implement smoketest robustness checks

robustness.py

@@ -6,6 +6,7 @@ from lenses import lens
 import stl.ast
 from stl.utils import set_params, param_lens
 
+oo = float('inf')
 
 @singledispatch
 def pointwise_robustness(stl):
@@ -26,14 +27,14 @@ def _(stl):
 def _(stl):
     lo, hi = stl.interval
     return lambda x, t: max((pointwise_robustness(stl.arg)(x, t + t2) 
-                            for t2 in x[lo:hi].index), default=float('inf'))
+                             for t2 in x[lo:hi].index), default=-oo)
 
 
 @pointwise_robustness.register(stl.G)
 def _(stl):
     lo, hi = stl.interval
     return lambda x, t: min((pointwise_robustness(stl.arg)(x, t + t2) 
-                            for t2 in x[lo:hi].index), default=-float('inf'))
+                             for t2 in x[lo:hi].index), default=oo)
 
 
 @pointwise_robustness.register(stl.Neg)

test_parser.py

@@ -1,16 +1,9 @@
 # -*- coding: utf-8 -*-
 import stl
-from blustl.game import from_yaml
 from nose2.tools import params
 import unittest
 from sympy import Symbol
 
-from glob import glob
-
-def main():
-    with open('examples/example1.stl', 'r') as f:
-        print(from_yaml(f))
-
 ex1 = ('x1 > 2', stl.LinEq(
     (stl.Var(1, Symbol("x1"), stl.ast.t_sym),),
     ">",
@@ -23,12 +16,7 @@ ex3 = ('□[2,3]◇[0,1](x1 > 2)', stl.G(i2, ex2[1]))
 ex4 = ('(x1 > 2) or ((x1 > 2) or (x1 > 2))', 
        stl.Or((ex1[1], ex1[1], ex1[1])))
  
-example_ymls = glob('examples/*')
-
 class TestSTLParser(unittest.TestCase):
     @params(ex1, ex2, ex3, ex4)
     def test_stl(self, phi_str, phi):
         self.assertEqual(stl.parse(phi_str), phi)
-    
-
-

test_robustness.py

@@ -0,0 +1,24 @@
+import stl
+import stl.robustness
+import pandas as pd
+from nose2.tools import params
+import unittest
+from sympy import Symbol
+
+oo = float('inf')
+
+ex1 = ("2*A > 3", -1)
+ex2 = ("F[0, 1](2*A > 3)", 5)
+ex3 = ("F[1, 0](2*A > 3)", -oo)
+ex4 = ("G[1, 0](2*A > 3)", oo)
+x = pd.DataFrame([[1,2], [1,4], [4,2]], index=[0,0.1,0.2], 
+                 columns=["A", "B"])
+
+
+
+class TestSTLRobustness(unittest.TestCase):
+    @params(ex1, ex2, ex3, ex4)
+    def test_stl(self, phi_str, r):
+        phi = stl.parse(phi_str)
+        stl_eval = stl.robustness.pointwise_robustness(phi)
+        self.assertEqual(stl_eval(x, 0), r)