| 1 | import sys |
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| 2 | import time |
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| 3 | import copy |
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| 4 | import traceback |
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| 5 | |
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| 6 | from sas.sascalc.data_util.calcthread import CalcThread |
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| 7 | |
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| 8 | def map_getattr(classInstance, classFunc, *args): |
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| 9 | """ |
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| 10 | Take an instance of a class and a function name as a string. |
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| 11 | Execute class.function and return result |
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| 12 | """ |
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| 13 | return getattr(classInstance, classFunc)(*args) |
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| 14 | |
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| 15 | def map_apply(arguments): |
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| 16 | return arguments[0](*arguments[1:]) |
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| 17 | |
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| 18 | class FitThread(CalcThread): |
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| 19 | """Thread performing the fit """ |
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| 20 | |
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| 21 | def __init__(self, |
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| 22 | fn, |
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| 23 | page_id, |
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| 24 | handler, |
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| 25 | batch_outputs, |
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| 26 | batch_inputs=None, |
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| 27 | pars=None, |
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| 28 | completefn=None, |
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| 29 | updatefn=None, |
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| 30 | yieldtime=0.03, |
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| 31 | worktime=0.03, |
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| 32 | reset_flag=False): |
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| 33 | CalcThread.__init__(self, |
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| 34 | completefn, |
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| 35 | updatefn, |
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| 36 | yieldtime, |
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| 37 | worktime) |
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| 38 | self.handler = handler |
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| 39 | self.fitter = fn |
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| 40 | self.pars = pars |
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| 41 | self.batch_inputs = batch_inputs |
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| 42 | self.batch_outputs = batch_outputs |
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| 43 | self.page_id = page_id |
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| 44 | self.starttime = time.time() |
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| 45 | self.updatefn = updatefn |
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| 46 | #Relative error desired in the sum of squares. |
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| 47 | self.reset_flag = reset_flag |
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| 48 | |
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| 49 | def isquit(self): |
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| 50 | """ |
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| 51 | :raise KeyboardInterrupt: when the thread is interrupted |
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| 52 | """ |
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| 53 | try: |
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| 54 | CalcThread.isquit(self) |
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| 55 | except KeyboardInterrupt: |
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| 56 | msg = "Fitting: terminated by the user." |
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| 57 | raise KeyboardInterrupt(msg) |
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| 58 | |
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| 59 | def compute(self): |
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| 60 | """ |
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| 61 | Perform a fit |
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| 62 | """ |
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| 63 | msg = "" |
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| 64 | try: |
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| 65 | fitter_size = len(self.fitter) |
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| 66 | list_handler = [self.handler]*fitter_size |
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| 67 | list_curr_thread = [self]*fitter_size |
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| 68 | list_reset_flag = [self.reset_flag]*fitter_size |
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| 69 | list_map_get_attr = [map_getattr]*fitter_size |
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| 70 | list_fit_function = ['fit']*fitter_size |
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| 71 | list_q = [None]*fitter_size |
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| 72 | |
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| 73 | inputs = list(zip(list_map_get_attr, self.fitter, list_fit_function, |
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| 74 | list_q, list_q, list_handler, list_curr_thread, |
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| 75 | list_reset_flag)) |
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| 76 | result = list(map(map_apply, inputs)) |
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| 77 | results = (result, time.time()-self.starttime) |
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| 78 | if self.handler: |
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| 79 | self.completefn(results) |
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| 80 | else: |
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| 81 | return (results) |
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| 82 | |
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| 83 | except KeyboardInterrupt as msg: |
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| 84 | # Thread was interrupted, just proceed and re-raise. |
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| 85 | # Real code should not print, but this is an example... |
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| 86 | #print "keyboard exception" |
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| 87 | #Stop on exception during fitting. Todo: need to put |
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| 88 | #some mssg and reset progress bar. |
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| 89 | |
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| 90 | # Shouldn't this be re-raising? ConsoleUpdate doesn't act on it. |
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| 91 | # raise KeyboardInterrupt |
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| 92 | if self.handler is not None: |
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| 93 | self.handler.stop(msg=msg) |
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| 94 | except Exception as ex: |
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| 95 | # print "ERROR IN FIT THREAD: ", traceback.format_exc() |
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| 96 | if self.handler is not None: |
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| 97 | self.handler.error(msg=str(ex)) |
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| 98 | self.completefn(None) |
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| 99 | else: |
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| 100 | return(None) |
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| 101 | |
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| 102 | |
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| 103 | |
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| 104 | |
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