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From chenliang...@apache.org
Subject [53/69] incubator-carbondata-site git commit: Document Changes
Date Wed, 04 Jan 2017 14:51:37 GMT
http://git-wip-us.apache.org/repos/asf/incubator-carbondata-site/blob/64ee1986/src/main/webapp/docs/latest/useful_tips.html
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diff --git a/src/main/webapp/docs/latest/useful_tips.html b/src/main/webapp/docs/latest/useful_tips.html
index 8d69287..eafcb49 100644
--- a/src/main/webapp/docs/latest/useful_tips.html
+++ b/src/main/webapp/docs/latest/useful_tips.html
@@ -1,60 +1,4 @@
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-
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-
     
 <h1><a id="Useful_Tips_0"></a>Useful Tips</h1>
-<p>This tutorial guides you to create CarbonData Tables and optimize performance.<br>
-The following sections will elaborate on the above topics :</p>
+<p>This tutorial guides you to create CarbonData Tables and optimize performance. The following sections will elaborate on the above topics :</p>
 <ul>
-<li><a href="#suggestions-to-create-carbondata-tables">Suggestions to Create CarbonData Table</a></li>
+<li><a href="#suggestions-to-create-carbondata-tables">Suggestions to create CarbonData Table</a></li>
 <li><a href="#configurations-for-optimizing-carbondata-performance">Configurations for Optimizing CarbonData Performance</a></li>
 </ul>
 <div id="suggestions-to-create-carbondata-tables">
@@ -162,9 +100,8 @@ TBLPROPERTIES ( 'DICTIONARY_EXCLUDE'='MSISDN,..','DICTIONARY_INCLUDE'='...');
 </li>
 <li><strong>Put the frequently-used columns in the order of low to high cardinality</strong>
 <p>If the table in the specified query has multiple columns which are frequently used to filter the results, it is suggested to put the columns in the order of cardinality low to high. This ordering of frequently used columns improves the compression ratio and enhances the performance of queries with filter on these columns.</p>
-<p>For example if msisdn, HOST and Dime_1 are frequently-used columns, then the column order of table is suggested as
-Dime_1&gt;HOST&gt;msisdn as Dime_1 has the lowest cardinality.<br>
-The create table command can be modified as suggested below :</p>
+<p>For example if MSISDN, HOST and Dime_1 are frequently-used columns, then the column order of table is suggested as
+Dime_1&gt;HOST&gt;MSISDN as Dime_1 has the lowest cardinality. The create table command can be modified as suggested below :</p>
 <pre><code>create table carbondata_table(
 Dime_1 String,
 HOST String,
@@ -175,8 +112,7 @@ TBLPROPERTIES ( 'DICTIONARY_EXCLUDE'='MSISDN,HOST..','DICTIONARY_INCLUDE'='Dime_
 </code></pre>
 </li>
 <li><strong>Put the Dimension type columns in order of low to high cardinality</strong>
-<p>If the columns used to filter are not frequently used, then it is suggested to order all the columns of dimension type in order of low to high cardinality.<br>
-The create table command can be modified as below :</p>
+<p>If the columns used to filter are not frequently used, then it is suggested to order all the columns of dimension type in order of low to high cardinality. The create table command can be modified as below :</p>
 <pre><code>create table carbondata_table(
 Dime_1 String,
 BEGIN_TIME bigint
@@ -188,8 +124,7 @@ TBLPROPERTIES ( 'DICTIONARY_EXCLUDE'='MSISDN,HOST,IMSI..','DICTIONARY_INCLUDE'='
 </code></pre>
 </li>
 <li><strong>For measure type columns with non high accuracy, replace Numeric(20,0) data type with Double data type</strong>
-<p>For columns of measure type , not requiring high accuracy, it is suggested to replace Numeric data type with Double to enhance
-query performance. The create table command can be modified as below :</p>
+<p>For columns of measure type , not requiring high accuracy, it is suggested to replace Numeric data type with Double to enhance query performance. The create table command can be modified as below :</p>
 <pre><code>create table carbondata_table(
 Dime_1 String,
 BEGIN_TIME bigint
@@ -202,8 +137,7 @@ counter_100 double
 )STORED BY 'org.apache.carbondata.format'
 TBLPROPERTIES ( 'DICTIONARY_EXCLUDE'='MSISDN,HOST,IMSI','DICTIONARY_INCLUDE'='Dime_1,END_TIME,BEGIN_TIME');
 </code></pre>
-<p>The result of performance analysis of test-case shows reduction in query execution time from 15 to 3 seconds.<br>
-Thereby improving performance by nearly 5 times.</p>
+<p>The result of performance analysis of test-case shows reduction in query execution time from 15 to 3 seconds. Thereby improving performance by nearly 5 times.</p>
 </li>
 <li><strong>Columns of incremental character should be re-arranged at the end of dimensions</strong>
