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#!/usr/bin/env /opt/env/haines/dataproc/bin/python |
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# Last modified: Time-stamp: <2010-04-05 11:59:42 haines> |
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"""crow_all_plot_month""" |
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import os, sys, glob, re |
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import datetime, time, dateutil, dateutil.tz |
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import pycdf |
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import numpy |
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sys.path.append('/opt/env/haines/dataproc/raw2proc') |
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del(sys) |
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os.environ["MPLCONFIGDIR"]="/home/haines/.matplotlib/" |
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from pylab import figure, twinx, savefig, setp, getp, cm, colorbar |
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from matplotlib.dates import DayLocator, HourLocator, MinuteLocator, DateFormatter, date2num, num2date |
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import procutil |
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print 'crow_all_plot_month ...' |
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proc_dir = '/seacoos/data/nccoos/level1/crow/wq/' |
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# fns = glob.glob((os.path.join(proc_dir, '*.nc'))) |
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fns = glob.glob((os.path.join(proc_dir, '*2009_1?*.nc'))) |
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fns.sort() |
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for fn in fns: |
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m=re.search('\d{4}_\d{2}', fn) |
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yyyy_mm = m.group() |
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prev_month, this_month, next_month = procutil.find_months(yyyy_mm) |
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yyyy_mm_str = this_month.strftime('%Y_%m') |
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|
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# load data |
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print ' ... ... read: ' + fn |
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nc = pycdf.CDFMF((fn,)) |
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ncvars = nc.variables() |
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# print ncvars |
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es = nc.var('time')[:] |
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units = nc.var('time').units |
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dt = [procutil.es2dt(e) for e in es] |
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# set timezone info to UTC (since data from level1 should be in UTC!!) |
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dt = [e.replace(tzinfo=dateutil.tz.tzutc()) for e in dt] |
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# return new datetime based on computer local |
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dt_local = [e.astimezone(dateutil.tz.tzlocal()) for e in dt] |
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dn = date2num(dt) |
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|
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z = nc.var('z')[:] |
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wtemp = nc.var('wtemp')[:] |
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cond = nc.var('cond')[:] |
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turb = nc.var('turb')[:] |
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ph = nc.var('ph')[:] |
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do_mg = nc.var('do_mg')[:] |
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do_sat = nc.var('do_sat')[:] |
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batt = nc.var('battvolts')[:] |
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nc.close() |
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fn_flow = '/seacoos/data/nccoos/level1/crow/flow/crow_flow_' + yyyy_mm_str + '.nc' |
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print ' ... ... read: ' + fn_flow |
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nc = pycdf.CDFMF((fn_flow,)) |
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ncvars = nc.variables() |
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# print ncvars |
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es2 = nc.var('time')[:] |
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units = nc.var('time').units |
