def plotSensorSeeingPC (which):
days = seeing [which]
allDays = allSeeing [which]
siteRange = args.indirs [which]
yTicks = []
correlationsArray = []
for p in ambient.parameterBasenames [1:]:
otherDays = ambient.Days (os.path.join (siteRange.path, p + ".orig"), args.start_date, args.stop_date)
otherDays.setGoodness (allDays)
yTicks.append (p)
dayList = ambient.dayListFromRange (otherDays, siteRange.startDate, siteRange.stopDate)
correlations = ambient.goodCorrelate (days, dayList, args.min_points)
correlationsArray.append (correlations)
ambient.plotSensorSeeingPC (os.path.join (args.outdir, "pc-seeing+all-{}.pdf").format (siteRange.name),
correlationsArray, yTicks, days,
args.indirs [which].name)
#filter just pcs in the range we want correlations = [t for t in correlations if t [2] >= args.start_pc and t [2] <= args.stop_pc] return correlations #make a 2d color plot of days on the x axis and sensors names on the Y axis and each #grid point (x,y) is pc seeing vs y at day x yTicks = [] correlationsArray = [] for p in ambient.parameterBasenames [1:]: otherDays = ambient.Days (os.path.join (args.indir, p + ".orig"), args.start_date, args.stop_date, allSeeingDays) yTicks.append (p) correlations = ambient.crossCorrelate (seeingDays, otherDays.days, args.start_minutes*60, args.stop_minutes*60, args.past_midnight, args.min_points) correlationsArray.append (correlations) ambient.plotSensorSeeingPC (os.path.join (args.outdir, "pc-seeing+all.pdf"), correlationsArray, yTicks, seeingDays, os.path.basename (args.indir)) #make histogram of seeing for all seconds of days and #seeing for start/stop seconds of all days pdfPages = PdfPages (os.path.join (args.outdir, "seeing.histogram.pdf")) fig = plt.figure () ax = fig.add_subplot (1, 1, 1) allSeeing = [] periodSeeing = [] for day in seeingDays: values = [m [1] for m in day.measurements] allSeeing.extend (values) func = day.periodFilter (args.start_minutes * 60, args.stop_minutes * 60, args.past_midnight) filtered = filter (func, day.measurements)