| 1 |
#!/usr/bin/env /opt/env/haines/dataproc/bin/python |
|---|
| 2 |
# Last modified: Time-stamp: <2010-08-13 15:56:06 haines> |
|---|
| 3 |
|
|---|
| 4 |
""" |
|---|
| 5 |
bogue_adcpwaves_plot |
|---|
| 6 |
|
|---|
| 7 |
allwaves() |
|---|
| 8 |
swellwaves() |
|---|
| 9 |
windwaves() |
|---|
| 10 |
""" |
|---|
| 11 |
|
|---|
| 12 |
################################################# |
|---|
| 13 |
# [1a] search and replace XXXX with platform id |
|---|
| 14 |
# [1b] search and replace YYYY with sensor id |
|---|
| 15 |
# [1c] search and replace ZZZZ plot titles |
|---|
| 16 |
################################################# |
|---|
| 17 |
|
|---|
| 18 |
# plot each month |
|---|
| 19 |
|
|---|
| 20 |
import os |
|---|
| 21 |
# import sys, glob, re |
|---|
| 22 |
import datetime, time, dateutil, dateutil.tz |
|---|
| 23 |
import pycdf |
|---|
| 24 |
import numpy |
|---|
| 25 |
|
|---|
| 26 |
# sys.path.append('/opt/env/haines/dataproc/raw2proc') |
|---|
| 27 |
# del(sys) |
|---|
| 28 |
|
|---|
| 29 |
os.environ["MPLCONFIGDIR"]="/home/haines/.matplotlib/" |
|---|
| 30 |
|
|---|
| 31 |
from pylab import figure, twinx, savefig, setp, getp, cm, colorbar |
|---|
| 32 |
from matplotlib.dates import DayLocator, HourLocator, MinuteLocator, DateFormatter, date2num, num2date |
|---|
| 33 |
import procutil |
|---|
| 34 |
|
|---|
| 35 |
def swellwaves(pi, si, yyyy_mm, plot_type='latest'): |
|---|
| 36 |
""" |
|---|
| 37 |
""" |
|---|
| 38 |
|
|---|
| 39 |
print 'bogue_swellwaves_plot ...' |
|---|
| 40 |
|
|---|
| 41 |
# |
|---|
| 42 |
|
|---|
| 43 |
prev_month, this_month, next_month = procutil.find_months(yyyy_mm) |
|---|
| 44 |
yyyy_mm_str = this_month.strftime('%Y_%m') |
|---|
| 45 |
|
|---|
| 46 |
################################ |
|---|
| 47 |
# [2a] load primary data file |
|---|
| 48 |
################################ |
|---|
| 49 |
|
|---|
| 50 |
ncFile1='/seacoos/data/nccoos/level1/bogue/adcpwaves/bogue_adcpwaves_'+prev_month.strftime('%Y_%m')+'.nc' |
|---|
| 51 |
ncFile2='/seacoos/data/nccoos/level1/bogue/adcpwaves/bogue_adcpwaves_'+this_month.strftime('%Y_%m')+'.nc' |
|---|
| 52 |
|
|---|
| 53 |
have_ncFile1 = os.path.exists(ncFile1) |
|---|
| 54 |
have_ncFile2 = os.path.exists(ncFile2) |
|---|
| 55 |
|
|---|
| 56 |
print ' ... loading data for graph from ...' |
|---|
| 57 |
print ' ... ... ' + ncFile1 + ' ... ' + str(have_ncFile1) |
|---|
| 58 |
print ' ... ... ' + ncFile2 + ' ... ' + str(have_ncFile2) |
|---|
| 59 |
|
|---|
| 60 |
# open netcdf data |
|---|
| 61 |
if have_ncFile1 and have_ncFile2: |
|---|
| 62 |
nc = pycdf.CDFMF((ncFile1, ncFile2)) |
|---|
| 63 |
elif not have_ncFile1 and have_ncFile2: |
|---|
| 64 |
nc = pycdf.CDFMF((ncFile2,)) |
|---|
| 65 |
elif have_ncFile1 and not have_ncFile2: |
|---|
| 66 |
nc = pycdf.CDFMF((ncFile1,)) |
|---|
| 67 |
else: |
|---|
| 68 |
print ' ... both files do not exist -- NO DATA LOADED' |
|---|
| 69 |
return |
|---|
| 70 |
|
|---|
| 71 |
# ncvars = nc.variables() |
|---|
| 72 |
# print ncvars |
|---|
| 73 |
es = nc.var('time')[:] |
|---|
| 74 |
units = nc.var('time').units |
|---|
| 75 |
dt = [procutil.es2dt(e) for e in es] |
|---|
| 76 |
# set timezone info to UTC (since data from level1 should be in UTC!!) |
|---|
| 77 |
dt = [e.replace(tzinfo=dateutil.tz.tzutc()) for e in dt] |
|---|
| 78 |
# return new datetime based on computer local |
|---|
| 79 |
dt_local = [e.astimezone(dateutil.tz.tzlocal()) for e in dt] |
|---|
| 80 |
dn = date2num(dt) |
|---|
| 81 |
|
|---|
| 82 |
################################ |
|---|
| 83 |
# [2b] specify variables |
|---|
| 84 |
################################ |
|---|
| 85 |
Hss = nc.var('Hs_swell')[:] |
|---|
| 86 |
Tps = nc.var('Tp_swell')[:] |
|---|
| 87 |
Tms = nc.var('Tm_swell')[:] |
|---|
| 88 |
# Hmax = nc.var('Hmax')[:] |
|---|
| 89 |
Dps = nc.var('Dp_swell')[:] |
|---|
| 90 |
Dms = nc.var('Dm_swell')[:] |
|---|
| 91 |
|
|---|
| 92 |
nc.close() |
|---|
| 93 |
|
|---|
| 94 |
|
|---|
| 95 |
################################ |
|---|
| 96 |
# [3a] load ancillary files if needed |
|---|
| 97 |
################################ |
|---|
| 98 |
|
|---|
| 99 |
ncFile1='/seacoos/data/nccoos/level1/bogue/adcp/bogue_adcp_'+prev_month.strftime('%Y_%m')+'.nc' |
|---|
| 100 |
ncFile2='/seacoos/data/nccoos/level1/bogue/adcp/bogue_adcp_'+this_month.strftime('%Y_%m')+'.nc' |
|---|
| 101 |
|
|---|
| 102 |
have_ncFile1 = os.path.exists(ncFile1) |
|---|
| 103 |
have_ncFile2 = os.path.exists(ncFile2) |
|---|
| 104 |
|
|---|
| 105 |
print ' ... loading data for graph from ...' |
|---|
| 106 |
print ' ... ... ' + ncFile1 + ' ... ' + str(have_ncFile1) |
|---|
| 107 |
print ' ... ... ' + ncFile2 + ' ... ' + str(have_ncFile2) |
|---|
| 108 |
|
|---|
| 109 |
# open netcdf data |
|---|
| 110 |
if have_ncFile1 and have_ncFile2: |
|---|
| 111 |
nc = pycdf.CDFMF((ncFile1, ncFile2)) |
|---|
| 112 |
elif not have_ncFile1 and have_ncFile2: |
|---|
| 113 |
nc = pycdf.CDFMF((ncFile2,)) |
|---|
| 114 |
elif have_ncFile1 and not have_ncFile2: |
|---|
| 115 |
nc = pycdf.CDFMF((ncFile1,)) |
|---|
| 116 |
else: |
|---|
| 117 |
print ' ... both files do not exist -- NO DATA LOADED' |
|---|
| 118 |
return |
|---|
| 119 |
|
|---|
| 120 |
# ncvars = nc.variables() |
|---|
| 121 |
# print ncvars |
|---|
| 122 |
es2 = nc.var('time')[:] |
|---|
| 123 |
units = nc.var('time').units |
|---|
| 124 |
dt2 = [procutil.es2dt(e) for e in es2] |
|---|
| 125 |
# set timezone info to UTC (since data from level1 should be in UTC!!) |
|---|
| 126 |
dt2 = [e.replace(tzinfo=dateutil.tz.tzutc()) for e in dt2] |
|---|
| 127 |
dn2 = date2num(dt2) |
|---|
| 128 |
|
|---|
| 129 |
################################ |
|---|
| 130 |
# [3b] specify variables |
|---|
| 131 |
################################ |
|---|
| 132 |
wd2 = nc.var('wd')[:] |
|---|
| 133 |
|
|---|
| 134 |
nc.close() |
|---|
| 135 |
|
|---|
| 136 |
# last dt in data for labels |
|---|
| 137 |
dtu = dt[-1] |
|---|
| 138 |
dtl = dt_local[-1] |
|---|
| 139 |
|
|---|
| 140 |
diff = abs(dtu - dtl) |
|---|
| 141 |
if diff.days>0: |
|---|
| 142 |
last_dt_str = dtu.strftime("%H:%M %Z on %b %d, %Y") + ' (' + dtl.strftime("%H:%M %Z, %b %d") + ')' |
|---|
| 143 |
else: |
|---|
| 144 |
last_dt_str = dtu.strftime("%H:%M %Z") + ' (' + dtl.strftime("%H:%M %Z") + ')' \ |
|---|
| 145 |
+ dtl.strftime(" on %b %d, %Y") |
|---|
| 146 |
|
|---|
| 147 |
####################################### |
|---|
| 148 |
# Plot setup |
|---|
| 149 |
####################################### |
|---|
| 150 |
|
|---|
| 151 |
fig = figure(figsize=(10, 8)) |
|---|
| 152 |
fig.subplots_adjust(left=0.1, bottom=0.1, right=0.9, top=0.9, wspace=0.1, hspace=0.1) |
|---|
| 153 |
|
|---|
| 154 |