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dt2 = [procutil.es2dt(e) for e in es2] |
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# set timezone info to UTC (since data from level1 should be in UTC!!) |
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dt2 = [e.replace(tzinfo=dateutil.tz.tzutc()) for e in dt2] |
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dn2 = date2num(dt2) |
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r2 = nc.var('rain')[:] # inches of rain in past 15 min |
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have_sontek = 'sontek_wl' in ncvars.keys() or 'sontek_flow' in ncvars.keys() |
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have_press = 'press_wl' in ncvars.keys() or 'press_flow' in ncvars.keys() |
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if have_press: |
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pwl2 = nc.var('press_wl')[:] # feet |
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pfl2 = nc.var('press_flow')[:] # cfs |
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if have_sontek: |
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swl2 = nc.var('sontek_wl')[:] # feet |
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sfl2 = nc.var('sontek_flow')[:] # cfs |
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nc.close() |
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# last dt in data for labels |
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dtu = dt[-1] |
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dtl = dt_local[-1] |
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diff = abs(dtu - dtl) |
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if diff.days>0: |
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last_dt_str = dtu.strftime("%H:%M %Z on %b %d, %Y") + ' (' + dtl.strftime("%H:%M %Z, %b %d") + ')' |
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else: |
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last_dt_str = dtu.strftime("%H:%M %Z") + ' (' + dtl.strftime("%H:%M %Z") + ')' \ |
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+ dtl.strftime(" on %b %d, %Y") |
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####################################### |
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# Plot month all wq (plus flow) the timeseries data |
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####################################### |
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fig = figure(figsize=(10, 9)) |
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fig.subplots_adjust(left=0.1, bottom=0.1, right=0.9, top=0.9, wspace=0.1, hspace=0.1) |
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ax = fig.add_subplot(6,1,1) |
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axs = [ax] |
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|
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# ax.plot returns a list of lines, so unpack tuple |
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(x, y) = procutil.addnan(dt, wtemp) |
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ibad = y <= -6999. |
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y[ibad] = numpy.nan |
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# if all are NaN's then pyplot throws an error for autoscale |
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# for some reason setting one value in the timeseries to a real value |
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# fixes this. |
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if numpy.isnan(y).all(): |
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y[-1]=0. |
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|
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l1, = ax.plot_date(x, y, fmt='b-') |
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l1.set_label('Water Temperature') |
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|
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ax.set_ylabel('TEMP\n (deg C)') |
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ax.set_xlim(date2num(this_month), date2num(next_month-datetime.timedelta(seconds=1))) |
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ax.xaxis.set_major_locator( DayLocator(range(2,32,2)) ) |
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ax.xaxis.set_minor_locator( HourLocator(range(0,25,12)) ) |
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ax.xaxis.set_major_formatter( DateFormatter('%m/%d') ) |
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ax.set_xticklabels([]) |
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|
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# right-hand side scale |
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ax2 = twinx(ax) |
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ax2.yaxis.tick_right() |
