Anomaly Finder Client
Anomaly Finder Clientv2.0
The Anomaly Finder API detects anomalies automatically in time series data. It supports two functionalities, one is for detecting the whole series with model trained by the timeseries, another is detecting last point with model trained by points before. By using this service, business customers can discover incidents and establish a logic flow for root cause analysis.
- Endpoints
- 2 (2 POST)
- Base URL
https://azure.local- Authentication
- API key
- Spec format
- Swagger 2.0
- API version
- 2.0
- Provider
- azure.com
- Categories
- Cloud & Infrastructure
- Last updated
Use this API in Bruno:
- Download the Bruno collection above and unzip it.
- In Bruno, choose Open Collection and select the unzipped folder.
- Set the
baseUrlvariable (for examplehttps://azure.local) and your API key credentials, then send requests.
POST
Detect anomaly status of the latest point in time series.
{{baseUrl}}/timeseries/last/detect
Examples
REQUEST
CURL *hnd = curl_easy_init();
curl_easy_setopt(hnd, CURLOPT_CUSTOMREQUEST, "POST");
curl_easy_setopt(hnd, CURLOPT_URL, "{{baseUrl}}/timeseries/last/detect");
CURLcode ret = curl_easy_perform(hnd);
(require '[clj-http.client :as client])
(client/post "{{baseUrl}}/timeseries/last/detect")
require "http/client"
url = "{{baseUrl}}/timeseries/last/detect"
response = HTTP::Client.post url
puts response.body
using System.Net.Http.Headers;
var client = new HttpClient();
var request = new HttpRequestMessage
{
Method = HttpMethod.Post,
RequestUri = new Uri("{{baseUrl}}/timeseries/last/detect"),
};
using (var response = await client.SendAsync(request))
{
response.EnsureSuccessStatusCode();
var body = await response.Content.ReadAsStringAsync();
Console.WriteLine(body);
}
var client = new RestClient("{{baseUrl}}/timeseries/last/detect");
var request = new RestRequest("", Method.Post);
var response = client.Execute(request);
package main
import (
"fmt"
"net/http"
"io"
)
func main() {
url := "{{baseUrl}}/timeseries/last/detect"
req, _ := http.NewRequest("POST", url, nil)
res, _ := http.DefaultClient.Do(req)
defer res.Body.Close()
body, _ := io.ReadAll(res.Body)
fmt.Println(res)
fmt.Println(string(body))
}
POST /baseUrl/timeseries/last/detect HTTP/1.1
Host: example.com
AsyncHttpClient client = new DefaultAsyncHttpClient();
client.prepare("POST", "{{baseUrl}}/timeseries/last/detect")
.execute()
.toCompletableFuture()
.thenAccept(System.out::println)
.join();
client.close();
HttpRequest request = HttpRequest.newBuilder()
.uri(URI.create("{{baseUrl}}/timeseries/last/detect"))
.method("POST", HttpRequest.BodyPublishers.noBody())
.build();
HttpResponse response = HttpClient.newHttpClient().send(request, HttpResponse.BodyHandlers.ofString());
System.out.println(response.body());
OkHttpClient client = new OkHttpClient();
Request request = new Request.Builder()
.url("{{baseUrl}}/timeseries/last/detect")
.post(null)
.build();
Response response = client.newCall(request).execute();
HttpResponse response = Unirest.post("{{baseUrl}}/timeseries/last/detect")
.asString();
const data = null;
const xhr = new XMLHttpRequest();
xhr.withCredentials = true;
xhr.addEventListener('readystatechange', function () {
if (this.readyState === this.DONE) {
console.log(this.responseText);
}
});
xhr.open('POST', '{{baseUrl}}/timeseries/last/detect');
xhr.send(data);
import axios from 'axios';
const options = {method: 'POST', url: '{{baseUrl}}/timeseries/last/detect'};
try {