ax = fig.add_subplot(4,1,1) |
|---|
| 155 |
axs = [ax] |
|---|
| 156 |
|
|---|
| 157 |
# ax.plot returns a list of lines, so unpack tuple |
|---|
| 158 |
(x, y) = procutil.addnan(dt2, wd2, maxdelta=2./24) |
|---|
| 159 |
l1, = ax.plot_date(x, y, fmt='b-') |
|---|
| 160 |
l1.set_label('Water Depth (m)') |
|---|
| 161 |
|
|---|
| 162 |
ax.set_ylabel('Depth (m)') |
|---|
| 163 |
# ax.set_ylim(2.,10.) |
|---|
| 164 |
# ax.set_xlim(dt[0], dt[-1]) # first to last regardless of what |
|---|
| 165 |
ax.set_xlim(date2num(this_month), date2num(next_month-datetime.timedelta(seconds=1))) |
|---|
| 166 |
ax.xaxis.set_major_locator( DayLocator(range(2,32,2)) ) |
|---|
| 167 |
ax.xaxis.set_minor_locator( HourLocator(range(0,25,12)) ) |
|---|
| 168 |
ax.set_xticklabels([]) |
|---|
| 169 |
|
|---|
| 170 |
# this only moves the label not the tick labels |
|---|
| 171 |
ax.xaxis.set_label_position('top') |
|---|
| 172 |
ax.set_xlabel('BOGUE Swell Waves -- ' + yyyy_mm_str) |
|---|
| 173 |
|
|---|
| 174 |
# right-hand side scale |
|---|
| 175 |
ax2 = twinx(ax) |
|---|
| 176 |
ax2.yaxis.tick_right() |
|---|
| 177 |
# convert (lhs) meters to (rhs) feet |
|---|
| 178 |
feet = [procutil.meters2feet(val) for val in ax.get_ylim()] |
|---|
| 179 |
ax2.set_ylim(feet) |
|---|
| 180 |
ax2.set_ylabel('Depth (feet)') |
|---|
| 181 |
|
|---|
| 182 |
ax2.set_xlim(date2num(this_month), date2num(next_month-datetime.timedelta(seconds=1))) |
|---|
| 183 |
ax2.xaxis.set_major_locator( DayLocator(range(2,32,2)) ) |
|---|
| 184 |
ax2.xaxis.set_minor_locator( HourLocator(range(0,25,12)) ) |
|---|
| 185 |
ax2.set_xticklabels([]) |
|---|
| 186 |
|
|---|
| 187 |
# legend |
|---|
| 188 |
ls1 = l1.get_label() |
|---|
| 189 |
leg = ax.legend((l1,), (ls1,), loc='upper left') |
|---|
| 190 |
ltext = leg.get_texts() # all the text.Text instance in the legend |
|---|
| 191 |
llines = leg.get_lines() # all the lines.Line2D instance in the legend |
|---|
| 192 |
frame = leg.get_frame() # the patch.Rectangle instance surrounding the legend |
|---|
| 193 |
frame.set_facecolor('0.80') # set the frame face color to light gray |
|---|
| 194 |
frame.set_alpha(0.5) # set alpha low to see through |
|---|
| 195 |
setp(ltext, fontsize='small') # the legend text fontsize |
|---|
| 196 |
setp(llines, linewidth=1.5) # the legend linewidth |
|---|
| 197 |
# leg.draw_frame(False) # don't draw the legend frame |
|---|
| 198 |
|
|---|
| 199 |
####################################### |
|---|
| 200 |
# |
|---|
| 201 |
ax = fig.add_subplot(4,1,2) |
|---|
| 202 |
axs.append(ax) |
|---|
| 203 |
|
|---|
| 204 |
# ax.plot returns a list of lines, so unpack tuple |
|---|
| 205 |
(x, y) = procutil.addnan(dt, Hss, maxdelta=2./24) |
|---|
| 206 |
l1, = ax.plot_date(x, y, fmt='b-') |
|---|
| 207 |
l1.set_label('Significant Swell Wave Height (Hss)') |
|---|
| 208 |
|
|---|
| 209 |
# (x, y) = procutil.addnan(dt, Hmax, maxdelta=2./24) |
|---|
| 210 |
# l2, = ax.plot_date(x, y, fmt='g-') |
|---|
| 211 |
# l2.set_label('Max Wave Height (Hmax)') |
|---|
| 212 |
|
|---|
| 213 |
ax.set_ylabel('WAVE\nHEIGHT (m)') |
|---|
| 214 |
# ax.set_ylim(2.,10.) |
|---|
| 215 |
ax.set_xlim(date2num(this_month), date2num(next_month-datetime.timedelta(seconds=1))) |
|---|
| 216 |
ax.xaxis.set_major_locator( DayLocator(range(2,32,2)) ) |
|---|
| 217 |
ax.xaxis.set_minor_locator( HourLocator(range(0,25,12)) ) |
|---|
| 218 |
ax.set_xticklabels([]) |
|---|
| 219 |
|
|---|
| 220 |
# right-hand side scale |
|---|
| 221 |
ax2 = twinx(ax) |
|---|
| 222 |
ax2.yaxis.tick_right() |
|---|
| 223 |
# convert (lhs) meters to (rhs) feet |
|---|
| 224 |
feet = [procutil.meters2feet(val) for val in ax.get_ylim()] |
|---|
| 225 |
ax2.set_ylim(feet) |
|---|
| 226 |
ax2.set_ylabel('(feet)') |
|---|
| 227 |
|
|---|
| 228 |
ax2.set_xlim(date2num(this_month), date2num(next_month-datetime.timedelta(seconds=1))) |
|---|
| 229 |
ax2.xaxis.set_major_locator( DayLocator(range(2,32,2)) ) |
|---|
| 230 |
ax2.xaxis.set_minor_locator( HourLocator(range(0,25,12)) ) |
|---|
| 231 |
ax2.set_xticklabels([]) |
|---|
| 232 |
|
|---|
| 233 |
# legend |
|---|
| 234 |
ls1 = l1.get_label() |
|---|
| 235 |
# ls2 = l2.get_label() |
|---|
| 236 |
# leg = ax.legend((l1,l2), (ls1,ls2), loc='upper left') |
|---|
| 237 |
leg = ax.legend((l1,), (ls1,), loc='upper left') |
|---|
| 238 |
ltext = leg.get_texts() # all the text.Text instance in the legend |
|---|
| 239 |
llines = leg.get_lines() # all the lines.Line2D instance in the legend |
|---|
| 240 |
frame = leg.get_frame() # the patch.Rectangle instance surrounding the legend |
|---|
| 241 |
frame.set_facecolor('0.80') # set the frame face color to light gray |
|---|
| 242 |
frame.set_alpha(0.5) # set alpha low to see through |
|---|
| 243 |
setp(ltext, fontsize='small') # the legend text fontsize |
|---|
| 244 |
setp(llines, linewidth=1.5) # the legend linewidth |
|---|
| 245 |
# leg.draw_frame(False) # don't draw the legend frame |
|---|
| 246 |
|
|---|
| 247 |
####################################### |
|---|
| 248 |
# |
|---|
| 249 |
ax = fig.add_subplot(4,1,3) |
|---|
| 250 |
axs.append(ax) |
|---|
| 251 |
|
|---|
| 252 |
# ax.plot returns a list of lines, so unpack tuple |
|---|
| 253 |
(x, y) = procutil.addnan(dt, Tps, maxdelta=2./24) |
|---|
| 254 |
l1, = ax.plot_date(x, y, fmt='b-') |
|---|
| 255 |
l1.set_label('Peak Swell Period (Tp)') |
|---|
| 256 |
|
|---|
| 257 |
(x, y) = procutil.addnan(dt, Tms, maxdelta=2./24) |
|---|
| 258 |
l2, = ax.plot_date(x, y, fmt='c-') |
|---|
| 259 |
l2.set_label('Mean Swell Period (Tm)') |
|---|
| 260 |
|
|---|
| 261 |
ax.set_ylabel('WAVE\nPERIOD (s)') |
|---|
| 262 |
# ax.set_ylim(2.,10.) |
|---|
| 263 |
ax.set_xlim(date2num(this_month), date2num(next_month-datetime.timedelta(seconds=1))) |
|---|
| 264 |
ax.xaxis.set_major_locator( DayLocator(range(2,32,2)) ) |
|---|
| 265 |
ax.xaxis.set_minor_locator( HourLocator(range(0,25,12)) ) |
|---|
| 266 |
ax.set_xticklabels([]) |
|---|
| 267 |
|
|---|
| 268 |
# legend |
|---|
| 269 |
ls1 = l1.get_label() |
|---|
| 270 |
ls2 = l2.get_label() |
|---|
| 271 |
leg = ax.legend((l1,l2), (ls1,ls2), loc='upper left') |
|---|
| 272 |
ltext = leg.get_texts() # all the text.Text instance in the legend |
|---|
| 273 |
llines = leg.get_lines() # all the lines.Line2D instance in the legend |
|---|
| 274 |
frame = leg.get_frame() # the patch.Rectangle instance surrounding the legend |
|---|
| 275 |
frame.set_facecolor('0.80') # set the frame face color to light gray |
|---|
| 276 |
frame.set_alpha(0.5) # set alpha low to see through |
|---|
| 277 |
setp(ltext, fontsize='small') # the legend text fontsize |
|---|
| 278 |
setp(llines, linewidth=1.5) # the legend linewidth |