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# convert (lhs) deg C to (rhs) deg F |
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f = [procutil.celsius2fahrenheit(val) for val in ax.get_ylim()] |
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ax2.set_ylim(f) |
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ax2.set_ylabel('(deg F)') |
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|
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ax2.set_xlim(date2num(this_month), date2num(next_month-datetime.timedelta(seconds=1))) |
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ax2.xaxis.set_major_locator( DayLocator(range(2,32,2)) ) |
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ax2.xaxis.set_minor_locator( HourLocator(range(0,25,12)) ) |
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ax2.set_xticklabels([]) |
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|
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# this only moves the label not the tick labels |
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ax.xaxis.set_label_position('top') |
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ax.set_xlabel('CROW Water Quality -- ' + yyyy_mm_str) |
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|
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# legend |
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ls1 = l1.get_label() |
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leg = ax.legend((l1,), (ls1,), loc='upper left') |
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ltext = leg.get_texts() # all the text.Text instance in the legend |
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llines = leg.get_lines() # all the lines.Line2D instance in the legend |
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frame = leg.get_frame() # the patch.Rectangle instance surrounding the legend |
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frame.set_facecolor('0.80') # set the frame face color to light gray |
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frame.set_alpha(0.5) # set alpha low to see through |
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setp(ltext, fontsize='small') # the legend text fontsize |
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setp(llines, linewidth=1.5) # the legend linewidth |
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# leg.draw_frame(False) # don't draw the legend frame |
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|
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####################################### |
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# |
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ax = fig.add_subplot(6,1,2) |
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axs.append(ax) |
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|
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# ax.plot returns a list of lines, so unpack tuple |
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(x, y) = procutil.addnan(dt, cond) |
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l1, = ax.plot_date(x, y, fmt='b-') |
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l1.set_label('Specific Conductivity') |
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|
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ax.set_ylabel('Cond\n (mS/cm)') |
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# ax.set_ylim(0,10) |
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ax.set_xlim(date2num(this_month), date2num(next_month-datetime.timedelta(seconds=1))) |
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ax.xaxis.set_major_locator( DayLocator(range(2,32,2)) ) |
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ax.xaxis.set_minor_locator( HourLocator(range(0,25,12)) ) |
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ax.xaxis.set_major_formatter( DateFormatter('%m/%d') ) |
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ax.set_xticklabels([]) |
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|
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# legend |
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ls1 = l1.get_label() |
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leg = ax.legend((l1,), (ls1,), loc='upper left') |
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ltext = leg.get_texts() # all the text.Text instance in the legend |
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llines = leg.get_lines() # all the lines.Line2D instance in the legend |
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frame = leg.get_frame() # the patch.Rectangle instance surrounding the legend |
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frame.set_facecolor('0.80') # set the frame face color to light gray |
