duplicate-finder/app/main.py

"""
FastAPI application — all API routes for the duplicate finder.
"""

import csv
import io
import os
import sqlite3
import subprocess
import threading
from pathlib import Path
from typing import Optional

from fastapi import FastAPI, HTTPException, Query, Request
from fastapi.responses import (
    FileResponse, JSONResponse, Response, StreamingResponse
)
from fastapi.staticfiles import StaticFiles
from fastapi.templating import Jinja2Templates
from pydantic import BaseModel

import scanner as sc

app = FastAPI(title="Duplicate Finder")

# Resolve paths relative to this file so it works both in Docker and locally
_BASE = Path(__file__).parent
_TEMPLATES_DIR = (
    str(_BASE / "templates") if (_BASE / "templates").exists()
    else str(_BASE.parent / "templates") if (_BASE.parent / "templates").exists()
    else "/app/templates"
)
_STATIC_DIR = str(_BASE / "static")
_STATIC_DIR = _STATIC_DIR if Path(_STATIC_DIR).exists() else "/app/static"
# Ensure static dir exists
Path(_STATIC_DIR).mkdir(parents=True, exist_ok=True)

templates = Jinja2Templates(directory=_TEMPLATES_DIR)

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

METHOD_META = {
    "sha256":   {"color": "#378ADD", "label": "Exact copy"},
    "phash":    {"color": "#9b7de8", "label": "Visual match"},
    "exif":     {"color": "#e2a43a", "label": "Same moment"},
    "filesize": {"color": "#888780", "label": "Possible match"},
}

# ── Startup ───────────────────────────────────────────────────────────────────

@app.on_event("startup")
def startup():
    sc.init_db()


# ── Frontend ──────────────────────────────────────────────────────────────────

@app.get("/")
def index(request: Request):
    return templates.TemplateResponse("index.html", {"request": request})


# ── DB helper ─────────────────────────────────────────────────────────────────

def get_db() -> sqlite3.Connection:
    return sc.get_db()


# ── Scan management ───────────────────────────────────────────────────────────

class ScanStartBody(BaseModel):
    folder_path: str
    mode: str = "incremental"


@app.post("/api/scan/start")
def scan_start(body: ScanStartBody):
    if sc.scan_state["status"] == "running":
        raise HTTPException(400, "A scan is already running")

    mode = body.mode
    if mode not in ("incremental", "full_reset", "new_files", "regroup"):
        raise HTTPException(400, f"Unknown scan mode: {mode}")

    if mode == "full_reset":
        con = get_db()
        cur = con.cursor()
        cur.execute("DELETE FROM duplicate_members")
        cur.execute("DELETE FROM duplicate_groups")
        cur.execute("DELETE FROM files")
        cur.execute("DELETE FROM scans")
        con.commit()
        con.close()

    con = get_db()
    cur = con.cursor()
    cur.execute(
        "INSERT INTO scans (folder_path, status) VALUES (?, 'running')",
        (body.folder_path,),
    )
    scan_id = cur.lastrowid
    con.commit()
    con.close()

    sc.scan_state.update(
        scan_id=scan_id,
        status="running",
        phase="takeout",
        progress=0,
        total=0,
        message="Starting...",
        pause_requested=False,
        files_indexed=0,
        phashes_done=0,
        folder_path=body.folder_path,
        stats={},
    )

    thread = threading.Thread(
        target=sc.run_scan,
        args=(body.folder_path, scan_id, mode),
        daemon=True,
    )
    thread.start()

    return {"scan_id": scan_id}


@app.get("/api/scan/status")
def scan_status():
    state = sc.scan_state
    con = get_db()
    cur = con.cursor()

    # Build group counts per method
    stats = {}
    for method in ("sha256", "phash", "exif", "filesize"):
        cur.execute("SELECT COUNT(*) FROM duplicate_groups WHERE method=?", (method,))
        stats[f"{method}_groups"] = cur.fetchone()[0]

    cur.execute("SELECT COUNT(*) FROM duplicate_groups")
    stats["total_groups"] = cur.fetchone()[0]
    cur.execute("SELECT COUNT(*) FROM duplicate_groups WHERE reviewed=1")
    stats["reviewed"] = cur.fetchone()[0]
    cur.execute("SELECT COUNT(*) FROM duplicate_groups WHERE reviewed=0")
    stats["pending"] = cur.fetchone()[0]
    cur.execute("SELECT COUNT(*) FROM files WHERE status != 'error'")
    stats["total_files"] = cur.fetchone()[0]
    con.close()

    return {
        "scan_id":      state["scan_id"],
        "status":       state["status"],
        "phase":        state["phase"],
        "progress":     state["progress"],
        "total":        state["total"],
        "message":      state["message"],
        "folder_path":  state.get("folder_path"),
        "files_indexed": state.get("files_indexed", 0),
        "phashes_done": state.get("phashes_done", 0),
        "stats":        stats,
    }


