chore: review docs
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Jesús Pérez
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@ -1,6 +1,6 @@
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[book]
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authors = ["Provisioning Platform Team"]
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description = "Complete documentation for the Provisioning Platform - Infrastructure automation with Nushell, KCL, and Rust"
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description = "Complete documentation for the Provisioning Platform - Infrastructure automation with Nushell, Nickel, and Rust"
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language = "en"
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multilingual = false
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src = "src"
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@ -54,7 +54,7 @@ smart-punctuation = true
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use-boolean-and = true
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[output.html.code.highlightjs]
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additional-languages = ["nushell", "toml", "yaml", "bash", "rust", "kcl"]
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additional-languages = ["nushell", "toml", "yaml", "bash", "rust", "nickel"]
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[output.html.code]
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hidelines = {}
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@ -9,7 +9,7 @@
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<!-- Custom HTML head -->
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<meta name="description" content="Complete documentation for the Provisioning Platform - Infrastructure automation with Nushell, KCL, and Rust">
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<meta name="description" content="Complete documentation for the Provisioning Platform - Infrastructure automation with Nushell, Nickel, and Rust">
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<meta name="viewport" content="width=device-width, initial-scale=1">
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<meta name="theme-color" content="#ffffff">
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@ -8,7 +8,7 @@
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<!-- Custom HTML head -->
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<meta name="description" content="Complete documentation for the Provisioning Platform - Infrastructure automation with Nushell, KCL, and Rust">
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<meta name="description" content="Complete documentation for the Provisioning Platform - Infrastructure automation with Nushell, Nickel, and Rust">
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<meta name="viewport" content="width=device-width, initial-scale=1">
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<meta name="theme-color" content="#ffffff">
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@ -178,7 +178,8 @@
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<strong>Decision Makers</strong>: Architecture Team</p>
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<hr />
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<h2 id="context"><a class="header" href="#context">Context</a></h2>
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<p>The Provisioning platform required a comprehensive, enterprise-grade security system covering authentication, authorization, secrets management, MFA, compliance, and emergency access. The system needed to be production-ready, scalable, and compliant with GDPR, SOC2, and ISO 27001.</p>
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<p>The Provisioning platform required a comprehensive, enterprise-grade security system covering authentication, authorization, secrets management, MFA,
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compliance, and emergency access. The system needed to be production-ready, scalable, and compliant with GDPR, SOC2, and ISO 27001.</p>
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<hr />
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<h2 id="decision"><a class="header" href="#decision">Decision</a></h2>
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<p>Implement a complete security architecture using 12 specialized components organized in 4 implementation groups.</p>
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@ -734,7 +735,7 @@ cargo test --test break_glass_integration_tests
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<i class="fa fa-angle-left"></i>
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</a>
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<a rel="next prefetch" href="../../architecture/adr/ADR-010-configuration-format-strategy.html" class="mobile-nav-chapters next" title="Next chapter" aria-label="Next chapter" aria-keyshortcuts="Right">
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<a rel="next prefetch" href="../../architecture/adr/adr-010-configuration-format-strategy.html" class="mobile-nav-chapters next" title="Next chapter" aria-label="Next chapter" aria-keyshortcuts="Right">
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<i class="fa fa-angle-right"></i>
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</a>
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@ -748,7 +749,7 @@ cargo test --test break_glass_integration_tests
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<i class="fa fa-angle-left"></i>
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</a>
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<a rel="next prefetch" href="../../architecture/adr/ADR-010-configuration-format-strategy.html" class="nav-chapters next" title="Next chapter" aria-label="Next chapter" aria-keyshortcuts="Right">
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<a rel="next prefetch" href="../../architecture/adr/adr-010-configuration-format-strategy.html" class="nav-chapters next" title="Next chapter" aria-label="Next chapter" aria-keyshortcuts="Right">
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<i class="fa fa-angle-right"></i>
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</a>
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</nav>
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@ -8,7 +8,7 @@
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<!-- Custom HTML head -->
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<meta name="description" content="Complete documentation for the Provisioning Platform - Infrastructure automation with Nushell, KCL, and Rust">
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<meta name="description" content="Complete documentation for the Provisioning Platform - Infrastructure automation with Nushell, Nickel, and Rust">
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<meta name="viewport" content="width=device-width, initial-scale=1">
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<meta name="theme-color" content="#ffffff">
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@ -174,7 +174,8 @@
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<main>
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<h1 id="integration-patterns"><a class="header" href="#integration-patterns">Integration Patterns</a></h1>
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<h2 id="overview"><a class="header" href="#overview">Overview</a></h2>
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<p>Provisioning implements sophisticated integration patterns to coordinate between its hybrid Rust/Nushell architecture, manage multi-provider workflows, and enable extensible functionality. This document outlines the key integration patterns, their implementations, and best practices.</p>
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<p>Provisioning implements sophisticated integration patterns to coordinate between its hybrid Rust/Nushell architecture, manage multi-provider
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workflows, and enable extensible functionality. This document outlines the key integration patterns, their implementations, and best practices.</p>
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<h2 id="core-integration-patterns"><a class="header" href="#core-integration-patterns">Core Integration Patterns</a></h2>
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<h3 id="1-hybrid-language-integration"><a class="header" href="#1-hybrid-language-integration">1. Hybrid Language Integration</a></h3>
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<h4 id="rust-to-nushell-communication-pattern"><a class="header" href="#rust-to-nushell-communication-pattern">Rust-to-Nushell Communication Pattern</a></h4>
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@ -680,7 +681,8 @@ mod integration_tests {
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assert_eq!(result.unwrap().status, WorkflowStatus::Completed);
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}
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}</code></pre>
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<p>These integration patterns provide the foundation for the system’s sophisticated multi-component architecture, enabling reliable, scalable, and maintainable infrastructure automation.</p>
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<p>These integration patterns provide the foundation for the system’s sophisticated multi-component architecture, enabling reliable, scalable, and
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maintainable infrastructure automation.</p>
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</main>
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@ -8,7 +8,7 @@
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<!-- Custom HTML head -->
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<meta name="description" content="Complete documentation for the Provisioning Platform - Infrastructure automation with Nushell, KCL, and Rust">
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<meta name="description" content="Complete documentation for the Provisioning Platform - Infrastructure automation with Nushell, Nickel, and Rust">
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<meta name="viewport" content="width=device-width, initial-scale=1">
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<meta name="theme-color" content="#ffffff">
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@ -177,7 +177,9 @@
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<strong>Status:</strong> Strategic Analysis
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<strong>Related:</strong> <a href="repo-dist-analysis.html">Repository Distribution Analysis</a></p>
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<h2 id="executive-summary"><a class="header" href="#executive-summary">Executive Summary</a></h2>
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<p>This document analyzes a <strong>multi-repository strategy</strong> as an alternative to the monorepo approach. After careful consideration of the provisioning system’s architecture, a <strong>hybrid approach with 4 core repositories</strong> is recommended, avoiding submodules in favor of a cleaner package-based dependency model.</p>
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<p>This document analyzes a <strong>multi-repository strategy</strong> as an alternative to the monorepo approach. After careful consideration of the provisioning
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system’s architecture, a <strong>hybrid approach with 4 core repositories</strong> is recommended, avoiding submodules in favor of a cleaner package-based
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dependency model.</p>
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<hr />
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<h2 id="repository-architecture-options"><a class="header" href="#repository-architecture-options">Repository Architecture Options</a></h2>
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<h3 id="option-a-pure-monorepo-original-recommendation"><a class="header" href="#option-a-pure-monorepo-original-recommendation">Option A: Pure Monorepo (Original Recommendation)</a></h3>
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@ -1041,7 +1043,8 @@ provisioning-distribution/ (Repo 5, ~30 MB)
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</ul>
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<p><strong>Avoid:</strong> Submodules (complexity nightmare)</p>
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<p><strong>Use:</strong> Package-based dependencies with version compatibility matrix</p>
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<p>This architecture scales better for your project’s growth, supports a community extension ecosystem, and provides professional-grade separation of concerns while maintaining integration through a well-designed package system.</p>
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<p>This architecture scales better for your project’s growth, supports a community extension ecosystem, and provides professional-grade separation of
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concerns while maintaining integration through a well-designed package system.</p>
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<hr />
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<h2 id="next-steps"><a class="header" href="#next-steps">Next Steps</a></h2>
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<ol>
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@ -8,7 +8,7 @@
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<!-- Custom HTML head -->
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<meta name="description" content="Complete documentation for the Provisioning Platform - Infrastructure automation with Nushell, KCL, and Rust">
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<meta name="description" content="Complete documentation for the Provisioning Platform - Infrastructure automation with Nushell, Nickel, and Rust">
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<meta name="viewport" content="width=device-width, initial-scale=1">
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@ -177,7 +177,8 @@
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<strong>Date</strong>: 2025-10-08
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<strong>Status</strong>: Implemented</p>
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<h2 id="overview"><a class="header" href="#overview">Overview</a></h2>
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<p>Complete authentication and authorization flow integration for the Provisioning Orchestrator, connecting all security components (JWT validation, MFA verification, Cedar authorization, rate limiting, and audit logging) into a cohesive security middleware chain.</p>
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<p>Complete authentication and authorization flow integration for the Provisioning Orchestrator, connecting all security components (JWT validation, MFA
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verification, Cedar authorization, rate limiting, and audit logging) into a cohesive security middleware chain.</p>
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<h2 id="architecture"><a class="header" href="#architecture">Architecture</a></h2>
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<h3 id="security-middleware-chain"><a class="header" href="#security-middleware-chain">Security Middleware Chain</a></h3>
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<p>The middleware chain is applied in this specific order to ensure proper security:</p>
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@ -8,7 +8,7 @@
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<!-- Custom HTML head -->
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<meta name="description" content="Complete documentation for the Provisioning Platform - Infrastructure automation with Nushell, KCL, and Rust">
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<meta name="description" content="Complete documentation for the Provisioning Platform - Infrastructure automation with Nushell, Nickel, and Rust">
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<meta name="viewport" content="width=device-width, initial-scale=1">
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@ -177,7 +177,9 @@
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<strong>Status:</strong> Clarification Document
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<strong>Related:</strong> <a href="multi-repo-strategy.html">Multi-Repo Strategy</a>, <a href="../user/hybrid-orchestrator.html">Hybrid Orchestrator v3.0</a></p>
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<h2 id="executive-summary"><a class="header" href="#executive-summary">Executive Summary</a></h2>
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<p>This document clarifies <strong>how the Rust orchestrator integrates with Nushell core</strong> in both monorepo and multi-repo architectures. The orchestrator is a <strong>critical performance layer</strong> that coordinates Nushell business logic execution, solving deep call stack limitations while preserving all existing functionality.</p>
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<p>This document clarifies <strong>how the Rust orchestrator integrates with Nushell core</strong> in both monorepo and multi-repo architectures. The orchestrator is
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a <strong>critical performance layer</strong> that coordinates Nushell business logic execution, solving deep call stack limitations while preserving all existing
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functionality.</p>
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<hr />
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<h2 id="current-architecture-hybrid-orchestrator-v30"><a class="header" href="#current-architecture-hybrid-orchestrator-v30">Current Architecture (Hybrid Orchestrator v3.0)</a></h2>
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<h3 id="the-problem-being-solved"><a class="header" href="#the-problem-being-solved">The Problem Being Solved</a></h3>
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@ -606,7 +608,7 @@ CLI → servers/list.nu → Query state → Return results
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<ol>
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<li>
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<p><strong>Eliminates Deep Call Stack Issues</strong></p>
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<pre><code>
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<pre><code class="language-text">
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Without Orchestrator:
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template.nu → calls → cluster.nu → calls → taskserv.nu → calls → provider.nu
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(Deep nesting causes "Type not supported" errors)
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@ -617,22 +619,20 @@ Orchestrator → spawns → Nushell subprocess (flat execution)
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</code></pre>
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</li>
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</ol>
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<pre><code>
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2. **Performance Optimization**
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<li>
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<p><strong>Performance Optimization</strong></p>
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<pre><code class="language-rust">// Orchestrator executes tasks in parallel
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let tasks = vec![task1, task2, task3, task4, task5];
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```rust
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// Orchestrator executes tasks in parallel
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let tasks = vec![task1, task2, task3, task4, task5];
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let results = futures::future::join_all(
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tasks.iter().map(|t| execute_task(t))
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).await;
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let results = futures::future::join_all(
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tasks.iter().map(|t| execute_task(t))
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).await;
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// 5 Nushell subprocesses run concurrently
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</code></pre>
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<ol>
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<li><strong>Reliable State Management</strong></li>
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// 5 Nushell subprocesses run concurrently</code></pre>
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</li>
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<li>
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<p><strong>Reliable State Management</strong></p>
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</li>
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</ol>
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<pre><code class="language-plaintext"> Orchestrator maintains:
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- Task queue (survives crashes)
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@ -1,221 +0,0 @@
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@ -8,7 +8,7 @@
|
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<!-- Custom HTML head -->
|
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<meta name="description" content="Complete documentation for the Provisioning Platform - Infrastructure automation with Nushell, KCL, and Rust">
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<meta name="description" content="Complete documentation for the Provisioning Platform - Infrastructure automation with Nushell, Nickel, and Rust">
|
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<main>
|
||||
<h1 id="build-system-documentation"><a class="header" href="#build-system-documentation">Build System Documentation</a></h1>
|
||||
<p>This document provides comprehensive documentation for the provisioning project’s build system, including the complete Makefile reference with 40+ targets, build tools, compilation instructions, and troubleshooting.</p>
|
||||
<p>This document provides comprehensive documentation for the provisioning project’s build system, including the complete Makefile reference with 40+
|
||||
targets, build tools, compilation instructions, and troubleshooting.</p>
|
||||
<h2 id="table-of-contents"><a class="header" href="#table-of-contents">Table of Contents</a></h2>
|
||||
<ol>
|
||||
<li><a href="#overview">Overview</a></li>
|
||||
@ -1022,7 +1023,8 @@ make ci-test
|
||||
# Full CI/CD pipeline
|
||||
make ci-release
|
||||
</code></pre>
|
||||
<p>This build system provides a comprehensive, maintainable foundation for the provisioning project’s development lifecycle, from local development to production releases.</p>
|
||||
<p>This build system provides a comprehensive, maintainable foundation for the provisioning project’s development lifecycle, from local development to
|
||||
production releases.</p>
|
||||
|
||||
</main>
|
||||
|
||||
@ -1032,7 +1034,7 @@ make ci-release
|
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|
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@ -1046,7 +1048,7 @@ make ci-release
|
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|
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@ -8,7 +8,7 @@
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<!-- Custom HTML head -->
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<meta name="description" content="Complete documentation for the Provisioning Platform - Infrastructure automation with Nushell, KCL, and Rust">
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@ -173,7 +173,8 @@
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<div id="content" class="content">
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<main>
|
||||
<h1 id="distribution-process-documentation"><a class="header" href="#distribution-process-documentation">Distribution Process Documentation</a></h1>
|
||||
<p>This document provides comprehensive documentation for the provisioning project’s distribution process, covering release workflows, package generation, multi-platform distribution, and rollback procedures.</p>
|
||||
<p>This document provides comprehensive documentation for the provisioning project’s distribution process, covering release workflows, package
|
||||
generation, multi-platform distribution, and rollback procedures.</p>
|
||||
<h2 id="table-of-contents"><a class="header" href="#table-of-contents">Table of Contents</a></h2>
|
||||
<ol>
|
||||
<li><a href="#overview">Overview</a></li>
|
||||
@ -188,7 +189,8 @@
|
||||
<li><a href="#troubleshooting">Troubleshooting</a></li>
|
||||
</ol>
|
||||
<h2 id="overview"><a class="header" href="#overview">Overview</a></h2>
|
||||
<p>The distribution system provides a comprehensive solution for creating, packaging, and distributing provisioning across multiple platforms with automated release management.</p>
|
||||
<p>The distribution system provides a comprehensive solution for creating, packaging, and distributing provisioning across multiple platforms with
|
||||
automated release management.</p>
|
||||
<p><strong>Key Features</strong>:</p>
|
||||
<ul>
|
||||
<li><strong>Multi-Platform Support</strong>: Linux, macOS, Windows with multiple architectures</li>
|
||||
@ -988,13 +990,14 @@ make status
|
||||
top
|
||||
df -h
|
||||
</code></pre>
|
||||
<p>This distribution process provides a robust, automated pipeline for creating, validating, and distributing provisioning across multiple platforms while maintaining high quality and reliability standards.</p>
|
||||
<p>This distribution process provides a robust, automated pipeline for creating, validating, and distributing provisioning across multiple platforms
|
||||
while maintaining high quality and reliability standards.</p>
|
||||
|
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</main>
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<i class="fa fa-angle-left"></i>
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@ -1008,7 +1011,7 @@ df -h
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</div>
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File diff suppressed because it is too large
Load Diff
@ -8,7 +8,7 @@
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<!-- Custom HTML head -->
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|
||||
<meta name="description" content="Complete documentation for the Provisioning Platform - Infrastructure automation with Nushell, KCL, and Rust">
|
||||
<meta name="description" content="Complete documentation for the Provisioning Platform - Infrastructure automation with Nushell, Nickel, and Rust">
|
||||
<meta name="viewport" content="width=device-width, initial-scale=1">
|
||||
<meta name="theme-color" content="#ffffff">
|
||||
|
||||
@ -178,7 +178,8 @@
|
||||
<strong>Priority:</strong> High
|
||||
<strong>Related:</strong> <a href="../architecture/repo-dist-analysis.html">Architecture Analysis</a></p>
|
||||
<h2 id="overview"><a class="header" href="#overview">Overview</a></h2>
|
||||
<p>This guide provides step-by-step instructions for implementing the repository restructuring and distribution system improvements. Each phase includes specific commands, validation steps, and rollback procedures.</p>
|
||||
<p>This guide provides step-by-step instructions for implementing the repository restructuring and distribution system improvements. Each phase includes
|
||||
specific commands, validation steps, and rollback procedures.</p>
|
||||
<hr />
|
||||
<h2 id="prerequisites"><a class="header" href="#prerequisites">Prerequisites</a></h2>
|
||||
<h3 id="required-tools"><a class="header" href="#required-tools">Required Tools</a></h3>
|
||||
@ -974,7 +975,7 @@ Day 16: Release prepared</li>
|
||||
<i class="fa fa-angle-left"></i>
|
||||
</a>
|
||||
|
||||
<a rel="next prefetch" href="../development/taskserv-developer-guide.html" class="mobile-nav-chapters next" title="Next chapter" aria-label="Next chapter" aria-keyshortcuts="Right">
|
||||
<a rel="next prefetch" href="../development/project-structure.html" class="mobile-nav-chapters next" title="Next chapter" aria-label="Next chapter" aria-keyshortcuts="Right">
|
||||
<i class="fa fa-angle-right"></i>
|
||||
</a>
|
||||
|
||||
@ -988,7 +989,7 @@ Day 16: Release prepared</li>
|
||||
<i class="fa fa-angle-left"></i>
|
||||
</a>
|
||||
|
||||
<a rel="next prefetch" href="../development/taskserv-developer-guide.html" class="nav-chapters next" title="Next chapter" aria-label="Next chapter" aria-keyshortcuts="Right">
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||||
<a rel="next prefetch" href="../development/project-structure.html" class="nav-chapters next" title="Next chapter" aria-label="Next chapter" aria-keyshortcuts="Right">
|
||||
<i class="fa fa-angle-right"></i>
|
||||
</a>
|
||||
</nav>
|
||||
|
||||
@ -8,7 +8,7 @@
|
||||
|
||||
<!-- Custom HTML head -->
|
||||
|
||||
<meta name="description" content="Complete documentation for the Provisioning Platform - Infrastructure automation with Nushell, KCL, and Rust">
|
||||
<meta name="description" content="Complete documentation for the Provisioning Platform - Infrastructure automation with Nushell, Nickel, and Rust">
|
||||
<meta name="viewport" content="width=device-width, initial-scale=1">
|
||||
<meta name="theme-color" content="#ffffff">
|
||||
|
||||
@ -173,7 +173,8 @@
|
||||
<div id="content" class="content">
|
||||
<main>
|
||||
<h1 id="integration-guide"><a class="header" href="#integration-guide">Integration Guide</a></h1>
|
||||
<p>This document explains how the new project structure integrates with existing systems, API compatibility and versioning, database migration strategies, deployment considerations, and monitoring and observability.</p>
|
||||
<p>This document explains how the new project structure integrates with existing systems, API compatibility and versioning, database migration
|
||||
strategies, deployment considerations, and monitoring and observability.</p>
|
||||
<h2 id="table-of-contents"><a class="header" href="#table-of-contents">Table of Contents</a></h2>
|
||||
<ol>
|
||||
<li><a href="#overview">Overview</a></li>
|
||||
@ -187,7 +188,8 @@
|
||||
<li><a href="#troubleshooting-integration-issues">Troubleshooting Integration Issues</a></li>
|
||||
</ol>
|
||||
<h2 id="overview"><a class="header" href="#overview">Overview</a></h2>
|
||||
<p>Provisioning has been designed with integration as a core principle, ensuring seamless compatibility between new development-focused components and existing production systems while providing clear migration pathways.</p>
|
||||
<p>Provisioning has been designed with integration as a core principle, ensuring seamless compatibility between new development-focused components and
|
||||
existing production systems while providing clear migration pathways.</p>
|
||||
<p><strong>Integration Principles</strong>:</p>
|
||||
<ul>
|
||||
<li><strong>Backward Compatibility</strong>: All existing APIs and interfaces remain functional</li>
|
||||
@ -1244,7 +1246,8 @@ provisioning server create test-server 2xCPU-4 GB --debug-integration
|
||||
}
|
||||
}
|
||||
</code></pre>
|
||||
<p>This integration guide provides a comprehensive framework for seamlessly integrating new development components with existing production systems while maintaining reliability, compatibility, and clear migration pathways.</p>
|
||||
<p>This integration guide provides a comprehensive framework for seamlessly integrating new development components with existing production systems while
|
||||
maintaining reliability, compatibility, and clear migration pathways.</p>
|
||||
|
||||
</main>
|
||||
|
||||
|
||||
@ -8,7 +8,7 @@
|
||||
|
||||
<!-- Custom HTML head -->
|
||||
|
||||
<meta name="description" content="Complete documentation for the Provisioning Platform - Infrastructure automation with Nushell, KCL, and Rust">
|
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<meta name="description" content="Complete documentation for the Provisioning Platform - Infrastructure automation with Nushell, Nickel, and Rust">
|
||||
<meta name="viewport" content="width=device-width, initial-scale=1">
|
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<meta name="theme-color" content="#ffffff">
|
||||
|
||||
@ -173,7 +173,8 @@
|
||||
<div id="content" class="content">
|
||||
<main>
|
||||
<h1 id="project-structure-guide"><a class="header" href="#project-structure-guide">Project Structure Guide</a></h1>
|
||||
<p>This document provides a comprehensive overview of the provisioning project’s structure after the major reorganization, explaining both the new development-focused organization and the preserved existing functionality.</p>
|
||||
<p>This document provides a comprehensive overview of the provisioning project’s structure after the major reorganization, explaining both the new
|
||||
development-focused organization and the preserved existing functionality.</p>
|
||||
<h2 id="table-of-contents"><a class="header" href="#table-of-contents">Table of Contents</a></h2>
|
||||
<ol>
|
||||
<li><a href="#overview">Overview</a></li>
|
||||
@ -501,17 +502,18 @@ nu workspace/extensions/providers/my-provider/nulib/provider.nu test
|
||||
<li><strong>Documentation</strong>: Comprehensive documentation and examples</li>
|
||||
<li><strong>Testing Framework</strong>: Built-in testing and validation tools</li>
|
||||
</ul>
|
||||
<p>This structure represents a significant evolution in the project’s organization while maintaining complete backward compatibility and providing powerful new development capabilities.</p>
|
||||
<p>This structure represents a significant evolution in the project’s organization while maintaining complete backward compatibility and providing
|
||||
powerful new development capabilities.</p>
|
||||
|
||||
</main>
|
||||
|
||||
<nav class="nav-wrapper" aria-label="Page navigation">
|
||||
<!-- Mobile navigation buttons -->
|
||||
<a rel="prev" href="../development/taskserv-quick-guide.html" class="mobile-nav-chapters previous" title="Previous chapter" aria-label="Previous chapter" aria-keyshortcuts="Left">
|
||||
<a rel="prev" href="../development/implementation-guide.html" class="mobile-nav-chapters previous" title="Previous chapter" aria-label="Previous chapter" aria-keyshortcuts="Left">
|
||||
<i class="fa fa-angle-left"></i>
|
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</a>
|
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|
||||
<a rel="next prefetch" href="../development/provider-agnostic-architecture.html" class="mobile-nav-chapters next" title="Next chapter" aria-label="Next chapter" aria-keyshortcuts="Right">
|
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<a rel="next prefetch" href="../development/ctrl-c-implementation-notes.html" class="mobile-nav-chapters next" title="Next chapter" aria-label="Next chapter" aria-keyshortcuts="Right">
|
||||
<i class="fa fa-angle-right"></i>
|
||||
</a>
|
||||
|
||||
@ -521,11 +523,11 @@ nu workspace/extensions/providers/my-provider/nulib/provider.nu test
|
||||
</div>
|
||||
|
||||
<nav class="nav-wide-wrapper" aria-label="Page navigation">
|
||||
<a rel="prev" href="../development/taskserv-quick-guide.html" class="nav-chapters previous" title="Previous chapter" aria-label="Previous chapter" aria-keyshortcuts="Left">
|
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<a rel="prev" href="../development/implementation-guide.html" class="nav-chapters previous" title="Previous chapter" aria-label="Previous chapter" aria-keyshortcuts="Left">
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<i class="fa fa-angle-left"></i>
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|
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|
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<a rel="next prefetch" href="../development/provider-agnostic-architecture.html" class="nav-chapters next" title="Next chapter" aria-label="Next chapter" aria-keyshortcuts="Right">
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<a rel="next prefetch" href="../development/ctrl-c-implementation-notes.html" class="nav-chapters next" title="Next chapter" aria-label="Next chapter" aria-keyshortcuts="Right">
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<i class="fa fa-angle-right"></i>
|
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</a>
|
||||
</nav>
|
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|
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@ -8,7 +8,7 @@
|
||||
|
||||
<!-- Custom HTML head -->
|
||||
|
||||
<meta name="description" content="Complete documentation for the Provisioning Platform - Infrastructure automation with Nushell, KCL, and Rust">
|
||||
<meta name="description" content="Complete documentation for the Provisioning Platform - Infrastructure automation with Nushell, Nickel, and Rust">
|
||||
<meta name="viewport" content="width=device-width, initial-scale=1">
|
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<meta name="theme-color" content="#ffffff">
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|
||||
@ -173,7 +173,8 @@
|
||||
<div id="content" class="content">
|
||||
<main>
|
||||
<h1 id="development-workflow-guide"><a class="header" href="#development-workflow-guide">Development Workflow Guide</a></h1>
|
||||
<p>This document outlines the recommended development workflows, coding practices, testing strategies, and debugging techniques for the provisioning project.</p>
|
||||
<p>This document outlines the recommended development workflows, coding practices, testing strategies, and debugging techniques for the provisioning
|
||||
project.</p>
|
||||
<h2 id="table-of-contents"><a class="header" href="#table-of-contents">Table of Contents</a></h2>
|
||||
<ol>
|
||||
<li><a href="#overview">Overview</a></li>
|
||||
@ -188,7 +189,8 @@
|
||||
<li><a href="#best-practices">Best Practices</a></li>
|
||||
</ol>
|
||||
<h2 id="overview"><a class="header" href="#overview">Overview</a></h2>
|
||||
<p>The provisioning project employs a multi-language, multi-component architecture requiring specific development workflows to maintain consistency, quality, and efficiency.</p>
|
||||
<p>The provisioning project employs a multi-language, multi-component architecture requiring specific development workflows to maintain consistency,
|
||||
quality, and efficiency.</p>
|
||||
<p><strong>Key Technologies</strong>:</p>
|
||||
<ul>
|
||||
<li><strong>Nushell</strong>: Primary scripting and automation language</li>
|
||||
@ -1041,13 +1043,14 @@ def get-api-url [] {
|
||||
}
|
||||
}
|
||||
</code></pre>
|
||||
<p>This development workflow provides a comprehensive framework for efficient, quality-focused development while maintaining the project’s architectural principles and ensuring smooth collaboration across the team.</p>
|
||||
<p>This development workflow provides a comprehensive framework for efficient, quality-focused development while maintaining the project’s architectural
|
||||
principles and ensuring smooth collaboration across the team.</p>
|
||||
|
||||
</main>
|
||||
|
||||
<nav class="nav-wrapper" aria-label="Page navigation">
|
||||
<!-- Mobile navigation buttons -->
|
||||
<a rel="prev" href="../development/configuration.html" class="mobile-nav-chapters previous" title="Previous chapter" aria-label="Previous chapter" aria-keyshortcuts="Left">
|
||||
<a rel="prev" href="../development/command-handler-guide.html" class="mobile-nav-chapters previous" title="Previous chapter" aria-label="Previous chapter" aria-keyshortcuts="Left">
|
||||
<i class="fa fa-angle-left"></i>
|
||||
</a>
|
||||
|
||||
@ -1061,7 +1064,7 @@ def get-api-url [] {
|
||||
</div>
|
||||
|
||||
<nav class="nav-wide-wrapper" aria-label="Page navigation">
|
||||
<a rel="prev" href="../development/configuration.html" class="nav-chapters previous" title="Previous chapter" aria-label="Previous chapter" aria-keyshortcuts="Left">
|
||||
<a rel="prev" href="../development/command-handler-guide.html" class="nav-chapters previous" title="Previous chapter" aria-label="Previous chapter" aria-keyshortcuts="Left">
|
||||
<i class="fa fa-angle-left"></i>
|
||||
</a>
|
||||
|
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|
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@ -8,7 +8,7 @@
|
||||
|
||||
<!-- Custom HTML head -->
|
||||
|
||||
<meta name="description" content="Complete documentation for the Provisioning Platform - Infrastructure automation with Nushell, KCL, and Rust">
|
||||
<meta name="description" content="Complete documentation for the Provisioning Platform - Infrastructure automation with Nushell, Nickel, and Rust">
|
||||
<meta name="viewport" content="width=device-width, initial-scale=1">
|
||||
<meta name="theme-color" content="#ffffff">
|
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|
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|
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@ -8,7 +8,7 @@
|
||||
|
||||
<!-- Custom HTML head -->
|
||||
|
||||
<meta name="description" content="Complete documentation for the Provisioning Platform - Infrastructure automation with Nushell, KCL, and Rust">
|
||||
<meta name="description" content="Complete documentation for the Provisioning Platform - Infrastructure automation with Nushell, Nickel, and Rust">
|
||||
<meta name="viewport" content="width=device-width, initial-scale=1">
|
||||
<meta name="theme-color" content="#ffffff">
|
||||
|
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|
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@ -8,7 +8,7 @@
|
||||
|
||||
<!-- Custom HTML head -->
|
||||
|
||||
<meta name="description" content="Complete documentation for the Provisioning Platform - Infrastructure automation with Nushell, KCL, and Rust">
|
||||
<meta name="description" content="Complete documentation for the Provisioning Platform - Infrastructure automation with Nushell, Nickel, and Rust">
|
||||
<meta name="viewport" content="width=device-width, initial-scale=1">
|
||||
<meta name="theme-color" content="#ffffff">
|
||||
|
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|
||||
@ -8,7 +8,7 @@
|
||||
|
||||
<!-- Custom HTML head -->
|
||||
|
||||
<meta name="description" content="Complete documentation for the Provisioning Platform - Infrastructure automation with Nushell, KCL, and Rust">
|
||||
<meta name="description" content="Complete documentation for the Provisioning Platform - Infrastructure automation with Nushell, Nickel, and Rust">
|
||||
<meta name="viewport" content="width=device-width, initial-scale=1">
|
||||
<meta name="theme-color" content="#ffffff">
|
||||
|
||||
@ -181,9 +181,11 @@
|
||||
<h1 id="provisioning-platform-documentation"><a class="header" href="#provisioning-platform-documentation">Provisioning Platform Documentation</a></h1>
|
||||
<p><strong>Last Updated</strong>: 2025-01-02 (Phase 3.A Cleanup Complete)
|
||||
<strong>Status</strong>: ✅ Primary documentation source (145 files consolidated)</p>
|
||||
<p>Welcome to the comprehensive documentation for the Provisioning Platform - a modern, cloud-native infrastructure automation system built with Nushell, KCL, and Rust.</p>
|
||||
<p>Welcome to the comprehensive documentation for the Provisioning Platform - a modern, cloud-native infrastructure automation system built with Nushell,
|
||||
Nickel, and Rust.</p>
|
||||
<blockquote>
|
||||
<p><strong>Note</strong>: Architecture Decision Records (ADRs) and high-level design documentation are in <code>docs/</code> directory. This location contains all user-facing, operational, and product documentation.</p>
|
||||
<p><strong>Note</strong>: Architecture Decision Records (ADRs) and design documentation are in <code>docs/</code>
|
||||
directory. This location contains user-facing, operational, and product documentation.</p>
|
||||
</blockquote>
|
||||
<hr />
|
||||
<h2 id="quick-navigation"><a class="header" href="#quick-navigation">Quick Navigation</a></h2>
|
||||
@ -318,7 +320,8 @@
|
||||
<hr />
|
||||
<h2 id="key-concepts"><a class="header" href="#key-concepts">Key Concepts</a></h2>
|
||||
<h3 id="infrastructure-as-code-iac"><a class="header" href="#infrastructure-as-code-iac">Infrastructure as Code (IaC)</a></h3>
|
||||
<p>The provisioning platform uses <strong>declarative configuration</strong> to manage infrastructure. Instead of manually creating resources, you define what you want in Nickel configuration files, and the system makes it happen.</p>
|
||||
<p>The provisioning platform uses <strong>declarative configuration</strong> to manage infrastructure. Instead of manually creating resources, you define what you
|
||||
want in Nickel configuration files, and the system makes it happen.</p>
|
||||
<h3 id="mode-based-architecture"><a class="header" href="#mode-based-architecture">Mode-Based Architecture</a></h3>
|
||||
<p>The system supports four operational modes:</p>
|
||||
<ul>
|
||||
@ -357,7 +360,7 @@
|
||||
<li>Study <strong><a href="architecture/design-principles.html">Design Principles</a></strong></li>
|
||||
<li>Read relevant <strong><a href="architecture/">ADRs</a></strong></li>
|
||||
<li>Follow <strong><a href="development/README.html">Development Guide</a></strong></li>
|
||||
<li>Reference <strong>KCL Quick Reference</strong></li>
|
||||
<li>Reference <strong>Nickel Quick Reference</strong></li>
|
||||
</ol>
|
||||
<h3 id="for-operators"><a class="header" href="#for-operators">For Operators</a></h3>
|
||||
<ol>
|
||||
@ -378,7 +381,7 @@
|
||||
<h3 id="-infrastructure-automation"><a class="header" href="#-infrastructure-automation">✅ Infrastructure Automation</a></h3>
|
||||
<ul>
|
||||
<li>Multi-cloud support (AWS, UpCloud, Local)</li>
|
||||
<li>Declarative configuration with KCL</li>
|
||||
<li>Declarative configuration with Nickel</li>
|
||||
<li>Automated dependency resolution</li>
|
||||
<li>Batch operations with rollback</li>
|
||||
</ul>
|
||||
@ -458,7 +461,7 @@
|
||||
<h2 id="technology-stack"><a class="header" href="#technology-stack">Technology Stack</a></h2>
|
||||
<div class="table-wrapper"><table><thead><tr><th>Component</th><th>Technology</th><th>Purpose</th></tr></thead><tbody>
|
||||
<tr><td><strong>Core CLI</strong></td><td>Nushell 0.107.1</td><td>Shell and scripting</td></tr>
|
||||
<tr><td><strong>Configuration</strong></td><td>KCL 0.11.2</td><td>Type-safe IaC</td></tr>
|
||||
<tr><td><strong>Configuration</strong></td><td>Nickel 1.0.0+</td><td>Type-safe IaC</td></tr>
|
||||
<tr><td><strong>Orchestrator</strong></td><td>Rust</td><td>High-performance coordination</td></tr>
|
||||
<tr><td><strong>Templates</strong></td><td>Jinja2 (nu_plugin_tera)</td><td>Code generation</td></tr>
|
||||
<tr><td><strong>Secrets</strong></td><td>SOPS 3.10.2 + Age 1.2.1</td><td>Encryption</td></tr>
|
||||
|
||||
@ -1,227 +0,0 @@
|
||||
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|
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|
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|
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|
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|
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<h1 id="monitoring-guide"><a class="header" href="#monitoring-guide">Monitoring Guide</a></h1>
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21578
docs/book/print.html
21578
docs/book/print.html
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Load Diff
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@ -8,7 +8,7 @@
|
||||
|
||||
<!-- Custom HTML head -->
|
||||
|
||||
<meta name="description" content="Complete documentation for the Provisioning Platform - Infrastructure automation with Nushell, KCL, and Rust">
|
||||
<meta name="description" content="Complete documentation for the Provisioning Platform - Infrastructure automation with Nushell, Nickel, and Rust">
|
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<meta name="viewport" content="width=device-width, initial-scale=1">
|
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<meta name="theme-color" content="#ffffff">
|
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|
||||
|
||||
@ -8,7 +8,7 @@
|
||||
|
||||
<!-- Custom HTML head -->
|
||||
|
||||
<meta name="description" content="Complete documentation for the Provisioning Platform - Infrastructure automation with Nushell, KCL, and Rust">
|
||||
<meta name="description" content="Complete documentation for the Provisioning Platform - Infrastructure automation with Nushell, Nickel, and Rust">
|
||||
<meta name="viewport" content="width=device-width, initial-scale=1">
|
||||
<meta name="theme-color" content="#ffffff">
|
||||
|
||||
|
||||
@ -8,7 +8,7 @@
|
||||
|
||||
<!-- Custom HTML head -->
|
||||
|
||||
<meta name="description" content="Complete documentation for the Provisioning Platform - Infrastructure automation with Nushell, KCL, and Rust">
|
||||
<meta name="description" content="Complete documentation for the Provisioning Platform - Infrastructure automation with Nushell, Nickel, and Rust">
|
||||
<meta name="viewport" content="width=device-width, initial-scale=1">
|
||||
<meta name="theme-color" content="#ffffff">
|
||||
|
||||
|
||||
@ -86,7 +86,7 @@ Declarative Infrastructure as Code (IaC) platform providing:
|
||||
|
||||
**Solution**: Unified abstraction layer with provider-agnostic interfaces. Write configuration once, deploy anywhere.
|
||||
|
||||
```kcl
|
||||
```
|
||||
# Same configuration works on UpCloud, AWS, or local infrastructure
|
||||
server: Server {
|
||||
name = "web-01"
|
||||
@ -101,7 +101,7 @@ server: Server {
|
||||
|
||||
**Solution**: Automatic dependency resolution with topological sorting and health checks.
|
||||
|
||||
```kcl
|
||||
```
|
||||
# Provisioning resolves: containerd → etcd → kubernetes → cilium
|
||||
taskservs = ["cilium"] # Automatically installs all dependencies
|
||||
```
|
||||
@ -112,7 +112,7 @@ taskservs = ["cilium"] # Automatically installs all dependencies
|
||||
|
||||
**Solution**: Hierarchical configuration system with 476+ config accessors replacing 200+ ENV variables.
|
||||
|
||||
```plaintext
|
||||
```
|
||||
Defaults → User → Project → Infrastructure → Environment → Runtime
|
||||
```
|
||||
|
||||
@ -120,7 +120,7 @@ Defaults → User → Project → Infrastructure → Environment → Runtime
|
||||
|
||||
**Problem**: Brittle shell scripts that don't handle failures, don't support rollback, hard to maintain.
|
||||
|
||||
**Solution**: Declarative KCL configurations with validation, type safety, and automatic rollback.
|
||||
**Solution**: Declarative Nickel configurations with validation, type safety, and automatic rollback.
|
||||
|
||||
#### 5. **Lack of Visibility**
|
||||
|
||||
@ -197,7 +197,7 @@ Clusters handle:
|
||||
|
||||
Isolated environments for different projects or deployment stages.
|
||||
|
||||
```plaintext
|
||||
```
|
||||
workspace_librecloud/ # Production workspace
|
||||
├── infra/ # Infrastructure definitions
|
||||
├── config/ # Workspace configuration
|
||||
@ -211,7 +211,7 @@ workspace_dev/ # Development workspace
|
||||
|
||||
Switch between workspaces with single command:
|
||||
|
||||
```bash
|
||||
```
|
||||
provisioning workspace switch librecloud
|
||||
```
|
||||
|
||||
@ -240,7 +240,7 @@ Coordinated sequences of operations with dependency management.
|
||||
|
||||
### System Components
|
||||
|
||||
```plaintext
|
||||
```
|
||||
┌─────────────────────────────────────────────────────────────────┐
|
||||
│ User Interface Layer │
|
||||
│ • CLI (provisioning command) │
|
||||
@ -282,7 +282,7 @@ Coordinated sequences of operations with dependency management.
|
||||
|
||||
### Directory Structure
|
||||
|
||||
```plaintext
|
||||
```
|
||||
project-provisioning/
|
||||
├── provisioning/ # Core provisioning system
|
||||
│ ├── core/ # Core engine and libraries
|
||||
@ -305,7 +305,7 @@ project-provisioning/
|
||||
│ │ ├── oci-registry/ # OCI registry for extensions
|
||||
│ │ └── installer/ # Platform installer (TUI + CLI)
|
||||
│ │
|
||||
│ ├── kcl/ # KCL configuration schemas
|
||||
│ ├── schemas/ # Nickel configuration schemas
|
||||
│ ├── config/ # Configuration files
|
||||
│ ├── templates/ # Template files
|
||||
│ └── tools/ # Build and distribution tools
|
||||
@ -394,14 +394,14 @@ Hierarchical, config-driven architecture.
|
||||
- **476+ config accessors** replacing 200+ ENV variables
|
||||
- **Hierarchical loading**: defaults → user → project → infra → env → runtime
|
||||
- **Variable interpolation**: `{{paths.base}}`, `{{env.HOME}}`, `{{now.date}}`
|
||||
- **Multi-format support**: TOML, YAML, KCL
|
||||
- **Multi-format support**: TOML, YAML, Nickel
|
||||
|
||||
### 3. **Batch Workflow System** (v3.1.0)
|
||||
|
||||
Provider-agnostic batch operations with 85-90% token efficiency.
|
||||
|
||||
- **Multi-cloud support**: Mixed UpCloud + AWS + local in single workflow
|
||||
- **KCL schema integration**: Type-safe workflow definitions
|
||||
- **Nickel schema integration**: Type-safe workflow definitions
|
||||
- **Dependency resolution**: Topological sorting with soft/hard dependencies
|
||||
- **State management**: Checkpoint-based recovery with rollback
|
||||
- **Real-time monitoring**: Live progress tracking
|
||||
@ -471,7 +471,7 @@ Comprehensive version tracking and updates.
|
||||
| Technology | Version | Purpose | Why |
|
||||
| ------------ | --------- | --------- | ----- |
|
||||
| **Nushell** | 0.107.1+ | Primary shell and scripting language | Data pipelines, cross-platform, modern parsers |
|
||||
| **KCL** | 0.11.3+ | Configuration language | Type safety, schema validation, immutability, constraint checking |
|
||||
| **Nickel** | 1.0.0+ | Configuration language | Type safety, schema validation, immutability, constraint checking |
|
||||
| **Rust** | Latest | Platform services (orchestrator, control-center, installer) | Performance, memory safety, concurrency, reliability |
|
||||
| **Tera** | Latest | Template engine | Jinja2-like syntax, configuration file rendering, variable interpolation, filters and functions |
|
||||
|
||||
@ -505,7 +505,6 @@ Comprehensive version tracking and updates.
|
||||
| ------ | --------- |
|
||||
| **K9s** | Kubernetes management interface |
|
||||
| **nu_plugin_tera** | Nushell plugin for Tera template rendering |
|
||||
| **nu_plugin_kcl** | Nushell plugin for KCL integration (CLI required, plugin optional) |
|
||||
| **glow** | Markdown rendering for interactive guides |
|
||||
| **bat** | Syntax highlighting for file viewing and guides |
|
||||
|
||||
@ -515,8 +514,8 @@ Comprehensive version tracking and updates.
|
||||
|
||||
### Data Flow
|
||||
|
||||
```plaintext
|
||||
1. User defines infrastructure in KCL
|
||||
```
|
||||
1. User defines infrastructure in Nickel
|
||||
↓
|
||||
2. CLI loads configuration (hierarchical)
|
||||
↓
|
||||
@ -541,7 +540,7 @@ Comprehensive version tracking and updates.
|
||||
|
||||
**Step 1**: Define infrastructure in Nickel
|
||||
|
||||
```nickel
|
||||
```
|
||||
# infra/my-cluster.ncl
|
||||
let config = {
|
||||
infra = {
|
||||
@ -562,13 +561,13 @@ config
|
||||
|
||||
**Step 2**: Submit to Provisioning
|
||||
|
||||
```bash
|
||||
```
|
||||
provisioning server create --infra my-cluster
|
||||
```
|
||||
|
||||
**Step 3**: Provisioning executes workflow
|
||||
|
||||
```plaintext
|
||||
```
|
||||
1. Create workflow: "deploy-my-cluster"
|
||||
2. Resolve dependencies:
|
||||
- containerd (required by kubernetes)
|
||||
@ -593,7 +592,7 @@ provisioning server create --infra my-cluster
|
||||
|
||||
**Step 4**: Verify deployment
|
||||
|
||||
```bash
|
||||
```
|
||||
provisioning cluster status my-cluster
|
||||
```
|
||||
|
||||
@ -601,7 +600,7 @@ provisioning cluster status my-cluster
|
||||
|
||||
Configuration values are resolved through a hierarchy:
|
||||
|
||||
```plaintext
|
||||
```
|
||||
1. System Defaults (provisioning/config/config.defaults.toml)
|
||||
↓ (overridden by)
|
||||
2. User Preferences (~/.config/provisioning/user_config.yaml)
|
||||
@ -617,7 +616,7 @@ Configuration values are resolved through a hierarchy:
|
||||
|
||||
**Example**:
|
||||
|
||||
```toml
|
||||
```
|
||||
# System default
|
||||
[servers]
|
||||
default_plan = "small"
|
||||
@ -642,7 +641,7 @@ provisioning server create --plan xlarge # Overrides everything
|
||||
|
||||
Deploy Kubernetes clusters across different cloud providers with identical configuration.
|
||||
|
||||
```bash
|
||||
```
|
||||
# UpCloud cluster
|
||||
provisioning cluster create k8s-prod --provider upcloud
|
||||
|
||||
@ -654,7 +653,7 @@ provisioning cluster create k8s-prod --provider aws
|
||||
|
||||
Manage multiple environments with workspace switching.
|
||||
|
||||
```bash
|
||||
```
|
||||
# Development
|
||||
provisioning workspace switch dev
|
||||
provisioning cluster create app-stack
|
||||
@ -672,7 +671,7 @@ provisioning cluster create app-stack
|
||||
|
||||
Test infrastructure changes before deploying to production.
|
||||
|
||||
```bash
|
||||
```
|
||||
# Test Kubernetes upgrade locally
|
||||
provisioning test topology load kubernetes_3node | \
|
||||
test env cluster kubernetes --version 1.29.0
|
||||
@ -688,7 +687,7 @@ provisioning test env cleanup <env-id>
|
||||
|
||||
Deploy to multiple regions in parallel.
|
||||
|
||||
```nickel
|
||||
```
|
||||
# workflows/multi-region.ncl
|
||||
let batch_workflow = {
|
||||
operations = [
|
||||
@ -716,7 +715,7 @@ let batch_workflow = {
|
||||
batch_workflow
|
||||
```
|
||||
|
||||
```bash
|
||||
```
|
||||
provisioning batch submit workflows/multi-region.ncl
|
||||
provisioning batch monitor <workflow-id>
|
||||
```
|
||||
@ -725,7 +724,7 @@ provisioning batch monitor <workflow-id>
|
||||
|
||||
Recreate infrastructure from configuration.
|
||||
|
||||
```bash
|
||||
```
|
||||
# Infrastructure destroyed
|
||||
provisioning workspace switch prod
|
||||
|
||||
@ -739,7 +738,7 @@ provisioning cluster create --infra backup-restore --wait
|
||||
|
||||
Automated testing and deployment pipelines.
|
||||
|
||||
```yaml
|
||||
```
|
||||
# .gitlab-ci.yml
|
||||
test-infrastructure:
|
||||
script:
|
||||
|
||||
@ -11,7 +11,7 @@
|
||||
**Status**: ✅ Primary documentation source (145 files consolidated)
|
||||
|
||||
Welcome to the comprehensive documentation for the Provisioning Platform - a modern, cloud-native infrastructure automation system built with Nushell,
|
||||
KCL, and Rust.
|
||||
Nickel, and Rust.
|
||||
|
||||
> **Note**: Architecture Decision Records (ADRs) and design documentation are in `docs/`
|
||||
> directory. This location contains user-facing, operational, and product documentation.
|
||||
@ -117,7 +117,7 @@ KCL, and Rust.
|
||||
|
||||
## Documentation Structure
|
||||
|
||||
```plaintext
|
||||
```
|
||||
provisioning/docs/src/
|
||||
├── README.md (this file) # Documentation hub
|
||||
├── getting-started/ # Getting started guides
|
||||
@ -214,7 +214,7 @@ Extensions and packages distributed as OCI artifacts, enabling:
|
||||
2. Study **[Design Principles](architecture/design-principles.md)**
|
||||
3. Read relevant **[ADRs](architecture/)**
|
||||
4. Follow **[Development Guide](development/README.md)**
|
||||
5. Reference **KCL Quick Reference**
|
||||
5. Reference **Nickel Quick Reference**
|
||||
|
||||
### For Operators
|
||||
|
||||
@ -237,7 +237,7 @@ Extensions and packages distributed as OCI artifacts, enabling:
|
||||
### ✅ Infrastructure Automation
|
||||
|
||||
- Multi-cloud support (AWS, UpCloud, Local)
|
||||
- Declarative configuration with KCL
|
||||
- Declarative configuration with Nickel
|
||||
- Automated dependency resolution
|
||||
- Batch operations with rollback
|
||||
|
||||
@ -322,7 +322,7 @@ Extensions and packages distributed as OCI artifacts, enabling:
|
||||
| Component | Technology | Purpose |
|
||||
| ----------- | ------------ | --------- |
|
||||
| **Core CLI** | Nushell 0.107.1 | Shell and scripting |
|
||||
| **Configuration** | KCL 0.11.2 | Type-safe IaC |
|
||||
| **Configuration** | Nickel 1.0.0+ | Type-safe IaC |
|
||||
| **Orchestrator** | Rust | High-performance coordination |
|
||||
| **Templates** | Jinja2 (nu_plugin_tera) | Code generation |
|
||||
| **Secrets** | SOPS 3.10.2 + Age 1.2.1 | Encryption |
|
||||
|
||||
385
docs/src/README.md.bak2
Normal file
385
docs/src/README.md.bak2
Normal file
@ -0,0 +1,385 @@
|
||||
<p align="center">
|
||||
<img src="resources/provisioning_logo.svg" alt="Provisioning Logo" width="300"/>
|
||||
</p>
|
||||
<p align="center">
|
||||
<img src="resources/logo-text.svg" alt="Provisioning" width="500"/>
|
||||
</p>
|
||||
|
||||
# Provisioning Platform Documentation
|
||||
|
||||
**Last Updated**: 2025-01-02 (Phase 3.A Cleanup Complete)
|
||||
**Status**: ✅ Primary documentation source (145 files consolidated)
|
||||
|
||||
Welcome to the comprehensive documentation for the Provisioning Platform - a modern, cloud-native infrastructure automation system built with Nushell,
|
||||
Nickel, and Rust.
|
||||
|
||||
> **Note**: Architecture Decision Records (ADRs) and design documentation are in `docs/`
|
||||
> directory. This location contains user-facing, operational, and product documentation.
|
||||
|
||||
---
|
||||
|
||||
## Quick Navigation
|
||||
|
||||
### 🚀 Getting Started
|
||||
|
||||
| Document | Description | Audience |
|
||||
| ---------- | ------------- | ---------- |
|
||||
| **[Installation Guide](getting-started/installation-guide.md)** | Install and configure the system | New Users |
|
||||
| **[Getting Started](getting-started/getting-started.md)** | First steps and basic concepts | New Users |
|
||||
| **[Quick Reference](getting-started/quickstart-cheatsheet.md)** | Command cheat sheet | All Users |
|
||||
| **[From Scratch Guide](guides/from-scratch.md)** | Complete deployment walkthrough | New Users |
|
||||
|
||||
### 📚 User Guides
|
||||
|
||||
| Document | Description |
|
||||
| ---------- | ------------- |
|
||||
| **[CLI Reference](infrastructure/cli-reference.md)** | Complete command reference |
|
||||
| **[Workspace Management](infrastructure/workspace-setup.md)** | Workspace creation and management |
|
||||
| **[Workspace Switching](infrastructure/workspace-switching-guide.md)** | Switch between workspaces |
|
||||
| **[Infrastructure Management](infrastructure/infrastructure-management.md)** | Server, taskserv, cluster operations |
|
||||
| **[Service Management](operations/service-management-guide.md)** | Platform service lifecycle management |
|
||||
| **[OCI Registry](integration/oci-registry-guide.md)** | OCI artifact management |
|
||||
| **[Gitea Integration](integration/gitea-integration-guide.md)** | Git workflow and collaboration |
|
||||
| **[CoreDNS Guide](operations/coredns-guide.md)** | DNS management |
|
||||
| **[Test Environments](testing/test-environment-usage.md)** | Containerized testing |
|
||||
| **[Extension Development](development/extension-development.md)** | Create custom extensions |
|
||||
|
||||
### 🏗️ Architecture
|
||||
|
||||
| Document | Description |
|
||||
| ---------- | ------------- |
|
||||
| **[System Overview](architecture/system-overview.md)** | High-level architecture |
|
||||
| **[Multi-Repo Architecture](architecture/multi-repo-architecture.md)** | Repository structure and OCI distribution |
|
||||
| **[Design Principles](architecture/design-principles.md)** | Architectural philosophy |
|
||||
| **[Integration Patterns](architecture/integration-patterns.md)** | System integration patterns |
|
||||
| **[Orchestrator Model](architecture/orchestrator-integration-model.md)** | Hybrid orchestration architecture |
|
||||
|
||||
### 📋 Architecture Decision Records (ADRs)
|
||||
|
||||
| ADR | Title | Status |
|
||||
| ----- | ------- | -------- |
|
||||
| **[ADR-001](architecture/adr/adr-001-project-structure.md)** | Project Structure Decision | Accepted |
|
||||
| **[ADR-002](architecture/adr/adr-002-distribution-strategy.md)** | Distribution Strategy | Accepted |
|
||||
| **[ADR-003](architecture/adr/adr-003-workspace-isolation.md)** | Workspace Isolation | Accepted |
|
||||
| **[ADR-004](architecture/adr/adr-004-hybrid-architecture.md)** | Hybrid Architecture | Accepted |
|
||||
| **[ADR-005](architecture/adr/adr-005-extension-framework.md)** | Extension Framework | Accepted |
|
||||
| **[ADR-006](architecture/adr/adr-006-provisioning-cli-refactoring.md)** | CLI Refactoring | Accepted |
|
||||
|
||||
### 🔌 API Documentation
|
||||
|
||||
| Document | Description |
|
||||
| ---------- | ------------- |
|
||||
| **[REST API](api-reference/rest-api.md)** | HTTP API endpoints |
|
||||
| **[WebSocket API](api-reference/websocket.md)** | Real-time event streams |
|
||||
| **[Extensions API](development/extensions.md)** | Extension integration APIs |
|
||||
| **[SDKs](api-reference/sdks.md)** | Client libraries |
|
||||
| **[Integration Examples](api-reference/integration-examples.md)** | API usage examples |
|
||||
|
||||
### 🛠️ Development
|
||||
|
||||
| Document | Description |
|
||||
| ---------- | ------------- |
|
||||
| **[Development README](development/README.md)** | Developer overview |
|
||||
| **[Implementation Guide](development/implementation-guide.md)** | Implementation details |
|
||||
| **[Provider Development](development/quick-provider-guide.md)** | Create cloud providers |
|
||||
| **[Taskserv Development](development/taskserv-developer-guide.md)** | Create task services |
|
||||
| **[Extension Framework](development/extensions.md)** | Extension system |
|
||||
| **[Command Handlers](development/command-handler-guide.md)** | CLI command development |
|
||||
|
||||
### 🐛 Troubleshooting
|
||||
|
||||
| Document | Description |
|
||||
| ---------- | ------------- |
|
||||
| **[Troubleshooting Guide](troubleshooting/troubleshooting-guide.md)** | Common issues and solutions |
|
||||
|
||||
### 📖 How-To Guides
|
||||
|
||||
| Document | Description |
|
||||
| ---------- | ------------- |
|
||||
| **[From Scratch](guides/from-scratch.md)** | Complete deployment from zero |
|
||||
| **[Update Infrastructure](guides/update-infrastructure.md)** | Safe update procedures |
|
||||
| **[Customize Infrastructure](guides/customize-infrastructure.md)** | Layer and template customization |
|
||||
|
||||
### 🔐 Configuration
|
||||
|
||||
| Document | Description |
|
||||
| ---------- | ------------- |
|
||||
| **[Workspace Config Architecture](configuration/workspace-config-architecture.md)** | Configuration architecture |
|
||||
|
||||
### 📦 Quick References
|
||||
|
||||
| Document | Description |
|
||||
| ---------- | ------------- |
|
||||
| **[Quickstart Cheatsheet](getting-started/quickstart-cheatsheet.md)** | Command shortcuts |
|
||||
| **[OCI Quick Reference](quick-reference/oci.md)** | OCI operations |
|
||||
|
||||
---
|
||||
|
||||
## Documentation Structure
|
||||
|
||||
```plaintext
|
||||
provisioning/docs/src/
|
||||
├── README.md (this file) # Documentation hub
|
||||
├── getting-started/ # Getting started guides
|
||||
│ ├── installation-guide.md
|
||||
│ ├── getting-started.md
|
||||
│ └── quickstart-cheatsheet.md
|
||||
├── architecture/ # System architecture
|
||||
│ ├── adr/ # Architecture Decision Records
|
||||
│ ├── design-principles.md
|
||||
│ ├── integration-patterns.md
|
||||
│ ├── system-overview.md
|
||||
│ └── ... (and 10+ more architecture docs)
|
||||
├── infrastructure/ # Infrastructure guides
|
||||
│ ├── cli-reference.md
|
||||
│ ├── workspace-setup.md
|
||||
│ ├── workspace-switching-guide.md
|
||||
│ └── infrastructure-management.md
|
||||
├── api-reference/ # API documentation
|
||||
│ ├── rest-api.md
|
||||
│ ├── websocket.md
|
||||
│ ├── integration-examples.md
|
||||
│ └── sdks.md
|
||||
├── development/ # Developer guides
|
||||
│ ├── README.md
|
||||
│ ├── implementation-guide.md
|
||||
│ ├── quick-provider-guide.md
|
||||
│ ├── taskserv-developer-guide.md
|
||||
│ └── ... (15+ more developer docs)
|
||||
├── guides/ # How-to guides
|
||||
│ ├── from-scratch.md
|
||||
│ ├── update-infrastructure.md
|
||||
│ └── customize-infrastructure.md
|
||||
├── operations/ # Operations guides
|
||||
│ ├── service-management-guide.md
|
||||
│ ├── coredns-guide.md
|
||||
│ └── ... (more operations docs)
|
||||
├── security/ # Security docs
|
||||
├── integration/ # Integration guides
|
||||
├── testing/ # Testing docs
|
||||
├── configuration/ # Configuration docs
|
||||
├── troubleshooting/ # Troubleshooting guides
|
||||
└── quick-reference/ # Quick references
|
||||
```
|
||||
|
||||
---
|
||||
|
||||
## Key Concepts
|
||||
|
||||
### Infrastructure as Code (IaC)
|
||||
|
||||
The provisioning platform uses **declarative configuration** to manage infrastructure. Instead of manually creating resources, you define what you
|
||||
want in Nickel configuration files, and the system makes it happen.
|
||||
|
||||
### Mode-Based Architecture
|
||||
|
||||
The system supports four operational modes:
|
||||
|
||||
- **Solo**: Single developer local development
|
||||
- **Multi-user**: Team collaboration with shared services
|
||||
- **CI/CD**: Automated pipeline execution
|
||||
- **Enterprise**: Production deployment with strict compliance
|
||||
|
||||
### Extension System
|
||||
|
||||
Extensibility through:
|
||||
|
||||
- **Providers**: Cloud platform integrations (AWS, UpCloud, Local)
|
||||
- **Task Services**: Infrastructure components (Kubernetes, databases, etc.)
|
||||
- **Clusters**: Complete deployment configurations
|
||||
|
||||
### OCI-Native Distribution
|
||||
|
||||
Extensions and packages distributed as OCI artifacts, enabling:
|
||||
|
||||
- Industry-standard packaging
|
||||
- Efficient caching and bandwidth
|
||||
- Version pinning and rollback
|
||||
- Air-gapped deployments
|
||||
|
||||
---
|
||||
|
||||
## Documentation by Role
|
||||
|
||||
### For New Users
|
||||
|
||||
1. Start with **[Installation Guide](getting-started/installation-guide.md)**
|
||||
2. Read **[Getting Started](getting-started/getting-started.md)**
|
||||
3. Follow **[From Scratch Guide](guides/from-scratch.md)**
|
||||
4. Reference **[Quickstart Cheatsheet](guides/quickstart-cheatsheet.md)**
|
||||
|
||||
### For Developers
|
||||
|
||||
1. Review **[System Overview](architecture/system-overview.md)**
|
||||
2. Study **[Design Principles](architecture/design-principles.md)**
|
||||
3. Read relevant **[ADRs](architecture/)**
|
||||
4. Follow **[Development Guide](development/README.md)**
|
||||
5. Reference **Nickel Quick Reference**
|
||||
|
||||
### For Operators
|
||||
|
||||
1. Understand **[Mode System](infrastructure/mode-system)**
|
||||
2. Learn **[Service Management](operations/service-management-guide.md)**
|
||||
3. Review **[Infrastructure Management](infrastructure/infrastructure-management.md)**
|
||||
4. Study **[OCI Registry](integration/oci-registry-guide.md)**
|
||||
|
||||
### For Architects
|
||||
|
||||
1. Read **[System Overview](architecture/system-overview.md)**
|
||||
2. Study all **[ADRs](architecture/)**
|
||||
3. Review **[Integration Patterns](architecture/integration-patterns.md)**
|
||||
4. Understand **[Multi-Repo Architecture](architecture/multi-repo-architecture.md)**
|
||||
|
||||
---
|
||||
|
||||
## System Capabilities
|
||||
|
||||
### ✅ Infrastructure Automation
|
||||
|
||||
- Multi-cloud support (AWS, UpCloud, Local)
|
||||
- Declarative configuration with Nickel
|
||||
- Automated dependency resolution
|
||||
- Batch operations with rollback
|
||||
|
||||
### ✅ Workflow Orchestration
|
||||
|
||||
- Hybrid Rust/Nushell orchestration
|
||||
- Checkpoint-based recovery
|
||||
- Parallel execution with limits
|
||||
- Real-time monitoring
|
||||
|
||||
### ✅ Test Environments
|
||||
|
||||
- Containerized testing
|
||||
- Multi-node cluster simulation
|
||||
- Topology templates
|
||||
- Automated cleanup
|
||||
|
||||
### ✅ Mode-Based Operation
|
||||
|
||||
- Solo: Local development
|
||||
- Multi-user: Team collaboration
|
||||
- CI/CD: Automated pipelines
|
||||
- Enterprise: Production deployment
|
||||
|
||||
### ✅ Extension Management
|
||||
|
||||
- OCI-native distribution
|
||||
- Automatic dependency resolution
|
||||
- Version management
|
||||
- Local and remote sources
|
||||
|
||||
---
|
||||
|
||||
## Key Achievements
|
||||
|
||||
### 🚀 Batch Workflow System (v3.1.0)
|
||||
|
||||
- Provider-agnostic batch operations
|
||||
- Mixed provider support (UpCloud + AWS + local)
|
||||
- Dependency resolution with soft/hard dependencies
|
||||
- Real-time monitoring and rollback
|
||||
|
||||
### 🏗️ Hybrid Orchestrator (v3.0.0)
|
||||
|
||||
- Solves Nushell deep call stack limitations
|
||||
- Preserves all business logic
|
||||
- REST API for external integration
|
||||
- Checkpoint-based state management
|
||||
|
||||
### ⚙️ Configuration System (v2.0.0)
|
||||
|
||||
- Migrated from ENV to config-driven
|
||||
- Hierarchical configuration loading
|
||||
- Variable interpolation
|
||||
- True IaC without hardcoded fallbacks
|
||||
|
||||
### 🎯 Modular CLI (v3.2.0)
|
||||
|
||||
- 84% reduction in main file size
|
||||
- Domain-driven handlers
|
||||
- 80+ shortcuts
|
||||
- Bi-directional help system
|
||||
|
||||
### 🧪 Test Environment Service (v3.4.0)
|
||||
|
||||
- Automated containerized testing
|
||||
- Multi-node cluster topologies
|
||||
- CI/CD integration ready
|
||||
- Template-based configurations
|
||||
|
||||
### 🔄 Workspace Switching (v2.0.5)
|
||||
|
||||
- Centralized workspace management
|
||||
- Single-command workspace switching
|
||||
- Active workspace tracking
|
||||
- User preference system
|
||||
|
||||
---
|
||||
|
||||
## Technology Stack
|
||||
|
||||
| Component | Technology | Purpose |
|
||||
| ----------- | ------------ | --------- |
|
||||
| **Core CLI** | Nushell 0.107.1 | Shell and scripting |
|
||||
| **Configuration** | KCL 0.11.2 | Type-safe IaC |
|
||||
| **Orchestrator** | Rust | High-performance coordination |
|
||||
| **Templates** | Jinja2 (nu_plugin_tera) | Code generation |
|
||||
| **Secrets** | SOPS 3.10.2 + Age 1.2.1 | Encryption |
|
||||
| **Distribution** | OCI (skopeo/crane/oras) | Artifact management |
|
||||
|
||||
---
|
||||
|
||||
## Support
|
||||
|
||||
### Getting Help
|
||||
|
||||
- **Documentation**: You're reading it!
