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from fastapi import FastAPI, File, UploadFile, Request, HTTPException, Form, Depends, status
from fastapi.responses import HTMLResponse, FileResponse, RedirectResponse
from fastapi.staticfiles import StaticFiles
from fastapi.templating import Jinja2Templates
from fastapi.security import HTTPBasic, HTTPBasicCredentials
import shutil
import os
import uuid
import base64
from pathlib import Path
import uvicorn
from typing import List, Optional
import secrets
from starlette.middleware.sessions import SessionMiddleware
from fastapi.security import OAuth2PasswordRequestForm
from fastapi.responses import JSONResponse
import json
import io
from huggingface_hub import HfApi, HfFolder, create_repo
from huggingface_hub.utils import RepositoryNotFoundError
from huggingface_hub.hf_api import RepoFile
import tempfile
import time

# Create FastAPI app
app = FastAPI(title="Image Uploader")

# Add session middleware
app.add_middleware(
    SessionMiddleware, 
    secret_key="YOUR_SECRET_KEY_CHANGE_THIS_IN_PRODUCTION"
)

# Create uploads directory if it doesn't exist
UPLOAD_DIR = Path("static/uploads")
UPLOAD_DIR.mkdir(parents=True, exist_ok=True)

# Create metadata directory for storing hashtags
METADATA_DIR = Path("static/metadata")
METADATA_DIR.mkdir(parents=True, exist_ok=True)
METADATA_FILE = METADATA_DIR / "image_metadata.json"

# Alternative metadata location with guaranteed write permissions
HOME_DIR = Path(os.environ.get("HOME", "/tmp"))
ALT_METADATA_DIR = HOME_DIR / ".image_uploader"
ALT_METADATA_DIR.mkdir(parents=True, exist_ok=True)
ALT_METADATA_FILE = ALT_METADATA_DIR / "image_metadata.json"

# Initialize metadata file if it doesn't exist
if not METADATA_FILE.exists() and not ALT_METADATA_FILE.exists():
    try:
        with open(METADATA_FILE, "w") as f:
            json.dump({}, f)
        print(f"Initialized metadata file at {METADATA_FILE}")
    except PermissionError:
        with open(ALT_METADATA_FILE, "w") as f:
            json.dump({}, f)
        print(f"Initialized metadata file at alternative location: {ALT_METADATA_FILE}")

# Mount static directory
app.mount("/static", StaticFiles(directory="static"), name="static")

# Set up Jinja2 templates
templates = Jinja2Templates(directory="templates")

# Set up security
security = HTTPBasic()

# Hardcoded credentials (in a real app, use proper hashed passwords in a database)
USERNAME = "detomo"
PASSWORD = "itweek2025"

# Hugging Face Dataset configuration
HF_USERNAME = os.environ.get("HF_USERNAME", "")  # Set this in Hugging Face Space settings
HF_TOKEN = os.environ.get("HF_TOKEN", "")  # Set this in Hugging Face Space settings
DATASET_REPO = os.environ.get("HF_DATASET_REPO", "image-uploader-data")
IMAGES_PATH = "images"
METADATA_PATH = "metadata"
SPACE_NAME = os.environ.get(
    "HF_SPACE_NAME", ""
)  # Add this environment variable for the Space name

# Set HF cache directory to a writable location
# This is necessary for Hugging Face Spaces which has permission issues with the default cache location
os.environ["HF_HOME"] = os.path.join(tempfile.gettempdir(), "huggingface")
os.environ["HUGGINGFACE_HUB_CACHE"] = os.path.join(tempfile.gettempdir(), "huggingface", "hub")
os.makedirs(os.environ["HF_HOME"], exist_ok=True)
os.makedirs(os.environ["HUGGINGFACE_HUB_CACHE"], exist_ok=True)

# Initialize HfApi
hf_api = HfApi(token=HF_TOKEN)

# Create or ensure repository exists
def ensure_repo_exists():
    try:
        # Check if repo exists
        hf_api.repo_info(repo_id=f"{HF_USERNAME}/{DATASET_REPO}", repo_type="dataset")
        print(f"Repository {HF_USERNAME}/{DATASET_REPO} exists")
    except RepositoryNotFoundError:
        # Create repo if it doesn't exist
        try:
            print(f"Creating repository {HF_USERNAME}/{DATASET_REPO}")
            create_repo(f"{HF_USERNAME}/{DATASET_REPO}", repo_type="dataset", token=HF_TOKEN)
            # Initialize metadata
            metadata = json.dumps({})
            hf_api.upload_file(
                path_or_fileobj=io.BytesIO(metadata.encode()),
                path_in_repo=f"{METADATA_PATH}/image_metadata.json",
                repo_id=f"{HF_USERNAME}/{DATASET_REPO}",
                repo_type="dataset",
                token=HF_TOKEN
            )
            print(f"Repository created and initialized")
        except Exception as e:
            print(f"Error creating repository: {e}")
    except Exception as e:
        print(f"Error checking repository: {e}")

