refactor: auto-detect headless mode via TTY; AUTO_MODE becomes an override
The primary use case is headless Docker, so auto mode is now the default whenever stdin has no TTY. Interactive mode activates when a terminal is present (docker run -it, local shell). AUTO_MODE=true remains as an explicit override for scripting with a pseudo-TTY. Removes AUTO_MODE=true, stdin_open, tty, and FORCE_CPU=false from compose.yml — none are needed for headless operation. Updates README and the interactive-mode hint in the CLI. Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
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@@ -128,7 +128,6 @@ services:
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- IMMICH_URL=http://192.168.1.10:2283
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- API_KEY=your-immich-api-key
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- FRIGATE_URL=http://192.168.1.10:5000
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- AUTO_MODE=true
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- CRON_SCHEDULE=0 3 * * 0 # Every Sunday at 3 AM
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volumes:
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- /path/to/models:/models
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@@ -161,7 +160,7 @@ The first run after a fresh install downloads the embedding models (~1-2 GB). Su
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| Variable | Default | Description |
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| :--- | :--- | :--- |
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| `AUTO_MODE` | `false` | Run without interactive prompts — required for Docker/cron use |
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| `AUTO_MODE` | *(auto)* | Force non-interactive mode even in a terminal; auto-detected otherwise (no TTY = auto) |
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| `TRAINING_MODE` | `face` | `face` — upload crops to Frigate API; `object` — save crops to disk |
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| `STRATEGY` | `auto` | `auto` (adaptive), `standard` (30 images), `broad` (100 images) |
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| `LIMIT` | *(unset)* | Exact image count — overrides `STRATEGY` |
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+4
-4
@@ -9,7 +9,9 @@ services:
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- FRIGATE_URL=${FRIGATE_URL}
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# ── Mode & Strategy ───────────────────────────────────────────────────
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- AUTO_MODE=true
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# Auto mode is active by default when no TTY is present (Docker/cron).
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# Run with `docker run -it` or set AUTO_MODE=true to force non-interactive
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# in a terminal.
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# TRAINING_MODE: face = upload to Frigate face recognition API
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# object = save crops to output dir for manual Frigate placement
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- TRAINING_MODE=face
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@@ -34,7 +36,7 @@ services:
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# - MAX_AUTO_IMAGES=80 # Hard cap on auto-diversity selection (default: 80)
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# ── Caching & Models ──────────────────────────────────────────────────
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- FORCE_CPU=false
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# - FORCE_CPU=true # Disable GPU, fall back to CPU
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# - ENABLE_CACHE=false # Disable embedding cache (default: true)
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- CACHE_DIR=/app/.if_cache
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- HF_HOME=/models/huggingface
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@@ -55,8 +57,6 @@ services:
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- /path/to/winnow/models:/models
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- /path/to/winnow/cache:/app/.if_cache
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- /path/to/winnow/output:/app/frigate_train
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stdin_open: true
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tty: true
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restart: unless-stopped
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deploy:
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resources:
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+4
-7
@@ -64,21 +64,18 @@ def main() -> None:
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rprint("[bold red]Could not fetch people from Immich. Check URL/Key.[/bold red]")
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return
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# Check for non-interactive mode; also force auto when stdin has no TTY
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# (e.g. Docker without -it) to avoid an EOFError crash
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auto_mode = os.environ.get("AUTO_MODE", "false").lower() == "true" or not sys.stdin.isatty()
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# Auto mode when no TTY (Docker, cron, pipes) — the primary use case.
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# A TTY means local interactive use; AUTO_MODE=true overrides that for scripting.
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auto_mode = not sys.stdin.isatty() or os.environ.get("AUTO_MODE", "").lower() in ("true", "1", "yes")
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dry_run = os.environ.get("DRY_RUN", "false").lower() in ("true", "1", "yes")
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if dry_run:
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rprint("[bold yellow]DRY RUN — no images will be downloaded or uploaded[/bold yellow]")
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if auto_mode:
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if not sys.stdin.isatty() and os.environ.get("AUTO_MODE", "false").lower() != "true":
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rprint("[dim]No TTY detected — running in auto mode. Set AUTO_MODE=true to suppress this.[/dim]")
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else:
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rprint("[bold cyan]Running in AUTO mode (non-interactive)[/bold cyan]")
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jobs = auto_configure(people)
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else:
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rprint("[bold cyan]Interactive mode — set AUTO_MODE=true to skip prompts[/bold cyan]")
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jobs = interactive_configure(people)
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if jobs:
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