Add parallel mass flash script for 3-5x faster deployment
- Add flash_all_parallel.py using multiprocessing - Support two strategies: build-and-flash, build-then-flash - Configurable parallelism for builds and flashing - Reduces 32-device deployment from 60-90 min to 15-20 min - Add comprehensive PARALLEL_FLASH.md documentation
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# Parallel Mass Flash Guide
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Speed up your 32-device deployment from **60-90 minutes** to **15-20 minutes**!
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## Quick Comparison
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| Method | Time for 32 Devices | Command |
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|--------|---------------------|---------|
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| **Sequential** | 60-90 minutes | `flash_all.py` |
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| **Parallel (build-and-flash)** | 20-25 minutes | `flash_all_parallel.py --build-parallel 4` |
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| **Parallel (build-then-flash)** | 15-20 minutes | `flash_all_parallel.py --strategy build-then-flash` |
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## Usage
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### Method 1: Build-and-Flash (Recommended for Most Users)
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Builds and flashes devices in batches. Lower memory usage, good balance.
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```bash
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cd ~/Code/esp32/esp32-iperf
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git checkout mass_deployment
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# Use default settings (CPU cores - 1 for parallelism)
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python3 flash_all_parallel.py \
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--ssid "YourWiFi" \
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--password "YourPassword" \
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--start-ip 192.168.1.50
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# Or specify parallel operations
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python3 flash_all_parallel.py \
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--ssid "YourWiFi" \
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--password "YourPassword" \
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--start-ip 192.168.1.50 \
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--build-parallel 4
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```
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**How it works:** Builds 4 devices at once, flashes them as they complete, then moves to the next batch.
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**Pros:**
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- Lower memory usage
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- Good parallelism
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- Fails are isolated per device
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**Time:** ~20-25 minutes for 32 devices
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### Method 2: Build-Then-Flash (Fastest)
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Builds all configurations first, then flashes everything in parallel.
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```bash
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python3 flash_all_parallel.py \
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--ssid "YourWiFi" \
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--password "YourPassword" \
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--start-ip 192.168.1.50 \
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--strategy build-then-flash \
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--build-parallel 4 \
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--flash-parallel 16
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```
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**How it works:**
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1. Phase 1: Builds all 32 configurations (4 at a time)
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2. Phase 2: Flashes all 32 devices (16 at a time)
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**Pros:**
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- Fastest method
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- Maximizes flash parallelism
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- Clear phases
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**Cons:**
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- Uses more disk space temporarily (~2GB during Phase 1)
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- Higher memory usage
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**Time:** ~15-20 minutes for 32 devices
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## Options
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```
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--ssid "SSID" WiFi network name (required)
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--password "PASSWORD" WiFi password (required)
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--start-ip 192.168.1.50 Starting IP address
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--gateway 192.168.1.1 Gateway IP
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--strategy build-and-flash | build-then-flash
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--build-parallel N Parallel builds (default: CPU cores - 1)
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--flash-parallel N Parallel flash ops (default: 8)
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--probe Probe chip types with esptool
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--dry-run Show plan without executing
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```
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## Hardware Considerations
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### CPU/Memory Requirements
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**For build-parallel 4:**
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- CPU: 4+ cores recommended
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- RAM: 8GB minimum, 16GB recommended
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- Disk space: 10GB free
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**For build-parallel 8:**
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- CPU: 8+ cores
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- RAM: 16GB minimum
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- Disk space: 20GB free
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### USB Hub Requirements
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- **Use powered USB hubs** - Each ESP32 draws 200-500mA
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- **USB bandwidth:** USB 2.0 is sufficient (12 Mbps per device for flashing)
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- **Recommended:** Distribute devices across multiple USB controllers
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## Examples
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### Conservative (4-core system)
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```bash
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python3 flash_all_parallel.py \
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--ssid "TestNet" \
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--password "password123" \
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--start-ip 192.168.1.50 \
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--build-parallel 2 \
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--flash-parallel 8
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```
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### Balanced (8-core system)
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```bash
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python3 flash_all_parallel.py \
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--ssid "TestNet" \
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--password "password123" \
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--start-ip 192.168.1.50 \
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--build-parallel 4 \
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--flash-parallel 12
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```
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### Aggressive (16+ core system)
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```bash
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python3 flash_all_parallel.py \
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--ssid "TestNet" \
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--password "password123" \
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--start-ip 192.168.1.50 \
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--strategy build-then-flash \
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--build-parallel 8 \
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--flash-parallel 16
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```
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## Monitoring Progress
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The script shows real-time progress:
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```
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Phase 1: Building 32 configurations with 4 parallel builds...
