Connect FilePulse 2.2 is Released 🚀
This new release brings new capabilities and several bug fixes and improvements that make ConnectFilePulse still the more powerful Kafka Connect-based solution for processing files.
Support for file-listing process delegation
From the very beginning, Connect FilePulse was designed differently from most other Kafka connectors used for file processing. For example, we chose to use a single thread called the `FileSystemMonitorThread, managed by the connector instance, to scan the files to be processed and to apply the configured file cleanup policy. Then, when new files are detected on the file system, the connector instance triggers a task reconfiguration to distribute the files to be processed among the tasks.
Although this design offers many advantages it also brings some limitations that may make the connector less suitable for some scenarios, such as processing a very large number of small files that would be created quickly on the file system.
This limitation is mainly due to the fact that every time a task reconfiguration is triggered, Kafka Connect needs to stop and restart all tasks of our connector using the internal Kafka rebalance protocol. Thus, the connector may have some scalability issues if it is necessary to reconfigure tasks every second because new files have been created on the local filesystem.
To support such a scenario, Connect FilePulse 2.2.0 brings a new feature to delegate the file listing process to the connector's tasks
This new feature can be enabled by setting the connector's property
When enabled, each task will scan the filesystem using the
fs.listing.class passed through the connector's configuration.
In addition, a dedicated
TaskPartitioner is used to partition each file to a single task using the murmur2 hash algorithm.
Finally, the cleanup policy passed through the connector's configuration is still executed by the
Additionally, Connect FilePulse 2.2.0 introduces a new pluggable interface called
TaskPartitioner used to partition files among the connector's tasks.
The connector ships with two built-in implementations: the
DefaultTaskPartitioner that spreads files evenly among the tasks and the
HashByURITaskPartitioner that partitions each file based on its URI.
Improved support for XML
Connect FilePulse 2.2.0 adds various improvements for XML support.
So now, when using Connect FilePulse with the
LocalXMLFileInputReader you can enable the following features:
reader.xml.parser.validating.enabled=true: To specify that the XML parser should validate documents as they are parsed.
reader.xml.parser.namespace.aware.enabled=true: To specify that the XML parser should provide support for XML namespaces.
reader.xml.exclude.empty.elements: To specify that the reader should automatically exclude elements having no field.
Furthermore, dynamic schema resolution has been improved when processing complex XML documents and more especially when handling documents with elements containing arrays.
Finally, this new release enhances the
LastModifiedFileListFilter to allow configuring the maximum age in milliseconds of a file to be eligible for processing.
For this, you can use the new connector's configuration property:
Full Release Notes
Connect File Pulse 2.2 can be downloaded from the GitHub Releases Page.
- 5bc2024 feat(plugin): allow excluding from processing files based on maximum age in ms (#161)
- a3ef5db feat(filesystems): improve XMLFileInputIterator to allow excluding empty element (#159)
- b00ef42 feat(scripts): add arg to specify number of connect workers
- ef8fbc3 feat(plugin): add support for task file listing delegation
- 137c1a6 feat(filesystems): enhance XMLFileInputIterator with new config props
Improvements & Bugfixes
- a693b52 fix(plugin): fix FilePulseSourceConnector should raise an error when FileSystemMonitorThread crash
- c6f1f13 fix(api): fix empty document removing in XMLFileInputIterator
- c0cc249 fix(api): improve support for XML by adding capabilities to merge schemas (#160)
- 4f0add2 project(issue): add github stale bot config
- 34ab52a fix(scripts): update docker-compose for debug
- a2fb4a5 sub-task(plugin): add new interface TaskPartitioner
- bbeebda subtask(plugin): add new interface FileURIProvider
- e2825c0 build(deps): bump commons-compress from 1.20 to 1.21
If you enjoyed reading this post, check out Connect FilePulse at GitHub and give us a ⭐!