Mercurial > repos > yufei-luo > s_mart
diff SMART/Java/Python/plot.py @ 6:769e306b7933
Change the repository level.
author | yufei-luo |
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date | Fri, 18 Jan 2013 04:54:14 -0500 |
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children | 94ab73e8a190 |
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--- /dev/null Thu Jan 01 00:00:00 1970 +0000 +++ b/SMART/Java/Python/plot.py Fri Jan 18 04:54:14 2013 -0500 @@ -0,0 +1,223 @@ +#! /usr/bin/env python +# +# Copyright INRA-URGI 2009-2010 +# +# This software is governed by the CeCILL license under French law and +# abiding by the rules of distribution of free software. You can use, +# modify and/ or redistribute the software under the terms of the CeCILL +# license as circulated by CEA, CNRS and INRIA at the following URL +# "http://www.cecill.info". +# +# As a counterpart to the access to the source code and rights to copy, +# modify and redistribute granted by the license, users are provided only +# with a limited warranty and the software's author, the holder of the +# economic rights, and the successive licensors have only limited +# liability. +# +# In this respect, the user's attention is drawn to the risks associated +# with loading, using, modifying and/or developing or reproducing the +# software by the user in light of its specific status of free software, +# that may mean that it is complicated to manipulate, and that also +# therefore means that it is reserved for developers and experienced +# professionals having in-depth computer knowledge. Users are therefore +# encouraged to load and test the software's suitability as regards their +# requirements in conditions enabling the security of their systems and/or +# data to be ensured and, more generally, to use and operate it in the +# same conditions as regards security. +# +# The fact that you are presently reading this means that you have had +# knowledge of the CeCILL license and that you accept its terms. +# + +""" +Plot the data from the data files +""" + +import os, re, math +from optparse import OptionParser +from SMART.Java.Python.structure.TranscriptContainer import TranscriptContainer +from SMART.Java.Python.misc.RPlotter import RPlotter +from SMART.Java.Python.misc.Progress import Progress +from commons.core.utils.FileUtils import FileUtils + +class Plot(object): + + def __init__(self, verbosity): + self.verbosity = verbosity + self.keep = False + + def keepTmpFiles(self, boolean): + self.keep = boolean + + def setShape(self, shape): + self.shape = shape + + def setInputFileName(self, fileName, format): + self.parser = TranscriptContainer(fileName, format, self.verbosity) + + def setXData(self, tag, default): + self.x = tag + self.xDefault = default + + def setYData(self, tag, default): + self.y = tag + self.yDefault = default + + def setZData(self, tag, default): + self.z = tag + self.zDefault = default + + def setNbBars(self, nbBars): + self.nbBars = nbBars + + def setOutputFileName(self, fileName): + self.outputFileName = fileName + + def setRegression(self, regression): + self.regression = regression + + def setLog(self, log): + self.log = log + + def createPlotter(self): + self.plotter = RPlotter(self.outputFileName, self.verbosity, self.keep) + if self.shape == "barplot": + self.plotter.setBarplot(True) + elif self.shape == "line": + pass + elif self.shape == "points": + self.plotter.setPoints(True) + elif self.shape == "heatPoints": + self.plotter.setHeatPoints(True) + else: + raise Exception("Do not understand shape '%s'\n" % (self.shape)) + + self.plotter.setLog(self.log) + self.plotter.setRegression(self.regression) + + def getValues(self, transcript): + x = transcript.getTagValue(self.x) + y = None + z = None + if self.y != None: + y = transcript.getTagValue(self.y) + if self.z != None: + z = transcript.getTagValue(self.z) + if x == None: + if self.xDefault != None: + x = self.xDefault + else: + raise Exception("Error! Transcript %s do not have the x-tag %s\n" % (transcript, self.x)) + if self.y != None: + if y == None: + if self.yDefault != None: + y = self.yDefault + else: + raise Exception("Error! Transcript %s do not have the y-tag %s\n" % (transcript, self.y)) + if self.z != None: + if z == None: + if self.zDefault != None: + z = self.zDefault + else: + raise Exception("Error! Transcript %s do not have the z-tag %s\n" % (transcript, self.z)) + x = float(x) + if self.y != None: + y = float(y) + if self.z != None: + z = float(z) + return (x, y, z) + + def correctPointsToBarplot(self, line): + minValue = int(math.floor(min(line.keys()))) + maxValue = int(math.ceil(max(line.keys()))) + step = (maxValue - minValue) / self.nbBars + values = dict([i * step + minValue, 0] for i in range(0, self.nbBars)) + top = (self.nbBars - 1) * step + minValue + for key, value in line.iteritems(): + newKey = min(top, int(math.floor((key - minValue) / float(maxValue - minValue) * self.nbBars)) * step + minValue) + values[newKey] += value + return values + + def parseFile(self): + line = {} + heatLine = {} + + cpt = 1 + for transcript in self.parser.getIterator(): + x, y, z = self.getValues(transcript) + name = transcript.name + if name == "unnamed transcript": + name = "transcript %d" % (cpt) + cpt += 1 + if self.shape in ("points", "heatPoints"): + line[name] = (x, y) + if self.shape == "heatPoints": + heatLine[name] = z + if self.shape == "line": + line[x] = y + if self.shape == "barplot": + line[x] = line.get(x, 0) + 1 + if self.shape == "barplot": + line = self.correctPointsToBarplot(line) + self.plotter.setXLabel(self.x) + if self.y != None: + self.plotter.setYLabel(self.y) + else: + self.plotter.setYLabel("Count") + self.plotter.addLine(line) + if self.shape == "heatPoints": + self.plotter.addHeatLine(heatLine) + self.plotter.plot() + + def close(self): + if self.regression: + print self.plotter.getCorrelationData() + if self.shape == "points": + rho = self.plotter.getSpearmanRho() + if rho == None: + print "Cannot compute Spearman rho." + else: + print "Spearman rho: %f" % (rho) + + def run(self): + self.createPlotter() + self.parseFile() + self.close() + + +if __name__ == "__main__": + + # parse command line + description = "Plot v1.0.2: Plot some information from a list of transcripts. [Category: Visualization]" + + parser = OptionParser(description = description) + parser.add_option("-i", "--input", dest="inputFileName", action="store", type="string", help="input file [compulsory] [format: file in transcript format given by -f]") + parser.add_option("-f", "--format", dest="format", action="store", type="string", help="format of the input [compulsory] [format: transcript file format]") + parser.add_option("-x", "--x", dest="x", action="store", type="string", help="tag for the x value [format: string]") + parser.add_option("-y", "--y", dest="y", action="store", type="string", help="tag for the y value [format: string]") + parser.add_option("-z", "--z", dest="z", action="store", default=None, type="string", help="tag for the z value [format: string]") + parser.add_option("-X", "--xDefault", dest="xDefault", action="store", default=None, type="float", help="value for x when tag is not present [format: float]") + parser.add_option("-Y", "--yDefault", dest="yDefault", action="store", default=None, type="float", help="value for y when tag is not present [format: float]") + parser.add_option("-Z", "--zDefault", dest="zDefault", action="store", default=None, type="float", help="value for z when tag is not present [format: float]") + parser.add_option("-o", "--output", dest="outputFileName", action="store", type="string", help="output file names [format: output file in PNG format]") + parser.add_option("-s", "--shape", dest="shape", action="store", default="barplot", type="string", help="shape of the plot [format: choice (barplot, line, points, heatPoints)]") + parser.add_option("-n", "--nbBars", dest="nbBars", action="store", default=2, type="int", help="number of bars in barplot [format: int]") + parser.add_option("-k", "--keep", dest="keep", action="store_true", default=False, help="keep temporary files [format: bool]") + parser.add_option("-r", "--regression", dest="regression", action="store_true", default=False, help="plot regression line (in 'points' format) [format: bool]") + parser.add_option("-l", "--log", dest="log", action="store", default="y", type="string", help="use log on x- or y-axis (write 'x', 'y' or 'xy') [format: string]") + parser.add_option("-v", "--verbosity", dest="verbosity", action="store", default=1, type="int", help="trace level [format: int]") + (options, args) = parser.parse_args() + + plot = Plot(options.verbosity) + plot.setInputFileName(options.inputFileName, options.format) + plot.setOutputFileName(options.outputFileName) + plot.setXData(options.x, options.xDefault) + plot.setYData(options.y, options.yDefault) + plot.setZData(options.z, options.zDefault) + plot.setShape(options.shape) + plot.setNbBars(options.nbBars) + plot.setRegression(options.regression) + plot.setLog(options.log) + plot.keepTmpFiles(options.keep) + plot.run() +