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>.NET Thin Client</a>
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<li><a href="/docs/latest//binary-client-protocol/key-value-queries" class=''>Key-Value Queries</a></li>
<li><a href="/docs/latest//binary-client-protocol/sql-and-scan-queries" class=''>SQL and Scan Queries</a></li>
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<a href="/docs/latest/SQL/ODBC/odbc-driver"
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<a href="/docs/latest/SQL/ODBC/connection-string-dsn"
class=''
>Connection String and DSN</a>
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<a href="/docs/latest/SQL/ODBC/querying-modifying-data"
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>Querying and Modifying Data</a>
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<a href="/docs/latest/SQL/ODBC/specification"
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>Specification</a>
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<a href="/docs/latest/SQL/ODBC/data-types"
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<a href="/docs/latest/restapi" class='' >REST API</a>
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<a href="/docs/latest/control-script" class='' >Control Script</a>
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<a href="/docs/latest/plugins" class='' >Plugins</a>
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<a href="/docs/latest/sqlline" class='' >SQLLine</a>
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>IgniteContext and IgniteRDD</a>
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>Test Ignite with Spark-shell</a>
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>Data Definition Language (DDL)</a>
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<a href="/docs/latest/sql-reference/dml"
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>Data Manipulation Language (DML)</a>
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>System Functions</a>
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<article data-swiftype-index='true'>
<h1>Apache Ignite Documentation</h1>
<div class="toc">
<h2>
<a href="/docs/latest/preface" class=''>Preface</a> </h2>
<h2>
<a href="/docs/latest" class=''>Quick Start Guides</a> </h2>
<ul>
<li>
<a href="/docs/latest//quick-start/java" >Java</a>
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<a href="/docs/latest//quick-start/dotnet" >.NET/C#</a>
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<a href="/docs/latest//quick-start/cpp" >C++</a>
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<a href="/docs/latest//quick-start/python" >Python</a>
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<a href="/docs/latest//quick-start/nodejs" >Node.JS</a>
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<a href="/docs/latest//quick-start/sql" >SQL</a>
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<a href="/docs/latest//quick-start/php" >PHP</a>
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<a href="/docs/latest//quick-start/restapi" >REST API</a>
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<h2>
<a href="/docs/latest/installation" class=''>Installation</a> </h2>
<ul>
<li>
<a href="/docs/latest//installation/installing-using-zip" >Installing Using ZIP Archive</a>
</li>
<li>
<a href="/docs/latest//installation/installing-using-docker" >Installing Using Docker</a>
</li>
<li>
<a href="/docs/latest//installation/deb-rpm" >Installing DEB or RPM package</a>
