[d89f09b] | 1 | |
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| 2 | class FitProblem: |
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| 3 | """ |
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[5062bbf] | 4 | FitProblem class allows to link a model with the new name created in _on_model, |
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| 5 | a name theory created with that model and the data fitted with the model. |
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| 6 | FitProblem is mostly used as value of the dictionary by fitting module. |
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[d89f09b] | 7 | """ |
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| 8 | def __init__(self): |
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| 9 | """ |
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[5062bbf] | 10 | contains information about data and model to fit |
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[d89f09b] | 11 | """ |
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[925a30e] | 12 | ## data used for fitting |
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[2a8fac1] | 13 | self.fit_data=None |
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[2140e68] | 14 | ## the current model |
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| 15 | self.model = None |
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[2f189dc] | 16 | self.model_index = None |
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[925a30e] | 17 | ## if 1 this fit problem will be selected to fit , if 0 |
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| 18 | ## it will not be selected for fit |
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[948add7] | 19 | self.schedule=0 |
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[925a30e] | 20 | ##list containing parameter name and value |
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[8e81af0] | 21 | self.list_param=[] |
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[925a30e] | 22 | ## smear object to smear or not data1D |
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[08b9c6c8] | 23 | self.smearer= None |
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[925a30e] | 24 | ## same as fit_data but with more info for plotting |
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| 25 | ## axis unit info and so on see plottables definition |
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[2a8fac1] | 26 | self.plotted_data=None |
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[2140e68] | 27 | ## fitting range |
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| 28 | self.qmin = None |
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| 29 | self.qmax = None |
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[08b9c6c8] | 30 | |
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[9853ad0] | 31 | def clone(self): |
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| 32 | """ |
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[5062bbf] | 33 | copy fitproblem |
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[9853ad0] | 34 | """ |
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| 35 | import copy |
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[7c845cb] | 36 | obj = FitProblem() |
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| 37 | model= None |
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| 38 | if self.model!=None: |
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| 39 | model = self.model.clone() |
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| 40 | obj.model = model |
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[9853ad0] | 41 | obj.fit_data = copy.deepcopy(self.fit_data) |
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| 42 | obj.model = copy.deepcopy(self.model) |
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| 43 | obj.schedule = copy.deepcopy(self.schedule) |
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| 44 | obj.list_param = copy.deepcopy(self.list_param) |
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| 45 | obj.smearer = copy.deepcopy(self.smearer) |
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| 46 | obj.plotted_data = copy.deepcopy(self.plotted_data) |
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| 47 | obj.qmin = copy.deepcopy(self.qmin) |
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| 48 | obj.qmax = copy.deepcopy(self.qmax) |
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| 49 | return obj |
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| 50 | |
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[08b9c6c8] | 51 | def set_smearer(self, smearer): |
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[925a30e] | 52 | """ |
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[5062bbf] | 53 | save reference of smear object on fitdata |
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| 54 | |
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| 55 | :param smear: smear object from DataLoader |
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| 56 | |
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[925a30e] | 57 | """ |
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[08b9c6c8] | 58 | self.smearer= smearer |
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[925a30e] | 59 | |
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[08b9c6c8] | 60 | def get_smearer(self): |
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[925a30e] | 61 | """ |
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[5062bbf] | 62 | return smear object |
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[925a30e] | 63 | """ |
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[08b9c6c8] | 64 | return self.smearer |
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| 65 | |
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[5062bbf] | 66 | def save_model_name(self, name): |
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| 67 | """ |
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| 68 | """ |
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[bb18ef1] | 69 | self.name_per_page= name |
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| 70 | |
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| 71 | def get_name(self): |
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[5062bbf] | 72 | """ |
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| 73 | """ |
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[bb18ef1] | 74 | return self.name_per_page |
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[08b9c6c8] | 75 | |
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[2140e68] | 76 | def set_model(self,model): |
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[d89f09b] | 77 | """ |
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[5062bbf] | 78 | associates each model with its new created name |
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| 79 | |
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| 80 | :param model: model selected |
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| 81 | :param name: name created for model |
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| 82 | |
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[d89f09b] | 83 | """ |
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[2140e68] | 84 | self.model= model |
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[bb18ef1] | 85 | |
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[2140e68] | 86 | def get_model(self): |
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[5062bbf] | 87 | """ |
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| 88 | :return: saved model |
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| 89 | |
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| 90 | """ |
