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Linhe Huo

PROFILE

Linhe Huo

Worked extensively on TDengine and related repositories, delivering features and fixes that improved build reliability, deployment stability, and security. Focused on modernizing build systems using CMake, Conan, and Docker, while streamlining dependency management and cross-platform support. Enhanced documentation and onboarding for features like Active-Active replication, OAuth SSO, and Parquet data workflows, ensuring operational clarity for both developers and enterprise users. Implemented access control and resource configuration in C and Python, strengthening governance and flexibility. Contributions to taosdata/TDengine and taosdata/taos-connector-python emphasized CI/CD stability, technical writing, and robust configuration management, supporting scalable, secure, and maintainable data infrastructure.

Overall Statistics

Feature vs Bugs

68%Features

Repository Contributions

52Total
Bugs
12
Commits
52
Features
25
Lines of code
207,845
Activity Months15

Work History

May 2026

1 Commits

May 1, 2026

May 2026 monthly summary for taosdata/tdengine-idmp-deployment focusing on business value and technical achievements. Key improvement: TSDB Docker deployment stability by preserving volumes during docker-compose down and configuring TAOS_FQDN for reliable network configuration. Impact: reduced data-loss risk, more stable deployments, and smoother CI/CD. Commit reference: 379add0d524bc2b2db659b9fabd77d048e6dc70f.

March 2026

1 Commits • 1 Features

Mar 1, 2026

March 2026: Implemented Xnode Access Control with privilege enforcement and error codes in taosdata/TDengine. This feature adds user privilege checks for xnode operations (create, alter, drop, show) and defines explicit error codes for privilege violations, strengthening security, governance, and auditability while remaining backward-compatible.

February 2026

3 Commits • 1 Features

Feb 1, 2026

February 2026 — Key build-system modernization and dependency cleanup in taosdata/TDengine. Delivered Conan-based dependency management and tarball-based source fetching to improve build reliability and reproducibility. Removed unused dependencies (avro, jansson, zlib, snappy) to streamline the build and reduce defect surface. These changes enhance CI stability, security posture, and developer onboarding, delivering tangible business value through faster, more predictable builds and easier maintenance.

January 2026

3 Commits • 2 Features

Jan 1, 2026

Concise monthly summary for 2026-01 focusing on business value and technical achievements in taosdata/TDengine. Highlights include Parquet data import support in the taosx component, Parquet export documentation, and an updated default port for Xnode connections to the taosx GRPC service. No explicit bug fixes are documented in this scope; primary emphasis on feature delivery and documentation improvements. Overall impact includes enabling Parquet-based data ingestion workflows, improving developer onboarding with up-to-date docs, and clarifying runtime defaults. Technologies/skills demonstrated span Parquet data handling concepts, taosx component work, GRPC/Xnode integration, and professional documentation practices.

December 2025

1 Commits • 1 Features

Dec 1, 2025

December 2025: Focused on improving developer onboarding and security integration readiness for taosExplorer. Delivered OAuth 2.0 and OpenID Connect (OIDC) SSO integration documentation for taosExplorer, with practical configuration examples and parameter explanations. The work was complemented by cross-language documentation updates (English and Chinese) and alignment with repository standards, including versioning and TOML config adjustments. The primary impact was to empower customers to adopt SSO more quickly and reduce documentation-related support overhead.

November 2025

1 Commits • 1 Features

Nov 1, 2025

November 2025: TDengine-focused delivery centered on configurability and resource efficiency for virtual node streaming. Implemented a min-thread adjustment for virtual node stream readers from 4 to 2 to improve deployment flexibility and optimize resource usage. Changes are committed in taosdata/TDengine (commit c500db881065d253f1346df027b6fcddd9dbfb1a). This month also lays groundwork for easier tuning and faster iteration in production deployments.

September 2025

3 Commits • 2 Features

Sep 1, 2025

September 2025 monthly summary for taosdata/TDengine focused on documentation-driven improvements that accelerate developer onboarding and enterprise adoption. Key work centered on MQTT data publishing and Taos Explorer documentation, aligning with enterprise data publishing workflows and monitoring/deployments.

