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fix: Operator - make onlineStore the default service by tchughesiv · Pull Request #5044 · feast-dev/feast · GitHub

/ feast Public

fix: Operator - make onlineStore the default service #5044

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tchughesiv merged 1 commit into from
Feb 13, 2025
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fix: Operator - make onlineStore the default service #5044

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101 changes: 53 additions & 48 deletions examples/operator-quickstart/01-Install.ipynb
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Original file line number Diff line number Diff line change
Expand Up @@ -74,7 +74,7 @@
"output_type": "stream",
"text": [
"NAME STATUS AGE\n",
"feast Active 3s\n"
"feast Active 10s\n"
]
}
],
Expand Down Expand Up @@ -133,28 +133,28 @@
},
{
"cell_type": "code",
"execution_count": 4,
"execution_count": 5,
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"NAME READY STATUS RESTARTS AGE\n",
"pod/postgres-ff8d4cf48-bqvfm 1/1 Running 0 99s\n",
"pod/redis-b4756b75d-fxkst 1/1 Running 0 98s\n",
"pod/postgres-ff8d4cf48-6nqhs 1/1 Running 0 70s\n",
"pod/redis-b4756b75d-nttdm 1/1 Running 0 68s\n",
"\n",
"NAME TYPE CLUSTER-IP EXTERNAL-IP PORT(S) AGE\n",
"service/postgres ClusterIP 10.43.197.94 <none> 5432/TCP 99s\n",
"service/redis ClusterIP 10.43.137.235 <none> 6379/TCP 98s\n",
"service/postgres ClusterIP 10.43.203.123 <none> 5432/TCP 70s\n",
"service/redis ClusterIP 10.43.234.211 <none> 6379/TCP 67s\n",
"\n",
"NAME READY UP-TO-DATE AVAILABLE AGE\n",
"deployment.apps/postgres 1/1 1 1 99s\n",
"deployment.apps/redis 1/1 1 1 98s\n",
"deployment.apps/postgres 1/1 1 1 70s\n",
"deployment.apps/redis 1/1 1 1 69s\n",
"\n",
"NAME DESIRED CURRENT READY AGE\n",
"replicaset.apps/postgres-ff8d4cf48 1 1 1 99s\n",
"replicaset.apps/redis-b4756b75d 1 1 1 98s\n"
"replicaset.apps/postgres-ff8d4cf48 1 1 1 70s\n",
"replicaset.apps/redis-b4756b75d 1 1 1 68s\n"
]
}
],
Expand All @@ -171,7 +171,7 @@
},
{
"cell_type": "code",
"execution_count": 5,
"execution_count": 6,
"metadata": {},
"outputs": [
{
Expand Down Expand Up @@ -217,7 +217,7 @@
},
{
"cell_type": "code",
"execution_count": 6,
"execution_count": 1,
"metadata": {},
"outputs": [
{
Expand All @@ -243,34 +243,32 @@
},
{
"cell_type": "code",
"execution_count": 8,
"execution_count": 4,
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"NAME READY STATUS RESTARTS AGE\n",
"pod/feast-example-74d5c98984-sr9bs 0/3 Init:0/1 0 4m43s\n",
"pod/postgres-ff8d4cf48-bqvfm 1/1 Running 0 7m36s\n",
"pod/redis-b4756b75d-fxkst 1/1 Running 0 7m35s\n",
"NAME READY STATUS RESTARTS AGE\n",
"pod/feast-example-556689b95c-gb227 0/1 PodInitializing 0 6m41s\n",
"pod/postgres-ff8d4cf48-6nqhs 1/1 Running 0 10m\n",
"pod/redis-b4756b75d-nttdm 1/1 Running 0 10m\n",
"\n",
"NAME TYPE CLUSTER-IP EXTERNAL-IP PORT(S) AGE\n",
"service/feast-example-offline ClusterIP 10.43.81.130 <none> 80/TCP 4m44s\n",
"service/feast-example-online ClusterIP 10.43.74.219 <none> 80/TCP 4m43s\n",
"service/feast-example-registry ClusterIP 10.43.52.126 <none> 80/TCP 4m43s\n",
"service/postgres ClusterIP 10.43.197.94 <none> 5432/TCP 7m36s\n",
"service/redis ClusterIP 10.43.137.235 <none> 6379/TCP 7m35s\n",
"NAME TYPE CLUSTER-IP EXTERNAL-IP PORT(S) AGE\n",
"service/feast-example-online ClusterIP 10.43.254.136 <none> 80/TCP 6m43s\n",
"service/postgres ClusterIP 10.43.203.123 <none> 5432/TCP 10m\n",
"service/redis ClusterIP 10.43.234.211 <none> 6379/TCP 10m\n",
"\n",
"NAME READY UP-TO-DATE AVAILABLE AGE\n",
"deployment.apps/feast-example 0/1 1 0 4m43s\n",
"deployment.apps/postgres 1/1 1 1 7m36s\n",
"deployment.apps/redis 1/1 1 1 7m35s\n",
"deployment.apps/feast-example 0/1 1 0 6m43s\n",
"deployment.apps/postgres 1/1 1 1 10m\n",
"deployment.apps/redis 1/1 1 1 10m\n",
"\n",
"NAME DESIRED CURRENT READY AGE\n",
"replicaset.apps/feast-example-74d5c98984 1 1 0 4m43s\n",
"replicaset.apps/postgres-ff8d4cf48 1 1 1 7m36s\n",
"replicaset.apps/redis-b4756b75d 1 1 1 7m35s\n",
