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Python module to load xmgrace plots into numpy arrays
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#!/usr/bin/env python | |
# Copyright (c) 2015-2023 Mikael Lund | |
# | |
# Redistribution and use in source and binary forms, with or without | |
# modification, are permitted provided that the following conditions | |
# are met: | |
# | |
# 1. Redistributions of source code must retain the above copyright | |
# notice, this list of conditions and the following disclaimer. | |
# | |
# THIS SOFTWARE IS PROVIDED ``AS IS'' AND | |
# ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT LIMITED TO, THE | |
# IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR A PARTICULAR PURPOSE | |
# ARE DISCLAIMED. IN NO EVENT SHALL Berkeley Software Design, Inc. BE LIABLE | |
# FOR ANY DIRECT, INDIRECT, INCIDENTAL, SPECIAL, EXEMPLARY, OR CONSEQUENTIAL | |
# DAMAGES (INCLUDING, BUT NOT LIMITED TO, PROCUREMENT OF SUBSTITUTE GOODS | |
# OR SERVICES; LOSS OF USE, DATA, OR PROFITS; OR BUSINESS INTERRUPTION) | |
# HOWEVER CAUSED AND ON ANY THEORY OF LIABILITY, WHETHER IN CONTRACT, STRICT | |
# LIABILITY, OR TORT (INCLUDING NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY | |
# OUT OF THE USE OF THIS SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF | |
# SUCH DAMAGE. | |
# | |
# Module use: | |
# | |
# from loadgrace import LoadGrace | |
# grace = LoadGrace("filename.agr") | |
# for (x, y), label, comment in grace: | |
# plt.plot(x, y, label=label) | |
# | |
# Command line use: | |
# | |
# $ loadgrace.py --plot filename.agr | |
# ┌─────────────────────────────────────────────────────────────────────────────────────┐ | |
# 23.5┤ ▞▞ mmAm ▌ │ | |
# │ ▞▞ mmAm (ideal) ▐ │ | |
# │ ▞▞ hisactophilin ▌ │ | |
# │ ▞▞ hisactophilin (ideal) ▐ │ | |
# 19.6┤ ▌ ▌ │ | |
# │ ▐ ▚ │ | |
# │ ▞ ▐ │ | |
# │ ▗▘ ▐ │ | |
# 15.7┤ ▐ ▌ │ | |
# │ ▌ ▌ │ | |
# │ ▌ ▐ │ | |
# │ ▐ ▐ ▄▄▄ │ | |
# 11.8┤ ▐ ▌ ▞ ▚ ▄▄ │ | |
# │ ▌ ▝▖ ▗▀ ▚▖ ▗▞ ▚ │ | |
# │ ▌ ▌ ▞ ▝▄▄▘ ▝▖ │ | |
# │ ▐ ▐ ▐ ▝▖ │ | |
# │ ▞ ▝▖ ▗▘ ▚ │ | |
# 7.8┤ ▄▄▄▄▄▄▚▄▄▖ ▗▘ ▚ ▄▞▀▖ ▌ ▝▖▄▞▄▄▄ │ | |
# │ ▄▀ ▝▀▀▞▄▖ ▝▖ ▐ ▝▚ ▐ ▗▞▀▀▘▌ ▀▀▀│ | |
# │ ▗▞▀ ▗▘ ▝▀▚▄▖ ▝▗▘ ▌ ▗▘ ▄▞▘ ▝▖ │ | |
# │▀▘ ▐ ▝▀▀▚▄▄▖ ▗▘▄▖ ▝▄ ▞ ▗▄▀ ▝▖ │ | |
# 3.9┤ ▗▘ ▗▄ ▝▀▄▘▖ ▝▀▚▖ ▝▖ ▞ ▗▄▀▘ ▚ │ | |
# │ ▗▞ ▗▞▀▘▄▀▀▀▀▀▀▀▀▀▚▄▄▖▚▖ ▝▖ ▞ ▗▄▄▄ ▌ │ | |
# │ ▄▄▚▄▄▄▄▄▄▄▄▄▄▄▄▄▗▞▘▀ ▝▀▀▀▄▝▄▖▄▄▄▗▞▘▄▄▄▄▗▄▀▀ ▀▄▄ ▝▄▖ │ | |
# │▄▄▀▀ ▗▄▘ ▗▄▞▘ ▀▀▝▚▄▖▄▄▄▄▄▞▀▘▄▄▄▄▄▄▄▄▞▀▄▄▖▀▀▄▄▄▄▄▄ ▝▄ │ | |
# 0.0┤▄▄▄▄▄▄▄▄▄▄▄▄▄▄▞▀▀▘ ▝▀▀▀ ▝▀▀▀▀▀▄▄▄▄▄▄▄▄▄│ | |
# └┬────────────────────┬────────────────────┬────────────────────┬────────────────────┬┘ | |
# 0.0 3.5 7.0 10.5 14.0 | |
# | |
import numpy as np | |
import re | |