|---|
| 279 |
# leg.draw_frame(False) # don't draw the legend frame |
|---|
| 280 |
|
|---|
| 281 |
####################################### |
|---|
| 282 |
# |
|---|
| 283 |
ax = fig.add_subplot(4,1,4) |
|---|
| 284 |
axs.append(ax) |
|---|
| 285 |
|
|---|
| 286 |
# ax.plot returns a list of lines, so unpack tuple |
|---|
| 287 |
(x, y) = procutil.addnan(dt, Dps, maxdelta=2./24) |
|---|
| 288 |
l1, = ax.plot_date(x, y, fmt='b-') |
|---|
| 289 |
l1.set_label('Peak Swell Direction (Dp)') |
|---|
| 290 |
|
|---|
| 291 |
(x, y) = procutil.addnan(dt, Dms, maxdelta=2./24) |
|---|
| 292 |
l2, = ax.plot_date(x, y, fmt='c-') |
|---|
| 293 |
l2.set_label('Mean Swell Direction (Dp)') |
|---|
| 294 |
|
|---|
| 295 |
ax.set_ylabel('WAVE\nDIR (deg N)') |
|---|
| 296 |
ax.set_ylim(0.,360.) |
|---|
| 297 |
# first to last regardless of what |
|---|
| 298 |
# ax.set_xlim(dt[0], dt[-1]) |
|---|
| 299 |
# last minus 30 days, |
|---|
| 300 |
ax.set_xlim(date2num(this_month), date2num(next_month-datetime.timedelta(seconds=1))) |
|---|
| 301 |
ax.xaxis.set_major_locator( DayLocator(range(2,32,2)) ) |
|---|
| 302 |
ax.xaxis.set_minor_locator( HourLocator(range(0,25,12)) ) |
|---|
| 303 |
ax.xaxis.set_major_formatter( DateFormatter('%m/%d') ) |
|---|
| 304 |
|
|---|
| 305 |
ax.set_xlabel('BOGUE Swell Waves -- ' + yyyy_mm_str) |
|---|
| 306 |
|
|---|
| 307 |
# legend |
|---|
| 308 |
ls1 = l1.get_label() |
|---|
| 309 |
ls2 = l2.get_label() |
|---|
| 310 |
leg = ax.legend((l1,l2), (ls1,ls2), loc='upper left') |
|---|
| 311 |
ltext = leg.get_texts() # all the text.Text instance in the legend |
|---|
| 312 |
llines = leg.get_lines() # all the lines.Line2D instance in the legend |
|---|
| 313 |
frame = leg.get_frame() # the patch.Rectangle instance surrounding the legend |
|---|
| 314 |
frame.set_facecolor('0.80') # set the frame face color to light gray |
|---|
| 315 |
frame.set_alpha(0.5) # set alpha low to see through |
|---|
| 316 |
setp(ltext, fontsize='small') # the legend text fontsize |
|---|
| 317 |
setp(llines, linewidth=1.5) # the legend linewidth |
|---|
| 318 |
# leg.draw_frame(False) # don't draw the legend frame |
|---|
| 319 |
|
|---|
| 320 |
# save figure for this month |
|---|
| 321 |
ofn = '/home/haines/rayleigh/img/bogue/bogue_swellwaves_'+yyyy_mm_str+'.png' |
|---|
| 322 |
print '... ... write: %s' % (ofn,) |
|---|
| 323 |
savefig(ofn) |
|---|
| 324 |
|
|---|
| 325 |
|
|---|
| 326 |
####################################### |
|---|
| 327 |
# Last 30 days |
|---|
| 328 |
####################################### |
|---|
| 329 |
if plot_type=='latest': |
|---|
| 330 |
print ' ... Last 30 days' |
|---|
| 331 |
for idx, ax in enumerate(axs): |
|---|
| 332 |
ax.set_xlim(date2num(dt[-1])-30, date2num(dt[-1])) |
|---|
| 333 |
ax.xaxis.set_major_locator( DayLocator(range(2,32,2)) ) |
|---|
| 334 |
ax.xaxis.set_minor_locator( HourLocator(range(0,25,12)) ) |
|---|
| 335 |
ax.set_xticklabels([]) |
|---|
| 336 |
if idx==0: |
|---|
| 337 |
ax.set_xlabel('BOGUE Swell Waves -- Last 30 days from ' + last_dt_str) |
|---|
| 338 |
elif idx==len(axs)-1: |
|---|
| 339 |
ax.xaxis.set_major_formatter( DateFormatter('%m/%d') ) |
|---|
| 340 |
ax.set_xlabel('BOGUE Swell Waves -- Last 30 days from ' + last_dt_str) |
|---|
| 341 |
|
|---|
| 342 |
savefig('/home/haines/rayleigh/img/bogue_swellwaves_last30days.png') |
|---|
| 343 |
|
|---|
| 344 |
|
|---|
| 345 |
####################################### |
|---|
| 346 |
# Last 7 days |
|---|
| 347 |
####################################### |
|---|
| 348 |
if plot_type=='latest': |
|---|
| 349 |
print ' ... Last 7 days' |
|---|
| 350 |
for idx, ax in enumerate(axs): |
|---|
| 351 |
ax.set_xlim(date2num(dt[-1])-7, date2num(dt[-1])) |
|---|
| 352 |
ax.xaxis.set_major_locator( DayLocator(range(0,32,1)) ) |
|---|
| 353 |
ax.xaxis.set_minor_locator( HourLocator(range(0,25,6)) ) |
|---|
| 354 |
ax.set_xticklabels([]) |
|---|
| 355 |
if idx==0: |
|---|
| 356 |
ax.set_xlabel('BOGUE Swell Waves -- Last 7 days from ' + last_dt_str) |
|---|
| 357 |
elif idx==len(axs)-1: |
|---|
| 358 |
ax.xaxis.set_major_formatter( DateFormatter('%m/%d') ) |
|---|
| 359 |
ax.set_xlabel('BOGUE Swell Waves -- Last 7 days from ' + last_dt_str) |
|---|
| 360 |
|
|---|
| 361 |
savefig('/home/haines/rayleigh/img/bogue_swellwaves_last07days.png') |
|---|
| 362 |
|
|---|
| 363 |
|
|---|
| 364 |
####################################### |
|---|
| 365 |
# Last 1 day (24hrs) |
|---|
| 366 |
####################################### |
|---|
| 367 |
if plot_type=='latest': |
|---|
| 368 |
print ' ... Last 1 days' |
|---|
| 369 |
|
|---|
| 370 |
for idx, ax in enumerate(axs): |
|---|
| 371 |
ax.set_xlim(date2num(dt[-1])-1, date2num(dt[-1])) |
|---|
| 372 |
ax.xaxis.set_major_locator( HourLocator(range(0,25,1)) ) |
|---|
| 373 |
ax.xaxis.set_minor_locator( MinuteLocator(range(0,61,30)) ) |
|---|
| 374 |
ax.set_xticklabels([]) |
|---|
| 375 |
if idx==0: |
|---|
| 376 |
ax.set_xlabel('BOGUE Swell Waves -- Last 24 hours from ' + last_dt_str) |
|---|
| 377 |
elif idx==len(axs)-1: |
|---|
| 378 |
ax.xaxis.set_major_formatter( DateFormatter('%H') ) |
|---|
| 379 |
ax.set_xlabel('BOGUE Swell Waves -- Last 24 hours from ' + last_dt_str) |
|---|
| 380 |
|
|---|
| 381 |
savefig('/home/haines/rayleigh/img/bogue_swellwaves_last01days.png') |
|---|
| 382 |
|
|---|
| 383 |
|
|---|
| 384 |
def windwaves(pi, si, yyyy_mm, plot_type='latest'): |
|---|
| 385 |
""" |
|---|
| 386 |
""" |
|---|
| 387 |
|
|---|
| 388 |
print 'bogue_windwaves_plot ...' |
|---|
| 389 |
|
|---|
| 390 |
# |
|---|
| 391 |
|
|---|
| 392 |
prev_month, this_month, next_month = procutil.find_months(yyyy_mm) |
|---|
| 393 |
yyyy_mm_str = this_month.strftime('%Y_%m') |
|---|
| 394 |
|
|---|
| 395 |
################################ |
|---|
| 396 |
# [2a] load primary data file |
|---|
| 397 |
################################ |
|---|
| 398 |
|
|---|
| 399 |
ncFile1='/seacoos/data/nccoos/level1/bogue/adcpwaves/bogue_adcpwaves_'+prev_month.strftime('%Y_%m')+'.nc' |
|---|
| 400 |
ncFile2='/seacoos/data/nccoos/level1/bogue/adcpwaves/bogue_adcpwaves_'+this_month.strftime('%Y_%m')+'.nc' |
|---|
| 401 |
|
|---|
| 402 |
have_ncFile1 = os.path.exists(ncFile1) |
|---|
| 403 |
have_ncFile2 = os.path.exists(ncFile2) |
|---|
| 404 |
|
|---|
| 405 |
print ' ... loading data for graph from ...' |
|---|
| 406 |
print ' ... ... ' + ncFile1 + ' ... ' + str(have_ncFile1) |
|---|
| 407 |
print ' ... ... ' + ncFile2 + ' ... ' + str(have_ncFile2) |
|---|
| 408 |
|
|---|
| 409 |
# open netcdf data |
|---|
| 410 |
if have_ncFile1 and have_ncFile2: |
|---|
| 411 |
nc = pycdf.CDFMF((ncFile1, ncFile2)) |
|---|
| 412 |
elif not have_ncFile1 and have_ncFile2: |
