webob exceptions slow down over time
Opened this issue · 11 comments
I just did some benchmarking on 'notfound' errors in Morepath. Morepath is slower at this than it should be, and it seems to get worse the more iterations I run per test. The benchmarking tool is howareyou:
https://github.com/faassen/howareyou
When I run the default amount of iterations (100,000) then I get these results:
howareyou -b notfound -f morepath
Benchmark : notfound
Frameworks: morepath
ms rps tcalls funcs
morepath 95624 1046 343 135
If I use half those iterations:
howareyou -b notfound -f morepath -n 50000
Benchmark : notfound
Frameworks: morepath
ms rps tcalls funcs
morepath 25138 1989 343 135
if I use less iterations:
(py2)[faassen@cosmos howareyou]$ howareyou -b notfound -f morepath -n 10000
Benchmark : notfound
Frameworks: morepath
ms rps tcalls funcs
morepath 2433 4110 343 135
and even less iterations:
$ howareyou -b notfound -f morepath -n 1000
Benchmark : notfound
Frameworks: morepath, flask
ms rps tcalls funcs
morepath 225 4437 343 135
This isn't supposed to happen. When I profile, I find that lazify
in webob's exc.py
totally dominates performance::
Ordered by: internal time
List reduced from 147 to 10 due to restriction <10>
ncalls tottime percall cumtime percall filename:lineno(function)
100000 64.692 0.001 64.765 0.001 exc.py:191(lazify)
This is on Python 2.
I cannot reproduce this issue on Python 3.
I can reproduce this with github master of webob. The line number is 188 now but it's still lazify.
If I get rid of lazify
on line 283 in exc.py
then while I see slightly lower rps, it is stable and doesn't shrink over time.
Python 2.7.10 on OS X with master
of WebOb and pip install -r requirements.txt
in howareyou repo.
Benchmark : notfound
Frameworks: morepath
ms rps tcalls funcs
morepath 111361 898 481 145
With the profiler:
(howareyou)alexandra:howareyou xistence$ python -m cProfile -s tottime ~/.ve/howareyou/bin/howareyou -b notfound -f morepath -n 50000
Benchmark : notfound
Frameworks: morepath
ms rps tcalls funcs
morepath 43358 1153 481 145
24122935 function calls (24119073 primitive calls) in 43.737 seconds
Ordered by: internal time
ncalls tottime percall cumtime percall filename:lineno(function)
50000 14.638 0.000 14.699 0.000 exc.py:188(lazify)
100000 1.385 0.000 7.850 0.000 response.py:176(__init__)
100105 1.032 0.000 3.961 0.000 {method 'sub' of '_sre.SRE_Pattern' objects}
100000 0.965 0.000 1.115 0.000 response.py:363(_status__set)
700000 0.959 0.000 1.405 0.000 headers.py:15(__getitem__)
2953708 0.902 0.000 0.902 0.000 {method 'lower' of 'str' objects}
300000 0.797 0.000 1.282 0.000 headers.py:43(__setitem__)
250000 0.763 0.000 0.990 0.000 acceptparse.py:35(parse)
300000 0.744 0.000 2.929 0.000 string.py:162(convert)
250000 0.647 0.000 1.838 0.000 acceptparse.py:252(parse)
50000 0.634 0.000 30.082 0.001 exc.py:324(generate_response)
I am seeing more tcalls/funcs than you though... are there changes that are not in the howareyou
repo?
Changing lazify
to:
class _lazify(object):
def __init__(self, func):
self.func = func
def __call__(self, value):
self.value = value
return self
def __str__(self):
return self.func(self.value)
def lazify(func):
return _lazify(func)
I get the following numbers:
(howareyou)alexandra:howareyou xistence$ howareyou -b notfound -f morepath
Benchmark : notfound
Frameworks: morepath
ms rps tcalls funcs
morepath 35253 2837 481 145
Nearly triple what I was getting before...
