|
| 1 | +import base64 |
| 2 | +import logging |
| 3 | +from pathlib import Path |
| 4 | +from typing import Literal |
| 5 | + |
| 6 | +from fastapi import APIRouter, Depends, File, Form, HTTPException, UploadFile |
| 7 | + |
| 8 | +from app.core.config import settings |
| 9 | +from app.core.security import verify_token |
| 10 | +from app.schemas.responses import ImageResponse |
| 11 | +from app.services.gemini_service import get_gemini_service |
| 12 | +from app.services.litellm_service import get_litellm_service |
| 13 | +from app.services.model_registry import model_registry |
| 14 | +from app.services.openai_service import get_openai_service |
| 15 | +from app.services.storage_service import storage_service |
| 16 | + |
| 17 | +logger = logging.getLogger(__name__) |
| 18 | + |
| 19 | +router = APIRouter(prefix="/edit", tags=["Image Editing"]) |
| 20 | + |
| 21 | + |
| 22 | +@router.post( |
| 23 | + "", |
| 24 | + response_model=ImageResponse, |
| 25 | + operation_id="edit_image", |
| 26 | + summary="Edit image", |
| 27 | + description=( |
| 28 | + "Edit an existing image using mask-based inpainting (OpenAI) or " |
| 29 | + "prompt-based editing (Gemini). Provide either an image file upload " |
| 30 | + "or a URL to an existing image." |
| 31 | + ), |
| 32 | +) |
| 33 | +async def edit_image( |
| 34 | + prompt: str = Form(..., description="Description of the edit to make"), |
| 35 | + provider: Literal["litellm", "openai", "gemini"] = Form( |
| 36 | + "litellm", description="Provider to use for editing" |
| 37 | + ), |
| 38 | + model: str | None = Form(None, description="Model ID (optional, uses default if not set)"), |
| 39 | + image: UploadFile | None = File(None, description="Image file to edit"), |
| 40 | + image_url: str | None = Form(None, description="URL to existing image (alternative to upload)"), |
| 41 | + mask: UploadFile | None = File(None, description="Mask image (transparent areas will be edited)"), |
| 42 | + n: int = Form(1, ge=1, le=4, description="Number of variations to generate"), |
| 43 | + response_format: Literal["url", "base64", "markdown"] = Form( |
| 44 | + "url", description="Response format" |
| 45 | + ), |
| 46 | + _: None = Depends(verify_token), |
| 47 | +) -> ImageResponse: |
| 48 | + """ |
| 49 | + Edit an image using mask-based (OpenAI) or prompt-based (Gemini) editing. |
| 50 | + """ |
| 51 | + logger.info(f"Edit request: provider={provider}, model={model}") |
| 52 | + |
| 53 | + # Validate: need either image upload or image_url |
| 54 | + if not image and not image_url: |
| 55 | + raise HTTPException( |
| 56 | + status_code=400, detail="Either 'image' file or 'image_url' must be provided" |
| 57 | + ) |
| 58 | + |
| 59 | + # Load image bytes |
| 60 | + try: |
| 61 | + if image: |
| 62 | + image_bytes = await image.read() |
| 63 | + else: |
| 64 | + image_bytes = await storage_service.get_image(image_url) |
| 65 | + except FileNotFoundError as e: |
| 66 | + raise HTTPException(status_code=404, detail=str(e)) |
| 67 | + except Exception as e: |
| 68 | + logger.error(f"Failed to load image: {e}") |
| 69 | + raise HTTPException(status_code=400, detail=f"Failed to load image: {str(e)}") |
| 70 | + |
| 71 | + # Load mask bytes if provided |
| 72 | + mask_bytes = None |
| 73 | + if mask: |
| 74 | + mask_bytes = await mask.read() |
| 75 | + |
| 76 | + # Determine model if not specified |
| 77 | + if not model: |
| 78 | + model = _get_default_edit_model(provider) |
| 79 | + |
| 80 | + # Get service based on provider |
| 81 | + try: |
| 82 | + service = _get_service(provider) |
| 83 | + except ValueError as e: |
| 84 | + raise HTTPException(status_code=400, detail=str(e)) |
| 85 | + |
| 86 | + # Edit image |
| 87 | + try: |
| 88 | + if provider == "gemini": |
| 89 | + # Gemini uses prompt-based editing (no mask) |
| 90 | + urls = await service.edit_image( |
| 91 | + image=image_bytes, |
| 92 | + prompt=prompt, |
| 93 | + model=model, |
| 94 | + n=n, |
