debug

.vscode/launch.json

@@ -4,11 +4,13 @@
     // For more information, visit: https://go.microsoft.com/fwlink/?linkid=830387
     "version": "0.2.0",
     "configurations": [
+
         {
             "name": "Python: Module",
             "type": "python",
             "request": "launch",
-            "module": "MDAF"
+            "module": "MDAF",
+            "args": ["plotfuncs('@Bukin2', features)"]
         },
         {
             "name": "Python: Current File",

.vscode/settings.json

@@ -3,8 +3,6 @@
     "python.testing.pytestArgs": [
         "tests"
     ],
-    "python.testing.unittestEnabled": false,
-    "python.testing.nosetestsEnabled": false,
     "python.testing.pytestEnabled": true,
     "python.testing.unittestArgs": [
         "-v",
@@ -13,5 +11,7 @@
         "-p",
         "test_*.py"
     ],
-    "python.testing.cwd": "tests"
+    "python.testing.cwd": "",
+    "python.testing.nosetestsEnabled": false,
+    "python.testing.unittestEnabled": false
 }

MDAF/MDAF.py

@@ -269,5 +269,19 @@ def doe(heuristicpath, testfunctionpaths, args):
     #return the performance values
     return responses
 
+def plotfuncs(funcpaths, features):
+    print ('help')
+    for i,funpath in enumerate(funcpaths):
+        if funpath.find('@') == 0:
+            funcpaths[i] = path.dirname(__file__) + '/TestFunctions/' + funpath[1:]
+    
+    funcnames = [path.splitext(path.basename(funcpath))[0] for funcpath in funcpaths]
+    representations = {}
+
+    for idx,funpath in enumerate(funcpaths):
+        representations[funcnames[idx]] = representfunc(funpath)
+
+
+
 
 # %%

MDAF/TestFunctions/Ackley2.py

@@ -0,0 +1,15 @@
+import math as m
+
+def main(args):
+
+    '''
+    #_# dimmensions: 2
+	#_# upper: 32
+	#_# lower: -32
+	#_# minimum: [0, 0]
+
+    >>> main([0, 0])
+    -200.0
+
+    '''
+    return -200 * m.e**(-0.02 * m.sqrt(args[0]**2 + args[1]**2))

MDAF/TestFunctions/Keane.py

@@ -5,6 +5,9 @@ import math
 def main(args):
     '''
     #_# dimmensions: 2
+	#_# upper: 10
+	#_# lower: 0
+	#_# minimum: [0, 1.39325]
     '''
     for x in args:
         if(x<0 | x>10): return 0

MDAF/TestFunctions/Leon.py

@@ -4,6 +4,9 @@
 def main(args):
     '''
     #_# dimmensions: 2
+	#_# upper: 1.2
+	#_# lower: -1.2
+	#_# minimum: [1, 1]
     '''
     for x in args:
         if x < -1.2 or x > 1.2:

MDAF/TestFunctions/Matyas.py

@@ -6,6 +6,9 @@ def main(args):
 
     
     #_# dimmensions: 2
+	#_# upper: 10
+	#_# lower: -10
+	#_# minimum: [0, 0]
     '''
     for x in args:
         if x < -10 or x > 10:

MDAF/TestFunctions/McCormick.py

@@ -1,10 +1,13 @@
 import math
 def main(args):
     '''
-    >>>main([-0.547, -1.547])
+    >>> main([-0.547, -1.547])
     0
     
     #_# dimmensions: 2 
+	#_# upper: [4, 3]
+	#_# lower: [-1.5, -3]
+	#_# minimum: [-0.547, -1.547]
     
     '''
     for args[0] in args:

MDAF/TestFunctions/Miele_Cantrell.py

@@ -3,10 +3,14 @@ import math
 
 def main(args):
     '''
-    >>>main([0, 1, 1, 1])
-    0
+    >>> main([0, 1, 1, 1])
+    0.0
     
