Get machine learning info APIedit
Returns defaults and limits used by machine learning.
Requestedit
GET _ml/info
Prerequisitesedit
Requires the monitor_ml cluster privilege. This privilege is included in the
machine_learning_user built-in role.
Descriptionedit
This endpoint is designed to be used by a user interface that needs to fully understand machine learning configurations where some options are not specified, meaning that the defaults should be used. This endpoint may be used to find out what those defaults are. It also provides information about the maximum size of machine learning jobs that could run in the current cluster configuration.
Examplesedit
The endpoint takes no arguments:
GET _ml/info
This is a possible response:
{
"defaults" : {
"anomaly_detectors" : {
"categorization_analyzer" : {
"char_filter" : [
"first_line_with_letters"
],
"tokenizer" : "ml_standard",
"filter" : [
{
"type" : "stop",
"stopwords" : [
"Monday",
"Tuesday",
"Wednesday",
"Thursday",
"Friday",
"Saturday",
"Sunday",
"Mon",
"Tue",
"Wed",
"Thu",
"Fri",
"Sat",
"Sun",
"January",
"February",
"March",
"April",
"May",
"June",
"July",
"August",
"September",
"October",
"November",
"December",
"Jan",
"Feb",
"Mar",
"Apr",
"May",
"Jun",
"Jul",
"Aug",
"Sep",
"Oct",
"Nov",
"Dec",
"GMT",
"UTC"
]
},
{
"type": "limit",
"max_token_count": "100"
}
]
},
"model_memory_limit" : "1gb",
"categorization_examples_limit" : 4,
"model_snapshot_retention_days" : 10,
"daily_model_snapshot_retention_after_days" : 1
},
"datafeeds" : {
"scroll_size" : 1000
}
},
"upgrade_mode": false,
"native_code" : {
"version": "7.0.0",
"build_hash": "99a07c016d5a73"
},
"limits" : {
"effective_max_model_memory_limit": "28961mb",
"total_ml_memory": "86883mb"
}
}