HarrisonT
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DataCenterCDC-DS


			
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                                <h3 id="easy-scheduler">Easy Scheduler</h3>
<p><a href="https://www.apache.org/licenses/LICENSE-2.0.html" target="_blank"><img src="https://img.shields.io/badge/license-Apache%202-4EB1BA.svg" alt="License"></a></p>
<blockquote>
<p>Easy Scheduler for Big Data</p>
</blockquote>
<p><strong>&#x8BBE;&#x8BA1;&#x7279;&#x70B9;&#xFF1A;</strong> &#x4E00;&#x4E2A;&#x5206;&#x5E03;&#x5F0F;&#x6613;&#x6269;&#x5C55;&#x7684;&#x53EF;&#x89C6;&#x5316;DAG&#x5DE5;&#x4F5C;&#x6D41;&#x4EFB;&#x52A1;&#x8C03;&#x5EA6;&#x7CFB;&#x7EDF;&#x3002;&#x81F4;&#x529B;&#x4E8E;&#x89E3;&#x51B3;&#x6570;&#x636E;&#x5904;&#x7406;&#x6D41;&#x7A0B;&#x4E2D;&#x9519;&#x7EFC;&#x590D;&#x6742;&#x7684;&#x4F9D;&#x8D56;&#x5173;&#x7CFB;&#xFF0C;&#x4F7F;&#x8C03;&#x5EA6;&#x7CFB;&#x7EDF;&#x5728;&#x6570;&#x636E;&#x5904;&#x7406;&#x6D41;&#x7A0B;&#x4E2D;<code>&#x5F00;&#x7BB1;&#x5373;&#x7528;</code>&#x3002;
&#x5176;&#x4E3B;&#x8981;&#x76EE;&#x6807;&#x5982;&#x4E0B;&#xFF1A;</p>
<ul>
<li>&#x4EE5;DAG&#x56FE;&#x7684;&#x65B9;&#x5F0F;&#x5C06;Task&#x6309;&#x7167;&#x4EFB;&#x52A1;&#x7684;&#x4F9D;&#x8D56;&#x5173;&#x7CFB;&#x5173;&#x8054;&#x8D77;&#x6765;&#xFF0C;&#x53EF;&#x5B9E;&#x65F6;&#x53EF;&#x89C6;&#x5316;&#x76D1;&#x63A7;&#x4EFB;&#x52A1;&#x7684;&#x8FD0;&#x884C;&#x72B6;&#x6001;</li>
<li>&#x652F;&#x6301;&#x4E30;&#x5BCC;&#x7684;&#x4EFB;&#x52A1;&#x7C7B;&#x578B;&#xFF1A;Shell&#x3001;MR&#x3001;Spark&#x3001;SQL(mysql&#x3001;postgresql&#x3001;hive&#x3001;sparksql),Python,Sub_Process&#x3001;Procedure&#x7B49;</li>
<li>&#x652F;&#x6301;&#x5DE5;&#x4F5C;&#x6D41;&#x5B9A;&#x65F6;&#x8C03;&#x5EA6;&#x3001;&#x4F9D;&#x8D56;&#x8C03;&#x5EA6;&#x3001;&#x624B;&#x52A8;&#x8C03;&#x5EA6;&#x3001;&#x624B;&#x52A8;&#x6682;&#x505C;/&#x505C;&#x6B62;/&#x6062;&#x590D;&#xFF0C;&#x540C;&#x65F6;&#x652F;&#x6301;&#x5931;&#x8D25;&#x91CD;&#x8BD5;/&#x544A;&#x8B66;&#x3001;&#x4ECE;&#x6307;&#x5B9A;&#x8282;&#x70B9;&#x6062;&#x590D;&#x5931;&#x8D25;&#x3001;Kill&#x4EFB;&#x52A1;&#x7B49;&#x64CD;&#x4F5C;</li>
<li>&#x652F;&#x6301;&#x5DE5;&#x4F5C;&#x6D41;&#x4F18;&#x5148;&#x7EA7;&#x3001;&#x4EFB;&#x52A1;&#x4F18;&#x5148;&#x7EA7;&#x53CA;&#x4EFB;&#x52A1;&#x7684;&#x6545;&#x969C;&#x8F6C;&#x79FB;&#x53CA;&#x4EFB;&#x52A1;&#x8D85;&#x65F6;&#x544A;&#x8B66;/&#x5931;&#x8D25;</li>
