http://git-wip-us.apache.org/repos/asf/drill-site/blob/05290e11/docs/storage-plugin-configuration/index.html
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@@ -621,6 +621,8 @@
               
                 <li class="toctree-l3"><a class="reference internal" 
href="/docs/enabling-query-queuing/">Enabling Query Queuing</a></li>
               
+                <li class="toctree-l3"><a class="reference internal" 
href="/docs/throttling/">Throttling</a></li>
+              
                 <li class="toctree-l3"><a class="reference internal" 
href="/docs/controlling-parallelization-to-balance-performance-with-multi-tenancy/">Controlling
 Parallelization to Balance Performance with Multi-Tenancy</a></li>
               
             </ul>

http://git-wip-us.apache.org/repos/asf/drill-site/blob/05290e11/docs/storage-plugin-registration/index.html
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diff --git a/docs/storage-plugin-registration/index.html 
b/docs/storage-plugin-registration/index.html
index 18fe217..52ac949 100644
--- a/docs/storage-plugin-registration/index.html
+++ b/docs/storage-plugin-registration/index.html
@@ -621,6 +621,8 @@
               
                 <li class="toctree-l3"><a class="reference internal" 
href="/docs/enabling-query-queuing/">Enabling Query Queuing</a></li>
               
+                <li class="toctree-l3"><a class="reference internal" 
href="/docs/throttling/">Throttling</a></li>
+              
                 <li class="toctree-l3"><a class="reference internal" 
href="/docs/controlling-parallelization-to-balance-performance-with-multi-tenancy/">Controlling
 Parallelization to Balance Performance with Multi-Tenancy</a></li>
               
             </ul>

http://git-wip-us.apache.org/repos/asf/drill-site/blob/05290e11/docs/string-manipulation/index.html
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diff --git a/docs/string-manipulation/index.html 
b/docs/string-manipulation/index.html
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@@ -621,6 +621,8 @@
               
                 <li class="toctree-l3"><a class="reference internal" 
href="/docs/enabling-query-queuing/">Enabling Query Queuing</a></li>
               
+                <li class="toctree-l3"><a class="reference internal" 
href="/docs/throttling/">Throttling</a></li>
+              
                 <li class="toctree-l3"><a class="reference internal" 
href="/docs/controlling-parallelization-to-balance-performance-with-multi-tenancy/">Controlling
 Parallelization to Balance Performance with Multi-Tenancy</a></li>
               
             </ul>

http://git-wip-us.apache.org/repos/asf/drill-site/blob/05290e11/docs/summary/index.html
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diff --git a/docs/summary/index.html b/docs/summary/index.html
index 0f21652..3412944 100644
--- a/docs/summary/index.html
+++ b/docs/summary/index.html
@@ -621,6 +621,8 @@
               
                 <li class="toctree-l3"><a class="reference internal" 
href="/docs/enabling-query-queuing/">Enabling Query Queuing</a></li>
               
+                <li class="toctree-l3"><a class="reference internal" 
href="/docs/throttling/">Throttling</a></li>
+              
                 <li class="toctree-l3"><a class="reference internal" 
href="/docs/controlling-parallelization-to-balance-performance-with-multi-tenancy/">Controlling
 Parallelization to Balance Performance with Multi-Tenancy</a></li>
               
             </ul>

http://git-wip-us.apache.org/repos/asf/drill-site/blob/05290e11/docs/supported-data-types/index.html
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diff --git a/docs/supported-data-types/index.html 
b/docs/supported-data-types/index.html
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--- a/docs/supported-data-types/index.html
+++ b/docs/supported-data-types/index.html
@@ -621,6 +621,8 @@
               
                 <li class="toctree-l3"><a class="reference internal" 
href="/docs/enabling-query-queuing/">Enabling Query Queuing</a></li>
               
+                <li class="toctree-l3"><a class="reference internal" 
href="/docs/throttling/">Throttling</a></li>
+              
                 <li class="toctree-l3"><a class="reference internal" 
href="/docs/controlling-parallelization-to-balance-performance-with-multi-tenancy/">Controlling
 Parallelization to Balance Performance with Multi-Tenancy</a></li>
               
             </ul>

http://git-wip-us.apache.org/repos/asf/drill-site/blob/05290e11/docs/supported-sql-commands/index.html
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diff --git a/docs/supported-sql-commands/index.html 
b/docs/supported-sql-commands/index.html
index 9397dec..621f05f 100644
--- a/docs/supported-sql-commands/index.html
+++ b/docs/supported-sql-commands/index.html
@@ -621,6 +621,8 @@
               
                 <li class="toctree-l3"><a class="reference internal" 
href="/docs/enabling-query-queuing/">Enabling Query Queuing</a></li>
               
+                <li class="toctree-l3"><a class="reference internal" 
href="/docs/throttling/">Throttling</a></li>
+              
                 <li class="toctree-l3"><a class="reference internal" 
href="/docs/controlling-parallelization-to-balance-performance-with-multi-tenancy/">Controlling
 Parallelization to Balance Performance with Multi-Tenancy</a></li>
               
             </ul>

http://git-wip-us.apache.org/repos/asf/drill-site/blob/05290e11/docs/tableau-examples/index.html
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diff --git a/docs/tableau-examples/index.html b/docs/tableau-examples/index.html
index 62b3940..034c03e 100644
--- a/docs/tableau-examples/index.html
+++ b/docs/tableau-examples/index.html
@@ -621,6 +621,8 @@
               
                 <li class="toctree-l3"><a class="reference internal" 
href="/docs/enabling-query-queuing/">Enabling Query Queuing</a></li>
               
+                <li class="toctree-l3"><a class="reference internal" 
href="/docs/throttling/">Throttling</a></li>
+              
                 <li class="toctree-l3"><a class="reference internal" 
href="/docs/controlling-parallelization-to-balance-performance-with-multi-tenancy/">Controlling
 Parallelization to Balance Performance with Multi-Tenancy</a></li>
               
             </ul>

http://git-wip-us.apache.org/repos/asf/drill-site/blob/05290e11/docs/testing-the-odbc-connection/index.html
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diff --git a/docs/testing-the-odbc-connection/index.html 
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--- a/docs/testing-the-odbc-connection/index.html
+++ b/docs/testing-the-odbc-connection/index.html
@@ -621,6 +621,8 @@
               
                 <li class="toctree-l3"><a class="reference internal" 
href="/docs/enabling-query-queuing/">Enabling Query Queuing</a></li>
               
+                <li class="toctree-l3"><a class="reference internal" 
href="/docs/throttling/">Throttling</a></li>
+              
                 <li class="toctree-l3"><a class="reference internal" 
href="/docs/controlling-parallelization-to-balance-performance-with-multi-tenancy/">Controlling
 Parallelization to Balance Performance with Multi-Tenancy</a></li>
               
             </ul>

http://git-wip-us.apache.org/repos/asf/drill-site/blob/05290e11/docs/text-files-csv-tsv-psv/index.html
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diff --git a/docs/text-files-csv-tsv-psv/index.html 
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+++ b/docs/text-files-csv-tsv-psv/index.html
@@ -621,6 +621,8 @@
               
                 <li class="toctree-l3"><a class="reference internal" 
href="/docs/enabling-query-queuing/">Enabling Query Queuing</a></li>
               
+                <li class="toctree-l3"><a class="reference internal" 
href="/docs/throttling/">Throttling</a></li>
+              
                 <li class="toctree-l3"><a class="reference internal" 
href="/docs/controlling-parallelization-to-balance-performance-with-multi-tenancy/">Controlling
 Parallelization to Balance Performance with Multi-Tenancy</a></li>
               
