testsAndMisc/python_pkg/steam_backlog_enforcer/hltb.py

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"""HowLongToBeat integration for estimating game completion times.
Fetches leisure completionist hour estimates from howlongtobeat.com with:
- direct API calls (bypassing the slow howlongtobeatpy per-request setup)
- single shared aiohttp session for all requests
- concurrent requests with configurable concurrency
- live progress reporting via callback
- incremental disk-cache saves so crashes don't lose work
- leisure time (upper-bound play time) from individual game pages
- DLC time aggregation (base game + all DLC leisure times combined)
"""
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from __future__ import annotations
import asyncio
from collections.abc import Callable
from dataclasses import dataclass, field
from difflib import SequenceMatcher
from http import HTTPStatus
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import json
import logging
import re
import time
from typing import Any
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import aiohttp
from howlongtobeatpy.HTMLRequests import HTMLRequests
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from python_pkg.steam_backlog_enforcer.config import CONFIG_DIR, _atomic_write
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logger = logging.getLogger(__name__)
HLTB_CACHE_FILE = CONFIG_DIR / "hltb_cache.json"
MAX_CONCURRENT = 60 # parallel requests to HLTB
_SAVE_INTERVAL = 50 # flush cache to disk every N results
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MIN_SIMILARITY = 0.5
# Suffixes that indicate a subset release (prologue, demo, etc.).
# Used to avoid preferring "Game - Prologue" over "Game" when both exist.
_SUBSET_SUFFIXES = frozenset(
{
"prologue",
"demo",
"trial",
"lite",
"prelude",
}
)
# Type for progress callbacks: (done, total, found, game_name)
ProgressCb = Callable[[int, int, int, str], None]
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@dataclass
class HLTBResult:
"""Result from a HowLongToBeat lookup."""
app_id: int
game_name: str
completionist_hours: float
similarity: float
hltb_game_id: int = 0
@dataclass
class _AuthInfo:
"""HLTB API authentication details."""
token: str
hp_key: str = ""
hp_val: str = ""
HLTB_BASE_URL = "https://howlongtobeat.com"
# ──────────────────────────────────────────────────────────────
# Cache I/O
# ──────────────────────────────────────────────────────────────
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def load_hltb_cache() -> dict[int, float]:
"""Load the persistent HLTB cache from disk.
Returns: dict mapping app_id -> completionist_hours (-1 = no data on HLTB).
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"""
if HLTB_CACHE_FILE.exists():
try:
data = json.loads(HLTB_CACHE_FILE.read_text(encoding="utf-8"))
return {int(k): float(v) for k, v in data.items()}
except (json.JSONDecodeError, ValueError, OSError):
logger.warning("Corrupt HLTB cache, starting fresh.")
return {}
def save_hltb_cache(cache: dict[int, float]) -> None:
"""Save the HLTB cache to disk."""
try:
_atomic_write(
HLTB_CACHE_FILE,
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json.dumps({str(k): v for k, v in cache.items()}, indent=2) + "\n",
)
except OSError:
logger.exception("Failed to save HLTB cache")
# ──────────────────────────────────────────────────────────────
# HLTB API setup (done once, not per-request like the library)
# ──────────────────────────────────────────────────────────────
def _get_hltb_search_url() -> str:
"""Discover the current HLTB search API endpoint.
Scrapes the homepage for JS bundles containing the fetch URL.
Falls back to ``/api/finder`` if extraction fails.
"""
try:
search_info = HTMLRequests.send_website_request_getcode(
parse_all_scripts=False,
)
if search_info is None:
search_info = HTMLRequests.send_website_request_getcode(
parse_all_scripts=True,
)
if search_info and search_info.search_url:
url: str = HTMLRequests.BASE_URL + search_info.search_url
return url
except (OSError, RuntimeError, ValueError, TypeError):
logger.debug("Failed to discover HLTB search URL, using default")
return "https://howlongtobeat.com/api/finder"
async def _get_auth_info(
search_url: str,
session: aiohttp.ClientSession,
) -> _AuthInfo | None:
"""Fetch the HLTB auth token and honeypot key/val (one GET request)."""
init_url = search_url + "/init"
ts = int(time.time() * 1000)
headers = {
"User-Agent": (
"Mozilla/5.0 (X11; Linux x86_64; rv:136.0) Gecko/20100101 Firefox/136.0"
),
"referer": "https://howlongtobeat.com/",
}
try:
async with session.get(
init_url,
params={"t": ts},
headers=headers,
) as resp:
if resp.status == HTTPStatus.OK:
data = await resp.json()
token: str | None = data.get("token")
if token is None:
return None
return _AuthInfo(
token=token,
hp_key=data.get("hpKey", ""),
hp_val=data.get("hpVal", ""),
)
except (aiohttp.ClientError, asyncio.TimeoutError):
logger.warning("Failed to get HLTB auth token")
return None
def _similarity(a: str, b: str) -> float:
"""Case-insensitive SequenceMatcher ratio between two strings."""
