mitliagkas

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mitliagkas

# Taken almost verbatim from PySpark's doctest
from pyspark.accumulators import AccumulatorParam
class VectorAccumulatorParam(AccumulatorParam):
    def zero(self, value):
        return [0.0] * len(value)
    def addInPlace(self, val1, val2):
        for i in xrange(len(val1)):
             val1[i] += val2[i]
        return val1
xnew = sc.accumulator([0.0]*p, VectorAccumulatorParam())

mitliagkas

import inspect
for p in dir(sc):
    if p[0]=='_':
        continue
    if inspect.ismethod(sc.__getattribute__(p)):
        continue
    print p, sc.__getattribute__(p)
    print

mitliagkas

% Typesetting
	%\usepackage[margin=1in]{geometry}
	%\usepackage{fullpage}
	\usepackage{verbatim}

% Fonts and stuff
	%\usepackage{times}
	%\usepackage{soul}
	\usepackage{color}
	%\usepackage[usenames,dvipsnames]{color}

mitliagkas

\newcommand{\theHalgorithm}{\arabic{algorithm}}


%\newtheorem{theorem}{Theorem}
%\newtheorem{definition}[theorem]{Definition}
%\newtheorem{assumption}[theorem]{Assumption}
%\newtheorem{proposition}[theorem]{Proposition}
%\newtheorem{lemma}[theorem]{Lemma}
%\newtheorem{corollary}[theorem]{Corollary}

mitliagkas

part = np.argpartition(abs(x),len(x)-s,axis=0)
x[part[:-s]] = 0