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Spark version upgrade to 3.3 #3396

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4 changes: 2 additions & 2 deletions cli/jobs/pipelines-with-components/shakespear_sample_and_word_count_using_spark/pipeline.yml
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Expand Up @@ -32,7 +32,7 @@ jobs:

resources:
instance_type: Standard_E8S_V3
runtime_version: 3.1.0
runtime_version: 3.3.0

count_word:
type: spark
Expand All @@ -44,6 +44,6 @@ jobs:

resources:
instance_type: Standard_E8S_V3
runtime_version: 3.1.0
runtime_version: 3.3.0


4 changes: 2 additions & 2 deletions cli/jobs/pipelines/add-column-and-word-count-using-spark/pipeline.yml
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Expand Up @@ -36,7 +36,7 @@ jobs:

resources:
instance_type: Standard_E8S_V3
runtime_version: 3.1.0
runtime_version: 3.3.0

conf:
spark.driver.cores: 2
Expand Down Expand Up @@ -71,7 +71,7 @@ jobs:

resources:
instance_type: Standard_E8S_V3
runtime_version: 3.1.0
runtime_version: 3.3.0

conf:
spark.driver.cores: 2
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2 changes: 1 addition & 1 deletion cli/jobs/spark/serverless-spark-pipeline-default-identity.yml
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Expand Up @@ -22,4 +22,4 @@ jobs:

resources:
instance_type: standard_e8s_v3
runtime_version: "3.2"
runtime_version: "3.3"
2 changes: 1 addition & 1 deletion cli/jobs/spark/serverless-spark-pipeline-managed-identity.yml
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Expand Up @@ -25,4 +25,4 @@ jobs:

resources:
instance_type: standard_e8s_v3
runtime_version: "3.2"
runtime_version: "3.3"
2 changes: 1 addition & 1 deletion cli/jobs/spark/serverless-spark-pipeline-user-identity.yml
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Expand Up @@ -25,4 +25,4 @@ jobs:

resources:
instance_type: standard_e8s_v3
runtime_version: "3.2"
runtime_version: "3.3"
2 changes: 1 addition & 1 deletion cli/jobs/spark/serverless-spark-standalone-default-identity.yml
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Expand Up @@ -31,5 +31,5 @@ args: >-

resources:
instance_type: standard_e4s_v3
runtime_version: "3.2"
runtime_version: "3.3"

2 changes: 1 addition & 1 deletion cli/jobs/spark/serverless-spark-standalone-managed-identity.yml
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Expand Up @@ -34,5 +34,5 @@ identity:

resources:
instance_type: standard_e4s_v3
runtime_version: "3.2"
runtime_version: "3.3"

2 changes: 1 addition & 1 deletion cli/jobs/spark/serverless-spark-standalone-user-identity.yml
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Expand Up @@ -34,5 +34,5 @@ identity:

resources:
instance_type: standard_e4s_v3
runtime_version: "3.2"
runtime_version: "3.3"

2 changes: 1 addition & 1 deletion cli/jobs/spark/setup-attached-resources.sh
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Expand Up @@ -27,7 +27,7 @@ az storage account create --name $GEN2_STORAGE_NAME --resource-group $RESOURCE_G
az storage fs create -n $GEN2_FILE_SYSTEM --account-name $GEN2_STORAGE_NAME
az synapse workspace create --name $SYNAPSE_WORKSPACE_NAME --resource-group $RESOURCE_GROUP --storage-account $GEN2_STORAGE_NAME --file-system $GEN2_FILE_SYSTEM --sql-admin-login-user $SQL_ADMIN_LOGIN_USER --sql-admin-login-password $RANDOM_STRING --location $LOCATION
az role assignment create --role "Storage Blob Data Owner" --assignee $AML_USER_MANAGED_ID_OID --scope /subscriptions/$SUBSCRIPTION_ID/resourceGroups/$RESOURCE_GROUP/providers/Microsoft.Storage/storageAccounts/$GEN2_STORAGE_NAME/blobServices/default/containers/$GEN2_FILE_SYSTEM
az synapse spark pool create --name $SPARK_POOL_NAME --workspace-name $SYNAPSE_WORKSPACE_NAME --resource-group $RESOURCE_GROUP --spark-version 3.2 --node-count 3 --node-size Medium --min-node-count 3 --max-node-count 10 --enable-auto-scale true
az synapse spark pool create --name $SPARK_POOL_NAME --workspace-name $SYNAPSE_WORKSPACE_NAME --resource-group $RESOURCE_GROUP --spark-version 3.3 --node-count 3 --node-size Medium --min-node-count 3 --max-node-count 10 --enable-auto-scale true
az synapse workspace firewall-rule create --name allowAll --workspace-name $SYNAPSE_WORKSPACE_NAME --resource-group $RESOURCE_GROUP --start-ip-address 0.0.0.0 --end-ip-address 255.255.255.255