# Initialize repository if in production
if os.environ.get("ENV", "development") == "production":
    print("Running in production mode, checking Hugging Face repository...")
    if HF_USERNAME and HF_TOKEN:
        print(f"Using Hugging Face credentials for user: {HF_USERNAME}")
        try:
            ensure_repo_exists()
        except Exception as e:
            print(f"Error ensuring repository exists: {e}")
    else:
        print("Warning: HF_USERNAME or HF_TOKEN not set. Running without Hugging Face integration.")

def get_file_extension(filename: str) -> str:
    """Get the file extension from a filename."""
    return os.path.splitext(filename)[1].lower()

def is_valid_image(extension: str) -> bool:
    """Check if the file extension is a valid image type."""
    return extension in ['.jpg', '.jpeg', '.png', '.gif', '.bmp', '.webp']

def authenticate(request: Request):
    """Check if user is authenticated."""
    is_authenticated = request.session.get("authenticated", False)
    return is_authenticated

def verify_auth(request: Request):
    """Verify authentication."""
    if not authenticate(request):
        raise HTTPException(
            status_code=status.HTTP_401_UNAUTHORIZED,
            detail="Not authenticated",
            headers={"WWW-Authenticate": "Basic"},
        )
    return True


def get_metadata_file():
    """Get the appropriate metadata file based on write permissions."""
    # Try to write to the primary location
    try:
        if not METADATA_FILE.exists():
            with open(METADATA_FILE, "w") as f:
                json.dump({}, f)
        # Test write permission
        os.access(METADATA_FILE, os.W_OK)
        return METADATA_FILE
    except (PermissionError, OSError):
        print(
            f"Warning: Cannot write to {METADATA_FILE}, using alternative location: {ALT_METADATA_FILE}"
        )
        if not ALT_METADATA_FILE.exists():
            with open(ALT_METADATA_FILE, "w") as f:
                json.dump({}, f)
        return ALT_METADATA_FILE


def get_image_metadata():
    """Get all image metadata including hashtags from local storage and sync with HF if needed."""
    metadata_file = get_metadata_file()

    if metadata_file.exists():
        try:
            with open(metadata_file, "r") as f:
                metadata = json.load(f)

            # In production, sync metadata to Hugging Face if it exists locally but not on HF
            if (
                os.environ.get("ENV", "development") == "production"
                and HF_USERNAME
                and HF_TOKEN
            ):
                try:
                    # Only upload if there are changes (we'd need to implement a proper change tracking mechanism)
                    # For now, we'll upload every time to ensure consistency
                    metadata_str = json.dumps(metadata)
                    hf_api.upload_file(
                        path_or_fileobj=io.BytesIO(metadata_str.encode()),
                        path_in_repo=f"{METADATA_PATH}/image_metadata.json",
                        repo_id=f"{HF_USERNAME}/{DATASET_REPO}",
                        repo_type="dataset",
                        token=HF_TOKEN,
                    )
                except Exception as e:
                    print(f"Error syncing metadata to Hugging Face: {e}")

            return metadata
        except Exception as e:
            print(f"Error reading metadata file: {e}")
            return {}

    # If metadata file doesn't exist locally, create it
    with open(metadata_file, "w") as f:
        json.dump({}, f)
    return {}

def save_image_metadata(metadata):
    """Save image metadata to the local JSON file and sync with HF."""
    metadata_file = get_metadata_file()

    # Always save locally first
    try:
        with open(metadata_file, "w") as f:
            json.dump(metadata, f)
        print(f"Metadata saved to {metadata_file}")
    except Exception as e:
        print(f"Error saving metadata locally: {e}")
        # In case of a file error, we'll still try to save to HF

