From 2693c22734586db5f0173a4d9527cbb5ac028430 Mon Sep 17 00:00:00 2001 From: Hugh Garsden Date: Thu, 15 Mar 2018 20:44:13 -0400 Subject: [PATCH 01/15] Working tweaks + batch scripts --- 03_compare_waterfall.py | 6 ++--- 04_compare_spectra.py | 4 +-- 12_skymodel_compare.py | 4 +-- 13_subtract_skymodel.py | 4 +-- 13b_subtract_skymodel.py | 4 +-- README.md | 4 ++- .../gsm-spec-lst11.hkl | Bin figures/a252-cuts.pdf | Bin 0 -> 64553 bytes figures/cal-params.pdf | Bin 0 -> 32072 bytes figures/compare-ants.pdf | Bin 0 -> 95085 bytes figures/compare-spectra.pdf | Bin 0 -> 67245 bytes figures/rfi-flagged.pdf | Bin 0 -> 231143 bytes figures/rfi-fraction.pdf | Bin 0 -> 22948 bytes figures/skymodel-compare.pdf | Bin 0 -> 13267 bytes figures/spectral-index.pdf | Bin 0 -> 18758 bytes run_all.sh | 10 ++++++++ specs.sh | 24 ++++++++++++++++++ waterfalls.sh | 24 ++++++++++++++++++ 18 files changed, 72 insertions(+), 12 deletions(-) rename gsm-spec-lst11.hkl => cal_data/gsm-spec-lst11.hkl (100%) create mode 100644 figures/a252-cuts.pdf create mode 100644 figures/cal-params.pdf create mode 100644 figures/compare-ants.pdf create mode 100644 figures/compare-spectra.pdf create mode 100644 figures/rfi-flagged.pdf create mode 100644 figures/rfi-fraction.pdf create mode 100644 figures/skymodel-compare.pdf create mode 100644 figures/spectral-index.pdf create mode 100755 run_all.sh create mode 100755 specs.sh create mode 100755 waterfalls.sh diff --git a/03_compare_waterfall.py b/03_compare_waterfall.py index 69c061f..705d0fe 100755 --- a/03_compare_waterfall.py +++ b/03_compare_waterfall.py @@ -7,7 +7,7 @@ """ import seaborn as sns import tables as tb -from skymodel import * +from leda_cal.skymodel import * from leda_cal.leda_cal import * sns.set_style('white') sns.set_context("poster",font_scale=.75) @@ -71,7 +71,7 @@ def quicklook(filename): #plt.tight_layout() plt.show() - + exit() # I get an error if it goes further plt.xlabel("Frequency [MHz]") plt.ylabel("LST [hr]") @@ -100,4 +100,4 @@ def quicklook(filename): print "USAGE: ./quicklook.py filename_of_hdf5_observation" exit() - quicklook(filename) \ No newline at end of file + quicklook(filename) diff --git a/04_compare_spectra.py b/04_compare_spectra.py index ee72400..8b3cfeb 100755 --- a/04_compare_spectra.py +++ b/04_compare_spectra.py @@ -9,7 +9,7 @@ import seaborn as sns import tables as tb -from skymodel import * +from leda_cal.skymodel import * from leda_cal.leda_cal import * from leda_cal.dpflgr import simple_flag sns.set_style('ticks') @@ -112,4 +112,4 @@ def quicklook(filename): print "USAGE: ./quicklook.py filename_of_hdf5_observation" exit() - quicklook(filename) \ No newline at end of file + quicklook(filename) diff --git a/12_skymodel_compare.py b/12_skymodel_compare.py index 7e399e6..2aa96d7 100755 --- a/12_skymodel_compare.py +++ b/12_skymodel_compare.py @@ -45,7 +45,7 @@ def quicklook(filename): import hickle as hkl - gsm = hkl.load("gsm-spec-lst11.hkl") + gsm = hkl.load("cal_data/gsm-spec-lst11.hkl") plt.plot(gsm["f"], gsm["T_ew"], c='#333333', ls='dashed') d = T_flagged[mid-sl:mid+sl].mean(axis=0) @@ -89,4 +89,4 @@ def quicklook(filename): print "USAGE: ./quicklook.py filename_of_hdf5_observation" exit() - quicklook(filename) \ No newline at end of file + quicklook(filename) diff --git a/13_subtract_skymodel.py b/13_subtract_skymodel.py index 37f830b..628342c 100755 --- a/13_subtract_skymodel.py +++ b/13_subtract_skymodel.py @@ -55,7 +55,7 @@ def quicklook(filename): import hickle as hkl - gsm = hkl.load("gsm-spec-lst11.hkl") + gsm = hkl.load("cal_data/gsm-spec-lst11.hkl") #plt.plot(gsm["f"], gsm["T_ew"], c='#333333', ls='dashed') d = T_flagged[mid-sl:mid+sl].mean(axis=0) @@ -133,4 +133,4 @@ def quicklook(filename): print "USAGE: ./quicklook.py filename_of_hdf5_observation" exit() - quicklook(filename) \ No newline at end of file + quicklook(filename) diff --git a/13b_subtract_skymodel.py b/13b_subtract_skymodel.py index dff3a7b..6ca8f44 100755 --- a/13b_subtract_skymodel.py +++ b/13b_subtract_skymodel.py @@ -41,7 +41,7 @@ def quicklook(filename): import hickle as hkl - gsm = hkl.load("gsm-spec-lst11.hkl") + gsm = hkl.load("cal_data/gsm-spec-lst11.hkl") sl = 250 n_poly = 5 n_chan = 42 @@ -127,4 +127,4 @@ def quicklook(filename): print "USAGE: ./quicklook.py filename_of_hdf5_observation" exit() - quicklook(filename) \ No newline at end of file + quicklook(filename) diff --git a/README.md b/README.md index a38f5f5..fecbd46 100644 --- a/README.md +++ b/README.md @@ -6,6 +6,8 @@ Leda data analysis scripts, February 2016 ## Install requirements ``` +pip install tables +pip install ephem pip install seaborn pip install lmfit pip install hickle==2.0.5 @@ -81,4 +83,4 @@ This is made a bit easier if you set a variable in your terminal like so: ### 13b_subtract_skymodel.py -![13-thumb](example_img/13b.png) \ No newline at end of file +![13-thumb](example_img/13b.png) diff --git a/gsm-spec-lst11.hkl b/cal_data/gsm-spec-lst11.hkl similarity index 100% rename from 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If you've already run script 00 and got the data then delete it. +for script in *.py +do + echo $script ------------------------- + if ! python $script data/outriggers_2016-01-27_14H10M25S.h5 + then exit + fi +done diff --git a/specs.sh b/specs.sh new file mode 100755 index 0000000..d1b2301 --- /dev/null +++ b/specs.sh @@ -0,0 +1,24 @@ +#!/bin/sh + +# Create many PNG images and a Web page that links to them +# Open the file specs.html in a browser to view + +path_to_files="/mnt/md0/total-power/2018" # outrigger h5 files + +echo -n > specs.html +for f in `ls $path_to_files/*.h5` +do + fout=`basename $f` + echo "

$fout

" >> specs.html + for pol in A B + do + if python 02_plot_spectra.py $f $pol + then + fout=`echo $f | sed s/\.h5/\_${pol}.png/` + fout=`basename $fout` + echo "
" >> specs.html + else echo "

