Do a simple python profiling of your flask server

[greenmoss]

Goal: start up flask server, run profiler, stop flask server, view profiler info

Show the amount of time spent in each function. Sort by total time. Paste the output in this ticket.

[JosiahRegencia]

• Running on http://127.0.0.1:5000/ (Press CTRL+C to quit)
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• Debugger is active!

• Debugger PIN: 239-832-788 127.0.0.1 - - [09/Sep/2017 23:42:31] "POST /doveps/api/flavor/create/ HTTP/1.1" 200 - 99286 function calls (96757 primitive calls) in 89.109 seconds

  Ordered by: internal time

  ncalls tottime percall cumtime percall filename:lineno(function) 3 86.740 28.913 86.740 28.913 {posix.waitpid} 1 0.322 0.322 0.338 0.338 init.py:18() 1 0.063 0.063 0.194 0.194 utils.py:5() 1 0.062 0.062 0.399 0.399 run_sql.py:1() 1 0.061 0.061 1.246 1.246 init.py:11() 1 0.061 0.061 89.111 89.111 run.py:1() 9 0.057 0.006 0.989 0.110 init.py:1() 1 0.054 0.054 0.393 0.393 http.py:18() 1 0.051 0.051 0.347 0.347 app.py:10() 2 0.047 0.024 0.071 0.036 init.py:10() 17/15 0.045 0.003 0.619 0.041 {import} 1 0.040 0.040 0.040 0.040 _compat.py:3() 1 0.040 0.040 0.040 0.040 {method 'read' of 'file' objects} 1 0.039 0.039 0.067 0.067 utils.py:10() 1 0.037 0.037 0.157 0.157 functions.py:10() 1 0.035 0.035 0.065 0.065 helpers.py:10() 1 0.033 0.033 0.163 0.163 environment.py:10() 1 0.033 0.033 0.087 0.087 init.py:52() 1 0.032 0.032 0.032 0.032 socket.py:45() 1 0.032 0.032 0.086 0.086 sqltypes.py:10() 1 0.031 0.031 86.836 86.836 serving.py:605(run_simple) 1 0.031 0.031 0.041 0.041 collections.py:11() 1 0.031 0.031 0.591 0.591 exceptions.py:59() 1 0.030 0.030 0.083 0.083 httplib.py:67() 1 0.029 0.029 0.048 0.048 random.py:40() 1 0.029 0.029 0.040 0.040 elements.py:11() 1 0.029 0.029 0.171 0.171 routing.py:97() 1 0.026 0.026 0.137 0.137 _internal.py:10() 1 0.024 0.024 0.052 0.052 mimetools.py:1() 1 0.024 0.024 0.039 0.039 cli.py:10() 1 0.022 0.022 0.114 0.114 urllib2.py:76() 1 0.021 0.021 0.161 0.161 events.py:8() 1 0.020 0.020 0.088 0.088 inspect.py:25() 2 0.020 0.010 0.420 0.210 init.py:9() 1 0.020 0.020 0.021 0.021 subprocess.py:31() 1 0.019 0.019 0.019 0.019 url.py:15() 1 0.019 0.019 0.021 0.021 utils.py:12() 1 0.019 0.019 0.136 0.136 uuid.py:45() 1 0.018 0.018 0.029 0.029 log.py:19() 2 0.018 0.009 0.438 0.219 utils.py:1() 1 0.018 0.018 0.522 0.522 results.py:1() 1 0.017 0.017 0.017 0.017 hashlib.py:56() 1 0.017 0.017 0.017 0.017 io.py:34() 1 0.016 0.016 0.017 0.017 record.py:3() 2 0.016 0.008 0.017 0.008 lib.py:3() 1 0.016 0.016 0.037 0.037 tests.py:10() 1 0.015 0.015 0.200 0.200 