             </ul>

http://git-wip-us.apache.org/repos/asf/drill-site/blob/05290e11/docs/throttling/index.html
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diff --git a/docs/throttling/index.html b/docs/throttling/index.html
new file mode 100644
index 0000000..d993547
--- /dev/null
+++ b/docs/throttling/index.html
@@ -0,0 +1,1250 @@
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+<html>
+
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+<meta name=viewport content="width=device-width, initial-scale=1">
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rel="stylesheet" type="text/css"/>
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+          
+            
+              <li class="toctree-l2"><a href="javascript: void(0);">Learn 
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href="/docs/about-the-mapr-sandbox/">About the MapR Sandbox</a></li>
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Sandbox</a></li>
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+              
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href="/docs/lesson-1-learn-about-the-data-set/">Lesson 1: Learn about the Data 
Set</a></li>
+              
+                <li class="toctree-l3"><a class="reference internal" 
href="/docs/lesson-2-run-queries-with-ansi-sql/">Lesson 2: Run Queries with 
ANSI SQL</a></li>
+              
+                <li class="toctree-l3"><a class="reference internal" 
href="/docs/lesson-3-run-queries-on-complex-data-types/">Lesson 3: Run Queries 
on Complex Data Types</a></li>
+              
+                <li class="toctree-l3"><a class="reference internal" 
href="/docs/summary/">Summary</a></li>
+              
+            </ul>
+            
+          
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+              <li class="toctree-l2"><a class="reference internal" 
href="/docs/analyzing-highly-dynamic-datasets/">Analyzing Highly Dynamic 
Datasets</a></li>
+            
+          
+            
+              <li class="toctree-l2"><a class="reference internal" 
href="/docs/analyzing-social-media/">Analyzing Social Media</a></li>
+            
+          
+            
+              <li class="toctree-l2"><a class="reference internal" 
href="/docs/analyzing-data-using-window-functions/">Analyzing Data Using Window 
Functions</a></li>
+            
+          
+          </ul>
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+        
+          <li class="toctree-l1"><a href="javascript: void(0);">Install 
Drill</a></li>
+          <ul style="display: none">
+          
+            
+              <li class="toctree-l2"><a class="reference internal" 
href="/docs/install-drill-introduction/">Install Drill Introduction</a></li>
+            
+          
+            
+              <li class="toctree-l2"><a class="reference internal" 
href="/docs/migrating-parquet-data/">Migrating Parquet Data</a></li>
+            
+          
+            
+              <li class="toctree-l2"><a href="javascript: void(0);">Installing 
Drill in Embedded Mode</a></li>
+              <ul style="display: none">
+              
+                <li class="toctree-l3"><a class="reference internal" 
href="/docs/embedded-mode-prerequisites/">Embedded Mode Prerequisites</a></li>
+              
+                <li class="toctree-l3"><a class="reference internal" 
href="/docs/installing-drill-on-linux-and-mac-os-x/">Installing Drill on Linux 
and Mac OS X</a></li>
+              
+                <li class="toctree-l3"><a class="reference internal" 
href="/docs/starting-drill-on-linux-and-mac-os-x/">Starting Drill on Linux and 
Mac OS X</a></li>
+              
+                <li class="toctree-l3"><a class="reference internal" 
href="/docs/installing-drill-on-windows/">Installing Drill on Windows</a></li>
+              
+                <li class="toctree-l3"><a class="reference internal" 
href="/docs/starting-drill-on-windows/">Starting Drill on Windows</a></li>
+              
+            </ul>
+            
+          
+            
+              <li class="toctree-l2"><a href="javascript: void(0);">Installing 
Drill in Distributed Mode</a></li>
+              <ul style="display: none">
+              
+                <li class="toctree-l3"><a class="reference internal" 
href="/docs/distributed-mode-prerequisites/">Distributed Mode 
Prerequisites</a></li>
+              
+                <li class="toctree-l3"><a class="reference internal" 
href="/docs/installing-drill-on-the-cluster/">Installing Drill on the 
Cluster</a></li>
+              
+                <li class="toctree-l3"><a class="reference internal" 
href="/docs/starting-drill-in-distributed-mode/">Starting Drill in Distributed 
Mode</a></li>
+              
+            </ul>
+            
+          
+            
+              <li class="toctree-l2"><a class="reference internal" 
href="/docs/starting-the-web-console/">Starting the Web Console</a></li>
+            
+          
+            
+              <li class="toctree-l2"><a class="reference internal" 
href="/docs/identifying-multiple-drill-versions-in-a-cluster/">Identifying 
Multiple Drill Versions in a Cluster</a></li>
+            
+          
+          </ul>
+        
+      
+        
+          <li class="toctree-l1"><a href="javascript: void(0);">Configure 
Drill</a></li>
+          <ul style="display: none">
+          
+            
+              <li class="toctree-l2"><a class="reference internal" 
href="/docs/configure-drill-introduction/">Configure Drill Introduction</a></li>
+            
+          
+            
+              <li class="toctree-l2"><a class="reference internal" 
href="/docs/configuring-drill-memory/">Configuring Drill Memory</a></li>
+            
+          
+            
+              <li class="toctree-l2"><a href="javascript: void(0);">Securing 
Drill</a></li>
+              <ul style="display: none">
+              
+                <li class="toctree-l3"><a class="reference internal" 
href="/docs/securing-drill-introduction/">Securing Drill Introduction</a></li>
+              
+                <li class="toctree-l3"><a class="reference internal" 
href="/docs/secure-communication-paths/">Secure Communication Paths</a></li>
+              
+                <li class="toctree-l3"><a class="reference internal" 
href="/docs/roles-and-privileges/">Roles and Privileges</a></li>
+              
+                <li class="toctree-l3"><a class="reference internal" 
href="/docs/configuring-user-impersonation/">Configuring User 
Impersonation</a></li>
+              
+                <li class="toctree-l3"><a class="reference internal" 
href="/docs/configuring-inbound-impersonation/">Configuring Inbound 
Impersonation</a></li>
+              
+                <li class="toctree-l3"><a class="reference internal" 
href="/docs/configuring-user-impersonation-with-hive-authorization/">Configuring
 User Impersonation with Hive Authorization</a></li>
+              
+                <li class="toctree-l3"><a class="reference internal" 
href="/docs/configuring-user-security/">Configuring User Security</a></li>
+              
+                <li class="toctree-l3"><a class="reference internal" 
href="/docs/configuring-plain-security/">Configuring Plain Security</a></li>
+              
+                <li class="toctree-l3"><a class="reference internal" 
href="/docs/configuring-kerberos-security/">Configuring Kerberos 
Security</a></li>
+              
+                <li class="toctree-l3"><a class="reference internal" 
href="/docs/configuring-web-console-and-rest-api-security/">Configuring Web 
Console and REST API Security</a></li>
+              
+            </ul>
+            
+          
+            
+              <li class="toctree-l2"><a href="javascript: 
void(0);">Configuring a Multitenant Cluster</a></li>
+              <ul style="display: none">
+              
+                <li class="toctree-l3"><a class="reference internal" 
href="/docs/configuring-a-multitenant-cluster-introduction/">Configuring a 
Multitenant Cluster Introduction</a></li>
+              
+                <li class="toctree-l3"><a class="reference internal" 
href="/docs/configuring-multitenant-resources/">Configuring Multitenant 
Resources</a></li>
+              
+                <li class="toctree-l3"><a class="reference internal" 
href="/docs/configuring-resources-for-a-shared-drillbit/">Configuring Resources 
for a Shared Drillbit</a></li>
+              
+            </ul>
+            
+          
+            
+              <li class="toctree-l2"><a href="javascript: 
void(0);">Configuration Options</a></li>
+              <ul style="display: none">
+              
+                <li class="toctree-l3"><a class="reference internal" 
href="/docs/configuration-options-introduction/">Configuration Options 
Introduction</a></li>
+              
+                <li class="toctree-l3"><a class="reference internal" 
href="/docs/start-up-options/">Start-Up Options</a></li>
+              
+                <li class="toctree-l3"><a class="reference internal" 
href="/docs/planning-and-execution-options/">Planning and Execution 
Options</a></li>
+              
+                <li class="toctree-l3"><a class="reference internal" 
href="/docs/persistent-configuration-storage/">Persistent Configuration 
Storage</a></li>
+              
+            </ul>
+            
+          
+            
+              <li class="toctree-l2"><a class="reference internal" 