    # In production, also save to Hugging Face
    if os.environ.get("ENV", "development") == "production" and HF_USERNAME and HF_TOKEN:
        try:
            print(f"Saving metadata to Hugging Face repository {HF_USERNAME}/{DATASET_REPO}")
            metadata_str = json.dumps(metadata)
            hf_api.upload_file(
                path_or_fileobj=io.BytesIO(metadata_str.encode()),
                path_in_repo=f"{METADATA_PATH}/image_metadata.json",
                repo_id=f"{HF_USERNAME}/{DATASET_REPO}",
                repo_type="dataset",
                token=HF_TOKEN
            )
            print(f"Metadata saved successfully to Hugging Face")
        except Exception as e:
            print(f"Error saving metadata to Hugging Face: {e}")

def add_hashtags_to_image(filename, hashtags, original_filename=None):
    """Add hashtags to an image."""
    metadata = get_image_metadata()
    
    # If file exists in metadata, update its hashtags, otherwise create new entry
    if filename in metadata:
        metadata[filename]["hashtags"] = hashtags
        if original_filename:
            metadata[filename]["original_filename"] = original_filename
    else:
        metadata_entry = {"hashtags": hashtags, "is_new": True}
        if original_filename:
            metadata_entry["original_filename"] = original_filename
        metadata[filename] = metadata_entry
    
    save_image_metadata(metadata)

def mark_image_as_viewed(filename):
    """Mark an image as viewed (not new)"""
    metadata = get_image_metadata()
    if filename in metadata:
        metadata[filename]["is_new"] = False
        save_image_metadata(metadata)

def get_hf_image_url(filename):
    """Get the URL for an image in the Hugging Face repo."""
    # Return the direct Space URL if available, otherwise use dataset URL
    if SPACE_NAME and HF_USERNAME:
        return f"https://{HF_USERNAME.lower()}-{SPACE_NAME}.hf.space/static/uploads/{filename}"
    elif HF_USERNAME:
        return f"https://huggingface.co/datasets/{HF_USERNAME}/{DATASET_REPO}/resolve/main/{IMAGES_PATH}/{filename}"
    return None

def list_hf_images():
    """List all images in the Hugging Face repo."""
    if os.environ.get("ENV", "development") == "production" and HF_USERNAME and HF_TOKEN:
        try:
            print(f"Listing files from Hugging Face repository {HF_USERNAME}/{DATASET_REPO}")
            files = hf_api.list_repo_files(
                repo_id=f"{HF_USERNAME}/{DATASET_REPO}",
                repo_type="dataset",
                token=HF_TOKEN
            )
            # Filter only image files in the images directory
            image_files = [f for f in files if f.startswith(f"{IMAGES_PATH}/")]
            image_basenames = [os.path.basename(f) for f in image_files]
            print(f"Found {len(image_basenames)} images")
            return image_basenames
        except Exception as e:
            print(f"Error listing files from Hugging Face: {e}")
            return []
    return []

@app.get("/login", response_class=HTMLResponse)
async def login_page(request: Request):
    """Render the login page."""
    # If already authenticated, redirect to home
    if authenticate(request):
        return RedirectResponse(url="/", status_code=status.HTTP_302_FOUND)
    
    return templates.TemplateResponse(
        "login.html", 
        {"request": request}
    )

@app.post("/login")
async def login(request: Request, form_data: OAuth2PasswordRequestForm = Depends()):
    """Handle login form submission."""
    if form_data.username == USERNAME and form_data.password == PASSWORD:
        request.session["authenticated"] = True
        return RedirectResponse(url="/", status_code=status.HTTP_302_FOUND)
    else:
        return templates.TemplateResponse(
            "login.html", 
            {"request": request, "error": "Invalid username or password"}
        )

@app.get("/logout")
async def logout(request: Request):
    """Handle logout."""
    request.session.pop("authenticated", None)
    return RedirectResponse(url="/login", status_code=status.HTTP_302_FOUND)

@app.get("/", response_class=HTMLResponse)
async def home(request: Request, search: Optional[str] = None, tag: Optional[str] = None):
    """Render the home page with authentication check and optional search/filter."""
    # Check if user is authenticated
    if not authenticate(request):
        return RedirectResponse(url="/login", status_code=status.HTTP_302_FOUND)