return SequenceMatcher(None, a.lower(), b.lower()).ratio()
def _build_search_payload(game_name: str, auth: _AuthInfo | None = None) -> str:
"""Build the JSON POST body for an HLTB search."""
payload: dict[str, Any] = {
"searchType": "games",
"searchTerms": game_name.split(),
"searchPage": 1,
"size": 20,
"searchOptions": {
"games": {
"userId": 0,
"platform": "",
"sortCategory": "popular",
"rangeCategory": "main",
"rangeTime": {"min": 0, "max": 0},
"gameplay": {
"perspective": "",
"flow": "",
"genre": "",
"difficulty": "",
},
"rangeYear": {"max": "", "min": ""},
"modifier": "",
},
"users": {"sortCategory": "postcount"},
"lists": {"sortCategory": "follows"},
"filter": "",
"sort": 0,
"randomizer": 0,
},
"useCache": True,
}
if auth and auth.hp_key:
payload[auth.hp_key] = auth.hp_val
return json.dumps(payload)
def _pick_best_hltb_entry(
search_name: str,
candidates: list[tuple[dict[str, Any], float]],
) -> tuple[dict[str, Any], float] | None:
"""Pick the best HLTB entry, preferring full editions over demos/chapters.
When a short name like "FAITH" matches both "FAITH" (demo) and
"FAITH: The Unholy Trinity" (full game), prefer the full game
since Steam often lists the full game under the shorter name.
"""
if not candidates:
return None
# Prefer base games over DLC entries when both are present.
non_dlc = [c for c in candidates if str(c[0].get("game_type", "")).lower() != "dlc"]
usable = non_dlc or candidates
if len(usable) == 1:
return usable[0]
lower = search_name.lower()
for entry, sim in usable:
entry_name = (entry.get("game_name") or "").lower()
if entry_name.startswith((lower + ":", lower + " -")):
suffix = entry_name[len(lower) :].lstrip(" :-")
if not any(suffix.startswith(kw) for kw in _SUBSET_SUFFIXES):
# Only prefer this extended entry when it has strictly more
# comp_100 than any exact-name match. This prevents
# "Killing Floor: Toy Master" (1.2 h) from beating
# "Killing Floor" (296 h) while still letting
# "FAITH: The Unholy Trinity" (7 h) beat "FAITH" (0.5 h demo).
extended_hours = entry.get("comp_100", 0)
best_exact = next(
(
(e, s)
for e, s in sorted(
usable,
key=lambda x: x[0].get("comp_100", 0),
reverse=True,
)
if (e.get("game_name") or "").lower() == lower
),
None,
)
if (
best_exact is not None
and best_exact[0].get("comp_100", 0) >= extended_hours
):
return best_exact
return entry, sim
# Fall back to highest similarity.
return max(usable, key=lambda x: x[1])
# ──────────────────────────────────────────────────────────────
# Async fetching with shared session & progress
# ──────────────────────────────────────────────────────────────
@dataclass
class _SearchCtx:
"""Shared context for HLTB search requests."""
session: aiohttp.ClientSession
search_url: str
headers: dict[str, str]
cache: dict[int, float]
auth: _AuthInfo | None = None
counter: dict[str, int] = field(default_factory=dict)
total: int = 0
progress_cb: ProgressCb | None = None
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async def _search_one(
sem: asyncio.Semaphore,
ctx: _SearchCtx,
app_id: int,
name: str,
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) -> HLTBResult | None:
"""Search HLTB for one game via direct POST, update cache."""