     #_# dimmensions: 4
+	#_# upper: 1
+	#_# lower: -1
+	#_# minimum: [0, 1, 1, 1]
+    
     '''
     for x in args:
         if x < -1 or x > 1:

MDAF/TestFunctions/Untitled.ipynb

@@ -1,6 +0,0 @@
-{
- "cells": [],
- "metadata": {},
- "nbformat": 4,
- "nbformat_minor": 4
-}

MDAF/TestFunctions/__init__.py

@@ -0,0 +1,5 @@
+import pkgutil
+
+__path__ = pkgutil.extend_path(__path__, __name__)
+for importer, modname, ispkg in pkgutil.walk_packages(path=__path__, prefix=__name__+'.'):
+        __import__(modname)

tests/deprecated_funcs.py

@@ -0,0 +1,21 @@
+import unittest
+import os
+import importlib.util as utl
+
+from MDAF.TestFunctions import *
+import doctest
+
+
+# Testing the test function representation workflow
+def load_tests(loader, tests, ignore):
+    fullpath = 'MDAF/TestFunctions'
+    for func in os.scandir(fullpath):
+        name = str(func.name)
+        if(name.find('.py') and name.find('.old') == -1 and func.is_file() and name.find('__init__.py')==-1):
+            spec = utl.spec_from_file_location(name[-3], fullpath+'/'+name)
+            funcmodule = utl.module_from_spec(spec)
+            spec.loader.exec_module(funcmodule)
+
+            tests.addTests(doctest.DocTestSuite(funcmodule))
+    return tests
+

tests/deprecated_unit.py

@@ -0,0 +1,53 @@
+import unittest
+import doctest
+import os
+
+def load_tests(loader, tests, ignore):
+    fullpath = 'MDAF/TestFunctions'
+    testlist = []
+    for func in os.scandir(fullpath):
+        name = str(func.name)
+        if(name.find('.py') and name.find('.old') == -1 and func.is_file()):
+            spec = importlib.util.spec_from_file_location(name, fullpath)
+            funcmodule = importlib.util.module_from_spec(spec)
+            spec.loader.exec_module(funcmodule)
+
+            tests.addTests(doctest.DocTestSuite(funcmodule))
+    return tests
+
+if __name__ == '__main__':
+    runner = unittest.TextTestRunner()
+    runner.run(load_tests())
+
+
+
+
+import unittest
+import os
+
+
+from MDAF.TestFunctions import *
+import doctest
+
+
+#target = __import__("MDAF.py")
+
+# Testing the test function representation workflow
+def load_tests(loader, tests, ignore):
+
+    fullpath = 'MDAF/TestFunctions'
+    testlist = []
+    for func in os.scandir(fullpath):
+        name = str(func.name)
+        if(name.find('.py') and name.find('.old') == -1 and func.is_file()):
+            curtest = doctest.DocTestSuite(os.path.relpath('../'+func.path[:-3]+'.main.__module__'))
+            testlist.append(curtest)
+    tests.addTests(testlist)
+
+    tests.addTests(doctest.DocTestSuite(Ackley2.main.__module__))
+    for t in tests: return t
+
+# run the suite
+suite = load_tests(loader, tests, ignore)
+runner = unittest.TextTestRunner()
+runner.run(suite)

tests/test_flows.py

@@ -4,6 +4,7 @@ import os
 from MDAF.MDAF import representfunc
 from MDAF.MDAF import installFalcoo
 from MDAF.MDAF import doe
+from MDAF.TestFunctions import *
 
 #target = __import__("MDAF.py")
 
@@ -32,11 +33,12 @@ class Test_representfunc(unittest.TestCase):
         Test that the function can calculate the representation and write to the function docstring
         """
         funcpath = '@Bukin2.py'
+        funcverify = 'MDAF/TestFunctions/Bukin2.py'
         #funcpath_backup = 'tests/Bukin2.py.old'
 
         results = representfunc(funcpath, forced = True)
 
-        with open(funcpath,"r") as file:
+        with open(funcverify,"r") as file:
             content = file.read()
             reprCheck = bool(content.find('#_# Represented: 1'))