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2020-09-01-preview Batch endpoints and deployments (#11028)
* API spec for AzureML Batch Endpoints and deployments * Update readme * Fix validation errors * Validation fixes * Fix validation errors * Validation fixes part 2 * Fix spec errors * Fix version * PR feedback from ARM API review Co-authored-by: Puviyarasan Pandian <[email protected]>
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‎specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2020-09-01-preview/batchInference.json‎

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‎specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2020-09-01-preview/examples/createOrUpdateBatchDeployment.json‎

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{
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"parameters": {
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"subscriptionId": "00000000-1111-2222-3333-444444444444",
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"resourceGroupName": "resourceGroup-1234",
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"workspaceName": "testworkspace",
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"api-version": "2020-09-01-preview",
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"endpointName": "testEndpointName",
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"deploymentId": "testBatchDeployment",
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"properties": {
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"location": "westus2euap",
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"tags": {},
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"properties": {
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"scaleSettings": {
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"nodeCount": 1
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},
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"batchSettings": {
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"computeId": "cluster-name",
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"partitioningScheme": {
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"miniBatchSize": 20
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},
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"outputConfiguration": {
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"outputAction": "AppendRow"
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},
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"errorThreshold": 5,
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"retrySettings": {
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"timeoutInSeconds": 30
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}
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},
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"codeConfiguration": {
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"command": [
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"batch_scoring.py"
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]
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},
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"environmentId": "some environment",
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"properties": {
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"description": "string"
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}
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}
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}
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},
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"responses": {
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"200": {
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"body": {
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"id": "/subscriptions/00000000-1111-2222-3333-444444444444/resourceGroups/resourceGroup-1234/providers/Microsoft.MachineLearningServices/workspaces/testworkspace/batchEndpoints/testEndpointName/deployments/testBatchDeployment",
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"name": "testBatchDeployment",
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"type": "Microsoft.MachineLearningServices/workspaces/batchEndpoints/deployments",
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"location": "westus2euap",
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"tags": {},
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"properties": {
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"scaleSettings": {
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"nodeCount": 1
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},
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"batchSettings": {
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"computeId": "some compute",
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"errorThreshold": 5,
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"retrySettings": {
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"maximumRetries": 0,
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"timeoutInSeconds": 30
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},
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"partitioningScheme": {
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"partitioningKey": null,
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"miniBatchSize": 20
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},
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"loggingLevel": "Info",
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"outputConfiguration": {
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"outputAction": "AppendRow",
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"appendRowFileName": null
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}
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},
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"description": "Testing deployment creation",
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"properties": {
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"description": "string"
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},
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"modelId": "some model",
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"codeConfiguration": {
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"commandType": "Command",
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"codeArtifactId": "some code artifact",
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"command": [
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"batch_scoring.py"
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]
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},
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"environmentId": "some environment",
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"provisioningState": "Succeeded"
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}
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}
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},
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"201": {
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"body": {
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"id": "/subscriptions/00000000-1111-2222-3333-444444444444/resourceGroups/resourceGroup-1234/providers/Microsoft.MachineLearningServices/workspaces/testworkspace/batchEndpoints/testEndpointName/deployments/testBatchDeployment",
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"name": "testBatchDeployment",
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"type": "Microsoft.MachineLearningServices/workspaces/batchEndpoints/deployments",
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"location": "westus2euap",
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"tags": {},
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"properties": {
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"scaleSettings": {
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"nodeCount": 1
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},
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"batchSettings": {
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"computeId": "some compute",
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"errorThreshold": 5,
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"retrySettings": {
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"maximumRetries": 0,
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"timeoutInSeconds": 30
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},
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"partitioningScheme": {
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"partitioningKey": null,
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"miniBatchSize": 20
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},
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"loggingLevel": "Info",
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"outputConfiguration": {
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"outputAction": "AppendRow",
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"appendRowFileName": null
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}
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},
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"description": "Testing deployment creation",
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"properties": {
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"description": "string"
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},
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"modelId": "some model",
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"codeConfiguration": {
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"commandType": "Command",
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"codeArtifactId": "some code artifact",
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"command": [
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"batch_scoring.py"
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]
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},
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"environmentId": "some environment",
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"provisioningState": "Succeeded"
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}
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}
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}
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}
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}

‎specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2020-09-01-preview/examples/createOrUpdateBatchEndpoint.json‎

