Modified: helix/site-content/UseCases.html URL: http://svn.apache.org/viewvc/helix/site-content/UseCases.html?rev=1900179&r1=1900178&r2=1900179&view=diff ============================================================================== --- helix/site-content/UseCases.html (original) +++ helix/site-content/UseCases.html Sat Apr 23 01:21:53 2022 @@ -1,283 +1,301 @@ - <!DOCTYPE html> -<!-- - Generated by Apache Maven Doxia at 2022-04-23 - Rendered using Reflow Maven Skin 1.1.1 (http://andriusvelykis.github.io/reflow-maven-skin) ---> -<html xml:lang="en" lang="en"> - <head> - <meta charset="UTF-8" /> - <title>Apache Helix – Use Cases</title> - <meta name="viewport" content="width=device-width, initial-scale=1.0" /> - <meta name="description" content="" /> - <meta http-equiv="content-language" content="en" /> - - <link href="http://netdna.bootstrapcdn.com/twitter-bootstrap/2.3.2/css/bootstrap.min.css"; rel="stylesheet" /> - <link href="./css/docs.css" rel="stylesheet" /> - <link href="./css/reflow-skin.css" rel="stylesheet" /> - 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See the NOTICE file +distributed with this work for additional information +regarding copyright ownership. The ASF licenses this file +to you under the Apache License, Version 2.0 (the +"License"); you may not use this file except in compliance +with the License. You may obtain a copy of the License at + + http://www.apache.org/licenses/LICENSE-2.0 + +Unless required by applicable law or agreed to in writing, +software distributed under the License is distributed on an +"AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY +KIND, either express or implied. See the License for the +specific language governing permissions and limitations +under the License. +--> - </body> +<h1>Use cases at LinkedIn</h1> +<p>At LinkedIn Helix framework is used to manage 3 distributed data systems which are quite different from each other.</p> +<ul> + +<li>Espresso</li> +<li>Databus</li> +<li>Search As A Service</li> +</ul><section> +<h2><a name="Espresso"></a>Espresso</h2> +<p>Espresso is a distributed, timeline consistent, scal- able, document store that supports local secondary indexing and local transactions. +Espresso databases are horizontally partitioned into a number of partitions, with each partition having a certain number of replicas +distributed across the storage nodes. +Espresso designates one replica of each partition as master and the rest as slaves; only one master may exist for each partition at any time. +Espresso enforces timeline consistency where only the master of a partition can accept writes to its records, and all slaves receive and +apply the same writes through a replication stream. +For load balancing, both master and slave partitions are assigned evenly across all storage nodes. +For fault tolerance, it adds the constraint that no two replicas of the same partition may be located on the same node.</p><section> +<h3><a name="State_model"></a>State model</h3> +<p>Espresso follows a Master-Slave state model. A replica can be in Offline,Slave or Master state. +The state machine table describes the next state given the Current State, Final State</p> + +<div class="source"><pre class="prettyprint"><code> OFFLINE | SLAVE | MASTER + _____________________________ + | | | | +OFFLINE | N/A | SLAVE | SLAVE | + |__________|________|_________| + | | | | +SLAVE | OFFLINE | N/A | MASTER | + |__________|________|_________| + | | | | +MASTER | SLAVE | SLAVE | N/A | + |__________|________|_________| + +</code></pre></div></section><section> +<h3><a name="Constraints"></a>Constraints</h3> +<ul> + +<li>Max number of replicas in Master state:1</li> +<li>Execution mode AUTO. i.e on node failure no new replicas will be created. Only the State of remaining replicas will be changed.</li> +<li>Number of mastered partitions on each node must be approximately same.</li> +<li>The above constraint must be satisfied when a node fails or a new node is added.</li> +<li>When new nodes are added the number of partitions moved must be minimized.</li> +<li>When new nodes are added the max number of OFFLINE-SLAVE transitions that can happen concurrently on new node is X.</li> +</ul></section></section><section> +<h2><a name="Databus"></a>Databus</h2> +<p>Databus is a change data capture (CDC) system that provides a common pipeline for transporting events +from LinkedIn primary databases to caches within various applications. +Databus deploys a cluster of relays that pull the change log from multiple databases and +let consumers subscribe to the change log stream. Each Databus relay connects to one or more database servers and +hosts a certain subset of databases (and partitions) from those database servers.</p> +<p>For a large partitioned database (e.g. Espresso), the change log is consumed by a bank of consumers. +Each databus partition is assigned to a consumer such that partitions are evenly distributed across consumers and each partition is +assigned to exactly one consumer at a time. The set of consumers may grow over time, and consumers may leave the group due to planned or unplanned +outages. In these cases, partitions must be reassigned, while maintaining balance and the single consumer-per-partition invariant.</p><section> +<h3><a name="State_model"></a>State model</h3> +<p>Databus consumers follow a simple Offline-Online state model. +The state machine table describes the next state given the Current State, Final State</p> + +<div class="source"><pre class="prettyprint"><code> + OFFLINE | ONLINE | + ___________________| + | | | +OFFLINE | N/A | ONLINE | + |__________|________| + | | | +ONLINE | OFFLINE | N/A | + |__________|________| + + +</code></pre></div> +</section></section><section> +<h2><a name="Search_As_A_Service"></a>Search As A Service</h2> +<p>LinkedIn�s Search-as-a-service lets internal customers define custom indexes on a chosen dataset +and then makes those indexes searchable via a service API. The index service runs on a cluster of machines. +The index is broken into partitions and each partition has a configured number of replicas. +Each cluster server runs an instance of the Sensei system (an online index store) and hosts index partitions. +Each new indexing service gets assigned to a set of servers, and the partition replicas must be evenly distributed across those servers.</p><section> +<h3><a name="State_model"></a>State model</h3> +<p><img src="images/bootstrap_statemodel.gif" alt="Helix Design" /></p></section></section> + </main> + </div> + </div> + <hr/> + <footer> + <div class="container-fluid"> + <div class="row-fluid"> +<div class="row span16"><div>Apache Helix, Apache, the Apache feather logo, and the Apache Helix project logos are trademarks of The Apache Software Foundation. + All other marks mentioned may be trademarks or registered trademarks of their respective owners.</div> + <a href="http://helix.apache.org/privacy-policy.html";>Privacy Policy</a> + </div> + </div> + </div> + </footer> +<script> + if(anchors) { + anchors.add(); + } +</script> + </body> </html> \ No newline at end of file
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