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src/depiction/calibration/deprecated/tests/test_calibrate_image_integration.py
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import os | ||
import unittest | ||
from tempfile import TemporaryDirectory | ||
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import numpy as np | ||
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from depiction.calibration.deprecated.calibrate_image import CalibrateImage | ||
from tests.integration.integration_test_utils import IntegrationTestUtils | ||
from depiction.parallel_ops.parallel_config import ParallelConfig | ||
from depiction.persistence import ImzmlModeEnum, ImzmlReadFile, ImzmlWriteFile | ||
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class TestCalibrateImageIntegration(unittest.TestCase): | ||
def setUp(self): | ||
self.tmp_dir = TemporaryDirectory() | ||
self.addCleanup(self.tmp_dir.cleanup) | ||
self.mock_input_file_path = os.path.join(self.tmp_dir.name, "input.imzML") | ||
self.mock_output_file_path = os.path.join(self.tmp_dir.name, "output.imzML") | ||
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def test_calibrate_image(self): | ||
mz_list = np.linspace(100, 110, 23) | ||
mz_list_outlier = mz_list.copy() | ||
mz_list_outlier[10] += 0.3 | ||
mz_ref = mz_list[2::5] | ||
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mz_arr_list = np.array([mz_list, mz_list + 0.1, mz_list - 0.2, mz_list_outlier]) | ||
int_arr_list = np.full_like(mz_arr_list, 1.0) | ||
int_arr_list[..., 2::5] = 10.0 | ||
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IntegrationTestUtils.populate_test_file( | ||
path=self.mock_input_file_path, | ||
mz_arr_list=mz_arr_list, | ||
int_arr_list=int_arr_list, | ||
imzml_mode=ImzmlModeEnum.PROCESSED, | ||
) | ||
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read_file = ImzmlReadFile(self.mock_input_file_path) | ||
write_file = ImzmlWriteFile(self.mock_output_file_path, imzml_mode=ImzmlModeEnum.PROCESSED) | ||
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calibrate = CalibrateImage( | ||
reference_mz=mz_ref, | ||
model_type="linear", | ||
parallel_config=ParallelConfig(n_jobs=2, task_size=None), | ||
output_store=None, | ||
) | ||
calibrate.calibrate_image(read_file=read_file, write_file=write_file) | ||
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# read the results | ||
with ImzmlReadFile(self.mock_output_file_path).reader() as reader: | ||
spectra = reader.get_spectra([0, 1, 2, 3]) | ||
self.assertEqual(ImzmlModeEnum.PROCESSED, reader.imzml_mode) | ||
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for i_spectrum in range(4): | ||
mz_arr = spectra[0][i_spectrum] | ||
int_arr = spectra[1][i_spectrum] | ||
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mz_peak = mz_arr[int_arr == 10.0] | ||
# TODO ideally this would be as close to zero as possible: | ||
print(mz_peak - mz_ref) | ||
# but in practice it currently is not. | ||
# it needs to be checked why this is the case... | ||
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print() | ||
# check the delta from the input | ||
print(spectra[0]) | ||
print() | ||
print(spectra[1]) | ||
delta = mz_arr_list - spectra[0] | ||
print(delta) | ||
self.assertFalse(True) | ||
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if __name__ == "__main__": | ||
unittest.main() |
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