if [[ "$2" == *"managed-identity"* ]]
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2 changes: 1 addition & 1 deletion sdk/python/featurestore_sample/automation-test/test_featurestore_cli_samples.ipynb
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Expand Up @@ -69,7 +69,7 @@
" executor_instances=1,\n",
" resources={\n",
" \"instance_type\": \"Standard_E8S_V3\",\n",
" \"runtime_version\": \"3.2.0\",\n",
" \"runtime_version\": \"3.3.0\",\n",
" },\n",
" conf={\"spark.synapse.library.python.env\": contents},\n",
")\n",
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2 changes: 1 addition & 1 deletion sdk/python/featurestore_sample/automation-test/test_featurestore_sdk_samples.ipynb
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Expand Up @@ -69,7 +69,7 @@
" executor_instances=1,\n",
" resources={\n",
" \"instance_type\": \"Standard_E8S_V3\",\n",
" \"runtime_version\": \"3.2.0\",\n",
" \"runtime_version\": \"3.3.0\",\n",
" },\n",
" conf={\"spark.synapse.library.python.env\": contents},\n",
")\n",
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2 changes: 1 addition & 1 deletion sdk/python/featurestore_sample/automation-test/test_featurestore_vnet_samples.ipynb
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Expand Up @@ -69,7 +69,7 @@
" executor_instances=1,\n",
" resources={\n",
" \"instance_type\": \"Standard_E8S_V3\",\n",
" \"runtime_version\": \"3.2.0\",\n",
" \"runtime_version\": \"3.3.0\",\n",
" },\n",
" conf={\"spark.synapse.library.python.env\": contents},\n",
")\n",
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2 changes: 1 addition & 1 deletion sdk/python/featurestore_sample/featurestore/arm-template/parameters.json
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Expand Up @@ -177,7 +177,7 @@
}
},
"spark_runtime_version": {
"value": "3.2.0"
"value": "3.3.0"
},
"offlineStoreStorageAccountOption": {
"value": "new"
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2 changes: 1 addition & 1 deletion sdk/python/featurestore_sample/featurestore/featurestore_with_offline_setting.yaml
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Expand Up @@ -13,4 +13,4 @@ materialization_identity:
resource_id: /subscriptions/{sub-id}/resourceGroups/{rg}/providers/Microsoft.ManagedIdentity/userAssignedIdentities/{uai-name}