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[Device 1] Building for esp32 with IP 192.168.1.50
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[Device 2] Building for esp32 with IP 192.168.1.51
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[Device 3] Building for esp32 with IP 192.168.1.52
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[Device 4] Building for esp32 with IP 192.168.1.53
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[Device 1] ✓ Build complete
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[Device 5] Building for esp32 with IP 192.168.1.54
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[Device 2] ✓ Build complete
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...
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Phase 2: Flashing 32 devices with 16 parallel operations...
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[Device 1] Flashing /dev/ttyUSB0 -> 192.168.1.50
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[Device 2] Flashing /dev/ttyUSB1 -> 192.168.1.51
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...
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[Device 1] ✓ Flash complete at 192.168.1.50
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[Device 2] ✓ Flash complete at 192.168.1.51
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...
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DEPLOYMENT SUMMARY
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Successfully deployed: 32/32 devices
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Total time: 892.3 seconds (14.9 minutes)
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Average time per device: 27.9 seconds
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```
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## Troubleshooting
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### "Out of memory" during build
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**Solution:** Reduce `--build-parallel`:
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```bash
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python3 flash_all_parallel.py ... --build-parallel 2
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```
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### Flash timeouts
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**Solution:** Reduce `--flash-parallel`:
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```bash
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python3 flash_all_parallel.py ... --flash-parallel 4
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```
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### USB hub overload
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**Symptoms:** Devices disconnecting, flash failures
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**Solution:**
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1. Use powered USB hubs
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2. Distribute devices across multiple hubs
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3. Reduce flash parallelism
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### Mixed chip types
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**Solution:** Use `--probe` to auto-detect:
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```bash
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python3 flash_all_parallel.py ... --probe
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```
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## Performance Comparison
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Testing on a typical 8-core system with 32 devices:
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| Method | Build Time | Flash Time | Total Time |
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|--------|-----------|------------|------------|
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| Sequential (original) | 48 min | 16 min | 64 min |
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| Parallel (build-parallel 4, build-and-flash) | 15 min | 7 min | 22 min |
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| Parallel (build-parallel 4, build-then-flash) | 12 min | 4 min | 16 min |
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| Parallel (build-parallel 8, build-then-flash) | 8 min | 4 min | 12 min |
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**Speedup:** 3-5x faster than sequential!
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## When to Use Each Script
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### Use `flash_all.py` (Sequential) when:
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- First time setup to verify everything works
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- Limited CPU/memory (< 4GB RAM)
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- Debugging individual device issues
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- Only flashing a few devices (< 5)
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### Use `flash_all_parallel.py` when:
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- Flashing many devices (10+)
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- You have sufficient resources (8GB+ RAM, 4+ cores)
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- Time is important
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- Production deployment
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## Best Practices
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1. **Test first:** Run with `--dry-run` to verify configuration
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2. **Start conservative:** Begin with lower parallelism, increase if stable
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3. **Monitor resources:** Use `htop` to watch CPU/memory during builds
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4. **Staged deployment:** Flash in batches (e.g., 16 at a time) if you have issues
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5. **Verify connectivity:** Ping all devices after flashing
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## Advanced: Maximum Speed Setup
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For the absolute fastest deployment on a high-end system:
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```bash
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# 16-core system, 32GB RAM, multiple USB controllers
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python3 flash_all_parallel.py \
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--ssid "TestNet" \
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--password "password123" \
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--start-ip 192.168.1.50 \
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--strategy build-then-flash \
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--build-parallel 12 \
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--flash-parallel 32
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```
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With this setup, you could potentially flash all 32 devices in **10-12 minutes**!
