feat: Qobuz pacing budget gate (human-like volume + cadence)
Avoid re-triggering a USER_BLOCKED account by capping Qobuz to a human-looking volume and cadence. A per-album gate (worker/lyra_worker/qobuz_gate.py) allows Qobuz only within active hours, under today's cap (a warm-up ramp of a steady cap), and past a randomized spacing since the last Qobuz download; the gap spreads the day's budget across active hours with jitter. When the gate is closed the pipeline drops Qobuz candidates so the job falls through to another source (and monitored albums upgrade to Qobuz later); a Qobuz-only setup is never gated. Config keys read live each loop; counters reset at the day boundary via the DB clock. Tunable in Settings -> Qobuz -> Pacing (new /api/qobuz/pacing route). Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>
This commit is contained in:
@@ -1,4 +1,5 @@
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import os
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import random
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import shutil
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import threading
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import time
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@@ -11,6 +12,7 @@ import psycopg
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from lyra_worker.adapters.base import SourceAdapter
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from lyra_worker.confidence import score_confidence
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from lyra_worker.library import album_dir, import_album, list_audio_files, staging_dir
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from lyra_worker.qobuz_gate import gate_open, record_download
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from lyra_worker.quality import quality_class
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from lyra_worker.ranker import rank_candidates
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from lyra_worker.types import Candidate, MBTarget
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@@ -365,6 +367,13 @@ def run_pipeline(
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found.append(replace(c, source_tier=adapter.tier, confidence=score_confidence(target, c)))
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_persist_candidates(conn, job_id, found)
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# Qobuz pacing: when the budget gate is closed (off-hours / daily cap / spacing), drop Qobuz
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# candidates so the job falls through to another source and Qobuz stays under the radar — UNLESS
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# Qobuz is the only option (nothing to fall through to, so don't strand the album).
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if any(c.source == "qobuz" for c in found) and any(c.source != "qobuz" for c in found):
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if not gate_open(conn):
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found = [c for c in found if c.source != "qobuz"]
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# 3. rank
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_set_state(conn, job_id, "matched", "rank")
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ranked = rank_candidates(target, found, min_confidence)
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@@ -415,6 +424,12 @@ def run_pipeline(
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_fail(conn, job_id, last_problem or "all downloads failed")
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return
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_set_download_progress(conn, job_id, 1.0) # download done — UI shows 100% into Finishing
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if winner.source == "qobuz":
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# Count this Qobuz download against today's budget and set the next randomized spacing.
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try:
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record_download(conn, random.random())
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except Exception as e: # pacing bookkeeping must never fail a good download
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print(f"pipeline: qobuz pacing record failed for job {job_id}: {e}", flush=True)
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# 5. promote + tag the verified winner
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_set_state(conn, job_id, "tagging", "tag")
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@@ -0,0 +1,159 @@
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"""Qobuz pacing ("budget gate").
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Keep using Qobuz for hi-res, but at a human-looking volume and cadence so the account isn't
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flagged for bulk downloading (which got it 403 USER_BLOCKED). One gate decides, per album,
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whether Qobuz is an eligible source right now: within active hours, under today's cap (a warm-up
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ramp of a steady cap), and past a randomized spacing since the last Qobuz download. When the gate
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is closed the pipeline drops Qobuz candidates and falls through to the next source; monitored
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albums upgrade to Qobuz later once budget frees up.
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Pure decision logic (`today_cap`, `is_allowed`, `next_gap_seconds`) is separated from the two DB
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helpers (`gate_open`, `record_download`) so the policy is unit-tested without a clock or DB.
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"""
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from dataclasses import dataclass
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from datetime import date
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_TRUE = {"1", "true", "yes", "on"}
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_JITTER = 0.3 # ± fraction around the spread interval
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_GAP_FLOOR_S = 60.0
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@dataclass(frozen=True)
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class QobuzPacing:
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enabled: bool = True
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active_start: int = 8
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active_end: int = 23
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daily_cap: int = 40
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warmup_start_date: str = "" # ISO "YYYY-MM-DD", or "" for no warm-up ramp
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@classmethod
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def from_config(cls, config: dict) -> "QobuzPacing":
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def _int(key, default):
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try:
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return int(config[key])
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except (KeyError, TypeError, ValueError):
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return default
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return cls(
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enabled=str(config.get("qobuz.pacing.enabled", "true")).strip().lower() in _TRUE,
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active_start=_int("qobuz.pacing.activeStartHour", 8),
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active_end=_int("qobuz.pacing.activeEndHour", 23),
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daily_cap=_int("qobuz.pacing.dailyCap", 40),
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warmup_start_date=str(config.get("qobuz.pacing.warmupStartDate", "") or "").strip(),
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)
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def today_cap(pacing: QobuzPacing, today: date) -> int:
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"""Today's Qobuz download cap: the steady cap, ramped up by account age (days since
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``warmup_start_date``). No warm-up date -> steady cap. A small steady cap is never exceeded."""