</li>
<li>
<a >Kubernetes</a>
<ul class='sub_pages'>
<li><a href="/docs/latest//installation/kubernetes/amazon-eks-deployment" class=''>Amazon EKS</a></li>
<li><a href="/docs/latest//installation/kubernetes/azure-deployment" class=''>Azure Kubernetes Service</a></li>
<li><a href="/docs/latest//installation/kubernetes/gke-deployment" class=''>Google Kubernetes Engine</a></li>
</ul>
</li>
</ul>
<h2>
<a href="/docs/latest" class=''>Setting Up</a> </h2>
<ul>
<li>
<a href="/docs/latest//setup" >Setting Up Ignite for Java</a>
</li>
<li>
<a href="/docs/latest//setup-dotnet" >Setting Up Ignite for .NET/C#</a>
</li>
</ul>
<h2>
<a href="/docs/latest/understanding-configuration" class=''>Understanding Configuration</a> </h2>
<h2>
<a href="/docs/latest/logging" class=''>Configuring Logging</a> </h2>
<h2>
<a href="/docs/latest/starting-nodes" class=''>Starting and Stopping Nodes</a> </h2>
<h2>
<a href="/docs/latest" class=''>Clustering</a> </h2>
<ul>
<li>
<a href="/docs/latest//clustering/clustering" >Overview</a>
</li>
<li>
<a href="/docs/latest//clustering/tcp-ip-discovery" >TCP/IP Discovery</a>
</li>
<li>
<a href="/docs/latest//clustering/zookeeper-discovery" >ZooKeeper Discovery</a>
</li>
<li>
<a href="/docs/latest//clustering/discovery-in-the-cloud" >Discovery in the Cloud</a>
</li>
<li>
<a href="/docs/latest//clustering/network-configuration" >Network Configuration</a>
</li>
<li>
<a href="/docs/latest//clustering/connect-client-nodes" >Connecting Client Nodes</a>
</li>
<li>
<a href="/docs/latest//clustering/running-client-nodes-behind-nat" >Running Client Nodes Behind NAT</a>
</li>
</ul>
<h2>
<a href="/docs/latest" class=''>Data Modeling</a> </h2>
<ul>
<li>
<a href="/docs/latest//data-modeling/data-modeling" >Introduction</a>
</li>
<li>
<a href="/docs/latest//data-modeling/data-partitioning" >Data Partitioning</a>
</li>
<li>
<a href="/docs/latest//data-modeling/affinity-collocation" >Affinity Colocation</a>
</li>
</ul>
<h2>
<a href="/docs/latest" class=''>Configuring Memory</a> </h2>
<ul>
<li>
<a href="/docs/latest//memory-architecture" >Memory Architecture</a>
</li>
<li>
<a href="/docs/latest//memory-configuration/data-regions" >Configuring Data Regions</a>
</li>
<li>
<a href="/docs/latest//memory-configuration/eviction-policies" >Eviction Policies</a>
</li>
</ul>
<h2>
<a href="/docs/latest" class=''>Configuring Caches</a> </h2>
<ul>
<li>
<a href="/docs/latest//configuring-caches/configuration-overview" >Cache Configuration</a>
</li>
<li>
<a href="/docs/latest//configuring-caches/configuring-backups" >Configuring Partition Backups</a>
</li>
<li>
<a href="/docs/latest//configuring-caches/atomicity-modes" >Atomicity Modes</a>
</li>
<li>
<a href="/docs/latest//configuring-caches/expiry-policies" >Expiry Policy</a>
</li>
<li>
<a href="/docs/latest//configuring-caches/on-heap-caching" >On-Heap Caching</a>
</li>
<li>
<a href="/docs/latest//configuring-caches/cache-groups" >Cache Groups</a>
</li>
</ul>
<h2>
<a href="/docs/latest" class=''>Persistence</a> </h2>
<ul>
<li>
<a href="/docs/latest//persistence/native-persistence" >Ignite Persistence</a>
</li>
<li>
<a href="/docs/latest//persistence/external-storage" >External Storage</a>
</li>
<li>
<a href="/docs/latest//persistence/swap" >Swapping</a>
</li>
<li>
<a href="/docs/latest//persistence/custom-cache-store" >Implementing Custom Cache Store</a>
</li>
<li>
<a href="/docs/latest//persistence/snapshots" >Cluster Snapshots</a>
</li>
<li>