const { data } = await axios.request(options);
console.log(data);
} catch (error) {
console.error(error);
}
const url = '{{baseUrl}}/timeseries/last/detect';
const options = {method: 'POST'};
try {
const response = await fetch(url, options);
const data = await response.json();
console.log(data);
} catch (error) {
console.error(error);
}
const settings = {
async: true,
crossDomain: true,
url: '{{baseUrl}}/timeseries/last/detect',
method: 'POST',
headers: {}
};
$.ajax(settings).done(function (response) {
console.log(response);
});
val client = OkHttpClient()
val request = Request.Builder()
.url("{{baseUrl}}/timeseries/last/detect")
.post(null)
.build()
val response = client.newCall(request).execute()
const http = require('https');
const options = {
method: 'POST',
hostname: 'example.com',
port: null,
path: '/baseUrl/timeseries/last/detect',
headers: {}
};
const req = http.request(options, function (res) {
const chunks = [];
res.on('data', function (chunk) {
chunks.push(chunk);
});
res.on('end', function () {
const body = Buffer.concat(chunks);
console.log(body.toString());
});
});
req.end();
const request = require('request');
const options = {method: 'POST', url: '{{baseUrl}}/timeseries/last/detect'};
request(options, function (error, response, body) {
if (error) throw new Error(error);
console.log(body);
});
const unirest = require('unirest');
const req = unirest('POST', '{{baseUrl}}/timeseries/last/detect');
req.end(function (res) {
if (res.error) throw new Error(res.error);
console.log(res.body);
});
const axios = require('axios').default;
const options = {method: 'POST', url: '{{baseUrl}}/timeseries/last/detect'};
try {
const { data } = await axios.request(options);
console.log(data);
} catch (error) {
console.error(error);
}
const fetch = require('node-fetch');
const url = '{{baseUrl}}/timeseries/last/detect';
const options = {method: 'POST'};
try {
const response = await fetch(url, options);
const data = await response.json();
console.log(data);
} catch (error) {
console.error(error);
}
#import
NSMutableURLRequest *request = [NSMutableURLRequest requestWithURL:[NSURL URLWithString:@"{{baseUrl}}/timeseries/last/detect"]
cachePolicy:NSURLRequestUseProtocolCachePolicy
timeoutInterval:10.0];
[request setHTTPMethod:@"POST"];
NSURLSession *session = [NSURLSession sharedSession];
NSURLSessionDataTask *dataTask = [session dataTaskWithRequest:request
completionHandler:^(NSData *data, NSURLResponse *response, NSError *error) {
if (error) {
NSLog(@"%@", error);
} else {
NSHTTPURLResponse *httpResponse = (NSHTTPURLResponse *) response;
NSLog(@"%@", httpResponse);
}
}];
[dataTask resume];
open Cohttp_lwt_unix
open Cohttp
open Lwt
let uri = Uri.of_string "{{baseUrl}}/timeseries/last/detect" in
Client.call `POST uri
>>= fun (res, body_stream) ->
(* Do stuff with the result *)
"{{baseUrl}}/timeseries/last/detect",
CURLOPT_RETURNTRANSFER => true,
CURLOPT_ENCODING => "",
CURLOPT_MAXREDIRS => 10,
CURLOPT_TIMEOUT => 30,
CURLOPT_HTTP_VERSION => CURL_HTTP_VERSION_1_1,
CURLOPT_CUSTOMREQUEST => "POST",
]);
$response = curl_exec($curl);
$err = curl_error($curl);
curl_close($curl);
if ($err) {
echo "cURL Error #:" . $err;
} else {
echo $response;
}
request('POST', '{{baseUrl}}/timeseries/last/detect');
echo $response->getBody();
setUrl('{{baseUrl}}/timeseries/last/detect');
$request->setMethod(HTTP_METH_POST);
try {
$response = $request->send();
echo $response->getBody();
} catch (HttpException $ex) {
echo $ex;
}
setRequestUrl('{{baseUrl}}/timeseries/last/detect');
