toc.yaml

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# The ASF licenses this file to You under the Apache License, Version 2.0
# (the "License"); you may not use this file except in compliance with
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#      http://www.apache.org/licenses/LICENSE-2.0
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- title: Documentation Overview
  url: index
- title: Quick Start Guides
  items: 
    - title: Java
      url: quick-start/java
    - title: .NET/C#
      url: quick-start/dotnet
    - title: C++
      url: quick-start/cpp
    - title: Python
      url: quick-start/python
    - title: Node.JS
      url: quick-start/nodejs
    - title: SQL
      url: quick-start/sql
    - title: PHP
      url: quick-start/php
    - title: REST API
      url: quick-start/restapi
- title: Installation
  url: installation
  items:
  - title: Installing Using ZIP Archive
    url: installation/installing-using-zip
  - title: Installing Using Docker
    url: installation/installing-using-docker
  - title: Installing DEB or RPM package
    url: installation/deb-rpm
  - title: Kubernetes
    items: 
      - title: Amazon EKS 
        url: installation/kubernetes/amazon-eks-deployment
      - title: Azure Kubernetes Service 
        url: installation/kubernetes/azure-deployment
      - title: Google Kubernetes Engine
        url: installation/kubernetes/gke-deployment
  - title: VMWare
    url: installation/vmware-installation
- title: Setting Up
  items:
    - title: Understanding Configuration
      url: understanding-configuration
    - title: Setting Up
      url: setup
    - title: Configuring Logging
      url: logging
    - title: Resources Injection
      url: resources-injection
- title: Starting and Stopping Nodes
  url: starting-nodes
- title: Clustering
  items:
    - title: Overview
      url: clustering/clustering
    - title: TCP/IP Discovery
      url: clustering/tcp-ip-discovery
    - title: ZooKeeper Discovery
      url: clustering/zookeeper-discovery
    - title: Discovery in the Cloud
      url: clustering/discovery-in-the-cloud
    - title: Network Configuration
      url: clustering/network-configuration
    - title: Connecting Client Nodes 
      url: clustering/connect-client-nodes
    - title: Baseline Topology
      url: clustering/baseline-topology
    - title: Running Client Nodes Behind NAT
      url: clustering/running-client-nodes-behind-nat
- title: Thin Clients
  items:
    - title: Thin Clients Overview
      url: thin-clients/getting-started-with-thin-clients
    - title: Java Thin Client
      url: thin-clients/java-thin-client
    - title: .NET Thin Client
      url: thin-clients/dotnet-thin-client
    - title: C++ Thin Client
      url: thin-clients/cpp-thin-client
    - title: Python Thin Client
      url: thin-clients/python-thin-client
    - title: PHP Thin Client
      url: thin-clients/php-thin-client
    - title: Node.js Thin Client
      url: thin-clients/nodejs-thin-client
    - title: Binary Client Protocol
      items:
        - title: Binary Client Protocol
          url: binary-client-protocol/binary-client-protocol
        - title: Data Format
          url: binary-client-protocol/data-format
        - title: Key-Value Queries
          url: binary-client-protocol/key-value-queries
        - title: SQL and Scan Queries
          url: binary-client-protocol/sql-and-scan-queries
        - title: Binary Types Metadata
          url: binary-client-protocol/binary-type-metadata
        - title: Cache Configuration
          url: binary-client-protocol/cache-configuration
- title: Data Modeling
  items: 
    - title: Introduction
      url: data-modeling/data-modeling
    - title: Data Partitioning
      url: data-modeling/data-partitioning
    - title: Affinity Colocation 
      url: data-modeling/affinity-collocation
    - title: Binary Marshaller
      url: data-modeling/binary-marshaller
- title: Configuring Memory 
  items:
    - title: Memory Architecture
      url: memory-architecture
    - title: Configuring Data Regions
      url: memory-configuration/data-regions
    - title: Eviction Policies