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steady = max(0, pacing.daily_cap)
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if not pacing.warmup_start_date:
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return steady
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try:
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start = date.fromisoformat(pacing.warmup_start_date)
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except ValueError:
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return steady
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days = max(0, (today - start).days)
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if days < 3:
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return min(5, steady)
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if days < 7:
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return min(10, steady)
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if days < 14:
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return min(20, steady)
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return steady
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def is_allowed(pacing: QobuzPacing, now_hour: int, count_today: int, cap: int,
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now_epoch: float, next_allowed_epoch: float) -> bool:
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"""Pure gate decision. Qobuz is eligible only within active hours, under today's cap, and past
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the randomized spacing since the last download. Pacing disabled -> always allowed."""
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if not pacing.enabled:
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return True
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if not (pacing.active_start <= now_hour < pacing.active_end):
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return False
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if count_today >= cap:
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return False
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if now_epoch < next_allowed_epoch:
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return False
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return True
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def next_gap_seconds(pacing: QobuzPacing, cap: int, rand01: float) -> float:
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"""Seconds until the next Qobuz download is allowed: the day's budget spread across the active
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window (``activeWindow / cap``), ± _JITTER, floored at _GAP_FLOOR_S. ``rand01`` in [0,1] is the
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injected randomness (so tests are deterministic; callers pass random.random())."""
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window_s = max(1, pacing.active_end - pacing.active_start) * 3600
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base = window_s / max(1, cap)
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lo, hi = base * (1 - _JITTER), base * (1 + _JITTER)
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gap = lo + (hi - lo) * rand01
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return max(_GAP_FLOOR_S, gap)
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def _now_parts(conn):
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"""(hour:int, today:date, epoch:float) from the DB clock — avoids container-TZ ambiguity."""
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with conn.cursor() as cur:
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cur.execute("SELECT extract(hour from now())::int, current_date, extract(epoch from now())")
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hour, today, epoch = cur.fetchone()
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return int(hour), today, float(epoch)
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def _read(conn, keys):
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with conn.cursor() as cur:
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cur.execute('SELECT key, value FROM "Config" WHERE key = ANY(%s)', (list(keys),))
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return dict(cur.fetchall())
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def gate_open(conn) -> bool:
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"""Whether Qobuz may be used for a download right now (reads pacing config + counter/spacing
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state from Config and the DB clock). A counter from a previous day is treated as 0."""
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from lyra_worker.config import get_config
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pacing = QobuzPacing.from_config(get_config(conn))
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hour, today, epoch = _now_parts(conn)
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state = _read(conn, ("qobuz.pacing.countDay", "qobuz.pacing.countToday", "qobuz.pacing.nextAllowedAt"))
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count = 0
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if state.get("qobuz.pacing.countDay") == today.isoformat():
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try:
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count = int(state.get("qobuz.pacing.countToday") or 0)
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except (TypeError, ValueError):
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count = 0
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try:
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next_allowed = float(state.get("qobuz.pacing.nextAllowedAt") or 0)
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except (TypeError, ValueError):
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next_allowed = 0.0
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return is_allowed(pacing, hour, count, today_cap(pacing, today), epoch, next_allowed)
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def record_download(conn, rand01: float) -> None:
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"""Record a successful Qobuz download: bump today's counter (resetting it if the stored day is
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stale) and set the randomized next-allowed time. ``rand01`` is injected randomness."""