<li>&#x652F;&#x6301;&#x5DE5;&#x4F5C;&#x6D41;&#x5168;&#x5C40;&#x53C2;&#x6570;&#x53CA;&#x8282;&#x70B9;&#x81EA;&#x5B9A;&#x4E49;&#x53C2;&#x6570;&#x8BBE;&#x7F6E;</li>
<li>&#x652F;&#x6301;&#x8D44;&#x6E90;&#x6587;&#x4EF6;&#x7684;&#x5728;&#x7EBF;&#x4E0A;&#x4F20;/&#x4E0B;&#x8F7D;&#xFF0C;&#x7BA1;&#x7406;&#x7B49;&#xFF0C;&#x652F;&#x6301;&#x5728;&#x7EBF;&#x6587;&#x4EF6;&#x521B;&#x5EFA;&#x3001;&#x7F16;&#x8F91;</li>
<li>&#x652F;&#x6301;&#x4EFB;&#x52A1;&#x65E5;&#x5FD7;&#x5728;&#x7EBF;&#x67E5;&#x770B;&#x53CA;&#x6EDA;&#x52A8;&#x3001;&#x5728;&#x7EBF;&#x4E0B;&#x8F7D;&#x65E5;&#x5FD7;&#x7B49;</li>
<li>&#x5B9E;&#x73B0;&#x96C6;&#x7FA4;HA&#xFF0C;&#x901A;&#x8FC7;Zookeeper&#x5B9E;&#x73B0;Master&#x96C6;&#x7FA4;&#x548C;Worker&#x96C6;&#x7FA4;&#x53BB;&#x4E2D;&#x5FC3;&#x5316;</li>
<li>&#x652F;&#x6301;&#x5BF9;<code>Master/Worker</code> cpu load&#xFF0C;memory&#xFF0C;cpu&#x5728;&#x7EBF;&#x67E5;&#x770B;</li>
<li>&#x652F;&#x6301;&#x5DE5;&#x4F5C;&#x6D41;&#x8FD0;&#x884C;&#x5386;&#x53F2;&#x6811;&#x5F62;/&#x7518;&#x7279;&#x56FE;&#x5C55;&#x793A;&#x3001;&#x652F;&#x6301;&#x4EFB;&#x52A1;&#x72B6;&#x6001;&#x7EDF;&#x8BA1;&#x3001;&#x6D41;&#x7A0B;&#x72B6;&#x6001;&#x7EDF;&#x8BA1;</li>
<li>&#x652F;&#x6301;&#x8865;&#x6570;</li>
<li>&#x652F;&#x6301;&#x591A;&#x79DF;&#x6237;</li>
<li>&#x652F;&#x6301;&#x56FD;&#x9645;&#x5316;</li>
<li>&#x8FD8;&#x6709;&#x66F4;&#x591A;&#x7B49;&#x5F85;&#x4F19;&#x4F34;&#x4EEC;&#x63A2;&#x7D22;</li>
</ul>
<h3 id="&#x4E0E;&#x540C;&#x7C7B;&#x8C03;&#x5EA6;&#x7CFB;&#x7EDF;&#x7684;&#x5BF9;&#x6BD4;">&#x4E0E;&#x540C;&#x7C7B;&#x8C03;&#x5EA6;&#x7CFB;&#x7EDF;&#x7684;&#x5BF9;&#x6BD4;</h3>
<style>
table th:first-of-type {
    width: 200px;
}
</style>

<table>
<thead>
<tr>
<th style="text-align:left"></th>
<th style="text-align:left">EasyScheduler</th>
<th style="text-align:left">Azkaban</th>
<th style="text-align:left">Airflow</th>
</tr>
</thead>
<tbody>
<tr>
<td style="text-align:left"><h6 id="&#x7A33;&#x5B9A;&#x6027;">&#x7A33;&#x5B9A;&#x6027;</h6></td>
<td style="text-align:left"></td>
<td style="text-align:left"></td>
<td style="text-align:left"></td>
</tr>
<tr>
<td style="text-align:left">&#x5355;&#x70B9;&#x6545;&#x969C;</td>
