the watch, which occurs when
- the data for which the watch was set changes. There are three key points
- to consider in this definition of a watch:</p>
- <ul>
-
- <li>
-
- <p>
- <strong>One-time trigger</strong>
- </p>
-
- <p>One watch event will be sent to the client the data has changed.
- For example, if a client does a getData("/znode1", true) and later the
- data for /znode1 is changed or deleted, the client will get a watch
- event for /znode1. If /znode1 changes again, no watch event will be
- sent unless the client has done another read that sets a new
- watch.</p>
-
- </li>
-
- <li>
-
- <p>
- <strong>Sent to the client</strong>
- </p>
-
- <p>This implies that an event is on the way to the client, but may
- not reach the client before the successful return code to the change
- operation reaches the client that initiated the change. Watches are
- sent asynchronously to watchers. ZooKeeper provides an ordering
- guarantee: a client will never see a change for which it has set a
- watch until it first sees the watch event. Network delays or other
- factors may cause different clients to see watches and return codes
- from updates at different times. The key point is that everything seen
- by the different clients will have a consistent order.</p>
-
- </li>
-
- <li>
-
- <p>
- <strong>The data for which the watch was
- set</strong>
- </p>
-
- <p>This refers to the different ways a node can change. ZooKeeper
- maintains two lists of watches: data watches and child watches.
- getData() and exists() set data watches. getChildren() sets child
- watches. Thus, setData() will trigger data watches for the znode being
- set (assuming the set is successful). A successful create() will
- trigger a data watch for the znode being created and a child watch for
- the parent znode. A successful delete() will trigger both a data watch
- and a child watch (since there can be no more children) for a znode
- being deleted as well as a child watch for the parent znode.</p>
-
- </li>
-
- </ul>
- <p>Watches are maintained locally at the ZooKeeper server to which the
- client is connected. This allows watches to be light weight to set,
- maintain, and dispatch. It also means if a client connects to a different
- server, the new server is not going to know about its watches. So, when a
- client gets a disconnect event, it must consider that an implicit trigger
- of all watches. When a client reconnects to a new server, the client
- should re-set any watches that it is still interested in.</p>
- <a name="N101DD"></a><a name="sc_WatchGuarantees"></a>
- <h3 class="h4">What ZooKeeper Guarantees about Watches</h3>
- <p>With regard to watches, ZooKeeper maintains these
- guarantees:</p>
- <ul>
-
- <li>
-
- <p>Watches are ordered with respect to other events, other
- watches, and asynchronous replies. The ZooKeeper client libraries
- ensures that everything is dispatched in order.</p>
-
- </li>
-
- </ul>
- <ul>
-
- <li>
-
- <p>A client will see a watch event for a znode it is watching
- before seeing the new data that corresponds to that znode.</p>
-
- </li>
-
- </ul>
- <ul>
-
- <li>
-
- <p>The order of watch events from ZooKeeper corresponds to the
- order of the updates as seen by the ZooKeeper service.</p>
-
- </li>
-
- </ul>
- <a name="N10202"></a><a name="sc_WatchRememberThese"></a>
- <h3 class="h4">Things to Remember about Watches</h3>
- <ul>
-
- <li>
-
- <p>Watches are one time triggers; if you get a watch event and
- you want to get notified of future changes, you must set another
- watch.</p>
-
- </li>
-
- </ul>
- <ul>
-
- <li>
-
- <p>Because watches are one time triggers and there is latency
- between getting the event and sending a new request to get a watch
- you cannot reliably see every change that happens to a node in
- ZooKeeper. Be prepared to handle the case where the znode changes
- multiple times between getting the event and setting the watch
- again. (You may not care, but at least realize it may
- happen.)</p>
-
- </li>
-
- </ul>
- <ul>
-
- <li>
-
- <p>When you disconnect from a server (for example, when the
- server fails), all of the watches you have registered are lost, so
