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Docker WindowsServerCore running Django/Python extremely slow #342

Closed YAJeff closed 5 years ago

YAJeff commented 6 years ago

Running a python docker image based off of Windows Server Core-LTSC 2016. Within the application is a Django web api we've created.

Calls to routes that don't exist seem to work fine.

This application works perfectly fine and returns results in under 50ms when running locally on my machine (no docker container).

When calling my service and passing in 132KB of JSON data, the service completely hangs. We've found that reducing the amount of JSON sending in will allow the web api to respond successfully. But it still takes a couple of seconds to process the request.

Here's the command I'm using to build: docker build -t mysvc-1.0 .

Here's the command I'm using to run: docker run -it --rm --name vsvc -p 12000:8000 mysvc-1.0

Here's my dockerfile:

FROM python:3.6.6-windowsservercore-ltsc2016

ENV PYTHONUNBUFFERED 1

RUN mkdir TEMP

ENV PATH="C:/python/Scripts;C:/python;${PATH}"

RUN mkdir C:/app
WORKDIR C:/app
ADD ./ C:/app

# Update pip
RUN python -m pip install --upgrade pip

RUN pip install -r requirements.txt

RUN python manage.py makemigrations pharmid_app

RUN python manage.py migrate

EXPOSE 8000

CMD ["python", "manage.py", "runserver", "0.0.0.0:8000"]

I've tried setting the memory and CPU count, neither fixed the issue.

Am I missing something?

tao12345666333 commented 6 years ago

You can use The Python Profilers for debug your program's run time performance.

YAJeff commented 6 years ago

I will try this today. Not sure how to use it with Django, or inside of a container. But ok.

If there's anything that's obvious that stands out, would be helpful. As it is, it takes >2,500 times longer to process a request in a container vs running locally.

YAJeff commented 6 years ago

Interesting results. Anything that clearly stands out here to anyone? I'm not an expert on Django and am not sure why I'm seeing such long operations.

