def load(self, fileList):
loader = DataLoader()
self.standard = loader.read(fileList[0])
self.sampleSize = len(self.standard)
data = []
# extend all data to same length
for dataFile in fileList:
line = loader.read(dataFile)
dist, path = dtwDistance(self.standard, line)
lineData = dtwExtend(line, path)
data.append(lineData)
self.data = data
def testResizing():
testdata = config.data['datafile']['test']
dl = DataLoader()
data = dl.read(testdata[0])
print len(data)
newdata = BoxStretch(data, 600)
ml = MagneticLine()
ml.addLine(data, "origin")
ml.addLine(newdata, "newline")
ml.show()
def testGraphing():
# import scipy.misc.imresize
testdata = config.data['datafile']['test']
dl = DataLoader()
l = dl.read(testdata[0])
l2 = dl.read(testdata[1])
l3 = dl.read(testdata[2])
ml = MagneticLine()
# l = np.array(l)
# l1 = np.kron(l, [0.5, 0.5])
# l2 = np.kron(l, [1, 1])
# l3 = np.kron(l, [1.5, 1.5])
# l2 = np.array(l2)
# l2 = np.kron(l2, [1,2])
ml.addLine(l, "a0")
# ml.addLine(l1, "a1")
ml.addLine(l2, "a1")
ml.addLine(l3, "b0")
ml.show()
def testGraphing():
testdata = config.data['datafile']['test']
dl = DataLoader()
l = dl.read(testdata[0])
l2 = dl.read(testdata[1])
l3 = dl.read(testdata[2])
ml = MagneticLine()
dist, path = dtwDistance(l, l2)
lineData = dtwExtend(l2, path)
print path
# l = np.array(l)
# l1 = np.kron(l, [0.5, 0.5])
# l2 = np.kron(l, [1, 1])
# l3 = np.kron(l, [1.5, 1.5])
# l2 = np.array(l2)
# l2 = np.kron(l2, [1,2])
ml.addLine(l, "a0")
# ml.addLine(l1, "a1")
ml.addLine(l2, "a1")
ml.addLine(lineData, "b0")
ml.show()
def main():
loader = DataLoader()
data = loader.read(config.data["datafile"]["test"][0])
context = zmq.Context()
publisher = context.socket(zmq.REQ)
publisher.connect("tcp://127.0.0.1:9988")
index = 20
path_particles_count = len(data)
while True:
currPos = float(index) / path_particles_count * 18.18
publisher.send(json.dumps({"data": data[index - 5 : index], "id": 1, "currPos": currPos}))
recv = publisher.recv()
print json.loads(recv)
time.sleep(0.5)
index += 5
from config.Config import config from data.DataLoader import DataLoader from algorithm.Dtw import dtwCalculate testdatafilename = config.data['datafile']['test'] dl = DataLoader() line1 = dl.read(testdatafilename[0]) sub = line1[100:105] dist, position= dtwCalculate(sub, line1)
def loadFileGraph(self, filename):
filepath = './data/' + filename
if os.path.isfile(filepath):
loader = DataLoader()
self.setLine(loader.read(filepath))
self.draw()