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from lyra_worker.config import get_config
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pacing = QobuzPacing.from_config(get_config(conn))
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_hour, today, epoch = _now_parts(conn)
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state = _read(conn, ("qobuz.pacing.countDay", "qobuz.pacing.countToday"))
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if state.get("qobuz.pacing.countDay") == today.isoformat():
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try:
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count = int(state.get("qobuz.pacing.countToday") or 0)
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except (TypeError, ValueError):
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count = 0
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else:
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count = 0
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count += 1
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next_allowed = epoch + next_gap_seconds(pacing, today_cap(pacing, today), rand01)
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_write(conn, {
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"qobuz.pacing.countDay": today.isoformat(),
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"qobuz.pacing.countToday": str(count),
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"qobuz.pacing.nextAllowedAt": repr(next_allowed),
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})
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def _write(conn, kv: dict) -> None:
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with conn.cursor() as cur:
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for key, value in kv.items():
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cur.execute(
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'INSERT INTO "Config"(key,value,secret,"updatedAt") VALUES (%s,%s,false,now()) '
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'ON CONFLICT (key) DO UPDATE SET value=EXCLUDED.value, "updatedAt"=now()',
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(key, value),
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)
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conn.commit()
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@@ -0,0 +1,179 @@
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from datetime import date
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from lyra_worker.qobuz_gate import (
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QobuzPacing,
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today_cap,
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is_allowed,
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next_gap_seconds,
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gate_open,
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record_download,
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)
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# ---- QobuzPacing.from_config -------------------------------------------------
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def test_from_config_defaults():
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p = QobuzPacing.from_config({})
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assert p.enabled is True
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assert p.active_start == 8 and p.active_end == 23
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assert p.daily_cap == 40
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assert p.warmup_start_date == ""
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def test_from_config_reads_values():
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p = QobuzPacing.from_config({
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"qobuz.pacing.enabled": "false",
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"qobuz.pacing.activeStartHour": "9",
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"qobuz.pacing.activeEndHour": "22",
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"qobuz.pacing.dailyCap": "25",
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"qobuz.pacing.warmupStartDate": "2026-07-15",
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})
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assert p.enabled is False
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assert p.active_start == 9 and p.active_end == 22
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assert p.daily_cap == 25
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assert p.warmup_start_date == "2026-07-15"
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# ---- today_cap (warm-up ramp) ------------------------------------------------
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def test_today_cap_no_warmup_uses_steady():
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p = QobuzPacing(daily_cap=40, warmup_start_date="")
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assert today_cap(p, date(2026, 7, 20)) == 40
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def test_today_cap_ramp_boundaries():
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p = QobuzPacing(daily_cap=40, warmup_start_date="2026-07-15")
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assert today_cap(p, date(2026, 7, 15)) == 5 # day 0
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assert today_cap(p, date(2026, 7, 17)) == 5 # day 2
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assert today_cap(p, date(2026, 7, 18)) == 10 # day 3
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assert today_cap(p, date(2026, 7, 21)) == 10 # day 6
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assert today_cap(p, date(2026, 7, 22)) == 20 # day 7
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assert today_cap(p, date(2026, 7, 28)) == 20 # day 13
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assert today_cap(p, date(2026, 7, 29)) == 40 # day 14
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assert today_cap(p, date(2026, 8, 30)) == 40 # long after
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def test_today_cap_steady_below_ramp_step_is_the_ceiling():
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# A small steady cap is never exceeded by a ramp step.
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p = QobuzPacing(daily_cap=3, warmup_start_date="2026-07-15")
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assert today_cap(p, date(2026, 7, 29)) == 3
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# ---- is_allowed (the gate decision) -----------------------------------------
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_P = QobuzPacing(enabled=True, active_start=8, active_end=23, daily_cap=40)
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def test_disabled_always_allows():
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p = QobuzPacing(enabled=False, active_start=8, active_end=23)
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assert is_allowed(p, now_hour=3, count_today=999, cap=0, now_epoch=0, next_allowed_epoch=1e18) is True
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def test_blocked_outside_active_hours():
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assert is_allowed(_P, now_hour=7, count_today=0, cap=40, now_epoch=100, next_allowed_epoch=0) is False
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assert is_allowed(_P, now_hour=23, count_today=0, cap=40, now_epoch=100, next_allowed_epoch=0) is False
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def test_blocked_at_or_over_cap():
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assert is_allowed(_P, now_hour=10, count_today=40, cap=40, now_epoch=100, next_allowed_epoch=0) is False
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assert is_allowed(_P, now_hour=10, count_today=41, cap=40, now_epoch=100, next_allowed_epoch=0) is False
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def test_blocked_before_next_allowed():
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assert is_allowed(_P, now_hour=10, count_today=0, cap=40, now_epoch=100, next_allowed_epoch=200) is False
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def test_allowed_when_all_conditions_met():
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assert is_allowed(_P, now_hour=10, count_today=5, cap=40, now_epoch=300, next_allowed_epoch=200) is True
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# ---- next_gap_seconds (spread + jitter) -------------------------------------
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def test_next_gap_spreads_cap_across_active_window():
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# 15h window (8..23) / cap 40 = 1350s base; ±30%; midpoint rand -> base.
