1 | """ |
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2 | @organization: Class Fit contains ScipyFit and ParkFit methods declaration |
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3 | allows to create instance of type ScipyFit or ParkFit to perform either |
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4 | a park fit or a scipy fit. |
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5 | """ |
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6 | from sans.guitools.plottables import Data1D |
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7 | from Loader import Load |
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8 | from scipy import optimize |
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9 | from ScipyFitting import ScipyFit |
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10 | from ParkFitting import ParkFit |
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11 | |
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12 | |
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13 | class Fit: |
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14 | """ |
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15 | Wrap class that allows to select the fitting type.this class |
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16 | can be used as follow : |
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17 | |
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18 | from sans.fit.Fitting import Fit |
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19 | fitter= Fit() |
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20 | fitter.fit_engine('scipy') or fitter.fit_engine('park') |
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21 | engine = fitter.returnEngine() |
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22 | engine.set_data(data,Uid) |
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23 | engine.set_param( model,model.name, pars) |
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24 | engine.set_model(model,Uid) |
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25 | |
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26 | chisqr1, out1, cov1=engine.fit(pars,qmin,qmax) |
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27 | """ |
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28 | def __init__(self): |
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29 | """ |
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30 | self._engine will contain an instance of ScipyFit or ParkFit |
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31 | """ |
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32 | self._engine=None |
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33 | |
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34 | def fit_engine(self,word): |
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35 | """ |
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36 | Select the type of Fit |
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37 | @param word: the keyword to select the fit type |
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38 | @raise: if the user does not enter 'scipy' or 'park', |
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39 | a valueError is rase |
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40 | """ |
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41 | if word=="scipy": |
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42 | self._engine=ScipyFit() |
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43 | elif word=="park": |
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44 | self._engine=ParkFit() |
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45 | else: |
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46 | raise ValueError, "enter the keyword scipy or park" |
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47 | def returnEngine(self): |
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48 | """ @return self._engine""" |
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49 | return self._engine |
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50 | |
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51 | def fit(self,pars, qmin=None, qmax=None): |
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52 | """Perform the fit """ |
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53 | |
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54 | def set_model(self,model,Uid): |
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55 | """ Set model """ |
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56 | |
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57 | def set_data(self,data,Uid): |
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58 | """ Receive plottable and create a list of data to fit""" |
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59 | |
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60 | def get_model(self,Uid): |
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61 | """ return list of data""" |
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62 | |
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63 | def set_param(self,model,name, pars): |
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64 | """ Recieve a dictionary of parameter and save it """ |
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65 | |
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66 | def remove_data(self,Uid,data=None): |
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67 | """ remove one or all data""" |
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68 | |
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69 | def remove_model(self,Uid): |
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70 | """ remove model """ |
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71 | |
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72 | """ |
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