def crossExpContour(dm):
"""
desc:
Plots a multipanel contour plot depicting the correlation between
pupil size and fixation saliency for each experiment.
arguments:
dm:
type: DataMatrix
"""
assert(constants.exp == 'exp1')
Plot.new(constants.bigPlot)
plt.subplot(221)
simpleContour(dm, title='Exp. 1')
constants.exp = 'exp2'
dm = helpers.getDataMatrix(cacheId='data.%s' % constants.exp)
dm = helpers.filter(dm, cacheId='filter.%s' % constants.exp)
plt.subplot(222)
simpleContour(dm, title='Exp. 2')
constants.exp = 'exp3'
dm = helpers.getDataMatrix(cacheId='data.%s' % constants.exp)
dm = helpers.filter(dm, cacheId='filter.%s' % constants.exp)
plt.subplot(223)
simpleContour(dm.select('cond == "single"'), title='Exp. 3 single')
plt.subplot(224)
simpleContour(dm.select('cond == "dual"'), title='Exp. 3 dual')
Plot.save('correlationPlot', folder='crossExp', show=constants.show)
def crossExpWindowPlot(dm):
"""
desc:
Creates a window plot with the Exp. 1 and 2 as individual lines.
arguments:
dm:
type: DataMatrix
"""
assert(constants.exp == 'exp1')
Plot.new(constants.widePlot)
helpers.windowPlot(dm, standalone=False, color=constants.exp1Col,
label='Exp. 1')
constants.exp = 'exp2'
dm = helpers.getDataMatrix(cacheId='data.%s' % constants.exp)
dm = helpers.filter(dm, cacheId='filter.%s' % constants.exp)
helpers.windowPlot(dm, standalone=False, color=constants.exp2Col,
label='Exp. 2')
plt.legend(frameon=False)
Plot.save('windowPlot', folder='crossExp', show=constants.show)
"""
This file is part of P0010.5.
P0010.5 is free software: you can redistribute it and/or modify
it under the terms of the GNU General Public License as published by
the Free Software Foundation, either version 3 of the License, or
(at your option) any later version.
P0010.5 is distributed in the hope that it will be useful,
but WITHOUT ANY WARRANTY; without even the implied warranty of
MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the
GNU General Public License for more details.
You should have received a copy of the GNU General Public License
along with P0010.5. If not, see <http://www.gnu.o#!/bin/basjhrg/licenses/>.
"""
import sys
from exparser import Tools
from analysis import helpers, helpersExp1, helpersExp2, helpersExp3, \
constants, helpersCrossExp
if constants.exp != None:
dm = helpers.getDataMatrix(cacheId='data.%s' % constants.exp)
dm = helpers.filter(dm, cacheId='filter.%s' % constants.exp)
print('N = %d' % len(dm))
else:
dm = None
Tools.analysisLoop(dm, mods=[helpers, helpersExp1, helpersExp2, helpersExp3,
helpersCrossExp])