$f $pol Failed

" >> specs.html + fi + done + echo "
" >> specs.html +done diff --git a/waterfalls.sh b/waterfalls.sh new file mode 100755 index 0000000..6460335 --- /dev/null +++ b/waterfalls.sh @@ -0,0 +1,24 @@ +#!/bin/sh + +# Create many PNG images and a Web page that links to them +# Open the file waterfalls.html in a browser to view + +path_to_files="/mnt/md0/total-power/2018" # outrigger h5 files + +echo -n > waterfalls.html +for f in `ls $path_to_files/*.h5` +do + fout=`basename $f` + echo "

$fout

" >> waterfalls.html + for pol in A B + do + if python 01_plot_waterfall.py $f $pol + then + fout=`echo $f | sed s/\.h5/\_${pol}.png/` + fout=`basename $fout` + echo "
" >> waterfalls.html + else echo "

$f $pol Failed

" >> waterfalls.html + fi + done + echo "
" >> waterfalls.html +done From 16a5968e2ab2ac7172f6c9557eb2073178d5f261 Mon Sep 17 00:00:00 2001 From: Hugh Garsden Date: Thu, 15 Mar 2018 20:48:27 -0400 Subject: [PATCH 02/15] Fix path --- leda_cal/leda_cal.py | 6 +++--- 1 file changed, 3 insertions(+), 3 deletions(-) diff --git a/leda_cal/leda_cal.py b/leda_cal/leda_cal.py index 925fedb..a96e737 100755 --- a/leda_cal/leda_cal.py +++ b/leda_cal/leda_cal.py @@ -82,13 +82,13 @@ def compute_noisewave(ant_id='a252y'): rl = vna_cal[ant_id]["rl"] f = vna_cal["f"] - switch_s21 = hkl.load("switch_s21.hkl") + switch_s21 = hkl.load("cal_data/switch_s21.hkl") ra *= switch_s21 F0 = compute_F(ra, rl) G = compute_G(rl) - noisewave = hkl.load("noisewave.hkl") + noisewave = hkl.load("cal_data/noisewave.hkl") T0 = noisewave[ant_id]['T0'] Tu = noisewave[ant_id]['Tu'] Tc = noisewave[ant_id]['Tc'] @@ -191,4 +191,4 @@ def apply_calibration(h5): '255A': a255x, '255B': a255y, } - return ants \ No newline at end of file + return ants From 2d450bdbae4d4d0f696745ce42a9a5b836469a8c Mon Sep 17 00:00:00 2001 From: Hugh Garsden Date: Thu, 15 Mar 2018 18:56:06 -0400 Subject: [PATCH 03/15] Add pol option to waterfall --- 01_plot_waterfall.py | 13 +++++++++---- 1 file changed, 9 insertions(+), 4 deletions(-) diff --git a/01_plot_waterfall.py b/01_plot_waterfall.py index 3719ed1..6feba27 100755 --- a/01_plot_waterfall.py +++ b/01_plot_waterfall.py @@ -13,13 +13,13 @@ sns.set_style('white') sns.set_context("poster",font_scale=.75) -def quicklook(filename): +def quicklook(filename, pol): h5 = tb.open_file(filename) T_ant = apply_calibration(h5) f_leda = T_ant['f'] - ant_ids = ['252A', '254A', '255A'] + ant_ids = ['252'+pol, '254'+pol, '255'+pol] pol_id = 'y' print("Plotting...") @@ -78,7 +78,12 @@ def quicklook(filename): try: filename = sys.argv[1] except: - print "USAGE: ./quicklook.py filename_of_hdf5_observation" + print "USAGE: ./quicklook.py filename_of_hdf5_observation [pol]" exit() + + try: + pol = sys.argv[2] + except: + pol = 'A' - quicklook(filename) \ No newline at end of file + quicklook(filename, pol) From f8453a5788bbc3f5310ce5b26dabb7e4cfc69217 Mon Sep 17 00:00:00 2001 From: Hugh Garsden Date: Sun, 18 Mar 2018 11:25:30 -0400 Subject: [PATCH 04/15] Issue 1,2 --- 01_plot_waterfall.py | 65 ++++++++++++++++++++++++++++++++++---------- 02_plot_spectra.py | 38 ++++++++++++++++++-------- specs.sh | 18 ++++++------ waterfalls.sh | 2 +- 4 files changed, 85 insertions(+), 38 deletions(-) diff --git a/01_plot_waterfall.py b/01_plot_waterfall.py index 6feba27..4494fa5 100755 --- a/01_plot_waterfall.py +++ b/01_plot_waterfall.py @@ -5,6 +5,7 @@ Plot data as calibrated waterfall plot. """ +import os import seaborn as sns import tables as tb from leda_cal.skymodel import * @@ -13,7 +14,11 @@ sns.set_style('white') sns.set_context("poster",font_scale=.75) -def quicklook(filename, pol): +ovro_location = ('37.2397808', '-118.2816819', 1183.4839) +ovro = ephem.Observer(); (ovro.lat, ovro.lon, ovro.elev) = ovro_location +sun = ephem.Sun() + +def quicklook(filename, pol, save, dump): h5 = tb.open_file(filename) T_ant = apply_calibration(h5) @@ -42,11 +47,27 @@ def quicklook(filename, pol): T_ant[key] = T_flagged + if dump: np.save(os.path.basename(filename)[:-3]+"_"+pol, T_flagged) + max_alt = 0 + pad_length = 70 + padding = np.zeros((T_flagged.shape[0], pad_length)) + for i, d in enumerate(utc_stamps): + ovro.date = d + sun.compute(ovro) + padding[i, :] = sun.alt + if sun.alt > 0 and sun.alt > max_alt: max_alt = abs(sun.alt) + + for i in range(len(utc_stamps)): + padding[i, :] = 1000+((padding[i, 0]+max_alt)/(2*max_alt))*(10000-1000) + #print d, lst_stamps[i], ovro.sidereal_time(), float(sun.alt)*180/np.pi, 1000+((sun.alt+max_alt)/(2*max_alt))*(10000-1000) + + T_flagged = np.concatenate((T_flagged, padding), axis=1) + new_x_high = xlims[1]+pad_length*(xlims[1]-xlims[0])/T_flagged.shape[1] im = plt.imshow(T_flagged, # / np.median(xx, axis=0), cmap='viridis', aspect='auto', interpolation='nearest', clim=(1000, 10000), - extent=(xlims[0], xlims[1], ylims[1], ylims[0]) + extent=(xlims[0], new_x_high, ylims[1], ylims[0]) ) plt.title(ant_ids[ii]) plt.xlabel("Frequency [MHz]") @@ -68,22 +89,36 @@ def quicklook(filename, pol): cbar.set_label("Temperature [K]") #plt.tight_layout() - plt.show() + + if save: + plt.savefig(os.path.basename(filename)[:-3]+"_"+pol+".png") + else: + plt.show() if __name__ == "__main__": - - import sys - try: - filename = sys.argv[1] - except: - print "USAGE: ./quicklook.py filename_of_hdf5_observation [pol]" - exit() + import optparse, sys - try: - pol = sys.argv[2] - except: - pol = 'A' + usage = '%prog [opts] filename_of_hdf5_observation' + o = optparse.OptionParser() + o.set_usage(usage) + o.set_description(__doc__) + o.add_option('--pol', dest='pol', default='A', + help='Polarization A or B. Default: A') + o.add_option('--dump', dest='dump', action='store_true', default=False, + help='Dump the data to a file, with filename the same as the h5 but npy extension. Default: False') + o.add_option('--save', dest='save', action='store_true', default=False, + help='Save the plot to an image file, with filename the same as the h5 but png extension. Default: False') + opts, args = o.parse_args(sys.argv[1:]) - quicklook(filename, pol) + if len(args) != 1: + o.print_help() + exit(1) + else: filename = args[0] + if opts.pol not in [ "A", "B" ]: + print "Invalid pol" + o.print_help() + exit(1) + + quicklook(filename, opts.pol, opts.save, opts.dump) diff --git a/02_plot_spectra.py b/02_plot_spectra.py index 2e93d5f..45e38a0 100755 --- a/02_plot_spectra.py +++ b/02_plot_spectra.py @@ -5,6 +5,7 @@ Plots the time-averaged spectra. """ import matplotlib as mpl +import os import seaborn as sns import tables as tb from leda_cal.leda_cal import * @@ -13,7 +14,7 @@ sns.set_style('ticks') sns.set_context("paper",font_scale=1.5) -def quicklook(filename): +def quicklook(filename, save): h5 = tb.open_file(filename) T_ant = apply_calibration(h5) @@ -21,7 +22,7 @@ def quicklook(filename): print T_ant.keys() - ant_ids = ['252A', '254A', '255A', '254B', '255B'] + ant_ids = ['252A', '254A', '255A', '252B', '254B', '255B'] # Added 252B, why was it missing? HG pol_id = 'y' print("Plotting...") @@ -49,6 +50,8 @@ def quicklook(filename): plt.plot(0, 0) plt.plot(f_leda, np.median(T_ant[ant_ids[3]][mid-sl:mid+sl], axis=0), label=ant_ids[3]) plt.plot(f_leda, np.median(T_ant[ant_ids[4]][mid-sl:mid+sl], axis=0), label=ant_ids[4]) + plt.plot(f_leda, np.median(T_ant[ant_ids[4]][mid-sl:mid+sl], axis=0), label=ant_ids[5]) + plt.legend(frameon=False) plt.xlim(40, 85) @@ -62,16 +65,27 @@ def quicklook(filename): plt.legend(frameon=False) plt.tight_layout() plt.savefig("figures/compare-spectra.pdf") - plt.show() + if save: + plt.savefig("spec_"+os.path.basename(filename)[:-3]+".png") + else: + plt.show() if __name__ == "__main__": - - import sys - try: - filename = sys.argv[1] - except: - print "USAGE: ./quicklook.py filename_of_hdf5_observation" - exit() - - quicklook(filename) \ No newline at end of file + import optparse, sys + + usage = '%prog [opts] filename_of_hdf5_observation' + o = optparse.OptionParser() + o.set_usage(usage) + o.set_description(__doc__) + o.add_option('--save', dest='save', action='store_true', default=False, + help='Save plot to a file. Default: False') + opts, args = o.parse_args(sys.argv[1:]) + + if len(args) != 1: + o.print_help() + exit(1) + else: filename = args[0] + + quicklook(filename, opts.save) + diff --git a/specs.sh b/specs.sh index d1b2301..36bcad3 100755 --- a/specs.sh +++ b/specs.sh @@ -10,15 +10,13 @@ for f in `ls $path_to_files/*.h5` do fout=`basename $f` echo "

