1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 56 57 58 59 60 61 62 63 64 65 66 67 68 69 70 71 72 73 74 75 76 77 78 79 80 81 82 83 84 85 86 87 88 89 90 91 92 93 94 95 96 97 98 99 100 101 102 103 104 105 106 107 108 109 110 111 112 113 114 115 116 117 118 119 120 121 122 123 124 125 126 127 128 129 130 131 132 133 134 135 136 137 138 139 140 141 142 143 144 145 146 147 148 149 150 151 152 153 154 155 156 157 158 159 160 161 162 163 164 165 166 167 168 169 170 171 172 173 174 175 176 177 178 179 180 181 182 183 184 185 186 187 188 189 190 191 192 193 194 195 196 197 198 199 200 201 202 203 204 205 206 207 208 209 210 211 212 213 214 215 216 217 218 219 220 221 222 223 224 225 226 227 228 229 230 231 232 233 234 235 236 237 238 239 240 241 242 243 244 245 246 247 248 249 250 251 252 253 254 255 256 257 258 259 260 261 262 263 264 265 266 267 268 269 270 271 272 273 274 275 276 277 278 279 280 281 282 283 284 285 286 287 288 289 290 291 292 293 294 295 296 297 298 299 300 301 302 303 304 305 306 307 308 309 310 311 312 313 314 315 316 317 318 319 320 321 322 323 324 325 326 327 328 329 330 331 332 333 334 335 336 337 338 339 340 341 342 343 344 345 346 347 348 349 350 351 352 353 354 355 356 357 358 359 360 361 362 363 364 365 366 367 368 369 370 371 372 373 374 375 376 377 378 379 380 381 382 383 384 385 386 387 388 389 390 391 392 393 394 395 396 397 398 399 400 401 402 403 404 405 406 407 408 409 410 411 412 413 414 415 416 417 418 419 420 421 422 423 424 425 426 427 428 429 430 431 432 433 434 435 436 437 438 439 440 441 442 443 444 445 446 447 448 449 450 451 452 453 454 455 456 457 458 459 460 461 462 463 464 465 466 467 468 469 470 471 472 473 474 475 476 477 478 479 480 481 482 483 484 485 486 487 488 489 490 491 492 493 494 495 496 497 498 499 500 501 502 503 504 505 506 507 508 509 510 511 512 513 514 515 516 517 518 519 520 521 522 523 524 525 526 527 528 529 530 531 532 533 534 535 536 537 538 539 540 541 542 543 544 545 546 547 548 549 550 551 552 553 554 555 556 557 558 559 560 561 562 563 564 565 566 567 568 569 570 571 572 573 574 575 576 577 578 579 580 581 582 583 584 585 586 587 588 589 590 591 592 593 594 595 596 597 598 599 600 601 602 603 604 605 606 607 608 609 610 611 612 613 614 615 616 617 618 619 620 621 622 623 624 625 626 627 628 629 630 631 632 633 634 635 636 637 638 639 640 641 642 643 644 645 646 647 648 649 650 651 652 653 654 655 656 657 658 659 660 661 662 663 664 665 666 667 668 669 670 671 672 673 674 675 676 677 678 679 680 681 682 683 684 685 686 687 688 689 690 691 692 693 694 695 696 697 698 699 700 701 702 703 704 705 706 707 708 709 710 711 712 713 714 715 716 717 718 719 720 721 722 723 724 725 726 727 728 729 730 731 732 733 734 735 736 737 738 739 740 741 742 743 744 745 746 747 748 749 750 751 752 753 754 755 756 757 758 759 760 761 762 763 764 765 766 767 768 769 770 771 772 773 774 775 776 777 778 779 780 781 782 783 784 785 786 787 788 789 790 791 792 793 794 795 796 797 798 799 800 801 802 803 804 805 806 807 808 809 810 811 812 813 814 815 816 817 818 819 820 821 822 823 824 825 826 827 828 829 830 831 832 833 834 835 836 837 838 839 840 841 842 843 844 845 846 847 848 849 850 851 852 853 854 855 856 857 858 859 860 861 862 863 864 865 866 867 868 869 870 871 872 873 874 875 876 877 878 879 880 881 882 883 884 885 886 887 888 889 890 891 892 893 894 895 896 897 898 899 900 901 902 903 904 905 906 907 908 909 910 911 912 913 914 915 916 917 918 919 920 921 922 923 924 925 926 927 928 929 930 931 932 933 934 935 936 937 938 939 940 941 942 943 944 945 946 947 948 949 950 951 952 953 954 955 956 957 958 959 960 961 962 963 964 965 966 967 968 969 970 971 972 973 974 975 976 977 978 979 980 981 982 983 984 985 986 987 988 989 990 991 992 993 994 995 996