|---|
| 413 |
nc = pycdf.CDFMF((ncFile2,)) |
|---|
| 414 |
elif have_ncFile1 and not have_ncFile2: |
|---|
| 415 |
nc = pycdf.CDFMF((ncFile1,)) |
|---|
| 416 |
else: |
|---|
| 417 |
print ' ... both files do not exist -- NO DATA LOADED' |
|---|
| 418 |
return |
|---|
| 419 |
|
|---|
| 420 |
# ncvars = nc.variables() |
|---|
| 421 |
# print ncvars |
|---|
| 422 |
es = nc.var('time')[:] |
|---|
| 423 |
units = nc.var('time').units |
|---|
| 424 |
dt = [procutil.es2dt(e) for e in es] |
|---|
| 425 |
# set timezone info to UTC (since data from level1 should be in UTC!!) |
|---|
| 426 |
dt = [e.replace(tzinfo=dateutil.tz.tzutc()) for e in dt] |
|---|
| 427 |
# return new datetime based on computer local |
|---|
| 428 |
dt_local = [e.astimezone(dateutil.tz.tzlocal()) for e in dt] |
|---|
| 429 |
dn = date2num(dt) |
|---|
| 430 |
|
|---|
| 431 |
################################ |
|---|
| 432 |
# [2b] specify variables |
|---|
| 433 |
################################ |
|---|
| 434 |
Hsw = nc.var('Hs_wind')[:] |
|---|
| 435 |
Tpw = nc.var('Tp_wind')[:] |
|---|
| 436 |
Tmw = nc.var('Tm_wind')[:] |
|---|
| 437 |
# Hmax = nc.var('Hmax')[:] |
|---|
| 438 |
Dpw = nc.var('Dp_wind')[:] |
|---|
| 439 |
Dmw = nc.var('Dm_wind')[:] |
|---|
| 440 |
|
|---|
| 441 |
nc.close() |
|---|
| 442 |
|
|---|
| 443 |
################################ |
|---|
| 444 |
# [3a] load ancillary files if needed |
|---|
| 445 |
################################ |
|---|
| 446 |
|
|---|
| 447 |
ncFile1='/seacoos/data/nccoos/level1/bogue/adcp/bogue_adcp_'+prev_month.strftime('%Y_%m')+'.nc' |
|---|
| 448 |
ncFile2='/seacoos/data/nccoos/level1/bogue/adcp/bogue_adcp_'+this_month.strftime('%Y_%m')+'.nc' |
|---|
| 449 |
|
|---|
| 450 |
have_ncFile1 = os.path.exists(ncFile1) |
|---|
| 451 |
have_ncFile2 = os.path.exists(ncFile2) |
|---|
| 452 |
|
|---|
| 453 |
print ' ... loading data for graph from ...' |
|---|
| 454 |
print ' ... ... ' + ncFile1 + ' ... ' + str(have_ncFile1) |
|---|
| 455 |
print ' ... ... ' + ncFile2 + ' ... ' + str(have_ncFile2) |
|---|
| 456 |
|
|---|
| 457 |
# open netcdf data |
|---|
| 458 |
if have_ncFile1 and have_ncFile2: |
|---|
| 459 |
nc = pycdf.CDFMF((ncFile1, ncFile2)) |
|---|
| 460 |
elif not have_ncFile1 and have_ncFile2: |
|---|
| 461 |
nc = pycdf.CDFMF((ncFile2,)) |
|---|
| 462 |
elif have_ncFile1 and not have_ncFile2: |
|---|
| 463 |
nc = pycdf.CDFMF((ncFile1,)) |
|---|
| 464 |
else: |
|---|
| 465 |
print ' ... both files do not exist -- NO DATA LOADED' |
|---|
| 466 |
return |
|---|
| 467 |
|
|---|
| 468 |
# ncvars = nc.variables() |
|---|
| 469 |
# print ncvars |
|---|
| 470 |
es2 = nc.var('time')[:] |
|---|
| 471 |
units = nc.var('time').units |
|---|
| 472 |
dt2 = [procutil.es2dt(e) for e in es2] |
|---|
| 473 |
# set timezone info to UTC (since data from level1 should be in UTC!!) |
|---|
| 474 |
dt2 = [e.replace(tzinfo=dateutil.tz.tzutc()) for e in dt2] |
|---|
| 475 |
dn2 = date2num(dt2) |
|---|
| 476 |
|
|---|
| 477 |
################################ |
|---|
| 478 |
# [3b] specify variables |
|---|
| 479 |
################################ |
|---|
| 480 |
wd2 = nc.var('wd')[:] |
|---|
| 481 |
|
|---|
| 482 |
nc.close() |
|---|
| 483 |
|
|---|
| 484 |
# last dt in data for labels |
|---|
| 485 |
dtu = dt[-1] |
|---|
| 486 |
dtl = dt_local[-1] |
|---|
| 487 |
|
|---|
| 488 |
diff = abs(dtu - dtl) |
|---|
| 489 |
if diff.days>0: |
|---|
| 490 |
last_dt_str = dtu.strftime("%H:%M %Z on %b %d, %Y") + ' (' + dtl.strftime("%H:%M %Z, %b %d") + ')' |
|---|
| 491 |
else: |
|---|
| 492 |
last_dt_str = dtu.strftime("%H:%M %Z") + ' (' + dtl.strftime("%H:%M %Z") + ')' \ |
|---|
| 493 |
+ dtl.strftime(" on %b %d, %Y") |
|---|
| 494 |
|
|---|
| 495 |
####################################### |
|---|
| 496 |
# Plot setup |
|---|
| 497 |
####################################### |
|---|
| 498 |
|
|---|
| 499 |
fig = figure(figsize=(10, 8)) |
|---|
| 500 |
fig.subplots_adjust(left=0.1, bottom=0.1, right=0.9, top=0.9, wspace=0.1, hspace=0.1) |
|---|
| 501 |
|
|---|
| 502 |
ax = fig.add_subplot(4,1,1) |
|---|
| 503 |
axs = [ax] |
|---|
| 504 |
|
|---|
| 505 |
# ax.plot returns a list of lines, so unpack tuple |
|---|
| 506 |
(x, y) = procutil.addnan(dt2, wd2, maxdelta=2./24) |
|---|
| 507 |
l1, = ax.plot_date(x, y, fmt='b-') |
|---|
| 508 |
l1.set_label('Water Depth (m)') |
|---|
| 509 |
|
|---|
| 510 |
ax.set_ylabel('Depth (m)') |
|---|
| 511 |
# ax.set_ylim(2.,10.) |
|---|
| 512 |
# ax.set_xlim(dt[0], dt[-1]) # first to last regardless of what |
|---|
| 513 |
ax.set_xlim(date2num(this_month), date2num(next_month-datetime.timedelta(seconds=1))) |
|---|
| 514 |
ax.xaxis.set_major_locator( DayLocator(range(2,32,2)) ) |
|---|
| 515 |
ax.xaxis.set_minor_locator( HourLocator(range(0,25,12)) ) |
|---|
| 516 |
ax.set_xticklabels([]) |
|---|
| 517 |
|
|---|
| 518 |
# this only moves the label not the tick labels |
|---|
| 519 |
ax.xaxis.set_label_position('top') |
|---|
| 520 |
ax.set_xlabel('BOGUE Wind Waves -- ' + yyyy_mm_str) |
|---|
| 521 |
|
|---|
| 522 |
# right-hand side scale |
|---|
| 523 |
ax2 = twinx(ax) |
|---|
| 524 |
ax2.yaxis.tick_right() |
|---|
| 525 |
# convert (lhs) meters to (rhs) feet |
|---|
| 526 |
feet = [procutil.meters2feet(val) for val in ax.get_ylim()] |
|---|
| 527 |
ax2.set_ylim(feet) |
|---|
| 528 |
ax2.set_ylabel('Depth (feet)') |
|---|
| 529 |
|
|---|
| 530 |
ax2.set_xlim(date2num(this_month), date2num(next_month-datetime.timedelta(seconds=1))) |
|---|
| 531 |
ax2.xaxis.set_major_locator( DayLocator(range(2,32,2)) ) |
|---|
| 532 |
ax2.xaxis.set_minor_locator( HourLocator(range(0,25,12)) ) |
|---|
| 533 |
ax2.set_xticklabels([]) |
|---|
| 534 |
|
|---|
| 535 |
# legend |
|---|
| 536 |
ls1 = l1.get_label() |
|---|
| 537 |
leg = ax.legend((l1,), (ls1,), loc='upper left') |
|---|
| 538 |
ltext = leg.get_texts() # all the text.Text instance in the legend |
|---|
| 539 |
llines = leg.get_lines() # all the lines.Line2D instance in the legend |
|---|
| 540 |
frame = leg.get_frame() # the patch.Rectangle instance surrounding the legend |
|---|
| 541 |
frame.set_facecolor('0.80') # set the frame face color to light gray |
|---|
| 542 |
frame.set_alpha(0.5) # set alpha low to see through |
|---|
| 543 |
setp(ltext, fontsize='small') # the legend text fontsize |
|---|
| 544 |
setp(llines, linewidth=1.5) # the legend linewidth |
|---|
| 545 |
# leg.draw_frame(False) # don't draw the legend frame |
|---|
| 546 |
|
|---|
| 547 |
####################################### |
|---|
| 548 |
# |
|---|
| 549 |
ax = fig.add_subplot(4,1,2) |
|---|
| 550 |
axs.append(ax) |
|---|
| 551 |
|
|---|
| 552 |
# ax.plot returns a list of lines, so unpack tuple |
|---|
