Hi - I have a request that's sometimes taking more than 1000 mcycles,
and I'd like to use the profiler to figure out what's taking so long.
I implemented the profiling successfully, but the output doesn't help
me too much because I can't match a lot of the function names up with
parts of the API.  For instance, what is
google3.apphosting.runtime._apphosting_runtime___python__apiproxy.Wait ?

Anyone got any insight they can lend into the below profile?

Thanks,
Ben



Profile data:
         75037 function calls (70686 primitive calls) in 0.341 CPU
seconds

   Ordered by: internal time
   List reduced from 699 to 80 due to restriction <80>

   ncalls  tottime  percall  cumtime  percall
filename:lineno(function)
       15    0.171    0.011    0.186    0.012
{google3.apphosting.runtime._apphosting_runtime___python__apiproxy.Wait}
      252    0.022    0.000    0.022    0.000 {method '__reduce_ex__'
of 'object' objects}
   2575/3    0.015    0.000    0.086    0.029 /base/python_dist/lib/
python2.5/pickle.py:263(save)
   439/58    0.007    0.000    0.015    0.000
{google3.net.proto._net_proto___parse__python.MergeFromString}
     1305    0.006    0.000    0.012    0.000 /base/python_dist/lib/
python2.5/pickle.py:221(memoize)
   247/42    0.005    0.000    0.077    0.002 /base/python_dist/lib/
python2.5/pickle.py:649(_batch_setitems)
   252/47    0.003    0.000    0.080    0.002 /base/python_dist/lib/
python2.5/pickle.py:339(save_reduce)
     5127    0.003    0.000    0.003    0.000 {method 'get' of 'dict'
objects}
       11    0.003    0.000    0.022    0.002 /base/python_dist/lib/
python2.5/pickle.py:839(load)
     4551    0.003    0.000    0.003    0.000 {len}
       22    0.003    0.000    0.003    0.000 /base/python_lib/
versions/1/google/appengine/datastore/entity_pb.py:3477(__init__)
   182/91    0.002    0.000    0.003    0.000
{google3.net.proto._net_proto___parse__python.Encode}
     5357    0.002    0.000    0.002    0.000 {id}
     4910    0.002    0.000    0.002    0.000 {method 'read' of
'cStringIO.StringO' objects}
       29    0.002    0.000    0.002    0.000 {__import__}
       21    0.002    0.000    0.004    0.000 /base/python_lib/
versions/1/django/utils/html.py:53(urlize)
     4563    0.002    0.000    0.002    0.000 {method 'write' of
'cStringIO.StringO' objects}
     1305    0.002    0.000    0.003    0.000 /base/python_dist/lib/
python2.5/pickle.py:244(put)
      246    0.002    0.000    0.003    0.000 /base/python_dist/lib/
python2.5/pickle.py:1253(encode_long)
       15    0.002    0.000    0.002    0.000
{google3.apphosting.runtime._apphosting_runtime___python__apiproxy.MakeCall}
       22    0.002    0.000    0.012    0.001 /base/python_lib/
versions/1/google/appengine/api/datastore.py:502(_FromPb)
     1155    0.002    0.000    0.002    0.000 /base/python_dist/lib/
python2.5/struct.py:54(pack)
  978/861    0.002    0.000    0.002    0.000 {getattr}
      287    0.001    0.000    0.006    0.000 /base/python_dist/lib/
python2.5/pickle.py:486(save_unicode)
       21    0.001    0.000    0.005    0.000 /base/python_lib/
versions/1/django/template/defaultfilters.py:198(urlizetrunc)
      252    0.001    0.000    0.004    0.000 /base/python_lib/
versions/1/google/appengine/api/datastore_types.py:
1012(ValidateProperty)
      602    0.001    0.000    0.001    0.000 {method 'encode' of
'unicode' objects}
      375    0.001    0.000    0.005    0.000 /base/python_dist/lib/
python2.5/pickle.py:474(save_string)
   206/42    0.001    0.000    0.078    0.002 /base/python_dist/lib/
python2.5/pickle.py:634(save_dict)
     1798    0.001    0.000    0.001    0.000 {chr}
       21    0.001    0.000    0.002    0.000 /base/python_lib/
versions/1/django/template/defaultfilters.py:438(timesince)
   439/58    0.001    0.000    0.016    0.000 /base/python_lib/
versions/1/google/net/proto/ProtocolBuffer.py:61(MergeFromString)
      148    0.001    0.000    0.003    0.000 /base/python_lib/
versions/1/django/template/__init__.py:617(resolve_variable)
     3375    0.001    0.000    0.001    0.000 {method 'append' of
'list' objects}
      655    0.001    0.000    0.001    0.000 {built-in method match}
       14    0.001    0.000    0.001    0.000 {method 'clear' of
'dict' objects}
      505    0.001    0.000    0.003    0.000 /base/python_dist/lib/
python2.5/pickle.py:1166(load_long_binput)