<a href="/docs/latest//persistence/disk-compression" >Disk Compression</a>
</li>
<li>
<a href="/docs/latest//persistence/persistence-tuning" >Tuning Persistence</a>
</li>
</ul>
<h2>
<a href="/docs/latest/baseline-topology" class=''>Baseline Topology</a> </h2>
<h2>
<a href="/docs/latest/cluster-states" class=''>Cluster States</a> </h2>
<h2>
<a href="/docs/latest/data-rebalancing" class=''>Data Rebalancing</a> </h2>
<h2>
<a href="/docs/latest/partition-loss-policy" class=''>Partition Loss Policy</a> </h2>
<h2>
<a href="/docs/latest/deploying-user-code" class=''>Deploying User Code</a> </h2>
<h2>
<a href="/docs/latest/peer-class-loading" class=''>Peer Class Loading</a> </h2>
<h2>
<a href="/docs/latest/data-streaming" class=''>Data Streaming</a> </h2>
<h2>
<a href="/docs/latest" class=''>Using Key-Value Cache API</a> </h2>
<ul>
<li>
<a href="/docs/latest//key-value-api/basic-cache-operations" >Basic Cache Operations</a>
</li>
<li>
<a href="/docs/latest//key-value-api/binary-objects" >Working with Binary Objects</a>
</li>
<li>
<a href="/docs/latest//key-value-api/using-scan-queries" >Using Scan Queries</a>
</li>
<li>
<a href="/docs/latest//read-repair" >Read Repair</a>
</li>
</ul>
<h2>
<a href="/docs/latest/key-value-api/continuous-queries" class=''>Using Continuous Queries</a> </h2>
<h2>
<a href="/docs/latest/key-value-api/transactions" class=''>Performing Transactions</a> </h2>
<h2>
<a href="/docs/latest" class=''>Working with SQL</a> </h2>
<ul>
<li>
<a href="/docs/latest//SQL/sql-introduction" >Introduction</a>
</li>
<li>
<a href="/docs/latest//SQL/schemas" >Understanding Schemas</a>
</li>
<li>
<a href="/docs/latest//SQL/indexes" >Defining Indexes</a>
</li>
<li>
<a href="/docs/latest//SQL/sql-api" >Using SQL API</a>
</li>
<li>
<a href="/docs/latest//SQL/distributed-joins" >Distributed Joins</a>
</li>
<li>
<a href="/docs/latest//SQL/sql-transactions" >SQL Transactions</a>
</li>
<li>
<a href="/docs/latest//SQL/custom-sql-func" >Custom SQL Functions</a>
</li>
<li>
<a href="/docs/latest//SQL/JDBC/jdbc-driver" >JDBC Driver</a>
</li>
<li>
<a href="/docs/latest//SQL/JDBC/jdbc-client-driver" >JDBC Client Driver</a>
</li>
<li>
<a href="/docs/latest//transactions/mvcc" >Multiversion Concurrency Control</a>
</li>
</ul>
<h2>
<a href="/docs/latest" class=''>Distributed Computing</a> </h2>
<ul>
<li>
<a href="/docs/latest//distributed-computing/distributed-computing" >Distributed Computing API</a>
</li>
<li>
<a href="/docs/latest//distributed-computing/cluster-groups" >Cluster Groups</a>
</li>
<li>
<a href="/docs/latest//distributed-computing/executor-service" >Executor Service</a>
</li>
<li>
<a href="/docs/latest//distributed-computing/map-reduce" >MapReduce API</a>
</li>
<li>
<a href="/docs/latest//distributed-computing/load-balancing" >Load Balancing</a>
</li>
<li>
<a href="/docs/latest//distributed-computing/fault-tolerance" >Fault Tolerance</a>
</li>
<li>
<a href="/docs/latest//distributed-computing/job-scheduling" >Job Scheduling</a>
</li>
</ul>
<h2>
<a href="/docs/latest/collocated-computations" class=''>Colocating Computations with Data</a> </h2>
<h2>
<a href="/docs/latest" class=''>Working with Events</a> </h2>
<ul>
<li>
<a href="/docs/latest//events/listening-to-events" >Enabling and Listenting to Events</a>
</li>
<li>
<a href="/docs/latest//events/events" >Events</a>
</li>
</ul>
<h2>
<a href="/docs/latest/near-cache" class=''>Near Caches</a> </h2>
<h2>
<a href="/docs/latest/platform-cache" class=''>.NET Platform Cache</a> </h2>
<h2>