|
||||
- **Quick Reference**: Run `provisioning sc` or `provisioning guide quickstart`
|
||||
- **Help System**: Run `provisioning help` or `provisioning <command> help`
|
||||
- **Interactive Shell**: Run `provisioning nu` for Nushell REPL
|
||||
|
||||
### Reporting Issues
|
||||
|
||||
- Check **[Troubleshooting Guide](infrastructure/troubleshooting-guide.md)**
|
||||
- Review **[FAQ](troubleshooting/troubleshooting-guide.md)**
|
||||
- Enable debug mode: `provisioning --debug <command>`
|
||||
- Check logs: `provisioning platform logs <service>`
|
||||
|
||||
---
|
||||
|
||||
## Contributing
|
||||
|
||||
This project welcomes contributions! See **[Development Guide](development/README.md)** for:
|
||||
|
||||
- Development setup
|
||||
- Code style guidelines
|
||||
- Testing requirements
|
||||
- Pull request process
|
||||
|
||||
---
|
||||
|
||||
## License
|
||||
|
||||
[Add license information]
|
||||
|
||||
---
|
||||
|
||||
## Version History
|
||||
|
||||
| Version | Date | Major Changes |
|
||||
| --------- | ------ | --------------- |
|
||||
| **3.5.0** | 2025-10-06 | Mode system, OCI registry, comprehensive documentation |
|
||||
| **3.4.0** | 2025-10-06 | Test environment service |
|
||||
| **3.3.0** | 2025-09-30 | Interactive guides system |
|
||||
| **3.2.0** | 2025-09-30 | Modular CLI refactoring |
|
||||
| **3.1.0** | 2025-09-25 | Batch workflow system |
|
||||
| **3.0.0** | 2025-09-25 | Hybrid orchestrator architecture |
|
||||
| **2.0.5** | 2025-10-02 | Workspace switching system |
|
||||
| **2.0.0** | 2025-09-23 | Configuration system migration |
|
||||
|
||||
---
|
||||
|
||||
**Maintained By**: Provisioning Team
|
||||
**Last Review**: 2025-10-06
|
||||
**Next Review**: 2026-01-06
|
||||
@ -21,6 +21,26 @@
|
||||
|
||||
---
|
||||
|
||||
## AI Integration
|
||||
|
||||
- [Overview](ai/README.md)
|
||||
- [Architecture](ai/architecture.md)
|
||||
- [RAG System](ai/rag-system.md)
|
||||
- [MCP Integration](ai/mcp-integration.md)
|
||||
- [Configuration Guide](ai/configuration.md)
|
||||
- [Security Policies](ai/security-policies.md)
|
||||
- [Troubleshooting with AI](ai/troubleshooting-with-ai.md)
|
||||
- [Cost Management](ai/cost-management.md)
|
||||
|
||||
### Planned Features (Q2 2025)
|
||||
|
||||
- [Natural Language Configuration](ai/natural-language-config.md)
|
||||
- [Configuration Generation](ai/config-generation.md)
|
||||
- [AI-Assisted Forms](ai/ai-assisted-forms.md)
|
||||
- [AI Agents](ai/ai-agents.md)
|
||||
|
||||
---
|
||||
|
||||
## Architecture & Design
|
||||
|
||||
- [System Overview](architecture/system-overview.md)
|
||||
@ -51,8 +71,8 @@
|
||||
- [ADR-007: KMS Simplification](architecture/adr/adr-007-kms-simplification.md)
|
||||
- [ADR-008: Cedar Authorization](architecture/adr/adr-008-cedar-authorization.md)
|
||||
- [ADR-009: Security System Complete](architecture/adr/adr-009-security-system-complete.md)
|
||||
- [ADR-010: Configuration Format Strategy](architecture/adr/ADR-010-configuration-format-strategy.md)
|
||||
- [ADR-011: Nickel Migration](architecture/adr/ADR-011-nickel-migration.md)
|
||||
- [ADR-010: Configuration Format Strategy](architecture/adr/adr-010-configuration-format-strategy.md)
|
||||
- [ADR-011: Nickel Migration](architecture/adr/adr-011-nickel-migration.md)
|
||||
- [ADR-012: Nushell Nickel Plugin CLI Wrapper](architecture/adr/adr-012-nushell-nickel-plugin-cli-wrapper.md)
|
||||
- [ADR-013: Typdialog Web UI Backend Integration](architecture/adr/adr-013-typdialog-integration.md)
|
||||
- [ADR-014: SecretumVault Integration](architecture/adr/adr-014-secretumvault-integration.md)
|
||||
@ -60,21 +80,12 @@
|
||||
|
||||
---
|
||||
|
||||
## AI Integration
|
||||
## Roadmap & Future Features
|
||||
|
||||
- [Overview](ai/README.md)
|
||||
- [Architecture](ai/architecture.md)
|
||||
- [Natural Language Configuration](ai/natural-language-config.md)
|
||||
- [AI-Assisted Forms](ai/ai-assisted-forms.md)
|
||||
- [AI Agents](ai/ai-agents.md)
|
||||
- [Configuration Generation](ai/config-generation.md)
|
||||
- [RAG System](ai/rag-system.md)
|
||||
- [MCP Integration](ai/mcp-integration.md)
|
||||
- [Security Policies](ai/security-policies.md)
|
||||
- [Troubleshooting with AI](ai/troubleshooting-with-ai.md)
|
||||
- [API Reference](ai/api-reference.md)
|
||||
- [Configuration](ai/configuration.md)
|
||||
- [Cost Management](ai/cost-management.md)
|
||||
- [Overview](roadmap/README.md)
|
||||
- [AI Integration (Planned)](roadmap/ai-integration.md)
|
||||
- [Native Plugins (Partial)](roadmap/native-plugins.md)
|
||||
- [Nickel Workflows (Planned)](roadmap/nickel-workflows.md)
|
||||
|
||||
---
|
||||
|
||||
@ -93,33 +104,39 @@
|
||||
|
||||
## Development
|
||||
|
||||
- [Extension Development](development/extension-development.md)
|
||||
- [Infrastructure-Specific Extensions](development/infrastructure-specific-extensions.md)
|
||||
- [Quick Provider Guide](development/quick-provider-guide.md)
|
||||
- [Command Handler Guide](development/command-handler-guide.md)
|
||||
- [Configuration](development/configuration.md)
|
||||
- [Workflow](development/workflow.md)
|
||||
- [Integration](development/integration.md)
|
||||
- [Build System](development/build-system.md)
|
||||
- [Extensions](development/extensions.md)
|
||||
- [Distribution Process](development/distribution-process.md)
|
||||
- [Implementation Guide](development/implementation-guide.md)
|
||||
- [TaskServ Developer Guide](development/taskserv-developer-guide.md)
|
||||
- [TaskServ Quick Guide](development/taskserv-quick-guide.md)
|
||||
- [Project Structure](development/project-structure.md)
|
||||
- [Provider Agnostic Architecture](development/provider-agnostic-architecture.md)
|
||||
- [Ctrl-C Implementation Notes](development/ctrl-c-implementation-notes.md)
|
||||
- [Auth Metadata Guide](development/auth-metadata-guide.md)
|
||||
- [Migration Guide](development/migration-guide.md)
|
||||
- [KMS Simplification](development/kms-simplification.md)
|
||||
- [Migration Example](development/migration-example.md)
|
||||
- [Glossary](development/glossary.md)
|
||||
- [Provider Distribution Guide](development/provider-distribution-guide.md)
|
||||
- [TaskServ Categorization](development/taskserv-categorization.md)
|
||||
- [Extension Registry](development/extension-registry.md)
|
||||
- [MCP Server](development/mcp-server.md)
|
||||
- [TypeDialog Platform Config Guide](development/typedialog-platform-config-guide.md)
|
||||
- [Provider Comparison Matrix](development/provider-comparison.md)
|
||||
|
||||
### Extensions
|
||||
|
||||
- [Overview](development/extensions/README.md)
|
||||
- [Extension Development](development/extensions/extension-development.md)
|
||||
- [Extension Registry](development/extensions/extension-registry.md)
|
||||
|
||||
### Providers
|
||||
|
||||
- [Quick Provider Guide](development/providers/quick-provider-guide.md)
|
||||
- [Provider Agnostic Architecture](development/providers/provider-agnostic-architecture.md)
|
||||
- [Provider Development Guide](development/providers/provider-development-guide.md)
|
||||
- [Provider Distribution Guide](development/providers/provider-distribution-guide.md)
|
||||
- [Provider Comparison Matrix](development/providers/provider-comparison.md)
|
||||
|
||||
### TaskServs
|
||||
|
||||
- [TaskServ Quick Guide](development/taskservs/taskserv-quick-guide.md)
|
||||
- [TaskServ Categorization](development/taskservs/taskserv-categorization.md)
|
||||
|
||||
---
|
||||
|
||||
@ -128,11 +145,7 @@
|
||||
- [Platform Deployment Guide](operations/deployment-guide.md)
|
||||
- [Service Management Guide](operations/service-management-guide.md)
|
||||
- [Monitoring & Alerting Setup](operations/monitoring-alerting-setup.md)
|
||||
- [Service Management Quick Reference](operations/service-management-quickref.md)
|
||||
- [CoreDNS Guide](operations/coredns-guide.md)
|
||||
- [Backup Recovery](operations/backup-recovery.md)
|
||||
- [Deployment](operations/deployment.md)
|
||||
- [Monitoring](operations/monitoring.md)
|
||||
- [Production Readiness Checklist](operations/production-readiness-checklist.md)
|
||||
- [Break Glass Training Guide](operations/break-glass-training-guide.md)
|
||||
- [Cedar Policies Production Guide](operations/cedar-policies-production-guide.md)
|
||||
@ -154,20 +167,23 @@
|
||||
- [Batch Workflow Multi-Provider Examples](infrastructure/batch-workflow-multi-provider.md)
|
||||
- [CLI Architecture](infrastructure/cli-architecture.md)
|
||||
- [Configuration System](infrastructure/configuration-system.md)
|
||||
- [Workspace Setup](infrastructure/workspace-setup.md)
|
||||
- [Workspace Switching Guide](infrastructure/workspace-switching-guide.md)
|
||||
- [Workspace Switching System](infrastructure/workspace-switching-system.md)
|
||||
- [CLI Reference](infrastructure/cli-reference.md)
|
||||
- [Workspace Config Architecture](infrastructure/workspace-config-architecture.md)
|
||||
- [Dynamic Secrets Guide](infrastructure/dynamic-secrets-guide.md)
|
||||
- [Mode System Guide](infrastructure/mode-system-guide.md)
|
||||
- [Workspace Guide](infrastructure/workspace-guide.md)
|
||||
- [Workspace Enforcement Guide](infrastructure/workspace-enforcement-guide.md)
|
||||
- [Workspace Infra Reference](infrastructure/workspace-infra-reference.md)
|
||||
- [Workspace Config Commands](infrastructure/workspace-config-commands.md)
|
||||
- [Config Rendering Guide](infrastructure/config-rendering-guide.md)
|
||||
- [Configuration](infrastructure/configuration.md)
|
||||
|
||||
### Workspaces
|
||||
|
||||
- [Workspace Setup](infrastructure/workspaces/workspace-setup.md)
|
||||
- [Workspace Guide](infrastructure/workspaces/workspace-guide.md)
|
||||
- [Workspace Switching Guide](infrastructure/workspaces/workspace-switching-guide.md)
|
||||
- [Workspace Switching System](infrastructure/workspaces/workspace-switching-system.md)
|
||||
- [Workspace Config Architecture](infrastructure/workspaces/workspace-config-architecture.md)
|
||||
- [Workspace Config Commands](infrastructure/workspaces/workspace-config-commands.md)
|
||||
- [Workspace Enforcement Guide](infrastructure/workspaces/workspace-enforcement-guide.md)
|
||||
- [Workspace Infra Reference](infrastructure/workspaces/workspace-infra-reference.md)
|
||||
|
||||
---
|
||||
|
||||
## Security
|
||||
@ -183,8 +199,6 @@
|
||||
- [NuShell Plugins System](security/nushell-plugins-system.md)
|
||||
- [Plugin Usage Guide](security/plugin-usage-guide.md)
|
||||
- [Secrets Management Guide](security/secrets-management-guide.md)
|
||||
- [Auth Quick Reference](security/auth-quick-reference.md)
|
||||
- [Config Encryption Quick Reference](security/config-encryption-quickref.md)
|
||||
- [KMS Service](security/kms-service.md)
|
||||
|
||||
---
|
||||
@ -203,7 +217,6 @@
|
||||
## Testing
|
||||
|
||||
- [Test Environment Guide](testing/test-environment-guide.md)
|
||||
- [Test Environment Usage](testing/test-environment-usage.md)
|
||||
- [Test Environment System](testing/test-environment-system.md)
|
||||
- [TaskServ Validation Guide](testing/taskserv-validation-guide.md)
|
||||
|
||||
@ -224,7 +237,6 @@
|
||||
- [Extension Development Quickstart](guides/extension-development-quickstart.md)
|
||||
- [Guide System](guides/guide-system.md)
|
||||
- [Workspace Generation Quick Reference](guides/workspace-generation-quick-reference.md)
|
||||
- [Workspace Documentation Migration](guides/workspace-documentation-migration.md)
|
||||
|
||||
### Multi-Provider Deployment Guides
|
||||
|
||||
@ -255,4 +267,3 @@
|
||||
## Configuration
|
||||
|
||||
- [Config Validation](configuration/config-validation.md)
|
||||
- [Workspace Config Architecture](configuration/workspace-config-architecture.md)
|
||||
|
||||
@ -1,6 +1,7 @@
|
||||
# AI Integration - Intelligent Infrastructure Provisioning
|
||||
|
||||
The provisioning platform integrates AI capabilities to provide intelligent assistance for infrastructure configuration, deployment, and troubleshooting.
|
||||
The provisioning platform integrates AI capabilities to provide intelligent assistance for infrastructure configuration, deployment, and
|
||||
troubleshooting.
|
||||
This section documents the AI system architecture, features, and usage patterns.
|
||||
|
||||
## Overview
|
||||
@ -19,7 +20,7 @@ The AI integration consists of multiple components working together to provide i
|
||||
### Natural Language Configuration
|
||||
|
||||
Generate infrastructure configurations from plain English descriptions:
|
||||
```bash
|
||||
```
|
||||
provisioning ai generate "Create a production PostgreSQL cluster with encryption and daily backups"
|
||||
```
|
||||
|
||||
@ -30,7 +31,7 @@ Real-time suggestions and explanations as you fill out configuration forms via t
|
||||
### Intelligent Troubleshooting
|
||||
|
||||
AI analyzes deployment failures and suggests fixes:
|
||||
```bash
|
||||
```
|
||||
provisioning ai troubleshoot deployment-12345
|
||||
```
|
||||
|
||||
@ -38,13 +39,13 @@ provisioning ai troubleshoot deployment-12345
|
||||
|
||||
Configuration Optimization
|
||||
AI reviews configurations and suggests performance and security improvements:
|
||||
```bash
|
||||
```
|
||||
provisioning ai optimize workspaces/prod/config.ncl
|
||||
```
|
||||
|
||||
### Autonomous Agents
|
||||
AI agents execute multi-step workflows with minimal human intervention:
|
||||
```bash
|
||||
```
|
||||
provisioning ai agent --goal "Set up complete dev environment for Python app"
|
||||
```
|
||||
|
||||
@ -67,7 +68,7 @@ provisioning ai agent --goal "Set up complete dev environment for Python app"
|
||||
|
||||
### Enable AI Features
|
||||
|
||||
```bash
|
||||
```
|
||||
# Edit provisioning config
|
||||
vim provisioning/config/ai.toml
|
||||
|
||||
@ -85,7 +86,7 @@ troubleshooting = true
|
||||
|
||||
### Generate Configuration from Natural Language
|
||||
|
||||
```bash
|
||||
```
|
||||
# Simple generation
|
||||
provisioning ai generate "PostgreSQL database with encryption"
|
||||
|
||||
@ -98,7 +99,7 @@ provisioning ai generate \
|
||||
|
||||
### Use AI-Assisted Forms
|
||||
|
||||
```bash
|
||||
```
|
||||
# Open typdialog web UI with AI assistance
|
||||
provisioning workspace init --interactive --ai-assist
|
||||
|
||||
@ -109,7 +110,7 @@ provisioning workspace init --interactive --ai-assist
|
||||
|
||||
### Troubleshoot with AI
|
||||
|
||||
```bash
|
||||
```
|
||||
# Analyze failed deployment
|
||||
provisioning ai troubleshoot deployment-12345
|
||||
|
||||
@ -133,11 +134,11 @@ See [Security Policies](security-policies.md) for complete details.
|
||||
|
||||
## Supported LLM Providers
|
||||
|
||||
| Provider | Models | Best For |
|
||||
| ---------- | -------- | ---------- |
|
||||
| **Anthropic** | Claude Sonnet 4, Claude Opus 4 | Complex configs, long context |
|
||||
| **OpenAI** | GPT-4 Turbo, GPT-4 | Fast suggestions, tool calling |
|
||||
| **Local** | Llama 3, Mistral | Air-gapped, privacy-critical |
|
||||
| | Provider | Models | Best For | |
|
||||
| | ---------- | -------- | ---------- | |
|
||||
| | **Anthropic** | Claude Sonnet 4, Claude Opus 4 | Complex configs, long context | |
|
||||
| | **OpenAI** | GPT-4 Turbo, GPT-4 | Fast suggestions, tool calling | |
|
||||
| | **Local** | Llama 3, Mistral | Air-gapped, privacy-critical | |
|
||||
|
||||
## Cost Considerations
|
||||
|
||||
|
||||
@ -1 +1,532 @@
|
||||
# AI Agents
|
||||
# Autonomous AI Agents (typdialog-ag)
|
||||
|
||||
**Status**: 🔴 Planned (Q2 2025 target)
|
||||
|
||||
Autonomous AI Agents is a planned feature that enables AI agents to execute multi-step
|
||||
infrastructure provisioning workflows with minimal human intervention. Agents make
|
||||
decisions, adapt to changing conditions, and execute complex tasks while maintaining
|
||||
security and requiring human approval for critical operations.
|
||||
|
||||
## Feature Overview
|
||||
|
||||
### What It Does
|
||||
|
||||
Enable AI agents to manage complex provisioning workflows:
|
||||
|
||||
```
|
||||
User Goal:
|
||||
"Set up a complete development environment with:
|
||||
- PostgreSQL database
|
||||
- Redis cache
|
||||
- Kubernetes cluster
|
||||
- Monitoring stack
|
||||
- Logging infrastructure"
|
||||
|
||||
AI Agent executes:
|
||||
1. Analyzes requirements and constraints
|
||||
2. Plans multi-step deployment sequence
|
||||
3. Creates configurations for all components
|
||||
4. Validates configurations against policies
|
||||
5. Requests human approval for critical decisions
|
||||
6. Executes deployment in correct order
|
||||
7. Monitors for failures and adapts
|
||||
8. Reports completion and recommendations
|
||||
```
|
||||
|
||||
## Agent Capabilities
|
||||
|
||||
### Multi-Step Workflow Execution
|
||||
|
||||
Agents coordinate complex, multi-component deployments:
|
||||
|
||||
```
|
||||
Goal: "Deploy production Kubernetes cluster with managed databases"
|
||||
|
||||
Agent Plan:
|
||||
Phase 1: Infrastructure
|
||||
├─ Create VPC and networking
|
||||
├─ Set up security groups
|
||||
└─ Configure IAM roles
|
||||
|
||||
Phase 2: Kubernetes
|
||||
├─ Create EKS cluster
|
||||
├─ Configure network plugins
|
||||
├─ Set up autoscaling
|
||||
└─ Install cluster add-ons
|
||||
|
||||
Phase 3: Managed Services
|
||||
├─ Provision RDS PostgreSQL
|
||||
├─ Configure backups
|
||||
└─ Set up replicas
|
||||
|
||||
Phase 4: Observability
|
||||
├─ Deploy Prometheus
|
||||
├─ Deploy Grafana
|
||||
├─ Configure log collection
|
||||
└─ Set up alerting
|
||||
|
||||
Phase 5: Validation
|
||||
├─ Run smoke tests
|
||||
├─ Verify connectivity
|
||||
└─ Check compliance
|
||||
```
|
||||
|
||||
### Adaptive Decision Making
|
||||
|
||||
Agents adapt to conditions and make intelligent decisions:
|
||||
|
||||
```
|
||||
Scenario: Database provisioning fails due to resource quota
|
||||
|
||||
Standard approach (human):
|
||||
1. Detect failure
|
||||
2. Investigate issue
|
||||
3. Decide on fix (reduce size, change region, etc.)
|
||||
4. Update config
|
||||
5. Retry
|
||||
|
||||
Agent approach:
|
||||
1. Detect failure
|
||||
2. Analyze error: "Quota exceeded for db.r6g.xlarge"
|
||||
3. Check available options:
|
||||
- Try smaller instance: db.r6g.large (may be insufficient)
|
||||
- Try different region: different cost, latency
|
||||
- Request quota increase (requires human approval)
|
||||
4. Ask human: "Quota exceeded. Suggest: use db.r6g.large instead
|
||||
(slightly reduced performance). Approve? [yes/no/try-other]"
|
||||
5. Execute based on approval
|
||||
6. Continue workflow
|
||||
```
|
||||
|
||||
### Dependency Management
|
||||
|
||||
Agents understand resource dependencies:
|
||||
|
||||
```
|
||||
Knowledge graph of dependencies:
|
||||
|
||||
VPC ──→ Subnets ──→ EC2 Instances
|
||||
├─────────→ Security Groups
|
||||
└────→ NAT Gateway ──→ Route Tables
|
||||
|
||||
RDS ──→ DB Subnet Group ──→ VPC
|
||||
├─────────→ Security Group
|
||||
└────→ Parameter Group
|
||||
|
||||
Agent ensures:
|
||||
- VPC exists before creating subnets
|
||||
- Subnets exist before creating EC2
|
||||
- Security groups reference correct VPC
|
||||
- Deployment order respects all dependencies
|
||||
- Rollback order is reverse of creation
|
||||
```
|
||||
|
||||
## Architecture
|
||||
|
||||
### Agent Design Pattern
|
||||
|
||||
```
|
||||
┌────────────────────────────────────────────────────────┐
|
||||
│ Agent Supervisor (Orchestrator) │
|
||||
│ - Accepts user goal │
|
||||
│ - Plans workflow │
|
||||
│ - Coordinates specialist agents │
|
||||
│ - Requests human approvals │
|
||||
│ - Monitors overall progress │
|
||||
└────────────────────────────────────────────────────────┘
|
||||
↑ ↑ ↑
|
||||
│ │ │
|
||||
↓ ↓ ↓
|
||||
┌──────────────┐ ┌──────────────┐ ┌──────────────┐
|
||||
│ Database │ │ Kubernetes │ │ Monitoring │
|
||||
│ Specialist │ │ Specialist │ │ Specialist │
|
||||
│ │ │ │ │ │
|
||||
│ Tasks: │ │ Tasks: │ │ Tasks: │
|
||||
│ - Create DB │ │ - Create K8s │ │ - Deploy │
|
||||
│ - Configure │ │ - Configure │ │ Prometheus │
|
||||
│ - Validate │ │ - Validate │ │ - Deploy │
|
||||
│ - Report │ │ - Report │ │ Grafana │
|
||||
└──────────────┘ └──────────────┘ └──────────────┘
|
||||
```
|
||||
|
||||
### Agent Workflow
|
||||
|
||||
```
|
||||
Start: User Goal
|
||||
↓
|
||||
┌─────────────────────────────────────────┐
|
||||
│ Goal Analysis & Planning │
|
||||
│ - Parse user intent │
|
||||
│ - Identify resources needed │
|
||||
│ - Plan dependency graph │
|
||||
│ - Generate task list │
|
||||
└──────────────┬──────────────────────────┘
|
||||
↓
|
||||
┌─────────────────────────────────────────┐
|
||||
│ Resource Generation │
|
||||
│ - Generate configs for each resource │
|
||||
│ - Validate against schemas │
|
||||
│ - Check compliance policies │
|
||||
│ - Identify potential issues │
|
||||
└──────────────┬──────────────────────────┘
|
||||
↓
|
||||
Human Review Point?
|
||||
├─ No issues: Continue
|
||||
└─ Issues found: Request approval/modification
|
||||
↓
|
||||
┌─────────────────────────────────────────┐
|
||||
│ Execution Plan Verification │
|
||||
│ - Check all configs are valid │
|
||||
│ - Verify dependencies are resolvable │
|
||||
│ - Estimate costs and timeline │
|
||||
│ - Identify risks │
|
||||
└──────────────┬──────────────────────────┘
|
||||
↓
|
||||
Execute Workflow?
|
||||
├─ User approves: Start execution
|
||||
└─ User modifies: Return to planning
|
||||
↓
|
||||
┌─────────────────────────────────────────┐
|
||||
│ Phase-by-Phase Execution │
|
||||
│ - Execute one logical phase │
|
||||
│ - Monitor for errors │
|
||||
│ - Report progress │
|
||||
│ - Ask for decisions if needed │
|
||||
└──────────────┬──────────────────────────┘
|
||||
↓
|
||||
All Phases Complete?
|
||||
├─ No: Continue to next phase
|
||||
└─ Yes: Final validation
|
||||
↓
|
||||
┌─────────────────────────────────────────┐
|
||||
│ Final Validation & Reporting │
|
||||
│ - Smoke tests │
|
||||
│ - Connectivity tests │
|
||||
│ - Compliance verification │
|
||||
│ - Performance checks │
|
||||
│ - Generate final report │
|
||||
└──────────────┬──────────────────────────┘
|
||||
↓
|
||||
Success: Deployment Complete
|
||||
```
|
||||
|
||||
## Planned Agent Types
|
||||
|
||||
### 1. Database Specialist Agent
|
||||
|
||||
```
|
||||
Responsibilities:
|
||||
- Create and configure databases
|
||||
- Set up replication and backups
|
||||
- Configure encryption and security
|
||||
- Monitor database health
|
||||
- Handle database-specific issues
|
||||
|
||||
Examples:
|
||||
- Provision PostgreSQL cluster with replication
|
||||
- Set up MySQL with read replicas
|
||||
- Configure MongoDB sharding
|
||||
- Create backup pipelines
|
||||
```
|
||||
|
||||
### 2. Kubernetes Specialist Agent
|
||||
|
||||
```
|
||||
Responsibilities:
|
||||
- Create and configure Kubernetes clusters
|
||||
- Configure networking and ingress
|
||||
- Set up autoscaling policies
|
||||
- Deploy cluster add-ons
|
||||
- Manage workload placement
|
||||
|
||||
Examples:
|
||||
- Create EKS/GKE/AKS cluster
|
||||
- Configure Istio service mesh
|
||||
- Deploy Prometheus + Grafana
|
||||
- Configure auto-scaling policies
|
||||
```
|
||||
|
||||
### 3. Infrastructure Agent
|
||||
|
||||
```
|
||||
Responsibilities:
|
||||
- Create networking infrastructure
|
||||
- Configure security and firewalls
|
||||
- Set up load balancers
|
||||
- Configure DNS and CDN
|
||||
- Manage identity and access
|
||||
|
||||
Examples:
|
||||
- Create VPC with subnets
|
||||
- Configure security groups
|
||||
- Set up application load balancer
|
||||
- Configure Route53 DNS
|
||||
```
|
||||
|
||||
### 4. Monitoring Agent
|
||||
|
||||
```
|
||||
Responsibilities:
|
||||
- Deploy monitoring stack
|
||||
- Configure alerting
|
||||
- Set up logging infrastructure
|
||||
- Create dashboards
|
||||
- Configure notification channels
|
||||
|
||||
Examples:
|
||||
- Deploy Prometheus + Grafana
|
||||
- Set up CloudWatch dashboards
|
||||
- Configure log aggregation
|
||||
- Set up PagerDuty integration
|
||||
```
|
||||
|
||||
### 5. Compliance Agent
|
||||
|
||||
```
|
||||
Responsibilities:
|
||||
- Check security policies
|
||||
- Verify compliance requirements
|
||||
- Audit configurations
|
||||
- Generate compliance reports
|
||||
- Recommend security improvements
|
||||
|
||||
Examples:
|
||||
- Check PCI-DSS compliance
|
||||
- Verify encryption settings
|
||||
- Audit access controls
|
||||
- Generate compliance report
|
||||
```
|
||||
|
||||
## Usage Examples
|
||||
|
||||
### Example 1: Development Environment Setup
|
||||
|
||||
```
|
||||
$ provisioning ai agent --goal "Set up dev environment for Python web app"
|
||||
|
||||
Agent Plan Generated:
|
||||
┌─────────────────────────────────────────┐
|
||||
│ Environment: Development │
|
||||
│ Components: PostgreSQL + Redis + Monitoring
|
||||
│ │
|
||||
│ Phase 1: Database (1-2 min) │
|
||||
│ - PostgreSQL 15 │
|
||||
│ - 10 GB storage │
|
||||
│ - Dev security settings │
|
||||
│ │
|
||||
│ Phase 2: Cache (1 min) │
|
||||
│ - Redis Cluster Mode disabled │
|
||||
│ - Single node │
|
||||
│ - 2 GB memory │
|
||||
│ │
|
||||
│ Phase 3: Monitoring (1-2 min) │
|
||||
│ - Prometheus (metrics) │
|
||||
│ - Grafana (dashboards) │
|
||||
│ - Log aggregation │
|
||||
│ │
|
||||
│ Estimated time: 5-10 minutes │
|
||||
│ Estimated cost: $15/month │
|
||||
│ │
|
||||
│ [Approve] [Modify] [Cancel] │
|
||||
└─────────────────────────────────────────┘
|
||||
|
||||
Agent: Approve to proceed with setup.
|
||||
|
||||
User: Approve
|
||||
|
||||
[Agent execution starts]
|
||||
Creating PostgreSQL... [████████░░] 80%
|
||||
Creating Redis... [░░░░░░░░░░] 0%
|
||||
[Waiting for PostgreSQL creation...]
|
||||
|
||||
PostgreSQL created successfully!
|
||||
Connection string: postgresql://dev:pwd@db.internal:5432/app
|
||||
|
||||
Creating Redis... [████████░░] 80%
|
||||
[Waiting for Redis creation...]
|
||||
|
||||
Redis created successfully!
|
||||
Connection string: redis://cache.internal:6379
|
||||
|
||||
Deploying monitoring... [████████░░] 80%
|
||||
[Waiting for Grafana startup...]
|
||||
|
||||
All services deployed successfully!
|
||||
Grafana dashboards: [http://grafana.internal:3000](http://grafana.internal:3000)
|
||||
```
|
||||
|
||||
### Example 2: Production Kubernetes Deployment
|
||||
|
||||
```
|
||||
$ provisioning ai agent --interactive \
|
||||
--goal "Deploy production Kubernetes cluster with managed databases"
|
||||
|
||||
Agent Analysis:
|
||||
- Cluster size: 3-10 nodes (auto-scaling)
|
||||
- Databases: RDS PostgreSQL + ElastiCache Redis
|
||||
- Monitoring: Full observability stack
|
||||
- Security: TLS, encryption, VPC isolation
|
||||
|
||||
Agent suggests modifications:
|
||||
1. Enable cross-AZ deployment for HA
|
||||
2. Add backup retention: 30 days
|
||||
3. Add network policies for security
|
||||
4. Enable cluster autoscaling
|
||||
Approve all? [yes/review]
|
||||
|
||||
User: Review
|
||||
|
||||
Agent points out:
|
||||
- Network policies may affect performance
|
||||
- Cross-AZ increases costs by ~20%
|
||||
- Backup retention meets compliance
|
||||
|
||||
User: Approve with modifications
|
||||
- Network policies: use audit mode first
|
||||
- Keep cross-AZ
|
||||
- Keep backups
|
||||
|
||||
[Agent creates configs with modifications]
|
||||
|
||||
Configs generated:
|
||||
✓ infrastructure/vpc.ncl
|
||||
✓ infrastructure/kubernetes.ncl
|
||||
✓ databases/postgres.ncl
|
||||
✓ databases/redis.ncl
|
||||
✓ monitoring/prometheus.ncl
|
||||
✓ monitoring/grafana.ncl
|
||||
|
||||
Estimated deployment time: 15-20 minutes
|
||||
Estimated cost: $2,500/month
|
||||
|
||||
[Start deployment?] [Review configs]
|
||||
|
||||
User: Review configs
|
||||
|
||||
[User reviews and approves]
|
||||
|
||||
[Agent executes deployment in phases]
|
||||
```
|
||||
|
||||
## Safety and Control
|
||||
|
||||
### Human-in-the-Loop Checkpoints
|
||||
|
||||
Agents stop and ask humans for approval at critical points:
|
||||
|
||||
```
|
||||
Automatic Approval (Agent decides):
|
||||
- Create configuration
|
||||
- Validate configuration
|
||||
- Check dependencies
|
||||
- Generate execution plan
|
||||
|
||||
Human Approval Required:
|
||||
- First-time resource creation
|
||||
- Cost changes > 10%
|
||||
- Security policy changes
|
||||
- Cross-region deployment
|
||||
- Data deletion operations
|
||||
- Major version upgrades
|
||||
```
|
||||
|
||||
### Decision Logging
|
||||
|
||||
All decisions logged for audit trail:
|
||||
|
||||
```
|
||||
Agent Decision Log:
|
||||
| 2025-01-13 10:00:00 | Generate database config |
|
||||
| 2025-01-13 10:00:05 | Config validation: PASS |
|
||||
| 2025-01-13 10:00:07 | Requesting human approval: "Create new PostgreSQL instance" |
|
||||
| 2025-01-13 10:00:45 | Human approval: APPROVED |
|
||||
| 2025-01-13 10:00:47 | Cost estimate: $100/month - within budget |
|
||||
| 2025-01-13 10:01:00 | Creating infrastructure... |
|
||||
| 2025-01-13 10:02:15 | Database created successfully |
|
||||
| 2025-01-13 10:02:16 | Running health checks... |
|
||||
| 2025-01-13 10:02:45 | Health check: PASSED |
|
||||
```
|
||||
|
||||
### Rollback Capability
|
||||
|
||||
Agents can rollback on failure:
|
||||
|
||||
```
|
||||
Scenario: Database creation succeeds, but Kubernetes creation fails
|
||||
|
||||
Agent behavior:
|
||||
1. Detect failure in Kubernetes phase
|
||||
2. Try recovery (retry, different configuration)
|
||||
3. Recovery fails
|
||||
4. Ask human: "Kubernetes creation failed. Rollback database creation? [yes/no]"
|
||||
5. If yes: Delete database, clean up, report failure
|
||||
6. If no: Keep database, manual cleanup needed
|
||||
|
||||
Full rollback capability if entire workflow fails before human approval.
|
||||
```
|
||||
|
||||
## Configuration
|
||||
|
||||
### Agent Settings
|
||||
|
||||
```
|
||||
# In provisioning/config/ai.toml
|
||||
[ai.agents]
|
||||
enabled = true
|
||||
|
||||
# Agent decision-making
|
||||
auto_approve_threshold = 0.95 # Approve if confidence > 95%
|
||||
require_approval_for = [
|
||||
"first_resource_creation",
|
||||
"cost_change_above_percent",
|
||||
"security_policy_change",
|
||||
"data_deletion",
|
||||
]
|
||||
|
||||
cost_change_threshold_percent = 10
|
||||
|
||||
# Execution control
|
||||
max_parallel_phases = 2
|
||||
phase_timeout_minutes = 30
|
||||
execution_log_retention_days = 90
|
||||
|
||||
# Safety
|
||||
dry_run_mode = false # Always perform dry run first
|
||||
require_final_approval = true
|
||||
rollback_on_failure = true
|
||||
|
||||
# Learning
|
||||
track_agent_decisions = true
|
||||
track_success_rate = true
|
||||
improve_from_feedback = true
|
||||
```
|
||||
|
||||
## Success Criteria (Q2 2025)
|
||||
|
||||
- ✅ Agents complete 5 standard workflows without human intervention
|
||||
- ✅ Cost estimation accuracy within 5%
|
||||
- ✅ Execution time matches or beats manual setup by 30%
|
||||
- ✅ Success rate > 95% for tested scenarios
|
||||
- ✅ Zero unapproved critical decisions
|
||||
- ✅ Full decision audit trail for all operations
|
||||
- ✅ Rollback capability tested and verified
|
||||
- ✅ User satisfaction > 8/10 in testing
|
||||
- ✅ Documentation complete with examples
|
||||
- ✅ Integration with form assistance and NLC working
|
||||
|
||||
## Related Documentation
|
||||
|
||||
- [Architecture](architecture.md) - AI system overview
|
||||
- [Natural Language Config](natural-language-config.md) - Config generation
|
||||
- [AI-Assisted Forms](ai-assisted-forms.md) - Interactive forms
|
||||
- [Configuration](configuration.md) - Setup guide
|
||||
- [ADR-015](../architecture/adr/adr-015-ai-integration-architecture.md) - Design decisions
|
||||
|
||||
---
|
||||
|
||||
**Status**: 🔴 Planned
|
||||
**Target Release**: Q2 2025
|
||||
**Last Updated**: 2025-01-13
|
||||
**Component**: typdialog-ag
|
||||
**Architecture**: Complete
|
||||
**Implementation**: In Design Phase
|
||||
|
||||
@ -1 +1,438 @@
|
||||
# AI-Assisted Forms
|
||||
# AI-Assisted Forms (typdialog-ai)
|
||||
|
||||
**Status**: 🔴 Planned (Q2 2025 target)
|
||||
|
||||
AI-Assisted Forms is a planned feature that integrates intelligent suggestions, context-aware assistance, and natural language understanding into the
|
||||
typdialog web UI. This enables users to configure infrastructure through interactive forms with real-time AI guidance.
|
||||
|
||||
## Feature Overview
|
||||
|
||||
### What It Does
|
||||
|
||||
Enhance configuration forms with AI-powered assistance:
|
||||
|
||||
```
|
||||
User typing in form field: "storage"
|
||||
↓
|
||||
AI analyzes context:
|
||||
- Current form (database configuration)
|
||||
- Field type (storage capacity)
|
||||
- Similar past configurations
|
||||
- Best practices for this workload
|
||||
↓
|
||||
Suggestions appear:
|
||||
✓ "100 GB (standard production size)"
|
||||
✓ "50 GB (development environment)"
|
||||
✓ "500 GB (large-scale analytics)"
|
||||
```
|
||||
|
||||
### Primary Use Cases
|
||||
|
||||
1. **Guided Configuration**: Step-by-step assistance filling complex forms
|
||||
2. **Error Explanation**: AI explains validation failures in plain English
|
||||
3. **Smart Autocomplete**: Suggestions based on context, not just keywords
|
||||
4. **Learning**: New users learn patterns from AI explanations
|
||||
5. **Efficiency**: Experienced users get quick suggestions
|
||||
|
||||
## Architecture
|
||||
|
||||
### User Interface Integration
|
||||
|
||||
```
|
||||
┌────────────────────────────────────────┐
|
||||
│ Typdialog Web UI (React/TypeScript) │
|
||||
│ │
|
||||
│ ┌──────────────────────────────────┐ │
|
||||
│ │ Form Fields │ │
|
||||
│ │ │ │
|
||||
│ │ Database Engine: [postgresql ▼] │ │
|
||||
│ │ Storage (GB): [100 GB ↓ ?] │ │
|
||||
│ │ AI suggestions │ │
|
||||
│ │ Encryption: [✓ enabled ] │ │
|
||||
│ │ "Required for │ │
|
||||
│ │ production" │ │
|
||||
│ │ │ │
|
||||
│ │ [← Back] [Next →] │ │
|
||||
│ └──────────────────────────────────┘ │
|
||||
│ ↓ │
|
||||
│ AI Assistance Panel │
|
||||
│ (suggestions & explanations) │
|
||||
└────────────────────────────────────────┘
|
||||
↓ ↑
|
||||
User Input AI Service
|
||||
(port 8083)
|
||||
```
|
||||
|
||||
### Suggestion Pipeline
|
||||
|
||||
```
|
||||
User Event (typing, focusing field, validation error)
|
||||
↓
|
||||
┌─────────────────────────────────────┐
|
||||
│ Context Extraction │
|
||||
│ - Current field and value │
|
||||
│ - Form schema and constraints │
|
||||
│ - Other filled fields │
|
||||
│ - User role and workspace │
|
||||
└─────────────────────┬───────────────┘
|
||||
↓
|
||||
┌─────────────────────────────────────┐
|
||||
│ RAG Retrieval │
|
||||
│ - Find similar configs │
|
||||
│ - Get examples for field type │
|
||||
│ - Retrieve relevant documentation │
|
||||
│ - Find validation rules │
|
||||
└─────────────────────┬───────────────┘
|
||||
↓
|
||||
┌─────────────────────────────────────┐
|
||||
│ Suggestion Generation │
|
||||
│ - AI generates suggestions │
|
||||
│ - Rank by relevance │
|
||||
│ - Format for display │
|
||||
│ - Generate explanation │
|
||||
└─────────────────────┬───────────────┘
|
||||
↓
|
||||
┌─────────────────────────────────────┐
|
||||
│ Response Formatting │
|
||||
│ - Debounce (don't update too fast) │
|
||||
│ - Cache identical results │
|
||||
│ - Stream if long response │
|
||||
│ - Display to user │
|
||||
└─────────────────────────────────────┘
|
||||
```
|
||||
|
||||
## Planned Features
|
||||
|
||||
### 1. Smart Field Suggestions
|
||||
|
||||
Intelligent suggestions based on context:
|
||||
|
||||
```
|
||||
Scenario: User filling database configuration form
|
||||
|
||||
1. Engine selection
|
||||
User types: "post"
|
||||
Suggestion: "postgresql" (99% match)
|
||||
Explanation: "PostgreSQL is the most popular open-source relational database"
|
||||
|
||||
2. Storage size
|
||||
User has selected: "postgresql", "production", "web-application"
|
||||
Suggestions appear:
|
||||
• "100 GB" (standard production web app database)
|
||||
• "500 GB" (if expected growth > 1000 connections)
|
||||
• "1 TB" (high-traffic SaaS platform)
|
||||
Explanation: "For typical web applications with 1000s of concurrent users, 100 GB is recommended"
|
||||
|
||||
3. Backup frequency
|
||||
User has selected: "production", "critical-data"
|
||||
Suggestions appear:
|
||||
• "Daily" (standard for critical databases)
|
||||
• "Hourly" (for data warehouses with frequent updates)
|
||||
Explanation: "Critical production data requires daily or more frequent backups"
|
||||
```
|
||||
|
||||
### 2. Validation Error Explanation
|
||||
|
||||
Human-readable error messages with fixes:
|
||||
|
||||
```
|
||||
User enters: "storage = -100"
|
||||
|
||||
Current behavior:
|
||||
✗ Error: Expected positive integer
|
||||
|
||||
Planned AI behavior:
|
||||
✗ Storage must be positive (1-65535 GB)
|
||||
|
||||
Why: Negative storage doesn't make sense.
|
||||
Storage capacity must be at least 1 GB.
|
||||
|
||||
Fix suggestions:
|
||||
• Use 100 GB (typical production size)
|
||||
• Use 50 GB (development environment)
|
||||
• Use your required size in GB
|
||||
```
|
||||
|
||||
### 3. Field-to-Field Context Awareness
|
||||
|
||||
Suggestions change based on other fields:
|
||||
|
||||
```
|
||||
Scenario: Multi-step configuration form
|
||||
|
||||
Step 1: Select environment
|
||||
User: "production"
|
||||
→ Form shows constraints: (min storage 50GB, encryption required, backup required)
|
||||
|
||||
Step 2: Select database engine
|
||||
User: "postgresql"
|
||||
→ Suggestions adapted:
|
||||
- PostgreSQL 15 recommended for production
|
||||
- Point-in-time recovery available
|
||||
- Replication options highlighted
|
||||
|
||||
Step 3: Storage size
|
||||
→ Suggestions show:
|
||||
- Minimum 50 GB for production
|
||||
- Examples from similar production configs
|
||||
- Cost estimate updates in real-time
|
||||
|
||||
Step 4: Encryption
|
||||
→ Suggestion appears: "Recommended: AES-256"
|
||||
→ Explanation: "Required for production environments"
|
||||
```
|
||||
|
||||
### 4. Inline Documentation
|
||||
|
||||
Quick access to relevant docs:
|
||||
|
||||
```
|
||||
Field: "Backup Retention Days"
|
||||
|
||||
Suggestion popup:
|
||||
┌─────────────────────────────────┐
|
||||
│ Suggested value: 30 │
|
||||
│ │
|
||||
│ Why: 30 days is industry-standard│
|
||||
│ standard for compliance (PCI-DSS)│
|
||||
│ │
|
||||
│ Learn more: │
|
||||
│ → Backup best practices guide │
|
||||
│ → Your compliance requirements │
|
||||
│ → Cost vs retention trade-offs │
|
||||
└─────────────────────────────────┘
|
||||
```
|
||||
|
||||
### 5. Multi-Field Suggestions
|
||||
|
||||
Suggest multiple related fields together:
|
||||
|
||||
```
|
||||
User selects: environment = "production"
|
||||
|
||||
AI suggests completing:
|
||||
┌─────────────────────────────────┐
|
||||
│ Complete Production Setup │
|
||||
│ │
|
||||
│ Based on production environment │
|
||||
│ we recommend: │
|
||||
│ │
|
||||
│ Encryption: enabled │ ← Auto-fill
|
||||
│ Backups: daily │ ← Auto-fill
|
||||
│ Monitoring: enabled │ ← Auto-fill
|
||||
│ High availability: enabled │ ← Auto-fill
|
||||
│ Retention: 30 days │ ← Auto-fill
|
||||
│ │
|
||||
│ [Accept All] [Review] [Skip] │
|
||||
└─────────────────────────────────┘
|
||||
```
|
||||
|
||||
## Implementation Components
|
||||
|
||||
### Frontend (typdialog-ai JavaScript/TypeScript)
|
||||
|
||||
```
|
||||
// React component for field with AI assistance
|
||||
interface AIFieldProps {
|
||||
fieldName: string;
|
||||
fieldType: string;
|
||||
currentValue: string;
|
||||
formContext: Record<string, any>;
|
||||
schema: FieldSchema;
|
||||
}
|
||||
|
||||
function AIAssistedField({fieldName, formContext, schema}: AIFieldProps) {
|
||||
const [suggestions, setSuggestions] = useState<Suggestion[]>([]);
|
||||
const [explanation, setExplanation] = useState<string>("");
|
||||
|
||||
// Debounced suggestion generation
|
||||
useEffect(() => {
|
||||
const timer = setTimeout(async () => {
|
||||
const suggestions = await ai.suggestFieldValue({
|
||||
field: fieldName,
|
||||
context: formContext,
|
||||
schema: schema,
|
||||
});
|
||||
setSuggestions(suggestions);
|
||||
| setExplanation(suggestions[0]?.explanation | | ""); |
|
||||
}, 300); // Debounce 300ms
|
||||
|
||||
return () => clearTimeout(timer);
|
||||
}, [formContext[fieldName]]);
|
||||
|
||||
return (
|
||||
<div className="ai-field">
|
||||
<input
|
||||
value={formContext[fieldName]}
|
||||
onChange={(e) => handleChange(e.target.value)}
|
||||
/>
|
||||
|
||||
{suggestions.length > 0 && (
|
||||
<div className="ai-suggestions">
|
||||
{suggestions.map((s) => (
|
||||
<button key={s.value} onClick={() => accept(s.value)}>
|
||||
{s.label}
|
||||
</button>
|
||||
))}
|
||||
{explanation && (
|
||||
<p className="ai-explanation">{explanation}</p>
|
||||
)}
|
||||
</div>
|
||||
)}
|
||||
</div>
|
||||
);
|
||||
}
|
||||
```
|
||||
|
||||
### Backend Service Integration
|
||||
|
||||
```
|
||||
// In AI Service: field suggestion endpoint
|
||||
async fn suggest_field_value(
|
||||
req: SuggestFieldRequest,
|
||||
) -> Result<Vec<Suggestion>> {
|
||||
// Build context for the suggestion
|
||||
let context = build_field_context(&req.form_context, &req.field_name)?;
|
||||
|
||||
// Retrieve relevant examples from RAG
|
||||
let examples = rag.search_by_field(&req.field_name, &context)?;
|
||||
|
||||
// Generate suggestions via LLM
|
||||
let suggestions = llm.generate_suggestions(
|
||||
&req.field_name,
|
||||
&req.field_type,
|
||||
&context,
|
||||
&examples,
|
||||
).await?;
|
||||
|
||||
// Rank and format suggestions
|
||||
let ranked = rank_suggestions(suggestions, &context);
|
||||
|
||||
Ok(ranked)
|
||||
}
|
||||
```
|
||||
|
||||
## Configuration
|
||||
|
||||
### Form Assistant Settings
|
||||
|
||||
```
|
||||
# In provisioning/config/ai.toml
|
||||
[ai.forms]
|
||||
enabled = true
|
||||
|
||||
# Suggestion delivery
|
||||
suggestions_enabled = true
|
||||
suggestions_debounce_ms = 300
|
||||
max_suggestions_per_field = 3
|
||||
|
||||
# Error explanations
|
||||
error_explanations_enabled = true
|
||||
explain_validation_errors = true
|
||||
suggest_fixes = true
|
||||
|
||||
# Field context awareness
|
||||
field_context_enabled = true
|
||||
cross_field_suggestions = true
|
||||
|
||||
# Inline documentation
|
||||
inline_docs_enabled = true
|
||||
docs_link_type = "modal" # or "sidebar", "tooltip"
|
||||
|
||||
# Performance
|
||||
cache_suggestions = true
|
||||
cache_ttl_seconds = 3600
|
||||
|
||||
# Learning
|
||||
track_accepted_suggestions = true
|
||||
track_rejected_suggestions = true
|
||||
```
|
||||
|
||||
## User Experience Flow
|
||||
|
||||
### Scenario: New User Configuring PostgreSQL
|
||||
|
||||
```
|
||||
1. User opens typdialog form
|
||||
- Form title: "Create Database"
|
||||
- First field: "Database Engine"
|
||||
- AI shows: "PostgreSQL recommended for relational data"
|
||||
|
||||
2. User types "post"
|
||||
- Autocomplete shows: "postgresql"
|
||||
- AI explains: "PostgreSQL is the most stable open-source database"
|
||||
|
||||
3. User selects "postgresql"
|
||||
- Form progresses
|
||||
- Next field: "Version"
|
||||
- AI suggests: "PostgreSQL 15 (latest stable)"
|
||||
- Explanation: "Version 15 is current stable, recommended for new deployments"
|
||||
|
||||
4. User selects version 15
|
||||
- Next field: "Environment"
|
||||
- User selects "production"
|
||||
- AI note appears: "Production environment requires encryption and backups"
|
||||
|
||||
5. Next field: "Storage (GB)"
|
||||
- Form shows: Minimum 50 GB (production requirement)
|
||||
- AI suggestions:
|
||||
• 100 GB (standard production)
|
||||
• 250 GB (high-traffic site)
|
||||
- User accepts: 100 GB
|
||||
|
||||
6. Validation error on next field
|
||||
- Old behavior: "Invalid backup_days value"
|
||||
- New behavior:
|
||||
"Backup retention must be 1-35 days. Recommended: 30 days.
|
||||
30-day retention meets compliance requirements for production systems."
|
||||
|
||||
7. User completes form
|
||||
- Summary shows all AI-assisted decisions
|
||||
- Generate button creates configuration
|
||||
```
|
||||
|
||||
## Integration with Natural Language Generation
|
||||
|
||||
NLC and form assistance share the same backend:
|
||||
|
||||
```
|
||||
Natural Language Generation AI-Assisted Forms
|
||||
↓ ↓
|
||||
"Create a PostgreSQL db" Select field values
|
||||
↓ ↓
|
||||
Intent Extraction Context Extraction
|
||||
↓ ↓
|
||||
RAG Search RAG Search (same results)
|
||||
↓ ↓
|
||||
LLM Generation LLM Suggestions
|
||||
↓ ↓
|
||||
Config Output Form Field Population
|
||||
```
|
||||
|
||||
## Success Criteria (Q2 2025)
|
||||
|
||||
- ✅ Suggestions appear within 300ms of user action
|
||||
- ✅ 80% suggestion acceptance rate in user testing
|
||||
- ✅ Error explanations clearly explain issues and fixes
|
||||
- ✅ Cross-field context awareness works for 5+ database scenarios
|
||||
- ✅ Form completion time reduced by 40% with AI
|
||||
- ✅ User satisfaction > 8/10 in testing
|
||||
- ✅ No false suggestions (all suggestions are valid)
|
||||
- ✅ Offline mode works with cached suggestions
|
||||
|
||||
## Related Documentation
|
||||
|
||||
- [Architecture](architecture.md) - AI system overview
|
||||
- [Natural Language Config](natural-language-config.md) - Related generation feature
|
||||
- [RAG System](rag-system.md) - Suggestion retrieval
|
||||
- [Configuration](configuration.md) - Setup guide
|
||||
- [ADR-015](../architecture/adr/adr-015-ai-integration-architecture.md) - Design decisions
|
||||
|
||||
---
|
||||
|
||||
**Status**: 🔴 Planned
|
||||
**Target Release**: Q2 2025
|
||||
**Last Updated**: 2025-01-13
|
||||
**Component**: typdialog-ai
|
||||
**Architecture**: Complete
|
||||
**Implementation**: In Design Phase
|
||||
|
||||
@ -1 +0,0 @@
|
||||
# API Reference
|
||||
@ -1 +1,194 @@
|
||||
# Architecture
|
||||
# AI Integration Architecture
|
||||
|
||||
## Overview
|
||||
|
||||
The provisioning platform's AI system provides intelligent capabilities for configuration generation, troubleshooting, and automation. The
|
||||
architecture consists of multiple layers designed for reliability, security, and performance.
|
||||
|
||||
## Core Components - Production-Ready
|
||||
|
||||
### 1. AI Service (`provisioning/platform/ai-service`)
|
||||
|
||||
**Status**: ✅ Production-Ready (2,500+ lines Rust code)
|
||||
|
||||
The core AI service provides:
|
||||
- Multi-provider LLM support (Anthropic Claude, OpenAI GPT-4, local models)
|
||||
- Streaming response support for real-time feedback
|
||||
- Request caching with LRU and semantic similarity
|
||||
- Rate limiting and cost control
|
||||
- Comprehensive error handling
|
||||
- HTTP REST API on port 8083
|
||||
|
||||
**Supported Models**:
|
||||
- Claude Sonnet 4, Claude Opus 4 (Anthropic)
|
||||
- GPT-4 Turbo, GPT-4 (OpenAI)
|
||||
- Llama 3, Mistral (local/on-premise)
|
||||
|
||||
### 2. RAG System (Retrieval-Augmented Generation)
|
||||
|
||||
**Status**: ✅ Production-Ready (22/22 tests passing)
|
||||
|
||||
The RAG system enables AI to access and reason over platform documentation:
|
||||
- Vector embeddings via SurrealDB vector store
|
||||
- Hybrid search: vector similarity + BM25 keyword search
|
||||
- Document chunking (code and markdown aware)
|
||||
- Relevance ranking and context selection
|
||||
- Semantic caching for repeated queries
|
||||
|
||||
**Capabilities**:
|
||||
```
|
||||
provisioning ai query "How do I set up Kubernetes?"
|
||||
provisioning ai template "Describe my infrastructure"
|
||||
```
|
||||
|
||||
### 3. MCP Server (Model Context Protocol)
|
||||
|
||||
**Status**: ✅ Production-Ready
|
||||
|
||||
Provides Model Context Protocol integration:
|
||||
- Standardized tool interface for LLMs
|
||||
- Complex workflow composition
|
||||
- Integration with external AI systems (Claude, other LLMs)
|
||||
- Tool calling for provisioning operations
|
||||
|
||||
### 4. CLI Integration
|
||||
|
||||
**Status**: ✅ Production-Ready
|
||||
|
||||
Interactive commands:
|
||||
```
|
||||
provisioning ai template --prompt "Describe infrastructure"
|
||||
provisioning ai query --prompt "Configuration question"
|
||||
provisioning ai chat # Interactive mode
|
||||
```
|
||||
|
||||
**Configuration**:
|
||||
```
|
||||
[ai]
|
||||
enabled = true
|
||||
provider = "anthropic" # or "openai" or "local"
|
||||
model = "claude-sonnet-4"
|
||||
|
||||
[ai.cache]
|
||||
enabled = true
|
||||
semantic_similarity = true
|
||||
ttl_seconds = 3600
|
||||
|
||||
[ai.limits]
|
||||
max_tokens = 4096
|
||||
temperature = 0.7
|
||||
```
|
||||
|
||||
## Planned Components - Q2 2025
|
||||
|
||||
### Autonomous Agents (typdialog-ag)
|
||||
|
||||
**Status**: 🔴 Planned
|
||||
|
||||
Self-directed agents for complex tasks:
|
||||
- Multi-step workflow execution
|
||||
- Decision making and adaptation
|
||||
- Monitoring and self-healing recommendations
|
||||
|
||||
### AI-Assisted Forms (typdialog-ai)
|
||||
|
||||
**Status**: 🔴 Planned
|
||||
|
||||
Real-time AI suggestions in configuration forms:
|
||||
- Context-aware field recommendations
|
||||
- Validation error explanations
|
||||
- Auto-completion for infrastructure patterns
|
||||
|
||||
### Advanced Features
|
||||
|
||||
- Fine-tuning capabilities for custom models
|
||||
- Autonomous workflow execution with human approval
|
||||
- Cedar authorization policies for AI actions
|
||||
- Custom knowledge bases per workspace
|
||||
|
||||
## Architecture Diagram
|
||||
|
||||
```
|
||||
┌─────────────────────────────────────────────────┐
|
||||
│ User Interface │
|
||||
│ ├── CLI (provisioning ai ...) │
|
||||
│ ├── Web UI (typdialog) │
|
||||
│ └── MCP Client (Claude, etc.) │
|
||||
└──────────────┬──────────────────────────────────┘
|
||||
↓
|
||||
┌──────────────────────────────────────────────────┐
|
||||
│ AI Service (Port 8083) │
|
||||
│ ├── Request Router │
|
||||
│ ├── Cache Layer (LRU + Semantic) │
|
||||
│ ├── Prompt Engineering │
|
||||
│ └── Response Streaming │
|
||||
└──────┬─────────────────┬─────────────────────────┘
|
||||
↓ ↓
|
||||
┌─────────────┐ ┌──────────────────┐
|
||||
│ RAG System │ │ LLM Provider │
|
||||
│ SurrealDB │ │ ├── Anthropic │
|
||||
│ Vector DB │ │ ├── OpenAI │
|
||||
│ + BM25 │ │ └── Local Model │
|
||||
└─────────────┘ └──────────────────┘
|
||||
↓ ↓
|
||||
┌──────────────────────────────────────┐
|
||||
│ Cached Responses + Real Responses │
|
||||
│ Streamed to User │
|
||||
└──────────────────────────────────────┘
|
||||
```
|
||||
|
||||
## Performance Characteristics
|
||||
|
||||
| | Metric | Value | |
|
||||
| | -------- | ------- | |
|
||||
| | Cold response (cache miss) | 2-5 seconds | |
|
||||
| | Cached response | <500ms | |
|
||||
| | Streaming start time | <1 second | |
|
||||
| | AI service memory usage | ~200MB at rest | |
|
||||
| | Cache size (configurable) | Up to 500MB | |
|
||||
| | Vector DB (SurrealDB) | Included, auto-managed | |
|
||||
|
||||
## Security Model
|
||||
|
||||
### Cedar Authorization
|
||||
|
||||
All AI operations controlled by Cedar policies:
|
||||
- User role-based access control
|
||||
- Operation-specific permissions
|
||||
- Complete audit logging
|
||||
|
||||
### Secret Protection
|
||||
|
||||
- Secrets never sent to external LLMs
|
||||
- PII/sensitive data sanitized before API calls
|
||||
- Encryption at rest in local cache
|
||||
- HSM support for key storage
|
||||
|
||||
### Local Model Support
|
||||
|
||||
Air-gapped deployments:
|
||||
- On-premise LLM models (Llama 3, Mistral)
|
||||
- Zero external API calls
|
||||
- Full data privacy compliance
|
||||
- Ideal for classified environments
|
||||
|
||||
## Configuration
|
||||
|
||||
See [Configuration Guide](configuration.md) for:
|
||||
- LLM provider setup
|
||||
- Cache configuration
|
||||
- Cost limits and budgets
|
||||
- Security policies
|
||||
|
||||
## Related Documentation
|
||||
|
||||
- [RAG System](rag-system.md) - Retrieval implementation details
|
||||
- [Security Policies](security-policies.md) - Authorization and safety controls
|
||||
- [Configuration Guide](configuration.md) - Setup instructions
|
||||
- [ADR-015](../architecture/adr/adr-015-ai-integration-architecture.md) - Design decisions
|
||||
|
||||
---
|
||||
|
||||
**Last Updated**: 2025-01-13
|
||||
**Status**: ✅ Production-Ready (core system)
|
||||
**Test Coverage**: 22/22 tests passing
|
||||
|
||||
@ -1 +1,64 @@
|
||||
# Configuration Generation
|
||||
# Configuration Generation (typdialog-prov-gen)
|
||||
|
||||
**Status**: 🔴 Planned for Q2 2025
|
||||
|
||||
## Overview
|
||||
|
||||
The Configuration Generator (typdialog-prov-gen) will provide template-based Nickel configuration generation with AI-powered customization.
|
||||
|
||||
## Planned Features
|
||||
|
||||
### Template Selection
|
||||
- Library of production-ready infrastructure templates
|
||||
- AI recommends templates based on requirements
|
||||
- Preview before generation
|
||||
|
||||
### Customization via Natural Language
|
||||
```
|
||||
provisioning ai config-gen \
|
||||
--template "kubernetes-cluster" \
|
||||
--customize "Add Prometheus monitoring, increase replicas to 5, use us-east-1"
|
||||
```
|
||||
|
||||
### Multi-Provider Support
|
||||
- AWS, Hetzner, UpCloud, local infrastructure
|
||||
- Automatic provider-specific optimizations
|
||||
- Cost estimation across providers
|
||||
|
||||
### Validation and Testing
|
||||
- Type-checking via Nickel before deployment
|
||||
- Dry-run execution for safety
|
||||
- Test data fixtures for verification
|
||||
|
||||
## Architecture
|
||||
|
||||
```
|
||||
Template Library
|
||||
↓
|
||||
Template Selection (AI + User)
|
||||
↓
|
||||
Customization Layer (NL → Nickel)
|
||||
↓
|
||||
Validation (Type + Runtime)
|
||||
↓
|
||||
Generated Configuration
|
||||
```
|
||||
|
||||
## Integration Points
|
||||
|
||||
- typdialog web UI for template browsing
|
||||
- CLI for batch generation
|
||||
- AI service for customization suggestions
|
||||
- Nickel for type-safe validation
|
||||
|
||||
## Related Documentation
|
||||
|
||||
- [Natural Language Configuration](natural-language-config.md) - NL to config generation
|
||||
- [Architecture](architecture.md) - AI system overview
|
||||
- [Configuration Guide](configuration.md) - Setup instructions
|
||||
|
||||
---
|
||||
|
||||
**Status**: 🔴 Planned
|
||||
**Expected Release**: Q2 2025
|
||||
**Priority**: High (enables non-technical users to generate configs)
|
||||
|
||||
@ -1 +1,601 @@
|
||||
# Configuration
|
||||
# AI System Configuration Guide
|
||||
|
||||
**Status**: ✅ Production-Ready (Configuration system)
|
||||
|
||||
Complete setup guide for AI features in the provisioning platform. This guide covers LLM provider configuration, feature enablement, cache setup, cost
|
||||
controls, and security settings.
|
||||
|
||||
## Quick Start
|
||||
|
||||
### Minimal Configuration
|
||||
|
||||
```
|
||||
# provisioning/config/ai.toml
|
||||
[ai]
|
||||
enabled = true
|
||||
provider = "anthropic" # or "openai" or "local"
|
||||
model = "claude-sonnet-4"
|
||||
api_key = "sk-ant-..." # Set via PROVISIONING_AI_API_KEY env var
|
||||
|
||||
[ai.cache]
|
||||
enabled = true
|
||||
|
||||
[ai.limits]
|
||||
max_tokens = 4096
|
||||
temperature = 0.7
|
||||
```
|
||||
|
||||
### Initialize Configuration
|
||||
|
||||
```
|
||||
# Generate default configuration
|
||||
provisioning config init ai
|
||||
|
||||
# Edit configuration
|
||||
provisioning config edit ai
|
||||
|
||||
# Validate configuration
|
||||
provisioning config validate ai
|
||||
|
||||
# Show current configuration
|
||||
provisioning config show ai
|
||||
```
|
||||
|
||||
## Provider Configuration
|
||||
|
||||
### Anthropic Claude
|
||||
|
||||
```
|
||||
[ai]
|
||||
enabled = true
|
||||
provider = "anthropic"
|
||||
model = "claude-sonnet-4" # or "claude-opus-4", "claude-haiku-4"
|
||||
api_key = "${PROVISIONING_AI_API_KEY}"
|
||||
api_base = "[https://api.anthropic.com"](https://api.anthropic.com")
|
||||
|
||||
# Request parameters
|
||||
[ai.request]
|
||||
max_tokens = 4096
|
||||
temperature = 0.7
|
||||
top_p = 0.95
|
||||
top_k = 40
|
||||
|
||||
# Supported models
|
||||
# - claude-opus-4: Most capable, for complex reasoning ($15/MTok input, $45/MTok output)
|
||||
# - claude-sonnet-4: Balanced (recommended), ($3/MTok input, $15/MTok output)
|
||||
# - claude-haiku-4: Fast, for simple tasks ($0.80/MTok input, $4/MTok output)
|
||||
```
|
||||
|
||||
### OpenAI GPT-4
|
||||
|
||||
```
|
||||
[ai]
|
||||
enabled = true
|
||||
provider = "openai"
|
||||
model = "gpt-4-turbo" # or "gpt-4", "gpt-4o"
|
||||
api_key = "${OPENAI_API_KEY}"
|
||||
api_base = "[https://api.openai.com/v1"](https://api.openai.com/v1")
|
||||
|
||||
[ai.request]
|
||||
max_tokens = 4096
|
||||
temperature = 0.7
|
||||
top_p = 0.95
|
||||
|
||||
# Supported models
|
||||
# - gpt-4: Most capable ($0.03/1K input, $0.06/1K output)
|
||||
# - gpt-4-turbo: Better at code ($0.01/1K input, $0.03/1K output)
|
||||
# - gpt-4o: Latest, multi-modal ($5/MTok input, $15/MTok output)
|
||||
```
|
||||
|
||||
### Local Models
|
||||
|
||||
```
|
||||
[ai]
|
||||
enabled = true
|
||||
provider = "local"
|
||||
model = "llama2-70b" # or "mistral", "neural-chat"
|
||||
api_base = "[http://localhost:8000"](http://localhost:8000") # Local Ollama or LM Studio
|
||||
|
||||
# Local model support
|
||||
# - Ollama: docker run -d -v ollama:/root/.ollama -p 11434:11434 ollama/ollama
|
||||
# - LM Studio: GUI app with API
|
||||
# - vLLM: High-throughput serving
|
||||
# - llama.cpp: CPU inference
|
||||
|
||||
[ai.local]
|
||||
gpu_enabled = true
|
||||
gpu_memory_gb = 24
|
||||
max_batch_size = 4
|
||||
```
|
||||
|
||||
## Feature Configuration
|
||||
|
||||
### Enable Specific Features
|
||||
|
||||
```
|
||||
[ai.features]
|
||||
# Core features (production-ready)
|
||||
rag_search = true # Retrieve-Augmented Generation
|
||||
config_generation = true # Generate Nickel from natural language
|
||||
mcp_server = true # Model Context Protocol server
|
||||
troubleshooting = true # AI-assisted debugging
|
||||
|
||||
# Form assistance (planned Q2 2025)
|
||||
form_assistance = false # AI suggestions in forms
|
||||
form_explanations = false # AI explains validation errors
|
||||
|
||||
# Agents (planned Q2 2025)
|
||||
autonomous_agents = false # AI agents for workflows
|
||||
agent_learning = false # Agents learn from deployments
|
||||
|
||||
# Advanced features
|
||||
fine_tuning = false # Fine-tune models for domain
|
||||
knowledge_base = false # Custom knowledge base per workspace
|
||||
```
|
||||
|
||||
## Cache Configuration
|
||||
|
||||
### Cache Strategy
|
||||
|
||||
```
|
||||
[ai.cache]
|
||||
enabled = true
|
||||
cache_type = "memory" # or "redis", "disk"
|
||||
ttl_seconds = 3600 # Cache entry lifetime
|
||||
|
||||
# Memory cache (recommended for single server)
|
||||
[ai.cache.memory]
|
||||
max_size_mb = 500
|
||||
eviction_policy = "lru" # Least Recently Used
|
||||
|
||||
# Redis cache (recommended for distributed)
|
||||
[ai.cache.redis]
|
||||
url = "redis://localhost:6379"
|
||||
db = 0
|
||||
password = "${REDIS_PASSWORD}"
|
||||
ttl_seconds = 3600
|
||||
|
||||
# Disk cache (recommended for persistent caching)
|
||||
[ai.cache.disk]
|
||||
path = "/var/cache/provisioning/ai"
|
||||
max_size_mb = 5000
|
||||
|
||||
# Semantic caching (for RAG)
|
||||
[ai.cache.semantic]
|
||||
enabled = true
|
||||
similarity_threshold = 0.95 # Cache hit if query similarity > 0.95
|
||||
cache_embeddings = true # Cache embedding vectors
|
||||
```
|
||||
|
||||
### Cache Metrics
|
||||
|
||||
```
|
||||
# Monitor cache performance
|
||||
provisioning admin cache stats ai
|
||||
|
||||
# Clear cache
|
||||
provisioning admin cache clear ai
|
||||
|
||||
# Analyze cache efficiency
|
||||
provisioning admin cache analyze ai --hours 24
|
||||
```
|
||||
|
||||
## Rate Limiting and Cost Control
|
||||
|
||||
### Rate Limits
|
||||
|
||||
```
|
||||
[ai.limits]
|
||||
# Tokens per request
|
||||
max_tokens = 4096
|
||||
max_input_tokens = 8192
|
||||
max_output_tokens = 4096
|
||||
|
||||
# Requests per minute/hour
|
||||
rpm_limit = 60 # Requests per minute
|
||||
rpm_burst = 100 # Allow bursts up to 100 RPM
|
||||
|
||||
# Daily cost limit
|
||||
daily_cost_limit_usd = 100
|
||||
warn_at_percent = 80 # Warn when at 80% of daily limit
|
||||
stop_at_percent = 95 # Stop accepting requests at 95%
|
||||
|
||||
# Token usage tracking
|
||||
track_token_usage = true
|
||||
track_cost_per_request = true
|
||||
```
|
||||
|
||||
### Cost Budgeting
|
||||
|
||||
```
|
||||
[ai.budget]
|
||||
enabled = true
|
||||
monthly_limit_usd = 1000
|
||||
|
||||
# Budget alerts
|
||||
alert_at_percent = [50, 75, 90]
|
||||
alert_email = "ops@company.com"
|
||||
alert_slack = "[https://hooks.slack.com/services/..."](https://hooks.slack.com/services/...")
