Plugins facilitate a strict separation of code through restricted classloaders. Plugins cannot access classes from other plugins or from Flink that have not been specifically whitelisted. This strict isolation allows plugins to contain conflicting versions of the same library without the need to relocate classes or to converge to common versions. Currently, file systems and metric reporters are pluggable but in the future, connectors, formats, and even user code should also be pluggable.
Isolation and plugin structure #
Plugins reside in their own folders and can consist of several jars. The names of the plugin folders are arbitrary.
flink-dist ├── conf ├── lib ... └── plugins ├── s3 │ ├── aws-credential-provider.jar │ └── flink-s3-fs-hadoop.jar └── azure └── flink-azure-fs-hadoop.jar
Each plugin is loaded through its own classloader and completely isolated from any other plugin.
flink-azure-fs-hadoop can depend on different conflicting
library versions. There is no need to relocate any class during the creation of fat jars (shading).
Plugins may access certain whitelisted packages from Flink’s
lib/ folder. In particular, all
necessary service provider interfaces (SPI) are loaded through the system classloader, so that no
two versions of
org.apache.flink.core.fs.FileSystem exist at any given time, even if users
accidentally bundle it in their fat jar. This singleton class requirement is strictly necessary so
that the Flink runtime has an entry point into the plugin. Service classes are discovered through
java.util.ServiceLoader, so make sure to retain the service definitions in
Note Currently, more Flink core classes are still accessible from plugins as we flesh out the SPI system.
Furthermore, the most common logger frameworks are whitelisted, such that logging is uniformly possible across Flink core, plugins, and user code.
File Systems #
All file systems are pluggable. That means they can and should
be used as plugins. To use a pluggable file system, copy the corresponding JAR file from the
directory to a directory under
plugins directory of your Flink distribution before starting Flink,
mkdir ./plugins/s3-fs-hadoop cp ./opt/flink-s3-fs-hadoop-1.16.2.jar ./plugins/s3-fs-hadoop/
The s3 file systems (
flink-s3-fs-hadoop) can only be used as plugins as we already removed the relocations. Placing them in libs/ will result in system failures.
Because of the strict isolation, file systems do not have access to credential providers in lib/ anymore. Please add any needed providers to the respective plugin folder.