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frame.set_alpha(0.5) # set alpha low to see through |
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setp(ltext, fontsize='small') # the legend text fontsize |
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setp(llines, linewidth=1.5) # the legend linewidth |
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# leg.draw_frame(False) # don't draw the legend frame |
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|
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####################################### |
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# |
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ax = fig.add_subplot(6,1,3) |
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axs.append(ax) |
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|
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# ax.plot returns a list of lines, so unpack tuple |
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(x, y) = procutil.addnan(dt, do_mg) |
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l1, = ax.plot_date(x, y, fmt='b-') |
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l1.set_label('Dissolved Oxygen (DO)') |
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|
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ax.set_ylabel('DO \n(mg/l)') |
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# ax.set_ylim(20,120) |
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ax.set_xlim(date2num(this_month), date2num(next_month-datetime.timedelta(seconds=1))) |
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ax.xaxis.set_major_locator( DayLocator(range(2,32,2)) ) |
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ax.xaxis.set_minor_locator( HourLocator(range(0,25,12)) ) |
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ax.xaxis.set_major_formatter( DateFormatter('%m/%d') ) |
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ax.set_xticklabels([]) |
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|
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# right-hand side scale |
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ax2 = twinx(ax) |
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ax2.yaxis.tick_right() |
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(x, y) = procutil.addnan(dt, do_sat) |
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l2, = ax2.plot_date(x, y, fmt='c-') |
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l2.set_label('Percent Air Saturation') |
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# convert (lhs) deg C to (rhs) deg F |
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# ax2.set_ylim(0,200) |
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ax2.set_ylabel('DO (%)') |
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ax2.set_xlim(date2num(this_month), date2num(next_month-datetime.timedelta(seconds=1))) |
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ax2.xaxis.set_major_locator( DayLocator(range(2,32,2)) ) |
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ax2.xaxis.set_minor_locator( HourLocator(range(0,25,12)) ) |
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ax2.set_xticklabels([]) |
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|
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# legend |
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ls1 = l1.get_label() |
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ls2 = l2.get_label() |
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leg = ax.legend((l1,l2), (ls1,ls2), loc='upper left') |
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ltext = leg.get_texts() # all the text.Text instance in the legend |
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llines = leg.get_lines() # all the lines.Line2D instance in the legend |
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frame = leg.get_frame() # the patch.Rectangle instance surrounding the legend |
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frame.set_facecolor('0.80') # set the frame face color to light gray |
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frame.set_alpha(0.5) # set alpha low to see through |
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setp(ltext, fontsize='small') # the legend text fontsize |
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setp(llines, linewidth=1.5) # the legend linewidth |
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# leg.draw_frame(False) # don't draw the legend frame |
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####################################### |
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# |
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ax = fig.add_subplot(6,1,4) |
