Apache Flink v1.14 Documentation
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    • Apache Flink Documentation
    • Application Development
      • DataStream API
        • Handling Application Parameters
        • Side Outputs
        • User-Defined Functions
        • Data Sources
        • Java Lambda Expressions
        • Project Configuration
        • Execution Mode (Batch/Streaming)
        • Overview
        • Experimental Features
        • Event Time
          • Generating Watermarks
          • Builtin Watermark Generators
        • Operators
          • Joining
          • Process Function
          • Overview
          • Windows
          • Async I/O
        • Testing
        • Scala API Extensions
        • State & Fault Tolerance
          • State Backends
          • Queryable State
          • Checkpointing
          • The Broadcast State Pattern
          • Working with State
          • Data Types & Serialization
            • State Schema Evolution
            • Custom State Serialization
            • 3rd Party Serializers
            • Overview
        • Managing Execution
          • Execution Configuration
          • Parallel Execution
          • Program Packaging
      • Python API
        • Installation
        • Configuration
        • Table API Tutorial
        • Dependency Management
        • Environment Variables
        • DataStream API Tutorial
        • DataStream API
          • State
          • Intro to the Python DataStream API
          • Data Types
          • Operators
            • Windows
            • Overview
            • Process Function
        • Table API
          • System (Built-in) Functions
          • SQL
          • Connectors
          • Conversions between Table and DataStream
          • TableEnvironment
          • Intro to the Python Table API
          • Catalogs
          • Conversions between PyFlink Table and Pandas DataFrame
          • Operations
            • Row-based Operations
            • Overview
          • Metrics
          • Data Types
          • User Defined Functions
            • General User-defined Functions
            • Vectorized User-defined Functions
            • Overview
        • FAQ
        • Overview
        • Debugging
      • Table API & SQL
        • Table API
        • Time Zone
        • Catalogs
        • Data Types
        • User-defined Sources & Sinks
        • Performance Tuning
        • Overview
        • SQL Client
        • Concepts & Common API
        • Functions
          • System (Built-in) Functions
          • Overview
          • User-defined Functions
        • SQL
          • INSERT Statement
          • ALTER Statements
          • UNLOAD Statements
          • USE Statements
          • DESCRIBE Statements
          • SET Statements
          • LOAD Statements
          • SHOW Statements
          • JAR Statements
          • EXPLAIN Statements
          • Queries
            • Deduplication
            • Window JOIN
            • Window Aggregation
            • Overview
            • WITH clause
            • Window Top-N
            • Group Aggregation
            • LIMIT clause
            • Set Operations
            • Windowing TVF
            • Pattern Recognition
            • SELECT & WHERE
            • ORDER BY clause
            • Top-N
            • Over Aggregation
            • Joins
            • Hints
            • SELECT DISTINCT
          • CREATE Statements
          • Getting Started
          • SQL
          • RESET Statements
          • DROP Statements
        • Streaming Concepts
          • Time Attributes
          • Dynamic Tables
          • Versioned Tables
          • Temporal Table Function
          • Overview
        • DataStream API Integration
        • Modules
        • Configuration
      • DataSet API (Legacy)
        • Hadoop MapReduce compatibility with Flink
        • Batch Examples
        • Overview
        • Local Execution
        • Iterations
        • Zipping Elements
        • Cluster Execution
        • Transformations
    • Concepts
      • Timely Stream Processing
      • Glossary
      • Overview
      • Stateful Stream Processing
      • Flink Architecture
    • Connectors
      • DataSet Connectors
        • Formats
          • Microsoft Azure table
          • Avro
          • Hadoop
      • DataStream Connectors
        • Twitter
        • Kafka
        • FileSystem
        • Kinesis
        • JDBC
        • Hybrid Source
        • Cassandra
        • RabbitMQ
        • NiFi
        • Fault Tolerance Guarantees
        • Google Cloud PubSub
        • Formats
          • Avro
          • Parquet
          • Azure Table storage
          • Hadoop
          • Overview
          • Text files
        • Overview
        • Pulsar
        • Elasticsearch
      • Table API Connectors
        • Print
        • DataGen
        • Elasticsearch
        • Kinesis
        • HBase
        • Kafka
        • Upsert Kafka
        • Overview
        • JDBC
        • Formats
          • Debezium
          • Orc
          • Raw
          • Parquet
          • Maxwell
          • Formats
          • Canal
          • CSV
          • Confluent Avro
          • Avro
          • JSON
        • Hive
          • Overview
          • Hive Catalog
          • Hive Functions
          • Hive Read & Write
          • Hive Dialect
        • FileSystem
        • Download
        • BlackHole
    • Deployment
      • Metric Reporters
      • Command-Line Interface
      • Overview
      • Configuration
      • Fine-Grained Resource Management
      • Advanced
        • Logging
        • External Resources
        • History Server
      • File Systems
        • Common Configurations
        • Overview
        • Aliyun OSS
        • Amazon S3
        • Plugins
        • Google Cloud Storage
        • Azure Blob Storage
      • High Availability
        • ZooKeeper HA Services
        • Overview
        • Kubernetes HA Services
      • Memory Configuration
        • Set up JobManager Memory
        • Set up TaskManager Memory
        • Set up Flink’s Process Memory
        • Memory Tuning Guide
        • Migration Guide
        • Troubleshooting
        • Network Buffer Tuning
      • REPLs
        • Python REPL
        • Scala REPL
      • Resource Providers
        • YARN
        • Standalone
          • Overview
          • Docker
          • Kubernetes
        • Native Kubernetes
      • Security
        • Kerberos
        • SSL Setup
      • Elastic Scaling
    • Flink Development
      • Importing Flink into an IDE
      • Building Flink from Source
    • Internals
      • File Systems
      • Jobs and Scheduling
      • Task Lifecycle
    • Learn Flink
      • Fault Tolerance
      • Overview
      • Intro to the DataStream API
      • Event-driven Applications
      • Streaming Analytics
      • Data Pipelines & ETL
    • Libraries
      • State Processor API
      • Event Processing (CEP)
      • Graphs
        • Overview
        • Library Methods
        • Bipartite Graph
        • Graph Generators
        • Graph Algorithms
        • Iterative Graph Processing
        • Graph API
    • Operations
      • Upgrading Applications and Flink Versions
      • Metrics
      • REST API
      • Production Readiness Checklist
      • Batch
        • Blocking Shuffle
      • Debugging
        • Debugging Windows & Event Time
        • Debugging Classloading
        • Flame Graphs
        • Application Profiling & Debugging
      • Monitoring
        • Monitoring Checkpointing
        • Monitoring Back Pressure
      • State & Fault Tolerance
        • State Backends
        • Task Failure Recovery
        • Checkpoints
        • Savepoints
        • Checkpointing under backpressure
        • Tuning Checkpoints and Large State
    • Try Flink
      • Fraud Detection with the DataStream API
      • First steps
      • Real Time Reporting with the Table API
      • Flink Operations Playground
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