tet123/documentation/modules/ROOT/pages/development/converters.adoc

118 lines
4.6 KiB
Plaintext
Raw Normal View History

= Custom Converters
include::../_attributes.adoc[]
:source-highlighter: highlight.js
:toc:
:toc-placement: macro
:linkattrs:
:icons: font
toc::[]
== Datatype conversion
Debezium connectors maps database types to appropriate Java types and converts the incoming values to the target objects.
The mapping is specific and documented for each connector and is selected to cover most of the cases.
It is still possible that the application requires a specific handling of a certain type or specific column due to downstream system requirements.
This is something that cannot be covered by the standard conversion rules.
Debezium provides an extension point for the users to inject their own converters based on their business requirements.
The converters are written as Java classes enabled and configured via connector properties.
During connector startup, all configured converters are instantiated and placed in the registry.
While the internal schema representation is built every converter is invoked for every column/field of every table/collection and it can register itself to become responsible for the conversion of the given column/field.
Whenever a new change is processed by Debezium the converter is invoked to execute actual conversion for the registered columns/fields.
== Implementing converter
The converter implementation is a Java class that implements interface `CustomConverter`:
[source,java,indent=0]
----
public interface CustomConverter<S, F extends ConvertedField> {
@FunctionalInterface
interface Converter {
Object convert(Object input);
}
public interface ConverterRegistration<S> {
void register(S fieldSchema, Converter converter);
}
void configure(Properties props);
void converterFor(F field, ConverterRegistration<S> registration);
}
----
Method `configure` is used to pass converter configuration options into the converter after its instantiation so it can modify its runtime behaviour for each specific instance.
Method `converterFor` is invoked by Debezium and the converter is required to call `registration` in case of taking responsibility for the conversion.
The registration provides the target schema definition and the actual conversion code.
The metadata about the column/field are passed via `field` parameter.
They contain information like table/collection name, column/field name, type name, and others.
The following example implements a simple converter that will:
* accept one parameter named `schema.name`
* register itself for every column of type `isbn` with
** the target `STRING` schema named according to the `schema.name` parameter
** the conversion code that converts the ISBN data to `String`
[source,java,indent=0]
----
public static class IsbnConverter implements CustomConverter<SchemaBuilder, RelationalColumn> {
private SchemaBuilder isbnSchema;
@Override
public void configure(Properties props) {
isbnSchema = SchemaBuilder.string().name(props.getProperty("schema.name"));
}
@Override
public void converterFor(RelationalColumn column, ConverterRegistration<SchemaBuilder> registration) {
if ("isbn".equals(column.typeName())) {
registration.register(isbnSchema, x -> x.toString());
}
}
}
----
To compile the code it is necessary to provide dependencies to `debezium-api` and `connect-api` modules like:
[source,xml]
----
<dependency>
<groupId>io.debezium</groupId>
<artifactId>debezium-api</artifactId>
<version>${version.debezium}</version>
</dependency>
<dependency>
<groupId>org.apache.kafka</groupId>
<artifactId>connect-api</artifactId>
<version>${version.debezium}</version>
</dependency>
----
where `${version.debezium}` is either Debezium version string or Maven property defining the Debezium version.
== Configuring and using converters
After the converter is developed it has to be deployed in a JAR file side-by-side with Debezium connector JARs.
To enable the converter for a given connector instance it is necessary to provide connector options like in the example:
----
converters=isbn
isbn.type=io.debezium.test.IsbnConverter
isbn.schema.name=io.debezium.postgresql.type.Isbn
----
Option `converters` is mandatory and enumerates comma-separated symbolic names of converter instances to be used.
The symbolic names are used as a prefix for further configuration options.
`isbn.type` (generally `<prefix>.type`) is mandatory and is the name of the class that implements the converter.
`isbn.schema.name` is a converter parameter that is passed to the converter's `configure` method as `schema.name`.