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Describe Event monitoring Using REST

Use the SObject Describe resource to retrieve all metadata for an object, including information about fields, URLs, and child relationships.
Example

You can use Workbench to describe event log files. In the Execute text box, type /services/data/v32.0/sobjects/EventLogFile/describe.

Example raw response
1{ 
2   "actionOverrides" : [ ],
3   "activateable" : false,
4   "childRelationships" : [ ],
5   "compactLayoutable" : false,
6   "createable" : false,
7   "custom" : false,
8   "customSetting" : false,
9   "deletable" : false,
10   "deprecatedAndHidden" : false,
11   "feedEnabled" : false,
12   "fields" : [ {
13     "autoNumber" : false,
14     "byteLength" : 18,
15     "calculated" : false,
16     "calculatedFormula" : null,
17     "cascadeDelete" : false,
18     "caseSensitive" : false,
19     "controllerName" : null,
20     "createable" : false,
21     ...
22}