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axs.append(ax) |
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|
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# ax.plot returns a list of lines, so unpack tuple |
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(x, y) = procutil.addnan(dt, ph) |
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l1, = ax.plot_date(x, y, fmt='b-') |
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l1.set_label('pH') |
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|
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ax.set_ylabel('pH') |
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# ax.set_ylim(6, 12) |
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ax.set_xlim(date2num(this_month), date2num(next_month-datetime.timedelta(seconds=1))) |
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ax.xaxis.set_major_locator( DayLocator(range(2,32,2)) ) |
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ax.xaxis.set_minor_locator( HourLocator(range(0,25,12)) ) |
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ax.xaxis.set_major_formatter( DateFormatter('%m/%d') ) |
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ax.set_xticklabels([]) |
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|
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# legend |
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ls1 = l1.get_label() |
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leg = ax.legend((l1,), (ls1,), loc='upper left') |
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ltext = leg.get_texts() # all the text.Text instance in the legend |
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llines = leg.get_lines() # all the lines.Line2D instance in the legend |
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frame = leg.get_frame() # the patch.Rectangle instance surrounding the legend |
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frame.set_facecolor('0.80') # set the frame face color to light gray |
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frame.set_alpha(0.5) # set alpha low to see through |
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setp(ltext, fontsize='small') # the legend text fontsize |
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setp(llines, linewidth=1.5) # the legend linewidth |
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# leg.draw_frame(False) # don't draw the legend frame |
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|
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####################################### |
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# |
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ax = fig.add_subplot(6,1,5) |
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axs.append(ax) |
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|
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# ax.plot returns a list of lines, so unpack tuple |
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(x, y) = procutil.addnan(dt, turb) |
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l1, = ax.plot_date(x, y, fmt='b-') |
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l1.set_label('Turbidity') |
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|
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ax.set_ylabel('Turb \n(NTU)') |
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# ax.set_ylim(0,100) |
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ax.set_xlim(date2num(this_month), date2num(next_month-datetime.timedelta(seconds=1))) |
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ax.xaxis.set_major_locator( DayLocator(range(2,32,2)) ) |
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ax.xaxis.set_minor_locator( HourLocator(range(0,25,12)) ) |
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ax.xaxis.set_major_formatter( DateFormatter('%m/%d') ) |
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ax.set_xticklabels([]) |
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|
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# legend |
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ls1 = l1.get_label() |
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leg = ax.legend((l1,), (ls1,), loc='upper left') |
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| 277 |
ltext = leg.get_texts() # all the text.Text instance in the legend |
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| 278 |
llines = leg.get_lines() # all the lines.Line2D instance in the legend |
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| 279 |
frame = leg.get_frame() # the patch.Rectangle instance surrounding the legend |
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| 280 |