$fout

" >> specs.html - for pol in A B - do - if python 02_plot_spectra.py $f $pol - then - fout=`echo $f | sed s/\.h5/\_${pol}.png/` - fout=`basename $fout` - echo "
" >> specs.html - else echo "

$f $pol Failed

" >> specs.html - fi - done + if python 02_plot_spectra.py $f --save + then + fout=`echo $f | sed s/\.h5/\.png/` + fout=`basename $fout` + echo "
" >> specs.html + else echo "

$f Failed

" >> specs.html + fi + echo "
" >> specs.html done diff --git a/waterfalls.sh b/waterfalls.sh index 6460335..1575aff 100755 --- a/waterfalls.sh +++ b/waterfalls.sh @@ -12,7 +12,7 @@ do echo "

$fout

" >> waterfalls.html for pol in A B do - if python 01_plot_waterfall.py $f $pol + if python 01_plot_waterfall.py $f --pol $pol --save then fout=`echo $f | sed s/\.h5/\_${pol}.png/` fout=`basename $fout` From 930a8715a0a7bd821280525c877ed97495953cea Mon Sep 17 00:00:00 2001 From: Hugh Garsden Date: Sun, 18 Mar 2018 13:43:54 -0400 Subject: [PATCH 05/15] Fix file name for npy --- 01_plot_waterfall.py | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/01_plot_waterfall.py b/01_plot_waterfall.py index 4494fa5..00eccaa 100755 --- a/01_plot_waterfall.py +++ b/01_plot_waterfall.py @@ -47,7 +47,7 @@ def quicklook(filename, pol, save, dump): T_ant[key] = T_flagged - if dump: np.save(os.path.basename(filename)[:-3]+"_"+pol, T_flagged) + if dump: np.save(os.path.basename(filename)[:-3]+"_"+key, T_flagged) max_alt = 0 pad_length = 70 padding = np.zeros((T_flagged.shape[0], pad_length)) @@ -70,7 +70,7 @@ def quicklook(filename, pol, save, dump): extent=(xlims[0], new_x_high, ylims[1], ylims[0]) ) plt.title(ant_ids[ii]) - plt.xlabel("Frequency [MHz]") + plt.xlabel("Frequency [MHz]") #ax.yaxis_date() #ax.yaxis.set_major_formatter(hfmt) # From 3217a11f0d5ca2e6e454d5ac5a278248354fe066 Mon Sep 17 00:00:00 2001 From: Hugh Garsden Date: Sun, 18 Mar 2018 16:04:44 -0400 Subject: [PATCH 06/15] Plot the peak for each channel --- 02_plot_spectra.py | 2 +- plot_peaks.py | 94 ++++++++++++++++++++++++++++++++++++++++++++++ 2 files changed, 95 insertions(+), 1 deletion(-) create mode 100755 plot_peaks.py diff --git a/02_plot_spectra.py b/02_plot_spectra.py index 45e38a0..f62a474 100755 --- a/02_plot_spectra.py +++ b/02_plot_spectra.py @@ -50,7 +50,7 @@ def quicklook(filename, save): plt.plot(0, 0) plt.plot(f_leda, np.median(T_ant[ant_ids[3]][mid-sl:mid+sl], axis=0), label=ant_ids[3]) plt.plot(f_leda, np.median(T_ant[ant_ids[4]][mid-sl:mid+sl], axis=0), label=ant_ids[4]) - plt.plot(f_leda, np.median(T_ant[ant_ids[4]][mid-sl:mid+sl], axis=0), label=ant_ids[5]) + plt.plot(f_leda, np.median(T_ant[ant_ids[5]][mid-sl:mid+sl], axis=0), label=ant_ids[5]) plt.legend(frameon=False) diff --git a/plot_peaks.py b/plot_peaks.py new file mode 100755 index 0000000..e35e190 --- /dev/null +++ b/plot_peaks.py @@ -0,0 +1,94 @@ +#!/usr/bin/env python +""" +# 02_plot_spectra.py + +Plots the time-averaged spectra. +""" +import matplotlib as mpl +import os +import seaborn as sns +import tables as tb +from leda_cal.leda_cal import * +from leda_cal.skymodel import * + +sns.set_style('ticks') +sns.set_context("paper",font_scale=1.5) + +def quicklook(filename, save): + h5 = tb.open_file(filename) + + T_ant = apply_calibration(h5) + f_leda = T_ant['f'] + + print T_ant.keys() + + ant_ids = ['252A', '254A', '255A', '252B', '254B', '255B'] # Added 252B, why was it missing? HG + mmax = 0 + for ant in ant_ids: + tmax = np.percentile(T_ant[ant], 99.95) + if tmax > mmax: mmax = mmax = tmax + + print("Plotting...") + fig, ax = plt.subplots(figsize=(8, 6)) + + mid = T_ant["252A"].shape[0]/2 # Currently plots the middle bit of the observation + print T_ant['lst'][mid] # Print the LST about which we are averaging + sl = 50 # The number of integrations to average either side + + print ant_ids[0], mid, sl + print ant_ids[1], mid, sl + print ant_ids[2], mid, sl + + plt.subplot(2,1,1) + plt.plot(f_leda, np.max(T_ant[ant_ids[0]], axis=0), label=ant_ids[0]) + plt.plot(f_leda, np.max(T_ant[ant_ids[1]], axis=0), label=ant_ids[1]) + plt.plot(f_leda, np.max(T_ant[ant_ids[2]], axis=0), label=ant_ids[2]) + plt.legend(frameon=False) + plt.ylabel("Temperature [K]") + plt.xlim(40, 85) + plt.minorticks_on() + plt.ylim(500, mmax) + + plt.subplot(2,1,2) + plt.plot(0, 0) + plt.plot(f_leda, np.max(T_ant[ant_ids[3]], axis=0), label=ant_ids[3]) + plt.plot(f_leda, np.max(T_ant[ant_ids[4]], axis=0), label=ant_ids[4]) + plt.plot(f_leda, np.max(T_ant[ant_ids[4]], axis=0), label=ant_ids[5]) + + plt.legend(frameon=False) + + plt.xlim(40, 85) + plt.minorticks_on() + plt.ylim(500, mmax) + + + plt.xlabel("Frequency [MHz]") + plt.ylabel("Temperature [K]") + + plt.legend(frameon=False) + plt.tight_layout() + plt.savefig("figures/compare-spectra.pdf") + + if save: + plt.savefig("spec_"+os.path.basename(filename)[:-3]+".png") + else: + plt.show() + +if __name__ == "__main__": + import optparse, sys + + usage = '%prog [opts] filename_of_hdf5_observation' + o = optparse.OptionParser() + o.set_usage(usage) + o.set_description(__doc__) + o.add_option('--save', dest='save', action='store_true', default=False, + help='Save plot to a file. Default: False') + opts, args = o.parse_args(sys.argv[1:]) + + if len(args) != 1: + o.print_help() + exit(1) + else: filename = args[0] + + quicklook(filename, opts.save) + From 855a6e8f631e9ab28957d9afdbd19c941502f90d Mon Sep 17 00:00:00 2001 From: Hugh Garsden Date: Tue, 20 Mar 2018 04:40:28 -0400 Subject: [PATCH 07/15] New script and options --- 01_plot_waterfall.py | 39 ++++++++++++++++++++++++++------------- plot_peaks.py | 39 +++++++++++++++++++++++++++------------ 2 files changed, 53 insertions(+), 25 deletions(-) diff --git a/01_plot_waterfall.py b/01_plot_waterfall.py index 00eccaa..17f9047 100755 --- a/01_plot_waterfall.py +++ b/01_plot_waterfall.py @@ -6,10 +6,15 @@ """ import os +import hickle +from mpl_toolkits.mplot3d import Axes3D +from matplotlib import cm import seaborn as sns import tables as tb +import scipy.signal from leda_cal.skymodel import * from leda_cal.leda_cal import * +from leda_cal.dpflgr import * sns.set_style('white') sns.set_context("poster",font_scale=.75) @@ -18,7 +23,7 @@ ovro = ephem.Observer(); (ovro.lat, ovro.lon, ovro.elev) = ovro_location sun = ephem.Sun() -def quicklook(filename, pol, save, dump): +def quicklook(filename, pol, save, dump, flag, noshow): h5 = tb.open_file(filename) T_ant = apply_calibration(h5) @@ -41,13 +46,14 @@ def quicklook(filename, pol, save, dump): ax = fig.add_subplot(1, 3, ii+1) T_flagged = T_ant[key] - #T_flagged = rfi_flag(T_ant[key], thr_f=0.07, thr_t=0.07, rho=1.5, - # bp_window_f=8, bp_window_t=8, - # max_frac_f=0.3, max_frac_t=0.3) - - T_ant[key] = T_flagged + if flag: + T_flagged = rfi_flag(T_flagged, thr_f=0.2, thr_t=0.2, rho=1.5, + bp_window_f=16, bp_window_t=16, + max_frac_f=0.5, max_frac_t=0.5) + - if dump: np.save(os.path.basename(filename)[:-3]+"_"+key, T_flagged) + if dump: hickle.dump(T_flagged, os.path.basename(filename)[:-3]+"_"+key+".hkl") + max_alt = 0 pad_length = 70 padding = np.zeros((T_flagged.shape[0], pad_length)) @@ -61,8 +67,9 @@ def quicklook(filename, pol, save, dump): padding[i, :] = 1000+((padding[i, 0]+max_alt)/(2*max_alt))*(10000-1000) #print d, lst_stamps[i], ovro.sidereal_time(), float(sun.alt)*180/np.pi, 1000+((sun.alt+max_alt)/(2*max_alt))*(10000-1000) - T_flagged = np.concatenate((T_flagged, padding), axis=1) + T_flagged = np.ma.concatenate((T_flagged, padding), axis=1) new_x_high = xlims[1]+pad_length*(xlims[1]-xlims[0])/T_flagged.shape[1] + im = plt.imshow(T_flagged, # / np.median(xx, axis=0), cmap='viridis', aspect='auto', interpolation='nearest', @@ -91,8 +98,9 @@ def quicklook(filename, pol, save, dump): #plt.tight_layout() if