233 lines
12 KiB
Python
233 lines
12 KiB
Python
import asyncio
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import hashlib
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import json
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import math
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import sqlite3
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import time
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from collections import defaultdict
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from contextlib import closing
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from datetime import datetime, timedelta, timezone
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from .. import db
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from ..clients.jellyfin import JellyfinClient
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from ..clients.jellystat import JellystatClient, JellystatError
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from ..runtime import get_runtime_settings
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from .jellyfin_identity import link_user, linked_user_id
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from .insights_artwork import item_id as artwork_item_id, with_artwork
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_cache: dict[tuple, tuple[float, dict]] = {}
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CACHE_SECONDS = 60
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HARDWARE = {"amf": "AMD AMF", "qsv": "Intel Quick Sync", "nvenc": "NVIDIA NVENC",
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"v4l2m2m": "V4L2", "vaapi": "VAAPI", "videotoolbox": "Apple VideoToolbox", "rkmpp": "Rockchip MPP"}
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HARDWARE_ENUM = {0: "none", 1: "amf", 2: "qsv", 3: "nvenc", 4: "v4l2m2m", 5: "vaapi", 6: "videotoolbox", 7: "rkmpp"}
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def add_transcoding(row, duration, media_type, totals, hardware, audio_codecs):
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# Jellystat can retain stale transcoding metadata after a switch to DirectPlay.
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method = row.get("PlayMethod")
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if method not in {"Transcode", "DirectStream"}:
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return
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info = row.get("TranscodingInfo")
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if isinstance(info, str):
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try:
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info = json.loads(info)
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except ValueError:
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info = None
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info = info if isinstance(info, dict) else {}
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video_present = media_type in {"movie", "episode"} or bool(info.get("VideoCodec"))
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if method == "Transcode" and video_present:
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if info.get("IsVideoDirect") is False:
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totals["video_minutes"] += duration
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value = info.get("HardwareAccelerationType")
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value = HARDWARE_ENUM.get(value) if type(value) is int else str(value or "").strip().lower()
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if value in HARDWARE:
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totals["hardware_video_minutes"] += duration
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hardware[HARDWARE[value]] += duration
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elif value == "none":
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totals["software_video_minutes"] += duration
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else:
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totals["unknown_hardware_minutes"] += duration
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elif info.get("IsVideoDirect") is not True:
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totals["unknown_video_minutes"] += duration
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if info.get("IsAudioDirect") is False:
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totals["audio_minutes"] += duration
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codec = str(info.get("AudioCodec") or "Unknown").upper()[:30]
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audio_codecs[codec] += duration
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elif info.get("IsAudioDirect") is not True:
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totals["unknown_audio_minutes"] += duration
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def _date(value) -> datetime:
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try:
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result = datetime.fromisoformat(str(value).replace("Z", "+00:00"))
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return result.replace(tzinfo=timezone.utc) if result.tzinfo is None else result.astimezone(timezone.utc)
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except (ValueError, TypeError) as exc:
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raise JellystatError("Jellystat returned an invalid history date") from exc
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def _duration(value) -> float:
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try:
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result = float(value or 0)
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if not math.isfinite(result) or result < 0:
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raise ValueError()
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return result
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except (ValueError, TypeError, OverflowError) as exc:
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raise JellystatError("Jellystat returned an invalid playback duration") from exc
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async def resolve_identity(user: dict, runtime) -> str | None:
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identity = await asyncio.to_thread(linked_user_id, user["username"], runtime.jellyfin_base_url)
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if identity:
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return identity
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if user.get("auth_provider") != "jellyfin":
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return None
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# Bootstrap existing Jellyfin accounts from the canonical server, using exact names.
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# Local accounts and email-prefix matches cannot claim a Jellyfin identity.
