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add feastProjectDir w/ git & init options
Signed-off-by: Tommy Hughes <tohughes@redhat.com>
1 parent 6372f1c commit f3df526

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‎examples/operator-quickstart/01-Install.ipynb‎

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@@ -74,7 +74,7 @@
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"output_type": "stream",
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"text": [
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"NAME STATUS AGE\n",
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"feast Active 10s\n"
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"feast Active 6s\n"
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]
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}
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],
@@ -133,28 +133,28 @@
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},
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{
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"cell_type": "code",
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"execution_count": 5,
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"execution_count": 4,
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"metadata": {},
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"outputs": [
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{
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"name": "stdout",
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"output_type": "stream",
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"text": [
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"NAME READY STATUS RESTARTS AGE\n",
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"pod/postgres-ff8d4cf48-6nqhs 1/1 Running 0 70s\n",
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"pod/redis-b4756b75d-nttdm 1/1 Running 0 68s\n",
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"pod/postgres-ff8d4cf48-c4znd 1/1 Running 0 2m17s\n",
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"pod/redis-b4756b75d-r9nfb 1/1 Running 0 2m15s\n",
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"\n",
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"NAME TYPE CLUSTER-IP EXTERNAL-IP PORT(S) AGE\n",
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"service/postgres ClusterIP 10.43.203.123 <none> 5432/TCP 70s\n",
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"service/redis ClusterIP 10.43.234.211 <none> 6379/TCP 67s\n",
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"service/postgres ClusterIP 10.43.151.129 <none> 5432/TCP 2m17s\n",
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"service/redis ClusterIP 10.43.169.233 <none> 6379/TCP 2m15s\n",
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"\n",
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"NAME READY UP-TO-DATE AVAILABLE AGE\n",
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"deployment.apps/postgres 1/1 1 1 70s\n",
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"deployment.apps/redis 1/1 1 1 69s\n",
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"deployment.apps/postgres 1/1 1 1 2m18s\n",
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"deployment.apps/redis 1/1 1 1 2m16s\n",
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"\n",
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"NAME DESIRED CURRENT READY AGE\n",
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"replicaset.apps/postgres-ff8d4cf48 1 1 1 70s\n",
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"replicaset.apps/redis-b4756b75d 1 1 1 68s\n"
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"replicaset.apps/postgres-ff8d4cf48 1 1 1 2m18s\n",
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"replicaset.apps/redis-b4756b75d 1 1 1 2m16s\n"
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]
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}
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],
@@ -217,7 +217,7 @@
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},
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{
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"cell_type": "code",
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"execution_count": 1,
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"execution_count": 5,
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"metadata": {},
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"outputs": [
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{
@@ -243,32 +243,32 @@
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},
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{
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"cell_type": "code",
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"execution_count": 4,
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"execution_count": 6,
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"metadata": {},
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"outputs": [
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{
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"name": "stdout",
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"output_type": "stream",
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"text": [
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"NAME READY STATUS RESTARTS AGE\n",
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"pod/feast-example-556689b95c-gb227 0/1 PodInitializing 0 6m41s\n",
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"pod/postgres-ff8d4cf48-6nqhs 1/1 Running 0 10m\n",
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"pod/redis-b4756b75d-nttdm 1/1 Running 0 10m\n",
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"NAME READY STATUS RESTARTS AGE\n",
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"pod/feast-example-bbdc6cb6-rzkb4 0/1 Init:0/1 0 3s\n",
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"pod/postgres-ff8d4cf48-c4znd 1/1 Running 0 4m49s\n",
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"pod/redis-b4756b75d-r9nfb 1/1 Running 0 4m47s\n",
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"\n",
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"NAME TYPE CLUSTER-IP EXTERNAL-IP PORT(S) AGE\n",
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"service/feast-example-online ClusterIP 10.43.254.136 <none> 80/TCP 6m43s\n",
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"service/postgres ClusterIP 10.43.203.123 <none> 5432/TCP 10m\n",
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"service/redis ClusterIP 10.43.234.211 <none> 6379/TCP 10m\n",
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"service/feast-example-online ClusterIP 10.43.143.216 <none> 80/TCP 4s\n",
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"service/postgres ClusterIP 10.43.151.129 <none> 5432/TCP 4m49s\n",
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"service/redis ClusterIP 10.43.169.233 <none> 6379/TCP 4m47s\n",
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"\n",
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"NAME READY UP-TO-DATE AVAILABLE AGE\n",
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"deployment.apps/feast-example 0/1 1 0 6m43s\n",
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"deployment.apps/postgres 1/1 1 1 10m\n",
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"deployment.apps/redis 1/1 1 1 10m\n",
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"deployment.apps/feast-example 0/1 1 0 5s\n",
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"deployment.apps/postgres 1/1 1 1 4m51s\n",
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"deployment.apps/redis 1/1 1 1 4m49s\n",
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"\n",
