|
| 1 | +import os |
| 2 | +import numpy as np |
| 3 | +import pytest |
| 4 | +import tempfile |
| 5 | +import zipfile |
| 6 | + |
| 7 | +from wfdb import rdrecord, wrsamp |
| 8 | +from wfdb.io.archive import WFDBArchive |
| 9 | + |
| 10 | + |
| 11 | +np.random.seed(1234) |
| 12 | + |
| 13 | + |
| 14 | +@pytest.fixture |
| 15 | +def temp_record(): |
| 16 | + """ |
| 17 | + Create a temporary WFDB record and archive for testing. |
| 18 | +
|
| 19 | + This fixture generates a synthetic 2-channel signal, writes it to a temporary |
| 20 | + directory using `wrsamp`, then creates an uncompressed `.wfdb` archive (ZIP container) |
| 21 | + containing the `.hea` and `.dat` files. The archive is used to test read/write |
| 22 | + round-trip support for WFDB archives. |
| 23 | +
|
| 24 | + Yields |
| 25 | + ------ |
| 26 | + dict |
| 27 | + A dictionary containing: |
| 28 | + - 'record_name': Path to the record base name (without extension). |
| 29 | + - 'archive_path': Full path to the created `.wfdb` archive. |
| 30 | + - 'original_signal': The original NumPy array of the signal. |
| 31 | + - 'fs': The sampling frequency. |
| 32 | + """ |
| 33 | + with tempfile.TemporaryDirectory() as tmpdir: |
| 34 | + record_basename = "testrecord" |
| 35 | + fs = 250 |
| 36 | + sig_len = 1000 |
| 37 | + sig = (np.random.randn(sig_len, 2) * 1000).astype(np.float32) |
| 38 | + |
| 39 | + # Write into tmpdir with record name only |
| 40 | + wrsamp( |
| 41 | + record_name=record_basename, |
| 42 | + fs=fs, |
| 43 | + units=["mV", "mV"], |
| 44 | + sig_name=["I", "II"], |
| 45 | + p_signal=sig, |
| 46 | + fmt=["24", "24"], |
| 47 | + adc_gain=[200.0, 200.0], |
| 48 | + baseline=[0, 0], |
| 49 | + write_dir=tmpdir, |
| 50 | + ) |
| 51 | + |
| 52 | + # Construct full paths for archive creation |
| 53 | + hea_path = os.path.join(tmpdir, record_basename + ".hea") |
| 54 | + dat_path = os.path.join(tmpdir, record_basename + ".dat") |
| 55 | + archive_path = os.path.join(tmpdir, record_basename + ".wfdb") |
| 56 | + |
| 57 | + WFDBArchive.create_archive( |
| 58 | + None, |
| 59 | + file_list=[hea_path, dat_path], |
| 60 | + output_path=archive_path, |
| 61 | + ) |
| 62 | + |
| 63 | + yield { |
| 64 | + "record_name": os.path.join(tmpdir, record_basename), |
| 65 | + "archive_path": archive_path, |
| 66 | + "original_signal": sig, |
| 67 | + "fs": fs, |
| 68 | + } |
| 69 | + |
| 70 | + |
| 71 | +def test_wfdb_archive_inline_round_trip(): |
| 72 | + """ |
| 73 | + There are two ways of creating an archive: |
| 74 | +
|
| 75 | + 1. Inline archive creation via wrsamp(..., wfdb_archive=...) |
| 76 | + This creates the .hea and .dat files directly inside the archive as part of the record writing step. |
| 77 | +
|
| 78 | + 2. Two-step creation via wrsamp(...) followed by WFDBArchive.create_archive(...) |
| 79 | + This writes regular WFDB files to disk, which are then added to an archive container afterward. |
| 80 | +
|
| 81 | + Test round-trip read/write using inline archive creation via `wrsamp(..., wfdb_archive=...)`. |
| 82 | + """ |
| 83 | + with tempfile.TemporaryDirectory() as tmpdir: |
| 84 | + record_basename = "testrecord" |
| 85 | + record_path = os.path.join(tmpdir, record_basename) |
| 86 | + archive_path = record_path + ".wfdb" |
| 87 | + fs = 250 |
| 88 | + sig_len = 1000 |
| 89 | + sig = (np.random.randn(sig_len, 2) * 1000).astype(np.float32) |
| 90 | + |
| 91 | + # Create archive inline |
| 92 | + wfdb_archive = WFDBArchive(record_basename, mode="w") |
| 93 | + wrsamp( |
| 94 | + record_name=record_basename, |
| 95 | + fs=fs, |
| 96 | + units=["mV", "mV"], |
| 97 | + sig_name=["I", "II"], |
| 98 | + p_signal=sig, |
| 99 | + fmt=["24", "24"], |
| 100 | + adc_gain=[200.0, 200.0], |
| 101 | + baseline=[0, 0], |
| 102 | + write_dir=tmpdir, |