href="/docs/ports-used-by-drill/">Ports Used by Drill</a></li>
+            
+          
+            
+              <li class="toctree-l2"><a class="reference internal" 
href="/docs/configuring-the-drill-shell/">Configuring the Drill Shell</a></li>
+            
+          
+          </ul>
+        
+      
+        
+          <li class="toctree-l1"><a href="javascript: void(0);">Connect a Data 
Source</a></li>
+          <ul style="display: none">
+          
+            
+              <li class="toctree-l2"><a class="reference internal" 
href="/docs/connect-a-data-source-introduction/">Connect a Data Source 
Introduction</a></li>
+            
+          
+            
+              <li class="toctree-l2"><a class="reference internal" 
href="/docs/storage-plugin-registration/">Storage Plugin Registration</a></li>
+            
+          
+            
+              <li class="toctree-l2"><a href="javascript: void(0);">Storage 
Plugin Configuration</a></li>
+              <ul style="display: none">
+              
+                <li class="toctree-l3"><a class="reference internal" 
href="/docs/plugin-configuration-basics/">Plugin Configuration Basics</a></li>
+              
+                <li class="toctree-l3"><a class="reference internal" 
href="/docs/workspaces/">Workspaces</a></li>
+              
+                <li class="toctree-l3"><a class="reference internal" 
href="/docs/drill-default-input-format/">Drill Default Input Format</a></li>
+              
+            </ul>
+            
+          
+            
+              <li class="toctree-l2"><a class="reference internal" 
href="/docs/file-system-storage-plugin/">File System Storage Plugin</a></li>
+            
+          
+            
+              <li class="toctree-l2"><a class="reference internal" 
href="/docs/hbase-storage-plugin/">HBase Storage Plugin</a></li>
+            
+          
+            
+              <li class="toctree-l2"><a class="reference internal" 
href="/docs/hive-storage-plugin/">Hive Storage Plugin</a></li>
+            
+          
+            
+              <li class="toctree-l2"><a class="reference internal" 
href="/docs/rdbms-storage-plugin/">RDBMS Storage Plugin</a></li>
+            
+          
+            
+              <li class="toctree-l2"><a class="reference internal" 
href="/docs/mongodb-storage-plugin/">MongoDB Storage Plugin</a></li>
+            
+          
+            
+              <li class="toctree-l2"><a class="reference internal" 
href="/docs/mapr-db-format/">MapR-DB Format</a></li>
+            
+          
+            
+              <li class="toctree-l2"><a class="reference internal" 
href="/docs/s3-storage-plugin/">S3 Storage Plugin</a></li>
+            
+          
+            
+              <li class="toctree-l2"><a class="reference internal" 
href="/docs/httpd-storage-plugin/">HTTPD Storage Plugin</a></li>
+            
+          
+          </ul>
+        
+      
+        
+          <li class="toctree-l1"><a href="javascript: void(0);">ODBC/JDBC 
Interfaces</a></li>
+          <ul style="display: none">
+          
+            
+              <li class="toctree-l2"><a class="reference internal" 
href="/docs/interfaces-introduction/">Interfaces Introduction</a></li>
+            
+          
+            
+              <li class="toctree-l2"><a class="reference internal" 
href="/docs/using-the-jdbc-driver/">Using the JDBC Driver</a></li>
+            
+          
+            
+              <li class="toctree-l2"><a class="reference internal" 
href="/docs/using-jdbc-with-squirrel-on-windows/">Using JDBC with SQuirreL on 
Windows</a></li>
+            
+          
+            
+              <li class="toctree-l2"><a href="javascript: void(0);">Installing 
the ODBC Driver</a></li>
+              <ul style="display: none">
+              
+                <li class="toctree-l3"><a class="reference internal" 
href="/docs/installing-the-driver-on-linux/">Installing the Driver on 
Linux</a></li>
+              
+                <li class="toctree-l3"><a class="reference internal" 
href="/docs/installing-the-driver-on-mac-os-x/">Installing the Driver on Mac OS 
X</a></li>
+              
+                <li class="toctree-l3"><a class="reference internal" 
href="/docs/installing-the-driver-on-windows/">Installing the Driver on 
Windows</a></li>
+              
+            </ul>
+            
+          
+            
+              <li class="toctree-l2"><a href="javascript: 
void(0);">Configuring ODBC</a></li>
+              <ul style="display: none">
+              
+                <li class="toctree-l3"><a class="reference internal" 
href="/docs/odbc-configuration-reference/">ODBC Configuration Reference</a></li>
+              
+                <li class="toctree-l3"><a class="reference internal" 
href="/docs/logging-and-tracing/">Logging and Tracing</a></li>
+              
+                <li class="toctree-l3"><a class="reference internal" 
href="/docs/configuring-odbc-on-linux/">Configuring ODBC on Linux</a></li>
+              
+                <li class="toctree-l3"><a class="reference internal" 
href="/docs/configuring-odbc-on-mac-os-x/">Configuring ODBC on Mac OS X</a></li>
+              
+                <li class="toctree-l3"><a class="reference internal" 
href="/docs/configuring-odbc-on-windows/">Configuring ODBC on Windows</a></li>
+              
+                <li class="toctree-l3"><a class="reference internal" 
href="/docs/testing-the-odbc-connection/">Testing the ODBC Connection</a></li>
+              
+            </ul>
+            
+          
+            
+              <li class="toctree-l2"><a href="javascript: void(0);">Using 
Drill Explorer</a></li>
+              <ul style="display: none">
+              
+                <li class="toctree-l3"><a class="reference internal" 
href="/docs/drill-explorer-introduction/">Drill Explorer Introduction</a></li>
+              
+                <li class="toctree-l3"><a class="reference internal" 
href="/docs/connecting-drill-explorer-to-data/">Connecting Drill Explorer to 
Data</a></li>
+              
+                <li class="toctree-l3"><a class="reference internal" 
href="/docs/browsing-data-and-defining-views/">Browsing Data and Defining 
Views</a></li>
+              
+            </ul>
+            
+          
+            
+              <li class="toctree-l2"><a href="javascript: void(0);">Using 
Drill with BI Tools</a></li>
+              <ul style="display: none">
+              
+                <li class="toctree-l3"><a class="reference internal" 
href="/docs/using-drill-with-bi-tools-introduction/">Using Drill with BI Tools 
Introduction</a></li>
+              
+                <li class="toctree-l3"><a class="reference internal" 
href="/docs/tableau-examples/">Tableau Examples</a></li>
+              
+                <li class="toctree-l3"><a class="reference internal" 
href="/docs/using-microstrategy-analytics-with-apache-drill/">Using 
MicroStrategy Analytics with Apache Drill</a></li>
+              
+                <li class="toctree-l3"><a class="reference internal" 
href="/docs/using-tibco-spotfire-desktop-with-drill/">Using Tibco Spotfire 
Desktop with Drill</a></li>
+              
+                <li class="toctree-l3"><a class="reference internal" 
href="/docs/configuring-tibco-spotfire-server-with-drill/">Configuring Tibco 
Spotfire Server with Drill</a></li>
+              
+                <li class="toctree-l3"><a class="reference internal" 
href="/docs/using-qlik-sense-with-drill/">Using Qlik Sense with Drill</a></li>
+              
+                <li class="toctree-l3"><a class="reference internal" 
href="/docs/using-apache-drill-with-tableau-10-2/">Using Apache Drill with 
Tableau 10.2</a></li>
+              
+                <li class="toctree-l3"><a class="reference internal" 
href="/docs/using-apache-drill-with-tableau-9-desktop/">Using Apache Drill with 
Tableau 9 Desktop</a></li>
+              
+                <li class="toctree-l3"><a class="reference internal" 
href="/docs/using-apache-drill-with-tableau-9-server/">Using Apache Drill with 
Tableau 9 Server</a></li>
+              
+                <li class="toctree-l3"><a class="reference internal" 
href="/docs/using-information-builders-webfocus-with-apache-drill/">Using 
Information Builders’ WebFOCUS with Apache Drill</a></li>
+              
+                <li class="toctree-l3"><a class="reference internal" 
href="/docs/configuring-jreport-with-drill/">Configuring JReport with 
Drill</a></li>
+              
+            </ul>
+            
+          
+          </ul>
+        
+      
+        
+          <li class="toctree-l1"><a href="javascript: void(0);">Query 
Data</a></li>
+          <ul style="display: none">
+          
+            
+              <li class="toctree-l2"><a class="reference internal" 
href="/docs/query-data-introduction/">Query Data Introduction</a></li>
+            
+          
+            
+              <li class="toctree-l2"><a href="javascript: void(0);">Querying a 
File System</a></li>
+              <ul style="display: none">
+              
+                <li class="toctree-l3"><a class="reference internal" 
href="/docs/querying-a-file-system-introduction/">Querying a File System 
Introduction</a></li>
+              
+                <li class="toctree-l3"><a class="reference internal" 
href="/docs/querying-avro-files/">Querying Avro Files</a></li>
+              
+                <li class="toctree-l3"><a class="reference internal" 
