def test_list_ingest_jobs(self, mocked_client, mocker):
mocker.patch.object(
mocked_client,
"_core_service_stub",
return_value=Core.CoreServiceStub(grpc.insecure_channel("")),
)
feature_set_proto = FeatureSetProto(
spec=FeatureSetSpecProto(
project="test", name="driver", max_age=Duration(seconds=3600),
)
)
mocker.patch.object(
mocked_client._core_service_stub,
"ListIngestionJobs",
return_value=ListIngestionJobsResponse(
jobs=[
IngestJobProto(
id="kafka-to-redis",
external_id="job-2222",
status=IngestionJobStatus.RUNNING,
feature_sets=[feature_set_proto],
source=Source(
type=SourceType.KAFKA,
kafka_source_config=KafkaSourceConfig(
bootstrap_servers="localhost:9092", topic="topic"
),
),
store=Store(name="redis"),
)
]
),
)
# list ingestion jobs by target feature set reference
ingest_jobs = mocked_client.list_ingest_jobs(
feature_set_ref=FeatureSetRef.from_feature_set(
FeatureSet.from_proto(feature_set_proto)
)
)
assert len(ingest_jobs) >= 1
ingest_job = ingest_jobs[0]
assert (
ingest_job.status == IngestionJobStatus.RUNNING
and ingest_job.id == "kafka-to-redis"
and ingest_job.external_id == "job-2222"
and ingest_job.feature_sets[0].name == "driver"
and ingest_job.source.source_type == "Kafka"
)
def test_list_ingest_jobs(self, mock_jobcontroller_client, mocker):
mocker.patch.object(
mock_jobcontroller_client,
"_jobcontroller_service_stub",
return_value=Core.JobControllerServiceStub(grpc.insecure_channel("")),
)
feature_set_ref = FeatureSetRef(project="test", name="driver",)
mocker.patch.object(
mock_jobcontroller_client._jobcontroller_service_stub,
"ListIngestionJobs",
return_value=ListIngestionJobsResponse(
jobs=[
IngestJobProto(
id="kafka-to-redis",
external_id="job-2222",
status=IngestionJobStatus.RUNNING,
feature_set_references=[feature_set_ref.to_proto()],
source=Source(
type=SourceType.KAFKA,
kafka_source_config=KafkaSourceConfig(
bootstrap_servers="localhost:9092", topic="topic"
),
),
stores=[Store(name="redis")],
)
]
),
)
# list ingestion jobs by target feature set reference
ingest_jobs = mock_jobcontroller_client.list_ingest_jobs(
feature_set_ref=feature_set_ref
)
assert len(ingest_jobs) >= 1
ingest_job = ingest_jobs[0]
assert (
ingest_job.status == IngestionJobStatus.RUNNING
and ingest_job.id == "kafka-to-redis"
and ingest_job.external_id == "job-2222"
and ingest_job.feature_sets[0].name == "driver"
and ingest_job.source.source_type == "Kafka"
)
def test_stop_ingest_job(self, mocked_client, mocker):
mocker.patch.object(
mocked_client,
"_core_service_stub",
return_value=Core.CoreServiceStub(grpc.insecure_channel("")),
)
ingest_job = IngestJob(
job_proto=IngestJobProto(
id="kafka-to-redis",
external_id="job#2222",
status=IngestionJobStatus.RUNNING,
),
core_stub=mocked_client._core_service_stub,
)
mocked_client.stop_ingest_job(ingest_job)
assert mocked_client._core_service_stub.StopIngestionJob.called
def test_restart_ingest_job(self, mock_jobcontroller_client, mocker):
mocker.patch.object(
mock_jobcontroller_client,
"_jobcontroller_service_stub",
return_value=Core.JobControllerServiceStub(
grpc.insecure_channel("")),
)
ingest_job = IngestJob(
job_proto=IngestJobProto(
id="kafka-to-redis",
external_id="job#2222",
status=IngestionJobStatus.ERROR,
),
core_stub=mock_jobcontroller_client._jobcontroller_service_stub,
)
mock_jobcontroller_client.restart_ingest_job(ingest_job)
assert (mock_jobcontroller_client._jobcontroller_service_stub.
RestartIngestionJob.called)