AnomalyDetector.EE

Project "Gualala"

Create anomaly alerting configuration

Create anomaly alerting configuration

Select the testing console in the region where you created your resource:

Open API testing console

Request URL

Request headers

string
Media type of the body sent to the API.
string
Subscription key which provides access to this API. Found in your Cognitive Services accounts.

Request body

anomaly alerting configuration

{
  "name": "alerting configuration name",
  "crossMetricsOperator": "AND",
  "hookIds": [
    "00000000-0000-0000-0000-000000000001"
  ],
  "metricAlertingConfigurations": [
    {
      "anomalyDetectionConfigurationId": "33333333-3333-3333-3333-000000000001",
      "anomalyScopeType": "All",
      "negationOperation": false,
      "severityFilter": {
        "minAlertSeverity": "Medium",
        "maxAlertSeverity": "High"
      },
      "snoozeFilter": {
        "autoSnooze": 0,
        "snoozeScope": "Series",
        "onlyForSuccessive": true
      }
    },
    {
      "anomalyDetectionConfigurationId": "33333333-3333-3333-3333-000000000002",
      "anomalyScopeType": "Dimension",
      "negationOperation": false,
      "dimensionAnomalyScope": {
        "dimension": {
          "city": "Beijing"
        }
      },
      "severityFilter": {
        "minAlertSeverity": "Low",
        "maxAlertSeverity": "High"
      },
      "snoozeFilter": {
        "autoSnooze": 0,
        "snoozeScope": "Series",
        "onlyForSuccessive": true
      },
      "valueFilter": {
        "lower": 0,
        "upper": 1000,
        "direction": "Both",
        "triggerForMissing": false
      }
    }
  ]
}
{
  "required": [
    "crossMetricsOperator",
    "hookIds",
    "metricAlertingConfigurations",
    "name"
  ],
  "type": "object",
  "properties": {
    "anomalyAlertingConfigurationId": {
      "type": "string",
      "description": "Anomaly alerting configuration unique id",
      "format": "uuid",
      "readOnly": true
    },
    "name": {
      "type": "string",
      "description": "Anomaly alerting configuration name"
    },
    "crossMetricsOperator": {
      "enum": [
        "AND",
        "OR",
        "XOR"
      ],
      "type": "string",
      "x-ms-enum": {
        "name": "AnomalyAlertingConfigurationLogicType",
        "modelAsString": true
      }
    },
    "hookIds": {
      "uniqueItems": true,
      "type": "array",
      "items": {
        "type": "string",
        "format": "uuid"
      },
      "description": "hook unique ids"
    },
    "metricAlertingConfigurations": {
      "uniqueItems": true,
      "type": "array",
      "items": {
        "required": [
          "anomalyDetectionConfigurationId",
          "anomalyScopeType",
          "negationOperation"
        ],
        "type": "object",
        "properties": {
          "anomalyDetectionConfigurationId": {
            "type": "string",
            "description": "Anomaly detection configuration unique id",
            "format": "uuid"
          },
          "anomalyScopeType": {
            "enum": [
              "All",
              "Dimension",
              "TopN"
            ],
            "type": "string",
            "x-ms-enum": {
              "name": "AnomalyScope",
              "modelAsString": true
            }
          },
          "negationOperation": {
            "type": "boolean",
            "description": "Negation operation"
          },
          "dimensionAnomalyScope": {
            "required": [
              "dimension"
            ],
            "type": "object",
            "properties": {
              "dimension": {
                "type": "object",
                "additionalProperties": {
                  "type": "string"
                },
                "description": "dimension specified for series group"
              }
            },
            "additionalProperties": false
          },
          "topNAnomalyScope": {
            "required": [
              "minTopCount",
              "period",
              "top"
            ],
            "type": "object",
            "properties": {
              "top": {
                "type": "integer",
                "description": "top N, value range : [1, +∞)",
                "format": "int32"
              },
              "period": {
                "type": "integer",
                "description": "point count used to look back, value range : [1, +∞)",
                "format": "int32"
              },
              "minTopCount": {
                "type": "integer",
                "description": "min count should be in top N, value range : [1, +∞)\r\n\r\nshould be less than or equal to period",
                "format": "int32"
              }
            },
            "additionalProperties": false
          },
          "severityFilter": {
            "required": [
              "maxAlertSeverity",
              "minAlertSeverity"
            ],
            "type": "object",
            "properties": {
              "minAlertSeverity": {
                "enum": [
                  "Low",
                  "Medium",
                  "High"
                ],
                "type": "string",
                "x-ms-enum": {
                  "name": "Severity",
                  "modelAsString": true
                }
              },
              "maxAlertSeverity": {
                "enum": [
                  "Low",
                  "Medium",
                  "High"
                ],
                "type": "string",
                "x-ms-enum": {
                  "name": "Severity",
                  "modelAsString": true
                }
              }
            },
            "additionalProperties": false
          },
          "snoozeFilter": {
            "required": [
              "autoSnooze",
              "onlyForSuccessive",
              "snoozeScope"
            ],
            "type": "object",
            "properties": {
              "autoSnooze": {
                "type": "integer",
                "description": "snooze point count, value range : [0, +∞)",
                "format": "int32"
              },
              "snoozeScope": {
                "enum": [
                  "Metric",
                  "Series"
                ],
                "type": "string",
                "x-ms-enum": {
                  "name": "SnoozeScope",
                  "modelAsString": true
                }
              },
              "onlyForSuccessive": {
                "type": "boolean",
                "description": "only snooze for successive anomalies"
              }
            },
            "additionalProperties": false
          },
          "valueFilter": {
            "required": [
              "direction"
            ],
            "type": "object",
            "properties": {
              "lower": {
                "type": "number",
                "description": "lower bound\r\n\r\nshould be specified when direction is Both or Down",
                "format": "double",
                "nullable": true
              },
              "upper": {
                "type": "number",
                "description": "upper bound\r\n\r\nshould be specified when direction is Both or Up",
                "format": "double",
                "nullable": true
              },
              "direction": {
                "enum": [
                  "Both",
                  "Down",
                  "Up"
                ],
                "type": "string",
                "x-ms-enum": {
                  "name": "Direction",
                  "modelAsString": true
                }
              },
              "metricId": {
                "type": "string",
                "description": "the other metric unique id used for value filter",
                "format": "uuid",
                "nullable": true
              },
              "triggerForMissing": {
                "type": "boolean",
                "description": "trigger alert when the corresponding point is missing in the other metric\r\n\r\nshould be specified only when using other metric to filter"
              }
            },
            "additionalProperties": false
          }
        },
        "additionalProperties": false
      },
      "description": "Anomaly alerting configurations"
    }
  },
  "additionalProperties": false
}

