| 123456789101112131415161718192021222324252627282930313233343536373839404142434445464748495051525354555657585960616263646566676869707172737475767778798081828384858687888990919293949596979899100101102103104105106107108109110111112113114115116117118119120121122123124125126127128129130131132133134135136137138139140141142143144145146147148149150151152153154155156157158159160161162163164165166167168169170171172173174175176177178179180181182183184185186187188189190191192193194195196197198199200201202203204205206207208209210211212213214215216217218219220221222223224225226227228229230231232233234235236237238239240241242243244245246247248249250251252253254255256257258259260261262263264265266267268269270271272273274275276277278279280281282283284285286287288289290291292293294295296297298299300301302303304305306307308309310311312313314315316317318319320321322323324325326327328329330331332333334335336337338339340341342343344345346347348349350351352353354355356357358359360361362363364365366367368369370371372373374375376377378379380381382383384385386387388389390391392393394395396397398399400401402403404405406407408409410411412413414415416417418419420421422423424425426427428429430431432433434435436437438439440441442443444445446447448449450451452453454455456457458459460461462463464465466467468469470471472473474475476477478479480481482483484485486487488489490491492493494495496497498499500501502503504505506507508509510511512513514515516517518519520521522523524525526527528529530531532533534535536537538539540541542543544545546547548549550551552553554555556557558559560561562563564565566567568569570571572573574575576577578579580581582583584585586587588589590591592593594595596597598599600601602603604605606607608609610611612613614615616617618619620621622623624625626627628629630631632633634635636637638639640641642643644645646647648649650651652653654655656657658659660661662663664665666667668669670671672673674675676677678679680681682683684685686687688689690691692693694695696697698699700701702703704705706707708709710711712713714715716717718719720721722723724725726727728729730731732733734735736737738739740741742743744745746747748749750751752753754755756757758759760761762763764765766767768769770771772773774775776777778779780781782783784785786787788789790791792793794795796797798799800801802803804805806807808809810811812813814815816817818819820821822823824825826827828829830831832833834835836837838839840841842843844845846847848849850851852853854855856857858859860861862863864865866867868869870871872873874875876877878879880881882883884885886887888889890891892893894895896897898899900901902903904905906907908909910911912913914915916917918919920921922923924925926927928929930931932933934935936937938939940941942943944945946947948949950951952953954955956957958959960961962963964965966967968969970971972973974975976977978979980981982983984985986987988989990991992993994995996997998999100010011002100310041005100610071008100910101011101210131014101510161017101810191020102110221023102410251026102710281029103010311032103310341035103610371038103910401041104210431044104510461047104810491050105110521053105410551056105710581059106010611062106310641065106610671068106910701071107210731074107510761077 | # Copyright 2016 gRPC authors.## Licensed under the Apache License, Version 2.0 (the "License");# you may not use this file except in compliance with the License.# You may obtain a copy of the License at##     http://www.apache.org/licenses/LICENSE-2.0## Unless required by applicable law or agreed to in writing, software# distributed under the License is distributed on an "AS IS" BASIS,# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.# See the License for the specific language governing permissions and# limitations under the License.# performance scenario configuration for various languagesimport mathWARMUP_SECONDS=5JAVA_WARMUP_SECONDS=15  # Java needs more warmup time for JIT to kick in.BENCHMARK_SECONDS=30SMOKETEST='smoketest'SCALABLE='scalable'SWEEP='sweep'DEFAULT_CATEGORIES=[SCALABLE, SMOKETEST]SECURE_SECARGS = {'use_test_ca': True,                  'server_host_override': 'foo.test.google.fr'}HISTOGRAM_PARAMS = {  'resolution': 0.01,  'max_possible': 60e9,}# target number of RPCs outstanding on across all client channels in# non-ping-pong tests (since we can only specify per-channel numbers, the# actual target will be slightly higher)OUTSTANDING_REQUESTS={    'async': 6400,    'async-limited': 800,    'sync': 1000}# wide is the number of client channels in multi-channel tests (1 otherwise)WIDE=64def _get_secargs(is_secure):  if is_secure:    return SECURE_SECARGS  else:    return Nonedef remove_nonproto_fields(scenario):  """Remove special-purpose that contains some extra info about the scenario  but don't belong to the ScenarioConfig protobuf message"""  scenario.pop('CATEGORIES', None)  scenario.pop('CLIENT_LANGUAGE', None)  scenario.pop('SERVER_LANGUAGE', None)  scenario.pop('EXCLUDED_POLL_ENGINES', None)  return scenariodef geometric_progression(start, stop, step):  n = start  while n < stop:    yield int(round(n))    n *= stepdef _payload_type(use_generic_payload, req_size, resp_size):    r = {}    sizes = {      'req_size': req_size,      'resp_size': resp_size,    }    if use_generic_payload:        r['bytebuf_params'] = sizes    else:        r['simple_params'] = sizes    return rdef _load_params(offered_load):    r = {}    if offered_load is None:        r['closed_loop'] = {}    