save: - plt.savefig(os.path.basename(filename)[:-3]+"_"+pol+".png") - else: + if flag: plt.savefig(os.path.basename(filename)[:-3]+"_"+pol+"_"+"flagged.png") + else: plt.savefig(os.path.basename(filename)[:-3]+"_"+pol+".png") + if not noshow: plt.show() @@ -106,10 +114,15 @@ def quicklook(filename, pol, save, dump): o.set_description(__doc__) o.add_option('--pol', dest='pol', default='A', help='Polarization A or B. Default: A') + o.add_option('--flag', dest='flag', action='store_true', default=False, + help='Apply flagging. Default: False') o.add_option('--dump', dest='dump', action='store_true', default=False, - help='Dump the data to a file, with filename the same as the h5 but npy extension. Default: False') + help='Dump the data to a hickle file, with filename the same as the h5 but hkl extension. Default: False') o.add_option('--save', dest='save', action='store_true', default=False, - help='Save the plot to an image file, with filename the same as the h5 but png extension. Default: False') + help="Save the plot to an image file, with filename the same as the h5 but png extension. Default: False.") + o.add_option('--noshow', dest='noshow', action='store_true', default=False, + help="Don't display the plot on screen. Useful for batch runs. Default: False.") + opts, args = o.parse_args(sys.argv[1:]) if len(args) != 1: @@ -121,4 +134,4 @@ def quicklook(filename, pol, save, dump): o.print_help() exit(1) - quicklook(filename, opts.pol, opts.save, opts.dump) + quicklook(filename, opts.pol, opts.save, opts.dump, opts.flag, opts.noshow) diff --git a/plot_peaks.py b/plot_peaks.py index e35e190..171bc0f 100755 --- a/plot_peaks.py +++ b/plot_peaks.py @@ -10,24 +10,30 @@ import tables as tb from leda_cal.leda_cal import * from leda_cal.skymodel import * +from leda_cal.dpflgr import * sns.set_style('ticks') sns.set_context("paper",font_scale=1.5) -def quicklook(filename, save): +def quicklook(filename, save, flag, noshow): h5 = tb.open_file(filename) T_ant = apply_calibration(h5) f_leda = T_ant['f'] - - print T_ant.keys() ant_ids = ['252A', '254A', '255A', '252B', '254B', '255B'] # Added 252B, why was it missing? HG mmax = 0 for ant in ant_ids: - tmax = np.percentile(T_ant[ant], 99.95) - if tmax > mmax: mmax = mmax = tmax - + if flag: + T_flagged = rfi_flag(T_ant[ant], thr_f=0.2, thr_t=0.2, rho=1.5, + bp_window_f=16, bp_window_t=16, + max_frac_f=0.5, max_frac_t=0.5) + T_ant[ant] = np.ma.filled(T_flagged, 0) + + if flag: tmax = np.max(T_ant[ant]) + else: tmax = np.percentile(T_ant[ant], 99.95) + if tmax > mmax: mmax = tmax + print("Plotting...") fig, ax = plt.subplots(figsize=(8, 6)) @@ -45,7 +51,7 @@ def quicklook(filename, save): plt.plot(f_leda, np.max(T_ant[ant_ids[2]], axis=0), label=ant_ids[2]) plt.legend(frameon=False) plt.ylabel("Temperature [K]") - plt.xlim(40, 85) + plt.xlim(30, 85) plt.minorticks_on() plt.ylim(500, mmax) @@ -57,7 +63,7 @@ def quicklook(filename, save): plt.legend(frameon=False) - plt.xlim(40, 85) + plt.xlim(30, 85) plt.minorticks_on() plt.ylim(500, mmax) @@ -70,8 +76,9 @@ def quicklook(filename, save): plt.savefig("figures/compare-spectra.pdf") if save: - plt.savefig("spec_"+os.path.basename(filename)[:-3]+".png") - else: + if flag: plt.savefig("peaks_"+os.path.basename(filename)[:-3]+"_"+pol+"_"+"flagged.png") + else: plt.savefig("peaks_"+os.path.basename(filename)[:-3]+"_"+pol+".png") + if not noshow: plt.show() if __name__ == "__main__": @@ -81,14 +88,22 @@ def quicklook(filename, save): o = optparse.OptionParser() o.set_usage(usage) o.set_description(__doc__) + o.add_option('--pol', dest='pol', default='A', + help='Polarization A or B. Default: A') + o.add_option('--flag', dest='flag', action='store_true', default=False, + help='Apply flagging. Default: False') o.add_option('--save', dest='save', action='store_true', default=False, - help='Save plot to a file. Default: False') + help="Save the plot to an image file, with filename the same as the h5 but png extension. Default: False.") + o.add_option('--noshow', dest='noshow', action='store_true', default=False, + help="Don't display the plot on screen. Useful for batch runs. Default: False.") + opts, args = o.parse_args(sys.argv[1:]) + if len(args) != 1: o.print_help() exit(1) else: filename = args[0] - quicklook(filename, opts.save) + quicklook(filename, opts.save, opts.flag, opts.noshow) From 28bf991450cf5de173bea3b5d15461cef0cafc17 Mon Sep 17 00:00:00 2001 From: Hugh Garsden Date: Tue, 20 Mar 2018 12:40:00 -0400 Subject: [PATCH 08/15] Updates for issues --- 01_plot_waterfall.py | 4 +++- 02_plot_spectra.py | 10 ++++++---- 06_plot_rfi.py | 2 +- plot_peaks.py | 4 ++-- specs.sh | 4 ++-- 5 files changed, 14 insertions(+), 10 deletions(-) diff --git a/01_plot_waterfall.py b/01_plot_waterfall.py index 17f9047..73b5849 100755 --- a/01_plot_waterfall.py +++ b/01_plot_waterfall.py @@ -52,7 +52,9 @@ def quicklook(filename, pol, save, dump, flag, noshow): max_frac_f=0.5, max_frac_t=0.5) - if dump: hickle.dump(T_flagged, os.path.basename(filename)[:-3]+"_"+key+".hkl") + if dump: + if flag: hickle.dump(T_flagged, os.path.basename(filename)[:-3]+"_"+key+"flagged.hkl") + else: hickle.dump(T_flagged, os.path.basename(filename)[:-3]+"_"+key+".hkl") max_alt = 0 pad_length = 70 diff --git a/02_plot_spectra.py b/02_plot_spectra.py index f62a474..516ae1c 100755 --- a/02_plot_spectra.py +++ b/02_plot_spectra.py @@ -14,7 +14,7 @@ sns.set_style('ticks') sns.set_context("paper",font_scale=1.5) -def quicklook(filename, save): +def quicklook(filename, save, noshow): h5 = tb.open_file(filename) T_ant = apply_calibration(h5) @@ -68,8 +68,8 @@ def quicklook(filename, save): if save: plt.savefig("spec_"+os.path.basename(filename)[:-3]+".png") - else: - plt.show() + + if not noshow: plt.show() if __name__ == "__main__": import optparse, sys @@ -80,6 +80,8 @@ def quicklook(filename, save): o.set_description(__doc__) o.add_option('--save', dest='save', action='store_true', default=False, help='Save plot to a file. Default: False') + o.add_option('--noshow', dest='noshow', action='store_true', default=False, + help="Don't display the plot on the screen. Default: False") opts, args = o.parse_args(sys.argv[1:]) if len(args) != 1: @@ -87,5 +89,5 @@ def quicklook(filename, save): exit(1) else: filename = args[0] - quicklook(filename, opts.save) + quicklook(filename, opts.save, opts.noshow) diff --git a/06_plot_rfi.py b/06_plot_rfi.py index 327740c..901dc64 100755 --- a/06_plot_rfi.py +++ b/06_plot_rfi.py @@ -97,4 +97,4 @@ def quicklook(filename): print "USAGE: ./quicklook.py filename_of_hdf5_observation" exit() - quicklook(filename) \ No newline at end of file + quicklook(filename) diff --git a/plot_peaks.py b/plot_peaks.py index 171bc0f..841aa6c 100755 --- a/plot_peaks.py +++ b/plot_peaks.py @@ -76,8 +76,8 @@ def quicklook(filename, save, flag, noshow): plt.savefig("figures/compare-spectra.pdf") if save: - if flag: plt.savefig("peaks_"+os.path.basename(filename)[:-3]+"_"+pol+"_"+"flagged.png") - else: plt.savefig("peaks_"+os.path.basename(filename)[:-3]+"_"+pol+".png") + if flag: plt.savefig("peaks_"+os.path.basename(filename)[:-3]+"_"+"flagged.png") + else: plt.savefig("peaks_"+os.path.basename(filename)[:-3]+".png") if not noshow: plt.show() diff --git a/specs.sh b/specs.sh index 36bcad3..9f3e610 100755 --- a/specs.sh +++ b/specs.sh @@ -3,14 +3,14 @@ # Create many PNG images and a Web page that links to them # Open the file specs.html in a browser to view -path_to_files="/mnt/md0/total-power/2018" # outrigger h5 files +path_to_files="/mnt/md0/total-power" # outrigger h5 files echo -n > specs.html for f in `ls $path_to_files/*.h5` do fout=`basename $f` echo "

