v0.0.8

We are excited to announce the release of version 0.0.8 of the pregel-rs project! This release introduces a major change in the library by adopting the Polars streaming API for enhanced data processing capabilities. This update brings improved performance, flexibility, and data handling capabilities to the pregel-rs project.

New Features:

• Integration of Polars streaming API: In this version, pregel-rs has been upgraded to leverage the power of the Polars streaming API. This integration allows for efficient and seamless processing of large-scale graph data by taking advantage of Polars' streaming capabilities. The streaming API provides improved memory management and enables processing of data sets that do not fit entirely in memory.

Enhancements:

• Enhanced data processing performance: By utilizing the Polars streaming API, pregel-rs achieves higher performance when handling large graph data sets. The streaming capabilities optimize memory usage and enable efficient data processing, resulting in faster execution times for graph algorithms.
• Improved data handling and flexibility: The adoption of the Polars streaming API enhances the data handling capabilities of Pregel-rs. It provides support for various data formats, such as CSV, Parquet, and Arrow, allowing users to seamlessly process and analyze data from different sources.

Bug Fixes:

• Addressed data handling issues: Several data handling issues reported by the community have been resolved in this release. The integration with the Polars streaming API ensures more robust data handling, reducing the occurrence of data-related errors and inconsistencies.

General Improvements:

• Documentation updates: The documentation for pregel-rs has been updated to reflect the changes introduced in version 0.0.8. It provides detailed information on utilizing the Polars streaming API and its benefits in graph processing with pregel-rs.
• Code optimizations: Various code optimizations have been implemented to improve the overall efficiency and maintainability of the pregel-rs project.

We hope that the adoption of the Polars streaming API in pregel-rs version 0.0.8 empowers you to process and analyze large-scale graph data with ease and efficiency.

Happy graph processing!