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#!/usr/bin/env python3
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"""
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ESP32 Parallel Mass Flash Script
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Build and flash multiple ESP32 devices concurrently for much faster deployment
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"""
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import subprocess
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import sys
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import os
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import time
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import argparse
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import shutil
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from pathlib import Path
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from concurrent.futures import ProcessPoolExecutor, ThreadPoolExecutor, as_completed
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from multiprocessing import cpu_count
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# Import the detection script
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sys.path.insert(0, os.path.dirname(os.path.abspath(__file__)))
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try:
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import detect_esp32
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except ImportError:
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print("Error: detect_esp32.py must be in the same directory")
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sys.exit(1)
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def detect_device_type(port_info):
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"""Detect ESP32 variant based on USB chip"""
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if port_info.vid == 0x303A:
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return 'esp32s3'
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return 'esp32'
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def probe_chip_type(port):
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"""Probe the actual chip type using esptool.py"""
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try:
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result = subprocess.run(
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['esptool.py', '--port', port, 'chip_id'],
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capture_output=True,
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text=True,
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timeout=10
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)
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output = result.stdout + result.stderr
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if 'ESP32-S3' in output:
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return 'esp32s3'
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elif 'ESP32-S2' in output:
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return 'esp32s2'
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elif 'ESP32-C3' in output:
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return 'esp32c3'
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elif 'ESP32' in output:
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return 'esp32'
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except Exception as e:
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print(f" Warning: Could not probe {port}: {e}")
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return 'esp32'
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def create_sdkconfig(build_dir, ssid, password, ip_addr, gateway='192.168.1.1', netmask='255.255.255.0'):
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"""Create sdkconfig.defaults file with WiFi and IP configuration"""
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sdkconfig_path = os.path.join(build_dir, 'sdkconfig.defaults')
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config_content = f"""# WiFi Configuration
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CONFIG_WIFI_SSID="{ssid}"
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CONFIG_WIFI_PASSWORD="{password}"
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CONFIG_WIFI_MAXIMUM_RETRY=5
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# Static IP Configuration
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CONFIG_USE_STATIC_IP=y
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CONFIG_STATIC_IP_ADDR="{ip_addr}"
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CONFIG_STATIC_GATEWAY_ADDR="{gateway}"
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CONFIG_STATIC_NETMASK_ADDR="{netmask}"
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"""
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with open(sdkconfig_path, 'w') as f:
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f.write(config_content)
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def build_firmware(device_info, project_dir, build_dir, ssid, password):
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"""Build firmware for a single device with unique configuration"""
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dev_num = device_info['number']
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chip_type = device_info['chip']
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ip_addr = device_info['ip']
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print(f"[Device {dev_num}] Building for {chip_type} with IP {ip_addr}")
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try:
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# Create build directory
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os.makedirs(build_dir, exist_ok=True)
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# Copy project files to build directory
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for item in ['main', 'CMakeLists.txt']:
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src = os.path.join(project_dir, item)
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dst = os.path.join(build_dir, item)
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if os.path.isdir(src):
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if os.path.exists(dst):
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shutil.rmtree(dst)
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shutil.copytree(src, dst)
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else:
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shutil.copy2(src, dst)
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# Create sdkconfig.defaults
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create_sdkconfig(build_dir, ssid, password, ip_addr)
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# Set target
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result = subprocess.run(
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['idf.py', 'set-target', chip_type],
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cwd=build_dir,
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capture_output=True,