|
||||
|
||||
# Cost by provider
|
||||
[ai.budget.providers]
|
||||
anthropic_limit = 500
|
||||
openai_limit = 300
|
||||
local_limit = 0 # Free (run locally)
|
||||
```
|
||||
|
||||
### Track Costs
|
||||
|
||||
```
|
||||
# View cost metrics
|
||||
provisioning admin costs show ai --period month
|
||||
|
||||
# Forecast cost
|
||||
provisioning admin costs forecast ai --days 30
|
||||
|
||||
# Analyze cost by feature
|
||||
provisioning admin costs analyze ai --by feature
|
||||
|
||||
# Export cost report
|
||||
provisioning admin costs export ai --format csv --output costs.csv
|
||||
```
|
||||
|
||||
## Security Configuration
|
||||
|
||||
### Authentication
|
||||
|
||||
```
|
||||
[ai.auth]
|
||||
# API key from environment variable
|
||||
api_key = "${PROVISIONING_AI_API_KEY}"
|
||||
|
||||
# Or from secure store
|
||||
api_key_vault = "secrets/ai-api-key"
|
||||
|
||||
# Token rotation
|
||||
rotate_key_days = 90
|
||||
rotation_alert_days = 7
|
||||
|
||||
# Request signing (for cloud providers)
|
||||
sign_requests = true
|
||||
signing_method = "hmac-sha256"
|
||||
```
|
||||
|
||||
### Authorization (Cedar)
|
||||
|
||||
```
|
||||
[ai.authorization]
|
||||
enabled = true
|
||||
policy_file = "provisioning/policies/ai-policies.cedar"
|
||||
|
||||
# Example policies:
|
||||
# allow(principal, action, resource) when principal.role == "admin"
|
||||
# allow(principal == ?principal, action == "ai_generate_config", resource)
|
||||
# when principal.workspace == resource.workspace
|
||||
```
|
||||
|
||||
### Data Protection
|
||||
|
||||
```
|
||||
[ai.security]
|
||||
# Sanitize data before sending to external LLM
|
||||
sanitize_pii = true
|
||||
sanitize_secrets = true
|
||||
redact_patterns = [
|
||||
"(?i)password\\s*[:=]\\s*[^\\s]+", # Passwords
|
||||
"(?i)api[_-]?key\\s*[:=]\\s*[^\\s]+", # API keys
|
||||
"(?i)secret\\s*[:=]\\s*[^\\s]+", # Secrets
|
||||
]
|
||||
|
||||
# Encryption
|
||||
encryption_enabled = true
|
||||
encryption_algorithm = "aes-256-gcm"
|
||||
key_derivation = "argon2id"
|
||||
|
||||
# Local-only mode (never send to external LLM)
|
||||
local_only = false # Set true for air-gapped deployments
|
||||
```
|
||||
|
||||
## RAG Configuration
|
||||
|
||||
### Vector Store Setup
|
||||
|
||||
```
|
||||
[ai.rag]
|
||||
enabled = true
|
||||
|
||||
# SurrealDB backend
|
||||
[ai.rag.database]
|
||||
url = "surreal://localhost:8000"
|
||||
username = "root"
|
||||
password = "${SURREALDB_PASSWORD}"
|
||||
namespace = "provisioning"
|
||||
database = "ai_rag"
|
||||
|
||||
# Embedding model
|
||||
[ai.rag.embedding]
|
||||
provider = "openai" # or "anthropic", "local"
|
||||
model = "text-embedding-3-small"
|
||||
batch_size = 100
|
||||
cache_embeddings = true
|
||||
|
||||
# Search configuration
|
||||
[ai.rag.search]
|
||||
hybrid_enabled = true
|
||||
vector_weight = 0.7 # Weight for vector search
|
||||
keyword_weight = 0.3 # Weight for BM25 search
|
||||
top_k = 5 # Number of results to return
|
||||
rerank_enabled = false # Use cross-encoder to rerank results
|
||||
|
||||
# Chunking strategy
|
||||
[ai.rag.chunking]
|
||||
markdown_chunk_size = 1024
|
||||
markdown_overlap = 256
|
||||
code_chunk_size = 512
|
||||
code_overlap = 128
|
||||
```
|
||||
|
||||
### Index Management
|
||||
|
||||
```
|
||||
# Create indexes
|
||||
provisioning ai index create rag
|
||||
|
||||
# Rebuild indexes
|
||||
provisioning ai index rebuild rag
|
||||
|
||||
# Show index status
|
||||
provisioning ai index status rag
|
||||
|
||||
# Remove old indexes
|
||||
provisioning ai index cleanup rag --older-than 30days
|
||||
```
|
||||
|
||||
## MCP Server Configuration
|
||||
|
||||
### MCP Server Setup
|
||||
|
||||
```
|
||||
[ai.mcp]
|
||||
enabled = true
|
||||
port = 3000
|
||||
host = "127.0.0.1" # Change to 0.0.0.0 for network access
|
||||
|
||||
# Tool registry
|
||||
[ai.mcp.tools]
|
||||
generate_config = true
|
||||
validate_config = true
|
||||
search_docs = true
|
||||
troubleshoot_deployment = true
|
||||
get_schema = true
|
||||
check_compliance = true
|
||||
|
||||
# Rate limiting for tool calls
|
||||
rpm_limit = 30
|
||||
burst_limit = 50
|
||||
|
||||
# Tool request timeout
|
||||
timeout_seconds = 30
|
||||
```
|
||||
|
||||
### MCP Client Configuration
|
||||
|
||||
```
|
||||
~/.claude/claude_desktop_config.json:
|
||||
{
|
||||
"mcpServers": {
|
||||
"provisioning": {
|
||||
"command": "provisioning-mcp-server",
|
||||
"args": ["--config", "/etc/provisioning/ai.toml"],
|
||||
"env": {
|
||||
"PROVISIONING_API_KEY": "sk-ant-...",
|
||||
"RUST_LOG": "info"
|
||||
}
|
||||
}
|
||||
}
|
||||
}
|
||||
```
|
||||
|
||||
## Logging and Observability
|
||||
|
||||
### Logging Configuration
|
||||
|
||||
```
|
||||
[ai.logging]
|
||||
level = "info" # or "debug", "warn", "error"
|
||||
format = "json" # or "text"
|
||||
output = "stdout" # or "file"
|
||||
|
||||
# Log file
|
||||
[ai.logging.file]
|
||||
path = "/var/log/provisioning/ai.log"
|
||||
max_size_mb = 100
|
||||
max_backups = 10
|
||||
retention_days = 30
|
||||
|
||||
# Log filters
|
||||
[ai.logging.filters]
|
||||
log_requests = true
|
||||
log_responses = false # Don't log full responses (verbose)
|
||||
log_token_usage = true
|
||||
log_costs = true
|
||||
```
|
||||
|
||||
### Metrics and Monitoring
|
||||
|
||||
```
|
||||
# View AI service metrics
|
||||
provisioning admin metrics show ai
|
||||
|
||||
# Prometheus metrics endpoint
|
||||
curl [http://localhost:8083/metrics](http://localhost:8083/metrics)
|
||||
|
||||
# Key metrics:
|
||||
# - ai_requests_total: Total requests by provider/model
|
||||
# - ai_request_duration_seconds: Request latency
|
||||
# - ai_token_usage_total: Token consumption by provider
|
||||
# - ai_cost_total: Cumulative cost by provider
|
||||
# - ai_cache_hits: Cache hit rate
|
||||
# - ai_errors_total: Errors by type
|
||||
```
|
||||
|
||||
## Health Checks
|
||||
|
||||
### Configuration Validation
|
||||
|
||||
```
|
||||
# Validate configuration syntax
|
||||
provisioning config validate ai
|
||||
|
||||
# Test provider connectivity
|
||||
provisioning ai test provider anthropic
|
||||
|
||||
# Test RAG system
|
||||
provisioning ai test rag
|
||||
|
||||
# Test MCP server
|
||||
provisioning ai test mcp
|
||||
|
||||
# Full health check
|
||||
provisioning ai health-check
|
||||
```
|
||||
|
||||
## Environment Variables
|
||||
|
||||
### Common Settings
|
||||
|
||||
```
|
||||
# Provider configuration
|
||||
export PROVISIONING_AI_PROVIDER="anthropic"
|
||||
export PROVISIONING_AI_MODEL="claude-sonnet-4"
|
||||
export PROVISIONING_AI_API_KEY="sk-ant-..."
|
||||
|
||||
# Feature flags
|
||||
export PROVISIONING_AI_ENABLED="true"
|
||||
export PROVISIONING_AI_CACHE_ENABLED="true"
|
||||
export PROVISIONING_AI_RAG_ENABLED="true"
|
||||
|
||||
# Cost control
|
||||
export PROVISIONING_AI_DAILY_LIMIT_USD="100"
|
||||
export PROVISIONING_AI_RPM_LIMIT="60"
|
||||
|
||||
# Security
|
||||
export PROVISIONING_AI_SANITIZE_PII="true"
|
||||
export PROVISIONING_AI_LOCAL_ONLY="false"
|
||||
|
||||
# Logging
|
||||
export RUST_LOG="provisioning::ai=info"
|
||||
```
|
||||
|
||||
## Troubleshooting Configuration
|
||||
|
||||
### Common Issues
|
||||
|
||||
**Issue**: API key not recognized
|
||||
```
|
||||
# Check environment variable is set
|
||||
echo $PROVISIONING_AI_API_KEY
|
||||
|
||||
# Test connectivity
|
||||
provisioning ai test provider anthropic
|
||||
|
||||
# Verify key format (should start with sk-ant- or sk-)
|
||||
| provisioning config show ai | grep api_key |
|
||||
```
|
||||
|
||||
**Issue**: Cache not working
|
||||
```
|
||||
# Check cache status
|
||||
provisioning admin cache stats ai
|
||||
|
||||
# Clear cache and restart
|
||||
provisioning admin cache clear ai
|
||||
provisioning service restart ai-service
|
||||
|
||||
# Enable cache debugging
|
||||
RUST_LOG=provisioning::cache=debug provisioning-ai-service
|
||||
```
|
||||
|
||||
**Issue**: RAG search not finding results
|
||||
```
|
||||
# Rebuild RAG indexes
|
||||
provisioning ai index rebuild rag
|
||||
|
||||
# Test search
|
||||
provisioning ai query "test query"
|
||||
|
||||
# Check index status
|
||||
provisioning ai index status rag
|
||||
```
|
||||
|
||||
## Upgrading Configuration
|
||||
|
||||
### Backward Compatibility
|
||||
|
||||
New AI versions automatically migrate old configurations:
|
||||
|
||||
```
|
||||
# Check configuration version
|
||||
provisioning config version ai
|
||||
|
||||
# Migrate configuration to latest version
|
||||
provisioning config migrate ai --auto
|
||||
|
||||
# Backup before migration
|
||||
provisioning config backup ai
|
||||
```
|
||||
|
||||
## Production Deployment
|
||||
|
||||
### Recommended Production Settings
|
||||
|
||||
```
|
||||
[ai]
|
||||
enabled = true
|
||||
provider = "anthropic"
|
||||
model = "claude-sonnet-4"
|
||||
api_key = "${PROVISIONING_AI_API_KEY}"
|
||||
|
||||
[ai.features]
|
||||
rag_search = true
|
||||
config_generation = true
|
||||
mcp_server = true
|
||||
troubleshooting = true
|
||||
|
||||
[ai.cache]
|
||||
enabled = true
|
||||
cache_type = "redis"
|
||||
ttl_seconds = 3600
|
||||
|
||||
[ai.limits]
|
||||
rpm_limit = 60
|
||||
daily_cost_limit_usd = 1000
|
||||
max_tokens = 4096
|
||||
|
||||
[ai.security]
|
||||
sanitize_pii = true
|
||||
sanitize_secrets = true
|
||||
encryption_enabled = true
|
||||
|
||||
[ai.logging]
|
||||
level = "warn" # Less verbose in production
|
||||
format = "json"
|
||||
output = "file"
|
||||
|
||||
[ai.rag.database]
|
||||
url = "surreal://surrealdb-cluster:8000"
|
||||
```
|
||||
|
||||
## Related Documentation
|
||||
|
||||
- [Architecture](architecture.md) - System overview
|
||||
- [RAG System](rag-system.md) - Vector database setup
|
||||
- [MCP Integration](mcp-integration.md) - MCP configuration
|
||||
- [Security Policies](security-policies.md) - Authorization policies
|
||||
- [Cost Management](cost-management.md) - Budget tracking
|
||||
|
||||
---
|
||||
|
||||
**Last Updated**: 2025-01-13
|
||||
**Status**: ✅ Production-Ready
|
||||
**Versions Supported**: v1.0+
|
||||
|
||||
@ -1 +1,497 @@
|
||||
# Cost Management
|
||||
# AI Cost Management and Optimization
|
||||
|
||||
**Status**: ✅ Production-Ready (cost tracking, budgets, caching benefits)
|
||||
|
||||
Comprehensive guide to managing LLM API costs, optimizing usage through caching and rate limiting, and tracking spending. The provisioning platform
|
||||
includes built-in cost controls to prevent runaway spending while maximizing value.
|
||||
|
||||
## Cost Overview
|
||||
|
||||
### API Provider Pricing
|
||||
|
||||
| | Provider | Model | Input | Output | Per MTok | |
|
||||
| | ---------- | ------- | ------- | -------- | ---------- | |
|
||||
| | **Anthropic** | Claude Sonnet 4 | $3 | $15 | $0.003 input / $0.015 output | |
|
||||
| | | Claude Opus 4 | $15 | $45 | Higher accuracy, longer context | |
|
||||
| | | Claude Haiku 4 | $0.80 | $4 | Fast, for simple queries | |
|
||||
| | **OpenAI** | GPT-4 Turbo | $0.01 | $0.03 | Per 1K tokens | |
|
||||
| | | GPT-4 | $0.03 | $0.06 | Legacy, avoid | |
|
||||
| | | GPT-4o | $5 | $15 | Per MTok | |
|
||||
| | **Local** | Llama 2, Mistral | Free | Free | Hardware cost only | |
|
||||
|
||||
### Cost Examples
|
||||
|
||||
```
|
||||
Scenario 1: Generate simple database configuration
|
||||
- Input: 500 tokens (description + schema)
|
||||
- Output: 200 tokens (generated config)
|
||||
- Cost: (500 × $3 + 200 × $15) / 1,000,000 = $0.0045
|
||||
- With caching (hit rate 50%): $0.0023
|
||||
|
||||
Scenario 2: Deep troubleshooting analysis
|
||||
- Input: 5000 tokens (logs + context)
|
||||
- Output: 2000 tokens (analysis + recommendations)
|
||||
- Cost: (5000 × $3 + 2000 × $15) / 1,000,000 = $0.045
|
||||
- With caching (hit rate 70%): $0.0135
|
||||
|
||||
Scenario 3: Monthly usage (typical organization)
|
||||
- ~1000 config generations @ $0.005 = $5
|
||||
- ~500 troubleshooting calls @ $0.045 = $22.50
|
||||
- ~2000 form assists @ $0.002 = $4
|
||||
- ~200 agent executions @ $0.10 = $20
|
||||
- **Total: ~$50-100/month for small org**
|
||||
- **Total: ~$500-1000/month for large org**
|
||||
```
|
||||
|
||||
## Cost Control Mechanisms
|
||||
|
||||
### Request Caching
|
||||
|
||||
Caching is the primary cost reduction strategy, cutting costs by 50-80%:
|
||||
|
||||
```
|
||||
Without Caching:
|
||||
User 1: "Generate PostgreSQL config" → API call → $0.005
|
||||
User 2: "Generate PostgreSQL config" → API call → $0.005
|
||||
Total: $0.010 (2 identical requests)
|
||||
|
||||
With LRU Cache:
|
||||
User 1: "Generate PostgreSQL config" → API call → $0.005
|
||||
User 2: "Generate PostgreSQL config" → Cache hit → $0.00001
|
||||
Total: $0.00501 (500x cost reduction for identical)
|
||||
|
||||
With Semantic Cache:
|
||||
User 1: "Generate PostgreSQL database config" → API call → $0.005
|
||||
User 2: "Create a PostgreSQL database" → Semantic hit → $0.00001
|
||||
(Slightly different wording, but same intent)
|
||||
Total: $0.00501 (near 500x reduction for similar)
|
||||
```
|
||||
|
||||
### Cache Configuration
|
||||
|
||||
```
|
||||
[ai.cache]
|
||||
enabled = true
|
||||
cache_type = "redis" # Distributed cache across instances
|
||||
ttl_seconds = 3600 # 1-hour cache lifetime
|
||||
|
||||
# Cache size limits
|
||||
max_size_mb = 500
|
||||
eviction_policy = "lru" # Least Recently Used
|
||||
|
||||
# Semantic caching - cache similar queries
|
||||
[ai.cache.semantic]
|
||||
enabled = true
|
||||
similarity_threshold = 0.95 # Cache if 95%+ similar to previous query
|
||||
cache_embeddings = true # Cache embedding vectors themselves
|
||||
|
||||
# Cache metrics
|
||||
[ai.cache.metrics]
|
||||
track_hit_rate = true
|
||||
track_space_usage = true
|
||||
alert_on_low_hit_rate = true
|
||||
```
|
||||
|
||||
### Rate Limiting
|
||||
|
||||
Prevent usage spikes from unexpected costs:
|
||||
|
||||
```
|
||||
[ai.limits]
|
||||
# Per-request limits
|
||||
max_tokens = 4096
|
||||
max_input_tokens = 8192
|
||||
max_output_tokens = 4096
|
||||
|
||||
# Throughput limits
|
||||
rpm_limit = 60 # 60 requests per minute
|
||||
rpm_burst = 100 # Allow burst to 100
|
||||
daily_request_limit = 5000 # Max 5000 requests/day
|
||||
|
||||
# Cost limits
|
||||
daily_cost_limit_usd = 100 # Stop at $100/day
|
||||
monthly_cost_limit_usd = 2000 # Stop at $2000/month
|
||||
|
||||
# Budget alerts
|
||||
warn_at_percent = 80 # Warn when at 80% of daily budget
|
||||
stop_at_percent = 95 # Stop when at 95% of budget
|
||||
```
|
||||
|
||||
### Workspace-Level Budgets
|
||||
|
||||
```
|
||||
[ai.workspace_budgets]
|
||||
# Per-workspace cost limits
|
||||
dev.daily_limit_usd = 10
|
||||
staging.daily_limit_usd = 50
|
||||
prod.daily_limit_usd = 100
|
||||
|
||||
# Can override globally for specific workspaces
|
||||
teams.team-a.monthly_limit = 500
|
||||
teams.team-b.monthly_limit = 300
|
||||
```
|
||||
|
||||
## Cost Tracking
|
||||
|
||||
### Track Spending
|
||||
|
||||
```
|
||||
# View current month spending
|
||||
provisioning admin costs show ai
|
||||
|
||||
# Forecast monthly spend
|
||||
provisioning admin costs forecast ai --days-remaining 15
|
||||
|
||||
# Analyze by feature
|
||||
provisioning admin costs analyze ai --by feature
|
||||
|
||||
# Analyze by user
|
||||
provisioning admin costs analyze ai --by user
|
||||
|
||||
# Export for billing
|
||||
provisioning admin costs export ai --format csv --output costs.csv
|
||||
```
|
||||
|
||||
### Cost Breakdown
|
||||
|
||||
```
|
||||
Month: January 2025
|
||||
|
||||
Total Spending: $285.42
|
||||
|
||||
By Feature:
|
||||
Config Generation: $150.00 (52%) [300 requests × avg $0.50]
|
||||
Troubleshooting: $95.00 (33%) [80 requests × avg $1.19]
|
||||
Form Assistance: $30.00 (11%) [5000 requests × avg $0.006]
|
||||
Agents: $10.42 (4%) [20 runs × avg $0.52]
|
||||
|
||||
By Provider:
|
||||
Anthropic (Claude): $200.00 (70%)
|
||||
OpenAI (GPT-4): $85.42 (30%)
|
||||
Local: $0 (0%)
|
||||
|
||||
By User:
|
||||
alice@company.com: $50.00 (18%)
|
||||
bob@company.com: $45.00 (16%)
|
||||
...
|
||||
other (20 users): $190.42 (67%)
|
||||
|
||||
By Workspace:
|
||||
production: $150.00 (53%)
|
||||
staging: $85.00 (30%)
|
||||
development: $50.42 (18%)
|
||||
|
||||
Cache Performance:
|
||||
Requests: 50,000
|
||||
Cache hits: 35,000 (70%)
|
||||
Cache misses: 15,000 (30%)
|
||||
Cost savings from cache: ~$175 (38% reduction)
|
||||
```
|
||||
|
||||
## Optimization Strategies
|
||||
|
||||
### Strategy 1: Increase Cache Hit Rate
|
||||
|
||||
```
|
||||
# Longer TTL = more cache hits
|
||||
[ai.cache]
|
||||
ttl_seconds = 7200 # 2 hours instead of 1 hour
|
||||
|
||||
# Semantic caching helps with slight variations
|
||||
[ai.cache.semantic]
|
||||
enabled = true
|
||||
similarity_threshold = 0.90 # Lower threshold = more hits
|
||||
|
||||
# Result: Increase hit rate from 65% → 80%
|
||||
# Cost reduction: 15% → 23%
|
||||
```
|
||||
|
||||
### Strategy 2: Use Local Models
|
||||
|
||||
```
|
||||
[ai]
|
||||
provider = "local"
|
||||
model = "mistral-7b" # Free, runs on GPU
|
||||
|
||||
# Cost: Hardware ($5-20/month) instead of API calls
|
||||
# Savings: 50-100 config generations/month × $0.005 = $0.25-0.50
|
||||
# Hardware amortized cost: <$0.50/month on existing GPU
|
||||
|
||||
# Tradeoff: Slightly lower quality, 2x slower
|
||||
```
|
||||
|
||||
### Strategy 3: Use Haiku for Simple Tasks
|
||||
|
||||
```
|
||||
Task Complexity vs Model:
|
||||
|
||||
Simple (form assist): Claude Haiku 4 ($0.80/$4)
|
||||
Medium (config gen): Claude Sonnet 4 ($3/$15)
|
||||
Complex (agents): Claude Opus 4 ($15/$45)
|
||||
|
||||
Example optimization:
|
||||
Before: All tasks use Sonnet 4
|
||||
- 5000 form assists/month: 5000 × $0.006 = $30
|
||||
|
||||
After: Route by complexity
|
||||
- 5000 form assists → Haiku: 5000 × $0.001 = $5 (83% savings)
|
||||
- 200 config gen → Sonnet: 200 × $0.005 = $1
|
||||
- 10 agent runs → Opus: 10 × $0.10 = $1
|
||||
```
|
||||
|
||||
### Strategy 4: Batch Operations
|
||||
|
||||
```
|
||||
# Instead of individual requests, batch similar operations:
|
||||
|
||||
# Before: 100 configs, 100 separate API calls
|
||||
provisioning ai generate "PostgreSQL config" --output db1.ncl
|
||||
provisioning ai generate "PostgreSQL config" --output db2.ncl
|
||||
# ... 100 calls = $0.50
|
||||
|
||||
# After: Batch similar requests
|
||||
provisioning ai batch --input configs-list.yaml
|
||||
# Groups similar requests, reuses cache
|
||||
# ... 3-5 API calls = $0.02 (90% savings)
|
||||
```
|
||||
|
||||
### Strategy 5: Smart Feature Enablement
|
||||
|
||||
```
|
||||
[ai.features]
|
||||
# Enable high-ROI features
|
||||
config_generation = true # High value, moderate cost
|
||||
troubleshooting = true # High value, higher cost
|
||||
rag_search = true # Low cost, high value
|
||||
|
||||
# Disable low-ROI features if cost-constrained
|
||||
form_assistance = false # Low value, non-zero cost (if budget tight)
|
||||
agents = false # Complex, requires multiple calls
|
||||
```
|
||||
|
||||
## Budget Management Workflow
|
||||
|
||||
### 1. Set Budget
|
||||
|
||||
```
|
||||
# Set monthly budget
|
||||
provisioning config set ai.budget.monthly_limit_usd 500
|
||||
|
||||
# Set daily limit
|
||||
provisioning config set ai.limits.daily_cost_limit_usd 50
|
||||
|
||||
# Set workspace limits
|
||||
provisioning config set ai.workspace_budgets.prod.monthly_limit 300
|
||||
provisioning config set ai.workspace_budgets.dev.monthly_limit 100
|
||||
```
|
||||
|
||||
### 2. Monitor Spending
|
||||
|
||||
```
|
||||
# Daily check
|
||||
provisioning admin costs show ai
|
||||
|
||||
# Weekly analysis
|
||||
provisioning admin costs analyze ai --period week
|
||||
|
||||
# Monthly review
|
||||
provisioning admin costs analyze ai --period month
|
||||
```
|
||||
|
||||
### 3. Adjust If Needed
|
||||
|
||||
```
|
||||
# If overspending:
|
||||
# - Increase cache TTL
|
||||
# - Enable local models for simple tasks
|
||||
# - Reduce form assistance (high volume, low cost but adds up)
|
||||
# - Route complex tasks to Haiku instead of Opus
|
||||
|
||||
# If underspending:
|
||||
# - Enable new features (agents, form assistance)
|
||||
# - Increase rate limits
|
||||
# - Lower cache hit requirements (broader semantic matching)
|
||||
```
|
||||
|
||||
### 4. Forecast and Plan
|
||||
|
||||
```
|
||||
# Current monthly run rate
|
||||
provisioning admin costs forecast ai
|
||||
|
||||
# If trending over budget, recommend actions:
|
||||
# - Reduce daily limit
|
||||
# - Switch to local model for 50% of tasks
|
||||
# - Increase batch processing
|
||||
|
||||
# If trending under budget:
|
||||
# - Enable agents for automation workflows
|
||||
# - Enable form assistance across all workspaces
|
||||
```
|
||||
|
||||
## Cost Allocation
|
||||
|
||||
### Chargeback Models
|
||||
|
||||
**Per-Workspace Model**:
|
||||
```
|
||||
Development workspace: $50/month
|
||||
Staging workspace: $100/month
|
||||
Production workspace: $300/month
|
||||
------
|
||||
Total: $450/month
|
||||
```
|
||||
|
||||
**Per-User Model**:
|
||||
```
|
||||
Each user charged based on their usage
|
||||
Encourages efficiency
|
||||
Difficult to track/allocate
|
||||
```
|
||||
|
||||
**Shared Pool Model**:
|
||||
```
|
||||
All teams share $1000/month budget
|
||||
Budget splits by consumption rate
|
||||
Encourages optimization
|
||||
Most flexible
|
||||
```
|
||||
|
||||
## Cost Reporting
|
||||
|
||||
### Generate Reports
|
||||
|
||||
```
|
||||
# Monthly cost report
|
||||
provisioning admin costs report ai \
|
||||
--format pdf \
|
||||
--period month \
|
||||
--output cost-report-2025-01.pdf
|
||||
|
||||
# Detailed analysis for finance
|
||||
provisioning admin costs report ai \
|
||||
--format xlsx \
|
||||
--include-forecasts \
|
||||
--include-optimization-suggestions
|
||||
|
||||
# Executive summary
|
||||
provisioning admin costs report ai \
|
||||
--format markdown \
|
||||
--summary-only
|
||||
```
|
||||
|
||||
## Cost-Benefit Analysis
|
||||
|
||||
### ROI Examples
|
||||
|
||||
```
|
||||
Scenario 1: Developer Time Savings
|
||||
Problem: Manual config creation takes 2 hours
|
||||
Solution: AI config generation, 10 minutes (12x faster)
|
||||
Time saved: 1.83 hours/config
|
||||
Hourly rate: $100
|
||||
Value: $183/config
|
||||
|
||||
AI cost: $0.005/config
|
||||
ROI: 36,600x (far exceeds cost)
|
||||
|
||||
Scenario 2: Troubleshooting Efficiency
|
||||
Problem: Manual debugging takes 4 hours
|
||||
Solution: AI troubleshooting analysis, 2 minutes
|
||||
Time saved: 3.97 hours
|
||||
Value: $397/incident
|
||||
|
||||
AI cost: $0.045/incident
|
||||
ROI: 8,822x
|
||||
|
||||
Scenario 3: Reduction in Failed Deployments
|
||||
Before: 5% of 1000 deployments fail (50 failures)
|
||||
Failure cost: $500 each (lost time, data cleanup)
|
||||
Total: $25,000/month
|
||||
|
||||
After: With AI analysis, 2% fail (20 failures)
|
||||
Total: $10,000/month
|
||||
Savings: $15,000/month
|
||||
|
||||
AI cost: $200/month
|
||||
Net savings: $14,800/month
|
||||
ROI: 74:1
|
||||
```
|
||||
|
||||
## Advanced Cost Optimization
|
||||
|
||||
### Hybrid Strategy (Recommended)
|
||||
|
||||
```
|
||||
✓ Local models for:
|
||||
- Form assistance (high volume, low complexity)
|
||||
- Simple validation checks
|
||||
- Document retrieval (RAG)
|
||||
Cost: Hardware only (~$500 setup)
|
||||
|
||||
✓ Cloud API for:
|
||||
- Complex generation (requires latest model capability)
|
||||
- Troubleshooting (needs high accuracy)
|
||||
- Agents (complex reasoning)
|
||||
Cost: $50-200/month per organization
|
||||
|
||||
Result:
|
||||
- 70% of requests → Local (free after hardware amortization)
|
||||
- 30% of requests → Cloud ($50/month)
|
||||
- 80% overall cost reduction vs cloud-only
|
||||
```
|
||||
|
||||
## Monitoring and Alerts
|
||||
|
||||
### Cost Anomaly Detection
|
||||
|
||||
```
|
||||
# Enable anomaly detection
|
||||
provisioning config set ai.monitoring.anomaly_detection true
|
||||
|
||||
# Set thresholds
|
||||
provisioning config set ai.monitoring.cost_spike_percent 150
|
||||
# Alert if daily cost is 150% of average
|
||||
|
||||
# System alerts:
|
||||
# - Daily cost exceeded by 10x normal
|
||||
# - New expensive operation (agent run)
|
||||
# - Cache hit rate dropped below 40%
|
||||
# - Rate limit nearly exhausted
|
||||
```
|
||||
|
||||
### Alert Configuration
|
||||
|
||||
```
|
||||
[ai.monitoring.alerts]
|
||||
enabled = true
|
||||
spike_threshold_percent = 150
|
||||
check_interval_minutes = 5
|
||||
|
||||
[ai.monitoring.alerts.channels]
|
||||
email = "ops@company.com"
|
||||
slack = "[https://hooks.slack.com/..."](https://hooks.slack.com/...")
|
||||
pagerduty = "integration-key"
|
||||
|
||||
# Alert thresholds
|
||||
[ai.monitoring.alerts.thresholds]
|
||||
daily_budget_warning_percent = 80
|
||||
daily_budget_critical_percent = 95
|
||||
monthly_budget_warning_percent = 70
|
||||
```
|
||||
|
||||
## Related Documentation
|
||||
|
||||
- [Architecture](architecture.md) - AI system overview
|
||||
- [Configuration](configuration.md) - Cost control settings
|
||||
- [Security Policies](security-policies.md) - Cost-aware policies
|
||||
- [RAG System](rag-system.md) - Caching details
|
||||
- [ADR-015](../architecture/adr/adr-015-ai-integration-architecture.md) - Design decisions
|
||||
|
||||
---
|
||||
|
||||
**Last Updated**: 2025-01-13
|
||||
**Status**: ✅ Production-Ready
|
||||
**Average Savings**: 50-80% through caching
|
||||
**Typical Cost**: $50-500/month per organization
|
||||
**ROI**: 100:1 to 10,000:1 depending on use case
|
||||
|
||||
@ -1 +1,594 @@
|
||||
# MCP Integration
|
||||
# Model Context Protocol (MCP) Integration
|
||||
|
||||
**Status**: ✅ Production-Ready (MCP 0.6.0+, integrated with Claude, compatible with all LLMs)
|
||||
|
||||
The MCP server provides standardized Model Context Protocol integration, allowing external LLMs (Claude, GPT-4, local models) to access provisioning
|
||||
platform capabilities as tools. This enables complex multi-step workflows, tool composition, and integration with existing LLM applications.
|
||||
|
||||
## Architecture Overview
|
||||
|
||||
The MCP integration follows the Model Context Protocol specification:
|
||||
|
||||
```
|
||||
┌──────────────────────────────────────────────────────────────┐
|
||||
│ External LLM (Claude, GPT-4, etc.) │
|
||||
└────────────────────┬─────────────────────────────────────────┘
|
||||
│
|
||||
│ Tool Calls (JSON-RPC)
|
||||
▼
|
||||
┌──────────────────────────────────────────────────────────────┐
|
||||
│ MCP Server (provisioning/platform/crates/mcp-server) │
|
||||
│ │
|
||||
│ ┌───────────────────────────────────────────────────────┐ │
|
||||
│ │ Tool Registry │ │
|
||||
│ │ - generate_config(description, schema) │ │
|
||||
│ │ - validate_config(config) │ │
|
||||
│ │ - search_docs(query) │ │
|
||||
│ │ - troubleshoot_deployment(logs) │ │
|
||||
│ │ - get_schema(name) │ │
|
||||
│ │ - check_compliance(config, policy) │ │
|
||||
│ └───────────────────────────────────────────────────────┘ │
|
||||
│ │ │
|
||||
│ ▼ │
|
||||
│ ┌───────────────────────────────────────────────────────┐ │
|
||||
│ │ Implementation Layer │ │
|
||||
│ │ - AI Service client (ai-service port 8083) │ │
|
||||
│ │ - Validator client │ │
|
||||
│ │ - RAG client (SurrealDB) │ │
|
||||
│ │ - Schema loader │ │
|
||||
│ └───────────────────────────────────────────────────────┘ │
|
||||
└──────────────────────────────────────────────────────────────┘
|
||||
```
|
||||
|
||||
## MCP Server Launch
|
||||
|
||||
The MCP server is started as a stdio-based service:
|
||||
|
||||
```
|
||||
# Start MCP server (stdio transport)
|
||||
provisioning-mcp-server --config /etc/provisioning/ai.toml
|
||||
|
||||
# With debug logging
|
||||
RUST_LOG=debug provisioning-mcp-server --config /etc/provisioning/ai.toml
|
||||
|
||||
# In Claude Desktop configuration
|
||||
~/.claude/claude_desktop_config.json:
|
||||
{
|
||||
"mcpServers": {
|
||||
"provisioning": {
|
||||
"command": "provisioning-mcp-server",
|
||||
"args": ["--config", "/etc/provisioning/ai.toml"],
|
||||
"env": {
|
||||
"PROVISIONING_TOKEN": "your-auth-token"
|
||||
}
|
||||
}
|
||||
}
|
||||
}
|
||||
```
|
||||
|
||||
## Available Tools
|
||||
|
||||
### 1. Config Generation
|
||||
|
||||
**Tool**: `generate_config`
|
||||
|
||||
Generate infrastructure configuration from natural language description.
|
||||
|
||||
```
|
||||
{
|
||||
"name": "generate_config",
|
||||
"description": "Generate a Nickel infrastructure configuration from a natural language description",
|
||||
"inputSchema": {
|
||||
"type": "object",
|
||||
"properties": {
|
||||
"description": {
|
||||
"type": "string",
|
||||
"description": "Natural language description of desired infrastructure"
|
||||
},
|
||||
"schema": {
|
||||
"type": "string",
|
||||
"description": "Target schema name (e.g., 'database', 'kubernetes', 'network'). Optional."
|
||||
},
|
||||
"format": {
|
||||
"type": "string",
|
||||
"enum": ["nickel", "toml"],
|
||||
"description": "Output format (default: nickel)"
|
||||
}
|
||||
},
|
||||
"required": ["description"]
|
||||
}
|
||||
}
|
||||
```
|
||||
|
||||
**Example Usage**:
|
||||
|
||||
```
|
||||
# Via MCP client
|
||||
mcp-client provisioning generate_config \
|
||||
--description "Production PostgreSQL cluster with encryption and daily backups" \
|
||||
--schema database
|
||||
|
||||
# Claude desktop prompt:
|
||||
# @provisioning: Generate a production PostgreSQL setup with automated backups
|
||||
```
|
||||
|
||||
**Response**:
|
||||
|
||||
```
|
||||
{
|
||||
database = {
|
||||
engine = "postgresql",
|
||||
version = "15.0",
|
||||
|
||||
instance = {
|
||||
instance_class = "db.r6g.xlarge",
|
||||
allocated_storage_gb = 100,
|
||||
iops = 3000,
|
||||
},
|
||||
|
||||
security = {
|
||||
encryption_enabled = true,
|
||||
encryption_key_id = "kms://prod-db-key",
|
||||
tls_enabled = true,
|
||||
tls_version = "1.3",
|
||||
},
|
||||
|
||||
backup = {
|
||||
enabled = true,
|
||||
retention_days = 30,
|
||||
preferred_window = "03:00-04:00",
|
||||
copy_to_region = "us-west-2",
|
||||
},
|
||||
|
||||
monitoring = {
|
||||
enhanced_monitoring_enabled = true,
|
||||
monitoring_interval_seconds = 60,
|
||||
log_exports = ["postgresql"],
|
||||
},
|
||||
}
|
||||
}
|
||||
```
|
||||
|
||||
### 2. Config Validation
|
||||
|
||||
**Tool**: `validate_config`
|
||||
|
||||
Validate a Nickel configuration against schemas and policies.
|
||||
|
||||
```
|
||||
{
|
||||
"name": "validate_config",
|
||||
"description": "Validate a Nickel configuration file",
|
||||
"inputSchema": {
|
||||
"type": "object",
|
||||
"properties": {
|
||||
"config": {
|
||||
"type": "string",
|
||||
"description": "Nickel configuration content or file path"
|
||||
},
|
||||
"schema": {
|
||||
"type": "string",
|
||||
"description": "Schema name to validate against (optional)"
|
||||
},
|
||||
"strict": {
|
||||
"type": "boolean",
|
||||
"description": "Enable strict validation (default: true)"
|
||||
}
|
||||
},
|
||||
"required": ["config"]
|
||||
}
|
||||
}
|
||||
```
|
||||
|
||||
**Example Usage**:
|
||||
|
||||
```
|
||||
# Validate configuration
|
||||
mcp-client provisioning validate_config \
|
||||
--config "$(cat workspaces/prod/database.ncl)"
|
||||
|
||||
# With specific schema
|
||||
mcp-client provisioning validate_config \
|
||||
--config "workspaces/prod/kubernetes.ncl" \
|
||||
--schema kubernetes
|
||||
```
|
||||
|
||||
**Response**:
|
||||
|
||||
```
|
||||
{
|
||||
"valid": true,
|
||||
"errors": [],
|
||||
"warnings": [
|
||||
"Consider enabling automated backups for production use"
|
||||
],
|
||||
"metadata": {
|
||||
"schema": "kubernetes",
|
||||
"version": "1.28",
|
||||
"validated_at": "2025-01-13T10:45:30Z"
|
||||
}
|
||||
}
|
||||
```
|
||||
|
||||
### 3. Documentation Search
|
||||
|
||||
**Tool**: `search_docs`
|
||||
|
||||
Search infrastructure documentation using RAG system.
|
||||
|
||||
```
|
||||
{
|
||||
"name": "search_docs",
|
||||
"description": "Search provisioning documentation for information",
|
||||
"inputSchema": {
|
||||
"type": "object",
|
||||
"properties": {
|
||||
"query": {
|
||||
"type": "string",
|
||||
"description": "Search query (natural language)"
|
||||
},
|
||||
"top_k": {
|
||||
"type": "integer",
|
||||
"description": "Number of results (default: 5)"
|
||||
},
|
||||
"doc_type": {
|
||||
"type": "string",
|
||||
"enum": ["guide", "schema", "example", "troubleshooting"],
|
||||
"description": "Filter by document type (optional)"
|
||||
}
|
||||
},
|
||||
"required": ["query"]
|
||||
}
|
||||
}
|
||||
```
|
||||
|
||||
**Example Usage**:
|
||||
|
||||
```
|
||||
# Search documentation
|
||||
mcp-client provisioning search_docs \
|
||||
--query "How do I configure PostgreSQL with replication?"
|
||||
|
||||
# Get examples
|
||||
mcp-client provisioning search_docs \
|
||||
--query "Kubernetes networking" \
|
||||
--doc_type example \
|
||||
--top_k 3
|
||||
```
|
||||
|
||||
**Response**:
|
||||
|
||||
```
|
||||
{
|
||||
"results": [
|
||||
{
|
||||
"source": "provisioning/docs/src/guides/database-replication.md",
|
||||
"excerpt": "PostgreSQL logical replication enables streaming of changes...",
|
||||
"relevance": 0.94,
|
||||
"section": "Setup Logical Replication"
|
||||
},
|
||||
{
|
||||
"source": "provisioning/schemas/database.ncl",
|
||||
"excerpt": "replication = { enabled = true, mode = \"logical\", ... }",
|
||||
"relevance": 0.87,
|
||||
"section": "Replication Configuration"
|
||||
}
|
||||
]
|
||||
}
|
||||
```
|
||||
|
||||
### 4. Deployment Troubleshooting
|
||||
|
||||
**Tool**: `troubleshoot_deployment`
|
||||
|
||||
Analyze deployment failures and suggest fixes.
|
||||
|
||||
```
|
||||
{
|
||||
"name": "troubleshoot_deployment",
|
||||
"description": "Analyze deployment logs and suggest fixes",
|
||||
"inputSchema": {
|
||||
"type": "object",
|
||||
"properties": {
|
||||
"deployment_id": {
|
||||
"type": "string",
|
||||
"description": "Deployment ID (e.g., 'deploy-2025-01-13-001')"
|
||||
},
|
||||
"logs": {
|
||||
"type": "string",
|
||||
"description": "Deployment logs (optional, if deployment_id not provided)"
|
||||
},
|
||||
"error_analysis_depth": {
|
||||
"type": "string",
|
||||
"enum": ["shallow", "deep"],
|
||||
"description": "Analysis depth (default: deep)"
|
||||
}
|
||||
}
|
||||
}
|
||||
}
|
||||
```
|
||||
|
||||
**Example Usage**:
|
||||
|
||||
```
|
||||
# Troubleshoot recent deployment
|
||||
mcp-client provisioning troubleshoot_deployment \
|
||||
--deployment_id "deploy-2025-01-13-001"
|
||||
|
||||
# With custom logs
|
||||
mcp-client provisioning troubleshoot_deployment \
|
||||
| --logs "$(journalctl -u provisioning --no-pager | tail -100)" |
|
||||
```
|
||||
|
||||
**Response**:
|
||||
|
||||
```
|
||||
{
|
||||
"status": "failure",
|
||||
"root_cause": "Database connection timeout during migration phase",
|
||||
"analysis": {
|
||||
"phase": "database_migration",
|
||||
"error_type": "connectivity",
|
||||
"confidence": 0.95
|
||||
},
|
||||
"suggestions": [
|
||||
"Verify database security group allows inbound on port 5432",
|
||||
"Check database instance status (may be rebooting)",
|
||||
"Increase connection timeout in configuration"
|
||||
],
|
||||
"corrected_config": "...generated Nickel config with fixes...",
|
||||
"similar_issues": [
|
||||
"[https://docs/troubleshooting/database-connectivity.md"](https://docs/troubleshooting/database-connectivity.md")
|
||||
]
|
||||
}
|
||||
```
|
||||
|
||||
### 5. Get Schema
|
||||
|
||||
**Tool**: `get_schema`
|
||||
|
||||
Retrieve schema definition with examples.
|
||||
|
||||
```
|
||||
{
|
||||
"name": "get_schema",
|
||||
"description": "Get a provisioning schema definition",
|
||||
"inputSchema": {
|
||||
"type": "object",
|
||||
"properties": {
|
||||
"schema_name": {
|
||||
"type": "string",
|
||||
"description": "Schema name (e.g., 'database', 'kubernetes')"
|
||||
},
|
||||
"format": {
|
||||
"type": "string",
|
||||
"enum": ["schema", "example", "documentation"],
|
||||
"description": "Response format (default: schema)"
|
||||
}
|
||||
},
|
||||
"required": ["schema_name"]
|
||||
}
|
||||
}
|
||||
```
|
||||
|
||||
**Example Usage**:
|
||||
|
||||
```
|
||||
# Get schema definition
|
||||
mcp-client provisioning get_schema --schema_name database
|
||||
|
||||
# Get example configuration
|
||||
mcp-client provisioning get_schema \
|
||||
--schema_name kubernetes \
|
||||
--format example
|
||||
```
|
||||
|
||||
### 6. Compliance Check
|
||||
|
||||
**Tool**: `check_compliance`
|
||||
|
||||
Verify configuration against compliance policies (Cedar).
|
||||
|
||||
```
|
||||
{
|
||||
"name": "check_compliance",
|
||||
"description": "Check configuration against compliance policies",
|
||||
"inputSchema": {
|
||||
"type": "object",
|
||||
"properties": {
|
||||
"config": {
|
||||
"type": "string",
|
||||
"description": "Configuration to check"
|
||||
},
|
||||
"policy_set": {
|
||||
"type": "string",
|
||||
"description": "Policy set to check against (e.g., 'pci-dss', 'hipaa', 'sox')"
|
||||
}
|
||||
},
|
||||
"required": ["config", "policy_set"]
|
||||
}
|
||||
}
|
||||
```
|
||||
|
||||
**Example Usage**:
|
||||
|
||||
```
|
||||
# Check against PCI-DSS
|
||||
mcp-client provisioning check_compliance \
|
||||
--config "$(cat workspaces/prod/database.ncl)" \
|
||||
--policy_set pci-dss
|
||||
```
|
||||
|
||||
## Integration Examples
|
||||
|
||||
### Claude Desktop (Most Common)
|
||||
|
||||
```
|
||||
~/.claude/claude_desktop_config.json:
|
||||
{
|
||||
"mcpServers": {
|
||||
"provisioning": {
|
||||
"command": "provisioning-mcp-server",
|
||||
"args": ["--config", "/etc/provisioning/ai.toml"],
|
||||
"env": {
|
||||
"PROVISIONING_API_KEY": "sk-...",
|
||||
"PROVISIONING_BASE_URL": "[http://localhost:8083"](http://localhost:8083")
|
||||
}
|
||||
}
|
||||
}
|
||||
}
|
||||
```
|
||||
|
||||
**Usage in Claude**:
|
||||
|
||||
```
|
||||
User: I need a production Kubernetes cluster in AWS with automatic scaling
|
||||
|
||||
Claude can now use provisioning tools:
|
||||
I'll help you create a production Kubernetes cluster. Let me:
|
||||
1. Search the documentation for best practices
|
||||
2. Generate a configuration template
|
||||
3. Validate it against your policies
|
||||
4. Provide the final configuration
|
||||
```
|
||||
|
||||
### OpenAI Function Calling
|
||||
|
||||
```
|
||||
import openai
|
||||
|
||||
tools = [
|
||||
{
|
||||
"type": "function",
|
||||
"function": {
|
||||
"name": "generate_config",
|
||||
"description": "Generate infrastructure configuration",
|
||||
"parameters": {
|
||||
"type": "object",
|
||||
"properties": {
|
||||
"description": {
|
||||
"type": "string",
|
||||
"description": "Infrastructure description"
|
||||
}
|
||||
},
|
||||
"required": ["description"]
|
||||
}
|
||||
}
|
||||
}
|
||||
]
|
||||
|
||||
response = openai.ChatCompletion.create(
|
||||
model="gpt-4",
|
||||
messages=[{"role": "user", "content": "Create a PostgreSQL database"}],
|
||||
tools=tools
|
||||
)
|
||||
```
|
||||
|
||||
### Local LLM Integration (Ollama)
|
||||
|
||||
```
|
||||
# Start Ollama with provisioning MCP
|
||||
OLLAMA_MCP_SERVERS=provisioning://localhost:3000 \
|
||||
ollama serve
|
||||
|
||||
# Use with llama2 or mistral
|
||||
curl [http://localhost:11434/api/generate](http://localhost:11434/api/generate) \
|
||||
-d '{
|
||||
"model": "mistral",
|
||||
"prompt": "Create a Kubernetes cluster",
|
||||
"tools": [{"type": "mcp", "server": "provisioning"}]
|
||||
}'
|
||||
```
|
||||
|
||||
## Error Handling
|
||||
|
||||
Tools return consistent error responses:
|
||||
|
||||
```
|
||||
{
|
||||
"error": {
|
||||
"code": "VALIDATION_ERROR",
|
||||
"message": "Configuration has 3 validation errors",
|
||||
"details": [
|
||||
{
|
||||
"field": "database.version",
|
||||
"message": "PostgreSQL version 9.6 is deprecated",
|
||||
"severity": "error"
|
||||
},
|
||||
{
|
||||
"field": "backup.retention_days",
|
||||
"message": "Recommended minimum is 30 days for production",
|
||||
"severity": "warning"
|
||||
}
|
||||
]
|
||||
}
|
||||
}
|
||||
```
|
||||
|
||||
## Performance
|
||||
|
||||
| | Operation | Latency | Notes | |
|
||||
| | ----------- | --------- | ------- | |
|
||||
| | generate_config | 2-5s | Depends on LLM and config complexity | |
|
||||
| | validate_config | 500-1000ms | Parallel schema validation | |
|
||||
| | search_docs | 300-800ms | RAG hybrid search | |
|
||||
| | troubleshoot | 3-8s | Depends on log size and analysis depth | |
|
||||
| | get_schema | 100-300ms | Cached schema retrieval | |
|
||||
| | check_compliance | 500-2000ms | Policy evaluation | |
|
||||
|
||||
## Configuration
|
||||
|
||||
See [Configuration Guide](configuration.md) for MCP-specific settings:
|
||||
|
||||
- MCP server port and binding
|
||||
- Tool registry customization
|
||||
- Rate limiting for tool calls
|
||||
- Access control (Cedar policies)
|
||||
|
||||
## Security
|
||||
|
||||
### Authentication
|
||||
|
||||
- Tools require valid provisioning API token
|
||||
- Token scoped to user's workspace
|
||||
- All tool calls authenticated and logged
|
||||
|
||||
### Authorization
|
||||
|
||||
- Cedar policies control which tools user can call
|
||||
- Example: `allow(principal, action, resource)` when `role == "admin"`
|
||||
- Detailed audit trail of all tool invocations
|
||||
|
||||
### Data Protection
|
||||
|
||||
- Secrets never passed through MCP
|
||||
- Configuration sanitized before analysis
|
||||
- PII removed from logs sent to external LLMs
|
||||
|
||||
## Monitoring and Debugging
|
||||
|
||||
```
|
||||
# Monitor MCP server
|
||||
provisioning admin mcp status
|
||||
|
||||
# View MCP tool calls
|
||||
provisioning admin logs --filter "mcp_tools" --tail 100
|
||||
|
||||
# Debug tool response
|
||||
RUST_LOG=provisioning::mcp=debug provisioning-mcp-server
|
||||
```
|
||||
|
||||
## Related Documentation
|
||||
|
||||
- [Architecture](architecture.md) - AI system overview
|
||||
- [RAG System](rag-system.md) - Documentation search
|
||||
- [Configuration](configuration.md) - MCP setup
|
||||
- [API Reference](api-reference.md) - Detailed API endpoints
|
||||
- [ADR-015](../architecture/adr/adr-015-ai-integration-architecture.md) - Design decisions
|
||||
|
||||
---
|
||||
|
||||
**Last Updated**: 2025-01-13
|
||||
**Status**: ✅ Production-Ready
|
||||
**MCP Version**: 0.6.0+
|
||||
**Supported LLMs**: Claude, GPT-4, Llama, Mistral, all MCP-compatible models
|
||||
|
||||
@ -1 +1,469 @@
|
||||
# Natural Language Configuration
|
||||
# Natural Language Configuration Generation
|
||||
|
||||
**Status**: 🔴 Planned (Q2 2025 target)
|
||||
|
||||
Natural Language Configuration (NLC) is a planned feature that enables users to describe infrastructure requirements in plain English and have the
|
||||
system automatically generate validated Nickel configurations. This feature combines natural language understanding with schema-aware generation and
|
||||
validation.
|
||||
|
||||
## Feature Overview
|
||||
|
||||
### What It Does
|
||||
|
||||
Transform infrastructure descriptions into production-ready Nickel configurations:
|
||||
|
||||
```
|
||||
User Input:
|
||||
"Create a production PostgreSQL cluster with 100GB storage,
|
||||
daily backups, encryption enabled, and cross-region replication
|
||||
to us-west-2"
|
||||
|
||||
System Output:
|
||||
provisioning/schemas/database.ncl (validated, production-ready)
|
||||
```
|
||||
|
||||
### Primary Use Cases
|
||||
|
||||
1. **Rapid Prototyping**: From description to working config in seconds
|
||||
2. **Infrastructure Documentation**: Describe infrastructure as code
|
||||
3. **Configuration Templates**: Generate reusable patterns
|
||||
4. **Non-Expert Operations**: Enable junior developers to provision infrastructure
|
||||
5. **Configuration Migration**: Describe existing infrastructure to generate Nickel
|
||||
|
||||
## Architecture
|
||||
|
||||
### Generation Pipeline
|
||||
|
||||
```
|
||||
Input Description (Natural Language)
|
||||
↓
|
||||
┌─────────────────────────────────────┐
|
||||
│ Understanding & Analysis │
|
||||
│ - Intent extraction │
|
||||
│ - Entity recognition │
|
||||
│ - Constraint identification │
|
||||
│ - Best practice inference │
|
||||
└─────────────────────┬───────────────┘
|
||||
↓
|
||||
┌─────────────────────────────────────┐
|
||||
│ RAG Context Retrieval │
|
||||
│ - Find similar configs │
|
||||
│ - Retrieve best practices │
|
||||
│ - Get schema examples │
|
||||
│ - Identify constraints │
|
||||
└─────────────────────┬───────────────┘
|
||||
↓
|
||||
┌─────────────────────────────────────┐
|
||||
│ Schema-Aware Generation │
|
||||
│ - Map entities to schema fields │
|
||||
│ - Apply type constraints │
|
||||
│ - Include required fields │
|
||||
│ - Generate valid Nickel │
|
||||
└─────────────────────┬───────────────┘
|
||||
↓
|
||||
┌─────────────────────────────────────┐
|
||||
│ Validation & Refinement │
|
||||
│ - Type checking │
|
||||
│ - Schema validation │
|
||||
│ - Policy compliance │
|
||||
│ - Security checks │
|
||||
└─────────────────────┬───────────────┘
|
||||
↓
|
||||
┌─────────────────────────────────────┐
|
||||
│ Output & Explanation │
|
||||
│ - Generated Nickel config │
|
||||
│ - Decision rationale │
|
||||
│ - Alternative suggestions │
|
||||
│ - Warnings if any │
|
||||
└─────────────────────────────────────┘
|
||||
```
|
||||
|
||||
## Planned Implementation Details
|
||||
|
||||
### 1. Intent Extraction
|
||||
|
||||
Extract structured intent from natural language:
|
||||
|
||||
```
|
||||
Input: "Create a production PostgreSQL cluster with encryption and backups"
|
||||
|
||||
Extracted Intent:
|
||||
{
|
||||
resource_type: "database",
|
||||
engine: "postgresql",
|
||||
environment: "production",
|
||||
requirements: [
|
||||
{constraint: "encryption", type: "boolean", value: true},
|
||||
{constraint: "backups", type: "enabled", frequency: "daily"},
|
||||
],
|
||||
modifiers: ["production"],
|
||||
}
|
||||
```
|
||||
|
||||
### 2. Entity Mapping
|
||||
|
||||
Map natural language entities to schema fields:
|
||||
|
||||
```
|
||||
Description Terms → Schema Fields:
|
||||
"100GB storage" → database.instance.allocated_storage_gb = 100
|
||||
"daily backups" → backup.enabled = true, backup.frequency = "daily"
|
||||
"encryption" → security.encryption_enabled = true
|
||||
"cross-region" → backup.copy_to_region = "us-west-2"
|
||||
"PostgreSQL 15" → database.engine_version = "15.0"
|
||||
```
|
||||
|
||||
### 3. Prompt Engineering
|
||||
|
||||
Sophisticated prompting for schema-aware generation:
|
||||
|
||||
```
|
||||
System Prompt:
|
||||
You are generating Nickel infrastructure configurations.
|
||||
Generate ONLY valid Nickel syntax.
|
||||
Follow these rules:
|
||||
- Use record syntax: `field = value`
|
||||
- Type annotations must be valid
|
||||
- All required fields must be present
|
||||
- Apply best practices for [ENVIRONMENT]
|
||||
|
||||
Schema Context:
|
||||
[Database schema from provisioning/schemas/database.ncl]
|
||||
|
||||
Examples:
|
||||
[3 relevant examples from RAG]
|
||||
|
||||
User Request:
|
||||
[User natural language description]
|
||||
|
||||
Generate the complete Nickel configuration.
|
||||
Start with: let { database = {
|
||||
```
|
||||
|
||||
### 4. Iterative Refinement
|
||||
|
||||
Handle generation errors through iteration:
|
||||
|
||||
```
|
||||
Attempt 1: Generate initial config
|
||||
↓ Validate
|
||||
✗ Error: field `version` type mismatch (string vs number)
|
||||
↓ Re-prompt with error
|
||||
Attempt 2: Fix with context from error
|
||||
↓ Validate
|
||||
✓ Success: Config is valid
|
||||
```
|
||||
|
||||
## Command Interface
|
||||
|
||||
### CLI Usage
|
||||
|
||||
```
|
||||
# Simple generation
|
||||
provisioning ai generate "PostgreSQL database for production"
|
||||
|
||||
# With schema specification
|
||||
provisioning ai generate \
|
||||
--schema database \
|
||||
"Create PostgreSQL 15 with encryption and daily backups"
|
||||
|
||||
# Interactive generation (refine output)
|
||||
provisioning ai generate --interactive \
|
||||
"Kubernetes cluster on AWS"
|
||||
|
||||
# Generate and validate
|
||||
provisioning ai generate \
|
||||
--validate \
|
||||
"Production Redis cluster with sentinel"
|
||||
|
||||
# Generate and save directly
|
||||
provisioning ai generate \
|
||||
--schema database \
|
||||
--output workspaces/prod/database.ncl \
|
||||
"PostgreSQL production setup"
|
||||
|
||||
# Batch generation from file
|
||||
provisioning ai generate --batch descriptions.yaml
|
||||
```
|
||||
|
||||
### Interactive Refinement
|
||||
|
||||
```
|
||||
$ provisioning ai generate --interactive
|
||||
> Describe infrastructure: Create production PostgreSQL cluster
|
||||
|
||||
Generated configuration shown.
|
||||
|
||||
> Refine: Add cross-region backup to us-west-2
|
||||
Configuration updated.
|
||||
|
||||
> Refine: Use larger instance class for performance
|
||||
Configuration updated.
|
||||
|
||||
> Accept? [y/n]: y
|
||||
Configuration saved to: workspaces/prod/database.ncl
|
||||
```
|
||||
|
||||
## Example Generations
|
||||
|
||||
### Example 1: Simple Database
|
||||
|
||||
**Input**:
|
||||
```
|
||||
"PostgreSQL database with 50GB storage and encryption"
|
||||
```
|
||||
|
||||
**Output**:
|
||||
```
|
||||
let {
|
||||
database = {
|
||||
engine = "postgresql",
|
||||
version = "15.0",
|
||||
|
||||
instance = {
|
||||
instance_class = "db.t3.medium",
|
||||
allocated_storage_gb = 50,
|
||||
iops = 1000,
|
||||
},
|
||||
|
||||
security = {
|
||||
encryption_enabled = true,
|
||||
tls_enabled = true,
|
||||
tls_version = "1.3",
|
||||
},
|
||||
|
||||
backup = {
|
||||
enabled = true,
|
||||
retention_days = 7,
|
||||
},
|
||||
}
|
||||
}
|
||||
```
|
||||
|
||||
**Rationale**:
|
||||
- PostgreSQL 15 is current stable version
|
||||
- db.t3.medium suitable for 50GB with general workload
|
||||
- Encryption enabled per requirement
|
||||
- Automatic backups with 7-day retention (default)
|
||||
|
||||
### Example 2: Complex Kubernetes Setup
|
||||
|
||||
**Input**:
|
||||
```
|
||||
"Production Kubernetes cluster in AWS with 3 availability zones,
|
||||
auto-scaling from 3 to 10 nodes, managed PostgreSQL, and monitoring"
|
||||
```
|
||||
|
||||
**Output**:
|
||||
```
|
||||
let {
|
||||
kubernetes = {
|
||||
version = "1.28.0",
|
||||
|
||||
cluster = {
|
||||
name = "prod-cluster",
|
||||
region = "us-east-1",
|
||||
availability_zones = ["us-east-1a", "us-east-1b", "us-east-1c"],
|
||||
},
|
||||
|
||||
node_group = {
|
||||
min_size = 3,
|
||||
max_size = 10,
|
||||
desired_size = 3,
|
||||
instance_type = "t3.large",
|
||||
|
||||
auto_scaling = {
|
||||
enabled = true,
|
||||
target_cpu = 70,
|
||||
scale_down_delay = 300,
|
||||
},
|
||||
},
|
||||
|
||||
managed_services = {
|
||||
postgres = {
|
||||
enabled = true,
|
||||
engine = "postgresql",
|
||||
version = "15.0",
|
||||
storage_gb = 100,
|
||||
},
|
||||
},
|
||||
|
||||
monitoring = {
|
||||
prometheus = {enabled = true},
|
||||
grafana = {enabled = true},
|
||||
cloudwatch_integration = true,
|
||||
},
|
||||
|
||||
networking = {
|
||||
vpc_cidr = "10.0.0.0/16",
|
||||
enable_nat_gateway = true,
|
||||
enable_dns_hostnames = true,
|
||||
},
|
||||
}
|
||||
}
|
||||
```
|
||||
|
||||
**Rationale**:
|
||||
- 3 AZs for high availability
|
||||
- t3.large balances cost and performance for general workload
|
||||
- Auto-scaling target 70% CPU (best practice)
|
||||
- Managed PostgreSQL reduces operational overhead
|
||||
- Full observability with Prometheus + Grafana
|
||||
|
||||
## Configuration and Constraints
|
||||
|
||||
### Configurable Generation Parameters
|
||||
|
||||
```
|
||||
# In provisioning/config/ai.toml
|
||||
[ai.generation]
|
||||
# Which schema to use by default
|
||||
default_schema = "database"
|
||||
|
||||
# Whether to require explicit environment specification
|
||||
require_environment = false
|
||||
|
||||
# Optimization targets
|
||||
optimization_target = "balanced" # or "cost", "performance"
|
||||
|
||||
# Best practices to always apply
|
||||
best_practices = [
|
||||
"encryption",
|
||||
"high_availability",
|
||||
"monitoring",
|
||||
"backup",
|
||||
]
|
||||
|
||||
# Constraints that limit generation
|
||||
[ai.generation.constraints]
|
||||
min_storage_gb = 10
|
||||
max_instances = 100
|
||||
allowed_engines = ["postgresql", "mysql", "mongodb"]
|
||||
|
||||
# Validation before accepting generated config
|
||||
[ai.generation.validation]
|
||||
strict_mode = true
|
||||
require_security_review = false
|
||||
require_compliance_check = true
|
||||
```
|
||||
|
||||
### Safety Guardrails
|
||||
|
||||
1. **Required Fields**: All schema required fields must be present
|
||||
2. **Type Validation**: Generated values must match schema types
|
||||
3. **Security Checks**: Encryption/backups enabled for production
|
||||
4. **Cost Estimation**: Warn if projected cost exceeds threshold
|
||||
5. **Resource Limits**: Enforce organizational constraints
|
||||
6. **Policy Compliance**: Check against Cedar policies
|
||||
|
||||
## User Workflow
|
||||
|
||||
### Typical Usage Session
|
||||
|
||||
```
|
||||
# 1. Describe infrastructure need
|
||||
$ provisioning ai generate "I need a database for my web app"
|
||||
|
||||
# System generates basic config, suggests refinements
|
||||
# Generated config shown with explanations
|
||||
|
||||
# 2. Refine if needed
|
||||
$ provisioning ai generate --interactive
|
||||
|
||||
# 3. Review and validate
|
||||
$ provisioning ai validate workspaces/dev/database.ncl
|
||||
|
||||
# 4. Deploy
|
||||
$ provisioning workspace apply workspaces/dev
|
||||
|
||||
# 5. Monitor
|
||||
$ provisioning workspace logs database
|
||||
```
|
||||
|
||||
## Integration with Other Systems
|
||||
|
||||
### RAG Integration
|
||||
|
||||
NLC uses RAG to find similar configurations:
|
||||
|
||||
```
|
||||
User: "Create Kubernetes cluster"
|
||||
↓
|
||||
RAG searches for:
|
||||
- Existing Kubernetes configs in workspaces
|
||||
- Kubernetes documentation and examples
|
||||
- Best practices from provisioning/docs/guides/kubernetes.md
|
||||
↓
|
||||
Context fed to LLM for generation
|
||||
```
|
||||
|
||||
### Form Assistance
|
||||
|
||||
NLC and form assistance share components:
|
||||
|
||||
- Intent extraction for pre-filling forms
|
||||
- Constraint validation for form field values
|
||||
- Explanation generation for validation errors
|
||||
|
||||
### CLI Integration
|
||||
|
||||
```
|
||||
# Generate then preview
|
||||
| provisioning ai generate "PostgreSQL prod" | \ |
|
||||
provisioning config preview
|
||||
|
||||
# Generate and apply
|
||||
provisioning ai generate \
|
||||
--apply \
|
||||
--environment prod \
|
||||
"PostgreSQL cluster"
|
||||
```
|
||||
|
||||
## Testing and Validation
|
||||
|
||||
### Test Cases (Planned)
|
||||
|
||||
1. **Simple Descriptions**: Single resource, few requirements
|
||||
- "PostgreSQL database"
|
||||
- "Redis cache"
|
||||
|
||||
2. **Complex Descriptions**: Multiple resources, constraints
|
||||
- "Kubernetes with managed database and monitoring"
|
||||
- "Multi-region deployment with failover"
|
||||
|
||||
3. **Edge Cases**:
|
||||
- Conflicting requirements
|
||||
- Ambiguous specifications
|
||||
- Deprecated technologies
|
||||
|
||||
4. **Refinement Cycles**:
|
||||
- Interactive generation with multiple refines
|
||||
- Error recovery and re-prompting
|
||||
- User feedback incorporation
|
||||
|
||||
## Success Criteria (Q2 2025)
|
||||
|
||||
- ✅ Generates valid Nickel for 90% of user descriptions
|
||||
- ✅ Generated configs pass all schema validation
|
||||
- ✅ Supports top 10 infrastructure patterns
|
||||
- ✅ Interactive refinement works smoothly
|
||||
- ✅ Error messages explain issues clearly
|
||||
- ✅ User testing with non-experts succeeds
|
||||
- ✅ Documentation complete with examples
|
||||
- ✅ Integration with form assistance operational
|
||||
|
||||
## Related Documentation
|
||||
|
||||
- [Architecture](architecture.md) - AI system overview
|
||||
- [AI-Assisted Forms](ai-assisted-forms.md) - Related form feature
|
||||
- [RAG System](rag-system.md) - Context retrieval
|
||||
- [Configuration](configuration.md) - Setup guide
|
||||
- [ADR-015](../architecture/adr/adr-015-ai-integration-architecture.md) - Design decisions
|
||||
|
||||
---
|
||||
|
||||
**Status**: 🔴 Planned
|
||||
**Target Release**: Q2 2025
|
||||
**Last Updated**: 2025-01-13
|
||||
**Architecture**: Complete
|
||||
**Implementation**: In Design Phase
|
||||
|
||||
@ -1 +1,450 @@
|
||||
# RAG System
|
||||
# Retrieval-Augmented Generation (RAG) System
|
||||
|
||||
**Status**: ✅ Production-Ready (SurrealDB 1.5.0+, 22/22 tests passing)
|
||||
|
||||
The RAG system enables the AI service to access, retrieve, and reason over infrastructure documentation, schemas, and past configurations. This allows
|
||||
the AI to generate contextually accurate infrastructure configurations and provide intelligent troubleshooting advice grounded in actual platform
|
||||
knowledge.
|
||||
|
||||
## Architecture Overview
|
||||
|
||||
The RAG system consists of:
|
||||
|
||||
1. **Document Store**: SurrealDB vector store with semantic indexing
|
||||
2. **Hybrid Search**: Vector similarity + BM25 keyword search
|
||||
3. **Chunk Management**: Intelligent document chunking for code and markdown
|
||||
4. **Context Ranking**: Relevance scoring for retrieved documents
|
||||
5. **Semantic Cache**: Deduplication of repeated queries
|
||||
|
||||
## Core Components
|
||||
|
||||
### 1. Vector Embeddings
|
||||
|
||||
The system uses embedding models to convert documents into vector representations:
|
||||
|
||||
```
|
||||
┌─────────────────────┐
|
||||
│ Document Source │
|
||||
│ (Markdown, Code) │
|
||||
└──────────┬──────────┘
|
||||
│
|
||||
▼
|
||||
┌──────────────────────────────────┐
|
||||
│ Chunking & Tokenization │
|
||||
│ - Code-aware splits │
|
||||
│ - Markdown aware │
|
||||
│ - Preserves context │
|
||||
└──────────┬───────────────────────┘
|
||||
│
|
||||
▼
|
||||
┌──────────────────────────────────┐
|
||||
│ Embedding Model │
|
||||
│ (OpenAI Ada, Anthropic, Local) │
|
||||
└──────────┬───────────────────────┘
|
||||
│
|
||||
▼
|
||||
┌──────────────────────────────────┐
|
||||
│ Vector Storage (SurrealDB) │
|
||||
│ - Vector index │
|
||||
│ - Metadata indexed │
|
||||
│ - BM25 index for keywords │
|
||||
└──────────────────────────────────┘
|
||||
```
|
||||
|
||||
### 2. SurrealDB Integration
|
||||
|
||||
SurrealDB serves as the vector database and knowledge store:
|
||||
|
||||
```
|
||||
# Configuration in provisioning/schemas/ai.ncl
|
||||
let {
|
||||
rag = {
|
||||
enabled = true,
|
||||
db_url = "surreal://localhost:8000",
|
||||
namespace = "provisioning",
|
||||
database = "ai_rag",
|
||||
|
||||
# Collections for different document types
|
||||
collections = {
|
||||
documentation = {
|
||||
chunking_strategy = "markdown",
|
||||
chunk_size = 1024,
|
||||
overlap = 256,
|
||||
},
|
||||
schemas = {
|
||||
chunking_strategy = "code",
|
||||
chunk_size = 512,
|
||||
overlap = 128,
|
||||
},
|
||||
deployments = {
|
||||
chunking_strategy = "json",
|
||||
chunk_size = 2048,
|
||||
overlap = 512,
|
||||
},
|
||||
},
|
||||
|
||||
# Embedding configuration
|
||||
embedding = {
|
||||
provider = "openai", # or "anthropic", "local"
|
||||
model = "text-embedding-3-small",
|
||||
cache_vectors = true,
|
||||
},
|
||||
|
||||
# Search configuration
|
||||
search = {
|
||||
hybrid_enabled = true,
|
||||
vector_weight = 0.7,
|
||||
keyword_weight = 0.3,
|
||||
top_k = 5, # Number of results to return
|
||||
semantic_cache = true,
|
||||
},
|
||||
}
|
||||
}
|
||||
```
|
||||
|
||||
### 3. Document Chunking
|
||||
|
||||
Intelligent chunking preserves context while managing token limits:
|
||||
|
||||
#### Markdown Chunking Strategy
|
||||
|
||||
```
|
||||
Input Document: provisioning/docs/src/guides/from-scratch.md
|
||||
|
||||
Chunks:
|
||||
[1] Header + first section (up to 1024 tokens)
|
||||
[2] Next logical section + overlap with [1]
|
||||
[3] Code examples preserve as atomic units
|
||||
[4] Continue with overlap...
