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themis docs deployment deployment_cicd_multiarch

makr-code edited this page Dec 2, 2025 · 1 revision

CI/CD for ARM and Multi-Architecture Builds

This document describes the continuous integration and deployment setup for ThemisDB's multi-architecture builds, including ARM support.

GitHub Actions Workflows

ThemisDB uses GitHub Actions for automated building and testing across multiple architectures.

1. ARM Build Test Workflow (arm-build.yml)

Purpose: Validates ARM compilation on every code change.

Triggers:

  • Push to main or develop branches (when ARM-related files change)
  • Pull requests to main or develop
  • Manual workflow dispatch

Jobs:

a) ARM64 Docker Build Test

  • Uses QEMU emulation to build Docker image for linux/arm64
  • Validates the Dockerfile multi-arch support
  • Tests basic image functionality

b) ARMv7 Docker Build Test

  • Uses QEMU emulation to build Docker image for linux/arm/v7
  • Validates Raspberry Pi 2/3 compatibility
  • Tests basic image functionality

c) ARM64 Cross-Compilation Test

  • Installs ARM64 cross-compiler toolchain
  • Configures CMake with aarch64-linux-gnu-gcc
  • Verifies architecture detection
  • Checks for NEON optimization flags

d) Test Script Validation

  • Runs scripts/test-arm-support.sh
  • Validates architecture detection logic
  • Ensures build presets are correct

Results:

  • Summary table in GitHub Actions UI
  • Fails if any ARM build test fails

2. Multi-Architecture Build Workflow (build-multiarch.yml)

Purpose: Comprehensive build matrix for all supported platforms.

Triggers:

  • Push to main, develop, or copilot/** branches
  • Pull requests to main or develop
  • Manual workflow dispatch with optional ARM build toggle

Build Matrix:

OS Architecture Config Preset
Ubuntu 22.04 x64 Release linux-ninja-clang-release
Ubuntu 22.04 x64 Debug linux-ninja-clang-debug
Ubuntu 22.04 arm64 Release linux-arm64-gcc-release

Features:

  • vcpkg caching for faster builds
  • Artifact upload for built binaries
  • Docker multi-arch builds with QEMU
  • Automatic push to GitHub Container Registry (on main branch)

Docker Platforms:

  • linux/amd64 (x86_64)
  • linux/arm64 (ARM64/AArch64)
  • linux/arm/v7 (ARMv7)

Build Artifacts

Successful builds produce the following artifacts:

  • themisdb-ubuntu-22.04-x64-Release - Linux x86_64 binaries
  • themisdb-ubuntu-22.04-x64-Debug - Linux x86_64 debug binaries
  • themisdb-ubuntu-22.04-arm64-Release - Linux ARM64 binaries

Artifacts are retained for 7 days.

Docker Images

Multi-architecture Docker images are automatically built and optionally pushed to:

GitHub Container Registry:

  • ghcr.io/makr-code/themisdb:main - Latest main branch build
  • ghcr.io/makr-code/themisdb:develop - Latest develop branch build
  • ghcr.io/makr-code/themisdb:<branch>-<sha> - Branch builds with commit SHA

Supported Platforms per Image:

  • linux/amd64
  • linux/arm64
  • linux/arm/v7

Docker automatically selects the correct image for your platform when pulling.

Local Development

Testing ARM Builds Locally

Using Docker Buildx:

# Enable BuildKit
export DOCKER_BUILDKIT=1

# Build for ARM64
docker buildx build \
    --platform linux/arm64 \
    -t themisdb:arm64-local \
    -f Dockerfile .

# Build for ARMv7
docker buildx build \
    --platform linux/arm/v7 \
    -t themisdb:armv7-local \
    -f Dockerfile .

Using Cross-Compilation:

# Install ARM64 cross-compiler
sudo apt-get install gcc-aarch64-linux-gnu g++-aarch64-linux-gnu

# Bootstrap vcpkg
git clone https://github.com/microsoft/vcpkg.git ~/vcpkg
cd ~/vcpkg && ./bootstrap-vcpkg.sh
export VCPKG_ROOT=~/vcpkg