    # Get all uploaded images and their metadata
    uploaded_images = []
    metadata = get_image_metadata()

    if UPLOAD_DIR.exists():
        for file in UPLOAD_DIR.iterdir():
            if is_valid_image(get_file_extension(file.name)):
                # Get hashtags from metadata if available
                hashtags = []
                is_new = False
                original_filename = file.name

                if file.name in metadata:
                    hashtags = metadata[file.name].get("hashtags", [])
                    is_new = metadata[file.name].get("is_new", False)
                    original_filename = metadata[file.name].get("original_filename", file.name)

                # If searching/filtering, check if this image should be included
                if search and search.lower() not in original_filename.lower() and not any(search.lower() in tag.lower() for tag in hashtags):
                    continue

                if tag and tag not in hashtags:
                    continue

                # Local URL for display
                image_url = f"/static/uploads/{file.name}"

                # Full URL for embedding (use Space URL in production if available)
                if (
                    SPACE_NAME
                    and HF_USERNAME
                    and os.environ.get("ENV", "development") == "production"
                ):
                    embed_url = f"https://{HF_USERNAME.lower()}-{SPACE_NAME}.hf.space/static/uploads/{file.name}"
                else:
                    embed_url = f"{request.base_url}static/uploads/{file.name}"

                uploaded_images.append(
                    {
                        "name": file.name,
                        "url": image_url,
                        "embed_url": embed_url,
                        "hashtags": hashtags,
                        "is_new": is_new,
                        "original_filename": original_filename,
                    }
                )

    # Get all unique hashtags for the filter dropdown
    all_hashtags = set()
    for img_data in metadata.values():
        if "hashtags" in img_data:
            all_hashtags.update(img_data["hashtags"])

    return templates.TemplateResponse(
        "index.html", 
        {
            "request": request, 
            "uploaded_images": uploaded_images,
            "all_hashtags": sorted(list(all_hashtags)),
            "current_search": search,
            "current_tag": tag
        }
    )


def upload_to_hf_and_local(file_content, filename):
    """Upload a file to both Hugging Face Dataset Repository and local storage."""
    local_success = False
    hf_success = False

    # Save locally first
    try:
        file_path = UPLOAD_DIR / filename
        with file_path.open("wb") as buffer:
            buffer.write(file_content)
        local_success = True
        print(f"File {filename} saved locally")
    except Exception as e:
        print(f"Error saving file locally: {e}")

    # Then upload to Hugging Face if in production
    if (
        os.environ.get("ENV", "development") == "production"
        and HF_USERNAME
        and HF_TOKEN
    ):
        try:
            print(
                f"Uploading file {filename} to Hugging Face repository {HF_USERNAME}/{DATASET_REPO}"
            )
            hf_api.upload_file(
                path_or_fileobj=io.BytesIO(file_content),
                path_in_repo=f"{IMAGES_PATH}/{filename}",
                repo_id=f"{HF_USERNAME}/{DATASET_REPO}",
                repo_type="dataset",
                token=HF_TOKEN,
            )
            print(f"File {filename} uploaded successfully to Hugging Face")
            hf_success = True
        except Exception as e:
            print(f"Error uploading to Hugging Face: {e}")

    return local_success or hf_success


def delete_from_hf_and_local(filename):
    """Delete a file from both Hugging Face Dataset Repository and local storage."""
    local_success = False
    hf_success = False

    # Delete locally first
    file_path = UPLOAD_DIR / filename
    if file_path.exists():
        try:
            os.remove(file_path)
            local_success = True
            print(f"File {filename} deleted locally")
        except Exception as e:
            print(f"Error deleting file locally: {e}")

    # Then delete from Hugging Face if in production
    if (
        os.environ.get("ENV", "development") == "production"
        and HF_USERNAME
        and HF_TOKEN
    ):
        try:
            print(
                f"Deleting file {filename} from Hugging Face repository {HF_USERNAME}/{DATASET_REPO}"
            )
            hf_api.delete_file(
                path_in_repo=f"{IMAGES_PATH}/{filename}",
                repo_id=f"{HF_USERNAME}/{DATASET_REPO}",
                repo_type="dataset",
                token=HF_TOKEN,
            )
            print(f"File {filename} deleted successfully from Hugging Face")
            hf_success = True
        except Exception as e:
            print(f"Error deleting from Hugging Face: {e}")

    return local_success or hf_success


def generate_safe_filename(original_filename):
    """Generate a safe filename that preserves the original name but avoids collisions."""
    # Extract base name and extension
    base_name, extension = os.path.splitext(original_filename)
    # Remove invalid characters from base name
    safe_base = "".join(c for c in base_name if c.isalnum() or c in "-_. ")
    safe_base = safe_base.replace(" ", "_")
    # Add timestamp to ensure uniqueness
    timestamp = int(time.time() * 1000)
    return f"{safe_base}_{timestamp}{extension}"