| 553 |
(x, y) = procutil.addnan(dt, Hsw, maxdelta=2./24) |
|---|
| 554 |
l1, = ax.plot_date(x, y, fmt='b-') |
|---|
| 555 |
l1.set_label('Significant Wind Wave Height (Hss)') |
|---|
| 556 |
|
|---|
| 557 |
# (x, y) = procutil.addnan(dt, Hmax, maxdelta=2./24) |
|---|
| 558 |
# l2, = ax.plot_date(x, y, fmt='g-') |
|---|
| 559 |
# l2.set_label('Max Wave Height (Hmax)') |
|---|
| 560 |
|
|---|
| 561 |
ax.set_ylabel('WAVE\nHEIGHT (m)') |
|---|
| 562 |
# ax.set_ylim(2.,10.) |
|---|
| 563 |
ax.set_xlim(date2num(this_month), date2num(next_month-datetime.timedelta(seconds=1))) |
|---|
| 564 |
ax.xaxis.set_major_locator( DayLocator(range(2,32,2)) ) |
|---|
| 565 |
ax.xaxis.set_minor_locator( HourLocator(range(0,25,12)) ) |
|---|
| 566 |
ax.set_xticklabels([]) |
|---|
| 567 |
|
|---|
| 568 |
# right-hand side scale |
|---|
| 569 |
ax2 = twinx(ax) |
|---|
| 570 |
ax2.yaxis.tick_right() |
|---|
| 571 |
# convert (lhs) meters to (rhs) feet |
|---|
| 572 |
feet = [procutil.meters2feet(val) for val in ax.get_ylim()] |
|---|
| 573 |
ax2.set_ylim(feet) |
|---|
| 574 |
ax2.set_ylabel('(feet)') |
|---|
| 575 |
|
|---|
| 576 |
ax2.set_xlim(date2num(this_month), date2num(next_month-datetime.timedelta(seconds=1))) |
|---|
| 577 |
ax2.xaxis.set_major_locator( DayLocator(range(2,32,2)) ) |
|---|
| 578 |
ax2.xaxis.set_minor_locator( HourLocator(range(0,25,12)) ) |
|---|
| 579 |
ax2.set_xticklabels([]) |
|---|
| 580 |
|
|---|
| 581 |
# legend |
|---|
| 582 |
ls1 = l1.get_label() |
|---|
| 583 |
# ls2 = l2.get_label() |
|---|
| 584 |
# leg = ax.legend((l1,l2), (ls1,ls2), loc='upper left') |
|---|
| 585 |
leg = ax.legend((l1,), (ls1,), loc='upper left') |
|---|
| 586 |
ltext = leg.get_texts() # all the text.Text instance in the legend |
|---|
| 587 |
llines = leg.get_lines() # all the lines.Line2D instance in the legend |
|---|
| 588 |
frame = leg.get_frame() # the patch.Rectangle instance surrounding the legend |
|---|
| 589 |
frame.set_facecolor('0.80') # set the frame face color to light gray |
|---|
| 590 |
frame.set_alpha(0.5) # set alpha low to see through |
|---|
| 591 |
setp(ltext, fontsize='small') # the legend text fontsize |
|---|
| 592 |
setp(llines, linewidth=1.5) # the legend linewidth |
|---|
| 593 |
# leg.draw_frame(False) # don't draw the legend frame |
|---|
| 594 |
|
|---|
| 595 |
####################################### |
|---|
| 596 |
# |
|---|
| 597 |
ax = fig.add_subplot(4,1,3) |
|---|
| 598 |
axs.append(ax) |
|---|
| 599 |
|
|---|
| 600 |
# ax.plot returns a list of lines, so unpack tuple |
|---|
| 601 |
(x, y) = procutil.addnan(dt, Tpw, maxdelta=2./24) |
|---|
| 602 |
l1, = ax.plot_date(x, y, fmt='b-') |
|---|
| 603 |
l1.set_label('Peak Wind Period (Tp)') |
|---|
| 604 |
|
|---|
| 605 |
(x, y) = procutil.addnan(dt, Tmw, maxdelta=2./24) |
|---|
| 606 |
l2, = ax.plot_date(x, y, fmt='c-') |
|---|
| 607 |
l2.set_label('Mean Wind Period (Tm)') |
|---|
| 608 |
|
|---|
| 609 |
ax.set_ylabel('WAVE\nPERIOD (s)') |
|---|
| 610 |
# ax.set_ylim(2.,10.) |
|---|
| 611 |
ax.set_xlim(date2num(this_month), date2num(next_month-datetime.timedelta(seconds=1))) |
|---|
| 612 |
ax.xaxis.set_major_locator( DayLocator(range(2,32,2)) ) |
|---|
| 613 |
ax.xaxis.set_minor_locator( HourLocator(range(0,25,12)) ) |
|---|
| 614 |
ax.set_xticklabels([]) |
|---|
| 615 |
|
|---|
| 616 |
# legend |
|---|
| 617 |
ls1 = l1.get_label() |
|---|
| 618 |
ls2 = l2.get_label() |
|---|
| 619 |
leg = ax.legend((l1,l2), (ls1,ls2), loc='upper left') |
|---|
| 620 |
ltext = leg.get_texts() # all the text.Text instance in the legend |
|---|
| 621 |
llines = leg.get_lines() # all the lines.Line2D instance in the legend |
|---|
| 622 |
frame = leg.get_frame() # the patch.Rectangle instance surrounding the legend |
|---|
| 623 |
frame.set_facecolor('0.80') # set the frame face color to light gray |
|---|
| 624 |
frame.set_alpha(0.5) # set alpha low to see through |
|---|
| 625 |
setp(ltext, fontsize='small') # the legend text fontsize |
|---|
| 626 |
setp(llines, linewidth=1.5) # the legend linewidth |
|---|
| 627 |
# leg.draw_frame(False) # don't draw the legend frame |
|---|
| 628 |
|
|---|
| 629 |
####################################### |
|---|
| 630 |
# |
|---|
| 631 |
ax = fig.add_subplot(4,1,4) |
|---|
| 632 |
axs.append(ax) |
|---|
| 633 |
|
|---|
| 634 |
# ax.plot returns a list of lines, so unpack tuple |
|---|
| 635 |
(x, y) = procutil.addnan(dt, Dpw, maxdelta=2./24) |
|---|
| 636 |
l1, = ax.plot_date(x, y, fmt='b-') |
|---|
| 637 |
l1.set_label('Peak Wind Direction (Dp)') |
|---|
| 638 |
|
|---|
| 639 |
(x, y) = procutil.addnan(dt, Dmw, maxdelta=2./24) |
|---|
| 640 |
l2, = ax.plot_date(x, y, fmt='c-') |
|---|
| 641 |
l2.set_label('Mean Wind Direction (Dp)') |
|---|
| 642 |
|
|---|
| 643 |
ax.set_ylabel('WAVE\nDIR (deg N)') |
|---|
| 644 |
ax.set_ylim(0.,360.) |
|---|
| 645 |
# first to last regardless of what |
|---|
| 646 |
# ax.set_xlim(dt[0], dt[-1]) |
|---|
| 647 |
# last minus 30 days, |
|---|
| 648 |
ax.set_xlim(date2num(this_month), date2num(next_month-datetime.timedelta(seconds=1))) |
|---|
| 649 |
ax.xaxis.set_major_locator( DayLocator(range(2,32,2)) ) |
|---|
| 650 |
ax.xaxis.set_minor_locator( HourLocator(range(0,25,12)) ) |
|---|
| 651 |
ax.xaxis.set_major_formatter( DateFormatter('%m/%d') ) |
|---|
| 652 |
|
|---|
| 653 |
ax.set_xlabel('BOGUE Wind Waves -- ' + yyyy_mm_str) |
|---|
| 654 |
|
|---|
| 655 |
# legend |
|---|
| 656 |
ls1 = l1.get_label() |
|---|
| 657 |
ls2 = l2.get_label() |
|---|
| 658 |
leg = ax.legend((l1,l2), (ls1,ls2), loc='upper left') |
|---|
| 659 |
ltext = leg.get_texts() # all the text.Text instance in the legend |
|---|
| 660 |
llines = leg.get_lines() # all the lines.Line2D instance in the legend |
|---|
| 661 |
frame = leg.get_frame() # the patch.Rectangle instance surrounding the legend |
|---|
| 662 |
frame.set_facecolor('0.80') # set the frame face color to light gray |
|---|
| 663 |
frame.set_alpha(0.5) # set alpha low to see through |
|---|
| 664 |
setp(ltext, fontsize='small') # the legend text fontsize |
|---|
| 665 |
setp(llines, linewidth=1.5) # the legend linewidth |
|---|
| 666 |
# leg.draw_frame(False) # don't draw the legend frame |
|---|
| 667 |
|
|---|
| 668 |
# save figure for this month |
|---|
| 669 |
ofn = '/home/haines/rayleigh/img/bogue/bogue_windwaves_'+yyyy_mm_str+'.png' |
|---|
| 670 |
print '... ... write: %s' % (ofn,) |
|---|
| 671 |
savefig(ofn) |
|---|
| 672 |
|
|---|
| 673 |
|
|---|
| 674 |
####################################### |
|---|
| 675 |
# Last 30 days |
|---|
| 676 |
####################################### |
|---|
| 677 |
if plot_type=='latest': |
|---|
| 678 |
print ' ... Last 30 days' |
|---|
| 679 |
