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recommendation_server.py
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#!/usr/bin/python
#
# Copyright 2018 Google LLC
#
# 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.
import os
import random
import time
import traceback
import urllib.parse
from concurrent import futures
import grpc
from opentelemetry import trace
from opentelemetry import propagators
from opentelemetry.sdk.trace import TracerProvider
from opentelemetry.exporter import zipkin
from opentelemetry.sdk.trace.export import BatchExportSpanProcessor
from opentelemetry.sdk.trace.propagation.b3_format import B3Format
from opentelemetry.instrumentation.grpc import GrpcInstrumentorServer
from opentelemetry.instrumentation.grpc import GrpcInstrumentorClient
from opentelemetry.instrumentation.grpc.grpcext import intercept_server
import demo_pb2
import demo_pb2_grpc
from grpc_health.v1 import health_pb2
from grpc_health.v1 import health_pb2_grpc
from logger import getJSONLogger
logger = getJSONLogger('recommendationservice-server')
export_url = urllib.parse.urlparse(os.environ['SIGNALFX_ENDPOINT_URL'])
zipkin_exporter = zipkin.ZipkinSpanExporter(
service_name="recommendationservice",
host_name=export_url.hostname,
port=export_url.port,
endpoint=export_url.path,
protocol=export_url.scheme
)
span_processor = BatchExportSpanProcessor(zipkin_exporter)
propagators.set_global_httptextformat(B3Format())
trace.set_tracer_provider(TracerProvider())
trace.get_tracer_provider().add_span_processor(span_processor)
tracer = trace.get_tracer(__name__)
instrumentor = GrpcInstrumentorClient()
instrumentor.instrument()
grpc_server_instrumentor = GrpcInstrumentorServer()
grpc_server_instrumentor.instrument()
class RecommendationService(demo_pb2_grpc.RecommendationServiceServicer):
def ListRecommendations(self, request, context):
max_responses = 5
# fetch list of products from product catalog stub
cat_response = product_catalog_stub.ListProducts(demo_pb2.Empty())
product_ids = [x.id for x in cat_response.products]
filtered_products = list(set(product_ids)-set(request.product_ids))
num_products = len(filtered_products)
num_return = min(max_responses, num_products)
# sample list of indicies to return
indices = random.sample(range(num_products), num_return)
# fetch product ids from indices
prod_list = [filtered_products[i] for i in indices]
logger.info("[Recv ListRecommendations] product_ids={}".format(prod_list))
# build and return response
response = demo_pb2.ListRecommendationsResponse()
response.product_ids.extend(prod_list)
return response
def Check(self, request, context):
return health_pb2.HealthCheckResponse(
status=health_pb2.HealthCheckResponse.SERVING)
def Watch(self, request, context, send_response_callback=None):
context.write(health_pb2.HealthCheckResponse(status=health_pb2.HealthCheckResponse.SERVING))
if __name__ == "__main__":
logger.info("initializing recommendationservice")
logger.info("Tracing enabled.")
port = os.environ.get('PORT', "8080")
catalog_addr = os.environ.get('PRODUCT_CATALOG_SERVICE_ADDR', '')
if catalog_addr == "":
raise Exception('PRODUCT_CATALOG_SERVICE_ADDR environment variable not set')
logger.info("product catalog address: " + catalog_addr)
channel = grpc.insecure_channel(catalog_addr)
product_catalog_stub = demo_pb2_grpc.ProductCatalogServiceStub(channel)
# create gRPC server
server = grpc.server(futures.ThreadPoolExecutor(max_workers=10),
interceptors=tuple())
# add class to gRPC server
service = RecommendationService()
demo_pb2_grpc.add_RecommendationServiceServicer_to_server(service, server)
health_pb2_grpc.add_HealthServicer_to_server(service, server)
# start server
logger.info("listening on port: " + port)
server.add_insecure_port('[::]:'+port)
server.start()
# keep alive
try:
while True:
time.sleep(10000)
except KeyboardInterrupt:
server.stop(0)