/
visualize_tests.py
267 lines (227 loc) · 7.81 KB
/
visualize_tests.py
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"""
Visualize Test Plots
This script will go through all the plots in the ``mpld3/test_plots``
directory, and save them as D3js to a single HTML file for inspection.
"""
import os
import glob
import sys
import gc
import traceback
import itertools
import json
import contextlib
import matplotlib
matplotlib.use('Agg') # don't display plots
import matplotlib.pyplot as plt
import mpld3
from mpld3 import urls
from mpld3.mpld3renderer import MPLD3Renderer
from mpld3.mplexporter import Exporter
plt.rcParams['figure.figsize'] = (6, 4.5)
plt.rcParams['savefig.dpi'] = 80
TEMPLATE = """
<html>
<head>
<script type="text/javascript" src={d3_url}></script>
<script type="text/javascript" src={mpld3_url}></script>
<style type="text/css">
.left_col {{
float: left;
width: 50%;
}}
.right_col {{
margin-left: 50%;
width: 50%;
}}
.fig {{
height: 500px;
}}
{extra_css}
</style>
</head>
<body>
<div id="wrap">
<div class="left_col">
{left_col}
</div>
<div class="right_col">
{right_col}
</div>
</div>
<script>
{js_commands}
</script>
</body>
</html>
"""
MPLD3_TEMPLATE = """
<div class="fig" id="fig{figid:03d}"></div>
"""
JS_TEMPLATE = """
!function(mpld3){{
{extra_js}
mpld3.draw_figure("fig{figid:03d}", {figure_json});
}}(mpld3);
"""
@contextlib.contextmanager
def mpld3_noshow():
"""context manager to use mpld3 with show() disabled"""
import mpld3
_show = mpld3.show
mpld3.show = lambda *args, **kwargs: None
yield mpld3
mpld3.show = _show
@contextlib.contextmanager
def use_dir(dirname=None):
"""context manager to temporarily change the working directory"""
cwd = os.getcwd()
if dirname is None:
dirname = cwd
os.chdir(dirname)
yield
os.chdir(cwd)
class ExecFile(object):
"""
Class to execute plotting files, and extract the mpl and mpld3 figures.
"""
def __init__(self, filename, execute=True, pngdir='_pngs'):
self.filename = filename
if execute:
self.execute_file()
if not os.path.exists(pngdir):
os.makedirs(pngdir)
basename = os.path.splitext(os.path.basename(filename))[0]
self.pngfmt = os.path.join(pngdir, basename + "_{0:2d}.png")
def execute_file(self):
"""
Execute the file, catching matplotlib figures
"""
dirname, fname = os.path.split(self.filename)
print('plotting {0}'.format(fname))
# close any currently open figures
plt.close('all')
# close any currently open figures
plt.close('all')
with mpld3_noshow() as mpld3:
with use_dir(dirname):
try:
# execute file, forcing __name__ == '__main__'
exec(open(os.path.basename(self.filename)).read(),
{'plt': plt, 'mpld3': mpld3, '__name__': '__main__'})
gcf = matplotlib._pylab_helpers.Gcf
fig_mgr_list = gcf.get_all_fig_managers()
self.figlist = sorted([manager.canvas.figure
for manager in fig_mgr_list],
key=lambda fig: fig.number)
except:
print(80 * '_')
print('{0} is not compiling:'.format(fname))
traceback.print_exc()
print(80 * '_')
finally:
ncol = gc.collect()
def iter_png(self):
for fig in self.figlist:
fig_png = self.pngfmt.format(fig.number)
fig.savefig(fig_png)
yield fig_png
def iter_json(self):
for fig in self.figlist:
renderer = MPLD3Renderer()
Exporter(renderer, close_mpl=False).run(fig)
fig, fig_json, extra_css, extra_js = renderer.finished_figures[0]
yield (json.dumps(fig_json), extra_js, extra_css)
def combine_testplots(wildcard='mpld3/test_plots/*.py',
outfile='_test_plots.html',
pngdir='_pngs',
d3_url=None, mpld3_url=None):
"""Generate figures from the plots and save to an HTML file
Parameters
----------
wildcard : string or list
a regexp or list of regexps matching files to test
outfile : string
the path at which the output HTML will be saved
d3_url : string
the URL of the d3 library to use. If not specified, a standard web
address will be used.
mpld3_url : string
the URL of the mpld3 library to use. If not specified, a standard web
address will be used.
"""
if isinstance(wildcard, str):
filenames = glob.glob(wildcard)
else:
filenames = itertools.chain(*(glob.glob(w) for w in wildcard))
fig_png = []
fig_json = []
for filename in filenames:
result = ExecFile(filename, pngdir=pngdir)
fig_png.extend(result.iter_png())
fig_json.extend(result.iter_json())
left_col = [MPLD3_TEMPLATE.format(figid=i)
for i in range(len(fig_json))]
js_commands = [JS_TEMPLATE.format(figid=figid,
figure_json=figjson,
extra_js=figjs)
for figid, (figjson, figjs, _) in enumerate(fig_json)]
right_col = ['<div class="fig"><img src="{0}"></div>\n'.format(fig)
for fig in fig_png]
extra_css = [tup[2] for tup in fig_json]
print("writing results to {0}".format(outfile))
with open(outfile, 'w') as f:
f.write(TEMPLATE.format(left_col="".join(left_col),
right_col="".join(right_col),
d3_url=json.dumps(d3_url),
mpld3_url=json.dumps(mpld3_url),
js_commands="".join(js_commands),
extra_css="".join(extra_css)))
def run_main():
import argparse
parser = argparse.ArgumentParser(description=("Run files and convert "
"output to D3"))
parser.add_argument("files", nargs='*', type=str)
parser.add_argument("-d", "--d3-url",
help="location of d3 library",
type=str, default=None)
parser.add_argument("-m", "--mpld3-url",
help="location of the mpld3 library",
type=str, default=None)
parser.add_argument("-o", "--output",
help="output filename",
type=str, default='_test_plots.html')
parser.add_argument("-j", "--minjs", action="store_true")
parser.add_argument("-l", "--local", action="store_true")
parser.add_argument("-n", "--nolaunch", action="store_true")
args = parser.parse_args()
if len(args.files) == 0:
wildcard = ['mpld3/test_plots/*.py', 'examples/*.py']
else:
wildcard = args.files
if args.d3_url is None:
args.d3_url = urls.D3_URL
if args.mpld3_url is None:
args.mpld3_url = urls.MPLD3_URL
if args.local:
args.d3_url = urls.D3_LOCAL
if args.minjs:
args.mpld3_url = urls.MPLD3MIN_LOCAL
else:
args.mpld3_url = urls.MPLD3_LOCAL
else:
if args.minjs:
args.mpld3_url = urls.MPLD3MIN_URL
print("d3 url: {0}".format(args.d3_url))
print("mpld3 url: {0}".format(args.mpld3_url))
combine_testplots(wildcard=wildcard,
outfile=args.output,
d3_url=args.d3_url,
mpld3_url=args.mpld3_url)
return args.output, args.nolaunch
if __name__ == '__main__':
outfile, nolaunch = run_main()
if not nolaunch:
# Open local file (works on OSX; maybe not on other systems)
import webbrowser
webbrowser.open_new('file://localhost' + os.path.abspath(outfile))