for idx, ax in enumerate(axs): |
|---|
| 680 |
ax.set_xlim(date2num(dt[-1])-30, date2num(dt[-1])) |
|---|
| 681 |
ax.xaxis.set_major_locator( DayLocator(range(2,32,2)) ) |
|---|
| 682 |
ax.xaxis.set_minor_locator( HourLocator(range(0,25,12)) ) |
|---|
| 683 |
ax.set_xticklabels([]) |
|---|
| 684 |
if idx==0: |
|---|
| 685 |
ax.set_xlabel('BOGUE Wind Waves -- Last 30 days from ' + last_dt_str) |
|---|
| 686 |
elif idx==len(axs)-1: |
|---|
| 687 |
ax.xaxis.set_major_formatter( DateFormatter('%m/%d') ) |
|---|
| 688 |
ax.set_xlabel('BOGUE Wind Waves -- Last 30 days from ' + last_dt_str) |
|---|
| 689 |
|
|---|
| 690 |
savefig('/home/haines/rayleigh/img/bogue_windwaves_last30days.png') |
|---|
| 691 |
|
|---|
| 692 |
|
|---|
| 693 |
####################################### |
|---|
| 694 |
# Last 7 days |
|---|
| 695 |
####################################### |
|---|
| 696 |
if plot_type=='latest': |
|---|
| 697 |
print ' ... Last 7 days' |
|---|
| 698 |
for idx, ax in enumerate(axs): |
|---|
| 699 |
ax.set_xlim(date2num(dt[-1])-7, date2num(dt[-1])) |
|---|
| 700 |
ax.xaxis.set_major_locator( DayLocator(range(0,32,1)) ) |
|---|
| 701 |
ax.xaxis.set_minor_locator( HourLocator(range(0,25,6)) ) |
|---|
| 702 |
ax.set_xticklabels([]) |
|---|
| 703 |
if idx==0: |
|---|
| 704 |
ax.set_xlabel('BOGUE Wind Waves -- Last 7 days from ' + last_dt_str) |
|---|
| 705 |
elif idx==len(axs)-1: |
|---|
| 706 |
ax.xaxis.set_major_formatter( DateFormatter('%m/%d') ) |
|---|
| 707 |
ax.set_xlabel('BOGUE Wind Waves -- Last 7 days from ' + last_dt_str) |
|---|
| 708 |
|
|---|
| 709 |
savefig('/home/haines/rayleigh/img/bogue_windwaves_last07days.png') |
|---|
| 710 |
|
|---|
| 711 |
|
|---|
| 712 |
####################################### |
|---|
| 713 |
# Last 1 day (24hrs) |
|---|
| 714 |
####################################### |
|---|
| 715 |
if plot_type=='latest': |
|---|
| 716 |
print ' ... Last 1 days' |
|---|
| 717 |
|
|---|
| 718 |
for idx, ax in enumerate(axs): |
|---|
| 719 |
ax.set_xlim(date2num(dt[-1])-1, date2num(dt[-1])) |
|---|
| 720 |
ax.xaxis.set_major_locator( HourLocator(range(0,25,1)) ) |
|---|
| 721 |
ax.xaxis.set_minor_locator( MinuteLocator(range(0,61,30)) ) |
|---|
| 722 |
ax.set_xticklabels([]) |
|---|
| 723 |
if idx==0: |
|---|
| 724 |
ax.set_xlabel('BOGUE Wind Waves -- Last 24 hours from ' + last_dt_str) |
|---|
| 725 |
elif idx==len(axs)-1: |
|---|
| 726 |
ax.xaxis.set_major_formatter( DateFormatter('%H') ) |
|---|
| 727 |
ax.set_xlabel('BOGUE Wind Waves -- Last 24 hours from ' + last_dt_str) |
|---|
| 728 |
|
|---|
| 729 |
savefig('/home/haines/rayleigh/img/bogue_windwaves_last01days.png') |
|---|
| 730 |
|
|---|
| 731 |
|
|---|
| 732 |
|
|---|
| 733 |
|
|---|
| 734 |
def allwaves(pi, si, yyyy_mm, plot_type='latest'): |
|---|
| 735 |
print 'bogue_allwaves_plot ...' |
|---|
| 736 |
|
|---|
| 737 |
prev_month, this_month, next_month = procutil.find_months(yyyy_mm) |
|---|
| 738 |
yyyy_mm_str = this_month.strftime('%Y_%m') |
|---|
| 739 |
|
|---|
| 740 |
################################ |
|---|
| 741 |
# [2a] load primary data file |
|---|
| 742 |
################################ |
|---|
| 743 |
|
|---|
| 744 |
ncFile1='/seacoos/data/nccoos/level1/bogue/adcpwaves/bogue_adcpwaves_'+prev_month.strftime('%Y_%m')+'.nc' |
|---|
| 745 |
ncFile2='/seacoos/data/nccoos/level1/bogue/adcpwaves/bogue_adcpwaves_'+this_month.strftime('%Y_%m')+'.nc' |
|---|
| 746 |
|
|---|
| 747 |
have_ncFile1 = os.path.exists(ncFile1) |
|---|
| 748 |
have_ncFile2 = os.path.exists(ncFile2) |
|---|
| 749 |
|
|---|
| 750 |
print ' ... loading data for graph from ...' |
|---|
| 751 |
print ' ... ... ' + ncFile1 + ' ... ' + str(have_ncFile1) |
|---|
| 752 |
print ' ... ... ' + ncFile2 + ' ... ' + str(have_ncFile2) |
|---|
| 753 |
|
|---|
| 754 |
# open netcdf data |
|---|
| 755 |
if have_ncFile1 and have_ncFile2: |
|---|
| 756 |
nc = pycdf.CDFMF((ncFile1, ncFile2)) |
|---|
| 757 |
elif not have_ncFile1 and have_ncFile2: |
|---|
| 758 |
nc = pycdf.CDFMF((ncFile2,)) |
|---|
| 759 |
elif have_ncFile1 and not have_ncFile2: |
|---|
| 760 |
nc = pycdf.CDFMF((ncFile1,)) |
|---|
| 761 |
else: |
|---|
| 762 |
print ' ... both files do not exist -- NO DATA LOADED' |
|---|
| 763 |
return |
|---|
| 764 |
|
|---|
| 765 |
# ncvars = nc.variables() |
|---|
| 766 |
# print ncvars |
|---|
| 767 |
es = nc.var('time')[:] |
|---|
| 768 |
units = nc.var('time').units |
|---|
| 769 |
dt = [procutil.es2dt(e) for e in es] |
|---|
| 770 |
# set timezone info to UTC (since data from level1 should be in UTC!!) |
|---|
| 771 |
dt = [e.replace(tzinfo=dateutil.tz.tzutc()) for e in dt] |
|---|
| 772 |
# return new datetime based on computer local |
|---|
| 773 |
dt_local = [e.astimezone(dateutil.tz.tzlocal()) for e in dt] |
|---|
| 774 |
dn = date2num(dt) |
|---|
| 775 |
|
|---|
| 776 |
################################ |
|---|
| 777 |
# [2b] specify variables |
|---|
| 778 |
################################ |
|---|
| 779 |
Hs = nc.var('Hs')[:] |
|---|
| 780 |
Tp = nc.var('Tp')[:] |
|---|
| 781 |
Tm = nc.var('Tm')[:] |
|---|
| 782 |
# Hmax = nc.var('Hmax')[:] |
|---|
| 783 |
Dp = nc.var('Dp')[:] |
|---|
| 784 |
Dm = nc.var('Dm')[:] |
|---|
| 785 |
|
|---|
| 786 |
nc.close() |
|---|
| 787 |
|
|---|
| 788 |
################################ |
|---|
| 789 |
# [3a] load ancillary files if needed |
|---|
| 790 |
################################ |
|---|
| 791 |
|
|---|
| 792 |
ncFile1='/seacoos/data/nccoos/level1/bogue/adcp/bogue_adcp_'+prev_month.strftime('%Y_%m')+'.nc' |
|---|
| 793 |
ncFile2='/seacoos/data/nccoos/level1/bogue/adcp/bogue_adcp_'+this_month.strftime('%Y_%m')+'.nc' |
|---|
| 794 |
|
|---|
| 795 |
have_ncFile1 = os.path.exists(ncFile1) |
|---|
| 796 |
have_ncFile2 = os.path.exists(ncFile2) |
|---|
| 797 |
|
|---|
| 798 |
print ' ... loading data for graph from ...' |
|---|
| 799 |
print ' ... ... ' + ncFile1 + ' ... ' + str(have_ncFile1) |
|---|
| 800 |
print ' ... ... ' + ncFile2 + ' ... ' + str(have_ncFile2) |
|---|
| 801 |
|
|---|
| 802 |
# open netcdf data |
|---|
| 803 |
if have_ncFile1 and have_ncFile2: |
|---|
| 804 |
nc = pycdf.CDFMF((ncFile1, ncFile2)) |
|---|
| 805 |
elif not have_ncFile1 and have_ncFile2: |
|---|
| 806 |
nc = pycdf.CDFMF((ncFile2,)) |
|---|
| 807 |
elif have_ncFile1 and not have_ncFile2: |
|---|
| 808 |
nc = pycdf.CDFMF((ncFile1,)) |
|---|
| 809 |
else: |
|---|
| 810 |
print ' ... both files do not exist -- NO DATA LOADED' |
|---|
| 811 |
return |
|---|
| 812 |
|
|---|
| 813 |
# ncvars = nc.variables() |
|---|
| 814 |
# print ncvars |
|---|
| 815 |
es2 = nc.var('time')[:] |
|---|
| 816 |
units = nc.var('time').units |
|---|
| 817 |
dt2 = [procutil.es2dt(e) for e in es2] |
