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import time | ||
from typing import Any, Callable | ||
import grpc | ||
import grpc.experimental.gevent as grpc_gevent | ||
from grpc_interceptor import ClientInterceptor | ||
from locust import User | ||
from locust.exception import LocustError | ||
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# patch grpc so that it uses gevent instead of asyncio | ||
grpc_gevent.init_gevent() | ||
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class LocustInterceptor(ClientInterceptor): | ||
def __init__(self, environment, *args, **kwargs): | ||
super().__init__(*args, **kwargs) | ||
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self.env = environment | ||
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def intercept( | ||
self, | ||
method: Callable, | ||
request_or_iterator: Any, | ||
call_details: grpc.ClientCallDetails, | ||
): | ||
response = None | ||
exception = None | ||
start_perf_counter = time.perf_counter() | ||
response_length = 0 | ||
try: | ||
response = method(request_or_iterator, call_details) | ||
response_length = response.result().ByteSize() | ||
except grpc.RpcError as e: | ||
exception = e | ||
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self.env.events.request.fire( | ||
request_type="grpc", | ||
name=call_details.method, | ||
response_time=(time.perf_counter() - start_perf_counter) * 1000, | ||
response_length=response_length, | ||
response=response, | ||
context=None, | ||
exception=exception, | ||
) | ||
return response | ||
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class GrpcUser(User): | ||
abstract = True | ||
stub_class = None | ||
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def __init__(self, environment): | ||
super().__init__(environment) | ||
for attr_value, attr_name in ((self.host, "host"), (self.stub_class, "stub_class")): | ||
if attr_value is None: | ||
raise LocustError(f"You must specify the {attr_name}.") | ||
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self._channel = grpc.insecure_channel(self.host) | ||
interceptor = LocustInterceptor(environment=environment) | ||
self._channel = grpc.intercept_channel(self._channel, interceptor) | ||
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self.stub = self.stub_class(self._channel) | ||
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import random | ||
from datetime import datetime | ||
import gevent | ||
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import grpc_user | ||
import datastore_pb2 as dstore | ||
import datastore_pb2_grpc as dstore_grpc | ||
from locust import events, task | ||
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from google.protobuf.timestamp_pb2 import Timestamp | ||
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class StoreGrpcUser(grpc_user.GrpcUser): | ||
host = "localhost:50050" | ||
stub_class = dstore_grpc.DatastoreStub | ||
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@task | ||
def find_debilt_humidity(self): | ||
ts_request = dstore.FindTSRequest( | ||
station_ids=["06260"], | ||
param_ids=["rh"] | ||
) | ||
ts_response = self.stub.FindTimeSeries(ts_request) | ||
assert len(ts_response.tseries) == 1 | ||
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@task | ||
def get_data_random_timeserie(self): | ||
ts_id = random.randint(1, 55*44) | ||
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from_time = Timestamp() | ||
from_time.FromDatetime(datetime(2022, 12, 31)) | ||
to_time = Timestamp() | ||
to_time.FromDatetime(datetime(2023, 11, 1)) | ||
request = dstore.GetObsRequest( | ||
tsids=[ts_id], | ||
fromtime=from_time, | ||
totime=to_time, | ||
) | ||
response = self.stub.GetObservations(request) | ||
assert len(response.tsobs[0].obs) == 144 | ||
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# Generate requirements.txt using: | ||
# pip-compile --upgrade --no-emit-index-url | ||
# Install using: | ||
# pip-sync | ||
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grpcio-tools~=1.56 | ||
grpc-interceptor~=0.15.3 | ||
locust~=2.16 |
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# | ||
# This file is autogenerated by pip-compile with Python 3.11 | ||
# by the following command: | ||
# | ||
# pip-compile --no-emit-index-url | ||
# | ||
blinker==1.6.2 | ||
# via flask | ||
brotli==1.1.0 | ||
# via geventhttpclient | ||
certifi==2023.7.22 | ||
# via | ||
# geventhttpclient | ||
# requests | ||
charset-normalizer==3.2.0 | ||
# via requests | ||
click==8.1.7 | ||
# via flask | ||
configargparse==1.7 | ||
# via locust | ||
flask==2.3.3 | ||
# via | ||
# flask-basicauth | ||
# flask-cors | ||
# locust | ||
flask-basicauth==0.2.0 | ||
# via locust | ||
flask-cors==4.0.0 | ||
# via locust | ||
gevent==23.9.0.post1 | ||
# via | ||
# geventhttpclient | ||
# locust | ||
geventhttpclient==2.0.10 | ||
# via locust | ||
greenlet==2.0.2 | ||
# via gevent | ||
grpc-interceptor==0.15.3 | ||
# via -r requirements.in | ||
grpcio==1.58.0 | ||
# via | ||
# grpc-interceptor | ||
# grpcio-tools | ||
grpcio-tools==1.58.0 | ||
# via -r requirements.in | ||
idna==3.4 | ||
# via requests | ||
itsdangerous==2.1.2 | ||
# via flask | ||
jinja2==3.1.2 | ||
# via flask | ||
locust==2.16.1 | ||
# via -r requirements.in | ||
markupsafe==2.1.3 | ||
# via | ||
# jinja2 | ||
# werkzeug | ||
msgpack==1.0.5 | ||
# via locust | ||
protobuf==4.24.3 | ||
# via grpcio-tools | ||
psutil==5.9.5 | ||
# via locust | ||
pyzmq==25.1.1 | ||
# via locust | ||
requests==2.31.0 | ||
# via locust | ||
roundrobin==0.0.4 | ||
# via locust | ||
six==1.16.0 | ||
# via geventhttpclient | ||
typing-extensions==4.7.1 | ||
# via locust | ||
urllib3==2.0.4 | ||
# via requests | ||
werkzeug==2.3.7 | ||
# via | ||
# flask | ||
# locust | ||
zope-event==5.0 | ||
# via gevent | ||
zope-interface==6.0 | ||
# via gevent | ||
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# The following packages are considered to be unsafe in a requirements file: | ||
# setuptools |