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client = JellyfinClient(runtime.jellyfin_base_url, runtime.jellyfin_api_key)
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if not client.configured():
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return None
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try:
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users = await client.get_users()
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except Exception as exc:
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raise JellystatError("Could not resolve the linked Jellyfin account") from exc
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matches = [entry for entry in users if isinstance(entry, dict)
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and str(entry.get("Name") or "").strip().casefold() == user["username"].strip().casefold()] if isinstance(users, list) else []
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if len(matches) != 1 or not matches[0].get("Id"):
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return None
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await asyncio.to_thread(link_user, user["username"], str(matches[0]["Id"]), runtime.jellyfin_base_url)
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return await asyncio.to_thread(linked_user_id, user["username"], runtime.jellyfin_base_url)
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def request_summary(user: dict, start: datetime, end: datetime, *, end_exclusive: bool = False) -> dict:
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operator = "<" if end_exclusive else "<="
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clause = f"julianday(created_at) >= julianday(?) AND julianday(created_at) {operator} julianday(?)"
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params = [start.isoformat(), end.isoformat()]
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if user.get("jellyseerr_user_id") is not None:
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clause += " AND requested_by_id = ?"
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params.append(user["jellyseerr_user_id"])
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else:
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clause += " AND requested_by_id IS NULL AND lower(trim(requested_by)) = ?"
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params.append(user["username"].strip().lower())
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with closing(db._connect()) as conn, conn:
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conn.row_factory = sqlite3.Row
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counts = conn.execute(f"""SELECT COUNT(*) AS total,
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COALESCE(SUM(media_type = 'movie'), 0) AS movies,
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COALESCE(SUM(media_type = 'tv'), 0) AS tv,
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COALESCE(SUM(status = 1), 0) AS pending,
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COALESCE(SUM(status = 2), 0) AS approved,
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COALESCE(SUM(status = 3), 0) AS declined FROM requests_cache WHERE {clause}""", params).fetchone()
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recent = conn.execute(f"""SELECT request_id, title, media_type, status FROM requests_cache
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WHERE {clause} ORDER BY created_at DESC LIMIT 5""", params).fetchall()
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return {**dict(counts), "recent": [dict(row) for row in recent]}
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def summarize(history: list, libraries: list, start: datetime, end: datetime, *, end_exclusive: bool = False) -> dict:
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library_types = {str(row.get("Id")): str(row.get("CollectionType") or "").lower() for row in libraries}
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daily_seconds = defaultdict(float)
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clients = defaultdict(float)
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methods = defaultdict(float)
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transcoding = dict.fromkeys(("video_minutes", "audio_minutes", "hardware_video_minutes", "software_video_minutes",
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"unknown_hardware_minutes", "unknown_video_minutes", "unknown_audio_minutes"), 0.0)
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hardware, audio_codecs = defaultdict(float), defaultdict(float)
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titles = {}
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movie_ids, episode_ids, seen = set(), set(), set()
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recent = []
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seconds = 0.0
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for row in history:
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row_id = str(row.get("Id") or "")
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if not row_id:
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raise JellystatError("Jellystat returned history without an activity ID")
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if row_id in seen:
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continue
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seen.add(row_id)
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date = _date(row.get("ActivityDateInserted"))
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# Defend against older upstream versions ignoring the range filter.
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if date < start or (date >= end if end_exclusive else date > end):
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continue
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duration = _duration(row.get("PlaybackDuration"))
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if duration <= 0:
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continue
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item_id = str(row.get("NowPlayingItemId") or row_id)
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episode_id = row.get("EpisodeId")
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library_type = library_types.get(str(row.get("ParentId")), "")
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media_type = "episode" if episode_id else "movie" if library_type == "movies" else "other"
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add_transcoding(row, duration / 60, media_type, transcoding, hardware, audio_codecs)
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if media_type == "episode":
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episode_ids.add(str(episode_id))
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elif media_type == "movie":
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movie_ids.add(item_id)
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seconds += duration
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daily_seconds[date.date().isoformat()] += duration
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client = str(row.get("Client") or "Unknown player")[:200]
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clients[client] += duration
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method = str(row.get("PlayMethod") or "Unknown")