$request->setRequestMethod('POST');
$client->enqueue($request)->send();
$response = $client->getResponse();
echo $response->getBody();
$response = Invoke-WebRequest -Uri '{{baseUrl}}/timeseries/last/detect' -Method POST
$response = Invoke-RestMethod -Uri '{{baseUrl}}/timeseries/last/detect' -Method POST
import http.client
conn = http.client.HTTPSConnection("example.com")
conn.request("POST", "/baseUrl/timeseries/last/detect")
res = conn.getresponse()
data = res.read()
print(data.decode("utf-8"))
import requests
url = "{{baseUrl}}/timeseries/last/detect"
response = requests.post(url)
print(response.json())
library(httr)
url <- "{{baseUrl}}/timeseries/last/detect"
response <- VERB("POST", url, content_type("application/octet-stream"))
content(response, "text")
require 'uri'
require 'net/http'
url = URI("{{baseUrl}}/timeseries/last/detect")
http = Net::HTTP.new(url.host, url.port)
http.use_ssl = true
request = Net::HTTP::Post.new(url)
response = http.request(request)
puts response.read_body
require 'faraday'
conn = Faraday.new(
url: 'https://example.com',
)
response = conn.post('/baseUrl/timeseries/last/detect') do |req|
end
puts response.status
puts response.body
use reqwest;
#[tokio::main]
pub async fn main() {
let url = "{{baseUrl}}/timeseries/last/detect";
let client = reqwest::Client::new();
let response = client.post(url)
.send()
.await;
let results = response.unwrap()
.json::()
.await
.unwrap();
dbg!(results);
}
curl --request POST \
--url {{baseUrl}}/timeseries/last/detect
http POST {{baseUrl}}/timeseries/last/detect
wget --quiet \
--method POST \
--output-document \
- {{baseUrl}}/timeseries/last/detect
import Foundation
let request = NSMutableURLRequest(url: NSURL(string: "{{baseUrl}}/timeseries/last/detect")! as URL,
cachePolicy: .useProtocolCachePolicy,
timeoutInterval: 10.0)
request.httpMethod = "POST"
let session = URLSession.shared
let dataTask = session.dataTask(with: request as URLRequest, completionHandler: { (data, response, error) -> Void in
if (error != nil) {
print(error as Any)
} else {
let httpResponse = response as? HTTPURLResponse
print(httpResponse)
}
})
dataTask.resume()
POST
Find anomalies for the entire series in batch.
{{baseUrl}}/timeseries/entire/detect
Examples
REQUEST
CURL *hnd = curl_easy_init();
curl_easy_setopt(hnd, CURLOPT_CUSTOMREQUEST, "POST");
curl_easy_setopt(hnd, CURLOPT_URL, "{{baseUrl}}/timeseries/entire/detect");
CURLcode ret = curl_easy_perform(hnd);
(require '[clj-http.client :as client])
(client/post "{{baseUrl}}/timeseries/entire/detect")
require "http/client"
url = "{{baseUrl}}/timeseries/entire/detect"
response = HTTP::Client.post url
puts response.body
using System.Net.Http.Headers;
var client = new HttpClient();
var request = new HttpRequestMessage
{
Method = HttpMethod.Post,
RequestUri = new Uri("{{baseUrl}}/timeseries/entire/detect"),
};
using (var response = await client.SendAsync(request))
{
response.EnsureSuccessStatusCode();
var body = await response.Content.ReadAsStringAsync();
Console.WriteLine(body);
}
var client = new RestClient("{{baseUrl}}/timeseries/entire/detect");
var request = new RestRequest("", Method.Post);
var response = client.Execute(request);
package main
import (
"fmt"
"net/http"
"io"
)
func main() {
url := "{{baseUrl}}/timeseries/entire/detect"
req, _ := http.NewRequest("POST", url, nil)
res, _ := http.DefaultClient.Do(req)
defer res.Body.Close()
body, _ := io.ReadAll(res.Body)
fmt.Println(res)
fmt.Println(string(body))
}