href="/docs/querying-json-files/">Querying JSON Files</a></li>
+              
+                <li class="toctree-l3"><a class="reference internal" 
href="/docs/querying-parquet-files/">Querying Parquet Files</a></li>
+              
+                <li class="toctree-l3"><a class="reference internal" 
href="/docs/querying-plain-text-files/">Querying Plain Text Files</a></li>
+              
+                <li class="toctree-l3"><a class="reference internal" 
href="/docs/querying-directories/">Querying Directories</a></li>
+              
+                <li class="toctree-l3"><a class="reference internal" 
href="/docs/querying-sequence-files/">Querying Sequence Files</a></li>
+              
+            </ul>
+            
+          
+            
+              <li class="toctree-l2"><a class="reference internal" 
href="/docs/querying-hbase/">Querying HBase</a></li>
+            
+          
+            
+              <li class="toctree-l2"><a href="javascript: void(0);">Querying 
Complex Data</a></li>
+              <ul style="display: none">
+              
+                <li class="toctree-l3"><a class="reference internal" 
href="/docs/querying-complex-data-introduction/">Querying Complex Data 
Introduction</a></li>
+              
+                <li class="toctree-l3"><a class="reference internal" 
href="/docs/sample-data-donuts/">Sample Data: Donuts</a></li>
+              
+                <li class="toctree-l3"><a class="reference internal" 
href="/docs/selecting-flat-data/">Selecting Flat Data</a></li>
+              
+                <li class="toctree-l3"><a class="reference internal" 
href="/docs/using-sql-functions-clauses-and-joins/">Using SQL Functions, 
Clauses, and Joins</a></li>
+              
+                <li class="toctree-l3"><a class="reference internal" 
href="/docs/selecting-nested-data-for-a-column/">Selecting Nested Data for a 
Column</a></li>
+              
+                <li class="toctree-l3"><a class="reference internal" 
href="/docs/selecting-multiple-columns-within-nested-data/">Selecting Multiple 
Columns Within Nested Data</a></li>
+              
+            </ul>
+            
+          
+            
+              <li class="toctree-l2"><a class="reference internal" 
href="/docs/querying-hive/">Querying Hive</a></li>
+            
+          
+            
+              <li class="toctree-l2"><a class="reference internal" 
href="/docs/querying-the-information-schema/">Querying the INFORMATION 
SCHEMA</a></li>
+            
+          
+            
+              <li class="toctree-l2"><a class="reference internal" 
href="/docs/querying-system-tables/">Querying System Tables</a></li>
+            
+          
+            
+              <li class="toctree-l2"><a class="reference internal" 
href="/docs/monitoring-and-canceling-queries-in-the-drill-web-console/">Monitoring
 and Canceling Queries in the Drill Web Console</a></li>
+            
+          
+          </ul>
+        
+      
+        
+          <li class="toctree-l1 current_section "><a href="javascript: 
void(0);">Performance Tuning</a></li>
+          <ul class="current_section">
+          
+            
+              <li class="toctree-l2"><a class="reference internal" 
href="/docs/performance-tuning-introduction/">Performance Tuning 
Introduction</a></li>
+            
+          
+            
+              <li class="toctree-l2"><a href="javascript: void(0);">Partition 
Pruning</a></li>
+              <ul style="display: none">
+              
+                <li class="toctree-l3"><a class="reference internal" 
href="/docs/partition-pruning-introduction/">Partition Pruning 
Introduction</a></li>
+              
+                <li class="toctree-l3"><a class="reference internal" 
href="/docs/how-to-partition-data/">How to Partition Data</a></li>
+              
+            </ul>
+            
+          
+            
+              <li class="toctree-l2"><a class="reference internal" 
href="/docs/asynchronous-parquet-reader/">Asynchronous Parquet Reader</a></li>
+            
+          
+            
+              <li class="toctree-l2"><a class="reference internal" 
href="/docs/optimizing-parquet-metadata-reading/">Optimizing Parquet Metadata 
Reading</a></li>
+            
+          
+            
+              <li class="toctree-l2"><a class="reference internal" 
href="/docs/parquet-filter-pushdown/">Parquet Filter Pushdown</a></li>
+            
+          
+            
+              <li class="toctree-l2"><a class="reference internal" 
href="/docs/hive-metadata-caching/">Hive Metadata Caching</a></li>
+            
+          
+            
+              <li class="toctree-l2"><a class="reference internal" 
href="/docs/choosing-a-storage-format/">Choosing a Storage Format</a></li>
+            
+          
+            
+              <li class="toctree-l2"><a href="javascript: void(0);">Query 
Plans and Tuning</a></li>
+              <ul style="">
+              
+                <li class="toctree-l3"><a class="reference internal" 
href="/docs/query-plans-and-tuning-introduction/">Query Plans and Tuning 
Introduction</a></li>
+              
+                <li class="toctree-l3"><a class="reference internal" 
href="/docs/join-planning-guidelines/">Join Planning Guidelines</a></li>
+              
+                <li class="toctree-l3"><a class="reference internal" 
href="/docs/guidelines-for-optimizing-aggregation/">Guidelines for Optimizing 
Aggregation</a></li>
+              
+                <li class="toctree-l3"><a class="reference internal" 
href="/docs/modifying-query-planning-options/">Modifying Query Planning 
Options</a></li>
+              
+                <li class="toctree-l3"><a class="reference internal" 
href="/docs/sort-based-and-hash-based-memory-constrained-operators/">Sort-Based 
and Hash-Based Memory-Constrained Operators</a></li>
+              
+                <li class="toctree-l3"><a class="reference internal" 
href="/docs/enabling-query-queuing/">Enabling Query Queuing</a></li>
+              
+                <li class="toctree-l3 current"><a class="reference internal" 
href="/docs/throttling/">Throttling</a></li>
+              
+                <li class="toctree-l3"><a class="reference internal" 
href="/docs/controlling-parallelization-to-balance-performance-with-multi-tenancy/">Controlling
 Parallelization to Balance Performance with Multi-Tenancy</a></li>
+              
+            </ul>
+            
+          
+            
+              <li class="toctree-l2"><a href="javascript: 
void(0);">Identifying Performance Issues</a></li>
+              <ul style="display: none">
+              
+                <li class="toctree-l3"><a class="reference internal" 
href="/docs/query-plans/">Query Plans</a></li>
+              
+                <li class="toctree-l3"><a class="reference internal" 
href="/docs/query-profiles/">Query Profiles</a></li>
+              
+            </ul>
+            
+          
+            
+              <li class="toctree-l2"><a href="javascript: 
void(0);">Performance Tuning Reference</a></li>
+              <ul style="display: none">
+              
+                <li class="toctree-l3"><a class="reference internal" 
href="/docs/query-profile-column-descriptions/">Query Profile Column 
Descriptions</a></li>
+              
+                <li class="toctree-l3"><a class="reference internal" 
href="/docs/physical-operators/">Physical Operators</a></li>
+              
+            </ul>
+            
+          
+            
+              <li class="toctree-l2"><a class="reference internal" 
href="/docs/monitoring-metrics/">Monitoring Metrics</a></li>
+            
+          
+          </ul>
+        
+      
+        
+          <li class="toctree-l1"><a href="javascript: void(0);">Log and 
Debug</a></li>
+          <ul style="display: none">
+          
+            
+              <li class="toctree-l2"><a class="reference internal" 
href="/docs/log-and-debug-introduction/">Log and Debug Introduction</a></li>
+            
+          
+            
+              <li class="toctree-l2"><a class="reference internal" 
href="/docs/error-messages/">Error Messages</a></li>
+            
+          
+            
+              <li class="toctree-l2"><a class="reference internal" 
href="/docs/modify-logback-xml/">Modify logback.xml</a></li>
+            
+          
+            
+              <li class="toctree-l2"><a class="reference internal" 
href="/docs/review-the-java-stack-trace/">Review the Java Stack Trace</a></li>
+            
+          
+            
+              <li class="toctree-l2"><a class="reference internal" 
href="/docs/query-audit-logging/">Query Audit Logging</a></li>
+            
+          
+          </ul>
+        
+      
+        
+          <li class="toctree-l1"><a href="javascript: void(0);">SQL 
Reference</a></li>
+          <ul style="display: none">
+          
+            
+              <li class="toctree-l2"><a class="reference internal" 
href="/docs/sql-reference-introduction/">SQL Reference Introduction</a></li>
+            
+          
+            
+              <li class="toctree-l2"><a href="javascript: void(0);">Data 
Types</a></li>
+              <ul style="display: none">
+              
+                <li class="toctree-l3"><a class="reference internal" 
href="/docs/supported-data-types/">Supported Data Types</a></li>
+              
+                <li class="toctree-l3"><a class="reference internal" 