frame.set_facecolor('0.80') # set the frame face color to light gray |
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| 281 |
frame.set_alpha(0.5) # set alpha low to see through |
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| 282 |
setp(ltext, fontsize='small') # the legend text fontsize |
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| 283 |
setp(llines, linewidth=1.5) # the legend linewidth |
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| 284 |
# leg.draw_frame(False) # don't draw the legend frame |
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| 285 |
|
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####################################### |
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# |
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| 288 |
ax = fig.add_subplot(6,1,6) |
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axs.append(ax) |
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|
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# ax.plot returns a list of lines, so unpack tuple |
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| 292 |
if have_press: |
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| 293 |
(x, y) = procutil.addnan(dt2, pfl2) |
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| 294 |
l1, = ax.plot_date(x, y, fmt='b-') |
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| 295 |
l1.set_label('Derived from pressure') |
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| 296 |
ls1 = l1.get_label() |
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| 297 |
if have_sontek: |
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| 298 |
(x, y) = procutil.addnan(dt2, sfl2) |
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| 299 |
l2, = ax.plot_date(x, y, fmt='c-') |
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l2.set_label('Depth-avg Acoustic Profile') |
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ls2 = l2.get_label() |
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|
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ax.set_ylabel('Flow\n (cfs)') |
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| 304 |
# ax.set_ylim(0,15) |
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| 305 |
ax.set_xlim(date2num(this_month), date2num(next_month-datetime.timedelta(seconds=1))) |
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| 306 |
ax.xaxis.set_major_locator( DayLocator(range(2,32,2)) ) |
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| 307 |
ax.xaxis.set_minor_locator( HourLocator(range(0,25,12)) ) |
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ax.xaxis.set_major_formatter( DateFormatter('%m/%d') ) |
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|
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ax.set_xlabel('CROW Water Quality -- ' + yyyy_mm_str) |
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|
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# legend |
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| 313 |
if have_press and have_sontek: |
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leg = ax.legend((l1,l2), (ls1,ls2), loc='upper left') |
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| 315 |
elif have_press: |
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leg = ax.legend((l1,), (ls1,), loc='upper left') |
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| 317 |
if have_sontek: |
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| 318 |
leg = ax.legend((l2,), (ls2,), loc='upper left') |
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|
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| 320 |
ltext = leg.get_texts() # all the text.Text instance in the legend |
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| 321 |
llines = leg.get_lines() # all the lines.Line2D instance in the legend |
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| 322 |
frame = leg.get_frame() # the patch.Rectangle instance surrounding the legend |
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| 323 |
frame.set_facecolor('0.80') # set the frame face color to light gray |
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| 324 |
frame.set_alpha(0.5) # set alpha low to see through |
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| 325 |
setp(ltext, fontsize='small') # the legend text fontsize |
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| 326 |
setp(llines, linewidth=1.5) # the legend linewidth |
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| 327 |
# leg.draw_frame(False) # don't draw the legend frame |
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| 328 |
|
|---|
| 329 |
# save figure |
|---|
| 330 |
ofn = '/home/haines/rayleigh/img/crow/crow_wq_'+yyyy_mm_str+'.png' |
|---|
| 331 |