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[2140e68] | 91 | return self.model |
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| 92 | |
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[2f189dc] | 93 | def set_index(self, index): |
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| 94 | """ |
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[5062bbf] | 95 | set index of the model name |
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[2f189dc] | 96 | """ |
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| 97 | self.model_index = index |
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| 98 | |
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| 99 | def get_index(self): |
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| 100 | """ |
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[5062bbf] | 101 | get index of the model name |
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[2f189dc] | 102 | """ |
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| 103 | return self.model_index |
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| 104 | |
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[2a8fac1] | 105 | def add_plotted_data(self,data): |
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[d89f09b] | 106 | """ |
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[5062bbf] | 107 | save a copy of the data select to fit |
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| 108 | |
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| 109 | :param data: data selected |
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| 110 | |
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[d89f09b] | 111 | """ |
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[2a8fac1] | 112 | self.plotted_data = data |
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[925a30e] | 113 | |
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[2140e68] | 114 | |
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| 115 | def get_plotted_data(self): |
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[5062bbf] | 116 | """ |
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| 117 | :return: list of data dList |
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| 118 | |
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| 119 | """ |
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[2140e68] | 120 | return self.plotted_data |
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[5062bbf] | 121 | |
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[2a8fac1] | 122 | def add_fit_data(self,data): |
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| 123 | """ |
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[5062bbf] | 124 | save a copy of the data select to fit |
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| 125 | |
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| 126 | :param data: data selected |
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| 127 | |
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[2a8fac1] | 128 | """ |
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| 129 | self.fit_data = data |
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[d89f09b] | 130 | |
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[2a8fac1] | 131 | def get_fit_data(self): |
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[5062bbf] | 132 | """ |
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| 133 | """ |
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[2a8fac1] | 134 | return self.fit_data |
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| 135 | |
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[2140e68] | 136 | def set_model_param(self,name,value=None): |
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[d89f09b] | 137 | """ |
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[5062bbf] | 138 | Store the name and value of a parameter of this fitproblem's model |
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| 139 | |
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| 140 | :param name: name of the given parameter |
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| 141 | :param value: value of that parameter |
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| 142 | |
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[d89f09b] | 143 | """ |
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[8e81af0] | 144 | self.list_param.append([name,value]) |
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[925a30e] | 145 | |
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[00561739] | 146 | def get_model_param(self): |
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| 147 | """ |
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[5062bbf] | 148 | return list of couple of parameter name and value |
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[00561739] | 149 | """ |
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[8e81af0] | 150 | return self.list_param |
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[d89f09b] | 151 | |
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[948add7] | 152 | def schedule_tofit(self, schedule=0): |
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[3b19ac9] | 153 | """ |
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[5062bbf] | 154 | set schedule to true to decide if this fit must be performed |
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[3b19ac9] | 155 | """ |
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| 156 | self.schedule=schedule |
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[6bcdad1] | 157 | |
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[3b19ac9] | 158 | def get_scheduled(self): |
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[5062bbf] | 159 | """ |
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| 160 | return true or false if a problem as being schedule for fitting |
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| 161 | """ |
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[3b19ac9] | 162 | return self.schedule |
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[925a30e] | 163 | |
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[2140e68] | 164 | def set_range(self, qmin=None, qmax=None): |
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| 165 | """ |
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[5062bbf] | 166 | set fitting range |
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[2140e68] | 167 | """ |
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| 168 | self.qmin = qmin |
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| 169 | self.qmax = qmax |
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| 170 | |
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| 171 | def get_range(self): |
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| 172 | """ |
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[5062bbf] | 173 | :return: fitting range |
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| 174 | |
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[2140e68] | 175 | """ |
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| 176 | return self.qmin, self.qmax |
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[925a30e] | 177 | |
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[9e27de9] | 178 | def clear_model_param(self): |
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| 179 | """ |
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| 180 | clear constraint info |
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| 181 | """ |
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[925a30e] | 182 | self.list_param=[] |
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[5062bbf] | 183 | |
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