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)