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{
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"parameters": {
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"subscriptionId": "00000000-1111-2222-3333-444444444444",
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"resourceGroupName": "resourceGroup-1234",
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"workspaceName": "testworkspace",
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"api-version": "2020-09-01-preview",
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"endpointName": "testBatchEndpoint",
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"properties": {
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"location": "westus2euap",
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"tags": {},
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"properties": {
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"name": "test9301",
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"description": "Testing pipeline endpoint creation",
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"authMode": "AMLTokenAuth",
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"trafficRules": "{'testDeployment1': 100, 'testDeployment2': 0}",
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"computeConfiguration": {
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"computeType": "AMLCompute"
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}
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}
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}
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},
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"responses": {
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"200": {
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"body": {
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"id": "/subscriptions/00000000-1111-2222-3333-444444444444/resourceGroups/resourceGroup-1234/providers/Microsoft.MachineLearningServices/workspaces/testworkspace/batchEndpoints/testEndpointName",
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"name": "testBatchEndpoint",
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"type": "Microsoft.MachineLearningServices/workspaces/batchEndpoints",
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"location": "westus2euap",
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"tags": {},
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"properties": {
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"authMode": "AMLTokenAuth",
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"provisioningState": "Succeeded",
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"trafficRules": {
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"testDeployment1": 100,
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"testDeployment2": 0
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},
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"computeConfiguration": {
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"computeType": "AMLCompute"
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},
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"properties": {
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"description": "Testing pipeline endpoint creation"
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}
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}
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}
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},
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"201": {
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"body": {
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"id": "/subscriptions/00000000-1111-2222-3333-444444444444/resourceGroups/resourceGroup-1234/providers/Microsoft.MachineLearningServices/workspaces/testworkspace/batchEndpoints/testEndpointName",
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"name": "testBatchEndpoint",
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"type": "Microsoft.MachineLearningServices/workspaces/batchEndpoints",
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"location": "westus2euap",
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"tags": {},
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"properties": {
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"authMode": "AMLTokenAuth",
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"provisioningState": "Succeeded",
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"trafficRules": {
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"testDeployment1": 100,
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"testDeployment2": 0
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},
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"computeConfiguration": {
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"computeType": "AMLCompute"
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},
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"properties": {
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"description": "Testing pipeline endpoint creation"
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}
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}
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}
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}
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}
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}

‎specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2020-09-01-preview/examples/deleteBatchDeployment.json‎

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{
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"parameters": {
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"subscriptionId": "00000000-1111-2222-3333-444444444444",
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"resourceGroupName": "resourceGroup-1234",
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"workspaceName": "testworkspace",
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"endpointName": "testBatchEndpoint",
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"deploymentId": "testBatchDeployment",
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"api-version": "2020-12-01-preview"
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},
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"responses": {
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"200": {},
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"204": {}
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}
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}

‎specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2020-09-01-preview/examples/deleteBatchEndpoint.json‎

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{
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"parameters": {
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"subscriptionId": "00000000-1111-2222-3333-444444444444",
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"resourceGroupName": "resourceGroup-1234",
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"workspaceName": "testworkspace",
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"endpointName": "testBatchEndpoint",
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"api-version": "2020-12-01-preview"
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},
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"responses": {
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"200": {},
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"204": {}
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}
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}

‎specification/machinelearningservices/resource-manager/Microsoft.MachineLearningServices/preview/2020-09-01-preview/examples/getBatchDeployment.json‎

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{
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"parameters": {
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"subscriptionId": "00000000-1111-2222-3333-444444444444",
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"resourceGroupName": "resourceGroup-1234",
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"workspaceName": "testworkspace",
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"endpointName": "testBatchEndpoint",
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"deploymentId": "testBatchDeployment",
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"api-version": "2020-12-01-preview"
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},
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"responses": {
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"200": {
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"body": {
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"id": "/subscriptions/00000000-1111-2222-3333-444444444444/resourceGroups/resourceGroup-1234/providers/Microsoft.MachineLearningServices/workspaces/testworkspace/batchEndpoints/testEndpointName/deployments/testBatchDeployment",
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"name": "testBatchDeployment",
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"type": "Microsoft.MachineLearningServices/workspaces/batchEndpoints/deployments",
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"location": "westus2euap",
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"tags": {},
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"properties": {
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"scaleSettings": {
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"nodeCount": 1
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},
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"batchSettings": {
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"computeId": "some compute",
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"errorThreshold": 5,
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"retrySettings": {
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"maximumRetries": 0,
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"timeoutInSeconds": 30
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},
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"partitioningScheme": {
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"partitioningKey": null,
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"miniBatchSize": 20
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},
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"loggingLevel": "Info",
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"outputConfiguration": {
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"outputAction": "AppendRow",
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"appendRowFileName": null
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}
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},
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"description": "Testing deployment creation",
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"properties": {
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"description": "string"
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},
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"modelId": "some model",
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"codeConfiguration": {
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"commandType": "Command",
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"codeArtifactId": "some code artifact",
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"command": [
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"batch_scoring.py"
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]
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},
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"environmentId": "some environment",
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"provisioningState": "Succeeded"
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}
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}
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}
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}
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}

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