@app.post("/upload/")
async def upload_image(
    request: Request, 
    files: List[UploadFile] = File(...), 
    hashtags: str = Form("")
):
    """Handle multiple image uploads with hashtags."""
    # Check if user is authenticated
    if not authenticate(request):
        return JSONResponse(
            status_code=status.HTTP_401_UNAUTHORIZED,
            content={"detail": "Not authenticated"}
        )

    # Process hashtags into a list
    hashtag_list = []
    if hashtags:
        # Split by spaces or commas and remove empty strings/whitespace
        hashtag_list = [tag.strip() for tag in hashtags.replace(',', ' ').split() if tag.strip()]

    results = []
    duplicates = []

    # First, check for duplicate filenames
    metadata = get_image_metadata()
    all_files = {}

    # Check for duplicates in local storage first (should include HF images that were downloaded during build)
    if UPLOAD_DIR.exists():
        for file in UPLOAD_DIR.iterdir():
            if is_valid_image(get_file_extension(file.name)):
                # Get original filename from metadata if available
                original_name = file.name
                if file.name in metadata and "original_filename" in metadata[file.name]:
                    original_name = metadata[file.name]["original_filename"]
                all_files[original_name.lower()] = file.name

    # Check for duplicates in current upload batch
    for file in files:
        file_lower = file.filename.lower()
        if file_lower in all_files:
            # Found a duplicate
            duplicates.append({
                "new_file": file.filename,
                "existing_file": all_files[file_lower],
                "original_name": file.filename
            })

    # If we found duplicates, return them to the frontend for confirmation
    if duplicates:
        return {
            "success": False,
            "duplicates": duplicates,
            "message": "Duplicate filenames detected",
            "action_required": "confirm_replace"
        }

    # No duplicates, proceed with upload
    for file in files:
        # Check if the file is an image
        extension = get_file_extension(file.filename)
        if not is_valid_image(extension):
            continue  # Skip non-image files

        # Preserve original filename in metadata
        original_filename = file.filename

        # Generate a safe filename that preserves the original name
        safe_filename = generate_safe_filename(original_filename)

        # Read file content for upload
        file.file.seek(0)
        file_content = await file.read()

        # Save file to both local storage and Hugging Face
        upload_success = upload_to_hf_and_local(file_content, safe_filename)

        if not upload_success:
            continue  # Skip to next file if upload failed

        # Save hashtags and original filename
        add_hashtags_to_image(safe_filename, hashtag_list, original_filename)

        # For base64 encoding
        base64_encoded = base64.b64encode(file_content).decode("utf-8")

        # Determine MIME type
        mime_type = {
            '.jpg': 'image/jpeg',
            '.jpeg': 'image/jpeg',
            '.png': 'image/png',
            '.gif': 'image/gif',
            '.bmp': 'image/bmp',
            '.webp': 'image/webp'
        }.get(extension, 'application/octet-stream')

        # Get direct image URL using Space URL if available
        image_url = f"/static/uploads/{safe_filename}"  # Local URL

        # Full URL for embedding
        if (
            SPACE_NAME
            and HF_USERNAME
            and os.environ.get("ENV", "development") == "production"
        ):
            full_url = f"https://{HF_USERNAME.lower()}-{SPACE_NAME}.hf.space/static/uploads/{safe_filename}"
        else:
            full_url = f"{request.base_url}static/uploads/{safe_filename}"

        results.append(
            {
                "success": True,
                "file_name": safe_filename,
                "original_filename": original_filename,
                "file_url": image_url,
                "full_url": full_url,
                "embed_html": f'<img src="{full_url}" alt="{original_filename}" />',
                "base64_data": f"data:{mime_type};base64,{base64_encoded[:20]}...{base64_encoded[-20:]}",
                "base64_embed": f'<img src="data:{mime_type};base64,{base64_encoded}" alt="{original_filename}" />',
                "hashtags": hashtag_list,
            }
        )

    if len(results) == 1:
        return results[0]
    else:
        return {"success": True, "uploaded_count": len(results), "files": results}