(howareyou)alexandra:howareyou xistence$ python -m cProfile -s tottime ~/.ve/howareyou/bin/howareyou -b notfound -f morepath -n 50000
Benchmark : notfound
Frameworks: morepath
ms rps tcalls funcs
morepath 24750 2020 481 145
24122938 function calls (24119076 primitive calls) in 25.007 seconds
Ordered by: internal time
ncalls tottime percall cumtime percall filename:lineno(function)
100000 1.201 0.000 7.131 0.000 response.py:176(__init__)
700000 0.906 0.000 1.355 0.000 headers.py:15(__getitem__)
2953708 0.904 0.000 0.904 0.000 {method 'lower' of 'str' objects}
100105 0.878 0.000 3.407 0.000 {method 'sub' of '_sre.SRE_Pattern' objects}
100000 0.831 0.000 0.971 0.000 response.py:363(_status__set)
300000 0.726 0.000 1.190 0.000 headers.py:43(__setitem__)
250000 0.709 0.000 0.920 0.000 acceptparse.py:35(parse)
300000 0.622 0.000 2.529 0.000 string.py:162(convert)
250000 0.609 0.000 1.729 0.000 acceptparse.py:252(parse)
700000 0.562 0.000 1.917 0.000 _abcoll.py:379(get)
50000 0.534 0.000 13.423 0.000 exc.py:330(generate_response)
100000 0.448 0.000 3.116 0.000 response.py:796(_content_type__set)
700943 0.442 0.000 0.442 0.000 {method 'split' of 'str' objects}
250000 0.431 0.000 1.777 0.000 response.py:762(_content_type__get)
250001 0.406 0.000 0.527 0.000 {method 'decode' of 'str' objects}
1050000 0.402 0.000 0.701 0.000 response.py:432(_headers__get)
200000 0.401 0.000 1.655 0.000 util.py:12(html_escape)
250000 0.386 0.000 1.342 0.000 response.py:716(_charset__get)
350087 0.381 0.000 0.381 0.000 {method 'search' of '_sre.SRE_Pattern' objects}
1307485 0.370 0.000 0.371 0.000 {isinstance}
50000 0.331 0.000 1.344 0.000 request.py:23(__init__)
50000 0.330 0.000 0.961 0.000 response.py:852(_content_type_params__set)
50000 0.305 0.000 0.521 0.000 acceptparse.py:126(best_match)
50000 0.297 0.000 0.576 0.000 response.py:836(_content_type_params__get)
50000 0.264 0.000 8.886 0.000 core.py:171(excview_tween)
1300923 0.257 0.000 0.257 0.000 {method 'group' of '_sre.SRE_Match' objects}
301474 0.252 0.000 0.318 0.000 {getattr}
50000 0.251 0.000 1.980 0.000 acceptparse.py:30(__init__)
50000 0.245 0.000 4.476 0.000 exc.py:265(__init__)
200000 0.233 0.000 0.432 0.000 cgi.py:1039(escape)
400461 0.232 0.000 0.232 0.000 {range}
150000 0.218 0.000 0.218 0.000 __init__.py:57(get)
Here's the entries for _lazify
and lazify
:
50000 0.044 0.000 0.061 0.000 exc.py:199(lazify)
1 0.000 0.000 0.000 0.000 exc.py:188(_lazify)
I will drop that patch into WebOb and backport it to 1.6.x. I have no problems fixing performance issues as they come along.
(howareyou)alexandra:howareyou xistence$ howareyou -b notfound -f morepath -n 10000
Benchmark : notfound
Frameworks: morepath
ms rps tcalls funcs
morepath 3526 2836 481 145
(howareyou)alexandra:howareyou xistence$ howareyou -b notfound -f morepath -n 500000
Benchmark : notfound
Frameworks: morepath
ms rps tcalls funcs
morepath 174118 2872 481 145
With that patch iterations no longer matters either...
Cool, thanks, @bertjwregeer ! Definitely weird Python behavior that a nested class can have this cumulative effect...
I can't explain fully why you see a different amount of tcalls and funcs than I do, but I think earlier I was testing with an unreleased version of Morepath which affected things. When I test with the 0.15 version I get this:
ms rps tcalls funcs
morepath 37745 2649 460 141
Which is still less function calls. It's possible there are some differences depending on platform in the Python standard library; I'm testing on Linux.
That patch I provided doesn't do what it was supposed to do... I definitely should not code tired.