<a href="/docs/latest/services/services" class=''>Services</a> </h2>
<h2>
<a href="/docs/latest" class=''>Distributed Data Structures</a> </h2>
<ul>
<li>
<a href="/docs/latest//data-structures/queue-and-set" >Queue and Set</a>
</li>
<li>
<a href="/docs/latest//data-structures/atomic-types" >Atomic Types</a>
</li>
<li>
<a href="/docs/latest//data-structures/countdownlatch" >CountDownLatch</a>
</li>
<li>
<a href="/docs/latest//data-structures/atomic-sequence" >Atomic Sequence</a>
</li>
<li>
<a href="/docs/latest//data-structures/semaphore" >Semaphore</a>
</li>
</ul>
<h2>
<a href="/docs/latest" class=''>Machine Learning</a> </h2>
<ul>
<li>
<a href="/docs/latest//machine-learning/machine-learning" >Machine Learning</a>
</li>
<li>
<a href="/docs/latest//machine-learning/partition-based-dataset" >Partition Based Dataset</a>
</li>
<li>
<a href="/docs/latest//machine-learning/updating-trained-models" >Updating Trained Models</a>
</li>
<li>
<a >Binary Classification</a>
<ul class='sub_pages'>
<li><a href="/docs/latest//machine-learning/binary-classification/introduction" class=''>Introduction</a></li>
<li><a href="/docs/latest//machine-learning/binary-classification/linear-svm" class=''>Linear SVM (Support Vector Machine)</a></li>
<li><a href="/docs/latest//machine-learning/binary-classification/decision-trees" class=''>Decision Trees</a></li>
<li><a href="/docs/latest//machine-learning/binary-classification/multilayer-perceptron" class=''>Multilayer Perceptron</a></li>
<li><a href="/docs/latest//machine-learning/binary-classification/logistic-regression" class=''>Logistic Regression</a></li>
<li><a href="/docs/latest//machine-learning/binary-classification/knn-classification" class=''>k-NN Classification</a></li>
<li><a href="/docs/latest//machine-learning/binary-classification/ann" class=''>ANN (Approximate Nearest Neighbor)</a></li>
<li><a href="/docs/latest//machine-learning/binary-classification/naive-bayes" class=''>Naive Bayes</a></li>
</ul>
</li>
<li>
<a >Regression</a>
<ul class='sub_pages'>
<li><a href="/docs/latest//machine-learning/regression/introduction" class=''>Introduction</a></li>
<li><a href="/docs/latest//machine-learning/regression/linear-regression" class=''>Linear Regression</a></li>
<li><a href="/docs/latest//machine-learning/regression/decision-trees-regression" class=''>Decision Trees Regression</a></li>
<li><a href="/docs/latest//machine-learning/regression/knn-regression" class=''>k-NN Regression</a></li>
</ul>
</li>
<li>
<a >Clustering</a>
<ul class='sub_pages'>
<li><a href="/docs/latest//machine-learning/clustering/introduction" class=''>Introduction</a></li>
<li><a href="/docs/latest//machine-learning/clustering/k-means-clustering" class=''>K-Means Clustering</a></li>
<li><a href="/docs/latest//machine-learning/clustering/gaussian-mixture" class=''>Gaussian mixture (GMM)</a></li>
</ul>
</li>
<li>
<a href="/docs/latest//machine-learning/preprocessing" >Preprocessing</a>
</li>
<li>
<a >Model Selection</a>
<ul class='sub_pages'>
<li><a href="/docs/latest//machine-learning/model-selection/introduction" class=''>Introduction</a></li>
<li><a href="/docs/latest//machine-learning/model-selection/evaluator" class=''>Evaluator</a></li>
<li><a href="/docs/latest//machine-learning/model-selection/split-the-dataset-on-test-and-train-datasets" class=''>Split the dataset on test and train datasets</a></li>
<li><a href="/docs/latest//machine-learning/model-selection/hyper-parameter-tuning" class=''>Hyper-parameter tuning</a></li>
