dataset
contains the time interval settings for connections and training results from Ueba
iduuid
Example:
eef4aefc-d64e-4c2c-aba4-4914c86ce059last_trainingdate-time
date time in ISO8601 format
Example:
2017-01-01T15:05:05Zis_activeboolean
if set, dataset based on which inference is done.
use_for_inference_once_trainedboolean
admin can set ueba to take results into use automatically after training completed. Note will toggle is_active bits once training done, as needed.
Default value:
falsetime_range_settings objectrequired
Definition of time interval(s) from where connections data is fetched from db for training
startdate-time
date time in ISO8601 format
Example:
2017-01-01T15:05:05Zenddate-time
date time in ISO8601 format
Example:
2017-01-01T15:05:05Zexclude object[]
time ranges to exclude
Array [
startdate-time
date time in ISO8601 format
Example:
2017-01-01T15:05:05Zenddate-time
date time in ISO8601 format
Example:
2017-01-01T15:05:05Z]
training_results object[]
Array [
createddate-time
date time in ISO8601 format
Example:
2017-01-01T15:05:05Zfeature_config_namestringrequired
statusstringrequired
Possible values: [TRAINING, SUCCESS, FAILURE]
error_codestring
error_detailsstring
num_connectionsinteger
meannumber
stdnumber
quantile_99number
quantile_999number
training_logstring
training_dataset_lossnumber[]
validation_dataset_lossnumber[]
validation_dataset_histogram object
histnumber[]required
bin_edgesnumber[]required
]
commentstring
A comment describing the dataset
createddate-time
date time in ISO8601 format
Example:
2017-01-01T15:05:05Zcreated_byuuid
Example:
eef4aefc-d64e-4c2c-aba4-4914c86ce059updateddate-time
date time in ISO8601 format
Example:
2017-01-01T15:05:05Zupdated_byuuid
Example:
eef4aefc-d64e-4c2c-aba4-4914c86ce059dataset
{
"id": "eef4aefc-d64e-4c2c-aba4-4914c86ce059",
"last_training": "2017-01-01T15:05:05Z",
"is_active": true,
"use_for_inference_once_trained": false,
"time_range_settings": {
"start": "2017-01-01T15:05:05Z",
"end": "2017-01-01T15:05:05Z",
"exclude": [
{
"start": "2017-01-01T15:05:05Z",
"end": "2017-01-01T15:05:05Z"
}
]
},
"training_results": [
{
"created": "2017-01-01T15:05:05Z",
"feature_config_name": "string",
"status": "TRAINING",
"error_code": "string",
"error_details": "string",
"num_connections": 0,
"mean": 0,
"std": 0,
"quantile_99": 0,
"quantile_999": 0,
"training_log": "string",
"training_dataset_loss": [
0
],
"validation_dataset_loss": [
0
],
"validation_dataset_histogram": {
"hist": [
0
],
"bin_edges": [
0
]
}
}
],
"comment": "string",
"created": "2017-01-01T15:05:05Z",
"created_by": "eef4aefc-d64e-4c2c-aba4-4914c86ce059",
"updated": "2017-01-01T15:05:05Z",
"updated_by": "eef4aefc-d64e-4c2c-aba4-4914c86ce059"
}