def on_message(self, message):
try:
if self.sim_id != None:
data = self.receive(message)
if data['status'] == 'activate':
wrapper.activate(self.sim_obj)
self.send({
'status': 'active',
'message': f'activated simulation {self.sim_id}',
})
else:
self.send({
'status':
'active',
'message':
'step',
'outputs':
wrapper.step(self.sim_obj, data['inputs']),
})
except tornado.websocket.WebSocketClosedError:
self.receive(
json.dumps({
'status': 'backend',
'message': 'websocket closed by client',
}))
except Exception as e:
self.receive({
'status': 'error',
'message': str(e),
})
def test_mutual_should_construct_mutual_information(self):
'''
Tests the mutual program to make sure it is working.
'''
data = numpy.loadtxt('test.dat')
(_, mutual) = wrapper.activate('mutual')
muts = mutual(input=data)
expected = numpy.array([
[ 0., 2.766932],
[ 1., 2.626527],
[ 2., 2.523629],
[ 3., 2.43525 ],
[ 4., 2.356612],
[ 5., 2.28539 ],
[ 6., 2.220294],
[ 7., 2.160475],
[ 8., 2.105323],
[ 9., 2.054395],
[10., 2.007321],
[11., 1.963788],
[12., 1.923651],
[13., 1.886742],
[14., 1.852874],
[15., 1.821637],
[16., 1.792148],
[17., 1.763563],
[18., 1.734117],
[19., 1.704597],
[20., 1.673778]
], dtype=numpy.float64)
self.assertEquals(muts.shape, expected.shape)
for i in xrange(21):
self.assertAlmostEqual(expected[i, 0], muts[i, 0])
self.assertAlmostEqual(expected[i, 1], muts[i, 1])
def on_message(self, message):
try:
if self.sim_id != None:
data = self.receive(message)
if data['message'] == 'activate':
wrapper.activate(self.sim)
self.send({'message': 'active'})
else:
self.send({
'message':
'active',
'outputs':
wrapper.step(self.sim, data['inputs']),
})
except tornado.websocket.WebSocketClosedError:
self.receive(
json.dumps({
'message': 'backend',
'status': 'WebSocket closed by client.',
}))
except Exception as e:
print(e)
'randomize_spike',
'randomize_uneven',
'rms',
'spectrum',
'spikeauto',
'spikespec',
'stp',
'surrogates',
'timerev',
'upo',
'upoembed',
'wiener',
'xc2',
'xrecur'
]
FILE_OUTPUT_REQUIRED = [
'boxcount',
'lyap_k',
'lyap_r',
'polynom',
'polypar',
]
selfmod = sys.modules[__name__]
selfmod.__dict__.update([wrapper.activate(program) for program in PROGRAMS])
selfmod.__dict__.update([
wrapper.activate(program, output_to_file=True)
for program in FILE_OUTPUT_REQUIRED
])
"pc",
"predict",
"project",
"randomize",
"randomize_auto",
"randomize_cool",
"randomize_cost",
"randomize_extend",
"randomize_perm",
"randomize_spike",
"randomize_uneven",
"rms",
"spectrum",
"spikeauto",
"spikespec",
"stp",
"surrogates",
"timerev",
"upo",
"upoembed",
"wiener",
"xc2",
"xrecur",
]
FILE_OUTPUT_REQUIRED = ["boxcount", "lyap_k", "lyap_r", "polynom", "polypar"]
selfmod = sys.modules[__name__]
selfmod.__dict__.update([wrapper.activate(program) for program in PROGRAMS])
selfmod.__dict__.update([wrapper.activate(program, output_to_file=True) for program in FILE_OUTPUT_REQUIRED])
