def setUp(self): cfg = getconfig() self.tmpdir = cfg["tmpdir"][3:] self.cacheloc = os.path.join(self.tmpdir, "cache", "unittest-cache") self.pipe = get_default_pipeline() self.pipe.set_skipstages(["KalmanStage","DrawStage"]) output = self.pipe.run(get_compress_input()) ca = Cache(self.cacheloc) ca.write(output)
def setUp(self): cfg = getconfig() self.tmpdir = cfg["tmpdir"][3:] self.cacheloc = os.path.join(self.tmpdir, "cache", "unittest-cache") self.pipe = get_default_pipeline() self.pipe.set_skipstages(["KalmanStage", "DrawStage"]) output = self.pipe.run(get_compress_input()) ca = Cache(self.cacheloc) ca.write(output)
tsnames.append(narr[1] + "." + narr[0]) input['ts_names'] = tsnames output = pipeline.run(input) W = output['projection'] num_hvs = output['maxhvs'] index = 0 #dumpoutput = [[[],[],[],darr] for darr in output['data'].T] dumpoutput = output['data'] origoutput = output['data'] output['data'] = dumpoutput outdir = "../etc/tmp/cache/abilene" cache = Cache(outdir) cache.write(output) output['data'] = origoutput #plot all timeseries #for i in numpy.arange(num_nodes): # pylab.clf() # pylab.plot(numpy.arange(X[:,i].size)+1,X[:,i]) # pylab.title("Plot of node flow " + str(i)) # pylab.savefig(os.path.join('../etc/tmp/abilene_scatter',str(i)+".png")) fig = pylab.figure() fig.subplots_adjust(left=0.15) ax = fig.add_subplot(111) MSIZE = 7 ax.plot(W[:,0],W[:,1],"go",markersize=MSIZE)
tsnames.append(narr[1] + "." + narr[0]) input['ts_names'] = tsnames output = pipeline.run(input) W = output['projection'] num_hvs = output['maxhvs'] index = 0 #dumpoutput = [[[],[],[],darr] for darr in output['data'].T] dumpoutput = output['data'] origoutput = output['data'] output['data'] = dumpoutput outdir = "../etc/tmp/cache/abilene" cache = Cache(outdir) cache.write(output) output['data'] = origoutput #plot all timeseries #for i in numpy.arange(num_nodes): # pylab.clf() # pylab.plot(numpy.arange(X[:,i].size)+1,X[:,i]) # pylab.title("Plot of node flow " + str(i)) # pylab.savefig(os.path.join('../etc/tmp/abilene_scatter',str(i)+".png")) fig = pylab.figure() fig.subplots_adjust(left=0.15) ax = fig.add_subplot(111) MSIZE = 7 ax.plot(W[:, 0], W[:, 1], "go", markersize=MSIZE)