Response 201

Success

Response 400

Client error or server error (4xx or 5xx)

{
  "message": "string",
  "code": 0
}
{
  "type": "object",
  "properties": {
    "message": {
      "type": "string",
      "nullable": true
    },
    "code": {
      "type": "integer",
      "format": "int32"
    }
  },
  "additionalProperties": false
}

Response 500

Client error or server error (4xx or 5xx)

{
  "message": "string",
  "code": 0
}
{
  "type": "object",
  "properties": {
    "message": {
      "type": "string",
      "nullable": true
    },
    "code": {
      "type": "integer",
      "format": "int32"
    }
  },
  "additionalProperties": false
}

Code samples

@ECHO OFF

curl -v -X POST "https://chinanorth.api.cognitive.azure.cn/anomalydetector-ee/v1.0/alert/anomaly/configurations"
-H "Content-Type: application/json"
-H "Ocp-Apim-Subscription-Key: {subscription key}"

--data-ascii "{body}" 
using System;
using System.Net.Http.Headers;
using System.Text;
using System.Net.Http;
using System.Web;

namespace CSHttpClientSample
{
    static class Program
    {
        static void Main()
        {
            MakeRequest();
            Console.WriteLine("Hit ENTER to exit...");
            Console.ReadLine();
        }
        
        static async void MakeRequest()
        {
            var client = new HttpClient();
            var queryString = HttpUtility.ParseQueryString(string.Empty);