@app.post("/api/scan/pause")
def scan_pause():
    if sc.scan_state["status"] != "running":
        raise HTTPException(400, "No scan is currently running")
    sc.scan_state["pause_requested"] = True
    return {"success": True}


# Keep /cancel as an alias so any lingering clients still work
@app.post("/api/scan/cancel")
def scan_cancel():
    return scan_pause()


@app.post("/api/scan/resume")
def scan_resume():
    if sc.scan_state["status"] != "paused":
        raise HTTPException(400, "No paused scan to resume")

    folder_path = sc.scan_state.get("folder_path")
    if not folder_path:
        raise HTTPException(400, "No folder path saved — please start a new scan")

    con = get_db()
    cur = con.cursor()
    cur.execute(
        "INSERT INTO scans (folder_path, status) VALUES (?, 'running')",
        (folder_path,),
    )
    scan_id = cur.lastrowid
    con.commit()
    con.close()

    sc.scan_state.update(
        scan_id=scan_id,
        status="running",
        phase="takeout",
        progress=0,
        total=0,
        message="Resuming scan...",
        pause_requested=False,
        files_indexed=0,
        phashes_done=0,
        folder_path=folder_path,
        stats={},
    )

    thread = threading.Thread(
        target=sc.run_scan,
        args=(folder_path, scan_id, "incremental"),
        daemon=True,
    )
    thread.start()

    return {"scan_id": scan_id}


@app.delete("/api/scan/reset")
def scan_reset(confirm: str = Query("")):
    if confirm != "RESET":
        raise HTTPException(400, "Pass ?confirm=RESET to confirm")
    if sc.scan_state["status"] == "running":
        raise HTTPException(
            400, "A scan is currently running — pause it before resetting"
        )
    con = get_db()
    cur = con.cursor()
    cur.execute("DELETE FROM duplicate_members")
    cur.execute("DELETE FROM duplicate_groups")
    cur.execute("DELETE FROM files")
    cur.execute("DELETE FROM scans")
    con.commit()
    con.close()
    sc.scan_state.update(
        scan_id=None, status="idle", phase="idle",
        progress=0, total=0, message="",
        pause_requested=False, files_indexed=0,
        phashes_done=0, folder_path=None, stats={},
    )
    return {"success": True}


# ── Duplicate groups ──────────────────────────────────────────────────────────

@app.get("/api/groups")
def list_groups(
    method: str = "all",
    reviewed: str = "false",
    sort: str = "count",
    offset: int = 0,
    limit: int = 50,
):
    con = get_db()
    cur = con.cursor()

    where = []
    params: list = []

    if method != "all":
        where.append("dg.method = ?")
        params.append(method)

    if reviewed == "false":
        where.append("dg.reviewed = 0")
    elif reviewed == "true":
        where.append("dg.reviewed = 1")

    where_clause = ("WHERE " + " AND ".join(where)) if where else ""

    order = {
        "count": "member_count DESC",
        "method": "dg.method, member_count DESC",
        "date": "dg.created_at DESC",
    }.get(sort, "member_count DESC")

    cur.execute(f"""
        SELECT COUNT(*) FROM duplicate_groups dg {where_clause}
    """, params)
    total = cur.fetchone()[0]

    cur.execute(f"""
        SELECT dg.id, dg.method, dg.reviewed,
               COUNT(dm.id) as member_count,
               (SELECT dm2.file_id FROM duplicate_members dm2
                WHERE dm2.group_id = dg.id AND dm2.suggested = 1
                LIMIT 1) as suggested_file_id
        FROM duplicate_groups dg
        LEFT JOIN duplicate_members dm ON dm.group_id = dg.id
        {where_clause}
        GROUP BY dg.id
        ORDER BY {order}
        LIMIT ? OFFSET ?
    """, params + [limit, offset])