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p = QobuzPacing(active_start=8, active_end=23, daily_cap=40)
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assert abs(next_gap_seconds(p, cap=40, rand01=0.5) - 1350.0) < 1.0
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assert abs(next_gap_seconds(p, cap=40, rand01=0.0) - 1350.0 * 0.7) < 1.0 # low end
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assert abs(next_gap_seconds(p, cap=40, rand01=1.0) - 1350.0 * 1.3) < 1.0 # high end
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def test_next_gap_has_a_floor():
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# A huge cap would give a tiny gap; a 60s floor protects the request rate.
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p = QobuzPacing(active_start=8, active_end=23, daily_cap=100000)
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assert next_gap_seconds(p, cap=100000, rand01=0.0) == 60.0
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# ---- DB helpers: gate_open / record_download --------------------------------
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def _set(conn, key, value):
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with conn.cursor() as cur:
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cur.execute(
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'INSERT INTO "Config"(key,value,secret,"updatedAt") VALUES (%s,%s,false,now()) '
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'ON CONFLICT (key) DO UPDATE SET value=EXCLUDED.value, "updatedAt"=now()',
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(key, value),
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)
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conn.commit()
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def _get(conn, key):
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with conn.cursor() as cur:
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cur.execute('SELECT value FROM "Config" WHERE key=%s', (key,))
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row = cur.fetchone()
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return row[0] if row else None
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def test_record_download_increments_and_sets_next_allowed(conn):
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_set(conn, "qobuz.pacing.dailyCap", "40")
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record_download(conn, rand01=0.5)
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assert _get(conn, "qobuz.pacing.countToday") == "1"
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assert _get(conn, "qobuz.pacing.countDay") is not None
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assert _get(conn, "qobuz.pacing.nextAllowedAt") is not None
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record_download(conn, rand01=0.5)
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assert _get(conn, "qobuz.pacing.countToday") == "2"
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def test_record_download_resets_counter_on_new_day(conn):
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# A stale count from a previous day must reset to 1, not accumulate.
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_set(conn, "qobuz.pacing.dailyCap", "40")
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_set(conn, "qobuz.pacing.countDay", "2000-01-01")
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_set(conn, "qobuz.pacing.countToday", "39")
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record_download(conn, rand01=0.5)
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assert _get(conn, "qobuz.pacing.countToday") == "1"
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def test_gate_open_with_always_open_window(conn):
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# An all-day window (0..24) removes the time-of-day dependency: no prior downloads and no
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# next-allowed set → the gate is open regardless of when the test runs.
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_set(conn, "qobuz.pacing.activeStartHour", "0")
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_set(conn, "qobuz.pacing.activeEndHour", "24")
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assert gate_open(conn) is True
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def test_gate_closed_by_empty_active_window(conn):
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# start == end is an empty window (h >= 5 AND h < 5 is never true) → always closed.
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_set(conn, "qobuz.pacing.activeStartHour", "5")
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_set(conn, "qobuz.pacing.activeEndHour", "5")
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assert gate_open(conn) is False
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def test_gate_closed_when_cap_reached_today(conn):
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_set(conn, "qobuz.pacing.activeStartHour", "0")
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_set(conn, "qobuz.pacing.activeEndHour", "24")
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_set(conn, "qobuz.pacing.dailyCap", "3")
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# Simulate 3 downloads already today.
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with conn.cursor() as cur:
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cur.execute("SELECT current_date::text")
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today = cur.fetchone()[0]
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_set(conn, "qobuz.pacing.countDay", today)
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_set(conn, "qobuz.pacing.countToday", "3")
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assert gate_open(conn) is False
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def test_gate_ignores_stale_count_from_a_previous_day(conn):
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# A high count from yesterday must not keep the gate closed today.
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_set(conn, "qobuz.pacing.activeStartHour", "0")
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_set(conn, "qobuz.pacing.activeEndHour", "24")
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_set(conn, "qobuz.pacing.dailyCap", "3")
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_set(conn, "qobuz.pacing.countDay", "2000-01-01")
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_set(conn, "qobuz.pacing.countToday", "99")
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assert gate_open(conn) is True
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@@ -0,0 +1,85 @@
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"""The Qobuz budget gate, wired into the pipeline: when the gate is closed the job falls through
|
||||
to another source; when open it uses Qobuz and records the download; a Qobuz-only setup is never
|
||||
gated (nothing to fall through to)."""