print '... ... write: %s' % (ofn,) |
|---|
| 332 |
savefig(ofn) |
|---|
| 333 |
|
|---|
| 334 |
del(fig) |
|---|
| 335 |
|
|---|
| 336 |
####################################### |
|---|
| 337 |
# Plot month all rain flow the timeseries data |
|---|
| 338 |
####################################### |
|---|
| 339 |
|
|---|
| 340 |
fig = figure(figsize=(10, 8)) |
|---|
| 341 |
fig.subplots_adjust(left=0.1, bottom=0.1, right=0.9, top=0.9, wspace=0.1, hspace=0.1) |
|---|
| 342 |
|
|---|
| 343 |
ax = fig.add_subplot(4,1,1) |
|---|
| 344 |
axs = [ax] |
|---|
| 345 |
|
|---|
| 346 |
# ax.plot returns a list of lines, so unpack tuple |
|---|
| 347 |
(x, y) = procutil.addnan(dt2, r2) |
|---|
| 348 |
l1, = ax.plot_date(x, y, fmt='b-') |
|---|
| 349 |
l1.set_label('Precipitation') |
|---|
| 350 |
|
|---|
| 351 |
ax.set_ylabel('Rain (in)') |
|---|
| 352 |
# ax.set_ylim(0,30) |
|---|
| 353 |
ax.set_xlim(date2num(this_month), date2num(next_month-datetime.timedelta(seconds=1))) |
|---|
| 354 |
ax.xaxis.set_major_locator( DayLocator(range(2,32,2)) ) |
|---|
| 355 |
ax.xaxis.set_minor_locator( HourLocator(range(0,25,12)) ) |
|---|
| 356 |
ax.xaxis.set_major_formatter( DateFormatter('%m/%d') ) |
|---|
| 357 |
ax.set_xticklabels([]) |
|---|
| 358 |
|
|---|
| 359 |
# right-hand side scale |
|---|
| 360 |
ax2 = twinx(ax) |
|---|
| 361 |
ax2.yaxis.tick_right() |
|---|
| 362 |
# convert (lhs) deg C to (rhs) deg F |
|---|
| 363 |
f = [procutil.inches2millimeters(val) for val in ax.get_ylim()] |
|---|
| 364 |
ax2.set_ylim(f) |
|---|
| 365 |
ax2.set_ylabel('Rain (mm)') |
|---|
| 366 |
ax2.set_xlim(date2num(this_month), date2num(next_month-datetime.timedelta(seconds=1))) |
|---|
| 367 |
ax2.xaxis.set_major_locator( DayLocator(range(2,32,2)) ) |
|---|
| 368 |
ax2.xaxis.set_minor_locator( HourLocator(range(0,25,12)) ) |
|---|
| 369 |
ax2.set_xticklabels([]) |
|---|
| 370 |
|
|---|
| 371 |
# this only moves the label not the tick labels |
|---|
| 372 |
ax.xaxis.set_label_position('top') |
|---|
| 373 |
ax.set_xlabel('CROW Stream Flow -- ' + yyyy_mm_str) |
|---|
| 374 |
|
|---|
| 375 |
# legend |
|---|
| 376 |
ls1 = l1.get_label() |
|---|
| 377 |
leg = ax.legend((l1,), (ls1,), loc='upper left') |
|---|
| 378 |
ltext = leg.get_texts() # all the text.Text instance in the legend |
|---|
| 379 |
llines = leg.get_lines() # all the lines.Line2D instance in the legend |
|---|
| 380 |
frame = leg.get_frame() # the patch.Rectangle instance surrounding the legend |
|---|
| 381 |
frame.set_facecolor('0.80') # set the frame face color to light gray |
|---|
| 382 |
frame.set_alpha(0.5) # set alpha low to see through |
|---|
| 383 |
setp(ltext, fontsize='small') # the legend text fontsize |
|---|
| 384 |
setp(llines, linewidth=1.5) # the legend linewidth |
|---|
| 385 |
# leg.draw_frame(False) # don't draw the legend frame |
|---|
| 386 |
|
|---|
| 387 |
####################################### |
|---|
| 388 |
# |
|---|
| 389 |
ax = fig.add_subplot(4,1,2) |
|---|
| 390 |
axs.append(ax) |
|---|
| 391 |
|
|---|
| 392 |
# ax.plot returns a list of lines, so unpack tuple |
|---|
| 393 |
if have_press: |
|---|
| 394 |
(x, y) = procutil.addnan(dt2, pwl2) |
|---|
| 395 |
l1, = ax.plot_date(x, y, fmt='b-') |
|---|
| 396 |
l1.set_label('Derived from pressure') |
|---|
| 397 |
ls1 = l1.get_label() |
|---|
| 398 |
if have_sontek: |
|---|
| 399 |
(x, y) = procutil.addnan(dt2, swl2) |
|---|
| 400 |
l2, = ax.plot_date(x, y, fmt='c-') |
|---|
| 401 |
l2.set_label('From Acoustic Sounding') |
|---|
| 402 |
ls2 = l2.get_label() |
|---|
| 403 |
|
|---|
| 404 |
ax.set_ylabel('Depth (ft)') |
|---|
| 405 |
# ax.set_ylim(0,15) |
|---|
| 406 |
ax.set_xlim(date2num(this_month), date2num(next_month-datetime.timedelta(seconds=1))) |
|---|
| 407 |
ax.xaxis.set_major_locator( DayLocator(range(2,32,2)) ) |
|---|
| 408 |
ax.xaxis.set_minor_locator( HourLocator(range(0,25,12)) ) |
|---|
| 409 |
ax.xaxis.set_major_formatter( DateFormatter('%m/%d') ) |
|---|
| 410 |
ax.set_xticklabels([]) |
|---|
| 411 |
|
|---|
| 412 |
# right-hand side scale |
|---|
| 413 |
ax2 = twinx(ax) |
|---|
| 414 |
ax2.yaxis.tick_right() |
|---|
| 415 |
# convert (lhs) feet to (rhs) meters |
|---|
| 416 |
f = [procutil.feet2meters(val) for val in ax.get_ylim()] |
|---|
| 417 |
ax2.set_ylim(f) |
|---|
| 418 |
ax2.set_ylabel('Depth (m)') |
|---|
| 419 |
ax2.set_xlim(date2num(this_month), date2num(next_month-datetime.timedelta(seconds=1))) |
|---|
| 420 |
ax2.xaxis.set_major_locator( DayLocator(range(2,32,2)) ) |
|---|
| 421 |
ax2.xaxis.set_minor_locator( HourLocator(range(0,25,12)) ) |
|---|
| 422 |
ax2.set_xticklabels([]) |
|---|
| 423 |
|
|---|
| 424 |
# legend |
|---|
| 425 |
if have_press and have_sontek: |
|---|
| 426 |
leg = ax.legend((l1,l2), (ls1,ls2), loc='upper left') |
|---|
| 427 |
elif have_press: |
|---|
| 428 |
leg = ax.legend((l1,), (ls1,), loc='upper left') |