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method = {"DirectPlay": "Direct play", "DirectStream": "Direct stream", "Transcode": "Transcode"}.get(method, "Other")
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methods[method] += duration
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name = str(row.get("NowPlayingItemName") or "Untitled")[:500]
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series = str(row.get("SeriesName") or "")[:500]
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title = titles.setdefault(item_id, {"title": series or name, "type": "series" if episode_id else media_type, "minutes": 0, "plays": 0})
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title["minutes"] += duration / 60
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title["plays"] += 1
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recent.append({"id": row_id, "title": name, "series": series, "type": media_type,
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"episode": f"S{row.get('SeasonNumber', '?')} · E{row.get('EpisodeNumber', '?')}" if episode_id else None,
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"minutes": round(duration / 60, 1), "played_at": date.isoformat(), "client": client,
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"method": method, "artwork_item_id": artwork_item_id(row.get("NowPlayingItemId"))})
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last_date = (end - timedelta(microseconds=1)).date() if end_exclusive and end > start else end.date()
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count = (last_date - start.date()).days + 1
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daily = [{"date": (start.date() + timedelta(days=i)).isoformat(),
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"minutes": round(daily_seconds.get((start.date() + timedelta(days=i)).isoformat(), 0) / 60, 2)} for i in range(count)]
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active_days = {day for day, duration in daily_seconds.items() if duration >= 60}
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longest = run = 0
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for day in daily:
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run = run + 1 if day["date"] in active_days else 0
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longest = max(longest, run)
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current = 0
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cursor = last_date if last_date.isoformat() in active_days else last_date - timedelta(days=1)
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while cursor.isoformat() in active_days:
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current += 1
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cursor -= timedelta(days=1)
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top = sorted(titles.values(), key=lambda row: (-row["minutes"], row["title"]))[:6]
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for row in top:
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row["minutes"] = round(row["minutes"], 1)
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return {"summary": {"minutes": round(seconds / 60, 1), "plays": len(recent), "movies": len(movie_ids),
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"episodes": len(episode_ids), "active_days": len(active_days),
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"current_streak": current, "longest_streak": longest},
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"daily": daily, "top_titles": top,
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"clients": [{"name": name, "minutes": round(value / 60, 1)} for name, value in sorted(clients.items(), key=lambda pair: -pair[1])[:6]],
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"methods": [{"name": name, "minutes": round(value / 60, 1)} for name, value in sorted(methods.items(), key=lambda pair: -pair[1])],
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"transcoding": {**{name: round(value, 1) for name, value in transcoding.items()},
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"hardware": [{"name": name, "minutes": round(value, 1)} for name, value in sorted(hardware.items(), key=lambda pair: -pair[1])],
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"audio_codecs": [{"name": name, "minutes": round(value, 1)} for name, value in sorted(audio_codecs.items(), key=lambda pair: -pair[1])],
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"gpu_busy_minutes": None},
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"recent": sorted(recent, key=lambda row: row["played_at"], reverse=True)[:20]}
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async def get_insights(user: dict, days: int) -> dict:
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runtime = await asyncio.to_thread(get_runtime_settings)
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end = datetime.now(timezone.utc)
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start = end - timedelta(days=days)
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requests = await asyncio.to_thread(request_summary, user, start, end)
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base = {"source": "Jellystat", "days": days, "timezone": "UTC", "requests": requests,
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"is_admin": user.get("role") == "admin", "summary": None}
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client = JellystatClient(runtime.jellystat_base_url, runtime.jellystat_api_key)
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if not client.configured():
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return {**base, "state": "not_configured"}
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identity = await resolve_identity(user, runtime)
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if not identity:
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return {**base, "state": "unlinked"}
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key = (runtime.jellystat_base_url, hashlib.sha256(runtime.jellystat_api_key.encode()).hexdigest(),
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runtime.jellyfin_base_url, identity, days)
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cached = _cache.get(key)
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if cached and cached[0] > time.monotonic():
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return {**base, **with_artwork(cached[1], user, runtime)}
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history, libraries = await client.get_user_history(identity, start, end)
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data = {**summarize(history, libraries, start, end), "state": "ready", "updated_at": end.isoformat(),
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"period_start": start.isoformat(), "period_end": end.isoformat()}
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for expired in [key for key, value in _cache.items() if value[0] <= time.monotonic()]:
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_cache.pop(expired, None)
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if len(_cache) >= 128:
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_cache.pop(next(iter(_cache)))
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_cache[key] = (time.monotonic() + CACHE_SECONDS, data)
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return {**base, **with_artwork(data, user, runtime)}
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