<li><a href="/docs/latest//machine-learning/model-selection/pipeline-api" class=''>Pipeline API</a></li>
</ul>
</li>
<li>
<a href="/docs/latest//machine-learning/multiclass-classification" >Multiclass Classification</a>
</li>
<li>
<a >Ensemble Methods</a>
<ul class='sub_pages'>
<li><a href="/docs/latest//machine-learning/ensemble-methods/introduction" class=''></a></li>
<li><a href="/docs/latest//machine-learning/ensemble-methods/stacking" class=''>Stacking</a></li>
<li><a href="/docs/latest//machine-learning/ensemble-methods/baggin" class=''>Bagging</a></li>
<li><a href="/docs/latest//machine-learning/ensemble-methods/random-forest" class=''>Random Forest</a></li>
<li><a href="/docs/latest//machine-learning/ensemble-methods/gradient-boosting" class=''>Gradient Boosting</a></li>
</ul>
</li>
<li>
<a href="/docs/latest//machine-learning/recommendation-systems" >Recommendation Systems</a>
</li>
<li>
<a >Importing Model</a>
<ul class='sub_pages'>
<li><a href="/docs/latest//machine-learning/importing-model/introduction" class=''>Introduction</a></li>
<li><a href="/docs/latest//machine-learning/importing-model/model-import-from-gxboost" class=''>Import Model from XGBoost</a></li>
<li><a href="/docs/latest//machine-learning/importing-model/model-import-from-apache-spark" class=''>Import Model from Apache Spark</a></li>
</ul>
</li>
</ul>
<h2>
<a href="/docs/latest" class=''>Monitoring</a> </h2>
<ul>
<li>
<a href="/docs/latest//monitoring-metrics/intro" >Introduction</a>
</li>
<li>
<a href="/docs/latest//monitoring-metrics/cluster-id" >Cluster ID and Tag</a>
</li>
<li>
<a >Metrics</a>
<ul class='sub_pages'>
<li><a href="/docs/latest//monitoring-metrics/configuring-metrics" class=''>Configuring Metrics</a></li>
<li><a href="/docs/latest//monitoring-metrics/metrics" class=''>JMX Metrics</a></li>
</ul>
</li>
<li>
<a >New Metrics System</a>
<ul class='sub_pages'>
<li><a href="/docs/latest//monitoring-metrics/new-metrics-system" class=''>Introduction</a></li>
<li><a href="/docs/latest//monitoring-metrics/new-metrics" class=''>Metrics</a></li>
</ul>
</li>
<li>
<a href="/docs/latest//monitoring-metrics/system-views" >System Views</a>
</li>
<li>
<a href="/docs/latest//monitoring-metrics/tracing" >Tracing</a>
</li>
</ul>
<h2>
<a href="/docs/latest/security" class=''>Security</a> </h2>
<ul>
<li>
<a href="/docs/latest//security/authentication" >Authentication</a>
</li>
<li>
<a href="/docs/latest//security/ssl-tls" >SSL/TLS</a>
</li>
<li>
<a >Transparent Data Encryption</a>
<ul class='sub_pages'>
<li><a href="/docs/latest//security/tde" class=''>Introduction</a></li>
<li><a href="/docs/latest//security/master-key-rotation" class=''>Master key rotation</a></li>
</ul>
</li>
</ul>
<h2>
<a href="/docs/latest" class=''>Thin Clients</a> </h2>
<ul>
<li>
<a href="/docs/latest//thin-clients/getting-started-with-thin-clients" >Thin Clients Overview</a>
</li>
<li>
<a href="/docs/latest//thin-clients/java-thin-client" >Java Thin Client</a>
</li>
<li>
<a href="/docs/latest//thin-clients/dotnet-thin-client" >.NET Thin Client</a>
</li>
<li>
<a href="/docs/latest//thin-clients/cpp-thin-client" >C++ Thin Client</a>
</li>
<li>
<a href="/docs/latest//thin-clients/python-thin-client" >Python Thin Client</a>
</li>
<li>
<a href="/docs/latest//thin-clients/php-thin-client" >PHP Thin Client</a>
</li>
<li>
<a href="/docs/latest//thin-clients/nodejs-thin-client" >Node.js Thin Client</a>
</li>
<li>
<a >Binary Client Protocol</a>
<ul class='sub_pages'>