$fout

" >> specs.html - if python 02_plot_spectra.py $f --save + if python plot_peaks.py $f --save then fout=`echo $f | sed s/\.h5/\.png/` fout=`basename $fout` From 3c5d4bada22c1a704d98f125dbf62498e5ad7729 Mon Sep 17 00:00:00 2001 From: Hugh Garsden Date: Tue, 20 Mar 2018 16:14:05 -0400 Subject: [PATCH 09/15] New plots script, al in one PDF --- plots.sh | 51 +++++++++++++++++++++++++++++++++++++++++++++++++++ 1 file changed, 51 insertions(+) create mode 100644 plots.sh diff --git a/plots.sh b/plots.sh new file mode 100644 index 0000000..946bb45 --- /dev/null +++ b/plots.sh @@ -0,0 +1,51 @@ +#!/bin/sh + +# Create many PNG images and a Web page that links to them +# Open the file plots.html in a browser to view + +path_to_files="/mnt/md0/total-power/2018" # outrigger h5 files + +echo -n > plots.html +for f in /mnt/md0/total-power/2018/outriggers_2018-03-10_11H56M37S.h5 #`ls $path_to_files/*.h5` +do + echo "$f --------------" + fout=`basename $f` + echo "

$fout

" >> plots.html + for pol in A B + do + if python 01_plot_waterfall.py $f --pol $pol --save --noshow + then + fout=`echo $f | sed s/\.h5/\_${pol}.png/` + fout=`basename $fout` + echo "
" >> plots.html + else echo "

$f $pol waterfall Failed

" >> plots.html + fi + + if python 01_plot_waterfall.py $f --pol $pol --flag --save --noshow + then + fout=`echo $f | sed s/\.h5/\_${pol}_flagged.png/` + fout=`basename $fout` + echo "Flagged


" >> plots.html + else echo "

$f $pol flagged waterfall Failed

" >> plots.html + fi + done + + if python plot_peaks.py $f --save --noshow + then + fout=`echo $f | sed s/\.h5/.png/` + fout=`basename $fout` + echo "

----------------
Max(channel) by channel


" >> plots.html + else echo "

$f $pol peaks Failed

" >> plots.html + fi + if python plot_peaks.py $f --save --noshow --flag + then + fout=`echo $f | sed s/\.h5/\_flagged.png/` + fout=`basename $fout` + echo "Max(channel) by channel Flagged


" >> plots.html + else echo "

