Update inpect_notebooks, Update create names for Slycot reference.

doc/create_names_for_reference.py

@@ -1,3 +1,5 @@
+# Generate the routines divide by slicot-chapters for sphinx-doc.
+# Only prints out the names, copy & past them into slycot_outer.rst and slycot_inner.rst.
 import re
 import pandas as pd
 import matplotlib.pyplot as plt
@@ -9,19 +11,27 @@
 def get_slycot_routines(sly):
     all_attributes = dir(sly)
     r = re.compile("[a-z][a-z][0-9][0-9a-z][a-z][a-z]")
-    matched_attributes = list(filter(r.match, all_attributes)) # Read Note below
+    matched_attributes = list(filter(r.match, all_attributes))
     return matched_attributes
 
 slycot_wrapper = get_slycot_routines(slycot)
 slycot_wrapper.sort()
 slycot_f2py_wrapper = get_slycot_routines(slycot._wrapper)
 slycot_f2py_wrapper.sort()
 
+from itertools import groupby
+from operator import itemgetter
+
 print(f"\nslycot_wrapper {len(slycot_wrapper)}\n")
-for routine in slycot_wrapper:
-    print(routine)
+for chapter_letter, chapter_routines in groupby(sorted(slycot_wrapper), key=itemgetter(0)):
+    print(chapter_letter)
+    for routine in chapter_routines:
+        print(routine)
+    print("\n")
 
 print(f"\nslycot_f2py_wrapper {len(slycot_f2py_wrapper)}\n")
-for routine in slycot_f2py_wrapper:
-    print("_wrapper."+routine)
-
+for chapter_letter, chapter_routines in groupby(sorted(slycot_f2py_wrapper), key=itemgetter(0)):
+    print(chapter_letter)
+    for routine in chapter_routines:
+        print("_wrapper."+routine)
+    print("\n")