import sys, time
from data_util.calcthread import CalcThread

class CalcPr(CalcThread):
    """
    Compute P(r)
    """
    
    def __init__(self, pr, nfunc=5, error_func=None,
                 completefn = None,
                 updatefn   = None,
                 yieldtime  = 0.01,
                 worktime   = 0.01
                 ):
        """
        """
        CalcThread.__init__(self,completefn,
                 updatefn,
                 yieldtime,
                 worktime)
        self.pr = pr
        self.nfunc = nfunc
        self.error_func = error_func
        self.starttime = 0
        
    def compute(self):
        """
        Perform P(r) inversion
        """
        try:
            self.starttime = time.time()
            out, cov = self.pr.invert(self.nfunc)
            #out, cov = self.pr.lstsq(self.nfunc)
            #out, cov = self.pr.invert_optimize(self.nfunc)
            elapsed = time.time()-self.starttime
            self.complete(out=out, cov=cov, pr=self.pr, elapsed=elapsed)
        except KeyboardInterrupt:
            # Thread was interrupted, just proceed
            pass
        except:
            if not self.error_func==None:
                self.error_func("CalcPr.compute: %s" % sys.exc_value)

class EstimatePr(CalcThread):
    """
    Estimate P(r)
    """
    
    def __init__(self, pr, nfunc=5, error_func=None,
                 completefn = None,
                 updatefn   = None,
                 yieldtime  = 0.01,
                 worktime   = 0.01
                 ):
        CalcThread.__init__(self,completefn,
                 updatefn,
                 yieldtime,
                 worktime)
        self.pr = pr
        self.nfunc = nfunc
        self.error_func = error_func
        self.starttime = 0
        
    def compute(self):
        """
        Calculates the estimate
        """
        try:            
            alpha, message, elapsed = self.pr.estimate_alpha(self.nfunc)
            self.isquit()
            self.complete(alpha=alpha, message=message, elapsed=elapsed)
        except KeyboardInterrupt:
            # Thread was interrupted, just proceed
            pass
        except:
            if not self.error_func==None:
                self.error_func("EstimatePr.compute: %s" % sys.exc_value)

class EstimateNT(CalcThread):
    """
    """
    def __init__(self, pr, nfunc=5, error_func=None,
                 completefn = None,
                 updatefn   = None,
                 yieldtime  = 0.01,
                 worktime   = 0.01
                 ):
        CalcThread.__init__(self,completefn,
                 updatefn,
                 yieldtime,
                 worktime)
        self.pr = pr
        self.nfunc = nfunc
        self.error_func = error_func
        self.starttime = 0
        self._time_for_sleep = 0
        self._sleep_delay = 1.0


    def isquit(self):
        """
        """
        CalcThread.isquit(self)
        if time.time()>self._time_for_sleep+self._sleep_delay:
            time.sleep(.2)
            self._time_for_sleep = time.time()

    def compute(self):
        """
        Calculates the estimate
        """
        try:            
            t_0 = time.time()
            self._time_for_sleep = t_0
            nterms, alpha, message = self.pr.estimate_numterms(self.isquit)
            t_1 = time.time()-t_0
            self.isquit()
            self.complete(nterms=nterms, alpha=alpha, message=message, elapsed=t_1)
        except KeyboardInterrupt:
            # Thread was interrupted, just proceed
            pass
        except:
            if not self.error_func==None:
                self.error_func("EstimatePr2.compute: %s" % sys.exc_value)