@app.post("/upload-with-replace/")
async def upload_with_replace(
    request: Request, 
    files: List[UploadFile] = File(...),
    hashtags: str = Form(""),
    replace_files: str = Form("")
):
    """Handle upload with replacement of duplicate files."""
    # Check if user is authenticated
    if not authenticate(request):
        return JSONResponse(
            status_code=status.HTTP_401_UNAUTHORIZED,
            content={"detail": "Not authenticated"}
        )

    # Process hashtags into a list
    hashtag_list = []
    if hashtags:
        # Split by spaces or commas and remove empty strings/whitespace
        hashtag_list = [tag.strip() for tag in hashtags.replace(',', ' ').split() if tag.strip()]

    # Parse the replacement files JSON
    files_to_replace = []
    if replace_files:
        try:
            files_to_replace = json.loads(replace_files)
        except json.JSONDecodeError:
            files_to_replace = []

    # Create a map of original names to replacement decisions
    replace_map = {item["original_name"].lower(): item["existing_file"] for item in files_to_replace}

    results = []

    for file in files:
        # Check if the file is an image
        extension = get_file_extension(file.filename)
        if not is_valid_image(extension):
            continue  # Skip non-image files

        # Preserve original filename in metadata
        original_filename = file.filename
        file_lower = original_filename.lower()

        # Read file content
        file.file.seek(0)
        file_content = await file.read()

        # Check if this file should replace an existing one
        if file_lower in replace_map:
            # Delete the old file from both local storage and Hugging Face
            old_filename = replace_map[file_lower]
            delete_from_hf_and_local(old_filename)

            # Remove from metadata
            metadata = get_image_metadata()
            if old_filename in metadata:
                del metadata[old_filename]
                save_image_metadata(metadata)

        # Generate a safe filename that preserves the original name
        safe_filename = generate_safe_filename(original_filename)

        # Upload to both local storage and Hugging Face
        upload_success = upload_to_hf_and_local(file_content, safe_filename)

        if not upload_success:
            continue  # Skip to next file if upload failed

        # Save hashtags and original filename
        add_hashtags_to_image(safe_filename, hashtag_list, original_filename)

        # For base64 encoding
        base64_encoded = base64.b64encode(file_content).decode("utf-8")

        # Determine MIME type
        mime_type = {
            '.jpg': 'image/jpeg',
            '.jpeg': 'image/jpeg',
            '.png': 'image/png',
            '.gif': 'image/gif',
            '.bmp': 'image/bmp',
            '.webp': 'image/webp'
        }.get(extension, 'application/octet-stream')

        # Get direct image URL using Space URL if available
        image_url = f"/static/uploads/{safe_filename}"  # Local URL

        # Full URL for embedding
        if (
            SPACE_NAME
            and HF_USERNAME
            and os.environ.get("ENV", "development") == "production"
        ):
            full_url = f"https://{HF_USERNAME.lower()}-{SPACE_NAME}.hf.space/static/uploads/{safe_filename}"
        else:
            full_url = f"{request.base_url}static/uploads/{safe_filename}"

        results.append(
            {
                "success": True,
                "file_name": safe_filename,
                "original_filename": original_filename,
                "file_url": image_url,
                "full_url": full_url,
                "embed_html": f'<img src="{full_url}" alt="{original_filename}" />',
                "base64_data": f"data:{mime_type};base64,{base64_encoded[:20]}...{base64_encoded[-20:]}",
                "base64_embed": f'<img src="data:{mime_type};base64,{base64_encoded}" alt="{original_filename}" />',
                "hashtags": hashtag_list,
            }
        )

    if len(results) == 1:
        return results[0]
    else:
        return {"success": True, "uploaded_count": len(results), "files": results}

@app.get("/view/{file_name}")
async def view_image(request: Request, file_name: str):
    """View a specific image with authentication check."""
    # Check if user is authenticated
    if not authenticate(request):
        return RedirectResponse(url="/login", status_code=status.HTTP_302_FOUND)

    # Mark image as viewed (not new)
    mark_image_as_viewed(file_name)

    # Check if file exists locally (should always be the case now)
    file_path = UPLOAD_DIR / file_name
    if not file_path.exists():
        raise HTTPException(status_code=404, detail="Image not found")

    # Local URL for rendering in template
    image_url = f"/static/uploads/{file_name}"

    # Full URL for embedding
    if (
        SPACE_NAME
        and HF_USERNAME
        and os.environ.get("ENV", "development") == "production"
    ):
        embed_url = f"https://{HF_USERNAME.lower()}-{SPACE_NAME}.hf.space/static/uploads/{file_name}"
    else:
        embed_url = f"{request.base_url}static/uploads/{file_name}"

