Add table azure_machine_learning_workspace closes #294

[ParthaI]

Integration test logs

Logs

No env file present for the current environment:  staging 
 Falling back to .env config
No env file present for the current environment:  staging
customEnv TURBOT_TEST_EXPECTED_TIMEOUT undefined

SETUP: tests/azure_machine_learning_workspace []

PRETEST: tests/azure_machine_learning_workspace

TEST: tests/azure_machine_learning_workspace
Running terraform
data.azurerm_client_config.current: Refreshing state...
data.null_data_source.resource: Refreshing state...
azurerm_resource_group.named_test_resource: Creating...
azurerm_resource_group.named_test_resource: Creation complete after 3s [id=/subscriptions/d46d7416-f95f-4771-bbb5-529d4c76659c/resourceGroups/turbottest41408]
azurerm_application_insights.named_test_resource: Creating...
azurerm_key_vault.named_test_resource: Creating...
azurerm_storage_account.named_test_resource: Creating...
azurerm_application_insights.named_test_resource: Still creating... [10s elapsed]
azurerm_key_vault.named_test_resource: Still creating... [10s elapsed]
azurerm_storage_account.named_test_resource: Still creating... [10s elapsed]
azurerm_application_insights.named_test_resource: Creation complete after 17s [id=/subscriptions/d46d7416-f95f-4771-bbb5-529d4c76659c/resourceGroups/turbottest41408/providers/microsoft.insights/components/turbottest41408]
azurerm_key_vault.named_test_resource: Still creating... [20s elapsed]
azurerm_storage_account.named_test_resource: Still creating... [20s elapsed]
azurerm_key_vault.named_test_resource: Still creating... [30s elapsed]
azurerm_storage_account.named_test_resource: Still creating... [30s elapsed]
azurerm_storage_account.named_test_resource: Creation complete after 38s [id=/subscriptions/d46d7416-f95f-4771-bbb5-529d4c76659c/resourceGroups/turbottest41408/providers/Microsoft.Storage/storageAccounts/turbottest41408]
azurerm_key_vault.named_test_resource: Still creating... [40s elapsed]
azurerm_key_vault.named_test_resource: Still creating... [50s elapsed]
azurerm_key_vault.named_test_resource: Still creating... [1m0s elapsed]
azurerm_key_vault.named_test_resource: Still creating... [1m10s elapsed]
azurerm_key_vault.named_test_resource: Still creating... [1m20s elapsed]
azurerm_key_vault.named_test_resource: Still creating... [1m30s elapsed]
azurerm_key_vault.named_test_resource: Still creating... [1m40s elapsed]
azurerm_key_vault.named_test_resource: Still creating... [1m50s elapsed]
azurerm_key_vault.named_test_resource: Still creating... [2m0s elapsed]
azurerm_key_vault.named_test_resource: Still creating... [2m10s elapsed]
azurerm_key_vault.named_test_resource: Still creating... [2m20s elapsed]
azurerm_key_vault.named_test_resource: Still creating... [2m30s elapsed]
azurerm_key_vault.named_test_resource: Creation complete after 2m36s [id=/subscriptions/d46d7416-f95f-4771-bbb5-529d4c76659c/resourceGroups/turbottest41408/providers/Microsoft.KeyVault/vaults/turbottest41408]
azurerm_machine_learning_workspace.named_test_resource: Creating...
azurerm_machine_learning_workspace.named_test_resource: Still creating... [10s elapsed]
azurerm_machine_learning_workspace.named_test_resource: Still creating... [20s elapsed]
azurerm_machine_learning_workspace.named_test_resource: Still creating... [30s elapsed]
azurerm_machine_learning_workspace.named_test_resource: Still creating... [40s elapsed]
azurerm_machine_learning_workspace.named_test_resource: Still creating... [50s elapsed]
azurerm_machine_learning_workspace.named_test_resource: Still creating... [1m0s elapsed]
azurerm_machine_learning_workspace.named_test_resource: Still creating... [1m10s elapsed]
azurerm_machine_learning_workspace.named_test_resource: Creation complete after 1m14s [id=/subscriptions/d46d7416-f95f-4771-bbb5-529d4c76659c/resourceGroups/turbottest41408/providers/Microsoft.MachineLearningServices/workspaces/turbottest41408]

Warning: Deprecated Resource

The null_data_source was historically used to construct intermediate values to
re-use elsewhere in configuration, the same can now be achieved using locals


Apply complete! Resources: 5 added, 0 changed, 0 destroyed.