$f $pol flagged peaks Failed

" >> plots.html + fi + echo "
" >> plots.html +done +exit + + From 1963a2d22e2ea2035466f86259a0c4fbaf9903ad Mon Sep 17 00:00:00 2001 From: Hugh Garsden Date: Wed, 21 Mar 2018 05:45:58 -0400 Subject: [PATCH 10/15] Fix dump --- 01_plot_waterfall.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/01_plot_waterfall.py b/01_plot_waterfall.py index 73b5849..8471ee7 100755 --- a/01_plot_waterfall.py +++ b/01_plot_waterfall.py @@ -54,7 +54,7 @@ def quicklook(filename, pol, save, dump, flag, noshow): if dump: if flag: hickle.dump(T_flagged, os.path.basename(filename)[:-3]+"_"+key+"flagged.hkl") - else: hickle.dump(T_flagged, os.path.basename(filename)[:-3]+"_"+key+".hkl") + else: hickle.dump(T_flagged, os.path.basename(filename)[:-3]+"_"+key+".hkl") max_alt = 0 pad_length = 70 From 0d5b5076a98b5904150ad4e45443b8346a4e6bd9 Mon Sep 17 00:00:00 2001 From: Hugh Garsden Date: Wed, 21 Mar 2018 10:45:35 -0400 Subject: [PATCH 11/15] New script --- plot_peaks.py | 2 -- plot_raw.py | 96 +++++++++++++++++++++++++++++++++++++++++++++++++++ 2 files changed, 96 insertions(+), 2 deletions(-) create mode 100755 plot_raw.py diff --git a/plot_peaks.py b/plot_peaks.py index 841aa6c..89cb30a 100755 --- a/plot_peaks.py +++ b/plot_peaks.py @@ -88,8 +88,6 @@ def quicklook(filename, save, flag, noshow): o = optparse.OptionParser() o.set_usage(usage) o.set_description(__doc__) - o.add_option('--pol', dest='pol', default='A', - help='Polarization A or B. Default: A') o.add_option('--flag', dest='flag', action='store_true', default=False, help='Apply flagging. Default: False') o.add_option('--save', dest='save', action='store_true', default=False, diff --git a/plot_raw.py b/plot_raw.py new file mode 100755 index 0000000..eb6fd3d --- /dev/null +++ b/plot_raw.py @@ -0,0 +1,96 @@ +#!/usr/bin/env python +""" +# plot_raw.py + +Plot the raw data by channel for 1 step (the first in the file), unless specified +""" +import matplotlib as mpl +import os +import seaborn as sns +import tables as tb +from leda_cal.leda_cal import * +from leda_cal.skymodel import * +from leda_cal.dpflgr import * + +sns.set_style('ticks') +sns.set_context("paper",font_scale=1.5) + +def mid_range(h5, t): # A range that is 3 standard deviations around the mean + mn = 0 + rms = 0 + cols =[ h5.root.data.cols.ant252_x[t], h5.root.data.cols.ant252_x[t], h5.root.data.cols.ant252_x[t], + h5.root.data.cols.ant252_x[t], h5.root.data.cols.ant252_x[t], h5.root.data.cols.ant252_x[t] ] + for data in cols: + mn += np.mean(data) + rmsd = np.std(data) + if rmsd > rms: rms = rmsd + + mn /= len(cols) + return mn-3*rms, mn+3*rms + + +def quicklook(filename, save, noshow, t): + h5 = tb.open_file(filename) + + if t >= len(h5.root.data.cols.ant252_x): + print "Time step doesn't exist" + exit(1) + + (bottom, top) = mid_range(h5, t) + + fig, ax = plt.subplots(figsize=(8, 6)) + + plt.subplot(2,1,1) + plt.plot(h5.root.data.cols.ant252_x[t], label="252A") + plt.plot(h5.root.data.cols.ant254_x[t], label="254A") + plt.plot(h5.root.data.cols.ant255_x[t], label="255A") + plt.ylim(bottom, top) + plt.legend(frameon=False) + plt.ylabel("Data") + plt.minorticks_on() + + plt.subplot(2,1,2) + plt.plot(0, 0) + plt.plot(h5.root.data.cols.ant252_y[t], label="252A") + plt.plot(h5.root.data.cols.ant254_y[t], label="254B") + plt.plot(h5.root.data.cols.ant255_y[t], label="255B") + plt.ylim(bottom, top) + plt.legend(frameon=False) + + plt.minorticks_on() + + + plt.xlabel("Channel") + + plt.legend(frameon=False) + plt.tight_layout() + + if save: + plt.savefig("raw_"+os.path.basename(filename)[:-3]+".png") + if not noshow: + plt.show() + +if __name__ == "__main__": + import optparse, sys + + usage = '%prog [opts] filename_of_hdf5_observation' + o = optparse.OptionParser() + o.set_usage(usage) + o.set_description(__doc__) + o.add_option('--time', dest='time', default=0, + help='The time step in the file. Default: 0') + o.add_option('--save', dest='save', action='store_true', default=False, + help="Save the plot to an image file, with filename the same as the h5 but png extension. Default: False.") + o.add_option('--noshow', dest='noshow', action='store_true', default=False, + help="Don't display the plot on screen. Useful for batch runs. Default: False.") + + opts, args = o.parse_args(sys.argv[1:]) + + + if len(args) != 1: + o.print_help() + exit(1) + else: filename = args[0] + + quicklook(filename, opts.save, opts.noshow, opts.time) + From 2322e2b8e36c4de800d98fb71004cfcabc577c0a Mon Sep 17 00:00:00 2001 From: Hugh Garsden Date: Wed, 21 Mar 2018 10:50:34 -0400 Subject: [PATCH 12/15] Fix --- plot_raw.py | 5 +++-- 1 file changed, 3 insertions(+), 2 deletions(-) diff --git a/plot_raw.py b/plot_raw.py index eb6fd3d..383e298 100755 --- a/plot_raw.py +++ b/plot_raw.py @@ -2,7 +2,8 @@ """ # plot_raw.py -Plot the raw data by channel for 1 step (the first in the file), unless specified +Plot the raw data by channel for 1 time step +(the first in the file), unless specified """ import matplotlib as mpl import os @@ -77,7 +78,7 @@ def quicklook(filename, save, noshow, t): o = optparse.OptionParser() o.set_usage(usage) o.set_description(__doc__) - o.add_option('--time', dest='time', default=0, + o.add_option('--time', dest='time', default=0, type="int", help='The