def stime_to_ddate2(stime):
"""
change data in second from 1998.1.1 to yyyymmdd format
input: stime --- time in seconds from 1998.1.1
output: dtime --- date in the form of yyyymmdd (e.g. 20150819)
"""
tlist = tcnv.axTimeMTA(stime)
atemp = re.split(':', tlist)
year = int(float(atemp[0]))
lyear = str(atemp[0])
ydate = int(float(atemp[1]))
[mon, date] = tcnv.changeYdateToMonDate(year, ydate)
smon = str(mon)
if mon < 10:
smon = '0' + smon
sday = str(date)
if date < 10:
sday = '0' + sday
dtime = lyear + smon + sday
return dtime
def stime_to_ddate2(stime):
"""
change data in second from 1998.1.1 to yyyymmdd format
input: stime --- time in seconds from 1998.1.1
output: dtime --- date in the form of yyyymmdd (e.g. 20150819)
"""
tlist = tcnv.axTimeMTA(stime)
atemp = re.split(':', tlist)
year = int(float(atemp[0]))
lyear = str(atemp[0])
ydate = int(float(atemp[1]))
[mon, date] = tcnv.changeYdateToMonDate(year, ydate)
smon = str(mon)
if mon < 10:
smon = '0' + smon
sday = str(date)
if date < 10:
sday = '0' + sday
dtime = lyear + smon + sday
return dtime
def stime_to_ddate(stime):
"""
change data in second from 1998.1.1 to mm/dd/yy format
input: stime --- time in seconds from 1998.1.1
output: dtime --- date in the form of mm/dd/yy (e.g. 08/19/15)
"""
tlist = tcnv.axTimeMTA(stime)
atemp = re.split(':', tlist)
year = int(float(atemp[0]))
ydate = int(float(atemp[1]))
[mon, date] = tcnv.changeYdateToMonDate(year, ydate)
lyear = str(atemp[0])
syr = lyear[2] + lyear[3]
smon = str(mon)
if mon < 10:
smon = '0' + smon
sday = str(date)
if date < 10:
sday = '0' + sday
dtime = smon + '/' + sday + '/' + syr
return dtime
def start_stop_period(year, yday):
"""
convert year and yday to the mm/dd/yy, 00:00:00 format
input: year --- year
yday --- yday
output: [start, stop] --- in the format of mm/dd/yy, 00:00:00
"""
lyear = str(year)
syear = lyear[2] + lyear[3]
[mon, mday] = tcnv.changeYdateToMonDate(year, yday)
smon = str(mon)
if mon < 10:
smon = '0' + smon
sday = str(mday)
if mday < 10:
sday = '0' + sday
start = smon + '/' + sday + '/' + syear
stop = start
start = start + ',00:00:00'
stop = stop + ',23:59:59'
return [start, stop]
def stime_to_ddate(stime):
"""
change data in second from 1998.1.1 to mm/dd/yy format
input: stime --- time in seconds from 1998.1.1
output: dtime --- date in the form of mm/dd/yy (e.g. 08/19/15)
"""
tlist = tcnv.axTimeMTA(stime)
atemp = re.split(':', tlist)
year = int(float(atemp[0]))
ydate = int(float(atemp[1]))
[mon, date] = tcnv.changeYdateToMonDate(year, ydate)
lyear = str(atemp[0])
syr = lyear[2] + lyear[3]
smon = str(mon)
if mon < 10:
smon = '0' + smon
sday = str(date)
if date < 10:
sday = '0' + sday
dtime = smon + '/' + sday + '/' + syr
return dtime
def start_stop_period(year, yday):
"""
convert year and yday to the mm/dd/yy, 00:00:00 format
input: year --- year
yday --- yday
output: [start, stop] --- in the format of mm/dd/yy, 00:00:00
"""
lyear = str(year)
syear = lyear[2] + lyear[3]
[mon, mday] = tcnv.changeYdateToMonDate(year, yday)
smon = str(mon)
if mon < 10:
smon = '0' + smon
sday = str(mday)
if mday < 10:
sday = '0' + sday
start = smon + '/' + sday + '/' + syear
stop = start
start = start + ',00:00:00'
stop = stop + ',23:59:59'