Outputs:

location = eastus
resource_aka = azure:///subscriptions/d46d7416-f95f-4771-bbb5-529d4c76659c/resourceGroups/turbottest41408/providers/Microsoft.MachineLearningServices/workspaces/turbottest41408
resource_aka_lower = azure:///subscriptions/d46d7416-f95f-4771-bbb5-529d4c76659c/resourcegroups/turbottest41408/providers/microsoft.machinelearningservices/workspaces/turbottest41408
resource_id = /subscriptions/d46d7416-f95f-4771-bbb5-529d4c76659c/resourceGroups/turbottest41408/providers/Microsoft.MachineLearningServices/workspaces/turbottest41408
resource_name = turbottest41408
subscription_id = d46d7416-f95f-4771-bbb5-529d4c76659c

Running SQL query: test-get-query.sql
[
  {
    "id": "/subscriptions/d46d7416-f95f-4771-bbb5-529d4c76659c/resourceGroups/turbottest41408/providers/Microsoft.MachineLearningServices/workspaces/turbottest41408",
    "name": "turbottest41408",
    "region": "eastus",
    "resource_group": "turbottest41408",
    "subscription_id": "d46d7416-f95f-4771-bbb5-529d4c76659c",
    "tags": {
      "name": "turbottest41408"
    },
    "type": "Microsoft.MachineLearningServices/workspaces"
  }
]
✔ PASSED

Running SQL query: test-list-query.sql
[
  {
    "id": "/subscriptions/d46d7416-f95f-4771-bbb5-529d4c76659c/resourceGroups/turbottest41408/providers/Microsoft.MachineLearningServices/workspaces/turbottest41408",
    "name": "turbottest41408",
    "type": "Microsoft.MachineLearningServices/workspaces"
  }
]
✔ PASSED

Running SQL query: test-not-found-query.sql
null
✔ PASSED

Running SQL query: test-turbot-query.sql
[
  {
    "akas": [
      "azure:///subscriptions/d46d7416-f95f-4771-bbb5-529d4c76659c/resourceGroups/turbottest41408/providers/Microsoft.MachineLearningServices/workspaces/turbottest41408",
      "azure:///subscriptions/d46d7416-f95f-4771-bbb5-529d4c76659c/resourcegroups/turbottest41408/providers/microsoft.machinelearningservices/workspaces/turbottest41408"
    ],
    "name": "turbottest41408",
    "tags": {
      "name": "turbottest41408"
    },
    "title": "turbottest41408"
  }
]
✔ PASSED

POSTTEST: tests/azure_machine_learning_workspace

TEARDOWN: tests/azure_machine_learning_workspace

SUMMARY:

1/1 passed.

Example query results

Results

Basic info

select
  name,
  id,
  type,
  provisioning_state
from
  azure_machine_learning_workspace;

+------+------------------------------------------------------------------------------------------------------------------------------------------+----------------------------------------------+----------
| name | id                                                                                                                                       | type                                         | provision
+------+------------------------------------------------------------------------------------------------------------------------------------------+----------------------------------------------+----------
| test | /subscriptions/d46d7416-f95f-4771-bbb5-529d4c76659c/resourceGroups/turbot_rg/providers/Microsoft.MachineLearningServices/workspaces/test | Microsoft.MachineLearningServices/workspaces | Succeeded
+------+------------------------------------------------------------------------------------------------------------------------------------------+----------------------------------------------+---------

List system assigned identity type workspace

select
  name,
  id,
  type,
  identity ->> 'type' as identity_type
from
  azure_machine_learning_workspace
where
  identity ->> 'type' = 'SystemAssigned';

+------+------------------------------------------------------------------------------------------------------------------------------------------+----------------------------------------------+----------
| name | id                                                                                                                                       | type                                         | identity_
+------+------------------------------------------------------------------------------------------------------------------------------------------+----------------------------------------------+----------
| test | /subscriptions/d46d7416-f95f-4771-bbb5-529d4c76659c/resourceGroups/turbot_rg/providers/Microsoft.MachineLearningServices/workspaces/test | Microsoft.MachineLearningServices/workspaces | SystemAss
+------+------------------------------------------------------------------------------------------------------------------------------------------+----------------------------------------------+----------

List key vault used by workspaces with soft deletion enabled

select
  m.name as workspace_name,
  m.id as workspace_id,
  v.soft_delete_enabled
from
  azure_machine_learning_workspace as m,
  azure_key_vault as v
where
  lower(m.key_vault) = lower(v.id) and v.soft_delete_enabled;

+----------------+------------------------------------------------------------------------------------------------------------------------------------------+---------------------+
| workspace_name | workspace_id                                                                                                                             | soft_delete_enabled |
+----------------+------------------------------------------------------------------------------------------------------------------------------------------+---------------------+
| test           | /subscriptions/d46d7416-f95f-4771-bbb5-529d4c76659c/resourceGroups/turbot_rg/providers/Microsoft.MachineLearningServices/workspaces/test | true                |
+----------------+------------------------------------------------------------------------------------------------------------------------------------------+---------------------+

[bigdatasourav]

@ParthaI as discussed, need to check if we require a custom structure or not.

[ParthaI]

@ParthaI as discussed, need to check if we require a custom structure or not.

We need custom structure I checked we are getting few attributes value as null like friendly_name, provisioning_state, creation_time, workspace_id etc..

[bigdatasourav]

LGTM