time step in the file. Default: 0') o.add_option('--save', dest='save', action='store_true', default=False, help="Save the plot to an image file, with filename the same as the h5 but png extension. Default: False.") From 90025666c2f201f6edefc803d574a26c36b8a47e Mon Sep 17 00:00:00 2001 From: Hugh Garsden Date: Sun, 25 Mar 2018 14:12:48 -0400 Subject: [PATCH 13/15] Strip Sun up LSTS --- 01_plot_waterfall.py | 161 ++++++++++++++++++++++++++++--------------- hkl_report.py | 21 ++++++ 2 files changed, 128 insertions(+), 54 deletions(-) create mode 100755 hkl_report.py diff --git a/01_plot_waterfall.py b/01_plot_waterfall.py index 8471ee7..4770fef 100755 --- a/01_plot_waterfall.py +++ b/01_plot_waterfall.py @@ -23,89 +23,146 @@ ovro = ephem.Observer(); (ovro.lat, ovro.lon, ovro.elev) = ovro_location sun = ephem.Sun() -def quicklook(filename, pol, save, dump, flag, noshow): +gal_center = ephem.FixedBody() +gal_center._ra = '17 45 40.04' +gal_center._dec = '-29 00 28.1' +gal_center.name = "Galactic Center" + + +def quicklook(filename, save, dump, flag, no_show, all_lsts): h5 = tb.open_file(filename) T_ant = apply_calibration(h5) f_leda = T_ant['f'] - ant_ids = ['252'+pol, '254'+pol, '255'+pol] - pol_id = 'y' + ant_ids = ['252', '254', '255'] print("Plotting...") - fig, axes = plt.subplots(figsize=(12, 6), nrows=2, ncols=2) + fig, axes = plt.subplots(figsize=(12, 12)) #plt.suptitle(h5.filename) lst_stamps = T_ant['lst'] + # Report discontinuities in time + for i in range(1,len(lst_stamps)): + if lst_stamps[i]-lst_stamps[i-1] > 1/60.0: # 1 minute + print "Discontinuity at LST", lst_stamps[i], (lst_stamps[i]-lst_stamps[i-1])*60*60, "seconds" + utc_stamps = T_ant['utc'] xlims = (f_leda[0], f_leda[-1]) #ylims = mdates.date2num((T_ant['utc'][0], T_ant['utc'][-1])) #hfmt = mdates.DateFormatter('%m/%d %H:%M') ylims = (T_ant['lst'][0], T_ant['lst'][-1]) - for ii, key in enumerate(ant_ids): - ax = fig.add_subplot(1, 3, ii+1) - - T_flagged = T_ant[key] - if flag: - T_flagged = rfi_flag(T_flagged, thr_f=0.2, thr_t=0.2, rho=1.5, - bp_window_f=16, bp_window_t=16, - max_frac_f=0.5, max_frac_t=0.5) + # Work out altitude of Gal center and Sun. Use whichever is highest + # and put that in the padding, which is the stripe. + unusable_lsts = [] + pad_length = 70 + padding = np.zeros((len(lst_stamps), pad_length)) + for i, d in enumerate(utc_stamps): + ovro.date = d + sun.compute(ovro) + gal_center.compute(ovro) + if sun.alt > -15*np.pi/180 or gal_center.alt > -15*np.pi/180: + padding[i, :] = 10000 + unusable_lsts.append(i) + else: + padding[i, :] = 1000 + + # Delete sun up LSTS + if not all_lsts: + padding = np.delete(padding, unusable_lsts, axis=0) + lst_stamps = np.delete(lst_stamps, unusable_lsts, axis=0) + utc_stamps = np.delete(utc_stamps, unusable_lsts, axis=0) + ylims = ( lst_stamps[0], lst_stamps[-1] ) + print len(lst_stamps), "usable LSTs" + else: print "Using all LSTs" + if len(lst_stamps) == 0: + print "There is no data to display (number of LSTs is 0)" + exit(1) + + yloc = [] + ylabel = [] + for i in range(0, len(lst_stamps), len(lst_stamps)/7): + yloc.append(lst_stamps[i]), ylabel.append(("%.1f" % lst_stamps[i])) + if all_lsts: new_x_high = xlims[1]+pad_length*(xlims[1]-xlims[0])/len(f_leda) + else: new_x_high = xlims[1] + + dump_data = {} + + for p in [ 0, 1 ]: + + for ii, key in enumerate(ant_ids): + ax = fig.add_subplot(2, 3, 3*p+ii+1) - if dump: - if flag: hickle.dump(T_flagged, os.path.basename(filename)[:-3]+"_"+key+"flagged.hkl") - else: hickle.dump(T_flagged, os.path.basename(filename)[:-3]+"_"+key+".hkl") - - max_alt = 0 - pad_length = 70 - padding = np.zeros((T_flagged.shape[0], pad_length)) - for i, d in enumerate(utc_stamps): - ovro.date = d - sun.compute(ovro) - padding[i, :] = sun.alt - if sun.alt > 0 and sun.alt > max_alt: max_alt = abs(sun.alt) - - for i in range(len(utc_stamps)): - padding[i, :] = 1000+((padding[i, 0]+max_alt)/(2*max_alt))*(10000-1000) - #print d, lst_stamps[i], ovro.sidereal_time(), float(sun.alt)*180/np.pi, 1000+((sun.alt+max_alt)/(2*max_alt))*(10000-1000) + if p == 0: ant = key+"A" + else: ant = key+"B" + + T_flagged = T_ant[ant] + if not all_lsts: T_flagged = np.delete(T_flagged, unusable_lsts, axis=0) + + if flag: + T_flagged = rfi_flag(T_flagged, thr_f=0.2, thr_t=0.2, rho=1.5, + bp_window_f=16, bp_window_t=16, + max_frac_f=0.5, max_frac_t=0.5) + + - T_flagged = np.ma.concatenate((T_flagged, padding), axis=1) - new_x_high = xlims[1]+pad_length*(xlims[1]-xlims[0])/T_flagged.shape[1] + if dump: dump_data[ant] = T_flagged + if flag: + total = T_flagged.shape[0]*T_flagged.shape[1] + num_in = np.ma.MaskedArray.count(T_flagged) + print ant, ( "%.1f%%" % (100*(total-num_in)/total) ), "flagged.", "Count:", total-num_in + + # Add the stripe onto the right edge of the data and adjust the extent of the x-axis (frequency) to cover the stripe. + if all_lsts: T_flagged_plot = np.ma.concatenate((T_flagged, padding), axis=1) + else: T_flagged_plot = T_flagged + + axim = plt.subplot(2, 3, 3*p+ii+1) + axim.set_yticks(yloc) + axim.set_yticklabels(ylabel) + axim.tick_params(axis='y', pad=2) - im = plt.imshow(T_flagged, # / np.median(xx, axis=0), + im = plt.imshow(T_flagged_plot, # / np.median(xx, axis=0), cmap='viridis', aspect='auto', interpolation='nearest', clim=(1000, 10000), extent=(xlims[0], new_x_high, ylims[1], ylims[0]) ) - plt.title(ant_ids[ii]) - plt.xlabel("Frequency [MHz]") - #ax.yaxis_date() - #ax.yaxis.set_major_formatter(hfmt) - # - - plt.subplot(1,3,1) + plt.title(ant) + if p == 1: plt.xlabel("Frequency [MHz]") + #ax.yaxis_date() + #ax.yaxis.set_major_formatter(hfmt) + # + + plt.subplot(2,3,1) + plt.ylabel("LST [hr]") + plt.subplot(2,3,4) plt.ylabel("LST [hr]") + - fig.subplots_adjust(left=0.06) + fig.subplots_adjust(left=0.07) fig.subplots_adjust(right=0.875) cbar_ax = fig.add_axes([0.9, 0.125, 0.025, 0.75]) cbar = fig.colorbar(im, cax=cbar_ax) - plt.subplot(1,3,3) + #plt.subplot(2,3,3) #cbar = plt.colorbar() cbar.set_label("Temperature [K]") - + cbar.ax.tick_params(axis='y', pad=2) #plt.tight_layout() if save: - if flag: plt.savefig(os.path.basename(filename)[:-3]+"_"+pol+"_"+"flagged.png") - else: plt.savefig(os.path.basename(filename)[:-3]+"_"+pol+".png") - if not noshow: + plt.savefig(os.path.basename(filename)[:-3]+".png") + if not no_show: plt.show() - + if dump: + dump_data["lsts"] = lst_stamps + dump_data["utcs"] = np.array([str(pytime) for pytime in utc_stamps]) + dump_data["frequencies"] = f_leda + dump_data["options"] = "Flag="+str(flag)+" All LSTSs="+str(all_lsts) + hickle.dump(dump_data, os.path.basename(filename)[:-3]+".hkl") if __name__ == "__main__": import optparse, sys @@ -114,15 +171,15 @@ def quicklook(filename, pol, save, dump, flag, noshow): o = optparse.OptionParser() o.set_usage(usage) o.set_description(__doc__) - o.add_option('--pol', dest='pol', default='A', - help='Polarization A or B. Default: A') o.add_option('--flag', dest='flag', action='store_true', default=False, help='Apply flagging. Default: False') + o.add_option('--all_lsts', dest='all_lsts', action='store_true', default=False, + help='Include all LSTs, not just when Galaxy and Sun are down. A day/night stripe is printed on the right. Default: False.') o.add_option('--dump', dest='dump', action='store_true', default=False, - help='Dump the data to a hickle file, with filename the same as the h5 but hkl extension. Default: False') + help='Dump the data to a hickle file, with filename the same as the h5 but hkl extension. Default: False.') o.add_option('--save', dest='save', action='store_true', default=False, help="Save the plot to an image file, with filename the same as the h5 but png extension. Default: False.") - o.add_option('--noshow', dest='noshow', action='store_true', default=False, + o.add_option('--no_show', dest='no_show', action='store_true', default=False, help="Don't display the plot on screen. Useful for batch runs. Default: False.") opts, args = o.parse_args(sys.argv[1:]) @@ -131,9 +188,5 @@ def quicklook(filename, pol, save, dump, flag, noshow): o.print_help() exit(1) else: filename = args[0] - if opts.pol not in [ "A", "B" ]: - print "Invalid pol" - o.print_help() - exit(1) - quicklook(filename, opts.pol, opts.save, opts.dump, opts.flag, opts.noshow) + quicklook(filename, opts.save, opts.dump, opts.flag, opts.no_show, opts.all_lsts) diff --git a/hkl_report.py b/hkl_report.py new file mode 100755 index 0000000..a419c4e --- /dev/null +++ b/hkl_report.py @@ -0,0 +1,21 @@ +import hickle, sys, numpy as np +import matplotlib.pyplot as plt + +def load_hkl(filename): + return hickle.load(filename) + +def report_hkl(data): + print "Items present:" + for key in sorted(data.keys()): + try: + if len(data[key].shape) == 1: print "Key", '"'+key+'"', "Type", type(data[key]), "Element Type", type(data[key][0]), "Shape", data[key].shape + else: print "Key", '"'+key+'"', "Type", type(data[key]), "Element Type", type(data[key][0][0]), "Shape", data[key].shape + except: pass + print "\nStart time", data["utcs"][0] + print "Options", data["options"] + + plt.imshow(np.ma.filled(data["252A"], 0), clim=(1000,10000), aspect="auto") + plt.show() + +d = load_hkl(sys.argv[1]) +report_hkl(d) From 38dce3a02041ae7f4f31ccaa9dd95f59886de489 Mon Sep 17 00:00:00 2001 From: Hugh Garsden Date: Sun, 25 Mar 2018 14:20:21 -0400 Subject: [PATCH 14/15] Comment --- hkl_report.py | 1 + 1 file changed, 1 insertion(+) diff --git a/hkl_report.py b/hkl_report.py index a419c4e..d59d2b1 100755 --- a/hkl_report.py +++ b/hkl_report.py @@ -14,6 +14,7 @@ def report_hkl(data): print "\nStart time", data["utcs"][0] print "Options", data["options"] + # Sometimes you have to relpace masked data with a value plt.imshow(np.ma.filled(data["252A"], 0), clim=(1000,10000), aspect="auto") plt.show() From ab7bfce915c99cd15aa95b70672d284d7a77125a Mon Sep 17 00:00:00 2001 From: Hugh Garsden Date: Sun, 25 Mar 2018 14:22:40 -0400 Subject: [PATCH 15/15] Usage --- hkl_report.py | 5 +++++ 1 file changed, 5 insertions(+) diff --git a/hkl_report.py b/hkl_report.py index d59d2b1..a5f19ce 100755 --- a/hkl_report.py +++ b/hkl_report.py @@ -1,3 +1,5 @@ +#!/usr/bin/env python + import hickle, sys, numpy as np import matplotlib.pyplot as plt @@ -18,5 +20,8 @@ def report_hkl(data): plt.imshow(np.ma.filled(data["252A"], 0), clim=(1000,10000), aspect="auto") plt.show() +if len(sys.argv) == 1: + print "Need 1 hkl file as argument" + exit(1) d = load_hkl(sys.argv[1]) report_hkl(d)