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import re | ||
from typing import Tuple | ||
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from chromatopy.model import Chromatogram, Data, Measurement, Peak | ||
from chromatopy.readers.abstractreader import AbstractReader | ||
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class AgilentRDLReader(AbstractReader): | ||
def read(self): | ||
measurements = [] | ||
for path_id, path in enumerate(self.file_paths): | ||
lines = self.read_file(path) | ||
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peak_data, sample_name, signal = self.extract_information(lines) | ||
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peak_data = [ | ||
self.align_and_concatenate_columns(*pair) for pair in peak_data | ||
] | ||
peaks = [self.map_peak(peak) for peak in peak_data] | ||
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sample_name = self.align_and_concatenate_columns(*sample_name)[1] | ||
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wavelength = self.extract_wavelength(signal) | ||
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data = Data( | ||
value=self.values[path_id], | ||
unit=self.unit, | ||
data_type=self.mode, | ||
) | ||
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chromatogram = Chromatogram(peaks=peaks, wavelength=wavelength) | ||
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measurements.append( | ||
Measurement( | ||
id=f"m{path_id}", | ||
chromatograms=[chromatogram], | ||
temperature=self.temperature, | ||
temperature_unit=self.temperature_unit, | ||
ph=self.ph, | ||
data=data, | ||
) | ||
) | ||
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if not self.silent: | ||
self.print_success(len(measurements)) | ||
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return measurements | ||
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@staticmethod | ||
def read_file(file_path: str) -> list[str]: | ||
with open(file_path, "r") as file: | ||
lines = file.readlines() | ||
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return lines | ||
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@staticmethod | ||
def extract_information(lines: list[str]) -> Tuple[list[list[str]], list[str], str]: | ||
data = [] | ||
for i, line in enumerate(lines): | ||
# Check for first line with float values after space and pipe characters | ||
if re.search(r"^\s{2}│\s+\d+\.\d+\s+│", line): | ||
line_pair = [line] | ||
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if lines[i + 1].startswith(" │"): | ||
line_pair.append(lines[i + 1]) | ||
else: | ||
line_pair.append("") | ||
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data.append(line_pair) | ||
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if "│Sample Name │" in line: | ||
sample_name = [line] | ||
if lines[i + 1].startswith(" │"): | ||
sample_name.append(lines[i + 1]) | ||
else: | ||
sample_name.append("") | ||
print("") | ||
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if "│Signal:│" in line: | ||
signal = line | ||
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return data, sample_name, signal | ||
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@staticmethod | ||
def extract_wavelength(line: str) -> int | None: | ||
pattern = r"Sig=(\d+)" | ||
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match = re.search(pattern, line) | ||
if match: | ||
return int(match.group(1)) | ||
else: | ||
return None | ||
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@staticmethod | ||
def align_and_concatenate_columns(row1, row2): | ||
# Split each string by the vertical bar '│' and strip whitespace from each column | ||
row1_columns = [col.strip() for col in re.split(r"│", row1) if col] | ||
row2_columns = [col.strip() for col in re.split(r"│", row2) if col] | ||
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# Concatenate aligned columns | ||
aligned_columns = [ | ||
f"{col1}{col2}".strip() for col1, col2 in zip(row1_columns, row2_columns) | ||
] | ||
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return aligned_columns[1:-1] | ||
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@staticmethod | ||
def map_peak(peak_list: list[str]) -> Peak: | ||
return Peak( | ||
retention_time=float(peak_list[0]), | ||
type=peak_list[1], | ||
width=float(peak_list[2]), | ||
area=float(peak_list[3]), | ||
amplitude=float(peak_list[4]), | ||
percent_area=float(peak_list[5]), | ||
) |
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┌──────────────────────────────────────────────────────────────────────────────┐ | ||
│Cross Sequence Summary Report │ | ||
└──────────────────────────────────────────────────────────────────────────────┘ | ||
┌────────────────┬──────────────────────────────────────────────────────────┐ | ||
│Sample Name │M2_MJ_ │ | ||
│ │100_min │ | ||
└────────────────┴──────────────────────────────────────────────────────────┘ | ||
┌───────┬────────────────────────────────────────────────────────────────────┐ | ||
│Signal:│DAD1A,Sig=254,4 Ref=360,100 │ | ||
└───────┴────────────────────────────────────────────────────────────────────┘ | ||
┌───────┬───┬────────┬────────┬───────┬────────┬─────────────────────────────┐ | ||
│ RT │Typ│ Width │ Area │ Height│ Area% │Name │ | ||
│ [min] │e │ [min] │ │ │ │ │ | ||
├───────┼───┼────────┼────────┼───────┼────────┼─────────────────────────────┤ | ||
│ 0.698 │BV │ 0.4062 │ 53. │ 7.2642│ 0.3671 │ │ | ||
│ │ │ │ 0992 │ │ │ │ | ||
├───────┼───┼────────┼────────┼───────┼────────┼─────────────────────────────┤ | ||
│ 1.169 │VV │ 0.8468 │ 6094. │ 783.│ 42. │AMP@1,169min │ | ||
│ │ │ │ 3336 │ 0775│ 1289 │ │ | ||
├───────┼───┼────────┼────────┼───────┼────────┼─────────────────────────────┤ | ||
│ 2.756 │VB │ 0.4315 │ 14. │ 1.9341│ 0.0982 │ │ | ||
│ │ │ │ 2114 │ │ │ │ | ||
├───────┼───┼────────┼────────┼───────┼────────┼─────────────────────────────┤ | ||
│ 3.331 │BV │ 0.7823 │ 7620. │ 925.│ 52. │ADP@3,327min │ | ||
│ │ │ │ 7030 │ 5433│ 6804 │ │ | ||
├───────┼───┼────────┼────────┼───────┼────────┼─────────────────────────────┤ | ||
│ 3.974 │VB │ 1.5648 │ 381. │ 55.│ 2.6397 │ │ | ||
│ │ │ │ 8593 │ 0016│ │ │ | ||
├───────┼───┼────────┼────────┼───────┼────────┼─────────────────────────────┤ | ||
│ 5.770 │BB │ 1.0452 │ 301. │ 22.│ 2.0856 │ATP@5,720min │ | ||
│ │ │ │ 7014 │ 1066│ │ │ | ||
├───────┼───┼────────┼────────┼───────┼────────┼─────────────────────────────┤ | ||
│ │ │ Sum │ 14465. │ │ │ │ | ||
│ │ │ │ 9079 │ │ │ │ | ||
└───────┴───┴────────┴────────┴───────┴────────┴─────────────────────────────┘ | ||
┌───────────────────────────┬────────────────────────────────┬─────────────────┐ | ||
│D:\CDSProjects\JNS\Report │ Printed: 2024-10-20 │ Page 1 of 1 │ | ||
│Templates\Export_for_ │ 16:25:44+02:00 │ │ | ||
│python.rdl [Rev. 2.0] │ │ │ | ||
════════════════════════════════════════════════════════════════════════════════ |