ex-1: add the possibility of plotting a Cauchy PDF and create the plot

ex-1/plots/misc.py

@@ -12,6 +12,7 @@ import sys
 # -n → agrs.note   → do the Landau plot with the notes
 # -b → args.both   → do the Landau-Moyal plot
 # -m → args.area   → do the Landau median plot
+# -c → args.cauchy → do the Cauchy PDF plot
 
 
 def moyal(x, μ, σ):
@@ -19,20 +20,24 @@ def moyal(x, μ, σ):
     return N * np.exp(- 0.5 * ((x - μ)/σ + np.exp(- (x - μ)/σ)))
 
 
+def cauchy(x):
+    return 1/(np.pi*(1 + x**2))
+
+
 def main(args):
     # prepare figure
     if args.show:
         plt.figure()
-
     elif args.save:
         plt.rcParams['font.size'] = 8
         if (args.both or args.area):
             plt.figure(figsize=(3, 2))
         elif args.note:
             plt.figure(figsize=(5, 3))
+        elif args.cauchy:
+            plt.figure(figsize=(3, 2))
 
     if args.note:
-
         # useful coordinates
         y_min = -0.0086     # y min axes
         y_max = 0.1895      # y max axes
@@ -85,6 +90,12 @@ def main(args):
         plt.plot(x, moyal(x, μ, σ), color='gray', label='Moyal')
         plt.legend()
 
+    # do Cauchy plot
+    if args.cauchy:
+        x = np.arange(-10, 10, 0.01)
+        plt.plot(x, cauchy(x), color='gray', label='Cauchy')
+        plt.legend()
+
     # save figure
     plt.tight_layout()
     if args.show:
@@ -96,6 +107,8 @@ def main(args):
             plt.savefig('slides/images/both-pdf.pdf', transparent=True)
         if args.area:
             plt.savefig('slides/images/median.pdf', transparent=True)
+        if args.cauchy:
+            plt.savefig('slides/images/cauchy-pdf.pdf')
 
 
 if __name__ == '__main__':
@@ -116,5 +129,8 @@ if __name__ == '__main__':
     parser.add_argument('-a', '--area',
                         action='store_true', default=False,
                         help='do the area plot')
+    parser.add_argument('-c', '--cauchy',
+                        action='store_true', default=False,
+                        help='do the cauchy plot')
     args = parser.parse_args()
     main(args)