expression.py:15() 2 0.015 0.007 0.015 0.007 {posix.read} 449/104 0.015 0.000 0.040 0.000 sre_parse.py:395(_parse) 1 0.015 0.015 0.176 0.176 naming.py:11() 1 0.014 0.014 0.190 0.190 init.py:28() 1 0.014 0.014 0.027 0.027 signals.py:11() 1 0.013 0.013 0.014 0.014 serving.py:37() 1 0.013 0.013 0.016 0.016 base.py:7() 1 0.013 0.013 86.862 86.862 app.py:782(run) 1 0.013 0.013 0.020 0.020 json.py:10() 1 0.012 0.012 0.015 0.015 ssl.py:89() 1 0.012 0.012 0.013 0.013 _parseaddr.py:7() 1 0.012 0.012 0.021 0.021 decimal.py:116() 1 0.012 0.012 0.014 0.014 datastructures.py:10() 1 0.012 0.012 0.012 0.012 bccache.py:16() 16 0.012 0.001 0.015 0.001 collections.py:305(namedtuple) 1 0.011 0.011 0.031 0.031 schema.py:30() 1 0.011 0.011 0.046 0.046 get_scanned.py:1() 1 0.010 0.010 0.011 0.011 init.py:24() 1 0.010 0.010 0.012 0.012 console.py:10() 1 0.010 0.010 0.028 0.028 tempfile.py:18() 1 0.010 0.010 0.040 0.040 pool.py:18() 1 0.010 0.010 0.029 0.029 urllib.py:23() 1 0.010 0.010 0.010 0.010 heapq.py:31() 6312 0.009 0.000 0.011 0.000 sre_parse.py:193(next) 842/100 0.009 0.000 0.022 0.000 sre_compile.py:64(_compile) 1 0.009 0.009 0.014 0.014 extensions.py:12() 1 0.009 0.009 0.012 0.012 config.py:25() 1 0.009 0.009 0.009 0.009 getpass.py:12() 2 0.009 0.004 0.009 0.004 _compat.py:12() 2 0.008 0.004 0.011 0.005 base.py:10() 1 0.008 0.008 0.050 0.050 defaults.py:10() 1 0.008 0.008 0.008 0.008 bisect.py:1() 1 0.008 0.008 0.013 0.013 compat.py:8() 1 0.007 0.007 0.014 0.014 init.py:15() 1 0.007 0.007 0.007 0.007 attr.py:30() 1 0.007 0.007 0.012 0.012 interfaces.py:8() 1 0.007 0.007 0.007 0.007 base64.py:3() 1 0.007 0.007 0.007 0.007 itsdangerous.py:11() 1 0.006 0.006 0.423 0.423 wrappers.py:22() 1 0.006 0.006 0.006 0.006 init.py:5() 3 0.006 0.002 0.022 0.007 init.py:3() 3 0.005 0.002 0.426 0.142 init.py:8() 1 0.005 0.005 0.026 0.026 util.py:1() 1 0.005 0.005 0.005 0.005 result.py:9() 256 0.005 0.000 0.005 0.000 annotation.py:176(_new_annotation_type) 1 0.005 0.005 0.008 0.008 type_api.py:10() 1 0.004 0.004 0.005 0.005 dis.py:1() 1162/441 0.004 0.000 0.005 0.000 sre_parse.py:151(getwidth) 1 0.004 0.004 0.006 0.006 ddl.py:11() 42 0.004 0.000 0.004 0.000 langhelpers.py:143(_exec_code_in_env) 3363 0.004 0.000 0.005 0.000 sre_parse.py:141(getitem) 5448 0.003 0.000 0.012 0.000 sre_parse.py:212(get) 39 0.003 0.000 0.006 0.000 langhelpers.py:148(public_factory) 1 0.003 0.003 0.004 0.004 globals.py:11() 313 0.003 0.000 0.006 0.000 sre_compile.py:256(_optimize_charset) 535 0.003 0.000 0.003 0.000 {built-in method new of type object at 0x7c0d80} 161 0.003 0.000 0.003 0.000 {method 'sub' of '_sre.SRE_Pattern' objects} 