href="/docs/date-time-and-timestamp/">Date, Time, and Timestamp</a></li>
+              
+                <li class="toctree-l3"><a class="reference internal" 
href="/docs/handling-different-data-types/">Handling Different Data 
Types</a></li>
+              
+            </ul>
+            
+          
+            
+              <li class="toctree-l2"><a class="reference internal" 
href="/docs/lexical-structure/">Lexical Structure</a></li>
+            
+          
+            
+              <li class="toctree-l2"><a class="reference internal" 
href="/docs/operators/">Operators</a></li>
+            
+          
+            
+              <li class="toctree-l2"><a href="javascript: void(0);">SQL 
Functions</a></li>
+              <ul style="display: none">
+              
+                <li class="toctree-l3"><a class="reference internal" 
href="/docs/about-sql-function-examples/">About SQL Function Examples</a></li>
+              
+                <li class="toctree-l3"><a class="reference internal" 
href="/docs/math-and-trig/">Math and Trig</a></li>
+              
+                <li class="toctree-l3"><a class="reference internal" 
href="/docs/data-type-conversion/">Data Type Conversion</a></li>
+              
+                <li class="toctree-l3"><a class="reference internal" 
href="/docs/date-time-functions-and-arithmetic/">Date/Time Functions and 
Arithmetic</a></li>
+              
+                <li class="toctree-l3"><a class="reference internal" 
href="/docs/string-manipulation/">String Manipulation</a></li>
+              
+                <li class="toctree-l3"><a class="reference internal" 
href="/docs/aggregate-and-aggregate-statistical/">Aggregate and Aggregate 
Statistical</a></li>
+              
+                <li class="toctree-l3"><a class="reference internal" 
href="/docs/functions-for-handling-nulls/">Functions for Handling Nulls</a></li>
+              
+            </ul>
+            
+          
+            
+              <li class="toctree-l2"><a href="javascript: void(0);">SQL Window 
Functions</a></li>
+              <ul style="display: none">
+              
+                <li class="toctree-l3"><a class="reference internal" 
href="/docs/sql-window-functions-introduction/">SQL Window Functions 
Introduction</a></li>
+              
+                <li class="toctree-l3"><a class="reference internal" 
href="/docs/aggregate-window-functions/">Aggregate Window Functions</a></li>
+              
+                <li class="toctree-l3"><a class="reference internal" 
href="/docs/ranking-window-functions/">Ranking Window Functions</a></li>
+              
+                <li class="toctree-l3"><a class="reference internal" 
href="/docs/value-window-functions/">Value Window Functions</a></li>
+              
+                <li class="toctree-l3"><a class="reference internal" 
href="/docs/sql-window-functions-examples/">SQL Window Functions 
Examples</a></li>
+              
+            </ul>
+            
+          
+            
+              <li class="toctree-l2"><a href="javascript: void(0);">Nested 
Data Functions</a></li>
+              <ul style="display: none">
+              
+                <li class="toctree-l3"><a class="reference internal" 
href="/docs/nested-data-limitations/">Nested Data Limitations</a></li>
+              
+                <li class="toctree-l3"><a class="reference internal" 
href="/docs/flatten/">FLATTEN</a></li>
+              
+                <li class="toctree-l3"><a class="reference internal" 
href="/docs/kvgen/">KVGEN</a></li>
+              
+                <li class="toctree-l3"><a class="reference internal" 
href="/docs/repeated-count/">REPEATED_COUNT</a></li>
+              
+                <li class="toctree-l3"><a class="reference internal" 
href="/docs/repeated-contains/">REPEATED_CONTAINS</a></li>
+              
+            </ul>
+            
+          
+            
+              <li class="toctree-l2"><a class="reference internal" 
href="/docs/query-directory-functions/">Query Directory Functions</a></li>
+            
+          
+            
+              <li class="toctree-l2"><a href="javascript: void(0);">SQL 
Commands</a></li>
+              <ul style="display: none">
+              
+                <li class="toctree-l3"><a class="reference internal" 
href="/docs/supported-sql-commands/">Supported SQL Commands</a></li>
+              
+                <li class="toctree-l3"><a class="reference internal" 
href="/docs/set/">SET</a></li>
+              
+                <li class="toctree-l3"><a class="reference internal" 
href="/docs/reset/">RESET</a></li>
+              
+                <li class="toctree-l3"><a class="reference internal" 
href="/docs/alter-system/">ALTER SYSTEM</a></li>
+              
+                <li class="toctree-l3"><a class="reference internal" 
href="/docs/create-table-as-ctas/">CREATE TABLE AS (CTAS)</a></li>
+              
+                <li class="toctree-l3"><a class="reference internal" 
href="/docs/create-temporary-table-as-cttas/">CREATE TEMPORARY TABLE AS 
(CTTAS)</a></li>
+              
+                <li class="toctree-l3"><a class="reference internal" 
href="/docs/create-function-using-jar/">CREATE FUNCTION USING JAR</a></li>
+              
+                <li class="toctree-l3"><a class="reference internal" 
href="/docs/partition-by-clause/">PARTITION BY Clause</a></li>
+              
+                <li class="toctree-l3"><a class="reference internal" 
href="/docs/create-view/">CREATE VIEW</a></li>
+              
+                <li class="toctree-l3"><a class="reference internal" 
href="/docs/describe/">DESCRIBE</a></li>
+              
+                <li class="toctree-l3"><a class="reference internal" 
href="/docs/drop-function-using-jar/">DROP FUNCTION USING JAR</a></li>
+              
+                <li class="toctree-l3"><a class="reference internal" 
href="/docs/drop-table/">DROP TABLE</a></li>
+              
+                <li class="toctree-l3"><a class="reference internal" 
href="/docs/drop-view/">DROP VIEW</a></li>
+              
+                <li class="toctree-l3"><a class="reference internal" 
href="/docs/explain/">EXPLAIN</a></li>
+              
+                <li class="toctree-l3"><a class="reference internal" 
href="/docs/select/">SELECT</a></li>
+              
+                <li class="toctree-l3"><a class="reference internal" 
href="/docs/select-list/">SELECT List</a></li>
+              
+                <li class="toctree-l3"><a class="reference internal" 
href="/docs/from-clause/">FROM Clause</a></li>
+              
+                <li class="toctree-l3"><a class="reference internal" 
href="/docs/group-by-clause/">GROUP BY Clause</a></li>
+              
+                <li class="toctree-l3"><a class="reference internal" 
href="/docs/having-clause/">HAVING Clause</a></li>
+              
+                <li class="toctree-l3"><a class="reference internal" 
href="/docs/limit-clause/">LIMIT Clause</a></li>
+              
+                <li class="toctree-l3"><a class="reference internal" 
href="/docs/offset-clause/">OFFSET Clause</a></li>
+              
+                <li class="toctree-l3"><a class="reference internal" 
href="/docs/order-by-clause/">ORDER BY Clause</a></li>
+              
+                <li class="toctree-l3"><a class="reference internal" 
href="/docs/union-set-operator/">UNION Set Operator</a></li>
+              
+                <li class="toctree-l3"><a class="reference internal" 
href="/docs/where-clause/">WHERE Clause</a></li>
+              
+                <li class="toctree-l3"><a class="reference internal" 
href="/docs/with-clause/">WITH Clause</a></li>
+              
+                <li class="toctree-l3"><a class="reference internal" 
href="/docs/show-databases-and-show-schemas/">SHOW DATABASES and SHOW 
SCHEMAS</a></li>
+              
+                <li class="toctree-l3"><a class="reference internal" 
href="/docs/show-files/">SHOW FILES</a></li>
+              
+                <li class="toctree-l3"><a class="reference internal" 
href="/docs/show-tables/">SHOW TABLES</a></li>
+              
+                <li class="toctree-l3"><a class="reference internal" 
href="/docs/use/">USE</a></li>
+              
+            </ul>
+            
+          
+            
+              <li class="toctree-l2"><a href="javascript: void(0);">SQL 
Conditional Expressions</a></li>
+              <ul style="display: none">
+              
+                <li class="toctree-l3"><a class="reference internal" 
href="/docs/case/">CASE</a></li>
+              
+            </ul>
+            
+          
+            
+              <li class="toctree-l2"><a class="reference internal" 
href="/docs/reserved-keywords/">Reserved Keywords</a></li>
+            
+          
+            
+              <li class="toctree-l2"><a class="reference internal" 
href="/docs/sql-extensions/">SQL Extensions</a></li>
+            
+          
+          </ul>
+        
+      
+        
+          <li class="toctree-l1"><a href="javascript: void(0);">Data Sources 
and File Formats</a></li>
+          <ul style="display: none">
+          
+            
+              <li class="toctree-l2"><a class="reference internal" 
href="/docs/data-sources-and-file-formats-introduction/">Data Sources and File 
Formats Introduction</a></li>
+            
+          
+            
+              <li class="toctree-l2"><a class="reference internal" 
