NationalSecurityAgency/datawave
Jan 2025 – Oct 2025
10 Months active
Languages Used
ShellYAMLDockerfileJavaBashpropertiesMarkdownXML
Technical Skills
CI/CDDevOpsGitHub APIGitHub ActionsScriptingShell Scripting
Adam Lerman
PROFILE
Adam Lerman
Andrew Lerma contributed to the NationalSecurityAgency/datawave repository by engineering robust backend and DevOps solutions over a ten-month period. He delivered features such as automated CI/CD pipelines, dependency upgrades, and shard generation optimizations, using Java, Shell scripting, and Docker to streamline data ingestion and release workflows. His work included modernizing test suites with JUnit 5, implementing concurrency controls in GitLab and GitHub Actions, and enhancing build automation with Maven. By addressing configuration management, error handling, and system administration, Andrew improved reliability, maintainability, and deployment speed, demonstrating depth in distributed systems and build management while supporting large-scale data processing environments.
Overall Statistics
Feature vs Bugs
87%Features
Repository Contributions
51Total
Bugs
3
Commits
51
Features
20
Lines of code
4,376
Activity Months10
Your Network
21 peopleSame Organization
@uwe.nsa.gov2
Work History
October 2025
1 Commits
Oct 1, 2025Monthly summary for 2025-10 - NationalSecurityAgency/datawave: Focused on stabilizing functionality during dependency cleanup and evidencing business value through risk reduction and maintainability improvements. Implemented a stop-gap workaround for Bitnami Zookeeper to preserve operations while planning permanent removal of Bitnami dependencies.
1 Commits
Oct 1, 2025Monthly summary for 2025-10 - NationalSecurityAgency/datawave: Focused on stabilizing functionality during dependency cleanup and evidencing business value through risk reduction and maintainability improvements. Implemented a stop-gap workaround for Bitnami Zookeeper to preserve operations while planning permanent removal of Bitnami dependencies.
October 2025
September 2025
9 Commits • 3 Features
Sep 1, 2025Month: 2025-09 — NationalSecurityAgency/datawave: Delivered a focused set of pipeline improvements, shard-generation optimizations, and release-management work that accelerates delivery, stabilizes CI, and improves predictability of shard creation. The work directly enhances developer productivity and reduces time-to-value for users.
September 2025
9 Commits • 3 Features
Sep 1, 2025Month: 2025-09 — NationalSecurityAgency/datawave: Delivered a focused set of pipeline improvements, shard-generation optimizations, and release-management work that accelerates delivery, stabilizes CI, and improves predictability of shard creation. The work directly enhances developer productivity and reduces time-to-value for users.
August 2025
5 Commits • 4 Features
Aug 1, 2025August 2025 (2025-08) monthly summary for NationalSecurityAgency/datawave: Delivered four core features across the repository to improve shard provisioning, logging reliability, build stability, and bulk data loading, plus support for Accumulo v2 bulk import API. Resulting improvements include faster shard creation in quickstart environments, more reliable bulk ingest initialization, and standardized developer environments through enhanced build caching and remote dependency management.
5 Commits • 4 Features
Aug 1, 2025August 2025 (2025-08) monthly summary for NationalSecurityAgency/datawave: Delivered four core features across the repository to improve shard provisioning, logging reliability, build stability, and bulk data loading, plus support for Accumulo v2 bulk import API. Resulting improvements include faster shard creation in quickstart environments, more reliable bulk ingest initialization, and standardized developer environments through enhanced build caching and remote dependency management.
August 2025
July 2025
4 Commits • 3 Features
Jul 1, 2025In July 2025, the datawave team delivered pivotal maintenance work that strengthens compatibility with upstream dependencies, broadens input handling, and enhances shard generation workflows. Key feature deliveries included: (1) Dependency Compatibility Maintenance with an Accumulo workaround and Hadoop 3.4.1 upgrade, accompanied by test adjustments to preserve stability; (2) Date range extension in DateNormalizer to support inputs up to year 4000, improving future-proofing and reliability; (3) GenerateShardSplits enhancements introducing new CLI controls for batching and balancer delays, a refactor to use a list, and the implementation of midpoint calculations with accompanying tests. Major bugs fixed center on stabilizing API compatibility and aligning tests with the Hadoop/Accumulo changes, reducing regression risk during environment upgrades. Overall impact: improved compatibility with external dependencies, extended data handling for future inputs, and a more robust shard generation process, enabling safer, larger-scale data queries and maintenance windows. Technologies and skills demonstrated include Java-based feature work, CLI tooling, range validation, refactoring for testability, and algorithmic enhancements for midpoint logic, all supported by targeted test coverage.
July 2025
4 Commits • 3 Features
Jul 1, 2025In July 2025, the datawave team delivered pivotal maintenance work that strengthens compatibility with upstream dependencies, broadens input handling, and enhances shard generation workflows. Key feature deliveries included: (1) Dependency Compatibility Maintenance with an Accumulo workaround and Hadoop 3.4.1 upgrade, accompanied by test adjustments to preserve stability; (2) Date range extension in DateNormalizer to support inputs up to year 4000, improving future-proofing and reliability; (3) GenerateShardSplits enhancements introducing new CLI controls for batching and balancer delays, a refactor to use a list, and the implementation of midpoint calculations with accompanying tests. Major bugs fixed center on stabilizing API compatibility and aligning tests with the Hadoop/Accumulo changes, reducing regression risk during environment upgrades. Overall impact: improved compatibility with external dependencies, extended data handling for future inputs, and a more robust shard generation process, enabling safer, larger-scale data queries and maintenance windows. Technologies and skills demonstrated include Java-based feature work, CLI tooling, range validation, refactoring for testability, and algorithmic enhancements for midpoint logic, all supported by targeted test coverage.