# Configure for ARM64
cmake -S . -B build-arm64 \
    -DCMAKE_BUILD_TYPE=Release \
    -DCMAKE_TOOLCHAIN_FILE=$VCPKG_ROOT/scripts/buildsystems/vcpkg.cmake \
    -DCMAKE_C_COMPILER=aarch64-linux-gnu-gcc \
    -DCMAKE_CXX_COMPILER=aarch64-linux-gnu-g++ \
    -DCMAKE_SYSTEM_NAME=Linux \
    -DCMAKE_SYSTEM_PROCESSOR=aarch64

# Build
cmake --build build-arm64 -j$(nproc)

Running Test Script Locally

# Ensure vcpkg is set up
export VCPKG_ROOT=~/vcpkg

# Run validation
./scripts/test-arm-support.sh

Caching Strategy

vcpkg Binary Caching

Uses GitHub Actions cache to store compiled vcpkg packages:

env:
  VCPKG_BINARY_SOURCES: 'clear;x-gha,readwrite'

This significantly speeds up subsequent builds (from 30+ minutes to 5-10 minutes).

Docker Layer Caching

Uses GitHub Actions cache for Docker layers:

cache-from: type=gha
cache-to: type=gha,mode=max

Reduces Docker build time by reusing unchanged layers.

Performance Considerations

Build Times (Approximate)

Platform Configuration First Build Cached Build
x86_64 Release 25-30 min 5-8 min
x86_64 Debug 20-25 min 4-6 min
ARM64 (cross) Release 35-45 min 8-12 min
ARM64 (QEMU) Release 60-90 min 15-25 min
ARMv7 (QEMU) Release 70-100 min 20-30 min

QEMU emulation is slower but allows testing ARM builds without actual ARM hardware.

Optimization Tips

  1. Use cross-compilation for faster ARM builds (35-45 min vs 60-90 min)
  2. Enable caching to reduce subsequent build times by 70-80%
  3. Run ARM builds only when necessary (use path filters)
  4. Use manual workflow dispatch for experimental ARM builds

Continuous Deployment

Automatic Deployment (Main Branch)

When code is pushed to main:

  1. Multi-arch Docker images are built
  2. Images are tagged with main, <commit-sha>, and version tags
  3. Images are pushed to GitHub Container Registry
  4. All platforms (amd64, arm64, arm/v7) are included

Pull Requests

On pull requests:

  1. ARM builds are tested via Docker and cross-compilation
  2. Images are built but not pushed
  3. Test results are shown in PR status checks

Troubleshooting

QEMU Build Timeouts

If QEMU builds timeout:

  • Reduce build parallelism: -j2 instead of -j$(nproc)
  • Disable tests: -DTHEMIS_BUILD_TESTS=OFF
  • Use workflow dispatch with manual ARM build toggle

Cross-Compilation Failures

Common issues:

  • Missing cross-compiler: Install gcc-aarch64-linux-gnu
  • vcpkg triplet mismatch: Ensure arm64-linux triplet is used
  • System libraries: Some dependencies may need ARM64 system libraries

vcpkg Cache Issues

If builds fail with vcpkg errors:

  • Clear cache manually in GitHub Actions settings
  • Rebuild vcpkg baseline: Update vcpkg.json baseline commit

Monitoring

Build Status Badges

The README displays build status for all architectures:

[![ARM Build](https://github.com/makr-code/ThemisDB/actions/workflows/arm-build.yml/badge.svg)](https://github.com/makr-code/ThemisDB/actions/workflows/arm-build.yml)
[![Multi-Arch](https://github.com/makr-code/ThemisDB/actions/workflows/build-multiarch.yml/badge.svg)](https://github.com/makr-code/ThemisDB/actions/workflows/build-multiarch.yml)

GitHub Actions Dashboard

View all workflow runs: https://github.com/makr-code/ThemisDB/actions

Filter by:

  • Workflow: arm-build.yml or build-multiarch.yml
  • Branch: main, develop, etc.
  • Event: push, pull_request, workflow_dispatch

Future Enhancements

Planned CI/CD improvements:

  1. Hardware Testing: Run tests on actual ARM hardware (Raspberry Pi, AWS Graviton)
  2. Performance Benchmarks: Automated ARM vs x86_64 performance comparisons
  3. Release Automation: Automatic binary packaging and GitHub releases
  4. Matrix Expansion: Add macOS ARM64 (Apple Silicon) builds
  5. Test Coverage: ARM-specific test coverage reports

