"""Tests for range analysis pipeline — Essentia mocked out.""" import uuid from datetime import datetime, timezone from unittest.mock import AsyncMock, MagicMock, patch import numpy as np import pytest from worker.analyzers.base import AnalysisResult from worker.pipeline.analyse_range import run_range_analysis, slice_audio def test_slice_audio_correct_samples(): sr = 44100 audio = np.ones(sr * 10, dtype=np.float32) # 10 seconds sliced = slice_audio(audio, sr, start_ms=2000, end_ms=5000) expected_len = int(3.0 * sr) # 3 seconds assert abs(len(sliced) - expected_len) <= sr * 0.01 # within 10ms def test_slice_audio_preserves_content(): sr = 44100 audio = np.arange(sr * 10, dtype=np.float32) sliced = slice_audio(audio, sr, start_ms=0, end_ms=1000) assert sliced[0] == 0.0 assert len(sliced) == sr @pytest.mark.asyncio async def test_run_range_analysis_merges_results(): """All analyzers are mocked — tests the merge + DB write logic.""" from worker.analyzers.bpm import BPMAnalyzer from worker.analyzers.key import KeyAnalyzer from worker.analyzers.loudness import LoudnessAnalyzer audio = np.sin(np.linspace(0, 2 * np.pi * 5, 44100 * 5)).astype(np.float32) sr = 44100 version_id = uuid.uuid4() annotation_id = uuid.uuid4() mock_session = AsyncMock() mock_session.get = AsyncMock(return_value=None) mock_session.add = MagicMock() mock_session.commit = AsyncMock() result_mock = AsyncMock() result_mock.scalar_one_or_none.return_value = None mock_session.execute.return_value = result_mock with ( patch.object( BPMAnalyzer, "analyze", return_value=AnalysisResult("bpm", {"bpm": 120.0, "bpm_confidence": 0.9}), ), patch.object( KeyAnalyzer, "analyze", return_value=AnalysisResult("key", {"key": "A minor", "scale": "minor", "key_confidence": 0.8}), ), patch.object( LoudnessAnalyzer, "analyze", return_value=AnalysisResult( "loudness", {"avg_loudness_lufs": -18.0, "peak_loudness_dbfs": -6.0, "energy": 0.5}, ), ), ): result = await run_range_analysis( audio=audio, sample_rate=sr, version_id=version_id, annotation_id=annotation_id, start_ms=0, end_ms=5000, session=mock_session, ) assert result["bpm"] == 120.0 assert result["key"] == "A minor" assert result["avg_loudness_lufs"] == -18.0 mock_session.add.assert_called_once() @pytest.mark.asyncio async def test_run_range_analysis_handles_analyzer_failure(): """If one analyzer raises, others should still run.""" from worker.analyzers.bpm import BPMAnalyzer from worker.analyzers.chroma import ChromaAnalyzer audio = np.ones(44100, dtype=np.float32) mock_session = AsyncMock() result_mock = AsyncMock() result_mock.scalar_one_or_none.return_value = None mock_session.execute.return_value = result_mock mock_session.add = MagicMock() mock_session.commit = AsyncMock() with ( patch.object(BPMAnalyzer, "analyze", side_effect=RuntimeError("Essentia not available")), patch.object( ChromaAnalyzer, "analyze", return_value=AnalysisResult("chroma", {"chroma_vector": [0.1] * 12}), ), ): result = await run_range_analysis( audio=audio, sample_rate=44100, version_id=uuid.uuid4(), annotation_id=uuid.uuid4(), start_ms=0, end_ms=1000, session=mock_session, ) # bpm should be None (failed), chroma should be present assert result.get("bpm") is None assert result.get("chroma_vector") == [0.1] * 12 @pytest.mark.asyncio async def test_run_range_analysis_empty_slice_raises(): audio = np.array([], dtype=np.float32) with pytest.raises(ValueError, match="Empty audio slice"): await run_range_analysis( audio=audio, sample_rate=44100, version_id=uuid.uuid4(), annotation_id=uuid.uuid4(), start_ms=0, end_ms=0, session=AsyncMock(), )