19789/19350 0.003 0.000 0.003 0.000 {len} 1 0.003 0.003 0.003 0.003 util.py:8() 29 0.003 0.000 0.003 0.000 {eval} 334 0.003 0.000 0.078 0.000 re.py:230(_compile) 1 0.003 0.003 0.193 0.193 init.py:78(__go) 417 0.003 0.000 0.005 0.000 inspect.py:844(formatargspec) 1 0.003 0.003 0.007 0.007 core.py:1() 4853 0.002 0.000 0.002 0.000 {isinstance} 313/100 0.002 0.000 0.040 0.000 sre_parse.py:317(_parse_sub) 252 0.002 0.000 0.003 0.000 visitors.py:55(init) 12030 0.002 0.000 0.002 0.000 {method 'append' of 'list' objects} 100 0.002 0.000 0.044 0.000 sre_parse.py:706(parse) 102 0.002 0.000 0.002 0.000 {method 'findall' of '_sre.SRE_Pattern' objects} 1 0.002 0.002 0.003 0.003 compiler.py:10() 1 0.002 0.002 0.072 0.072 nodes.py:14() 1 0.002 0.002 0.012 0.012 selectable.py:11() 192 0.002 0.000 0.002 0.000 inspect.py:743(getargs) 313 0.001 0.000 0.007 0.000 sre_compile.py:228(_compile_charset) 100 0.001 0.000 0.007 0.000 sre_compile.py:433(_compile_info) 1 0.001 0.001 0.003 0.003 formparser.py:11() 2403 0.001 0.000 0.003 0.000 sre_parse.py:206(match) 468 0.001 0.000 0.001 0.000 {range} 1 0.001 0.001 0.004 0.004 types.py:1() 139 0.001 0.000 0.006 0.000 langhelpers.py:334(format_argspec_plus) 1 0.001 0.001 0.001 0.001 wsgi.py:10() 1 0.001 0.001 0.005 0.005 filters.py:10() 42 0.001 0.000 0.010 0.000 langhelpers.py:120(decorate) 2 0.001 0.001 0.001 0.001 {posix.fork} 779/753 0.001 0.000 0.002 0.000 {method 'join' of 'str' objects} 1 0.001 0.001 0.009 0.009 base.py:17() 1 0.001 0.001 0.010 0.010 api.py:10() 1514 0.001 0.000 0.001 0.000 {getattr} 1 0.001 0.001 0.001 0.001 exc.py:14() 1 0.001 0.001 0.003 0.003 langhelpers.py:11() 51 0.001 0.000 0.009 0.000 deprecations.py:133(inject_docstring_text) 1 0.001 0.001 0.005 0.005 compiler.py:24() 100 0.001 0.000 0.075 0.001 sre_compile.py:567(compile) 948 0.001 0.000 0.001 0.000 inspect.py:837(strseq) 1 0.001 0.001 0.003 0.003 default.py:14() 1 0.001 0.001 0.020 0.020 strategies.py:16() 65 0.001 0.000 0.003 0.000 nodes.py:64(new) 126 0.001 0.000 0.002 0.000 langhelpers.py:93(_unique_symbols) 192 0.001 0.000 0.004 0.000 inspect.py:803(getargspec) 5 0.001 0.000 0.013 0.003 base.py:158(_create_dispatcher_class) 141 0.001 0.000 0.001 0.000 functools.py:17(update_wrapper) 1298 0.001 0.000 0.001 0.000 sre_parse.py:149(append) 1 0.001 0.001 0.001 0.001 {function seed at 0x7f1a1ac59aa0} 1917 0.001 0.000 0.001 0.000 {min} 332 0.001 0.000 0.001 0.000 sre_compile.py:428(_simple) 1 0.001 0.001 0.002 0.002 runtime.py:10() 1 0.001 0.001 0.014 0.014 tbtools.py:10() 65 0.001 0.000 0.001 0.000 sre_compile.py:411(_mk_bitmap) 1625 0.001 0.000 0.001 0.000 