else:        load = {}        load['offered_load'] = offered_load        r['poisson'] = load    return rdef _add_channel_arg(config, key, value):  if 'channel_args' in config:    channel_args = config['channel_args']  else:    channel_args = []    config['channel_args'] = channel_args  arg = {'name': key}  if isinstance(value, int):    arg['int_value'] = value  else:    arg['str_value'] = value  channel_args.append(arg)def _ping_pong_scenario(name, rpc_type,                        client_type, server_type,                        secure=True,                        use_generic_payload=False,                        req_size=0,                        resp_size=0,                        unconstrained_client=None,                        client_language=None,                        server_language=None,                        async_server_threads=0,                        server_threads_per_cq=0,                        client_threads_per_cq=0,                        warmup_seconds=WARMUP_SECONDS,                        categories=DEFAULT_CATEGORIES,                        channels=None,                        outstanding=None,                        num_clients=None,                        resource_quota_size=None,                        messages_per_stream=None,                        excluded_poll_engines=[],                        minimal_stack=False,                        offered_load=None):  """Creates a basic ping pong scenario."""  scenario = {    'name': name,    'num_servers': 1,    'num_clients': 1,    'spawn_local_worker_count': -2,    'client_config': {      'client_type': client_type,      'security_params': _get_secargs(secure),      'outstanding_rpcs_per_channel': 1,      'client_channels': 1,      'async_client_threads': 1,      'threads_per_cq': client_threads_per_cq,      'rpc_type': rpc_type,      'histogram_params': HISTOGRAM_PARAMS,      'channel_args': [],    },    'server_config': {      'server_type': server_type,      'security_params': _get_secargs(secure),      'async_server_threads': async_server_threads,      'threads_per_cq': server_threads_per_cq,      'channel_args': [],    },    'warmup_seconds': warmup_seconds,    'benchmark_seconds': BENCHMARK_SECONDS  }  if resource_quota_size:    scenario['server_config']['resource_quota_size'] = resource_quota_size  if use_generic_payload:    if server_type != 'ASYNC_GENERIC_SERVER':      raise Exception('Use ASYNC_GENERIC_SERVER for generic payload.')    scenario['server_config']['payload_config'] = _payload_type(use_generic_payload, req_size, resp_size)  scenario['client_config']['payload_config'] = _payload_type(use_generic_payload, req_size, resp_size)  # Optimization target of 'throughput' does not work well with epoll1 polling  # engine. Use the default value of 'blend'  optimization_target = 'throughput'  if unconstrained_client:    outstanding_calls = outstanding if outstanding is not None else OUTSTANDING_REQUESTS[unconstrained_client]    # clamp buffer usage to something reasonable (16 gig for now)    MAX_MEMORY_USE = 16 * 1024 * 1024 * 1024    if outstanding_calls * max(req_size, resp_size) > MAX_MEMORY_USE:        outstanding_calls = max(1, MAX_MEMORY_USE / max(req_size, resp_size))    wide = channels if channels is not None else WIDE    deep = int(math.ceil(1.0 * outstanding_calls / wide))    scenario['num_clients'] = num_clients if num_clients is not None else 0  # use as many clients as available.    scenario['spawn_local_worker_count'] = -1 - scenario['num_clients']    scenario['client_config']['outstanding_rpcs_per_channel'] = deep    scenario['client_config']['client_channels'] = wide    scenario['client_config']['async_client_threads'] = 0    if offered_load is not None:        optimization_target = 'latency'  else:    scenario['client_config']['outstanding_rpcs_per_channel'] = 1    scenario['client_config']['client_channels'] = 1    scenario['client_config']['async_client_threads'] = 1    optimization_target = 'latency'  scenario['client_config']['load_params'] = _load_params(offered_load)  optimization_channel_arg = {    'name': 'grpc.optimization_target',    'str_value': optimization_target  }  scenario['client_config']['channel_args'].append(optimization_channel_arg)  scenario['server_config']['channel_args'].append(optimization_channel_arg)  if minimal_stack:    _add_channel_arg(scenario['client_config'], 'grpc.minimal_stack', 1)    _add_channel_arg(scenario['server_config'], 'grpc.minimal_stack', 1)  if messages_per_stream:    scenario['client_config']['messages_per_stream'] = messages_per_stream  if client_language:    # the CLIENT_LANGUAGE field is recognized by run_performance_tests.py    scenario['CLIENT_LANGUAGE'] = client_language  if server_language:    # the SERVER_LANGUAGE field is recognized by run_performance_tests.py    scenario['SERVER_LANGUAGE'] = server_language  if categories:    scenario['CATEGORIES'] = categories  if len(excluded_poll_engines):    # The polling engines for which this scenario is excluded    scenario['EXCLUDED_POLL_ENGINES'] = excluded_poll_engines  return scenarioclass CXXLanguage:  def __init__(self):    self.safename = 'cxx'  def worker_cmdline(self):    return ['bins/opt/qps_worker']  def worker_port_offset(self):    return 0  def scenarios(self):    # TODO(ctiller): add 70% load latency test    yield _ping_pong_scenario(      'cpp_protobuf_async_unary_1channel_100rpcs_1MB', rpc_type='UNARY',      