Updated:
class _lazified(object):
def __init__(self, func, value):
self.func = func
self.value = value
def __str__(self):
return self.func(self.value)
def lazify(func):
def wrapper(value):
return _lazified(func, value)
return wrapper
(howareyou)alexandra:howareyou xistence$ howareyou -b notfound -f morepath
Benchmark : notfound
Frameworks: morepath
ms rps tcalls funcs
morepath 33640 2973 483 145
(howareyou)alexandra:howareyou xistence$ howareyou -b notfound -f morepath
Benchmark : notfound
Frameworks: morepath
ms rps tcalls funcs
morepath 33640 2973 483 145
(howareyou)alexandra:howareyou xistence$ howareyou -b notfound -f morepath -n 500000
Benchmark : notfound
Frameworks: morepath
ms rps tcalls funcs
morepath 174269 2869 483 145
Note that this is running on my desktop, so some variations with browsers/terminal windows is to be expected. It's close enough for government work ;-)
cProfile output
Benchmark : notfound
Frameworks: morepath
ms rps tcalls funcs
morepath 25717 1944 483 145
24222938 function calls (24219076 primitive calls) in 25.973 seconds
Ordered by: internal time
ncalls tottime percall cumtime percall filename:lineno(function)
100000 1.240 0.000 7.330 0.000 response.py:176(__init__)
700000 0.930 0.000 1.360 0.000 headers.py:15(__getitem__)
100105 0.913 0.000 3.557 0.000 {method 'sub' of '_sre.SRE_Pattern' objects}
2953708 0.873 0.000 0.873 0.000 {method 'lower' of 'str' objects}
100000 0.871 0.000 1.014 0.000 response.py:363(_status__set)
300000 0.752 0.000 1.219 0.000 headers.py:43(__setitem__)
250000 0.722 0.000 0.933 0.000 acceptparse.py:35(parse)
300000 0.663 0.000 2.644 0.000 string.py:162(convert)
250000 0.617 0.000 1.750 0.000 acceptparse.py:252(parse)
700000 0.589 0.000 1.948 0.000 _abcoll.py:379(get)
50000 0.561 0.000 13.966 0.000 exc.py:329(generate_response)
100000 0.463 0.000 3.209 0.000 response.py:796(_content_type__set)
700943 0.450 0.000 0.450 0.000 {method 'split' of 'str' objects}
250000 0.445 0.000 1.823 0.000 response.py:762(_content_type__get)
250001 0.412 0.000 0.541 0.000 {method 'decode' of 'str' objects}
200000 0.411 0.000 1.726 0.000 util.py:12(html_escape)
1050000 0.409 0.000 0.715 0.000 response.py:432(_headers__get)
350087 0.395 0.000 0.395 0.000 {method 'search' of '_sre.SRE_Pattern' objects}
250000 0.392 0.000 1.366 0.000 response.py:716(_charset__get)
1307485 0.373 0.000 0.373 0.000 {isinstance}
50000 0.350 0.000 1.407 0.000 request.py:23(__init__)
50000 0.339 0.000 0.990 0.000 response.py:852(_content_type_params__set)
50000 0.314 0.000 0.534 0.000 acceptparse.py:126(best_match)
50000 0.309 0.000 0.592 0.000 response.py:836(_content_type_params__get)
50000 0.279 0.000 9.198 0.000 core.py:171(excview_tween)
50000 0.261 0.000 2.011 0.000 acceptparse.py:30(__init__)
301474 0.261 0.000 0.329 0.000 {getattr}
200000 0.254 0.000 0.468 0.000 cgi.py:1039(escape)
50000 0.253 0.000 4.582 0.000 exc.py:264(__init__)
1300923 0.252 0.000 0.252 0.000 {method 'group' of '_sre.SRE_Match' objects}
400461 0.246 0.000 0.246 0.000 {range}
50000 0.232 0.000 25.669 0.001 run.py:42(<lambda>)
150000 0.229 0.000 0.229 0.000 __init__.py:57(get)
200000 0.223 0.000 0.804 0.000 argextract.py:109(__call__)
