v2.11.0

What's Changed

[New] Source API and built-in Sources

With the new Sources API, you can stream data from any data source to a Kafka topic and process it with Streaming DataFrames in the same application.

You can either use one of the built-in sources (e.g. KafkaReplicatorSource, CSVSource, QuixEnvironmentSource) or create a custom one.

To learn more about Sources, please see the Sources documentation

PRs: #420, #448, #490 , #494 , #495, #498, #506

Dependencies updates

• Bump testcontainers from 4.8.0 to 4.8.1 by @dependabot in #492
• Update pydantic requirement from <2.9,>=2.7 to >=2.7,<2.10 by @dependabot in #491
• Update pydantic-settings requirement from <2.5,>=2.3 to >=2.3,<2.6 by @dependabot in #500

Documentation updates

• Fix typo in FixedTimeWindowDefinition.reduce docstring by @gwaramadze in #501
• Fix documentation link by @gwaramadze in #478
• Update README.md by @daniil-quix in #479

Other changes

• Add Conda configuration by @gwaramadze in #482
• Optimize get_window_ranges function by @gwaramadze in #489

Full Changelog: v2.10.0...v2.11.0