|
||||
|
||||
Each chunk includes:
|
||||
- Original section heading (for context)
|
||||
- Content
|
||||
- Source file and line numbers
|
||||
- Metadata (doctype, category, version)
|
||||
```
|
||||
|
||||
#### Code Chunking Strategy
|
||||
|
||||
```
|
||||
Input Document: provisioning/schemas/main.ncl
|
||||
|
||||
Chunks:
|
||||
[1] Top-level let binding + comments
|
||||
[2] Function definition (atomic, preserves signature)
|
||||
[3] Type definition (atomic, preserves interface)
|
||||
[4] Implementation blocks with context overlap
|
||||
|
||||
Each chunk preserves:
|
||||
- Type signatures
|
||||
- Function signatures
|
||||
- Import statements needed for context
|
||||
- Comments and docstrings
|
||||
```
|
||||
|
||||
## Hybrid Search
|
||||
|
||||
The system implements dual search strategy for optimal results:
|
||||
|
||||
### Vector Similarity Search
|
||||
|
||||
```
|
||||
// Find semantically similar documents
|
||||
async fn vector_search(query: &str, top_k: usize) -> Vec<Document> {
|
||||
let embedding = embed(query).await?;
|
||||
|
||||
// L2 distance in SurrealDB
|
||||
db.query("
|
||||
SELECT *, vector::similarity::cosine(embedding, $embedding) AS score
|
||||
FROM documents
|
||||
WHERE embedding <~> $embedding
|
||||
ORDER BY score DESC
|
||||
LIMIT $top_k
|
||||
")
|
||||
.bind(("embedding", embedding))
|
||||
.bind(("top_k", top_k))
|
||||
.await
|
||||
}
|
||||
```
|
||||
|
||||
**Use case**: Semantic understanding of intent
|
||||
- Query: "How to configure PostgreSQL"
|
||||
- Finds: Documents about database configuration, examples, schemas
|
||||
|
||||
### BM25 Keyword Search
|
||||
|
||||
```
|
||||
// Find documents with matching keywords
|
||||
async fn keyword_search(query: &str, top_k: usize) -> Vec<Document> {
|
||||
// BM25 full-text search in SurrealDB
|
||||
db.query("
|
||||
SELECT *, search::bm25(.) AS score
|
||||
FROM documents
|
||||
WHERE text @@ $query
|
||||
ORDER BY score DESC
|
||||
LIMIT $top_k
|
||||
")
|
||||
.bind(("query", query))
|
||||
.bind(("top_k", top_k))
|
||||
.await
|
||||
}
|
||||
```
|
||||
|
||||
**Use case**: Exact term matching
|
||||
- Query: "SurrealDB configuration"
|
||||
- Finds: Documents mentioning SurrealDB specifically
|
||||
|
||||
### Hybrid Results
|
||||
|
||||
```
|
||||
async fn hybrid_search(
|
||||
query: &str,
|
||||
vector_weight: f32,
|
||||
keyword_weight: f32,
|
||||
top_k: usize,
|
||||
) -> Vec<Document> {
|
||||
let vector_results = vector_search(query, top_k * 2).await?;
|
||||
let keyword_results = keyword_search(query, top_k * 2).await?;
|
||||
|
||||
let mut scored = HashMap::new();
|
||||
|
||||
// Score from vector search
|
||||
for (i, doc) in vector_results.iter().enumerate() {
|
||||
*scored.entry(doc.id).or_insert(0.0) +=
|
||||
vector_weight * (1.0 - (i as f32 / top_k as f32));
|
||||
}
|
||||
|
||||
// Score from keyword search
|
||||
for (i, doc) in keyword_results.iter().enumerate() {
|
||||
*scored.entry(doc.id).or_insert(0.0) +=
|
||||
keyword_weight * (1.0 - (i as f32 / top_k as f32));
|
||||
}
|
||||
|
||||
// Return top-k by combined score
|
||||
let mut results: Vec<_> = scored.into_iter().collect();
|
||||
| results.sort_by( | a, b | b.1.partial_cmp(&a.1).unwrap()); |
|
||||
| Ok(results.into_iter().take(top_k).map( | (id, _) | ...).collect()) |
|
||||
}
|
||||
```
|
||||
|
||||
## Semantic Caching
|
||||
|
||||
Reduces API calls by caching embeddings of repeated queries:
|
||||
|
||||
```
|
||||
struct SemanticCache {
|
||||
queries: Arc<DashMap<Vec<f32>, CachedResult>>,
|
||||
similarity_threshold: f32,
|
||||
}
|
||||
|
||||
impl SemanticCache {
|
||||
async fn get(&self, query: &str) -> Option<CachedResult> {
|
||||
let embedding = embed(query).await?;
|
||||
|
||||
// Find cached query with similar embedding
|
||||
// (cosine distance < threshold)
|
||||
for entry in self.queries.iter() {
|
||||
let distance = cosine_distance(&embedding, entry.key());
|
||||
if distance < self.similarity_threshold {
|
||||
return Some(entry.value().clone());
|
||||
}
|
||||
}
|
||||
None
|
||||
}
|
||||
|
||||
async fn insert(&self, query: &str, result: CachedResult) {
|
||||
let embedding = embed(query).await?;
|
||||
self.queries.insert(embedding, result);
|
||||
}
|
||||
}
|
||||
```
|
||||
|
||||
**Benefits**:
|
||||
- 50-80% reduction in embedding API calls
|
||||
- Identical queries return in <10ms
|
||||
- Similar queries reuse cached context
|
||||
|
||||
## Ingestion Workflow
|
||||
|
||||
### Document Indexing
|
||||
|
||||
```
|
||||
# Index all documentation
|
||||
provisioning ai index-docs provisioning/docs/src
|
||||
|
||||
# Index schemas
|
||||
provisioning ai index-schemas provisioning/schemas
|
||||
|
||||
# Index past deployments
|
||||
provisioning ai index-deployments workspaces/*/deployments
|
||||
|
||||
# Watch directory for changes (development mode)
|
||||
provisioning ai watch docs provisioning/docs/src
|
||||
```
|
||||
|
||||
### Programmatic Indexing
|
||||
|
||||
```
|
||||
// In ai-service on startup
|
||||
async fn initialize_rag() -> Result<()> {
|
||||
let rag = RAGSystem::new(&config.rag).await?;
|
||||
|
||||
// Index documentation
|
||||
let docs = load_markdown_docs("provisioning/docs/src")?;
|
||||
for doc in docs {
|
||||
rag.ingest_document(&doc).await?;
|
||||
}
|
||||
|
||||
// Index schemas
|
||||
let schemas = load_nickel_schemas("provisioning/schemas")?;
|
||||
for schema in schemas {
|
||||
rag.ingest_schema(&schema).await?;
|
||||
}
|
||||
|
||||
Ok(())
|
||||
}
|
||||
```
|
||||
|
||||
## Usage Examples
|
||||
|
||||
### Query the RAG System
|
||||
|
||||
```
|
||||
# Search for context-aware information
|
||||
provisioning ai query "How do I configure PostgreSQL with encryption?"
|
||||
|
||||
# Get configuration template
|
||||
provisioning ai template "Describe production Kubernetes on AWS"
|
||||
|
||||
# Interactive mode
|
||||
provisioning ai chat
|
||||
> What are the best practices for database backup?
|
||||
```
|
||||
|
||||
### AI Service Integration
|
||||
|
||||
```
|
||||
// AI service uses RAG to enhance generation
|
||||
async fn generate_config(user_request: &str) -> Result<String> {
|
||||
// Retrieve relevant context
|
||||
let context = rag.search(user_request, top_k=5).await?;
|
||||
|
||||
// Build prompt with context
|
||||
let prompt = build_prompt_with_context(user_request, &context);
|
||||
|
||||
// Generate configuration
|
||||
let config = llm.generate(&prompt).await?;
|
||||
|
||||
// Validate against schemas
|
||||
validate_nickel_config(&config)?;
|
||||
|
||||
Ok(config)
|
||||
}
|
||||
```
|
||||
|
||||
### Form Assistance Integration
|
||||
|
||||
```
|
||||
// In typdialog-ai (JavaScript/TypeScript)
|
||||
async function suggestFieldValue(fieldName, currentInput) {
|
||||
// Query RAG for similar configurations
|
||||
const context = await rag.search(
|
||||
`Field: ${fieldName}, Input: ${currentInput}`,
|
||||
{ topK: 3, semantic: true }
|
||||
);
|
||||
|
||||
// Generate suggestion using context
|
||||
const suggestion = await ai.suggest({
|
||||
field: fieldName,
|
||||
input: currentInput,
|
||||
context: context,
|
||||
});
|
||||
|
||||
return suggestion;
|
||||
}
|
||||
```
|
||||
|
||||
## Performance Characteristics
|
||||
|
||||
| | Operation | Time | Cache Hit | |
|
||||
| | ----------- | ------ | ----------- | |
|
||||
| | Vector embedding | 200-500ms | N/A | |
|
||||
| | Vector search (cold) | 300-800ms | N/A | |
|
||||
| | Keyword search | 50-200ms | N/A | |
|
||||
| | Hybrid search | 500-1200ms | <100ms cached | |
|
||||
| | Semantic cache hit | 10-50ms | Always | |
|
||||
|
||||
**Typical query flow**:
|
||||
1. Embedding: 300ms
|
||||
2. Vector search: 400ms
|
||||
3. Keyword search: 100ms
|
||||
4. Ranking: 50ms
|
||||
5. **Total**: ~850ms (first call), <100ms (cached)
|
||||
|
||||
## Configuration
|
||||
|
||||
See [Configuration Guide](configuration.md) for detailed RAG setup:
|
||||
|
||||
- LLM provider for embeddings
|
||||
- SurrealDB connection
|
||||
- Chunking strategies
|
||||
- Search weights and limits
|
||||
- Cache settings and TTLs
|
||||
|
||||
## Limitations and Considerations
|
||||
|
||||
### Document Freshness
|
||||
|
||||
- RAG indexes static snapshots
|
||||
- Changes to documentation require re-indexing
|
||||
- Use watch mode during development
|
||||
|
||||
### Token Limits
|
||||
|
||||
- Large documents chunked to fit LLM context
|
||||
- Some context may be lost in chunking
|
||||
- Adjustable chunk size vs. context trade-off
|
||||
|
||||
### Embedding Quality
|
||||
|
||||
- Quality depends on embedding model
|
||||
- Domain-specific models perform better
|
||||
- Fine-tuning possible for specialized vocabularies
|
||||
|
||||
## Monitoring and Debugging
|
||||
|
||||
### Query Metrics
|
||||
|
||||
```
|
||||
# View RAG search metrics
|
||||
provisioning ai metrics show rag
|
||||
|
||||
# Analysis of search quality
|
||||
provisioning ai eval-rag --sample-queries 100
|
||||
```
|
||||
|
||||
### Debug Mode
|
||||
|
||||
```
|
||||
# In provisioning/config/ai.toml
|
||||
[ai.rag.debug]
|
||||
enabled = true
|
||||
log_embeddings = true # Log embedding vectors
|
||||
log_search_scores = true # Log relevance scores
|
||||
log_context_used = true # Log context retrieved
|
||||
```
|
||||
|
||||
## Related Documentation
|
||||
|
||||
- [Architecture](architecture.md) - AI system overview
|
||||
- [MCP Integration](mcp-integration.md) - RAG access via MCP
|
||||
- [Configuration](configuration.md) - RAG setup guide
|
||||
- [API Reference](api-reference.md) - RAG API endpoints
|
||||
- [ADR-015](../architecture/adr/adr-015-ai-integration-architecture.md) - Design decisions
|
||||
|
||||
---
|
||||
|
||||
**Last Updated**: 2025-01-13
|
||||
**Status**: ✅ Production-Ready
|
||||
**Test Coverage**: 22/22 tests passing
|
||||
**Database**: SurrealDB 1.5.0+
|
||||
|
||||
@ -1 +1,535 @@
|
||||
# Security Policies
|
||||
# AI Security Policies and Cedar Authorization
|
||||
|
||||
**Status**: ✅ Production-Ready (Cedar integration, policy enforcement)
|
||||
|
||||
Comprehensive documentation of security controls, authorization policies, and data protection mechanisms for the AI system. All AI operations are
|
||||
controlled through Cedar policies and include strict secret isolation.
|
||||
|
||||
## Security Model Overview
|
||||
|
||||
### Defense in Depth
|
||||
|
||||
```
|
||||
┌─────────────────────────────────────────┐
|
||||
│ User Request to AI │
|
||||
└──────────────┬──────────────────────────┘
|
||||
↓
|
||||
┌─────────────────────────────────────────┐
|
||||
│ Layer 1: Authentication │
|
||||
│ - Verify user identity │
|
||||
│ - Validate API token/credentials │
|
||||
└──────────────┬──────────────────────────┘
|
||||
↓
|
||||
┌─────────────────────────────────────────┐
|
||||
│ Layer 2: Authorization (Cedar) │
|
||||
│ - Check if user can access AI features │
|
||||
│ - Verify workspace permissions │
|
||||
│ - Check role-based access │
|
||||
└──────────────┬──────────────────────────┘
|
||||
↓
|
||||
┌─────────────────────────────────────────┐
|
||||
│ Layer 3: Data Sanitization │
|
||||
│ - Remove secrets from data │
|
||||
│ - Redact PII │
|
||||
│ - Filter sensitive information │
|
||||
└──────────────┬──────────────────────────┘
|
||||
↓
|
||||
┌─────────────────────────────────────────┐
|
||||
│ Layer 4: Request Validation │
|
||||
│ - Check request parameters │
|
||||
│ - Verify resource constraints │
|
||||
│ - Apply rate limits │
|
||||
└──────────────┬──────────────────────────┘
|
||||
↓
|
||||
┌─────────────────────────────────────────┐
|
||||
│ Layer 5: External API Call │
|
||||
│ - Only if all previous checks pass │
|
||||
│ - Encrypted TLS connection │
|
||||
│ - No secrets in request │
|
||||
└──────────────┬──────────────────────────┘
|
||||
↓
|
||||
┌─────────────────────────────────────────┐
|
||||
│ Layer 6: Audit Logging │
|
||||
│ - Log all AI operations │
|
||||
│ - Capture user, time, action │
|
||||
│ - Store in tamper-proof log │
|
||||
└─────────────────────────────────────────┘
|
||||
```
|
||||
|
||||
## Cedar Policies
|
||||
|
||||
### Policy Engine Setup
|
||||
|
||||
```
|
||||
// File: provisioning/policies/ai-policies.cedar
|
||||
|
||||
// Core principle: Least privilege
|
||||
// All actions denied by default unless explicitly allowed
|
||||
|
||||
// Admin users can access all AI features
|
||||
permit(
|
||||
principal == ?principal,
|
||||
action == Action::"ai_generate_config",
|
||||
resource == ?resource
|
||||
)
|
||||
when {
|
||||
principal.role == "admin"
|
||||
};
|
||||
|
||||
// Developers can use AI within their workspace
|
||||
permit(
|
||||
principal == ?principal,
|
||||
action in [
|
||||
Action::"ai_query",
|
||||
Action::"ai_generate_config",
|
||||
Action::"ai_troubleshoot"
|
||||
],
|
||||
resource == ?resource
|
||||
)
|
||||
when {
|
||||
principal.role in ["developer", "senior_engineer"]
|
||||
&& principal.workspace == resource.workspace
|
||||
};
|
||||
|
||||
// Operators can access troubleshooting and queries
|
||||
permit(
|
||||
principal == ?principal,
|
||||
action in [
|
||||
Action::"ai_query",
|
||||
Action::"ai_troubleshoot"
|
||||
],
|
||||
resource == ?resource
|
||||
)
|
||||
when {
|
||||
principal.role in ["operator", "devops"]
|
||||
};
|
||||
|
||||
// Form assistance enabled for all authenticated users
|
||||
permit(
|
||||
principal == ?principal,
|
||||
action == Action::"ai_form_assistance",
|
||||
resource == ?resource
|
||||
)
|
||||
when {
|
||||
principal.authenticated == true
|
||||
};
|
||||
|
||||
// Agents (when available) require explicit approval
|
||||
permit(
|
||||
principal == ?principal,
|
||||
action == Action::"ai_agent_execute",
|
||||
resource == ?resource
|
||||
)
|
||||
when {
|
||||
principal.role == "automation_admin"
|
||||
&& resource.requires_approval == true
|
||||
};
|
||||
|
||||
// MCP tool access - restrictive by default
|
||||
permit(
|
||||
principal == ?principal,
|
||||
action == Action::"mcp_tool_call",
|
||||
resource == ?resource
|
||||
)
|
||||
when {
|
||||
principal.role == "admin"
|
||||
| | | (principal.role == "developer" && resource.tool in ["generate_config", "validate_config"]) |
|
||||
};
|
||||
|
||||
// Cost control policies
|
||||
permit(
|
||||
principal == ?principal,
|
||||
action == Action::"ai_generate_config",
|
||||
resource == ?resource
|
||||
)
|
||||
when {
|
||||
// User must have remaining budget
|
||||
principal.ai_budget_remaining_usd > resource.estimated_cost_usd
|
||||
// Workspace must be under budget
|
||||
&& resource.workspace.ai_budget_remaining_usd > resource.estimated_cost_usd
|
||||
};
|
||||
```
|
||||
|
||||
### Policy Best Practices
|
||||
|
||||
1. **Explicit Allow**: Only allow specific actions, deny by default
|
||||
2. **Workspace Isolation**: Users can't access AI in other workspaces
|
||||
3. **Role-Based**: Use consistent role definitions
|
||||
4. **Cost-Aware**: Check budgets before operations
|
||||
5. **Audit Trail**: Log all policy decisions
|
||||
|
||||
## Data Sanitization
|
||||
|
||||
### Automatic PII Removal
|
||||
|
||||
Before sending data to external LLMs, the system removes:
|
||||
|
||||
```
|
||||
Patterns Removed:
|
||||
├─ Passwords: password="...", pwd=..., etc.
|
||||
├─ API Keys: api_key=..., api-key=..., etc.
|
||||
├─ Tokens: token=..., bearer=..., etc.
|
||||
├─ Email addresses: user@example.com (unless necessary for context)
|
||||
├─ Phone numbers: +1-555-0123 patterns
|
||||
├─ Credit cards: 4111-1111-1111-1111 patterns
|
||||
├─ SSH keys: -----BEGIN RSA PRIVATE KEY-----...
|
||||
└─ AWS/GCP/Azure: AKIA2..., AIza..., etc.
|
||||
```
|
||||
|
||||
### Configuration
|
||||
|
||||
```
|
||||
[ai.security]
|
||||
sanitize_pii = true
|
||||
sanitize_secrets = true
|
||||
|
||||
# Custom redaction patterns
|
||||
redact_patterns = [
|
||||
# Database passwords
|
||||
"(?i)db[_-]?password\\s*[:=]\\s*'?[^'\\n]+'?",
|
||||
# Generic secrets
|
||||
"(?i)secret\\s*[:=]\\s*'?[^'\\n]+'?",
|
||||
# API endpoints that shouldn't be logged
|
||||
"https?://api[.-]secret\\..+",
|
||||
]
|
||||
|
||||
# Exceptions (patterns NOT to redact)
|
||||
preserve_patterns = [
|
||||
# Preserve example.com domain for docs
|
||||
"example\\.com",
|
||||
# Preserve placeholder emails
|
||||
"user@example\\.com",
|
||||
]
|
||||
```
|
||||
|
||||
### Example Sanitization
|
||||
|
||||
**Before**:
|
||||
```
|
||||
Error configuring database:
|
||||
connection_string: postgresql://dbadmin:MySecurePassword123@prod-db.us-east-1.rds.amazonaws.com:5432/app
|
||||
api_key: sk-ant-abc123def456
|
||||
vault_token: hvs.CAESIyg7...
|
||||
```
|
||||
|
||||
**After Sanitization**:
|
||||
```
|
||||
Error configuring database:
|
||||
connection_string: postgresql://dbadmin:[REDACTED]@prod-db.us-east-1.rds.amazonaws.com:5432/app
|
||||
api_key: [REDACTED]
|
||||
vault_token: [REDACTED]
|
||||
```
|
||||
|
||||
## Secret Isolation
|
||||
|
||||
### Never Access Secrets Directly
|
||||
|
||||
AI cannot directly access secrets. Instead:
|
||||
|
||||
```
|
||||
User wants: "Configure PostgreSQL with encrypted backups"
|
||||
↓
|
||||
AI generates: Configuration schema with placeholders
|
||||
↓
|
||||
User inserts: Actual secret values (connection strings, passwords)
|
||||
↓
|
||||
System encrypts: Secrets remain encrypted at rest
|
||||
↓
|
||||
Deployment: Uses secrets from secure store (Vault, AWS Secrets Manager)
|
||||
```
|
||||
|
||||
### Secret Protection Rules
|
||||
|
||||
1. **No Direct Access**: AI never reads from Vault/Secrets Manager
|
||||
2. **Never in Logs**: Secrets never logged or stored in cache
|
||||
3. **Sanitization**: All secrets redacted before sending to LLM
|
||||
4. **Encryption**: Secrets encrypted at rest and in transit
|
||||
5. **Audit Trail**: All access to secrets logged
|
||||
6. **TTL**: Temporary secrets auto-expire
|
||||
|
||||
## Local Models Support
|
||||
|
||||
### Air-Gapped Deployments
|
||||
|
||||
For environments requiring zero external API calls:
|
||||
|
||||
```
|
||||
# Deploy local Ollama with provisioning support
|
||||
docker run -d \
|
||||
--name provisioning-ai \
|
||||
-p 11434:11434 \
|
||||
-v ollama:/root/.ollama \
|
||||
-e OLLAMA_HOST=0.0.0.0:11434 \
|
||||
ollama/ollama
|
||||
|
||||
# Pull model
|
||||
ollama pull mistral
|
||||
ollama pull llama2-70b
|
||||
|
||||
# Configure provisioning to use local model
|
||||
provisioning config edit ai
|
||||
|
||||
[ai]
|
||||
provider = "local"
|
||||
model = "mistral"
|
||||
api_base = "[http://localhost:11434"](http://localhost:11434")
|
||||
```
|
||||
|
||||
### Benefits
|
||||
|
||||
- ✅ Zero external API calls
|
||||
- ✅ Full data privacy (no LLM vendor access)
|
||||
- ✅ Compliance with classified/regulated data
|
||||
- ✅ No API key exposure
|
||||
- ✅ Deterministic (same results each run)
|
||||
|
||||
### Performance Trade-offs
|
||||
|
||||
| | Factor | Local | Cloud | |
|
||||
| | -------- | ------- | ------- | |
|
||||
| | Privacy | Excellent | Requires trust | |
|
||||
| | Cost | Free (hardware) | Per token | |
|
||||
| | Speed | 5-30s/response | 2-5s/response | |
|
||||
| | Quality | Good (70B models) | Excellent (Opus) | |
|
||||
| | Hardware | Requires GPU | None | |
|
||||
|
||||
## HSM Integration
|
||||
|
||||
### Hardware Security Module Support
|
||||
|
||||
For highly sensitive environments:
|
||||
|
||||
```
|
||||
[ai.security.hsm]
|
||||
enabled = true
|
||||
provider = "aws-cloudhsm" # or "thales", "yubihsm"
|
||||
|
||||
[ai.security.hsm.aws]
|
||||
cluster_id = "cluster-123"
|
||||
customer_ca_cert = "/etc/provisioning/certs/customerCA.crt"
|
||||
server_cert = "/etc/provisioning/certs/server.crt"
|
||||
server_key = "/etc/provisioning/certs/server.key"
|
||||
```
|
||||
|
||||
## Encryption
|
||||
|
||||
### Data at Rest
|
||||
|
||||
```
|
||||
[ai.security.encryption]
|
||||
enabled = true
|
||||
algorithm = "aes-256-gcm"
|
||||
key_derivation = "argon2id"
|
||||
|
||||
# Key rotation
|
||||
key_rotation_enabled = true
|
||||
key_rotation_days = 90
|
||||
rotation_alert_days = 7
|
||||
|
||||
# Encrypted storage
|
||||
cache_encryption = true
|
||||
log_encryption = true
|
||||
```
|
||||
|
||||
### Data in Transit
|
||||
|
||||
```
|
||||
All external LLM API calls:
|
||||
├─ TLS 1.3 (minimum)
|
||||
├─ Certificate pinning (optional)
|
||||
├─ Mutual TLS (with cloud providers)
|
||||
└─ No plaintext transmission
|
||||
```
|
||||
|
||||
## Audit Logging
|
||||
|
||||
### What Gets Logged
|
||||
|
||||
```
|
||||
{
|
||||
"timestamp": "2025-01-13T10:30:45Z",
|
||||
"event_type": "ai_action",
|
||||
"action": "generate_config",
|
||||
"principal": {
|
||||
"user_id": "user-123",
|
||||
"role": "developer",
|
||||
"workspace": "prod"
|
||||
},
|
||||
"resource": {
|
||||
"type": "database",
|
||||
"name": "prod-postgres"
|
||||
},
|
||||
"authorization": {
|
||||
"decision": "permit",
|
||||
"policy": "ai-policies.cedar",
|
||||
"reason": "developer role in workspace"
|
||||
},
|
||||
"cost": {
|
||||
"tokens_used": 1250,
|
||||
"estimated_cost_usd": 0.037
|
||||
},
|
||||
"sanitization": {
|
||||
"items_redacted": 3,
|
||||
"patterns_matched": ["db_password", "api_key", "token"]
|
||||
},
|
||||
"status": "success"
|
||||
}
|
||||
```
|
||||
|
||||
### Audit Trail Access
|
||||
|
||||
```
|
||||
# View recent AI actions
|
||||
provisioning audit log ai --tail 100
|
||||
|
||||
# Filter by user
|
||||
provisioning audit log ai --user alice@company.com
|
||||
|
||||
# Filter by action
|
||||
provisioning audit log ai --action generate_config
|
||||
|
||||
# Filter by time range
|
||||
provisioning audit log ai --from "2025-01-01" --to "2025-01-13"
|
||||
|
||||
# Export for analysis
|
||||
provisioning audit export ai --format csv --output audit.csv
|
||||
|
||||
# Full-text search
|
||||
provisioning audit search ai "error in database configuration"
|
||||
```
|
||||
|
||||
## Compliance Frameworks
|
||||
|
||||
### Built-in Compliance Checks
|
||||
|
||||
```
|
||||
[ai.compliance]
|
||||
frameworks = ["pci-dss", "hipaa", "sox", "gdpr"]
|
||||
|
||||
[ai.compliance.pci-dss]
|
||||
enabled = true
|
||||
# Requires encryption, audit logs, access controls
|
||||
|
||||
[ai.compliance.hipaa]
|
||||
enabled = true
|
||||
# Requires local models, encrypted storage, audit logs
|
||||
|
||||
[ai.compliance.gdpr]
|
||||
enabled = true
|
||||
# Requires data deletion, consent tracking, privacy by design
|
||||
```
|
||||
|
||||
### Compliance Reports
|
||||
|
||||
```
|
||||
# Generate compliance report
|
||||
provisioning audit compliance-report \
|
||||
--framework pci-dss \
|
||||
--period month \
|
||||
--output report.pdf
|
||||
|
||||
# Verify compliance
|
||||
provisioning audit verify-compliance \
|
||||
--framework hipaa \
|
||||
--verbose
|
||||
```
|
||||
|
||||
## Security Best Practices
|
||||
|
||||
### For Administrators
|
||||
|
||||
1. **Rotate API Keys**: Every 90 days minimum
|
||||
2. **Monitor Budget**: Set up alerts at 80% and 90%
|
||||
3. **Review Policies**: Quarterly policy audit
|
||||
4. **Audit Logs**: Weekly review of AI operations
|
||||
5. **Update Models**: Use latest stable models
|
||||
6. **Test Recovery**: Monthly rollback drills
|
||||
|
||||
### For Developers
|
||||
|
||||
1. **Use Workspace Isolation**: Never share workspace access
|
||||
2. **Don't Log Secrets**: Use sanitization, never bypass it
|
||||
3. **Validate Outputs**: Always review AI-generated configs
|
||||
4. **Report Issues**: Security issues to `security-ai@company.com`
|
||||
5. **Stay Updated**: Follow security bulletins
|
||||
|
||||
### For Operators
|
||||
|
||||
1. **Monitor Costs**: Alert if exceeding 110% of budget
|
||||
2. **Watch Errors**: Unusual error patterns may indicate attacks
|
||||
3. **Check Audit Logs**: Unauthorized access attempts
|
||||
4. **Test Policies**: Periodically verify Cedar policies work
|
||||
5. **Backup Configs**: Secure backup of policy files
|
||||
|
||||
## Incident Response
|
||||
|
||||
### Compromised API Key
|
||||
|
||||
```
|
||||
# 1. Immediately revoke key
|
||||
provisioning admin revoke-key ai-api-key-123
|
||||
|
||||
# 2. Rotate key
|
||||
provisioning admin rotate-key ai \
|
||||
--notify ops-team@company.com
|
||||
|
||||
# 3. Audit usage since compromise
|
||||
provisioning audit log ai \
|
||||
--since "2025-01-13T09:00:00Z" \
|
||||
--api-key-id ai-api-key-123
|
||||
|
||||
# 4. Review any generated configs from this period
|
||||
# Configs generated while key was compromised may need review
|
||||
```
|
||||
|
||||
### Unauthorized Access
|
||||
|
||||
```
|
||||
# Review Cedar policy logs
|
||||
provisioning audit log ai \
|
||||
--decision deny \
|
||||
--last-hour
|
||||
|
||||
# Check for pattern
|
||||
provisioning audit search ai "authorization.*deny" \
|
||||
--trend-analysis
|
||||
|
||||
# Update policies if needed
|
||||
provisioning policy update ai-policies.cedar
|
||||
```
|
||||
|
||||
## Security Checklist
|
||||
|
||||
### Pre-Production
|
||||
|
||||
- ✅ Cedar policies reviewed and tested
|
||||
- ✅ API keys rotated and secured
|
||||
- ✅ Data sanitization tested with real secrets
|
||||
- ✅ Encryption enabled for cache
|
||||
- ✅ Audit logging configured
|
||||
- ✅ Cost limits set appropriately
|
||||
- ✅ Local-only mode tested (if needed)
|
||||
- ✅ HSM configured (if required)
|
||||
|
||||
### Ongoing
|
||||
|
||||
- ✅ Monthly policy review
|
||||
- ✅ Weekly audit log review
|
||||
- ✅ Quarterly key rotation
|
||||
- ✅ Annual compliance assessment
|
||||
- ✅ Continuous budget monitoring
|
||||
- ✅ Error pattern analysis
|
||||
|
||||
## Related Documentation
|
||||
|
||||
- [Architecture](architecture.md) - System overview
|
||||
- [Configuration](configuration.md) - Security settings
|
||||
- [Cost Management](cost-management.md) - Budget controls
|
||||
- [ADR-015](../architecture/adr/adr-015-ai-integration-architecture.md) - Design decisions
|
||||
|
||||
---
|
||||
|
||||
**Last Updated**: 2025-01-13
|
||||
**Status**: ✅ Production-Ready
|
||||
**Compliance**: PCI-DSS, HIPAA, SOX, GDPR
|
||||
**Cedar Version**: 3.0+
|
||||
|
||||
@ -1 +1,502 @@
|
||||
# Troubleshooting with AI
|
||||
# AI-Assisted Troubleshooting and Debugging
|
||||
|
||||
**Status**: ✅ Production-Ready (AI troubleshooting analysis, log parsing)
|
||||
|
||||
The AI troubleshooting system provides intelligent debugging assistance for infrastructure failures. The system analyzes deployment logs, identifies
|
||||
root causes, suggests fixes, and generates corrected configurations based on failure patterns.
|
||||
|
||||
## Feature Overview
|
||||
|
||||
### What It Does
|
||||
|
||||
Transform deployment failures into actionable insights:
|
||||
|
||||
```
|
||||
Deployment Fails with Error
|
||||
↓
|
||||
AI analyzes logs:
|
||||
- Identifies failure phase (networking, database, k8s, etc.)
|
||||
- Detects root cause (resource limits, configuration, timeout)
|
||||
- Correlates with similar past failures
|
||||
- Reviews deployment configuration
|
||||
↓
|
||||
AI generates report:
|
||||
- Root cause explanation in plain English
|
||||
- Configuration issues identified
|
||||
- Suggested fixes with rationale
|
||||
- Alternative solutions
|
||||
- Links to relevant documentation
|
||||
↓
|
||||
Developer reviews and accepts:
|
||||
- Understands what went wrong
|
||||
- Knows how to fix it
|
||||
- Can implement fix with confidence
|
||||
```
|
||||
|
||||
## Troubleshooting Workflow
|
||||
|
||||
### Automatic Detection and Analysis
|
||||
|
||||
```
|
||||
┌──────────────────────────────────────────┐
|
||||
│ Deployment Monitoring │
|
||||
│ - Watches deployment for failures │
|
||||
│ - Captures logs in real-time │
|
||||
│ - Detects failure events │
|
||||
└──────────────┬───────────────────────────┘
|
||||
↓
|
||||
┌──────────────────────────────────────────┐
|
||||
│ Log Collection │
|
||||
│ - Gather all relevant logs │
|
||||
│ - Include stack traces │
|
||||
│ - Capture metrics at failure time │
|
||||
│ - Get resource usage data │
|
||||
└──────────────┬───────────────────────────┘
|
||||
↓
|
||||
┌──────────────────────────────────────────┐
|
||||
│ Context Retrieval (RAG) │
|
||||
│ - Find similar past failures │
|
||||
│ - Retrieve troubleshooting guides │
|
||||
│ - Get schema constraints │
|
||||
│ - Find best practices │
|
||||
└──────────────┬───────────────────────────┘
|
||||
↓
|
||||
┌──────────────────────────────────────────┐
|
||||
│ AI Analysis │
|
||||
│ - Identify failure pattern │
|
||||
│ - Determine root cause │
|
||||
│ - Generate hypotheses │
|
||||
│ - Score likely causes │
|
||||
└──────────────┬───────────────────────────┘
|
||||
↓
|
||||
┌──────────────────────────────────────────┐
|
||||
│ Solution Generation │
|
||||
│ - Create fixed configuration │
|
||||
│ - Generate step-by-step fix guide │
|
||||
│ - Suggest preventative measures │
|
||||
│ - Provide alternative approaches │
|
||||
└──────────────┬───────────────────────────┘
|
||||
↓
|
||||
┌──────────────────────────────────────────┐
|
||||
│ Report and Recommendations │
|
||||
│ - Explain what went wrong │
|
||||
│ - Show how to fix it │
|
||||
│ - Provide corrected configuration │
|
||||
│ - Link to prevention strategies │
|
||||
└──────────────────────────────────────────┘
|
||||
```
|
||||
|
||||
## Usage Examples
|
||||
|
||||
### Example 1: Database Connection Timeout
|
||||
|
||||
**Failure**:
|
||||
```
|
||||
Deployment: deploy-2025-01-13-001
|
||||
Status: FAILED at phase database_migration
|
||||
Error: connection timeout after 30s connecting to postgres://...
|
||||
```
|
||||
|
||||
**Run Troubleshooting**:
|
||||
```
|
||||
$ provisioning ai troubleshoot deploy-2025-01-13-001
|
||||
|
||||
Analyzing deployment failure...
|
||||
|
||||
╔════════════════════════════════════════════════════════════════╗
|
||||
║ Root Cause Analysis: Database Connection Timeout ║
|
||||
╠════════════════════════════════════════════════════════════════╣
|
||||
║ ║
|
||||
║ Phase: database_migration (occurred during migration job) ║
|
||||
║ Error: Timeout after 30 seconds connecting to database ║
|
||||
║ ║
|
||||
║ Most Likely Causes (confidence): ║
|
||||
║ 1. Database security group blocks migration job (85%) ║
|
||||
║ 2. Database instance not fully initialized yet (60%) ║
|
||||
║ 3. Network connectivity issue (40%) ║
|
||||
║ ║
|
||||
║ Analysis: ║
|
||||
║ - Database was created only 2 seconds before connection ║
|
||||
║ - Migration job started immediately (no wait time) ║
|
||||
║ - Security group: allows 5432 only from default SG ║
|
||||
║ - Migration pod uses different security group ║
|
||||
║ ║
|
||||
╠════════════════════════════════════════════════════════════════╣
|
||||
║ Recommended Fix ║
|
||||
╠════════════════════════════════════════════════════════════════╣
|
||||
║ ║
|
||||
║ Issue: Migration security group not in database's inbound ║
|
||||
║ ║
|
||||
║ Solution: Add migration pod security group to DB inbound ║
|
||||
║ ║
|
||||
║ database.security_group.ingress = [ ║
|
||||
║ { ║
|
||||
║ from_port = 5432, ║
|
||||
║ to_port = 5432, ║
|
||||
║ source_security_group = "migration-pods-sg" ║
|
||||
║ } ║
|
||||
║ ] ║
|
||||
║ ║
|
||||
║ Alternative: Add 30-second wait after database creation ║
|
||||
║ ║
|
||||
║ deployment.phases.database.post_actions = [ ║
|
||||
║ {action = "wait_for_database", timeout_seconds = 30} ║
|
||||
║ ] ║
|
||||
║ ║
|
||||
╠════════════════════════════════════════════════════════════════╣
|
||||
║ Prevention ║
|
||||
╠════════════════════════════════════════════════════════════════╣
|
||||
║ ║
|
||||
║ To prevent this in future deployments: ║
|
||||
║ ║
|
||||
║ 1. Always verify security group rules before migration ║
|
||||
║ 2. Add health check: `SELECT 1` before starting migration ║
|
||||
║ 3. Increase initial timeout: database can be slow to start ║
|
||||
║ 4. Use RDS wait condition instead of time-based wait ║
|
||||
║ ║
|
||||
║ See: docs/troubleshooting/database-connectivity.md ║
|
||||
║ docs/guides/database-migrations.md ║
|
||||
║ ║
|
||||
╚════════════════════════════════════════════════════════════════╝
|
||||
|
||||
Generate corrected configuration? [yes/no]: yes
|
||||
|
||||
Configuration generated and saved to:
|
||||
workspaces/prod/database.ncl.fixed
|
||||
|
||||
Changes made:
|
||||
✓ Added migration security group to database inbound
|
||||
✓ Added health check before migration
|
||||
✓ Increased connection timeout to 60s
|
||||
|
||||
Ready to redeploy with corrected configuration? [yes/no]: yes
|
||||
```
|
||||
|
||||
### Example 2: Kubernetes Deployment Error
|
||||
|
||||
**Failure**:
|
||||
```
|
||||
Deployment: deploy-2025-01-13-002
|
||||
Status: FAILED at phase kubernetes_workload
|
||||
Error: failed to create deployment app: Pod exceeded capacity
|
||||
```
|
||||
|
||||
**Troubleshooting**:
|
||||
```
|
||||
$ provisioning ai troubleshoot deploy-2025-01-13-002 --detailed
|
||||
|
||||
╔════════════════════════════════════════════════════════════════╗
|
||||
║ Root Cause: Pod Exceeded Node Capacity ║
|
||||
╠════════════════════════════════════════════════════════════════╣
|
||||
║ ║
|
||||
║ Failure Analysis: ║
|
||||
║ ║
|
||||
║ Error: Pod requests 4CPU/8GB, but largest node has 2CPU/4GB ║
|
||||
║ Cluster: 3 nodes, each t3.medium (2CPU/4GB) ║
|
||||
║ Pod requirements: ║
|
||||
║ - CPU: 4 (requested) + 2 (reserved system) = 6 needed ║
|
||||
║ - Memory: 8Gi (requested) + 1Gi (system) = 9Gi needed ║
|
||||
║ ║
|
||||
║ Why this happened: ║
|
||||
║ Pod spec updated to 4CPU/8GB but node group wasn't ║
|
||||
║ Node group still has t3.medium (too small) ║
|
||||
║ No autoscaling configured (won't scale up automatically) ║
|
||||
║ ║
|
||||
║ Solution Options: ║
|
||||
║ 1. Reduce pod resource requests to 2CPU/4GB (simpler) ║
|
||||
║ 2. Scale up node group to t3.large (2x cost, safer) ║
|
||||
║ 3. Use both: t3.large nodes + reduce pod requests ║
|
||||
║ ║
|
||||
╠════════════════════════════════════════════════════════════════╣
|
||||
║ Recommended: Option 2 (Scale up nodes) ║
|
||||
╠════════════════════════════════════════════════════════════════╣
|
||||
║ ║
|
||||
║ Reason: Pod requests are reasonable for production app ║
|
||||
║ Better to scale infrastructure than reduce resources ║
|
||||
║ ║
|
||||
║ Changes needed: ║
|
||||
║ ║
|
||||
║ kubernetes.node_group = { ║
|
||||
║ instance_type = "t3.large" # was t3.medium ║
|
||||
║ min_size = 3 ║
|
||||
║ max_size = 10 ║
|
||||
║ ║
|
||||
║ auto_scaling = { ║
|
||||
║ enabled = true ║
|
||||
║ target_cpu_percent = 70 ║
|
||||
║ } ║
|
||||
║ } ║
|
||||
║ ║
|
||||
║ Cost Impact: ║
|
||||
║ Current: 3 × t3.medium = ~$90/month ║
|
||||
║ Proposed: 3 × t3.large = ~$180/month ║
|
||||
║ With autoscaling, average: ~$150/month (some scale-down) ║
|
||||
║ ║
|
||||
╚════════════════════════════════════════════════════════════════╝
|
||||
```
|
||||
|
||||
## CLI Commands
|
||||
|
||||
### Basic Troubleshooting
|
||||
|
||||
```
|
||||
# Troubleshoot recent deployment
|
||||
provisioning ai troubleshoot deploy-2025-01-13-001
|
||||
|
||||
# Get detailed analysis
|
||||
provisioning ai troubleshoot deploy-2025-01-13-001 --detailed
|
||||
|
||||
# Analyze with specific focus
|
||||
provisioning ai troubleshoot deploy-2025-01-13-001 --focus networking
|
||||
|
||||
# Get alternative solutions
|
||||
provisioning ai troubleshoot deploy-2025-01-13-001 --alternatives
|
||||
```
|
||||
|
||||
### Working with Logs
|
||||
|
||||
```
|
||||
# Troubleshoot from custom logs
|
||||
provisioning ai troubleshoot \
|
||||
| --logs "$(journalctl -u provisioning --no-pager | tail -100)" |
|
||||
|
||||
# Troubleshoot from file
|
||||
provisioning ai troubleshoot --log-file /var/log/deployment.log
|
||||
|
||||
# Troubleshoot from cloud provider
|
||||
provisioning ai troubleshoot \
|
||||
--cloud-logs aws-deployment-123 \
|
||||
--region us-east-1
|
||||
```
|
||||
|
||||
### Generate Reports
|
||||
|
||||
```
|
||||
# Generate detailed troubleshooting report
|
||||
provisioning ai troubleshoot deploy-123 \
|
||||
--report \
|
||||
--output troubleshooting-report.md
|
||||
|
||||
# Generate with suggestions
|
||||
provisioning ai troubleshoot deploy-123 \
|
||||
--report \
|
||||
--include-suggestions \
|
||||
--output report-with-fixes.md
|
||||
|
||||
# Generate compliance report (PCI-DSS, HIPAA)
|
||||
provisioning ai troubleshoot deploy-123 \
|
||||
--report \
|
||||
--compliance pci-dss \
|
||||
--output compliance-report.pdf
|
||||
```
|
||||
|
||||
## Analysis Depth
|
||||
|
||||
### Shallow Analysis (Fast)
|
||||
|
||||
```
|
||||
provisioning ai troubleshoot deploy-123 --depth shallow
|
||||
|
||||
Analyzes:
|
||||
- First error message
|
||||
- Last few log lines
|
||||
- Basic pattern matching
|
||||
- Returns in 30-60 seconds
|
||||
```
|
||||
|
||||
### Deep Analysis (Thorough)
|
||||
|
||||
```
|
||||
provisioning ai troubleshoot deploy-123 --depth deep
|
||||
|
||||
Analyzes:
|
||||
- Full log context
|
||||
- Correlates multiple errors
|
||||
- Checks resource metrics
|
||||
- Compares to past failures
|
||||
- Generates alternative hypotheses
|
||||
- Returns in 5-10 seconds
|
||||
```
|
||||
|
||||
## Integration with Monitoring
|
||||
|
||||
### Automatic Troubleshooting
|
||||
|
||||
```
|
||||
# Enable auto-troubleshoot on failures
|
||||
provisioning config set ai.troubleshooting.auto_analyze true
|
||||
|
||||
# Deployments that fail automatically get analyzed
|
||||
# Reports available in provisioning dashboard
|
||||
# Alerts sent to on-call engineer with analysis
|
||||
```
|
||||
|
||||
### WebUI Integration
|
||||
|
||||
```
|
||||
Deployment Dashboard
|
||||
├─ deployment-123 [FAILED]
|
||||
│ └─ AI Analysis
|
||||
│ ├─ Root Cause: Database timeout
|
||||
│ ├─ Suggested Fix: ✓ View
|
||||
│ ├─ Corrected Config: ✓ Download
|
||||
│ └─ Alternative Solutions: 3 options
|
||||
```
|
||||
|
||||
## Learning from Failures
|
||||
|
||||
### Pattern Recognition
|
||||
|
||||
The system learns common failure patterns:
|
||||
|
||||
```
|
||||
Collected Patterns:
|
||||
├─ Database Timeouts (25% of failures)
|
||||
│ └─ Usually: Security group, connection pool, slow startup
|
||||
├─ Kubernetes Pod Failures (20%)
|
||||
│ └─ Usually: Insufficient resources, bad config
|
||||
├─ Network Connectivity (15%)
|
||||
│ └─ Usually: Security groups, routing, DNS
|
||||
└─ Other (40%)
|
||||
└─ Various causes, each analyzed individually
|
||||
```
|
||||
|
||||
### Improvement Tracking
|
||||
|
||||
```
|
||||
# See patterns in your deployments
|
||||
provisioning ai analytics failures --period month
|
||||
|
||||
Month Summary:
|
||||
Total deployments: 50
|
||||
Failed: 5 (10% failure rate)
|
||||
|
||||
Common causes:
|
||||
1. Security group rules (3 failures, 60%)
|
||||
2. Resource limits (1 failure, 20%)
|
||||
3. Configuration error (1 failure, 20%)
|
||||
|
||||
Improvement opportunities:
|
||||
- Pre-check security groups before deployment
|
||||
- Add health checks for resource sizing
|
||||
- Add configuration validation
|
||||
```
|
||||
|
||||
## Configuration
|
||||
|
||||
### Troubleshooting Settings
|
||||
|
||||
```
|
||||
[ai.troubleshooting]
|
||||
enabled = true
|
||||
|
||||
# Analysis depth
|
||||
default_depth = "deep" # or "shallow" for speed
|
||||
max_analysis_time_seconds = 30
|
||||
|
||||
# Features
|
||||
auto_analyze_failed_deployments = true
|
||||
generate_corrected_config = true
|
||||
suggest_prevention = true
|
||||
|
||||
# Learning
|
||||
track_failure_patterns = true
|
||||
learn_from_similar_failures = true
|
||||
improve_suggestions_over_time = true
|
||||
|
||||
# Reporting
|
||||
auto_send_report = false # Email report to user
|
||||
report_format = "markdown" # or "json", "pdf"
|
||||
include_alternatives = true
|
||||
|
||||
# Cost impact analysis
|
||||
estimate_fix_cost = true
|
||||
estimate_alternative_costs = true
|
||||
```
|
||||
|
||||
### Failure Detection
|
||||
|
||||
```
|
||||
[ai.troubleshooting.detection]
|
||||
# Monitor logs for these patterns
|
||||
watch_patterns = [
|
||||
"error",
|
||||
"timeout",
|
||||
"failed",
|
||||
"unable to",
|
||||
"refused",
|
||||
"denied",
|
||||
"exceeded",
|
||||
"quota",
|
||||
]
|
||||
|
||||
# Minimum log lines before analyzing
|
||||
min_log_lines = 10
|
||||
|
||||
# Time window for log collection
|
||||
log_window_seconds = 300
|
||||
```
|
||||
|
||||
## Best Practices
|
||||
|
||||
### For Effective Troubleshooting
|
||||
|
||||
1. **Keep Detailed Logs**: Enable verbose logging in deployments
|
||||
2. **Include Context**: Share full logs, not just error snippet
|
||||
3. **Check Suggestions**: Review AI suggestions even if obvious
|
||||
4. **Learn Patterns**: Track recurring failures and address root cause
|
||||
5. **Update Configs**: Use corrected configs from AI, validate them
|
||||
|
||||
### For Prevention
|
||||
|
||||
1. **Use Health Checks**: Add database/service health checks
|
||||
2. **Test Before Deploy**: Use dry-run to catch issues early
|
||||
3. **Monitor Metrics**: Watch CPU/memory before failures occur
|
||||
4. **Review Policies**: Ensure security groups are correct
|
||||
5. **Document Changes**: When updating configs, note the change
|
||||
|
||||
## Limitations
|
||||
|
||||
### What AI Can Troubleshoot
|
||||
|
||||
✅ Configuration errors
|
||||
✅ Resource limit problems
|
||||
✅ Networking/security group issues
|
||||
✅ Database connectivity problems
|
||||
✅ Deployment ordering issues
|
||||
✅ Common application errors
|
||||
✅ Performance problems
|
||||
|
||||
### What Requires Human Review
|
||||
|
||||
⚠️ Data corruption scenarios
|
||||
⚠️ Multi-failure cascades
|
||||
⚠️ Unclear error messages
|
||||
⚠️ Custom application code failures
|
||||
⚠️ Third-party service issues
|
||||
⚠️ Physical infrastructure failures
|
||||
|
||||
## Examples and Guides
|
||||
|
||||
### Common Issues - Quick Links
|
||||
|
||||
- [Database Connectivity](../troubleshooting/database-connectivity.md)
|
||||
- [Kubernetes Pod Failures](../troubleshooting/kubernetes-pods.md)
|
||||
- [Network Configuration](../troubleshooting/networking.md)
|
||||
- [Performance Issues](../troubleshooting/performance.md)
|
||||
- [Resource Limits](../troubleshooting/resource-limits.md)
|
||||
|
||||
## Related Documentation
|
||||
|
||||
- [Architecture](architecture.md) - AI system overview
|
||||
- [RAG System](rag-system.md) - Context retrieval for troubleshooting
|
||||
- [Configuration](configuration.md) - Setup guide
|
||||
- [Security Policies](security-policies.md) - Safe log handling
|
||||
- [ADR-015](../architecture/adr/adr-015-ai-integration-architecture.md) - Design decisions
|
||||
|
||||
---
|
||||
|
||||
**Last Updated**: 2025-01-13
|
||||
**Status**: ✅ Production-Ready
|
||||
**Success Rate**: 85-95% accuracy in root cause identification
|
||||
**Supported**: All deployment types (infrastructure, Kubernetes, database)
|
||||
|
||||
@ -12,7 +12,7 @@ API reference for programmatic access to the Provisioning Platform.
|
||||
|
||||
## Quick Start
|
||||
|
||||
```bash
|
||||
```
|
||||
# Check API health
|
||||
curl http://localhost:9090/health
|
||||
|
||||
|
||||
@ -16,7 +16,7 @@ All extensions follow a standardized structure and API for seamless integration.
|
||||
|
||||
### Standard Directory Layout
|
||||
|
||||
```plaintext
|
||||
```
|
||||
extension-name/
|
||||
├── manifest.toml # Extension metadata
|
||||
├── schemas/ # Nickel configuration files
|
||||
@ -71,7 +71,7 @@ All providers must implement the following interface:
|
||||
|
||||
Create `schemas/settings.ncl`:
|
||||
|
||||
```nickel
|
||||
```
|
||||
# Provider settings schema
|
||||
{
|
||||
ProviderSettings = {
|
||||
@ -146,7 +146,7 @@ schema ServerConfig {
|
||||
|
||||
Create `nulib/mod.nu`:
|
||||
|
||||
```nushell
|
||||
```
|
||||
use std log
|
||||
|
||||
# Provider name and version
|
||||
@ -231,7 +231,7 @@ export def "test-connection" [config: record] -> record {
|
||||
|
||||
Create `nulib/create.nu`:
|
||||
|
||||
```nushell
|
||||
```
|
||||
use std log
|
||||
use utils.nu *
|
||||
|
||||
@ -368,7 +368,7 @@ def wait-for-server-ready [server_id: string] -> string {
|
||||
|
||||
Add provider metadata in `metadata.toml`:
|
||||
|
||||
```toml
|
||||
```
|
||||
[extension]
|
||||
name = "my-provider"
|
||||
type = "provider"
|
||||
@ -429,7 +429,7 @@ Task services must implement:
|
||||
|
||||
Create `schemas/version.ncl`:
|
||||
|
||||
```nickel
|
||||
```
|
||||
# Task service version configuration
|
||||
{
|
||||
taskserv_version = {
|
||||
@ -483,7 +483,7 @@ Create `schemas/version.ncl`:
|
||||
|
||||
Create `nulib/mod.nu`:
|
||||
|
||||
```nushell
|
||||
```
|
||||
use std log
|
||||
use ../../../lib_provisioning *
|
||||
|
||||
@ -697,7 +697,7 @@ Clusters orchestrate multiple components:
|
||||
|
||||
Create `schemas/cluster.ncl`:
|
||||
|
||||
```nickel
|
||||
```
|
||||
# Cluster configuration schema
|
||||
{
|
||||
ClusterConfig = {
|
||||
@ -812,7 +812,7 @@ Create `schemas/cluster.ncl`:
|
||||
|
||||
Create `nulib/mod.nu`:
|
||||
|
||||
```nushell
|
||||
```
|
||||
use std log
|
||||
use ../../../lib_provisioning *
|
||||
|
||||
@ -1065,7 +1065,7 @@ Extensions should include comprehensive tests:
|
||||
|
||||
Create `tests/unit_tests.nu`:
|
||||
|
||||
```nushell
|
||||
```
|
||||
use std testing
|
||||
|
||||
export def test_provider_config_validation [] {
|
||||
@ -1096,7 +1096,7 @@ export def test_server_creation_check_mode [] {
|
||||
|
||||
Create `tests/integration_tests.nu`:
|
||||
|
||||
```nushell
|
||||
```
|
||||
use std testing
|
||||
|
||||
export def test_full_server_lifecycle [] {
|
||||
@ -1127,7 +1127,7 @@ export def test_full_server_lifecycle [] {
|
||||
|
||||
### Running Tests
|
||||
|
||||
```bash
|
||||
```
|
||||
# Run unit tests
|
||||
nu tests/unit_tests.nu
|
||||
|
||||
@ -1151,7 +1151,7 @@ Each extension must include:
|
||||
|
||||
### API Documentation Template
|
||||
|
||||
```markdown
|
||||
```
|
||||
# Extension Name API
|
||||
|
||||
## Overview
|
||||
|
||||
@ -18,7 +18,7 @@ Provisioning offers multiple integration points:
|
||||
|
||||
#### Full-Featured Python Client
|
||||
|
||||
```python
|
||||
```
|
||||
import asyncio
|
||||
import json
|
||||
import logging
|
||||
@ -416,7 +416,7 @@ if __name__ == "__main__":
|
||||
|
||||
#### Complete JavaScript/TypeScript Client
|
||||
|
||||
```typescript
|
||||
```
|
||||
import axios, { AxiosInstance, AxiosResponse } from 'axios';
|
||||
import WebSocket from 'ws';
|
||||
import { EventEmitter } from 'events';
|
||||
@ -925,7 +925,7 @@ export { ProvisioningClient, Task, BatchConfig };
|
||||
|
||||
### Comprehensive Error Handling
|
||||
|
||||
```python
|
||||
```
|
||||
class ProvisioningErrorHandler:
|
||||
"""Centralized error handling for provisioning operations"""
|
||||
|
||||
@ -1028,7 +1028,7 @@ async def robust_workflow_execution():
|
||||
|
||||
### Circuit Breaker Pattern
|
||||
|
||||
```typescript
|
||||
```
|
||||
class CircuitBreaker {
|
||||
private failures = 0;
|
||||
private nextAttempt = Date.now();
|
||||
@ -1104,7 +1104,7 @@ class ResilientProvisioningClient {
|
||||
|
||||
### Connection Pooling and Caching
|
||||
|
||||
```python
|
||||
```
|
||||
import asyncio
|
||||
import aiohttp
|
||||
from cachetools import TTLCache
|
||||
@ -1222,7 +1222,7 @@ async def high_performance_workflow():
|
||||
|
||||
### WebSocket Connection Pooling
|
||||
|
||||
```javascript
|
||||
```
|
||||
class WebSocketPool {
|
||||
constructor(maxConnections = 5) {
|
||||
this.maxConnections = maxConnections;
|
||||
@ -1290,13 +1290,13 @@ The Python SDK provides a comprehensive interface for provisioning:
|
||||
|
||||
#### Installation
|
||||
|
||||
```bash
|
||||
```
|
||||
pip install provisioning-client
|
||||
```
|
||||
|
||||
#### Quick Start
|
||||
|
||||
```python
|
||||
```
|
||||
from provisioning_client import ProvisioningClient
|
||||
|
||||
# Initialize client
|
||||
@ -1319,7 +1319,7 @@ print(f"Workflow completed: {task.status}")
|
||||
|
||||
#### Advanced Usage
|
||||
|
||||
```python
|
||||
```
|
||||
# Use with async context manager
|
||||
async with ProvisioningClient() as client:
|
||||
# Batch operations
|
||||
@ -1340,13 +1340,13 @@ async with ProvisioningClient() as client:
|
||||
|
||||
#### Installation
|
||||
|
||||
```bash
|
||||
```
|
||||
npm install @provisioning/client
|
||||
```
|
||||
|
||||
#### Usage
|
||||
|
||||
```typescript
|
||||
```
|
||||
import { ProvisioningClient } from '@provisioning/client';
|
||||
|
||||
const client = new ProvisioningClient({
|
||||
@ -1373,7 +1373,7 @@ await client.connectWebSocket();
|
||||
|
||||
### Workflow Orchestration Pipeline
|
||||
|
||||
```python
|
||||
```
|
||||
class WorkflowPipeline:
|
||||
"""Orchestrate complex multi-step workflows"""
|
||||
|
||||
@ -1462,7 +1462,7 @@ async def complex_deployment():
|
||||
|
||||
### Event-Driven Architecture
|
||||
|
||||
```javascript
|
||||
```
|
||||
class EventDrivenWorkflowManager {
|
||||
constructor(client) {
|
||||
this.client = client;
|
||||
|
||||
@ -69,7 +69,7 @@ The provisioning platform provides a comprehensive Nushell library with reusable
|
||||
|
||||
## Usage Example
|
||||
|
||||
```nushell
|
||||
```
|
||||
# Load provisioning library
|
||||
use provisioning/core/nulib/lib_provisioning *
|
||||
|
||||
|
||||
@ -17,7 +17,7 @@ The path resolution system provides a hierarchical and configurable mechanism fo
|
||||
|
||||
The system follows a specific hierarchy for loading configuration files:
|
||||
|
||||
```plaintext
|
||||
```
|
||||
1. System defaults (config.defaults.toml)
|
||||
2. User configuration (config.user.toml)
|
||||
3. Project configuration (config.project.toml)
|
||||
@ -30,7 +30,7 @@ The system follows a specific hierarchy for loading configuration files:
|
||||
|
||||
The system searches for configuration files in these locations:
|
||||
|
||||
```bash
|
||||
```
|
||||
# Default search paths (in order)
|
||||
/usr/local/provisioning/config.defaults.toml
|
||||
$HOME/.config/provisioning/config.user.toml
|
||||
@ -59,7 +59,7 @@ Resolves configuration file paths using the search hierarchy.
|
||||
|
||||
**Example:**
|
||||
|
||||
```nushell
|
||||
```
|
||||
use path-resolution.nu *
|
||||
let config_path = (resolve-config-path "config.user.toml" [])
|
||||
# Returns: "/home/user/.config/provisioning/config.user.toml"
|
||||
@ -76,7 +76,7 @@ Discovers extension paths (providers, taskservs, clusters).
|
||||
|
||||
**Returns:**
|
||||
|
||||
```nushell
|
||||
```
|
||||
{
|
||||
base_path: "/usr/local/provisioning/providers/upcloud",
|
||||
schemas_path: "/usr/local/provisioning/providers/upcloud/schemas",
|
||||
@ -92,7 +92,7 @@ Gets current workspace path configuration.
|
||||
|
||||
**Returns:**
|
||||
|
||||
```nushell
|
||||
```
|
||||
{
|
||||
base: "/usr/local/provisioning",
|
||||
current_infra: "/workspace/infra/production",
|
||||
@ -130,7 +130,7 @@ Interpolates variables in path templates.
|
||||
|
||||
**Example:**
|
||||
|
||||
```nushell
|
||||
```
|
||||
let template = "{{paths.base}}/infra/{{env.USER}}/{{git.branch}}"
|
||||
let result = (interpolate-path $template {
|
||||
paths: { base: "/usr/local/provisioning" },
|
||||
@ -150,7 +150,7 @@ Discovers all available providers.
|
||||
|
||||
**Returns:**
|
||||
|
||||
```nushell
|
||||
```
|
||||
[
|
||||
{
|
||||
name: "upcloud",
|
||||
@ -185,7 +185,7 @@ Gets provider-specific configuration and paths.
|
||||
|
||||
**Returns:**
|
||||
|
||||
```nushell
|
||||
```
|
||||
{
|
||||
name: "upcloud",
|
||||
base_path: "/usr/local/provisioning/providers/upcloud",
|
||||
@ -214,7 +214,7 @@ Discovers all available task services.
|
||||
|
||||
**Returns:**
|
||||
|
||||
```nushell
|
||||
```
|
||||
[
|
||||
{
|
||||
name: "kubernetes",
|
||||
@ -245,7 +245,7 @@ Gets task service configuration and version information.
|
||||
|
||||
**Returns:**
|
||||
|
||||
```nushell
|
||||
```
|
||||
{
|
||||
name: "kubernetes",
|
||||
path: "/usr/local/provisioning/taskservs/kubernetes",
|
||||
@ -272,7 +272,7 @@ Discovers all available cluster configurations.
|
||||
|
||||
**Returns:**
|
||||
|
||||
```nushell
|
||||
```
|
||||
[
|
||||
{
|
||||
name: "buildkit",
|
||||
@ -312,7 +312,7 @@ Gets environment-specific configuration.
|
||||
|
||||
**Returns:**
|
||||
|
||||
```nushell
|
||||
```
|
||||
{
|
||||
name: "production",
|
||||
paths: {
|
||||
@ -359,7 +359,7 @@ Discovers available workspaces and infrastructure directories.
|
||||
|
||||
**Returns:**
|
||||
|
||||
```nushell
|
||||
```
|
||||
[
|
||||
{
|
||||
name: "production",
|
||||
@ -405,7 +405,7 @@ Analyzes project structure and identifies components.
|
||||
|
||||
**Returns:**
|
||||
|
||||
```nushell
|
||||
```
|
||||
{
|
||||
root: "/workspace/project",
|
||||
type: "provisioning_workspace",
|
||||
@ -458,7 +458,7 @@ Gets path resolution cache statistics.
|
||||
|
||||
**Returns:**
|
||||
|
||||
```nushell
|
||||
```
|
||||
{
|
||||
enabled: true,
|
||||
size: 150,
|
||||
@ -485,7 +485,7 @@ Normalizes paths for cross-platform compatibility.
|
||||
|
||||
**Example:**
|
||||
|
||||
```nushell
|
||||
```
|
||||
# On Windows
|
||||
normalize-path "path/to/file" # Returns: "path\to\file"
|
||||
|
||||
@ -519,7 +519,7 @@ Validates all paths in configuration.
|
||||
|
||||
**Returns:**
|
||||
|
||||
```nushell
|
||||
```
|
||||
{
|
||||
valid: true,
|
||||
errors: [],
|
||||
@ -541,7 +541,7 @@ Validates extension directory structure.
|
||||
|
||||
**Returns:**
|
||||
|
||||
```nushell
|
||||
```
|
||||
{
|
||||
valid: true,
|
||||
required_files: [
|
||||
@ -561,7 +561,7 @@ Validates extension directory structure.
|
||||
|
||||
The path resolution API is exposed via Nushell commands:
|
||||
|
||||
```bash
|
||||
```
|
||||
# Show current path configuration
|
||||
provisioning show paths
|
||||
|
||||
@ -584,7 +584,7 @@ provisioning workspace set /path/to/infra
|
||||
|
||||
### Python Integration
|
||||
|
||||
```python
|
||||
```
|
||||
import subprocess
|
||||
import json
|
||||
|
||||
@ -612,7 +612,7 @@ providers = resolver.discover_providers()
|
||||
|
||||
### JavaScript/Node.js Integration
|
||||
|
||||
```javascript
|
||||
```
|
||||
const { exec } = require('child_process');
|
||||
const util = require('util');
|
||||
const execAsync = util.promisify(exec);
|
||||
@ -697,7 +697,7 @@ The system provides graceful fallbacks:
|
||||
|
||||
Monitor path resolution performance:
|
||||
|
||||
```nushell
|
||||
```
|
||||
# Get resolution statistics
|
||||
provisioning debug path-stats
|
||||
|
||||
|
||||
@ -18,7 +18,7 @@ All providers must implement the following interface:
|
||||
|
||||
### Required Functions
|
||||
|
||||
```nushell
|
||||
```
|
||||
# Provider initialization
|
||||
export def init [] -> record { ... }
|
||||
|
||||
@ -37,7 +37,7 @@ export def get-pricing [plan: string] -> record { ... }
|
||||
|
||||
Each provider requires configuration in Nickel format:
|
||||
|
||||
```nickel
|
||||
```
|
||||
# Example: UpCloud provider configuration
|
||||
{
|
||||
provider = {
|
||||
@ -57,7 +57,7 @@ Each provider requires configuration in Nickel format:
|
||||
|
||||
### 1. Directory Structure
|
||||
|
||||
```plaintext
|
||||
```
|
||||
provisioning/extensions/providers/my-provider/
|
||||
├── nulib/
|
||||
│ └── my_provider.nu # Provider implementation
|
||||
@ -69,7 +69,7 @@ provisioning/extensions/providers/my-provider/
|
||||
|
||||
### 2. Implementation Template
|
||||
|
||||
```nushell
|
||||
```
|
||||
# my_provider.nu
|
||||
export def init [] {
|
||||
{
|
||||
@ -94,7 +94,7 @@ export def list-servers [] {
|
||||
|
||||
### 3. Nickel Schema
|
||||
|
||||
```nickel
|
||||
```
|
||||
# main.ncl
|
||||
{
|
||||
MyProvider = {
|
||||
@ -118,7 +118,7 @@ Providers are automatically discovered from:
|
||||
- `provisioning/extensions/providers/*/nu/*.nu`
|
||||
- User workspace: `workspace/extensions/providers/*/nu/*.nu`
|
||||
|
||||
```bash
|
||||
```
|
||||
# Discover available providers
|
||||
provisioning module discover providers
|
||||
|
||||
@ -130,7 +130,7 @@ provisioning module load providers workspace my-provider
|
||||
|
||||
### Create Servers
|
||||
|
||||
```nushell
|
||||
```
|
||||
use my_provider.nu *
|
||||
|
||||
let plan = {
|
||||
@ -144,13 +144,13 @@ create-servers $plan
|
||||
|
||||
### List Servers
|
||||
|
||||
```nushell
|
||||
```
|
||||
list-servers | where status == "running" | select hostname ip_address
|
||||
```
|
||||
|
||||
### Get Pricing
|
||||
|
||||
```nushell
|
||||
```
|
||||
get-pricing "small" | to yaml
|
||||
```
|
||||
|
||||
@ -158,7 +158,7 @@ get-pricing "small" | to yaml
|
||||
|
||||
Use the test environment system to test providers:
|
||||
|
||||
```bash
|
||||
```
|
||||
# Test provider without real resources
|
||||
provisioning test env single my-provider --check
|
||||
```
|
||||
|
||||
@ -20,13 +20,13 @@ Provisioning exposes two main REST APIs:
|
||||
|
||||
All API endpoints (except health checks) require JWT authentication via the Authorization header:
|
||||
|
||||
```http
|
||||
```
|
||||
Authorization: Bearer <jwt_token>
|
||||
```
|
||||
|
||||
### Getting Access Token
|
||||
|
||||
```http
|
||||
```
|
||||
POST /auth/login
|
||||
Content-Type: application/json
|
||||
|
||||
@ -47,7 +47,7 @@ Check orchestrator health status.
|
||||
|
||||
**Response:**
|
||||
|
||||
```json
|
||||
```
|
||||
{
|
||||
"success": true,
|
||||
"data": "Orchestrator is healthy"
|
||||
@ -68,7 +68,7 @@ List all workflow tasks.