client_type='ASYNC_CLIENT', server_type='ASYNC_SERVER',      req_size=1024*1024, resp_size=1024*1024,      unconstrained_client='async', outstanding=100, channels=1,      num_clients=1,      secure=False,      categories=[SMOKETEST] + [SCALABLE])    yield _ping_pong_scenario(      'cpp_protobuf_async_streaming_from_client_1channel_1MB', rpc_type='STREAMING_FROM_CLIENT',      client_type='ASYNC_CLIENT', server_type='ASYNC_SERVER',      req_size=1024*1024, resp_size=1024*1024,      unconstrained_client='async', outstanding=1, channels=1,      num_clients=1,      secure=False,      categories=[SMOKETEST] + [SCALABLE])    yield _ping_pong_scenario(       'cpp_protobuf_async_unary_75Kqps_600channel_60Krpcs_300Breq_50Bresp',       rpc_type='UNARY', client_type='ASYNC_CLIENT', server_type='ASYNC_SERVER',       req_size=300, resp_size=50,       unconstrained_client='async', outstanding=30000, channels=300,       offered_load=37500, num_clients=2, secure=False,       async_server_threads=16, server_threads_per_cq=16,       categories=[SMOKETEST] + [SCALABLE])    for secure in [True, False]:      secstr = 'secure' if secure else 'insecure'      smoketest_categories = ([SMOKETEST] if secure else []) + [SCALABLE]      yield _ping_pong_scenario(          'cpp_generic_async_streaming_ping_pong_%s' % secstr,          rpc_type='STREAMING',          client_type='ASYNC_CLIENT',          server_type='ASYNC_GENERIC_SERVER',          use_generic_payload=True, async_server_threads=1,          secure=secure,          categories=smoketest_categories)      yield _ping_pong_scenario(          'cpp_generic_async_streaming_qps_unconstrained_%s' % secstr,          rpc_type='STREAMING',          client_type='ASYNC_CLIENT',          server_type='ASYNC_GENERIC_SERVER',          unconstrained_client='async', use_generic_payload=True,          secure=secure,          minimal_stack=not secure,          categories=smoketest_categories+[SCALABLE])      for mps in geometric_progression(1, 20, 10):        yield _ping_pong_scenario(            'cpp_generic_async_streaming_qps_unconstrained_%smps_%s' % (mps, secstr),            rpc_type='STREAMING',            client_type='ASYNC_CLIENT',            server_type='ASYNC_GENERIC_SERVER',            unconstrained_client='async', use_generic_payload=True,            secure=secure, messages_per_stream=mps,            minimal_stack=not secure,            categories=smoketest_categories+[SCALABLE])      for mps in geometric_progression(1, 200, math.sqrt(10)):        yield _ping_pong_scenario(            'cpp_generic_async_streaming_qps_unconstrained_%smps_%s' % (mps, secstr),            rpc_type='STREAMING',            client_type='ASYNC_CLIENT',            server_type='ASYNC_GENERIC_SERVER',            unconstrained_client='async', use_generic_payload=True,            secure=secure, messages_per_stream=mps,            minimal_stack=not secure,            categories=[SWEEP])      yield _ping_pong_scenario(          'cpp_generic_async_streaming_qps_1channel_1MBmsg_%s' % secstr,          rpc_type='STREAMING',          req_size=1024*1024,          resp_size=1024*1024,          client_type='ASYNC_CLIENT',          server_type='ASYNC_GENERIC_SERVER',          unconstrained_client='async', use_generic_payload=True,          secure=secure,          minimal_stack=not secure,          categories=smoketest_categories+[SCALABLE],          channels=1, outstanding=100)      yield _ping_pong_scenario(          'cpp_generic_async_streaming_qps_unconstrained_64KBmsg_%s' % secstr,          rpc_type='STREAMING',          req_size=64*1024,          resp_size=64*1024,          client_type='ASYNC_CLIENT',          server_type='ASYNC_GENERIC_SERVER',          unconstrained_client='async', use_generic_payload=True,          secure=secure,          minimal_stack=not secure,          categories=smoketest_categories+[SCALABLE])      # TODO(https://github.com/grpc/grpc/issues/11500) Re-enable this test      #yield _ping_pong_scenario(      #    'cpp_generic_async_streaming_qps_unconstrained_1cq_%s' % secstr,      #    rpc_type='STREAMING',      #    client_type='ASYNC_CLIENT',      #    server_type='ASYNC_GENERIC_SERVER',      #    unconstrained_client='async-limited', use_generic_payload=True,      #    secure=secure,      #    client_threads_per_cq=1000000, server_threads_per_cq=1000000,      #    categories=smoketest_categories+[SCALABLE])      yield _ping_pong_scenario(          'cpp_generic_async_streaming_qps_unconstrained_2waysharedcq_%s' % secstr,          rpc_type='STREAMING',          client_type='ASYNC_CLIENT',          server_type='ASYNC_GENERIC_SERVER',          unconstrained_client='async', use_generic_payload=True,          secure=secure,          client_threads_per_cq=2, server_threads_per_cq=2,          categories=smoketest_categories+[SCALABLE])      #yield _ping_pong_scenario(      #    'cpp_protobuf_async_streaming_qps_unconstrained_1cq_%s' % secstr,      #    rpc_type='STREAMING',      #    client_type='ASYNC_CLIENT',      #    server_type='ASYNC_SERVER',      #    unconstrained_client='async-limited',      #    secure=secure,      #    client_threads_per_cq=1000000, server_threads_per_cq=1000000,      #    categories=smoketest_categories+[SCALABLE])      yield _ping_pong_scenario(          'cpp_protobuf_async_streaming_qps_unconstrained_2waysharedcq_%s' % secstr,          rpc_type='STREAMING',          client_type='ASYNC_CLIENT',          server_type='ASYNC_SERVER',          