POST /baseUrl/timeseries/entire/detect HTTP/1.1
Host: example.com
AsyncHttpClient client = new DefaultAsyncHttpClient();
client.prepare("POST", "{{baseUrl}}/timeseries/entire/detect")
.execute()
.toCompletableFuture()
.thenAccept(System.out::println)
.join();
client.close();
HttpRequest request = HttpRequest.newBuilder()
.uri(URI.create("{{baseUrl}}/timeseries/entire/detect"))
.method("POST", HttpRequest.BodyPublishers.noBody())
.build();
HttpResponse response = HttpClient.newHttpClient().send(request, HttpResponse.BodyHandlers.ofString());
System.out.println(response.body());
OkHttpClient client = new OkHttpClient();
Request request = new Request.Builder()
.url("{{baseUrl}}/timeseries/entire/detect")
.post(null)
.build();
Response response = client.newCall(request).execute();
HttpResponse response = Unirest.post("{{baseUrl}}/timeseries/entire/detect")
.asString();
const data = null;
const xhr = new XMLHttpRequest();
xhr.withCredentials = true;
xhr.addEventListener('readystatechange', function () {
if (this.readyState === this.DONE) {
console.log(this.responseText);
}
});
xhr.open('POST', '{{baseUrl}}/timeseries/entire/detect');
xhr.send(data);
import axios from 'axios';
const options = {method: 'POST', url: '{{baseUrl}}/timeseries/entire/detect'};
try {
const { data } = await axios.request(options);
console.log(data);
} catch (error) {
console.error(error);
}
const url = '{{baseUrl}}/timeseries/entire/detect';
const options = {method: 'POST'};
try {
const response = await fetch(url, options);
const data = await response.json();
console.log(data);
} catch (error) {
console.error(error);
}
const settings = {
async: true,
crossDomain: true,
url: '{{baseUrl}}/timeseries/entire/detect',
method: 'POST',
headers: {}
};
$.ajax(settings).done(function (response) {
console.log(response);
});
val client = OkHttpClient()
val request = Request.Builder()
.url("{{baseUrl}}/timeseries/entire/detect")
.post(null)
.build()
val response = client.newCall(request).execute()
const http = require('https');
const options = {
method: 'POST',
hostname: 'example.com',
port: null,
path: '/baseUrl/timeseries/entire/detect',
headers: {}
};
const req = http.request(options, function (res) {
const chunks = [];
res.on('data', function (chunk) {
chunks.push(chunk);
});
res.on('end', function () {
const body = Buffer.concat(chunks);
console.log(body.toString());
});
});
req.end();
const request = require('request');
const options = {method: 'POST', url: '{{baseUrl}}/timeseries/entire/detect'};
request(options, function (error, response, body) {
if (error) throw new Error(error);
console.log(body);
});
const unirest = require('unirest');
const req = unirest('POST', '{{baseUrl}}/timeseries/entire/detect');
req.end(function (res) {
if (res.error) throw new Error(res.error);
console.log(res.body);
});
const axios = require('axios').default;
const options = {method: 'POST', url: '{{baseUrl}}/timeseries/entire/detect'};
try {
const { data } = await axios.request(options);
console.log(data);
} catch (error) {
console.error(error);
}
const fetch = require('node-fetch');
const url = '{{baseUrl}}/timeseries/entire/detect';
const options = {method: 'POST'};
try {
const response = await fetch(url, options);
const data = await response.json();
console.log(data);
} catch (error) {
console.error(error);
}
#import
NSMutableURLRequest *request = [NSMutableURLRequest requestWithURL:[NSURL URLWithString:@"{{baseUrl}}/timeseries/entire/detect"]
cachePolicy:NSURLRequestUseProtocolCachePolicy