            // Request headers
            client.DefaultRequestHeaders.Add("Ocp-Apim-Subscription-Key", "{subscription key}");

            var uri = "https://chinanorth.api.cognitive.azure.cn/anomalydetector-ee/v1.0/alert/anomaly/configurations?" + queryString;

            HttpResponseMessage response;

            // Request body
            byte[] byteData = Encoding.UTF8.GetBytes("{body}");

            using (var content = new ByteArrayContent(byteData))
            {
               content.Headers.ContentType = new MediaTypeHeaderValue("< your content type, i.e. application/json >");
               response = await client.PostAsync(uri, content);
            }

        }
    }
}	
// // This sample uses the Apache HTTP client from HTTP Components (http://hc.apache.org/httpcomponents-client-ga/)
import java.net.URI;
import org.apache.http.HttpEntity;
import org.apache.http.HttpResponse;
import org.apache.http.client.HttpClient;
import org.apache.http.client.methods.HttpGet;
import org.apache.http.client.utils.URIBuilder;
import org.apache.http.impl.client.HttpClients;
import org.apache.http.util.EntityUtils;

public class JavaSample 
{
    public static void main(String[] args) 
    {
        HttpClient httpclient = HttpClients.createDefault();

        try
        {
            URIBuilder builder = new URIBuilder("https://chinanorth.api.cognitive.azure.cn/anomalydetector-ee/v1.0/alert/anomaly/configurations");


            URI uri = builder.build();
            HttpPost request = new HttpPost(uri);
            request.setHeader("Content-Type", "application/json");
            request.setHeader("Ocp-Apim-Subscription-Key", "{subscription key}");


            // Request body
            StringEntity reqEntity = new StringEntity("{body}");
            request.setEntity(reqEntity);

            HttpResponse response = httpclient.execute(request);
            HttpEntity entity = response.getEntity();

            if (entity != null) 
            {
                System.out.println(EntityUtils.toString(entity));
            }
        }
        catch (Exception e)
        {
            System.out.println(e.getMessage());
        }
    }
}

<!DOCTYPE html>
<html>
<head>
    <title>JSSample</title>
    <script src="http://ajax.googleapis.com/ajax/libs/jquery/1.9.0/jquery.min.js"></script>
</head>
<body>

<script type="text/javascript">
    $(function() {
        var params = {
            // Request parameters
        };
      
        $.ajax({
            url: "https://chinanorth.api.cognitive.azure.cn/anomalydetector-ee/v1.0/alert/anomaly/configurations?" + $.param(params),
            beforeSend: function(xhrObj){
                // Request headers
                xhrObj.setRequestHeader("Content-Type","application/json");
                xhrObj.setRequestHeader("Ocp-Apim-Subscription-Key","{subscription key}");
            },
            type: "POST",
            // Request body
            data: "{body}",
        })
        .done(function(data) {
            alert("success");
        })
        .fail(function() {
            alert("error");
        });
    });
</script>
</body>
</html>
#import <Foundation/Foundation.h>

int main(int argc, const char * argv[])
{
    NSAutoreleasePool * pool = [[NSAutoreleasePool alloc] init];
    
    NSString* path = @"https://chinanorth.api.cognitive.azure.cn/anomalydetector-ee/v1.0/alert/anomaly/configurations";
    NSArray* array = @[
                         // Request parameters
                         @"entities=true",
                      ];
    
    NSString* string = [array componentsJoinedByString:@"&"];
    path = [path stringByAppendingFormat:@"?%@", string];

    NSLog(@"%@", path);

    NSMutableURLRequest* _request = [NSMutableURLRequest requestWithURL:[NSURL URLWithString:path]];
    [_request setHTTPMethod:@"POST"];
    // Request headers
    [_request setValue:@"application/json" forHTTPHeaderField:@"Content-Type"];
    [_request setValue:@"{subscription key}" forHTTPHeaderField:@"Ocp-Apim-Subscription-Key"];
    // Request body
    [_request setHTTPBody:[@"{body}" dataUsingEncoding:NSUTF8StringEncoding]];
    