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async with sem:
result: HLTBResult | None = None
payload = _build_search_payload(name, ctx.auth)
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try:
async with ctx.session.post(
ctx.search_url,
headers=ctx.headers,
data=payload,
) as resp:
if resp.status == HTTPStatus.OK:
data = await resp.json()
candidates: list[tuple[dict[str, Any], float]] = []
lower_name = name.lower()
for entry in data.get("data", []):
entry_name = entry.get("game_name", "")
entry_alias = entry.get("game_alias", "") or ""
is_dlc = str(entry.get("game_type", "")).lower() == "dlc"
sim = max(
_similarity(name, entry_name),
_similarity(name, entry_alias),
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)
is_full_edition = (
(not is_dlc)
and entry_name.lower().startswith(lower_name + ":")
) or (
(not is_dlc)
and entry_name.lower().startswith(lower_name + " -")
)
if sim >= MIN_SIMILARITY or is_full_edition:
comp_100 = entry.get("comp_100", 0)
if comp_100 and comp_100 > 0:
candidates.append((entry, sim))
best = _pick_best_hltb_entry(name, candidates)
if best is not None:
entry, sim = best
hours = round(entry["comp_100"] / 3600, 2)
logger.debug(
"HLTB match for '%s': '%s' (id=%s, comp_100=%s, sim=%.3f)",
name,
entry.get("game_name"),
entry.get("game_id"),
entry.get("comp_100"),
sim,
)
result = HLTBResult(
app_id=app_id,
game_name=name,
completionist_hours=hours,
similarity=sim,
hltb_game_id=entry.get("game_id", 0),
)
except (aiohttp.ClientError, asyncio.TimeoutError) as exc:
logger.debug("HLTB search failed for '%s': %s", name, exc)
# Update cache immediately (miss = -1).
if result is not None:
ctx.cache[app_id] = result.completionist_hours
ctx.counter["found"] += 1
else:
ctx.cache[app_id] = -1
ctx.counter["done"] += 1
done = ctx.counter["done"]
# Incremental save every _SAVE_INTERVAL lookups.
if done % _SAVE_INTERVAL == 0:
save_hltb_cache(ctx.cache)
# Report progress.
if ctx.progress_cb is not None:
ctx.progress_cb(done, ctx.total, ctx.counter["found"], name)
return result
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# ──────────────────────────────────────────────────────────────
# Leisure time + DLC fetching from game detail pages
# ──────────────────────────────────────────────────────────────
_NEXT_DATA_RE = re.compile(
r'<script id="__NEXT_DATA__" type="application/json">(.*?)</script>',
)
def _parse_game_page(html: str) -> dict[str, Any] | None:
"""Extract game data dict from a HLTB game page's __NEXT_DATA__."""
match = _NEXT_DATA_RE.search(html)
if not match:
return None
try:
data = json.loads(match.group(1))
result: dict[str, Any] = data["props"]["pageProps"]["game"]["data"]
except (json.JSONDecodeError, KeyError, TypeError):
return None
else:
return result
def _as_positive_int(value: object) -> int:
"""Convert HLTB numeric JSON values to a positive int, or 0 when invalid."""
if isinstance(value, int):
return max(0, value)
if isinstance(value, float):
int_value = int(value)
return max(0, int_value)
if isinstance(value, str):
try:
int_value = int(value)
return max(0, int_value)
except ValueError:
return 0
return 0
def _extract_base_leisure_hours(game_data: dict[str, Any]) -> float:
"""Extract base-game leisure hours from game detail data."""
games = game_data.get("game", [])
if not isinstance(games, list) or not games:
return -1
if not isinstance(games[0], dict):
return -1
base = games[0]
leisure_s = _as_positive_int(base.get("comp_100_h", 0))
if leisure_s <= 0:
leisure_s = _as_positive_int(base.get("comp_100", 0))
if leisure_s <= 0:
return -1
return round(leisure_s / 3600, 2)
def _extract_dlc_relationships(game_data: dict[str, Any]) -> list[tuple[int, float]]:
"""Extract DLC relationship IDs and fallback hours from detail data."""
relationships = game_data.get("relationships", [])
if not isinstance(relationships, list):
return []
dlcs: list[tuple[int, float]] = []
for rel in relationships:
if not isinstance(rel, dict):
continue
if str(rel.get("game_type", "")).lower() != "dlc":
continue
dlc_id = _as_positive_int(rel.get("game_id", 0))
fallback_comp_100 = _as_positive_int(rel.get("comp_100", 0))
if fallback_comp_100 > 0:
fallback_hours = round(fallback_comp_100 / 3600, 2)
else:
fallback_hours = 0.0
dlcs.append((dlc_id, fallback_hours))
return dlcs
def _extract_leisure_hours(game_data: dict[str, Any]) -> float:
"""Compute total leisure hours: base game + all DLCs.
Uses ``comp_100_h`` (leisure completionist) from the game detail page.
Falls back to ``comp_100`` (average completionist) if leisure unavailable.
Also sums leisure time from any DLC listed in ``relationships``.