href="/docs/hive-to-drill-data-type-mapping/">Hive-to-Drill Data Type 
Mapping</a></li>
+            
+          
+            
+              <li class="toctree-l2"><a class="reference internal" 
href="/docs/deploying-and-using-a-hive-udf/">Deploying and Using a Hive 
UDF</a></li>
+            
+          
+            
+              <li class="toctree-l2"><a class="reference internal" 
href="/docs/parquet-format/">Parquet Format</a></li>
+            
+          
+            
+              <li class="toctree-l2"><a class="reference internal" 
href="/docs/json-data-model/">JSON Data Model</a></li>
+            
+          
+            
+              <li class="toctree-l2"><a class="reference internal" 
href="/docs/text-files-csv-tsv-psv/">Text Files: CSV, TSV, PSV</a></li>
+            
+          
+            
+              <li class="toctree-l2"><a class="reference internal" 
href="/docs/sequence-files/">Sequence Files</a></li>
+            
+          
+          </ul>
+        
+      
+        
+          <li class="toctree-l1"><a href="javascript: void(0);">Develop Custom 
Functions</a></li>
+          <ul style="display: none">
+          
+            
+              <li class="toctree-l2"><a class="reference internal" 
href="/docs/develop-custom-functions-introduction/">Develop Custom Functions 
Introduction</a></li>
+            
+          
+            
+              <li class="toctree-l2"><a class="reference internal" 
href="/docs/developing-a-simple-function/">Developing a Simple Function</a></li>
+            
+          
+            
+              <li class="toctree-l2"><a class="reference internal" 
href="/docs/tutorial-develop-a-simple-function/">Tutorial: Develop a Simple 
Function</a></li>
+            
+          
+            
+              <li class="toctree-l2"><a class="reference internal" 
href="/docs/developing-an-aggregate-function/">Developing an Aggregate 
Function</a></li>
+            
+          
+            
+              <li class="toctree-l2"><a href="javascript: void(0);">Adding 
Custom Functions to Drill</a></li>
+              <ul style="display: none">
+              
+                <li class="toctree-l3"><a class="reference internal" 
href="/docs/adding-custom-functions-to-drill-introduction/">Adding Custom 
Functions to Drill Introduction</a></li>
+              
+                <li class="toctree-l3"><a class="reference internal" 
href="/docs/manually-adding-custom-functions-to-drill/">Manually Adding Custom 
Functions to Drill</a></li>
+              
+                <li class="toctree-l3"><a class="reference internal" 
href="/docs/creating-custom-authenticators/">Creating Custom 
Authenticators</a></li>
+              
+                <li class="toctree-l3"><a class="reference internal" 
href="/docs/dynamic-udfs/">Dynamic UDFs</a></li>
+              
+            </ul>
+            
+          
+            
+              <li class="toctree-l2"><a class="reference internal" 
href="/docs/using-custom-functions-in-queries/">Using Custom Functions in 
Queries</a></li>
+            
+          
+            
+              <li class="toctree-l2"><a class="reference internal" 
href="/docs/custom-function-interfaces/">Custom Function Interfaces</a></li>
+            
+          
+          </ul>
+        
+      
+        
+          <li class="toctree-l1"><a class="reference internal" 
href="/docs/troubleshooting/">Troubleshooting</a></li>
+        
+      
+        
+          <li class="toctree-l1"><a href="javascript: void(0);">Developer 
Information</a></li>
+          <ul style="display: none">
+          
+            
+              <li class="toctree-l2"><a class="reference internal" 
href="/docs/rest-api/">REST API</a></li>
+            
+          
+            
+              <li class="toctree-l2"><a href="javascript: void(0);">Develop 
Drill</a></li>
+              <ul style="display: none">
+              
+                <li class="toctree-l3"><a class="reference internal" 
href="/docs/compiling-drill-from-source/">Compiling Drill from Source</a></li>
+              
+            </ul>
+            
+          
+            
+              <li class="toctree-l2"><a href="javascript: void(0);">Contribute 
to Drill</a></li>
+              <ul style="display: none">
+              
+                <li class="toctree-l3"><a class="reference internal" 
href="/docs/apache-drill-contribution-guidelines/">Apache Drill Contribution 
Guidelines</a></li>
+              
+                <li class="toctree-l3"><a class="reference internal" 
href="/docs/apache-drill-contribution-ideas/">Apache Drill Contribution 
Ideas</a></li>
+              
+            </ul>
+            
+          
+            
+              <li class="toctree-l2"><a href="javascript: void(0);">Design 
Docs</a></li>
+              <ul style="display: none">
+              
+                <li class="toctree-l3"><a class="reference internal" 
href="/docs/drill-plan-syntax/">Drill Plan Syntax</a></li>
+              
+                <li class="toctree-l3"><a class="reference internal" 
href="/docs/rpc-overview/">RPC Overview</a></li>
+              
+                <li class="toctree-l3"><a class="reference internal" 
href="/docs/query-stages/">Query Stages</a></li>
+              
+                <li class="toctree-l3"><a class="reference internal" 
href="/docs/useful-research/">Useful Research</a></li>
+              
+                <li class="toctree-l3"><a class="reference internal" 
href="/docs/value-vectors/">Value Vectors</a></li>
+              
+            </ul>
+            
+          
+          </ul>
+        
+      
+        
+          <li class="toctree-l1"><a href="javascript: void(0);">Release 
Notes</a></li>
+          <ul style="display: none">
+          
+            
+              <li class="toctree-l2"><a class="reference internal" 
href="/docs/apache-drill-1-11-0-release-notes/">Apache Drill 1.11.0 Release 
Notes</a></li>
+            
+          
+            
+              <li class="toctree-l2"><a class="reference internal" 
href="/docs/apache-drill-1-10-0-release-notes/">Apache Drill 1.10.0 Release 
Notes</a></li>
+            
+          
+            
+              <li class="toctree-l2"><a class="reference internal" 
href="/docs/apache-drill-1-9-0-release-notes/">Apache Drill 1.9.0 Release 
Notes</a></li>
+            
+          
+            
+              <li class="toctree-l2"><a class="reference internal" 
href="/docs/apache-drill-1-8-0-release-notes/">Apache Drill 1.8.0 Release 
Notes</a></li>
+            
+          
+            
+              <li class="toctree-l2"><a class="reference internal" 
href="/docs/apache-drill-1-7-0-release-notes/">Apache Drill 1.7.0 Release 
Notes</a></li>
+            
+          
+            
+              <li class="toctree-l2"><a class="reference internal" 
href="/docs/apache-drill-1-6-0-release-notes/">Apache Drill 1.6.0 Release 
Notes</a></li>
+            
+          
+            
+              <li class="toctree-l2"><a class="reference internal" 
href="/docs/apache-drill-1-5-0-release-notes/">Apache Drill 1.5.0 Release 
Notes</a></li>
+            
+          
+            
+              <li class="toctree-l2"><a class="reference internal" 
href="/docs/apache-drill-1-4-0-release-notes/">Apache Drill 1.4.0 Release 
Notes</a></li>
+            
+          
+            
+              <li class="toctree-l2"><a class="reference internal" 
href="/docs/apache-drill-1-3-0-release-notes/">Apache Drill 1.3.0 Release 
Notes</a></li>
+            
+          
+            
+              <li class="toctree-l2"><a class="reference internal" 
href="/docs/apache-drill-1-2-0-release-notes/">Apache Drill 1.2.0 Release 
Notes</a></li>
+            
+          
+            
+              <li class="toctree-l2"><a class="reference internal" 
href="/docs/apache-drill-1-1-0-release-notes/">Apache Drill 1.1.0 Release 
Notes</a></li>
+            
+          
+            
+              <li class="toctree-l2"><a class="reference internal" 
href="/docs/apache-drill-1-0-0-release-notes/">Apache Drill 1.0.0 Release 
Notes</a></li>
+            
+          
+            
+              <li class="toctree-l2"><a class="reference internal" 
href="/docs/apache-drill-0-9-0-release-notes/">Apache Drill 0.9.0 Release 
Notes</a></li>
+            
+          
+            
+              <li class="toctree-l2"><a class="reference internal" 
href="/docs/apache-drill-0-8-0-release-notes/">Apache Drill 0.8.0 Release 
Notes</a></li>
+            
+          
+            
+              <li class="toctree-l2"><a class="reference internal" 
href="/docs/apache-drill-0-7-0-release-notes/">Apache Drill 0.7.0 Release 
Notes</a></li>
+            
+          
+            
+              <li class="toctree-l2"><a class="reference internal" 
href="/docs/apache-drill-0-6-0-release-notes/">Apache Drill 0.6.0 Release 
Notes</a></li>
+            
+          
+            
+              <li class="toctree-l2"><a class="reference internal" 
href="/docs/apache-drill-0-5-0-release-notes/">Apache Drill 0.5.0 Release 
Notes</a></li>
+            
+          
+            
+              <li class="toctree-l2"><a class="reference internal" 
href="/docs/apache-drill-0-4-0-release-notes/">Apache Drill 0.4.0 Release 
Notes</a></li>
+            
+          
+            
+              <li class="toctree-l2"><a class="reference internal" 
href="/docs/apache-drill-m1-release-notes-apache-drill-alpha/">Apache Drill M1 
