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e49c006 26c0314 | 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 56 57 58 59 60 61 62 63 64 65 66 67 68 69 70 71 72 73 74 75 76 77 78 79 80 81 82 83 84 85 86 87 88 89 90 91 92 93 94 95 96 97 98 99 100 101 102 103 104 105 106 107 108 109 110 111 112 113 114 115 116 117 118 119 120 121 122 123 124 125 126 127 128 129 130 131 132 133 134 135 136 137 138 139 140 141 142 143 144 145 146 147 148 149 150 151 152 153 154 155 156 157 158 159 160 161 162 163 164 165 166 167 168 169 170 171 172 173 174 175 176 177 178 179 180 181 182 183 184 185 186 187 188 189 190 191 192 193 194 195 196 197 198 199 200 201 202 203 204 205 206 207 208 209 210 211 212 213 214 215 216 217 218 219 220 221 222 223 224 225 226 227 228 229 230 231 232 233 234 235 236 237 238 239 240 241 242 243 244 245 246 247 248 249 250 251 252 253 254 255 256 257 258 259 260 261 262 263 264 265 266 267 268 269 270 271 272 273 274 275 276 277 278 279 280 281 282 283 284 285 286 287 288 289 290 291 292 293 294 295 296 297 298 299 300 301 302 303 304 305 306 307 308 309 310 311 312 313 314 315 316 317 318 319 320 321 322 323 324 325 | """
Tests for the Creator Studio AI Remix engine (/api/remix/blend).
Uses real synthesized audio — a pure tone for basic plumbing/error-path
tests, and a click track (periodic impulses) for tempo-detection tests,
since librosa.beat.beat_track needs actual rhythmic structure to lock onto.
"""
import io
import json
import numpy as np
import pytest
import soundfile as sf
from fastapi.testclient import TestClient
from app.routes.remix import _remix_rate_store
@pytest.fixture(autouse=True)
def _reset_remix_rate_limiter():
"""The rate limiter's store is module-level and shared across every
test in this file (6 requests/60s per IP, and TestClient always uses
the same fake client IP) — without resetting it, tests that pass in
isolation start failing with 429 once enough tests run before them in
the same process."""
_remix_rate_store.clear()
yield
_remix_rate_store.clear()
def _tone_wav(freq: float = 440.0, duration: float = 3.0, sr: int = 22050) -> io.BytesIO:
t = np.linspace(0, duration, int(sr * duration))
y = (0.3 * np.sin(2 * np.pi * freq * t)).astype(np.float32)
buf = io.BytesIO()
sf.write(buf, y, sr, format="WAV")
buf.seek(0)
return buf
def _click_track_wav(bpm: float, duration: float = 6.0, sr: int = 22050) -> io.BytesIO:
"""A percussive click every beat at the given BPM — enough rhythmic
structure for librosa's onset-based beat tracker to detect real tempo."""
n_samples = int(sr * duration)
y = np.zeros(n_samples, dtype=np.float32)
beat_interval_sec = 60.0 / bpm
click_len = int(sr * 0.02)
decay = np.exp(-np.linspace(0, 12, click_len)).astype(np.float32)
t = 0.0
while t < duration:
start = int(t * sr)
end = min(start + click_len, n_samples)
y[start:end] += decay[: end - start]
t += beat_interval_sec
buf = io.BytesIO()
sf.write(buf, y, sr, format="WAV")
buf.seek(0)
return buf
def _valid_options(**overrides) -> str:
base = {"matchTempo": True, "matchKey": False, "crossfadeSeconds": 2.0, "crossfadeCurve": "equal_power"}
base.update(overrides)
return json.dumps(base)
def test_remix_blend_rejects_non_audio_track_a(client: TestClient) -> None:
response = client.post(
"/api/remix/blend",
data={"options": _valid_options()},
files={
"track_a": ("a.txt", io.BytesIO(b"not audio"), "text/plain"),
"track_b": ("b.wav", _tone_wav(440), "audio/wav"),
},
)
assert response.status_code == 400
assert response.json()["detail"]["code"] == "invalid_file_type"
def test_remix_blend_rejects_non_audio_track_b(client: TestClient) -> None:
response = client.post(
"/api/remix/blend",
data={"options": _valid_options()},
files={
"track_a": ("a.wav", _tone_wav(440), "audio/wav"),
"track_b": ("b.bin", io.BytesIO(b"not audio"), "application/octet-stream"),
},
)
assert response.status_code == 400