"replicaset.apps/feast-example-556689b95c 1 1 0 6m43s\n",
"replicaset.apps/postgres-ff8d4cf48 1 1 1 10m\n",
"replicaset.apps/redis-b4756b75d 1 1 1 10m\n",
"deployment.apps/feast-example condition met\n"
]
}
Expand All @@ -289,15 +287,15 @@
},
{
"cell_type": "code",
"execution_count": 9,
"execution_count": 5,
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"NAME STATUS AGE\n",
"example Ready 10m\n"
"example Ready 7m39s\n"
]
}
],
Expand All @@ -314,7 +312,7 @@
},
{
"cell_type": "code",
"execution_count": 10,
"execution_count": 6,
"metadata": {},
"outputs": [
{
Expand Down Expand Up @@ -354,7 +352,7 @@
},
{
"cell_type": "code",
"execution_count": 11,
"execution_count": 7,
"metadata": {},
"outputs": [
{
Expand Down Expand Up @@ -383,16 +381,16 @@
"/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",
" driver = Entity(name=\"driver\", join_keys=[\"driver_id\"])\n",
"Applying changes for project credit_scoring_local\n",
"/opt/app-root/lib64/python3.11/site-packages/feast/feature_store.py:578: RuntimeWarning: On demand feature view is an experimental feature. This API is stable, but the functionality does not scale well for offline retrieval\n",
"/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",
" warnings.warn(\n",
"Deploying infrastructure for \u001b[1m\u001b[32mdriver_hourly_stats\u001b[0m\n",
"Deploying infrastructure for \u001b[1m\u001b[32mdriver_hourly_stats_fresh\u001b[0m\n"
]
}
],
"source": [
"!kubectl exec deploy/feast-example -itc registry -- cat feature_store.yaml\n",
"!kubectl exec deploy/feast-example -itc registry -- feast apply"
"!kubectl exec deploy/feast-example -itc online -- cat feature_store.yaml\n",
"!kubectl exec deploy/feast-example -itc online -- feast apply"
]
},
{
Expand All @@ -404,7 +402,7 @@
},
{
"cell_type": "code",
"execution_count": 12,
"execution_count": 8,
"metadata": {},
"outputs": [
{
Expand All @@ -413,29 +411,29 @@
"text": [
"/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",
" DUMMY_ENTITY = Entity(\n",
"/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",
" entity = cls(\n",
"/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",
" entity = cls(\n",
"/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",
" entity = cls(\n",
"NAME DESCRIPTION TAGS OWNER\n",
"credit_scoring_local A project for driver statistics {}\n",
"/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",
" DUMMY_ENTITY = Entity(\n",
"/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",
" entity = cls(\n",
"/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",
" entity = cls(\n",
"/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",
" entity = cls(\n",
"NAME ENTITIES TYPE\n",
"driver_hourly_stats {'driver'} FeatureView\n",
"driver_hourly_stats_fresh {'driver'} FeatureView\n",
"transformed_conv_rate {'driver'} OnDemandFeatureView\n",
"transformed_conv_rate_fresh {'driver'} OnDemandFeatureView\n"
"transformed_conv_rate_fresh {'driver'} OnDemandFeatureView\n",
"transformed_conv_rate {'driver'} OnDemandFeatureView\n"
]
}
],
"source": [
"!kubectl exec deploy/feast-example -itc registry -- feast projects list\n",
"!kubectl exec deploy/feast-example -itc registry -- feast feature-views list"
"!kubectl exec deploy/feast-example -itc online -- feast projects list\n",
"!kubectl exec deploy/feast-example -itc online -- feast feature-views list"
]
},
{
Expand All @@ -447,7 +445,7 @@
},
{
"cell_type": "code",
"execution_count": 13,
"execution_count": 9,
"metadata": {},
"outputs": [
{
Expand All @@ -456,13 +454,20 @@
"text": [
"/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",
" DUMMY_ENTITY = Entity(\n",
"Feast SDK Version: \"0.43.0\"\n"
"Feast SDK Version: \"0.45.0\"\n"
]
}
],
"source": [
"!kubectl exec deployment/feast-example -itc registry -- feast version"
"!kubectl exec deployment/feast-example -itc online -- feast version"
]
},
{
"cell_type": "code",
"execution_count": null,
"metadata": {},
"outputs": [],
"source": []
}
],
"metadata": {
Expand Down
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