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"NAME DESIRED CURRENT READY AGE\n",
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"replicaset.apps/feast-example-556689b95c 1 1 0 6m43s\n",
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"replicaset.apps/postgres-ff8d4cf48 1 1 1 10m\n",
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"replicaset.apps/redis-b4756b75d 1 1 1 10m\n",
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"NAME DESIRED CURRENT READY AGE\n",
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"replicaset.apps/feast-example-bbdc6cb6 1 1 0 4s\n",
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"replicaset.apps/postgres-ff8d4cf48 1 1 1 4m51s\n",
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"replicaset.apps/redis-b4756b75d 1 1 1 4m49s\n",
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"deployment.apps/feast-example condition met\n"
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]
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}
@@ -287,15 +287,15 @@
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},
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{
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"cell_type": "code",
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"execution_count": 5,
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"execution_count": 2,
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"metadata": {},
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"outputs": [
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{
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"name": "stdout",
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"output_type": "stream",
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"text": [
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"NAME STATUS AGE\n",
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"example Ready 7m39s\n"
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"example Ready 48m\n"
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]
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}
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],
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},
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{
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"cell_type": "code",
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"execution_count": 6,
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"execution_count": 8,
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"metadata": {},
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"outputs": [
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{
@@ -343,99 +343,6 @@
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"!kubectl exec deploy/postgres -- psql -h localhost -U feast feast -c '\\dt'"
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]
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},
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{
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"cell_type": "markdown",
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"metadata": {},
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"source": [
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"Verify the client `feature_store.yaml` and create the sample feature store definitions."
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]
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},
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{
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"cell_type": "code",
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"execution_count": 7,
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"metadata": {},
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"outputs": [
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{
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"name": "stdout",
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"output_type": "stream",
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"text": [
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"project: credit_scoring_local\n",
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"provider: local\n",
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"offline_store:\n",
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" type: duckdb\n",
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"online_store:\n",
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" type: redis\n",
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" connection_string: redis.feast.svc.cluster.local:6379\n",
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"registry:\n",
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" path: postgresql+psycopg://${POSTGRES_USER}:${POSTGRES_PASSWORD}@postgres.feast.svc.cluster.local:5432/${POSTGRES_DB}\n",
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" registry_type: sql\n",
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" cache_ttl_seconds: 60\n",
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" sqlalchemy_config_kwargs:\n",
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" echo: false\n",
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" pool_pre_ping: true\n",
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"auth:\n",
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" type: no_auth\n",
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"entity_key_serialization_version: 3\n",
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"/opt/app-root/lib64/python3.11/site-packages/feast/feature_view.py:48: DeprecationWarning: Entity value_type will be mandatory in the next release. Please specify a value_type for entity '__dummy'.\n",
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" DUMMY_ENTITY = Entity(\n",
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"/feast-data/credit_scoring_local/feature_repo/example_repo.py:27: DeprecationWarning: Entity value_type will be mandatory in the next release. Please specify a value_type for entity 'driver'.\n",
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" driver = Entity(name=\"driver\", join_keys=[\"driver_id\"])\n",
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"Applying changes for project credit_scoring_local\n",
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"/opt/app-root/lib64/python3.11/site-packages/feast/feature_store.py:579: RuntimeWarning: On demand feature view is an experimental feature. This API is stable, but the functionality does not scale well for offline retrieval\n",
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" warnings.warn(\n",
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"Deploying infrastructure for \u001b[1m\u001b[32mdriver_hourly_stats\u001b[0m\n",
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"Deploying infrastructure for \u001b[1m\u001b[32mdriver_hourly_stats_fresh\u001b[0m\n"
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]
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}
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],
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"source": [
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"!kubectl exec deploy/feast-example -itc online -- cat feature_store.yaml\n",
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"!kubectl exec deploy/feast-example -itc online -- feast apply"
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]
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},
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{
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"cell_type": "markdown",
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"metadata": {},
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"source": [
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"List the registered feast projects & feature views."
