Analyze the Boot Times of Devices with REST API (version 2.0)

WINDOWS_MACHINE_BOOTS returns the boot times of all monitored Windows devices: the total boot time, the machine boot, and the user logon time.

Each entry from WINDOWS_MACHINE_BOOTS represents one of the three boot times (Duration) recorded in a single device boot. Every boot creates three separate entries in this API, one for each type of boot time (stored in the Type field): the total boot time, the machine boot, and the user logon time. Each entry also includes the user, location, and device details. 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, use this API to create a report of one type of boot time (filter with the Type field), or to correlate this type of boot time with other attributes which you are tracking with third party systems, to troubleshoot long boot times.

Boot time definitions

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.

Note

You can access data using this API (retention) going back up to 92 days. If you do not add a relative_time filter, by default it returns data for the past day.

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>/latest/WINDOWS_MACHINE_BOOTS or <base_url>/v2/WINDOWS_MACHINE_BOOTS

To check whether there is a correlation between long boot times (say, longer than 40 seconds) and the device's RAM, manufacturer and model number, enter:

.../WINDOWS_MACHINE_BOOTS?$select=DEVICE_MEMORY,DEVICE_MANUFACTURER,DEVICE_MODEL&$filter=TYPE eq 'Total Boot Duration' and DURATION gt 40

To check for a correlation between the version of Windows and long boot times, enter:

.../WINDOWS_MACHINE_BOOTS?$select=OS_VERSION&$filter=TYPE eq 'Total Boot Duration' and DURATION gt 40

To view the trend of the boot times when Windows loads its drivers (after Windows sign in) of a single user during the past two weeks, enter:

.../WINDOWS_MACHINE_BOOTS?$select=DURATION,TIMEFRAME&$filter=relative_time(last_14_days) and TYPE eq 'User Logon' and contains(USERNAME,'jsmith')

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 entry from WINDOWS_MACHINE_BOOTS represents one of the three boot times (Duration) recorded in a single device boot. Every boot creates three separate entries in this API, one for each type of boot time (stored in the Type field): the total boot time, the machine boot, and the user logon time. Each entry also includes the user, location, and device details. 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 35 days. If you do not add a relative_time filter, by default it returns data for the past day.

Sample output from WINDOWS_MACHINE_BOOTS

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

Measurement_Duration_Avg,Volume

Attributes

Account_ID,Business_Location,Calendar_Date,Calendar_Month,Calendar_Week,Corp_Channel,Corp_Line_Of_Business,Corp_Market,Corp_Store_ID,Corp_Store_Type,Custom_Attribute_1 - 6,Custom_Pilot_Group,Device_CPU_Cores,Device_CPU_Frequency,Device_CPU_Generation,Device_CPU_Model,Device_CPU_Type,Device_Domain,Device_Image_Build_Number,Device_IP_Address,Device_Manufacturer,Device_Memory,Device_Model,Device_Name,Device_Network_Type,Device_Power_Plan,Device_Subnet,Device_Type,Location_City,Location_Country,Location_On_Site,Location_On_VPN,Location_Region,Location_State,Measurement_Start_Timestamp,Measurement_Type,MS_Office_License_Type,MS_Office_Version,MS_Stability_Index,OS_Architecture,OS_Disk_Type,OS_Family,OS_Name,OS_Version,Timeframe,User_Department,User_Domain,User_Email_Address,User_Full_Name,User_Office,User_Role,User_Title,Username,Wifi_BSSID,Wifi_Channel,Wifi_SSID,Account_Name