    NSURLResponse *response = nil;
    NSError *error = nil;
    NSData* _connectionData = [NSURLConnection sendSynchronousRequest:_request returningResponse:&response error:&error];

    if (nil != error)
    {
        NSLog(@"Error: %@", error);
    }
    else
    {
        NSError* error = nil;
        NSMutableDictionary* json = nil;
        NSString* dataString = [[NSString alloc] initWithData:_connectionData encoding:NSUTF8StringEncoding];
        NSLog(@"%@", dataString);
        
        if (nil != _connectionData)
        {
            json = [NSJSONSerialization JSONObjectWithData:_connectionData options:NSJSONReadingMutableContainers error:&error];
        }
        
        if (error || !json)
        {
            NSLog(@"Could not parse loaded json with error:%@", error);
        }
        
        NSLog(@"%@", json);
        _connectionData = nil;
    }
    
    [pool drain];

    return 0;
}
<?php
// This sample uses the Apache HTTP client from HTTP Components (http://hc.apache.org/httpcomponents-client-ga/)
require_once 'HTTP/Request2.php';

$request = new Http_Request2('https://chinanorth.api.cognitive.azure.cn/anomalydetector-ee/v1.0/alert/anomaly/configurations');
$url = $request->getUrl();

$headers = array(
    // Request headers
    'Content-Type' => 'application/json',
    'Ocp-Apim-Subscription-Key' => '{subscription key}',
);

$request->setHeader($headers);

$parameters = array(
    // Request parameters
);

$url->setQueryVariables($parameters);

$request->setMethod(HTTP_Request2::METHOD_POST);

// Request body
$request->setBody("{body}");

try
{
    $response = $request->send();
    echo $response->getBody();
}
catch (HttpException $ex)
{
    echo $ex;
}

?>
########### Python 2.7 #############
import httplib, urllib, base64

headers = {
    # Request headers
    'Content-Type': 'application/json',
    'Ocp-Apim-Subscription-Key': '{subscription key}',
}

params = urllib.urlencode({
})

try:
    conn = httplib.HTTPSConnection('chinanorth.api.cognitive.azure.cn')
    conn.request("POST", "/anomalydetector-ee/v1.0/alert/anomaly/configurations?%s" % params, "{body}", headers)
    response = conn.getresponse()
    data = response.read()
    print(data)
    conn.close()
except Exception as e:
    print("[Errno {0}] {1}".format(e.errno, e.strerror))

####################################

########### Python 3.2 #############
import http.client, urllib.request, urllib.parse, urllib.error, base64

headers = {
    # Request headers
    'Content-Type': 'application/json',
    'Ocp-Apim-Subscription-Key': '{subscription key}',
}

params = urllib.parse.urlencode({
})

try:
    conn = http.client.HTTPSConnection('chinanorth.api.cognitive.azure.cn')
    conn.request("POST", "/anomalydetector-ee/v1.0/alert/anomaly/configurations?%s" % params, "{body}", headers)
    response = conn.getresponse()
    data = response.read()
    print(data)
    conn.close()
except Exception as e:
    print("[Errno {0}] {1}".format(e.errno, e.strerror))

####################################
require 'net/http'

uri = URI('https://chinanorth.api.cognitive.azure.cn/anomalydetector-ee/v1.0/alert/anomaly/configurations')
uri.query = URI.encode_www_form({
})

request = Net::HTTP::Post.new(uri.request_uri)
# Request headers
request['Content-Type'] = 'application/json'
# Request headers
request['Ocp-Apim-Subscription-Key'] = '{subscription key}'
# Request body
request.body = "{body}"

response = Net::HTTP.start(uri.host, uri.port, :use_ssl => uri.scheme == 'https') do |http|
    http.request(request)
end

puts response.body