|
# Copyright (c) 2015, Thomas P. Robitaille
# All rights reserved.
#
# Redistribution and use in source and binary forms, with or without
# modification, are permitted provided that the following conditions are met:
#
# 1. Redistributions of source code must retain the above copyright notice,
# this list of conditions and the following disclaimer.
#
# 2. Redistributions in binary form must reproduce the above copyright notice,
# this list of conditions and the following disclaimer in the documentation
# and/or other materials provided with the distribution.
#
# THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS "AS IS"
# AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT LIMITED TO, THE
# IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR A PARTICULAR PURPOSE
# ARE DISCLAIMED. IN NO EVENT SHALL THE COPYRIGHT HOLDER OR CONTRIBUTORS BE
# LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL, SPECIAL, EXEMPLARY, OR
# CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT LIMITED TO, PROCUREMENT OF
# SUBSTITUTE GOODS OR SERVICES; LOSS OF USE, DATA, OR PROFITS; OR BUSINESS
# INTERRUPTION) HOWEVER CAUSED AND ON ANY THEORY OF LIABILITY, WHETHER IN
# CONTRACT, STRICT LIABILITY, OR TORT (INCLUDING NEGLIGENCE OR OTHERWISE)
# ARISING IN ANY WAY OUT OF THE USE OF THIS SOFTWARE, EVEN IF ADVISED OF THE
# POSSIBILITY OF SUCH DAMAGE.
# The code below includes code adapted from WCSAxes, which is released
# under a 3-clause BSD license and can be found here:
#
# https://github.com/astrofrog/wcsaxes
import io
import os
import json
import shutil
import hashlib
import logging
import tempfile
import warnings
import contextlib
from pathlib import Path
from urllib.request import urlopen
import pytest
from packaging.version import Version
from pytest_mpl.summary.html import generate_summary_basic_html, generate_summary_html
DEFAULT_STYLE = "classic"
DEFAULT_TOLERANCE = 2
DEFAULT_BACKEND = "agg"
SUPPORTED_FORMATS = {"html", "json", "basic-html"}
SHAPE_MISMATCH_ERROR = """Error: Image dimensions did not match.
Expected shape: {expected_shape}
{expected_path}
Actual shape: {actual_shape}
{actual_path}"""
PYTEST_LT_7 = Version(pytest.__version__) < Version("7.0.0")
# The following are the subsets of formats supported by the Matplotlib image
# comparison machinery
RASTER_IMAGE_FORMATS = ['png']
VECTOR_IMAGE_FORMATS = ['eps', 'pdf', 'svg']
ALL_IMAGE_FORMATS = RASTER_IMAGE_FORMATS + VECTOR_IMAGE_FORMATS
def _get_item_dir(item):
path = Path(item.fspath) if PYTEST_LT_7 else item.path
return path.parent
def _hash_file(in_stream):
"""
Hashes an already opened file.
"""
in_stream.seek(0)
buf = in_stream.read()
hasher = hashlib.sha256()
hasher.update(buf)
return hasher.hexdigest()
def pathify(path):
"""
Remove non-path safe characters.
"""
path = Path(path)
ext = ''
if path.suffixes[-1][1:] in ALL_IMAGE_FORMATS:
ext = path.suffixes[-1]
path = str(path).split(ext)[0]
path = str(path)
path = path.replace('[', '_').replace(']', '_')
path = path.replace('/', '_')
if path.endswith('_'):
path = path[:-1]
return Path(path + ext)
def generate_test_name(item):
"""
Generate a unique name for the hash for this test.
"""
if item.cls is not None:
name = f"{item.module.__name__}.{item.cls.__name__}.{item.name}"
else:
name = f"{item.module.__name__}.{item.name}"
return name
def wrap_figure_interceptor(plugin, item):
"""
Intercept and store figures returned by test functions.
"""
# Only intercept figures on marked figure tests
if get_compare(item) is not None:
# Use the full test name as a key to ensure correct figure is being retrieved
test_name = generate_test_name(item)
def figure_interceptor(store, obj):
def wrapper(*args, **kwargs):
store.return_value[test_name] = obj(*args, **kwargs)
return wrapper
item.obj = figure_interceptor(plugin, item.obj)
def pytest_report_header():
import matplotlib
import matplotlib.ft2font
return ["Matplotlib: {0}".format(matplotlib.__version__),
"Freetype: {0}".format(matplotlib.ft2font.__freetype_version__)]
def pytest_addoption(parser):
group = parser.getgroup("matplotlib image comparison")
msg = "Enable comparison of matplotlib figures to reference files"
group.addoption("--mpl", help=msg, action="store_true")
msg = "directory to generate reference images in, relative to location where py.test is run"
group.addoption("--mpl-generate-path", help=msg, action="store")
msg = "filepath to save a generated hash library, relative to location where py.test is run"
group.addoption("--mpl-generate-hash-library", help=msg, action="store")
msg = (
"directory containing baseline images, relative to "
"location where py.test is run unless --mpl-baseline-relative is given. "
"This can also be a URL or a set of comma-separated URLs (in case "
"mirrors are specified)"
)
option = "mpl-baseline-path"
group.addoption(f"--{option}", help=msg, action="store")
parser.addini(option, help=msg)
msg = "interpret the baseline directory as relative to the test location."