      url: memory-configuration/eviction-policies        
    - title: Replacement Policies
      url: memory-configuration/replacement-policies
- title: Configuring Persistence
  items:
    - title: Ignite Persistence
      url: persistence/native-persistence
    - title: External Storage
      url: persistence/external-storage
    - title: Swapping
      url: persistence/swap
    - title: Implementing Custom Cache Store
      url: persistence/custom-cache-store
    - title: Configuring Snapshot Directory
      url: persistence/snapshot-directory
    - title: Disk Compression
      url: persistence/disk-compression
    - title: Tuning Persistence
      url: persistence/persistence-tuning
    - title: Change Data Capture
      url: persistence/change-data-capture
- title: Cluster Snapshots
  url: snapshots/snapshots
- title: Configuring Caches
  items:
    - title: Cache Configuration 
      url: configuring-caches/configuration-overview 
    - title: Configuring Partition Backups
      url: configuring-caches/configuring-backups
    - title: Partition Loss Policy
      url: configuring-caches/partition-loss-policy
    - title: Atomicity Modes
      url: configuring-caches/atomicity-modes
    - title: Expiry Policy
      url: configuring-caches/expiry-policies
    - title: On-Heap Caching
      url: configuring-caches/on-heap-caching
    - title: Cache Groups 
      url: configuring-caches/cache-groups
    - title: Near Caches
      url: configuring-caches/near-cache
- title: Data Rebalancing
  url: data-rebalancing 
- title: Data Streaming
  url: data-streaming
- title: Using Key-Value API
  items:
    - title: Basic Cache Operations 
      url: key-value-api/basic-cache-operations
    - title: Working with Binary Objects
      url: key-value-api/binary-objects
    - title: Using Cache Queries
      url: key-value-api/using-cache-queries
    - title: Read Repair
      url: key-value-api/read-repair
- title: Performing Transactions
  url: key-value-api/transactions
- title: Working with SQL
  items:
    - title: Introduction
      url: SQL/sql-introduction
    - title: Understanding Schemas
      url: SQL/schemas
    - title: Defining Indexes
      url: SQL/indexes
    - title: Using SQL API
      url: SQL/sql-api
    - title: Distributed Joins
      url: SQL/distributed-joins
    - title: Custom SQL Functions
      url: SQL/custom-sql-func
    - title: JDBC Driver
      url: SQL/JDBC/jdbc-driver
    - title: JDBC Client Driver
      url: SQL/JDBC/jdbc-client-driver
    - title: ODBC Driver
      items:
        - title: ODBC Driver
          url: SQL/ODBC/odbc-driver
        - title: Connection String and DSN
          url:  /SQL/ODBC/connection-string-dsn
        - title: Querying and Modifying Data
          url: SQL/ODBC/querying-modifying-data
        - title: Specification
          url: SQL/ODBC/specification
        - title: Data Types
          url: SQL/ODBC/data-types
        - title: Error Codes
          url: SQL/ODBC/error-codes
    - title: Multiversion Concurrency Control
      url: transactions/mvcc
    - title: SQL Statistics
      url: SQL/sql-statistics
    - title: Calcite-based SQL Engine
      url: SQL/sql-calcite
- title: SQL Reference
  url: sql-reference/sql-reference-overview
  items:
    - title: SQL Conformance
      url: sql-reference/sql-conformance
    - title: Data Definition Language (DDL)
      url: sql-reference/ddl
    - title: Data Manipulation Language (DML)
      url: sql-reference/dml
    - title: Transactions
      url: sql-reference/transactions
    - title: Operational Commands
      url: sql-reference/operational-commands
    - title: Aggregate functions
      url: sql-reference/aggregate-functions
    - title: Numeric Functions
      url: sql-reference/numeric-functions
    - title: String Functions
      url: sql-reference/string-functions
    - title: Data and Time Functions
      url: sql-reference/date-time-functions
    - title: System Functions
      url: sql-reference/system-functions
    - title: Data Types
      url: sql-reference/data-types
- title: Distributed Computing
  items:
    - title: Distributed Computing API
      url: distributed-computing/distributed-computing