50000 0.221 0.000 3.366 0.000 exc.py:286(_make_body)
50000 0.215 0.000 1.019 0.000 predicate.py:137(get_key)
800082 0.213 0.000 0.213 0.000 {method 'replace' of 'str' objects}
100000 0.203 0.000 0.269 0.000 response.py:393(_status_code__get)
100000 0.201 0.000 3.772 0.000 string.py:148(substitute)
50000 0.200 0.000 14.243 0.000 exc.py:354(__call__)
50000 0.198 0.000 4.391 0.000 exc.py:313(html_body)
50000 0.191 0.000 0.191 0.000 {_warnings.warn}
50005 0.184 0.000 0.333 0.000 predicate.py:146(key_by_predicate_name)
50000 0.173 0.000 0.574 0.000 response.py:731(_charset__set)
50000 0.173 0.000 9.523 0.000 core.py:210(poisoned_host_header_protection_tween)
50000 0.169 0.000 6.685 0.000 registry.py:376(call)
50000 0.165 0.000 0.255 0.000 headers.py:79(pop)
200000 0.163 0.000 0.536 0.000 compat.py:24(text_)
50000 0.157 0.000 0.285 0.000 traject.py:325(consume)
100010 0.154 0.000 0.155 0.000 {method 'encode' of 'unicode' objects}
50000 0.154 0.000 0.197 0.000 response.py:1215(_abs_headerlist)
100000 0.149 0.000 0.282 0.000 multidict.py:45(view_list)
50000 0.148 0.000 4.834 0.000 mapply.py:27(lookup_mapply)
977641/977052 0.144 0.000 0.144 0.000 {len}
901300 0.143 0.000 0.143 0.000 {method 'get' of 'dict' objects}
50000 0.142 0.000 0.217 0.000 descriptors.py:148(fdel)
250000 0.134 0.000 0.172 0.000 descriptors.py:47(fget)
50000 0.132 0.000 7.107 0.000 publish.py:121(resolve_response)
100000 0.130 0.000 0.252 0.000 dispatch.py:74(get_lookup)
100000 0.127 0.000 0.127 0.000 {method 'finditer' of '_sre.SRE_Pattern' objects}
200000 0.127 0.000 1.853 0.000 exc.py:193(__str__)
50493 0.124 0.000 0.124 0.000 {method 'match' of '_sre.SRE_Pattern' objects}
50000 0.123 0.000 0.261 0.000 argextract.py:60(__call__)
50000 0.122 0.000 1.446 0.000 registry.py:205(predicate_key)
50000 0.121 0.000 0.290 0.000 view.py:47(__call__)
50000 0.120 0.000 25.361 0.001 app.py:94(__call__)
50004 0.116 0.000 0.184 0.000 traject.py:368(parse_path)
668559 0.115 0.000 0.115 0.000 {method 'append' of 'list' objects}
100000 0.112 0.000 0.138 0.000 argextract.py:82(extract_arg)
50000 0.106 0.000 0.324 0.000 response.py:1202(__call__)
50000 0.102 0.000 0.293 0.000 util.py:48(warn_deprecation)
50000 0.102 0.000 0.577 0.000 publish.py:44(resolve_model)
150000 0.101 0.000 0.161 0.000 exc.py:197(wrapper)
50000 0.101 0.000 0.239 0.000 request.py:897(_is_body_readable__get)
100000 0.101 0.000 0.116 0.000 multidict.py:28(__init__)
200022 0.099 0.000 0.122 0.000 predicate.py:42(key_by_predicate_name)
50000 0.094 0.000 0.364 0.000 request.py:168(encget)
100000 0.094 0.000 0.305 0.000 descriptors.py:166(fget)
50000 0.092 0.000 0.092 0.000 {_codecs.utf_8_decode}
300000 0.092 0.000 0.092 0.000 {method 'count' of 'str' objects}
100000 0.092 0.000 0.266 0.000 registry.py:300(component)
50000 0.083 0.000 0.102 0.000 request.py:109(__init__)
50000 0.082 0.000 4.664 0.000 core.py:46(model_not_found)
50000 0.081 0.000 6.883 0.000 dispatch.py:54(__call__)
50003/50002 0.079 0.000 0.419 0.000 reify.py:41(__get__)
50037 0.077 0.000 0.077 0.000 {method 'copy' of 'dict' objects}
50000 0.072 0.000 0.257 0.000 request.py:179(encset)
100019 0.071 0.000 0.071 0.000 {method 'pop' of 'dict' objects}