<td style="text-align:left">&#x53BB;&#x4E2D;&#x5FC3;&#x5316;&#x7684;&#x591A;Master&#x548C;&#x591A;Worker</td>
<td style="text-align:left">&#x662F; <br>    &#x5355;&#x4E2A;Web&#x548C;&#x8C03;&#x5EA6;&#x7A0B;&#x5E8F;&#x7EC4;&#x5408;</td>
<td style="text-align:left">&#x662F;<br> &#x5355;&#x4E00;&#x8C03;&#x5EA6;&#x7A0B;&#x5E8F;</td>
</tr>
<tr>
<td style="text-align:left">HA&#x989D;&#x5916;&#x8981;&#x6C42;</td>
<td style="text-align:left">&#x4E0D;&#x9700;&#x8981;(&#x672C;&#x8EAB;&#x5C31;&#x652F;&#x6301;HA)</td>
<td style="text-align:left">DB</td>
<td style="text-align:left">Celery   / Dask / Mesos + Load Balancer + DB</td>
</tr>
<tr>
<td style="text-align:left">&#x8FC7;&#x8F7D;&#x5904;&#x7406;</td>
<td style="text-align:left">&#x4EFB;&#x52A1;&#x961F;&#x5217;&#x673A;&#x5236;&#xFF0C;&#x5355;&#x4E2A;&#x673A;&#x5668;&#x4E0A;&#x53EF;&#x8C03;&#x5EA6;&#x7684;&#x4EFB;&#x52A1;&#x6570;&#x91CF;&#x53EF;&#x4EE5;&#x7075;&#x6D3B;&#x914D;&#x7F6E;&#xFF0C;&#x5F53;&#x4EFB;&#x52A1;&#x8FC7;&#x591A;&#x65F6;&#x4F1A;&#x7F13;&#x5B58;&#x5728;&#x4EFB;&#x52A1;&#x961F;&#x5217;&#x4E2D;&#xFF0C;&#x4E0D;&#x4F1A;&#x9020;&#x6210;&#x673A;&#x5668;&#x5361;&#x6B7B;</td>
<td style="text-align:left">&#x4EFB;&#x52A1;&#x592A;&#x591A;&#x65F6;&#x4F1A;&#x5361;&#x6B7B;&#x670D;&#x52A1;&#x5668;</td>
<td style="text-align:left">&#x4EFB;&#x52A1;&#x592A;&#x591A;&#x65F6;&#x4F1A;&#x5361;&#x6B7B;&#x670D;&#x52A1;&#x5668;</td>
</tr>
<tr>
<td style="text-align:left"><h6 id="&#x6613;&#x7528;&#x6027;">&#x6613;&#x7528;&#x6027;</h6></td>
<td style="text-align:left"></td>
<td style="text-align:left"></td>
<td style="text-align:left"></td>
</tr>
<tr>
<td style="text-align:left">DAG&#x76D1;&#x63A7;&#x754C;&#x9762;</td>
<td style="text-align:left">&#x4EFB;&#x52A1;&#x72B6;&#x6001;&#x3001;&#x4EFB;&#x52A1;&#x7C7B;&#x578B;&#x3001;&#x91CD;&#x8BD5;&#x6B21;&#x6570;&#x3001;&#x4EFB;&#x52A1;&#x8FD0;&#x884C;&#x673A;&#x5668;&#x3001;&#x53EF;&#x89C6;&#x5316;&#x53D8;&#x91CF;&#x7B49;&#x5173;&#x952E;&#x4FE1;&#x606F;&#x4E00;&#x76EE;&#x4E86;&#x7136;</td>
<td style="text-align:left">&#x53EA;&#x80FD;&#x770B;&#x5230;&#x4EFB;&#x52A1;&#x72B6;&#x6001;</td>
<td style="text-align:left">&#x4E0D;&#x80FD;&#x76F4;&#x89C2;&#x533A;&#x5206;&#x4EFB;&#x52A1;&#x7C7B;&#x578B;</td>
</tr>
<tr>
<td style="text-align:left">&#x53EF;&#x89C6;&#x5316;&#x6D41;&#x7A0B;&#x5B9A;&#x4E49;</td>
