Secure your code as it's written. Use Snyk Code to scan source code in minutes - no build needed - and fix issues immediately.
def runPAdungey(quality):
#test for range of pitch angles
ticks = spt.tickrange('2002-04-18', '2002-04-19', 1)
loci = spc.Coords([[-4,0,0], [-5,0,0]], 'SM', 'car')
vals = []
for pp in range(1,91):
dum = lgmpy.get_Lstar(loci.data[1], ticks.UTC[1], alpha=pp, coord_system='SM',
Bfield='Lgm_B_Dungey', extended_out=True, LstarQuality=quality)
try:
vals.extend(dum[pp]['Lstar'])
except (IndexError, TypeError): #get_Lstar returns a 0-D nan in some cases...
vals.extend([dum[pp]['Lstar'].tolist()])
fig = plt.figure()
expect = dungeyLeq(tb.hypot(loci.data[1]))
#print(expect)
plt.plot(100*(dm.dmarray(vals)-expect)/expect, drawstyle='steps-mid')
plt.ylim([-0.01, 0.01])
plt.xlabel('Pitch Angle')
plt.ylabel('100*(L* - L*$_{exp}$)/L*$_{exp}$')
from __future__ import division
import matplotlib.pyplot as plt
import itertools
import datetime as dt
import lgmpy, copy
import spacepy.time as spt
import spacepy.datamodel as dm
import spacepy.toolbox as tb
#make figure
fig = plt.figure(figsize=(17, 21))
#set up test runs
nvals, rvals = 5, [3,4,5,6]
dates = spt.tickrange('2001-04-22T12:00:00', '2001-04-22T12:01:00', dt.timedelta(seconds=5))
alpha = 45
print('T89: alpha=%s, date range [%s, %s]' % (alpha, dates.UTC[0], dates.UTC[-1]))
#loop over radial positions, dates and quality flags
for rval in rvals:
print('Radial Distance: %s' % rval)
Lstar = [[]]*nvals
for date, qual in itertools.product(dates.UTC, range(nvals)):
print('%s, Quality=%d' % (date, qual))
pos = dm.dmarray([-1*rval, 0, 0], attrs={'sys': 'GSM'})
data = lgmpy.get_Lstar(pos, date, alpha=alpha, coord_system='GSM', Bfield='Lgm_B_T89c', LstarThresh=20.0, extended_out=True, LstarQuality=qual)
try:
Lstar[qual].extend(data[alpha]['Lstar'])
except TypeError:
Lstar[qual].append(data[alpha]['Lstar'].tolist())
#make plots