- you should treat this case as if all your watches were
- triggered.</p>
-
- </li>
-
- </ul>
- </div>
-
- <a name="N10225"></a><a name="Consistency+Guarantees"></a>
- <h2 class="h3">Consistency Guarantees</h2>
- <div class="section">
- <p>ZooKeeper is a high performance, scalable service. Both reads and
- write operations are designed to be fast, though reads are faster than
- writes. The reason for this is that in the case of reads, ZooKeeper can
- serve older data, which in turn is due to ZooKeeper's consistency
- guarantees:</p>
- <dl>
-
- <dt>
- <term>Sequential Consistency</term>
- </dt>
- <dd>
- <p>Updates from a client will be applied in the order that they
- were sent.</p>
- </dd>
-
- <dt>
- <term>Atomicity</term>
- </dt>
- <dd>
- <p>Updates either succeed or fail -- there are no partial
- results.</p>
- </dd>
-
- <dt>
- <term>Single System Image</term>
- </dt>
- <dd>
- <p>A client will see the same view of the service regardless of
- the server that it connects to.</p>
- </dd>
-
- <dt>
- <term>Reliability</term>
- </dt>
- <dd>
- <p>Once an update has been applied, it will persist from that
- time forward until a client overwrites the update. This guarantee
- has two corollaries:</p>
- <ol>
-
- <li>
-
- <p>If a client gets a successful return code, the update will
- have been applied. On some failures (communication errors,
- timeouts, etc) the client will not know if the update has
- applied or not. We take steps to minimize the failures, but the
- only guarantee is only present with successful return codes.
- (This is called the _monotonicity condition_ in Paxos.)</p>
-
- </li>
-
- <li>
-
- <p>Any updates that are seen by the client, through a read
- request or successful update, will never be rolled back when
- recovering from server failures.</p>
-
- </li>
-
- </ol>
- </dd>
-
- <dt>
- <term>Timeliness</term>
- </dt>
- <dd>
- <p>The clients view of the system is guaranteed to be up-to-date
- within a certain time bound. (On the order of tens of seconds.)
- Either system changes will be seen by a client within this bound, or
- the client will detect a service outage.</p>
- </dd>
-
- </dl>
- <p>Using these consistency guarantees it is easy to build higher level
- functions such as leader election, barriers, queues, and read/write
- revocable locks solely at the ZooKeeper client (no additions needed to
- ZooKeeper). See <a href="recipes.html">Recipes and Solutions</a>
- for more details.</p>
- <p>
- <div class="note">
- <div class="label">Note</div>
- <div class="content">
-
- <p>Sometimes developers mistakenly assume one other guarantee that
- Zookeeper does <em>not</em> in fact make. This is:</p>
-
- <dl>
-
- <dt>
- <term>Simultaneously Conistent Cross-Client Views</term>
- </dt>
- <dd>
- <p>ZooKeeper does not guarantee that at every instance in
- time, two different clients will have identical views of
- ZooKeeper data. Due to factors like network delays, one client
- may perform an update before another client gets notified of the
- change. Consider the scenario of two clients, A and B. If client
- A sets the value of a znode /a from 0 to 1, then tells client B
- to read /a, client B may read the old value of 0, depending on
- which server in the ZooKeeper quorum it is connected to. If it
- is important that Client A and Client B read the same value,
- Client B should should call the <strong>sync()</strong> method from the ZooKeeper API
- method before it performs its read.</p>
- <p>So, ZooKeeper by itself doesn't guarantee instantaneous,
- atomic, synchronization across its quorum, but ZooKeeper
- primitives can be used to construct higher level functions that
- provide complete client synchronization. (For more information,
- see the <a href="recipes.html#sc_recipes_Locks">Locks</a>
-
- <remark>[tbd: fix final link target]</remark> in <a href="recipes.html">Zookeeper Recipes</a>.
- <remark>[tbd: fix final link target]</remark>).</p>
- </dd>
-
- </dl>
-
- </div>
- </div>
- </p>
- </div>
-
- <a name="N10291"></a><a name="Bindings"></a>
- <h2 class="h3">Bindings</h2>
- <div class="section">
- <p>The ZooKeeper client libraries come in two languages: Java and C.