group.addoption("--mpl-baseline-relative", help=msg, action="store_true")
msg = "json library of image hashes, relative to location where py.test is run"
option = "mpl-hash-library"
group.addoption(f"--{option}", help=msg, action="store")
parser.addini(option, help=msg)
msg = (
"Generate a summary report of any failed tests"
", in --mpl-results-path. The type of the report should be "
"specified. Supported types are `html`, `json` and `basic-html`. "
"Multiple types can be specified separated by commas."
)
option = "mpl-generate-summary"
group.addoption(f"--{option}", help=msg, action="store")
parser.addini(option, help=msg)
msg = "directory for test results, relative to location where py.test is run"
option = "mpl-results-path"
group.addoption(f"--{option}", help=msg, action="store")
parser.addini(option, help=msg)
msg = (
"Always compare to baseline images and save result images, even for passing tests. "
"This option is automatically applied when generating a HTML summary."
)
option = "mpl-results-always"
group.addoption(f"--{option}", help=msg, action="store_true")
parser.addini(option, help=msg)
msg = "use fully qualified test name as the filename."
option = "mpl-use-full-test-name"
group.addoption(f"--{option}", help=msg, action="store_true")
parser.addini(option, help=msg, type="bool")
msg = "default style to use for tests, unless specified in the mpl_image_compare decorator"
option = "mpl-default-style"
group.addoption(f"--{option}", help=msg, action="store")
parser.addini(option, help=msg)
msg = "default tolerance to use for tests, unless specified in the mpl_image_compare decorator"
option = "mpl-default-tolerance"
group.addoption(f"--{option}", help=msg, action="store")
parser.addini(option, help=msg)
msg = "whether to make the image file metadata deterministic"
option_true = "mpl-deterministic"
option_false = "mpl-no-deterministic"
group.addoption(f"--{option_true}", help=msg, action="store_true")
group.addoption(f"--{option_false}", help=msg, action="store_true")
parser.addini(option_true, help=msg, type="bool", default=None)
msg = "default backend to use for tests, unless specified in the mpl_image_compare decorator"
option = "mpl-default-backend"
group.addoption(f"--{option}", help=msg, action="store")
parser.addini(option, help=msg)
def pytest_configure(config):
config.addinivalue_line(
"markers",
"mpl_image_compare: Compares matplotlib figures against a baseline image",
)
if (
config.getoption("--mpl")
or config.getoption("--mpl-generate-path") is not None
or config.getoption("--mpl-generate-hash-library") is not None
):
def get_cli_or_ini(name, default=None):
return config.getoption(f"--{name}") or config.getini(name) or default
generate_dir = config.getoption("--mpl-generate-path")
generate_hash_lib = config.getoption("--mpl-generate-hash-library")
baseline_dir = get_cli_or_ini("mpl-baseline-path")
if config.getoption("--mpl-baseline-relative"):
baseline_relative_dir = config.getoption("--mpl-baseline-path")
else:
baseline_relative_dir = None
use_full_test_name = get_cli_or_ini("mpl-use-full-test-name")
hash_library = get_cli_or_ini("mpl-hash-library")
_hash_library_from_cli = bool(config.getoption("--mpl-hash-library")) # for backwards compatibility
default_tolerance = get_cli_or_ini("mpl-default-tolerance", DEFAULT_TOLERANCE)
if isinstance(default_tolerance, str):
if default_tolerance.isdigit(): # prefer int if possible
default_tolerance = int(default_tolerance)
else:
default_tolerance = float(default_tolerance)
deterministic_ini = config.getini("mpl-deterministic")
deterministic_flag_true = config.getoption("--mpl-deterministic")
deterministic_flag_false = config.getoption("--mpl-no-deterministic")
if deterministic_flag_true and deterministic_flag_false:
raise ValueError("Only one of `--mpl-deterministic` and `--mpl-no-deterministic` can be set.")
