def testSaveLoadPickle(self):
"""savePickle should write a pickle to disk and loadPickle should load it"""
tb.savepickle(os.path.join(self.tempdir, 'test_pickle_1.pkl'), self.D1)
files = glob.glob(os.path.join(self.tempdir, '*.pkl'))
self.assertTrue(os.path.join(self.tempdir, 'test_pickle_1.pkl') in files)
DD = tb.loadpickle(os.path.join(self.tempdir, 'test_pickle_1.pkl'))
self.assertEqual(self.D1, DD)
def testSaveLoadPickle(self):
"""savePickle should write a pickle to disk and loadPickle should load it"""
tb.savepickle(os.path.join(self.tempdir, 'test_pickle_1.pkl'), self.D1)
files = glob.glob(os.path.join(self.tempdir, '*.pkl'))
self.assertTrue(os.path.join(self.tempdir, 'test_pickle_1.pkl') in files)
DD = tb.loadpickle(os.path.join(self.tempdir, 'test_pickle_1.pkl'))
self.assertEqual(self.D1, DD)
def runQs():
#make figure
fig = plt.figure(figsize=(17, 21))
#set up test runs
nvals, rvals = 5, [2, 3, 4, 5, 6]
dates = spt.tickrange('2001-04-22T12:00:00', '2001-04-23T23:00:00', 1/24)
alpha = 45
#loop over radial positions, dates and quality flags
for rval in rvals:
Lstar = [[]]*nvals
for date, qual in itertools.product(dates.UTC, range(nvals)):
pos = dm.dmarray([-1*rval, 0, 0], attrs={'sys': 'SM'})
data = lgmpy.get_Lstar(pos, date, alpha=alpha, coord_system='SM', Bfield='Lgm_B_cdip', LstarThresh=20.0, extended_out=True, LstarQuality=qual)
try:
Lstar[qual].extend(data[alpha]['Lstar'])
except TypeError:
Lstar[qual].append(data[alpha]['Lstar'].tolist())
print('Did [-%d,0,0] for all qualities' % rval)
#make plots
fstr = '%d1%d' % (len(rvals), rval-rvals[0]+1)
ax = fig.add_subplot(fstr)
ax.boxplot(Lstar)
#ax = plt.gca()
ax.set_title('LGM - Centred dipole [-%d, 0, 0]$_{SM}$; PA=%d$^{o}$' % (rval, alpha))
ax.set_ylabel('L* (LanlGeoMag)')
ax.set_xlabel('Quality Flag')
ax.set_xticklabels([str(n) for n in range(5)])
tb.savepickle('lgm_cdip_lstar%d_alpha%d.pkl' % (rval, alpha), {'Lstar': Lstar})
plt.ylim([rval-0.04, rval+0.04])
plt.savefig('lgm_cdip_verify%d.png' % alpha, dpi=300)
def runQs():
#make figure
fig = plt.figure(figsize=(17, 21))
#set up test runs
nvals, rvals = 5, [2, 3, 4, 5, 6]
dates = spt.tickrange('2001-04-22T12:00:00', '2001-04-23T23:00:00', 1 / 24)
alpha = 45
#loop over radial positions, dates and quality flags
for rval in rvals:
Lstar = [[]] * nvals
for date, qual in itertools.product(dates.UTC, range(nvals)):
pos = dm.dmarray([-1 * rval, 0, 0], attrs={'sys': 'SM'})
data = lgmpy.get_Lstar(pos,
date,
alpha=alpha,
coord_system='SM',
Bfield='Lgm_B_cdip',
LstarThresh=20.0,
extended_out=True,
LstarQuality=qual)
try:
Lstar[qual].extend(data[alpha]['Lstar'])
except TypeError:
Lstar[qual].append(data[alpha]['Lstar'].tolist())
print('Did [-%d,0,0] for all qualities' % rval)
#make plots
fstr = '%d1%d' % (len(rvals), rval - rvals[0] + 1)
ax = fig.add_subplot(fstr)
ax.boxplot(Lstar)
#ax = plt.gca()
ax.set_title('LGM - Centred dipole [-%d, 0, 0]$_{SM}$; PA=%d$^{o}$' %
(rval, alpha))
ax.set_ylabel('L* (LanlGeoMag)')
ax.set_xlabel('Quality Flag')
ax.set_xticklabels([str(n) for n in range(5)])
tb.savepickle('lgm_cdip_lstar%d_alpha%d.pkl' % (rval, alpha),
{'Lstar': Lstar})
plt.ylim([rval - 0.04, rval + 0.04])
plt.savefig('lgm_cdip_verify%d.png' % alpha, dpi=300)
def test_assemble(self):
tb.savepickle(os.path.join(self.tempdir, 'test_pickle_1.pkl'), self.D1)
tb.savepickle(os.path.join(self.tempdir, 'test_pickle_2.pkl'), self.D2)
tb.savepickle(os.path.join(self.tempdir, 'test_pickle_3.pkl'), self.D3)
expected = self.all
result = tb.assemble(os.path.join(self.tempdir, 'test_pickle_[1-3].pkl'), os.path.join(self.tempdir, 'test_all.pkl'), sortkey=None, verbose=False)
for key in result:
result[key] = result[key].tolist()
self.assertEqual(expected, result)
def test_assemble(self):
tb.savepickle(os.path.join(self.tempdir, 'test_pickle_1.pkl'), self.D1)
tb.savepickle(os.path.join(self.tempdir, 'test_pickle_2.pkl'), self.D2)
tb.savepickle(os.path.join(self.tempdir, 'test_pickle_3.pkl'), self.D3)
expected = self.all
result = tb.assemble(os.path.join(self.tempdir, 'test_pickle_[1-3].pkl'), os.path.join(self.tempdir, 'test_all.pkl'), sortkey=None, verbose=False)
for key in result:
result[key] = result[key].tolist()
self.assertEqual(expected, result)