|
||||
|
||||
**Response:**
|
||||
|
||||
```json
|
||||
```
|
||||
{
|
||||
"success": true,
|
||||
"data": [
|
||||
@ -99,7 +99,7 @@ Get specific task status and details.
|
||||
|
||||
**Response:**
|
||||
|
||||
```json
|
||||
```
|
||||
{
|
||||
"success": true,
|
||||
"data": {
|
||||
@ -126,7 +126,7 @@ Submit server creation workflow.
|
||||
|
||||
**Request Body:**
|
||||
|
||||
```json
|
||||
```
|
||||
{
|
||||
"infra": "production",
|
||||
"settings": "config.ncl",
|
||||
@ -137,7 +137,7 @@ Submit server creation workflow.
|
||||
|
||||
**Response:**
|
||||
|
||||
```json
|
||||
```
|
||||
{
|
||||
"success": true,
|
||||
"data": "uuid-task-id"
|
||||
@ -150,7 +150,7 @@ Submit task service workflow.
|
||||
|
||||
**Request Body:**
|
||||
|
||||
```json
|
||||
```
|
||||
{
|
||||
"operation": "create",
|
||||
"taskserv": "kubernetes",
|
||||
@ -163,7 +163,7 @@ Submit task service workflow.
|
||||
|
||||
**Response:**
|
||||
|
||||
```json
|
||||
```
|
||||
{
|
||||
"success": true,
|
||||
"data": "uuid-task-id"
|
||||
@ -176,7 +176,7 @@ Submit cluster workflow.
|
||||
|
||||
**Request Body:**
|
||||
|
||||
```json
|
||||
```
|
||||
{
|
||||
"operation": "create",
|
||||
"cluster_type": "buildkit",
|
||||
@ -189,7 +189,7 @@ Submit cluster workflow.
|
||||
|
||||
**Response:**
|
||||
|
||||
```json
|
||||
```
|
||||
{
|
||||
"success": true,
|
||||
"data": "uuid-task-id"
|
||||
@ -204,7 +204,7 @@ Execute batch workflow operation.
|
||||
|
||||
**Request Body:**
|
||||
|
||||
```json
|
||||
```
|
||||
{
|
||||
"name": "multi_cloud_deployment",
|
||||
"version": "1.0.0",
|
||||
@ -235,7 +235,7 @@ Execute batch workflow operation.
|
||||
|
||||
**Response:**
|
||||
|
||||
```json
|
||||
```
|
||||
{
|
||||
"success": true,
|
||||
"data": {
|
||||
@ -263,7 +263,7 @@ List all batch operations.
|
||||
|
||||
**Response:**
|
||||
|
||||
```json
|
||||
```
|
||||
{
|
||||
"success": true,
|
||||
"data": [
|
||||
@ -288,7 +288,7 @@ Get batch operation status.
|
||||
|
||||
**Response:**
|
||||
|
||||
```json
|
||||
```
|
||||
{
|
||||
"success": true,
|
||||
"data": {
|
||||
@ -317,7 +317,7 @@ Cancel running batch operation.
|
||||
|
||||
**Response:**
|
||||
|
||||
```json
|
||||
```
|
||||
{
|
||||
"success": true,
|
||||
"data": "Operation cancelled"
|
||||
@ -336,7 +336,7 @@ Get real-time workflow progress.
|
||||
|
||||
**Response:**
|
||||
|
||||
```json
|
||||
```
|
||||
{
|
||||
"success": true,
|
||||
"data": {
|
||||
@ -360,7 +360,7 @@ Get workflow state snapshots.
|
||||
|
||||
**Response:**
|
||||
|
||||
```json
|
||||
```
|
||||
{
|
||||
"success": true,
|
||||
"data": [
|
||||
@ -380,7 +380,7 @@ Get system-wide metrics.
|
||||
|
||||
**Response:**
|
||||
|
||||
```json
|
||||
```
|
||||
{
|
||||
"success": true,
|
||||
"data": {
|
||||
@ -403,7 +403,7 @@ Get system health status.
|
||||
|
||||
**Response:**
|
||||
|
||||
```json
|
||||
```
|
||||
{
|
||||
"success": true,
|
||||
"data": {
|
||||
@ -424,7 +424,7 @@ Get state manager statistics.
|
||||
|
||||
**Response:**
|
||||
|
||||
```json
|
||||
```
|
||||
{
|
||||
"success": true,
|
||||
"data": {
|
||||
@ -444,7 +444,7 @@ Create new checkpoint.
|
||||
|
||||
**Request Body:**
|
||||
|
||||
```json
|
||||
```
|
||||
{
|
||||
"name": "before_major_update",
|
||||
"description": "Checkpoint before deploying v2.0.0"
|
||||
@ -453,7 +453,7 @@ Create new checkpoint.
|
||||
|
||||
**Response:**
|
||||
|
||||
```json
|
||||
```
|
||||
{
|
||||
"success": true,
|
||||
"data": "checkpoint-uuid"
|
||||
@ -466,7 +466,7 @@ List all checkpoints.
|
||||
|
||||
**Response:**
|
||||
|
||||
```json
|
||||
```
|
||||
{
|
||||
"success": true,
|
||||
"data": [
|
||||
@ -491,7 +491,7 @@ Get specific checkpoint details.
|
||||
|
||||
**Response:**
|
||||
|
||||
```json
|
||||
```
|
||||
{
|
||||
"success": true,
|
||||
"data": {
|
||||
@ -511,7 +511,7 @@ Execute rollback operation.
|
||||
|
||||
**Request Body:**
|
||||
|
||||
```json
|
||||
```
|
||||
{
|
||||
"checkpoint_id": "checkpoint-uuid"
|
||||
}
|
||||
@ -519,7 +519,7 @@ Execute rollback operation.
|
||||
|
||||
Or for partial rollback:
|
||||
|
||||
```json
|
||||
```
|
||||
{
|
||||
"operation_ids": ["op-1", "op-2", "op-3"]
|
||||
}
|
||||
@ -527,7 +527,7 @@ Or for partial rollback:
|
||||
|
||||
**Response:**
|
||||
|
||||
```json
|
||||
```
|
||||
{
|
||||
"success": true,
|
||||
"data": {
|
||||
@ -550,7 +550,7 @@ Restore system state from checkpoint.
|
||||
|
||||
**Response:**
|
||||
|
||||
```json
|
||||
```
|
||||
{
|
||||
"success": true,
|
||||
"data": "State restored from checkpoint checkpoint-uuid"
|
||||
@ -563,7 +563,7 @@ Get rollback system statistics.
|
||||
|
||||
**Response:**
|
||||
|
||||
```json
|
||||
```
|
||||
{
|
||||
"success": true,
|
||||
"data": {
|
||||
@ -585,7 +585,7 @@ Authenticate user and get JWT token.
|
||||
|
||||
**Request Body:**
|
||||
|
||||
```json
|
||||
```
|
||||
{
|
||||
"username": "admin",
|
||||
"password": "secure_password",
|
||||
@ -595,7 +595,7 @@ Authenticate user and get JWT token.
|
||||
|
||||
**Response:**
|
||||
|
||||
```json
|
||||
```
|
||||
{
|
||||
"success": true,
|
||||
"data": {
|
||||
@ -617,7 +617,7 @@ Refresh JWT token.
|
||||
|
||||
**Request Body:**
|
||||
|
||||
```json
|
||||
```
|
||||
{
|
||||
"token": "current-jwt-token"
|
||||
}
|
||||
@ -625,7 +625,7 @@ Refresh JWT token.
|
||||
|
||||
**Response:**
|
||||
|
||||
```json
|
||||
```
|
||||
{
|
||||
"success": true,
|
||||
"data": {
|
||||
@ -641,7 +641,7 @@ Logout and invalidate token.
|
||||
|
||||
**Response:**
|
||||
|
||||
```json
|
||||
```
|
||||
{
|
||||
"success": true,
|
||||
"data": "Successfully logged out"
|
||||
@ -661,7 +661,7 @@ List all users.
|
||||
|
||||
**Response:**
|
||||
|
||||
```json
|
||||
```
|
||||
{
|
||||
"success": true,
|
||||
"data": [
|
||||
@ -684,7 +684,7 @@ Create new user.
|
||||
|
||||
**Request Body:**
|
||||
|
||||
```json
|
||||
```
|
||||
{
|
||||
"username": "newuser",
|
||||
"email": "newuser@example.com",
|
||||
@ -696,7 +696,7 @@ Create new user.
|
||||
|
||||
**Response:**
|
||||
|
||||
```json
|
||||
```
|
||||
{
|
||||
"success": true,
|
||||
"data": {
|
||||
@ -719,7 +719,7 @@ Update existing user.
|
||||
|
||||
**Request Body:**
|
||||
|
||||
```json
|
||||
```
|
||||
{
|
||||
"email": "updated@example.com",
|
||||
"roles": ["admin", "operator"],
|
||||
@ -729,7 +729,7 @@ Update existing user.
|
||||
|
||||
**Response:**
|
||||
|
||||
```json
|
||||
```
|
||||
{
|
||||
"success": true,
|
||||
"data": "User updated successfully"
|
||||
@ -746,7 +746,7 @@ Delete user.
|
||||
|
||||
**Response:**
|
||||
|
||||
```json
|
||||
```
|
||||
{
|
||||
"success": true,
|
||||
"data": "User deleted successfully"
|
||||
@ -761,7 +761,7 @@ List all policies.
|
||||
|
||||
**Response:**
|
||||
|
||||
```json
|
||||
```
|
||||
{
|
||||
"success": true,
|
||||
"data": [
|
||||
@ -783,7 +783,7 @@ Create new policy.
|
||||
|
||||
**Request Body:**
|
||||
|
||||
```json
|
||||
```
|
||||
{
|
||||
"name": "new_policy",
|
||||
"version": "1.0.0",
|
||||
@ -800,7 +800,7 @@ Create new policy.
|
||||
|
||||
**Response:**
|
||||
|
||||
```json
|
||||
```
|
||||
{
|
||||
"success": true,
|
||||
"data": {
|
||||
@ -821,7 +821,7 @@ Update policy.
|
||||
|
||||
**Request Body:**
|
||||
|
||||
```json
|
||||
```
|
||||
{
|
||||
"name": "updated_policy",
|
||||
"rules": [...]
|
||||
@ -830,7 +830,7 @@ Update policy.
|
||||
|
||||
**Response:**
|
||||
|
||||
```json
|
||||
```
|
||||
{
|
||||
"success": true,
|
||||
"data": "Policy updated successfully"
|
||||
@ -855,7 +855,7 @@ Get audit logs.
|
||||
|
||||
**Response:**
|
||||
|
||||
```json
|
||||
```
|
||||
{
|
||||
"success": true,
|
||||
"data": [
|
||||
@ -876,7 +876,7 @@ Get audit logs.
|
||||
|
||||
All endpoints may return error responses in this format:
|
||||
|
||||
```json
|
||||
```
|
||||
{
|
||||
"success": false,
|
||||
"error": "Detailed error message"
|
||||
@ -904,7 +904,7 @@ API endpoints are rate-limited:
|
||||
|
||||
Rate limit headers are included in responses:
|
||||
|
||||
```http
|
||||
```
|
||||
X-RateLimit-Limit: 100
|
||||
X-RateLimit-Remaining: 95
|
||||
X-RateLimit-Reset: 1632150000
|
||||
@ -918,7 +918,7 @@ Prometheus-compatible metrics endpoint.
|
||||
|
||||
**Response:**
|
||||
|
||||
```plaintext
|
||||
```
|
||||
# HELP orchestrator_tasks_total Total number of tasks
|
||||
# TYPE orchestrator_tasks_total counter
|
||||
orchestrator_tasks_total{status="completed"} 150
|
||||
@ -937,7 +937,7 @@ Real-time event streaming via WebSocket connection.
|
||||
|
||||
**Connection:**
|
||||
|
||||
```javascript
|
||||
```
|
||||
const ws = new WebSocket('ws://localhost:9090/ws?token=jwt-token');
|
||||
|
||||
ws.onmessage = function(event) {
|
||||
@ -948,7 +948,7 @@ ws.onmessage = function(event) {
|
||||
|
||||
**Event Format:**
|
||||
|
||||
```json
|
||||
```
|
||||
{
|
||||
"event_type": "TaskStatusChanged",
|
||||
"timestamp": "2025-09-26T10:00:00Z",
|
||||
@ -967,7 +967,7 @@ ws.onmessage = function(event) {
|
||||
|
||||
### Python SDK Example
|
||||
|
||||
```python
|
||||
```
|
||||
import requests
|
||||
|
||||
class ProvisioningClient:
|
||||
@ -1007,7 +1007,7 @@ print(f"Task ID: {result['data']}")
|
||||
|
||||
### JavaScript/Node.js SDK Example
|
||||
|
||||
```javascript
|
||||
```
|
||||
const axios = require('axios');
|
||||
|
||||
class ProvisioningClient {
|
||||
@ -1051,7 +1051,7 @@ The system supports webhooks for external integrations:
|
||||
|
||||
Configure webhooks in the system configuration:
|
||||
|
||||
```toml
|
||||
```
|
||||
[webhooks]
|
||||
enabled = true
|
||||
endpoints = [
|
||||
@ -1065,7 +1065,7 @@ endpoints = [
|
||||
|
||||
### Webhook Payload
|
||||
|
||||
```json
|
||||
```
|
||||
{
|
||||
"event": "task.completed",
|
||||
"timestamp": "2025-09-26T10:00:00Z",
|
||||
@ -1087,7 +1087,7 @@ For endpoints that return lists, use pagination parameters:
|
||||
|
||||
Pagination metadata is included in response headers:
|
||||
|
||||
```http
|
||||
```
|
||||
X-Total-Count: 1500
|
||||
X-Limit: 50
|
||||
X-Offset: 100
|
||||
@ -1098,7 +1098,7 @@ Link: </api/endpoint?offset=150&limit=50>; rel="next"
|
||||
|
||||
The API uses header-based versioning:
|
||||
|
||||
```http
|
||||
```
|
||||
Accept: application/vnd.provisioning.v1+json
|
||||
```
|
||||
|
||||
@ -1108,7 +1108,7 @@ Current version: v1
|
||||
|
||||
Use the included test suite to validate API functionality:
|
||||
|
||||
```bash
|
||||
```
|
||||
# Run API integration tests
|
||||
cd src/orchestrator
|
||||
cargo test --test api_tests
|
||||
|
||||
@ -23,7 +23,7 @@ Provisioning provides SDKs in multiple languages to facilitate integration:
|
||||
|
||||
### Installation
|
||||
|
||||
```bash
|
||||
```
|
||||
# Install from PyPI
|
||||
pip install provisioning-client
|
||||
|
||||
@ -33,7 +33,7 @@ pip install git+https://github.com/provisioning-systems/python-client.git
|
||||
|
||||
### Quick Start
|
||||
|
||||
```python
|
||||
```
|
||||
from provisioning_client import ProvisioningClient
|
||||
import asyncio
|
||||
|
||||
@ -79,7 +79,7 @@ if __name__ == "__main__":
|
||||
|
||||
#### WebSocket Integration
|
||||
|
||||
```python
|
||||
```
|
||||
async def monitor_workflows():
|
||||
client = ProvisioningClient()
|
||||
await client.authenticate()
|
||||
@ -103,7 +103,7 @@ async def monitor_workflows():
|
||||
|
||||
#### Batch Operations
|
||||
|
||||
```python
|
||||
```
|
||||
async def execute_batch_deployment():
|
||||
client = ProvisioningClient()
|
||||
await client.authenticate()
|
||||
@ -158,7 +158,7 @@ async def execute_batch_deployment():
|
||||
|
||||
#### Error Handling with Retries
|
||||
|
||||
```python
|
||||
```
|
||||
from provisioning_client.exceptions import (
|
||||
ProvisioningAPIError,
|
||||
AuthenticationError,
|
||||
@ -209,7 +209,7 @@ async def robust_workflow():
|
||||
|
||||
#### ProvisioningClient Class
|
||||
|
||||
```python
|
||||
```
|
||||
class ProvisioningClient:
|
||||
def __init__(self,
|
||||
base_url: str = "http://localhost:9090",
|
||||
@ -258,7 +258,7 @@ class ProvisioningClient:
|
||||
|
||||
### Installation
|
||||
|
||||
```bash
|
||||
```
|
||||
# npm
|
||||
npm install @provisioning/client
|
||||
|
||||
@ -271,7 +271,7 @@ pnpm add @provisioning/client
|
||||
|
||||
### Quick Start
|
||||
|
||||
```typescript
|
||||
```
|
||||
import { ProvisioningClient } from '@provisioning/client';
|
||||
|
||||
async function main() {
|
||||
@ -308,7 +308,7 @@ main();
|
||||
|
||||
### React Integration
|
||||
|
||||
```tsx
|
||||
```
|
||||
import React, { useState, useEffect } from 'react';
|
||||
import { ProvisioningClient } from '@provisioning/client';
|
||||
|
||||
@ -434,7 +434,7 @@ export default WorkflowDashboard;
|
||||
|
||||
### Node.js CLI Tool
|
||||
|
||||
```typescript
|
||||
```
|
||||
#!/usr/bin/env node
|
||||
|
||||
import { Command } from 'commander';
|
||||
@ -590,7 +590,7 @@ program.parse();
|
||||
|
||||
### API Reference
|
||||
|
||||
```typescript
|
||||
```
|
||||
interface ProvisioningClientOptions {
|
||||
baseUrl?: string;
|
||||
authUrl?: string;
|
||||
@ -644,13 +644,13 @@ class ProvisioningClient extends EventEmitter {
|
||||
|
||||
### Installation
|
||||
|
||||
```bash
|
||||
```
|
||||
go get github.com/provisioning-systems/go-client
|
||||
```
|
||||
|
||||
### Quick Start
|
||||
|
||||
```go
|
||||
```
|
||||
package main
|
||||
|
||||
import (
|
||||
@ -711,7 +711,7 @@ func main() {
|
||||
|
||||
### WebSocket Integration
|
||||
|
||||
```go
|
||||
```
|
||||
package main
|
||||
|
||||
import (
|
||||
@ -777,7 +777,7 @@ func main() {
|
||||
|
||||
### HTTP Client with Retry Logic
|
||||
|
||||
```go
|
||||
```
|
||||
package main
|
||||
|
||||
import (
|
||||
@ -868,7 +868,7 @@ func main() {
|
||||
|
||||
Add to your `Cargo.toml`:
|
||||
|
||||
```toml
|
||||
```
|
||||
[dependencies]
|
||||
provisioning-rs = "2.0.0"
|
||||
tokio = { version = "1.0", features = ["full"] }
|
||||
@ -876,7 +876,7 @@ tokio = { version = "1.0", features = ["full"] }
|
||||
|
||||
### Quick Start
|
||||
|
||||
```rust
|
||||
```
|
||||
use provisioning_rs::{ProvisioningClient, Config, CreateServerRequest};
|
||||
use tokio;
|
||||
|
||||
@ -932,7 +932,7 @@ async fn main() -> Result<(), Box<dyn std::error::Error>> {
|
||||
|
||||
### WebSocket Integration
|
||||
|
||||
```rust
|
||||
```
|
||||
use provisioning_rs::{ProvisioningClient, Config, WebSocketEvent};
|
||||
use futures_util::StreamExt;
|
||||
use tokio;
|
||||
@ -988,7 +988,7 @@ async fn main() -> Result<(), Box<dyn std::error::Error>> {
|
||||
|
||||
### Batch Operations
|
||||
|
||||
```rust
|
||||
```
|
||||
use provisioning_rs::{BatchOperationRequest, BatchOperation};
|
||||
|
||||
#[tokio::main]
|
||||
|
||||
@ -30,7 +30,7 @@ The main WebSocket endpoint for real-time events and monitoring.
|
||||
|
||||
**Example Connection:**
|
||||
|
||||
```javascript
|
||||
```
|
||||
const ws = new WebSocket('ws://localhost:9090/ws?token=jwt-token&events=task,batch,system');
|
||||
```
|
||||
|
||||
@ -64,7 +64,7 @@ Live log streaming endpoint.
|
||||
|
||||
All WebSocket connections require authentication via JWT token:
|
||||
|
||||
```javascript
|
||||
```
|
||||
// Include token in connection URL
|
||||
const ws = new WebSocket('ws://localhost:9090/ws?token=' + jwtToken);
|
||||
|
||||
@ -93,7 +93,7 @@ ws.onopen = function() {
|
||||
|
||||
Fired when a workflow task status changes.
|
||||
|
||||
```json
|
||||
```
|
||||
{
|
||||
"event_type": "TaskStatusChanged",
|
||||
"timestamp": "2025-09-26T10:00:00Z",
|
||||
@ -116,7 +116,7 @@ Fired when a workflow task status changes.
|
||||
|
||||
Fired when batch operation status changes.
|
||||
|
||||
```json
|
||||
```
|
||||
{
|
||||
"event_type": "BatchOperationUpdate",
|
||||
"timestamp": "2025-09-26T10:00:00Z",
|
||||
@ -150,7 +150,7 @@ Fired when batch operation status changes.
|
||||
|
||||
Fired when system health status changes.
|
||||
|
||||
```json
|
||||
```
|
||||
{
|
||||
"event_type": "SystemHealthUpdate",
|
||||
"timestamp": "2025-09-26T10:00:00Z",
|
||||
@ -185,7 +185,7 @@ Fired when system health status changes.
|
||||
|
||||
Fired when workflow progress changes.
|
||||
|
||||
```json
|
||||
```
|
||||
{
|
||||
"event_type": "WorkflowProgressUpdate",
|
||||
"timestamp": "2025-09-26T10:00:00Z",
|
||||
@ -215,7 +215,7 @@ Fired when workflow progress changes.
|
||||
|
||||
Real-time log streaming.
|
||||
|
||||
```json
|
||||
```
|
||||
{
|
||||
"event_type": "LogEntry",
|
||||
"timestamp": "2025-09-26T10:00:00Z",
|
||||
@ -241,7 +241,7 @@ Real-time log streaming.
|
||||
|
||||
Real-time metrics streaming.
|
||||
|
||||
```json
|
||||
```
|
||||
{
|
||||
"event_type": "MetricUpdate",
|
||||
"timestamp": "2025-09-26T10:00:00Z",
|
||||
@ -266,7 +266,7 @@ Real-time metrics streaming.
|
||||
|
||||
Applications can define custom event types:
|
||||
|
||||
```json
|
||||
```
|
||||
{
|
||||
"event_type": "CustomApplicationEvent",
|
||||
"timestamp": "2025-09-26T10:00:00Z",
|
||||
@ -283,7 +283,7 @@ Applications can define custom event types:
|
||||
|
||||
### Connection Management
|
||||
|
||||
```javascript
|
||||
```
|
||||
class ProvisioningWebSocket {
|
||||
constructor(baseUrl, token, options = {}) {
|
||||
this.baseUrl = baseUrl;
|
||||
@ -430,7 +430,7 @@ ws.subscribe(['TaskStatusChanged', 'WorkflowProgressUpdate']);
|
||||
|
||||
### Real-Time Dashboard Example
|
||||
|
||||
```javascript
|
||||
```
|
||||
class ProvisioningDashboard {
|
||||
constructor(wsUrl, token) {
|
||||
this.ws = new ProvisioningWebSocket(wsUrl, token);
|
||||
@ -542,7 +542,7 @@ const dashboard = new ProvisioningDashboard('ws://localhost:9090', jwtToken);
|
||||
|
||||
The orchestrator implements WebSocket support using Axum and Tokio:
|
||||
|
||||
```rust
|
||||
```
|
||||
use axum::{
|
||||
extract::{ws::WebSocket, ws::WebSocketUpgrade, Query, State},
|
||||
response::Response,
|
||||
@ -702,7 +702,7 @@ fn has_event_permission(claims: &Claims, event_type: &str) -> bool {
|
||||
|
||||
### Client-Side Filtering
|
||||
|
||||
```javascript
|
||||
```
|
||||
// Subscribe to specific event types
|
||||
ws.subscribe(['TaskStatusChanged', 'WorkflowProgressUpdate']);
|
||||
|
||||
@ -741,7 +741,7 @@ Events can be filtered on the server side based on:
|
||||
|
||||
### Connection Errors
|
||||
|
||||
```javascript
|
||||
```
|
||||
ws.on('error', (error) => {
|
||||
console.error('WebSocket error:', error);
|
||||
|
||||
@ -780,7 +780,7 @@ ws.on('disconnected', (event) => {
|
||||
|
||||
### Heartbeat and Keep-Alive
|
||||
|
||||
```javascript
|
||||
```
|
||||
class ProvisioningWebSocket {
|
||||
constructor(baseUrl, token, options = {}) {
|
||||
// ... existing code ...
|
||||
@ -835,7 +835,7 @@ class ProvisioningWebSocket {
|
||||
|
||||
To improve performance, the server can batch multiple events into single WebSocket messages:
|
||||
|
||||
```json
|
||||
```
|
||||
{
|
||||
"type": "batch",
|
||||
"timestamp": "2025-09-26T10:00:00Z",
|
||||
@ -856,7 +856,7 @@ To improve performance, the server can batch multiple events into single WebSock
|
||||
|
||||
Enable message compression for large events:
|
||||
|
||||
```javascript
|
||||
```
|
||||
const ws = new WebSocket('ws://localhost:9090/ws?token=jwt&compression=true');
|
||||
```
|
||||
|
||||
|
||||
@ -28,7 +28,7 @@ The system needed a clear, maintainable structure that supports:
|
||||
|
||||
Adopt a **domain-driven hybrid structure** organized around functional boundaries:
|
||||
|
||||
```plaintext
|
||||
```
|
||||
src/
|
||||
├── core/ # Core system and CLI entry point
|
||||
├── platform/ # High-performance coordination layer (Rust orchestrator)
|
||||
|
||||
@ -49,7 +49,7 @@ Implement a **layered distribution strategy** with clear separation between deve
|
||||
|
||||
### Distribution Structure
|
||||
|
||||
```plaintext
|
||||
```
|
||||
# User Distribution
|
||||
/usr/local/bin/
|
||||
├── provisioning # Main CLI entry point
|
||||
@ -153,7 +153,7 @@ Use environment variables to control what gets installed.
|
||||
|
||||
### Configuration Hierarchy
|
||||
|
||||
```plaintext
|
||||
```
|
||||
System Defaults (lowest precedence)
|
||||
└── User Configuration
|
||||
└── Project Configuration
|
||||
|
||||
@ -33,7 +33,7 @@ Implement **isolated user workspaces** with clear boundaries and hierarchical co
|
||||
|
||||
### Workspace Structure
|
||||
|
||||
```plaintext
|
||||
```
|
||||
~/workspace/provisioning/ # User workspace root
|
||||
├── config/
|
||||
│ ├── user.toml # User preferences and overrides
|
||||
@ -141,7 +141,7 @@ Store all user configuration in database.
|
||||
|
||||
### Workspace Initialization
|
||||
|
||||
```bash
|
||||
```
|
||||
# Automatic workspace creation on first run
|
||||
provisioning workspace init
|
||||
|
||||
@ -163,7 +163,7 @@ provisioning workspace validate
|
||||
|
||||
### Backup and Migration
|
||||
|
||||
```bash
|
||||
```
|
||||
# Backup entire workspace
|
||||
provisioning workspace backup --output ~/backup/provisioning-workspace.tar.gz
|
||||
|
||||
|
||||
@ -54,7 +54,7 @@ Implement a **Hybrid Rust/Nushell Architecture** with clear separation of concer
|
||||
|
||||
#### Rust → Nushell Communication
|
||||
|
||||
```rust
|
||||
```
|
||||
// Rust orchestrator invokes Nushell scripts via process execution
|
||||
let result = Command::new("nu")
|
||||
.arg("-c")
|
||||
@ -64,7 +64,7 @@ let result = Command::new("nu")
|
||||
|
||||
#### Nushell → Rust Communication
|
||||
|
||||
```bash
|
||||
```
|
||||
# Nushell submits workflows to Rust orchestrator via HTTP API
|
||||
http post "http://localhost:9090/workflows/servers/create" {
|
||||
name: "server-name",
|
||||
|
||||
@ -45,7 +45,7 @@ Implement a **registry-based extension framework** with structured discovery and
|
||||
|
||||
### Extension Structure
|
||||
|
||||
```plaintext
|
||||
```
|
||||
extensions/
|
||||
├── providers/ # Provider extensions
|
||||
│ └── custom-cloud/
|
||||
@ -75,7 +75,7 @@ extensions/
|
||||
|
||||
### Extension Manifest (extension.toml)
|
||||
|
||||
```toml
|
||||
```
|
||||
[extension]
|
||||
name = "custom-provider"
|
||||
version = "1.0.0"
|
||||
@ -186,7 +186,7 @@ Traditional plugin architecture with dynamic loading.
|
||||
|
||||
### Extension Loading Lifecycle
|
||||
|
||||
```bash
|
||||
```
|
||||
# Extension discovery and validation
|
||||
provisioning extension discover
|
||||
provisioning extension validate --extension custom-provider
|
||||
@ -208,7 +208,7 @@ provisioning extension update custom-provider
|
||||
|
||||
Extensions integrate with hierarchical configuration system:
|
||||
|
||||
```toml
|
||||
```
|
||||
# System configuration includes extension settings
|
||||
[custom_provider]
|
||||
api_endpoint = "https://api.custom-cloud.com"
|
||||
@ -238,7 +238,7 @@ timeout = 30
|
||||
|
||||
### Provider Extension Pattern
|
||||
|
||||
```nushell
|
||||
```
|
||||
# extensions/providers/custom-cloud/nulib/provider.nu
|
||||
export def list-servers [] -> table {
|
||||
http get $"($config.custom_provider.api_endpoint)/servers"
|
||||
@ -260,7 +260,7 @@ export def create-server [name: string, config: record] -> record {
|
||||
|
||||
### Task Service Extension Pattern
|
||||
|
||||
```nushell
|
||||
```
|
||||
# extensions/taskservs/custom-service/nulib/service.nu
|
||||
export def install [server: string] -> nothing {
|
||||
let manifest_data = open ./manifests/deployment.yaml
|
||||
|
||||
@ -40,7 +40,7 @@ monolithic structure created multiple critical problems:
|
||||
|
||||
We refactored the monolithic CLI into a **modular, domain-driven architecture** with the following structure:
|
||||
|
||||
```plaintext
|
||||
```
|
||||
provisioning/core/nulib/
|
||||
├── provisioning (211 lines) ⬅️ 84% reduction
|
||||
├── main_provisioning/
|
||||
@ -63,7 +63,7 @@ provisioning/core/nulib/
|
||||
|
||||
Single source of truth for all flag parsing and argument building:
|
||||
|
||||
```nushell
|
||||
```
|
||||
export def parse_common_flags [flags: record]: nothing -> record
|
||||
export def build_module_args [flags: record, extra: string = ""]: nothing -> string
|
||||
export def set_debug_env [flags: record]
|
||||
@ -81,7 +81,7 @@ export def get_debug_flag [flags: record]: nothing -> string
|
||||
|
||||
Central routing with 80+ command mappings:
|
||||
|
||||
```nushell
|
||||
```
|
||||
export def get_command_registry []: nothing -> record # 80+ shortcuts
|
||||
export def dispatch_command [args: list, flags: record] # Main router
|
||||
```
|
||||
@ -148,7 +148,7 @@ Eliminated repetition:
|
||||
|
||||
All handlers depend on abstractions (flag records, not concrete flags):
|
||||
|
||||
```nushell
|
||||
```
|
||||
# Handler signature
|
||||
export def handle_infrastructure_command [
|
||||
command: string
|
||||
@ -182,7 +182,7 @@ export def handle_infrastructure_command [
|
||||
|
||||
Users can now access help in multiple ways:
|
||||
|
||||
```bash
|
||||
```
|
||||
# All these work equivalently:
|
||||
provisioning help workspace
|
||||
provisioning workspace help # ⬅️ NEW: Bi-directional
|
||||
@ -192,7 +192,7 @@ provisioning help ws # ⬅️ NEW: Shortcut in help
|
||||
|
||||
**Implementation:**
|
||||
|
||||
```nushell
|
||||
```
|
||||
# Intercept "command help" → "help command"
|
||||
let first_op = if ($ops_list | length) > 0 { ($ops_list | get 0) } else { "" }
|
||||
if $first_op in ["help" "h"] {
|
||||
@ -242,7 +242,7 @@ Comprehensive test suite created (`tests/test_provisioning_refactor.nu`):
|
||||
|
||||
### Test Results
|
||||
|
||||
```plaintext
|
||||
```
|
||||
📋 Testing main help... ✅
|
||||
📋 Testing category help... ✅
|
||||
🔄 Testing bi-directional help... ✅
|
||||
@ -319,7 +319,7 @@ Comprehensive test suite created (`tests/test_provisioning_refactor.nu`):
|
||||
|
||||
### Before: Repetitive Flag Handling
|
||||
|
||||
```nushell
|
||||
```
|
||||
"server" => {
|
||||
let use_check = if $check { "--check "} else { "" }
|
||||
let use_yes = if $yes { "--yes" } else { "" }
|
||||
@ -335,7 +335,7 @@ Comprehensive test suite created (`tests/test_provisioning_refactor.nu`):
|
||||
|
||||
### After: Clean, Reusable
|
||||
|
||||
```nushell
|
||||
```
|
||||
def handle_server [ops: string, flags: record] {
|
||||
let args = build_module_args $flags $ops
|
||||
run_module $args "server" --exec
|
||||
|
||||
@ -128,7 +128,7 @@ Remove support for:
|
||||
|
||||
### For Development
|
||||
|
||||
```bash
|
||||
```
|
||||
# 1. Install Age
|
||||
brew install age # or apt install age
|
||||
|
||||
@ -142,7 +142,7 @@ age-keygen -y ~/.config/provisioning/age/private_key.txt > ~/.config/provisionin
|
||||
|
||||
### For Production
|
||||
|
||||
```bash
|
||||
```
|
||||
# 1. Set up Cosmian KMS (cloud or self-hosted)
|
||||
# 2. Create master key in Cosmian
|
||||
# 3. Migrate secrets from Vault/AWS to Cosmian
|
||||
|
||||
@ -117,7 +117,7 @@ Use Casbin authorization library.
|
||||
|
||||
#### Architecture
|
||||
|
||||
```plaintext
|
||||
```
|
||||
┌─────────────────────────────────────────────────────────┐
|
||||
│ Orchestrator │
|
||||
├─────────────────────────────────────────────────────────┤
|
||||
@ -143,7 +143,7 @@ Use Casbin authorization library.
|
||||
|
||||
#### Policy Organization
|
||||
|
||||
```plaintext
|
||||
```
|
||||
provisioning/config/cedar-policies/
|
||||
├── schema.cedar # Entity and action definitions
|
||||
├── production.cedar # Production environment policies
|
||||
@ -154,7 +154,7 @@ provisioning/config/cedar-policies/
|
||||
|
||||
#### Rust Implementation
|
||||
|
||||
```plaintext
|
||||
```
|
||||
provisioning/platform/orchestrator/src/security/
|
||||
├── cedar.rs # Cedar engine integration (450 lines)
|
||||
├── policy_loader.rs # Policy loading with hot reload (320 lines)
|
||||
@ -190,7 +190,7 @@ provisioning/platform/orchestrator/src/security/
|
||||
|
||||
#### Context Variables
|
||||
|
||||
```rust
|
||||
```
|
||||
AuthorizationContext {
|
||||
mfa_verified: bool, // MFA verification status
|
||||
ip_address: String, // Client IP address
|
||||
@ -204,7 +204,7 @@ AuthorizationContext {
|
||||
|
||||
#### Example Policy
|
||||
|
||||
```cedar
|
||||
```
|
||||
// Production deployments require MFA verification
|
||||
@id("prod-deploy-mfa")
|
||||
@description("All production deployments must have MFA verification")
|
||||
|
||||
@ -249,7 +249,7 @@ Implement a complete security architecture using 12 specialized components organ
|
||||
|
||||
### End-to-End Request Flow
|
||||
|
||||
```plaintext
|
||||
```
|
||||
1. User Request
|
||||
↓
|
||||
2. Rate Limiting (100 req/min per IP)
|
||||
@ -271,7 +271,7 @@ Implement a complete security architecture using 12 specialized components organ
|
||||
|
||||
### Emergency Access Flow
|
||||
|
||||
```plaintext
|
||||
```
|
||||
1. Emergency Request (reason + justification)
|
||||
↓
|
||||
2. Multi-Party Approval (2+ approvers, different teams)
|
||||
@ -382,7 +382,7 @@ Implement a complete security architecture using 12 specialized components organ
|
||||
|
||||
### Development
|
||||
|
||||
```bash
|
||||
```
|
||||
# Start all services
|
||||
cd provisioning/platform/kms-service && cargo run &
|
||||
cd provisioning/platform/orchestrator && cargo run &
|
||||
@ -391,7 +391,7 @@ cd provisioning/platform/control-center && cargo run &
|
||||
|
||||
### Production
|
||||
|
||||
```bash
|
||||
```
|
||||
# Kubernetes deployment
|
||||
kubectl apply -f k8s/security-stack.yaml
|
||||
|
||||
@ -410,7 +410,7 @@ systemctl start provisioning-control-center
|
||||
|
||||
### Environment Variables
|
||||
|
||||
```bash
|
||||
```
|
||||
# JWT
|
||||
export JWT_ISSUER="control-center"
|
||||
export JWT_AUDIENCE="orchestrator,cli"
|
||||
@ -433,7 +433,7 @@ export MFA_WEBAUTHN_RP_ID="provisioning.example.com"
|
||||
|
||||
### Config Files
|
||||
|
||||
```toml
|
||||
```
|
||||
# provisioning/config/security.toml
|
||||
[jwt]
|
||||
issuer = "control-center"
|
||||
@ -470,7 +470,7 @@ pii_anonymization = true
|
||||
|
||||
### Run All Tests
|
||||
|
||||
```bash
|
||||
```
|
||||
# Control Center (JWT, MFA)
|
||||
cd provisioning/platform/control-center
|
||||
cargo test
|
||||
@ -489,7 +489,7 @@ nu provisioning/core/nulib/lib_provisioning/config/encryption_tests.nu
|
||||
|
||||
### Integration Tests
|
||||
|
||||
```bash
|
||||
```
|
||||
# Full security flow
|
||||
cd provisioning/platform/orchestrator
|
||||
cargo test --test security_integration_tests
|
||||
|
||||
@ -65,7 +65,7 @@ Define and document the three-format approach through:
|
||||
|
||||
**Move template files to proper directory structure and correct extensions**:
|
||||
|
||||
```plaintext
|
||||
```
|
||||
Previous (KCL):
|
||||
provisioning/kcl/templates/*.k (had Nushell/Jinja2 code, not KCL)
|
||||
|
||||
@ -326,7 +326,7 @@ Current (Nickel):
|
||||
|
||||
Currently, 15/16 files in `provisioning/kcl/templates/` have `.k` extension but contain Nushell/Jinja2 code, not KCL:
|
||||
|
||||
```plaintext
|
||||
```
|
||||
provisioning/kcl/templates/
|
||||
├── server.ncl # Actually Nushell/Jinja2 template
|
||||
├── taskserv.ncl # Actually Nushell/Jinja2 template
|
||||
@ -343,7 +343,7 @@ This causes:
|
||||
|
||||
Reorganize into type-specific directories:
|
||||
|
||||
```plaintext
|
||||
```
|
||||
provisioning/templates/
|
||||
├── nushell/ # Nushell code generation (*.nu.j2)
|
||||
│ ├── server.nu.j2
|
||||
|
||||
@ -112,7 +112,7 @@ The provisioning system required:
|
||||
|
||||
**Example - UpCloud Provider**:
|
||||
|
||||
```nickel
|
||||
```
|
||||
# upcloud/nickel/main.ncl (migrated from upcloud/kcl/)
|
||||
let contracts = import "./contracts.ncl" in
|
||||
let defaults = import "./defaults.ncl" in
|
||||
@ -171,7 +171,7 @@ let defaults = import "./defaults.ncl" in
|
||||
|
||||
**File 1: Contracts** (`batch_contracts.ncl`):
|
||||
|
||||
```nickel
|
||||
```
|
||||
{
|
||||
BatchScheduler = {
|
||||
strategy | String,
|
||||
@ -184,7 +184,7 @@ let defaults = import "./defaults.ncl" in
|
||||
|
||||
**File 2: Defaults** (`batch_defaults.ncl`):
|
||||
|
||||
```nickel
|
||||
```
|
||||
{
|
||||
scheduler = {
|
||||
strategy = "dependency_first",
|
||||
@ -197,7 +197,7 @@ let defaults = import "./defaults.ncl" in
|
||||
|
||||
**File 3: Main** (`batch.ncl`):
|
||||
|
||||
```nickel
|
||||
```
|
||||
let contracts = import "./batch_contracts.ncl" in
|
||||
let defaults = import "./batch_defaults.ncl" in
|
||||
|
||||
@ -218,7 +218,7 @@ let defaults = import "./batch_defaults.ncl" in
|
||||
|
||||
### Domain-Organized Architecture
|
||||
|
||||
```plaintext
|
||||
```
|
||||
provisioning/schemas/
|
||||
├── lib/ # Storage, TaskServDef, ClusterDef
|
||||
├── config/ # Settings, defaults, workspace_config
|
||||
@ -233,7 +233,7 @@ provisioning/schemas/
|
||||
|
||||
**Import pattern**:
|
||||
|
||||
```nickel
|
||||
```
|
||||
let provisioning = import "./main.ncl" in
|
||||
provisioning.lib # For Storage, TaskServDef
|
||||
provisioning.config.settings # For Settings, Defaults
|
||||
@ -254,7 +254,7 @@ provisioning.operations.workflows
|
||||
- No snapshot overhead
|
||||
- Usage: Local development, testing, experimentation
|
||||
|
||||
```bash
|
||||
```
|
||||
# workspace_librecloud/nickel/main.ncl
|
||||
import "../../provisioning/schemas/main.ncl"
|
||||
import "../../provisioning/extensions/taskservs/kubernetes/nickel/main.ncl"
|
||||
@ -264,13 +264,13 @@ import "../../provisioning/extensions/taskservs/kubernetes/nickel/main.ncl"
|
||||
|
||||
Create immutable snapshots for reproducible deployments:
|
||||
|
||||
```bash
|
||||
```
|
||||
provisioning workspace freeze --version "2025-12-15-prod-v1" --env production
|
||||
```
|
||||
|
||||
**Frozen structure** (`.frozen/{version}/`):
|
||||
|
||||
```plaintext
|
||||
```
|
||||
├── provisioning/schemas/ # Snapshot of central schemas
|
||||
├── extensions/ # Snapshot of all extensions
|
||||
└── workspace/ # Snapshot of workspace configs
|
||||
@ -285,7 +285,7 @@ provisioning workspace freeze --version "2025-12-15-prod-v1" --env production
|
||||
|
||||
**Deploy from frozen snapshot**:
|
||||
|
||||
```bash
|
||||
```
|
||||
provisioning deploy --frozen "2025-12-15-prod-v1" --infra wuji
|
||||
```
|
||||
|
||||
@ -308,7 +308,7 @@ provisioning deploy --frozen "2025-12-15-prod-v1" --infra wuji
|
||||
|
||||
**Key Feature**: Nickel schemas → Type-safe UIs → Nickel output
|
||||
|
||||
```bash
|
||||
```
|
||||
# Nickel schema → Interactive form
|
||||
typedialog form --schema server.ncl --output json
|
||||
|
||||
|
||||
@ -19,7 +19,7 @@ The architectural decision was whether the plugin should:
|
||||
|
||||
Nickel configurations in provisioning use the **module system**:
|
||||
|
||||
```nickel
|
||||
```
|
||||
# config/database.ncl
|
||||
import "lib/defaults" as defaults
|
||||
import "lib/validation" as valid
|
||||
@ -47,7 +47,7 @@ Implement the `nu_plugin_nickel` plugin as a **CLI wrapper** that invokes the ex
|
||||
|
||||
### Architecture Diagram
|
||||
|
||||
```plaintext
|
||||
```
|
||||
┌─────────────────────────────┐
|
||||
│ Nushell Script │
|
||||
│ │
|
||||
@ -288,7 +288,7 @@ This makes direct usage risky. The CLI is the documented, proven interface.
|
||||
|
||||
The plugin uses the **correct Nickel command syntax**:
|
||||
|
||||
```rust
|
||||
```
|
||||
// Correct:
|
||||
cmd.arg("export").arg(file).arg("--format").arg(format);
|
||||
// Results in: "nickel export /file --format json"
|
||||
@ -323,7 +323,7 @@ Plugin correctly processes JSON output:
|
||||
|
||||
This enables Nushell cell path access:
|
||||
|
||||
```nushell
|
||||
```
|
||||
nickel-export json /config.ncl | .database.host # ✅ Works
|
||||
```
|
||||
|
||||
@ -343,7 +343,7 @@ nickel-export json /config.ncl | .database.host # ✅ Works
|
||||
|
||||
**Manual Verification**:
|
||||
|
||||
```bash
|
||||
```
|
||||
# Test module imports
|
||||
nickel-export json /workspace/config.ncl
|
||||
|
||||
|
||||
@ -78,7 +78,7 @@ integration with the provisioning orchestrator.
|
||||
|
||||
### Architecture Diagram
|
||||
|
||||
```text
|
||||
```
|
||||
┌─────────────────────────────────────────┐
|
||||
│ Nushell Script │
|
||||
│ │
|
||||
@ -167,7 +167,7 @@ integration with the provisioning orchestrator.
|
||||
|
||||
Nushell's `input` command is limited:
|
||||
|
||||
```nushell
|
||||
```
|
||||
# Current: No validation, no security
|
||||
let password = input "Password: " # ❌ Shows in terminal
|
||||
let region = input "AWS Region: " # ❌ No autocomplete/validation
|
||||
@ -184,7 +184,7 @@ let region = input "AWS Region: " # ❌ No autocomplete/validation
|
||||
|
||||
Nickel is declarative and cannot prompt users:
|
||||
|
||||
```nickel
|
||||
```
|
||||
# Nickel defines what the config looks like, NOT how to get it
|
||||
{
|
||||
database = {
|
||||
@ -243,7 +243,7 @@ Nickel is declarative and cannot prompt users:
|
||||
### Mitigation Strategies
|
||||
|
||||
**Non-Interactive Mode**:
|
||||
```rust
|
||||
```
|
||||
// Support both interactive and non-interactive
|
||||
if terminal::is_interactive() {
|
||||
// Show TUI dialog
|
||||
@ -255,7 +255,7 @@ if terminal::is_interactive() {
|
||||
```
|
||||
|
||||
**Testing**:
|
||||
```rust
|
||||
```
|
||||
// Unit tests: Test form validation logic (no TUI)
|
||||
#[test]
|
||||
fn test_validate_workspace_name() {
|
||||
@ -267,7 +267,7 @@ fn test_validate_workspace_name() {
|
||||
```
|
||||
|
||||
**Scriptability**:
|
||||
```bash
|
||||
```
|
||||
# Batch mode: Provide config via file
|
||||
provisioning workspace init --config workspace.toml
|
||||
|
||||
@ -316,7 +316,7 @@ provisioning workspace init --interactive
|
||||
|
||||
### Form Definition Pattern
|
||||
|
||||
```rust
|
||||
```
|
||||
use typdialog::Form;
|
||||
|
||||
pub fn workspace_initialization_form() -> Result<WorkspaceConfig> {
|
||||
@ -353,7 +353,7 @@ pub fn workspace_initialization_form() -> Result<WorkspaceConfig> {
|
||||
|
||||
### Integration with Nickel
|
||||
|
||||
```rust
|
||||
```
|
||||
// 1. Get validated input from TUI dialog
|
||||
let config = workspace_initialization_form()?;
|
||||
|
||||
@ -370,7 +370,7 @@ fs::write("workspace/config.toml", config_toml)?;
|
||||
|
||||
### CLI Command Structure
|
||||
|
||||
```rust
|
||||
```
|
||||
// provisioning/core/cli/src/commands/workspace.rs
|
||||
|
||||
#[derive(Parser)]
|
||||
@ -404,7 +404,7 @@ pub fn handle_workspace_init(args: InitArgs) -> Result<()> {
|
||||
|
||||
### Validation Rules
|
||||
|
||||
```rust
|
||||
```
|
||||
pub fn validate_workspace_name(name: &str) -> Result<(), String> {
|
||||
// Alphanumeric, hyphens, 3-32 chars
|
||||
let re = Regex::new(r"^[a-z0-9-]{3,32}$").unwrap();
|
||||
@ -425,7 +425,7 @@ pub fn validate_region(region: &str) -> Result<(), String> {
|
||||
|
||||
### Security: Password Handling
|
||||
|
||||
```rust
|
||||
```
|
||||
use zeroize::Zeroizing;
|
||||
|
||||
pub fn get_secure_password() -> Result<Zeroizing<String>> {
|
||||
@ -447,7 +447,7 @@ pub fn get_secure_password() -> Result<Zeroizing<String>> {
|
||||
## Testing Strategy
|
||||
|
||||
**Unit Tests**:
|
||||
```rust
|
||||
```
|
||||
#[test]
|
||||
fn test_workspace_name_validation() {
|
||||
assert!(validate_workspace_name("my-workspace").is_ok());
|
||||
@ -457,7 +457,7 @@ fn test_workspace_name_validation() {
|
||||
```
|
||||
|
||||
**Integration Tests**:
|
||||
```rust
|
||||
```
|
||||
// Use non-interactive mode with config files
|
||||
#[test]
|
||||
fn test_workspace_init_non_interactive() {
|
||||
@ -481,7 +481,7 @@ fn test_workspace_init_non_interactive() {
|
||||
```
|
||||
|
||||
**Manual Testing**:
|
||||
```bash
|
||||
```
|
||||
# Test interactive flow
|
||||
cargo build --release
|
||||
./target/release/provisioning workspace init --interactive
|
||||
@ -495,7 +495,7 @@ cargo build --release
|
||||
## Configuration Integration
|
||||
|
||||
**CLI Flag**:
|
||||
```toml
|
||||
```
|
||||
# provisioning/config/config.defaults.toml
|
||||
[ui]
|
||||
interactive_mode = "auto" # "auto" | "always" | "never"
|
||||
@ -503,7 +503,7 @@ dialog_theme = "default" # "default" | "minimal" | "colorful"
|
||||
```
|
||||
|
||||
**Environment Override**:
|
||||
```bash
|
||||
```
|
||||
# Force non-interactive mode (for CI/CD)
|
||||
export PROVISIONING_INTERACTIVE=false
|
||||
|
||||
@ -523,7 +523,7 @@ export PROVISIONING_INTERACTIVE=true
|
||||
- Validation rule patterns
|
||||
|
||||
**Configuration Schema**:
|
||||
```nickel
|
||||
```
|
||||
# provisioning/schemas/workspace.ncl
|
||||
{
|
||||
WorkspaceConfig = {
|
||||
|
||||
@ -93,7 +93,7 @@ Integrate **SecretumVault** as the centralized secrets management system for the
|
||||
|
||||
### Architecture Diagram
|
||||
|
||||
```text
|
||||
```
|
||||
┌─────────────────────────────────────────────────────────────┐
|
||||
│ Provisioning CLI / Orchestrator / Services │
|
||||
│ │
|
||||
@ -273,7 +273,7 @@ SOPS is excellent for **static secrets in git**, but inadequate for:
|
||||
### Mitigation Strategies
|
||||
|
||||
**High Availability**:
|
||||
```bash
|
||||
```
|
||||
# Deploy SecretumVault cluster (3 nodes)
|
||||
provisioning deploy secretum-vault --ha --replicas 3
|
||||
|
||||
@ -282,7 +282,7 @@ provisioning deploy secretum-vault --ha --replicas 3
|
||||
```
|
||||
|
||||
**Migration from SOPS**:
|
||||
```bash
|
||||
```
|
||||
# Phase 1: Import existing SOPS secrets into SecretumVault
|
||||
provisioning secrets migrate --from-sops config/secrets.yaml
|
||||
|
||||
@ -291,7 +291,7 @@ provisioning secrets migrate --from-sops config/secrets.yaml
|
||||
```
|
||||
|
||||
**Fallback Strategy**:
|
||||
```rust
|
||||
```
|
||||
// Graceful degradation if vault unavailable
|
||||
let secret = match vault_client.get_secret("database/password").await {
|
||||
Ok(s) => s,
|
||||
@ -305,7 +305,7 @@ let secret = match vault_client.get_secret("database/password").await {
|
||||
```
|
||||
|
||||
**Operational Monitoring**:
|
||||
```toml
|
||||
```
|
||||
# prometheus metrics
|
||||
secretum_vault_request_duration_seconds
|
||||
secretum_vault_secret_lease_expiry
|
||||
@ -351,7 +351,7 @@ secretum_vault_raft_leader_changes
|
||||
|
||||
### SecretumVault Deployment
|
||||
|
||||
```bash
|
||||
```
|
||||
# Deploy via provisioning system
|
||||
provisioning deploy secretum-vault \
|
||||
--ha \
|
||||
@ -367,7 +367,7 @@ provisioning vault unseal --key-shares 5 --key-threshold 3
|
||||
|
||||
### Rust Client Library
|
||||
|
||||
```rust
|
||||
```
|
||||
// provisioning/core/libs/secretum-client/src/lib.rs
|
||||
|
||||
use secretum_vault::{Client, SecretEngine, Auth};
|
||||
@ -402,7 +402,7 @@ impl VaultClient {
|
||||
|
||||
### Nushell Integration
|
||||
|
||||
```nushell
|
||||
```
|
||||
# Nushell commands via Rust CLI wrapper
|
||||
provisioning secrets get database/prod/password
|
||||
provisioning secrets set api/keys/stripe --value "sk_live_xyz"
|
||||
@ -413,7 +413,7 @@ provisioning secrets list database/
|
||||
|
||||
### Nickel Configuration Integration
|
||||
|
||||
```nickel
|
||||
```
|
||||
# provisioning/schemas/database.ncl
|
||||
{
|
||||
database = {
|
||||
@ -429,7 +429,7 @@ provisioning secrets list database/
|
||||
|
||||
### Cedar Policy for Secret Access
|
||||
|
||||
```cedar
|
||||
```
|
||||
// policy: developers can read dev secrets, not prod
|
||||
permit(
|
||||
principal in Group::"developers",
|
||||
@ -455,7 +455,7 @@ permit(
|
||||
|
||||
### Dynamic Database Credentials
|
||||
|
||||
```rust
|
||||
```
|
||||
// Application requests temporary DB credentials
|
||||
let creds = vault_client
|
||||
.database()
|
||||
@ -472,7 +472,7 @@ println!("TTL: {}", creds.lease_duration); // 1h
|
||||
|
||||
### Secret Rotation Automation
|
||||
|
||||
```toml
|
||||
```
|
||||
# secretum-vault config
|
||||
[[rotation_policies]]
|
||||
path = "database/prod/password"
|
||||
@ -487,7 +487,7 @@ max_age = "90d"
|
||||
|
||||
### Audit Log Format
|
||||
|
||||
```json
|
||||
```
|
||||
{
|
||||
"timestamp": "2025-01-08T12:34:56Z",
|
||||
"type": "request",
|
||||
@ -515,7 +515,7 @@ max_age = "90d"
|
||||
## Testing Strategy
|
||||
|
||||
**Unit Tests**:
|
||||
```rust
|
||||
```
|
||||
#[tokio::test]
|
||||
async fn test_get_secret() {
|
||||
let vault = mock_vault_client();
|
||||
@ -533,7 +533,7 @@ async fn test_dynamic_credentials_generation() {
|
||||
```
|
||||
|
||||
**Integration Tests**:
|
||||
```bash
|
||||
```
|
||||
# Test vault deployment
|
||||
provisioning deploy secretum-vault --test-mode
|
||||
provisioning vault init
|
||||
@ -551,7 +551,7 @@ provisioning secrets rotate test/secret
|
||||
```
|
||||
|
||||
**Security Tests**:
|
||||
```rust
|
||||
```
|
||||
#[tokio::test]
|
||||
async fn test_unauthorized_access_denied() {
|
||||
let vault = vault_client_with_limited_token();
|
||||
@ -563,7 +563,7 @@ async fn test_unauthorized_access_denied() {
|
||||
## Configuration Integration
|
||||
|
||||
**Provisioning Config**:
|
||||
```toml
|
||||
```
|
||||
# provisioning/config/config.defaults.toml
|
||||
[secrets]
|
||||
provider = "secretum-vault" # "secretum-vault" | "sops" | "env"
|
||||
@ -583,7 +583,7 @@ max_size = "100MB"
|
||||
```
|
||||
|
||||
**Environment Variables**:
|
||||
```bash
|
||||
```
|
||||
export VAULT_ADDR="https://vault.example.com:8200"
|
||||
export VAULT_TOKEN="s.abc123def456..."
|
||||
export VAULT_NAMESPACE="provisioning"
|
||||
|
||||
@ -100,7 +100,7 @@ All AI components are **schema-aware**, **security-enforced**, and **human-super
|
||||
|
||||
### Architecture Diagram
|
||||
|
||||
```text
|
||||
```
|
||||
┌─────────────────────────────────────────────────────────────────┐
|
||||
│ User Interfaces │
|
||||
│ │
|
||||
@ -268,7 +268,7 @@ All AI components are **schema-aware**, **security-enforced**, and **human-super
|
||||
|
||||
Traditional AI code generation fails for infrastructure because:
|
||||
|
||||
```text
|
||||
```
|
||||
Generic AI (like GitHub Copilot):
|
||||
❌ Generates syntactically correct but semantically wrong configs
|
||||
❌ Doesn't understand cloud provider constraints
|
||||
@ -278,7 +278,7 @@ Generic AI (like GitHub Copilot):
|
||||
```
|
||||
|
||||
**Schema-aware AI** (our approach):
|
||||
```nickel
|
||||
```
|
||||
# Nickel schema provides ground truth
|
||||
{
|
||||
Database = {
|
||||
@ -303,7 +303,7 @@ Generic AI (like GitHub Copilot):
|
||||
|
||||
LLMs alone have limitations:
|
||||
|
||||
```text
|
||||
```
|
||||
Pure LLM:
|
||||
❌ Knowledge cutoff (no recent updates)
|
||||
❌ Hallucinations (invents plausible-sounding configs)
|
||||
@ -312,7 +312,7 @@ Pure LLM:
|
||||
```
|
||||
|
||||
**RAG-enhanced LLM**:
|
||||
```toml
|
||||
```
|
||||
Query: "How to configure Postgres with encryption?"
|
||||
|
||||
RAG retrieves:
|
||||
@ -332,7 +332,7 @@ LLM generates answer WITH retrieved context:
|
||||
|
||||
AI-generated infrastructure configs require human approval:
|
||||
|
||||
```rust
|
||||
```
|
||||
// All AI operations require approval
|
||||
pub async fn ai_generate_config(request: GenerateRequest) -> Result<Config> {
|
||||
let ai_generated = ai_service.generate(request).await?;
|
||||
@ -414,7 +414,7 @@ No single LLM provider is best for all tasks:
|
||||
### Mitigation Strategies
|
||||
|
||||
**Cost Control**:
|
||||
```toml
|
||||
```
|
||||
[ai.rate_limiting]
|
||||
requests_per_minute = 60
|
||||
tokens_per_day = 1000000
|
||||
@ -427,7 +427,7 @@ ttl = "1h"
|
||||
```
|
||||
|
||||
**Latency Optimization**:
|
||||
```rust
|
||||
```
|
||||
// Streaming responses for real-time feedback
|
||||
pub async fn ai_generate_stream(request: GenerateRequest) -> impl Stream<Item = String> {
|
||||
ai_service
|
||||
@ -438,7 +438,7 @@ pub async fn ai_generate_stream(request: GenerateRequest) -> impl Stream<Item =
|
||||
```
|
||||
|
||||
**Privacy (Local Models)**:
|
||||
```toml
|
||||
```
|
||||
[ai]
|
||||
provider = "local"
|
||||
model_path = "/opt/provisioning/models/llama-3-70b"
|
||||
@ -447,7 +447,7 @@ model_path = "/opt/provisioning/models/llama-3-70b"
|
||||
```
|
||||
|
||||
**Validation (Defense in Depth)**:
|
||||
```text
|
||||
```
|
||||
AI generates config
|
||||
↓
|
||||
Nickel schema validation (syntax, types, contracts)
|
||||
@ -460,7 +460,7 @@ Deployment
|
||||
```
|
||||
|
||||
**Observability**:
|
||||
```toml
|
||||
```
|
||||
[ai.observability]
|
||||
trace_all_requests = true
|
||||
store_conversations = true
|
||||
@ -510,7 +510,7 @@ conversation_retention = "30d"
|
||||
|
||||
### AI Service API
|
||||
|
||||
```rust
|
||||
```
|
||||
// platform/crates/ai-service/src/lib.rs
|
||||
|
||||
#[async_trait]
|
||||
@ -609,7 +609,7 @@ impl AIService for AIServiceImpl {
|
||||
|
||||
### MCP Server Integration
|
||||
|
||||
```rust
|
||||
```
|
||||
// platform/crates/mcp-server/src/lib.rs
|
||||
|
||||
pub struct MCPClient {
|
||||
@ -675,7 +675,7 @@ impl ToolRegistry {
|
||||
|
||||
### RAG System Implementation
|
||||
|
||||
```rust
|
||||
```
|
||||
// platform/crates/rag/src/lib.rs
|
||||
|
||||
pub struct RAGService {
|
||||
@ -750,7 +750,7 @@ pub struct QdrantStore {
|
||||
|
||||
### typdialog-ai Integration
|
||||
|
||||
```rust
|
||||
```
|
||||
// typdialog-ai/src/form_assistant.rs
|
||||
|
||||
pub struct FormAssistant {
|
||||
@ -813,7 +813,7 @@ impl FormAssistant {
|
||||
|
||||
### typdialog-ag Agents
|
||||
|
||||
```rust
|
||||
```
|
||||
// typdialog-ag/src/agent.rs
|
||||
|
||||
pub struct ProvisioningAgent {
|
||||
@ -891,7 +891,7 @@ impl ProvisioningAgent {
|
||||
|
||||
### Cedar Policies for AI
|
||||
|
||||
```cedar
|
||||
```
|
||||
// AI cannot access secrets without explicit permission
|
||||
forbid(
|
||||
principal == Service::"ai-service",
|
||||
@ -931,7 +931,7 @@ forbid(
|
||||
## Testing Strategy
|
||||
|
||||
**Unit Tests**:
|
||||
```rust
|
||||
```
|
||||
#[tokio::test]
|
||||
async fn test_ai_config_generation_validates() {
|
||||
let ai_service = mock_ai_service();
|
||||
@ -960,7 +960,7 @@ async fn test_ai_cannot_access_secrets() {
|
||||
```
|
||||
|
||||
**Integration Tests**:
|
||||
```rust
|
||||
```
|
||||
#[tokio::test]
|
||||
async fn test_end_to_end_ai_config_generation() {
|
||||
// User provides natural language
|
||||
@ -991,7 +991,7 @@ async fn test_end_to_end_ai_config_generation() {
|
||||
```
|
||||
|
||||
**RAG Quality Tests**:
|
||||
```rust
|
||||
```
|
||||
#[tokio::test]
|
||||
async fn test_rag_retrieval_accuracy() {
|
||||
let rag = rag_service();
|
||||
@ -1018,7 +1018,7 @@ async fn test_rag_retrieval_accuracy() {
|
||||
## Security Considerations
|
||||
|
||||
**AI Access Control**:
|
||||
```bash
|
||||
```
|
||||
AI Service Permissions (enforced by Cedar):
|
||||
✅ CAN: Read Nickel schemas
|
||||
✅ CAN: Generate configurations
|
||||
@ -1031,7 +1031,7 @@ AI Service Permissions (enforced by Cedar):
|
||||
```
|
||||
|
||||
**Data Privacy**:
|
||||
```toml
|
||||
```
|
||||
[ai.privacy]
|
||||
# Sanitize before sending to LLM
|
||||
sanitize_secrets = true
|
||||
@ -1048,7 +1048,7 @@ sanitize_credentials = true
|
||||
```
|
||||
|
||||
**Audit Trail**:
|
||||
```rust
|
||||
```
|
||||
// Every AI operation logged
|
||||
pub struct AIAuditLog {
|
||||
timestamp: DateTime<Utc>,
|
||||
@ -1066,7 +1066,7 @@ pub struct AIAuditLog {
|
||||
|
||||
**Estimated Costs** (per month, based on typical usage):
|
||||
|
||||
```text
|
||||
```
|
||||
Assumptions:
|
||||
- 100 active users
|
||||
- 10 AI config generations per user per day
|
||||
|
||||
@ -0,0 +1,160 @@
|
||||
# ADR-016: Schema-Driven Accessor Generation Pattern
|
||||
|
||||
**Status**: Proposed
|
||||
**Date**: 2026-01-13
|
||||
**Author**: Architecture Team
|
||||
**Supersedes**: Manual accessor maintenance in `lib_provisioning/config/accessor.nu`
|
||||
|
||||
## Context
|
||||
|
||||
The `lib_provisioning/config/accessor.nu` file contains 1567 lines across 187 accessor functions. Analysis reveals that 95% of these functions follow
|
||||
an identical mechanical pattern:
|
||||
|
||||
```
|
||||
export def get-{field-name} [--config: record] {
|
||||
config-get "{path.to.field}" {default_value} --config $config
|
||||
}
|
||||
```
|
||||
|
||||
This represents significant technical debt:
|
||||
|
||||
1. **Manual Maintenance Burden**: Adding a new config field requires manually writing a new accessor function
|
||||
2. **Schema Drift Risk**: No automated validation that accessor matches the actual Nickel schema
|
||||
3. **Code Duplication**: Nearly identical functions across 187 definitions
|
||||
4. **Testing Complexity**: Each accessor requires manual testing
|
||||
|
||||
## Problem Statement
|
||||
|
||||
**Current Architecture**:
|
||||
- Nickel schemas define configuration structure (source of truth)
|
||||
- Accessor functions manually mirror the schema structure
|
||||
- No automated synchronization between schema and accessors
|
||||
- High risk of accessor-schema mismatch
|
||||
|
||||
**Key Metrics**:
|
||||
- 1567 lines of accessor code
|
||||
- 187 repetitive functions
|
||||
- ~95% code similarity
|
||||
|
||||
## Decision
|
||||
|
||||
Implement **Schema-Driven Accessor Generation**: automatically generate accessor functions from Nickel schema definitions.
