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DataStorer.py
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DataStorer.py
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'''
This file
- Prepare matricies to store data into
- write result matrix to file using the parser file
- Started to clean this up a little ..
.
Ben
2016-04-13
'''
import numpy as np
# import tables as tb
# from time import time, sleep
from parsers import savemtx, make_header, ask_overwrite
import gc
class PrepDigitizer(object):
def __init__(self):
'''Handle 2 digitizers'''
pass
class DataStoreSP():
def __init__(self, folder, filen_0, dim_1, dim_2, dim_3,
label='_', cname='Voltage x1k'):
self._folder = folder
self._filen_1 = filen_0 + label + '.mtx'
self._head_1 = make_header(dim_1, dim_2, dim_3, cname)
self._matrix3d_1 = np.zeros((dim_3.pt, dim_2.pt, dim_1.pt))
self.UD = False
if dim_1.UD is True:
self._filen_2 = filen_0 + label + '_2' + '.mtx'
self.UD = True
self._matrix3d_2 = np.zeros((dim_3.pt, dim_2.pt, dim_1.pt))
def ask_overwrite(self):
ask_overwrite(self._folder+self._filen_1)
def record_data(self, vdata, kk, jj, ii=1):
self._matrix3d_1[kk, jj, ii] = vdata
def record_data2(self, vdata, kk, jj, ii=1):
self._matrix3d_2[kk, jj, ii] = vdata
def save_data(self):
savemtx(self._folder+self._filen_1,
self._matrix3d_1, header=self._head_1)
if self.UD is True:
savemtx(self._folder + self._filen_2,
self._matrix3d_2, header=self._head_1)
class DataStore4Vec():
def __init__(self, folder, filen_0, dim_1, dim_2, dim_3):
self._folder = folder
self._filen_1 = filen_0 + '_real' + '.mtx'
self._filen_2 = filen_0 + '_imag' + '.mtx'
self._filen_3 = filen_0 + '_mag' + '.mtx'
self._filen_4 = filen_0 + '_phase' + '.mtx'
self._head_1 = make_header(dim_1, dim_2, dim_3, 'S11 _real')
self._head_2 = make_header(dim_1, dim_2, dim_3, 'S11 _imag')
self._head_3 = make_header(dim_1, dim_2, dim_3, 'S11 _mag')
self._head_4 = make_header(dim_1, dim_2, dim_3, 'S11 _phase')
self._matrix3d_1 = np.zeros((dim_3.pt, dim_2.pt, dim_1.pt))
self._matrix3d_2 = np.zeros((dim_3.pt, dim_2.pt, dim_1.pt))
self._matrix3d_3 = np.zeros((dim_3.pt, dim_2.pt, dim_1.pt))
self._matrix3d_4 = np.zeros((dim_3.pt, dim_2.pt, dim_1.pt))
def ask_overwrite(self):
ask_overwrite(self._folder+self._filen_1)
def record_data(self, vnadata, kk, jj, ii=1):
self._phase_data = np.angle(vnadata)
vnadata = np.array(vnadata)
if vnadata.shape is ():
self._matrix3d_1[kk, jj, ii] = vnadata.real
self._matrix3d_2[kk, jj, ii] = vnadata.imag
self._matrix3d_3[kk, jj, ii] = np.absolute(vnadata)
self._matrix3d_4[kk, jj, ii] = self._phase_data
else:
self._matrix3d_1[kk, jj] = vnadata.real
self._matrix3d_2[kk, jj] = vnadata.imag
self._matrix3d_3[kk, jj] = np.absolute(vnadata)
self._matrix3d_4[kk, jj] = np.unwrap(self._phase_data)
def save_data(self):
savemtx(self._folder + self._filen_1, self._matrix3d_1, header=self._head_1)
savemtx(self._folder + self._filen_2, self._matrix3d_2, header=self._head_2)