Release Notes (Apache Drill Alpha)</a></li>
+            
+          
+            
+              <li class="toctree-l2"><a class="reference internal" 
href="/docs/apache-drill-m1-release-notes-apache-drill-alpha/">Apache Drill M1 
Release Notes (Apache Drill Alpha)</a></li>
+            
+          
+          </ul>
+        
+      
+        
+          <li class="toctree-l1"><a href="javascript: void(0);">Sample 
Datasets</a></li>
+          <ul style="display: none">
+          
+            
+              <li class="toctree-l2"><a class="reference internal" 
href="/docs/aol-search/">AOL Search</a></li>
+            
+          
+            
+              <li class="toctree-l2"><a class="reference internal" 
href="/docs/enron-emails/">Enron Emails</a></li>
+            
+          
+            
+              <li class="toctree-l2"><a class="reference internal" 
href="/docs/wikipedia-edit-history/">Wikipedia Edit History</a></li>
+            
+          
+          </ul>
+        
+      
+        
+          <li class="toctree-l1"><a class="reference internal" 
href="/docs/project-bylaws/">Project Bylaws</a></li>
+        
+      
+      </ul>
+
+    </div>
+  </div>
+</aside>
+
+
+<nav class="breadcrumbs">
+  <li><a href="/docs/">Docs</a></li>
+ 
+  
+    <li><a href="/docs/performance-tuning/">Performance Tuning</a></li>
+  
+    <li><a href="/docs/query-plans-and-tuning/">Query Plans and Tuning</a></li>
+  
+  <li>Throttling</li>
+</nav>
+
+<div class="main-content-wrapper">
+  <div class="main-content">
+
+    
+      <a class="edit-link" 
href="https://github.com/apache/drill/blob/gh-pages/_docs/performance-tuning/query-plans-and-tuning/065-throttling.md";
 target="_blank"><i class="fa fa-pencil-square-o"></i></a>
+    
+
+    <div class="int_title left">
+      <h1>Throttling</h1>
+
+    </div>
+
+     Nov 21, 2016
+
+    <link href="/css/docpage.css" rel="stylesheet" type="text/css">
+
+    <div class="int_text" align="left">
+      
+        <p>Drill 1.12 introduces throttling. Throttling limits the number of 
concurrent queries that run to prevent queries from failing with out-of-memory 
errors. When you enable throttling, you configure the number of concurrent 
queries that can run and the resource requirements for each query. Drill 
calculates the amount of memory to assign per query per node.</p>
+
+<p>If throttling is disabled, you most likely need to increase the amount of 
memory assigned to the planner.memory.max_query_memory_per_node option based on 
the amount of direct memory that Drill will allocate to the Sort and Hash 
Aggregate operators during each query on a node. Drill must decide how much 
memory to assign to each of these operators, without knowing how many 
concurrent queries might run. If Drill does not give enough memory to the Sort 
and Hash Aggregate operators, queries fail. Using the throttling feature 
prevents this from happening.</p>
+
+<h2 id="configuring-throttling">Configuring Throttling</h2>
+
+<p>You can enable and configure query queuing using system options that you 
set in the Drill Web Console or through SQL statements. The examples in this 
document use SQL statements. </p>
+
+<p><strong>Note:</strong> The memory for the small and large query queues is 
calculated as:  </p>
+<div class="highlight"><pre><code class="language-text" data-lang="text">   
Memory unit = small_queue + (large queue * memory_ratio)
+   Total memory available = total_direct_mem * (1 - memory_reserve_ratio)
+   SQueue memory allocation = total_mem_available/memory_unit
+   LQueue memory allocation = SQueue_memory_allocation * memory_ratio  
+</code></pre></div>
+<h3 id="enable-throttling">Enable Throttling</h3>
+
+<p>You can turn throttling on and off using the exec.queue.enable option, as 
shown:</p>
+<div class="highlight"><pre><code class="language-text" data-lang="text">   
ALTER SYSTEM SET `exec.queue.enable` = true
+</code></pre></div>
+<p>The main page of the Drill Web Console shows the current queue 
configuration when throttling is enabled.  </p>
+
+<p><img src="https://i.imgur.com/qfzE2pR.png"; alt="">  </p>
+
+<h3 id="configuring-queue-sizes">Configuring Queue Sizes</h3>
+
+<p>Determine how many queries run well concurrently on the system. Set the 
queue limits to the number of queries that can run concurrently. Be 
conservative when setting the numbers; start small and work upward. The larger 
the number, the smaller the amount of memory given to each query, which can 
force spilling and eventually cause out-of-memory errors. </p>
+
+<p>You can set the queue sizes using the exec.queue.large and exec.queue.small 
options, as shown:</p>
+<div class="highlight"><pre><code class="language-text" data-lang="text">   
ALTER SYSTEM SET `exec.queue.large` = 4
+   ALTER SYSTEM SET `exec.queue.small` = 10
+</code></pre></div>
+<p><strong>Note:</strong> Values used here are examples. Evaluate your queries 
to determine the best queue sizes for your query load.  </p>
+
+<h3 id="configuring-queue-timeout">Configuring Queue Timeout</h3>
+
+<p>Queue timeout defines the amount of time a query waits to run. The default 
setting is five minutes, set in milliseconds. You can set the query timeout 
using the exec.queue.timeout_millis option, as shown:</p>
+<div class="highlight"><pre><code class="language-text" data-lang="text">   
ALTER SYSTEM SET `exec.queue.timeout_millis` = 180000
+</code></pre></div>
+<p><strong>Note:</strong> Calculate the number of milliseconds:</p>
+<div class="highlight"><pre><code class="language-text" data-lang="text">   Ms 
= 3 mins. * 60 seconds/minute * 1000 ms/sec = 180,000
+</code></pre></div>
+<p>Once a queue has the maximum number of queries running, subsequent queries 
enter the queue and wait for a free slot. For example, if the small queue size 
is set to ten, ten small queries can run. The eleventh query waits until one of 
the first ten queries completes.  </p>
+
+<h3 id="configuring-the-queue-threshold">Configuring the Queue Threshold</h3>
+
+<p>The queue threshold tells Drill how to sort queries into the small and 
large queues. You can set the queue threshold through the exec.queue.threshold 
option, as shown:</p>
+<div class="highlight"><pre><code class="language-text" data-lang="text">   
ALTER SYSTEM SET `exec.queue.threshold` = 123,000,000
+</code></pre></div>
+<p>The value that you set represents the total query cost, as computed by the 
planner. The value does not directly map to physical numbers, however it is 
derived from row count, CPU, network cost, and so on. </p>
+
+<p>Before you set the value, experiment by running queries that you consider 
small and large, then look at the total cost per query in the Drill Web 
Console, and pick a number in between when setting the threshold option.  </p>
+
+<p><img src="https://i.imgur.com/5kpdkCy.png"; alt="">  </p>
+
+<h3 id="configuring-the-memory-ratio">Configuring the Memory Ratio</h3>
+
+<p>By default, Drill assumes that large queries use 10x the memory of small 
queries. You can change the memory ration using the exec.queue.memory_ratio 
option, as shown:</p>
+<div class="highlight"><pre><code class="language-text" data-lang="text">   
ALTER SYSTEM SET `exec.queue.memory_ratio` = 8
+</code></pre></div>
+<p>The default setting is 10, however if by experimentation you find that 
another number would be better, change the ratio to meet the needs of your 
queries.  </p>
+
+<h3 id="configuring-the-memory-reserve-ratio">Configuring the Memory Reserve 
Ratio</h3>
+
+<p>Only the Sort and Hash Aggregate operators observer a memory limit and <a 
href="/docs/sort-based-and-hash-based-memory-constrained-operators/#spill-to-disk">spill
 to disk</a>. Other operators are not managed and the amount of memory needed 
for these other operators varies based on your specific queries. To account for 
these operators, you can set a memory reserve. 
+The default reserve is 20% (0.2), but join-heavy workloads may need a larger 
value such as 50% or more.</p>
+
+<p>You can change the memory reserve ration using the 
exec.queue.memory_reserve_ratio option, as shown:</p>
+<div class="highlight"><pre><code class="language-text" data-lang="text">   
ALTER SYSTEM SET `exec.queue.memory_reserve_ratio` = 0.5  
+</code></pre></div>
+<h2 id="tuning">Tuning</h2>
+
+<p>To use query profiles to determine the proper parameters: </p>
+
+<ul>
+<li>Set the query sizes conservatively to ensure queries succeed.<br></li>
+<li>Experiment to adjust the size threshold by observing actual costs for 
typical queries.<br></li>
+<li>Tweak the memory settings if problems occur such as out-of-memory due to 
joins and so on.</li>
+</ul>
+
+    
+      
+        <div class="doc-nav">
+  
+  <span class="previous-toc"><a href="/docs/enabling-query-queuing/">← 
Enabling Query Queuing</a></span><span class="next-toc"><a 
href="/docs/controlling-parallelization-to-balance-performance-with-multi-tenancy/">Controlling
 Parallelization to Balance Performance with Multi-Tenancy →</a></span>
+</div>
+
+    
+    </div>
+  </div>
+</div>
+
+  </div>
+  <p class="push"></p>
+<div id="footer" class="mw">
+<div class="wrapper">
+Copyright © 2012-2014 The Apache Software Foundation, licensed under the 
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+Apache and the Apache feather logo are trademarks of The Apache Software 
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+
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href="/docs/enabling-query-queuing/">Enabling Query Queuing</a></li>
               