<li><a href="/docs/latest//binary-client-protocol/binary-client-protocol" class=''>Binary Client Protocol</a></li>
<li><a href="/docs/latest//binary-client-protocol/data-format" class=''>Data Format</a></li>
<li><a href="/docs/latest//binary-client-protocol/key-value-queries" class=''>Key-Value Queries</a></li>
<li><a href="/docs/latest//binary-client-protocol/sql-and-scan-queries" class=''>SQL and Scan Queries</a></li>
<li><a href="/docs/latest//binary-client-protocol/binary-type-metadata" class=''>Binary Types Metadata</a></li>
<li><a href="/docs/latest//binary-client-protocol/cache-configuration" class=''>Cache Configuration</a></li>
</ul>
</li>
</ul>
<h2>
<a href="/docs/latest" class=''>ODBC Driver</a> </h2>
<ul>
<li>
<a href="/docs/latest//SQL/ODBC/odbc-driver" >ODBC Driver</a>
</li>
<li>
<a href="/docs/latest//SQL/ODBC/connection-string-dsn" >Connection String and DSN</a>
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<a href="/docs/latest//SQL/ODBC/querying-modifying-data" >Querying and Modifying Data</a>
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<a href="/docs/latest//SQL/ODBC/specification" >Specification</a>
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<a href="/docs/latest//SQL/ODBC/data-types" >Data Types</a>
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<a href="/docs/latest//SQL/ODBC/error-codes" >Error Codes</a>
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<h2>
<a href="/docs/latest/restapi" class=''>REST API</a> </h2>
<h2>
<a href="/docs/latest/control-script" class=''>Control Script</a> </h2>
<h2>
<a href="/docs/latest/plugins" class=''>Plugins</a> </h2>
<h2>
<a href="/docs/latest/sqlline" class=''>SQLLine</a> </h2>
<h2>
<a href="/docs/latest" class=''>Ignite for Spark</a> </h2>
<ul>
<li>
<a href="/docs/latest//ignite-for-spark/overview" >Overview</a>
</li>
<li>
<a href="/docs/latest//ignite-for-spark/ignitecontext-and-rdd" >IgniteContext and IgniteRDD</a>
</li>
<li>
<a href="/docs/latest//ignite-for-spark/ignite-dataframe" >Ignite DataFrame</a>
</li>
<li>
<a href="/docs/latest//ignite-for-spark/installation" >Installation</a>
</li>
<li>
<a href="/docs/latest//ignite-for-spark/spark-shell" >Test Ignite with Spark-shell</a>
</li>
<li>
<a href="/docs/latest//ignite-for-spark/troubleshooting" >Troubleshooting</a>
</li>
</ul>
<h2>
<a href="/docs/latest/sql-reference/sql-reference-overview" class=''>SQL Reference</a> </h2>
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<li>
<a href="/docs/latest//sql-reference/sql-conformance" >SQL Conformance</a>
</li>
<li>
<a href="/docs/latest//sql-reference/ddl" >Data Definition Language (DDL)</a>
</li>
<li>
<a href="/docs/latest//sql-reference/dml" >Data Manipulation Language (DML)</a>
</li>
<li>
<a href="/docs/latest//sql-reference/transactions" >Transactions</a>
</li>
<li>
<a href="/docs/latest//sql-reference/operational-commands" >Operational Commands</a>
</li>
<li>
<a href="/docs/latest//sql-reference/aggregate-functions" >Aggregate functions</a>
</li>
<li>
<a href="/docs/latest//sql-reference/numeric-functions" >Numeric Functions</a>
</li>
<li>
<a href="/docs/latest//sql-reference/string-functions" >String Functions</a>
</li>
<li>
<a href="/docs/latest//sql-reference/date-time-functions" >Data and Time Functions</a>
</li>
<li>
<a href="/docs/latest//sql-reference/system-functions" >System Functions</a>
</li>
<li>
<a href="/docs/latest//sql-reference/data-types" >Data Types</a>
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