    - title: Cluster Groups
      url: distributed-computing/cluster-groups
    - title: Executor Service
      url: distributed-computing/executor-service
    - title: MapReduce API
      url: distributed-computing/map-reduce
    - title: Load Balancing
      url: distributed-computing/load-balancing
    - title: Fault Tolerance
      url: distributed-computing/fault-tolerance
    - title: Job Scheduling
      url: distributed-computing/job-scheduling
    - title: Colocating Computations with Data
      url: distributed-computing/collocated-computations
- title: Code Deployment
  items:
    - title: Deploying User Code
      url: code-deployment/deploying-user-code
    - title: Peer Class Loading
      url: code-deployment/peer-class-loading
- title: Machine Learning
  items:
    - title: Machine Learning
      url: machine-learning/machine-learning
    - title: Partition Based Dataset
      url: machine-learning/partition-based-dataset
    - title: Updating Trained Models
      url: machine-learning/updating-trained-models
    - title: Binary Classification
      items:
        - title: Introduction
          url: machine-learning/binary-classification/introduction
        - title: Linear SVM (Support Vector Machine)
          url: machine-learning/binary-classification/linear-svm
        - title: Decision Trees
          url: machine-learning/binary-classification/decision-trees
        - title: Multilayer Perceptron
          url: machine-learning/binary-classification/multilayer-perceptron
        - title: Logistic Regression
          url: machine-learning/binary-classification/logistic-regression
        - title: k-NN Classification
          url: machine-learning/binary-classification/knn-classification
        - title: ANN (Approximate Nearest Neighbor)
          url: machine-learning/binary-classification/ann
        - title: Naive Bayes
          url: machine-learning/binary-classification/naive-bayes
    - title: Regression
      items:
        - title: Introduction
          url: machine-learning/regression/introduction
        - title: Linear Regression
          url: machine-learning/regression/linear-regression
        - title: Decision Trees Regression
          url: machine-learning/regression/decision-trees-regression
        - title: k-NN Regression
          url: machine-learning/regression/knn-regression
    - title: Clustering
      items:
        - title: Introduction
          url: machine-learning/clustering/introduction
        - title: K-Means Clustering
          url: machine-learning/clustering/k-means-clustering
        - title: Gaussian mixture (GMM)
          url: machine-learning/clustering/gaussian-mixture
    - title: Preprocessing
      url: machine-learning/preprocessing
    - title: Model Selection
      items:
        - title: Introduction
          url: machine-learning/model-selection/introduction
        - title: Evaluator
          url: machine-learning/model-selection/evaluator
        - title: Split the dataset on test and train datasets
          url: machine-learning/model-selection/split-the-dataset-on-test-and-train-datasets
        - title: Hyper-parameter tuning
          url: machine-learning/model-selection/hyper-parameter-tuning
        - title: Pipeline API
          url: machine-learning/model-selection/pipeline-api
    - title: Multiclass Classification
      url: machine-learning/multiclass-classification
    - title: Ensemble Methods
      items:
        - title:
          url: machine-learning/ensemble-methods/introduction
        - title: Stacking
          url: machine-learning/ensemble-methods/stacking
        - title: Bagging
          url: machine-learning/ensemble-methods/baggin
        - title: Random Forest
          url: machine-learning/ensemble-methods/random-forest
        - title: Gradient Boosting
          url: machine-learning/ensemble-methods/gradient-boosting
    - title: Recommendation Systems
      url: machine-learning/recommendation-systems
    - title: Importing Model
      items:
        - title: Introduction
          url: machine-learning/importing-model/introduction
        - title: Import Model from XGBoost
