Microsoft Azure Stream Analytics
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Please refer to the Microsoft Azure Sources topic for additional information on how to configure the LPU, and general Azure Data Collection setup details.
Least Privileged User
Steps:
- Using the Azure CLI Client, find the Subscription ID and Tenant ID from your account list
- Create a custom RBAC role using the JSON provided. Include your Subscription ID and rename the file to azure.json
- 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. |
Updated about 1 year ago