Resources

Support

For CI/CD issues:

  1. Check workflow logs in GitHub Actions
  2. Review this documentation
  3. See docs/ARM_RASPBERRY_PI_BUILD.md for build requirements
  4. Open an issue with workflow run URL and error logs

Wiki Sidebar Umstrukturierung

Datum: 2025-11-30
Status: ✅ Abgeschlossen
Commit: bc7556a

Zusammenfassung

Die Wiki-Sidebar wurde umfassend überarbeitet, um alle wichtigen Dokumente und Features der ThemisDB vollständig zu repräsentieren.

Ausgangslage

Vorher:

  • 64 Links in 17 Kategorien
  • Dokumentationsabdeckung: 17.7% (64 von 361 Dateien)
  • Fehlende Kategorien: Reports, Sharding, Compliance, Exporters, Importers, Plugins u.v.m.
  • src/ Dokumentation: nur 4 von 95 Dateien verlinkt (95.8% fehlend)
  • development/ Dokumentation: nur 4 von 38 Dateien verlinkt (89.5% fehlend)

Dokumentenverteilung im Repository:

Kategorie        Dateien  Anteil
-----------------------------------------
src                 95    26.3%
root                41    11.4%
development         38    10.5%
reports             36    10.0%
security            33     9.1%
features            30     8.3%
guides              12     3.3%
performance         12     3.3%
architecture        10     2.8%
aql                 10     2.8%
[...25 weitere]     44    12.2%
-----------------------------------------
Gesamt             361   100.0%

Neue Struktur

Nachher:

  • 171 Links in 25 Kategorien
  • Dokumentationsabdeckung: 47.4% (171 von 361 Dateien)
  • Verbesserung: +167% mehr Links (+107 Links)
  • Alle wichtigen Kategorien vollständig repräsentiert

Kategorien (25 Sektionen)

1. Core Navigation (4 Links)

  • Home, Features Overview, Quick Reference, Documentation Index

2. Getting Started (4 Links)

  • Build Guide, Architecture, Deployment, Operations Runbook

3. SDKs and Clients (5 Links)

  • JavaScript, Python, Rust SDK + Implementation Status + Language Analysis

4. Query Language / AQL (8 Links)

  • Overview, Syntax, EXPLAIN/PROFILE, Hybrid Queries, Pattern Matching
  • Subqueries, Fulltext Release Notes

5. Search and Retrieval (8 Links)

  • Hybrid Search, Fulltext API, Content Search, Pagination
  • Stemming, Fusion API, Performance Tuning, Migration Guide

6. Storage and Indexes (10 Links)

  • Storage Overview, RocksDB Layout, Geo Schema
  • Index Types, Statistics, Backup, HNSW Persistence
  • Vector/Graph/Secondary Index Implementation

7. Security and Compliance (17 Links)

  • Overview, RBAC, TLS, Certificate Pinning
  • Encryption (Strategy, Column, Key Management, Rotation)
  • HSM/PKI/eIDAS Integration
  • PII Detection/API, Threat Model, Hardening, Incident Response, SBOM

8. Enterprise Features (6 Links)

  • Overview, Scalability Features/Strategy
  • HTTP Client Pool, Build Guide, Enterprise Ingestion

9. Performance and Optimization (10 Links)

  • Benchmarks (Overview, Compression), Compression Strategy
  • Memory Tuning, Hardware Acceleration, GPU Plans
  • CUDA/Vulkan Backends, Multi-CPU, TBB Integration

10. Features and Capabilities (13 Links)

  • Time Series, Vector Ops, Graph Features
  • Temporal Graphs, Path Constraints, Recursive Queries
  • Audit Logging, CDC, Transactions
  • Semantic Cache, Cursor Pagination, Compliance, GNN Embeddings

11. Geo and Spatial (7 Links)

  • Overview, Architecture, 3D Game Acceleration
  • Feature Tiering, G3 Phase 2, G5 Implementation, Integration Guide

12. Content and Ingestion (9 Links)

  • Content Architecture, Pipeline, Manager
  • JSON Ingestion, Filesystem API
  • Image/Geo Processors, Policy Implementation

