provisioning/docs/book/architecture/orchestrator_info.html
Jesús Pérez 6a59d34bb1
chore: update provisioning configuration and documentation
Update configuration files, templates, and internal documentation
for the provisioning repository system.

Configuration Updates:
- KMS configuration modernization
- Plugin system settings
- Service port mappings
- Test cluster topologies
- Installation configuration examples
- VM configuration defaults
- Cedar authorization policies

Documentation Updates:
- Library module documentation
- Extension API guides
- AI system documentation
- Service management guides
- Test environment setup
- Plugin usage guides
- Validator configuration documentation

All changes are backward compatible.
2025-12-11 21:50:42 +00:00

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<main>
<p>Execution Complete</p>
<p>Perfect question! Let me explain clearly:</p>
<p>The Orchestrator IS USED and IS CRITICAL</p>
<p>That code example was misleading. Heres the real architecture:</p>
<p>How It Actually Works</p>
<p>┌──────────────────────────────────────────────────┐
│ User runs: provisioning server create orchestrated
└───────────────────┬──────────────────────────────┘
┌───────────────────────┐
│ Nushell CLI │
│ (provisioning) │
└───────────┬───────────┘
↓ HTTP POST
┌───────────────────────────────┐
│ Rust Orchestrator Daemon │
│ (provisioning-orchestrator) │
│ │
│ • Task Queue │
│ • Workflow Engine │
│ • Dependency Resolution │
│ • Parallel Execution │
└───────────┬───────────────────┘
↓ spawns subprocess
┌───────────────────────────────┐
│ Nushell Business Logic │
│ nu -c “use servers/create.nu”│
│ │
│ Executes actual provider │
│ API calls, configuration │
└───────────────────────────────┘
The Flow in Detail</p>
<ol>
<li>User Command:</li>
</ol>
<p>provisioning server create wuji orchestrated
2. Nushell CLI submits to orchestrator:</p>
<h1 id="cli-code"><a class="header" href="#cli-code">CLI code</a></h1>
<p>http post http://localhost:9090/workflows/servers/create {
infra: “wuji”
params: {…}
}</p>
<h1 id="returns-workflow_id--abc-123"><a class="header" href="#returns-workflow_id--abc-123">Returns: workflow_id = “abc-123”</a></h1>
<ol start="3">
<li>Orchestrator receives and queues:</li>
</ol>
<p>// 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
}
4. Orchestrator executes via Nushell subprocess:</p>
<p>// Orchestrator spawns Nushell to run business logic
async fn execute_task(task: Task) {
let output = Command::new(“nu”)
.arg(“-c”)
.arg(“use /usr/local/lib/provisioning/servers/create.nu; create-server wuji”)
.output()
.await?;</p>
<pre><code>// Orchestrator manages: retry, checkpointing, monitoring
</code></pre>
<p>}
5. Nushell executes the actual work:</p>
<h1 id="serverscreatenu"><a class="header" href="#serverscreatenu">servers/create.nu</a></h1>
<p>export def create-server [name: string] {
# This is the business logic
# Calls UpCloud API, creates server, etc.
let provider = (load-provider)
$provider | create-vm $name
}
Why This Architecture?</p>
<p>Problem It Solves</p>
<p>Without Orchestrator (Old Way):</p>
<p>provisioning → template.nu → cluster.nu → taskserv.nu → provider.nu
(Deep call stack = crashes!)
With Orchestrator (Current):</p>
<p>provisioning → Orchestrator → spawns fresh Nushell subprocess for each task
(No deep nesting, parallel execution, recovery)
What Orchestrator Provides</p>
<p>Task Queue - Reliable execution even if system crashes
Parallel Execution - Run 10 tasks at once (Rust async)
Workflow Engine - Handle complex dependencies
Checkpointing - Resume from failure
Monitoring - Real-time progress tracking
What Nushell Provides</p>
<p>Business Logic - Provider integrations, config generation
Flexibility - Easy to modify without recompiling
Readability - Shell-like syntax for infrastructure ops
Multi-Repo Impact: NONE on Integration</p>
<p>In Monorepo:</p>
<p>provisioning/
├── core/nulib/ # Nushell code
└── platform/orchestrator/ # Rust code
In Multi-Repo:</p>
<p>provisioning-core/ # Separate repo, installs to /usr/local/lib/provisioning
provisioning-platform/ # Separate repo, installs to /usr/local/bin/provisioning-orchestrator
Integration is the same:</p>
<p>Orchestrator calls: nu -c “use /usr/local/lib/provisioning/servers/create.nu”
Nushell calls: http post http://localhost:9090/workflows/…
No code dependency, just runtime coordination!</p>
<p>The Orchestrator IS Essential</p>
<p>The orchestrator:</p>
<p>✅ IS USED for all complex operations
✅ IS CRITICAL for workflow system (v3.0)
✅ IS REQUIRED for batch operations (v3.1)
✅ SOLVES deep call stack issues
✅ PROVIDES performance and reliability
That misleading code example showed how Platform doesnt link to Core code, but it absolutely uses the orchestrator for coordination.</p>
<p>Does this clear it up? The orchestrator is the performance and reliability layer that makes the whole system work!</p>
<p>Cost: $0.1565 USD
Duration: 137.69s
Turns: 40
Total tokens: 7466(7 in, 7459 out)</p>
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