unconstrained_client='async',          secure=secure,          client_threads_per_cq=2, server_threads_per_cq=2,          categories=smoketest_categories+[SCALABLE])      #yield _ping_pong_scenario(      #    'cpp_protobuf_async_unary_qps_unconstrained_1cq_%s' % secstr,      #    rpc_type='UNARY',      #    client_type='ASYNC_CLIENT',      #    server_type='ASYNC_SERVER',      #    unconstrained_client='async-limited',      #    secure=secure,      #    client_threads_per_cq=1000000, server_threads_per_cq=1000000,      #    categories=smoketest_categories+[SCALABLE])      yield _ping_pong_scenario(          'cpp_protobuf_async_unary_qps_unconstrained_2waysharedcq_%s' % secstr,          rpc_type='UNARY',          client_type='ASYNC_CLIENT',          server_type='ASYNC_SERVER',          unconstrained_client='async',          secure=secure,          client_threads_per_cq=2, server_threads_per_cq=2,          categories=smoketest_categories+[SCALABLE])      yield _ping_pong_scenario(          'cpp_generic_async_streaming_qps_one_server_core_%s' % secstr,          rpc_type='STREAMING',          client_type='ASYNC_CLIENT',          server_type='ASYNC_GENERIC_SERVER',          unconstrained_client='async-limited', use_generic_payload=True,          async_server_threads=1,          minimal_stack=not secure,          secure=secure)      yield _ping_pong_scenario(          'cpp_protobuf_async_client_sync_server_unary_qps_unconstrained_%s' %          (secstr),          rpc_type='UNARY',          client_type='ASYNC_CLIENT',          server_type='SYNC_SERVER',          unconstrained_client='async',          secure=secure,          minimal_stack=not secure,          categories=smoketest_categories + [SCALABLE],          excluded_poll_engines = ['poll-cv'])      yield _ping_pong_scenario(          'cpp_protobuf_async_client_unary_1channel_64wide_128Breq_8MBresp_%s' %          (secstr),          rpc_type='UNARY',          client_type='ASYNC_CLIENT',          server_type='ASYNC_SERVER',          channels=1,          outstanding=64,          req_size=128,          resp_size=8*1024*1024,          secure=secure,          minimal_stack=not secure,          categories=smoketest_categories + [SCALABLE])      yield _ping_pong_scenario(          'cpp_protobuf_async_client_sync_server_streaming_qps_unconstrained_%s' % secstr,          rpc_type='STREAMING',          client_type='ASYNC_CLIENT',          server_type='SYNC_SERVER',          unconstrained_client='async',          secure=secure,          minimal_stack=not secure,          categories=smoketest_categories+[SCALABLE],          excluded_poll_engines = ['poll-cv'])      yield _ping_pong_scenario(        'cpp_protobuf_async_unary_ping_pong_%s_1MB' % secstr, rpc_type='UNARY',        client_type='ASYNC_CLIENT', server_type='ASYNC_SERVER',        req_size=1024*1024, resp_size=1024*1024,        secure=secure,        minimal_stack=not secure,        categories=smoketest_categories + [SCALABLE])      for rpc_type in ['unary', 'streaming', 'streaming_from_client', 'streaming_from_server']:        for synchronicity in ['sync', 'async']:          yield _ping_pong_scenario(              'cpp_protobuf_%s_%s_ping_pong_%s' % (synchronicity, rpc_type, secstr),              rpc_type=rpc_type.upper(),              client_type='%s_CLIENT' % synchronicity.upper(),              server_type='%s_SERVER' % synchronicity.upper(),              async_server_threads=1,              minimal_stack=not secure,              secure=secure)          for size in geometric_progression(1, 1024*1024*1024+1, 8):              yield _ping_pong_scenario(                  'cpp_protobuf_%s_%s_qps_unconstrained_%s_%db' % (synchronicity, rpc_type, secstr, size),                  rpc_type=rpc_type.upper(),                  req_size=size,                  resp_size=size,                  client_type='%s_CLIENT' % synchronicity.upper(),                  server_type='%s_SERVER' % synchronicity.upper(),                  unconstrained_client=synchronicity,                  secure=secure,                  minimal_stack=not secure,                  categories=[SWEEP])          yield _ping_pong_scenario(              'cpp_protobuf_%s_%s_qps_unconstrained_%s' % (synchronicity, rpc_type, secstr),              rpc_type=rpc_type.upper(),              client_type='%s_CLIENT' % synchronicity.upper(),              server_type='%s_SERVER' % synchronicity.upper(),              unconstrained_client=synchronicity,              secure=secure,              minimal_stack=not secure,              server_threads_per_cq=3,              client_threads_per_cq=3,              categories=smoketest_categories+[SCALABLE])          # TODO(vjpai): Re-enable this test. It has a lot of timeouts          # and hasn't yet been conclusively identified as a test failure          # or race in the library          # yield _ping_pong_scenario(          #     'cpp_protobuf_%s_%s_qps_unconstrained_%s_500kib_resource_quota' % (synchronicity, rpc_type, secstr),          #     rpc_type=rpc_type.upper(),          #     client_type='%s_CLIENT' % synchronicity.upper(),          #     server_type='%s_SERVER' % synchronicity.upper(),          #     unconstrained_client=synchronicity,          #     secure=secure,          #     categories=smoketest_categories+[SCALABLE],          #     resource_quota_size=500*1024)          if rpc_type == 'streaming':            for mps in geometric_progression(1, 20, 10):              