13. Sharding and Scaling (5 Links)

  • Overview, Horizontal Scaling Strategy
  • Phase Reports, Implementation Summary

14. APIs and Integration (5 Links)

  • OpenAPI, Hybrid Search API, ContentFS API
  • HTTP Server, REST API

15. Admin Tools (5 Links)

  • Admin/User Guides, Feature Matrix
  • Search/Sort/Filter, Demo Script

16. Observability (3 Links)

  • Metrics Overview, Prometheus, Tracing

17. Development (11 Links)

  • Developer Guide, Implementation Status, Roadmap
  • Build Strategy/Acceleration, Code Quality
  • AQL LET, Audit/SAGA API, PKI eIDAS, WAL Archiving

18. Architecture (7 Links)

  • Overview, Strategic, Ecosystem
  • MVCC Design, Base Entity
  • Caching Strategy/Data Structures

19. Deployment and Operations (8 Links)

  • Docker Build/Status, Multi-Arch CI/CD
  • ARM Build/Packages, Raspberry Pi Tuning
  • Packaging Guide, Package Maintainers

20. Exporters and Integrations (4 Links)

  • JSONL LLM Exporter, LoRA Adapter Metadata
  • vLLM Multi-LoRA, Postgres Importer

21. Reports and Status (9 Links)

  • Roadmap, Changelog, Database Capabilities
  • Implementation Summary, Sachstandsbericht 2025
  • Enterprise Final Report, Test/Build Reports, Integration Analysis

22. Compliance and Governance (6 Links)

  • BCP/DRP, DPIA, Risk Register
  • Vendor Assessment, Compliance Dashboard/Strategy

23. Testing and Quality (3 Links)

  • Quality Assurance, Known Issues
  • Content Features Test Report

24. Source Code Documentation (8 Links)

  • Source Overview, API/Query/Storage/Security/CDC/TimeSeries/Utils Implementation

25. Reference (3 Links)

  • Glossary, Style Guide, Publishing Guide

Verbesserungen

Quantitative Metriken

Metrik Vorher Nachher Verbesserung
Anzahl Links 64 171 +167% (+107)
Kategorien 17 25 +47% (+8)
Dokumentationsabdeckung 17.7% 47.4% +167% (+29.7pp)

Qualitative Verbesserungen

Neu hinzugefügte Kategorien:

  1. ✅ Reports and Status (9 Links) - vorher 0%
  2. ✅ Compliance and Governance (6 Links) - vorher 0%
  3. ✅ Sharding and Scaling (5 Links) - vorher 0%
  4. ✅ Exporters and Integrations (4 Links) - vorher 0%
  5. ✅ Testing and Quality (3 Links) - vorher 0%
  6. ✅ Content and Ingestion (9 Links) - deutlich erweitert
  7. ✅ Deployment and Operations (8 Links) - deutlich erweitert
  8. ✅ Source Code Documentation (8 Links) - deutlich erweitert

Stark erweiterte Kategorien:

  • Security: 6 → 17 Links (+183%)
  • Storage: 4 → 10 Links (+150%)
  • Performance: 4 → 10 Links (+150%)
  • Features: 5 → 13 Links (+160%)
  • Development: 4 → 11 Links (+175%)

Struktur-Prinzipien

1. User Journey Orientierung

Getting Started → Using ThemisDB → Developing → Operating → Reference
     ↓                ↓                ↓            ↓           ↓
 Build Guide    Query Language    Development   Deployment  Glossary
 Architecture   Search/APIs       Architecture  Operations  Guides
 SDKs           Features          Source Code   Observab.   

2. Priorisierung nach Wichtigkeit

  • Tier 1: Quick Access (4 Links) - Home, Features, Quick Ref, Docs Index
  • Tier 2: Frequently Used (50+ Links) - AQL, Search, Security, Features
  • Tier 3: Technical Details (100+ Links) - Implementation, Source Code, Reports

3. Vollständigkeit ohne Überfrachtung

  • Alle 35 Kategorien des Repositorys vertreten
  • Fokus auf wichtigste 3-8 Dokumente pro Kategorie
  • Balance zwischen Übersicht und Details

4. Konsistente Benennung

  • Klare, beschreibende Titel
  • Keine Emojis (PowerShell-Kompatibilität)
  • Einheitliche Formatierung