    groups = []
    for row in cur.fetchall():
        meta = METHOD_META.get(row["method"], {"color": "#888", "label": row["method"]})
        suggested = None
        if row["suggested_file_id"]:
            cur.execute(
                "SELECT id, filename, width, height FROM files WHERE id=?",
                (row["suggested_file_id"],),
            )
            f = cur.fetchone()
            if f:
                suggested = {
                    "file_id": f["id"],
                    "filename": f["filename"],
                    "width": f["width"],
                    "height": f["height"],
                    "thumb_url": f"/api/thumb/{f['id']}",
                }
        groups.append({
            "id": row["id"],
            "method": row["method"],
            "method_color": meta["color"],
            "method_label": meta["label"],
            "member_count": row["member_count"],
            "reviewed": bool(row["reviewed"]),
            "suggested_keeper": suggested,
        })

    con.close()
    return {"total": total, "groups": groups}


@app.get("/api/groups/{group_id}")
def get_group(group_id: int):
    con = get_db()
    cur = con.cursor()

    cur.execute("SELECT * FROM duplicate_groups WHERE id=?", (group_id,))
    grp = cur.fetchone()
    if not grp:
        raise HTTPException(404, "Group not found")

    meta = METHOD_META.get(grp["method"], {"color": "#888", "label": grp["method"]})

    cur.execute("""
        SELECT f.id, f.filename, f.path, f.file_size, f.width, f.height,
               f.mime_type, f.exif_datetime, f.exif_device,
               f.is_takeout, f.is_edited,
               dm.is_keeper, dm.suggested
        FROM duplicate_members dm
        JOIN files f ON f.id = dm.file_id
        WHERE dm.group_id = ?
        ORDER BY dm.suggested DESC, f.width * f.height DESC
    """, (group_id,))

    members = []
    for r in cur.fetchall():
        members.append({
            "file_id": r["id"],
            "filename": r["filename"],
            "path": r["path"],
            "file_size": r["file_size"],
            "width": r["width"],
            "height": r["height"],
            "mime_type": r["mime_type"],
            "exif_datetime": r["exif_datetime"],
            "exif_device": r["exif_device"],
            "is_takeout": bool(r["is_takeout"]),
            "is_edited": bool(r["is_edited"]) if r["is_edited"] is not None else False,
            "is_suggested": bool(r["suggested"]),
            "is_keeper": bool(r["is_keeper"]),
            "thumb_url": f"/api/thumb/{r['id']}",
        })

    con.close()
    return {
        "id": grp["id"],
        "method": grp["method"],
        "method_color": meta["color"],
        "method_label": meta["label"],
        "method_value": grp["method_value"],
        "reviewed": bool(grp["reviewed"]),
        "members": members,
    }


# ── Decisions ─────────────────────────────────────────────────────────────────

class DecideBody(BaseModel):
    keeper_file_id: int


@app.post("/api/groups/{group_id}/decide")
def decide(group_id: int, body: DecideBody):
    con = get_db()
    cur = con.cursor()

    cur.execute("SELECT id FROM duplicate_groups WHERE id=?", (group_id,))
    if not cur.fetchone():
        raise HTTPException(404, "Group not found")

    cur.execute("SELECT file_id FROM duplicate_members WHERE group_id=?", (group_id,))
    all_members = [r["file_id"] for r in cur.fetchall()]

    if body.keeper_file_id not in all_members:
        raise HTTPException(400, "keeper_file_id is not a member of this group")

    for fid in all_members:
        is_k = 1 if fid == body.keeper_file_id else 0
        cur.execute(
            "UPDATE duplicate_members SET is_keeper=? WHERE group_id=? AND file_id=?",
            (is_k, group_id, fid),
        )
        status = "keeper" if is_k else "redundant"
        cur.execute("UPDATE files SET status=? WHERE id=?", (status, fid))
        sc.log_decision(cur, fid, group_id, status, "manual")

    cur.execute("UPDATE duplicate_groups SET reviewed=1 WHERE id=?", (group_id,))
    con.commit()
    con.close()
    return {"success": True}