June 2025
20 Commits • 2 Features
Jun 1, 2025June 2025 monthly summary for NationalSecurityAgency/datawave. Focused on release engineering and CI/CD adoption to improve release reliability, traceability, and speed to production across services. Delivered standardized release/versioning and an automated microservice release pipeline, with improved documentation and governance.
20 Commits • 2 Features
Jun 1, 2025June 2025 monthly summary for NationalSecurityAgency/datawave. Focused on release engineering and CI/CD adoption to improve release reliability, traceability, and speed to production across services. Delivered standardized release/versioning and an automated microservice release pipeline, with improved documentation and governance.
June 2025
May 2025
1 Commits
May 1, 2025May 2025 monthly summary for NationalSecurityAgency/datawave focusing on a critical reliability fix to Kubernetes Authorization Service Host Configuration. The primary deliverable was updating the Kubernetes host for the remote user service to the correct authorization host, ensuring proper connectivity to the authorization service and stabilizing authentication flows. No new features were shipped this month; the emphasis was on fixing connectivity issues and reinforcing Kubernetes config consistency. Key change: host updated from 'dwv-web-authorization' to 'authorization' with related properties update.
May 2025
1 Commits
May 1, 2025May 2025 monthly summary for NationalSecurityAgency/datawave focusing on a critical reliability fix to Kubernetes Authorization Service Host Configuration. The primary deliverable was updating the Kubernetes host for the remote user service to the correct authorization host, ensuring proper connectivity to the authorization service and stabilizing authentication flows. No new features were shipped this month; the emphasis was on fixing connectivity issues and reinforcing Kubernetes config consistency. Key change: host updated from 'dwv-web-authorization' to 'authorization' with related properties update.
April 2025
5 Commits • 2 Features
Apr 1, 2025April 2025 — NationalSecurityAgency/datawave monthly summary. Delivered improvements across reliability, scheduling, and CI/CD to enhance robustness, control, and efficiency with measurable business value. Key outcomes include improved resilience during speculative-execution cleanup, smarter resource management for delayed bulk loads, and disk-space automation to stabilize CI runners.
5 Commits • 2 Features
Apr 1, 2025April 2025 — NationalSecurityAgency/datawave monthly summary. Delivered improvements across reliability, scheduling, and CI/CD to enhance robustness, control, and efficiency with measurable business value. Key outcomes include improved resilience during speculative-execution cleanup, smarter resource management for delayed bulk loads, and disk-space automation to stabilize CI runners.
April 2025
March 2025
3 Commits • 3 Features
Mar 1, 2025March 2025 monthly summary for NationalSecurityAgency/datawave. Focused on delivering test modernization, container alignment for Hadoop, and dependency hygiene. Result: more reliable CI, consistent Hadoop deployments, and reduced risk from outdated Base64 handling.
March 2025
3 Commits • 3 Features
Mar 1, 2025March 2025 monthly summary for NationalSecurityAgency/datawave. Focused on delivering test modernization, container alignment for Hadoop, and dependency hygiene. Result: more reliable CI, consistent Hadoop deployments, and reduced risk from outdated Base64 handling.
February 2025
1 Commits • 1 Features
Feb 1, 2025February 2025 monthly summary for NationalSecurityAgency/datawave. Delivered a CI/CD concurrency control feature for PR testing to ensure only the latest changes are actively tested, reducing redundant test runs and lowering CI resource usage. Notable commit: 45b019487078d01e48e28fbc740a601c8719e476. No major bugs fixed in this repo this month. Overall impact: faster PR feedback, lower CI costs, and more reliable test results. Technologies demonstrated: GitLab CI/CD pipelines, PR test orchestration, and concurrency control patterns.
1 Commits • 1 Features
Feb 1, 2025February 2025 monthly summary for NationalSecurityAgency/datawave. Delivered a CI/CD concurrency control feature for PR testing to ensure only the latest changes are actively tested, reducing redundant test runs and lowering CI resource usage. Notable commit: 45b019487078d01e48e28fbc740a601c8719e476. No major bugs fixed in this repo this month. Overall impact: faster PR feedback, lower CI costs, and more reliable test results. Technologies demonstrated: GitLab CI/CD pipelines, PR test orchestration, and concurrency control patterns.
February 2025
January 2025
2 Commits • 2 Features
Jan 1, 2025January 2025 monthly summary for the NationalSecurityAgency/datawave repository focused on feature-driven automation and governance improvements. No major bugs fixed this month.
January 2025
2 Commits • 2 Features
Jan 1, 2025January 2025 monthly summary for the NationalSecurityAgency/datawave repository focused on feature-driven automation and governance improvements. No major bugs fixed this month.
Activity
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Quality Metrics
Correctness85.6%
Maintainability85.8%
Architecture81.6%
Performance79.8%
AI Usage20.0%
Skills & Technologies
Programming Languages
BashDockerfileJavaJavaScriptMarkdownShellXMLYAMLproperties
Technical Skills
AccumuloAutomationBackend DevelopmentBig DataBuild AutomationBuild ManagementBuild ToolsCI/CDConfiguration ManagementContainerizationData EngineeringData IngestionData NormalizationDependency ManagementDevOps
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