From 6f2468714381c0519e4de21a31349df484ad35d0 Mon Sep 17 00:00:00 2001
From: Yuuki Galaxy <galaxy001@gmail.com>
Date: Thu, 16 May 2024 19:25:13 +0800
Subject: [PATCH] 	modified:   diffout.py

---
 python/salus/dfcorr/diffout.py | 24 ++++++++++++++++++++++++
 1 file changed, 24 insertions(+)

diff --git a/python/salus/dfcorr/diffout.py b/python/salus/dfcorr/diffout.py
index 3ceb46da8..91e4a8f59 100755
--- a/python/salus/dfcorr/diffout.py
+++ b/python/salus/dfcorr/diffout.py
@@ -1,6 +1,17 @@
 #!/usr/bin/env python3
 
+import numpy as np
+import matplotlib as mpl
+import matplotlib.pyplot as plt
+from matplotlib.backends.backend_pdf import PdfPages
+mpl.rcdefaults()
+mpl.rc('ps', fonttype=42, papersize='figure')
+mpl.rc('pdf', fonttype=42, compression=9)   #pdf.fonttype: 3  # Output Type 3 (Type3) or Type 42 (TrueType)
+mpl.rc('figure', figsize=(129/25.4, 129/25.4), dpi=600) # autolayout=True
+mpl.rc('savefig', dpi='figure') # bbox='tight'
+
 import pandas as pd
+import seaborn as sns
 
 def qw(s):
     return tuple(s.split())
@@ -13,9 +24,22 @@ diffcorr=diffout.corr()
 # micromamba install zstandard
 factors = qw('Elongating Endothelial InnateLymph Leydig Macrophage Myoid SPG STids Scytes Sertoli Unknown')
 
+pdf = PdfPages(f'{prefix}diffout.pdf')
 for onefactor in factors:
     colids = []
     colids.append(f"{onefactor}_1")
     colids.append(f"{onefactor}_2")
     onecorr = diffcorr[colids[0]][colids[1]]
     print(f'{onefactor}: {onecorr}')
+    tmpDF=pd.DataFrame()
+    tmpDF['rank1']=diffout[colids[0]].rank()
+    tmpDF['rank2']=diffout[colids[1]].rank()
+    tmpDF[colids[0]]=diffout[colids[0]]
+    tmpDF[colids[1]]=diffout[colids[1]]
+    plt.figure()
+    sns.jointplot(data=tmpDF, x=colids[0], y=colids[1],kind="scatter",marginal_ticks=True,s=1)
+    fig.suptitle(f'Corr: {onecorr}')
+    pdf.savefig()
+    plt.close()
+pdf.close()
+print(f'.\n[i]Done.', flush=True)
-- 
2.11.4.GIT