<td style="text-align:left">&#x662F;  <br>    &#x6240;&#x6709;&#x6D41;&#x7A0B;&#x5B9A;&#x4E49;&#x64CD;&#x4F5C;&#x90FD;&#x662F;&#x53EF;&#x89C6;&#x5316;&#x7684;&#xFF0C;&#x901A;&#x8FC7;&#x62D6;&#x62FD;&#x4EFB;&#x52A1;&#x6765;&#x7ED8;&#x5236;DAG,&#x914D;&#x7F6E;&#x6570;&#x636E;&#x6E90;&#x53CA;&#x8D44;&#x6E90;&#x3002;&#x540C;&#x65F6;&#x5BF9;&#x4E8E;&#x7B2C;&#x4E09;&#x65B9;&#x7CFB;&#x7EDF;&#xFF0C;&#x63D0;&#x4F9B;api&#x65B9;&#x5F0F;&#x7684;&#x64CD;&#x4F5C;&#x3002;</td>
<td style="text-align:left">&#x5426;   <br>   &#x901A;&#x8FC7;&#x81EA;&#x5B9A;&#x4E49;DSL&#x7ED8;&#x5236;DAG&#x5E76;&#x6253;&#x5305;&#x4E0A;&#x4F20;</td>
<td style="text-align:left">&#x5426;  <br> &#x901A;&#x8FC7;python&#x4EE3;&#x7801;&#x6765;&#x7ED8;&#x5236;DAG&#xFF0C;&#x4F7F;&#x7528;&#x4E0D;&#x4FBF;&#xFF0C;&#x7279;&#x522B;&#x662F;&#x5BF9;&#x4E0D;&#x4F1A;&#x5199;&#x4EE3;&#x7801;&#x7684;&#x4E1A;&#x52A1;&#x4EBA;&#x5458;&#x57FA;&#x672C;&#x65E0;&#x6CD5;&#x4F7F;&#x7528;&#x3002;</td>
</tr>
<tr>
<td style="text-align:left">&#x5FEB;&#x901F;&#x90E8;&#x7F72;</td>
<td style="text-align:left">&#x4E00;&#x952E;&#x90E8;&#x7F72;</td>
<td style="text-align:left">&#x96C6;&#x7FA4;&#x5316;&#x90E8;&#x7F72;&#x590D;&#x6742;</td>
<td style="text-align:left">&#x96C6;&#x7FA4;&#x5316;&#x90E8;&#x7F72;&#x590D;&#x6742;</td>
</tr>
<tr>
<td style="text-align:left"><h6 id="&#x529F;&#x80FD;">&#x529F;&#x80FD;</h6></td>
<td style="text-align:left"></td>
<td style="text-align:left"></td>
<td style="text-align:left"></td>
</tr>
<tr>
<td style="text-align:left">&#x662F;&#x5426;&#x80FD;&#x6682;&#x505C;&#x548C;&#x6062;&#x590D;</td>
<td style="text-align:left">&#x652F;&#x6301;&#x6682;&#x505C;&#xFF0C;&#x6062;&#x590D;&#x64CD;&#x4F5C;</td>
<td style="text-align:left">&#x5426;  <br>  &#x9700;&#x5C06;&#x5DE5;&#x4F5C;&#x6D41;&#x6740;&#x6B7B;&#x518D;&#x8FD0;&#x884C;</td>
<td style="text-align:left">&#x5426; <br>   &#x9700;&#x5C06;&#x5DE5;&#x4F5C;&#x6D41;&#x6740;&#x6B7B;&#x518D;&#x8FD0;&#x884C;</td>
</tr>
<tr>
<td style="text-align:left">&#x662F;&#x5426;&#x652F;&#x6301;&#x591A;&#x79DF;&#x6237;</td>