if deterministic_flag_true:
deterministic = True
elif deterministic_flag_false:
deterministic = False
elif isinstance(deterministic_ini, bool):
deterministic = deterministic_ini
else:
deterministic = None
default_style = get_cli_or_ini("mpl-default-style", DEFAULT_STYLE)
default_backend = get_cli_or_ini("mpl-default-backend", DEFAULT_BACKEND)
results_dir = get_cli_or_ini("mpl-results-path")
results_always = get_cli_or_ini("mpl-results-always")
generate_summary = get_cli_or_ini("mpl-generate-summary")
if generate_dir is not None:
if baseline_dir is not None:
warnings.warn("Ignoring --mpl-baseline-path since --mpl-generate-path is set")
if baseline_dir is not None and not baseline_dir.startswith(("https", "http")):
baseline_dir = os.path.abspath(baseline_dir)
if generate_dir is not None:
baseline_dir = os.path.abspath(generate_dir)
if results_dir is not None:
results_dir = os.path.abspath(results_dir)
if hash_library is not None:
# For backwards compatibility, don't make absolute if set via CLI option
if not _hash_library_from_cli:
hash_library = os.path.abspath(hash_library)
plugin = ImageComparison(
config,
baseline_dir=baseline_dir,
baseline_relative_dir=baseline_relative_dir,
generate_dir=generate_dir,
results_dir=results_dir,
hash_library=hash_library,
generate_hash_library=generate_hash_lib,
generate_summary=generate_summary,
results_always=results_always,
use_full_test_name=use_full_test_name,
default_style=default_style,
default_tolerance=default_tolerance,
deterministic=deterministic,
default_backend=default_backend,
_hash_library_from_cli=_hash_library_from_cli,
)
config.pluginmanager.register(plugin)
else:
config.pluginmanager.register(FigureCloser(config))
@contextlib.contextmanager
def switch_backend(backend):
import matplotlib
import matplotlib.pyplot as plt
prev_backend = matplotlib.get_backend().lower()
if prev_backend != backend.lower():
plt.switch_backend(backend)
yield
plt.switch_backend(prev_backend)
else:
yield
def close_mpl_figure(fig):
"Close a given matplotlib Figure. Any other type of figure is ignored"
import matplotlib.pyplot as plt
from matplotlib.figure import Figure
# We only need to close actual Matplotlib figure objects. If
# we are dealing with a figure-like object that provides
# savefig but is not a real Matplotlib object, we shouldn't
# try closing it here.
if isinstance(fig, Figure):
plt.close(fig)
def get_compare(item):
"""
Return the mpl_image_compare marker for the given item.
"""
return item.get_closest_marker("mpl_image_compare")
def path_is_not_none(apath):
return Path(apath) if apath is not None else apath
class ImageComparison:
def __init__(
self,
config,
baseline_dir=None,
baseline_relative_dir=None,
generate_dir=None,
results_dir=None,
hash_library=None,
generate_hash_library=None,
generate_summary=None,
results_always=False,
use_full_test_name=False,
default_style=DEFAULT_STYLE,
default_tolerance=DEFAULT_TOLERANCE,
deterministic=None,
default_backend=DEFAULT_BACKEND,
_hash_library_from_cli=False, # for backwards compatibility
):
self.config = config
self.baseline_dir = baseline_dir
self.baseline_relative_dir = path_is_not_none(baseline_relative_dir)
self.generate_dir = path_is_not_none(generate_dir)
self.results_dir = path_is_not_none(results_dir)
self.hash_library = path_is_not_none(hash_library)
self._hash_library_from_cli = _hash_library_from_cli # for backwards compatibility
self.generate_hash_library = path_is_not_none(generate_hash_library)
if generate_summary:
generate_summary = {i.lower() for i in generate_summary.split(',')}
unsupported_formats = generate_summary - SUPPORTED_FORMATS
if len(unsupported_formats) > 0:
raise ValueError(f"The mpl summary type(s) '{sorted(unsupported_formats)}' "
"are not supported.")
# When generating HTML always apply `results_always`
if generate_summary & {'html', 'basic-html'}:
results_always = True
self.generate_summary = generate_summary
self.results_always = results_always
self.use_full_test_name = use_full_test_name
self.default_style = default_style
self.default_tolerance = default_tolerance
self.deterministic = deterministic
self.default_backend = default_backend
# Generate the containing dir for all test results
if not self.results_dir:
self.results_dir = Path(tempfile.mkdtemp(dir=self.results_dir))
self.results_dir.mkdir(parents=True, exist_ok=True)
# Decide what to call the downloadable results hash library
if self.hash_library is not None:
self.results_hash_library_name = self.hash_library.name
else: # Use the first filename encountered in a `hash_library=` kwarg
self.results_hash_library_name = None
# We need global state to store all the hashes generated over the run
self._generated_hash_library = {}
self._test_results = {}
self._test_stats = None
self.return_value = {}
# configure a separate logger for this pluggin which is independent
# of the options that are configured for pytest or for the code that
# is tested; turn debug prints on only if "-vv" or more passed
level = logging.DEBUG if config.option.verbose > 1 else logging.INFO
if config.option.log_cli_format is not None:
fmt = config.option.log_cli_format
else:
# use pytest's default fmt
fmt = "%(levelname)-8s %(name)s:%(filename)s:%(lineno)d %(message)s"
formatter = logging.Formatter(fmt)
handler = logging.StreamHandler()
handler.setFormatter(formatter)
self.logger = logging.getLogger('pytest-mpl')
self.logger.propagate = False
self.logger.setLevel(level)
self.logger.addHandler(handler)
def _file_extension(self, item):
compare = get_compare(item)
savefig_kwargs = compare.kwargs.get('savefig_kwargs', {})
return savefig_kwargs.get('format', 'png')
def generate_filename(self, item):
"""
Given a pytest item, generate the figure filename.
