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  • Overview
    • What is DeltaStream?
    • Core Concepts
      • Access Control
      • Compute Pools
      • Data Store
      • Database
      • Function
      • Query
      • SQL
      • Visualizing Data Lineage
  • Getting Started
    • Free Trial Quick Start
    • Starting with the Web App
    • Starting with the CLI
  • How do I...?
    • Create and Manage Data Stores
      • Create Data Stores for Streaming Data
      • Explore Data Store and Topic Details
      • Use Multiple Data Stores in Queries
    • Manage Users and User Roles
      • Inviting Users to an Organization
      • Administering Users in your Organization
      • Using the CLI to Manage User Roles
      • Example: Setting Up Custom Roles for Production and Stage
    • Create DeltaStream Objects to Structure Raw Data
    • Use Namespacing for Organizing Data
    • Create and Query Materialized Views
    • Create a Compute Pool to Work with Iceberg
    • Create a Function
    • Secure my Connection to a Data Store
      • Introducing DeltaStream Private Links
      • Creating an AWS Private Link from DeltaStream to your Confluent Kafka Dedicated Cluster
      • Enabling Private Link Connectivity to Confluent Enterprise Cluster and Schema Registry
      • Creating a Private Link from DeltaStream to Amazon MSK
      • Creating a Private Link for RDS Databases
      • Deleting a Private Link
    • Serialize my Data
      • Working with ProtoBuf Serialized Data and DeltaStream Descriptors
      • Working with Avro Serialized Data and Schema Registries
      • Configuring Deserialization Error Handling
  • Integrations
    • Setting up Data Store Integrations
      • AWS S3
      • ClickHouse
      • Confluent Cloud
      • Databricks
      • Iceberg REST Catalog
      • PostgreSQL
      • Snowflake
      • WarpStream
  • Setting up Enterprise Security Integrations
    • Okta SAML Integration
    • Okta SCIM Integration
  • use cases
    • Using an AWS S3 Store as a Source to Feed an MSK Topic
  • Reference
    • Metrics
      • Prometheus Integration
      • Built-In Metrics
      • Custom Metrics in Functions
    • SQL Syntax
      • Data Formats (Serialization)
        • Serializing with JSON
        • Serializing with Primitive Data Types
        • Serializing with Protobuf
      • Data Types
      • Identifiers and Keywords
      • Command
        • ACCEPT INVITATION
        • CAN I
        • COPY DESCRIPTOR_SOURCE
        • COPY FUNCTION_SOURCE
        • DESCRIBE ENTITY
        • DESCRIBE QUERY
        • DESCRIBE QUERY METRICS
        • DESCRIBE QUERY EVENTS
        • DESCRIBE QUERY STATE
        • DESCRIBE RELATION
        • DESCRIBE RELATION COLUMNS
        • DESCRIBE ROLE
        • DESCRIBE SECURITY INTEGRATION
        • DESCRIBE <statement>
        • DESCRIBE STORE
        • DESCRIBE USER
        • GENERATE COLUMNS
        • GENERATE TEMPLATE
        • GRANT OWNERSHIP
        • GRANT PRIVILEGES
        • GRANT ROLE
        • INVITE USER
        • LIST API_TOKENS
        • LIST COMPUTE_POOLS
        • LIST DATABASES
        • LIST DESCRIPTORS
        • LIST DESCRIPTOR_SOURCES
        • LIST ENTITIES
        • LIST FUNCTIONS
        • LIST FUNCTION_SOURCES
        • LIST INVITATIONS
        • LIST METRICS INTEGRATIONS
        • LIST ORGANIZATIONS
        • LIST QUERIES
        • LIST RELATIONS
        • LIST ROLES
        • LIST SCHEMAS
        • LIST SCHEMA_REGISTRIES
        • LIST SECRETS
        • LIST SECURITY INTEGRATIONS
        • LIST STORES
        • LIST USERS
        • PRINT ENTITY
        • REJECT INVITATION
        • REVOKE INVITATION
        • REVOKE PRIVILEGES