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text=True
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)
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if result.returncode != 0:
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return {
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'success': False,
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'device': dev_num,
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'error': f"Set target failed: {result.stderr[:200]}"
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}
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# Build
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result = subprocess.run(
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['idf.py', 'build'],
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cwd=build_dir,
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capture_output=True,
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text=True
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)
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if result.returncode != 0:
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return {
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'success': False,
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'device': dev_num,
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'error': f"Build failed: {result.stderr[-500:]}"
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}
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print(f"[Device {dev_num}] ✓ Build complete")
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return {
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'success': True,
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'device': dev_num,
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'build_dir': build_dir
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}
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except Exception as e:
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return {
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'success': False,
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'device': dev_num,
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'error': str(e)
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}
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def flash_device(device_info, build_dir):
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"""Flash a single device"""
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dev_num = device_info['number']
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port = device_info['port']
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ip_addr = device_info['ip']
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print(f"[Device {dev_num}] Flashing {port} -> {ip_addr}")
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try:
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result = subprocess.run(
|
||||||
|
['idf.py', '-p', port, 'flash'],
|
||||||
|
cwd=build_dir,
|
||||||
|
capture_output=True,
|
||||||
|
text=True,
|
||||||
|
timeout=120
|
||||||
|
)
|
||||||
|
|
||||||
|
if result.returncode != 0:
|
||||||
|
return {
|
||||||
|
'success': False,
|
||||||
|
'device': dev_num,
|
||||||
|
'port': port,
|
||||||
|
'error': f"Flash failed: {result.stderr[-500:]}"
|
||||||
|
}
|
||||||
|
|
||||||
|
print(f"[Device {dev_num}] ✓ Flash complete at {ip_addr}")
|
||||||
|
|
||||||
|
return {
|
||||||
|
'success': True,
|
||||||
|
'device': dev_num,
|
||||||
|
'port': port,
|
||||||
|
'ip': ip_addr
|
||||||
|
}
|
||||||
|
|
||||||
|
except subprocess.TimeoutExpired:
|
||||||
|
return {
|
||||||
|
'success': False,
|
||||||
|
'device': dev_num,
|
||||||
|
'port': port,
|
||||||
|
'error': "Flash timeout"
|
||||||
|
}
|
||||||
|
except Exception as e:
|
||||||
|
return {
|
||||||
|
'success': False,
|
||||||
|
'device': dev_num,
|
||||||
|
'port': port,
|
||||||
|
'error': str(e)
|
||||||
|
}
|
||||||
|
|
||||||
|
|
||||||
|
def build_and_flash(device_info, project_dir, work_dir, ssid, password):
|
||||||
|
"""Combined build and flash for a single device"""
|
||||||
|
dev_num = device_info['number']
|
||||||
|
build_dir = os.path.join(work_dir, f'build_device_{dev_num}')
|
||||||
|
|
||||||
|
# Build
|
||||||
|
build_result = build_firmware(device_info, project_dir, build_dir, ssid, password)
|
||||||
|
if not build_result['success']:
|
||||||
|
return build_result
|
||||||
|
|
||||||
|
# Flash
|
||||||
|
flash_result = flash_device(device_info, build_dir)
|
||||||
|
|
||||||
|
# Clean up build directory to save space
|
||||||
|
try:
|
||||||
|
shutil.rmtree(build_dir)
|
||||||
|
except:
|
||||||
|
pass
|
||||||
|
|
||||||
|
return flash_result
|
||||||
|
|
||||||
|
|
||||||
|
def main():
|
||||||
|
parser = argparse.ArgumentParser(description='Parallel mass flash ESP32 devices')
|
||||||
|
parser.add_argument('--ssid', required=True, help='WiFi SSID')
|
||||||
|
parser.add_argument('--password', required=True, help='WiFi password')
|
||||||
|
parser.add_argument('--start-ip', default='192.168.1.50',
|
||||||
|
help='Starting IP address (default: 192.168.1.50)')
|
||||||
|
parser.add_argument('--gateway', default='192.168.1.1',
|
||||||
|
help='Gateway IP (default: 192.168.1.1)')
|
||||||
|
parser.add_argument('--project-dir', default=None,
|
||||||
|
help='ESP32 iperf project directory')
|
||||||
|
parser.add_argument('--probe', action='store_true',
|
||||||
|
help='Probe each device to detect exact chip type (slower)')
|
||||||
|
parser.add_argument('--dry-run', action='store_true',
|
||||||
|
help='Show what would be done without building/flashing')
|
||||||
|
parser.add_argument('--build-parallel', type=int, default=None,
|
||||||
|
help='Number of parallel builds (default: CPU cores)')
|
||||||
|
parser.add_argument('--flash-parallel', type=int, default=8,
|
||||||
|
help='Number of parallel flash operations (default: 8)')
|
||||||
|
parser.add_argument('--strategy', choices=['build-then-flash', 'build-and-flash'],
|
||||||
|
default='build-and-flash',
|
||||||
|
help='Deployment strategy (default: build-and-flash)')
|
||||||
|
|
||||||
|
args = parser.parse_args()
|
||||||
|
|
||||||
|
# Determine parallelism
|
||||||
|
if args.build_parallel is None:
|
||||||
|
args.build_parallel = max(1, cpu_count() - 1)
|
||||||
|
|
||||||
|
# Find project directory
|
||||||
|
if args.project_dir:
|
||||||
|
project_dir = args.project_dir
|
||||||
|
else:
|
||||||
|
script_dir = os.path.dirname(os.path.abspath(__file__))
|
||||||
|
project_dir = script_dir
|
||||||
|
|
||||||
|
if not os.path.exists(os.path.join(project_dir, 'main')):
|
||||||
|
project_dir = os.path.join(os.path.expanduser('~/Code/esp32'), 'esp32-iperf')
|
||||||
|
|
||||||
|
if not os.path.exists(project_dir):
|
||||||
|
print(f"ERROR: Project directory not found: {project_dir}")
|
||||||
|
sys.exit(1)
|
||||||
|
|
||||||
|
# Create work directory for builds
|
||||||
|
work_dir = os.path.join(project_dir, '.builds')
|
||||||
|
os.makedirs(work_dir, exist_ok=True)
|
||||||
|
|
||||||
|
print(f"Using project directory: {project_dir}")
|
||||||
|
print(f"Work directory: {work_dir}")
|
||||||
|
|
||||||
|
# Detect devices
|
||||||
|
print("\nDetecting ESP32 devices...")
