├── .github └── workflows │ ├── build_wheel.yaml │ └── test.yaml ├── .gitignore ├── .gitmodules ├── CODE_OF_CONDUCT.md ├── LICENSE ├── README.md ├── SECURITY.md ├── SUPPORT.md ├── cluster ├── README.md ├── media │ └── architecture.png ├── samples │ ├── README.md │ ├── feature_store_azure.ipynb │ ├── images │ │ ├── aml_ip.png │ │ ├── spark_pkg.png │ │ └── synapse_client.png │ └── requirements.txt ├── sdk │ ├── .gitignore │ ├── .prow.yaml │ ├── .readthedocs.yml │ ├── .scalafmt.conf │ ├── CHANGELOG.md │ ├── Makefile │ ├── OWNERS │ ├── README.md │ ├── infra │ │ ├── charts │ │ │ └── feast-spark │ │ │ │ ├── .helmignore │ │ │ │ ├── Chart.yaml │ │ │ │ ├── README.md │ │ │ │ ├── README.md.gotmpl │ │ │ │ ├── charts │ │ │ │ ├── feast-jobservice │ │ │ │ │ ├── Chart.yaml │ │ │ │ │ ├── README.md │ │ │ │ │ ├── templates │ │ │ │ │ │ ├── _helpers.tpl │ │ │ │ │ │ ├── _ingress.yaml │ │ │ │ │ │ ├── configmap.yaml │ │ │ │ │ │ ├── deployment.yaml │ │ │ │ │ │ ├── ingress.yaml │ │ │ │ │ │ └── service.yaml │ │ │ │ │ └── values.yaml │ │ │ │ └── prometheus-statsd-exporter │ │ │ │ │ ├── .helmignore │ │ │ │ │ ├── Chart.yaml │ │ │ │ │ ├── README.md │ │ │ │ │ ├── templates │ │ │ │ │ ├── NOTES.txt │ │ │ │ │ ├── _helpers.tpl │ │ │ │ │ ├── config.yaml │ │ │ │ │ ├── deployment.yaml │ │ │ │ │ ├── pvc.yaml │ │ │ │ │ ├── service.yaml │ │ │ │ │ └── serviceaccount.yaml │ │ │ │ │ └── values.yaml │ │ │ │ ├── requirements.lock │ │ │ │ ├── requirements.yaml │ │ │ │ └── values.yaml │ │ ├── codebuild_runner.py │ │ ├── docker │ │ │ ├── jobservice │ │ │ │ └── Dockerfile │ │ │ ├── spark │ │ │ │ └── Dockerfile │ │ │ └── tests │ │ │ │ └── Dockerfile │ │ └── scripts │ │ │ ├── aws-runner.sh │ │ │ ├── azure-runner.sh │ │ │ ├── build-ingestion-py-dependencies.sh │ │ │ ├── codebuild-entrypoint.sh │ │ │ ├── codebuild_runner.py │ │ │ ├── download-maven-cache.sh │ │ │ ├── helm │ │ │ ├── k8s-jobservice.tpl.yaml │ │ │ ├── kafka-values.tpl.yaml │ │ │ └── redis-cluster-values.tpl.yaml │ │ │ ├── install-google-cloud-sdk.sh │ │ │ ├── install-helm.sh │ │ │ ├── k8s-common-functions.sh │ │ │ ├── publish-docker-image.sh │ │ │ ├── publish-java-sdk.sh │ │ │ ├── publish-python-sdk.sh │ │ │ ├── push-helm-charts.sh │ │ │ ├── run-minikube-test.sh │ │ │ ├── setup-common-functions.sh │ │ │ ├── setup-e2e-env-aws.sh │ │ │ ├── setup-e2e-env-gcp.sh │ │ │ ├── setup-e2e-env-sparkop.sh │ │ │ ├── setup-e2e-local.sh │ │ │ ├── test-core-ingestion.sh │ │ │ ├── test-docker-compose.sh │ │ │ ├── test-end-to-end-aws.sh │ │ │ ├── test-end-to-end-azure.sh │ │ │ ├── test-end-to-end-gcp.sh │ │ │ ├── test-end-to-end-local.sh │ │ │ ├── test-end-to-end-sparkop.sh │ │ │ ├── test-golang-sdk.sh │ │ │ ├── test-integration.sh │ │ │ ├── test-java-sdk.sh │ │ │ ├── test-load.sh │ │ │ ├── test-python-sdk.sh │ │ │ ├── test-serving.sh │ │ │ ├── test_job.yaml │ │ │ ├── validate-helm-chart-versions.sh │ │ │ ├── validate-version-consistency.sh │ │ │ └── wait-for-it.sh │ ├── pom.xml │ ├── protos │ │ └── feast_spark │ │ │ ├── api │ │ │ └── JobService.proto │ │ │ └── third_party │ │ │ └── grpc │ │ │ └── health │ │ │ └── v1 │ │ │ └── HealthService.proto │ ├── python │ │ ├── docs │ │ │ ├── Makefile │ │ │ └── source │ │ │ │ ├── conf.py │ │ │ │ ├── feast_spark.api.rst │ │ │ │ ├── feast_spark.contrib.rst │ │ │ │ ├── feast_spark.contrib.validation.rst │ │ │ │ ├── feast_spark.pyspark.launchers.aws.rst │ │ │ │ ├── feast_spark.pyspark.launchers.gcloud.rst │ │ │ │ ├── feast_spark.pyspark.launchers.k8s.rst │ │ │ │ ├── feast_spark.pyspark.launchers.rst │ │ │ │ ├── feast_spark.pyspark.launchers.standalone.rst │ │ │ │ ├── feast_spark.pyspark.rst │ │ │ │ ├── feast_spark.rst │ │ │ │ ├── feast_spark.third_party.grpc.health.rst │ │ │ │ ├── feast_spark.third_party.grpc.health.v1.rst │ │ │ │ ├── feast_spark.third_party.grpc.rst │ │ │ │ ├── feast_spark.third_party.rst │ │ │ │ ├── index.rst │ │ │ │ └── modules.rst │ │ ├── feast_spark │ │ │ ├── __init__.py │ │ │ ├── api │ │ │ │ └── __init__.py │ │ │ ├── cli.py │ │ │ ├── client.py │ │ │ ├── constants.py │ │ │ ├── contrib │ │ │ │ ├── __init__.py │ │ │ │ └── validation │ │ │ │ │ ├── __init__.py │ │ │ │ │ ├── base.py │ │ │ │ │ └── ge.py │ │ │ ├── copy_to_azure_blob.py │ │ │ ├── job_service.py │ │ │ ├── pyspark │ │ │ │ ├── __init__.py │ │ │ │ ├── abc.py │ │ │ │ ├── historical_feature_retrieval_job.py │ │ │ │ ├── launcher.py │ │ │ │ └── launchers │ │ │ │ │ ├── __init__.py │ │ │ │ │ ├── aws │ │ │ │ │ ├── __init__.py │ │ │ │ │ ├── emr.py │ │ │ │ │ └── emr_utils.py │ │ │ │ │ ├── gcloud │ │ │ │ │ ├── __init__.py │ │ │ │ │ └── dataproc.py │ │ │ │ │ ├── k8s │ │ │ │ │ ├── __init__.py │ │ │ │ │ ├── k8s.py │ │ │ │ │ └── k8s_utils.py │ │ │ │ │ ├── standalone │ │ │ │ │ ├── __init__.py │ │ │ │ │ └── local.py │ │ │ │ │ └── synapse │ │ │ │ │ ├── __init__.py │ │ │ │ │ ├── synapse.py │ │ │ │ │ └── synapse_utils.py │ │ │ ├── remote_job.py │ │ │ └── third_party │ │ │ │ ├── __init__.py │ │ │ │ └── grpc │ │ │ │ ├── __init__.py │ │ │ │ └── health │ │ │ │ ├── __init__.py │ │ │ │ └── v1 │ │ │ │ └── __init__.py │ │ ├── pyproject.toml │ │ ├── requirements-ci.txt │ │ ├── setup.cfg │ │ ├── setup.py │ │ └── tests │ │ │ ├── test_historical_feature_retrieval.py │ │ │ └── test_streaming_job_scheduling.py │ ├── spark │ │ └── ingestion │ │ │ ├── pom.xml │ │ │ └── src │ │ │ ├── main │ │ │ ├── resources │ │ │ │ └── log4j.properties │ │ │ └── scala │ │ │ │ ├── feast │ │ │ │ └── ingestion │ │ │ │ │ ├── BasePipeline.scala │ │ │ │ │ ├── BatchPipeline.scala │ │ │ │ │ ├── IngestionJob.scala │ │ │ │ │ ├── IngestionJobConfig.scala │ │ │ │ │ ├── StreamingPipeline.scala │ │ │ │ │ ├── metrics │ │ │ │ │ ├── IngestionPipelineMetrics.scala │ │ │ │ │ ├── StatsdReporterWithTags.scala │ │ │ │ │ └── StreamingMetrics.scala │ │ │ │ │ ├── registry │ │ │ │ │ └── proto │ │ │ │ │ │ ├── LocalProtoRegistry.scala │ │ │ │ │ │ ├── ProtoRegistry.scala │ │ │ │ │ │ ├── ProtoRegistryFactory.scala │ │ │ │ │ │ └── StencilProtoRegistry.scala │ │ │ │ │ ├── sources │ │ │ │ │ ├── bq │ │ │ │ │ │ └── BigQueryReader.scala │ │ │ │ │ └── file │ │ │ │ │ │ └── FileReader.scala │ │ │ │ │ ├── stores │ │ │ │ │ ├── bigtable │ │ │ │ │ │ ├── BigTableSinkRelation.scala │ │ │ │ │ │ ├── DefaultSource.scala │ │ │ │ │ │ └── SparkBigtableConfig.scala │ │ │ │ │ ├── cassandra │ │ │ │ │ │ ├── CassandraSinkRelation.scala │ │ │ │ │ │ ├── DefaultSource.scala │ │ │ │ │ │ └── SparkCassandraConfig.scala │ │ │ │ │ ├── redis │ │ │ │ │ │ ├── DefaultSource.scala │ │ │ │ │ │ ├── HashTypePersistence.scala │ │ │ │ │ │ ├── Persistence.scala │ │ │ │ │ │ ├── RedisSinkRelation.scala │ │ │ │ │ │ └── SparkRedisConfig.scala │ │ │ │ │ └── serialization │ │ │ │ │ │ ├── AvroSerializer.scala │ │ │ │ │ │ └── Serializer.scala │ │ │ │ │ ├── utils │ │ │ │ │ ├── JsonUtils.scala │ │ │ │ │ ├── ProtoReflection.scala │ │ │ │ │ ├── StringUtils.scala │ │ │ │ │ ├── TypeConversion.scala │ │ │ │ │ └── testing │ │ │ │ │ │ └── MemoryStreamingSource.scala │ │ │ │ │ └── validation │ │ │ │ │ ├── RowValidator.scala │ │ │ │ │ └── TypeCheck.scala │ │ │ │ └── org │ │ │ │ └── apache │ │ │ │ └── spark │ │ │ │ ├── api │ │ │ │ └── python │ │ │ │ │ └── DynamicPythonFunction.scala │ │ │ │ └── metrics │ │ │ │ ├── AtomicGauge.scala │ │ │ │ ├── sink │ │ │ │ └── StatsdSinkWithTags.scala │ │ │ │ └── source │ │ │ │ ├── BaseMetricSource.scala │ │ │ │ ├── BigTableSinkMetricSource.scala │ │ │ │ ├── IngestionPipelineMetricSource.scala │ │ │ │ ├── RedisSinkMetricSource.scala │ │ │ │ └── StreamingMetricSource.scala │ │ │ └── test │ │ │ ├── proto │ │ │ └── com │ │ │ │ └── example │ │ │ │ └── source.proto │ │ │ ├── resources │ │ │ ├── python │ │ │ │ ├── setup.sh │ │ │ │ └── udf.py │ │ │ └── stencil │ │ │ │ └── __files │ │ │ │ └── source.desc │ │ │ └── scala │ │ │ ├── com │ │ │ └── example │ │ │ │ └── protos │ │ │ │ ├── AllTypesMessage.java │ │ │ │ ├── AllTypesMessageOrBuilder.java │ │ │ │ ├── InnerMessage.java │ │ │ │ ├── InnerMessageOrBuilder.java │ │ │ │ ├── Source.java │ │ │ │ ├── TestMessage.java │ │ │ │ ├── TestMessageOrBuilder.java │ │ │ │ ├── VehicleType.java │ │ │ │ └── VehicleTypeOrBuilder.java │ │ │ └── feast │ │ │ └── ingestion │ │ │ ├── BatchPipelineIT.scala │ │ │ ├── BigTableIngestionSpec.scala │ │ │ ├── CassandraIngestionSpec.scala │ │ │ ├── PandasUDF.scala │ │ │ ├── SparkSpec.scala │ │ │ ├── StreamingPipelineIT.scala │ │ │ ├── UnitSpec.scala │ │ │ ├── helpers │ │ │ ├── DataHelper.scala │ │ │ └── RedisStorageHelper.scala │ │ │ ├── metrics │ │ │ ├── StatsDStub.scala │ │ │ └── StatsReporterSpec.scala │ │ │ └── registry │ │ │ └── StencilSpec.scala │ └── tests │ │ ├── README.md │ │ ├── __init__.py │ │ ├── e2e │ │ ├── __init__.py │ │ ├── conftest.py │ │ ├── fixtures │ │ │ ├── __init__.py │ │ │ ├── base.py │ │ │ ├── client.py │ │ │ ├── data.py │ │ │ ├── external_services.py │ │ │ ├── feast_services.py │ │ │ ├── services.py │ │ │ └── statsd_stub.py │ │ ├── test_historical_features.py │ │ ├── test_job_scheduling.py │ │ ├── test_online_features.py │ │ ├── test_register.py │ │ ├── test_validation.py │ │ └── utils │ │ │ ├── __init__.py │ │ │ ├── common.py │ │ │ └── kafka.py │ │ ├── requirements.txt │ │ └── setup.cfg └── setup │ ├── Feast_backup_restore.md │ ├── README.md │ ├── feast-0.9.5-helmchart │ ├── .helmignore │ ├── Chart.yaml │ ├── README.md │ ├── README.md.gotmpl │ ├── charts │ │ ├── feast-core │ │ │ ├── Chart.yaml │ │ │ ├── README.md │ │ │ ├── templates │ │ │ │ ├── _helpers.tpl │ │ │ │ ├── _ingress.yaml │ │ │ │ ├── configmap.yaml │ │ │ │ ├── deployment.yaml │ │ │ │ ├── ingress.yaml │ │ │ │ ├── secret.yaml │ │ │ │ └── service.yaml │ │ │ └── values.yaml │ │ ├── feast-jobservice │ │ │ ├── Chart.yaml │ │ │ ├── README.md │ │ │ ├── templates │ │ │ │ ├── _helpers.tpl │ │ │ │ ├── _ingress.yaml │ │ │ │ ├── configmap.yaml │ │ │ │ ├── deployment.yaml │ │ │ │ ├── ingress.yaml │ │ │ │ └── service.yaml │ │ │ └── values.yaml │ │ ├── feast-jupyter │ │ │ ├── Chart.yaml │ │ │ ├── README.md │ │ │ ├── templates │ │ │ │ ├── _helpers.tpl │ │ │ │ └── deployment.yaml │ │ │ └── values.yaml │ │ ├── feast-serving │ │ │ ├── Chart.yaml │ │ │ ├── README.md │ │ │ ├── templates │ │ │ │ ├── _helpers.tpl │ │ │ │ ├── _ingress.yaml │ │ │ │ ├── configmap.yaml │ │ │ │ ├── deployment.yaml │ │ │ │ ├── ingress.yaml │ │ │ │ ├── secret.yaml │ │ │ │ └── service.yaml │ │ │ └── values.yaml │ │ ├── grafana │ │ │ ├── .helmignore │ │ │ ├── Chart.yaml │ │ │ ├── README.md │ │ │ ├── ci │ │ │ │ ├── default-values.yaml │ │ │ │ ├── with-dashboard-json-values.yaml │ │ │ │ └── with-dashboard-values.yaml │ │ │ ├── dashboards │ │ │ │ └── custom-dashboard.json │ │ │ ├── templates │ │ │ │ ├── NOTES.txt │ │ │ │ ├── _helpers.tpl │ │ │ │ ├── _pod.tpl │ │ │ │ ├── clusterrole.yaml │ │ │ │ ├── clusterrolebinding.yaml │ │ │ │ ├── configmap-dashboard-provider.yaml │ │ │ │ ├── configmap.yaml │ │ │ │ ├── dashboards-json-configmap.yaml │ │ │ │ ├── deployment.yaml │ │ │ │ ├── headless-service.yaml │ │ │ │ ├── ingress.yaml │ │ │ │ ├── poddisruptionbudget.yaml │ │ │ │ ├── podsecuritypolicy.yaml │ │ │ │ ├── pvc.yaml │ │ │ │ ├── role.yaml │ │ │ │ ├── rolebinding.yaml │ │ │ │ ├── secret-env.yaml │ │ │ │ ├── secret.yaml │ │ │ │ ├── service.yaml │ │ │ │ ├── serviceaccount.yaml │ │ │ │ ├── statefulset.yaml │ │ │ │ └── tests │ │ │ │ │ ├── test-configmap.yaml │ │ │ │ │ ├── test-podsecuritypolicy.yaml │ │ │ │ │ ├── test-role.yaml │ │ │ │ │ ├── test-rolebinding.yaml │ │ │ │ │ ├── test-serviceaccount.yaml │ │ │ │ │ └── test.yaml │ │ │ └── values.yaml │ │ ├── kafka │ │ │ ├── .helmignore │ │ │ ├── Chart.yaml │ │ │ ├── README.md │ │ │ ├── charts │ │ │ │ └── zookeeper │ │ │ │ │ ├── .helmignore │ │ │ │ │ ├── Chart.yaml │ │ │ │ │ ├── README.md │ │ │ │ │ ├── templates │ │ │ │ │ ├── NOTES.txt │ │ │ │ │ ├── _helpers.tpl │ │ │ │ │ ├── configmap.yaml │ │ │ │ │ ├── metrics-svc.yaml │ │ │ │ │ ├── networkpolicy.yaml │ │ │ │ │ ├── poddisruptionbudget.yaml │ │ │ │ │ ├── prometheusrules.yaml │ │ │ │ │ ├── secrets.yaml │ │ │ │ │ ├── serviceaccount.yaml │ │ │ │ │ ├── servicemonitor.yaml │ │ │ │ │ ├── statefulset.yaml │ │ │ │ │ ├── svc-headless.yaml │ │ │ │ │ └── svc.yaml │ │ │ │ │ ├── values-production.yaml │ │ │ │ │ └── values.yaml │ │ │ ├── files │ │ │ │ └── jks │ │ │ │ │ └── README.md │ │ │ ├── requirements.lock │ │ │ ├── requirements.yaml │ │ │ ├── templates │ │ │ │ ├── NOTES.txt │ │ │ │ ├── _helpers.tpl │ │ │ │ ├── configmap.yaml │ │ │ │ ├── extra-list.yaml │ │ │ │ ├── jaas-secret.yaml │ │ │ │ ├── jks-secret.yaml │ │ │ │ ├── jmx-configmap.yaml │ │ │ │ ├── jmx-metrics-svc.yaml │ │ │ │ ├── kafka-metrics-deployment.yaml │ │ │ │ ├── kafka-metrics-svc.yaml │ │ │ │ ├── log4j-configmap.yaml │ │ │ │ ├── poddisruptionbudget.yaml │ │ │ │ ├── role.yaml │ │ │ │ ├── rolebinding.yaml │ │ │ │ ├── scripts-configmap.yaml │ │ │ │ ├── serviceaccount.yaml │ │ │ │ ├── servicemonitor-jmx-metrics.yaml │ │ │ │ ├── servicemonitor-metrics.yaml │ │ │ │ ├── statefulset.yaml │ │ │ │ ├── svc-external-access.yaml │ │ │ │ ├── svc-headless.yaml │ │ │ │ └── svc.yaml │ │ │ ├── values-production.yaml │ │ │ └── values.yaml │ │ ├── postgresql │ │ │ ├── .helmignore │ │ │ ├── Chart.yaml │ │ │ ├── README.md │ │ │ ├── ci │ │ │ │ ├── default-values.yaml │ │ │ │ └── shmvolume-disabled-values.yaml │ │ │ ├── files │ │ │ │ ├── README.md │ │ │ │ ├── conf.d │ │ │ │ │ └── README.md │ │ │ │ └── docker-entrypoint-initdb.d │ │ │ │ │ └── README.md │ │ │ ├── templates │ │ │ │ ├── NOTES.txt │ │ │ │ ├── _helpers.tpl │ │ │ │ ├── configmap.yaml │ │ │ │ ├── extended-config-configmap.yaml │ │ │ │ ├── initialization-configmap.yaml │ │ │ │ ├── metrics-configmap.yaml │ │ │ │ ├── metrics-svc.yaml │ │ │ │ ├── networkpolicy.yaml │ │ │ │ ├── prometheusrule.yaml │ │ │ │ ├── secrets.yaml │ │ │ │ ├── serviceaccount.yaml │ │ │ │ ├── servicemonitor.yaml │ │ │ │ ├── statefulset-slaves.yaml │ │ │ │ ├── statefulset.yaml │ │ │ │ ├── svc-headless.yaml │ │ │ │ ├── svc-read.yaml │ │ │ │ └── svc.yaml │ │ │ ├── values-production.yaml │ │ │ ├── values.schema.json │ │ │ └── values.yaml │ │ ├── prometheus-statsd-exporter │ │ │ ├── .helmignore │ │ │ ├── Chart.yaml │ │ │ ├── README.md │ │ │ ├── templates │ │ │ │ ├── NOTES.txt │ │ │ │ ├── _helpers.tpl │ │ │ │ ├── config.yaml │ │ │ │ ├── deployment.yaml │ │ │ │ ├── pvc.yaml │ │ │ │ ├── service.yaml │ │ │ │ └── serviceaccount.yaml │ │ │ └── values.yaml │ │ ├── prometheus │ │ │ ├── .helmignore │ │ │ ├── Chart.yaml │ │ │ ├── README.md │ │ │ ├── charts │ │ │ │ └── kube-state-metrics │ │ │ │ │ ├── .helmignore │ │ │ │ │ ├── Chart.yaml │ │ │ │ │ ├── OWNERS │ │ │ │ │ ├── README.md │ │ │ │ │ ├── templates │ │ │ │ │ ├── NOTES.txt │ │ │ │ │ ├── _helpers.tpl │ │ │ │ │ ├── clusterrole.yaml │ │ │ │ │ ├── clusterrolebinding.yaml │ │ │ │ │ ├── deployment.yaml │ │ │ │ │ ├── podsecuritypolicy.yaml │ │ │ │ │ ├── psp-clusterrole.yaml │ │ │ │ │ ├── psp-clusterrolebinding.yaml │ │ │ │ │ ├── service.yaml │ │ │ │ │ ├── serviceaccount.yaml │ │ │ │ │ ├── servicemonitor.yaml │ │ │ │ │ ├── stsdiscovery-role.yaml │ │ │ │ │ └── stsdiscovery-rolebinding.yaml │ │ │ │ │ └── values.yaml │ │ │ ├── requirements.lock │ │ │ ├── requirements.yaml │ │ │ ├── templates │ │ │ │ ├── NOTES.txt │ │ │ │ ├── _helpers.tpl │ │ │ │ ├── alertmanager-clusterrole.yaml │ │ │ │ ├── alertmanager-clusterrolebinding.yaml │ │ │ │ ├── alertmanager-configmap.yaml │ │ │ │ ├── alertmanager-deployment.yaml │ │ │ │ ├── alertmanager-ingress.yaml │ │ │ │ ├── alertmanager-networkpolicy.yaml │ │ │ │ ├── alertmanager-pdb.yaml │ │ │ │ ├── alertmanager-podsecuritypolicy.yaml │ │ │ │ ├── alertmanager-pvc.yaml │ │ │ │ ├── alertmanager-service-headless.yaml │ │ │ │ ├── alertmanager-service.yaml │ │ │ │ ├── alertmanager-serviceaccount.yaml │ │ │ │ ├── alertmanager-statefulset.yaml │ │ │ │ ├── node-exporter-daemonset.yaml │ │ │ │ ├── node-exporter-podsecuritypolicy.yaml │ │ │ │ ├── node-exporter-role.yaml │ │ │ │ ├── node-exporter-rolebinding.yaml │ │ │ │ ├── node-exporter-service.yaml │ │ │ │ ├── node-exporter-serviceaccount.yaml │ │ │ │ ├── pushgateway-clusterrole.yaml │ │ │ │ ├── pushgateway-clusterrolebinding.yaml │ │ │ │ ├── pushgateway-deployment.yaml │ │ │ │ ├── pushgateway-ingress.yaml │ │ │ │ ├── pushgateway-networkpolicy.yaml │ │ │ │ ├── pushgateway-pdb.yaml │ │ │ │ ├── pushgateway-podsecuritypolicy.yaml │ │ │ │ ├── pushgateway-pvc.yaml │ │ │ │ ├── pushgateway-service.yaml │ │ │ │ ├── pushgateway-serviceaccount.yaml │ │ │ │ ├── server-clusterrole.yaml │ │ │ │ ├── server-clusterrolebinding.yaml │ │ │ │ ├── server-configmap.yaml │ │ │ │ ├── server-deployment.yaml │ │ │ │ ├── server-ingress.yaml │ │ │ │ ├── server-networkpolicy.yaml │ │ │ │ ├── server-pdb.yaml │ │ │ │ ├── server-podsecuritypolicy.yaml │ │ │ │ ├── server-pvc.yaml │ │ │ │ ├── server-service-headless.yaml │ │ │ │ ├── server-service.yaml │ │ │ │ ├── server-serviceaccount.yaml │ │ │ │ ├── server-statefulset.yaml │ │ │ │ └── server-vpa.yaml │ │ │ └── values.yaml │ │ └── redis │ │ │ ├── .helmignore │ │ │ ├── Chart.yaml │ │ │ ├── README.md │ │ │ ├── ci │ │ │ ├── default-values.yaml │ │ │ ├── dev-values.yaml │ │ │ ├── extra-flags-values.yaml │ │ │ ├── insecure-sentinel-values.yaml │ │ │ ├── production-sentinel-values.yaml │ │ │ ├── production-values.yaml │ │ │ ├── redis-lib-values.yaml │ │ │ └── redisgraph-module-values.yaml │ │ │ ├── templates │ │ │ ├── NOTES.txt │ │ │ ├── _helpers.tpl │ │ │ ├── configmap.yaml │ │ │ ├── headless-svc.yaml │ │ │ ├── health-configmap.yaml │ │ │ ├── metrics-prometheus.yaml │ │ │ ├── metrics-svc.yaml │ │ │ ├── networkpolicy.yaml │ │ │ ├── prometheusrule.yaml │ │ │ ├── psp.yaml │ │ │ ├── redis-master-statefulset.yaml │ │ │ ├── redis-master-svc.yaml │ │ │ ├── redis-role.yaml │ │ │ ├── redis-rolebinding.yaml │ │ │ ├── redis-serviceaccount.yaml │ │ │ ├── redis-slave-statefulset.yaml │ │ │ ├── redis-slave-svc.yaml │ │ │ ├── redis-with-sentinel-svc.yaml │ │ │ └── secret.yaml │ │ │ ├── values-production.yaml │ │ │ ├── values.schema.json │ │ │ └── values.yaml │ ├── requirements.lock │ ├── requirements.yaml │ └── values.yaml │ ├── images │ ├── aks_feastilb.png │ ├── aks_ilb.png │ ├── aks_managedrg.png │ ├── aml_1.png │ ├── aml_2.png │ ├── aml_3.png │ ├── aml_topo.png │ ├── change_ip.png │ ├── create_pl.png │ ├── create_pl_1.png │ ├── create_pl_2.png │ ├── create_pl_3.png │ ├── create_pl_4.png │ ├── deploy_success.png │ ├── deployment_success.png │ ├── fe_click.png │ ├── feast-core.png │ ├── feast_backup_restore │ │ ├── feastbackuprestore1.png │ │ ├── feastbackuprestore10.png │ │ ├── feastbackuprestore11.png │ │ ├── feastbackuprestore12.png │ │ ├── feastbackuprestore13.png │ │ ├── feastbackuprestore14.png │ │ ├── feastbackuprestore15.png │ │ ├── feastbackuprestore16.png │ │ ├── feastbackuprestore17.png │ │ ├── feastbackuprestore18.png │ │ ├── feastbackuprestore19.png │ │ ├── feastbackuprestore2.png │ │ ├── feastbackuprestore20.png │ │ ├── feastbackuprestore3.png │ │ ├── feastbackuprestore4.png │ │ ├── feastbackuprestore5.png │ │ ├── feastbackuprestore6.png │ │ ├── feastbackuprestore7.png │ │ ├── feastbackuprestore8.png │ │ └── feastbackuprestore9.png │ ├── feast_core.png │ ├── feast_core_ip.png │ ├── feast_serving.png │ ├── ilb_fe.png │ ├── img6.png │ ├── img7.png │ ├── my-feast-service-ip.png │ ├── synapse_pe1.png │ ├── synapse_pe2.png │ ├── synapse_pe3.png │ ├── synapse_pe4.png │ ├── synapse_pe5.png │ ├── synapse_topo.png │ ├── test_ip.png │ ├── test_service.png │ └── testscript_output.png │ ├── installfeast.sh │ └── test_featurestore.py └── provider ├── README.md ├── cloud ├── fs_sqldb_azuredeploy.json └── fs_synapse_azuredeploy.json ├── media └── arch.png ├── sdk ├── feast_azure_provider │ ├── __init__.py │ ├── azure_provider.py │ ├── mssqlserver.py │ ├── mssqlserver_source.py │ └── registry_store.py ├── setup.cfg └── setup.py └── tutorial ├── README.md ├── data └── data_generator.py ├── media ├── arch.png ├── ci-kernel.png ├── ci.png ├── feast-overview.png └── feast-tutorial-arch.png ├── notebooks ├── feature_repo │ └── feature_store.yaml ├── inference.dockerfile ├── part1-load-data.ipynb ├── part2-register-features.ipynb ├── part3-train-and-deploy-with-feast.ipynb └── src │ └── score.py └── sql ├── create_cx_profile_table.sql ├── 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