"""
ext = self._file_extension(item)
if self.use_full_test_name:
filename = generate_test_name(item) + f'.{ext}'
else:
compare = get_compare(item)
# Find test name to use as plot name
filename = compare.kwargs.get('filename', None)
if filename is None:
filename = item.name + f'.{ext}'
filename = str(pathify(filename))
return filename
def make_test_results_dir(self, item):
"""
Generate the directory to put the results in.
"""
test_name = pathify(generate_test_name(item))
results_dir = self.results_dir / test_name
results_dir.mkdir(exist_ok=True, parents=True)
return results_dir
def baseline_directory_specified(self, item):
"""
Returns `True` if a non-default baseline directory is specified.
"""
compare = get_compare(item)
item_baseline_dir = compare.kwargs.get('baseline_dir', None)
return item_baseline_dir or self.baseline_dir or self.baseline_relative_dir
def get_baseline_directory(self, item):
"""
Return a full path to the baseline directory, either local or remote.
Using the global and per-test configuration return the absolute
baseline dir, if the baseline file is local else return base URL.
"""
compare = get_compare(item)
baseline_dir = compare.kwargs.get('baseline_dir', None)
if baseline_dir is None:
if self.baseline_dir is None:
baseline_dir = _get_item_dir(item) / 'baseline'
else:
if self.baseline_relative_dir:
# baseline dir is relative to the current test
baseline_dir = _get_item_dir(item) / self.baseline_relative_dir
else:
# baseline dir is relative to where pytest was run
baseline_dir = self.baseline_dir
baseline_remote = (isinstance(baseline_dir, str) and # noqa
baseline_dir.startswith(('http://', 'https://')))
if not baseline_remote:
return _get_item_dir(item) / baseline_dir
return baseline_dir
def _download_file(self, baseline, filename):
# Note that baseline can be a comma-separated list of URLs that we can
# then treat as mirrors
for base_url in baseline.split(','):
try:
u = urlopen(base_url + filename)
content = u.read()
except Exception as e:
self.logger.info(f'Downloading {base_url + filename} failed: {repr(e)}')
else:
break
else: # Could not download baseline image from any of the available URLs
return
result_dir = Path(tempfile.mkdtemp())
filename = result_dir / 'downloaded'
with open(str(filename), 'wb') as tmpfile:
tmpfile.write(content)
return Path(filename)
def obtain_baseline_image(self, item):
"""
Copy the baseline image to our working directory.
If the image is remote it is downloaded, if it is local it is copied to
ensure it is kept in the event of a test failure.
"""
filename = self.generate_filename(item)
baseline_dir = self.get_baseline_directory(item)
baseline_remote = (isinstance(baseline_dir, str) and # noqa
baseline_dir.startswith(('http://', 'https://')))
if baseline_remote:
# baseline_dir can be a list of URLs when remote, so we have to
# pass base and filename to download
baseline_image = self._download_file(baseline_dir, filename)
else:
baseline_image = (baseline_dir / filename).absolute()
return baseline_image
def generate_baseline_image(self, item, fig):
"""
Generate reference figures.
"""
if not os.path.exists(self.generate_dir):
os.makedirs(self.generate_dir)
baseline_filename = self.generate_filename(item)
baseline_path = (self.generate_dir / baseline_filename).absolute()
self.save_figure(item, fig, baseline_path)
close_mpl_figure(fig)
return baseline_path
def generate_image_hash(self, item, fig):
"""
For a `matplotlib.figure.Figure`, returns the SHA256 hash as a hexadecimal
string.
"""
imgdata = io.BytesIO()
self.save_figure(item, fig, imgdata)
out = _hash_file(imgdata)
imgdata.close()
close_mpl_figure(fig)
return out
def compare_image_to_baseline(self, item, fig, result_dir, summary=None):
"""
Compare a test image to a baseline image.