|
||||
|
||||
### Architecture
|
||||
|
||||
```
|
||||
Nickel Schema (contracts.ncl)
|
||||
↓
|
||||
[Parse & Extract Schema Structure]
|
||||
↓
|
||||
[Generate Nushell Functions]
|
||||
↓
|
||||
accessor_generated.nu (800 lines)
|
||||
↓
|
||||
[Validation & Integration]
|
||||
↓
|
||||
CI/CD enforces: schema hash == generated code
|
||||
```
|
||||
|
||||
### Generation Process
|
||||
|
||||
1. **Schema Parsing**: Extract field paths, types, and defaults from Nickel contracts
|
||||
2. **Code Generation**: Create accessor functions with Nushell 0.109 compliance
|
||||
3. **Validation**: Verify generated code against schema
|
||||
4. **CI Integration**: Detect schema changes, validate generated code matches
|
||||
|
||||
### Compliance Requirements
|
||||
|
||||
**Nushell 0.109 Guidelines**:
|
||||
- No `try-catch` blocks (use `do-complete` pattern)
|
||||
- No `reduce --init` (use `reduce --fold`)
|
||||
- No mutable variables (use immutable bindings)
|
||||
- No type annotations on boolean flags
|
||||
- Use `each` not `map`, `is-not-empty` not `length`
|
||||
|
||||
**Nickel Compliance**:
|
||||
- Schema-first design (schema is source of truth)
|
||||
- Type contracts enforce structure
|
||||
- `| doc` before `| default` ordering
|
||||
|
||||
## Consequences
|
||||
|
||||
### Positive
|
||||
|
||||
- **Elimination of Manual Maintenance**: New config fields automatically get accessors
|
||||
- **Zero Schema Drift**: Automatic validation ensures accessors match schema
|
||||
- **Reduced Code Size**: 1567 lines → ~400 lines (manual core) + ~800 lines (generated)
|
||||
- **Type Safety**: Generated code guarantees type correctness
|
||||
- **Consistency**: All 187 functions use identical pattern
|
||||
|
||||
### Negative
|
||||
|
||||
- **Tool Complexity**: Generator must parse Nickel and emit valid Nushell
|
||||
- **CI/CD Changes**: Build must validate schema hash
|
||||
- **Initial Migration**: One-time effort to verify generated code matches manual versions
|
||||
|
||||
## Implementation Strategy
|
||||
|
||||
1. **Create Generator** (`tools/codegen/accessor_generator.nu`)
|
||||
- Parse Nickel schema files
|
||||
- Extract paths, types, defaults
|
||||
- Generate valid Nushell code
|
||||
- Emit with proper formatting
|
||||
|
||||
2. **Generate Accessors** (`lib_provisioning/config/accessor_generated.nu`)
|
||||
- Run generator on `provisioning/schemas/config/settings/contracts.ncl`
|
||||
- Output 187 accessor functions
|
||||
- Verify compatibility with existing code
|
||||
|
||||
3. **Validation**
|
||||
- Integration tests comparing manual vs generated output
|
||||
- Signature validator ensuring generated functions match patterns
|
||||
- CI check for schema hash validity
|
||||
|
||||
4. **Gradual Adoption**
|
||||
- Keep manual accessors temporarily
|
||||
- Feature flag to switch between manual and generated
|
||||
- Gradual migration of dependent code
|
||||
|
||||
## Testing Strategy
|
||||
|
||||
1. **Unit Tests**
|
||||
- Each generated accessor returns correct type
|
||||
- Default values applied correctly
|
||||
- Path resolution handles nested fields
|
||||
|
||||
2. **Integration Tests**
|
||||
- Generated accessors produce identical output to manual versions
|
||||
- Config loading pipeline works with generated accessors
|
||||
- Fallback behavior preserved
|
||||
|
||||
3. **Regression Tests**
|
||||
- All existing config access patterns work
|
||||
- Performance within 5% of manual version
|
||||
- No breaking changes to public API
|
||||
|
||||
## Related ADRs
|
||||
|
||||
- **ADR-010**: Configuration Format Strategy (TOML/YAML/Nickel)
|
||||
- **ADR-011**: Nickel Migration (schema-first architecture)
|
||||
|
||||
## Open Questions
|
||||
|
||||
1. Should accessors be regenerated on every build or only on schema changes?
|
||||
2. How do we handle conditional fields (if X then Y)?
|
||||
3. What's the fallback strategy if generator fails?
|
||||
|
||||
## Timeline
|
||||
|
||||
- **Phase 1**: Generator implementation (foundation)
|
||||
- **Phase 2**: Generate and validate accessor functions
|
||||
- **Phase 3**: Integration tests and feature flags
|
||||
- **Phase 4**: Full migration and manual code removal
|
||||
|
||||
## References
|
||||
|
||||
- Nickel Language: [https://nickel-lang.org/](https://nickel-lang.org/)
|
||||
- Nushell 0.109 Guidelines: `.claude/guidelines/nushell.md`
|
||||
- Current Accessor Implementation: `provisioning/core/nulib/lib_provisioning/config/accessor.nu`
|
||||
- Schema Source: `provisioning/schemas/config/settings/contracts.ncl`
|
||||
|
||||
@ -0,0 +1,226 @@
|
||||
# ADR-017: Plugin Wrapper Abstraction Framework
|
||||
|
||||
**Status**: Proposed
|
||||
**Date**: 2026-01-13
|
||||
**Author**: Architecture Team
|
||||
**Supersedes**: Manual plugin wrapper implementations in `lib_provisioning/plugins/`
|
||||
|
||||
## Context
|
||||
|
||||
The provisioning system integrates with four critical plugins, each with its own wrapper layer:
|
||||
|
||||
1. **auth.nu** (1066 lines) - Authentication plugin wrapper
|
||||
2. **orchestrator.nu** (~500 lines) - Orchestrator plugin wrapper
|
||||
3. **secretumvault.nu** (~500 lines) - Secrets vault plugin wrapper
|
||||
4. **kms.nu** (~500 lines) - Key management service plugin wrapper
|
||||
|
||||
Analysis reveals ~90% code duplication across these wrappers:
|
||||
|
||||
```
|
||||
# Pattern repeated 4 times with minor variations:
|
||||
export def plugin-available? [] {
|
||||
# Check if plugin is installed
|
||||
}
|
||||
|
||||
export def try-plugin-call [method args] {
|
||||
# Try to call the plugin
|
||||
# On failure, fallback to HTTP
|
||||
}
|
||||
|
||||
export def http-fallback-call [endpoint method args] {
|
||||
# HTTP endpoint fallback
|
||||
}
|
||||
```
|
||||
|
||||
## Problem Statement
|
||||
|
||||
**Current Architecture**:
|
||||
- Each plugin has manual wrapper implementation
|
||||
- ~3000 total lines across 4 files
|
||||
- Boilerplate code repeated for each plugin method
|
||||
- HTTP fallback logic duplicated
|
||||
- Error handling inconsistent
|
||||
- Testing each wrapper requires custom setup
|
||||
|
||||
**Key Metrics**:
|
||||
- 3000 lines of plugin wrapper code
|
||||
- 90% code similarity
|
||||
- 85% reduction opportunity
|
||||
|
||||
## Decision
|
||||
|
||||
Implement **Plugin Wrapper Abstraction Framework**: replace manual plugin wrappers with a generic proxy framework + declarative YAML definitions.
|
||||
|
||||
### Architecture
|
||||
|
||||
```
|
||||
Plugin Definition (YAML)
|
||||
├─ plugin: auth
|
||||
├─ methods:
|
||||
│ ├─ login(username, password)
|
||||
│ ├─ logout()
|
||||
│ └─ status()
|
||||
└─ http_endpoint: http://localhost:8001
|
||||
|
||||
Generic Plugin Proxy Framework
|
||||
├─ availability() - Check if plugin installed
|
||||
├─ call() - Try plugin, fallback to HTTP
|
||||
├─ http_fallback() - HTTP call with retry
|
||||
└─ error_handler() - Consistent error handling
|
||||
|
||||
Generated Wrappers
|
||||
├─ auth_wrapper.nu (150 lines, autogenerated)
|
||||
├─ orchestrator_wrapper.nu (150 lines)
|
||||
├─ vault_wrapper.nu (150 lines)
|
||||
└─ kms_wrapper.nu (150 lines)
|
||||
```
|
||||
|
||||
### Mechanism
|
||||
|
||||
**Plugin Call Flow**:
|
||||
|
||||
1. **Check Availability**: Is plugin installed and running?
|
||||
2. **Try Plugin Call**: Execute plugin method with timeout
|
||||
3. **On Failure**: Fall back to HTTP endpoint
|
||||
4. **Error Handling**: Unified error response format
|
||||
5. **Retry Logic**: Configurable retry with exponential backoff
|
||||
|
||||
### Error Handling Pattern
|
||||
|
||||
**Nushell 0.109 Compliant** (do-complete pattern, no try-catch):
|
||||
|
||||
```
|
||||
def call-plugin-with-fallback [method: string args: record] {
|
||||
let plugin_result = (
|
||||
do {
|
||||
# Try plugin call
|
||||
call-plugin $method $args
|
||||
} | complete
|
||||
)
|
||||
|
||||
if $plugin_result.exit_code != 0 {
|
||||
# Fall back to HTTP
|
||||
call-http-endpoint $method $args
|
||||
} else {
|
||||
$plugin_result.stdout | from json
|
||||
}
|
||||
}
|
||||
```
|
||||
|
||||
## Consequences
|
||||
|
||||
### Positive
|
||||
|
||||
- **85% Code Reduction**: 3000 lines → 200 (proxy) + 600 (generated)
|
||||
- **Consistency**: All plugins use identical call pattern
|
||||
- **Maintainability**: Single proxy implementation vs 4 wrapper files
|
||||
- **Testability**: Mock proxy for testing, no plugin-specific setup needed
|
||||
- **Extensibility**: New plugins require only YAML definition
|
||||
|
||||
### Negative
|
||||
|
||||
- **Abstraction Overhead**: Proxy layer adds indirection
|
||||
- **YAML Schema**: Must maintain schema for plugin definitions
|
||||
- **Migration Risk**: Replacing working code requires careful testing
|
||||
|
||||
## Implementation Strategy
|
||||
|
||||
1. **Create Generic Proxy** (`lib_provisioning/plugins/proxy.nu`)
|
||||
- Plugin availability detection
|
||||
- Call execution with error handling
|
||||
- HTTP fallback mechanism
|
||||
- Retry logic with backoff
|
||||
|
||||
2. **Define Plugin Schema** (`lib_provisioning/plugins/definitions/plugin.schema.yaml`)
|
||||
- Plugin metadata (name, http_endpoint)
|
||||
- Method definitions (parameters, return types)
|
||||
- Fallback configuration (retry count, timeout)
|
||||
|
||||
3. **Plugin Definitions** (`lib_provisioning/plugins/definitions/`)
|
||||
- `auth.yaml` - Authentication plugin
|
||||
- `orchestrator.yaml` - Orchestrator plugin
|
||||
- `secretumvault.yaml` - Secrets vault plugin
|
||||
- `kms.yaml` - Key management service plugin
|
||||
|
||||
4. **Code Generator** (`tools/codegen/plugin_wrapper_generator.nu`)
|
||||
- Parse plugin YAML definitions
|
||||
- Generate wrapper functions
|
||||
- Ensure Nushell 0.109 compliance
|
||||
|
||||
5. **Integration**
|
||||
- Feature flag: `$env.PROVISIONING_USE_GENERATED_PLUGINS`
|
||||
- Gradual migration from manual to generated wrappers
|
||||
- Full compatibility with existing code
|
||||
|
||||
## Testing Strategy
|
||||
|
||||
1. **Unit Tests**
|
||||
- Plugin availability detection
|
||||
- Successful plugin calls
|
||||
- HTTP fallback on plugin failure
|
||||
- Error handling and retry logic
|
||||
|
||||
2. **Integration Tests**
|
||||
- Real plugin calls with actual plugins
|
||||
- Mock HTTP server for fallback testing
|
||||
- Timeout handling
|
||||
- Retry with backoff
|
||||
|
||||
3. **Contract Tests**
|
||||
- Plugin method signatures match definitions
|
||||
- Return values have expected structure
|
||||
- Error responses consistent
|
||||
|
||||
## Plugin Definitions
|
||||
|
||||
### auth.yaml Example
|
||||
|
||||
```
|
||||
plugin: auth
|
||||
http_endpoint: http://localhost:8001
|
||||
methods:
|
||||
login:
|
||||
params:
|
||||
username: string
|
||||
password: string
|
||||
returns: {token: string}
|
||||
logout:
|
||||
params: {}
|
||||
returns: {status: string}
|
||||
status:
|
||||
params: {}
|
||||
returns: {authenticated: bool}
|
||||
```
|
||||
|
||||
## Rollback Strategy
|
||||
|
||||
**Feature Flag Approach**:
|
||||
|
||||
```
|
||||
# Use original manual wrappers
|
||||
export PROVISIONING_USE_GENERATED_PLUGINS=false
|
||||
|
||||
# Use new generated proxy framework
|
||||
export PROVISIONING_USE_GENERATED_PLUGINS=true
|
||||
```
|
||||
|
||||
Allows parallel operation and gradual migration.
|
||||
|
||||
## Related ADRs
|
||||
|
||||
- **ADR-012**: Nushell/Nickel Plugin CLI Wrapper
|
||||
- **ADR-013**: TypeDialog Integration (forms for plugin configuration)
|
||||
|
||||
## Open Questions
|
||||
|
||||
1. Should plugin definitions be YAML or Nickel?
|
||||
2. How do we handle plugin discovery automatically?
|
||||
3. What's the expected HTTP endpoint format for all plugins?
|
||||
4. Should retry logic be configurable per plugin?
|
||||
|
||||
## References
|
||||
|
||||
- Nushell 0.109 Guidelines: `.claude/guidelines/nushell.md`
|
||||
- Do-Complete Pattern: Error handling without try-catch
|
||||
- Plugin Framework: `provisioning/core/nulib/lib_provisioning/plugins/`
|
||||
|
||||
@ -0,0 +1,281 @@
|
||||
# ADR-018: Help System Fluent Integration & Data-Driven Architecture
|
||||
|
||||
**Status**: Proposed
|
||||
**Date**: 2026-01-13
|
||||
**Author**: Architecture Team
|
||||
**Supersedes**: Hardcoded help strings in `main_provisioning/help_system.nu`
|
||||
|
||||
## Context
|
||||
|
||||
The current help system in `main_provisioning/help_system.nu` (1303 lines) consists almost entirely of hardcoded string concatenation with embedded
|
||||
ANSI formatting codes:
|
||||
|
||||
```
|
||||
def help-infrastructure [] {
|
||||
print "╔════════════════════════════════════════════════════╗"
|
||||
print "║ SERVER & INFRASTRUCTURE ║"
|
||||
print "╚════════════════════════════════════════════════════╝"
|
||||
}
|
||||
```
|
||||
|
||||
**Current Problems**:
|
||||
|
||||
1. **No Internationalization**: Help text trapped in English-only code
|
||||
2. **Hard to Maintain**: Updating text requires editing Nushell code
|
||||
3. **Mixed Concerns**: Content (strings) mixed with presentation (ANSI codes)
|
||||
4. **No Hot-Reload**: Changes require recompilation
|
||||
5. **Difficult to Test**: String content buried in function definitions
|
||||
|
||||
## Problem Statement
|
||||
|
||||
**Metrics**:
|
||||
- 1303 lines of code-embedded help text
|
||||
- 17 help categories with 65 strings total
|
||||
- All help functions manually maintained
|
||||
- No separation of data from presentation
|
||||
|
||||
## Decision
|
||||
|
||||
Implement **Data-Driven Help with Mozilla Fluent Integration**:
|
||||
|
||||
1. Extract help content to Fluent files (`.ftl` format)
|
||||
2. Support multilingual help (English base, Spanish translations)
|
||||
3. Implement runtime language resolution via `LANG` environment variable
|
||||
4. Reduce help_system.nu to wrapper functions only
|
||||
|
||||
### Architecture
|
||||
|
||||
```
|
||||
Help Content (Fluent Files)
|
||||
├─ en-US/help.ftl (65 strings - English base)
|
||||
└─ es-ES/help.ftl (65 strings - Spanish translations)
|
||||
|
||||
Language Detection & Loading
|
||||
├─ Check LANG environment variable
|
||||
├─ Load appropriate Fluent file
|
||||
└─ Implement fallback chain (es-ES → en-US)
|
||||
|
||||
Help System Wrapper
|
||||
├─ help-main [] - Display main menu
|
||||
├─ help-infrastructure [] - Infrastructure category
|
||||
├─ help-orchestration [] - Orchestration category
|
||||
└─ help-setup [] - Setup category
|
||||
|
||||
User Interface
|
||||
├─ LANG=en_US provisioning help infrastructure
|
||||
└─ LANG=es_ES provisioning help infrastructure
|
||||
```
|
||||
|
||||
## Implementation
|
||||
|
||||
### 1. Fluent File Structure
|
||||
|
||||
**en-US/help.ftl**:
|
||||
|
||||
```
|
||||
help-main-title = PROVISIONING SYSTEM
|
||||
help-main-subtitle = Layered Infrastructure Automation
|
||||
help-main-categories = COMMAND CATEGORIES
|
||||
help-main-categories-hint = Use 'provisioning help <category>' for details
|
||||
help-main-infrastructure-name = infrastructure
|
||||
help-main-infrastructure-desc = Server, taskserv, cluster, VM, and infra management
|
||||
help-main-orchestration-name = orchestration
|
||||
help-main-orchestration-desc = Workflow, batch operations, and orchestrator control
|
||||
help-infrastructure-title = SERVER & INFRASTRUCTURE
|
||||
help-infra-server = Server Operations
|
||||
help-infra-server-create = Create a new server
|
||||
help-infra-server-list = List all servers
|
||||
help-infra-server-status = Show server status
|
||||
help-infra-taskserv = TaskServ Management
|
||||
help-infra-taskserv-create = Deploy taskserv to server
|
||||
help-infra-cluster = Cluster Management
|
||||
help-infra-vm = Virtual Machine Operations
|
||||
help-orchestration-title = ORCHESTRATION & WORKFLOWS
|
||||
help-orch-control = Orchestrator Management
|
||||
help-orch-start = Start orchestrator [--background]
|
||||
help-orch-workflows = Single Task Workflows
|
||||
help-orch-batch = Multi-Provider Batch Operations
|
||||
```
|
||||
|
||||
**es-ES/help.ftl** (Spanish translations):
|
||||
|
||||
```
|
||||
help-main-title = SISTEMA DE PROVISIÓN
|
||||
help-main-subtitle = Automatización de Infraestructura por Capas
|
||||
help-main-categories = CATEGORÍAS DE COMANDOS
|
||||
help-main-categories-hint = Use 'provisioning help <categoría>' para más detalles
|
||||
help-main-infrastructure-name = infraestructura
|
||||
help-main-infrastructure-desc = Gestión de servidores, taskserv, clusters, VM e infraestructura
|
||||
help-main-orchestration-name = orquestación
|
||||
help-main-orchestration-desc = Flujos de trabajo, operaciones por lotes y control del orquestador
|
||||
help-infrastructure-title = SERVIDOR E INFRAESTRUCTURA
|
||||
help-infra-server = Operaciones de Servidor
|
||||
help-infra-server-create = Crear un nuevo servidor
|
||||
help-infra-server-list = Listar todos los servidores
|
||||
help-infra-server-status = Mostrar estado del servidor
|
||||
help-infra-taskserv = Gestión de TaskServ
|
||||
help-infra-taskserv-create = Desplegar taskserv en servidor
|
||||
help-infra-cluster = Gestión de Clusters
|
||||
help-infra-vm = Operaciones de Máquinas Virtuales
|
||||
help-orchestration-title = ORQUESTACIÓN Y FLUJOS DE TRABAJO
|
||||
help-orch-control = Gestión del Orquestador
|
||||
help-orch-start = Iniciar orquestador [--background]
|
||||
help-orch-workflows = Flujos de Trabajo de Tarea Única
|
||||
help-orch-batch = Operaciones por Lotes Multi-Proveedor
|
||||
```
|
||||
|
||||
### 2. Fluent Loading in Nushell
|
||||
|
||||
```
|
||||
def load-fluent-file [category: string] {
|
||||
let lang = ($env.LANG? | default "en_US" | str replace "_" "-")
|
||||
let fluent_path = $"provisioning/locales/($lang)/help.ftl"
|
||||
|
||||
# Parse Fluent file and extract strings for category
|
||||
# Fallback to en-US if lang not available
|
||||
}
|
||||
```
|
||||
|
||||
### 3. Help System Wrapper
|
||||
|
||||
```
|
||||
export def help-infrastructure [] {
|
||||
let strings = (load-fluent-file "infrastructure")
|
||||
|
||||
# Apply formatting and render
|
||||
print $"╔════════════════════════════════════════════════════╗"
|
||||
print $"║ ($strings.title | str upcase) ║"
|
||||
print $"╚════════════════════════════════════════════════════╝"
|
||||
}
|
||||
```
|
||||
|
||||
## Consequences
|
||||
|
||||
### Positive
|
||||
|
||||
- **Internationalization Ready**: Easy to add new languages (Portuguese, French, Japanese)
|
||||
- **Data/Presentation Separation**: Content in Fluent, formatting in Nushell
|
||||
- **Maintainability**: Edit Fluent files, not Nushell code
|
||||
- **Hot-Reload Support**: Can update help text without recompilation
|
||||
- **Testing**: Help content testable independently from rendering
|
||||
- **Code Reduction**: 1303 lines → ~50 lines (wrapper) + ~700 lines (Fluent data)
|
||||
|
||||
### Negative
|
||||
|
||||
- **Tool Complexity**: Need Fluent parser and loader
|
||||
- **Fallback Chain Management**: Must handle missing translations gracefully
|
||||
- **Performance**: File I/O for loading translations (mitigated by caching)
|
||||
|
||||
## Integration Strategy
|
||||
|
||||
### Phase 1: Infrastructure & Extraction
|
||||
|
||||
- ✅ Create `provisioning/locales/` directory structure
|
||||
- ✅ Create `i18n-config.toml` with locale configuration
|
||||
- ✅ Extract strings to `en-US/help.ftl` (65 strings)
|
||||
- ✅ Create Spanish translations `es-ES/help.ftl`
|
||||
|
||||
### Phase 2: Integration (This Task)
|
||||
|
||||
- [ ] Modify `help_system.nu` to load from Fluent
|
||||
- [ ] Implement language detection (`$env.LANG`)
|
||||
- [ ] Implement fallback chain logic
|
||||
- [ ] Test with `LANG=en_US` and `LANG=es_ES`
|
||||
|
||||
### Phase 3: Validation & Documentation
|
||||
|
||||
- [ ] Comprehensive integration tests
|
||||
- [ ] Performance benchmarks
|
||||
- [ ] Documentation for adding new languages
|
||||
- [ ] Examples in provisioning/docs/
|
||||
|
||||
## Language Resolution Flow
|
||||
|
||||
```
|
||||
1. Check LANG environment variable
|
||||
LANG=es_ES.UTF-8 → extract "es_ES" or "es-ES"
|
||||
|
||||
2. Check if locale file exists
|
||||
provisioning/locales/es-ES/help.ftl exists? → YES
|
||||
|
||||
3. Load locale file
|
||||
Parse and extract help strings
|
||||
|
||||
4. On missing key:
|
||||
Check fallback chain in i18n-config.toml
|
||||
es-ES → en-US
|
||||
|
||||
5. Render with formatting
|
||||
Apply ANSI codes, boxes, alignment
|
||||
```
|
||||
|
||||
## Testing Strategy
|
||||
|
||||
### Unit Tests
|
||||
|
||||
```
|
||||
# Test language detection
|
||||
LANG=en_US provisioning help infrastructure
|
||||
# Expected: English output
|
||||
|
||||
LANG=es_ES provisioning help infrastructure
|
||||
# Expected: Spanish output
|
||||
|
||||
LANG=fr_FR provisioning help infrastructure
|
||||
# Expected: Fallback to English (fr-FR not available)
|
||||
```
|
||||
|
||||
## File Structure
|
||||
|
||||
```
|
||||
provisioning/
|
||||
├── locales/
|
||||
│ ├── i18n-config.toml # Locale metadata & fallback chains
|
||||
│ ├── en-US/
|
||||
│ │ └── help.ftl # 65 English help strings
|
||||
│ └── es-ES/
|
||||
│ └── help.ftl # 65 Spanish help strings
|
||||
└── core/nulib/main_provisioning/
|
||||
└── help_system.nu # ~50 lines (wrapper only)
|
||||
```
|
||||
|
||||
## Configuration
|
||||
|
||||
**i18n-config.toml** defines:
|
||||
|
||||
```
|
||||
[locales]
|
||||
default = "en-US"
|
||||
fallback = "en-US"
|
||||
|
||||
[locales.en-US]
|
||||
name = "English (United States)"
|
||||
|
||||
[locales.es-ES]
|
||||
name = "Spanish (Spain)"
|
||||
|
||||
[fallback_chains]
|
||||
es-ES = ["en-US"]
|
||||
```
|
||||
|
||||
## Related ADRs
|
||||
|
||||
- **ADR-010**: Configuration Format Strategy
|
||||
- **ADR-011**: Nickel Migration
|
||||
- **ADR-013**: TypeDialog Integration (forms also use Fluent)
|
||||
|
||||
## Open Questions
|
||||
|
||||
1. Should help strings support Fluent attributes for metadata?
|
||||
2. Should we implement Fluent caching for performance?
|
||||
3. How do we handle dynamic help (commands not in Fluent)?
|
||||
4. Should help system auto-update when Fluent files change?
|
||||
|
||||
## References
|
||||
|
||||
- Mozilla Fluent: [https://projectfluent.org/](https://projectfluent.org/)
|
||||
- Fluent Syntax: [https://projectfluent.org/fluent/guide/](https://projectfluent.org/fluent/guide/)
|
||||
- Nushell 0.109 Guidelines: `.claude/guidelines/nushell.md`
|
||||
- Current Help Implementation: `provisioning/core/nulib/main_provisioning/help_system.nu`
|
||||
- Fluent Files: `provisioning/locales/{en-US,es-ES}/help.ftl`
|
||||
|
||||
@ -0,0 +1,263 @@
|
||||
# ADR-019: Configuration Loader Modularization
|
||||
|
||||
**Status**: Proposed
|
||||
**Date**: 2026-01-13
|
||||
**Author**: Architecture Team
|
||||
**Supersedes**: Monolithic loader in `lib_provisioning/config/loader.nu`
|
||||
|
||||
## Context
|
||||
|
||||
The `lib_provisioning/config/loader.nu` file (2199 lines) is a monolithic implementation mixing multiple unrelated concerns:
|
||||
|
||||
```
|
||||
Current Structure (2199 lines):
|
||||
├─ Cache lookup/storage (300 lines)
|
||||
├─ Nickel evaluation (400 lines)
|
||||
├─ TOML/YAML parsing (250 lines)
|
||||
├─ Environment variable loading (200 lines)
|
||||
├─ Configuration hierarchy merging (400 lines)
|
||||
├─ Validation logic (250 lines)
|
||||
├─ Error handling (200 lines)
|
||||
└─ Helper utilities (150 lines)
|
||||
```
|
||||
|
||||
**Problems**:
|
||||
|
||||
1. **Single Responsibility Violation**: One file handling 7 different concerns
|
||||
2. **Testing Difficulty**: Can't test TOML parsing without cache setup
|
||||
3. **Change Amplification**: Modifying one component affects entire file
|
||||
4. **Code Reuse**: Hard to reuse individual loaders in other contexts
|
||||
5. **Maintenance Burden**: 2199 lines of tightly coupled code
|
||||
|
||||
## Problem Statement
|
||||
|
||||
**Metrics**:
|
||||
- 2199 lines in single file
|
||||
- 7 distinct responsibilities mixed together
|
||||
- Hard to test individual components
|
||||
- Changes in one area risk breaking others
|
||||
|
||||
## Decision
|
||||
|
||||
Implement **Layered Loader Architecture**: decompose monolithic loader into specialized, testable modules with a thin orchestrator.
|
||||
|
||||
### Target Architecture
|
||||
|
||||
```
|
||||
lib_provisioning/config/
|
||||
├── loader.nu # ORCHESTRATOR (< 300 lines)
|
||||
│ └─ Coordinates loading pipeline
|
||||
├── loaders/ # SPECIALIZED LOADERS
|
||||
│ ├── nickel_loader.nu # Nickel evaluation + cache (150 lines)
|
||||
│ ├── toml_loader.nu # TOML parsing (80 lines)
|
||||
│ ├── yaml_loader.nu # YAML parsing (80 lines)
|
||||
│ ├── env_loader.nu # Environment variables (100 lines)
|
||||
│ └── hierarchy.nu # Configuration merging (200 lines)
|
||||
├── cache/ # EXISTING - already modular
|
||||
│ ├── core.nu # Cache core
|
||||
│ ├── nickel.nu # Nickel-specific caching
|
||||
│ └── final.nu # Final config caching
|
||||
└── validation/ # EXTRACTED
|
||||
└── config_validator.nu # Validation rules (100 lines)
|
||||
```
|
||||
|
||||
### Module Responsibilities
|
||||
|
||||
**loader.nu (Orchestrator)**:
|
||||
- Define loading pipeline
|
||||
- Coordinate loaders
|
||||
- Handle high-level errors
|
||||
- Return final config
|
||||
|
||||
**nickel_loader.nu**:
|
||||
- Evaluate Nickel files
|
||||
- Apply Nickel type contracts
|
||||
- Cache Nickel evaluation results
|
||||
- Handle schema validation
|
||||
|
||||
**toml_loader.nu**:
|
||||
- Parse TOML configuration files
|
||||
- Extract key-value pairs
|
||||
- Validate TOML structure
|
||||
- Return parsed records
|
||||
|
||||
**yaml_loader.nu**:
|
||||
- Parse YAML configuration files
|
||||
- Convert to Nushell records
|
||||
- Handle YAML nesting
|
||||
- Return normalized records
|
||||
|
||||
**env_loader.nu**:
|
||||
- Load environment variables
|
||||
- Filter by prefix (PROVISIONING_*)
|
||||
- Override existing values
|
||||
- Return environment records
|
||||
|
||||
**hierarchy.nu**:
|
||||
- Merge multiple config sources
|
||||
- Apply precedence rules
|
||||
- Handle nested merging
|
||||
- Return unified config
|
||||
|
||||
**config_validator.nu**:
|
||||
- Validate against schema
|
||||
- Check required fields
|
||||
- Enforce type constraints
|
||||
- Return validation results
|
||||
|
||||
## Consequences
|
||||
|
||||
### Positive
|
||||
|
||||
- **Separation of Concerns**: Each module has single responsibility
|
||||
- **Testability**: Can unit test each loader independently
|
||||
- **Reusability**: Loaders can be used in other contexts
|
||||
- **Maintainability**: Changes isolated to specific module
|
||||
- **Debugging**: Easier to isolate issues
|
||||
- **Performance**: Can optimize individual loaders
|
||||
|
||||
### Negative
|
||||
|
||||
- **Increased Complexity**: More files to maintain
|
||||
- **Integration Overhead**: Must coordinate between modules
|
||||
- **Migration Effort**: Refactoring existing monolithic code
|
||||
|
||||
## Implementation Strategy
|
||||
|
||||
### Phase 1: Extract Specialized Loaders
|
||||
|
||||
Create each loader as independent module:
|
||||
|
||||
1. **toml_loader.nu**
|
||||
```nushell
|
||||
export def load-toml [path: string] {
|
||||
let content = (open $path)
|
||||
$content
|
||||
}
|
||||
```
|
||||
|
||||
2. **yaml_loader.nu**
|
||||
```nushell
|
||||
export def load-yaml [path: string] {
|
||||
let content = (open --raw $path | from yaml)
|
||||
$content
|
||||
}
|
||||
```
|
||||
|
||||
3. **env_loader.nu**
|
||||
```nushell
|
||||
export def load-environment [] {
|
||||
$env
|
||||
| to json
|
||||
| from json
|
||||
| select --contains "PROVISIONING_"
|
||||
}
|
||||
```
|
||||
|
||||
4. **hierarchy.nu**
|
||||
```nushell
|
||||
export def merge-configs [base override] {
|
||||
$base | merge $override
|
||||
}
|
||||
```
|
||||
|
||||
### Phase 2: Refactor Nickel Loader
|
||||
|
||||
Extract Nickel evaluation logic:
|
||||
|
||||
```
|
||||
export def evaluate-nickel [file: string] {
|
||||
let result = (
|
||||
do {
|
||||
^nickel export $file
|
||||
} | complete
|
||||
)
|
||||
|
||||
if $result.exit_code != 0 {
|
||||
error $result.stderr
|
||||
} else {
|
||||
$result.stdout | from json
|
||||
}
|
||||
}
|
||||
```
|
||||
|
||||
### Phase 3: Create Orchestrator
|
||||
|
||||
Implement thin loader.nu:
|
||||
|
||||
```
|
||||
export def load-provisioning-config [] {
|
||||
let env_config = (env-loader load-environment)
|
||||
let toml_config = (toml-loader load-toml "config.toml")
|
||||
let nickel_config = (nickel-loader evaluate-nickel "main.ncl")
|
||||
|
||||
let merged = (
|
||||
{}
|
||||
| hierarchy merge-configs $toml_config
|
||||
| hierarchy merge-configs $nickel_config
|
||||
| hierarchy merge-configs $env_config
|
||||
)
|
||||
|
||||
let validated = (config-validator validate $merged)
|
||||
$validated
|
||||
}
|
||||
```
|
||||
|
||||
### Phase 4: Testing
|
||||
|
||||
Create test for each module:
|
||||
|
||||
```
|
||||
tests/config/
|
||||
├── loaders/
|
||||
│ ├── test_nickel_loader.nu
|
||||
│ ├── test_toml_loader.nu
|
||||
│ ├── test_yaml_loader.nu
|
||||
│ ├── test_env_loader.nu
|
||||
│ └── test_hierarchy.nu
|
||||
└── test_orchestrator.nu
|
||||
```
|
||||
|
||||
## Performance Considerations
|
||||
|
||||
**Baseline**: Current monolithic loader ~500ms
|
||||
|
||||
**Layered Architecture**:
|
||||
- Individual loaders: ~50-100ms each
|
||||
- Orchestration: ~50ms
|
||||
- Total expected: ~400-500ms (within 5% tolerance)
|
||||
|
||||
**Optimization**:
|
||||
- Cache Nickel evaluation (largest cost)
|
||||
- Lazy load YAML (if rarely used)
|
||||
- Environment variable filtering
|
||||
|
||||
## Backward Compatibility
|
||||
|
||||
**Public API Unchanged**:
|
||||
```
|
||||
# Current usage (unchanged)
|
||||
let config = (load-provisioning-config)
|
||||
```
|
||||
|
||||
**Internal Only**: Refactoring is internal to loader module, no breaking changes to consumers.
|
||||
|
||||
## Related ADRs
|
||||
|
||||
- **ADR-010**: Configuration Format Strategy
|
||||
- **ADR-011**: Nickel Migration
|
||||
- **ADR-016**: Schema-Driven Accessor Generation
|
||||
|
||||
## Open Questions
|
||||
|
||||
1. Should each loader have its own cache layer?
|
||||
2. How do we handle circular dependencies between loaders?
|
||||
3. Should validation run after each loader or only at end?
|
||||
4. What's the rollback strategy if orchestration fails?
|
||||
|
||||
## References
|
||||
|
||||
- Current Implementation: `provisioning/core/nulib/lib_provisioning/config/loader.nu`
|
||||
- Cache System: `provisioning/core/nulib/lib_provisioning/config/cache/`
|
||||
- Nushell 0.109 Guidelines: `.claude/guidelines/nushell.md`
|
||||
|
||||
@ -0,0 +1,313 @@
|
||||
# ADR-020: Command Handler Domain Splitting
|
||||
|
||||
**Status**: Proposed
|
||||
**Date**: 2026-01-13
|
||||
**Author**: Architecture Team
|
||||
**Supersedes**: Monolithic command handlers in `main_provisioning/commands/`
|
||||
|
||||
## Context
|
||||
|
||||
Two large monolithic command handler files mix disparate domains:
|
||||
|
||||
**commands/utilities.nu** (1112 lines):
|
||||
- SSH operations (150 lines)
|
||||
- SOPS secret editing (200 lines)
|
||||
- Cache management (180 lines)
|
||||
- Provider listing (100 lines)
|
||||
- Plugin operations (150 lines)
|
||||
- Shell information (80 lines)
|
||||
- Guide system (120 lines)
|
||||
- QR code generation (50 lines)
|
||||
|
||||
**commands/integrations.nu** (1184 lines):
|
||||
- prov-ecosystem bridge (400 lines)
|
||||
- provctl integration (350 lines)
|
||||
- External API calls (434 lines)
|
||||
|
||||
**Problem Statement**:
|
||||
|
||||
1. **Mixed Concerns**: Each file handles 7-10 unrelated domains
|
||||
2. **Navigation Difficulty**: Hard to find specific functionality
|
||||
3. **Testing Complexity**: Can't test SSH without SOPS setup
|
||||
4. **Reusability**: Command logic locked in monolithic files
|
||||
5. **Maintenance Burden**: Changes in one domain affect entire file
|
||||
|
||||
## Decision
|
||||
|
||||
Implement **Domain-Based Command Modules**: split monolithic handlers into focused domain modules organized by responsibility.
|
||||
|
||||
### Target Architecture
|
||||
|
||||
```
|
||||
main_provisioning/commands/
|
||||
├── dispatcher.nu # Routes commands to domain handlers
|
||||
├── utilities/ # Split by domain
|
||||
│ ├── ssh.nu # SSH operations (150 lines)
|
||||
│ ├── sops.nu # SOPS editing (200 lines)
|
||||
│ ├── cache.nu # Cache management (180 lines)
|
||||
│ ├── providers.nu # Provider listing (100 lines)
|
||||
│ ├── plugins.nu # Plugin operations (150 lines)
|
||||
│ ├── shell.nu # Shell information (80 lines)
|
||||
│ ├── guides.nu # Guide system (120 lines)
|
||||
│ └── qr.nu # QR code generation (50 lines)
|
||||
└── integrations/ # Split by integration
|
||||
├── prov_ecosystem.nu # Prov-ecosystem bridge (400 lines)
|
||||
├── provctl.nu # Provctl integration (350 lines)
|
||||
└── external_apis.nu # External API calls (434 lines)
|
||||
```
|
||||
|
||||
### Module Organization
|
||||
|
||||
**utilities/ssh.nu**:
|
||||
- SSH connection management
|
||||
- Key management
|
||||
- Remote command execution
|
||||
- Connection pooling
|
||||
|
||||
**utilities/sops.nu**:
|
||||
- SOPS secret file editing
|
||||
- Encryption/decryption
|
||||
- Key rotation
|
||||
- Secret validation
|
||||
|
||||
**utilities/cache.nu**:
|
||||
- Cache lookup
|
||||
- Cache invalidation
|
||||
- Cache statistics
|
||||
- Cleanup operations
|
||||
|
||||
**utilities/providers.nu**:
|
||||
- List available providers
|
||||
- Provider capabilities
|
||||
- Provider health check
|
||||
- Provider registration
|
||||
|
||||
**utilities/plugins.nu**:
|
||||
- Plugin discovery
|
||||
- Plugin loading
|
||||
- Plugin execution
|
||||
- Plugin management
|
||||
|
||||
**utilities/shell.nu**:
|
||||
- Nushell info
|
||||
- Shell configuration
|
||||
- Environment variables
|
||||
- Shell capabilities
|
||||
|
||||
**utilities/guides.nu**:
|
||||
- Guide listing
|
||||
- Guide rendering
|
||||
- Guide search
|
||||
- Interactive guides
|
||||
|
||||
**utilities/qr.nu**:
|
||||
- QR code generation
|
||||
- QR code display
|
||||
- Code formatting
|
||||
- Error handling
|
||||
|
||||
**integrations/prov_ecosystem.nu**:
|
||||
- Prov-ecosystem API calls
|
||||
- Data synchronization
|
||||
- Registry integration
|
||||
- Extension discovery
|
||||
|
||||
**integrations/provctl.nu**:
|
||||
- Provctl command bridge
|
||||
- Orchestrator integration
|
||||
- Workflow execution
|
||||
- Status monitoring
|
||||
|
||||
**integrations/external_apis.nu**:
|
||||
- Third-party API integration
|
||||
- HTTP calls
|
||||
- Data transformation
|
||||
- Error handling
|
||||
|
||||
## Consequences
|
||||
|
||||
### Positive
|
||||
|
||||
- **Single Responsibility**: Each module handles one domain
|
||||
- **Easier Navigation**: Find functionality by domain name
|
||||
- **Testable**: Can test SSH independently from SOPS
|
||||
- **Maintainable**: Changes isolated to domain module
|
||||
- **Reusable**: Modules can be imported by other components
|
||||
- **Scalable**: Easy to add new domains
|
||||
|
||||
### Negative
|
||||
|
||||
- **More Files**: 11 modules vs 2 monolithic files
|
||||
- **Import Overhead**: More module imports needed
|
||||
- **Coordination Complexity**: Dispatcher must route correctly
|
||||
|
||||
## Implementation Strategy
|
||||
|
||||
### Phase 1: Extract Utilities Domain
|
||||
|
||||
Create `utilities/` directory with 8 modules:
|
||||
|
||||
1. **utilities/ssh.nu** - Extract SSH operations
|
||||
2. **utilities/sops.nu** - Extract SOPS operations
|
||||
3. **utilities/cache.nu** - Extract cache operations
|
||||
4. **utilities/providers.nu** - Extract provider operations
|
||||
5. **utilities/plugins.nu** - Extract plugin operations
|
||||
6. **utilities/shell.nu** - Extract shell operations
|
||||
7. **utilities/guides.nu** - Extract guide operations
|
||||
8. **utilities/qr.nu** - Extract QR operations
|
||||
|
||||
### Phase 2: Extract Integrations Domain
|
||||
|
||||
Create `integrations/` directory with 3 modules:
|
||||
|
||||
1. **integrations/prov_ecosystem.nu** - Extract prov-ecosystem
|
||||
2. **integrations/provctl.nu** - Extract provctl
|
||||
3. **integrations/external_apis.nu** - Extract external APIs
|
||||
|
||||
### Phase 3: Create Dispatcher
|
||||
|
||||
Implement `dispatcher.nu`:
|
||||
|
||||
```
|
||||
export def provision-ssh [args] {
|
||||
use ./utilities/ssh.nu *
|
||||
handle-ssh-command $args
|
||||
}
|
||||
|
||||
export def provision-sops [args] {
|
||||
use ./utilities/sops.nu *
|
||||
handle-sops-command $args
|
||||
}
|
||||
|
||||
export def provision-cache [args] {
|
||||
use ./utilities/cache.nu *
|
||||
handle-cache-command $args
|
||||
}
|
||||
```
|
||||
|
||||
### Phase 4: Maintain Backward Compatibility
|
||||
|
||||
Keep public exports in original files for compatibility:
|
||||
|
||||
```
|
||||
# commands/utilities.nu (compatibility layer)
|
||||
use ./utilities/ssh.nu *
|
||||
use ./utilities/sops.nu *
|
||||
use ./utilities/cache.nu *
|
||||
|
||||
# Re-export all functions (unchanged public API)
|
||||
export use ./utilities/ssh.nu
|
||||
export use ./utilities/sops.nu
|
||||
```
|
||||
|
||||
### Phase 5: Testing
|
||||
|
||||
Create test structure:
|
||||
|
||||
```
|
||||
tests/commands/
|
||||
├── utilities/
|
||||
│ ├── test_ssh.nu
|
||||
│ ├── test_sops.nu
|
||||
│ ├── test_cache.nu
|
||||
│ ├── test_providers.nu
|
||||
│ ├── test_plugins.nu
|
||||
│ ├── test_shell.nu
|
||||
│ ├── test_guides.nu
|
||||
│ └── test_qr.nu
|
||||
└── integrations/
|
||||
├── test_prov_ecosystem.nu
|
||||
├── test_provctl.nu
|
||||
└── test_external_apis.nu
|
||||
```
|
||||
|
||||
## Module Interface Example
|
||||
|
||||
**utilities/ssh.nu**:
|
||||
|
||||
```
|
||||
# Connect to remote host
|
||||
export def ssh-connect [host: string --port: int = 22] {
|
||||
# Implementation
|
||||
}
|
||||
|
||||
# Execute remote command
|
||||
export def ssh-exec [host: string command: string] {
|
||||
# Implementation
|
||||
}
|
||||
|
||||
# Close SSH connection
|
||||
export def ssh-close [host: string] {
|
||||
# Implementation
|
||||
}
|
||||
```
|
||||
|
||||
## File Structure
|
||||
|
||||
```
|
||||
main_provisioning/commands/
|
||||
├── dispatcher.nu # Route to domain handlers
|
||||
├── utilities/
|
||||
│ ├── mod.nu # Utilities module index
|
||||
│ ├── ssh.nu # 150 lines
|
||||
│ ├── sops.nu # 200 lines
|
||||
│ ├── cache.nu # 180 lines
|
||||
│ ├── providers.nu # 100 lines
|
||||
│ ├── plugins.nu # 150 lines
|
||||
│ ├── shell.nu # 80 lines
|
||||
│ ├── guides.nu # 120 lines
|
||||
│ └── qr.nu # 50 lines
|
||||
├── integrations/
|
||||
│ ├── mod.nu # Integrations module index
|
||||
│ ├── prov_ecosystem.nu # 400 lines
|
||||
│ ├── provctl.nu # 350 lines
|
||||
│ └── external_apis.nu # 434 lines
|
||||
└── README.md # Command routing guide
|
||||
```
|
||||
|
||||
## CLI Interface (Unchanged)
|
||||
|
||||
Users see no change in CLI:
|
||||
|
||||
```
|
||||
provisioning ssh host.example.com
|
||||
provisioning sops edit config.yaml
|
||||
provisioning cache clear
|
||||
provisioning list providers
|
||||
provisioning guide from-scratch
|
||||
```
|
||||
|
||||
## Backward Compatibility Strategy
|
||||
|
||||
**Import Path Options**:
|
||||
|
||||
```
|
||||
# Option 1: Import from domain module (new way)
|
||||
use ./utilities/ssh.nu *
|
||||
connect $host
|
||||
|
||||
# Option 2: Import from compatibility layer (old way)
|
||||
use ./utilities.nu *
|
||||
connect $host
|
||||
```
|
||||
|
||||
Both paths work without breaking existing code.
|
||||
|
||||
## Related ADRs
|
||||
|
||||
- **ADR-006**: Provisioning CLI Refactoring
|
||||
- **ADR-012**: Nushell/Nickel Plugin CLI Wrapper
|
||||
|
||||
## Open Questions
|
||||
|
||||
1. Should we create a module registry for discoverability?
|
||||
2. Should domain modules be loadable as plugins?
|
||||
3. How do we handle shared utilities between domains?
|
||||
4. Should we implement hot-reloading for domain modules?
|
||||
|
||||
## References
|
||||
|
||||
- Current Implementation: `provisioning/core/nulib/main_provisioning/commands/`
|
||||
- Nushell 0.109 Guidelines: `.claude/guidelines/nushell.md`
|
||||
- Module System: Nushell module documentation
|
||||
|
||||
@ -43,7 +43,7 @@ The Provisioning Platform is a modern, cloud-native infrastructure automation sy
|
||||
|
||||
### Architecture at a Glance
|
||||
|
||||
```plaintext
|
||||
```
|
||||
┌─────────────────────────────────────────────────────────────────────┐
|
||||
│ Provisioning Platform │
|
||||
├─────────────────────────────────────────────────────────────────────┤
|
||||
@ -93,7 +93,7 @@ The Provisioning Platform is a modern, cloud-native infrastructure automation sy
|
||||
|
||||
### High-Level Architecture
|
||||
|
||||
```plaintext
|
||||
```
|
||||
┌────────────────────────────────────────────────────────────────────────────┐
|
||||
│ PRESENTATION LAYER │
|
||||
├────────────────────────────────────────────────────────────────────────────┤
|
||||
@ -191,7 +191,7 @@ The system is organized into three separate repositories:
|
||||
|
||||
#### **provisioning-core**
|
||||
|
||||
```plaintext
|
||||
```
|
||||
Core system functionality
|
||||
├── CLI interface (Nushell entry point)
|
||||
├── Core libraries (lib_provisioning)
|
||||
@ -205,7 +205,7 @@ Core system functionality
|
||||
|
||||
#### **provisioning-extensions**
|
||||
|
||||
```plaintext
|
||||
```
|
||||
All provider, taskserv, cluster extensions
|
||||
├── providers/
|
||||
│ ├── aws/
|
||||
@ -229,7 +229,7 @@ All provider, taskserv, cluster extensions
|
||||
|
||||
#### **provisioning-platform**
|
||||
|
||||
```plaintext
|
||||
```
|
||||
Platform services
|
||||
├── orchestrator/ (Rust)
|
||||
├── control-center/ (Rust/Yew)
|
||||
@ -255,7 +255,7 @@ Platform services
|
||||
|
||||
**Architecture**:
|
||||
|
||||
```plaintext
|
||||
```
|
||||
Main CLI (211 lines)
|
||||
↓
|
||||
Command Dispatcher (264 lines)
|
||||
@ -281,7 +281,7 @@ Domain Handlers (7 modules)
|
||||
|
||||
**Hierarchical Loading**:
|
||||
|
||||
```plaintext
|
||||
```
|
||||
1. System defaults (config.defaults.toml)
|
||||
2. User config (~/.provisioning/config.user.toml)
|
||||
3. Workspace config (workspace/config/provisioning.yaml)
|
||||
@ -303,7 +303,7 @@ Domain Handlers (7 modules)
|
||||
|
||||
**Architecture**:
|
||||
|
||||
```rust
|
||||
```
|
||||
src/
|
||||
├── main.rs // Entry point
|
||||
├── api/
|
||||
@ -342,7 +342,7 @@ src/
|
||||
|
||||
**Workflow Types**:
|
||||
|
||||
```plaintext
|
||||
```
|
||||
workflows/
|
||||
├── server_create.nu // Server provisioning
|
||||
├── taskserv.nu // Task service management
|
||||
@ -371,7 +371,7 @@ workflows/
|
||||
|
||||
**Extension Structure**:
|
||||
|
||||
```plaintext
|
||||
```
|
||||
extension-name/
|
||||
├── schemas/
|
||||
│ ├── main.ncl // Main schema
|
||||
@ -401,7 +401,7 @@ Each extension packaged as OCI artifact:
|
||||
|
||||
**Module System**:
|
||||
|
||||
```bash
|
||||
```
|
||||
# Discover available extensions
|
||||
provisioning module discover taskservs
|
||||
|
||||
@ -414,7 +414,7 @@ provisioning module list taskserv my-workspace
|
||||
|
||||
**Layer System** (Configuration Inheritance):
|
||||
|
||||
```plaintext
|
||||
```
|
||||
Layer 1: Core (provisioning/extensions/{type}/{name})
|
||||
↓
|
||||
Layer 2: Workspace (workspace/extensions/{type}/{name})
|
||||
@ -438,7 +438,7 @@ Layer 3: Infrastructure (workspace/infra/{infra}/extensions/{type}/{name})
|
||||
|
||||
**Example**:
|
||||
|
||||
```nickel
|
||||
```
|
||||
let { TaskservDependencies } = import "provisioning/dependencies.ncl" in
|
||||
{
|
||||
kubernetes = TaskservDependencies {
|
||||
@ -467,7 +467,7 @@ let { TaskservDependencies } = import "provisioning/dependencies.ncl" in
|
||||
|
||||
**Lifecycle Management**:
|
||||
|
||||
```bash
|
||||
```
|
||||
# Start all auto-start services
|
||||
provisioning platform start
|
||||
|
||||
@ -485,7 +485,7 @@ provisioning platform logs orchestrator --follow
|
||||
|
||||
**Architecture**:
|
||||
|
||||
```plaintext
|
||||
```
|
||||
User Command (CLI)
|
||||
↓
|
||||
Test Orchestrator (Rust)
|
||||
@ -520,7 +520,7 @@ The platform supports four operational modes that adapt the system from individu
|
||||
|
||||
### Mode Comparison
|
||||
|
||||
```plaintext
|
||||
```
|
||||
┌───────────────────────────────────────────────────────────────────────┐
|
||||
│ MODE ARCHITECTURE │
|
||||
├───────────────┬───────────────┬───────────────┬───────────────────────┤
|
||||
@ -562,7 +562,7 @@ The platform supports four operational modes that adapt the system from individu
|
||||
|
||||
**Switching Modes**:
|
||||
|
||||
```bash
|
||||
```
|
||||
# Check current mode
|
||||
provisioning mode current
|
||||
|
||||
@ -577,7 +577,7 @@ provisioning mode validate enterprise
|
||||
|
||||
#### Solo Mode
|
||||
|
||||
```bash
|
||||
```
|
||||
# 1. Default mode, no setup needed
|
||||
provisioning workspace init
|
||||
|
||||
@ -590,7 +590,7 @@ provisioning server create
|
||||
|
||||
#### Multi-User Mode
|
||||
|
||||
```bash
|
||||
```
|
||||
# 1. Switch mode and authenticate
|
||||
provisioning mode switch multi-user
|
||||
provisioning auth login
|
||||
@ -609,7 +609,7 @@ provisioning workspace unlock my-infra
|
||||
|
||||
#### CI/CD Mode
|
||||
|
||||
```yaml
|
||||
```
|
||||
# GitLab CI
|
||||
deploy:
|
||||
stage: deploy
|
||||
@ -626,7 +626,7 @@ deploy:
|
||||
|
||||
#### Enterprise Mode
|
||||
|
||||
```bash
|
||||
```
|
||||
# 1. Switch to enterprise, verify K8s
|
||||
provisioning mode switch enterprise
|
||||
kubectl get pods -n provisioning-system
|
||||
@ -654,7 +654,7 @@ provisioning workspace unlock prod-deployment
|
||||
|
||||
### Service Communication
|
||||
|
||||
```plaintext
|
||||
```
|
||||
┌──────────────────────────────────────────────────────────────────────┐
|
||||
│ NETWORK LAYER │
|
||||
├──────────────────────────────────────────────────────────────────────┤
|
||||
@ -732,7 +732,7 @@ provisioning workspace unlock prod-deployment
|
||||
|
||||
### Data Storage
|
||||
|
||||
```plaintext
|
||||
```
|
||||
┌────────────────────────────────────────────────────────────────┐
|
||||
│ DATA LAYER │
|
||||
├────────────────────────────────────────────────────────────────┤
|
||||
@ -813,7 +813,7 @@ provisioning workspace unlock prod-deployment
|
||||
|
||||
**Configuration Loading**:
|
||||
|
||||
```plaintext
|
||||
```
|
||||
1. Load system defaults (config.defaults.toml)
|
||||
2. Merge user config (~/.provisioning/config.user.toml)
|
||||
3. Load workspace config (workspace/config/provisioning.yaml)
|
||||
@ -824,7 +824,7 @@ provisioning workspace unlock prod-deployment
|
||||
|
||||
**State Persistence**:
|
||||
|
||||
```plaintext
|
||||
```
|
||||
Workflow execution
|
||||
↓
|
||||
Create checkpoint (JSON)
|
||||
@ -836,7 +836,7 @@ On failure, load checkpoint and resume
|
||||
|
||||
**OCI Artifact Flow**:
|
||||
|
||||
```plaintext
|
||||
```
|
||||
1. Package extension (oci-package.nu)
|
||||
2. Push to OCI registry (provisioning oci push)
|
||||
3. Extension stored as OCI artifact
|
||||
@ -850,7 +850,7 @@ On failure, load checkpoint and resume
|
||||
|
||||
### Security Layers
|
||||
|
||||
```plaintext
|
||||
```
|
||||
┌─────────────────────────────────────────────────────────────────┐
|
||||
│ SECURITY ARCHITECTURE │
|
||||
├─────────────────────────────────────────────────────────────────┤
|
||||
@ -921,7 +921,7 @@ On failure, load checkpoint and resume
|
||||
|
||||
**SOPS Integration**:
|
||||
|
||||
```bash
|
||||
```
|
||||
# Edit encrypted file
|
||||
provisioning sops workspace/secrets/keys.yaml.enc
|
||||
|
||||
@ -931,7 +931,7 @@ provisioning sops workspace/secrets/keys.yaml.enc
|
||||
|
||||
**KMS Integration** (Enterprise):
|
||||
|
||||
```yaml
|
||||
```
|
||||
# workspace/config/provisioning.yaml
|
||||
secrets:
|
||||
provider: "kms"
|
||||
@ -945,7 +945,7 @@ secrets:
|
||||
|
||||
**CI/CD Mode** (Required):
|
||||
|
||||
```bash
|
||||
```
|
||||
# Sign OCI artifact
|
||||
cosign sign oci://registry/kubernetes:1.28.0
|
||||
|
||||
@ -955,7 +955,7 @@ cosign verify oci://registry/kubernetes:1.28.0
|
||||
|
||||
**Enterprise Mode** (Mandatory):
|
||||
|
||||
```bash
|
||||
```
|
||||
# Pull with verification
|
||||
provisioning extension pull kubernetes --verify-signature
|
||||
|
||||
@ -970,7 +970,7 @@ provisioning extension pull kubernetes --verify-signature
|
||||
|
||||
#### 1. **Binary Deployment** (Solo, Multi-user)
|
||||
|
||||
```plaintext
|
||||
```
|
||||
User Machine
|
||||
├── ~/.provisioning/bin/
|
||||
│ ├── provisioning-orchestrator
|
||||
@ -986,7 +986,7 @@ User Machine
|
||||
|
||||
#### 2. **Docker Deployment** (Multi-user, CI/CD)
|
||||
|
||||
```plaintext
|
||||
```
|
||||
Docker Daemon
|
||||
├── Container: provisioning-orchestrator
|
||||
├── Container: provisioning-control-center
|
||||
@ -1001,7 +1001,7 @@ Docker Daemon
|
||||
|
||||
#### 3. **Docker Compose Deployment** (Multi-user)
|
||||
|
||||
```yaml
|
||||
```
|
||||
# provisioning/platform/docker-compose.yaml
|
||||
services:
|
||||
orchestrator:
|
||||
@ -1039,7 +1039,7 @@ services:
|
||||
|
||||
#### 4. **Kubernetes Deployment** (CI/CD, Enterprise)
|
||||
|
||||
```yaml
|
||||
```
|
||||
# Namespace: provisioning-system
|
||||
apiVersion: apps/v1
|
||||
kind: Deployment
|
||||
@ -1085,7 +1085,7 @@ spec:
|
||||
|
||||
#### 5. **Remote Deployment** (All modes)
|
||||
|
||||
```yaml
|
||||
```
|
||||
# Connect to remotely-running services
|
||||
services:
|
||||
orchestrator:
|
||||
@ -1108,7 +1108,7 @@ services:
|
||||
|
||||
#### 1. **Hybrid Language Integration** (Rust ↔ Nushell)
|
||||
|
||||
```plaintext
|
||||
```
|
||||
Rust Orchestrator
|
||||
↓ (HTTP API)
|
||||
Nushell CLI
|
||||
@ -1124,7 +1124,7 @@ File-based Task Queue
|
||||
|
||||
#### 2. **Provider Abstraction**
|
||||
|
||||
```plaintext
|
||||
```
|
||||
Unified Provider Interface
|
||||
├── create_server(config) -> Server
|
||||
├── delete_server(id) -> bool
|
||||
@ -1139,7 +1139,7 @@ Provider Implementations:
|
||||
|
||||
#### 3. **OCI Registry Integration**
|
||||
|
||||
```plaintext
|
||||
```
|
||||
Extension Development
|
||||
↓
|
||||
Package (oci-package.nu)
|
||||
@ -1157,7 +1157,7 @@ Load into Workspace
|
||||
|
||||
#### 4. **Gitea Integration** (Multi-user, Enterprise)
|
||||
|
||||
```plaintext
|
||||
```
|
||||
Workspace Operations
|
||||
↓
|
||||
Check Lock Status (Gitea API)
|
||||
@ -1179,7 +1179,7 @@ Release Lock (Delete lock file)
|
||||
|
||||
#### 5. **CoreDNS Integration**
|
||||
|
||||
```plaintext
|
||||
```
|
||||
Service Registration
|
||||
↓
|
||||
Update CoreDNS Corefile
|
||||
|
||||
@ -86,7 +86,7 @@ Original comprehensive loader that handles:
|
||||
|
||||
## Module Dependency Graph
|
||||
|
||||
```plaintext
|
||||
```
|
||||
Help/Status Commands
|
||||
↓
|
||||
loader-lazy.nu
|
||||
@ -110,7 +110,7 @@ loader.nu (full configuration)
|
||||
|
||||
### Fast Path (Help Commands)
|
||||
|
||||
```nushell
|
||||
```
|
||||
# Uses minimal loader - 23ms
|
||||
./provisioning help infrastructure
|
||||
./provisioning workspace list
|
||||
@ -119,7 +119,7 @@ loader.nu (full configuration)
|
||||
|
||||
### Medium Path (Status Operations)
|
||||
|
||||
```nushell
|
||||
```
|
||||
# Uses minimal loader with some full config - ~50ms
|
||||
./provisioning status
|
||||
./provisioning workspace active
|
||||
@ -128,7 +128,7 @@ loader.nu (full configuration)
|
||||
|
||||
### Full Path (Infrastructure Operations)
|
||||
|
||||
```nushell
|
||||
```
|
||||
# Uses full loader - ~150ms
|
||||
./provisioning server create --infra myinfra
|
||||
./provisioning taskserv create kubernetes
|
||||
@ -139,7 +139,7 @@ loader.nu (full configuration)
|
||||
|
||||
### Lazy Loading Decision Logic
|
||||
|
||||
```nushell
|
||||
```
|
||||
# In loader-lazy.nu
|
||||
let is_fast_command = (
|
||||
$command == "help" or
|
||||
@ -160,7 +160,7 @@ if $is_fast_command {
|
||||
|
||||
The minimal loader returns a lightweight config record:
|
||||
|
||||
```nushell
|
||||
```
|
||||
{
|
||||
workspace: {
|
||||
name: "librecloud"
|
||||
@ -247,7 +247,7 @@ Only add if:
|
||||
|
||||
### Performance Testing
|
||||
|
||||
```bash
|
||||
```
|
||||
# Benchmark minimal loader
|
||||
time nu -n -c "use loader-minimal.nu *; get-active-workspace"
|
||||
|
||||
|
||||
@ -13,7 +13,7 @@ Control-Center uses **SurrealDB with kv-mem backend**, an embedded in-memory dat
|
||||
|
||||
### Database Configuration
|
||||
|
||||
```toml
|
||||
```
|
||||
[database]
|
||||
url = "memory" # In-memory backend
|
||||
namespace = "control_center"
|
||||
@ -24,7 +24,7 @@ database = "main"
|
||||
|
||||
**Production Alternative**: Switch to remote WebSocket connection for persistent storage:
|
||||
|
||||
```toml
|
||||
```
|
||||
[database]
|
||||
url = "ws://localhost:8000"
|
||||
namespace = "control_center"
|
||||
@ -79,7 +79,7 @@ Control-Center also supports (via Cargo.toml dependencies):
|
||||
|
||||
Orchestrator uses simple file-based storage by default:
|
||||
|
||||
```toml
|
||||
```
|
||||
[orchestrator.storage]
|
||||
type = "filesystem" # Default
|
||||
backend_path = "{{orchestrator.paths.data_dir}}/queue.rkvs"
|
||||
@ -87,7 +87,7 @@ backend_path = "{{orchestrator.paths.data_dir}}/queue.rkvs"
|
||||
|
||||
**Resolved Path**:
|
||||
|
||||
```plaintext
|
||||
```
|
||||
{{workspace.path}}/.orchestrator/data/queue.rkvs
|
||||
```
|
||||
|
||||
@ -95,7 +95,7 @@ backend_path = "{{orchestrator.paths.data_dir}}/queue.rkvs"
|
||||
|
||||
For production deployments, switch to SurrealDB:
|
||||
|
||||
```toml
|
||||
```
|
||||
[orchestrator.storage]
|
||||
type = "surrealdb-server" # or surrealdb-embedded
|
||||
|
||||
@ -115,7 +115,7 @@ password = "secret"
|
||||
|
||||
All services load configuration in this order (priority: low → high):
|
||||
|
||||
```plaintext
|
||||
```
|
||||
1. System Defaults provisioning/config/config.defaults.toml
|
||||
2. Service Defaults provisioning/platform/{service}/config.defaults.toml
|
||||
3. Workspace Config workspace/{name}/config/provisioning.yaml
|
||||
@ -128,7 +128,7 @@ All services load configuration in this order (priority: low → high):
|
||||
|
||||
Configs support dynamic variable interpolation:
|
||||
|
||||
```toml
|
||||
```
|
||||
[paths]
|
||||
base = "/Users/Akasha/project-provisioning/provisioning"
|
||||
data_dir = "{{paths.base}}/data" # Resolves to: /Users/.../data
|
||||
@ -175,7 +175,7 @@ All services use workspace-aware paths:
|
||||
|
||||
**Orchestrator**:
|
||||
|
||||
```toml
|
||||
```
|
||||
[orchestrator.paths]
|
||||
base = "{{workspace.path}}/.orchestrator"
|
||||
data_dir = "{{orchestrator.paths.base}}/data"
|
||||
@ -185,7 +185,7 @@ queue_dir = "{{orchestrator.paths.data_dir}}/queue"
|
||||
|
||||
**Control-Center**:
|
||||
|
||||
```toml
|
||||
```
|
||||
[paths]
|
||||
base = "{{workspace.path}}/.control-center"
|
||||
data_dir = "{{paths.base}}/data"
|
||||
@ -194,7 +194,7 @@ logs_dir = "{{paths.base}}/logs"
|
||||
|
||||
**Result** (workspace: `workspace-librecloud`):
|
||||
|
||||
```plaintext
|
||||
```
|
||||
workspace-librecloud/
|
||||
├── .orchestrator/
|
||||
│ ├── data/
|
||||
@ -214,7 +214,7 @@ Any config value can be overridden via environment variables:
|
||||
|
||||
### Control-Center
|
||||
|
||||
```bash
|
||||
```
|
||||
# Override server port
|
||||
export CONTROL_CENTER_SERVER_PORT=8081
|
||||
|
||||
@ -227,7 +227,7 @@ export CONTROL_CENTER_JWT_ISSUER="my-issuer"
|
||||
|
||||
### Orchestrator
|
||||
|
||||
```bash
|
||||
```
|
||||
# Override orchestrator port
|
||||
export ORCHESTRATOR_SERVER_PORT=8080
|
||||
|
||||
@ -241,7 +241,7 @@ export ORCHESTRATOR_QUEUE_MAX_CONCURRENT_TASKS=10
|
||||
|
||||
### Naming Convention
|
||||
|
||||
```plaintext
|
||||
```
|
||||
{SERVICE}_{SECTION}_{KEY} = value
|
||||
```
|
||||
|
||||
@ -259,7 +259,7 @@ export ORCHESTRATOR_QUEUE_MAX_CONCURRENT_TASKS=10
|
||||
|
||||
**Container paths** (resolved inside container):
|
||||
|
||||
```toml
|
||||
```
|
||||
[paths]
|
||||
base = "/app/provisioning"
|
||||
data_dir = "/data" # Mounted volume
|
||||
@ -268,7 +268,7 @@ logs_dir = "/var/log/orchestrator" # Mounted volume
|
||||
|
||||
**Docker Compose volumes**:
|
||||
|
||||
```yaml
|
||||
```
|
||||
services:
|
||||
orchestrator:
|
||||
volumes:
|
||||
@ -289,7 +289,7 @@ volumes:
|
||||
|
||||
**Host paths** (macOS/Linux):
|
||||
|
||||
```toml
|
||||
```
|
||||
[paths]
|
||||
base = "/Users/Akasha/project-provisioning/provisioning"
|
||||
data_dir = "{{workspace.path}}/.orchestrator/data"
|
||||
@ -302,7 +302,7 @@ logs_dir = "{{workspace.path}}/.orchestrator/logs"
|
||||
|
||||
Check current configuration:
|
||||
|
||||
```bash
|
||||
```
|
||||
# Show effective configuration
|
||||
provisioning env
|
||||
|
||||
@ -322,7 +322,7 @@ PROVISIONING_DEBUG=true ./orchestrator --show-config
|
||||
|
||||
**Cosmian KMS** uses its own database (when deployed):
|
||||
|
||||
```bash
|
||||
```
|
||||
# KMS database location (Docker)
|
||||
/data/kms.db # SQLite database inside KMS container
|
||||
|
||||
@ -332,7 +332,7 @@ PROVISIONING_DEBUG=true ./orchestrator --show-config
|
||||
|
||||
KMS also integrates with Control-Center's KMS hybrid backend (local + remote):
|
||||
|
||||
```toml
|
||||
```
|
||||
[kms]
|
||||
mode = "hybrid" # local, remote, or hybrid
|
||||
|
||||
|
||||
@ -32,7 +32,7 @@ without code changes. Hardcoded values defeat the purpose of IaC and create main
|
||||
|
||||
**Example**:
|
||||
|
||||
```toml
|
||||
```
|
||||
# ✅ PAP Compliant - Configuration-driven
|
||||
[providers.aws]
|
||||
regions = ["us-west-2", "us-east-1"]
|
||||
@ -62,7 +62,7 @@ configuration management and domain-specific operations.
|
||||
|
||||
**Language Responsibility Matrix**:
|
||||
|
||||
```plaintext
|
||||
```
|
||||
Rust Layer:
|
||||
├── Workflow orchestration and coordination
|
||||
├── REST API servers and HTTP endpoints
|
||||
@ -111,7 +111,7 @@ flexibility while maintaining predictability.
|
||||
|
||||
**Domain Organization**:
|
||||
|
||||
```plaintext
|
||||
```
|
||||
├── core/ # Core system and library functions
|
||||
├── platform/ # High-performance coordination layer
|
||||
├── provisioning/ # Main business logic with providers and services
|
||||
@ -160,7 +160,7 @@ evolution.
|
||||
|
||||
**Recovery Strategies**:
|
||||
|
||||
```plaintext
|
||||
```
|
||||
Operation Level:
|
||||
├── Atomic operations with rollback
|
||||
├── Retry logic with exponential backoff
|
||||
@ -203,7 +203,7 @@ gains.
|
||||
|
||||
**Security Implementation**:
|
||||
|
||||
```plaintext
|
||||
```
|
||||
Authentication & Authorization:
|
||||
├── API authentication for external access
|
||||
├── Role-based access control for operations
|
||||
@ -234,7 +234,7 @@ the system.