+                <li class="toctree-l3"><a class="reference internal" 
href="/docs/throttling/">Throttling</a></li>
+              
                 <li class="toctree-l3"><a class="reference internal" 
href="/docs/controlling-parallelization-to-balance-performance-with-multi-tenancy/">Controlling
 Parallelization to Balance Performance with Multi-Tenancy</a></li>
               
             </ul>

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                 <li class="toctree-l3"><a class="reference internal" 
href="/docs/enabling-query-queuing/">Enabling Query Queuing</a></li>
               
+                <li class="toctree-l3"><a class="reference internal" 
href="/docs/throttling/">Throttling</a></li>
+              
                 <li class="toctree-l3"><a class="reference internal" 
href="/docs/controlling-parallelization-to-balance-performance-with-multi-tenancy/">Controlling
 Parallelization to Balance Performance with Multi-Tenancy</a></li>
               
             </ul>

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                 <li class="toctree-l3"><a class="reference internal" 
href="/docs/enabling-query-queuing/">Enabling Query Queuing</a></li>
               
+                <li class="toctree-l3"><a class="reference internal" 
href="/docs/throttling/">Throttling</a></li>
+              
                 <li class="toctree-l3"><a class="reference internal" 
href="/docs/controlling-parallelization-to-balance-performance-with-multi-tenancy/">Controlling
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                 <li class="toctree-l3"><a class="reference internal" 
href="/docs/enabling-query-queuing/">Enabling Query Queuing</a></li>
               
+                <li class="toctree-l3"><a class="reference internal" 
href="/docs/throttling/">Throttling</a></li>
+              
                 <li class="toctree-l3"><a class="reference internal" 
href="/docs/controlling-parallelization-to-balance-performance-with-multi-tenancy/">Controlling
 Parallelization to Balance Performance with Multi-Tenancy</a></li>
               
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                 <li class="toctree-l3"><a class="reference internal" 
href="/docs/enabling-query-queuing/">Enabling Query Queuing</a></li>
               
+                <li class="toctree-l3"><a class="reference internal" 
href="/docs/throttling/">Throttling</a></li>
+              
                 <li class="toctree-l3"><a class="reference internal" 
href="/docs/controlling-parallelization-to-balance-performance-with-multi-tenancy/">Controlling
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http://git-wip-us.apache.org/repos/asf/drill-site/blob/05290e11/docs/use/index.html
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                 <li class="toctree-l3"><a class="reference internal" 
href="/docs/enabling-query-queuing/">Enabling Query Queuing</a></li>
               
+                <li class="toctree-l3"><a class="reference internal" 
href="/docs/throttling/">Throttling</a></li>
+              
                 <li class="toctree-l3"><a class="reference internal" 
href="/docs/controlling-parallelization-to-balance-performance-with-multi-tenancy/">Controlling
 Parallelization to Balance Performance with Multi-Tenancy</a></li>
               
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http://git-wip-us.apache.org/repos/asf/drill-site/blob/05290e11/docs/useful-research/index.html
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                 <li class="toctree-l3"><a class="reference internal" 
href="/docs/enabling-query-queuing/">Enabling Query Queuing</a></li>
               
+                <li class="toctree-l3"><a class="reference internal" 
href="/docs/throttling/">Throttling</a></li>
+              
                 <li class="toctree-l3"><a class="reference internal" 
href="/docs/controlling-parallelization-to-balance-performance-with-multi-tenancy/">Controlling
 Parallelization to Balance Performance with Multi-Tenancy</a></li>
               
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http://git-wip-us.apache.org/repos/asf/drill-site/blob/05290e11/docs/using-apache-drill-with-tableau-10-2/index.html
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@@ -621,6 +621,8 @@
               
                 <li class="toctree-l3"><a class="reference internal" 
href="/docs/enabling-query-queuing/">Enabling Query Queuing</a></li>
               
+                <li class="toctree-l3"><a class="reference internal" 
href="/docs/throttling/">Throttling</a></li>
+              
                 <li class="toctree-l3"><a class="reference internal" 
href="/docs/controlling-parallelization-to-balance-performance-with-multi-tenancy/">Controlling
 Parallelization to Balance Performance with Multi-Tenancy</a></li>
               
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@@ -621,6 +621,8 @@
               
                 <li class="toctree-l3"><a class="reference internal" 
href="/docs/enabling-query-queuing/">Enabling Query Queuing</a></li>
               
+                <li class="toctree-l3"><a class="reference internal" 
href="/docs/throttling/">Throttling</a></li>
+              
                 <li class="toctree-l3"><a class="reference internal" 
href="/docs/controlling-parallelization-to-balance-performance-with-multi-tenancy/">Controlling
 Parallelization to Balance Performance with Multi-Tenancy</a></li>
               
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@@ -621,6 +621,8 @@
               
                 <li class="toctree-l3"><a class="reference internal" 
href="/docs/enabling-query-queuing/">Enabling Query Queuing</a></li>
               
+                <li class="toctree-l3"><a class="reference internal" 
href="/docs/throttling/">Throttling</a></li>
+              
                 <li class="toctree-l3"><a class="reference internal" 
href="/docs/controlling-parallelization-to-balance-performance-with-multi-tenancy/">Controlling
 Parallelization to Balance Performance with Multi-Tenancy</a></li>
               
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@@ -621,6 +621,8 @@
               
                 <li class="toctree-l3"><a class="reference internal" 
href="/docs/enabling-query-queuing/">Enabling Query Queuing</a></li>
               
+                <li class="toctree-l3"><a class="reference internal" 
href="/docs/throttling/">Throttling</a></li>
+              
                 <li class="toctree-l3"><a class="reference internal" 
href="/docs/controlling-parallelization-to-balance-performance-with-multi-tenancy/">Controlling
 Parallelization to Balance Performance with Multi-Tenancy</a></li>
               
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@@ -621,6 +621,8 @@
               
                 <li class="toctree-l3"><a class="reference internal" 
href="/docs/enabling-query-queuing/">Enabling Query Queuing</a></li>
               
+                <li class="toctree-l3"><a class="reference internal" 
href="/docs/throttling/">Throttling</a></li>
+              
                 <li class="toctree-l3"><a class="reference internal" 
href="/docs/controlling-parallelization-to-balance-performance-with-multi-tenancy/">Controlling
 Parallelization to Balance Performance with Multi-Tenancy</a></li>
               
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@@ -621,6 +621,8 @@
               
                 <li class="toctree-l3"><a class="reference internal" 
href="/docs/enabling-query-queuing/">Enabling Query Queuing</a></li>
               
+                <li class="toctree-l3"><a class="reference internal" 
href="/docs/throttling/">Throttling</a></li>
+              
                 <li class="toctree-l3"><a class="reference internal" 
href="/docs/controlling-parallelization-to-balance-performance-with-multi-tenancy/">Controlling
 Parallelization to Balance Performance with Multi-Tenancy</a></li>
               
             </ul>

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@@ -621,6 +621,8 @@
               
                 <li class="toctree-l3"><a class="reference internal" 
href="/docs/enabling-query-queuing/">Enabling Query Queuing</a></li>
               
+                <li class="toctree-l3"><a class="reference internal" 
href="/docs/throttling/">Throttling</a></li>
+              
                 <li class="toctree-l3"><a class="reference internal" 
href="/docs/controlling-parallelization-to-balance-performance-with-multi-tenancy/">Controlling
 Parallelization to Balance Performance with Multi-Tenancy</a></li>
               
             </ul>

http://git-wip-us.apache.org/repos/asf/drill-site/blob/05290e11/docs/using-information-builders-webfocus-with-apache-drill/index.html
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@@ -621,6 +621,8 @@
               
                 <li class="toctree-l3"><a class="reference internal" 
href="/docs/enabling-query-queuing/">Enabling Query Queuing</a></li>
               
+                <li class="toctree-l3"><a class="reference internal" 
href="/docs/throttling/">Throttling</a></li>
+              
                 <li class="toctree-l3"><a class="reference internal" 
href="/docs/controlling-parallelization-to-balance-performance-with-multi-tenancy/">Controlling
 Parallelization to Balance Performance with Multi-Tenancy</a></li>
               
             </ul>

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@@ -621,6 +621,8 @@
               
                 <li class="toctree-l3"><a class="reference internal" 
href="/docs/enabling-query-queuing/">Enabling Query Queuing</a></li>
               
+                <li class="toctree-l3"><a class="reference internal" 
href="/docs/throttling/">Throttling</a></li>
+              
                 <li class="toctree-l3"><a class="reference internal" 
href="/docs/controlling-parallelization-to-balance-performance-with-multi-tenancy/">Controlling
 Parallelization to Balance Performance with Multi-Tenancy</a></li>
               
             </ul>

http://git-wip-us.apache.org/repos/asf/drill-site/blob/05290e11/docs/using-microstrategy-analytics-with-apache-drill/index.html
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@@ -621,6 +621,8 @@
               
                 <li class="toctree-l3"><a class="reference internal" 
href="/docs/enabling-query-queuing/">Enabling Query Queuing</a></li>
               
+                <li class="toctree-l3"><a class="reference internal" 
href="/docs/throttling/">Throttling</a></li>
+              
                 <li class="toctree-l3"><a class="reference internal" 
href="/docs/controlling-parallelization-to-balance-performance-with-multi-tenancy/">Controlling
 Parallelization to Balance Performance with Multi-Tenancy</a></li>
               
             </ul>

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