output ``` ncalls tottime percall cumtime percall filename:lineno(function) 634 0.002 0.000 0.002 0.000 :103(release) 488 0.000 0.000 0.000 0.000 :143(__init__) 488 0.001 0.000 0.009 0.000 :147(__enter__) 488 0.001 0.000 0.003 0.000 :151(__exit__) 634 0.003 0.000 0.007 0.000 :157(_get_module_lock) 499 0.001 0.000 0.002 0.000 :176(cb) 146 0.000 0.000 0.002 0.000 :194(_lock_unlock_module) 583/27 0.001 0.000 4.500 0.167 :211(_call_with_frames_removed) 3931 0.002 0.000 0.002 0.000 :222(_verbose_message) 16 0.000 0.000 0.000 0.000 :232(_requires_builtin_wrapper) 462 0.000 0.000 0.000 0.000 :307(__init__) 462 0.000 0.000 0.000 0.000 :311(__enter__) 462 0.002 0.000 0.003 0.000 :318(__exit__) 1848 0.001 0.000 0.001 0.000 :321() 433 0.001 0.000 0.001 0.000 :35(_new_module) 478 0.001 0.000 0.001 0.000 :369(__init__) 879 0.001 0.000 0.013 0.000 :403(cached) 665 0.001 0.000 0.001 0.000 :416(parent) 462 0.000 0.000 0.000 0.000 :424(has_location) 16 0.000 0.000 0.000 0.000 :433(spec_from_loader) 462 0.004 0.000 0.021 0.000 :504(_init_module_attrs) 462/460 0.002 0.000 0.112 0.000 :564(module_from_spec) 499 0.001 0.000 0.003 0.000 :58(__init__) 462/30 0.004 0.000 4.618 0.154 :651(_load_unlocked) 478 0.000 0.000 0.001 0.000 :707(find_spec) 16 0.000 0.000 0.001 0.000 :728(create_module) 16 0.000 0.000 0.000 0.000 :736(exec_module) 16 0.000 0.000 0.000 0.000 :753(is_package) 634 0.002 0.000 0.002 0.000 :78(acquire) 462 0.000 0.000 0.001 0.000 :780(find_spec) 1412 0.001 0.000 0.001 0.000 :843(__enter__) 1412 0.001 0.000 0.001 0.000 :847(__exit__) 10 0.000 0.000 0.000 0.000 :861(_find_spec_legacy) 478 0.006 0.000 1.668 0.003 :870(_find_spec) 41 0.000 0.000 0.000 0.000 :917(_sanity_check) 476/23 0.003 0.000 4.889 0.213 :936(_find_and_load_unlocked) 488/33 0.005 0.000 4.890 0.148 :966(_find_and_load) 41/33 0.000 0.000 1.593 0.048 :982(_gcd_import) 1638/687 0.002 0.000 2.602 0.004 :997(_handle_fromlist) 64 0.005 0.000 0.009 0.000 :1067(_path_hooks) 829 0.001 0.000 0.011 0.000 :1080(_path_importer_cache) 462 0.003 0.000 1.657 0.004 :1117(_get_spec) 462 0.001 0.000 1.658 0.004 :1149(find_spec) 69 0.001 0.000 0.001 0.000 :1196(__init__) 552 0.000 0.000 0.000 0.000 :1202() 450 0.003 0.000 0.007 0.000 :1228(_get_spec) 740 0.010 0.000 1.643 0.002 :1233(find_spec) 119 0.003 0.000 0.862 0.007 :1281(_fill_cache) 119 0.001 0.000 0.001 0.000 :1310() 72 0.000 0.000 0.005 0.000 :1322(path_hook_for_FileFinder) 866 0.005 0.000 0.016 0.000 :263(cache_from_source) 446 0.001 0.000 0.012 0.000 :361(_get_cached) 740 0.001 0.000 0.001 0.000 :37(_relax_case) 433 0.001 0.000 0.001 0.000 :393(_check_name_wrapper) 433 0.009 0.000 0.011 0.000 :430(_validate_bytecode_header) 433 0.002 0.000 0.070 0.000 :485(_compile_bytecode) 866 0.001 0.000 0.002 0.000 :52(_r_long) 450 0.003 0.000 0.004 0.000 :524(spec_from_file_location) 3723 0.005 0.000 0.014 0.000 :57(_path_join) 3723 0.004 0.000 0.007 0.000 :59() 866 0.004 0.000 0.006 0.000 :63(_path_split) 433 0.000 0.000 0.000 0.000 :669(create_module) 433/30 0.002 0.000 4.616 0.154 :672(exec_module) 433 0.006 0.000 2.610 0.006 :743(get_code) 1835 0.013 0.000 0.786 0.000 :75(_path_stat) 437 0.001 0.000 0.001 0.000 :800(__init__) 433 0.000 0.000 0.000 0.000 :825(get_filename) 433 2.348 0.005 2.481 0.006 :830(get_data) 433 0.001 0.000 0.035 0.000 :840(path_stats) 662 0.002 0.000 0.713 0.001 :85(_path_is_mode_type) 13 0.000 0.000 