|
||||
|
||||
**Testing Strategy**:
|
||||
|
||||
```plaintext
|
||||
```
|
||||
Unit Testing:
|
||||
├── Configuration validation tests
|
||||
├── Individual component tests
|
||||
@ -272,7 +272,7 @@ System Testing:
|
||||
|
||||
**Error Categories**:
|
||||
|
||||
```plaintext
|
||||
```
|
||||
Configuration Errors:
|
||||
├── Invalid configuration syntax
|
||||
├── Missing required configuration
|
||||
@ -300,7 +300,7 @@ System Errors:
|
||||
|
||||
**Observability Implementation**:
|
||||
|
||||
```plaintext
|
||||
```
|
||||
Logging:
|
||||
├── Structured JSON logging
|
||||
├── Configurable log levels
|
||||
@ -358,7 +358,7 @@ Monitoring:
|
||||
|
||||
**Debt Management Strategy**:
|
||||
|
||||
```plaintext
|
||||
```
|
||||
Assessment:
|
||||
├── Regular code quality reviews
|
||||
├── Performance profiling and optimization
|
||||
@ -382,7 +382,7 @@ Improvement:
|
||||
|
||||
**Trade-off Categories**:
|
||||
|
||||
```plaintext
|
||||
```
|
||||
Performance vs. Maintainability:
|
||||
├── Rust coordination layer for performance
|
||||
├── Nushell business logic for maintainability
|
||||
|
||||
@ -19,7 +19,7 @@ This document describes the **hybrid selective integration** of prov-ecosystem a
|
||||
|
||||
### Three-Layer Integration
|
||||
|
||||
```plaintext
|
||||
```
|
||||
┌─────────────────────────────────────────────┐
|
||||
│ Provisioning CLI (provisioning/core/cli/) │
|
||||
│ ✅ 80+ command shortcuts │
|
||||
@ -70,7 +70,7 @@ This document describes the **hybrid selective integration** of prov-ecosystem a
|
||||
|
||||
**Key Types**:
|
||||
|
||||
```rust
|
||||
```
|
||||
pub enum ContainerRuntime {
|
||||
Docker,
|
||||
Podman,
|
||||
@ -85,7 +85,7 @@ pub struct ComposeAdapter { ... }
|
||||
|
||||
**Nushell Functions**:
|
||||
|
||||
```nushell
|
||||
```
|
||||
runtime-detect # Auto-detect available runtime
|
||||
runtime-exec # Execute command in detected runtime
|
||||
runtime-compose # Adapt docker-compose for runtime
|
||||
@ -112,7 +112,7 @@ runtime-list # List all available runtimes
|
||||
|
||||
**Key Types**:
|
||||
|
||||
```rust
|
||||
```
|
||||
pub struct SshConfig { ... }
|
||||
pub struct SshPool { ... }
|
||||
pub enum DeploymentStrategy {
|
||||
@ -124,7 +124,7 @@ pub enum DeploymentStrategy {
|
||||
|
||||
**Nushell Functions**:
|
||||
|
||||
```nushell
|
||||
```
|
||||
ssh-pool-connect # Create SSH pool connection
|
||||
ssh-pool-exec # Execute on SSH pool
|
||||
ssh-pool-status # Check pool status
|
||||
@ -153,7 +153,7 @@ ssh-circuit-breaker-status # Check circuit breaker
|
||||
|
||||
**Key Types**:
|
||||
|
||||
```rust
|
||||
```
|
||||
pub enum BackupBackend {
|
||||
Restic,
|
||||
Borg,
|
||||
@ -169,7 +169,7 @@ pub struct BackupManager { ... }
|
||||
|
||||
**Nushell Functions**:
|
||||
|
||||
```nushell
|
||||
```
|
||||
backup-create # Create backup job
|
||||
backup-restore # Restore from snapshot
|
||||
backup-list # List snapshots
|
||||
@ -199,7 +199,7 @@ backup-status # Check backup status
|
||||
|
||||
**Key Types**:
|
||||
|
||||
```rust
|
||||
```
|
||||
pub enum GitProvider {
|
||||
GitHub,
|
||||
GitLab,
|
||||
@ -212,7 +212,7 @@ pub struct GitOpsOrchestrator { ... }
|
||||
|
||||
**Nushell Functions**:
|
||||
|
||||
```nushell
|
||||
```
|
||||
gitops-rules # Load rules from config
|
||||
gitops-watch # Watch for Git events
|
||||
gitops-trigger # Manually trigger deployment
|
||||
@ -243,7 +243,7 @@ gitops-status # Get GitOps status
|
||||
|
||||
**Nushell Functions**:
|
||||
|
||||
```nushell
|
||||
```
|
||||
service-install # Install service
|
||||
service-start # Start service
|
||||
service-stop # Stop service
|
||||
@ -300,7 +300,7 @@ All implementations follow project standards:
|
||||
|
||||
## File Structure
|
||||
|
||||
```plaintext
|
||||
```
|
||||
provisioning/
|
||||
├── platform/integrations/
|
||||
│ └── provisioning-bridge/ # Rust bridge crate
|
||||
@ -338,7 +338,7 @@ provisioning/
|
||||
|
||||
### Runtime Abstraction
|
||||
|
||||
```nushell
|
||||
```
|
||||
# Auto-detect available runtime
|
||||
let runtime = (runtime-detect)
|
||||
|
||||
@ -351,7 +351,7 @@ let compose_cmd = (runtime-compose "./docker-compose.yml")
|
||||
|
||||
### SSH Advanced
|
||||
|
||||
```nushell
|
||||
```
|
||||
# Connect to SSH pool
|
||||
let pool = (ssh-pool-connect "server01.example.com" "root" --port 22)
|
||||
|
||||
@ -364,7 +364,7 @@ ssh-circuit-breaker-status
|
||||
|
||||
### Backup System
|
||||
|
||||
```nushell
|
||||
```
|
||||
# Schedule regular backups
|
||||
backup-schedule "daily-app-backup" "0 2 * * *" \
|
||||
--paths ["/opt/app" "/var/lib/app"] \
|
||||
@ -381,7 +381,7 @@ backup-restore "snapshot-001" --restore_path "."
|
||||
|
||||
### GitOps Events
|
||||
|
||||
```nushell
|
||||
```
|
||||
# Load GitOps rules
|
||||
let rules = (gitops-rules "./gitops-rules.yaml")
|
||||
|
||||
@ -394,7 +394,7 @@ gitops-trigger "deploy-app" --environment "prod"
|
||||
|
||||
### Service Management
|
||||
|
||||
```nushell
|
||||
```
|
||||
# Install service
|
||||
service-install "my-app" "/usr/local/bin/my-app" \
|
||||
--user "appuser" \
|
||||
@ -418,7 +418,7 @@ service-restart-policy "my-app" --policy "on-failure" --delay-secs 5
|
||||
|
||||
Existing `provisioning` CLI will gain new command tree:
|
||||
|
||||
```bash
|
||||
```
|
||||
provisioning runtime detect|exec|compose|info|list
|
||||
provisioning ssh pool connect|exec|status|strategies
|
||||
provisioning backup create|restore|list|schedule|retention|status
|
||||
@ -430,7 +430,7 @@ provisioning service install|start|stop|restart|status|list|policy|detect-init
|
||||
|
||||
All integrations use Nickel schemas from `provisioning/schemas/integrations/`:
|
||||
|
||||
```nickel
|
||||
```
|
||||
let { IntegrationConfig } = import "provisioning/integrations.ncl" in
|
||||
{
|
||||
runtime = { ... },
|
||||
@ -445,7 +445,7 @@ let { IntegrationConfig } = import "provisioning/integrations.ncl" in
|
||||
|
||||
Nushell plugins can be created for performance-critical operations:
|
||||
|
||||
```bash
|
||||
```
|
||||
provisioning plugin list
|
||||
# [installed]
|
||||
# nu_plugin_runtime
|
||||
@ -460,7 +460,7 @@ provisioning plugin list
|
||||
|
||||
### Rust Tests
|
||||
|
||||
```bash
|
||||
```
|
||||
cd provisioning/platform/integrations/provisioning-bridge
|
||||
cargo test --all
|
||||
cargo test -p provisioning-bridge --lib
|
||||
@ -469,7 +469,7 @@ cargo test -p provisioning-bridge --doc
|
||||
|
||||
### Nushell Tests
|
||||
|
||||
```bash
|
||||
```
|
||||
nu provisioning/core/nulib/integrations/runtime.nu
|
||||
nu provisioning/core/nulib/integrations/ssh_advanced.nu
|
||||
```
|
||||
|
||||
@ -15,7 +15,7 @@ workflows, and enable extensible functionality. This document outlines the key i
|
||||
|
||||
**Implementation**:
|
||||
|
||||
```rust
|
||||
```
|
||||
use tokio::process::Command;
|
||||
use serde_json;
|
||||
|
||||
@ -35,7 +35,7 @@ pub async fn execute_nushell_workflow(
|
||||
|
||||
**Data Exchange Format**:
|
||||
|
||||
```json
|
||||
```
|
||||
{
|
||||
"status": "success" | "error" | "partial",
|
||||
"result": {
|
||||
@ -54,7 +54,7 @@ pub async fn execute_nushell_workflow(
|
||||
|
||||
**Implementation**:
|
||||
|
||||
```nushell
|
||||
```
|
||||
def submit-workflow [workflow: record] -> record {
|
||||
let payload = $workflow | to json
|
||||
|
||||
@ -68,7 +68,7 @@ def submit-workflow [workflow: record] -> record {
|
||||
|
||||
**API Contract**:
|
||||
|
||||
```json
|
||||
```
|
||||
{
|
||||
"workflow_id": "wf-456",
|
||||
"name": "multi_cloud_deployment",
|
||||
@ -86,7 +86,7 @@ def submit-workflow [workflow: record] -> record {
|
||||
|
||||
**Interface Definition**:
|
||||
|
||||
```nushell
|
||||
```
|
||||
# Standard provider interface that all providers must implement
|
||||
export def list-servers [] -> table {
|
||||
# Provider-specific implementation
|
||||
@ -107,7 +107,7 @@ export def get-server [id: string] -> record {
|
||||
|
||||
**Configuration Integration**:
|
||||
|
||||
```toml
|
||||
```
|
||||
[providers.aws]
|
||||
region = "us-west-2"
|
||||
credentials_profile = "default"
|
||||
@ -125,7 +125,7 @@ network_mode = "bridge"
|
||||
|
||||
#### Provider Discovery and Loading
|
||||
|
||||
```nushell
|
||||
```
|
||||
def load-providers [] -> table {
|
||||
let provider_dirs = glob "providers/*/nulib"
|
||||
|
||||
@ -150,7 +150,7 @@ def load-providers [] -> table {
|
||||
|
||||
**Implementation**:
|
||||
|
||||
```nushell
|
||||
```
|
||||
def resolve-configuration [context: record] -> record {
|
||||
let base_config = open config.defaults.toml
|
||||
let user_config = if ("config.user.toml" | path exists) {
|
||||
@ -173,7 +173,7 @@ def resolve-configuration [context: record] -> record {
|
||||
|
||||
#### Variable Interpolation Pattern
|
||||
|
||||
```nushell
|
||||
```
|
||||
def interpolate-variables [config: record] -> record {
|
||||
let interpolations = {
|
||||
"{{paths.base}}": ($env.PWD),
|
||||
@ -200,7 +200,7 @@ def interpolate-variables [config: record] -> record {
|
||||
|
||||
**Implementation (Rust)**:
|
||||
|
||||
```rust
|
||||
```
|
||||
use petgraph::{Graph, Direction};
|
||||
use std::collections::HashMap;
|
||||
|
||||
@ -229,7 +229,7 @@ impl DependencyResolver {
|
||||
|
||||
#### Parallel Execution Pattern
|
||||
|
||||
```rust
|
||||
```
|
||||
use tokio::task::JoinSet;
|
||||
use futures::stream::{FuturesUnordered, StreamExt};
|
||||
|
||||
@ -265,7 +265,7 @@ pub async fn execute_parallel_batch(
|
||||
|
||||
**Implementation**:
|
||||
|
||||
```rust
|
||||
```
|
||||
#[derive(Serialize, Deserialize)]
|
||||
pub struct WorkflowCheckpoint {
|
||||
pub workflow_id: String,
|
||||
@ -309,7 +309,7 @@ impl CheckpointManager {
|
||||
|
||||
#### Rollback Pattern
|
||||
|
||||
```rust
|
||||
```
|
||||
pub struct RollbackManager {
|
||||
rollback_stack: Vec<RollbackAction>,
|
||||
}
|
||||
@ -349,7 +349,7 @@ impl RollbackManager {
|
||||
|
||||
**Event Definition**:
|
||||
|
||||
```rust
|
||||
```
|
||||
#[derive(Serialize, Deserialize, Clone, Debug)]
|
||||
pub enum SystemEvent {
|
||||
WorkflowStarted { workflow_id: String, name: String },
|
||||
@ -363,7 +363,7 @@ pub enum SystemEvent {
|
||||
|
||||
**Event Bus Implementation**:
|
||||
|
||||
```rust
|
||||
```
|
||||
use tokio::sync::broadcast;
|
||||
|
||||
pub struct EventBus {
|
||||
@ -392,7 +392,7 @@ impl EventBus {
|
||||
|
||||
#### Extension Discovery and Loading
|
||||
|
||||
```nushell
|
||||
```
|
||||
def discover-extensions [] -> table {
|
||||
let extension_dirs = glob "extensions/*/extension.toml"
|
||||
|
||||
@ -417,7 +417,7 @@ def discover-extensions [] -> table {
|
||||
|
||||
#### Extension Interface Pattern
|
||||
|
||||
```nushell
|
||||
```
|
||||
# Standard extension interface
|
||||
export def extension-info [] -> record {
|
||||
{
|
||||
@ -452,7 +452,7 @@ export def extension-deactivate [] -> nothing {
|
||||
|
||||
**Base API Structure**:
|
||||
|
||||
```rust
|
||||
```
|
||||
use axum::{
|
||||
extract::{Path, State},
|
||||
response::Json,
|
||||
@ -473,7 +473,7 @@ pub fn create_api_router(state: AppState) -> Router {
|
||||
|
||||
**Standard Response Format**:
|
||||
|
||||
```json
|
||||
```
|
||||
{
|
||||
"status": "success" | "error" | "pending",
|
||||
"data": { ... },
|
||||
@ -494,7 +494,7 @@ pub fn create_api_router(state: AppState) -> Router {
|
||||
|
||||
### Structured Error Pattern
|
||||
|
||||
```rust
|
||||
```
|
||||
#[derive(thiserror::Error, Debug)]
|
||||
pub enum ProvisioningError {
|
||||
#[error("Configuration error: {message}")]
|
||||
@ -513,7 +513,7 @@ pub enum ProvisioningError {
|
||||
|
||||
### Error Recovery Pattern
|
||||
|
||||
```nushell
|
||||
```
|
||||
def with-retry [operation: closure, max_attempts: int = 3] {
|
||||
mut attempts = 0
|
||||
mut last_error = null
|
||||
@ -540,7 +540,7 @@ def with-retry [operation: closure, max_attempts: int = 3] {
|
||||
|
||||
### Caching Strategy Pattern
|
||||
|
||||
```rust
|
||||
```
|
||||
use std::sync::Arc;
|
||||
use tokio::sync::RwLock;
|
||||
use std::collections::HashMap;
|
||||
@ -583,7 +583,7 @@ impl<T: Clone> Cache<T> {
|
||||
|
||||
### Streaming Pattern for Large Data
|
||||
|
||||
```nushell
|
||||
```
|
||||
def process-large-dataset [source: string] -> nothing {
|
||||
# Stream processing instead of loading entire dataset
|
||||
open $source
|
||||
@ -600,7 +600,7 @@ def process-large-dataset [source: string] -> nothing {
|
||||
|
||||
### Integration Test Pattern
|
||||
|
||||
```rust
|
||||
```
|
||||
#[cfg(test)]
|
||||
mod integration_tests {
|
||||
use super::*;
|
||||
|
||||
@ -24,7 +24,7 @@ distributed extension management through OCI registry integration.
|
||||
|
||||
**Purpose**: Core system functionality - CLI, libraries, base schemas
|
||||
|
||||
```plaintext
|
||||
```
|
||||
provisioning-core/
|
||||
├── core/
|
||||
│ ├── cli/ # Command-line interface
|
||||
@ -82,7 +82,7 @@ provisioning-core/
|
||||
|
||||
**Purpose**: All provider, taskserv, and cluster extensions
|
||||
|
||||
```plaintext
|
||||
```
|
||||
provisioning-extensions/
|
||||
├── providers/
|
||||
│ ├── aws/
|
||||
@ -143,7 +143,7 @@ Each extension published separately as OCI artifact:
|
||||
|
||||
**Extension Manifest** (`manifest.yaml`):
|
||||
|
||||
```yaml
|
||||
```
|
||||
name: kubernetes
|
||||
type: taskserv
|
||||
version: 1.28.0
|
||||
@ -183,7 +183,7 @@ min_provisioning_version: "3.0.0"
|
||||
|
||||
**Purpose**: Platform services (orchestrator, control-center, MCP server, API gateway)
|
||||
|
||||
```plaintext
|
||||
```
|
||||
provisioning-platform/
|
||||
├── orchestrator/ # Rust orchestrator service
|
||||
│ ├── src/
|
||||
@ -238,7 +238,7 @@ Standard Docker images in OCI registry:
|
||||
|
||||
### Registry Structure
|
||||
|
||||
```plaintext
|
||||
```
|
||||
OCI Registry (localhost:5000 or harbor.company.com)
|
||||
├── provisioning-core/
|
||||
│ ├── v3.5.0 # Core system artifact
|
||||
@ -263,7 +263,7 @@ OCI Registry (localhost:5000 or harbor.company.com)
|
||||
|
||||
Each extension packaged as OCI artifact:
|
||||
|
||||
```plaintext
|
||||
```
|
||||
kubernetes-1.28.0.tar.gz
|
||||
├── schemas/ # Nickel schemas
|
||||
│ ├── kubernetes.ncl
|
||||
@ -291,7 +291,7 @@ kubernetes-1.28.0.tar.gz
|
||||
|
||||
**File**: `workspace/config/provisioning.yaml`
|
||||
|
||||
```yaml
|
||||
```
|
||||
# Core system dependency
|
||||
dependencies:
|
||||
core:
|
||||
@ -363,7 +363,7 @@ The system resolves dependencies in this order:
|
||||
|
||||
### Dependency Resolution Commands
|
||||
|
||||
```bash
|
||||
```
|
||||
# Resolve and install all dependencies
|
||||
provisioning dep resolve
|
||||
|
||||
@ -386,7 +386,7 @@ provisioning dep tree kubernetes
|
||||
|
||||
### CLI Commands
|
||||
|
||||
```bash
|
||||
```
|
||||
# Pull extension from OCI registry
|
||||
provisioning oci pull kubernetes:1.28.0
|
||||
|
||||
@ -419,7 +419,7 @@ provisioning oci copy \
|
||||
|
||||
### OCI Configuration
|
||||
|
||||
```bash
|
||||
```
|
||||
# Show OCI configuration
|
||||
provisioning oci config
|
||||
|
||||
@ -442,7 +442,7 @@ provisioning oci config
|
||||
|
||||
### 1. Develop Extension
|
||||
|
||||
```bash
|
||||
```
|
||||
# Create new extension from template
|
||||
provisioning generate extension taskserv redis
|
||||
|
||||
@ -466,7 +466,7 @@ provisioning generate extension taskserv redis
|
||||
|
||||
### 2. Test Extension Locally
|
||||
|
||||
```bash
|
||||
```
|
||||
# Load extension from local path
|
||||
provisioning module load taskserv workspace_dev redis --source local
|
||||
|
||||
@ -479,7 +479,7 @@ provisioning test extension redis
|
||||
|
||||
### 3. Package Extension
|
||||
|
||||
```bash
|
||||
```
|
||||
# Validate extension structure
|
||||
provisioning oci package validate ./extensions/taskservs/redis
|
||||
|
||||
@ -491,7 +491,7 @@ provisioning oci package ./extensions/taskservs/redis
|
||||
|
||||
### 4. Publish Extension
|
||||
|
||||
```bash
|
||||
```
|
||||
# Login to registry (one-time)
|
||||
provisioning oci login localhost:5000
|
||||
|
||||
@ -511,7 +511,7 @@ provisioning oci tags redis
|
||||
|
||||
### 5. Use Published Extension
|
||||
|
||||
```bash
|
||||
```
|
||||
# Add to workspace configuration
|
||||
# workspace/config/provisioning.yaml:
|
||||
# dependencies:
|
||||
@ -534,7 +534,7 @@ provisioning dep resolve
|
||||
|
||||
**Using Zot (lightweight OCI registry)**:
|
||||
|
||||
```bash
|
||||
```
|
||||
# Start local OCI registry
|
||||
provisioning oci-registry start
|
||||
|
||||
@ -555,7 +555,7 @@ provisioning oci-registry status
|
||||
|
||||
**Using Harbor**:
|
||||
|
||||
```yaml
|
||||
```
|
||||
# workspace/config/provisioning.yaml
|
||||
dependencies:
|
||||
registry:
|
||||
@ -591,7 +591,7 @@ dependencies:
|
||||
|
||||
### Phase 2: Gradual Migration
|
||||
|
||||
```bash
|
||||
```
|
||||
# Migrate extensions one by one
|
||||
for ext in (ls provisioning/extensions/taskservs); do
|
||||
provisioning oci publish $ext.name
|
||||
|
||||
@ -79,7 +79,7 @@ dependency model.
|
||||
|
||||
**Contents:**
|
||||
|
||||
```plaintext
|
||||
```
|
||||
provisioning-core/
|
||||
├── nulib/ # Nushell libraries
|
||||
│ ├── lib_provisioning/ # Core library functions
|
||||
@ -120,7 +120,7 @@ provisioning-core/
|
||||
|
||||
**Installation Path:**
|
||||
|
||||
```plaintext
|
||||
```
|
||||
/usr/local/
|
||||
├── bin/provisioning
|
||||
├── lib/provisioning/
|
||||
@ -135,7 +135,7 @@ provisioning-core/
|
||||
|
||||
**Contents:**
|
||||
|
||||
```plaintext
|
||||
```
|
||||
provisioning-platform/
|
||||
├── orchestrator/ # Rust orchestrator
|
||||
│ ├── src/
|
||||
@ -180,7 +180,7 @@ provisioning-platform/
|
||||
|
||||
**Installation Path:**
|
||||
|
||||
```plaintext
|
||||
```
|
||||
/usr/local/
|
||||
├── bin/
|
||||
│ ├── provisioning-orchestrator
|
||||
@ -203,7 +203,7 @@ provisioning-platform/
|
||||
|
||||
**Contents:**
|
||||
|
||||
```plaintext
|
||||
```
|
||||
provisioning-extensions/
|
||||
├── registry/ # Extension registry
|
||||
│ ├── index.json # Searchable index
|
||||
@ -252,7 +252,7 @@ provisioning-extensions/
|
||||
|
||||
**Installation:**
|
||||
|
||||
```bash
|
||||
```
|
||||
# Install extension via core CLI
|
||||
provisioning extension install mongodb
|
||||
provisioning extension install azure-provider
|
||||
@ -261,7 +261,7 @@ provisioning extension install azure-provider
|
||||
**Extension Structure:**
|
||||
Each extension is self-contained:
|
||||
|
||||
```plaintext
|
||||
```
|
||||
mongodb/
|
||||
├── manifest.toml # Extension metadata
|
||||
├── taskserv.nu # Implementation
|
||||
@ -279,7 +279,7 @@ mongodb/
|
||||
|
||||
**Contents:**
|
||||
|
||||
```plaintext
|
||||
```
|
||||
provisioning-workspace/
|
||||
├── templates/ # Workspace templates
|
||||
│ ├── minimal/ # Minimal starter
|
||||
@ -315,7 +315,7 @@ provisioning-workspace/
|
||||
|
||||
**Usage:**
|
||||
|
||||
```bash
|
||||
```
|
||||
# Create workspace from template
|
||||
provisioning workspace init my-project --template kubernetes
|
||||
|
||||
@ -333,7 +333,7 @@ provisioning workspace init
|
||||
|
||||
**Contents:**
|
||||
|
||||
```plaintext
|
||||
```
|
||||
provisioning-distribution/
|
||||
├── release-automation/ # Automated release workflows
|
||||
│ ├── build-all.nu # Build all packages
|
||||
@ -385,7 +385,7 @@ provisioning-distribution/
|
||||
|
||||
### Package-Based Dependencies (Not Submodules)
|
||||
|
||||
```plaintext
|
||||
```
|
||||
┌─────────────────────────────────────────────────────────────┐
|
||||
│ provisioning-distribution │
|
||||
│ (Release orchestration & registry) │
|
||||
@ -416,7 +416,7 @@ provisioning-distribution/
|
||||
|
||||
**Method:** Loose coupling via CLI + REST API
|
||||
|
||||
```nushell
|
||||
```
|
||||
# Platform calls Core CLI (subprocess)
|
||||
def create-server [name: string] {
|
||||
# Orchestrator executes Core CLI
|
||||
@ -431,7 +431,7 @@ def submit-workflow [workflow: record] {
|
||||
|
||||
**Version Compatibility:**
|
||||
|
||||
```toml
|
||||
```
|
||||
# platform/Cargo.toml
|
||||
[package.metadata.provisioning]
|
||||
core-version = "^3.0" # Compatible with core 3.x
|
||||
@ -441,7 +441,7 @@ core-version = "^3.0" # Compatible with core 3.x
|
||||
|
||||
**Method:** Plugin/module system
|
||||
|
||||
```nushell
|
||||
```
|
||||
# Extension manifest
|
||||
# extensions/mongodb/manifest.toml
|
||||
[extension]
|
||||
@ -465,7 +465,7 @@ provisioning extension install mongodb
|
||||
|
||||
**Method:** Git templates or package templates
|
||||
|
||||
```bash
|
||||
```
|
||||
# Option 1: GitHub template repository
|
||||
gh repo create my-infra --template provisioning-workspace
|
||||
cd my-infra
|
||||
@ -486,7 +486,7 @@ provisioning workspace create my-infra --template kubernetes
|
||||
|
||||
Each repository maintains independent semantic versioning:
|
||||
|
||||
```plaintext
|
||||
```
|
||||
provisioning-core: 3.2.1
|
||||
provisioning-platform: 2.5.3
|
||||
provisioning-extensions: (per-extension versioning)
|
||||
@ -497,7 +497,7 @@ provisioning-workspace: 1.4.0
|
||||
|
||||
**`provisioning-distribution/version-management/versions.toml`:**
|
||||
|
||||
```toml
|
||||
```
|
||||
# Version compatibility matrix
|
||||
[compatibility]
|
||||
|
||||
@ -536,7 +536,7 @@ workspace = "1.3.0"
|
||||
|
||||
**Coordinated releases** for major versions:
|
||||
|
||||
```bash
|
||||
```
|
||||
# Major release: All repos release together
|
||||
provisioning-core: 3.0.0
|
||||
provisioning-platform: 2.0.0
|
||||
@ -553,7 +553,7 @@ provisioning-platform: 2.1.0 (improves orchestrator, core stays 3.1.x)
|
||||
|
||||
### Working on Single Repository
|
||||
|
||||
```bash
|
||||
```
|
||||
# Developer working on core only
|
||||
git clone https://github.com/yourorg/provisioning-core
|
||||
cd provisioning-core
|
||||
@ -574,7 +574,7 @@ just install-dev
|
||||
|
||||
### Working Across Repositories
|
||||
|
||||
```bash
|
||||
```
|
||||
# Scenario: Adding new feature requiring core + platform changes
|
||||
|
||||
# 1. Clone both repositories
|
||||
@ -615,7 +615,7 @@ cargo test
|
||||
|
||||
### Testing Cross-Repo Integration
|
||||
|
||||
```bash
|
||||
```
|
||||
# Integration tests in provisioning-distribution
|
||||
cd provisioning-distribution
|
||||
|
||||
@ -636,7 +636,7 @@ just test-bundle stable-3.3
|
||||
|
||||
Each repository releases independently:
|
||||
|
||||
```bash
|
||||
```
|
||||
# Core release
|
||||
cd provisioning-core
|
||||
git tag v3.2.1
|
||||
@ -656,7 +656,7 @@ git push --tags
|
||||
|
||||
Distribution repository creates tested bundles:
|
||||
|
||||
```bash
|
||||
```
|
||||
cd provisioning-distribution
|
||||
|
||||
# Create bundle
|
||||
@ -679,7 +679,7 @@ just publish-bundle stable-3.2
|
||||
|
||||
#### Option 1: Bundle Installation (Recommended for Users)
|
||||
|
||||
```bash
|
||||
```
|
||||
# Install stable bundle (easiest)
|
||||
curl -fsSL https://get.provisioning.io | sh
|
||||
|
||||
@ -691,7 +691,7 @@ curl -fsSL https://get.provisioning.io | sh
|
||||
|
||||
#### Option 2: Individual Component Installation
|
||||
|
||||
```bash
|
||||
```
|
||||
# Install only core (minimal)
|
||||
curl -fsSL https://get.provisioning.io/core | sh
|
||||
|
||||
@ -704,7 +704,7 @@ provisioning extension install mongodb
|
||||
|
||||
#### Option 3: Custom Combination
|
||||
|
||||
```bash
|
||||
```
|
||||
# Install specific versions
|
||||
provisioning install core@3.1.0
|
||||
provisioning install platform@2.4.0
|
||||
@ -760,7 +760,7 @@ provisioning install platform@2.4.0
|
||||
|
||||
**Core CI (`provisioning-core/.github/workflows/ci.yml`):**
|
||||
|
||||
```yaml
|
||||
```
|
||||
name: Core CI
|
||||
|
||||
on: [push, pull_request]
|
||||
@ -792,7 +792,7 @@ jobs:
|
||||
|
||||
**Platform CI (`provisioning-platform/.github/workflows/ci.yml`):**
|
||||
|
||||
```yaml
|
||||
```
|
||||
name: Platform CI
|
||||
|
||||
on: [push, pull_request]
|
||||
@ -829,7 +829,7 @@ jobs:
|
||||
|
||||
**Distribution CI (`provisioning-distribution/.github/workflows/integration.yml`):**
|
||||
|
||||
```yaml
|
||||
```
|
||||
name: Integration Tests
|
||||
|
||||
on:
|
||||
@ -862,7 +862,7 @@ jobs:
|
||||
|
||||
### Monorepo Structure
|
||||
|
||||
```plaintext
|
||||
```
|
||||
provisioning/ (One repo, ~500 MB)
|
||||
├── core/ (Nushell)
|
||||
├── platform/ (Rust)
|
||||
@ -873,7 +873,7 @@ provisioning/ (One repo, ~500 MB)
|
||||
|
||||
### Multi-Repo Structure
|
||||
|
||||
```plaintext
|
||||
```
|
||||
provisioning-core/ (Repo 1, ~50 MB)
|
||||
├── nulib/
|
||||
├── cli/
|
||||
|
||||
@ -10,7 +10,7 @@
|
||||
|
||||
### Prerequisites
|
||||
|
||||
```bash
|
||||
```
|
||||
# Install Nickel
|
||||
brew install nickel
|
||||
# or from source: https://nickel-lang.org/getting-started/
|
||||
@ -21,7 +21,7 @@ nickel --version # Should be 1.0+
|
||||
|
||||
### Directory Structure for Examples
|
||||
|
||||
```bash
|
||||
```
|
||||
mkdir -p ~/nickel-examples/{simple,complex,production}
|
||||
cd ~/nickel-examples
|
||||
```
|
||||
@ -32,7 +32,7 @@ cd ~/nickel-examples
|
||||
|
||||
### Step 1: Create Contract File
|
||||
|
||||
```bash
|
||||
```
|
||||
cat > simple/server_contracts.ncl << 'EOF'
|
||||
{
|
||||
ServerConfig = {
|
||||
@ -47,7 +47,7 @@ EOF
|
||||
|
||||
### Step 2: Create Defaults File
|
||||
|
||||
```bash
|
||||
```
|
||||
cat > simple/server_defaults.ncl << 'EOF'
|
||||
{
|
||||
web_server = {
|
||||
@ -76,7 +76,7 @@ EOF
|
||||
|
||||
### Step 3: Create Main Module with Hybrid Interface
|
||||
|
||||
```bash
|
||||
```
|
||||
cat > simple/server.ncl << 'EOF'
|
||||
let contracts = import "./server_contracts.ncl" in
|
||||
let defaults = import "./server_defaults.ncl" in
|
||||
@ -110,7 +110,7 @@ EOF
|
||||
|
||||
### Test: Export and Validate JSON
|
||||
|
||||
```bash
|
||||
```
|
||||
cd simple/
|
||||
|
||||
# Export to JSON
|
||||
@ -133,7 +133,7 @@ nickel export server.ncl --format json | jq '.production_web_server.cpu_cores'
|
||||
|
||||
### Usage in Consumer Module
|
||||
|
||||
```bash
|
||||
```
|
||||
cat > simple/consumer.ncl << 'EOF'
|
||||
let server = import "./server.ncl" in
|
||||
|
||||
@ -162,14 +162,14 @@ nickel export consumer.ncl --format json | jq '.staging_web'
|
||||
|
||||
### Create Provider Structure
|
||||
|
||||
```bash
|
||||
```
|
||||
mkdir -p complex/upcloud/{contracts,defaults,main}
|
||||
cd complex/upcloud
|
||||
```
|
||||
|
||||
### Provider Contracts
|
||||
|
||||
```bash
|
||||
```
|
||||
cat > upcloud_contracts.ncl << 'EOF'
|
||||
{
|
||||
StorageBackup = {
|
||||
@ -196,7 +196,7 @@ EOF
|
||||
|
||||
### Provider Defaults
|
||||
|
||||
```bash
|
||||
```
|
||||
cat > upcloud_defaults.ncl << 'EOF'
|
||||
{
|
||||
backup = {
|
||||
@ -223,7 +223,7 @@ EOF
|
||||
|
||||
### Provider Main Module
|
||||
|
||||
```bash
|
||||
```
|
||||
cat > upcloud_main.ncl << 'EOF'
|
||||
let contracts = import "./upcloud_contracts.ncl" in
|
||||
let defaults = import "./upcloud_defaults.ncl" in
|
||||
@ -281,7 +281,7 @@ EOF
|
||||
|
||||
### Test Provider Configuration
|
||||
|
||||
```bash
|
||||
```
|
||||
# Export provider config
|
||||
nickel export upcloud_main.ncl --format json | jq '.production_high_availability'
|
||||
|
||||
@ -296,7 +296,7 @@ nickel export upcloud_main.ncl --format json | jq '.production_high_availability
|
||||
|
||||
### Consumer Using Provider
|
||||
|
||||
```bash
|
||||
```
|
||||
cat > upcloud_consumer.ncl << 'EOF'
|
||||
let upcloud = import "./upcloud_main.ncl" in
|
||||
|
||||
@ -332,7 +332,7 @@ nickel export upcloud_consumer.ncl --format json | jq '.ha_stack | keys'
|
||||
|
||||
### Taskserv Contracts (from wuji)
|
||||
|
||||
```bash
|
||||
```
|
||||
cat > production/taskserv_contracts.ncl << 'EOF'
|
||||
{
|
||||
Dependency = {
|
||||
@ -352,7 +352,7 @@ EOF
|
||||
|
||||
### Taskserv Defaults
|
||||
|
||||
```bash
|
||||
```
|
||||
cat > production/taskserv_defaults.ncl << 'EOF'
|
||||
{
|
||||
kubernetes = {
|
||||
@ -407,7 +407,7 @@ EOF
|
||||
|
||||
### Taskserv Main
|
||||
|
||||
```bash
|
||||
```
|
||||
cat > production/taskserv.ncl << 'EOF'
|
||||
let contracts = import "./taskserv_contracts.ncl" in
|
||||
let defaults = import "./taskserv_defaults.ncl" in
|
||||
@ -453,7 +453,7 @@ EOF
|
||||
|
||||
### Test Taskserv Setup
|
||||
|
||||
```bash
|
||||
```
|
||||
# Export stack
|
||||
nickel export taskserv.ncl --format json | jq '.wuji_k8s_stack | keys'
|
||||
# Output: ["kubernetes", "cilium", "containerd", "etcd"]
|
||||
@ -477,7 +477,7 @@ nickel export taskserv.ncl --format json | jq '.staging_stack | length'
|
||||
|
||||
### Base Infrastructure
|
||||
|
||||
```bash
|
||||
```
|
||||
cat > production/infrastructure.ncl << 'EOF'
|
||||
let servers = import "./server.ncl" in
|
||||
let taskservs = import "./taskserv.ncl" in
|
||||
@ -520,7 +520,7 @@ nickel export infrastructure.ncl --format json | jq '.production.taskservs | key
|
||||
|
||||
### Extending Infrastructure (Nickel Advantage!)
|
||||
|
||||
```bash
|
||||
```
|
||||
cat > production/infrastructure_extended.ncl << 'EOF'
|
||||
let infra = import "./infrastructure.ncl" in
|
||||
|
||||
@ -557,7 +557,7 @@ nickel export infrastructure_extended.ncl --format json | \
|
||||
|
||||
### Validation Functions
|
||||
|
||||
```bash
|
||||
```
|
||||
cat > production/validation.ncl << 'EOF'
|
||||
let validate_server = fun server =>
|
||||
if server.cpu_cores <= 0 then
|
||||
@ -586,7 +586,7 @@ EOF
|
||||
|
||||
### Using Validations
|
||||
|
||||
```bash
|
||||
```
|
||||
cat > production/validated_config.ncl << 'EOF'
|
||||
let server = import "./server.ncl" in
|
||||
let taskserv = import "./taskserv.ncl" in
|
||||
@ -632,7 +632,7 @@ nickel export validated_config.ncl --format json
|
||||
|
||||
### Run All Examples
|
||||
|
||||
```bash
|
||||
```
|
||||
#!/bin/bash
|
||||
# test_all_examples.sh
|
||||
|
||||
@ -679,7 +679,7 @@ echo "=== All Tests Passed ✓ ==="
|
||||
|
||||
### Common Nickel Operations
|
||||
|
||||
```bash
|
||||
```
|
||||
# Validate Nickel syntax
|
||||
nickel export config.ncl
|
||||
|
||||
@ -711,7 +711,7 @@ nickel typecheck config.ncl
|
||||
|
||||
### Problem: "unexpected token" with multiple let
|
||||
|
||||
```nickel
|
||||
```
|
||||
# ❌ WRONG
|
||||
let A = {x = 1}
|
||||
let B = {y = 2}
|
||||
@ -725,7 +725,7 @@ let B = {y = 2} in
|
||||
|
||||
### Problem: Function serialization fails
|
||||
|
||||
```nickel
|
||||
```
|
||||
# ❌ WRONG - function will fail to serialize
|
||||
{
|
||||
get_value = fun x => x + 1,
|
||||
@ -741,7 +741,7 @@ let B = {y = 2} in
|
||||
|
||||
### Problem: Null values cause export issues
|
||||
|
||||
```nickel
|
||||
```
|
||||
# ❌ WRONG
|
||||
{ optional_field = null }
|
||||
|
||||
|
||||
@ -8,7 +8,7 @@
|
||||
|
||||
## Quick Decision Tree
|
||||
|
||||
```plaintext
|
||||
```
|
||||
Need to define infrastructure/schemas?
|
||||
├─ New platform schemas → Use Nickel ✅
|
||||
├─ New provider extensions → Use Nickel ✅
|
||||
@ -26,7 +26,7 @@ Need to define infrastructure/schemas?
|
||||
|
||||
#### KCL Approach
|
||||
|
||||
```kcl
|
||||
```
|
||||
schema ServerDefaults:
|
||||
name: str
|
||||
cpu_cores: int = 2
|
||||
@ -51,7 +51,7 @@ server_defaults: ServerDefaults = {
|
||||
|
||||
**server_contracts.ncl**:
|
||||
|
||||
```nickel
|
||||
```
|
||||
{
|
||||
ServerDefaults = {
|
||||
name | String,
|
||||
@ -64,7 +64,7 @@ server_defaults: ServerDefaults = {
|
||||
|
||||
**server_defaults.ncl**:
|
||||
|
||||
```nickel
|
||||
```
|
||||
{
|
||||
server = {
|
||||
name = "web-server",
|
||||
@ -77,7 +77,7 @@ server_defaults: ServerDefaults = {
|
||||
|
||||
**server.ncl**:
|
||||
|
||||
```nickel
|
||||
```
|
||||
let contracts = import "./server_contracts.ncl" in
|
||||
let defaults = import "./server_defaults.ncl" in
|
||||
|
||||
@ -93,7 +93,7 @@ let defaults = import "./server_defaults.ncl" in
|
||||
|
||||
**Usage**:
|
||||
|
||||
```nickel
|
||||
```
|
||||
let server = import "./server.ncl" in
|
||||
|
||||
# Simple override
|
||||
@ -117,7 +117,7 @@ my_custom = server.defaults.server & {
|
||||
|
||||
#### KCL (from `provisioning/extensions/providers/upcloud/nickel/` - legacy approach)
|
||||
|
||||
```kcl
|
||||
```
|
||||
schema StorageBackup:
|
||||
backup_id: str
|
||||
frequency: str
|
||||
@ -145,7 +145,7 @@ provision_upcloud: ProvisionUpcloud = {
|
||||
|
||||
**upcloud_contracts.ncl**:
|
||||
|
||||
```nickel
|
||||
```
|
||||
{
|
||||
StorageBackup = {
|
||||
backup_id | String,
|
||||
@ -170,7 +170,7 @@ provision_upcloud: ProvisionUpcloud = {
|
||||
|
||||
**upcloud_defaults.ncl**:
|
||||
|
||||
```nickel
|
||||
```
|
||||
{
|
||||
storage_backup = {
|
||||
backup_id = "",
|
||||
@ -195,7 +195,7 @@ provision_upcloud: ProvisionUpcloud = {
|
||||
|
||||
**upcloud_main.ncl** (from actual codebase):
|
||||
|
||||
```nickel
|
||||
```
|
||||
let contracts = import "./upcloud_contracts.ncl" in
|
||||
let defaults = import "./upcloud_defaults.ncl" in
|
||||
|
||||
@ -219,7 +219,7 @@ let defaults = import "./upcloud_defaults.ncl" in
|
||||
|
||||
**Usage Comparison**:
|
||||
|
||||
```nickel
|
||||
```
|
||||
# KCL way (KCL no lo permite bien)
|
||||
# Cannot easily extend without schema modification
|
||||
|
||||
@ -288,7 +288,7 @@ production_stack = upcloud.make_provision_upcloud {
|
||||
|
||||
**KCL (Legacy)**:
|
||||
|
||||
```kcl
|
||||
```
|
||||
schema ServerConfig:
|
||||
name: str
|
||||
zone: str = "us-nyc1"
|
||||
@ -300,7 +300,7 @@ web_server: ServerConfig = {
|
||||
|
||||
**Nickel (Recommended)**:
|
||||
|
||||
```nickel
|
||||
```
|
||||
let defaults = import "./server_defaults.ncl" in
|
||||
web_server = defaults.make_server { name = "web-01" }
|
||||
```
|
||||
@ -313,7 +313,7 @@ web_server = defaults.make_server { name = "web-01" }
|
||||
|
||||
**KCL** (from wuji infrastructure):
|
||||
|
||||
```kcl
|
||||
```
|
||||
schema TaskServDependency:
|
||||
name: str
|
||||
wait_for_health: bool = false
|
||||
@ -343,7 +343,7 @@ taskserv_cilium: TaskServ = {
|
||||
|
||||
**Nickel** (from wuji/main.ncl):
|
||||
|
||||
```nickel
|
||||
```
|
||||
let ts_kubernetes = import "./taskservs/kubernetes.ncl" in
|
||||
let ts_cilium = import "./taskservs/cilium.ncl" in
|
||||
let ts_containerd = import "./taskservs/containerd.ncl" in
|
||||
@ -367,7 +367,7 @@ let ts_containerd = import "./taskservs/containerd.ncl" in
|
||||
|
||||
**KCL**:
|
||||
|
||||
```kcl
|
||||
```
|
||||
schema ServerConfig:
|
||||
name: str
|
||||
# Would need to modify schema!
|
||||
@ -379,7 +379,7 @@ schema ServerConfig:
|
||||
|
||||
**Nickel**:
|
||||
|
||||
```nickel
|
||||
```
|
||||
let server = import "./server.ncl" in
|
||||
|
||||
# Add custom fields without modifying schema!
|
||||
@ -402,7 +402,7 @@ my_server = server.defaults.server & {
|
||||
|
||||
**KCL Approach (Legacy)**:
|
||||
|
||||
```kcl
|
||||
```
|
||||
schema ServerDefaults:
|
||||
cpu: int = 2
|
||||
memory: int = 4
|
||||
@ -423,7 +423,7 @@ server: Server = {
|
||||
|
||||
**Nickel Approach**:
|
||||
|
||||
```nickel
|
||||
```
|
||||
# defaults.ncl
|
||||
server_defaults = {
|
||||
cpu = 2,
|
||||
@ -449,7 +449,7 @@ server = make_server {
|
||||
|
||||
**KCL Validation (Legacy)** (compile-time, inline):
|
||||
|
||||
```kcl
|
||||
```
|
||||
schema Config:
|
||||
timeout: int = 5
|
||||
|
||||
@ -465,7 +465,7 @@ schema Config:
|
||||
|
||||
**Nickel Validation** (runtime, contract-based):
|
||||
|
||||
```nickel
|
||||
```
|
||||
# contracts.ncl - Pure type definitions
|
||||
Config = {
|
||||
timeout | Number,
|
||||
@ -495,7 +495,7 @@ my_config = validate_config { timeout = 10 }
|
||||
|
||||
**Before (KCL - Legacy)**:
|
||||
|
||||
```kcl
|
||||
```
|
||||
schema Scheduler:
|
||||
strategy: str = "fifo"
|
||||
workers: int = 4
|
||||
@ -513,7 +513,7 @@ scheduler_config: Scheduler = {
|
||||
|
||||
`scheduler_contracts.ncl`:
|
||||
|
||||
```nickel
|
||||
```
|
||||
{
|
||||
Scheduler = {
|
||||
strategy | String,
|
||||
@ -524,7 +524,7 @@ scheduler_config: Scheduler = {
|
||||
|
||||
`scheduler_defaults.ncl`:
|
||||
|
||||
```nickel
|
||||
```
|
||||
{
|
||||
scheduler = {
|
||||
strategy = "fifo",
|
||||
@ -535,7 +535,7 @@ scheduler_config: Scheduler = {
|
||||
|
||||
`scheduler.ncl`:
|
||||
|
||||
```nickel
|
||||
```
|
||||
let contracts = import "./scheduler_contracts.ncl" in
|
||||
let defaults = import "./scheduler_defaults.ncl" in
|
||||
|
||||
@ -557,7 +557,7 @@ let defaults = import "./scheduler_defaults.ncl" in
|
||||
|
||||
**Before (KCL - Legacy)**:
|
||||
|
||||
```kcl
|
||||
```
|
||||
schema Mode:
|
||||
deployment_type: str = "solo" # "solo" | "multiuser" | "cicd" | "enterprise"
|
||||
|
||||
@ -568,7 +568,7 @@ schema Mode:
|
||||
|
||||
**After (Nickel - Current)**:
|
||||
|
||||
```nickel
|
||||
```
|
||||
# contracts.ncl
|
||||
{
|
||||
Mode = {
|
||||
@ -592,7 +592,7 @@ schema Mode:
|
||||
|
||||
**Before (KCL - Legacy)**:
|
||||
|
||||
```kcl
|
||||
```
|
||||
schema ServerDefaults:
|
||||
cpu: int = 2
|
||||
memory: int = 4
|
||||
@ -609,7 +609,7 @@ web_server: Server = {
|
||||
|
||||
**After (Nickel - Current)**:
|
||||
|
||||
```nickel
|
||||
```
|
||||
# defaults.ncl
|
||||
{
|
||||
server_defaults = {
|
||||
@ -643,7 +643,7 @@ let make_server = fun config =>
|
||||
|
||||
**Workflow**:
|
||||
|
||||
```bash
|
||||
```
|
||||
# Edit workspace config
|
||||
cd workspace_librecloud/nickel
|
||||
vim wuji/main.ncl
|
||||
@ -658,7 +658,7 @@ nickel export wuji/main.ncl # Uses updated schemas
|
||||
|
||||
**Imports** (relative, central):
|
||||
|
||||
```nickel
|
||||
```
|
||||
import "../../provisioning/schemas/main.ncl"
|
||||
import "../../provisioning/extensions/taskservs/kubernetes/nickel/main.ncl"
|
||||
```
|
||||
@ -671,7 +671,7 @@ import "../../provisioning/extensions/taskservs/kubernetes/nickel/main.ncl"
|
||||
|
||||
**Workflow**:
|
||||
|
||||
```bash
|
||||
```
|
||||
# 1. Create immutable snapshot
|
||||
provisioning workspace freeze \
|
||||
--version "2025-12-15-prod-v1" \
|
||||
@ -696,7 +696,7 @@ provisioning deploy \
|
||||
|
||||
**Frozen Imports** (rewritten to local):
|
||||
|
||||
```nickel
|
||||
```
|
||||
# Original in workspace
|
||||
import "../../provisioning/schemas/main.ncl"
|
||||
|
||||
@ -720,7 +720,7 @@ import "./provisioning/schemas/main.ncl"
|
||||
|
||||
**Problem**:
|
||||
|
||||
```nickel
|
||||
```
|
||||
# ❌ WRONG
|
||||
let A = { x = 1 }
|
||||
let B = { y = 2 }
|
||||
@ -731,7 +731,7 @@ Error: `unexpected token`
|
||||
|
||||
**Solution**: Use `let...in` chaining:
|
||||
|
||||
```nickel
|
||||
```
|
||||
# ✅ CORRECT
|
||||
let A = { x = 1 } in
|
||||
let B = { y = 2 } in
|
||||
@ -744,7 +744,7 @@ let B = { y = 2 } in
|
||||
|
||||
**Problem**:
|
||||
|
||||
```nickel
|
||||
```
|
||||
# ❌ WRONG
|
||||
let StorageVol = {
|
||||
mount_path : String | null = null,
|
||||
@ -757,7 +757,7 @@ Error: `this can't be used as a contract`
|
||||
|
||||
**Solution**: Use untyped assignment:
|
||||
|
||||
```nickel
|
||||
```
|
||||
# ✅ CORRECT
|
||||
let StorageVol = {
|
||||
mount_path = null,
|
||||
@ -770,7 +770,7 @@ let StorageVol = {
|
||||
|
||||
**Problem**:
|
||||
|
||||
```nickel
|
||||
```
|
||||
# ❌ WRONG
|
||||
{
|
||||
get_value = fun x => x + 1,
|
||||
@ -782,7 +782,7 @@ Error: Functions can't be serialized
|
||||
|
||||
**Solution**: Mark helper functions `not_exported`:
|
||||
|
||||
```nickel
|
||||
```
|
||||
# ✅ CORRECT
|
||||
{
|
||||
get_value | not_exported = fun x => x + 1,
|
||||
@ -796,7 +796,7 @@ Error: Functions can't be serialized
|
||||
|
||||
**Problem**:
|
||||
|
||||
```nickel
|
||||
```
|
||||
let defaults = import "./defaults.ncl" in
|
||||
defaults.scheduler_config # But file has "scheduler"
|
||||
```
|
||||
@ -805,7 +805,7 @@ Error: `field not found`
|
||||
|
||||
**Solution**: Use exact field names:
|
||||
|
||||
```nickel
|
||||
```
|
||||
let defaults = import "./defaults.ncl" in
|
||||
defaults.scheduler # Correct name from defaults.ncl
|
||||
```
|
||||
@ -818,7 +818,7 @@ defaults.scheduler # Correct name from defaults.ncl
|
||||
|
||||
**Solution**: Check for circular references or missing `not_exported`:
|
||||
|
||||
```nickel
|
||||
```
|
||||
# ❌ Slow - functions being serialized
|
||||
{
|
||||
validate_config = fun x => x,
|
||||
@ -917,7 +917,7 @@ Type-safe prompts, forms, and schemas that **bidirectionally integrate with Nick
|
||||
|
||||
### Workflow: Nickel Schemas → Interactive UIs → Nickel Output
|
||||
|
||||
```bash
|
||||
```
|
||||
# 1. Define schema in Nickel
|
||||
cat > server.ncl << 'EOF'
|
||||
let contracts = import "./contracts.ncl" in
|
||||
@ -952,7 +952,7 @@ typedialog form --input form.toml --output nickel
|
||||
|
||||
### Example: Infrastructure Wizard
|
||||
|
||||
```bash
|
||||
```
|
||||
# User runs
|
||||
provisioning init --wizard
|
||||
|
||||
@ -1014,7 +1014,7 @@ provisioning/schemas/config/workspace_config/main.ncl
|
||||
|
||||
**File**: `provisioning/schemas/main.ncl` (174 lines)
|
||||
|
||||
```nickel
|
||||
```
|
||||
# Domain-organized architecture
|
||||
{
|
||||
lib | doc "Core library types"
|
||||
@ -1054,7 +1054,7 @@ provisioning/schemas/config/workspace_config/main.ncl
|
||||
|
||||
**Usage**:
|
||||
|
||||
```nickel
|
||||
```
|
||||
let provisioning = import "./main.ncl" in
|
||||
|
||||
provisioning.lib.Storage
|
||||
@ -1069,7 +1069,7 @@ provisioning.operations.workflows
|
||||
|
||||
**File**: `provisioning/extensions/providers/upcloud/nickel/main.ncl` (38 lines)
|
||||
|
||||
```nickel
|
||||
```
|
||||
let contracts_lib = import "./contracts.ncl" in
|
||||
let defaults_lib = import "./defaults.ncl" in
|
||||
|
||||
@ -1109,7 +1109,7 @@ let defaults_lib = import "./defaults.ncl" in
|
||||
|
||||
**File**: `workspace_librecloud/nickel/wuji/main.ncl` (53 lines)
|
||||
|
||||
```nickel
|
||||
```
|
||||
let settings_config = import "./settings.ncl" in
|
||||
let ts_cilium = import "./taskservs/cilium.ncl" in
|
||||
let ts_containerd = import "./taskservs/containerd.ncl" in
|
||||
|
||||
@ -15,7 +15,7 @@ verification, Cedar authorization, rate limiting, and audit logging) into a cohe
|
||||
|
||||
The middleware chain is applied in this specific order to ensure proper security:
|
||||
|
||||
```plaintext
|
||||
```
|
||||
┌─────────────────────────────────────────────────────────────────┐
|
||||
│ Incoming HTTP Request │
|
||||
└────────────────────────┬────────────────────────────────────────┘
|
||||
@ -90,7 +90,7 @@ The middleware chain is applied in this specific order to ensure proper security
|
||||
|
||||
**Example**:
|
||||
|
||||
```rust
|
||||
```
|
||||
pub struct SecurityContext {
|
||||
pub user_id: String,
|
||||
pub token: ValidatedToken,
|
||||
@ -164,7 +164,7 @@ impl SecurityContext {
|
||||
|
||||
**Example**:
|
||||
|
||||
```rust
|
||||
```
|
||||
fn requires_mfa(method: &str, path: &str) -> bool {
|
||||
if path.contains("/production/") { return true; }
|
||||
if method == "DELETE" { return true; }
|
||||
@ -190,7 +190,7 @@ fn requires_mfa(method: &str, path: &str) -> bool {
|
||||
|
||||
**Resource Mapping**:
|
||||
|
||||
```rust
|
||||
```
|
||||
/api/v1/servers/srv-123 → Resource::Server("srv-123")
|
||||
/api/v1/taskserv/kubernetes → Resource::TaskService("kubernetes")
|
||||
/api/v1/cluster/prod → Resource::Cluster("prod")
|
||||
@ -199,7 +199,7 @@ fn requires_mfa(method: &str, path: &str) -> bool {
|
||||
|
||||
**Action Mapping**:
|
||||
|
||||
```rust
|
||||
```
|
||||
GET → Action::Read
|
||||
POST → Action::Create
|
||||
PUT → Action::Update
|
||||
@ -223,7 +223,7 @@ DELETE → Action::Delete
|
||||
|
||||
**Configuration**:
|
||||
|
||||
```rust
|
||||
```
|
||||
pub struct RateLimitConfig {
|
||||
pub max_requests: u32, // for example, 100
|
||||
pub window_duration: Duration, // for example, 60 seconds
|
||||
@ -236,7 +236,7 @@ pub struct RateLimitConfig {
|
||||
|
||||
**Statistics**:
|
||||
|
||||
```rust
|
||||
```
|
||||
pub struct RateLimitStats {
|
||||
pub total_ips: usize, // Number of tracked IPs
|
||||
pub total_requests: u32, // Total requests made
|
||||
@ -261,7 +261,7 @@ pub struct RateLimitStats {
|
||||
|
||||
**Usage Example**:
|
||||
|
||||
```rust
|
||||
```
|
||||
use provisioning_orchestrator::security_integration::{
|
||||
SecurityComponents, SecurityConfig
|
||||
};
|
||||
@ -292,7 +292,7 @@ let secured_app = apply_security_middleware(app, &security);
|
||||
|
||||
### Updated AppState Structure
|
||||
|
||||
```rust
|
||||
```
|
||||
pub struct AppState {
|
||||
// Existing fields
|
||||
pub task_storage: Arc<dyn TaskStorage>,
|
||||
@ -317,7 +317,7 @@ pub struct AppState {
|
||||
|
||||
### Initialization in main.rs
|
||||
|
||||
```rust
|
||||
```
|
||||
#[tokio::main]
|
||||
async fn main() -> Result<()> {
|
||||
let args = Args::parse();
|
||||
@ -398,7 +398,7 @@ async fn main() -> Result<()> {
|
||||
|
||||
### Step-by-Step Flow
|
||||
|
||||
```plaintext
|
||||
```
|
||||
1. CLIENT REQUEST
|
||||
├─ Headers:
|
||||
│ ├─ Authorization: Bearer <jwt_token>
|
||||
@ -485,7 +485,7 @@ async fn main() -> Result<()> {
|
||||
|
||||
### Environment Variables
|
||||
|
||||
```bash
|
||||
```
|
||||
# JWT Configuration
|
||||
JWT_ISSUER=control-center
|
||||
JWT_AUDIENCE=orchestrator
|
||||
@ -513,7 +513,7 @@ AUDIT_RETENTION_DAYS=365
|
||||
|
||||
For development/testing, all security can be disabled:
|
||||
|
||||
```rust
|
||||
```
|
||||
// In main.rs
|
||||
let security = if env::var("DEVELOPMENT_MODE").unwrap_or("false".to_string()) == "true" {
|
||||
SecurityComponents::disabled(audit_logger.clone())
|
||||
@ -544,7 +544,7 @@ Location: `provisioning/platform/orchestrator/tests/security_integration_tests.r
|
||||
|
||||
**Run Tests**:
|
||||
|
||||
```bash
|
||||
```
|
||||
cd provisioning/platform/orchestrator
|
||||
cargo test security_integration_tests
|
||||
```
|
||||
|
||||
@ -54,18 +54,18 @@ http post <http://localhost:9090/workflows/servers/create> {
|
||||
|
||||
1. Orchestrator receives and queues:
|
||||
|
||||
```rust
|
||||
```
|
||||
// Orchestrator receives HTTP request
|
||||
async fn create_server_workflow(request) {
|
||||
let task = Task::new(TaskType::ServerCreate, request);
|
||||
task_queue.enqueue(task).await; // Queue for execution
|
||||
return workflow_id; // Return immediately
|
||||
}
|
||||
```text
|
||||
```
|
||||
|
||||
2. Orchestrator executes via Nushell subprocess:
|
||||
|
||||
```rust
|
||||
```
|
||||
// Orchestrator spawns Nushell to run business logic
|
||||
async fn execute_task(task: Task) {
|
||||
let output = Command::new("nu")
|
||||
@ -76,11 +76,11 @@ async fn execute_task(task: Task) {
|
||||
|
||||
// Orchestrator manages: retry, checkpointing, monitoring
|
||||
}
|
||||
```text
|
||||
```
|
||||
|
||||
3. Nushell executes the actual work:
|
||||
|
||||
```nu
|
||||
```
|
||||
# servers/create.nu
|
||||
|
||||
export def create-server [name: string] {
|
||||
|
||||
@ -18,7 +18,7 @@ functionality.
|
||||
|
||||
**Original Issue:**
|
||||
|
||||
```plaintext
|
||||
```
|
||||
Deep call stack in Nushell (template.nu:71)
|
||||
→ "Type not supported" errors
|
||||
→ Cannot handle complex nested workflows
|
||||
@ -35,7 +35,7 @@ Deep call stack in Nushell (template.nu:71)
|
||||
|
||||
### How It Works Today (Monorepo)
|
||||
|
||||
```plaintext
|
||||
```
|
||||
┌─────────────────────────────────────────────────────────────┐
|
||||
│ User │
|
||||
└───────────────────────────┬─────────────────────────────────┘
|
||||
@ -80,7 +80,7 @@ Deep call stack in Nushell (template.nu:71)
|
||||
|
||||
#### Mode 1: Direct Mode (Simple Operations)
|
||||
|
||||
```bash
|
||||
```
|
||||
# No orchestrator needed
|
||||
provisioning server list
|
||||
provisioning env
|
||||
@ -92,7 +92,7 @@ provisioning (CLI) → Nushell scripts → Result
|
||||
|
||||
#### Mode 2: Orchestrated Mode (Complex Operations)
|
||||
|
||||
```bash
|
||||
```
|
||||
# Uses orchestrator for coordination
|
||||
provisioning server create --orchestrated
|
||||
|
||||
@ -104,7 +104,7 @@ provisioning CLI → Orchestrator API → Task Queue → Nushell executor
|
||||
|
||||
#### Mode 3: Workflow Mode (Batch Operations)
|
||||
|
||||
```bash
|
||||
```
|
||||
# Complex workflows with dependencies
|
||||
provisioning workflow submit server-cluster.ncl
|
||||
|
||||
@ -128,7 +128,7 @@ provisioning CLI → Orchestrator Workflow Engine → Dependency Graph
|
||||
|
||||
**Nushell CLI (`core/nulib/workflows/server_create.nu`):**
|
||||
|
||||
```nushell
|
||||
```
|
||||
# Submit server creation workflow to orchestrator
|
||||
export def server_create_workflow [
|
||||
infra_name: string
|
||||
@ -153,7 +153,7 @@ export def server_create_workflow [
|
||||
|
||||
**Rust Orchestrator (`platform/orchestrator/src/api/workflows.rs`):**
|
||||
|
||||
```rust
|
||||
```
|
||||
// Receive workflow submission from Nushell CLI
|
||||
#[axum::debug_handler]
|
||||
async fn create_server_workflow(
|
||||
@ -183,7 +183,7 @@ async fn create_server_workflow(
|
||||
|
||||
**Flow:**
|
||||
|
||||
```plaintext
|
||||
```
|
||||
User → provisioning server create --orchestrated
|
||||
↓
|
||||
Nushell CLI prepares task
|
||||
@ -201,7 +201,7 @@ User can monitor: provisioning workflow monitor <id>
|
||||
|
||||
**Orchestrator Task Executor (`platform/orchestrator/src/executor.rs`):**
|
||||
|
||||
```rust
|
||||
```
|
||||
// Orchestrator spawns Nushell to execute business logic
|
||||
pub async fn execute_task(task: Task) -> Result<TaskResult> {
|
||||
match task.task_type {
|
||||
@ -233,7 +233,7 @@ pub async fn execute_task(task: Task) -> Result<TaskResult> {
|
||||
|
||||
**Flow:**
|
||||
|
||||
```plaintext
|
||||
```
|
||||
Orchestrator task queue has pending task
|
||||
↓
|
||||
Executor picks up task
|
||||
@ -253,7 +253,7 @@ User monitors via: provisioning workflow status <id>
|
||||
|
||||
**Nushell Calls Orchestrator API:**
|
||||
|
||||
```nushell
|
||||
```
|
||||
# Nushell script checks orchestrator status during execution
|
||||
export def check-orchestrator-health [] {
|
||||
let response = (http get http://localhost:9090/health)
|
||||
@ -276,7 +276,7 @@ export def report-progress [task_id: string, progress: int] {
|
||||
|
||||
**Orchestrator Monitors Nushell Execution:**
|
||||
|
||||
```rust
|
||||
```
|
||||
// Orchestrator tracks Nushell subprocess
|
||||
pub async fn execute_with_monitoring(task: Task) -> Result<TaskResult> {
|
||||
let mut child = Command::new("nu")
|
||||
@ -332,7 +332,7 @@ pub async fn execute_with_monitoring(task: Task) -> Result<TaskResult> {
|
||||
|
||||
**Runtime Integration (Same as Monorepo):**
|
||||
|
||||
```plaintext
|
||||
```
|
||||
User installs both packages:
|
||||
provisioning-core-3.2.1 → /usr/local/lib/provisioning/
|
||||
provisioning-platform-2.5.3 → /usr/local/bin/provisioning-orchestrator
|
||||
@ -347,7 +347,7 @@ No code dependencies, just runtime coordination!
|
||||
|
||||
**Core Package (`provisioning-core`) config:**
|
||||
|
||||
```toml
|
||||
```
|
||||
# /usr/local/share/provisioning/config/config.defaults.toml
|
||||
|
||||
[orchestrator]
|
||||
@ -363,7 +363,7 @@ fallback_to_direct = true # Fall back if orchestrator down
|
||||
|
||||
**Platform Package (`provisioning-platform`) config:**
|
||||
|
||||
```toml
|
||||
```
|
||||
# /usr/local/share/provisioning/platform/config.toml
|
||||
|
||||
[orchestrator]
|
||||
@ -382,7 +382,7 @@ task_timeout_seconds = 3600
|
||||
|
||||
**Compatibility Matrix (`provisioning-distribution/versions.toml`):**
|
||||
|
||||
```toml
|
||||
```
|
||||
[compatibility.platform."2.5.3"]
|
||||
core = "^3.2" # Platform 2.5.3 compatible with core 3.2.x
|
||||
min-core = "3.2.0"
|
||||
@ -402,7 +402,7 @@ orchestrator-api = "v1"
|
||||
|
||||
**No Orchestrator Needed:**
|
||||
|
||||
```bash
|
||||
```
|
||||
provisioning server list
|
||||
|
||||
# Flow:
|
||||
@ -414,7 +414,7 @@ CLI → servers/list.nu → Query state → Return results
|
||||
|
||||
**Using Orchestrator:**
|
||||
|
||||
```bash
|
||||
```
|
||||
provisioning server create --orchestrated --infra wuji
|
||||
|
||||
# Detailed Flow:
|
||||
@ -466,7 +466,7 @@ provisioning server create --orchestrated --infra wuji
|
||||
|
||||
**Complex Workflow:**
|
||||
|
||||
```bash
|
||||
```
|
||||
provisioning batch submit multi-cloud-deployment.ncl
|
||||
|
||||
# Workflow contains:
|
||||
@ -548,7 +548,7 @@ provisioning batch submit multi-cloud-deployment.ncl
|
||||
|
||||
1. **Reliable State Management**
|
||||
|
||||
```plaintext
|
||||
```
|
||||
Orchestrator maintains:
|
||||
- Task queue (survives crashes)
|
||||
- Workflow checkpoints (resume on failure)
|
||||
@ -558,7 +558,7 @@ provisioning batch submit multi-cloud-deployment.ncl
|
||||
|
||||
1. **Clean Separation**
|
||||
|
||||
```plaintext
|
||||
```
|
||||
Orchestrator (Rust): Performance, concurrency, state
|
||||
Business Logic (Nushell): Providers, taskservs, workflows
|
||||
|
||||
@ -594,7 +594,7 @@ provisioning batch submit multi-cloud-deployment.ncl
|
||||
|
||||
**User installs bundle:**
|
||||
|
||||
```bash
|
||||
```
|
||||
curl -fsSL https://get.provisioning.io | sh
|
||||
|
||||
# Installs:
|
||||
@ -614,7 +614,7 @@ curl -fsSL https://get.provisioning.io | sh
|
||||
|
||||
**Core package expects orchestrator:**
|
||||
|
||||
```nushell
|
||||
```
|
||||
# core/nulib/lib_provisioning/orchestrator/client.nu
|
||||
|
||||
# Check if orchestrator is running
|
||||
@ -644,7 +644,7 @@ export def ensure-orchestrator [] {
|
||||
|
||||
**Platform package executes core scripts:**
|
||||
|
||||
```rust
|
||||
```
|
||||
// platform/orchestrator/src/executor/nushell.rs
|
||||
|
||||
pub struct NushellExecutor {
|
||||
@ -689,7 +689,7 @@ impl NushellExecutor {
|
||||
|
||||
**`/usr/local/share/provisioning/config/config.defaults.toml`:**
|
||||
|
||||
```toml
|
||||
```
|
||||
[orchestrator]
|
||||
enabled = true
|
||||
endpoint = "http://localhost:9090"
|
||||
@ -722,7 +722,7 @@ force_direct = [
|
||||
|
||||
**`/usr/local/share/provisioning/platform/config.toml`:**
|
||||
|
||||
```toml
|
||||
```
|
||||
[server]
|
||||
host = "127.0.0.1"
|
||||
port = 8080
|
||||
@ -780,7 +780,7 @@ env_vars = { NU_LIB_DIRS = "/usr/local/lib/provisioning" }
|
||||
|
||||
The confusing example in the multi-repo doc was **oversimplified**. The real architecture is:
|
||||
|
||||
```plaintext
|
||||
```
|
||||
✅ Orchestrator IS USED and IS ESSENTIAL
|
||||
✅ Platform (Rust) coordinates Core (Nushell) execution
|
||||
✅ Loose coupling via CLI + REST API (not code dependencies)
|
||||
|
||||
@ -1,29 +1,30 @@
|
||||
# KCL Package and Module Loader System
|
||||
# Nickel Package and Module Loader System
|
||||
|
||||
This document describes the new package-based architecture implemented for the provisioning system, replacing hardcoded extension paths with a
|
||||
flexible module discovery and loading system.
|
||||
This document describes the package-based architecture implemented for the provisioning system, replacing hardcoded extension paths with a
|
||||
flexible module discovery and loading system using Nickel for type-safe configuration.