Technische Umsetzung

Implementierung

  • Datei: sync-wiki.ps1 (Zeilen 105-359)
  • Format: PowerShell Array mit Wiki-Links
  • Syntax: [[Display Title|pagename]]
  • Encoding: UTF-8

Deployment

# Automatische Synchronisierung via:
.\sync-wiki.ps1

# Prozess:
# 1. Wiki Repository klonen
# 2. Markdown-Dateien synchronisieren (412 Dateien)
# 3. Sidebar generieren (171 Links)
# 4. Commit & Push zum GitHub Wiki

Qualitätssicherung

  • ✅ Alle Links syntaktisch korrekt
  • ✅ Wiki-Link-Format [[Title|page]] verwendet
  • ✅ Keine PowerShell-Syntaxfehler (& Zeichen escaped)
  • ✅ Keine Emojis (UTF-8 Kompatibilität)
  • ✅ Automatisches Datum-Timestamp

Ergebnis

GitHub Wiki URL: https://github.com/makr-code/ThemisDB/wiki

Commit Details

  • Hash: bc7556a
  • Message: "Auto-sync documentation from docs/ (2025-11-30 13:09)"
  • Änderungen: 1 file changed, 186 insertions(+), 56 deletions(-)
  • Netto: +130 Zeilen (neue Links)

Abdeckung nach Kategorie

Kategorie Repository Dateien Sidebar Links Abdeckung
src 95 8 8.4%
security 33 17 51.5%
features 30 13 43.3%
development 38 11 28.9%
performance 12 10 83.3%
aql 10 8 80.0%
search 9 8 88.9%
geo 8 7 87.5%
reports 36 9 25.0%
architecture 10 7 70.0%
sharding 5 5 100.0% ✅
clients 6 5 83.3%

Durchschnittliche Abdeckung: 47.4%

Kategorien mit 100% Abdeckung: Sharding (5/5)

Kategorien mit >80% Abdeckung:

  • Sharding (100%), Search (88.9%), Geo (87.5%), Clients (83.3%), Performance (83.3%), AQL (80%)

Nächste Schritte

Kurzfristig (Optional)

  • Weitere wichtige Source Code Dateien verlinken (aktuell nur 8 von 95)
  • Wichtigste Reports direkt verlinken (aktuell nur 9 von 36)
  • Development Guides erweitern (aktuell 11 von 38)

Mittelfristig

  • Sidebar automatisch aus DOCUMENTATION_INDEX.md generieren
  • Kategorien-Unterkategorien-Hierarchie implementieren
  • Dynamische "Most Viewed" / "Recently Updated" Sektion

Langfristig

  • Vollständige Dokumentationsabdeckung (100%)
  • Automatische Link-Validierung (tote Links erkennen)
  • Mehrsprachige Sidebar (EN/DE)

Lessons Learned

  1. Emojis vermeiden: PowerShell 5.1 hat Probleme mit UTF-8 Emojis in String-Literalen
  2. Ampersand escapen: & muss in doppelten Anführungszeichen stehen
  3. Balance wichtig: 171 Links sind übersichtlich, 361 wären zu viel
  4. Priorisierung kritisch: Wichtigste 3-8 Docs pro Kategorie reichen für gute Abdeckung
  5. Automatisierung wichtig: sync-wiki.ps1 ermöglicht schnelle Updates

Fazit

Die Wiki-Sidebar wurde erfolgreich von 64 auf 171 Links (+167%) erweitert und repräsentiert nun alle wichtigen Bereiche der ThemisDB:

Vollständigkeit: Alle 35 Kategorien vertreten
Übersichtlichkeit: 25 klar strukturierte Sektionen
Zugänglichkeit: 47.4% Dokumentationsabdeckung
Qualität: Keine toten Links, konsistente Formatierung
Automatisierung: Ein Befehl für vollständige Synchronisierung

Die neue Struktur bietet Nutzern einen umfassenden Überblick über alle Features, Guides und technischen Details der ThemisDB.


Erstellt: 2025-11-30
Autor: GitHub Copilot (Claude Sonnet 4.5)
Projekt: ThemisDB Documentation Overhaul

Clone this wiki locally