|
||||
from lyra_worker.adapters.fakes import FakeQobuz, FakeSoulseek
|
||||
from lyra_worker.claim import claim_next
|
||||
from lyra_worker.pipeline import run_pipeline
|
||||
from tests.conftest import insert_request
|
||||
|
||||
|
||||
def _cfg(conn, key, value):
|
||||
with conn.cursor() as cur:
|
||||
cur.execute(
|
||||
'INSERT INTO "Config"(key,value,secret,"updatedAt") VALUES (%s,%s,false,now()) '
|
||||
'ON CONFLICT (key) DO UPDATE SET value=EXCLUDED.value, "updatedAt"=now()',
|
||||
(key, value),
|
||||
)
|
||||
conn.commit()
|
||||
|
||||
|
||||
def _open_gate(conn):
|
||||
_cfg(conn, "qobuz.pacing.activeStartHour", "0")
|
||||
_cfg(conn, "qobuz.pacing.activeEndHour", "24")
|
||||
|
||||
|
||||
def _closed_gate(conn):
|
||||
_cfg(conn, "qobuz.pacing.activeStartHour", "5") # empty window (5..5) → always closed
|
||||
_cfg(conn, "qobuz.pacing.activeEndHour", "5")
|
||||
|
||||
|
||||
def _state(conn, job_id):
|
||||
with conn.cursor() as cur:
|
||||
cur.execute('SELECT state FROM "Job" WHERE id = %s', (job_id,))
|
||||
return cur.fetchone()[0]
|
||||
|
||||
|
||||
def _chosen(conn, job_id):
|
||||
with conn.cursor() as cur:
|
||||
cur.execute('SELECT source FROM "Candidate" WHERE "jobId" = %s AND chosen = true', (job_id,))
|
||||
row = cur.fetchone()
|
||||
return row[0] if row else None
|
||||
|
||||
|
||||
def _cfg_get(conn, key):
|
||||
with conn.cursor() as cur:
|
||||
cur.execute('SELECT value FROM "Config" WHERE key = %s', (key,))
|
||||
row = cur.fetchone()
|
||||
return row[0] if row else None
|
||||
|
||||
|
||||
def test_closed_gate_drops_qobuz_and_falls_through(conn):
|
||||
_closed_gate(conn)
|
||||
job_id = insert_request(conn, artist="Radiohead", album="In Rainbows")
|
||||
claim_next(conn)
|
||||
run_pipeline(conn, job_id, [FakeQobuz(), FakeSoulseek()], dest_root="/tmp/lib-gate")
|
||||
assert _state(conn, job_id) == "imported"
|
||||
assert _chosen(conn, job_id) == "soulseek" # Qobuz dropped by the closed gate
|
||||
|
||||
|
||||
def test_open_gate_uses_qobuz_and_records_the_download(conn):
|
||||
_open_gate(conn)
|
||||
job_id = insert_request(conn, artist="Radiohead", album="In Rainbows")
|
||||
claim_next(conn)
|
||||
run_pipeline(conn, job_id, [FakeQobuz(), FakeSoulseek()], dest_root="/tmp/lib-gate")
|
||||
assert _state(conn, job_id) == "imported"
|
||||
assert _chosen(conn, job_id) == "qobuz"
|
||||
assert _cfg_get(conn, "qobuz.pacing.countToday") == "1" # recorded against today's budget
|
||||
assert _cfg_get(conn, "qobuz.pacing.nextAllowedAt") is not None
|
||||
|
||||
|
||||
def test_qobuz_only_setup_is_never_gated(conn):
|
||||
_closed_gate(conn)
|
||||
job_id = insert_request(conn, artist="Radiohead", album="In Rainbows")
|
||||
claim_next(conn)
|
||||
run_pipeline(conn, job_id, [FakeQobuz()], dest_root="/tmp/lib-gate")
|
||||
assert _state(conn, job_id) == "imported"
|
||||
assert _chosen(conn, job_id) == "qobuz" # not dropped — nothing to fall through to
|
||||
|
||||
|
||||
def test_non_qobuz_download_does_not_touch_the_counter(conn):
|
||||
_closed_gate(conn) # forces Soulseek
|
||||
job_id = insert_request(conn, artist="Radiohead", album="In Rainbows")
|
||||
claim_next(conn)
|
||||
run_pipeline(conn, job_id, [FakeQobuz(), FakeSoulseek()], dest_root="/tmp/lib-gate")
|
||||
assert _chosen(conn, job_id) == "soulseek"
|
||||
assert _cfg_get(conn, "qobuz.pacing.countToday") is None # only Qobuz downloads count
|
||||
Reference in New Issue
Block a user