 <p>Consider the following scenario where data is loaded each day and the start_time is incremental for each load, it is suggested to put start_time at the end of dimensions.</p>
@@ -224,14 +158,13 @@ TBLPROPERTIES ( 'DICTIONARY_EXCLUDE'='MSISDN,HOST,IMSI','DICTIONARY_INCLUDE'='Di
 </li>
 <li><strong>Avoid adding high cardinality columns to dictionary</strong>
 <p>If the system has low memory configuration, then it is suggested to exclude high cardinality columns from the dictionary to enhance load performance. Creation of  dictionary for high cardinality columns at time of load will degrade load performance due to excessive memory usage.</p>
-<p>By default CarbonData determines the cardinality at the first data load. And allows for dictionary creation only if the cardinality is less than 1 million.</p>
+<p>By default CarbonData determines the cardinality at the first data load and allows for dictionary creation only if the cardinality is less than 1 million.</p>
 </li>
 </ul>
 <div id="configurations-for-optimizing-carbondata-performance">
 </div>
 <h2><a id="Configurations_for_Optimizing_CarbonData_Performance_131"></a>Configurations for Optimizing CarbonData Performance</h2>
-<p>Recently we did some performance POC on CarbonData for Finance and telecommunication Field. It involved detailed queries and aggregation
-scenarios. After the completion of POC, some of the configurations impacting the performance have been identified and tabulated below :</p>
+<p>Recently we did some performance POC on CarbonData for Finance and telecommunication Field. It involved detailed queries and aggregation scenarios. After the completion of POC, some of the configurations impacting the performance have been identified and tabulated below :</p>
 <table class="table table-striped table-bordered">
 <thead>
 <tr>
@@ -262,7 +195,7 @@ scenarios. After the completion of POC, some of the configurations impacting the
 <td>spark/carbonlib/carbon.properties</td>
 <td>Data loading and Querying</td>
 <td>For minor compaction, specifies the number of segments to be merged in stage 1 and number of compacted segments to be merged in stage 2.</td>
-<td>Each CarbonData load will create one segment, if every load is small size it will generate many small file over a period of time impacting the query performance. Configuring this parameter will merge the small segment to one big segment which will sort the data and improve the performance. For Example in a telecommunication scenario, the performance improves about 2 times after minor compaction.</td>
+<td>Each CarbonData load will create one segment, if every load is small size it will generate many small file over a period of time impacting the query performance. Configuring this parameter will merge the small segment to one big segment which will sort the data and improve the performance. For Example in one telecommunication scenario, the performance improves about 2 times after minor compaction.</td>
 </tr>
 <tr>
 <td>spark.sql.shuffle.partitions</td>
@@ -276,7 +209,7 @@ scenarios. After the completion of POC, some of the configurations impacting the
 <td>spark/con/spark-defaults.conf</td>
 <td>Querying</td>
 <td>The number of executors, CPU cores, and memory used for CarbonData query.</td>
-<td>In the bank scenario, we provide the 4 CPUs cores and 15 GB for each executor which can get good performance. This 2 value does not mean more the better. It needs to be configured properly in case of limited resources. For example, in the bank scenario, it has enough CPU 32 cores each node but less memory 64 GB each node. So we cannot give more CPU but less memory. For example, when 4 cores and 12GB for each executor, it sometimes happens GC during the query which impact the query performance very much from 3 second to more than 15 seconds. In this scenario we need to increase the memory or decrease the CPU cores.</td>
+<td>In the bank scenario, we provide the 4 CPUs cores and 15 GB for each executor which can get good performance. This 2 value does not mean more the better. It needs to be configured properly in case of limited resources. For example, In the bank scenario, it has enough CPU 32 cores each node but less memory 64 GB each node. So we cannot give more CPU but less memory. For example, when 4 cores and 12GB for each executor, it sometimes happens GC during the query which impact the query performance very much from 3 second to more than 15 seconds. In this scenario we need to increase the memory or decrease the CPU cores.</td>
 </tr>
 <tr>
 <td>carbon.detail.batch.size</td>
@@ -295,8 +228,17 @@ scenarios. After the completion of POC, some of the configurations impacting the
 </tbody>
 </table>
 
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