yield _ping_pong_scenario(                  'cpp_protobuf_%s_%s_qps_unconstrained_%smps_%s' % (synchronicity, rpc_type, mps, secstr),                  rpc_type=rpc_type.upper(),                  client_type='%s_CLIENT' % synchronicity.upper(),                  server_type='%s_SERVER' % synchronicity.upper(),                  unconstrained_client=synchronicity,                  secure=secure, messages_per_stream=mps,                  minimal_stack=not secure,                  categories=smoketest_categories+[SCALABLE])            for mps in geometric_progression(1, 200, math.sqrt(10)):              yield _ping_pong_scenario(                  'cpp_protobuf_%s_%s_qps_unconstrained_%smps_%s' % (synchronicity, rpc_type, mps, secstr),                  rpc_type=rpc_type.upper(),                  client_type='%s_CLIENT' % synchronicity.upper(),                  server_type='%s_SERVER' % synchronicity.upper(),                  unconstrained_client=synchronicity,                  secure=secure, messages_per_stream=mps,                  minimal_stack=not secure,                  categories=[SWEEP])          for channels in geometric_progression(1, 20000, math.sqrt(10)):            for outstanding in geometric_progression(1, 200000, math.sqrt(10)):                if synchronicity == 'sync' and outstanding > 1200: continue                if outstanding < channels: continue                yield _ping_pong_scenario(                    'cpp_protobuf_%s_%s_qps_unconstrained_%s_%d_channels_%d_outstanding' % (synchronicity, rpc_type, secstr, channels, outstanding),                    rpc_type=rpc_type.upper(),                    client_type='%s_CLIENT' % synchronicity.upper(),                    server_type='%s_SERVER' % synchronicity.upper(),                    unconstrained_client=synchronicity, secure=secure,                    minimal_stack=not secure,                    categories=[SWEEP], channels=channels, outstanding=outstanding)  def __str__(self):    return 'c++'class CSharpLanguage:  def __init__(self):    self.safename = str(self)  def worker_cmdline(self):    return ['tools/run_tests/performance/run_worker_csharp.sh']  def worker_port_offset(self):    return 100  def scenarios(self):    yield _ping_pong_scenario(        'csharp_generic_async_streaming_ping_pong', rpc_type='STREAMING',        client_type='ASYNC_CLIENT', server_type='ASYNC_GENERIC_SERVER',        use_generic_payload=True,        categories=[SMOKETEST, SCALABLE])    yield _ping_pong_scenario(        'csharp_generic_async_streaming_ping_pong_insecure_1MB', rpc_type='STREAMING',        client_type='ASYNC_CLIENT', server_type='ASYNC_GENERIC_SERVER',        req_size=1024*1024, resp_size=1024*1024,        use_generic_payload=True,        secure=False,        categories=[SMOKETEST, SCALABLE])    yield _ping_pong_scenario(        'csharp_generic_async_streaming_qps_unconstrained_insecure', rpc_type='STREAMING',        client_type='ASYNC_CLIENT', server_type='ASYNC_GENERIC_SERVER',        unconstrained_client='async', use_generic_payload=True,        secure=False,        categories=[SMOKETEST, SCALABLE])    yield _ping_pong_scenario(        'csharp_protobuf_async_streaming_ping_pong', rpc_type='STREAMING',        client_type='ASYNC_CLIENT', server_type='ASYNC_SERVER')    yield _ping_pong_scenario(        'csharp_protobuf_async_unary_ping_pong', rpc_type='UNARY',        client_type='ASYNC_CLIENT', server_type='ASYNC_SERVER',        categories=[SMOKETEST, SCALABLE])    yield _ping_pong_scenario(        'csharp_protobuf_sync_to_async_unary_ping_pong', rpc_type='UNARY',        client_type='SYNC_CLIENT', server_type='ASYNC_SERVER')    yield _ping_pong_scenario(        'csharp_protobuf_async_unary_qps_unconstrained', rpc_type='UNARY',        client_type='ASYNC_CLIENT', server_type='ASYNC_SERVER',        unconstrained_client='async',        categories=[SMOKETEST,SCALABLE])    yield _ping_pong_scenario(        'csharp_protobuf_async_streaming_qps_unconstrained', rpc_type='STREAMING',        client_type='ASYNC_CLIENT', server_type='ASYNC_SERVER',        unconstrained_client='async',        categories=[SCALABLE])    yield _ping_pong_scenario(        'csharp_to_cpp_protobuf_sync_unary_ping_pong', rpc_type='UNARY',        client_type='SYNC_CLIENT', server_type='SYNC_SERVER',        server_language='c++', async_server_threads=1,        categories=[SMOKETEST, SCALABLE])    yield _ping_pong_scenario(        'csharp_to_cpp_protobuf_async_streaming_ping_pong', rpc_type='STREAMING',        client_type='ASYNC_CLIENT', server_type='ASYNC_SERVER',        server_language='c++', async_server_threads=1)    yield _ping_pong_scenario(        'csharp_to_cpp_protobuf_async_unary_qps_unconstrained', rpc_type='UNARY',        client_type='ASYNC_CLIENT', server_type='ASYNC_SERVER',        unconstrained_client='async', server_language='c++',        categories=[SCALABLE])    yield _ping_pong_scenario(        'csharp_to_cpp_protobuf_sync_to_async_unary_qps_unconstrained', rpc_type='UNARY',        client_type='SYNC_CLIENT', server_type='ASYNC_SERVER',        unconstrained_client='sync', server_language='c++',        categories=[SCALABLE])    yield _ping_pong_scenario(        'cpp_to_csharp_protobuf_async_unary_qps_unconstrained', rpc_type='UNARY',        client_type='ASYNC_CLIENT', server_type='ASYNC_SERVER',        unconstrained_client='async', client_language='c++',        categories=[SCALABLE])    yield _ping_pong_scenario(        