<td style="text-align:left">&#x652F;&#x6301;  <br>    easyscheduler&#x4E0A;&#x7684;&#x7528;&#x6237;&#x53EF;&#x4EE5;&#x901A;&#x8FC7;&#x79DF;&#x6237;&#x548C;hadoop&#x7528;&#x6237;&#x5B9E;&#x73B0;&#x591A;&#x5BF9;&#x4E00;&#x6216;&#x4E00;&#x5BF9;&#x4E00;&#x7684;&#x6620;&#x5C04;&#x5173;&#x7CFB;&#xFF0C;&#x8FD9;&#x5BF9;&#x5927;&#x6570;&#x636E;&#x4F5C;&#x4E1A;&#x7684;&#x8C03;&#x5EA6;&#x662F;&#x975E;&#x5E38;&#x91CD;&#x8981;&#x7684;&#x3002;</td>
<td style="text-align:left">&#x5426;</td>
<td style="text-align:left">&#x5426;</td>
</tr>
<tr>
<td style="text-align:left">&#x4EFB;&#x52A1;&#x7C7B;&#x578B;</td>
<td style="text-align:left">&#x652F;&#x6301;&#x4F20;&#x7EDF;&#x7684;shell&#x4EFB;&#x52A1;&#xFF0C;&#x540C;&#x65F6;&#x652F;&#x6301;&#x5927;&#x6570;&#x636E;&#x5E73;&#x53F0;&#x4EFB;&#x52A1;&#x8C03;&#x5EA6;&#xFF1A;   MR&#x3001;Spark&#x3001;SQL(mysql&#x3001;postgresql&#x3001;hive&#x3001;sparksql)&#x3001;Python&#x3001;Procedure&#x3001;Sub_Process</td>
<td style="text-align:left">shell&#x3001;gobblin&#x3001;hadoopJava&#x3001;java&#x3001;hive&#x3001;pig&#x3001;spark&#x3001;hdfsToTeradata&#x3001;teradataToHdfs</td>
<td style="text-align:left">BashOperator&#x3001;DummyOperator&#x3001;MySqlOperator&#x3001;HiveOperator&#x3001;EmailOperator&#x3001;HTTPOperator&#x3001;SqlOperator</td>
</tr>
<tr>
<td style="text-align:left">&#x5951;&#x5408;&#x5EA6;</td>
<td style="text-align:left">&#x652F;&#x6301;&#x5927;&#x6570;&#x636E;&#x4F5C;&#x4E1A;spark,hive,mr&#x7684;&#x8C03;&#x5EA6;&#xFF0C;&#x540C;&#x65F6;&#x7531;&#x4E8E;&#x652F;&#x6301;&#x591A;&#x79DF;&#x6237;&#xFF0C;&#x4E0E;&#x5927;&#x6570;&#x636E;&#x4E1A;&#x52A1;&#x66F4;&#x52A0;&#x5951;&#x5408;</td>
<td style="text-align:left">&#x7531;&#x4E8E;&#x4E0D;&#x652F;&#x6301;&#x591A;&#x79DF;&#x6237;&#xFF0C;&#x5728;&#x5927;&#x6570;&#x636E;&#x5E73;&#x53F0;&#x4E1A;&#x52A1;&#x4F7F;&#x7528;&#x4E0D;&#x591F;&#x7075;&#x6D3B;</td>
<td style="text-align:left">&#x7531;&#x4E8E;&#x4E0D;&#x652F;&#x6301;&#x591A;&#x79DF;&#x6237;&#xFF0C;&#x5728;&#x5927;&#x6570;&#x636E;&#x5E73;&#x53F0;&#x4E1A;&#x52A1;&#x4F7F;&#x7528;&#x4E0D;&#x591F;&#x7075;&#x6D3B;</td>
</tr>
<tr>
<td style="text-align:left"><h6 id="&#x6269;&#x5C55;&#x6027;">&#x6269;&#x5C55;&#x6027;</h6></td>
<td style="text-align:left"></td>
<td style="text-align:left"></td>
<td style="text-align:left"></td>
</tr>
<tr>
<td style="text-align:left"><center>&#x662F;&#x5426;&#x652F;&#x6301;&#x81EA;&#x5B9A;&#x4E49;&#x4EFB;&#x52A1;&#x7C7B;&#x578B;</center></td>
