code to adjust csv files

organize_csv.py

@@ -0,0 +1,48 @@
+import pylab as pl
+import pandas as pd
+import numpy as np
+
+list = ['2_MikeSilogram', '3_MajorTom']
+
+kyle = pd.read_csv('examples/plasticc/1_Kyle/1_Kyle.csv')
+kylecols = kyle.columns.tolist()
+
+
+matstruc = kyle.copy()
+matstrucdat = np.array(matstruc)
+indexlist = np.zeros(len(kylecols))
+print(kylecols)
+print(matstrucdat[0,:])
+
+
+truth = pd.read_csv('1_Kyle/1_Kyle_truth.csv')
+
+for file in list:
+    name = file+'/'+file+'.csv'
+    print(name)
+    mat = pd.read_csv(name)
+    matdat = np.array(mat)
+
+    cols = mat.columns.tolist()
+    index = mat.index
+    #print(np.shape(mat))
+    print(cols)
+    print(matdat[0,:], 'test before')
+
+
+    for i in range(len(kylecols)):
+#        df[col] = df[col].replace(findL, replaceL)
+        for j in range(len(cols)):
+            if cols[j]==kylecols[i]:
+                indexlist[i]=j
+                matstrucdat[:,i] = matdat[:,j]
+                print(i, j, cols[j], kylecols[i])
+
+                matstruc.rename(columns={"A": "a", "B": "c"})
+    print(matstrucdat[0,:], 'test after')
+
+    newname = file+'/'+file+'_reordered.csv'
+    newnametruth = file+'/'+file+'_reordered_truth.csv'
+
+    matstruc.to_csv(newname, index=False)
+    truth.to_csv(newnametruth)