- The following sections describe these.</p>
- <a name="N1029A"></a><a name="Java+Binding"></a>
- <h3 class="h4">Java Binding</h3>
- <p>There are two packages that make up the ZooKeeper Java binding:
- <strong>org.apache.zookeeper</strong> and <strong>org.apache.zookeeper.data</strong>. The rest of the
- packages that make up ZooKeeper are used internally or are part of the
- server implementation. The <strong>org.apache.zookeeper.data</strong> package is made up of
- generated classes that are used simply as containers.</p>
- <p>The main class used by a ZooKeeper Java client is the <strong>ZooKeeper</strong> class. Its two constructors differ only
- by an optional session id and password. ZooKeeper supports session
- recovery accross instances of a process. A Java program may save its
- session id and password to stable storage, restart, and recover the
- session that was used by the earlier instance of the program.</p>
- <p>When a ZooKeeper object is created, two threads are created as
- well: an IO thread and an event thread. All IO happens on the IO thread
- (using Java NIO). All event callbacks happen on the event thread.
- Session maintenance such as reconnecting to ZooKeeper servers and
- maintaining heartbeat is done on the IO thread. Responses for
- synchronous methods are also processed in the IO thread. All responses
- to asynchronous methods and watch events are processed on the event
- thread. There are a few things to notice that result from this
- design:</p>
- <ul>
-
- <li>
-
- <p>All completions for asynchronous calls and watcher callbacks
- will be made in order, one at a time. The caller can do any
- processing they wish, but no other callbacks will be processed
- during that time.</p>
-
- </li>
-
- <li>
-
- <p>Callbacks do not block the processing of the IO thread or the
- processing of the synchronous calls.</p>
-
- </li>
-
- <li>
-
- <p>Synchronous calls may not return in the correct order. For
- example, assume a client does the following processing: issues an
- asynchronous read of node <strong>/a</strong> with
- <em>watch</em> set to true, and then in the completion
- callback of the read it does a synchronous read of <strong>/a</strong>. (Maybe not good practice, but not illegal
- either, and it makes for a simple example.)</p>
-
- <p>Note that if there is a change to <strong>/a</strong> between the asynchronous read and the
- synchronous read, the client library will receive the watch event
- saying <strong>/a</strong> changed before the
- response for the synchronous read, but because the completion
- callback is blocking the event queue, the synchronous read will
- return with the new value of <strong>/a</strong>
- before the watch event is processed.</p>
-
- </li>
-
- </ul>
- <p>Finally, the rules associated with shutdown are straightforward:
- once a ZooKeeper object is closed or receives a fatal event
- (SESSION_EXPIRED and AUTH_FAILED), the ZooKeeper object becomes invalid,
- the two threads shut down, and any further ZooKeeper calls throw
- errors.</p>
- <a name="N102E3"></a><a name="C+Binding"></a>
- <h3 class="h4">C Binding</h3>
- <p>The C binding has a single-threaded and multi-threaded library.
- The multi-threaded library is easiest to use and is most similar to the
- Java API. This library will create an IO thread and an event dispatch
- thread for handling connection maintenance and callbacks. The
- single-threaded library allows ZooKeeper to be used in event driven
- applications by exposing the event loop used in the multi-threaded
- library.</p>
- <p>The package includes two shared libraries: zookeeper_st and
- zookeeper_mt. The former only provides the asynchronous APIs and
- callbacks for integrating into the application's event loop. The only
- reason this library exists is to support the platforms were a
- <em>pthread</em> library is not available or is unstable
- (i.e. FreeBSD 4.x). In all other cases, application developers should
- link with zookeeper_mt, as it includes support for both Sync and Async
- API.</p>
- <a name="N102F2"></a><a name="Installation"></a>
- <h4>Installation</h4>
- <p>If you're building the client from a check-out from the Apache
- repository, follow the steps outlined below. If you're building from a
- project source package downloaded from apache, skip to step <strong>3</strong>.</p>
- <ol>
-
- <li>
-
- <p>Run <span class="codefrag command">ant compile_just</span> from the zookeeper
- top level directory (<span class="codefrag filename">.../trunk/zookeeper</span>).