sre_parse.py:137(len) 102 0.001 0.000 0.007 0.000 textwrap.py:374(dedent) 1065 0.001 0.000 0.001 0.000 {method 'find' of 'bytearray' objects} 1 0.001 0.001 0.021 0.021 visitors.py:25() 246 0.001 0.000 0.001 0.000 visitors.py:63(_generate_dispatch) 1936 0.001 0.000 0.001 0.000 {method 'startswith' of 'str' objects} 1 0.001 0.001 0.648 0.648 init.py:16() 846 0.001 0.000 0.001 0.000 sre_parse.py:92(init) 1 0.001 0.001 0.001 0.001 exceptions.py:1() 99 0.001 0.000 0.076 0.001 re.py:192(compile) 343 0.001 0.000 0.001 0.000 {method 'split' of 'str' objects} 1 0.001 0.001 0.018 0.018 host.py:3() 377 0.001 0.000 0.001 0.000 {method 'format' of 'str' objects} 282 0.001 0.000 0.001 0.000 sre_parse.py:268(_escape) 1 0.001 0.001 0.001 0.001 handlers.py:24() 41 0.001 0.000 0.012 0.000 attr.py:56(init) 1 0.001 0.001 0.018 0.018 tokenize.py:23() 29 0.001 0.000 0.007 0.000 langhelpers.py:895(call) 646 0.001 0.000 0.006 0.000 {method 'encode' of 'str' objects} 1 0.001 0.001 0.001 0.001 threading.py:1() 1 0.001 0.001 0.001 0.001 processors.py:14() 485 0.001 0.000 0.001 0.000 urllib.py:1217() 1 0.001 0.001 0.001 0.001 _collections.py:8() 485 0.001 0.000 0.001 0.000 urlparse.py:332() 1 0.001 0.001 0.001 0.001 code.py:3() 1 0.001 0.001 0.004 0.004 ConfigParser.py:88() 1 0.001 0.001 0.001 0.001 exceptions.py:10() 485 0.001 0.000 0.001 0.000 urls.py:38() 1 0.001 0.001 0.001 0.001 pickle.py:25() 1 0.001 0.001 0.001 0.001 formatting.py:1() 41 0.001 0.000 0.001 0.000 legacy.py:61(_standard_listen_example) 1 0.000 0.000 0.001 0.001 htmlentitydefs.py:1() 1 0.000 0.000 0.001 0.001 _compat.py:1() 100 0.000 0.000 0.029 0.000 sre_compile.py:552(_code) 1 0.000 0.000 0.001 0.001 _utilities.py:1() 3 0.000 0.000 0.006 0.002 annotation.py:197(_prepare_annotations) 14 0.000 0.000 0.002 0.000 abc.py:86(new) 713 0.000 0.000 0.001 0.000 collections.py:349() 1 0.000 0.000 0.004 0.004 urlparse.py:29() 21 0.000 0.000 0.000 0.000 {posix.urandom} 100 0.000 0.000 0.000 0.000 {_sre.compile} 23/16 0.000 0.000 0.001 0.000 abc.py:148(subclasscheck) 2029 0.000 0.000 0.000 0.000 {chr} 1 0.000 0.000 0.003 0.003 urls.py:17() 1 0.000 0.000 0.000 0.000 local.py:10() 17 0.000 0.000 0.000 0.000 {method 'search' of '_sre.SRE_Pattern' objects} 60 0.000 0.000 0.000 0.000 _weakrefset.py:36(init) 1 0.000 0.000 0.004 0.004 init.py:99() 1 0.000 0.000 0.004 0.004 _range.py:3() 10 0.000 0.000 0.001 0.000 compat.py:228(new) 1 0.000 0.000 0.000 0.000 loaders.py:10() 8 0.000 0.000 0.000 0.000 {dir} 1 0.000 0.000 0.001 0.001 util.py:10() 1 0.000 0.000 0.002 0.002 dml.py:10() 974 0.000 0.000 0.000 0.000 {method 'get' of 'dict' objects} 2 0.000 