timeoutInterval:10.0];
[request setHTTPMethod:@"POST"];
NSURLSession *session = [NSURLSession sharedSession];
NSURLSessionDataTask *dataTask = [session dataTaskWithRequest:request
completionHandler:^(NSData *data, NSURLResponse *response, NSError *error) {
if (error) {
NSLog(@"%@", error);
} else {
NSHTTPURLResponse *httpResponse = (NSHTTPURLResponse *) response;
NSLog(@"%@", httpResponse);
}
}];
[dataTask resume];
open Cohttp_lwt_unix
open Cohttp
open Lwt
let uri = Uri.of_string "{{baseUrl}}/timeseries/entire/detect" in
Client.call `POST uri
>>= fun (res, body_stream) ->
(* Do stuff with the result *)
"{{baseUrl}}/timeseries/entire/detect",
CURLOPT_RETURNTRANSFER => true,
CURLOPT_ENCODING => "",
CURLOPT_MAXREDIRS => 10,
CURLOPT_TIMEOUT => 30,
CURLOPT_HTTP_VERSION => CURL_HTTP_VERSION_1_1,
CURLOPT_CUSTOMREQUEST => "POST",
]);
$response = curl_exec($curl);
$err = curl_error($curl);
curl_close($curl);
if ($err) {
echo "cURL Error #:" . $err;
} else {
echo $response;
}
request('POST', '{{baseUrl}}/timeseries/entire/detect');
echo $response->getBody();
setUrl('{{baseUrl}}/timeseries/entire/detect');
$request->setMethod(HTTP_METH_POST);
try {
$response = $request->send();
echo $response->getBody();
} catch (HttpException $ex) {
echo $ex;
}
setRequestUrl('{{baseUrl}}/timeseries/entire/detect');
$request->setRequestMethod('POST');
$client->enqueue($request)->send();
$response = $client->getResponse();
echo $response->getBody();
$response = Invoke-WebRequest -Uri '{{baseUrl}}/timeseries/entire/detect' -Method POST
$response = Invoke-RestMethod -Uri '{{baseUrl}}/timeseries/entire/detect' -Method POST
import http.client
conn = http.client.HTTPSConnection("example.com")
conn.request("POST", "/baseUrl/timeseries/entire/detect")
res = conn.getresponse()
data = res.read()
print(data.decode("utf-8"))
import requests
url = "{{baseUrl}}/timeseries/entire/detect"
response = requests.post(url)
print(response.json())
library(httr)
url <- "{{baseUrl}}/timeseries/entire/detect"
response <- VERB("POST", url, content_type("application/octet-stream"))
content(response, "text")
require 'uri'
require 'net/http'
url = URI("{{baseUrl}}/timeseries/entire/detect")
http = Net::HTTP.new(url.host, url.port)
http.use_ssl = true
request = Net::HTTP::Post.new(url)
response = http.request(request)
puts response.read_body
require 'faraday'
conn = Faraday.new(
url: 'https://example.com',
)
response = conn.post('/baseUrl/timeseries/entire/detect') do |req|
end
puts response.status
puts response.body
use reqwest;
#[tokio::main]
pub async fn main() {
let url = "{{baseUrl}}/timeseries/entire/detect";
let client = reqwest::Client::new();
let response = client.post(url)
.send()
.await;
let results = response.unwrap()
.json::()
.await
.unwrap();
dbg!(results);
}
curl --request POST \
--url {{baseUrl}}/timeseries/entire/detect
http POST {{baseUrl}}/timeseries/entire/detect
wget --quiet \
--method POST \
--output-document \
- {{baseUrl}}/timeseries/entire/detect
import Foundation
let request = NSMutableURLRequest(url: NSURL(string: "{{baseUrl}}/timeseries/entire/detect")! as URL,
cachePolicy: .useProtocolCachePolicy,
timeoutInterval: 10.0)
request.httpMethod = "POST"
let session = URLSession.shared
let dataTask = session.dataTask(with: request as URLRequest, completionHandler: { (data, response, error) -> Void in
if (error != nil) {
print(error as Any)
} else {
let httpResponse = response as? HTTPURLResponse
print(httpResponse)
}
})
dataTask.resume()