- This will create a directory named "generated" under
- <span class="codefrag filename">zookeeper/c</span>.</p>
-
- </li>
-
- <li>
-
- <p>Change directory to the<span class="codefrag filename">zookeeper/c</span> and
- run <span class="codefrag command">autoreconf -i</span> to bootstrap <strong>autoconf</strong>, <strong>automake</strong> and <strong>libtool</strong>. Make sure you have <strong>autoconf version 2.59</strong> or greater installed.
- Skip to step<strong> 4</strong>.</p>
-
- </li>
-
- <li>
-
- <p>If you are building from a project source package,
- unzip/untar the source tarball and cd to the<span class="codefrag filename">
- zookeeper-x.x.x/</span> directory.</p>
-
- </li>
-
- <li>
-
- <p>Run <span class="codefrag command">./configure <your-options></span> to
- generate the makefile. Here are some of options the <strong>configure</strong> utility supports that can be
- useful in this step:</p>
-
- <ul>
-
- <li>
-
- <p>
- <span class="codefrag command">--enable-debug</span>
- </p>
-
- <p>Enables optimization and enables debug info compiler
- options. (Disabled by default.)</p>
-
- </li>
-
- <li>
-
- <p>
- <span class="codefrag command">--without-syncapi </span>
- </p>
-
- <p>Disables Sync API support; zookeeper_mt library won't be
- built. (Enabled by default.)</p>
-
- </li>
-
- <li>
-
- <p>
- <span class="codefrag command">--disable-static </span>
- </p>
-
- <p>Do not build static libraries. (Enabled by
- default.)</p>
-
- </li>
-
- <li>
-
- <p>
- <span class="codefrag command">--disable-shared</span>
- </p>
-
- <p>Do not build shared libraries. (Enabled by
- default.)</p>
-
- </li>
-
- </ul>
-
- <div class="note">
- <div class="label">Note</div>
- <div class="content">
-
- <p>See INSTALL for general information about running
- <strong>configure</strong>. <remark>[tbd: what
- is INSTALL? a directory? a file?]</remark>
- </p>
-
- </div>
- </div>
-
- </li>
-
- <li>
-
- <p>Run <span class="codefrag command">make</span> or <span class="codefrag command">make
- install</span> to build the libraries and install them.</p>
-
- </li>
-
- <li>
-
- <p>To generate doxygen documentation for the ZooKeeper API, run
- <span class="codefrag command">make doxygen-doc</span>. All documentation will be
- placed in a new subfolder named docs. By default, this command
- only generates HTML. For information on other document formats,
- run <span class="codefrag command">./configure --help</span>
- </p>
-
- </li>
-
- </ol>
- <a name="N1039D"></a><a name="Using+the+Client"></a>
- <h4>Using the Client</h4>
- <p>You can test your client by running a zookeeper server (see
- instructions on the project wiki page on how to run it) and connecting
- to it using one of the cli applications that were built as part of the
- installation procedure. cli_mt (multithreaded, built against
- zookeeper_mt library) is shown in this example, but you could also use
- cli_st (singlethreaded, built against zookeeper_st library):</p>
- <p>
- <pre class="code">$ cli_mt zookeeper_host:9876</pre>This
- is a client application that gives you a shell for executing simple
- zookeeper commands. Once succesully started and connected to the
- server it displays a shell prompt. You can now enter zookeeper
- commands. For example, to create a node:</p>
- <pre class="code">> create /my_new_node</pre>
- <p>To verify that the node's been created:</p>
- <p>You should see a list of node who are children of the root node
- "/". <remark>[tbd: document all the cli commands (I think this is
- Ben's tbd? It's from sourceforge)]</remark>
- </p>
- <p>In order to be able to use the ZooKeeper API in your application
- you have to remember to</p>
- <ol>
-
- <li>
-
- <p>Include zookeeper header: #include
- <zookeeper/zookeeper.h</p>
-
- </li>
-
- <li>
-
- <p>If you are building a multithreaded client, compile with
- -DTHREADED compiler flag to enable the multi-threaded version of
- the library, and then link against against the
- <span class="codefrag varname">zookeeper_mt</span> library. If you are building a
- single-threaded client, do not compile with -DTHREADED, and be
- sure to link against the<span class="codefrag varname"> zookeeper_st
- </span>library.</p>
-
- </li>
-
- </ol>
- <p>Refer to <a href="#ch_programStructureWithExample">Program Structure, with Simple Example</a>for examples of usage in Java and C.