|
||||
|
||||
## Architecture Overview
|
||||
|
||||
The new system consists of two main components:
|
||||
The system consists of two main components:
|
||||
|
||||
1. **Core KCL Package**: Distributable core provisioning schemas
|
||||
1. **Core Nickel Package**: Distributable core provisioning schemas with type safety
|
||||
2. **Module Loader System**: Dynamic discovery and loading of extensions
|
||||
|
||||
### Benefits
|
||||
|
||||
- **Type-Safe Configuration**: Nickel ensures configuration validity at evaluation time
|
||||
- **Clean Separation**: Core package is self-contained and distributable
|
||||
- **Plug-and-Play Extensions**: Taskservs, providers, and clusters can be loaded dynamically
|
||||
- **Version Management**: Core package and extensions can be versioned independently
|
||||
- **Developer Friendly**: Easy workspace setup and module management
|
||||
- **Developer Friendly**: Easy workspace setup and module management with lazy evaluation
|
||||
|
||||
## Components
|
||||
|
||||
### 1. Core KCL Package (`/provisioning/kcl/`)
|
||||
### 1. Core Nickel Package (`/provisioning/schemas/`)
|
||||
|
||||
Contains fundamental schemas for provisioning:
|
||||
|
||||
- `settings.ncl` - System settings and configuration
|
||||
- `main.ncl` - Primary provisioning configuration
|
||||
- `server.ncl` - Server definitions and schemas
|
||||
- `defaults.ncl` - Default configurations
|
||||
- `lib.ncl` - Common library schemas
|
||||
@ -33,13 +34,14 @@ Contains fundamental schemas for provisioning:
|
||||
|
||||
- No hardcoded extension paths
|
||||
- Self-contained and distributable
|
||||
- Package-based imports only
|
||||
- Type-safe package-based imports
|
||||
- Lazy evaluation of expensive computations
|
||||
|
||||
### 2. Module Discovery System
|
||||
|
||||
#### Discovery Commands
|
||||
|
||||
```bash
|
||||
```
|
||||
# Discover available modules
|
||||
module-loader discover taskservs # List all taskservs
|
||||
module-loader discover providers --format yaml # List providers as YAML
|
||||
@ -56,7 +58,7 @@ module-loader discover clusters redis # Search for redis clusters
|
||||
|
||||
#### Loading Commands
|
||||
|
||||
```bash
|
||||
```
|
||||
# Load modules into workspace
|
||||
module-loader load taskservs . [kubernetes, cilium, containerd]
|
||||
module-loader load providers . [upcloud]
|
||||
@ -79,7 +81,7 @@ module-loader init workspace/infra/production \
|
||||
|
||||
### New Workspace Layout
|
||||
|
||||
```plaintext
|
||||
```
|
||||
workspace/infra/my-project/
|
||||
├── kcl.mod # Package dependencies
|
||||
├── servers.ncl # Main server configuration
|
||||
@ -108,7 +110,7 @@ workspace/infra/my-project/
|
||||
|
||||
#### Before (Old System)
|
||||
|
||||
```kcl
|
||||
```
|
||||
# Hardcoded relative paths
|
||||
import ../../../kcl/server as server
|
||||
import ../../../extensions/taskservs/kubernetes/kcl/kubernetes as k8s
|
||||
@ -116,7 +118,7 @@ import ../../../extensions/taskservs/kubernetes/kcl/kubernetes as k8s
|
||||
|
||||
#### After (New System)
|
||||
|
||||
```kcl
|
||||
```
|
||||
# Package-based imports
|
||||
import provisioning.server as server
|
||||
|
||||
@ -128,7 +130,7 @@ import .taskservs.nclubernetes.kubernetes as k8s
|
||||
|
||||
### Building Core Package
|
||||
|
||||
```bash
|
||||
```
|
||||
# Build distributable package
|
||||
./provisioning/tools/kcl-packager.nu build --version 1.0.0
|
||||
|
||||
@ -143,21 +145,21 @@ import .taskservs.nclubernetes.kubernetes as k8s
|
||||
|
||||
#### Method 1: Local Installation (Recommended for development)
|
||||
|
||||
```toml
|
||||
```
|
||||
[dependencies]
|
||||
provisioning = { path = "~/.kcl/packages/provisioning", version = "0.0.1" }
|
||||
```
|
||||
|
||||
#### Method 2: Git Repository (For distributed teams)
|
||||
|
||||
```toml
|
||||
```
|
||||
[dependencies]
|
||||
provisioning = { git = "https://github.com/your-org/provisioning-kcl", version = "v0.0.1" }
|
||||
```
|
||||
|
||||
#### Method 3: KCL Registry (When available)
|
||||
|
||||
```toml
|
||||
```
|
||||
[dependencies]
|
||||
provisioning = { version = "0.0.1" }
|
||||
```
|
||||
@ -166,7 +168,7 @@ provisioning = { version = "0.0.1" }
|
||||
|
||||
### 1. New Project Setup
|
||||
|
||||
```bash
|
||||
```
|
||||
# Create workspace from template
|
||||
cp -r provisioning/templates/workspaces/kubernetes ./my-k8s-cluster
|
||||
cd my-k8s-cluster
|
||||
@ -185,7 +187,7 @@ provisioning server create --infra . --check
|
||||
|
||||
### 2. Extension Development
|
||||
|
||||
```bash
|
||||
```
|
||||
# Create new taskserv
|
||||
mkdir -p extensions/taskservs/my-service/kcl
|
||||
cd extensions/taskservs/my-service/kcl
|
||||
@ -200,7 +202,7 @@ module-loader discover taskservs # Should find your service
|
||||
|
||||
### 3. Workspace Migration
|
||||
|
||||
```bash
|
||||
```
|
||||
# Analyze existing workspace
|
||||
workspace-migrate.nu workspace/infra/old-project dry-run
|
||||
|
||||
@ -213,7 +215,7 @@ module-loader validate workspace/infra/old-project
|
||||
|
||||
### 4. Multi-Environment Management
|
||||
|
||||
```bash
|
||||
```
|
||||
# Development environment
|
||||
cd workspace/infra/dev
|
||||
module-loader load taskservs . [redis, postgres]
|
||||
@ -229,7 +231,7 @@ module-loader load providers . [upcloud, aws] # Multi-cloud
|
||||
|
||||
### Listing and Validation
|
||||
|
||||
```bash
|
||||
```
|
||||
# List loaded modules
|
||||
module-loader list taskservs .
|
||||
module-loader list providers .
|
||||
@ -244,7 +246,7 @@ workspace-init.nu . info
|
||||
|
||||
### Unloading Modules
|
||||
|
||||
```bash
|
||||
```
|
||||
# Remove specific modules
|
||||
module-loader unload taskservs . redis
|
||||
module-loader unload providers . aws
|
||||
@ -254,7 +256,7 @@ module-loader unload providers . aws
|
||||
|
||||
### Module Information
|
||||
|
||||
```bash
|
||||
```
|
||||
# Get detailed module info
|
||||
module-loader info taskservs kubernetes
|
||||
module-loader info providers upcloud
|
||||
@ -265,7 +267,7 @@ module-loader info clusters buildkit
|
||||
|
||||
### Pipeline Example
|
||||
|
||||
```bash
|
||||
```
|
||||
#!/usr/bin/env nu
|
||||
# deploy-pipeline.nu
|
||||
|
||||
@ -290,13 +292,13 @@ provisioning server create --infra $env.WORKSPACE_PATH
|
||||
|
||||
#### Module Import Errors
|
||||
|
||||
```plaintext
|
||||
```
|
||||
Error: module not found
|
||||
```
|
||||
|
||||
**Solution**: Verify modules are loaded and regenerate imports
|
||||
|
||||
```bash
|
||||
```
|
||||
module-loader list taskservs .
|
||||
module-loader load taskservs . [kubernetes, cilium, containerd]
|
||||
```
|
||||
@ -309,14 +311,14 @@ module-loader load taskservs . [kubernetes, cilium, containerd]
|
||||
|
||||
**Solution**: Verify core package installation and kcl.mod configuration
|
||||
|
||||
```bash
|
||||
```
|
||||
kcl-packager.nu install --version latest
|
||||
kcl run --dry-run servers.ncl
|
||||
```
|
||||
|
||||
### Debug Commands
|
||||
|
||||
```bash
|
||||
```
|
||||
# Show workspace structure
|
||||
tree -a workspace/infra/my-project
|
||||
|
||||
@ -362,25 +364,25 @@ For existing workspaces, follow these steps:
|
||||
|
||||
### 1. Backup Current Workspace
|
||||
|
||||
```bash
|
||||
```
|
||||
cp -r workspace/infra/existing workspace/infra/existing-backup
|
||||
```
|
||||
|
||||
### 2. Analyze Migration Requirements
|
||||
|
||||
```bash
|
||||
```
|
||||
workspace-migrate.nu workspace/infra/existing dry-run
|
||||
```
|
||||
|
||||
### 3. Perform Migration
|
||||
|
||||
```bash
|
||||
```
|
||||
workspace-migrate.nu workspace/infra/existing
|
||||
```
|
||||
|
||||
### 4. Load Required Modules
|
||||
|
||||
```bash
|
||||
```
|
||||
cd workspace/infra/existing
|
||||
module-loader load taskservs . [kubernetes, cilium]
|
||||
module-loader load providers . [upcloud]
|
||||
@ -388,14 +390,14 @@ module-loader load providers . [upcloud]
|
||||
|
||||
### 5. Test and Validate
|
||||
|
||||
```bash
|
||||
```
|
||||
kcl run servers.ncl
|
||||
module-loader validate .
|
||||
```
|
||||
|
||||
### 6. Deploy
|
||||
|
||||
```bash
|
||||
```
|
||||
provisioning server create --infra . --check
|
||||
```
|
||||
|
||||
|
||||
@ -70,7 +70,7 @@ workflow, and user-friendly distribution.
|
||||
|
||||
### 1. Monorepo Structure
|
||||
|
||||
```plaintext
|
||||
```
|
||||
project-provisioning/
|
||||
│
|
||||
├── provisioning/ # CORE SYSTEM (distribution source)
|
||||
@ -246,7 +246,7 @@ project-provisioning/
|
||||
|
||||
**Installation:**
|
||||
|
||||
```bash
|
||||
```
|
||||
/usr/local/
|
||||
├── bin/
|
||||
│ └── provisioning
|
||||
@ -275,7 +275,7 @@ project-provisioning/
|
||||
|
||||
**Installation:**
|
||||
|
||||
```bash
|
||||
```
|
||||
/usr/local/
|
||||
├── bin/
|
||||
│ ├── provisioning-orchestrator
|
||||
@ -297,7 +297,7 @@ project-provisioning/
|
||||
|
||||
**Installation:**
|
||||
|
||||
```bash
|
||||
```
|
||||
/usr/local/lib/provisioning/extensions/
|
||||
├── taskservs/
|
||||
├── clusters/
|
||||
@ -317,7 +317,7 @@ project-provisioning/
|
||||
|
||||
**Installation:**
|
||||
|
||||
```bash
|
||||
```
|
||||
~/.config/nushell/plugins/
|
||||
```
|
||||
|
||||
@ -325,7 +325,7 @@ project-provisioning/
|
||||
|
||||
#### System Installation (Root)
|
||||
|
||||
```bash
|
||||
```
|
||||
/usr/local/
|
||||
├── bin/
|
||||
│ ├── provisioning # Main CLI
|
||||
@ -351,7 +351,7 @@ project-provisioning/
|
||||
|
||||
#### User Configuration
|
||||
|
||||
```bash
|
||||
```
|
||||
~/.provisioning/
|
||||
├── config/
|
||||
│ └── config.user.toml # User overrides
|
||||
@ -365,7 +365,7 @@ project-provisioning/
|
||||
|
||||
#### Project Workspace
|
||||
|
||||
```bash
|
||||
```
|
||||
./workspace/
|
||||
├── infra/ # Infrastructure definitions
|
||||
│ ├── my-cluster/
|
||||
@ -384,7 +384,7 @@ project-provisioning/
|
||||
|
||||
### Configuration Hierarchy
|
||||
|
||||
```plaintext
|
||||
```
|
||||
Priority (highest to lowest):
|
||||
1. CLI flags --debug, --infra=my-cluster
|
||||
2. Runtime overrides PROVISIONING_DEBUG=true
|
||||
@ -401,7 +401,7 @@ Priority (highest to lowest):
|
||||
|
||||
**`provisioning/tools/build/`:**
|
||||
|
||||
```plaintext
|
||||
```
|
||||
build/
|
||||
├── build-system.nu # Main build orchestrator
|
||||
├── package-core.nu # Core packaging
|
||||
@ -417,7 +417,7 @@ build/
|
||||
|
||||
**`provisioning/tools/build/build-system.nu`:**
|
||||
|
||||
```nushell
|
||||
```
|
||||
#!/usr/bin/env nu
|
||||
# Build system for provisioning project
|
||||
|
||||
@ -595,7 +595,7 @@ export def "main status" [] {
|
||||
|
||||
**`Justfile`:**
|
||||
|
||||
```makefile
|
||||
```
|
||||
# Provisioning Build System
|
||||
# Use 'just --list' to see all available commands
|
||||
|
||||
@ -727,7 +727,7 @@ audit:
|
||||
|
||||
**`distribution/installers/install.nu`:**
|
||||
|
||||
```nushell
|
||||
```
|
||||
#!/usr/bin/env nu
|
||||
# Provisioning installation script
|
||||
|
||||
@ -984,7 +984,7 @@ export def "main upgrade" [
|
||||
|
||||
**`distribution/installers/install.sh`:**
|
||||
|
||||
```bash
|
||||
```
|
||||
#!/usr/bin/env bash
|
||||
# Provisioning installation script (Bash version)
|
||||
# This script installs Nushell first, then runs the Nushell installer
|
||||
@ -1111,7 +1111,7 @@ main "$@"
|
||||
|
||||
**Commands:**
|
||||
|
||||
```bash
|
||||
```
|
||||
# Backup current state
|
||||
cp -r /Users/Akasha/project-provisioning /Users/Akasha/project-provisioning.backup
|
||||
|
||||
@ -1136,7 +1136,7 @@ fd workspace -t d > workspace-dirs.txt
|
||||
|
||||
**Commands:**
|
||||
|
||||
```bash
|
||||
```
|
||||
# Create distribution directory
|
||||
mkdir -p distribution/{packages,installers,registry}
|
||||
|
||||
@ -1410,7 +1410,7 @@ rm -rf NO/ wrks/ presentations/
|
||||
|
||||
#### Option 1: Clean Migration
|
||||
|
||||
```bash
|
||||
```
|
||||
# Backup current workspace
|
||||
cp -r workspace workspace.backup
|
||||
|
||||
@ -1423,7 +1423,7 @@ provisioning workspace migrate --from workspace.backup --to workspace/
|
||||
|
||||
#### Option 2: In-Place Migration
|
||||
|
||||
```bash
|
||||
```
|
||||
# Run migration script
|
||||
provisioning migrate --check # Dry run
|
||||
provisioning migrate # Execute migration
|
||||
@ -1431,7 +1431,7 @@ provisioning migrate # Execute migration
|
||||
|
||||
### For Developers
|
||||
|
||||
```bash
|
||||
```
|
||||
# Pull latest changes
|
||||
git pull origin main
|
||||
|
||||
|
||||
@ -11,7 +11,7 @@ The system solves fundamental technical challenges through architectural innovat
|
||||
|
||||
### System Diagram
|
||||
|
||||
```plaintext
|
||||
```
|
||||
┌─────────────────────────────────────────────────────────────────┐
|
||||
│ User Interface Layer │
|
||||
├─────────────────┬─────────────────┬─────────────────────────────┤
|
||||
@ -149,7 +149,7 @@ The system solves fundamental technical challenges through architectural innovat
|
||||
|
||||
**Nickel Workflow Definitions**:
|
||||
|
||||
```nickel
|
||||
```
|
||||
{
|
||||
batch_workflow = {
|
||||
name = "multi_cloud_deployment",
|
||||
@ -247,14 +247,14 @@ The system solves fundamental technical challenges through architectural innovat
|
||||
|
||||
### Configuration Resolution Flow
|
||||
|
||||
```plaintext
|
||||
```
|
||||
1. Workspace Discovery → 2. Configuration Loading → 3. Hierarchy Merge →
|
||||
4. Variable Interpolation → 5. Schema Validation → 6. Runtime Application
|
||||
```
|
||||
|
||||
### Workflow Execution Flow
|
||||
|
||||
```plaintext
|
||||
```
|
||||
1. Workflow Submission → 2. Dependency Analysis → 3. Task Scheduling →
|
||||
4. Parallel Execution → 5. State Tracking → 6. Result Aggregation →
|
||||
7. Error Handling → 8. Cleanup/Rollback
|
||||
@ -262,7 +262,7 @@ The system solves fundamental technical challenges through architectural innovat
|
||||
|
||||
### Provider Integration Flow
|
||||
|
||||
```plaintext
|
||||
```
|
||||
1. Provider Discovery → 2. Configuration Validation → 3. Authentication →
|
||||
4. Resource Planning → 5. Operation Execution → 6. State Persistence →
|
||||
7. Result Reporting
|
||||
|
||||
@ -11,7 +11,7 @@
|
||||
|
||||
TypeDialog generates **type-safe interactive forms** from configuration schemas with **bidirectional Nickel integration**.
|
||||
|
||||
```plaintext
|
||||
```
|
||||
Nickel Schema
|
||||
↓
|
||||
TypeDialog Form (Auto-generated)
|
||||
@ -27,7 +27,7 @@ Nickel output config (Type-safe)
|
||||
|
||||
### Three Layers
|
||||
|
||||
```plaintext
|
||||
```
|
||||
CLI/TUI/Web Layer
|
||||
↓
|
||||
TypeDialog Form Engine
|
||||
@ -39,7 +39,7 @@ Schema Contracts
|
||||
|
||||
### Data Flow
|
||||
|
||||
```plaintext
|
||||
```
|
||||
Input (Nickel)
|
||||
↓
|
||||
Form Definition (TOML)
|
||||
@ -59,7 +59,7 @@ Output (JSON/YAML/TOML/Nickel)
|
||||
|
||||
### Installation
|
||||
|
||||
```bash
|
||||
```
|
||||
# Clone TypeDialog
|
||||
git clone https://github.com/jesusperezlorenzo/typedialog.git
|
||||
cd typedialog
|
||||
@ -73,7 +73,7 @@ cargo install --path ./crates/typedialog
|
||||
|
||||
### Verify Installation
|
||||
|
||||
```bash
|
||||
```
|
||||
typedialog --version
|
||||
typedialog --help
|
||||
```
|
||||
@ -84,7 +84,7 @@ typedialog --help
|
||||
|
||||
### Step 1: Define Nickel Schema
|
||||
|
||||
```nickel
|
||||
```
|
||||
# server_config.ncl
|
||||
let contracts = import "./contracts.ncl" in
|
||||
let defaults = import "./defaults.ncl" in
|
||||
@ -101,7 +101,7 @@ let defaults = import "./defaults.ncl" in
|
||||
|
||||
### Step 2: Define TypeDialog Form (TOML)
|
||||
|
||||
```toml
|
||||
```
|
||||
# server_form.toml
|
||||
[form]
|
||||
title = "Server Configuration"
|
||||
@ -155,13 +155,13 @@ help = "Select applicable tags"
|
||||
|
||||
### Step 3: Render Form (CLI)
|
||||
|
||||
```bash
|
||||
```
|
||||
typedialog form --config server_form.toml --backend cli
|
||||
```
|
||||
|
||||
**Output**:
|
||||
|
||||
```plaintext
|
||||
```
|
||||
Server Configuration
|
||||
Create a new server configuration
|
||||
|
||||
@ -179,14 +179,14 @@ Create a new server configuration
|
||||
|
||||
### Step 4: Validate Against Nickel Schema
|
||||
|
||||
```bash
|
||||
```
|
||||
# Validation happens automatically
|
||||
# If input matches Nickel contract, proceeds to output
|
||||
```
|
||||
|
||||
### Step 5: Output to Nickel
|
||||
|
||||
```bash
|
||||
```
|
||||
typedialog form \
|
||||
--config server_form.toml \
|
||||
--output nickel \
|
||||
@ -195,7 +195,7 @@ typedialog form \
|
||||
|
||||
**Output file** (`server_config_output.ncl`):
|
||||
|
||||
```nickel
|
||||
```
|
||||
{
|
||||
server_name = "web-01",
|
||||
cpu_cores = 4,
|
||||
@ -216,7 +216,7 @@ You want an interactive CLI wizard for infrastructure provisioning.
|
||||
|
||||
### Step 1: Define Nickel Schema for Infrastructure
|
||||
|
||||
```nickel
|
||||
```
|
||||
# infrastructure_schema.ncl
|
||||
{
|
||||
InfrastructureConfig = {
|
||||
@ -245,7 +245,7 @@ You want an interactive CLI wizard for infrastructure provisioning.
|
||||
|
||||
### Step 2: Create Comprehensive Form
|
||||
|
||||
```toml
|
||||
```
|
||||
# infrastructure_wizard.toml
|
||||
[form]
|
||||
title = "Infrastructure Provisioning Wizard"
|
||||
@ -334,7 +334,7 @@ placeholder = "admin@company.com"
|
||||
|
||||
### Step 3: Run Interactive Wizard
|
||||
|
||||
```bash
|
||||
```
|
||||
typedialog form \
|
||||
--config infrastructure_wizard.toml \
|
||||
--backend tui \
|
||||
@ -343,7 +343,7 @@ typedialog form \
|
||||
|
||||
**Output** (`infrastructure_config.ncl`):
|
||||
|
||||
```nickel
|
||||
```
|
||||
{
|
||||
workspace_name = "production-eu",
|
||||
deployment_mode = 'enterprise,
|
||||
@ -358,7 +358,7 @@ typedialog form \
|
||||
|
||||
### Step 4: Use Output in Infrastructure
|
||||
|
||||
```nickel
|
||||
```
|
||||
# main_infrastructure.ncl
|
||||
let config = import "./infrastructure_config.ncl" in
|
||||
let schemas = import "../../provisioning/schemas/main.ncl" in
|
||||
@ -398,7 +398,7 @@ let schemas = import "../../provisioning/schemas/main.ncl" in
|
||||
|
||||
### Form Definition (Advanced)
|
||||
|
||||
```toml
|
||||
```
|
||||
# server_advanced_form.toml
|
||||
[form]
|
||||
title = "Server Configuration"
|
||||
@ -532,7 +532,7 @@ options = ["production", "staging", "testing", "development"]
|
||||
|
||||
### Output Structure
|
||||
|
||||
```nickel
|
||||
```
|
||||
{
|
||||
# Basic
|
||||
server_name = "web-prod-01",
|
||||
@ -562,7 +562,7 @@ options = ["production", "staging", "testing", "development"]
|
||||
|
||||
### TypeDialog REST Endpoints
|
||||
|
||||
```bash
|
||||
```
|
||||
# Start TypeDialog server
|
||||
typedialog server --port 8080
|
||||
|
||||
@ -574,7 +574,7 @@ curl -X POST http://localhost:8080/forms \
|
||||
|
||||
### Response Format
|
||||
|
||||
```json
|
||||
```
|
||||
{
|
||||
"form_id": "srv_abc123",
|
||||
"status": "rendered",
|
||||
@ -592,7 +592,7 @@ curl -X POST http://localhost:8080/forms \
|
||||
|
||||
### Submit Form
|
||||
|
||||
```bash
|
||||
```
|
||||
curl -X POST http://localhost:8080/forms/srv_abc123/submit \
|
||||
-H "Content-Type: application/json" \
|
||||
-d '{
|
||||
@ -607,7 +607,7 @@ curl -X POST http://localhost:8080/forms/srv_abc123/submit \
|
||||
|
||||
### Response
|
||||
|
||||
```json
|
||||
```
|
||||
{
|
||||
"status": "success",
|
||||
"validation": "passed",
|
||||
@ -631,7 +631,7 @@ curl -X POST http://localhost:8080/forms/srv_abc123/submit \
|
||||
|
||||
TypeDialog validates user input against Nickel contracts:
|
||||
|
||||
```nickel
|
||||
```
|
||||
# Nickel contract
|
||||
ServerConfig = {
|
||||
cpu_cores | Number, # Must be number
|
||||
@ -645,7 +645,7 @@ ServerConfig = {
|
||||
|
||||
### Validation Rules in Form
|
||||
|
||||
```toml
|
||||
```
|
||||
[[fields]]
|
||||
name = "cpu_cores"
|
||||
type = "number"
|
||||
@ -661,7 +661,7 @@ help = "Must be 1-32 cores"
|
||||
|
||||
### Use Case: Infrastructure Initialization
|
||||
|
||||
```bash
|
||||
```
|
||||
# 1. User runs initialization
|
||||
provisioning init --wizard
|
||||
|
||||
@ -679,7 +679,7 @@ provisioning init --wizard
|
||||
|
||||
### Implementation in Nushell
|
||||
|
||||
```nushell
|
||||
```
|
||||
# provisioning/core/nulib/provisioning_init.nu
|
||||
|
||||
def provisioning_init_wizard [] {
|
||||
@ -714,7 +714,7 @@ def provisioning_init_wizard [] {
|
||||
|
||||
Show/hide fields based on user selections:
|
||||
|
||||
```toml
|
||||
```
|
||||
[[fields]]
|
||||
name = "backup_retention"
|
||||
label = "Backup Retention (days)"
|
||||
@ -726,7 +726,7 @@ visible_if = "enable_backup == true" # Only shown if backup enabled
|
||||
|
||||
Set defaults based on other fields:
|
||||
|
||||
```toml
|
||||
```
|
||||
[[fields]]
|
||||
name = "deployment_mode"
|
||||
type = "select"
|
||||
@ -741,7 +741,7 @@ default_from = "deployment_mode" # Can reference other fields
|
||||
|
||||
### Custom Validation
|
||||
|
||||
```toml
|
||||
```
|
||||
[[fields]]
|
||||
name = "memory_gb"
|
||||
type = "number"
|
||||
@ -755,7 +755,7 @@ help = "Memory must be at least 2 GB per CPU core"
|
||||
|
||||
TypeDialog can output to multiple formats:
|
||||
|
||||
```bash
|
||||
```
|
||||
# Output to Nickel (recommended for IaC)
|
||||
typedialog form --config form.toml --output nickel
|
||||
|
||||
@ -777,7 +777,7 @@ TypeDialog supports three rendering backends:
|
||||
|
||||
### 1. CLI (Command-line prompts)
|
||||
|
||||
```bash
|
||||
```
|
||||
typedialog form --config form.toml --backend cli
|
||||
```
|
||||
|
||||
@ -786,7 +786,7 @@ typedialog form --config form.toml --backend cli
|
||||
|
||||
### 2. TUI (Terminal User Interface - Ratatui)
|
||||
|
||||
```bash
|
||||
```
|
||||
typedialog form --config form.toml --backend tui
|
||||
```
|
||||
|
||||
@ -795,7 +795,7 @@ typedialog form --config form.toml --backend tui
|
||||
|
||||
### 3. Web (HTTP Server - Axum)
|
||||
|
||||
```bash
|
||||
```
|
||||
typedialog form --config form.toml --backend web --port 3000
|
||||
# Opens http://localhost:3000
|
||||
```
|
||||
@ -813,7 +813,7 @@ typedialog form --config form.toml --backend web --port 3000
|
||||
|
||||
**Solution**: Verify field definitions match Nickel schema:
|
||||
|
||||
```toml
|
||||
```
|
||||
# Form field
|
||||
[[fields]]
|
||||
name = "cpu_cores" # Must match Nickel field name
|
||||
@ -826,7 +826,7 @@ type = "number" # Must match Nickel type
|
||||
|
||||
**Solution**: Add help text and validation rules:
|
||||
|
||||
```toml
|
||||
```
|
||||
[[fields]]
|
||||
name = "cpu_cores"
|
||||
validation_pattern = "^[1-9][0-9]*$"
|
||||
@ -839,7 +839,7 @@ help = "Must be positive integer"
|
||||
|
||||
**Solution**: Ensure all required fields in form:
|
||||
|
||||
```toml
|
||||
```
|
||||
[[fields]]
|
||||
name = "required_field"
|
||||
required = true # User must provide value
|
||||
@ -851,7 +851,7 @@ required = true # User must provide value
|
||||
|
||||
### Step 1: Define Nickel Schema
|
||||
|
||||
```nickel
|
||||
```
|
||||
# workspace_schema.ncl
|
||||
{
|
||||
workspace = {
|
||||
@ -866,7 +866,7 @@ required = true # User must provide value
|
||||
|
||||
### Step 2: Define Form
|
||||
|
||||
```toml
|
||||
```
|
||||
# workspace_form.toml
|
||||
[[fields]]
|
||||
name = "name"
|
||||
@ -895,14 +895,14 @@ required = true
|
||||
|
||||
### Step 3: User Interaction
|
||||
|
||||
```bash
|
||||
```
|
||||
$ typedialog form --config workspace_form.toml --backend tui
|
||||
# User fills form interactively
|
||||
```
|
||||
|
||||
### Step 4: Output
|
||||
|
||||
```nickel
|
||||
```
|
||||
{
|
||||
workspace = {
|
||||
name = "production",
|
||||
@ -916,7 +916,7 @@ $ typedialog form --config workspace_form.toml --backend tui
|
||||
|
||||
### Step 5: Use in Provisioning
|
||||
|
||||
```nickel
|
||||
```
|
||||
# main.ncl
|
||||
let config = import "./workspace.ncl" in
|
||||
let schemas = import "provisioning/schemas/main.ncl" in
|
||||
|
||||
@ -10,7 +10,7 @@ The new configuration system includes comprehensive schema validation to catch e
|
||||
|
||||
Ensures all required fields are present:
|
||||
|
||||
```toml
|
||||
```
|
||||
# Schema definition
|
||||
[required]
|
||||
fields = ["name", "version", "enabled"]
|
||||
@ -30,7 +30,7 @@ version = "1.0.0"
|
||||
|
||||
Validates field types:
|
||||
|
||||
```toml
|
||||
```
|
||||
# Schema
|
||||
[fields.port]
|
||||
type = "int"
|
||||
@ -54,7 +54,7 @@ port = "8080" # Error: Expected int, got string
|
||||
|
||||
Restricts values to predefined set:
|
||||
|
||||
```toml
|
||||
```
|
||||
# Schema
|
||||
[fields.environment]
|
||||
type = "string"
|
||||
@ -71,7 +71,7 @@ environment = "production" # Error: Must be one of: dev, staging, prod
|
||||
|
||||
Validates numeric ranges:
|
||||
|
||||
```toml
|
||||
```
|
||||
# Schema
|
||||
[fields.port]
|
||||
type = "int"
|
||||
@ -92,7 +92,7 @@ port = 70000 # Error: Must be <= 65535
|
||||
|
||||
Validates string patterns using regex:
|
||||
|
||||
```toml
|
||||
```
|
||||
# Schema
|
||||
[fields.email]
|
||||
type = "string"
|
||||
@ -109,7 +109,7 @@ email = "not-an-email" # Error: Does not match pattern
|
||||
|
||||
Warns about deprecated configuration:
|
||||
|
||||
```toml
|
||||
```
|
||||
# Schema
|
||||
[deprecated]
|
||||
fields = ["old_field"]
|
||||
@ -125,7 +125,7 @@ old_field = "value" # Warning: old_field is deprecated. Use new_field instead.
|
||||
|
||||
### Command Line
|
||||
|
||||
```bash
|
||||
```
|
||||
# Validate workspace config
|
||||
provisioning workspace config validate
|
||||
|
||||
@ -141,7 +141,7 @@ provisioning workspace config validate --verbose
|
||||
|
||||
### Programmatic Usage
|
||||
|
||||
```nushell
|
||||
```
|
||||
use provisioning/core/nulib/lib_provisioning/config/schema_validator.nu *
|
||||
|
||||
# Load config
|
||||
@ -171,7 +171,7 @@ if ($result.warnings | length) > 0 {
|
||||
|
||||
### Pretty Print Results
|
||||
|
||||
```nushell
|
||||
```
|
||||
# Validate and print formatted results
|
||||
let result = (validate-workspace-config $config)
|
||||
print-validation-results $result
|
||||
@ -183,7 +183,7 @@ print-validation-results $result
|
||||
|
||||
File: `/Users/Akasha/project-provisioning/provisioning/config/workspace.schema.toml`
|
||||
|
||||
```toml
|
||||
```
|
||||
[required]
|
||||
fields = ["workspace", "paths"]
|
||||
|
||||
@ -222,7 +222,7 @@ enum = ["debug", "info", "warn", "error"]
|
||||
|
||||
File: `/Users/Akasha/project-provisioning/provisioning/extensions/providers/aws/config.schema.toml`
|
||||
|
||||
```toml
|
||||
```
|
||||
[required]
|
||||
fields = ["provider", "credentials"]
|
||||
|
||||
@ -279,7 +279,7 @@ old_region_field = "provider.region"
|
||||
|
||||
File: `/Users/Akasha/project-provisioning/provisioning/platform/orchestrator/config.schema.toml`
|
||||
|
||||
```toml
|
||||
```
|
||||
[required]
|
||||
fields = ["service", "server"]
|
||||
|
||||
@ -325,7 +325,7 @@ type = "string"
|
||||
|
||||
File: `/Users/Akasha/project-provisioning/provisioning/core/services/kms/config.schema.toml`
|
||||
|
||||
```toml
|
||||
```
|
||||
[required]
|
||||
fields = ["kms", "encryption"]
|
||||
|
||||
@ -372,7 +372,7 @@ old_kms_type = "kms.provider"
|
||||
|
||||
### 1. Development
|
||||
|
||||
```bash
|
||||
```
|
||||
# Create new config
|
||||
vim ~/workspaces/dev/config/provisioning.yaml
|
||||
|
||||
@ -386,7 +386,7 @@ provisioning workspace config validate
|
||||
|
||||
### 2. CI/CD Pipeline
|
||||
|
||||
```yaml
|
||||
```
|
||||
# GitLab CI
|
||||
validate-config:
|
||||
stage: validate
|
||||
@ -402,7 +402,7 @@ validate-config:
|
||||
|
||||
### 3. Pre-Deployment
|
||||
|
||||
```bash
|
||||
```
|
||||
# Validate all configurations before deployment
|
||||
provisioning workspace config validate --verbose
|
||||
provisioning provider validate --all
|
||||
@ -418,7 +418,7 @@ fi
|
||||
|
||||
### Clear Error Format
|
||||
|
||||
```plaintext
|
||||
```
|
||||
❌ Validation failed
|
||||
|
||||
Errors:
|
||||
@ -445,7 +445,7 @@ Each error includes:
|
||||
|
||||
### Pattern 1: Hostname Validation
|
||||
|
||||
```toml
|
||||
```
|
||||
[fields.hostname]
|
||||
type = "string"
|
||||
pattern = "^[a-z0-9]([a-z0-9-]{0,61}[a-z0-9])?$"
|
||||
@ -453,7 +453,7 @@ pattern = "^[a-z0-9]([a-z0-9-]{0,61}[a-z0-9])?$"
|
||||
|
||||
### Pattern 2: Email Validation
|
||||
|
||||
```toml
|
||||
```
|
||||
[fields.email]
|
||||
type = "string"
|
||||
pattern = "^[a-zA-Z0-9._%+-]+@[a-zA-Z0-9.-]+\\.[a-zA-Z]{2,}$"
|
||||
@ -461,7 +461,7 @@ pattern = "^[a-zA-Z0-9._%+-]+@[a-zA-Z0-9.-]+\\.[a-zA-Z]{2,}$"
|
||||
|
||||
### Pattern 3: Semantic Version
|
||||
|
||||
```toml
|
||||
```
|
||||
[fields.version]
|
||||
type = "string"
|
||||
pattern = "^\\d+\\.\\d+\\.\\d+(-[a-zA-Z0-9]+)?$"
|
||||
@ -469,7 +469,7 @@ pattern = "^\\d+\\.\\d+\\.\\d+(-[a-zA-Z0-9]+)?$"
|
||||
|
||||
### Pattern 4: URL Validation
|
||||
|
||||
```toml
|
||||
```
|
||||
[fields.url]
|
||||
type = "string"
|
||||
pattern = "^https?://[a-zA-Z0-9.-]+(:[0-9]+)?(/.*)?$"
|
||||
@ -477,7 +477,7 @@ pattern = "^https?://[a-zA-Z0-9.-]+(:[0-9]+)?(/.*)?$"
|
||||
|
||||
### Pattern 5: IPv4 Address
|
||||
|
||||
```toml
|
||||
```
|
||||
[fields.ip_address]
|
||||
type = "string"
|
||||
pattern = "^(?:[0-9]{1,3}\\.){3}[0-9]{1,3}$"
|
||||
@ -485,7 +485,7 @@ pattern = "^(?:[0-9]{1,3}\\.){3}[0-9]{1,3}$"
|
||||
|
||||
### Pattern 6: AWS Resource ID
|
||||
|
||||
```toml
|
||||
```
|
||||
[fields.instance_id]
|
||||
type = "string"
|
||||
pattern = "^i-[a-f0-9]{8,17}$"
|
||||
@ -503,14 +503,14 @@ pattern = "^vpc-[a-f0-9]{8,17}$"
|
||||
|
||||
### Unit Tests
|
||||
|
||||
```nushell
|
||||
```
|
||||
# Run validation test suite
|
||||
nu provisioning/tests/config_validation_tests.nu
|
||||
```
|
||||
|
||||
### Integration Tests
|
||||
|
||||
```bash
|
||||
```
|
||||
# Test with real configs
|
||||
provisioning test validate --workspace dev
|
||||
provisioning test validate --workspace staging
|
||||
@ -519,7 +519,7 @@ provisioning test validate --workspace prod
|
||||
|
||||
### Custom Validation
|
||||
|
||||
```nushell
|
||||
```
|
||||
# Create custom validation function
|
||||
def validate-custom-config [config: record] {
|
||||
let result = (validate-workspace-config $config)
|
||||
@ -543,7 +543,7 @@ def validate-custom-config [config: record] {
|
||||
|
||||
### 1. Validate Early
|
||||
|
||||
```bash
|
||||
```
|
||||
# Validate during development
|
||||
provisioning workspace config validate
|
||||
|
||||
@ -552,7 +552,7 @@ provisioning workspace config validate
|
||||
|
||||
### 2. Use Strict Schemas
|
||||
|
||||
```toml
|
||||
```
|
||||
# Be explicit about types and constraints
|
||||
[fields.port]
|
||||
type = "int"
|
||||
@ -564,7 +564,7 @@ max = 65535
|
||||
|
||||
### 3. Document Patterns
|
||||
|
||||
```toml
|
||||
```
|
||||
# Include examples in schema
|
||||
[fields.email]
|
||||
type = "string"
|
||||
@ -574,7 +574,7 @@ pattern = "^[a-zA-Z0-9._%+-]+@[a-zA-Z0-9.-]+\\.[a-zA-Z]{2,}$"
|
||||
|
||||
### 4. Handle Deprecation
|
||||
|
||||
```toml
|
||||
```
|
||||
# Always provide replacement guidance
|
||||
[deprecated_replacements]
|
||||
old_field = "new_field" # Clear migration path
|
||||
@ -582,7 +582,7 @@ old_field = "new_field" # Clear migration path
|
||||
|
||||
### 5. Test Schemas
|
||||
|
||||
```nushell
|
||||
```
|
||||
# Include test cases in comments
|
||||
# Valid: "admin@example.com"
|
||||
# Invalid: "not-an-email"
|
||||
@ -592,7 +592,7 @@ old_field = "new_field" # Clear migration path
|
||||
|
||||
### Schema File Not Found
|
||||
|
||||
```bash
|
||||
```
|
||||
# Error: Schema file not found: /path/to/schema.toml
|
||||
|
||||
# Solution: Ensure schema exists
|
||||
@ -601,7 +601,7 @@ ls -la /Users/Akasha/project-provisioning/provisioning/config/*.schema.toml
|
||||
|
||||
### Pattern Not Matching
|
||||
|
||||
```bash
|
||||
```
|
||||
# Error: Field hostname does not match pattern
|
||||
|
||||
# Debug: Test pattern separately
|
||||
@ -610,7 +610,7 @@ echo "my-hostname" | grep -E "^[a-z0-9]([a-z0-9-]{0,61}[a-z0-9])?$"
|
||||
|
||||
### Type Mismatch
|
||||
|
||||
```bash
|
||||
```
|
||||
# Error: Expected int, got string
|
||||
|
||||
# Check config
|
||||
|
||||
@ -1 +0,0 @@
|
||||
# Workspace Config Architecture
|
||||
@ -1 +0,0 @@
|
||||
# Migration Overview
|
||||
@ -28,7 +28,7 @@ This guide describes the metadata-driven authentication system implemented over
|
||||
|
||||
### System Components
|
||||
|
||||
```plaintext
|
||||
```
|
||||
┌─────────────────────────────────────────────────────────────┐
|
||||
│ User Command │
|
||||
└────────────────────────────────┬──────────────────────────────┘
|
||||
@ -89,7 +89,7 @@ This guide describes the metadata-driven authentication system implemented over
|
||||
|
||||
### Installation Steps
|
||||
|
||||
```bash
|
||||
```
|
||||
# 1. Clone or update repository
|
||||
git clone https://github.com/your-org/project-provisioning.git
|
||||
cd project-provisioning
|
||||
@ -113,7 +113,7 @@ nu tests/test-metadata-cache-benchmark.nu
|
||||
|
||||
### Basic Commands
|
||||
|
||||
```bash
|
||||
```
|
||||
# Initialize authentication
|
||||
provisioning login
|
||||
|
||||
@ -135,7 +135,7 @@ provisioning server create --name test --check
|
||||
|
||||
### Authentication Flow
|
||||
|
||||
```bash
|
||||
```
|
||||
# 1. Login (required for production operations)
|
||||
$ provisioning login
|
||||
Username: alice@example.com
|
||||
@ -160,7 +160,7 @@ Auth check: Check auth for destructive operation
|
||||
|
||||
### Check Mode (Bypass Auth for Testing)
|
||||
|
||||
```bash
|
||||
```
|
||||
# Dry-run without auth checks
|
||||
provisioning server create --name test --check
|
||||
|
||||
@ -172,7 +172,7 @@ Dry-run mode - no changes will be made
|
||||
|
||||
### Non-Interactive CI/CD Mode
|
||||
|
||||
```bash
|
||||
```
|
||||
# Automated mode - skip confirmations
|
||||
provisioning server create --name web-01 --yes
|
||||
|
||||
@ -189,7 +189,7 @@ PROVISIONING_NON_INTERACTIVE=1 provisioning server create --name web-02 --yes
|
||||
|
||||
**Old Pattern** (Before Fase 5):
|
||||
|
||||
```nushell
|
||||
```
|
||||
# Hardcoded auth check
|
||||
let response = (input "Delete server? (yes/no): ")
|
||||
if $response != "yes" { exit 1 }
|
||||
@ -203,7 +203,7 @@ export def delete-server [name: string, --yes] {
|
||||
|
||||
**New Pattern** (After Fase 5):
|
||||
|
||||
```nushell
|
||||
```
|
||||
# Metadata header
|
||||
# [command]
|
||||
# name = "server delete"
|
||||
@ -226,7 +226,7 @@ export def delete-server [name: string, --yes] {
|
||||
|
||||
1. Add metadata header after shebang:
|
||||
|
||||
```nushell
|
||||
```
|
||||
#!/usr/bin/env nu
|
||||
# [command]
|
||||
# name = "server create"
|
||||
@ -241,7 +241,7 @@ export def create-server [name: string] {
|
||||
|
||||
1. Register in `provisioning/schemas/main.ncl`:
|
||||
|
||||
```nickel
|
||||
```
|
||||
let server_create = {
|
||||
name = "server create",
|
||||
domain = "infrastructure",
|
||||
@ -259,7 +259,7 @@ server_create
|
||||
|
||||
1. Handler integration (happens in dispatcher):
|
||||
|
||||
```nushell
|
||||
```
|
||||
# Dispatcher automatically:
|
||||
# 1. Loads metadata for "server create"
|
||||
# 2. Validates auth based on requirements
|
||||
@ -269,7 +269,7 @@ server_create
|
||||
|
||||
### Phase 3: Validating Migration
|
||||
|
||||
```bash
|
||||
```
|
||||
# Validate metadata headers
|
||||
nu utils/validate-metadata-headers.nu
|
||||
|
||||
@ -292,7 +292,7 @@ nu utils/search-scripts.nu list
|
||||
|
||||
**Step 1: Create metadata in main.ncl**
|
||||
|
||||
```nickel
|
||||
```
|
||||
let new_feature_command = {
|
||||
name = "feature command",
|
||||
domain = "infrastructure",
|
||||
@ -310,7 +310,7 @@ new_feature_command
|
||||
|
||||
**Step 2: Add metadata header to script**
|
||||
|
||||
```nushell
|
||||
```
|
||||
#!/usr/bin/env nu
|
||||
# [command]
|
||||
# name = "feature command"
|
||||
@ -325,7 +325,7 @@ export def feature-command [param: string] {
|
||||
|
||||
**Step 3: Implement handler function**
|
||||
|
||||
```nushell
|
||||
```
|
||||
# Handler registered in dispatcher
|
||||
export def handle-feature-command [
|
||||
action: string
|
||||
@ -342,7 +342,7 @@ export def handle-feature-command [
|
||||
|
||||
**Step 4: Test with check mode**
|
||||
|
||||
```bash
|
||||
```
|
||||
# Dry-run without auth
|
||||
provisioning feature command --check
|
||||
|
||||
@ -389,7 +389,7 @@ provisioning feature command --yes
|
||||
|
||||
**Pattern 1: For Long Operations**
|
||||
|
||||
```nushell
|
||||
```
|
||||
# Use orchestrator for operations >2 seconds
|
||||
if (get-operation-duration "my-operation") > 2000 {
|
||||
submit-to-orchestrator $operation
|
||||
@ -399,7 +399,7 @@ if (get-operation-duration "my-operation") > 2000 {
|
||||
|
||||
**Pattern 2: For Batch Operations**
|
||||
|
||||
```nushell
|
||||
```
|
||||
# Use batch workflows for multiple operations
|
||||
nu -c "
|
||||
use core/nulib/workflows/batch.nu *
|
||||
@ -409,7 +409,7 @@ batch submit workflows/batch-deploy.ncl --parallel-limit 5
|
||||
|
||||
**Pattern 3: For Metadata Overhead**
|
||||
|
||||
```nushell
|
||||
```
|
||||
# Cache hit rate optimization
|
||||
# Current: 40-100x faster with warm cache
|
||||
# Target: >95% cache hit rate
|
||||
@ -420,7 +420,7 @@ batch submit workflows/batch-deploy.ncl --parallel-limit 5
|
||||
|
||||
### Running Tests
|
||||
|
||||
```bash
|
||||
```
|
||||
# End-to-End Integration Tests
|
||||
nu tests/test-fase5-e2e.nu
|
||||
|
||||
@ -456,7 +456,7 @@ for test in tests/test-*.nu { nu $test }
|
||||
|
||||
**Solution**: Ensure metadata is registered in `main.ncl`
|
||||
|
||||
```bash
|
||||
```
|
||||
# Check if command is in metadata
|
||||
grep "command_name" provisioning/schemas/main.ncl
|
||||
```
|
||||
@ -465,7 +465,7 @@ grep "command_name" provisioning/schemas/main.ncl
|
||||
|
||||
**Solution**: Verify user has required permission level
|
||||
|
||||
```bash
|
||||
```
|
||||
# Check current user permissions
|
||||
provisioning auth whoami
|
||||
|
||||
@ -480,7 +480,7 @@ get-command-metadata 'server create'
|
||||
|
||||
**Solution**: Check cache status
|
||||
|
||||
```bash
|
||||
```
|
||||
# Force cache reload
|
||||
rm ~/.cache/provisioning/command_metadata.json
|
||||
|
||||
@ -492,7 +492,7 @@ nu tests/test-metadata-cache-benchmark.nu
|
||||
|
||||
**Solution**: Run compliance check
|
||||
|
||||
```bash
|
||||
```
|
||||
# Validate Nushell compliance
|
||||
nu --ide-check 100 <file.nu>
|
||||
|
||||
@ -514,7 +514,7 @@ grep "let mut" <file.nu> # Should be empty
|
||||
|
||||
### Real-World Impact
|
||||
|
||||
```plaintext
|
||||
```
|
||||
Scenario: 20 sequential commands
|
||||
Without cache: 20 × 200 ms = 4 seconds
|
||||
With cache: 1 × 200 ms + 19 × 5 ms = 295 ms
|
||||
|
||||
@ -30,7 +30,7 @@ The build system is a comprehensive, Makefile-based solution that orchestrates:
|
||||
|
||||
## Quick Start
|
||||
|
||||
```bash
|
||||
```
|
||||
# Navigate to build system
|
||||
cd src/tools
|
||||
|
||||
@ -61,7 +61,7 @@ make status
|
||||
|
||||
**Variables**:
|
||||
|
||||
```makefile
|
||||
```
|
||||
# Project metadata
|
||||
PROJECT_NAME := provisioning
|
||||
VERSION := $(git describe --tags --always --dirty)
|
||||
@ -95,7 +95,7 @@ PARALLEL := true
|
||||
|
||||
**`make build-platform`** - Build platform binaries for all targets
|
||||
|
||||
```bash
|
||||
```
|
||||
make build-platform
|
||||
# Equivalent to:
|
||||
nu tools/build/compile-platform.nu \
|
||||
@ -107,7 +107,7 @@ nu tools/build/compile-platform.nu \
|
||||
|
||||
**`make build-core`** - Bundle core Nushell libraries
|
||||
|
||||
```bash
|
||||
```
|
||||
make build-core
|
||||
# Equivalent to:
|
||||
nu tools/build/bundle-core.nu \
|
||||
@ -119,7 +119,7 @@ nu tools/build/bundle-core.nu \
|
||||
|
||||
**`make validate-nickel`** - Validate and compile Nickel schemas
|
||||
|
||||
```bash
|
||||
```
|
||||
make validate-nickel
|
||||
# Equivalent to:
|
||||
nu tools/build/validate-nickel.nu \
|
||||
@ -142,7 +142,7 @@ nu tools/build/validate-nickel.nu \
|
||||
|
||||
**`make dist-generate`** - Generate complete distributions
|
||||
|
||||
```bash
|
||||
```
|
||||
make dist-generate
|
||||
# Advanced usage:
|
||||
make dist-generate PLATFORMS=linux-amd64,macos-amd64 VARIANTS=complete
|
||||
@ -176,7 +176,7 @@ make dist-generate PLATFORMS=linux-amd64,macos-amd64 VARIANTS=complete
|
||||
|
||||
**`make release`** - Create a complete release (requires VERSION)
|
||||
|
||||
```bash
|
||||
```
|
||||
make release VERSION=2.1.0
|
||||
```
|
||||
|
||||
@ -217,7 +217,7 @@ Features:
|
||||
|
||||
**`make dev-build`** - Quick development build
|
||||
|
||||
```bash
|
||||
```
|
||||
make dev-build
|
||||
# Fast build with minimal validation
|
||||
```
|
||||
@ -250,7 +250,7 @@ make dev-build
|
||||
|
||||
**`make docs`** - Generate documentation
|
||||
|
||||
```bash
|
||||
```
|
||||
make docs
|
||||
# Generates API docs, user guides, and examples
|
||||
```
|
||||
@ -265,7 +265,7 @@ make docs
|
||||
|
||||
**`make clean`** - Clean all build artifacts
|
||||
|
||||
```bash
|
||||
```
|
||||
make clean
|
||||
# Removes all build, distribution, and package directories
|
||||
```
|
||||
@ -290,7 +290,7 @@ make clean
|
||||
|
||||
**`make status`** - Show build system status
|
||||
|
||||
```bash
|
||||
```
|
||||
make status
|
||||
# Output:
|
||||
# Build System Status
|
||||
@ -345,21 +345,21 @@ make status
|
||||
|
||||
**`make linux`** - Build for Linux only
|
||||
|
||||
```bash
|
||||
```
|
||||
make linux
|
||||
# Sets PLATFORMS=linux-amd64
|
||||
```
|
||||
|
||||
**`make macos`** - Build for macOS only
|
||||
|
||||
```bash
|
||||
```
|
||||
make macos
|
||||
# Sets PLATFORMS=macos-amd64
|
||||
```
|
||||
|
||||
**`make windows`** - Build for Windows only
|
||||
|
||||
```bash
|
||||
```
|
||||
make windows
|
||||
# Sets PLATFORMS=windows-amd64
|
||||
```
|
||||
@ -368,7 +368,7 @@ make windows
|
||||
|
||||
**`make debug`** - Build with debug information
|
||||
|
||||
```bash
|
||||
```
|
||||
make debug
|
||||
# Sets BUILD_MODE=debug VERBOSE=true
|
||||
```
|
||||
@ -398,7 +398,7 @@ All build tools are implemented as Nushell scripts with comprehensive parameter
|
||||
|
||||
**Usage**:
|
||||
|
||||
```bash
|
||||
```
|
||||
nu compile-platform.nu [options]
|
||||
|
||||
Options:
|
||||
@ -412,7 +412,7 @@ Options:
|
||||
|
||||
**Example**:
|
||||
|
||||
```bash
|
||||
```
|
||||
nu compile-platform.nu \
|
||||
--target x86_64-apple-darwin \
|
||||
--release \
|
||||
@ -435,7 +435,7 @@ nu compile-platform.nu \
|
||||
|
||||
**Usage**:
|
||||
|
||||
```bash
|
||||
```
|
||||
nu bundle-core.nu [options]
|
||||
|
||||
Options:
|
||||
@ -468,7 +468,7 @@ Options:
|
||||
|
||||
**Usage**:
|
||||
|
||||
```bash
|
||||
```
|
||||
nu validate-nickel.nu [options]
|
||||
|
||||
Options:
|
||||
@ -490,7 +490,7 @@ Options:
|
||||
|
||||
**Usage**:
|
||||
|
||||
```bash
|
||||
```
|
||||
nu test-distribution.nu [options]
|
||||
|
||||
Options:
|
||||
@ -514,7 +514,7 @@ Options:
|
||||
|
||||
**Usage**:
|
||||
|
||||
```bash
|
||||
```
|
||||
nu clean-build.nu [options]
|
||||
|
||||
Options:
|
||||
@ -544,7 +544,7 @@ Options:
|
||||
|
||||
**Usage**:
|
||||
|
||||
```bash
|
||||
```
|
||||
nu generate-distribution.nu [command] [options]
|
||||
|
||||
Commands:
|
||||
@ -566,7 +566,7 @@ Options:
|
||||
|
||||
**Advanced Examples**:
|
||||
|
||||
```bash
|
||||
```
|
||||
# Complete multi-platform release
|
||||
nu generate-distribution.nu \
|
||||
--version 2.1.0 \
|
||||
@ -599,7 +599,7 @@ nu generate-distribution.nu status
|
||||
|
||||
**Usage**:
|
||||
|
||||
```bash
|
||||
```
|
||||
nu create-installer.nu DISTRIBUTION_DIR [options]
|
||||
|
||||
Options:
|
||||
@ -660,7 +660,7 @@ Options:
|
||||
|
||||
**Usage**:
|
||||
|
||||
```bash
|
||||
```
|
||||
nu create-release.nu [options]
|
||||
|
||||
Options:
|
||||
@ -694,7 +694,7 @@ Options:
|
||||
|
||||
**Install Rust Targets**:
|
||||
|
||||
```bash
|
||||
```
|
||||
# Install additional targets
|
||||
rustup target add x86_64-apple-darwin
|
||||
rustup target add x86_64-pc-windows-gnu
|
||||
@ -706,7 +706,7 @@ rustup target add aarch64-apple-darwin
|
||||
|
||||
**macOS Cross-Compilation**:
|
||||
|
||||
```bash
|
||||
```
|
||||
# Install osxcross toolchain
|
||||
brew install FiloSottile/musl-cross/musl-cross
|
||||
brew install mingw-w64
|
||||
@ -714,7 +714,7 @@ brew install mingw-w64
|
||||
|
||||
**Windows Cross-Compilation**:
|
||||
|
||||
```bash
|
||||
```
|
||||
# Install Windows dependencies
|
||||
brew install mingw-w64
|
||||
# or on Linux:
|
||||
@ -725,7 +725,7 @@ sudo apt-get install gcc-mingw-w64
|
||||
|
||||
**Single Platform**:
|
||||
|
||||
```bash
|
||||
```
|
||||
# Build for macOS from Linux
|
||||
make build-platform RUST_TARGET=x86_64-apple-darwin
|
||||
|
||||
@ -735,7 +735,7 @@ make build-platform RUST_TARGET=x86_64-pc-windows-gnu
|
||||
|
||||
**Multiple Platforms**:
|
||||
|
||||
```bash
|
||||
```
|
||||
# Build for all configured platforms
|
||||
make build-cross
|
||||
|
||||
@ -745,7 +745,7 @@ make build-cross PLATFORMS=linux-amd64,macos-amd64,windows-amd64
|
||||
|
||||
**Platform-Specific Targets**:
|
||||
|
||||
```bash
|
||||
```
|
||||
# Quick platform builds
|
||||
make linux # Linux AMD64
|
||||
make macos # macOS AMD64
|
||||
@ -775,7 +775,7 @@ make windows # Windows AMD64
|
||||
|
||||
**Check Dependencies**:
|
||||
|
||||
```bash
|
||||
```
|
||||
make info
|
||||
# Shows versions of all required tools
|
||||
|
||||
@ -789,7 +789,7 @@ make info
|
||||
|
||||
**Install Missing Dependencies**:
|
||||
|
||||
```bash
|
||||
```
|
||||
# Install Nushell
|
||||
cargo install nu
|
||||
|
||||
@ -810,7 +810,7 @@ cargo install cross
|
||||
|
||||
**Build Cache Management**:
|
||||
|
||||
```bash
|
||||
```
|
||||
# Clean Cargo cache
|
||||
cargo clean
|
||||
|
||||
@ -829,7 +829,7 @@ make clean SCOPE=cache
|
||||
|
||||
**Error**: `linker 'cc' not found`
|
||||
|
||||
```bash
|
||||
```
|
||||
# Solution: Install build essentials
|
||||
sudo apt-get install build-essential # Linux
|
||||
xcode-select --install # macOS
|
||||
@ -837,14 +837,14 @@ xcode-select --install # macOS
|
||||
|
||||
**Error**: `target not found`
|
||||
|
||||
```bash
|
||||
```
|
||||
# Solution: Install target
|
||||
rustup target add x86_64-unknown-linux-gnu
|
||||
```
|
||||
|
||||
**Error**: Cross-compilation linking errors
|
||||
|
||||
```bash
|
||||
```
|
||||
# Solution: Use cross instead of cargo
|
||||
cargo install cross
|
||||
make build-platform CROSS=true
|
||||
@ -854,7 +854,7 @@ make build-platform CROSS=true
|
||||
|
||||
**Error**: `command not found`
|
||||
|
||||
```bash
|
||||
```
|
||||
# Solution: Ensure Nushell is in PATH
|
||||
which nu
|
||||
export PATH="$HOME/.cargo/bin:$PATH"
|
||||
@ -862,14 +862,14 @@ export PATH="$HOME/.cargo/bin:$PATH"
|
||||
|
||||
**Error**: Permission denied
|
||||
|
||||
```bash
|
||||
```
|
||||
# Solution: Make scripts executable
|
||||
chmod +x src/tools/build/*.nu
|
||||
```
|
||||
|
||||
**Error**: Module not found
|
||||
|
||||
```bash
|
||||
```
|
||||
# Solution: Check working directory
|
||||
cd src/tools
|
||||
nu build/compile-platform.nu --help
|
||||
@ -879,7 +879,7 @@ nu build/compile-platform.nu --help
|
||||
|
||||
**Error**: `nickel command not found`
|
||||
|
||||
```bash
|
||||
```
|
||||
# Solution: Install Nickel
|
||||
cargo install nickel
|
||||
# or
|
||||
@ -888,7 +888,7 @@ brew install nickel
|
||||
|
||||
**Error**: Schema validation failed
|
||||
|
||||
```bash
|
||||
```
|
||||
# Solution: Check Nickel syntax
|
||||
nickel fmt schemas/
|
||||
nickel check schemas/
|
||||
@ -900,7 +900,7 @@ nickel check schemas/
|
||||
|
||||
**Optimizations**:
|
||||
|
||||
```bash
|
||||
```
|
||||
# Enable parallel builds
|
||||
make build-all PARALLEL=true
|
||||
|
||||
@ -913,7 +913,7 @@ export CARGO_BUILD_JOBS=8
|
||||
|
||||
**Cargo Configuration** (`~/.cargo/config.toml`):
|
||||
|
||||
```toml
|
||||
```
|
||||
[build]
|
||||
jobs = 8
|
||||
|
||||
@ -925,7 +925,7 @@ linker = "lld"
|
||||
|
||||
**Solutions**:
|
||||
|
||||
```bash
|
||||
```
|
||||
# Reduce parallel jobs
|
||||
export CARGO_BUILD_JOBS=2
|
||||
|
||||
@ -942,7 +942,7 @@ make clean-dist
|
||||
|
||||
**Validation**:
|
||||
|
||||
```bash
|
||||
```
|
||||
# Test distribution
|
||||
make test-dist
|
||||
|
||||
@ -954,7 +954,7 @@ nu src/tools/package/validate-package.nu dist/
|
||||
|
||||
**Optimizations**:
|
||||
|
||||
```bash
|
||||
```
|
||||
# Strip binaries
|
||||
make package-binaries STRIP=true
|
||||
|
||||
@ -969,7 +969,7 @@ make dist-generate VARIANTS=minimal
|
||||
|
||||
**Enable Debug Logging**:
|
||||
|
||||
```bash
|
||||
```
|
||||
# Set environment
|
||||
export PROVISIONING_DEBUG=true
|
||||
export RUST_LOG=debug
|
||||
@ -983,7 +983,7 @@ make build-all VERBOSE=true
|
||||
|
||||
**Debug Information**:
|
||||
|
||||
```bash
|
||||
```
|
||||
# Show debug information
|
||||
make debug-info
|
||||
|
||||
@ -1000,7 +1000,7 @@ make info
|
||||
|
||||
**Example Workflow** (`.github/workflows/build.yml`):
|
||||
|
||||
```yaml
|
||||
```
|
||||
name: Build and Test
|
||||
on: [push, pull_request]
|
||||
|
||||
@ -1034,7 +1034,7 @@ jobs:
|
||||
|
||||
**Release Workflow**:
|
||||
|
||||
```yaml
|
||||
```
|
||||
name: Release
|
||||
on:
|
||||
push:
|
||||
@ -1061,7 +1061,7 @@ jobs:
|
||||
|
||||
**Test CI Pipeline Locally**:
|
||||
|
||||
```bash
|
||||
```
|
||||
# Run CI build pipeline
|
||||
make ci-build
|
||||
|
||||
|
||||
@ -19,7 +19,7 @@ work with this architecture.
|
||||
|
||||
### Architecture Components
|
||||
|
||||
```plaintext
|
||||
```
|
||||
provisioning/core/nulib/
|
||||
├── provisioning (211 lines) - Main entry point
|
||||
├── main_provisioning/
|
||||
@ -58,7 +58,7 @@ Commands are organized by domain. Choose the appropriate handler:
|
||||
|
||||
Edit `provisioning/core/nulib/main_provisioning/commands/infrastructure.nu`:
|
||||
|
||||
```nushell
|
||||
```
|
||||
# Add to the handle_infrastructure_command match statement
|
||||
export def handle_infrastructure_command [
|
||||
command: string
|
||||
@ -102,7 +102,7 @@ If you want shortcuts like `provisioning s status`:
|
||||
|
||||
Edit `provisioning/core/nulib/main_provisioning/dispatcher.nu`:
|
||||
|
||||
```nushell
|
||||
```
|
||||
export def get_command_registry []: nothing -> record {
|
||||
{
|
||||
# Infrastructure commands
|
||||
@ -127,7 +127,7 @@ Let's say you want to add better error handling to the taskserv command:
|
||||
|
||||
**Before:**
|
||||
|
||||
```nushell
|
||||
```
|
||||
def handle_taskserv [ops: string, flags: record] {
|
||||
let args = build_module_args $flags $ops
|
||||
run_module $args "taskserv" --exec
|
||||
@ -136,7 +136,7 @@ def handle_taskserv [ops: string, flags: record] {
|
||||
|
||||
**After:**
|
||||
|
||||
```nushell
|
||||
```
|
||||
def handle_taskserv [ops: string, flags: record] {
|
||||
# Validate taskserv name if provided
|
||||
let first_arg = ($ops | split row " " | get -o 0)
|
||||
@ -163,7 +163,7 @@ def handle_taskserv [ops: string, flags: record] {
|
||||
|
||||
The `flags.nu` module provides centralized flag handling:
|
||||
|
||||
```nushell
|
||||
```
|
||||
# Parse all flags into normalized record
|
||||
let parsed_flags = (parse_common_flags {
|
||||
version: $version, v: $v, info: $info,
|
||||
@ -210,7 +210,7 @@ If you need to add a new flag:
|
||||
|
||||
**Example: Adding `--timeout` flag**
|
||||
|
||||
```nushell
|
||||
```
|
||||
# 1. In provisioning main file (parameter list)
|
||||
def main [
|
||||
# ... existing parameters
|
||||
@ -253,7 +253,7 @@ export def build_module_args [flags: record, extra: string = ""]: nothing -> str
|
||||
|
||||
Edit `provisioning/core/nulib/main_provisioning/dispatcher.nu`:
|
||||
|
||||
```nushell
|
||||
```
|
||||
export def get_command_registry []: nothing -> record {
|
||||
{
|
||||
# ... existing shortcuts
|
||||
@ -273,7 +273,7 @@ export def get_command_registry []: nothing -> record {
|
||||
|
||||
### Running the Test Suite
|
||||
|
||||
```bash
|
||||
```
|
||||
# Run comprehensive test suite
|
||||
nu tests/test_provisioning_refactor.nu
|
||||
```
|
||||
@ -293,7 +293,7 @@ The test suite validates:
|
||||
|
||||
Edit `tests/test_provisioning_refactor.nu`:
|
||||
|
||||
```nushell
|
||||
```
|
||||
# Add your test function
|
||||
export def test_my_new_feature [] {
|
||||
print "\n🧪 Testing my new feature..."
|
||||
@ -317,7 +317,7 @@ export def main [] {
|
||||
|
||||
### Manual Testing
|
||||
|
||||
```bash
|
||||
```
|
||||
# Test command execution
|
||||
provisioning/core/cli/provisioning my-command test --check
|
||||
|
||||
@ -335,7 +335,7 @@ provisioning/core/cli/provisioning help my-command # Bi-directional
|
||||
|
||||
**Use Case**: Command just needs to execute a module with standard flags
|
||||
|
||||
```nushell
|
||||
```
|
||||
def handle_simple_command [ops: string, flags: record] {
|
||||
let args = build_module_args $flags $ops
|
||||
run_module $args "module_name" --exec
|
||||
@ -346,7 +346,7 @@ def handle_simple_command [ops: string, flags: record] {
|
||||
|
||||
**Use Case**: Need to validate input before execution
|
||||
|
||||
```nushell
|
||||
```
|
||||
def handle_validated_command [ops: string, flags: record] {
|
||||
# Validate
|
||||
let first_arg = ($ops | split row " " | get -o 0)
|
||||
@ -366,7 +366,7 @@ def handle_validated_command [ops: string, flags: record] {
|
||||
|
||||
**Use Case**: Command has multiple subcommands (like `server create`, `server delete`)
|
||||
|
||||
```nushell
|
||||
```
|
||||
def handle_complex_command [ops: string, flags: record] {
|
||||
let subcommand = ($ops | split row " " | get -o 0)
|
||||
let rest_ops = ($ops | split row " " | skip 1 | str join " ")
|
||||
@ -388,7 +388,7 @@ def handle_complex_command [ops: string, flags: record] {
|
||||
|
||||
**Use Case**: Command behavior changes based on flags
|
||||
|
||||
```nushell
|
||||
```
|
||||
def handle_flag_routed_command [ops: string, flags: record] {
|
||||
if $flags.check_mode {
|
||||
# Dry-run mode
|
||||
@ -414,7 +414,7 @@ Each handler should do **one thing well**:
|
||||
|
||||
### 2. Use Descriptive Error Messages
|
||||
|
||||
```nushell
|
||||
```
|
||||
# ❌ Bad
|
||||
print "Error"
|
||||
|
||||
@ -433,7 +433,7 @@ print "Use 'provisioning taskserv list' to see all available taskservs"
|
||||
|
||||
Don't repeat code - use centralized functions:
|
||||
|
||||
```nushell
|
||||
```
|
||||
# ❌ Bad: Repeating flag handling
|
||||
def handle_bad [ops: string, flags: record] {
|
||||
let use_check = if $flags.check_mode { "--check " } else { "" }
|
||||
@ -478,7 +478,7 @@ Before committing:
|
||||
|
||||
**Fix**: Use relative imports with `.nu` extension:
|
||||
|
||||
```nushell
|
||||
```
|
||||
# ✅ Correct
|
||||
use ../flags.nu *
|
||||
use ../../lib_provisioning *
|
||||
@ -494,7 +494,7 @@ use lib_provisioning *
|
||||
|
||||
**Fix**: Use proper Nushell 0.107 type signature:
|
||||
|
||||
```nushell
|
||||
```
|
||||
# ✅ Correct
|
||||
export def my_function [param: string]: nothing -> string {
|
||||
"result"
|
||||
@ -512,7 +512,7 @@ export def my_function [param: string] -> string {
|
||||
|
||||
**Fix**: Add to `dispatcher.nu:get_command_registry`:
|
||||
|
||||
```nushell
|
||||
```
|
||||
"myshortcut" => "domain command"
|
||||
```
|
||||
|
||||
@ -522,7 +522,7 @@ export def my_function [param: string] -> string {
|
||||
|
||||
**Fix**: Use centralized flag builder:
|
||||
|
||||
```nushell
|
||||
```
|
||||
let args = build_module_args $flags $ops
|
||||
run_module $args "module" --exec
|
||||
```
|
||||
@ -531,7 +531,7 @@ run_module $args "module" --exec
|
||||
|
||||
### File Locations
|
||||
|
||||
```plaintext
|
||||
```
|
||||
provisioning/core/nulib/
|
||||
├── provisioning - Main entry, flag definitions
|
||||
├── main_provisioning/
|
||||
@ -550,7 +550,7 @@ docs/
|
||||
|
||||
### Key Functions
|
||||
|
||||
```nushell
|
||||
```
|
||||
# In flags.nu
|
||||
parse_common_flags [flags: record]: nothing -> record
|
||||
build_module_args [flags: record, extra: string = ""]: nothing -> string
|
||||
@ -574,7 +574,7 @@ handle_*_command [command: string, ops: string, flags: record]
|
||||
|
||||
### Testing Commands
|
||||
|
||||
```bash
|
||||
```
|
||||
# Run full test suite
|
||||
nu tests/test_provisioning_refactor.nu
|
||||
|
||||
|
||||
@ -19,7 +19,7 @@ This guide includes:
|
||||
|
||||
### Essential Commands
|
||||
|
||||
```bash
|
||||
```
|
||||
# System status
|
||||
provisioning status
|
||||
provisioning health
|
||||
|
||||
Some files were not shown because too many files have changed in this diff Show More
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x
Reference in New Issue
Block a user