Analyze Application Performance Daily Anonymized (no PII) with REST API (version 2.0)

Use APPLICATIONS_DAILY_ANONYMIZED to view the daily average performance of each discovered application WITHOUT any PII (personally identifiable information), hence queries can have a much longer retention. It returns daily summaries of each application's performance, along with location and device attributes. Use anonymized APIs for a daily aggregation if you do not need today's data, and if you do not need PII for your analysis. Anonymized APIs are the fastest, and the only way to view data older than three months.

For example, you can plot the daily average UXI of a specific application over the last year, and compare its performance on devices with different sizes of RAM.

Each returned entry from APPLICATIONS_DAILY_ANONYMIZED returns the discovered application (Application), a daily average of its performance measurements like UXI, wait time, hang time, the device details, and response times if it has activities. There is a single entry summarizing these values when all other dimensions (attributes) are the same. To summarize the data so that each entry is a single application's average performance across all dimensions, use $select to choose specific application names.

Note

You can access data using this API (retention) going back up to 400 days. With each day that passes, Aternity stores another day of this data. If you do not add a relative_time filter, by default it returns data for the past 7 days.

Note

This article covers the latest REST API version. For older version 1.0, click here.

Before You Begin

To send a REST API query in Excel, PowerBI or a browser, enter the URL of the REST API, your Aternity username (must have the OData REST API role) and its password. You can find this by selecting User icon > REST API Access. SSO users must generate (once) and use a special password, as Aternity's REST API does not authenticate with your enterprise's identity provider.

To view Aternity REST API, enter the base URL from Aternity > User icon > REST API Access, followed by the name of the API into a browser, Excel or PowerBI (learn more). For VIEWING, use <base_url>/latest/API_NAME; for INTEGRATIONS, use <base_url>/<version number>/API_NAME (for example, <base_url>/v1/API_NAME, or <base_url>/v1.0/API_NAME, or <base_url>/v2/API_NAME, or <base_url>/v2.0/API_NAME).

Get the latest REST API version for analyzing in the external app
:
Tip

Wherever possible, use $select and $filter to narrow your query, to avoid receiving an error like Returned data is too large. Learn more.

Examples

To access this API from a browser, Excel or Power BI (learn more), enter <base_url>/APPLICATIONS_DAILY_ANONYMIZED

A typical query showing a classic aggregation for this API would be:

.../APPLICATIONS_DAILY_ANONYMIZED?$select=Application_Name,Application_Type,Application_Version,Browser,Business_Location,Device_Days_From_Last_Boot,Location_City,Location_Country,Location_Region,Location_State,Device_Network_Type,On_Site,On_VPN,OS_Architecture,OS_Disk_Type,OS_Name,OS_Version,Client_Device_Type,User_Department,Active_Time,Activity_Client_Time_Avg,Activity_Network_Time_Avg,Activity_Response_Avg,Activity_Score,Activity_Server_Time_Avg,Activity_Volume,Application_Crashes_Total,Applications_Errors_Total,Application_Hang_Time_Total,Application_Usage_Time_Total,Application_UXI_Avg,Application_UXI_Weight_Avg,Application_Wait_Time_Total&$filter=relative_time(last_week)

To plot the daily average UXI value of Microsoft Outlook over the past year on devices with 4GB RAM, enter:

.../APPLICATIONS_DAILY_ANONYMIZED?$select=uxi,timeframe&$filter=relative_time(last_365_days) and (application_name eq 'Microsoft Outlook') and (device_memory eq '4GB')

Supported Parameters

You can view the data by entering the URL into Excel, into a browser, or into or any OData compatible application such as Power BI.

You can add parameters to the URL to filter the returned data, by adding a question mark (?) followed by a parameter and value, such as .../API_NAME?$filter=(USERNAME eq 'jsmith@company.com'), or several parameter-value pairs each separated by an ampersand (&), like .../API_NAME?$format=xml&$top=5.

Query Options Description
$select=

Use $select to return only specific columns (attributes), to make queries more efficient: ...API_NAME?$select=COL1,COL2,COL3

$format=

Use $format to force the returned data to be either in XML or JSON format. This is only useful for testing the raw data in a web browser. For example: .../API_NAME?$format=xml

$orderby=

Use $orderby to sort the returned data according to the value you choose. For example, .../API_NAME?$orderby=LOCATION

$top=

Use $top (lower case only) when you are initially testing the response of the API by returning the first few entries.

For example, to return the first five entries (not sorted), use: ...API_NAME?$top=5

$filter=

Use $filter to insert conditions that narrow down the data, to return only entries where those conditions are true..