"""
from matplotlib.image import imread
from matplotlib.testing.compare import compare_images
if summary is None:
summary = {}
compare = get_compare(item)
tolerance = compare.kwargs.get('tolerance', self.default_tolerance)
ext = self._file_extension(item)
test_image = (result_dir / f"result.{ext}").absolute()
self.save_figure(item, fig, test_image)
if ext in ['png', 'svg']: # Use original file
summary['result_image'] = test_image.relative_to(self.results_dir).as_posix()
else:
summary['result_image'] = (result_dir / f"result_{ext}.png").relative_to(self.results_dir).as_posix()
baseline_image_ref = self.obtain_baseline_image(item)
baseline_missing = None
if baseline_image_ref is None:
baseline_missing = ("Could not download the baseline image from "
"any of the available URLs.\n")
elif not os.path.exists(baseline_image_ref):
baseline_missing = ("Image file not found for comparison test in: \n\t"
f"{self.get_baseline_directory(item)}\n")
if baseline_missing:
summary['status'] = 'failed'
summary['image_status'] = 'missing'
error_message = (baseline_missing +
"(This is expected for new tests.)\n"
"Generated Image: \n\t"
f"{test_image}")
summary['status_msg'] = error_message
return error_message
# setuptools may put the baseline images in non-accessible places,
# copy to our tmpdir to be sure to keep them in case of failure
baseline_image = (result_dir / f"baseline.{ext}").absolute()
shutil.copyfile(baseline_image_ref, baseline_image)
if ext in ['png', 'svg']: # Use original file
summary['baseline_image'] = baseline_image.relative_to(self.results_dir).as_posix()
else:
summary['baseline_image'] = (result_dir / f"baseline_{ext}.png").relative_to(self.results_dir).as_posix()
# Compare image size ourselves since the Matplotlib
# exception is a bit cryptic in this case and doesn't show
# the filenames. However imread won't work for vector graphics so we
# only do this for raster files.
if ext in RASTER_IMAGE_FORMATS:
expected_shape = imread(str(baseline_image)).shape[:2]
actual_shape = imread(str(test_image)).shape[:2]
if expected_shape != actual_shape:
summary['status'] = 'failed'
summary['image_status'] = 'diff'
error_message = SHAPE_MISMATCH_ERROR.format(expected_path=baseline_image,
expected_shape=expected_shape,
actual_path=test_image,
actual_shape=actual_shape)
summary['status_msg'] = error_message
return error_message
results = compare_images(str(baseline_image), str(test_image), tol=tolerance, in_decorator=True)
summary['tolerance'] = tolerance
if results is None:
summary['status'] = 'passed'
summary['image_status'] = 'match'
summary['status_msg'] = 'Image comparison passed.'
return None
else:
summary['status'] = 'failed'
summary['image_status'] = 'diff'
summary['rms'] = results['rms']
summary['diff_image'] = Path(results['diff']).relative_to(self.results_dir).as_posix()
template = ['Error: Image files did not match.',
'RMS Value: {rms}',
'Expected: \n {expected}',
'Actual: \n {actual}',
'Difference:\n {diff}',
'Tolerance: \n {tol}', ]
error_message = '\n '.join([line.format(**results) for line in template])
summary['status_msg'] = error_message
return error_message
def load_hash_library(self, library_path):
with open(str(library_path)) as fp:
return json.load(fp)
def save_figure(self, item, fig, filename):
if isinstance(filename, Path):
filename = str(filename)
compare = get_compare(item)
savefig_kwargs = compare.kwargs.get('savefig_kwargs', {})
deterministic = compare.kwargs.get('deterministic', self.deterministic)
original_source_date_epoch = os.environ.get('SOURCE_DATE_EPOCH', None)
extra_rcparams = {}
ext = self._file_extension(item)
if deterministic is None:
# The deterministic option should only matter for hash-based tests,
# so we first check if a hash library is being used
if self.hash_library or compare.kwargs.get('hash_library', None):
if ext == 'png':
if 'metadata' not in savefig_kwargs or 'Software' not in savefig_kwargs['metadata']:
warnings.warn("deterministic option not set (currently defaulting to False), "
"in future this will default to True to give consistent "
"hashes across Matplotlib versions. To suppress this warning, "
"set deterministic to True if you are happy with the future "
"behavior or to False if you want to preserve the old behavior.",
FutureWarning)
else:
# Set to False but in practice because Software is set to a constant value
# by the caller, the output will be deterministic (we don't want to change
# Software to None if the caller set it to e.g. 'test')
deterministic = False
else:
deterministic = True
else:
# We can just default to True since it shouldn't matter and in
# case generated images are somehow used in future to compute
# hashes
deterministic = True
if deterministic:
# Make sure we don't modify the original dictionary in case is a common
# object used by different tests
savefig_kwargs = savefig_kwargs.copy()
if 'metadata' not in savefig_kwargs:
savefig_kwargs['metadata'] = {}
if ext == 'png':
extra_metadata = {"Software": None}
elif ext == 'pdf':
extra_metadata = {"Creator": None, "Producer": None, "CreationDate": None}
elif ext == 'eps':