compute_runtime:
spark_runtime_version: '3.2'
spark_runtime_version: '3.3'
2 changes: 1 addition & 1 deletion sdk/python/featurestore_sample/notebooks/sdk_and_cli/4.Provision-feature-store.ipynb
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Expand Up @@ -1428,7 +1428,7 @@
"```json\n",
"\"parameters\": {\n",
" \"spark_runtime_version\": {\n",
" \"value\": \"3.2.0\"\n",
" \"value\": \"3.3.0\"\n",
" }\n",
"}\n",
"```"
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2 changes: 1 addition & 1 deletion ...tore_sample/notebooks/sdk_and_cli/network_isolation/Network-isolation-feature-store.ipynb
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Expand Up @@ -936,7 +936,7 @@
" \"$schema\": \"http://azureml/sdk-2-0/FeatureStore.json\",\n",
" \"name\": featurestore_name,\n",
" \"location\": featurestore_location,\n",
" \"compute_runtime\": {\"spark_runtime_version\": \"3.2\"},\n",
" \"compute_runtime\": {\"spark_runtime_version\": \"3.3\"},\n",
" \"offline_store\": {\n",
" \"type\": \"azure_data_lake_gen2\",\n",
" \"target\": offline_store_gen2_container_arm_id,\n",
Expand Down
2 changes: 1 addition & 1 deletion sdk/python/featurestore_sample/project/fraud_model/pipelines/batch_inference_pipeline.yaml
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Expand Up @@ -28,7 +28,7 @@ jobs:
observation_data_format: parquet
resources:
instance_type: standard_e4s_v3
runtime_version: "3.2"
runtime_version: "3.3"
outputs:
output_data:
conf:
Expand Down
2 changes: 1 addition & 1 deletion sdk/python/featurestore_sample/project/fraud_model/pipelines/training_pipeline.yaml
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Expand Up @@ -28,7 +28,7 @@ jobs:
observation_data_format: parquet
resources:
instance_type: standard_e4s_v3
runtime_version: "3.2"
runtime_version: "3.3"
outputs:
output_data:
conf:
Expand Down
2 changes: 1 addition & 1 deletion sdk/python/jobs/pipelines/1i_pipeline_with_spark_nodes/pipeline_with_spark_nodes.ipynb
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Expand Up @@ -171,7 +171,7 @@
" kmeans_clustering = spark_kmeans(file_input=train_data)\n",
" kmeans_clustering.resources = {\n",
" \"instance_type\": \"Standard_E8S_V3\",\n",
" \"runtime_version\": \"3.2.0\",\n",
" \"runtime_version\": \"3.3.0\",\n",
" }\n",
" kmeans_clustering.outputs.output.mode = InputOutputModes.DIRECT\n",
"\n",
Expand Down
6 changes: 3 additions & 3 deletions ...d_forecast_pipeline/aml-demand-forecast-mm-pipeline/aml-demand-forecast-mm-pipeline.ipynb
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Expand Up @@ -601,7 +601,7 @@
"|Property|Description|\n",
"|:-|:-|\n",
"| **instance_type** | A key that defines the compute instance type to be used for the serverless Spark compute. The following instance types are currently supported:<ul><li>`Standard_E4S_V3`</li><li>`Standard_E8S_V3`</li><li>`Standard_E16S_V3`</li><li>`Standard_E32S_V3`</li><li>`Standard_E64S_V3`</li></ul>|\n",
"| **runtime_version** | A key that defines the Spark runtime version. The following Spark runtime versions are currently supported:<ul><li>`3.1.0`</li><li>`3.2.0`</li></ul> |\n",
"| **runtime_version** | A key that defines the Spark runtime version. The following Spark runtime versions are currently supported:<ul><li>`3.3.0`</li><li>`3.4.0`</li></ul> |\n",
"| **driver_cores** | The he number of cores allocated for the Spark driver. |\n",
"| **driver_memory** | The allocated memory for the Spark exedriver, with a size unit suffix `k`, `m`, `g` or `t` (for example, `512m`, `2g`). |\n",
"| **executor_cores** | The number of cores allocated for the Spark executor. |\n",
Expand Down Expand Up @@ -639,7 +639,7 @@
"if USE_PARTITIONING_COMPONENT:\n",
" spark_parameters = dict(\n",
" instance_type=\"Standard_E4S_V3\",\n",
" runtime_version=\"3.2.0\",\n",
" runtime_version=\"3.3.0\",\n",
" driver_cores=1,\n",
" driver_memory=\"2g\",\n",
" executor_cores=2,\n",
Expand Down Expand Up @@ -704,7 +704,7 @@
"\n",
" partition_step.resources = {\n",
" \"instance_type\": spark_parameters.get(\"instance_type\", \"Standard_E4S_V3\"),\n",
" \"runtime_version\": str(spark_parameters.get(\"runtime_version\", \"3.2.0\")),\n",
" \"runtime_version\": str(spark_parameters.get(\"runtime_version\", \"3.3.0\")),\n",
" }\n",
" partition_step.conf = {\n",
" \"spark.driver.cores\": spark_parameters.get(\"driver_cores\", 1),\n",
Expand Down
2 changes: 1 addition & 1 deletion sdk/python/jobs/spark/automation/run_interactive_session_notebook.ipynb
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Expand Up @@ -45,7 +45,7 @@
" executor_instances=2,\n",
" resources={\n",
" \"instance_type\": \"Standard_E8S_V3\",\n",
" \"runtime_version\": \"3.2.0\",\n",
" \"runtime_version\": \"3.3.0\",\n",
" },\n",
")\n",
"\n",
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2 changes: 1 addition & 1 deletion sdk/python/jobs/spark/setup_spark.sh
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Expand Up @@ -152,7 +152,7 @@ else
az storage fs create -n $GEN2_FILE_SYSTEM --account-name $GEN2_STORAGE_NAME
az synapse workspace create --name $SYNAPSE_WORKSPACE_NAME --resource-group $RESOURCE_GROUP --storage-account $GEN2_STORAGE_NAME --file-system $GEN2_FILE_SYSTEM --sql-admin-login-user $SQL_ADMIN_LOGIN_USER --sql-admin-login-password $RANDOM_STRING --location $LOCATION
az role assignment create --role "Storage Blob Data Owner" --assignee $AML_USER_MANAGED_ID_OID --scope /subscriptions/$SUBSCRIPTION_ID/resourceGroups/$RESOURCE_GROUP/providers/Microsoft.Storage/storageAccounts/$GEN2_STORAGE_NAME/blobServices/default/containers/$GEN2_FILE_SYSTEM
az synapse spark pool create --name $SPARK_POOL_NAME --workspace-name $SYNAPSE_WORKSPACE_NAME --resource-group $RESOURCE_GROUP --spark-version 3.2 --node-count 3 --node-size Medium --min-node-count 3 --max-node-count 10 --enable-auto-scale true
az synapse spark pool create --name $SPARK_POOL_NAME --workspace-name $SYNAPSE_WORKSPACE_NAME --resource-group $RESOURCE_GROUP --spark-version 3.3 --node-count 3 --node-size Medium --min-node-count 3 --max-node-count 10 --enable-auto-scale true
az synapse workspace firewall-rule create --name allowAll --workspace-name $SYNAPSE_WORKSPACE_NAME --resource-group $RESOURCE_GROUP --start-ip-address 0.0.0.0 --end-ip-address 255.255.255.255
#</create_attached_resources>