'csharp_protobuf_async_unary_ping_pong_1MB', rpc_type='UNARY',        client_type='ASYNC_CLIENT', server_type='ASYNC_SERVER',        req_size=1024*1024, resp_size=1024*1024,        categories=[SMOKETEST, SCALABLE])  def __str__(self):    return 'csharp'class NodeLanguage:  def __init__(self):    pass    self.safename = str(self)  def worker_cmdline(self):    return ['tools/run_tests/performance/run_worker_node.sh',            '--benchmark_impl=grpc']  def worker_port_offset(self):    return 200  def scenarios(self):    # TODO(jtattermusch): make this scenario work    yield _ping_pong_scenario(        'node_generic_streaming_ping_pong', rpc_type='STREAMING',        client_type='ASYNC_CLIENT', server_type='ASYNC_GENERIC_SERVER',        use_generic_payload=True)    yield _ping_pong_scenario(        'node_protobuf_streaming_ping_pong', rpc_type='STREAMING',        client_type='ASYNC_CLIENT', server_type='ASYNC_SERVER')    yield _ping_pong_scenario(        'node_protobuf_unary_ping_pong', rpc_type='UNARY',        client_type='ASYNC_CLIENT', server_type='ASYNC_SERVER',        categories=[SCALABLE, SMOKETEST])    yield _ping_pong_scenario(        'cpp_to_node_unary_ping_pong', rpc_type='UNARY',        client_type='ASYNC_CLIENT', server_type='ASYNC_SERVER',        client_language='c++')    yield _ping_pong_scenario(        'node_protobuf_unary_ping_pong_1MB', rpc_type='UNARY',        client_type='ASYNC_CLIENT', server_type='ASYNC_SERVER',        req_size=1024*1024, resp_size=1024*1024,        categories=[SCALABLE])    sizes = [('1B', 1), ('1KB', 1024), ('10KB', 10 * 1024),             ('1MB', 1024 * 1024), ('10MB', 10 * 1024 * 1024),             ('100MB', 100 * 1024 * 1024)]    for size_name, size in sizes:      for secure in (True, False):        yield _ping_pong_scenario(            'node_protobuf_unary_ping_pong_%s_resp_%s' %            (size_name, 'secure' if secure else 'insecure'),            rpc_type='UNARY',            client_type='ASYNC_CLIENT', server_type='ASYNC_SERVER',            req_size=0, resp_size=size,            secure=secure,            categories=[SCALABLE])    yield _ping_pong_scenario(        'node_protobuf_unary_qps_unconstrained', rpc_type='UNARY',        client_type='ASYNC_CLIENT', server_type='ASYNC_SERVER',        unconstrained_client='async',        categories=[SCALABLE, SMOKETEST])    yield _ping_pong_scenario(        'node_protobuf_streaming_qps_unconstrained', rpc_type='STREAMING',        client_type='ASYNC_CLIENT', server_type='ASYNC_SERVER',        unconstrained_client='async')    yield _ping_pong_scenario(        'node_to_cpp_protobuf_async_unary_ping_pong', rpc_type='UNARY',        client_type='ASYNC_CLIENT', server_type='ASYNC_SERVER',        server_language='c++', async_server_threads=1)    yield _ping_pong_scenario(        'node_to_cpp_protobuf_async_streaming_ping_pong', rpc_type='STREAMING',        client_type='ASYNC_CLIENT', server_type='ASYNC_SERVER',        server_language='c++', async_server_threads=1)  def __str__(self):    return 'node'class PythonLanguage:  def __init__(self):    self.safename = 'python'  def worker_cmdline(self):    return ['tools/run_tests/performance/run_worker_python.sh']  def worker_port_offset(self):    return 500  def scenarios(self):    yield _ping_pong_scenario(        'python_generic_sync_streaming_ping_pong', rpc_type='STREAMING',        client_type='SYNC_CLIENT', server_type='ASYNC_GENERIC_SERVER',        use_generic_payload=True,        categories=[SMOKETEST, SCALABLE])    yield _ping_pong_scenario(        'python_protobuf_sync_streaming_ping_pong', rpc_type='STREAMING',        client_type='SYNC_CLIENT', server_type='ASYNC_SERVER')    yield _ping_pong_scenario(        'python_protobuf_async_unary_ping_pong', rpc_type='UNARY',        client_type='ASYNC_CLIENT', server_type='ASYNC_SERVER')    yield _ping_pong_scenario(        'python_protobuf_sync_unary_ping_pong', rpc_type='UNARY',        client_type='SYNC_CLIENT', server_type='ASYNC_SERVER',        categories=[SMOKETEST, SCALABLE])    yield _ping_pong_scenario(        'python_protobuf_sync_unary_qps_unconstrained', rpc_type='UNARY',        client_type='SYNC_CLIENT', server_type='ASYNC_SERVER',        unconstrained_client='sync')    yield _ping_pong_scenario(        'python_protobuf_sync_streaming_qps_unconstrained', rpc_type='STREAMING',        client_type='SYNC_CLIENT', server_type='ASYNC_SERVER',        unconstrained_client='sync')    yield _ping_pong_scenario(        'python_to_cpp_protobuf_sync_unary_ping_pong', rpc_type='UNARY',        client_type='SYNC_CLIENT', server_type='ASYNC_SERVER',        server_language='c++', async_server_threads=1,        categories=[SMOKETEST, SCALABLE])    yield _ping_pong_scenario(        'python_to_cpp_protobuf_sync_streaming_ping_pong', rpc_type='STREAMING',        client_type='SYNC_CLIENT', server_type='ASYNC_SERVER',        server_language='c++', async_server_threads=1)    yield _ping_pong_scenario(        'python_protobuf_sync_unary_ping_pong_1MB', rpc_type='UNARY',        client_type='SYNC_CLIENT', server_type='ASYNC_SERVER',        req_size=1024*1024, resp_size=1024*1024,        categories=[SMOKETEST, SCALABLE])  def __str__(self):    return 'python'class RubyLanguage:  def __init__(self):    pass    self.safename = str(self)  def worker_cmdline(self):    return ['tools/run_tests/performance/run_worker_ruby.sh']  def worker_port_offset(self):    return 300  def scenarios(self):    