December 2025 performance summary focusing on business value and technical delivery across apache/amoro and apache/celeborn. Key improvements center on security hardening, configuration usability, and data-access performance, with broad runtime and testing infrastructure upgrades enabling safer, faster evolution of the codebase. Highlights include Kerberos authentication for Zookeeper, automated configuration documentation, performance optimization for Iceberg partition metadata access, and a series of dependency/runtime upgrades that drop legacy platforms and enhance compatibility with modern runtimes. In Celeborn, security patches addressing CVEs were applied with no user-facing changes, and configuration stability improvements were implemented to align settings across environments.

November 2025 performance highlights across apache/amoro and apache/celeborn. The month focused on delivering observable business value through feature delivery, security hardening, and build/reliability improvements, while expanding developer capabilities and performance visibility. Key features delivered: - GA tracking for the OpenAPI SDK to enable analytics and data-driven decisions. - Make amoro-openapi-sdk standalone to simplify integration and distribution. - CI improvements for the OpenAPI SDK, including PR path fixes and dependencies checks for more reliable pipelines. - Build system and dependency management enhancements (Maven Wrapper, fixed versioning) with Spark 3.5.7 upgrade to improve reproducibility and compatibility. - Authentication and API documentation improvements: Bearer/JWT authentication support and REST API documentation to simplify secure integration for developers. Major bugs fixed: - Security patch: Bump Netty to 4.1.128.Final to address CVE. - Fix optimizer-spark docker image build after artifactId changes. - Data/config robustness: Filter null keys/values in Configurations::toMap and remove unused/duplicate code. - Fix Playground demo failure related to PartitionExpressionForMetastore class. Overall impact and accomplishments: - Strengthened security posture, more reliable build and deployment pipelines, and clearer developer experience. The SDK is now easier to integrate as a standalone package, with analytics and documentation that accelerate adoption. Observability was enhanced in Celeborn through wait-time logging, improving actionable visibility for shuffle performance. These changes collectively reduce time-to-value for customers and improve production reliability. Technologies/skills demonstrated: - Analytics integration (GA), standalone packaging, CI/CD automation, Maven/Wrapper-based builds, Spark dependency management, security patching, version management for Spark/Flink/Kubernetes, authentication standardization (Bearer/JWT), and REST API documentation, with an emphasis on measurable business outcomes.

October 2025 performance summary focusing on API documentation reliability and security schema correctness for the Celeborn project.

September 2025 update: Two-repo development cycle delivering key features, CI/automation, and build enhancements that boost reliability, performance, and maintainability. Highlights include expanded CI coverage for Uniffle with Spark, automation of PR merging, Parquet sink optimization via native execution, branding alignment, and centralized dependency management. No critical bug fixes were recorded this month; the focus was on stabilizing and accelerating delivery, governance, and readiness for incubating.

Month: 2025-08 — Apache Auron (apache/auron). Consolidated a robust build and release workflow, delivered JNI stability improvements, and expanded configurability for IO and compression, while advancing packaging hygiene and governance readiness. Key outcomes include cross-environment Maven/JDK compatibility (including fixed Maven version, JDK 17 support, and Spark upgrade), dynamic feature support and native configuration, and IDE-friendly, multi-module build tooling. The month also included ASF migration preparatory work, license compliance tooling, and GA rollout readiness, reducing risk and enabling faster, more reliable deployments.

July 2025 – Apache Celeborn: Delivered key features focused on release readiness and observability to drive reliability and business value. Key features delivered include Release 0.6.0 readiness and contributor attribution infra updates, and Observability and Monitoring improvements for metrics, Grafana dashboards, and logging. Major bugs fixed include PartitionFileSizeBytes metrics, Grafana instance filtering, OpenStreamTime metrics timing, Netty pinned memory metrics, and improved WorkerStatusTracker logging for worker failures." Overall impact: Improved release readiness, more accurate and stable monitoring, reduced log noise, and better visibility for large deployments, enabling faster issue resolution and informed capacity planning. Technologies demonstrated: infra changes for release, metrics instrumentation, Grafana/dashboarding, Netty memory metrics, and enhanced logging.

2025-06 monthly summary for apache/celeborn: Focused on reliability, CI quality gates, and configuration consistency. Delivered an automated Grafana dashboard linting workflow, fixed critical CLI authentication propagation and test stability issues, and aligned API configuration versions for the worker flusher. These changes improved test determinism, reduced run-time failures, and ensured consistent behavior across environments. Technologies demonstrated include GitHub Actions, grafana/dashboard-linter, Python scripting, CLI authentication handling, and API version governance.

May 2025 focused on delivering secure, observable, and maintainable enhancements to apache/celeborn, with progress across feature delivery, reliability, and release engineering. Key outcomes include the introduction of HTTP Authentication for the Celeborn CLI, improved resilience for shuffle operations during in-flight stages, enhanced observability through logging of GetReducerFileGroupResponse sizes, and comprehensive release/maintenance updates including versioning, licensing, and dependency upgrades (notably Spark 4.0). These improvements reduce operational risk, improve diagnosability, and streamline deployment, delivering clear business value in security, reliability, and maintainability.

April 2025 performance summary: Delivered production-ready improvements in the Celeborn project that enhance performance, operability, and API usability. Focused on config-driven features with explicit business value and safety mechanics to minimize risk in rollout.

March 2025 performance summary for apache/celeborn: Delivered observability enhancements and dependency maintenance to improve debuggability, stability, and maintainability. Key work focused on refining log messages for fetch failures and RPC metrics and upgrading the logging library to address known bugs. These changes reduce MTTR, increase system reliability, and support faster incident response.

Monthly summary for 2025-02: Delivered the Worker Topology API (Topology) feature for apache/celeborn, enabling grouping of workers by network location via a new RESTful endpoint and improving operational visibility, network awareness, and capacity planning. This work provides foundational visibility for managing worker distribution and capacity, reduces manual inspection, and supports scalable resource management. Key change includes REST endpoint /api/v1/workers/topology with a committed change: fc056a3c3a47cea33aaac21082e96dbf0bd35655 ([CELEBORN-1875] Support to get workers topology information with RESTful api).

Month 2025-01: Focused on API clarity and runtime reliability for Celeborn in apache/celeborn, delivering concrete features and stability improvements that drive business value and smoother operations.

December 2024 monthly summary for apache/celeborn focused on delivering measurable business value through improved observability, reliability, and operational efficiency. Highlights include new resource visibility, smarter metrics, runtime configurability, and startup correctness that reduce risk and enable faster incident response while maintaining system performance.

Month: 2024-11. This period delivered a focused set of API, reliability, observability, and maintenance improvements for apache/celeborn, strengthening client compatibility, runtime stability, and security posture. The work emphasizes business value through more robust APIs, faster worker assignment, richer metrics for operations, and safer dependencies, complemented by build and documentation hygiene and a critical connectivity bug fix.

Month: 2024-10. Key feature delivered: RESTful API support for the local raft_meta_conf command in the Ratis shell within the apache/celeborn project, enabling generation and retrieval of raft-meta.conf files via HTTP requests. This work is tied to commit 216152d038e854f59cc6dd3201210ab8700035f9 with message [CELEBORN-1632] 'Support to apply ratis local raft_meta_conf command with RESTful api', demonstrating end-to-end RESTful integration for configuration workflows. Major bugs fixed: None reported this month. Overall impact: Automates remote configuration management, reduces manual steps, and improves reliability of distributed config handling for Celeborn deployments. Technologies/skills demonstrated: REST API design and implementation, HTTP service integration with shell tooling (Ratis), end-to-end change traceability via commit messages, and REST-enabled operations for config management.