     1948    0.001    0.000    0.001    0.000 {isinstance}
      737    0.001    0.000    0.002    0.000 /base/python_dist/lib/
python2.5/pickle.py:254(get)
       82    0.001    0.000    0.008    0.000 /base/python_dist/lib/
python2.5/pickle.py:684(save_inst)
     1154    0.001    0.000    0.001    0.000 {repr}
      252    0.001    0.000    0.004    0.000 /base/python_dist/lib/
python2.5/pickle.py:526(save_tuple)
      301    0.001    0.000    0.002    0.000 /base/python_lib/
versions/1/google/appengine/api/datastore_types.py:77(ValidateString)
      246    0.001    0.000    0.004    0.000 /base/python_dist/lib/
python2.5/pickle.py:455(save_long)
      124    0.001    0.000    0.003    0.000 /base/python_lib/
versions/1/google/appengine/api/datastore_types.py:
1299(FromPropertyPb)
     2575    0.001    0.000    0.001    0.000 /base/python_dist/lib/
python2.5/pickle.py:327(persistent_id)
      732    0.001    0.000    0.001    0.000 /base/python_dist/lib/
python2.5/struct.py:77(unpack)
      333    0.001    0.000    0.001    0.000 /base/python_dist/lib/
python2.5/pickle.py:1161(load_binput)
      173    0.001    0.000    0.001    0.000 /base/python_lib/
versions/1/google/appengine/datastore/entity_pb.py:2512(add_element)
      321    0.001    0.000    0.001    0.000 /base/python_dist/lib/
python2.5/pickle.py:982(load_short_binstring)
      980    0.001    0.000    0.001    0.000 {method 'startswith' of
'unicode' objects}
      147    0.001    0.000    0.001    0.000 /base/python_dist/lib/
python2.5/pickle.py:977(load_binunicode)
       21    0.001    0.000    0.001    0.000 /base/python_lib/
versions/1/django/utils/timesince.py:5(timesince)
      335    0.001    0.000    0.001    0.000 {hasattr}
      147    0.001    0.000    0.003    0.000 /base/python_dist/lib/
python2.5/pickle.py:1204(load_build)
      106    0.001    0.000    0.001    0.000 /base/python_lib/
versions/1/google/appengine/api/datastore_types.py:275(id)
        1    0.001    0.001    0.014    0.014 /base/python_lib/
versions/1/django/template/defaulttags.py:85(render)
      127    0.001    0.000    0.011    0.000 /base/python_lib/
versions/1/django/template/__init__.py:561(resolve)
       44    0.001    0.000    0.003    0.000 /base/python_dist/lib/
python2.5/pickle.py:1194(load_setitems)
       22    0.001    0.000    0.001    0.000 /base/python_lib/
versions/1/google/appengine/ext/db/__init__.py:
889(_load_entity_values)
      231    0.001    0.000    0.001    0.000 {_codecs.utf_8_decode}
      374    0.000    0.000    0.001    0.000 /base/python_lib/
versions/1/google/appengine/datastore/entity_pb.py:1727(IsInitialized)
      255    0.000    0.000    0.000    0.000 {issubclass}
      231    0.000    0.000    0.001    0.000 {method 'decode' of
'str' objects}
   114/69    0.000    0.000    0.003    0.000 /base/python_lib/
versions/1/google/net/proto/ProtocolBuffer.py:171(CopyFrom)
      498    0.000    0.000    0.001    0.000 /base/python_lib/
versions/1/google/appengine/datastore/entity_pb.py:762(IsInitialized)
       19    0.000    0.000    0.001    0.000 /base/python_lib/
versions/1/google/appengine/api/datastore_types.py:439(__cmp__)
   182/91    0.000    0.000    0.003    0.000 /base/python_lib/
versions/1/google/net/proto/ProtocolBuffer.py:45(Encode)
      198    0.000    0.000    0.001    0.000 /base/python_dist/lib/
python2.5/pickle.py:1147(load_binget)
       15    0.000    0.000    0.004    0.000 /base/python_lib/
versions/1/google/appengine/runtime/apiproxy.py:114(MakeCall)
      126    0.000    0.000    0.001    0.000 /base/python_dist/lib/
python2.5/pickle.py:1319(decode_long)
      151    0.000    0.000    0.002    0.000 /base/python_lib/
versions/1/google/appengine/datastore/entity_pb.py:2797(__init__)
      242    0.000    0.000    0.001    0.000 /base/python_lib/
versions/1/google/appengine/datastore/entity_pb.py:2555(IsInitialized)
      126    0.000    0.000    0.003    0.000 /base/python_lib/
versions/1/google/appengine/api/datastore.py:342(__setitem__)
        1    0.000    0.000    0.000    0.000 {open}
     23/1    0.000    0.000    0.014    0.014 /base/python_lib/
versions/1/django/template/__init__.py:701(render)
      126    0.000    0.000    0.001    0.000 /base/python_dist/lib/
python2.5/pickle.py:935(load_long1)
        1    0.000    0.000    0.000    0.000 {method 'read' of
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