return [start, stop]
def get_data_period():
"""
set start and stop time of the data period
input: none
output: [start, stop] --- in format of mm/dd/yy
"""
#
#--- find the last date of the data update
#
maxt = 0
for dname in ('I2cp.dat', 'I3cp.dat', 'S2cp.dat', 'S3cp.dat'):
file = web_dir + dname
f = open(file, 'r')
data = [line.strip() for line in f.readlines()]
f.close()
atemp = re.split('\s+', data[-1])
val = float(atemp[0])
if val > maxt:
maxt = int(val)
atemp = tcnv.axTimeMTA(str(maxt))
ttemp = re.split(':', atemp)
year = int(float(ttemp[0]))
ydate = int(float(ttemp[1]))
(month, mdate) = tcnv.changeYdateToMonDate(year, ydate)
smon = str(month)
if month < 10:
smon = '0' + smon
sday = str(mdate)
if mdate < 10:
sday = '0' + sday
start = smon + '/' + sday + '/' + ttemp[0][2] + ttemp[0][3]
#
#--- find today's date; it will be the last date of the period
#
ctime = datetime.datetime.now()
syear = str(ctime.year)
month = ctime.month
cmon = str(month)
if month < 10:
cmon = '0' + cmon
date = ctime.day
cday = str(date)
if date < 10:
cday = '0' + cday
stop = cmon + '/' + cday + '/' + syear[2] + syear[3]
return [start, stop]
def make_data_list(year, mon, day, tail):
"""
make a data list from the last entry date to the most current data
input: year --- the year of the last entry
mon --- the month of the last entry
day --- the day of month of the last entry
tail --- the suffix of the data file
output dlist --- a list of data names
"""
#
#--- convert the date into seconds from 1998.1.1
#
dst = tcnv.convertDateToTime2(year, mon, day)
#
#--- find today's time
#
today = tcnv.currentTime()
cyear = today[0]
cmon = today[1]
cday = today[2]
cdst = tcnv.convertDateToTime2(cyear, cmon, cday)
dlist = []
#
#--- check the current date is larger than the date indicated
#--- if so find how many days between and retrieve data for each day
#
if cdst > dst:
step = int(( cdst - dst)/86400)
if step >= 1:
head = make_header(year, mon, day)
name = head + tail
dlist.append(name)
for i in range(2, step):
sdate = int(cdst - 86400.0 * i)
out = tcnv.axTimeMTA(sdate)
atemp = re.split(':', out)
year = int(atemp[0])
ydate = int(atemp[1])
[mon, day] = tcnv.changeYdateToMonDate(year, ydate)
head = make_header(year, mon, day)
name = head + tail
dlist.append(name)
return dlist
def find_starting_date():
"""
set starting and stopping time from the last entry of a fits file
input: none but read from hvpsstat_data.fits
output: start --- starting time <yyyy>-<mm>-<dd>T00:00:00
stop --- stoping time <yyyy>-<mm>-<dd>T23:59:59
"""
test = dpath + 'hvpsstat_data.fits'
ltime = ecf.find_the_last_entry_time(test)
#
#--- convert time from sec from 1998.1.1 to year and ydate
#
out = Chandra.Time.DateTime(ltime).date
atemp = re.split(':', out)
year = int(float(atemp[0]))
yday = int(float(atemp[1]))
yday += 1
#
#--- check whether the date crosses the year end
#
if tcnv.isLeapYear(year) == 1:
if yday > 366:
yday = 1
year += 1
else:
if yday > 365:
yday = 1
year += 1
#
#--- convert to month and mday
#
[mon, day] = tcnv.changeYdateToMonDate(year, yday)
lmon = str(mon)
if mon < 10:
lmon = '0' + lmon
lday = str(day)
if day < 10:
lday = '0' + lday
start = str(year) + '-' + lmon + '-' + lday + 'T00:00:00'