<td style="text-align:left">&#x662F;</td>
<td style="text-align:left">&#x662F;</td>
<td style="text-align:left">&#x662F;</td>
</tr>
<tr>
<td style="text-align:left">&#x662F;&#x5426;&#x652F;&#x6301;&#x96C6;&#x7FA4;&#x6269;&#x5C55;</td>
<td style="text-align:left">&#x662F;   <br>   &#x8C03;&#x5EA6;&#x5668;&#x4F7F;&#x7528;&#x5206;&#x5E03;&#x5F0F;&#x8C03;&#x5EA6;&#xFF0C;&#x6574;&#x4F53;&#x7684;&#x8C03;&#x5EA6;&#x80FD;&#x529B;&#x4F1A;&#x968F;&#x4FBF;&#x96C6;&#x7FA4;&#x7684;&#x89C4;&#x6A21;&#x7EBF;&#x6027;&#x589E;&#x957F;&#xFF0C;Master&#x548C;Worker&#x652F;&#x6301;&#x52A8;&#x6001;&#x4E0A;&#x4E0B;&#x7EBF;</td>
<td style="text-align:left">&#x662F;&#xFF0C;&#x4F46;&#x662F;&#x590D;&#x6742;   <br>   Executor&#x6C34;&#x5E73;&#x6269;&#x5C55;</td>
<td style="text-align:left">&#x662F;&#xFF0C;&#x4F46;&#x662F;&#x590D;&#x6742; <br>  Executor&#x6C34;&#x5E73;&#x6269;&#x5C55;</td>
</tr>
</tbody>
</table>
<h3 id="&#x7CFB;&#x7EDF;&#x90E8;&#x5206;&#x622A;&#x56FE;">&#x7CFB;&#x7EDF;&#x90E8;&#x5206;&#x622A;&#x56FE;</h3>
<p><img src="http://geek.analysys.cn/static/upload/47/2019-03-06/76db3013-8e3b-4d17-b167-2aa1e6a6b0ad.jpeg" alt=""></p>
<p><img src="http://geek.analysys.cn/static/upload/47/2019-03-06/08b79a19-4aa0-4a73-a71b-81ad210513fb.jpeg" alt=""></p>
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<h3 id="&#x6587;&#x6863;">&#x6587;&#x6863;</h3>
<ul>
<li>&#x90E8;&#x7F72;&#x6587;&#x6863;
<a href="https://analysys.github.io/EasyScheduler/pages/deploy-background.html" target="_blank">&#x540E;&#x7AEF;&#x90E8;&#x7F72;&#x6587;&#x6863;</a></li>
</ul>
<p><a href="https://analysys.github.io/EasyScheduler/pages/deploy-foreground.html" target="_blank">&#x524D;&#x7AEF;&#x90E8;&#x7F72;&#x6587;&#x6863;</a></p>
<p><a href="https://analysys.github.io/EasyScheduler/pages/guide-manual.html?_blank" title="&#x4F7F;&#x7528;&#x624B;&#x518C;" target="_blank"><strong>&#x4F7F;&#x7528;&#x624B;&#x518C;</strong></a> </p>
<p>&#x66F4;&#x591A;&#x6587;&#x6863;&#x8BF7;&#x53C2;&#x8003; XXX</p>
<h3 id="&#x5E2E;&#x52A9;">&#x5E2E;&#x52A9;</h3>
<p>The fastest way to get response from our developers is to submit issues,   or add our wechat : 510570367</p>

                                
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