To limit the timeframe of a query, add $filter=relative_time() like, .../API_NAME?$filter=relative_time(last_x_hours) or (last_x_days). Learn more.

Create conditions for filtering with any of the following operators:

Query Operators Description
eq

Equal to

For example, COL4 eq 'val4'

ne

Not equal to

For example, COL4 ne 'val4'

gt

Greater than

For example, COL4 gt 'val4'

ge

Greater than or equal

For example, COL4 ge 'val4'

lt

Less than

For example, COL4 lt 'val4'

le

Less than or equal

For example, COL4 le 'val4'

and

Logical and

For example, COL1 eq 'value1' and COL2 ne 'value2'

or

Logical or

For example, COL1 eq 'value1' or COL2 ne 'value2'

not

Logical negation

Create conditions for filtering with any of the following functions:

Query Functions Description
startswith

For example, $filter=startswith(account_name,'Aternity')

endswith

For example, $filter=endswith(account_name,'Aternity')

contains

$filter=contains(COL5,'val5')

For example, $filter=contains(account_name,'Aternity')

Use operators with parentheses to group conditions logically: .../API_NAME?$filter=(COLUMN1 eq 'value1' or COL2 neq 'val2') and (COL3 gt number) and not (COL4 eq 'val4' or contains(COL5,'val5'))
$search is NOT supported.

Do not use $search in Aternity's REST APIs.

If you use $select to display only specific columns, it makes the query faster by grouping all rows with identical attribute values into a single row with aggregated measurements. For example, if you use $select to return only the RAM size and CPU usage, if 50 devices have the same attribute of 16GB RAM, it condenses them into a single row and outputs their CPU usage as a single weighted average measurement.

Tip

Wherever possible, use $select and $filter to narrow your query, to avoid receiving an error like Returned data is too large. Learn more.

Output

Each returned entry from APPLICATIONS_DAILY_ANONYMIZED returns the discovered application (Application), a daily average of its performance measurements like UXI, wait time, hang time, the device details, and response times if it has activities. There is a single entry summarizing these values when all other dimensions (attributes) are the same. To summarize the data so that each entry is a single application's average performance across all dimensions, use $select to choose specific application names. If you use $select to display only specific columns, it makes the query faster by grouping all rows with identical attribute values into a single row with aggregated measurements.

You can access data using this API (retention) going back up to 12 months. With each day that passes, Aternity stores another day of this data.If you do not add a relative_time filter, by default it returns data for the past seven days.

The API returns two types of columns: Attributes (or dimensions) which are the properties of an entry, and Measurements which are the dynamic measured values. A single API row can display either a single measurement, or a weighted average of several entries grouped together. If you use $select to display several attributes, and all those attributes are identical, it groups them into a single entry.

Type Returned columns

Measurements

Activity_Backend_Time_Avg,Activity_Client_Time_Avg,Activity_Network_Time_Avg,Activity_Remote_Display_Latency_Avg,Activity_Response_Time_Avg,Activity_Score,Activity_Volume,Application_Active_Time_Total,Application_Crashes_Total,Application_Hang_Time_Total,Application_Last_Used_Date,Application_Usage_Time_Total,Application_UXI_Avg,Application_UXI_Weight_Avg,Application_Wait_Time_Total,Applications_Errors_Total,Page_Load_Client_Time_Avg,Page_Load_Network_Time_Avg,Page_Load_Backend_Time_Avg,Page_Load_Time_Avg,Page_Load_Volume

Attributes

Account_ID,Application_Identifier,Application_Name,Application_Type,Application_Version,Browser,Business_Location,Calendar_Date,Calendar_Month,Calendar_Week,Client_Device_Type,Corp_Channel,Corp_Line_Of_Business,Corp_Market,Corp_Store_ID,Corp_Store_Type,Custom_Attribute_1 - 6,Custom_Pilot_Group,Data_Center_Business_Location,Device_CPU_Cores,Device_CPU_Frequency,Device_CPU_Generation,Device_CPU_Model,Device_CPU_Type,Device_Days_From_Last_Boot,Device_Image_Build_Number,Device_Manufacturer,Device_Memory,Device_Model,Device_Network_Type,Device_Power_Plan,Device_Subnet,Device_Type,Location_City,Location_Country,Location_On_Site,Location_On_VPN,Location_Region,Location_State,Mobile_Carrier,MS_Office_License_Type,MS_Office_Version,OS_Architecture,OS_Disk_Type,OS_Family,OS_Name,OS_Version,Timeframe,User_Department,User_Office,User_Role,Virtualization,Wifi_BSSID,Wifi_Channel,Wifi_SSID,Account_Name