- <remark>[tbd: some kind of short tutorial would be helpful, I guess
- (ben's tbd?) ][tbd: whatever the case, make sure that link points to something.]</remark>
- </p>
- </div>
-
- <a name="N103DC"></a><a name="Building+Blocks%3A+A+Guide+to+ZooKeeper+Operations"></a>
- <h2 class="h3">Building Blocks: A Guide to ZooKeeper Operations</h2>
- <div class="section">
- <p>
- <remark>[Engineering input needed. This is a new section. The below
- is just placeholder, and was actually copied from the overview book. There
- should probably be a subsection on each of those operations, with a little
- bit of illustrative code for each op.] </remark>
- </p>
- <p>One of the design goals of ZooKeeper is provide a very simple
- programming interface. As a result, it supports only these
- operations:</p>
- <dl>
-
- <dt>
- <term>create</term>
- </dt>
- <dd>
- <p>creates a node at a location in the tree</p>
- </dd>
-
- <dt>
- <term>delete</term>
- </dt>
- <dd>
- <p>deletes a node</p>
- </dd>
-
- <dt>
- <term>exists</term>
- </dt>
- <dd>
- <p>tests if a node exists at a location</p>
- </dd>
-
- <dt>
- <term>get data</term>
- </dt>
- <dd>
- <p>reads the data from a node</p>
- </dd>
-
- <dt>
- <term>set data</term>
- </dt>
- <dd>
- <p>writes data to a node</p>
- </dd>
-
- <dt>
- <term>get children</term>
- </dt>
- <dd>
- <p>retrieves a list of children of a node</p>
- </dd>
-
- <dt>
- <term>sync</term>
- </dt>
- <dd>
- <p>waits for data to be propagated.</p>
- </dd>
-
- </dl>
- </div>
-
-
- <a name="N1041E"></a><a name="Program+Structure%2C+with+Simple+Example"></a>
- <h2 class="h3">Program Structure, with Simple Example</h2>
- <div class="section">
- <p>
- <remark>[tbd]</remark>
- </p>
- </div>
-
- <a name="N10429"></a><a name="Gotchas%3A+Common+Problems+and+Troubleshooting"></a>
- <h2 class="h3">Gotchas: Common Problems and Troubleshooting</h2>
- <div class="section">
- <p>So now you know ZooKeeper. It's fast, simple, your application
- works, but wait ... something's wrong. Here are some pitfalls that
- ZooKeeper users fall into:</p>
- <ol>
-
- <li>
-
- <p>If you are using watches, you must look for the connected watch
- event. When a ZooKeeper client disconnects from a server, all the
- watches are removed, so a client must treat the disconnect event as an
- implicit trigger of watches. The easiest way to deal with this is to
- act like the connected watch event is a watch trigger for all your
- watches. The connected event makes a better trigger than the
- disconnected event because you can access ZooKeeper and reestablish
- watches when you are connected.</p>
-
- </li>
-
- <li>
-
- <p>You must test ZooKeeper server failures. The ZooKeeper service
- can survive failures as long as a majority of servers are active. The
- question to ask is: can your application handle it? In the real world
- a client's connection to ZooKeeper can break. (ZooKeeper server
- failures and network partitions are common reasons for connection
- loss.) The ZooKeeper client library takes care of recovering your
- connection and letting you know what happened, but you must make sure
- that you recover your state and any outstanding requests that failed.
