Analyze drift

curl --request POST \
  --url https://mycluster.domino.tech/model-monitor/v2/api/model/{model_id}/analyse-drift \
  --header 'Content-Type: application/json' \
  --header 'X-Domino-Api-Key: <api-key>' \
  --data '
{
  "config": [
    {
      "alertable": true,
      "algorithm": "<string>",
      "condition": {
        "lower": 123,
        "operator": "<string>",
        "upper": 123
      },
      "id": "<string>",
      "name": "<string>",
      "type": "<string>",
      "value": "<string>"
    }
  ],
  "endDate": 123,
  "modelId": "<string>",
  "searchQuery": "<string>",
  "startDate": 123
}
'

import requests

url = "https://mycluster.domino.tech/model-monitor/v2/api/model/{model_id}/analyse-drift"

payload = {
    "config": [
        {
            "alertable": True,
            "algorithm": "<string>",
            "condition": {
                "lower": 123,
                "operator": "<string>",
                "upper": 123
            },
            "id": "<string>",
            "name": "<string>",
            "type": "<string>",
            "value": "<string>"
        }
    ],
    "endDate": 123,
    "modelId": "<string>",
    "searchQuery": "<string>",
    "startDate": 123
}
headers = {
    "X-Domino-Api-Key": "<api-key>",
    "Content-Type": "application/json"
}

response = requests.post(url, json=payload, headers=headers)

print(response.text)

const options = {
  method: 'POST',
  headers: {'X-Domino-Api-Key': '<api-key>', 'Content-Type': 'application/json'},
  body: JSON.stringify({
    config: [
      {
        alertable: true,
        algorithm: '<string>',
        condition: {lower: 123, operator: '<string>', upper: 123},
        id: '<string>',
        name: '<string>',
        type: '<string>',
        value: '<string>'
      }
    ],
    endDate: 123,
    modelId: '<string>',
    searchQuery: '<string>',
    startDate: 123
  })
};

fetch('https://mycluster.domino.tech/model-monitor/v2/api/model/{model_id}/analyse-drift', options)
  .then(res => res.json())
  .then(res => console.log(res))
  .catch(err => console.error(err));

<?php

$curl = curl_init();

curl_setopt_array($curl, [
  CURLOPT_URL => "https://mycluster.domino.tech/model-monitor/v2/api/model/{model_id}/analyse-drift",
  CURLOPT_RETURNTRANSFER => true,
  CURLOPT_ENCODING => "",
  CURLOPT_MAXREDIRS => 10,
  CURLOPT_TIMEOUT => 30,
  CURLOPT_HTTP_VERSION => CURL_HTTP_VERSION_1_1,
  CURLOPT_CUSTOMREQUEST => "POST",
  CURLOPT_POSTFIELDS => json_encode([
    'config' => [
        [
                'alertable' => true,
                'algorithm' => '<string>',
                'condition' => [
                                'lower' => 123,
                                'operator' => '<string>',
                                'upper' => 123
                ],
                'id' => '<string>',
                'name' => '<string>',
                'type' => '<string>',
                'value' => '<string>'
        ]
    ],
    'endDate' => 123,
    'modelId' => '<string>',
    'searchQuery' => '<string>',
    'startDate' => 123
  ]),
  CURLOPT_HTTPHEADER => [
    "Content-Type: application/json",
    "X-Domino-Api-Key: <api-key>"
  ],
]);

$response = curl_exec($curl);
$err = curl_error($curl);

curl_close($curl);

if ($err) {
  echo "cURL Error #:" . $err;
} else {
  echo $response;
}

package main

import (
	"fmt"
	"strings"
	"net/http"
	"io"
)

func main() {

	url := "https://mycluster.domino.tech/model-monitor/v2/api/model/{model_id}/analyse-drift"

	payload := strings.NewReader("{\n  \"config\": [\n    {\n      \"alertable\": true,\n      \"algorithm\": \"<string>\",\n      \"condition\": {\n        \"lower\": 123,\n        \"operator\": \"<string>\",\n        \"upper\": 123\n      },\n      \"id\": \"<string>\",\n      \"name\": \"<string>\",\n      \"type\": \"<string>\",\n      \"value\": \"<string>\"\n    }\n  ],\n  \"endDate\": 123,\n  \"modelId\": \"<string>\",\n  \"searchQuery\": \"<string>\",\n  \"startDate\": 123\n}")

	req, _ := http.NewRequest("POST", url, payload)

	req.Header.Add("X-Domino-Api-Key", "<api-key>")
	req.Header.Add("Content-Type", "application/json")

	res, _ := http.DefaultClient.Do(req)

	defer res.Body.Close()
	body, _ := io.ReadAll(res.Body)

	fmt.Println(string(body))

}

HttpResponse<String> response = Unirest.post("https://mycluster.domino.tech/model-monitor/v2/api/model/{model_id}/analyse-drift")
  .header("X-Domino-Api-Key", "<api-key>")
  .header("Content-Type", "application/json")
  .body("{\n  \"config\": [\n    {\n      \"alertable\": true,\n      \"algorithm\": \"<string>\",\n      \"condition\": {\n        \"lower\": 123,\n        \"operator\": \"<string>\",\n        \"upper\": 123\n      },\n      \"id\": \"<string>\",\n      \"name\": \"<string>\",\n      \"type\": \"<string>\",\n      \"value\": \"<string>\"\n    }\n  ],\n  \"endDate\": 123,\n  \"modelId\": \"<string>\",\n  \"searchQuery\": \"<string>\",\n  \"startDate\": 123\n}")
  .asString();

require 'uri'
require 'net/http'

url = URI("https://mycluster.domino.tech/model-monitor/v2/api/model/{model_id}/analyse-drift")

http = Net::HTTP.new(url.host, url.port)
http.use_ssl = true

request = Net::HTTP::Post.new(url)
request["X-Domino-Api-Key"] = '<api-key>'
request["Content-Type"] = 'application/json'
request.body = "{\n  \"config\": [\n    {\n      \"alertable\": true,\n      \"algorithm\": \"<string>\",\n      \"condition\": {\n        \"lower\": 123,\n        \"operator\": \"<string>\",\n        \"upper\": 123\n      },\n      \"id\": \"<string>\",\n      \"name\": \"<string>\",\n      \"type\": \"<string>\",\n      \"value\": \"<string>\"\n    }\n  ],\n  \"endDate\": 123,\n  \"modelId\": \"<string>\",\n  \"searchQuery\": \"<string>\",\n  \"startDate\": 123\n}"

response = http.request(request)
puts response.read_body

{
  "calculatedOn": 123,
  "end": 123,
  "features": [
    {
      "alertable": true,
      "algorithm": "<string>",
      "columnType": "prediction",
      "condition": {
        "lower": 123,
        "operator": "<string>",
        "upper": 123
      },
      "driftTrends": [
        [
          123
        ]
      ],
      "id": "<string>",
      "name": "<string>",
      "valueType": "numerical",
      "drift": 123,
      "drifted": true,
      "error": "<string>",
      "importance": 123,
      "pValue": 123,
      "prediction": {
        "binValues": [],
        "counts": [
          123
        ],
        "normalizedValues": []
      },
      "training": {
        "binValues": [],
        "counts": [
          123
        ],
        "normalizedValues": []
      }
    }
  ],
  "pagination": {
    "pageNumber": 123,
    "pageSize": 123,
    "sortOn": "column_name",
    "sortOrder": 123
  },
  "records": {
    "prediction": 123,
    "training": 123
  },
  "start": 123,
  "totalCount": 123
}