|---|
| 429 |
elif have_sontek: |
|---|
| 430 |
leg = ax.legend((l2,), (ls2,), loc='upper left') |
|---|
| 431 |
|
|---|
| 432 |
ltext = leg.get_texts() # all the text.Text instance in the legend |
|---|
| 433 |
llines = leg.get_lines() # all the lines.Line2D instance in the legend |
|---|
| 434 |
frame = leg.get_frame() # the patch.Rectangle instance surrounding the legend |
|---|
| 435 |
frame.set_facecolor('0.80') # set the frame face color to light gray |
|---|
| 436 |
frame.set_alpha(0.5) # set alpha low to see through |
|---|
| 437 |
setp(ltext, fontsize='small') # the legend text fontsize |
|---|
| 438 |
setp(llines, linewidth=1.5) # the legend linewidth |
|---|
| 439 |
# leg.draw_frame(False) # don't draw the legend frame |
|---|
| 440 |
|
|---|
| 441 |
####################################### |
|---|
| 442 |
# |
|---|
| 443 |
ax = fig.add_subplot(4,1,3) |
|---|
| 444 |
axs.append(ax) |
|---|
| 445 |
|
|---|
| 446 |
# ax.plot returns a list of lines, so unpack tuple |
|---|
| 447 |
if have_press: |
|---|
| 448 |
(x, y) = procutil.addnan(dt2, pfl2) |
|---|
| 449 |
l1, = ax.plot_date(x, y, fmt='b-') |
|---|
| 450 |
l1.set_label('Derived from pressure') |
|---|
| 451 |
ls1 = l1.get_label() |
|---|
| 452 |
if have_sontek: |
|---|
| 453 |
(x, y) = procutil.addnan(dt2, sfl2) |
|---|
| 454 |
l2, = ax.plot_date(x, y, fmt='c-') |
|---|
| 455 |
l2.set_label('Depth-avg Acoustic Profile') |
|---|
| 456 |
ls2 = l2.get_label() |
|---|
| 457 |
|
|---|
| 458 |
ax.set_ylabel('Flow (cfs)') |
|---|
| 459 |
# ax.set_ylim(0,15) |
|---|
| 460 |
ax.set_xlim(date2num(this_month), date2num(next_month-datetime.timedelta(seconds=1))) |
|---|
| 461 |
ax.xaxis.set_major_locator( DayLocator(range(2,32,2)) ) |
|---|
| 462 |
ax.xaxis.set_minor_locator( HourLocator(range(0,25,12)) ) |
|---|
| 463 |
ax.xaxis.set_major_formatter( DateFormatter('%m/%d') ) |
|---|
| 464 |
ax.set_xticklabels([]) |
|---|
| 465 |
|
|---|
| 466 |
# legend |
|---|
| 467 |
if have_press and have_sontek: |
|---|
| 468 |
leg = ax.legend((l1,l2), (ls1,ls2), loc='upper left') |
|---|
| 469 |
elif have_press: |
|---|
| 470 |
leg = ax.legend((l1,), (ls1,), loc='upper left') |
|---|
| 471 |
elif have_sontek: |
|---|
| 472 |
leg = ax.legend((l2,), (ls2,), loc='upper left') |
|---|
| 473 |
|
|---|
| 474 |
ltext = leg.get_texts() # all the text.Text instance in the legend |
|---|
| 475 |
llines = leg.get_lines() # all the lines.Line2D instance in the legend |
|---|
| 476 |
frame = leg.get_frame() # the patch.Rectangle instance surrounding the legend |
|---|
| 477 |
frame.set_facecolor('0.80') # set the frame face color to light gray |
|---|
| 478 |
frame.set_alpha(0.5) # set alpha low to see through |
|---|
| 479 |
setp(ltext, fontsize='small') # the legend text fontsize |
|---|
| 480 |
setp(llines, linewidth=1.5) # the legend linewidth |
|---|
| 481 |
# leg.draw_frame(False) # don't draw the legend frame |
|---|
| 482 |
|
|---|
| 483 |
####################################### |
|---|
| 484 |
# |
|---|
| 485 |
ax = fig.add_subplot(4,1,4) |
|---|
| 486 |
axs.append(ax) |
|---|
| 487 |
|
|---|
| 488 |
# ax.plot returns a list of lines, so unpack tuple |
|---|
| 489 |
(x, y) = procutil.addnan(dt, batt) |
|---|
| 490 |
l1, = ax.plot_date(x, y, fmt='b-') |
|---|
| 491 |
l1.set_label('Station Battery') |
|---|
| 492 |
|
|---|
| 493 |
ax.set_ylabel('Battery\n (volts)') |
|---|
| 494 |
# ax.set_ylim(6, 12) |
|---|
| 495 |
ax.set_xlim(date2num(this_month), date2num(next_month-datetime.timedelta(seconds=1))) |
|---|
| 496 |
ax.xaxis.set_major_locator( DayLocator(range(2,32,2)) ) |
|---|
| 497 |
ax.xaxis.set_minor_locator( HourLocator(range(0,25,12)) ) |
|---|
| 498 |
ax.xaxis.set_major_formatter( DateFormatter('%m/%d') ) |
|---|
| 499 |
|
|---|
| 500 |
ax.set_xlabel('CROW Stream Flow -- ' + yyyy_mm_str) |
|---|
| 501 |
|
|---|
| 502 |
# legend |
|---|
| 503 |
ls1 = l1.get_label() |
|---|
| 504 |
leg = ax.legend((l1,), (ls1,), loc='upper left') |
|---|
| 505 |
ltext = leg.get_texts() # all the text.Text instance in the legend |
|---|
| 506 |
llines = leg.get_lines() # all the lines.Line2D instance in the legend |
|---|
| 507 |
frame = leg.get_frame() # the patch.Rectangle instance surrounding the legend |
|---|
| 508 |
frame.set_facecolor('0.80') # set the frame face color to light gray |
|---|
| 509 |
frame.set_alpha(0.5) # set alpha low to see through |
|---|
| 510 |
setp(ltext, fontsize='small') # the legend text fontsize |
|---|
| 511 |
setp(llines, linewidth=1.5) # the legend linewidth |
|---|
| 512 |
# leg.draw_frame(False) # don't draw the legend frame |
|---|
| 513 |
|
|---|
| 514 |
# save figure |
|---|
| 515 |
ofn = '/home/haines/rayleigh/img/crow/crow_flow_' + yyyy_mm_str + '.png' |
|---|
| 516 |
print '... ... write: %s' % (ofn,) |
|---|
| 517 |
savefig(ofn) |
|---|
| 518 |
|
|---|
