1 | #!/usr/bin/env python |
---|
2 | """ |
---|
3 | Provide Line function (y= Ax + B). Until July 10, 2016 this function provided |
---|
4 | (y= A + Bx). This however was contrary to all the other code using it which |
---|
5 | assumed (y= mx+b) or in this nomenclature (y=Ax + B). This lead to some |
---|
6 | contortions in the code and worse incorrect calculations until now for at least |
---|
7 | some of the functions. This seemed the easiest to fix particularly since this |
---|
8 | function should disappear in a future iteration (see notes in fitDialog) |
---|
9 | |
---|
10 | -PDB July 10, 2016 |
---|
11 | """ |
---|
12 | |
---|
13 | import math |
---|
14 | |
---|
15 | class LineModel(object): |
---|
16 | """ |
---|
17 | Class that evaluates a linear model. |
---|
18 | |
---|
19 | f(x) = Ax + B |
---|
20 | |
---|
21 | List of default parameters: |
---|
22 | A = 1.0 |
---|
23 | B = 1.0 |
---|
24 | """ |
---|
25 | |
---|
26 | def __init__(self): |
---|
27 | """ Initialization """ |
---|
28 | # # Name of the model |
---|
29 | self.name = "LineModel" |
---|
30 | |
---|
31 | # # Define parameters |
---|
32 | self.params = {} |
---|
33 | self.params['A'] = 1.0 |
---|
34 | self.params['B'] = 1.0 |
---|
35 | |
---|
36 | # # Parameter details [units, min, max] |
---|
37 | self.details = {} |
---|
38 | self.details['A'] = ['', None, None] |
---|
39 | self.details['B'] = ['', None, None] |
---|
40 | |
---|
41 | def getParam(self, name): |
---|
42 | """ |
---|
43 | Return parameter value |
---|
44 | """ |
---|
45 | return self.params[name.upper()] |
---|
46 | |
---|
47 | def setParam(self, name, value): |
---|
48 | """ |
---|
49 | Set parameter value |
---|
50 | """ |
---|
51 | self.params[name.upper()] = value |
---|
52 | |
---|
53 | def _line(self, x): |
---|
54 | """ |
---|
55 | Evaluate the function |
---|
56 | |
---|
57 | :param x: x-value |
---|
58 | |
---|
59 | :return: function value |
---|
60 | |
---|
61 | """ |
---|
62 | return (self.params['A'] * x) + self.params['B'] |
---|
63 | |
---|
64 | def run(self, x=0.0): |
---|
65 | """ |
---|
66 | Evaluate the model |
---|
67 | |
---|
68 | :note: This is the function called by fitDialog to calculate the |
---|
69 | the y(xmin) and y(xmax), but the only difference between this and |
---|
70 | runXY is when the if statement is true. I however cannot see what that |
---|
71 | function is for. It needs to be documented here or removed. |
---|
72 | -PDB 7/10/16 |
---|
73 | |
---|
74 | :param x: simple value |
---|
75 | |
---|
76 | :return: (Line value) |
---|
77 | """ |
---|
78 | if x.__class__.__name__ == 'list': |
---|
79 | return self._line(x[0] * math.cos(x[1])) * \ |
---|
80 | self._line(x[0] * math.sin(x[1])) |
---|
81 | elif x.__class__.__name__ == 'tuple': |
---|
82 | msg = "Tuples are not allowed as input to BaseComponent models" |
---|
83 | raise ValueError, msg |
---|
84 | else: |
---|
85 | return self._line(x) |
---|
86 | |
---|
87 | def runXY(self, x=0.0): |
---|
88 | """ |
---|
89 | Evaluate the model. |
---|
90 | |
---|
91 | :note: This is to be what is called by fitDialog for the actual fit |
---|
92 | but the only difference between this and run is when the if |
---|
93 | statement is true. I however cannot see what that function |
---|
94 | is for. It needs to be documented here or removed. -PDB 7/10/16 |
---|
95 | |
---|
96 | :param x: simple value |
---|
97 | |
---|
98 | :return: Line value |
---|
99 | |
---|
100 | """ |
---|
101 | if x.__class__.__name__ == 'list': |
---|
102 | return self._line(x[0]) * self._line(x[1]) |
---|
103 | elif x.__class__.__name__ == 'tuple': |
---|
104 | msg = "Tuples are not allowed as input to BaseComponent models" |
---|
105 | raise ValueError, msg |
---|
106 | else: |
---|
107 | return self._line(x) |
---|