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

planemo upload for repository https://github.com/jaidevjoshi83/gaiac.git commit c29a769ed165f313a6410925be24f776652a9663-dirty
author jay
date Thu, 15 May 2025 14:46:49 +0000
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--- /dev/null	Thu Jan 01 00:00:00 1970 +0000
+++ b/gaiac_heatmap/gaiac_heatmap.py	Thu May 15 14:46:49 2025 +0000
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+import numpy as np
+import pandas as pd
+import matplotlib.pyplot as plt
+import seaborn as sns
+import argparse
+#%matplotlib inline
+
+def HeatMap(infile, clm_list, custom_column_labels, outfile, plottitile, fig_height, fig_width):
+
+    df=pd.read_csv(infile, sep="\t")
+    cl = df.columns.tolist()
+    clms = [ cl[int(x)-1] for x in clm_list.split(',')]
+
+    if custom_column_labels != None:
+        labels  = custom_column_labels.split(',')
+    else:
+        labels  = clms
+
+    sns.set(font_scale=0.6,style='whitegrid')
+    plt.figure(figsize=(int(fig_height), int(fig_width)))
+    ax = sns.heatmap(df[clms].corr(),annot=True,xticklabels=labels,yticklabels=labels,fmt='.2g')
+    bottom, top = ax.get_ylim()
+    ax.set_ylim(bottom + 0.5, top - 0.5)
+    plt.savefig(outfile,dpi=300,bbox_inches="tight")
+
+if __name__=="__main__":
+
+    parser = argparse.ArgumentParser()
+    parser.add_argument("-I", "--infile", required=True, default=None, help=".tsv")
+    parser.add_argument("-C", "--column_list", required=False, default=False, help="Path to target tsv file")
+    parser.add_argument("-L", "--custom_column_name", required=False, default=None, help="Path to target tsv file")
+    parser.add_argument("-O", "--output", required=False, default='Out.png', help="Path to target tsv file")
+    parser.add_argument("-T", "--title", required=False, default='Correlation plot', help="Path to target tsv file")
+    parser.add_argument("-H", "--height", required=False, default='14', help="Path to target tsv file")
+    parser.add_argument("-W", "--width", required=False, default='12', help="Path to target tsv file")
+
+    args = parser.parse_args()
+
+    HeatMap(args.infile, args.column_list, args.custom_column_name, args.output, args.title, args.width, args.height)
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