        • REVOKE ROLE
        • SET DEFAULT
        • USE
        • START COMPUTE_POOL
        • STOP COMPUTE_POOL
      • DDL
        • ALTER API_TOKEN
        • ALTER SECURITY INTEGRATION
        • CREATE API_TOKEN
        • CREATE CHANGELOG
        • CREATE COMPUTE_POOL
        • CREATE DATABASE
        • CREATE DESCRIPTOR_SOURCE
        • CREATE ENTITY
        • CREATE FUNCTION_SOURCE
        • CREATE FUNCTION
        • CREATE INDEX
        • CREATE METRICS INTEGRATION
        • CREATE ORGANIZATION
        • CREATE ROLE
        • CREATE SCHEMA_REGISTRY
        • CREATE SCHEMA
        • CREATE SECRET
        • CREATE SECURITY INTEGRATION
        • CREATE STORE
        • CREATE STREAM
        • CREATE TABLE
        • DROP API_TOKEN
        • DROP CHANGELOG
        • DROP COMPUTE_POOL
        • DROP DATABASE
        • DROP DESCRIPTOR_SOURCE
        • DROP ENTITY
        • DROP FUNCTION_SOURCE
        • DROP FUNCTION
        • DROP METRICS INTEGRATION
        • DROP RELATION
        • DROP ROLE
        • DROP SCHEMA
        • DROP SCHEMA_REGISTRY
        • DROP SECRET
        • DROP SECURITY INTEGRATION
        • DROP STORE
        • DROP STREAM
        • DROP USER
        • START/STOP COMPUTE_POOL
        • UPDATE COMPUTE_POOL
        • UPDATE ENTITY
        • UPDATE SCHEMA_REGISTRY
        • UPDATE SECRET
        • UPDATE STORE
      • Query
        • APPLICATION
        • Change Data Capture (CDC)
        • CREATE CHANGELOG AS SELECT
        • CREATE STREAM AS SELECT
        • CREATE TABLE AS SELECT
        • Function
          • Built-in Functions
          • Row Metadata Functions
        • INSERT INTO
        • Materialized View
          • CREATE MATERIALIZED VIEW AS
          • SELECT (FROM MATERIALIZED VIEW)
        • Query Name and Version
        • Resume Query
        • RESTART QUERY
        • SELECT
          • FROM
          • JOIN
          • MATCH_RECOGNIZE
          • WITH (Common Table Expression)
        • TERMINATE QUERY
      • Sandbox
        • START SANDBOX
        • DESCRIBE SANDBOX
        • STOP SANDBOX
      • Row Key Definition
    • DeltaStream OpenAPI
      • Deltastream
      • Models
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  2. Core Concepts

Function

Defining your own functions in DeltaStream to extend DeltaStream capabilities for your business

PreviousDatabaseNextQuery

Last updated 1 month ago

In DeltaStream, functions refer to user-defined functions that extend DeltaStream's processing capabilities. There are multiple built-in functions available you can use in your queries. You can also create and implement more functions and add them to DeltaStream via function declaration syntax.

There are three types of functions you can declare in DeltaStream.

  1. UDFs (User-Defined Functions): These functions can have zero or more arguments and return one value.

  2. UDAFs (User-Defined Aggregate Functions): These functions compute values across multiple rows (events) and return one value.

  3. UDTFs (User-Defined Table Functions): These functions can have zero or more input arguments, but they return multiple values that can result in multiple rows in the output.

Note As DeltaStream is powered by , you can implement functions as Apache Flink user-defined functions. For more details, see the corresponding .

Package the implemented functions, plus their dependencies, in a file and upload the JAR file to DeltaStream. Then you can declare a new function and add it to the functions already available in DeltaStream.

You can use the declared function in the expressions in your DeltaStream queries.

For more details, see Create a Function.

Apache Flink
Apache Flink documentation
JAR