375 lines
9.6 KiB
Markdown
375 lines
9.6 KiB
Markdown
# SqrtSpace SpaceTime Laravel Sample Application
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This sample demonstrates how to integrate SqrtSpace SpaceTime with a Laravel application to build memory-efficient, scalable web applications.
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## Features Demonstrated
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### 1. **Large Dataset API Endpoints**
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- Streaming JSON responses for large datasets
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- Paginated queries with automatic memory management
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- CSV export without memory bloat
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### 2. **Background Job Processing**
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- Memory-aware queue workers
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- Checkpointed long-running jobs
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- Batch processing with progress tracking
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### 3. **Caching with SpaceTime**
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- Hot/cold cache tiers
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- Automatic memory pressure handling
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- Cache warming strategies
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### 4. **Real-World Use Cases**
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- User activity log processing
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- Sales report generation
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- Product catalog management
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- Real-time analytics
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## Installation
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1. **Install dependencies:**
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```bash
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composer install
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```
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2. **Configure environment:**
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```bash
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cp .env.example .env
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php artisan key:generate
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```
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3. **Configure SpaceTime in `.env`:**
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```
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SPACETIME_MEMORY_LIMIT=256M
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SPACETIME_EXTERNAL_STORAGE=/tmp/spacetime
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SPACETIME_CHUNK_STRATEGY=sqrt_n
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SPACETIME_ENABLE_CHECKPOINTING=true
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```
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4. **Run migrations:**
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```bash
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php artisan migrate
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php artisan db:seed
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```
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## Project Structure
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```
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laravel-app/
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├── app/
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│ ├── Http/
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│ │ ├── Controllers/
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│ │ │ ├── ProductController.php # Streaming APIs
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│ │ │ ├── AnalyticsController.php # Real-time analytics
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│ │ │ └── ReportController.php # Large report generation
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│ │ └── Middleware/
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│ │ └── SpaceTimeMiddleware.php # Memory monitoring
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│ ├── Jobs/
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│ │ ├── ProcessLargeDataset.php # Checkpointed job
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│ │ ├── GenerateReport.php # Batch processing job
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│ │ └── ImportProducts.php # CSV import job
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│ ├── Services/
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│ │ ├── ProductService.php # Business logic
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│ │ ├── AnalyticsService.php # Analytics processing
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│ │ └── SpaceTimeCache.php # Cache wrapper
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│ └── Providers/
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│ └── SpaceTimeServiceProvider.php # Service registration
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├── config/
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│ └── spacetime.php # Configuration
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├── routes/
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│ ├── api.php # API routes
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│ └── web.php # Web routes
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└── tests/
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└── Feature/
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└── SpaceTimeTest.php # Integration tests
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```
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## Usage Examples
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### 1. Streaming Large Datasets
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```php
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// ProductController.php
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public function stream()
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{
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return response()->stream(function () {
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$products = SpaceTimeStream::fromQuery(
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Product::query()->orderBy('id')
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);
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echo "[";
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$first = true;
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foreach ($products->chunk(100) as $chunk) {
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foreach ($chunk as $product) {
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if (!$first) echo ",";
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echo $product->toJson();
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$first = false;
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}
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// Flush output buffer
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ob_flush();
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flush();
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}
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echo "]";
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}, 200, [
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'Content-Type' => 'application/json',
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'X-Accel-Buffering' => 'no'
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]);
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}
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```
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### 2. Memory-Efficient CSV Export
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```php
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// ReportController.php
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public function exportCsv()
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{
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$filename = 'products_' . date('Y-m-d') . '.csv';
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return response()->streamDownload(function () {
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$exporter = new CsvExporter('php://output');
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$exporter->writeHeaders(['ID', 'Name', 'Price', 'Stock']);
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Product::query()
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->orderBy('id')
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->chunkById(1000, function ($products) use ($exporter) {
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foreach ($products as $product) {
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$exporter->writeRow([
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$product->id,
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$product->name,
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$product->price,
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$product->stock
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]);
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}
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});
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}, $filename, [
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'Content-Type' => 'text/csv',
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]);
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}
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```
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### 3. Checkpointed Background Job
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```php
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// ProcessLargeDataset.php
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class ProcessLargeDataset implements ShouldQueue
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{
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use Dispatchable, InteractsWithQueue, Queueable, SerializesModels;
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use SpaceTimeCheckpointable;
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public function handle()
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{
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$checkpoint = $this->getCheckpoint();
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$lastId = $checkpoint['last_id'] ?? 0;
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Order::where('id', '>', $lastId)
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->orderBy('id')
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->chunkById(100, function ($orders) {
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foreach ($orders as $order) {
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// Process order
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$this->processOrder($order);
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// Save checkpoint every 100 orders
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if ($order->id % 100 === 0) {
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$this->saveCheckpoint([
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'last_id' => $order->id,
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'processed' => $this->processed,
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]);
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}
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}
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});