@app.post("/api/groups/{group_id}/skip")
def skip_group(group_id: int):
    con = get_db()
    cur = con.cursor()
    cur.execute("SELECT id FROM duplicate_groups WHERE id=?", (group_id,))
    if not cur.fetchone():
        raise HTTPException(404, "Group not found")
    cur.execute("SELECT file_id FROM duplicate_members WHERE group_id=?", (group_id,))
    for r in cur.fetchall():
        sc.log_decision(cur, r["file_id"], group_id, "skip", "manual")
    cur.execute("UPDATE duplicate_groups SET reviewed=1 WHERE id=?", (group_id,))
    con.commit()
    con.close()
    return {"success": True}


@app.post("/api/groups/{group_id}/keep-all")
def keep_all(group_id: int):
    con = get_db()
    cur = con.cursor()
    cur.execute("SELECT id FROM duplicate_groups WHERE id=?", (group_id,))
    if not cur.fetchone():
        raise HTTPException(404, "Group not found")
    cur.execute("SELECT file_id FROM duplicate_members WHERE group_id=?", (group_id,))
    for r in cur.fetchall():
        cur.execute(
            "UPDATE duplicate_members SET is_keeper=1 WHERE group_id=? AND file_id=?",
            (group_id, r["file_id"]),
        )
        cur.execute("UPDATE files SET status='keeper' WHERE id=?", (r["file_id"],))
        sc.log_decision(cur, r["file_id"], group_id, "keeper", "keep-all")
    cur.execute("UPDATE duplicate_groups SET reviewed=1 WHERE id=?", (group_id,))
    con.commit()
    con.close()
    return {"success": True}


@app.post("/api/groups/{group_id}/unreview")
def unreview_group(group_id: int):
    con = get_db()
    cur = con.cursor()
    cur.execute("SELECT id FROM duplicate_groups WHERE id=?", (group_id,))
    if not cur.fetchone():
        raise HTTPException(404, "Group not found")
    cur.execute("SELECT file_id FROM duplicate_members WHERE group_id=?", (group_id,))
    for r in cur.fetchall():
        cur.execute(
            "UPDATE duplicate_members SET is_keeper=0 WHERE group_id=? AND file_id=?",
            (group_id, r["file_id"]),
        )
        cur.execute("UPDATE files SET status='pending' WHERE id=?", (r["file_id"],))
        sc.log_decision(cur, r["file_id"], group_id, "unreview", "manual")
    cur.execute("UPDATE duplicate_groups SET reviewed=0 WHERE id=?", (group_id,))
    con.commit()
    con.close()
    return {"success": True}


@app.post("/api/groups/auto-resolve-exact")
def auto_resolve_exact():
    con = get_db()
    cur = con.cursor()
    cur.execute("""
        SELECT id FROM duplicate_groups
        WHERE method='sha256' AND reviewed=0
    """)
    groups = [r["id"] for r in cur.fetchall()]
    resolved = 0

    for gid in groups:
        cur.execute("""
            SELECT f.id, f.path, f.width, f.height, f.file_size,
                   f.exif_datetime, f.file_mtime
            FROM duplicate_members dm
            JOIN files f ON f.id = dm.file_id
            WHERE dm.group_id = ?
        """, (gid,))
        members = [dict(r) for r in cur.fetchall()]
        if not members:
            continue

        keeper_id = sc._suggested_keeper_by_resolution(members)
        for m in members:
            is_k = 1 if m["id"] == keeper_id else 0
            cur.execute(
                "UPDATE duplicate_members SET is_keeper=? WHERE group_id=? AND file_id=?",
                (is_k, gid, m["id"]),
            )
            cur.execute(
                "UPDATE files SET status=? WHERE id=?",
                ("keeper" if is_k else "redundant", m["id"]),
            )
            sc.log_decision(
                cur, m["id"], gid,
                "keeper" if is_k else "redundant",
                "auto-resolve-exact",
            )
        cur.execute("UPDATE duplicate_groups SET reviewed=1 WHERE id=?", (gid,))
        resolved += 1

    con.commit()
    con.close()
    return {"resolved": resolved}


# ── Files + thumbnails ────────────────────────────────────────────────────────

VIDEO_PLACEHOLDER_SVG = """<svg xmlns="http://www.w3.org/2000/svg" width="200" height="200"
  viewBox="0 0 200 200">
  <rect width="200" height="200" fill="#1e1e2e"/>
  <polygon points="75,55 75,145 145,100" fill="#9b7de8"/>
</svg>"""

VIDEO_EXT = {".mp4", ".mov", ".avi", ".mkv", ".m4v", ".3gp", ".wmv", ".mts", ".m2ts"}