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]
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},
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{
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"cell_type": "code",
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"execution_count": 8,
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"metadata": {},
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"outputs": [
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{
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"name": "stdout",
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"output_type": "stream",
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"text": [
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"/opt/app-root/lib64/python3.11/site-packages/feast/feature_view.py:48: DeprecationWarning: Entity value_type will be mandatory in the next release. Please specify a value_type for entity '__dummy'.\n",
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" DUMMY_ENTITY = Entity(\n",
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"/opt/app-root/lib64/python3.11/site-packages/feast/entity.py:173: DeprecationWarning: Entity value_type will be mandatory in the next release. Please specify a value_type for entity '__dummy'.\n",
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" entity = cls(\n",
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"/opt/app-root/lib64/python3.11/site-packages/feast/entity.py:173: DeprecationWarning: Entity value_type will be mandatory in the next release. Please specify a value_type for entity 'driver'.\n",
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" entity = cls(\n",
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"NAME DESCRIPTION TAGS OWNER\n",
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"credit_scoring_local A project for driver statistics {}\n",
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"/opt/app-root/lib64/python3.11/site-packages/feast/feature_view.py:48: DeprecationWarning: Entity value_type will be mandatory in the next release. Please specify a value_type for entity '__dummy'.\n",
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" DUMMY_ENTITY = Entity(\n",
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"/opt/app-root/lib64/python3.11/site-packages/feast/entity.py:173: DeprecationWarning: Entity value_type will be mandatory in the next release. Please specify a value_type for entity '__dummy'.\n",
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" entity = cls(\n",
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"/opt/app-root/lib64/python3.11/site-packages/feast/entity.py:173: DeprecationWarning: Entity value_type will be mandatory in the next release. Please specify a value_type for entity 'driver'.\n",
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" entity = cls(\n",
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"NAME ENTITIES TYPE\n",
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"driver_hourly_stats {'driver'} FeatureView\n",
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"driver_hourly_stats_fresh {'driver'} FeatureView\n",
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"transformed_conv_rate_fresh {'driver'} OnDemandFeatureView\n",
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"transformed_conv_rate {'driver'} OnDemandFeatureView\n"
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]
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}
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],
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"source": [
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"!kubectl exec deploy/feast-example -itc online -- feast projects list\n",
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"!kubectl exec deploy/feast-example -itc online -- feast feature-views list"
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]
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},
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{
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"cell_type": "markdown",
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"metadata": {},
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"text": [
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"/opt/app-root/lib64/python3.11/site-packages/feast/feature_view.py:48: DeprecationWarning: Entity value_type will be mandatory in the next release. Please specify a value_type for entity '__dummy'.\n",
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" DUMMY_ENTITY = Entity(\n",
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"Feast SDK Version: \"0.45.0\"\n"
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"Feast SDK Version: \"0.46.0\"\n"
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]
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}
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],

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