yield _ping_pong_scenario(        'ruby_protobuf_sync_streaming_ping_pong', rpc_type='STREAMING',        client_type='SYNC_CLIENT', server_type='SYNC_SERVER',        categories=[SMOKETEST, SCALABLE])    yield _ping_pong_scenario(        'ruby_protobuf_unary_ping_pong', rpc_type='UNARY',        client_type='SYNC_CLIENT', server_type='SYNC_SERVER',        categories=[SMOKETEST, SCALABLE])    yield _ping_pong_scenario(        'ruby_protobuf_sync_unary_qps_unconstrained', rpc_type='UNARY',        client_type='SYNC_CLIENT', server_type='SYNC_SERVER',        unconstrained_client='sync')    yield _ping_pong_scenario(        'ruby_protobuf_sync_streaming_qps_unconstrained', rpc_type='STREAMING',        client_type='SYNC_CLIENT', server_type='SYNC_SERVER',        unconstrained_client='sync')    yield _ping_pong_scenario(        'ruby_to_cpp_protobuf_sync_unary_ping_pong', rpc_type='UNARY',        client_type='SYNC_CLIENT', server_type='SYNC_SERVER',        server_language='c++', async_server_threads=1)    yield _ping_pong_scenario(        'ruby_to_cpp_protobuf_sync_streaming_ping_pong', rpc_type='STREAMING',        client_type='SYNC_CLIENT', server_type='SYNC_SERVER',        server_language='c++', async_server_threads=1)    yield _ping_pong_scenario(        'ruby_protobuf_unary_ping_pong_1MB', rpc_type='UNARY',        client_type='SYNC_CLIENT', server_type='SYNC_SERVER',        req_size=1024*1024, resp_size=1024*1024,        categories=[SMOKETEST, SCALABLE])  def __str__(self):    return 'ruby'class Php7Language:  def __init__(self, php7_protobuf_c=False):    pass    self.php7_protobuf_c=php7_protobuf_c    self.safename = str(self)  def worker_cmdline(self):    if self.php7_protobuf_c:        return ['tools/run_tests/performance/run_worker_php.sh --use_protobuf_c_extension']    return ['tools/run_tests/performance/run_worker_php.sh']  def worker_port_offset(self):    if self.php7_protobuf_c:        return 900    return 800  def scenarios(self):    php7_extension_mode='php7_protobuf_php_extension'    if self.php7_protobuf_c:        php7_extension_mode='php7_protobuf_c_extension'    yield _ping_pong_scenario(        '%s_to_cpp_protobuf_sync_unary_ping_pong' % php7_extension_mode,        rpc_type='UNARY', client_type='SYNC_CLIENT', server_type='SYNC_SERVER',        server_language='c++', async_server_threads=1)    yield _ping_pong_scenario(        '%s_to_cpp_protobuf_sync_streaming_ping_pong' % php7_extension_mode,        rpc_type='STREAMING', client_type='SYNC_CLIENT', server_type='SYNC_SERVER',        server_language='c++', async_server_threads=1)    # TODO(ddyihai): Investigate why when async_server_threads=1/CPU usage 340%, the QPS performs    # better than async_server_threads=0/CPU usage 490%.    yield _ping_pong_scenario(        '%s_to_cpp_protobuf_sync_unary_qps_unconstrained' % php7_extension_mode,        rpc_type='UNARY', client_type='SYNC_CLIENT', server_type='ASYNC_SERVER',        server_language='c++', outstanding=1, async_server_threads=1, unconstrained_client='sync')    yield _ping_pong_scenario(        '%s_to_cpp_protobuf_sync_streaming_qps_unconstrained' % php7_extension_mode,        rpc_type='STREAMING', client_type='SYNC_CLIENT', server_type='ASYNC_SERVER',        server_language='c++', outstanding=1, async_server_threads=1, unconstrained_client='sync')  def __str__(self):    if self.php7_protobuf_c:        return 'php7_protobuf_c'    return 'php7'class JavaLanguage:  def __init__(self):    pass    self.safename = str(self)  def worker_cmdline(self):    return ['tools/run_tests/performance/run_worker_java.sh']  def worker_port_offset(self):    return 400  def scenarios(self):    for secure in [True, False]:      secstr = 'secure' if secure else 'insecure'      smoketest_categories = ([SMOKETEST] if secure else []) + [SCALABLE]      yield _ping_pong_scenario(          'java_generic_async_streaming_ping_pong_%s' % secstr, rpc_type='STREAMING',          client_type='ASYNC_CLIENT', server_type='ASYNC_GENERIC_SERVER',          use_generic_payload=True, async_server_threads=1,          secure=secure, warmup_seconds=JAVA_WARMUP_SECONDS,          categories=smoketest_categories)      yield _ping_pong_scenario(          'java_protobuf_async_streaming_ping_pong_%s' % secstr, rpc_type='STREAMING',          client_type='ASYNC_CLIENT', server_type='ASYNC_SERVER',          async_server_threads=1,          secure=secure, warmup_seconds=JAVA_WARMUP_SECONDS)      yield _ping_pong_scenario(          'java_protobuf_async_unary_ping_pong_%s' % secstr, rpc_type='UNARY',          client_type='ASYNC_CLIENT', server_type='ASYNC_SERVER',          async_server_threads=1,          secure=secure, warmup_seconds=JAVA_WARMUP_SECONDS,          categories=smoketest_categories)      yield _ping_pong_scenario(          'java_protobuf_unary_ping_pong_%s' % secstr, rpc_type='UNARY',          client_type='SYNC_CLIENT', server_type='SYNC_SERVER',          async_server_threads=1,          secure=secure, warmup_seconds=JAVA_WARMUP_SECONDS)      yield _ping_pong_scenario(          'java_protobuf_async_unary_qps_unconstrained_%s' % secstr, rpc_type='UNARY',          client_type='ASYNC_CLIENT', server_type='ASYNC_SERVER',          unconstrained_client='async',          secure=secure, warmup_seconds=JAVA_WARMUP_SECONDS,          categories=smoketest_categories+[SCALABLE])      yield _ping_pong_scenario(          'java_protobuf_async_streaming_qps_unconstrained_%s' % secstr, rpc_type='STREAMING',          