THUMB_CACHE_DIR = "/data/thumbs"
THUMB_MAX = 256  # square bounding box; preserves aspect


def _thumb_cache_path(file_id: int) -> str:
    """Sharded cache path so no directory holds more than ~1000 files."""
    shard = file_id // 1000
    d = os.path.join(THUMB_CACHE_DIR, str(shard))
    os.makedirs(d, exist_ok=True)
    return os.path.join(d, f"{file_id}.jpg")


def _generate_thumb(src_path: str, dest_path: str, ext: str) -> bool:
    """Generate a 256px JPEG thumbnail at dest_path. Returns True on success."""
    try:
        if ext in VIDEO_EXT:
            # ffmpeg first frame, scaled to fit
            result = subprocess.run(
                [
                    "ffmpeg", "-y", "-i", src_path,
                    "-vframes", "1",
                    "-vf", f"scale='min({THUMB_MAX},iw)':'-1'",
                    "-q:v", "5",
                    dest_path,
                ],
                capture_output=True, timeout=20,
            )
            return result.returncode == 0 and os.path.getsize(dest_path) > 0
        # Image branch — Pillow handles JPEG/PNG/GIF/WebP/TIFF/BMP natively;
        # pillow-heif registers HEIC/HEIF as a Pillow-readable format.
        from PIL import Image, ImageOps
        try:
            import pillow_heif  # noqa: F401  (registers HEIF opener)
            pillow_heif.register_heif_opener()
        except Exception:
            pass
        with Image.open(src_path) as im:
            im = ImageOps.exif_transpose(im)  # respect EXIF rotation
            im.thumbnail((THUMB_MAX, THUMB_MAX))
            if im.mode not in ("RGB", "L"):
                im = im.convert("RGB")
            im.save(dest_path, "JPEG", quality=80, optimize=True)
        return True
    except Exception:
        # Cleanup partial write
        try:
            if os.path.exists(dest_path):
                os.unlink(dest_path)
        except Exception:
            pass
        return False


@app.get("/api/thumb/{file_id}")
def get_thumb(file_id: int):
    con = get_db()
    cur = con.cursor()
    cur.execute("SELECT path, mime_type, extension FROM files WHERE id=?", (file_id,))
    row = cur.fetchone()
    con.close()

    if not row:
        raise HTTPException(404, "File not found")

    ext = (row["extension"] or "").lower()
    cached = _thumb_cache_path(file_id)

    # Cache hit — serve the local JPEG, never touches the NAS
    if os.path.isfile(cached) and os.path.getsize(cached) > 0:
        return FileResponse(cached, media_type="image/jpeg")

    src = row["path"]
    if not os.path.isfile(src):
        raise HTTPException(404, "File not on disk")

    if _generate_thumb(src, cached, ext):
        return FileResponse(cached, media_type="image/jpeg")

    # Final fallback: video placeholder for videos, original file for photos
    if ext in VIDEO_EXT:
        return Response(content=VIDEO_PLACEHOLDER_SVG, media_type="image/svg+xml")
    mime = row["mime_type"] or "application/octet-stream"
    return FileResponse(src, media_type=mime)


@app.delete("/api/thumb/cache")
def clear_thumb_cache():
    """Wipe the thumbnail cache. Safe to call any time — they regenerate on demand."""
    import shutil
    if os.path.isdir(THUMB_CACHE_DIR):
        shutil.rmtree(THUMB_CACHE_DIR, ignore_errors=True)
    return {"cleared": True}


@app.get("/api/files/{file_id}")
def get_file_meta(file_id: int):
    con = get_db()
    cur = con.cursor()
    cur.execute("SELECT * FROM files WHERE id=?", (file_id,))
    row = cur.fetchone()
    con.close()
    if not row:
        raise HTTPException(404, "File not found")
    return dict(row)


# ── Stats ─────────────────────────────────────────────────────────────────────

@app.get("/api/browse")
def browse(path: str = Query("/")):
    """List subdirectories at the given path for the folder picker."""
    try:
        p = Path(path).resolve()
    except Exception:
        raise HTTPException(400, "Invalid path")
    if not p.exists() or not p.is_dir():
        raise HTTPException(404, "Path not found")

    dirs = []
    try:
        for entry in sorted(p.iterdir()):
            if entry.is_dir() and not entry.name.startswith("."):
                dirs.append(entry.name)
    except PermissionError:
        pass

    parent = str(p.parent) if p != p.parent else None
    return {
        "current": str(p),
        "parent": parent,
        "dirs": dirs,
    }