    # Get metadata
    metadata = get_image_metadata()
    hashtags = []
    original_filename = file_name

    if file_name in metadata:
        hashtags = metadata[file_name].get("hashtags", [])
        original_filename = metadata[file_name].get("original_filename", file_name)

    return templates.TemplateResponse(
        "view.html", 
        {
            "request": request, 
            "image_url": image_url,
            "file_name": file_name,
            "original_filename": original_filename,
            "embed_url": embed_url,
            "hashtags": hashtags
        }
    )

@app.post("/update-hashtags/{file_name}")
async def update_hashtags(request: Request, file_name: str, hashtags: str = Form("")):
    """Update hashtags for an image."""
    # Check if user is authenticated
    if not authenticate(request):
        return JSONResponse(
            status_code=status.HTTP_401_UNAUTHORIZED,
            content={"detail": "Not authenticated"}
        )
    
    # Check if file exists
    if os.environ.get("ENV", "development") == "production" and HF_USERNAME:
        if file_name not in list_hf_images():
            raise HTTPException(status_code=404, detail="Image not found")
    else:
        file_path = UPLOAD_DIR / file_name
        if not file_path.exists():
            raise HTTPException(status_code=404, detail="Image not found")
    
    # Process hashtags
    hashtag_list = []
    if hashtags:
        hashtag_list = [tag.strip() for tag in hashtags.replace(',', ' ').split() if tag.strip()]
    
    # Update hashtags in metadata
    add_hashtags_to_image(file_name, hashtag_list)
    
    # Redirect back to the image view
    return RedirectResponse(url=f"/view/{file_name}", status_code=status.HTTP_303_SEE_OTHER)

@app.delete("/delete/{file_name}")
async def delete_image(request: Request, file_name: str):
    """Delete an image with authentication check."""
    # Check if user is authenticated
    if not authenticate(request):
        return JSONResponse(
            status_code=status.HTTP_401_UNAUTHORIZED,
            content={"detail": "Not authenticated"}
        )

    # Delete from both local storage and Hugging Face
    delete_success = delete_from_hf_and_local(file_name)

    if not delete_success:
        raise HTTPException(
            status_code=404, detail="Image not found or could not be deleted"
        )

    # Remove from metadata
    metadata = get_image_metadata()
    if file_name in metadata:
        del metadata[file_name]
        save_image_metadata(metadata)

    return {"success": True, "message": f"Image {file_name} has been deleted"}

# Health check endpoint for Hugging Face Spaces
@app.get("/healthz")
async def health_check():
    return {"status": "ok"}


@app.on_event("startup")
async def startup_event():
    """Run on application startup to ensure configuration is correct."""
    global SPACE_NAME

    # Try to extract Space name from HF_SPACE_ID if not explicitly set
    if not SPACE_NAME and "HF_SPACE_ID" in os.environ:
        space_id = os.environ.get("HF_SPACE_ID", "")
        if space_id and "/" in space_id:
            # HF_SPACE_ID is in format username/space-name
            SPACE_NAME = space_id.split("/")[1]
            print(f"Extracted Space name from HF_SPACE_ID: {SPACE_NAME}")

    # Log configuration
    if os.environ.get("ENV", "development") == "production":
        if HF_USERNAME and HF_TOKEN and DATASET_REPO:
            print(f"Running in production mode with Hugging Face integration:")
            print(f"  - Username: {HF_USERNAME}")
            print(f"  - Dataset: {DATASET_REPO}")
            if SPACE_NAME:
                print(f"  - Space: {SPACE_NAME}")
                print(
                    f"  - Space URL: https://{HF_USERNAME.lower()}-{SPACE_NAME}.hf.space"
                )
            else:
                print("  - Space name not set. Direct URLs will use dataset links.")
        else:
            print(
                "Warning: Running in production mode but Hugging Face credentials not fully configured."
            )
    else:
        print("Running in development mode. Local storage will be used.")


if __name__ == "__main__":
    # For local development
    uvicorn.run("app:app", host="127.0.0.1", port=8000, reload=True)
    
    # For production/Hugging Face (uncomment when deploying)
    # uvicorn.run("app:app", host="0.0.0.0", port=7860)