Train Anomaly Detector

initial_headers.txt

Status code: 201
Headers:
'Content-Length': '594',
'Content-Type': 'application/json'
'Location': 'https://lmazuelanom.cognitiveservices.azure.com:443/anomalydetector/v1.1/multivariate/models/0c46cef0-c76e-11ed-83a5-8247640b151e'
'x-envoy-upstream-service-time': '247'
'apim-request-id': 'b5437cd9-f2f1-401b-b431-0993c096350c'
'Strict-Transport-Security': 'max-age=31536000; includeSubDomains; preload'
'x-content-type-options': 'nosniff'
'x-ms-region': 'East US'
'Date': 'Mon, 20 Mar 2023 22:24:57 GMT'

initial_response.json

{
	"modelId": "0c46cef0-c76e-11ed-83a5-8247640b151e",
	"createdTime": "2023-03-20T22:24:58Z",
	"lastUpdatedTime": "2023-03-20T22:24:58Z",
	"modelInfo": {
		"dataSource": "{Your Blob Url}",
		"dataSchema": "MultiTable",
		"startTime": "2021-01-02T00:00:00Z",
		"endTime": "2021-01-02T05:00:00Z",
		"displayName": "sample",
		"slidingWindow": 200,
		"alignPolicy": {
			"alignMode": "Outer",
			"fillNAMethod": "Linear",
			"paddingValue": 0.0
		},
		"status": "CREATED",
		"errors": [],
		"diagnosticsInfo": {
			"modelState": {
				"epochIds": [],
				"trainLosses": [],
				"validationLosses": [],
				"latenciesInSeconds": []
			},
			"variableStates": []
		}
	}
}

polling_get.json

{
	"modelId": "0c46cef0-c76e-11ed-83a5-8247640b151e",
	"createdTime": "2023-03-20T22:24:58Z",
	"lastUpdatedTime": "2023-03-20T22:25:00Z",
	"modelInfo": {
		"dataSource": "{Your Blob Url}",
		"dataSchema": "MultiTable",
		"startTime": "2021-01-02T00:00:00Z",
		"endTime": "2021-01-02T05:00:00Z",
		"displayName": "sample",
		"slidingWindow": 200,
		"alignPolicy": {
			"alignMode": "Outer",
			"fillNAMethod": "Linear",
			"paddingValue": 0.0
		},
		"status": "FAILED",
		"errors": [{
			"code": "GetDataError",
			"message": "InvalidBlobURLError('Parse blob url failed, url does not contain container name', inner_exception=None)"
		}],
		"diagnosticsInfo": {
			"modelState": {
				"epochIds": [],
				"trainLosses": [],
				"validationLosses": [],
				"latenciesInSeconds": []
			},
			"variableStates": []
		}
	}
}