"""
base_hours = _extract_base_leisure_hours(game_data)
if base_hours <= 0:
return -1
total_hours = base_hours
# Add DLC leisure times from relationships.
for _dlc_id, fallback_hours in _extract_dlc_relationships(game_data):
total_hours += fallback_hours
return round(total_hours, 2)
async def _fetch_detail_one(
sem: asyncio.Semaphore,
session: aiohttp.ClientSession,
hltb_game_id: int,
) -> dict[str, Any] | None:
"""Fetch a single HLTB game detail page and parse its data."""
async with sem:
url = f"{HLTB_BASE_URL}/game/{hltb_game_id}"
headers = {
"User-Agent": (
"Mozilla/5.0 (X11; Linux x86_64; rv:136.0) Gecko/20100101 Firefox/136.0"
),
"accept": "text/html",
"referer": "https://howlongtobeat.com/",
}
try:
async with session.get(url, headers=headers) as resp:
if resp.status == HTTPStatus.OK:
html = await resp.text()
return _parse_game_page(html)
except (aiohttp.ClientError, asyncio.TimeoutError) as exc:
logger.debug(
"HLTB detail fetch failed for game_id=%d: %s",
hltb_game_id,
exc,
)
return None
async def _fetch_leisure_times(
search_results: list[HLTBResult],
cache: dict[int, float],
progress_cb: ProgressCb | None,
) -> None:
"""Fetch leisure times from game detail pages for all search results.
Updates ``cache`` in-place with leisure hours (including DLC time).
"""
valid = [r for r in search_results if r.hltb_game_id > 0]
if not valid:
return
timeout = aiohttp.ClientTimeout(total=30, sock_read=20)
sem = asyncio.Semaphore(MAX_CONCURRENT)
connector = aiohttp.TCPConnector(
limit=MAX_CONCURRENT,
keepalive_timeout=30,
)
total = len(valid)
done = 0
found = 0
async with aiohttp.ClientSession(
timeout=timeout,
connector=connector,
) as session:
coros = [_fetch_detail_one(sem, session, r.hltb_game_id) for r in valid]
details = await asyncio.gather(*coros)
dlc_relationships_by_app, dlc_ids = _collect_dlc_relationships(valid, details)
dlc_hours_by_id = await _fetch_dlc_leisure_hours(sem, session, dlc_ids)
for r, game_data in zip(valid, details, strict=False):
done += 1
if game_data is not None:
leisure = _extract_leisure_hours(game_data)
if leisure > 0:
leisure = _apply_dlc_leisure_overrides(
leisure,
dlc_relationships_by_app.get(r.app_id, []),
dlc_hours_by_id,
)
r.completionist_hours = leisure
cache[r.app_id] = leisure
found += 1
if progress_cb is not None:
progress_cb(done, total, found, r.game_name)
if done % _SAVE_INTERVAL == 0:
save_hltb_cache(cache)
def _collect_dlc_relationships(
valid: list[HLTBResult],
details: list[dict[str, Any] | None],
) -> tuple[dict[int, list[tuple[int, float]]], list[int]]:
"""Collect DLC relationship IDs for all base-game detail responses."""
by_app: dict[int, list[tuple[int, float]]] = {}
unique_dlc_ids: set[int] = set()
for result, game_data in zip(valid, details, strict=False):
if game_data is None:
continue
dlc_rels = _extract_dlc_relationships(game_data)
by_app[result.app_id] = dlc_rels
for dlc_id, _fallback_hours in dlc_rels:
if dlc_id > 0:
unique_dlc_ids.add(dlc_id)
return by_app, sorted(unique_dlc_ids)
async def _fetch_dlc_leisure_hours(
sem: asyncio.Semaphore,
session: aiohttp.ClientSession,
dlc_ids: list[int],
) -> dict[int, float]:
"""Fetch leisure hours for each DLC game id."""
if not dlc_ids:
return {}
coros = [_fetch_detail_one(sem, session, dlc_id) for dlc_id in dlc_ids]
dlc_details = await asyncio.gather(*coros)
dlc_hours_by_id: dict[int, float] = {}
for dlc_id, dlc_data in zip(dlc_ids, dlc_details, strict=False):
if dlc_data is None:
continue
dlc_leisure = _extract_base_leisure_hours(dlc_data)
if dlc_leisure > 0:
dlc_hours_by_id[dlc_id] = dlc_leisure
return dlc_hours_by_id
def _apply_dlc_leisure_overrides(
base_hours: float,
dlc_rels: list[tuple[int, float]],
dlc_hours_by_id: dict[int, float],
) -> float:
"""Replace fallback DLC hours with detailed leisure hours when available."""
adjusted = base_hours
for dlc_id, fallback_hours in dlc_rels:
dlc_leisure = dlc_hours_by_id.get(dlc_id, -1.0)
if dlc_leisure > 0:
adjusted += dlc_leisure - fallback_hours
return round(adjusted, 2)
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async def _fetch_batch(
games: list[tuple[int, str]],
cache: dict[int, float],
progress_cb: ProgressCb | None,
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) -> list[HLTBResult]:
"""Fetch HLTB data for a batch of games using one shared session."""
