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176 changes: 176 additions & 0 deletions .gitignore
Original file line number Diff line number Diff line change
@@ -0,0 +1,176 @@
## cmake
CMakeLists.txt.user
CMakeCache.txt
CMakeFiles
CMakeScripts
Testing
Makefile
cmake_install.cmake
install_manifest.txt
compile_commands.json
CTestTestfile.cmake
_deps
CMakeUserPresets.json

# Byte-compiled / optimized / DLL files
__pycache__/
*.py[cod]
*$py.class

# C extensions
*.so

# Distribution / packaging
.Python
build/
develop-eggs/
dist/
downloads/
eggs/
.eggs/
lib/
lib64/
parts/
sdist/
var/
wheels/
share/python-wheels/
*.egg-info/
.installed.cfg
*.egg
MANIFEST

# PyInstaller
# Usually these files are written by a python script from a template
# before PyInstaller builds the exe, so as to inject date/other infos into it.
*.manifest
*.spec

# Installer logs
pip-log.txt
pip-delete-this-directory.txt

# Unit test / coverage reports
htmlcov/
.tox/
.nox/
.coverage
.coverage.*
.cache
nosetests.xml
coverage.xml
*.cover
*.py,cover
.hypothesis/
.pytest_cache/
cover/

# Translations
*.mo
*.pot

# Django stuff:
*.log
local_settings.py
db.sqlite3
db.sqlite3-journal

# Flask stuff:
instance/
.webassets-cache

# Scrapy stuff:
.scrapy

# Sphinx documentation
docs/_build/

# PyBuilder
.pybuilder/
target/

# Jupyter Notebook
.ipynb_checkpoints

# IPython
profile_default/
ipython_config.py

# pyenv
# For a library or package, you might want to ignore these files since the code is
# intended to run in multiple environments; otherwise, check them in:
# .python-version

# pipenv
# According to pypa/pipenv#598, it is recommended to include Pipfile.lock in version control.
# However, in case of collaboration, if having platform-specific dependencies or dependencies
# having no cross-platform support, pipenv may install dependencies that don't work, or not
# install all needed dependencies.
#Pipfile.lock

# poetry
# Similar to Pipfile.lock, it is generally recommended to include poetry.lock in version control.
# This is especially recommended for binary packages to ensure reproducibility, and is more
# commonly ignored for libraries.
# https://python-poetry.org/docs/basic-usage/#commit-your-poetrylock-file-to-version-control
#poetry.lock

# pdm
# Similar to Pipfile.lock, it is generally recommended to include pdm.lock in version control.
#pdm.lock
# pdm stores project-wide configurations in .pdm.toml, but it is recommended to not include it
# in version control.
# https://pdm.fming.dev/latest/usage/project/#working-with-version-control
.pdm.toml
.pdm-python
.pdm-build/

# PEP 582; used by e.g. github.com/David-OConnor/pyflow and github.com/pdm-project/pdm
__pypackages__/

# Celery stuff
celerybeat-schedule
celerybeat.pid

# SageMath parsed files
*.sage.py

# Environments
.env
.venv
env/
venv/
ENV/
env.bak/
venv.bak/

# Spyder project settings
.spyderproject
.spyproject

# Rope project settings
.ropeproject

# mkdocs documentation
/site

# mypy
.mypy_cache/
.dmypy.json
dmypy.json

# Pyre type checker
.pyre/

# pytype static type analyzer
.pytype/

# Cython debug symbols
cython_debug/

# PyCharm
# JetBrains specific template is maintained in a separate JetBrains.gitignore that can
# be found at https://github.com/github/gitignore/blob/main/Global/JetBrains.gitignore
# and can be added to the global gitignore or merged into this file. For a more nuclear
# option (not recommended) you can uncomment the following to ignore the entire idea folder.
#.idea/
87 changes: 62 additions & 25 deletions bin/generate_queries_from_mgf_mzml.py
Original file line number Diff line number Diff line change
Expand Up @@ -2,7 +2,7 @@

import argparse

import pyopenms
import re

# Constants
HYDROGEN_MONO_MASS = 1.007825035
Expand Down Expand Up @@ -71,32 +71,69 @@ def parse_mgf(in_file, ppm):

def parse_mzml(mzml_file, ppm):
''' Read all MS2 precursors from mzML '''
# Load MZML
exp = pyopenms.MSExperiment()
pyopenms.MzMLFile().load(mzml_file, exp)

entries = []
for spectrum in exp.getSpectra():
if spectrum.getMSLevel() == 2:
precs = spectrum.getPrecursors()
if len(precs) != 1:
raise Exception("Unexpected number of precursors in a MS2-Spectrum")
else:
# Get mz and Charge
pepmass = precs[0].getMZ()
charge = precs[0].getCharge()

# Convert peptide mass to Da
da = (float(pepmass) * float(charge)) - (HYDROGEN_MONO_MASS * float(charge))
da = da - WATER_MASS # Subsract H2O-Mass, due to Protein-Graphs not encoding the water mass

# Get lower and upper limit
lower = da - (da / 1000000) * ppm
upper = da + (da / 1000000) * ppm

# Append to entries
entries.append((lower, upper))
with open(mzml_file, "r") as in_file:
# Save all queries in entries
entries = []

# Iterate linewise
in_spectrum = False
in_precursor = False
pepmass = -1
charge = 0
for line in in_file:
# Set in_entry, since we are in a MS2-Spectrum-Entry
if line.strip().startswith("<spectrum "):
in_spectrum = True
continue

if in_spectrum:
if line.strip().startswith("<precursor"):
in_precursor = True
continue

if in_precursor:
# # If in_entry, extract the charge and peptide mass
if line.strip().startswith("<cvParam "):
if 'accession="MS:1000744"' in line: # "selected ion m/z"
m = re.match(r'.*value="([^"]+)".*', line)
if m.group(1):
pepmass = float(m.group(1))
continue
if 'accession="MS:1000041"' in line: # "charge state"
m = re.match(r'.*value="([^"]+)".*', line)
if m.group(1):
charge = int(m.group(1))
continue

if line.strip().startswith("</precursor"):
if (pepmass > 0) and (charge != 0):
# If yes: save the query:
# Convert peptide mass to Da
da = (float(pepmass) * float(charge)) - (HYDROGEN_MONO_MASS * float(charge))
da = da - WATER_MASS # Subtract H2O-Mass, as Protein-Graphs don't encode the water mass

# Get lower and upper limit
lower = da - (da / 1000000) * args.ppm
upper = da + (da / 1000000) * args.ppm

# Append to entries
entries.append((lower, upper))
elif (pepmass > 0):
print("no charge: " + pepmass)

in_precursor = False
pepmass = -1
charge = 0


if line.strip().startswith("</spectrum"):
# Reset state
in_spectrum = False
in_precursor = False
pepmass = -1
charge = 0

return entries


Expand Down
3 changes: 0 additions & 3 deletions compile_and_setup_depencies.sh
Original file line number Diff line number Diff line change
Expand Up @@ -86,9 +86,6 @@ pip install lxml
pip install git+https://github.com/mafreitas/tdf2mzml
# Needed to convert Bruker to mgf
pip install alphatims
# Needed to convert Bruker to mgf
pip install pyopenms



##### Make all files in bin executable (excluding sub-directories) to be visible by processes in Nextflow
Expand Down