stop = str(year) + '-' + lmon + '-' + lday + 'T23:59:59'
return [start, stop]
def create_display_data_table():
"""
create a readable data table for html page
Input: none, but read from <data_dir>/ccd<ccd>_<node>
Output: <web_dir>/ccd<ccd>_<node>
"""
for ccd in range(0, 10):
for node in range(0, 4):
file = 'ccd' + str(ccd) + '_' + str(node)
infile = data_dir + file
outfile = web_dir + 'Data/' + file
f = open(infile, 'r')
data = [line.strip() for line in f.readlines()]
f.close()
fo = open(outfile, 'w')
#
#--- adding heading
#
line = "#\n#Date Mn K alpha Al K alpha Ti K alpha Slope Sigma Int Sigma\n#\n"
fo.write(line)
for ent in data:
atemp = re.split('\s+', ent)
stime = int(atemp[0])
#
#--- converting the date into <mon> <year> form (e.g. May 2013)
#
ltime = tcnv.axTimeMTA(stime)
btemp = re.split(':', ltime)
year = btemp[0]
[mon,
mdate] = tcnv.changeYdateToMonDate(int(year), int(btemp[1]))
lmon = tcnv.changeMonthFormat(mon)
line = lmon + ' ' + year
for j in range(1, len(atemp)):
line = line + '\t' + atemp[j]
line = line + '\n'
fo.write(line)
fo.close()
def create_display_data_table():
"""
create a readable data table for html page
Input: none, but read from <data_dir>/ccd<ccd>_<node>
Output: <web_dir>/ccd<ccd>_<node>
"""
for ccd in range(0, 10):
for node in range(0, 4):
file = 'ccd' + str(ccd) + '_' + str(node)
infile = data_dir + file
outfile = web_dir + 'Data/' + file
f = open(infile, 'r')
data = [line.strip() for line in f.readlines()]
f.close()
fo = open(outfile, 'w')
#
#--- adding heading
#
line = "#\n#Date Mn K alpha Al K alpha Ti K alpha Slope Sigma Int Sigma\n#\n"
fo.write(line)
for ent in data:
atemp = re.split('\s+', ent)
stime = int(atemp[0])
#
#--- converting the date into <mon> <year> form (e.g. May 2013)
#
ltime = tcnv.axTimeMTA(stime)
btemp = re.split(':', ltime)
year = btemp[0]
[mon, mdate] = tcnv.changeYdateToMonDate(int(year), int(btemp[1]))
lmon = tcnv.changeMonthFormat(mon)
line = lmon + ' ' + year
for j in range(1, len(atemp)):
line = line + '\t' + atemp[j]
line = line + '\n'
fo.write(line)
fo.close()
def plot_data(start, stop, mag_plot=1):
"""
create a configulation display panel for a give time period
input: start --- starting time in sec from 1998.1.1
stop --- stopping time in sec from 1998.1.1
"""
#
#---- set a few parameters
#
if mag_plot == 0:
pnum = 5
else:
pnum = 6
mpl.rcParams['font.size'] = 11
mpl.rcParams['font.weight'] = 'strong'
props = font_manager.FontProperties(size=6)
plt.subplots_adjust(hspace=0.05)
plt.subplots_adjust(wspace=0.12)
#
#--- set a few others
#
xpos = stime_to_ydate(stop) + 0.1
ystep = 0.2
#
#--- read sim information
#
[acis_i_start, acis_i_stop, acis_s_start, \
acis_s_stop, hrc_i_start, hrc_i_stop, \
hrc_s_start, hrc_s_stop, hetg_start, \
hetg_stop, letg_start, letg_stop, \
radmon_start, radmon_stop, fmt, time] = erd.find_sim_position(start, stop)
#
#--- hetg /letg information plot
#
start_set = [hetg_start, letg_start]
stop_set = [hetg_stop, letg_stop]
ax1 = plt.subplot(pnum, 1, 1)
plot_strip_box(ax1,start, stop, start_set, stop_set, color1)
plt.text(xpos, 0.8, "HETG", color=color1[0])
plt.text(xpos, 0.6, "LETG", color=color1[1])
#
#--- acis /hrc information plot