client_type='ASYNC_CLIENT', server_type='ASYNC_SERVER',          unconstrained_client='async',          secure=secure, warmup_seconds=JAVA_WARMUP_SECONDS,          categories=[SCALABLE])      yield _ping_pong_scenario(          'java_generic_async_streaming_qps_unconstrained_%s' % secstr, rpc_type='STREAMING',          client_type='ASYNC_CLIENT', server_type='ASYNC_GENERIC_SERVER',          unconstrained_client='async', use_generic_payload=True,          secure=secure, warmup_seconds=JAVA_WARMUP_SECONDS,          categories=[SCALABLE])      yield _ping_pong_scenario(          'java_generic_async_streaming_qps_one_server_core_%s' % secstr, rpc_type='STREAMING',          client_type='ASYNC_CLIENT', server_type='ASYNC_GENERIC_SERVER',          unconstrained_client='async-limited', use_generic_payload=True,          async_server_threads=1,          secure=secure, warmup_seconds=JAVA_WARMUP_SECONDS)      # TODO(jtattermusch): add scenarios java vs C++  def __str__(self):    return 'java'class GoLanguage:  def __init__(self):    pass    self.safename = str(self)  def worker_cmdline(self):    return ['tools/run_tests/performance/run_worker_go.sh']  def worker_port_offset(self):    return 600  def scenarios(self):    for secure in [True, False]:      secstr = 'secure' if secure else 'insecure'      smoketest_categories = ([SMOKETEST] if secure else []) + [SCALABLE]      # ASYNC_GENERIC_SERVER for Go actually uses a sync streaming server,      # but that's mostly because of lack of better name of the enum value.      yield _ping_pong_scenario(          'go_generic_sync_streaming_ping_pong_%s' % secstr, rpc_type='STREAMING',          client_type='SYNC_CLIENT', server_type='ASYNC_GENERIC_SERVER',          use_generic_payload=True, async_server_threads=1,          secure=secure,          categories=smoketest_categories)      yield _ping_pong_scenario(          'go_protobuf_sync_streaming_ping_pong_%s' % secstr, rpc_type='STREAMING',          client_type='SYNC_CLIENT', server_type='SYNC_SERVER',          async_server_threads=1,          secure=secure)      yield _ping_pong_scenario(          'go_protobuf_sync_unary_ping_pong_%s' % secstr, rpc_type='UNARY',          client_type='SYNC_CLIENT', server_type='SYNC_SERVER',          async_server_threads=1,          secure=secure,          categories=smoketest_categories)      # unconstrained_client='async' is intended (client uses goroutines)      yield _ping_pong_scenario(          'go_protobuf_sync_unary_qps_unconstrained_%s' % secstr, rpc_type='UNARY',          client_type='SYNC_CLIENT', server_type='SYNC_SERVER',          unconstrained_client='async',          secure=secure,          categories=smoketest_categories+[SCALABLE])      # unconstrained_client='async' is intended (client uses goroutines)      yield _ping_pong_scenario(          'go_protobuf_sync_streaming_qps_unconstrained_%s' % secstr, rpc_type='STREAMING',          client_type='SYNC_CLIENT', server_type='SYNC_SERVER',          unconstrained_client='async',          secure=secure,          categories=[SCALABLE])      # unconstrained_client='async' is intended (client uses goroutines)      # ASYNC_GENERIC_SERVER for Go actually uses a sync streaming server,      # but that's mostly because of lack of better name of the enum value.      yield _ping_pong_scenario(          'go_generic_sync_streaming_qps_unconstrained_%s' % secstr, rpc_type='STREAMING',          client_type='SYNC_CLIENT', server_type='ASYNC_GENERIC_SERVER',          unconstrained_client='async', use_generic_payload=True,          secure=secure,          categories=[SCALABLE])      # TODO(jtattermusch): add scenarios go vs C++  def __str__(self):    return 'go'class NodeExpressLanguage:  def __init__(self):    pass    self.safename = str(self)  def worker_cmdline(self):    return ['tools/run_tests/performance/run_worker_node.sh',            '--benchmark_impl=express']  def worker_port_offset(self):    return 700  def scenarios(self):    yield _ping_pong_scenario(        'node_express_json_unary_ping_pong', rpc_type='UNARY',        client_type='ASYNC_CLIENT', server_type='ASYNC_SERVER',        categories=[SCALABLE, SMOKETEST])    yield _ping_pong_scenario(        'node_express_json_async_unary_qps_unconstrained', rpc_type='UNARY',        client_type='ASYNC_CLIENT', server_type='ASYNC_SERVER',        unconstrained_client='async',        categories=[SCALABLE, SMOKETEST])    sizes = [('1B', 1), ('1KB', 1024), ('10KB', 10 * 1024),             ('1MB', 1024 * 1024), ('10MB', 10 * 1024 * 1024),             ('100MB', 100 * 1024 * 1024)]    for size_name, size in sizes:      for secure in (True, False):        yield _ping_pong_scenario(            'node_express_json_unary_ping_pong_%s_resp_%s' %            (size_name, 'secure' if secure else 'insecure'),            rpc_type='UNARY',            client_type='ASYNC_CLIENT', server_type='ASYNC_SERVER',            req_size=0, resp_size=size,            secure=secure,            categories=[SCALABLE])  def __str__(self):    return 'node_express'LANGUAGES = {    'c++' : CXXLanguage(),    'csharp' : CSharpLanguage(),    'node' : NodeLanguage(),    'node_express': NodeExpressLanguage(),    'ruby' : RubyLanguage(),    'php7' : Php7Language(),    'php7_protobuf_c' : Php7Language(php7_protobuf_c=True),    'java' : JavaLanguage(),    'python' : PythonLanguage(),    'go' : GoLanguage(),}
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