Mercurial > repos > jay > gaiac_sensor_performance_evaluation

comparison gaiac_heatmap/gaiac_heatmap.py @ 0:7c9552ed8676 draft

Find changesets by keywords (author, files, the commit message), revision number or hash, or revset expression.
planemo upload for repository https://github.com/jaidevjoshi83/gaiac.git commit c29a769ed165f313a6410925be24f776652a9663-dirty
author jay
date Thu, 15 May 2025 14:46:49 +0000
parents
children
comparison
equal deleted inserted replaced
-1:000000000000 0:7c9552ed8676
1 import numpy as np
2 import pandas as pd
3 import matplotlib.pyplot as plt
4 import seaborn as sns
5 import argparse
6 #%matplotlib inline
7
8 def HeatMap(infile, clm_list, custom_column_labels, outfile, plottitile, fig_height, fig_width):
9
10 df=pd.read_csv(infile, sep="\t")
11 cl = df.columns.tolist()
12 clms = [ cl[int(x)-1] for x in clm_list.split(',')]
13
14 if custom_column_labels != None:
15 labels = custom_column_labels.split(',')
16 else:
17 labels = clms
18
19 sns.set(font_scale=0.6,style='whitegrid')
20 plt.figure(figsize=(int(fig_height), int(fig_width)))
21 ax = sns.heatmap(df[clms].corr(),annot=True,xticklabels=labels,yticklabels=labels,fmt='.2g')
22 bottom, top = ax.get_ylim()
23 ax.set_ylim(bottom + 0.5, top - 0.5)
24 plt.savefig(outfile,dpi=300,bbox_inches="tight")
25
26 if __name__=="__main__":
27
28 parser = argparse.ArgumentParser()
29 parser.add_argument("-I", "--infile", required=True, default=None, help=".tsv")
30 parser.add_argument("-C", "--column_list", required=False, default=False, help="Path to target tsv file")
31 parser.add_argument("-L", "--custom_column_name", required=False, default=None, help="Path to target tsv file")
32 parser.add_argument("-O", "--output", required=False, default='Out.png', help="Path to target tsv file")
33 parser.add_argument("-T", "--title", required=False, default='Correlation plot', help="Path to target tsv file")
34 parser.add_argument("-H", "--height", required=False, default='14', help="Path to target tsv file")
35 parser.add_argument("-W", "--width", required=False, default='12', help="Path to target tsv file")
36
37 args = parser.parse_args()
38
39 HeatMap(args.infile, args.column_list, args.custom_column_name, args.output, args.title, args.width, args.height)