- Find out if you got it right in the test lab, not in production - test
- with a ZooKeeper service made up of a several of servers and subject
- them to reboots.</p>
-
- </li>
-
- <li>
-
- <p>The list of ZooKeeper servers used by the client must match the
- list of ZooKeeper servers that each ZooKeeper server has. Things can
- work, although not optimally, if the client list is a subset of the
- real list of ZooKeeper servers, but not if the client lists ZooKeeper
- servers not in the ZooKeeper cluster.</p>
-
- </li>
-
- <li>
-
- <p>Be careful where you put that transaction log. The most
- performance-critical part of ZooKeeper is the transaction log.
- ZooKeeper must sync transactions to media before it returns a
- response. A dedicated transaction log device is key to consistent good
- performance. Putting the log on a busy device will adversely effect
- performance. If you only have one storage device, put trace files on
- NFS and increase the snapshotCount; it doesn't eliminate the problem,
- but it can mitigate it.</p>
-
- </li>
-
- <li>
-
- <p>Set your Java max heap size correctly. It is very important to
- <em>avoid swapping.</em> Going to disk unnecessarily will
- almost certainly degrade your performance unacceptably. Remember, in
- ZooKeeper, everything is ordered, so if one request hits the disk, all
- other queued requests hit the disk.</p>
-
- <p>To avoid swapping, try to set the heapsize to the amount of
- physical memory you have, minus the amount needed by the OS and cache.
- The best way to determine an optimal heap size for your configurations
- is to <em>run load tests</em>. If for some reason you
- can't, be conservative in your estimates and choose a number well
- below the limit that would cause your machine to swap. For example, on
- a 4G machine, a 3G heap is a conservative estimate to start
- with.</p>
-
- </li>
-
- </ol>
- </div>
-
- <a name="apx_linksToOtherInfo"></a>
- <appendix id="apx_linksToOtherInfo">
-
- <title>Links to Other Information</title>
-
- <p>Outside the formal documentation, there're several other sources of
- information for ZooKeeper developers.</p>
-
- <dl>
-
- <dt>
- <term>ZooKeeper Whitepaper <remark>[tbd: find url]</remark>
- </term>
- </dt>
- <dd>
- <p>The definitive discussion of ZooKeeper design and performance,
- by Yahoo! Research</p>
- </dd>
-
- <dt>
- <term>API Reference <remark>[tbd: find url]</remark>
- </term>
- </dt>
- <dd>
- <p>The complete reference to the ZooKeeper API</p>
- </dd>
-
- <dt>
- <term>
- <a href="http://us.dl1.yimg.com/download.yahoo.com/dl/ydn/zookeeper.m4v">Zookeeper
- Talk at the Hadoup Summit 2008</a>
- </term>
- </dt>
- <dd>
- <p>A video introduction to ZooKeeper, by Benjamin Reed of Yahoo!
- Research</p>
- </dd>
-
- <dt>
- <term>
- <a href="http://wiki.apache.org/hadoop/ZooKeeper/Tutorial">Barrier and
- Queue Tutorial</a>
- </term>
- </dt>
- <dd>
- <p>The excellent Java tutorial by Flavio Junqueira, implementing
- simple barriers and producer-consumer queues using ZooKeeper.</p>
- </dd>
-
- <dt>
- <term>
- <a href="http://wiki.apache.org/hadoop/ZooKeeper/ZooKeeperArticles">ZooKeeper
- - A Reliable, Scalable Distributed Coordination System</a>
- </term>
- </dt>
- <dd>
- <p>An article by Todd Hoff (07/15/2008)</p>
- </dd>
-
- <dt>
- <term>
- <a href="recipes.html">Zookeeper Recipes [tbd: fix
- linkend for apache site]</a>
- </term>
- </dt>
- <dd>
- <p>Pseudo-level discussion of the implementation of various
- synchronization solutions with ZooKeeper: Event Handles, Queues,
- Locks, and Two-phase Commits.</p>
- </dd>
-
- <dt>
- <term>
- <remark>[tbd]</remark>
- </term>
- </dt>
- <dd>
- <p>Whatever good sources anyone can think of...</p>
- </dd>
-
- </dl>
-
- </appendix>
- <p align="right">
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