0.000 0.017 0.008 subprocess.py:880(_execute_child) 310 0.000 0.000 0.000 0.000 {hasattr} 62 0.000 0.000 0.002 0.000 functions.py:445(init) 45 0.000 0.000 0.001 0.000 {sorted} 51 0.000 0.000 0.005 0.000 deprecations.py:121(_dedent_docstring) 46 0.000 0.000 0.000 0.000 weakref.py:297(init) 1 0.000 0.000 0.004 0.004 lexer.py:16() 1 0.000 0.000 0.000 0.000 sessions.py:10() 29 0.000 0.000 0.001 0.000 langhelpers.py:884(init) 1 0.000 0.000 0.000 0.000 calendar.py:6() 41 0.000 0.000 0.010 0.000 legacy.py:145(_augment_fn_docs) 200 0.000 0.000 0.000 0.000 sre_compile.py:546(isstring) 1 0.000 0.000 0.001 0.001 _reloader.py:1() 1 0.000 0.000 0.001 0.001 scanner.py:2() 152 0.000 0.000 0.000 0.000 sre_parse.py:74(opengroup) 1 0.000 0.000 0.000 0.000 tz.py:6() 1 0.000 0.000 0.000 0.000 operators.py:11() 425 0.000 0.000 0.001 0.000 string.py:310(join) 599 0.000 0.000 0.000 0.000 legacy.py:56() 1 0.000 0.000 0.000 0.000 difflib.py:764(Differ) 184 0.000 0.000 0.000 0.000 {method 'match' of '_sre.SRE_Pattern' objects} 569 0.000 0.000 0.000 0.000 {setattr} 1 0.000 0.000 0.000 0.000 routing.py:483(Rule) 388/355 0.000 0.000 0.001 0.000 {issubclass} 46 0.000 0.000 0.000 0.000 sre_parse.py:227(isname) 1 0.000 0.000 0.001 0.001 repr.py:15() 1 0.000 0.000 0.000 0.000 _json.py:6() 42 0.000 0.000 0.000 0.000 re.py:208(escape) 1 0.000 0.000 0.002 0.002 decoder.py:2() 114 0.000 0.000 0.000 0.000 sre_parse.py:236(_class_escape) 1 0.000 0.000 0.001 0.001 sqltypes.py:1753(JSON) 1 0.000 0.000 0.000 0.000 mimetypes.py:24() 184 0.000 0.000 0.000 0.000 {method 'update' of 'dict' objects} 5 0.000 0.000 0.000 0.000 compat.py:215(with_metaclass) 1 0.000 0.000 0.000 0.000 opcode.py:5() 1 0.000 0.000 0.000 0.000 wrappers.py:1325(ETagRequestMixin) 1085 0.000 0.000 0.000 0.000 {ord} 100 0.000 0.000 0.001 0.000 sre_parse.py:189(init) 1 0.000 0.000 0.000 0.000 elements.py:494(ColumnElement) 1 0.000 0.000 0.000 0.000 hmac.py:4() 27 0.000 0.000 0.000 0.000 langhelpers.py:1230(new) 175 0.000 0.000 0.001 0.000 re.py:138(match) 192 0.000 0.000 0.000 0.000 inspect.py:67(ismethod) 234 0.000 0.000 0.000 0.000 inspect.py:142(isfunction) 1 0.000 0.000 0.000 0.000 environment.py:889(Template) 82 0.000 0.000 0.001 0.000 legacy.py:54(_indent) 1 0.000 0.000 0.000 0.000 init.py:262(_reset_cache) 1 0.000 0.000 0.000 0.000 security.py:10() 1 0.000 0.000 0.000 0.000 threadlocal.py:14() 5 0.000 0.000 0.000 0.000 ssl.py:115(_import_symbols) 1 0.000 0.000 0.000 0.000 _endian.py:1() 85 0.000 0.000 0.001 0.000 {all} 635 0.000 0.000 0.000 0.000 {method 'extend' of 'list' objects} 1 0.000 0.000 0.000 0.000 init.py:198(DebuggedApplication) 