July 2025

4 Commits • 1 Features

Jul 1, 2025

July 2025 (2025-07) performance highlights for taosdata/TDengine. Focused on build reliability, versioning discipline, and documentation clarity to accelerate release-readiness and SparkplugB data integration.

June 2025

1 Commits • 1 Features

Jun 1, 2025

June 2025 Monthly Summary for taosdata/TDengine: Delivered Taosws External Build Integration, refactoring the taosws build process to be managed as an external dependency under the external project management system. Consolidated build logic into cmake/external.cmake to improve caching and cross-project dependency management, enabling more reliable CI and faster, more scalable builds.

May 2025

2 Commits • 2 Features

May 1, 2025

2025-05 Monthly summary for taosdata/TDengine: Delivered two major features that improve usability, deployment, and security. Documentation terminology clarified for data ingestion, and Docker image initialization scripts added to enable startup-time SQL execution, root password management, and improved cluster initialization.

April 2025

1 Commits

Apr 1, 2025

Concise monthly summary for 2025-04 focusing on TDengine build/install stabilization to reduce release risk and enable reliable deployment. Highlights business value and technical achievements from the month.

March 2025

27 Commits • 11 Features

Mar 1, 2025

Concise monthly summary for 2025-03 focusing on business value and technical achievements across two primary repositories: taosdata/TDengine and taosdata/taos-connector-python. The work this month centered on stabilizing CI, expanding documentation for customer enablement, advancing Python ecosystem compatibility, and delivering components to support enterprise deployment and community usage.

February 2025

1 Commits • 1 Features

Feb 1, 2025

February 2025 Monthly Summary for taosdata/TDengine: Focused documentation work on Active-Active replication. Delivered detailed docs describing automatic detection and replication of newly created databases, including configurable detection intervals and an option to disable automatic detection. No major bugs fixed this month. The work emphasizes operational clarity and reduces manual steps in multi-database deployments.

January 2025

1 Commits • 1 Features

Jan 1, 2025

January 2025 performance summary for mongodb/mongo-rust-driver focused on security, compatibility, and stability improvements through dependency management. The work was scoped to configuration changes (Cargo.toml) with no code changes required, minimizing risk and downtime.

November 2024

2 Commits

Nov 1, 2024

November 2024 monthly summary for taosdata/taos-connector-python: Stabilized cryptographic dependencies and cross-platform builds for taos-ws-py. Implemented crypto provider integration fixes and cross-platform build configuration, updated CI to use AWS-LC, and ensured necessary C libraries are installed for cross-compilation. These changes reduce cryptographic build failures and improve reliability across Linux, Windows, and Unix targets, enabling more consistent releases for downstream users.

Activity

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Quality Metrics

Correctness92.8%
Maintainability92.6%
Architecture90.0%
Performance86.2%
AI Usage21.6%

Skills & Technologies

Programming Languages

CC#C++CMakeGoJavaJavaScriptMarkdownPythonRust

Technical Skills

API IntegrationAPI developmentAccess controlBackend DevelopmentBug FixBug FixingBuild AutomationBuild SystemBuild System ConfigurationBuild SystemsC programmingC++ DevelopmentC++ programmingCI/CDCMake

Repositories Contributed To

4 repos

Overview of all repositories you've contributed to across your timeline

taosdata/TDengine

Feb 2025 Mar 2026
12 Months active

Languages Used

MarkdownCC#C++CMakeGoJavaJavaScript

Technical Skills

Database ReplicationDocumentationAPI IntegrationAPI developmentBug FixBug Fixing

taosdata/taos-connector-python

Nov 2024 Mar 2025
2 Months active

Languages Used

PythonRustYAMLMarkdownShellTOML

Technical Skills

Build SystemsCI/CDCross-compilationCryptographyDependency ManagementPython Bindings

mongodb/mongo-rust-driver

Jan 2025 Jan 2025
1 Month active

Languages Used

Rust

Technical Skills

Dependency ManagementRust

taosdata/tdengine-idmp-deployment

May 2026 May 2026
1 Month active

Languages Used

YAML

Technical Skills

DevOpsDocker