assert response.json()["detail"]["code"] == "invalid_file_type"
def test_remix_blend_rejects_invalid_options_json(client: TestClient) -> None:
response = client.post(
"/api/remix/blend",
data={"options": "{not json"},
files={
"track_a": ("a.wav", _tone_wav(440), "audio/wav"),
"track_b": ("b.wav", _tone_wav(220), "audio/wav"),
},
)
assert response.status_code == 422
def test_remix_blend_rejects_silent_track(client: TestClient) -> None:
silent = io.BytesIO()
sf.write(silent, np.zeros(22050, dtype=np.float32), 22050, format="WAV")
silent.seek(0)
response = client.post(
"/api/remix/blend",
data={"options": _valid_options()},
files={
"track_a": ("a.wav", silent, "audio/wav"),
"track_b": ("b.wav", _tone_wav(440), "audio/wav"),
},
)
assert response.status_code == 400
assert response.json()["detail"]["code"] == "validation_error"
def test_remix_blend_returns_wav_with_analysis_header(client: TestClient) -> None:
response = client.post(
"/api/remix/blend",
data={"options": _valid_options(matchTempo=False)},
files={
"track_a": ("a.wav", _tone_wav(440, duration=2.0), "audio/wav"),
"track_b": ("b.wav", _tone_wav(330, duration=2.0), "audio/wav"),
},
)
assert response.status_code == 200
assert response.headers["content-type"] == "audio/wav"
assert "X-Remix-Analysis" in response.headers
analysis = json.loads(response.headers["X-Remix-Analysis"])
assert "trackABpm" in analysis or "track_a_bpm" in analysis # camelCase alias in JSON
assert response.content[:4] == b"RIFF"
def test_remix_blend_output_is_real_blended_audio_not_passthrough(client: TestClient) -> None:
"""The output WAV must actually contain a crossfaded blend — verify via
duration: two 2s tracks with a 1s crossfade should yield ~3s of audio,
not 2s (passthrough) or 4s (naive concatenation)."""
response = client.post(
"/api/remix/blend",
data={"options": _valid_options(matchTempo=False, crossfadeSeconds=1.0)},
files={
"track_a": ("a.wav", _tone_wav(440, duration=2.0), "audio/wav"),
"track_b": ("b.wav", _tone_wav(330, duration=2.0), "audio/wav"),
},
)
assert response.status_code == 200
y, sr = sf.read(io.BytesIO(response.content))
duration = len(y) / sr
assert 2.8 < duration < 3.2
def test_remix_blend_matches_tempo_with_click_tracks(client: TestClient) -> None:
"""Two click tracks at different real BPMs: with matchTempo on, the
engine must detect both tempos and report a non-trivial stretch rate."""
response = client.post(
"/api/remix/blend",
data={"options": _valid_options(matchTempo=True, crossfadeSeconds=1.0)},
files={
"track_a": ("a.wav", _click_track_wav(120.0), "audio/wav"),
"track_b": ("b.wav", _click_track_wav(140.0), "audio/wav"),
},
)
assert response.status_code == 200
analysis_raw = response.headers["X-Remix-Analysis"]
analysis = json.loads(analysis_raw)
bpm_a = analysis.get("track_a_bpm", analysis.get("trackABpm"))
bpm_b = analysis.get("track_b_bpm", analysis.get("trackBBpm"))
stretch = analysis.get("applied_stretch_rate", analysis.get("appliedStretchRate"))
assert bpm_a > 1 # real beat detected, not the "beatless" 0 fallback
assert bpm_b > 1
assert stretch != 1.0 # tempos differed, so a real stretch must have been applied
def test_remix_blend_rate_limit(client: TestClient) -> None:
last_status = None
for _ in range(7):
response = client.post(
"/api/remix/blend",
data={"options": _valid_options(matchTempo=False)},
files={
"track_a": ("a.wav", _tone_wav(440, duration=0.5), "audio/wav"),
"track_b": ("b.wav", _tone_wav(330, duration=0.5), "audio/wav"),
},
)
last_status = response.status_code
assert last_status == 429
# ── Multitrack mixer tests ───────────────────────────────────────────
def test_multitrack_rejects_too_few_tracks(client: TestClient) -> None:
response = client.post(
"/api/remix/multitrack",
files={"tracks": ("a.wav", _tone_wav(440, duration=1.0), "audio/wav")},
)
assert response.status_code == 400