0.000 0.000 :908(__init__) 13 0.000 0.000 0.087 0.007 :919(create_module) 13 0.000 0.000 0.000 0.000 :927(exec_module) 590 0.001 0.000 0.710 0.001 :94(_path_isfile) 72 0.000 0.000 0.003 0.000 :99(_path_isdir) 1 0.000 0.000 0.000 0.000 :1() 4 0.000 0.000 0.000 0.000 :12(__new__) 1 0.000 0.000 0.000 0.000 :2() 1 0.000 0.000 0.000 0.000 :5(ArgInfo) 1 0.000 0.000 0.000 0.000 :5(ArgSpec) 1 0.000 0.000 0.000 0.000 :5(Arguments) 1 0.000 0.000 0.000 0.000 :5(Attribute) 1 0.000 0.000 0.000 0.000 :5(ClosureVars) 1 0.000 0.000 0.000 0.000 :5(DecimalTuple) 1 0.000 0.000 0.000 0.000 :5(DefaultVerifyPaths) 1 0.000 0.000 0.000 0.000 :5(DefragResult) 1 0.000 0.000 0.000 0.000 :5(DoneAndNotDoneFutures) 1 0.000 0.000 0.000 0.000 :5(FieldInfo) 1 0.000 0.000 0.000 0.000 :5(FrameInfo) 1 0.000 0.000 0.000 0.000 :5(FullArgSpec) 1 0.000 0.000 0.000 0.000 :5(GroupedResult) 1 0.000 0.000 0.000 0.000 :5(JoinInfo) 1 0.000 0.000 0.000 0.000 :5(Match) 1 0.000 0.000 0.000 0.000 :5(ParseResult) 1 0.000 0.000 0.000 0.000 :5(PathInfo) 1 0.000 0.000 0.000 0.000 :5(SelectorKey) 1 0.000 0.000 0.000 0.000 :5(SplitResult) 1 0.000 0.000 0.000 0.000 :5(TableInfo) 1 0.000 0.000 0.000 0.000 :5(TokenInfo) 1 0.000 0.000 0.000 0.000 :5(Traceback) 1 0.000 0.000 0.000 0.000 :5(_ASN1Object) 1 0.000 0.000 0.000 0.000 :5(_GroupTuple) 1 0.000 0.000 0.000 0.000 :5(_Instruction) 1 0.000 0.000 0.000 0.000 :5(uname_result) 1 0.000 0.000 0.000 0.000 :5(usage) 1 0.000 0.000 0.000 0.000 __future__.py:48() 1 0.000 0.000 0.000 0.000 __future__.py:78(_Feature) 9 0.000 0.000 0.000 0.000 __future__.py:79(__init__) 47 0.001 0.000 8.767 0.187 __init__.py:1() 1 0.000 0.000 0.016 0.016 __init__.py:10() 1 0.000 0.000 0.000 0.000 __init__.py:1009(FileHandler) 1 0.000 0.000 0.000 0.000 __init__.py:1038(CharField) 12 0.000 0.000 0.003 0.000 __init__.py:104(lazy_number) 11 0.000 0.000 0.001 0.000 __init__.py:1041(__init__) 1 0.000 0.000 0.000 0.000 __init__.py:1078(_StderrHandler) 34/33 0.000 0.000 1.593 0.048 __init__.py:108(import_module) 1 0.000 0.000 0.000 0.000 __init__.py:1084(__init__) 1 0.000 0.000 0.000 0.000 __init__.py:1100(CommaSeparatedIntegerField) 1 0.000 0.000 0.000 0.000 __init__.py:1102(PlaceHolder) 4 0.000 0.000 0.000 0.000 __init__.py:1108(__init__) 12 0.000 0.000 0.000 0.000 __init__.py:111(NumberAwareString) 2 0.000 0.000 0.000 0.000 __init__.py:1114(append) 1 0.000 0.000 0.000 0.000 __init__.py:1116(DateTimeCheckMixin) 1 0.000 0.000 0.000 0.000 __init__.py:1144(Manager) 1 0.000 0.000 0.000 0.000 __init__.py:1147(DateField) 1 0.000 0.000 0.000 0.000 __init__.py:1149(__init__) 5 0.000 0.000 0.000 0.000 __init__.py:1157(__init__) 14 0.000 0.000 0.000 0.000 __init__.py:1160(getLogger) 9 0.000 0.000 0.000 0.000 __init__.py:1211(_fixupParents) 1 0.000 0.000 0.000 0.000 __init__.py:1235(_fixupChildren) 1 0.000 0.000 0.000 0.000 __init__.py:1252(Logger) 7 0.000 0.000 0.000 0.000 __init__.py:1257(contribute_to_class) 10 0.000 0.000 0.000 0.000 __init__.py:1267(__init__) 2 0.000 0.000 0.000 0.000 __init__.py:1279(setLevel) 1 0.000 0.000 0.000 0.000 __init__.py:1289(DateTimeField) 54 0.001 0.000 0.002 0.000 __init__.py:134(__init__) 14 0.000 0.000 0.000 0.000 __init__.py:139(_check_size) 1 0.000 0.000 0.118 0.118 __init__.py:14() 1 0.000 0.000 0.000 0.000 __init__.py:142(is_overridden) 1 0.000 0.000 0.000 0.000 __init__.py:144(ManagementUtility) 1 0.000 0.000 0.000 0.000 __init__.py:1444(DecimalField) 12 0.000 0.000 0.003 0.000 __init__.py:145(ngettext_lazy) 3 0.000 0.000 0.000 0.000 __init__.py:1455(addHandler) 1 0.000 0.000 0.000 0.000 __init__.py:148(__init__) 1 0.000 0.000 0.038 0.038 __init__.py:15() 1 0.000 0.000 0.000 0.000 __init__.py:151(py_object) 1 0.000 0.000 0.000 0.000 __init__.py:152(UserSettingsHolder) 1 0.000 0.000 0.000 0.000 __init__.py:1575(RootLogger) 1 0.000 0.000 0.000 0.000 __init__.py:1581(__init__) 1 0.000 0.000 0.000 0.000 __init__.py:1589(LoggerAdapter) 1 0.000 0.000 0.000 0.000 __init__.py:1592(DurationField) 1 0.000 0.000 0.000 0.000 __init__.py:160(c_short) 1 0.000 0.000 0.000 0.000 __init__.py:164(c_ushort) 1 0.000 0.000 0.000 0.000 __init__.py:165(override) 1 0.000 0.000 0.000 0.000 __init__.py:1654(EmailField) 1 0.000 0.000 0.000 0.000 __init__.py:1658(__init__) 1 0.000 0.000 0.000 0.000 __init__.py:1679(FilePathField) 1 0.000 0.000 0.000 0.000 __init__.py:168(c_long) 1 0.000 0.000 1.403 1.403 __init__.py:17() 1 0.000 0.000 0.000 0.000 __init__.py:172(c_ulong) 16 0.000 0.000 0.000 0.000 __init__.py:172(make_simple_escaping_wrapper) 1 0.000 0.000 0.000 0.000 __init__.py:1743(FloatField) 1 0.000 0.000 0.000 0.000 __init__.py:1777(IntegerField) 1 0.000 0.000 0.000 0.000 __init__.py:183(dumps) 14 0.000 0.000 0.000 0.000 __init__.py:1837(getLogger) 1 0.000 0.000 0.000 0.000 __init__.py:1849(BigIntegerField) 1 0.000 0.000 0.000 0.000 __init__.py:1864(IPAddressField) 1 0.000 0.000 0.527 0.527 __init__.py:188(fetch_command) 1 0.000 0.000 0.000 0.000 __init__.py:189(c_float) 1 0.000 0.000 0.000 0.000 __init__.py:189(get_user_model) 1 0.000 0.000 0.000 0.000 __init__.py:1895(GenericIPAddressField) 57 0.000 0.000 0.000 0.000 __init__.py:19(__new__) 24 0.000 0.000 0.000 0.000 __init__.py:190(_checkLevel) 1 0.000 0.000 0.000 0.000 __init__.py:191(UTC) 1 0.000 0.000 0.000 0.000 __init__.py:193(c_double) 1 0.000 0.000 0.000 0.000 __init__.py:1965(NullHandler) 1 0.000 0.000 0.000 0.000 __init__.py:197(c_longdouble) 1 0.000 0.000 0.000 0.000 __init__.py:1975(NullBooleanField) 1 0.000 0.000 0.000 0.000 __init__.py:20(GenericViewError) 8 0.000 0.000 0.136 0.017 __init__.py:20(find_commands) 1 0.000 0.000 0.000 0.000 __init__.py:2025(PositiveIntegerRelDbTypeMixin) 1 0.000 0.000 0.000 0.000 __init__.py:2042(PositiveIntegerField) 1 0.000 0.000 0.000 0.000 __init__.py:2054(PositiveSmallIntegerField) 1 0.000 0.000 0.000 0.000 __init__.py:2066(SlugField) 1 0.000 0.000 0.000 0.000 __init__.py:207(c_longlong) 1 0.000 0.000 0.000 0.000 __init__.py:2097(SmallIntegerField) 1 0.000 0.000 0.000 0.000 __init__.py:2104(TextField) 1 0.000 0.000 0.000 0.000 __init__.py:211(c_ulonglong) 1 0.000 0.000 0.000 0.000 __init__.py:2130(TimeField) 1 0.000 0.000 0.000 0.000 __init__.py:2140(__init__) 1 0.000 0.000 0.000 0.000 __init__.py:218(_MagicFormatMapping) 1 0.000 0.000 0.000 0.000 __init__.py:218(c_ubyte) 25 0.000 0.000 0.000 0.000 __init__.py:219(_acquireLock) 1 0.000 0.000 0.000 0.000 __init__.py:219(autocomplete) 37 0.000 0.000 0.000 0.000 __init__.py:22() 1 0.000 0.000 0.000 0.000 __init__.py:22(LazySettings) 1 0.000 0.000 0.000 0.000 __init__.py:225(c_byte) 1 0.000 0.000 0.000 0.000 __init__.py:2261(URLField) 25 0.000 0.000 0.000 0.000 __init__.py:228(_releaseLock) 1 0.000 0.000 0.000 0.000 __init__.py:2285(BinaryField) 2 0.000 0.000 0.019 0.010 __init__.py:23() 1 0.000 0.000 0.000 0.000 __init__.py:230(c_char) 1 0.000 0.000 0.000 0.000 __init__.py:2331(UUIDField) 1 0.000 0.000 0.000 0.000 __init__.py:235(c_char_p) 1 0.000 0.000 0.000 0.000 __init__.py:239(LogRecord) 1 0.000 0.000 0.001 0.001 __init__.py:24() 1 0.000 0.000 0.000 0.000 __init__.py:241(c_void_p) 1 0.000 0.000 0.000 0.000 __init__.py:246(c_bool) 1 0.000 0.000 0.000 0.000 __init__.py:250(EscapeFormatter) 1 0.000 0.000 0.000 0.000 __init__.py:251(c_wchar_p) 1 0.000 0.000 0.000 0.000 __init__.py:256(c_wchar) 1 0.000 0.000 0.000 0.000 __init__.py:259(_reset_cache) 8 0.000 0.000 0.135 0.017 __init__.py:26() 1 0.000 0.000 0.000 0.000 __init__.py:26(DefaultConnectionProxy) 1 0.000 0.000 0.000 0.000 __init__.py:26(Markup) 1 0.000 0.000 0.544 0.544 __init__.py:28() 1 0.000 0.000 0.000 0.000 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0.000 0.000 0.000 __init__.py:371(PyDLL) 1 0.000 0.000 0.000 0.000 __init__.py:378(PercentStyle) 1 0.000 0.000 0.000 0.000 __init__.py:380(WinDLL) 2 0.000 0.000 0.000 0.000 __init__.py:384(__init__) 1 0.000 0.000 0.000 0.000 __init__.py:389(HRESULT) 1 0.000 0.000 0.000 0.000 __init__.py:393(StrFormatStyle) 1 0.000 0.000 0.094 0.094 __init__.py:4() 1 0.000 0.000 0.122 0.122 __init__.py:40() 1 0.000 0.000 0.000 0.000 __init__.py:40(Trans) 1 0.000 0.000 0.136 0.136 __init__.py:40(get_commands) 1 0.000 0.000 0.000 0.000 __init__.py:402(OleDLL) 1 0.000 0.000 0.000 0.000 __init__.py:402(StringTemplateStyle) 1 0.000 0.000 0.000 0.000 __init__.py:411(LibraryLoader) 4 0.000 0.000 0.000 0.000 __init__.py:412(__init__) 2 0.000 0.000 0.000 0.000 __init__.py:415(__getattr__) 147 0.000 0.000 0.000 0.000 __init__.py:420() 147 0.000 0.000 0.000 0.000 __init__.py:422() 1 0.000 0.000 0.000 0.000 __init__.py:426(Formatter) 1 0.000 0.000 0.000 0.000 __init__.py:47(Empty) 2 0.000 0.000 0.000 0.000 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YAJeff commented 6 years ago

Works fine in a Linux container. I've tried multiple Python/Windows versions according to the docker python page, with no luck.

It seems the call that is taking a long time is the _winapi.WaitForSingleObject method. Not sure where this is being called from, or why it's taking so long. But this is an issue that doesn't exist when running python locally.

tianon commented 6 years ago

But this is an issue that doesn't exist when running python locally.

By this, do you mean not in a container but still on Windows? Is it the same exact version of Python? Is it installed from the same artifacts our image is downloading and installing?

I think this one is in the realm of something that's either an issue with upstream Python (and/or the way they've packaged for Windows), an issue with Docker itself, an issue with Windows itself (and/or the containerization functionality therein -- on Windows 10, that involves Hyper-V so some performance issues are likely "normal"), or some combination of the above.

What I don't see is a way for us to "fix" this from the image, since it's really likely to be an environmental issue (not one of, for example, the configuration of Python in the image, since we don't do anything special there except run the Python installer).

tianon commented 5 years ago

Closing since this doesn't appear to be something we can fix in the image. For further help, I'd recommend trying the Docker Community Forums, the Docker Community Slack, or Stack Overflow.