# 1. Discover the search URL (sync, one-time).
search_url = _get_hltb_search_url()
logger.info("HLTB search URL: %s", search_url)
timeout = aiohttp.ClientTimeout(total=20, sock_read=15)
# 2. Get auth info (separate session — avoids reuse issues).
async with aiohttp.ClientSession(timeout=timeout) as init_session:
auth = await _get_auth_info(search_url, init_session)
if auth is None:
logger.warning("Could not get HLTB auth info, aborting fetch.")
return []
logger.info("HLTB auth token acquired.")
# 3. Build shared headers for all search requests.
headers: dict[str, str] = {
"content-type": "application/json",
"accept": "*/*",
"User-Agent": (
"Mozilla/5.0 (X11; Linux x86_64; rv:136.0) Gecko/20100101 Firefox/136.0"
),
"referer": "https://howlongtobeat.com/",
"x-auth-token": auth.token,
}
if auth.hp_key:
headers["x-hp-key"] = auth.hp_key
headers["x-hp-val"] = auth.hp_val
# 4. Fire all searches through a single persistent session.
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sem = asyncio.Semaphore(MAX_CONCURRENT)
counter = {"done": 0, "found": 0}
total = len(games)
connector = aiohttp.TCPConnector(
limit=MAX_CONCURRENT,
keepalive_timeout=30,
)
async with aiohttp.ClientSession(
timeout=timeout,
connector=connector,
) as session:
ctx = _SearchCtx(
session=session,
search_url=search_url,
headers=headers,
cache=cache,
auth=auth,
counter=counter,
total=total,
progress_cb=progress_cb,
)
tasks = [
_search_one(
sem,
ctx,
app_id,
name,
)
for app_id, name in games
]
results = await asyncio.gather(*tasks)
search_results = [r for r in results if r is not None]
# 5. Fetch leisure times + DLC from game detail pages.
logger.info(
"Fetching leisure times for %d games from detail pages...",
len(search_results),
)
await _fetch_leisure_times(search_results, cache, progress_cb=None)
return search_results
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def fetch_hltb_times(
games: list[tuple[int, str]],
cache: dict[int, float] | None = None,
progress_cb: ProgressCb | None = None,
) -> list[HLTBResult]:
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"""Synchronous wrapper: fetch HLTB times for games."""
if not games:
return []
if cache is None:
cache = {}
return asyncio.run(_fetch_batch(games, cache, progress_cb))
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def fetch_hltb_times_cached(
games: list[tuple[int, str]],
progress_cb: ProgressCb | None = None,
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) -> dict[int, float]:
"""Fetch HLTB times, using disk cache for already-known games.
Args:
games: list of (app_id, name) tuples to look up.
progress_cb: optional callback(done, total, found, game_name).
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Returns: dict mapping app_id -> completionist_hours.
"""
cache = load_hltb_cache()
uncached = [(app_id, name) for app_id, name in games if app_id not in cache]
if uncached:
logger.info(
"Fetching HLTB data for %d uncached games (%d cached)...",
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len(uncached),
len(games) - len(uncached),
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)
t0 = time.monotonic()
fetch_hltb_times(uncached, cache=cache, progress_cb=progress_cb)
elapsed = time.monotonic() - t0
# Final save.
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save_hltb_cache(cache)
found = sum(1 for aid, _ in uncached if cache.get(aid, -1) > 0)
rate = len(uncached) / elapsed if elapsed > 0 else 0
logger.info(
"HLTB fetch done: %d/%d found in %.1fs (%.0f games/s)",
found,
len(uncached),
elapsed,
rate,
)
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else:
logger.info("All %d games found in HLTB cache.", len(games))
return cache
def get_hltb_submit_url(game_name: str) -> str | None:
"""Look up a game on HLTB and return its submit page URL.
Args:
game_name: Name of the game to search for.
Returns:
URL like ``https://howlongtobeat.com/submit/game/12345``,
or ``None`` if the game wasn't found.
"""
results = fetch_hltb_times([(0, game_name)])
if results and results[0].hltb_game_id:
return f"{HLTB_BASE_URL}/submit/game/{results[0].hltb_game_id}"
return None