| 95 | + ) |
| 96 | + else: |
| 97 | + # OpenAI/LiteLLM uses mask-based editing |
| 98 | + urls = await service.edit_image( |
| 99 | + image=image_bytes, |
| 100 | + prompt=prompt, |
| 101 | + model=model, |
| 102 | + mask=mask_bytes, |
| 103 | + n=n, |
| 104 | + ) |
| 105 | + except Exception as e: |
| 106 | + logger.error(f"Edit failed: {e}", exc_info=True) |
| 107 | + raise HTTPException(status_code=500, detail=f"Edit failed: {str(e)}") |
| 108 | + |
| 109 | + if not urls: |
| 110 | + raise HTTPException(status_code=500, detail="No images generated") |
| 111 | + |
| 112 | + # Handle response format |
| 113 | + if response_format == "base64": |
| 114 | + image_filename = urls[0].split("/")[-1] |
| 115 | + image_path = Path(settings.STORAGE_PATH) / image_filename |
| 116 | + |
| 117 | + if not image_path.exists(): |
| 118 | + raise HTTPException(status_code=500, detail="Edited image file not found") |
| 119 | + |
| 120 | + with open(image_path, "rb") as f: |
| 121 | + image_data = base64.b64encode(f.read()).decode("utf-8") |
| 122 | + |
| 123 | + ext = image_path.suffix.lower() |
| 124 | + mime_types = {".png": "image/png", ".jpg": "image/jpeg", ".jpeg": "image/jpeg", ".webp": "image/webp"} |
| 125 | + mime_type = mime_types.get(ext, "image/png") |
| 126 | + |
| 127 | + return ImageResponse( |
| 128 | + image_base64=image_data, |
| 129 | + mime_type=mime_type, |
| 130 | + prompt=prompt, |
| 131 | + model=model, |
| 132 | + provider=provider, |
| 133 | + metadata={"n": len(urls), "edit": True}, |
| 134 | + ) |
| 135 | + |
| 136 | + if response_format == "markdown": |
| 137 | + markdown = f"" |
| 138 | + return ImageResponse( |
| 139 | + markdown=markdown, |
| 140 | + image_url=urls[0], |
| 141 | + prompt=prompt, |
| 142 | + model=model, |
| 143 | + provider=provider, |
| 144 | + metadata={"n": len(urls), "edit": True}, |
| 145 | + ) |
| 146 | + |
| 147 | + return ImageResponse( |
| 148 | + image_url=urls[0], |
| 149 | + prompt=prompt, |
| 150 | + model=model, |
| 151 | + provider=provider, |
| 152 | + metadata={ |
| 153 | + "all_urls": urls if len(urls) > 1 else None, |
| 154 | + "n": len(urls), |
| 155 | + "edit": True, |
| 156 | + }, |
| 157 | + ) |
| 158 | + |
| 159 | + |
| 160 | +def _get_service(provider: str): |
| 161 | + """Get service instance based on provider.""" |
| 162 | + if provider == "litellm": |
| 163 | + if not settings.litellm_available: |
| 164 | + raise ValueError("LiteLLM not configured. Set LITELLM_BASE_URL") |
| 165 | + return get_litellm_service() |
| 166 | + elif provider == "openai": |
| 167 | + if not settings.openai_available: |
| 168 | + raise ValueError("OpenAI not configured. Set OPENAI_API_KEY") |
| 169 | + return get_openai_service() |
| 170 | + elif provider == "gemini": |
| 171 | + if not settings.gemini_available: |
| 172 | + raise ValueError("Gemini not configured. Set GEMINI_API_KEY") |
| 173 | + return get_gemini_service() |
| 174 | + else: |
| 175 | + raise ValueError(f"Unknown provider: {provider}") |
| 176 | + |
| 177 | + |
| 178 | +def _get_default_edit_model(provider: str) -> str: |
| 179 | + """Get default model for editing based on provider.""" |
| 180 | + # Check if DEFAULT_MODEL supports editing |
| 181 | + if settings.DEFAULT_MODEL: |
| 182 | + model_info = model_registry.get_model(settings.DEFAULT_MODEL) |
| 183 | + if model_info and model_info.capabilities.supports_editing: |
| 184 | + return settings.DEFAULT_MODEL |
| 185 | + |
| 186 | + # Find first model that supports editing for this provider |
| 187 | + models = model_registry.get_models() |
| 188 | + for m in models: |
| 189 | + if m.capabilities.supports_editing and (provider == "litellm" or m.provider == provider): |
| 190 | + return m.id |
| 191 | + |
| 192 | + # Fallback defaults |
| 193 | + if provider == "gemini": |
| 194 | + return "gemini-2.0-flash-preview-image-generation" |
| 195 | + else: |
| 196 | + return "gpt-image-1" |
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