diff options
Diffstat (limited to 'vplot.py')
| -rwxr-xr-x | vplot.py | 156 |
1 files changed, 156 insertions, 0 deletions
diff --git a/vplot.py b/vplot.py new file mode 100755 index 0000000..71344c6 --- /dev/null +++ b/vplot.py | |||
| @@ -0,0 +1,156 @@ | |||
| 1 | #!/usr/bin/env python | ||
| 2 | import defapp | ||
| 3 | |||
| 4 | from plot import decode | ||
| 5 | from util import load_csv_file, write_csv_file | ||
| 6 | |||
| 7 | from math import ceil | ||
| 8 | |||
| 9 | from numpy import amin, amax, mean, median, std, histogram | ||
| 10 | |||
| 11 | from os.path import splitext, basename | ||
| 12 | from optparse import make_option as o | ||
| 13 | |||
| 14 | from gnuplot import gnuplot, FORMATS, Plot, label, curve | ||
| 15 | |||
| 16 | options = [ | ||
| 17 | # output options | ||
| 18 | o('-f', '--format', action='store', dest='format', type='choice', | ||
| 19 | choices=FORMATS, help='output format'), | ||
| 20 | o(None, '--save-script', action='store_true', dest='save_script'), | ||
| 21 | o('-p', '--prefix', action='store', dest='prefix'), | ||
| 22 | |||
| 23 | # formatting options | ||
| 24 | # These may or may not be supported by a particular experiment plotter. | ||
| 25 | o(None, '--smooth', action='store_true', dest='smooth'), | ||
| 26 | ] | ||
| 27 | |||
| 28 | defaults = { | ||
| 29 | # output options | ||
| 30 | 'format' : 'pdf', | ||
| 31 | 'save_script' : False, | ||
| 32 | 'prefix' : '', | ||
| 33 | |||
| 34 | # formatting options | ||
| 35 | 'alternate' : False, | ||
| 36 | } | ||
| 37 | |||
| 38 | |||
| 39 | class VideoPlotter(defapp.App): | ||
| 40 | def __init__(self): | ||
| 41 | defapp.App.__init__(self, options, defaults, no_std_opts=True) | ||
| 42 | self.tmpfiles = [] | ||
| 43 | |||
| 44 | def make_plot(self, fname=None): | ||
| 45 | p = Plot() | ||
| 46 | p.output = "%s%s.%s" % (self.options.prefix, fname, self.options.format) | ||
| 47 | p.format = self.options.format | ||
| 48 | return p | ||
| 49 | |||
| 50 | def setup_png(self, plot): | ||
| 51 | # standard png options; usually correct; never tweaked for paper | ||
| 52 | if self.options.format == 'png': | ||
| 53 | plot.font_size = 'large' | ||
| 54 | plot.size = (1024, 768) | ||
| 55 | plot.xticks = (0, 1) | ||
| 56 | plot.yticks = (0, 0.1) | ||
| 57 | plot.default_style = "linespoints" | ||
| 58 | return True | ||
| 59 | else: | ||
| 60 | return False | ||
| 61 | |||
| 62 | def load(self, datafile, name): | ||
| 63 | data = load_csv_file(datafile) | ||
| 64 | # make a copy without comments, etc. | ||
| 65 | if self.options.save_script: | ||
| 66 | fname = "%s.data" % name | ||
| 67 | write_csv_file(fname, data) | ||
| 68 | return (data, fname) | ||
| 69 | else: | ||
| 70 | tmp = write_csv_file(None, data) | ||
| 71 | # keep a reference so that it isn't deleted | ||
| 72 | self.tmpfiles.append(tmp) | ||
| 73 | return (data, tmp.name) | ||
| 74 | |||
| 75 | def render(self, p): | ||
| 76 | if self.options.save_script: | ||
| 77 | p.gnuplot_save(p.output + '.plot') | ||
| 78 | else: | ||
| 79 | p.gnuplot_exec() | ||
| 80 | |||
| 81 | def plot_vdecode(self, datafile, name, conf): | ||
| 82 | (data, fname) = self.load(datafile, name) | ||
| 83 | |||
| 84 | decode_times = data[:,0] | ||
| 85 | |||
| 86 | avg = mean(decode_times) | ||
| 87 | med = median(decode_times) | ||
| 88 | dev = std(decode_times) | ||
| 89 | max = amax(decode_times) | ||
| 90 | min = amin(decode_times) | ||
| 91 | |||
| 92 | stats_label = "min=%.2fms max=%.2fms avg=%.2fms median=%.2fms std=%.2fms" \ | ||
| 93 | % (min, max, avg, med, dev) | ||
| 94 | |||
| 95 | p = self.make_plot(name) | ||
| 96 | |||
| 97 | p.title = "raw decoding cost; input=%s; host=%s" \ | ||
| 98 | % (conf['file'], conf['host']) | ||
| 99 | |||
| 100 | p.ylabel = "decoding cost (ms)" | ||
| 101 | p.xlabel = "frame number" | ||
| 102 | p.xrange = (0, len(data)) | ||
| 103 | #p.xticks = (0, 100) | ||
| 104 | p.yticks = (0, 1) | ||
| 105 | p.yrange = (0, ceil(max)) | ||
| 106 | |||
| 107 | p.curves = [curve(fname=fname, xcol=2, ycol=1, title="decoding cost")] | ||
| 108 | p.labels = [label(0.5, 0.9, stats_label, coord=['graph', 'screen'], align='center')] | ||
| 109 | |||
| 110 | #### Styling. | ||
| 111 | |||
| 112 | if not self.setup_png(p): | ||
| 113 | p.rounded_caps = True | ||
| 114 | p.font = 'Helvetica' | ||
| 115 | |||
| 116 | p.font_size = '10' | ||
| 117 | p.size = ('20cm', '10cm') | ||
| 118 | p.monochrome = False | ||
| 119 | p.dashed_lines = False | ||
| 120 | p.key = 'off' | ||
| 121 | p.default_style = 'points lw 1' | ||
| 122 | |||
| 123 | if self.options.smooth: | ||
| 124 | p.default_style += " smooth bezier" | ||
| 125 | |||
| 126 | self.render(p) | ||
| 127 | |||
| 128 | |||
| 129 | def plot_file(self, datafile): | ||
| 130 | bname = basename(datafile) | ||
| 131 | name, ext = splitext(bname) | ||
| 132 | conf = decode(name) | ||
| 133 | plotters = { | ||
| 134 | 'vdecode' : self.plot_vdecode, | ||
| 135 | } | ||
| 136 | |||
| 137 | for plot_type in plotters: | ||
| 138 | if plot_type in conf: | ||
| 139 | try: | ||
| 140 | plotters[plot_type](datafile, name, conf) | ||
| 141 | except IOError as err: | ||
| 142 | self.err("Skipped '%s' (%s)." % err) | ||
| 143 | break | ||
| 144 | else: | ||
| 145 | self.err("Skipped '%s'; unkown experiment type." | ||
| 146 | % bname) | ||
| 147 | # release all tmp files | ||
| 148 | self.tmpfiles = [] | ||
| 149 | |||
| 150 | def default(self, _): | ||
| 151 | for i, datafile in enumerate(self.args): | ||
| 152 | self.out("[%d/%d] Processing %s ..." % (i + 1, len(self.args), datafile)) | ||
| 153 | self.plot_file(datafile) | ||
| 154 | |||
| 155 | if __name__ == "__main__": | ||
| 156 | VideoPlotter().launch() | ||