@app.get("/api/stats")
def get_stats():
    con = get_db()
    cur = con.cursor()

    cur.execute("SELECT COUNT(*), SUM(file_size) FROM files WHERE status != 'error'")
    r = cur.fetchone()
    total_files = r[0] or 0
    total_size = r[1] or 0

    cur.execute("""
        SELECT COUNT(*), SUM(f.file_size)
        FROM files f
        JOIN duplicate_members dm ON dm.file_id = f.id
        WHERE dm.is_keeper = 0
    """)
    r = cur.fetchone()
    dup_files = r[0] or 0
    dup_size = r[1] or 0

    by_method = {}
    for method in ("sha256", "phash", "exif", "filesize"):
        cur.execute("SELECT COUNT(*) FROM duplicate_groups WHERE method=?", (method,))
        groups = cur.fetchone()[0]
        cur.execute("""
            SELECT COUNT(*) FROM duplicate_members dm
            JOIN duplicate_groups dg ON dg.id = dm.group_id
            WHERE dg.method = ?
        """, (method,))
        files = cur.fetchone()[0]
        by_method[method] = {"groups": groups, "files": files}

    cur.execute("SELECT COUNT(*) FROM duplicate_groups WHERE reviewed=1")
    reviewed = cur.fetchone()[0]
    cur.execute("SELECT COUNT(*) FROM duplicate_groups WHERE reviewed=0")
    pending = cur.fetchone()[0]

    cur.execute("SELECT COUNT(*) FROM files WHERE is_takeout=1")
    takeout_files = cur.fetchone()[0]

    con.close()
    return {
        "total_files": total_files,
        "total_size_bytes": total_size,
        "duplicate_files": dup_files,
        "duplicate_size_bytes": dup_size,
        "groups_by_method": by_method,
        "reviewed": reviewed,
        "pending": pending,
        "takeout_files": takeout_files,
    }


# ── Export ────────────────────────────────────────────────────────────────────

@app.get("/api/export/csv")
def export_csv():
    con = get_db()
    cur = con.cursor()
    cur.execute("""
        SELECT dg.id as group_id, dg.method, f.id as file_id,
               f.path, f.filename, f.file_size,
               f.width, f.height, f.exif_datetime, f.exif_device,
               dm.is_keeper,
               CASE WHEN dm.is_keeper=0 AND dg.reviewed=1 THEN 1 ELSE 0 END as is_redundant,
               dg.reviewed
        FROM duplicate_groups dg
        JOIN duplicate_members dm ON dm.group_id = dg.id
        JOIN files f ON f.id = dm.file_id
        ORDER BY dg.id, dm.is_keeper DESC
    """)
    rows = cur.fetchall()
    con.close()

    output = io.StringIO()
    # QUOTE_ALL + explicit lineterminator handles paths/filenames containing
    # embedded \r, \n, quotes, or NULs — which the default dialect refuses.
    writer = csv.writer(output, quoting=csv.QUOTE_ALL, lineterminator="\n")
    writer.writerow([
        "group_id", "method", "file_id", "path", "filename",
        "size", "width", "height", "exif_date", "device",
        "is_keeper", "is_redundant", "reviewed",
    ])

    def _clean(v):
        # Strip NULs (csv writer rejects them) and normalise embedded line breaks
        if isinstance(v, str):
            return v.replace("\x00", "").replace("\r\n", " ").replace("\r", " ").replace("\n", " ")
        return v

    for r in rows:
        # path column = directory only; filename has the basename already
        full = r["path"] or ""
        dir_only = full.rsplit("/", 1)[0] if "/" in full else ""
        writer.writerow([
            r["group_id"], r["method"], r["file_id"],
            _clean(dir_only), _clean(r["filename"]), r["file_size"],
            r["width"], r["height"], _clean(r["exif_datetime"]),
            _clean(r["exif_device"]),
            r["is_keeper"], r["is_redundant"], r["reviewed"],
        ])

    output.seek(0)
    return StreamingResponse(
        iter([output.getvalue()]),
        media_type="text/csv",
        headers={"Content-Disposition": "attachment; filename=dup-finder-export.csv"},
    )