Difference between revisions of "Python/ScipyStats"

import sys
# On Linux environment, shipped Python is build with ucs2 on AOO 3.4. 
# So this can not work in general. I used custom ucs4 build.
sys.path.append("/usr/lib/python2.7/dist-packages")
 
import threading
 
scipy = None
 
 
class Foo(object):
    """ Scipy wrapper. 
 
        This class imports scipy module in the different thread to 
        avoid blocking of Python's main thread.
    """
 
    SCIPY_IMPORTED = False
    _scipy = None
    _scipy_stats = None
 
    def __init__(self):
        pass
 
    def is_imported(self):
        return self.__class__.SCIPY_IMPORTED
 
    def import_scipy(self):
        """ Import scipy in another thread. """
        if self.is_imported(): return True
 
        t = threading.Thread(None, self._import_scipy)
        t.start()
        if t.is_alive():
            t.join(5) # importing scipy needs long time
        #if not self.is_imported():
        #    raise Exception("Failed to import scipy.")
        return self.is_imported()
 
    def _import_scipy(self):
        try:
            import scipy as _scipy
            global scipy
            scipy = _scipy
 
            import scipy.stats as _stats
 
            self.__class__.SCIPY_IMPORTED = True
        except Exception as e:
            print(e)
 
    def scipy_stats_describe(self, a):
        if self.is_imported():
            return scipy.stats.describe(a)
        raise Exception("Not imported.")
 
 
def run():
    foo = Foo()
    if foo.import_scipy():
        s = foo.scipy_stats_describe((1, 2, 3, 4))
    else:
        s = "Failed to import"
    XSCRIPTCONTEXT.getDocument().getText().setString(str(s))