|---|
| 818 |
# set timezone info to UTC (since data from level1 should be in UTC!!) |
|---|
| 819 |
dt2 = [e.replace(tzinfo=dateutil.tz.tzutc()) for e in dt2] |
|---|
| 820 |
dn2 = date2num(dt2) |
|---|
| 821 |
|
|---|
| 822 |
################################ |
|---|
| 823 |
# [3b] specify variables |
|---|
| 824 |
################################ |
|---|
| 825 |
wd2 = nc.var('wd')[:] |
|---|
| 826 |
|
|---|
| 827 |
nc.close() |
|---|
| 828 |
|
|---|
| 829 |
# last dt in data for labels |
|---|
| 830 |
dtu = dt[-1] |
|---|
| 831 |
dtl = dt_local[-1] |
|---|
| 832 |
|
|---|
| 833 |
diff = abs(dtu - dtl) |
|---|
| 834 |
if diff.days>0: |
|---|
| 835 |
last_dt_str = dtu.strftime("%H:%M %Z on %b %d, %Y") + ' (' + dtl.strftime("%H:%M %Z, %b %d") + ')' |
|---|
| 836 |
else: |
|---|
| 837 |
last_dt_str = dtu.strftime("%H:%M %Z") + ' (' + dtl.strftime("%H:%M %Z") + ')' \ |
|---|
| 838 |
+ dtl.strftime(" on %b %d, %Y") |
|---|
| 839 |
|
|---|
| 840 |
####################################### |
|---|
| 841 |
# Plot setup |
|---|
| 842 |
####################################### |
|---|
| 843 |
|
|---|
| 844 |
fig = figure(figsize=(10, 8)) |
|---|
| 845 |
fig.subplots_adjust(left=0.1, bottom=0.1, right=0.9, top=0.9, wspace=0.1, hspace=0.1) |
|---|
| 846 |
|
|---|
| 847 |
ax = fig.add_subplot(4,1,1) |
|---|
| 848 |
axs = [ax] |
|---|
| 849 |
|
|---|
| 850 |
# ax.plot returns a list of lines, so unpack tuple |
|---|
| 851 |
(x, y) = procutil.addnan(dt2, wd2, maxdelta=2./24) |
|---|
| 852 |
l1, = ax.plot_date(x, y, fmt='b-') |
|---|
| 853 |
l1.set_label('Water Depth (m)') |
|---|
| 854 |
|
|---|
| 855 |
ax.set_ylabel('Depth (m)') |
|---|
| 856 |
# ax.set_ylim(2.,10.) |
|---|
| 857 |
# ax.set_xlim(dt[0], dt[-1]) # first to last regardless of what |
|---|
| 858 |
ax.set_xlim(date2num(this_month), date2num(next_month-datetime.timedelta(seconds=1))) |
|---|
| 859 |
ax.xaxis.set_major_locator( DayLocator(range(2,32,2)) ) |
|---|
| 860 |
ax.xaxis.set_minor_locator( HourLocator(range(0,25,12)) ) |
|---|
| 861 |
ax.set_xticklabels([]) |
|---|
| 862 |
|
|---|
| 863 |
# this only moves the label not the tick labels |
|---|
| 864 |
ax.xaxis.set_label_position('top') |
|---|
| 865 |
ax.set_xlabel('BOGUE Wind Waves -- ' + yyyy_mm_str) |
|---|
| 866 |
|
|---|
| 867 |
# right-hand side scale |
|---|
| 868 |
ax2 = twinx(ax) |
|---|
| 869 |
ax2.yaxis.tick_right() |
|---|
| 870 |
# convert (lhs) meters to (rhs) feet |
|---|
| 871 |
feet = [procutil.meters2feet(val) for val in ax.get_ylim()] |
|---|
| 872 |
ax2.set_ylim(feet) |
|---|
| 873 |
ax2.set_ylabel('Depth (feet)') |
|---|
| 874 |
|
|---|
| 875 |
ax2.set_xlim(date2num(this_month), date2num(next_month-datetime.timedelta(seconds=1))) |
|---|
| 876 |
ax2.xaxis.set_major_locator( DayLocator(range(2,32,2)) ) |
|---|
| 877 |
ax2.xaxis.set_minor_locator( HourLocator(range(0,25,12)) ) |
|---|
| 878 |
ax2.set_xticklabels([]) |
|---|
| 879 |
|
|---|
| 880 |
# legend |
|---|
| 881 |
ls1 = l1.get_label() |
|---|
| 882 |
leg = ax.legend((l1,), (ls1,), loc='upper left') |
|---|
| 883 |
ltext = leg.get_texts() # all the text.Text instance in the legend |
|---|
| 884 |
llines = leg.get_lines() # all the lines.Line2D instance in the legend |
|---|
| 885 |
frame = leg.get_frame() # the patch.Rectangle instance surrounding the legend |
|---|
| 886 |
frame.set_facecolor('0.80') # set the frame face color to light gray |
|---|
| 887 |
frame.set_alpha(0.5) # set alpha low to see through |
|---|
| 888 |
setp(ltext, fontsize='small') # the legend text fontsize |
|---|
| 889 |
setp(llines, linewidth=1.5) # the legend linewidth |
|---|
| 890 |
# leg.draw_frame(False) # don't draw the legend frame |
|---|
| 891 |
|
|---|
| 892 |
####################################### |
|---|
| 893 |
# |
|---|
| 894 |
ax = fig.add_subplot(4,1,2) |
|---|
| 895 |
axs.append(ax) |
|---|
| 896 |
|
|---|
| 897 |
# ax.plot returns a list of lines, so unpack tuple |
|---|
| 898 |
(x, y) = procutil.addnan(dt, Hs, maxdelta=2./24) |
|---|
| 899 |
l1, = ax.plot_date(x, y, fmt='b-') |
|---|
| 900 |
l1.set_label('Significant Wave Height (Hs)') |
|---|
| 901 |
|
|---|
| 902 |
# (x, y) = procutil.addnan(dt, Hmax, maxdelta=2./24) |
|---|
| 903 |
# l2, = ax.plot_date(x, y, fmt='g-') |
|---|
| 904 |
# l2.set_label('Max Wave Height (Hmax)') |
|---|
| 905 |
|
|---|
| 906 |
ax.set_ylabel('WAVE\nHEIGHT (m)') |
|---|
| 907 |
# ax.set_ylim(2.,10.) |
|---|
| 908 |
ax.set_xlim(date2num(this_month), date2num(next_month-datetime.timedelta(seconds=1))) |
|---|
| 909 |
ax.xaxis.set_major_locator( DayLocator(range(2,32,2)) ) |
|---|
| 910 |
ax.xaxis.set_minor_locator( HourLocator(range(0,25,12)) ) |
|---|
| 911 |
ax.set_xticklabels([]) |
|---|
| 912 |
|
|---|
| 913 |
# right-hand side scale |
|---|
| 914 |
ax2 = twinx(ax) |
|---|
| 915 |
ax2.yaxis.tick_right() |
|---|
| 916 |
# convert (lhs) meters to (rhs) feet |
|---|
| 917 |
feet = [procutil.meters2feet(val) for val in ax.get_ylim()] |
|---|
| 918 |
ax2.set_ylim(feet) |
|---|
| 919 |
ax2.set_ylabel('(feet)') |
|---|
| 920 |
|
|---|
| 921 |
ax2.set_xlim(date2num(this_month), date2num(next_month-datetime.timedelta(seconds=1))) |
|---|
| 922 |
ax2.xaxis.set_major_locator( DayLocator(range(2,32,2)) ) |
|---|
| 923 |
ax2.xaxis.set_minor_locator( HourLocator(range(0,25,12)) ) |
|---|
| 924 |
ax2.set_xticklabels([]) |
|---|
| 925 |
|
|---|
| 926 |
# legend |
|---|
| 927 |
ls1 = l1.get_label() |
|---|
| 928 |
# ls2 = l2.get_label() |
|---|
| 929 |
# leg = ax.legend((l1,l2), (ls1,ls2), loc='upper left') |
|---|
| 930 |
leg = ax.legend((l1,), (ls1,), loc='upper left') |
|---|
| 931 |
ltext = leg.get_texts() # all the text.Text instance in the legend |
|---|
| 932 |
llines = leg.get_lines() # all the lines.Line2D instance in the legend |
|---|
| 933 |
frame = leg.get_frame() # the patch.Rectangle instance surrounding the legend |
|---|
| 934 |
frame.set_facecolor('0.80') # set the frame face color to light gray |
|---|
| 935 |
frame.set_alpha(0.5) # set alpha low to see through |
|---|
| 936 |
setp(ltext, fontsize='small') # the legend text fontsize |
|---|
| 937 |
setp(llines, linewidth=1.5) # the legend linewidth |
|---|
| 938 |
# leg.draw_frame(False) # don't draw the legend frame |
|---|
| 939 |
|
|---|
| 940 |
####################################### |
|---|
| 941 |
# |
|---|
| 942 |
ax = fig.add_subplot(4,1,3) |
|---|
| 943 |
axs.append(ax) |
|---|
| 944 |
|
|---|
| 945 |
# ax.plot returns a list of lines, so unpack tuple |
|---|
| 946 |
(x, y) = procutil.addnan(dt, Tp, maxdelta=2./24) |
|---|
| 947 |
l1, = ax.plot_date(x, y, fmt='b-') |
|---|
| 948 |
l1.set_label('Peak Period (Tp)') |
|---|
| 949 |
|
|---|
| 950 |