savemtx(self._folder + self._filen_3, self._matrix3d_3, header=self._head_3)
savemtx(self._folder + self._filen_4, self._matrix3d_4, header=self._head_4)
class DataStore2Vec():
def __init__(self, folder, filen_0, dim_1, dim_2, dim_3, label='_'):
self._folder = folder
self._filen_3 = filen_0 + label + '_mag' + '.mtx'
self._filen_4 = filen_0 + label + '_phase' + '.mtx'
self._head_3 = make_header(dim_1, dim_2, dim_3, 'S11 _mag')
self._head_4 = make_header(dim_1, dim_2, dim_3, 'S11 _phase')
self._matrix3d_3 = np.zeros((dim_3.pt, dim_2.pt, dim_1.pt))
self._matrix3d_4 = np.zeros((dim_3.pt, dim_2.pt, dim_1.pt))
def ask_overwrite(self):
ask_overwrite(self._folder+self._filen_1)
def record_data(self, mag, phase, kk, jj, ii=1):
if len([mag]) == 1:
self._matrix3d_3[kk, jj, ii] = mag
self._matrix3d_4[kk, jj, ii] = phase
else:
self._matrix3d_3[kk, jj] = mag
self._matrix3d_4[kk, jj] = np.unwrap(phase)
def save_data(self):
savemtx(self._folder + self._filen_3, self._matrix3d_3, header=self._head_3)
savemtx(self._folder + self._filen_4, self._matrix3d_4, header=self._head_4)
class DataStore11Vec():
def __init__(self, folder, filen_0, dim_1, dim_2, dim_3, label='_'):
''' Folder where to save the data files,
filen_0 is the base name added to each file,
dim_1,2,3 are the sweep objects used to grab data length and names,
label is something that can be added to the filename
'''
gc.collect()
self._folder = folder
self.filen = []
self.head = []
self.filen.append(filen_0 + label + '_cI1I1' + '.mtx')
self.filen.append(filen_0 + label + '_cQ1Q1' + '.mtx')
self.filen.append(filen_0 + label + '_cI2I2' + '.mtx')
self.filen.append(filen_0 + label + '_cQ2Q2' + '.mtx')
self.filen.append(filen_0 + label + '_cI1Q1' + '.mtx')
self.filen.append(filen_0 + label + '_cI2Q2' + '.mtx')
self.filen.append(filen_0 + label + '_cI1I2' + '.mtx')
self.filen.append(filen_0 + label + '_cQ1Q2' + '.mtx')
self.filen.append(filen_0 + label + '_cI1Q2' + '.mtx')
self.filen.append(filen_0 + label + '_cQ1I2' + '.mtx')
self.filen.append(filen_0 + label + '_SqMag' + '.mtx')
self.filen.append(filen_0 + label + '_SqPhs' + '.mtx')
self.filen.append(filen_0 + label + '_SqMag2' + '.mtx')
self.filen.append(filen_0 + label + '_cPow' + '.mtx')
for i in range(10):
self.head.append(make_header(dim_1, dim_2, dim_3, 'cCov'))
self.head.append(make_header(dim_1, dim_2, dim_3, 'Sq-Mag'))
self.head.append(make_header(dim_1, dim_2, dim_3, 'Sq-Phs'))
self.head.append(make_header(dim_1, dim_2, dim_3, 'Sq-Mag2'))
self.head.append(make_header(dim_1, dim_2, dim_3, 'cPower'))
self.matrix3d = np.memmap(folder+'cov.dat', dtype=np.float32, mode='w+',
shape=(14, dim_3.pt, dim_2.pt, dim_1.pt))
def ask_overwrite(self):
ask_overwrite(self._folder+self._filen_1)
def record_data(self, data, kk, jj, ii):
for k in range(self.matrix3d.shape[0]):
self.matrix3d[k, :, jj, ii] = data[k, :]
def save_data(self):
for K in range(self.matrix3d.shape[0]):
savemtx(self._folder + self.filen[K], self.matrix3d[K], header=self.head[K])