          url: machine-learning/importing-model/model-import-from-gxboost
        - title: Import Model from Apache Spark
          url: machine-learning/importing-model/model-import-from-apache-spark
- title: Using Continuous Queries
  url: key-value-api/continuous-queries
- title: Using Ignite Services
  url: services/services
- title: Using Ignite Messaging
  url: messaging
- title: Distributed Data Structures
  items:
    - title: Queue and Set
      url: data-structures/queue-and-set
    - title: Atomic Types 
      url: data-structures/atomic-types
    - title: CountDownLatch 
      url: data-structures/countdownlatch
    - title:  Semaphore 
      url: data-structures/semaphore
    - title: ID Generator
      url: data-structures/id-generator
- title: Distributed Locks
  url: distributed-locks
- title: REST API
  url: restapi
- title: .NET Specific
  items:
    - title: Configuration Options
      url: net-specific/net-configuration-options
    - title: Deployment Options
      url: net-specific/net-deployment-options
    - title: Standalone Nodes
      url: net-specific/net-standalone-nodes
    - title: Asynchronous APIs
      url: net-specific/net-async
    - title: Logging
      url: net-specific/net-logging
    - title: LINQ
      url: net-specific/net-linq
    - title: Java Services Execution
      url: net-specific/net-java-services-execution
    - title: .NET Platform Cache
      url: net-specific/net-platform-cache
    - title: Plugins
      url: net-specific/net-plugins
    - title: Serialization
      url: net-specific/net-serialization
    - title: Cross-Platform Support
      url: net-specific/net-cross-platform-support
    - title: Platform Interoperability
      url: net-specific/net-platform-interoperability
    - title: Remote Assembly Loading
      url: net-specific/net-remote-assembly-loading
    - title: Troubleshooting
      url: net-specific/net-troubleshooting
    - title: Integrations
      items:
        - title: ASP.NET Output Caching
          url: net-specific/asp-net-output-caching
        - title: ASP.NET Session State Caching
          url: net-specific/asp-net-session-state-caching
        - title: Entity Framework 2nd Level Cache
          url: net-specific/net-entity-framework-cache
- title: C++ Specific
  items:
    - title: Serialization
      url: cpp-specific/cpp-serialization
    - title: Platform Interoperability
      url: cpp-specific/cpp-platform-interoperability
    - title: Objects Lifetime
      url: cpp-specific/cpp-objects-lifetime
- title: Monitoring
  items:
    - title: Introduction
      url: monitoring-metrics/intro
    - title: Cluster ID and Tag
      url: monitoring-metrics/cluster-id
    - title: Cluster States
      url: monitoring-metrics/cluster-states
    - title: Metrics
      items: 
        - title: Configuring Metrics
          url: monitoring-metrics/configuring-metrics
        - title: JMX Metrics
          url: monitoring-metrics/metrics
    - title: New Metrics System 
      items:
        - title: Introduction 
          url: monitoring-metrics/new-metrics-system
        - title: Metrics
          url: monitoring-metrics/new-metrics
    - title: System Views
      url: monitoring-metrics/system-views
    - title: Performance Statistics
      url: monitoring-metrics/performance-statistics
    - title: Tracing
      url: monitoring-metrics/tracing
- title: Working with Events
  items:
    - title: Enabling and Listenting to Events
      url: events/listening-to-events
    - title: Events
      url: events/events
- title: Tools
  items:
    - title: Control Script
      url: tools/control-script
    - title: Visor CMD
      url: tools/visor-cmd
    - title: GridGain Control Center
      url: tools/gg-control-center
    - title: SQLLine
      url: tools/sqlline
    - title: Tableau
      url: tools/tableau
    - title: Informatica
      url: tools/informatica
    - title: Pentaho
      url: tools/pentaho
- title: Security
  url: security
  items: 
    - title: Authentication
      url: security/authentication
    - title: SSL/TLS 
      url: security/ssl-tls
    - title: Transparent Data Encryption
      items:
        - title: Introduction
          url: security/tde
        - title: Master key rotation
          url: security/master-key-rotation
        - title: Cache encryption key rotation
          url: security/cache-encryption-key-rotation
    - title: Sandbox
      url: security/sandbox
- title: Extensions and Integrations
  items:
    - title: Spring
      items:
        - title: Spring Boot
          url: extensions-and-integrations/spring/spring-boot
        - title: Spring Data
          url: extensions-and-integrations/spring/spring-data
        - title: Spring Caching
          url: extensions-and-integrations/spring/spring-caching
        - title: Spring Transactions
          url: extensions-and-integrations/spring/spring-tx
    - title: Ignite for Spark
      items:
        - title: Overview
          url: extensions-and-integrations/ignite-for-spark/overview
        - title: IgniteContext and IgniteRDD
          url:  extensions-and-integrations/ignite-for-spark/ignitecontext-and-rdd
        - title: Ignite DataFrame
          url: extensions-and-integrations/ignite-for-spark/ignite-dataframe
        - title: Installation
          url: extensions-and-integrations/ignite-for-spark/installation
        - title: Test Ignite with Spark-shell
          url: extensions-and-integrations/ignite-for-spark/spark-shell
        - title: Troubleshooting
          url: extensions-and-integrations/ignite-for-spark/troubleshooting
    - title: MyBatis L2 Cache
      url: extensions-and-integrations/mybatis-l2-cache
    - title: Streaming
      items:
        - title: Kafka Streamer
          url: extensions-and-integrations/streaming/kafka-streamer
        - title: Camel Streamer
          url: extensions-and-integrations/streaming/camel-streamer
        - title: Flink Streamer
          url: extensions-and-integrations/streaming/flink-streamer
        - title: Flume Sink
          url: extensions-and-integrations/streaming/flume-sink
        - title: JMS Streamer
          url: extensions-and-integrations/streaming/jms-streamer
        - title: MQTT Streamer
          url: extensions-and-integrations/streaming/mqtt-streamer
        - title: RocketMQ Streamer
          url: extensions-and-integrations/streaming/rocketmq-streamer
        - title: Storm Streamer
          url: extensions-and-integrations/streaming/storm-streamer
        - title: ZeroMQ Streamer
          url: extensions-and-integrations/streaming/zeromq-streamer
        - title: Twitter Streamer
          url: extensions-and-integrations/streaming/twitter-streamer
    - title: Cassandra Integration
      items:
        - title: Overview
          url: extensions-and-integrations/cassandra/overview
        - title: Configuration
          url: extensions-and-integrations/cassandra/configuration
        - title: Usage Examples
          url: extensions-and-integrations/cassandra/usage-examples
        - title: DDL Generator
          url: extensions-and-integrations/cassandra/ddl-generator
    - title: PHP PDO
      url: extensions-and-integrations/php-pdo
    - title: Performance Statistics
      url: extensions-and-integrations/performance-statistics
    - title: Change Data Capture
      url: extensions-and-integrations/change-data-capture-extensions
    - title: ZooKeeper IP Finder
      url: extensions-and-integrations/zookeeper-ip-finder-ext
- title: Plugins
  url: plugins
- title: Performance and Troubleshooting
  items:
    - title: General Performance Tips
      url: /perf-and-troubleshooting/general-perf-tips
    - title: Memory and JVM Tuning
      url: /perf-and-troubleshooting/memory-tuning
    - title: Persistence Tuning
      url: /perf-and-troubleshooting/persistence-tuning
    - title: SQL Tuning
      url: /perf-and-troubleshooting/sql-tuning
    - title: Thread Pools Tuning
      url: /perf-and-troubleshooting/thread-pools-tuning
    - title: Troubleshooting and Debugging
      url: /perf-and-troubleshooting/troubleshooting
    - title: Handling Exceptions
      url: /perf-and-troubleshooting/handling-exceptions
    - title: Benchmarking With Yardstick
      url: /perf-and-troubleshooting/yardstick-benchmarking