1 0.000 0.000 0.004 0.004 init.py:134(go) 1 0.000 0.000 0.000 0.000 parser.py:10() 876 0.000 0.000 0.000 0.000 {method 'strip' of 'str' objects} 192 0.000 0.000 0.000 0.000 :8(new__) 1 0.000 0.000 0.000 0.000 schema.py:2776(ForeignKeyConstraint) 2 0.000 0.000 0.000 0.000 {_ctypes.dlopen} 1 0.000 0.000 0.000 0.000 registry.py:16() 330 0.000 0.000 0.000 0.000 {method 'add' of 'set' objects} 1 0.000 0.000 0.000 0.000 threading.py:1081(init) 332 0.000 0.000 0.000 0.000 sre_parse.py:145(setitem) 3 0.000 0.000 0.000 0.000 {method 'clear' of 'dict' objects} 117 0.000 0.000 0.000 0.000 legacy.py:64() 19 0.000 0.000 0.000 0.000 datastructures.py:55(setviewmethod) 115 0.000 0.000 0.000 0.000 {repr} 4 0.000 0.000 0.001 0.000 langhelpers.py:1378(init) 100 0.000 0.000 0.000 0.000 sre_parse.py:67(init) 3 0.000 0.000 0.000 0.000 init.py:75(CFUNCTYPE) 192 0.000 0.000 0.000 0.000 inspect.py:208(iscode) 112 0.000 0.000 0.000 0.000 init.py:142() 6 0.000 0.000 0.005 0.001 app.py:960(add_url_rule) 2 0.000 0.000 0.000 0.000 init.py:346(init) 1 0.000 0.000 0.000 0.000 idtracking.py:1() 1 0.000 0.000 0.055 0.055 util.py:237(_findSoname_ldconfig) 49 0.000 0.000 0.000 0.000 _weakrefset.py:58(iter) 1 0.000 0.000 0.000 0.000 parser.py:17() 59 0.000 0.000 0.002 0.000 re.py:148(sub) 1 0.000 0.000 0.000 0.000 config.py:10() 11 0.000 0.000 0.005 0.000 deprecations.py:98(_decorate_with_warning) 276 0.000 0.000 0.000 0.000 sre_parse.py:221(isident) 2 0.000 0.000 0.000 0.000 {cPickle.dumps} 1 0.000 0.000 0.000 0.000 _saferef.py:35() 1 0.000 0.000 0.002 0.002 difflib.py:27() 152 0.000 0.000 0.000 0.000 sre_parse.py:85(closegroup) 1 0.000 0.000 0.000 0.000 datastructures.py:2470(WWWAuthenticate) 1 0.000 0.000 0.000 0.000 exceptions.py:647(_find_exceptions) 1 0.000 0.000 0.000 0.000 app.py:68(Flask) 1 0.000 0.000 0.000 0.000 wrappers.py:10() 81 0.000 0.000 0.000 0.000 langhelpers.py:756(init) 14 0.000 0.000 0.000 0.000 init.py:144(_check_size) 24 0.000 0.000 0.017 0.001 {map} 121 0.000 0.000 0.000 0.000 {method 'items' of 'dict' objects} 1 0.000 0.000 0.000 0.000 visitor.py:10() 6 0.000 0.000 0.004 0.001 routing.py:698(compile) 207 0.000 0.000 0.000 0.000 inspect.py:51(ismodule) 1 0.000 0.000 0.000 0.000 calendar.py:537(LocaleHTMLCalendar) 1 0.000 0.000 0.000 0.000 ctx.py:10() 1 0.000 0.000 0.001 0.001 encoder.py:2() 1 0.000 0.000 0.000 0.000 SocketServer.py:120() 183 0.000 0.000 0.000 0.000 {method 'replace' of 'str' objects} 198 0.000 0.000 0.000 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[greenmoss]

Excellent! Now you can sort by cumulative time for #39 and figure out why it takes so long.