How to use it

Deploy the algorithm service and invoke the interface

POST http://ai:5000/anomaly_detect

InPut

Parameter	Subparameter	Data type	Required	Remarks
traceId		String	TRUE	traceId
intervalTime		Long	TRUE	Timing data interval time (ms)
detectTime		Long	TRUE	Detection time, whole minutes
inputTimeSeries		Dict[int, float]	TRUE	Input time sequence data {k1: v1, k2:v2}
algorithmConfig	sensitivity	String	TRUE	Algorithm sensitivity，high/mid/low
	detectType	String	TRUE	Detection type: up/down/fallZero
ruleConfig	defaultDuration	Int	FALSE	Duration of an alarm. The default value is 2
	customUpThreshold	float	FALSE	Upper limit alarm
	customDownThreshold	float	FALSE	Lower limit alarm
	customChangeRate	float	FALSE	If the change rate exceeds the threshold, an alarm is generated

OutPut

Parameter	Data type	Remarks
traceId	String	traceId
isSuccessful	bool	Task execution or not：True/False
errorCode	int	Error code
detectTime	Long	Detection time
isException	bool	Check whether data is abnormal：True/False

FOR EXAMPLE

Example For Value Rise Detect

InPut


{
  "inputTimeSeries": {
    "1681710540000": 559,
    "1681710600000": 597,
    "1681710660000": 505,
    "1681710720000": 572,
    "1681710780000": 515,
    "1681710840000": 552,
    "1681710900000": 549,
    "1681710960000": 521,
    "1681711020000": 500,
    "1681711080000": 564,
    "1681711140000": 517,
    "1681711200000": 5000
  },
    "intervalTime": 60000,
    "detectTime": 1681711200000,
    "algorithmConfig": {
    "algorithmType": "up",
    "sensitivity": "mid"
  },
    "ruleConfig": {
    "defaultDuration": 1,
    "customChangeRate": 0.1
  }
}

OutPut


{
  "detectTime": 1681711200000,
  "errorCode": {},
  "isException": true,
  "isSuccessful": true,
  "traceId": null
}

Example For Value Fall Detect

InPut


{
  "inputTimeSeries": {
    "1681710540000": 459,
    "1681710600000": 497,
    "1681710660000": 405,
    "1681710720000": 482,
    "1681710780000": 435,
    "1681710840000": 452,
    "1681710900000": 445,
    "1681710960000": 421,
    "1681711020000": 400,
    "1681711080000": 445,
    "1681711140000": 417,
    "1681711200000": 1
  },
    "intervalTime": 60000,
    "detectTime": 1681711200000,
    "algorithmConfig": {
    "algorithmType": "down",
    "sensitivity": "mid"
  },
    "ruleConfig": {
    "defaultDuration": 1,
    "customChangeRate": 0.1
  }
}

OutPut


{
  "detectTime": 1681711200000,
  "errorCode": {},
  "isException": true,
  "isSuccessful": true,
  "traceId": null
}