(x, y) = procutil.addnan(dt, Tm, maxdelta=2./24) |
|---|
| 951 |
l2, = ax.plot_date(x, y, fmt='c-') |
|---|
| 952 |
l2.set_label('Mean Period (Tm)') |
|---|
| 953 |
|
|---|
| 954 |
ax.set_ylabel('WAVE\nPERIOD (s)') |
|---|
| 955 |
# ax.set_ylim(2.,10.) |
|---|
| 956 |
ax.set_xlim(date2num(this_month), date2num(next_month-datetime.timedelta(seconds=1))) |
|---|
| 957 |
ax.xaxis.set_major_locator( DayLocator(range(2,32,2)) ) |
|---|
| 958 |
ax.xaxis.set_minor_locator( HourLocator(range(0,25,12)) ) |
|---|
| 959 |
ax.set_xticklabels([]) |
|---|
| 960 |
|
|---|
| 961 |
# legend |
|---|
| 962 |
ls1 = l1.get_label() |
|---|
| 963 |
ls2 = l2.get_label() |
|---|
| 964 |
leg = ax.legend((l1,l2), (ls1,ls2), loc='upper left') |
|---|
| 965 |
ltext = leg.get_texts() # all the text.Text instance in the legend |
|---|
| 966 |
llines = leg.get_lines() # all the lines.Line2D instance in the legend |
|---|
| 967 |
frame = leg.get_frame() # the patch.Rectangle instance surrounding the legend |
|---|
| 968 |
frame.set_facecolor('0.80') # set the frame face color to light gray |
|---|
| 969 |
frame.set_alpha(0.5) # set alpha low to see through |
|---|
| 970 |
setp(ltext, fontsize='small') # the legend text fontsize |
|---|
| 971 |
setp(llines, linewidth=1.5) # the legend linewidth |
|---|
| 972 |
# leg.draw_frame(False) # don't draw the legend frame |
|---|
| 973 |
|
|---|
| 974 |
####################################### |
|---|
| 975 |
# |
|---|
| 976 |
ax = fig.add_subplot(4,1,4) |
|---|
| 977 |
axs.append(ax) |
|---|
| 978 |
|
|---|
| 979 |
# ax.plot returns a list of lines, so unpack tuple |
|---|
| 980 |
(x, y) = procutil.addnan(dt, Dp, maxdelta=2./24) |
|---|
| 981 |
l1, = ax.plot_date(x, y, fmt='b-') |
|---|
| 982 |
l1.set_label('Peak Direction (Dp)') |
|---|
| 983 |
|
|---|
| 984 |
(x, y) = procutil.addnan(dt, Dm, maxdelta=2./24) |
|---|
| 985 |
l2, = ax.plot_date(x, y, fmt='c-') |
|---|
| 986 |
l2.set_label('Mean Direction (Dp)') |
|---|
| 987 |
|
|---|
| 988 |
ax.set_ylabel('WAVE\nDIR (deg N)') |
|---|
| 989 |
ax.set_ylim(0.,360.) |
|---|
| 990 |
# first to last regardless of what |
|---|
| 991 |
# ax.set_xlim(dt[0], dt[-1]) |
|---|
| 992 |
# last minus 30 days, |
|---|
| 993 |
ax.set_xlim(date2num(this_month), date2num(next_month-datetime.timedelta(seconds=1))) |
|---|
| 994 |
ax.xaxis.set_major_locator( DayLocator(range(2,32,2)) ) |
|---|
| 995 |
ax.xaxis.set_minor_locator( HourLocator(range(0,25,12)) ) |
|---|
| 996 |
ax.xaxis.set_major_formatter( DateFormatter('%m/%d') ) |
|---|
| 997 |
|
|---|
| 998 |
ax.set_xlabel('BOGUE Waves -- ' + yyyy_mm_str) |
|---|
| 999 |
|
|---|
| 1000 |
# legend |
|---|
| 1001 |
ls1 = l1.get_label() |
|---|
| 1002 |
ls2 = l2.get_label() |
|---|
| 1003 |
leg = ax.legend((l1,l2), (ls1,ls2), loc='upper left') |
|---|
| 1004 |
ltext = leg.get_texts() # all the text.Text instance in the legend |
|---|
| 1005 |
llines = leg.get_lines() # all the lines.Line2D instance in the legend |
|---|
| 1006 |
frame = leg.get_frame() # the patch.Rectangle instance surrounding the legend |
|---|
| 1007 |
frame.set_facecolor('0.80') # set the frame face color to light gray |
|---|
| 1008 |
frame.set_alpha(0.5) # set alpha low to see through |
|---|
| 1009 |
setp(ltext, fontsize='small') # the legend text fontsize |
|---|
| 1010 |
setp(llines, linewidth=1.5) # the legend linewidth |
|---|
| 1011 |
# leg.draw_frame(False) # don't draw the legend frame |
|---|
| 1012 |
|
|---|
| 1013 |
# save figure for this month |
|---|
| 1014 |
ofn = '/home/haines/rayleigh/img/bogue/bogue_allwaves_'+yyyy_mm_str+'.png' |
|---|
| 1015 |
print '... ... write: %s' % (ofn,) |
|---|
| 1016 |
savefig(ofn) |
|---|
| 1017 |
|
|---|
| 1018 |
|
|---|
| 1019 |
####################################### |
|---|
| 1020 |
# Last 30 days |
|---|
| 1021 |
####################################### |
|---|
| 1022 |
if plot_type=='latest': |
|---|
| 1023 |
print ' ... Last 30 days' |
|---|
| 1024 |
for idx, ax in enumerate(axs): |
|---|
| 1025 |
ax.set_xlim(date2num(dt[-1])-30, date2num(dt[-1])) |
|---|
| 1026 |
ax.xaxis.set_major_locator( DayLocator(range(2,32,2)) ) |
|---|
| 1027 |
ax.xaxis.set_minor_locator( HourLocator(range(0,25,12)) ) |
|---|
| 1028 |
ax.set_xticklabels([]) |
|---|
| 1029 |
if idx==0: |
|---|
| 1030 |
ax.set_xlabel('BOGUE All Waves -- Last 30 days from ' + last_dt_str) |
|---|
| 1031 |
elif idx==len(axs)-1: |
|---|
| 1032 |
ax.xaxis.set_major_formatter( DateFormatter('%m/%d') ) |
|---|
| 1033 |
ax.set_xlabel('BOGUE All Waves -- Last 30 days from ' + last_dt_str) |
|---|
| 1034 |
|
|---|
| 1035 |
savefig('/home/haines/rayleigh/img/bogue_allwaves_last30days.png') |
|---|
| 1036 |
|
|---|
| 1037 |
|
|---|
| 1038 |
####################################### |
|---|
| 1039 |
# Last 7 days |
|---|
| 1040 |
####################################### |
|---|
| 1041 |
if plot_type=='latest': |
|---|
| 1042 |
print ' ... Last 7 days' |
|---|
| 1043 |
for idx, ax in enumerate(axs): |
|---|
| 1044 |
ax.set_xlim(date2num(dt[-1])-7, date2num(dt[-1])) |
|---|
| 1045 |
ax.xaxis.set_major_locator( DayLocator(range(0,32,1)) ) |
|---|
| 1046 |
ax.xaxis.set_minor_locator( HourLocator(range(0,25,6)) ) |
|---|
| 1047 |
ax.set_xticklabels([]) |
|---|
| 1048 |
if idx==0: |
|---|
| 1049 |
ax.set_xlabel('BOGUE All Waves -- Last 7 days from ' + last_dt_str) |
|---|
| 1050 |
elif idx==len(axs)-1: |
|---|
| 1051 |
ax.xaxis.set_major_formatter( DateFormatter('%m/%d') ) |
|---|
| 1052 |
ax.set_xlabel('BOGUE All Waves -- Last 7 days from ' + last_dt_str) |
|---|
| 1053 |
|
|---|
| 1054 |
savefig('/home/haines/rayleigh/img/bogue_allwaves_last07days.png') |
|---|
| 1055 |
|
|---|
| 1056 |
|
|---|
| 1057 |
####################################### |
|---|
| 1058 |
# Last 1 day (24hrs) |
|---|
| 1059 |
####################################### |
|---|
| 1060 |
if plot_type=='latest': |
|---|
| 1061 |
print ' ... Last 1 days' |
|---|
| 1062 |
|
|---|
| 1063 |
for idx, ax in enumerate(axs): |
|---|
| 1064 |
ax.set_xlim(date2num(dt[-1])-1, date2num(dt[-1])) |
|---|
| 1065 |
ax.xaxis.set_major_locator( HourLocator(range(0,25,1)) ) |
|---|
| 1066 |
ax.xaxis.set_minor_locator( MinuteLocator(range(0,61,30)) ) |
|---|
| 1067 |
ax.set_xticklabels([]) |
|---|
| 1068 |
if idx==0: |
|---|
| 1069 |
ax.set_xlabel('BOGUE All Waves -- Last 24 hours from ' + last_dt_str) |
|---|
| 1070 |
elif idx==len(axs)-1: |
|---|
| 1071 |
ax.xaxis.set_major_formatter( DateFormatter('%H') ) |
|---|
| 1072 |
ax.set_xlabel('BOGUE All Waves -- Last 24 hours from ' + last_dt_str) |
|---|
| 1073 |
|
|---|
| 1074 |
savefig('/home/haines/rayleigh/img/bogue_allwaves_last01days.png') |
|---|
| 1075 |
|
|---|
| 1076 |
|
|---|
| 1077 |
|
|---|
| 1078 |
|
|---|