assert response.json()["detail"]["code"] == "invalid_track_count"
def test_multitrack_rejects_too_many_tracks(client: TestClient) -> None:
files = [
("tracks", (f"t{i}.wav", _tone_wav(220 + i * 20, duration=0.5), "audio/wav"))
for i in range(7)
]
response = client.post("/api/remix/multitrack", files=files)
assert response.status_code == 400
assert response.json()["detail"]["code"] == "invalid_track_count"
def test_multitrack_rejects_non_audio_track(client: TestClient) -> None:
files = [
("tracks", ("a.wav", _tone_wav(440, duration=1.0), "audio/wav")),
("tracks", ("b.txt", io.BytesIO(b"not audio"), "text/plain")),
]
response = client.post("/api/remix/multitrack", files=files)
assert response.status_code == 400
assert response.json()["detail"]["code"] == "invalid_file_type"
def test_multitrack_rejects_invalid_options_json(client: TestClient) -> None:
files = [
("tracks", ("a.wav", _tone_wav(440, duration=1.0), "audio/wav")),
("tracks", ("b.wav", _tone_wav(330, duration=1.0), "audio/wav")),
]
response = client.post(
"/api/remix/multitrack",
data={"options": "{not json"},
files=files,
)
assert response.status_code == 422
def test_multitrack_mixes_three_tracks_and_reports_channels(client: TestClient) -> None:
files = [
("tracks", ("a.wav", _tone_wav(220, duration=2.0), "audio/wav")),
("tracks", ("b.wav", _tone_wav(330, duration=2.0), "audio/wav")),
("tracks", ("c.wav", _tone_wav(440, duration=2.0), "audio/wav")),
]
options = json.dumps({
"channels": [
{"gainDb": 0.0, "pan": -1.0, "muted": False},
{"gainDb": -6.0, "pan": 0.0, "muted": False},
{"gainDb": 0.0, "pan": 1.0, "muted": False},
],
"normalizeOutput": True,
})
response = client.post(
"/api/remix/multitrack",
data={"options": options},
files=files,
)
assert response.status_code == 200
assert response.headers["content-type"] == "audio/wav"
assert "X-Multitrack-Analysis" in response.headers
analysis = json.loads(response.headers["X-Multitrack-Analysis"])
channels = analysis.get("channels", [])
assert len(channels) == 3
assert all(not c["muted"] for c in channels)
# Output must be real stereo audio at the expected duration.
y, sr = sf.read(io.BytesIO(response.content))
assert y.ndim == 2 and y.shape[1] == 2
assert abs(len(y) / sr - 2.0) < 0.1
def test_multitrack_muted_track_excluded_from_mix(client: TestClient) -> None:
"""A muted track's audio must not appear in the panned-left channel."""
files = [
("tracks", ("a.wav", _tone_wav(220, duration=1.5), "audio/wav")),
("tracks", ("b.wav", _tone_wav(330, duration=1.5), "audio/wav")),
]
options = json.dumps({
"channels": [
{"gainDb": 0.0, "pan": 0.0, "muted": True},
{"gainDb": 0.0, "pan": 0.0, "muted": False},
],
})
response = client.post(
"/api/remix/multitrack",
data={"options": options},
files=files,
)
assert response.status_code == 200
analysis = json.loads(response.headers["X-Multitrack-Analysis"])
channels = analysis["channels"]
assert channels[0]["muted"] is True
assert channels[0]["peakLevel"] == 0.0
assert channels[1]["muted"] is False
assert channels[1]["peakLevel"] > 0.0
def test_multitrack_prevents_clipping_when_normalized(client: TestClient) -> None:
"""Six loud, centered tracks summed together would clip well past
1.0 without normalization — verify the output never does."""
files = [
("tracks", (f"t{i}.wav", _tone_wav(200 + i * 50, duration=1.0), "audio/wav"))
for i in range(6)
]
options = json.dumps({
"channels": [{"gainDb": 6.0, "pan": 0.0, "muted": False} for _ in range(6)],
"normalizeOutput": True,
})
response = client.post(
"/api/remix/multitrack",
data={"options": options},
files=files,
)
assert response.status_code == 200
y, sr = sf.read(io.BytesIO(response.content))
assert float(np.max(np.abs(y))) <= 1.0
analysis = json.loads(response.headers["X-Multitrack-Analysis"])
assert analysis["clippingPrevented"] is True
assert analysis["outputPeakLevel"] <= 1.0
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