#
start_set = [acis_i_start, acis_s_start, hrc_i_start, hrc_s_start]
stop_set = [acis_i_stop, acis_s_stop, hrc_i_stop, hrc_s_stop]
ax2 = plt.subplot(pnum, 1, 2)
plot_strip_box(ax2,start, stop, start_set, stop_set, color1)
plt.text(xpos, 0.9, "ACIS I ", color=color1[0])
plt.text(xpos, 0.7, "ACIS S ", color=color1[1])
plt.text(xpos, 0.5, "HRC I ", color=color1[2])
plt.text(xpos, 0.3, "HRC S ", color=color1[3])
#
#--- cti information plot
#
[cti_start, cti_stop] = erd.read_ccd_data(start, stop)
start_set = [cti_start]
stop_set = [cti_stop]
ax3 = plt.subplot(pnum, 1, 3)
plot_strip_box(ax3, start, stop, start_set, stop_set, color1)
#
#--- altitude information plot
#
[atime, alt, magx, magy, magz, crm] = erd.read_orbit_data(start, stop)
plot_line(ax3, start, stop, atime, alt)
plt.text(xpos, 0.8, "CTI ", color=color1[0])
plt.text(xpos, 0.7, "Check ", color=color1[0])
plt.text(xpos, 0.4, "Altitude ", color="green")
#
#--- radmon information plot
#
start_set = [radmon_start]
stop_set = [radmon_stop]
ax4 = plt.subplot(pnum, 1, 4)
plot_strip_box(ax4, start, stop, start_set, stop_set, color1)
#
#--- hrc sheild rate plot
#
[htime, rate] = erd.read_hrc_data(start, stop)
plot_line(ax4, start, stop, htime, rate)
#
#--- goes p3 rate plot
#
# [gtime, p1, p2, p3] = erd.read_goes_data(start, stop)
# plot_points(ax4, start, stop, gtime, p3, color='lime', pts=0.5,lw=0)
plt.text(xpos, 0.8, "Radmon", color=color1[0])
plt.text(xpos, 0.6, "HRC", color="green")
plt.text(xpos, 0.5, "Shield", color="green")
plt.text(xpos, 0.4, "Rate", color="green")
# plt.text(xpos, 0.2, "GOES P3", color="green")
#
#--- magnetsphere plot
#
if mag_plot != 0:
[start_set, stop_set] = find_mag_region(start, stop)
axm = plt.subplot(6, 1, 5)
plot_strip_box(axm, start, stop, start_set, stop_set, color1)
# plt.text(xpos, 0.9, "Solar", color=color1[0])
# plt.text(xpos, 0.8, "Wind", color=color1[0])
plt.text(xpos, 0.6, "Magneto-", color=color1[1])
plt.text(xpos, 0.5, "sheath", color=color1[1])
plt.text(xpos, 0.3, "Magneto-", color=color1[2])
plt.text(xpos, 0.2, "sphere", color=color1[2])
#
#--- often the data are not available; so make a note on the plot
#
# diff1 = stop - start
# tlast = time[len(time)-1]
# diff2 = tlast - start
# ratio = diff2 / diff1
# if ratio < 0.7:
# xnote = 0.5 * (stop - tlast)
# plt.text(xnote, 0.5, "No Data", color='maroon')
#
#--- FMT format information plot
#
[start_set, stop_set] = find_fmt_region(start, stop, fmt, time)
ax5 = plt.subplot(pnum, 1, pnum)
plot_strip_box(ax5, start, stop, start_set, stop_set,color4)
plt.text(xpos, 0.9, "FMT1", color=color4[0])
plt.text(xpos, 0.7, "FMT2", color=color4[1])
plt.text(xpos, 0.5, "FMT3", color=color4[2])
plt.text(xpos, 0.3, "FMT4", color=color4[3])
plt.text(xpos, 0.1, "FMT5", color=color4[4])
#
#--- plot x axis tick label only at the bottom ones
#
if mag_plot == 0:
ax_list = [ax1, ax2, ax3, ax4, ax5]
else:
ax_list = [ax1, ax2, ax3, ax4, ax5, axm]
for ax in ax_list:
for label in ax.get_yticklabels():
label.set_visible(False)
if ax != ax5:
for label in ax.get_xticklabels():
label.set_visible(False)
else:
pass
#
#--- x axis label
#
mid = int(0.5 * (start + stop))
ltime = tcnv.axTimeMTA(mid)
atemp = re.split(':', ltime)