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6 changes: 3 additions & 3 deletions sdk/python/jobs/spark/submit_spark_pipeline_jobs.ipynb
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Expand Up @@ -342,7 +342,7 @@
" spark_step.identity = ManagedIdentityConfiguration()\n",
" spark_step.resources = {\n",
" \"instance_type\": \"Standard_E8S_V3\",\n",
" \"runtime_version\": \"3.2.0\",\n",
" \"runtime_version\": \"3.3.0\",\n",
" }\n",
"\n",
"\n",
Expand Down Expand Up @@ -422,7 +422,7 @@
" spark_step.identity = UserIdentityConfiguration()\n",
" spark_step.resources = {\n",
" \"instance_type\": \"Standard_E8S_V3\",\n",
" \"runtime_version\": \"3.2.0\",\n",
" \"runtime_version\": \"3.3.0\",\n",
" }\n",
"\n",
"\n",
Expand Down Expand Up @@ -501,7 +501,7 @@
" spark_step.outputs.wrangled_data.mode = InputOutputModes.DIRECT\n",
" spark_step.resources = {\n",
" \"instance_type\": \"Standard_E8S_V3\",\n",
" \"runtime_version\": \"3.2.0\",\n",
" \"runtime_version\": \"3.3.0\",\n",
" }\n",
"\n",
"\n",
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6 changes: 3 additions & 3 deletions sdk/python/jobs/spark/submit_spark_standalone_jobs.ipynb
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Expand Up @@ -267,7 +267,7 @@
" executor_instances=2,\n",
" resources={\n",
" \"instance_type\": \"Standard_E8S_V3\",\n",
" \"runtime_version\": \"3.2.0\",\n",
" \"runtime_version\": \"3.3.0\",\n",
" },\n",
" inputs={\n",
" \"titanic_data\": Input(\n",
Expand Down Expand Up @@ -329,7 +329,7 @@
" executor_instances=2,\n",
" resources={\n",
" \"instance_type\": \"Standard_E8S_V3\",\n",
" \"runtime_version\": \"3.2.0\",\n",
" \"runtime_version\": \"3.3.0\",\n",
" },\n",
" inputs={\n",
" \"titanic_data\": Input(\n",
Expand Down Expand Up @@ -391,7 +391,7 @@
" executor_instances=2,\n",
" resources={\n",
" \"instance_type\": \"Standard_E8S_V3\",\n",
" \"runtime_version\": \"3.2.0\",\n",
" \"runtime_version\": \"3.3.0\",\n",
" },\n",
" inputs={\n",
" \"titanic_data\": Input(\n",
Expand Down
4 changes: 2 additions & 2 deletions sdk/python/jobs/spark/submit_spark_standalone_jobs_managed_vnet.ipynb
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Expand Up @@ -531,7 +531,7 @@
" executor_instances=2,\n",
" resources={\n",
" \"instance_type\": \"Standard_E8S_V3\",\n",
" \"runtime_version\": \"3.2.0\",\n",
" \"runtime_version\": \"3.3.0\",\n",
" },\n",
" inputs={\n",
" \"titanic_data\": Input(\n",
Expand Down Expand Up @@ -765,7 +765,7 @@
" executor_instances=2,\n",
" resources={\n",
" \"instance_type\": \"Standard_E8S_V3\",\n",
" \"runtime_version\": \"3.2.0\",\n",
" \"runtime_version\": \"3.3.0\",\n",
" },\n",
" inputs={\n",
" \"titanic_data\": Input(\n",
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