50000 0.069 0.000 0.646 0.000 registry.py:440(component_key_dict)
50000 0.067 0.000 0.067 0.000 descriptors.py:268(parse_int)
50000 0.067 0.000 1.474 0.000 app.py:86(request)
50000 0.065 0.000 0.350 0.000 publish.py:84(consume)
50024 0.065 0.000 0.065 0.000 {sorted}
50000 0.064 0.000 0.100 0.000 descriptors.py:133(fget)
50009 0.060 0.000 0.452 0.000 registry.py:184(key_dict_to_predicate_key)
150000 0.060 0.000 0.060 0.000 exc.py:189(__init__)
106291 0.059 0.000 0.059 0.000 {method 'startswith' of 'str' objects}
50000 0.058 0.000 0.077 0.000 response.py:531(_has_body__get)
50000 0.058 0.000 0.837 0.000 dispatch.py:64(component_key_dict)
50000 0.057 0.000 0.090 0.000 implicit.py:15(set_implicit)
100000 0.057 0.000 0.113 0.000 response.py:1448(_content_type_has_charset)
50000 0.056 0.000 0.056 0.000 {method 'split' of 'unicode' objects}
50000 0.055 0.000 0.069 0.000 traject.py:228(get)
50000 0.055 0.000 0.092 0.000 publish.py:143(get_view_name)
50000 0.054 0.000 7.738 0.000 publish.py:28(publish)
50000 0.053 0.000 0.471 0.000 core.py:93(body_model_predicate)
100000 0.051 0.000 0.051 0.000 implicit.py:68(lookup)
50007 0.048 0.000 0.381 0.000 predicate.py:285(key_by_predicate_name)
1 0.048 0.048 25.717 25.717 timeit.py:96(inner)
200000 0.048 0.000 0.048 0.000 response.py:412(_headerlist__get)
50000 0.047 0.000 0.322 0.000 request.py:64(body_obj)
102416 0.046 0.000 0.046 0.000 {min}
50000 0.045 0.000 0.054 0.000 traject.py:359(create_path)
50000 0.044 0.000 0.302 0.000 descriptors.py:69(fset)
50000 0.044 0.000 0.408 0.000 descriptors.py:67(fget)
50260 0.043 0.000 0.125 0.000 compat.py:29(bytes_)
50000 0.041 0.000 0.068 0.000 acceptparse.py:278(_match)
50000 0.040 0.000 0.095 0.000 registry.py:319(fallback)
50000 0.040 0.000 0.077 0.000 core.py:74(request_method_predicate)
50000 0.037 0.000 0.276 0.000 request.py:694(_body__get)
150000 0.037 0.000 0.037 0.000 response.py:357(_status__get)
50000 0.036 0.000 0.128 0.000 utf_8.py:15(decode)
150307 0.035 0.000 0.035 0.000 {method 'items' of 'dict' objects}
50000 0.035 0.000 0.125 0.000 app.py:83(set_implicit)
50000 0.034 0.000 1.054 0.000 predicate.py:282(key)
50000 0.033 0.000 0.033 0.000 {method 'startswith' of 'unicode' objects}
50000 0.032 0.000 0.032 0.000 implicit.py:75(lookup)
50000 0.031 0.000 0.031 0.000 response.py:1428(_code_has_body)
50000 0.030 0.000 0.030 0.000 request.py:657(_host__get)
50000 0.029 0.000 0.029 0.000 {method 'lstrip' of 'unicode' objects}
50000 0.025 0.000 0.025 0.000 exc.py:196(lazify)
100295 0.024 0.000 0.024 0.000 {max}
50000 0.022 0.000 0.022 0.000 core.py:37(model_predicate)
50035 0.022 0.000 0.022 0.000 arginfo.py:5(arginfo)
50000 0.020 0.000 0.020 0.000 request.py:325(clear_after)
3044 0.020 0.000 0.020 0.000 {posix.lstat}
50262 0.020 0.000 0.020 0.000 {method 'pop' of 'list' objects}
50000 0.019 0.000 0.019 0.000 request.py:1663(_is_utf8)
100944 0.018 0.000 0.019 0.000 {method 'join' of 'str' objects}
50175 0.017 0.000 0.017 0.000 {setattr}
50000 0.013 0.000 0.013 0.000 descriptors.py:273(parse_int_safe)
566/106 0.013 0.000 0.036 0.000 sre_parse.py:395(_parse)
50000 0.011 0.000 0.011 0.000 core.py:55(name_predicate)
50000 0.010 0.000 0.010 0.000 run.py:17(start_response)