| 103 | + wfdb_archive=wfdb_archive, |
| 104 | + ) |
| 105 | + wfdb_archive.close() |
| 106 | + |
| 107 | + assert os.path.exists(archive_path), "Archive was not created" |
| 108 | + |
| 109 | + # Read back from archive |
| 110 | + record = rdrecord(archive_path) |
| 111 | + |
| 112 | + assert record.fs == fs |
| 113 | + assert record.n_sig == 2 |
| 114 | + assert record.p_signal.shape == sig.shape |
| 115 | + |
| 116 | + # Add tolerance to account for loss of precision during archive round-trip |
| 117 | + np.testing.assert_allclose(record.p_signal, sig, rtol=1e-2, atol=3e-3) |
| 118 | + |
| 119 | + |
| 120 | +def test_wfdb_archive_round_trip(temp_record): |
| 121 | + record_name = temp_record["record_name"] |
| 122 | + archive_path = temp_record["archive_path"] |
| 123 | + original_signal = temp_record["original_signal"] |
| 124 | + fs = temp_record["fs"] |
| 125 | + |
| 126 | + assert os.path.exists(archive_path), "Archive was not created" |
| 127 | + |
| 128 | + record = rdrecord(archive_path) |
| 129 | + |
| 130 | + assert record.fs == fs |
| 131 | + assert record.n_sig == 2 |
| 132 | + assert record.p_signal.shape == original_signal.shape |
| 133 | + |
| 134 | + # Add tolerance to account for loss of precision during archive round-trip |
| 135 | + np.testing.assert_allclose(record.p_signal, original_signal, rtol=1e-2, |
| 136 | + atol=3e-3) |
| 137 | + |
| 138 | + |
| 139 | +def test_archive_read_subset_channels(temp_record): |
| 140 | + """ |
| 141 | + Test reading a subset of channels from an archive. |
| 142 | + """ |
| 143 | + archive_path = temp_record["archive_path"] |
| 144 | + original_signal = temp_record["original_signal"] |
| 145 | + |
| 146 | + record = rdrecord(archive_path, channels=[1]) |
| 147 | + |
| 148 | + assert record.n_sig == 1 |
| 149 | + assert record.p_signal.shape[0] == original_signal.shape[0] |
| 150 | + |
| 151 | + # Add tolerance to account for loss of precision during archive round-trip |
| 152 | + np.testing.assert_allclose(record.p_signal[:, 0], original_signal[:, 1], |
| 153 | + rtol=1e-2, atol=3e-3) |
| 154 | + |
| 155 | + |
| 156 | +def test_archive_read_partial_samples(temp_record): |
| 157 | + """ |
| 158 | + Test reading a sample range from the archive. |
| 159 | + """ |
| 160 | + archive_path = temp_record["archive_path"] |
| 161 | + original_signal = temp_record["original_signal"] |
| 162 | + |
| 163 | + start, stop = 100, 200 |
| 164 | + record = rdrecord(archive_path, sampfrom=start, sampto=stop) |
| 165 | + |
| 166 | + assert record.p_signal.shape == (stop - start, original_signal.shape[1]) |
| 167 | + np.testing.assert_allclose(record.p_signal, original_signal[start:stop], rtol=1e-2, atol=1e-3) |
| 168 | + |
| 169 | + |
| 170 | +def test_archive_missing_file_error(temp_record): |
| 171 | + """ |
| 172 | + Ensure appropriate error is raised when expected files are missing from the archive. |
| 173 | + """ |
| 174 | + archive_path = temp_record["archive_path"] |
| 175 | + |
| 176 | + # Remove one file from archive (e.g. the .dat file) |
| 177 | + with zipfile.ZipFile(archive_path, "a") as zf: |
| 178 | + zf_name = [name for name in zf.namelist() if name.endswith(".dat")][0] |
| 179 | + zf.fp = None # Prevent auto-close bug in some zipfile implementations |
| 180 | + os.rename(archive_path, archive_path + ".bak") |
| 181 | + with zipfile.ZipFile(archive_path + ".bak", "r") as zin, \ |
| 182 | + zipfile.ZipFile(archive_path, "w") as zout: |
| 183 | + for item in zin.infolist(): |
| 184 | + if not item.filename.endswith(".dat"): |
| 185 | + zout.writestr(item, zin.read(item.filename)) |
| 186 | + os.remove(archive_path + ".bak") |
| 187 | + |
| 188 | + with pytest.raises(FileNotFoundError, match=".*\.dat.*"): |
| 189 | + rdrecord(archive_path) |
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