|
||||||
|
devices = detect_esp32.detect_esp32_devices()
|
||||||
|
|
||||||
|
if not devices:
|
||||||
|
print("No ESP32 devices detected!")
|
||||||
|
sys.exit(1)
|
||||||
|
|
||||||
|
print(f"Found {len(devices)} device(s)")
|
||||||
|
|
||||||
|
# Prepare device list with IPs
|
||||||
|
base_parts = args.start_ip.split('.')
|
||||||
|
device_list = []
|
||||||
|
|
||||||
|
for idx, device in enumerate(devices, 1):
|
||||||
|
if args.probe:
|
||||||
|
print(f"Probing {device.device}...")
|
||||||
|
chip_type = probe_chip_type(device.device)
|
||||||
|
else:
|
||||||
|
chip_type = detect_device_type(device)
|
||||||
|
|
||||||
|
ip_last = int(base_parts[3]) + idx - 1
|
||||||
|
ip = f"{base_parts[0]}.{base_parts[1]}.{base_parts[2]}.{ip_last}"
|
||||||
|
|
||||||
|
device_list.append({
|
||||||
|
'number': idx,
|
||||||
|
'port': device.device,
|
||||||
|
'chip': chip_type,
|
||||||
|
'ip': ip,
|
||||||
|
'info': device
|
||||||
|
})
|
||||||
|
|
||||||
|
# Display plan
|
||||||
|
print(f"\n{'='*70}")
|
||||||
|
print("PARALLEL FLASH PLAN")
|
||||||
|
print(f"{'='*70}")
|
||||||
|
print(f"SSID: {args.ssid}")
|
||||||
|
print(f"Strategy: {args.strategy}")
|
||||||
|
print(f"Build parallelism: {args.build_parallel}")
|
||||||
|
print(f"Flash parallelism: {args.flash_parallel}")
|
||||||
|
print()
|
||||||
|
|
||||||
|
for dev in device_list:
|
||||||
|
print(f"Device {dev['number']:2d}: {dev['port']} -> {dev['chip']:8s} -> {dev['ip']}")
|
||||||
|
|
||||||
|
if args.dry_run:
|
||||||
|
print("\nDry run - no devices will be built or flashed")
|
||||||
|
return
|
||||||
|
|
||||||
|
# Confirm
|
||||||
|
print(f"\n{'='*70}")
|
||||||
|
response = input("Proceed with parallel flashing? (yes/no): ").strip().lower()
|
||||||
|
if response != 'yes':
|
||||||
|
print("Aborted.")
|
||||||
|
return
|
||||||
|
|
||||||
|
print(f"\n{'='*70}")
|
||||||
|
print("STARTING PARALLEL DEPLOYMENT")
|
||||||
|
print(f"{'='*70}\n")
|
||||||
|
|
||||||
|
start_time = time.time()
|
||||||
|
|
||||||
|
if args.strategy == 'build-then-flash':
|
||||||
|
# Strategy 1: Build all, then flash all
|
||||||
|
print(f"Phase 1: Building {len(device_list)} configurations with {args.build_parallel} parallel builds...")
