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Microsoft Azure Stream Analytics

For more information on how to use the below LPU and other Azure Data Collection setup. See the Microsoft Azure Sources topic

Least Privileged User

Steps:

  1. Using the Azure CLI Client, find the Subscription ID and Tenant ID from your account list
  2. Create a custom RBAC role using the JSON provided. Include your Subscription ID and rename the file to azure.json
  3. Create an Active Directory Service Principal and assign the custom RBAC role t it.

Creating custom roles using the Azure CLI:

https://docs.microsoft.com/en-us/azure/role-based-access-control/custom-roles

Assigning roles using the Azure CLI:

https://docs.microsoft.com/en-us/azure/role-based-access-control/role-assignments-portal

{
  "Name": "LPU Microsoft Azure Stream Analytics",
  "Description": "LPU for Microsoft Azure Stream Analytics",
  "Actions": [
    "Microsoft.StreamAnalytics/streamingjobs/*/read",
    "Microsoft.Insights/metrics/*/read",
    "Microsoft.Authorization/*/read"
  ],
  "AssignableScopes": [
    "/subscriptions/[Subscription ID]"
  ]
}

Connection Parameters

Name
Required?
Description

Subscription ID

Required

GUID Subscription ID

Tenant ID

Required

GUID Tenant ID (also known as Directory ID)

Client ID

Required

GUID Client ID (also known as Application ID)

Client Secret

Required

The Secret (also known as Key) corresponding to the Client ID.

Maximum HTTP Retry Time (seconds)

The maximum amount of time in seconds to retry each API request when the API is throttling.

HTTP Request Timeout (seconds)

The maximum amount of time in seconds before a single HTTP request will fail.

Metrics

API Usage

Name
Description

Average Pages

The average amount of pages needed for a paged resource type.

Average Request Retries

The average number of retry requests per unique requests made.

Average Retry Attempts

The average number of retry requests made per unique request that was retried.

Average Retry Wait (Milliseconds)

The average amount of time retried requests spent waiting.

Client ID

The client ID used to make API calls.

Failed Requests

The total number of requests that returned a failure response.

Maximum Pages

The most amount of pages needed for a paged resource type.

Maximum Retries

The highest number of retries made for a single request.

Maximum Retry Wait (Milliseconds)

The most amount of time a retried request spent waiting.

Minimum Pages

The least amount of pages needed for a paged resource type.

Minimum Retry Wait (Milliseconds)

The least amount of time a retried request spent waiting.

Other Status Responses

The total number of successful requests that responded with some other accepted status.

Request Timeouts

The total number of requests that timed out waiting for a response.

Requests Retried

The number of unique requests that were retried.

Retry Status Responses

The total number of successful requests that responded with the status TOO MANY REQUESTS (429).

Retry Timeouts

The total number of requests that needed to be retried, but the request retry time exceeded the maximum retry time.

Status OK Responses

The total number of successful requests that responded with the status OK (200).

Subscription ID

The subscription ID used to make API calls.

Successful Requests

The total number of requests that returned a successful response.

Tenant ID

The tenant ID used to make API calls.

Total Monitor Requests

The total number of requests made to get monitor metrics.

Total Paged Requests

The total amount of resource types that required paging.

Total Requests

The total number of requests made during collection.

Total Retries

The total number of retry requests that were made.

Unique Monitor Requests

The number of unique requests made to get monitor metrics.

Unique Requests

The number of requests made with unique endpoints.

Function

Name
Description

ID

Azure resource ID.

Name

Azure resource name.

Type

Job function type.

Input

Name
Description

Compression Type

Data compression type.

Data Type

Data type.

Datasource Type

Data source type.

ID

Azure resource ID.

Name

Azure resource name.

Serialization Type

Data serialization type.

Job

Name
Description

Azure Machine Learning Callout Input Events Count

Total number of Azure Machine Learning callout input events.

Azure Machine Learning Callout Requests Count

Total number of Azure Machine Learning callout requests.

Azure Machine Learning Failed Requests Count

Total number of failed Azure Machine Learning callout requests.

Conversion Errors Count

Total number of conversion errors.

Created Date

Job creation date.

Deserialization Errors Count

Total number of deserialization count.

Dropped Events Count

Total number of dropped or adjusted events.

Early Input Events Count

Total number of early input events.

Errors Count

Total number of errors.

Events Late Arrival Maximum Delay (Seconds)

Maximum delay for events arriving late.

Events Out Of Order Maximum Delay (Seconds)

Maximum delay for out of order events.

Events Out Of Order Policy

Job policy for out of order events.

ID

Azure resource ID.

Input Events Count

Total number of input events.

Input Events Size (Bytes)

Total size of input events.

Last Output Event Time

Time of last output event.

Late Input Events Count

Total number of late input events.

Location

Location where this resource lives.

Name

Azure resource name.

Output Error Policy

Job policy for output errors.

Output Events Count

Total number of output events.

Output Start Mode

When to start job output.

Output Start Time

Time when job starts output.

Provisioning State

Provisioning state of this job.

SKU Name

Azure SKU name.

State

Job runtime state.

Streaming Units Utilization (%)

The current utilization of streaming units.

Output

Name
Description

Compression Type

Data compression type.

Data Type

Data type.

Datasource Type

Data source type.

ID

Azure resource ID.

Name

Azure resource name.

Serialization Type

Data serialization type.