Amazon Lookout for Equipment

2022/06/23 - Amazon Lookout for Equipment - 1 new api methods

Changes  This release adds visualizations to the scheduled inference results. Users will be able to see interference results, including diagnostic results from their running inference schedulers.

ListInferenceEvents (new) Link ΒΆ

Lists all inference events that have been found for the specified inference scheduler.

See also: AWS API Documentation

Request Syntax

client.list_inference_events(
    NextToken='string',
    MaxResults=123,
    InferenceSchedulerName='string',
    IntervalStartTime=datetime(2015, 1, 1),
    IntervalEndTime=datetime(2015, 1, 1)
)
type NextToken:

string

param NextToken:

An opaque pagination token indicating where to continue the listing of inference events.

type MaxResults:

integer

param MaxResults:

Specifies the maximum number of inference events to list.

type InferenceSchedulerName:

string

param InferenceSchedulerName:

[REQUIRED]

The name of the inference scheduler for the inference events listed.

type IntervalStartTime:

datetime

param IntervalStartTime:

[REQUIRED]

Lookout for Equipment will return all the inference events with start time equal to or greater than the start time given.

type IntervalEndTime:

datetime

param IntervalEndTime:

[REQUIRED]

Lookout for Equipment will return all the inference events with end time equal to or less than the end time given.

rtype:

dict

returns:

Response Syntax

{
    'NextToken': 'string',
    'InferenceEventSummaries': [
        {
            'InferenceSchedulerArn': 'string',
            'InferenceSchedulerName': 'string',
            'EventStartTime': datetime(2015, 1, 1),
            'EventEndTime': datetime(2015, 1, 1),
            'Diagnostics': 'string',
            'EventDurationInSeconds': 123
        },
    ]
}

Response Structure

  • (dict) --

    • NextToken (string) --

      An opaque pagination token indicating where to continue the listing of inference executions.

    • InferenceEventSummaries (list) --

      Provides an array of information about the individual inference events returned from the ListInferenceEvents operation, including scheduler used, event start time, event end time, diagnostics, and so on.

      • (dict) --

        Contains information about the specific inference event, including start and end time, diagnostics information, event duration and so on.

        • InferenceSchedulerArn (string) --

          The Amazon Resource Name (ARN) of the inference scheduler being used for the inference event.

        • InferenceSchedulerName (string) --

          The name of the inference scheduler being used for the inference events.

        • EventStartTime (datetime) --

          Indicates the starting time of an inference event.

        • EventEndTime (datetime) --

          Indicates the ending time of an inference event.

        • Diagnostics (string) --

          An array which specifies the names and values of all sensors contributing to an inference event.

        • EventDurationInSeconds (integer) --

          Indicates the size of an inference event in seconds.