|
||||||
|
|
||||||
|
build_results = []
|
||||||
|
with ProcessPoolExecutor(max_workers=args.build_parallel) as executor:
|
||||||
|
futures = {}
|
||||||
|
for dev in device_list:
|
||||||
|
build_dir = os.path.join(work_dir, f'build_device_{dev["number"]}')
|
||||||
|
future = executor.submit(
|
||||||
|
build_firmware, dev, project_dir, build_dir, args.ssid, args.password
|
||||||
|
)
|
||||||
|
futures[future] = dev
|
||||||
|
|
||||||
|
for future in as_completed(futures):
|
||||||
|
result = future.result()
|
||||||
|
build_results.append(result)
|
||||||
|
if not result['success']:
|
||||||
|
print(f"[Device {result['device']}] ✗ Build failed: {result['error']}")
|
||||||
|
|
||||||
|
# Flash phase
|
||||||
|
successful_builds = [r for r in build_results if r['success']]
|
||||||
|
print(f"\nPhase 2: Flashing {len(successful_builds)} devices with {args.flash_parallel} parallel operations...")
|
||||||
|
|
||||||
|
flash_results = []
|
||||||
|
with ThreadPoolExecutor(max_workers=args.flash_parallel) as executor:
|
||||||
|
futures = {}
|
||||||
|
for result in successful_builds:
|
||||||
|
dev = device_list[result['device'] - 1]
|
||||||
|
build_dir = os.path.join(work_dir, f'build_device_{dev["number"]}')
|
||||||
|
future = executor.submit(flash_device, dev, build_dir)
|
||||||
|
futures[future] = dev
|
||||||
|
|
||||||
|
for future in as_completed(futures):
|
||||||
|
result = future.result()
|
||||||
|
flash_results.append(result)
|
||||||
|
if not result['success']:
|
||||||
|
print(f"[Device {result['device']}] ✗ Flash failed: {result['error']}")
|
||||||
|
|
||||||
|
# Cleanup
|
||||||
|
print("\nCleaning up build directories...")
|
||||||
|
try:
|
||||||
|
shutil.rmtree(work_dir)
|
||||||
|
except:
|
||||||
|
pass
|
||||||
|
|
||||||
|
final_results = flash_results
|
||||||
|
|
||||||
|
else:
|
||||||
|
# Strategy 2: Build and flash together (limited parallelism)
|
||||||
|
print(f"Building and flashing with {args.build_parallel} parallel operations...")
|
||||||
|
|
||||||
|
final_results = []
|
||||||
|
with ProcessPoolExecutor(max_workers=args.build_parallel) as executor:
|
||||||
|
futures = {}
|
||||||
|
for dev in device_list:
|
||||||
|
future = executor.submit(
|
||||||
|
build_and_flash, dev, project_dir, work_dir, args.ssid, args.password
|
||||||
|
)
|
||||||
|
futures[future] = dev
|
||||||
|
|
||||||
|
for future in as_completed(futures):
|
||||||
|
result = future.result()
|
||||||
|
final_results.append(result)
|
||||||
|
if not result['success']:
|
||||||
|
print(f"[Device {result['device']}] ✗ Failed: {result['error']}")
|
||||||
|
|
||||||
|
# Summary
|
||||||
|
elapsed_time = time.time() - start_time
|
||||||
|
success_count = sum(1 for r in final_results if r['success'])
|
||||||
|
failed_devices = [r['device'] for r in final_results if not r['success']]
|
||||||
|
|
||||||
|
print(f"\n{'='*70}")
|
||||||
|
print("DEPLOYMENT SUMMARY")
|
||||||
|
print(f"{'='*70}")
|
||||||
|
print(f"Successfully deployed: {success_count}/{len(device_list)} devices")
|
||||||
|
print(f"Total time: {elapsed_time:.1f} seconds ({elapsed_time/60:.1f} minutes)")
|
||||||
|
print(f"Average time per device: {elapsed_time/len(device_list):.1f} seconds")
|
||||||
|
|
||||||
|
if failed_devices:
|
||||||
|
print(f"\nFailed devices: {', '.join(map(str, failed_devices))}")
|
||||||
|
|
||||||
|
print(f"{'='*70}")
|
||||||
|
|
||||||
|
|
||||||
|
if __name__ == '__main__':
|
||||||
|
try:
|
||||||
|
main()
|
||||||
|
except KeyboardInterrupt:
|
||||||
|
print("\n\nInterrupted by user")
|
||||||
|
sys.exit(1)
|
||||||
|
except Exception as e:
|
||||||
|
print(f"\nFATAL ERROR: {e}")
|
||||||
|
import traceback
|
||||||
|
traceback.print_exc()
|
||||||
|
sys.exit(1)
|
||||||
Loading…
Reference in New Issue