def loadData(self, magneticData, direction = 1):
self.standard = magneticData[0]
self.sampleSize = len(self.standard)
data = []
for line in magneticData:
diff, path = dtwDistance(self.standard, line)
lineData = dtwExtend(line, path)
data.append(lineData)
self.data = data
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 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()