166 lines
5.1 KiB
Python
166 lines
5.1 KiB
Python
#!/usr/bin/env python3
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"""
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Ideogram image generation backend.
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Configuration keys:
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IDEOGRAM_API_KEY (required)
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IDEOGRAM_BASE_URL (optional)
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IDEOGRAM_MODEL (optional)
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"""
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import sys
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from pathlib import Path
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_SCRIPTS_DIR = Path(__file__).resolve().parents[1]
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if str(_SCRIPTS_DIR) not in sys.path:
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sys.path.insert(0, str(_SCRIPTS_DIR))
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from console_encoding import configure_utf8_stdio # noqa: E402
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configure_utf8_stdio()
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if __name__ == "__main__":
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print(__doc__)
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print("Use via: python3 skills/ppt-master/scripts/image_gen.py \"prompt\" --backend ideogram")
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raise SystemExit(0 if any(arg in {"-h", "--help", "help"} for arg in sys.argv[1:]) else 1)
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import os
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import time
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import requests
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from image_backends.backend_common import (
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MAX_RETRIES,
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download_image,
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http_error,
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is_rate_limit_error,
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require_api_key,
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resolve_output_path,
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retry_delay,
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)
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ASPECT_RATIO_MAP = {
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"1:1": "1x1",
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"1:4": "1x4",
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"2:3": "2x3",
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"3:2": "3x2",
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"3:4": "3x4",
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"4:1": "4x1",
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"4:3": "4x3",
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"4:5": "4x5",
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"5:4": "5x4",
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"9:16": "9x16",
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"16:9": "16x9",
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"21:9": "21x9",
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}
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DEFAULT_BASE_URL = "https://api.ideogram.ai"
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DEFAULT_MODEL = "ideogram-v3"
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MODEL_ALIASES = {"ideogram-v3", "v3"}
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IMAGE_SIZE_TO_SPEED = {
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"512px": "TURBO",
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"1K": "DEFAULT",
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"2K": "QUALITY",
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"4K": "QUALITY",
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}
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def _resolve_url(base_url: str) -> str:
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"""Resolve the Ideogram generation endpoint."""
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base = base_url.rstrip("/")
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if base.endswith("/generate"):
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return base
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return base + "/v1/ideogram-v3/generate"
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def _generate_image(api_key: str, prompt: str,
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aspect_ratio: str = "1:1", image_size: str = "1K",
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output_dir: str = None, filename: str = None,
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model: str = DEFAULT_MODEL, base_url: str = DEFAULT_BASE_URL) -> str:
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"""Generate one image with the Ideogram backend."""
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normalized_model = model.strip().lower()
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if normalized_model not in MODEL_ALIASES:
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raise ValueError(
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f"Unsupported Ideogram model '{model}'. Supported: {sorted(MODEL_ALIASES)}"
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)
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mapped_ratio = ASPECT_RATIO_MAP.get(aspect_ratio)
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if not mapped_ratio:
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raise ValueError(
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f"Unsupported aspect ratio '{aspect_ratio}' for Ideogram backend. "
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f"Supported: {sorted(ASPECT_RATIO_MAP)}"
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)
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rendering_speed = IMAGE_SIZE_TO_SPEED.get(image_size, "DEFAULT")
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url = _resolve_url(base_url)
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headers = {"Api-Key": api_key}
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files = {
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"prompt": (None, prompt),
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"aspect_ratio": (None, mapped_ratio),
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"rendering_speed": (None, rendering_speed),
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}
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print("[Ideogram]")
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print(f" Model: {normalized_model}")
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print(f" Prompt: {prompt[:120]}{'...' if len(prompt) > 120 else ''}")
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print(f" Aspect Ratio: {aspect_ratio} -> {mapped_ratio}")
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print(f" Render Speed: {rendering_speed}")
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print()
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print(" [..] Generating...", end="", flush=True)
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start = time.time()
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response = requests.post(url, headers=headers, files=files, timeout=300)
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elapsed = time.time() - start
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print(f"\n [DONE] Response received ({elapsed:.1f}s)")
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if response.status_code != 200:
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raise http_error(response, "Ideogram generation")
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payload = response.json()
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data = payload.get("data") or []
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image_url = data[0].get("url") if data else None
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if not image_url:
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raise RuntimeError(f"Ideogram response missing image URL: {payload}")
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path = resolve_output_path(prompt, output_dir, filename, ".png")
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return download_image(image_url, path)
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def generate(prompt: str,
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aspect_ratio: str = "1:1", image_size: str = "1K",
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output_dir: str = None, filename: str = None,
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model: str = None, max_retries: int = MAX_RETRIES) -> str:
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"""Generate an image with retries using the Ideogram backend."""
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api_key = require_api_key(
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"IDEOGRAM_API_KEY",
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message="No API key found. Set IDEOGRAM_API_KEY in the current environment or a .env file.",
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)
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base_url = os.environ.get("IDEOGRAM_BASE_URL") or DEFAULT_BASE_URL
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resolved_model = model or os.environ.get("IDEOGRAM_MODEL") or DEFAULT_MODEL
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last_error = None
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for attempt in range(max_retries + 1):
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try:
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return _generate_image(
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api_key=api_key,
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prompt=prompt,
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aspect_ratio=aspect_ratio,
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image_size=image_size,
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output_dir=output_dir,
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filename=filename,
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model=resolved_model,
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base_url=base_url,
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)
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except Exception as exc:
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last_error = exc
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if attempt >= max_retries:
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break
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limited = is_rate_limit_error(exc)
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delay = retry_delay(attempt, rate_limited=limited)
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label = "Rate limit hit" if limited else f"Error: {exc}"
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print(f"\n [WARN] {label}. Retrying in {delay}s...")
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time.sleep(delay)
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raise RuntimeError(f"Failed after {max_retries + 1} attempts. Last error: {last_error}")
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