extra_metadata = {"Creator": "test"}
os.environ['SOURCE_DATE_EPOCH'] = '1680254601'
elif ext == 'svg':
extra_metadata = {"Date": None}
extra_rcparams["svg.hashsalt"] = "test"
savefig_kwargs['metadata'].update(extra_metadata)
import matplotlib.pyplot as plt
with plt.rc_context(rc=extra_rcparams):
fig.savefig(filename, **savefig_kwargs)
if original_source_date_epoch is not None:
os.environ['SOURCE_DATE_EPOCH'] = original_source_date_epoch
def compare_image_to_hash_library(self, item, fig, result_dir, summary=None):
hash_comparison_pass = False
if summary is None:
summary = {}
compare = get_compare(item)
ext = self._file_extension(item)
if not self.results_hash_library_name:
# Use hash library name of current test as results hash library name
self.results_hash_library_name = Path(compare.kwargs.get("hash_library", "")).name
# Order of precedence for hash library: CLI, kwargs, INI (for backwards compatibility)
hash_library_filename = compare.kwargs.get("hash_library", None) or self.hash_library
if self._hash_library_from_cli: # for backwards compatibility
hash_library_filename = self.hash_library
hash_library_filename = _get_item_dir(item) / hash_library_filename
if not Path(hash_library_filename).exists():
pytest.fail(f"Can't find hash library at path {hash_library_filename}")
hash_library = self.load_hash_library(hash_library_filename)
hash_name = generate_test_name(item)
baseline_hash = hash_library.get(hash_name, None)
summary['baseline_hash'] = baseline_hash
test_hash = self.generate_image_hash(item, fig)
summary['result_hash'] = test_hash
if baseline_hash is None: # hash-missing
summary['status'] = 'failed'
summary['hash_status'] = 'missing'
summary['status_msg'] = (f"Hash for test '{hash_name}' not found in {hash_library_filename}. "
f"Generated hash is {test_hash}.")
elif test_hash == baseline_hash: # hash-match
hash_comparison_pass = True
summary['status'] = 'passed'
summary['hash_status'] = 'match'
summary['status_msg'] = 'Test hash matches baseline hash.'
else: # hash-diff
summary['status'] = 'failed'
summary['hash_status'] = 'diff'
summary['status_msg'] = (f"Hash {test_hash} doesn't match hash "
f"{baseline_hash} in library "
f"{hash_library_filename} for test {hash_name}.")
# Save the figure for later summary (will be removed later if not needed)
test_image = (result_dir / f"result.{ext}").absolute()
self.save_figure(item, fig, test_image)
summary['result_image'] = test_image.relative_to(self.results_dir).as_posix()
# Hybrid mode (hash and image comparison)
if self.baseline_directory_specified(item):
# Skip image comparison if hash matches (unless `--mpl-results-always`)
if hash_comparison_pass and not self.results_always:
return
# Run image comparison
baseline_summary = {} # summary for image comparison to merge with hash comparison summary
try: # Ignore all errors as success does not influence the overall test result
baseline_comparison = self.compare_image_to_baseline(item, fig, result_dir,
summary=baseline_summary)
except Exception as baseline_error: # Append to test error later
summary['image_status'] = 'diff' # (not necessarily diff, but makes user aware)
baseline_comparison = str(baseline_error)
else: # Update main summary
for k in ['image_status', 'baseline_image', 'diff_image',
'rms', 'tolerance', 'result_image']:
summary[k] = summary[k] or baseline_summary.get(k)
# Append the log from image comparison
r = baseline_comparison or "The comparison to the baseline image succeeded."
summary['status_msg'] += ("\n\n"
"Image comparison test\n"
"---------------------\n") + r
if hash_comparison_pass: # Return None to indicate test passed
return
return summary['status_msg']
@pytest.hookimpl(hookwrapper=True)
def pytest_runtest_call(self, item): # noqa
compare = get_compare(item)
if compare is None:
yield
return
import matplotlib.pyplot as plt
try:
from matplotlib.testing.decorators import remove_ticks_and_titles
except ImportError:
from matplotlib.testing.decorators import ImageComparisonTest as MplImageComparisonTest
remove_ticks_and_titles = MplImageComparisonTest.remove_text
style = compare.kwargs.get('style', self.default_style)
remove_text = compare.kwargs.get('remove_text', False)
backend = compare.kwargs.get('backend', self.default_backend)
ext = self._file_extension(item)
with plt.style.context(style, after_reset=True), switch_backend(backend):
test_name = generate_test_name(item)
# Store fallback summary in case of exceptions
summary = {
'status': 'failed',
'image_status': None,
'hash_status': None,
'status_msg': 'An exception was raised while testing the figure.',
'baseline_image': None,
'diff_image': None,
'rms': None,
'tolerance': None,
'result_image': None,
'baseline_hash': None,
'result_hash': None,
}
self._test_results[test_name] = summary
# Run test and get figure object
wrap_figure_interceptor(self, item)
# See https://github.com/pytest-dev/pytest/issues/11714
result = yield
try:
if test_name not in self.return_value:
# Test function did not complete successfully
summary['status'] = 'failed'
summary['status_msg'] = ('Test function raised an exception '
'before returning a figure.')
