[1b162dfa] | 1 | #!/usr/bin/env python |
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| 2 | """ |
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| 3 | This software was developed by the University of Tennessee as part of the |
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| 4 | Distributed Data Analysis of Neutron Scattering Experiments (DANSE) |
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| 5 | project funded by the US National Science Foundation. |
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| 6 | |
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| 7 | If you use DANSE applications to do scientific research that leads to |
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| 8 | publication, we ask that you acknowledge the use of the software with the |
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| 9 | following sentence: |
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| 10 | |
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| 11 | "This work benefited from DANSE software developed under NSF award DMR-0520547." |
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| 12 | |
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| 13 | copyright 2008, University of Tennessee |
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| 14 | """ |
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| 15 | |
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| 16 | """ |
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| 17 | Provide base functionality for all model components |
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| 18 | |
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| 19 | The following has changed since going from BaseComponent to BaseModel: |
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| 20 | |
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| 21 | - Arithmetic operation between models is no longer supported. |
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| 22 | It was found to be of little use and not very flexible. |
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| 23 | |
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| 24 | - Parameters are now stored as Parameter object to provide |
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| 25 | the necessary extra information like limits, units, etc... |
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| 26 | """ |
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| 27 | |
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| 28 | # imports |
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| 29 | import copy |
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| 30 | |
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| 31 | class Parameter(object): |
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| 32 | """ |
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| 33 | Parameter class |
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| 34 | """ |
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| 35 | name = '' |
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| 36 | value = 0.0 |
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| 37 | def __init__(self, name, value): |
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| 38 | self.name = name |
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| 39 | self.value = value |
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| 40 | |
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[8809e48] | 41 | def __str__(self): |
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| 42 | return "%s: %g" % (self.name, self.value) |
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[1b162dfa] | 43 | |
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| 44 | class ParameterProperty(object): |
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| 45 | """ |
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| 46 | Parameter property allow direct access to |
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| 47 | the parameter values |
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| 48 | """ |
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| 49 | def __init__(self,name,**kw): |
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| 50 | self.name = name |
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| 51 | |
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| 52 | def __get__(self,instance,cls): |
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| 53 | return instance.parameters[self.name].value |
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| 54 | |
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| 55 | def __set__(self,instance,value): |
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| 56 | instance.parameters[self.name].value = value |
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| 57 | |
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| 58 | |
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| 59 | |
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| 60 | from ModelAdaptor import ModelAdaptor |
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| 61 | |
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| 62 | class BaseModel(ModelAdaptor): |
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| 63 | """ |
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| 64 | Basic model component |
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| 65 | """ |
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| 66 | ## Name of the model |
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| 67 | name = "BaseModel" |
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[ae60f86] | 68 | |
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| 69 | def __init__(self): |
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| 70 | ## Dictionary of Parameter objects |
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| 71 | self.parameters = {} |
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[1b162dfa] | 72 | |
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| 73 | # Evaluation methods to be implemented by the models |
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| 74 | def run(self, x=0): return NotImplemented |
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| 75 | def runXY(self, x=0): return NotImplemented |
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| 76 | |
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| 77 | def __call__(self, x=0): |
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| 78 | """ |
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| 79 | Evaluate the model. Equivalent to runXY(x) |
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| 80 | @param x: input value |
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| 81 | @return: value of the model |
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| 82 | """ |
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| 83 | return self.runXY(x) |
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| 84 | |
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| 85 | def clone(self): |
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| 86 | """ Returns a new object identical to the current object """ |
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| 87 | |
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| 88 | obj = copy.deepcopy(self) |
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| 89 | obj.params = copy.deepcopy(self.params) |
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| 90 | obj.details = copy.deepcopy(self.details) |
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| 91 | |
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| 92 | return obj |
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| 93 | |
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| 94 | def setParam(self, name, value): |
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| 95 | """ |
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| 96 | Set the value of a model parameter |
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| 97 | |
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| 98 | @param name: name of the parameter |
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| 99 | @param value: value of the parameter |
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| 100 | """ |
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| 101 | # Lowercase for case insensitivity |
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| 102 | name = name.lower() |
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[ae60f86] | 103 | if name in self.parameters: |
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| 104 | print "found" |
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[8809e48] | 105 | #self.parameters[name].value = value |
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[ae60f86] | 106 | return object.__setattr__(self, name, value) |
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[1b162dfa] | 107 | |
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| 108 | def getParam(self, name): |
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| 109 | """ |
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| 110 | Set the value of a model parameter |
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| 111 | |
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| 112 | @param name: name of the parameter |
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| 113 | @param value: value of the parameter |
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| 114 | """ |
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| 115 | # Lowercase for case insensitivity |
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| 116 | name = name.lower() |
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| 117 | return object.__getattribute__(self, name) |
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| 118 | |
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| 119 | def getParamList(self): |
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| 120 | """ |
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| 121 | Return a list of all available parameters for the model |
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| 122 | """ |
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| 123 | param_list = self.params.keys() |
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| 124 | return param_list |
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| 125 | |
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| 126 | |
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| 127 | if __name__ == "__main__": |
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| 128 | b = BaseModel() |
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| 129 | print b.operateOn |
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| 130 | |
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