year = int(atemp[0])
ydate = int(atemp[1])
[mon, day] = tcnv.changeYdateToMonDate(year,ydate)
xlabel = "Time (DOY) " + str(atemp[0])
ax5.set_xlabel(xlabel)
#
#--- set the size of the plotting area in inch (width: 10.0in, height 5.0in)
#
fig = matplotlib.pyplot.gcf()
fig.set_size_inches(12.0, 10.0)
#
#--- save the plot in png format
#
syear = str(year)
smon = tcnv.changeMonthFormat(mon)
smon = smon.lower()
outname = 'rad_use_' + smon + syear[2] + syear[3] + '.png'
plt.savefig(outname, format='png', dpi=100)
plt.close('all')
def run_script():
for year in range(1999,2015):
leap = tcnv.isLeapYear(year)
if leap == 1:
dend = 367
else:
dend = 366
syear = str(year)
lyear = syear[2] + syear[3]
for yday in range(1,dend):
if year == 1999 and yday < 239:
continue
if year == 2014 and yday > 316:
break
print "Year: " + str(year) + ' Ydate: ' + str(yday)
[month, date] =tcnv.changeYdateToMonDate(year, yday)
smonth = str(month)
if month < 10:
smonth = '0' + smonth
sdate = str(date)
if date < 10:
sdate = '0' + sdate
start = smonth + '/' + sdate + '/' + lyear + ',00:00:00'
stop = smonth + '/' + sdate + '/' + lyear + ',23:59:59'
line = 'operation = retrieve\n'
line = line + 'dataset = flight\n'
line = line + 'detector = telem\n'
line = line + 'level = raw\n'
line = line + 'tstart = ' + start + '\n'
line = line + 'tstop = ' + stop + '\n'
line = line + 'go\n'
fo = open(zspace, 'w')
fo.write(line)
fo.close()
cmd1 = "/usr/bin/env PERL5LIB="
cmd2 = ' echo ' + hakama + ' |arc4gl -U' + dare + ' -Sarcocc -i' + zspace
cmd = cmd1 + cmd2
bash(cmd, env=ascdsenv0)
mcf.rm_file(zspace)
cmd = 'ls * > ' + zspace
os.system(cmd)
test = open(zspace, 'r').read()
mc = re.search('sto', test)
if mc is not None:
os.system('rm *log*')
os.system('gzip -fd *gz')
os.system('ls *.sto > xtmpnew')
os.system('nice ./filters_ccdm')
esd.extract_sim_data()
os.system('rm -rf *.sto *.tl')
def run_script():
for year in range(1999, 2015):
leap = tcnv.isLeapYear(year)
if leap == 1:
dend = 367
else:
dend = 366
syear = str(year)
lyear = syear[2] + syear[3]
for yday in range(1, dend):
if year == 1999 and yday < 239:
continue
if year == 2014 and yday > 316:
break
print "Year: " + str(year) + ' Ydate: ' + str(yday)
[month, date] = tcnv.changeYdateToMonDate(year, yday)
smonth = str(month)
if month < 10:
smonth = '0' + smonth
sdate = str(date)
if date < 10:
sdate = '0' + sdate
start = smonth + '/' + sdate + '/' + lyear + ',00:00:00'
stop = smonth + '/' + sdate + '/' + lyear + ',23:59:59'
line = 'operation = retrieve\n'
line = line + 'dataset = flight\n'
line = line + 'detector = telem\n'
line = line + 'level = raw\n'
line = line + 'tstart = ' + start + '\n'
line = line + 'tstop = ' + stop + '\n'
line = line + 'go\n'
fo = open(zspace, 'w')
fo.write(line)
fo.close()
cmd1 = "/usr/bin/env PERL5LIB="
cmd2 = ' echo ' + hakama + ' |arc4gl -U' + dare + ' -Sarcocc -i' + zspace
cmd = cmd1 + cmd2
bash(cmd, env=ascdsenv0)
mcf.rm_file(zspace)
cmd = 'ls * > ' + zspace
os.system(cmd)
test = open(zspace, 'r').read()
mc = re.search('sto', test)
if mc is not None:
os.system('rm *log*')
os.system('gzip -fd *gz')
os.system('ls *.sto > xtmpnew')
os.system('nice ./filters_ccdm')
esd.extract_sim_data()
os.system('rm -rf *.sto *.tl')