self._test_results[test_name] = summary
return
fig = self.return_value[test_name]
if remove_text:
remove_ticks_and_titles(fig)
result_dir = self.make_test_results_dir(item)
# What we do now depends on whether we are generating the
# reference images or simply running the test.
if self.generate_dir is not None:
summary['status'] = 'skipped'
summary['image_status'] = 'generated'
summary['status_msg'] = 'Skipped test, since generating image.'
generate_image = self.generate_baseline_image(item, fig)
if self.results_always: # Make baseline image available in HTML
result_image = (result_dir / f"baseline.{ext}").absolute()
shutil.copy(generate_image, result_image)
summary['baseline_image'] = \
result_image.relative_to(self.results_dir).as_posix()
if self.generate_hash_library is not None:
summary['hash_status'] = 'generated'
image_hash = self.generate_image_hash(item, fig)
self._generated_hash_library[test_name] = image_hash
summary['baseline_hash'] = image_hash
# Only test figures if not generating images
if self.generate_dir is None:
# Compare to hash library
if self.hash_library or compare.kwargs.get('hash_library', None):
msg = self.compare_image_to_hash_library(item, fig, result_dir, summary=summary)
# Compare against a baseline if specified
else:
msg = self.compare_image_to_baseline(item, fig, result_dir, summary=summary)
close_mpl_figure(fig)
if msg is None:
if not self.results_always:
shutil.rmtree(result_dir)
for image_type in ['baseline_image', 'diff_image', 'result_image']:
summary[image_type] = None # image no longer exists
else:
self._test_results[test_name] = summary
pytest.fail(msg, pytrace=False)
close_mpl_figure(fig)
self._test_results[test_name] = summary
if summary['status'] == 'skipped':
pytest.skip(summary['status_msg'])
except BaseException as e:
if hasattr(result, "force_exception"): # pluggy>=1.2.0
result.force_exception(e)
else:
result._result = None
result._excinfo = (type(e), e, e.__traceback__)
def generate_summary_json(self):
json_file = self.results_dir / 'results.json'
with open(json_file, 'w') as f:
json.dump(self._test_results, f, indent=2)
return json_file
def pytest_unconfigure(self, config):
"""
Save out the hash library at the end of the run.
"""
result_hash_library = self.results_dir / (self.results_hash_library_name or "temp.json")
if self.generate_hash_library is not None:
hash_library_path = Path(config.rootdir) / self.generate_hash_library
hash_library_path.parent.mkdir(parents=True, exist_ok=True)
with open(hash_library_path, "w") as fp:
json.dump(self._generated_hash_library, fp, indent=2)
if self.results_always: # Make accessible in results directory
# Use same name as generated
result_hash_library = self.results_dir / hash_library_path.name
shutil.copy(hash_library_path, result_hash_library)
elif self.results_always and self.results_hash_library_name:
result_hashes = {k: v['result_hash'] for k, v in self._test_results.items()
if v['result_hash']}
if len(result_hashes) > 0: # At least one hash comparison test
with open(result_hash_library, "w") as fp:
json.dump(result_hashes, fp, indent=2)
if self.generate_summary:
kwargs = {}
if 'json' in self.generate_summary:
summary = self.generate_summary_json()
print(f"A JSON report can be found at: {summary}")
if result_hash_library.exists(): # link to it in the HTML
kwargs["hash_library"] = result_hash_library.name
if 'html' in self.generate_summary:
summary = generate_summary_html(self._test_results, self.results_dir, **kwargs)
print(f"A summary of test results can be found at: {summary}")
if 'basic-html' in self.generate_summary:
summary = generate_summary_basic_html(self._test_results, self.results_dir,
**kwargs)
print(f"A summary of test results can be found at: {summary}")
class FigureCloser:
"""
This is used in place of ImageComparison when the --mpl option is not used,
to make sure that we still close figures returned by tests.
"""
def __init__(self, config):
self.config = config
self.return_value = {}
@pytest.hookimpl(hookwrapper=True)
def pytest_runtest_call(self, item):
wrap_figure_interceptor(self, item)
yield
if get_compare(item) is not None:
test_name = generate_test_name(item)
if test_name not in self.return_value:
# Test function did not complete successfully
return
fig = self.return_value[test_name]
close_mpl_figure(fig)
|