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Copy pathfeast_core_server.py
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55 lines (42 loc) · 1.5 KB
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from concurrent import futures
import time
import logging
import grpc
import feast.core.CoreService_pb2_grpc as Core
from feast.core.CoreService_pb2 import (
GetFeastCoreVersionResponse,
ApplyFeatureSetResponse,
ApplyFeatureSetRequest,
GetFeatureSetsResponse,
)
from feast.core.FeatureSet_pb2 import FeatureSetSpec as FeatureSetSpec
from typing import List
from google.protobuf import empty_pb2 as empty
_ONE_DAY_IN_SECONDS = 60 * 60 * 24
class CoreServicer(Core.CoreServiceServicer):
def __init__(self):
self._feature_sets = dict()
def GetFeastCoreVersion(self, request, context):
return GetFeastCoreVersionResponse(version="0.3.0")
def GetFeatureSets(self, request: empty, context):
feature_set_list = list(
self._feature_sets.values()
) # type: List[FeatureSetSpec]
return GetFeatureSetsResponse(featureSets=feature_set_list)
def ApplyFeatureSet(self, request: ApplyFeatureSetRequest, context):
feature_set = request.featureSet
self._feature_sets[feature_set.name] = feature_set
return ApplyFeatureSetResponse()
def serve():
server = grpc.server(futures.ThreadPoolExecutor(max_workers=10))
Core.add_CoreServiceServicer_to_server(CoreServicer(), server)
server.add_insecure_port("[::]:50051")
server.start()
try:
while True:
time.sleep(_ONE_DAY_IN_SECONDS)
except KeyboardInterrupt:
server.stop(0)
if __name__ == "__main__":
logging.basicConfig()
serve()