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}
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}
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```
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### 4. Real-Time Analytics
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```php
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// AnalyticsController.php
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public function realtime()
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{
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return response()->stream(function () {
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$monitor = new MemoryPressureMonitor('100M');
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while (true) {
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$stats = $this->analyticsService->getCurrentStats();
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// Send as Server-Sent Event
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echo "data: " . json_encode($stats) . "\n\n";
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ob_flush();
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flush();
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// Check memory pressure
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if ($monitor->check() !== MemoryPressureLevel::NONE) {
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$this->analyticsService->compact();
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}
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sleep(1);
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}
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}, 200, [
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'Content-Type' => 'text/event-stream',
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'Cache-Control' => 'no-cache',
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'X-Accel-Buffering' => 'no'
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]);
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}
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```
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### 5. Memory-Aware Caching
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```php
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// SpaceTimeCache.php
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class SpaceTimeCache
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{
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private SpaceTimeDict $hot;
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private CacheInterface $cold;
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private MemoryPressureMonitor $monitor;
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public function get($key)
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{
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// Check hot cache first
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if (isset($this->hot[$key])) {
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return $this->hot[$key];
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}
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// Check cold storage
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$value = $this->cold->get($key);
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if ($value !== null) {
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// Promote to hot cache if memory allows
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if ($this->monitor->canAllocate(strlen($value))) {
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$this->hot[$key] = $value;
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}
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}
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return $value;
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}
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}
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```
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## API Endpoints
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### Products API
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- `GET /api/products` - Paginated list
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- `GET /api/products/stream` - Stream all products as NDJSON
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- `GET /api/products/export/csv` - Export as CSV
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- `POST /api/products/bulk-update` - Bulk update with checkpointing
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- `POST /api/products/import` - Import CSV with progress
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### Analytics API
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- `GET /api/analytics/summary` - Get summary statistics
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- `GET /api/analytics/realtime` - Real-time SSE stream
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- `POST /api/analytics/report` - Generate large report
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- `GET /api/analytics/top-products` - Top products with external sorting
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### Reports API
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- `POST /api/reports/generate` - Generate report (queued)
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- `GET /api/reports/{id}/status` - Check generation status
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- `GET /api/reports/{id}/download` - Download completed report
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## Testing
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Run the test suite:
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```bash
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php artisan test
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```
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Example test:
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```php
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public function test_can_stream_large_dataset()
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{
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// Seed test data
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Product::factory()->count(10000)->create();
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// Make streaming request
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$response = $this->getJson('/api/products/stream');
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$response->assertStatus(200);
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$response->assertHeader('Content-Type', 'application/json');
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// Verify memory usage stayed low
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$this->assertLessThan(50 * 1024 * 1024, memory_get_peak_usage());
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}
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```
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## Performance Tips
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1. **Configure memory limits** based on your server capacity
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2. **Use streaming responses** for large datasets
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3. **Enable checkpointing** for long-running jobs
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4. **Monitor memory pressure** in production
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5. **Use external storage** on fast SSDs
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6. **Configure queue workers** with appropriate memory limits
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## Deployment
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### Nginx Configuration
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```nginx
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location /api/products/stream {
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proxy_pass http://backend;
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proxy_buffering off;
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proxy_read_timeout 3600;
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}
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location /api/analytics/realtime {
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proxy_pass http://backend;
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proxy_buffering off;
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proxy_read_timeout 0;
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proxy_http_version 1.1;
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}
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```
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### Supervisor Configuration
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```ini
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[program:spacetime-worker]
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command=php /path/to/artisan queue:work --memory=256
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numprocs=4
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autostart=true
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autorestart=true
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```
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## Monitoring
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Add to your monitoring:
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```php
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// app/Console/Commands/MonitorSpaceTime.php
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$stats = [
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'memory_usage' => memory_get_usage(true),
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'peak_memory' => memory_get_peak_usage(true),
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'external_files' => count(glob(config('spacetime.external_storage') . '/*')),
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'cache_size' => $this->cache->size(),
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];
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Log::channel('metrics')->info('spacetime.stats', $stats);
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```
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## Troubleshooting
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### High Memory Usage
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- Check `SPACETIME_MEMORY_LIMIT` setting
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- Enable more aggressive spillover
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- Use smaller chunk sizes
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### Slow Performance
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- Ensure external storage is on SSD
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- Increase memory limit if possible
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- Use compression for large values
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### Failed Checkpoints
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- Check storage permissions
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- Ensure sufficient disk space
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- Verify checkpoint directory exists
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## Learn More
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- [SqrtSpace SpaceTime Documentation](https://github.com/MarketAlly/Ubiquity)
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- [Laravel Documentation](https://laravel.com/docs)
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- [Memory-Efficient PHP Patterns](https://example.com/patterns) |