import sys | |
class LoadGrace: | |
""" | |
Simple module to load a Grace file (.agr) plot and extract | |
legends, comments, and extract data into numpy arrays. | |
""" | |
def __init__(self, filename): | |
self._sets = [] | |
self._legends = [] | |
self._comments = [] | |
with open(filename) as file: | |
for line in file: | |
if re.compile(r"@\s+s(.*) legend", re.IGNORECASE).search(line): | |
self._legends.append(line.split('"')[1]) | |
if re.compile(r"@\s+s(.*) comment", re.IGNORECASE).search(line): | |
self._comments.append(line.split('"')[1]) | |
if "@target" in line: | |
values = [] | |
next(file) | |
for line in file: | |
if line != "&\n": | |
values.append(np.fromstring(line, sep=" ", count=2)) | |
else: | |
self._sets.append(np.array(values)) | |
break | |
def sets(self): | |
"""Data sets""" | |
return self._sets | |
def legends(self): | |
"""Legends for each dataset""" | |
return self._legends | |
def comments(self): | |
"""Comments for each dataset""" | |
return self._comments | |
def __len__(self): | |
"""Number of datasets""" | |
return len(self._sets) | |
def __getitem__(self, key): | |
"""Get all data by index and enable iteration | |
Returns x, y, legend, comment | |
""" | |
x = self._sets[key][:, 0] | |
y = self._sets[key][:, 1] | |
return (x, y), self._legends[key], self._comments[key] | |
def plot(self): | |
"""Plot data using plotext""" | |
try: | |
import plotext as plt | |
except ImportError: | |
print( | |
"Install plotext with e.g. `pip install plotext` to plot data in the terminal" | |
) | |
sys.exit(1) | |
for dataset, legend, comment in self: | |
plt.plot(dataset[0], dataset[1], label=legend) | |
plt.show() | |
# If run as main program | |
if __name__ == "__main__": | |
import argparse | |
ps = argparse.ArgumentParser(description="Extract data from xmgrace (.agr) files") | |
ps.add_argument("filename", type=str, help="xmgrace file") | |
ps.add_argument("-v", "--version", action="version", version="%(prog)s 0.1.0") | |
ps.add_argument( | |
"-p", | |
"--plot", | |
action="store_true", | |
help="Plot data in terminal (requires plotext)", | |
) | |
args = ps.parse_args() | |
grace = LoadGrace(args.filename) | |
if args.plot: | |
grace.plot() | |
else: | |
for dataset, legend, comment in grace: | |
print(f"# Legend: {legend} Comment: {comment}") | |
print(dataset[0], dataset[1]) | |
print() | |
sys.exit(0) |
Could you add re.IGNORECASE and a better regex, e.g. re.compile('@\s+s(.*) legend', re.IGNORECASE).search(line)
Sure, like so? I haven't used this for a very long time and there's certainly room for improvements.
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My saving grace