9450 0.010 0.000 0.011 0.000 sre_parse.py:193(__next)
1 0.008 0.008 0.115 0.115 __init__.py:15(<module>)
50000 0.008 0.000 0.008 0.000 core.py:219(standard_exception_view)
50006 0.007 0.000 0.007 0.000 {method 'reverse' of 'list' objects}
1073/94 0.007 0.000 0.017 0.000 sre_compile.py:64(_compile)
397/337 0.006 0.000 0.040 0.000 posixpath.py:380(_joinrealpath)
18 0.006 0.000 0.006 0.000 {method 'read' of 'file' objects}
99 0.005 0.000 0.005 0.000 {imp.find_module}
12 0.005 0.000 0.006 0.000 collections.py:293(namedtuple)
3222 0.004 0.000 0.007 0.000 posixpath.py:61(join)
397 0.004 0.000 0.004 0.000 {posix.stat}
3044 0.004 0.000 0.026 0.000 posixpath.py:132(islink)
1512/542 0.004 0.000 0.004 0.000 sre_parse.py:151(getwidth)
560 0.003 0.000 0.006 0.000 posixpath.py:329(normpath)
8334 0.003 0.000 0.013 0.000 sre_parse.py:212(get)
4565 0.003 0.000 0.005 0.000 sre_parse.py:141(__getitem__)
1 0.003 0.003 0.018 0.018 utils.py:5(<module>)
1 0.003 0.003 0.015 0.015 request.py:1(<module>)
2 0.003 0.001 0.007 0.003 compat.py:3(<module>)
393 0.003 0.000 0.004 0.000 sre_compile.py:256(_optimize_charset)
1 0.002 0.002 0.002 0.002 hashlib.py:56(<module>)
8 0.002 0.000 0.041 0.005 __init__.py:1(<module>)
24 0.002 0.000 0.002 0.000 {posix.listdir}
1 0.002 0.002 25.974 25.974 howareyou:3(<module>)
1 0.002 0.002 0.002 0.002 socket.py:45(<module>)
108 0.002 0.000 0.015 0.000 __init__.py:2098(find_on_path)
1 0.002 0.002 0.002 0.002 {method 'enable' of '_lsprof.Profiler' objects}
1 0.002 0.002 0.006 0.006 urllib.py:23(<module>)
1 0.002 0.002 0.002 0.002 exc.py:166(<module>)
396/96 0.002 0.000 0.037 0.000 sre_parse.py:317(_parse_sub)
1 0.002 0.002 0.002 0.002 __init__.py:24(<module>)
7730 0.002 0.000 0.002 0.000 {method 'endswith' of 'str' objects}
2 0.002 0.001 0.002 0.001 run.py:1(<module>)
1 0.002 0.002 0.006 0.006 zipfile.py:3(<module>)
254 0.001 0.000 0.006 0.000 inspect.py:440(getsourcefile)
3021 0.001 0.000 0.002 0.000 stat.py:55(S_ISLNK)
1 0.001 0.001 0.002 0.002 __init__.py:4(<module>)
220 0.001 0.000 0.063 0.000 re.py:230(_compile)
1 0.001 0.001 0.042 0.042 request.py:5(<module>)
1 0.001 0.001 0.002 0.002 collections.py:1(<module>)
2 0.001 0.001 0.140 0.070 app.py:1(<module>)
1 0.001 0.001 0.004 0.004 random.py:40(<module>)
3229 0.001 0.000 0.002 0.000 sre_parse.py:206(match)
1 0.001 0.001 0.115 0.115 __init__.py:13(<module>)
393 0.001 0.000 0.006 0.000 sre_compile.py:228(_compile_charset)
5/4 0.001 0.000 0.126 0.031 {__import__}
82 0.001 0.000 0.003 0.000 version.py:208(__init__)
208 0.001 0.000 0.001 0.000 {built-in method __new__ of type object at 0x10d213d48}
1 0.001 0.001 0.002 0.002 httplib.py:67(<module>)
26/18 0.001 0.000 0.043 0.002 inspect.py:472(getmodule)
1 0.001 0.001 0.003 0.003 shutil.py:5(<module>)
1 0.001 0.001 0.015 0.015 config.py:1(<module>)
1 0.001 0.001 0.004 0.004 main.py:1(<module>)
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2 0.000 0.000 0.000 0.000 registry.py:88(register_external_predicates)
1 0.000 0.000 0.000 0.000 argparse.py:705(ArgumentTypeError)
Thanks @bertjwregeer!
So this issue should be fixed with the next release of webob, and also should be fixed if you use Python 3.