Check a predictive model for input drift
curl --request GET \
--url https://api.orbit.devotel.io/api/v1/cdp/predictive-models/{model}/driftimport requests
url = "https://api.orbit.devotel.io/api/v1/cdp/predictive-models/{model}/drift"
response = requests.get(url)
print(response.text)const options = {method: 'GET'};
fetch('https://api.orbit.devotel.io/api/v1/cdp/predictive-models/{model}/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://api.orbit.devotel.io/api/v1/cdp/predictive-models/{model}/drift",
CURLOPT_RETURNTRANSFER => true,
CURLOPT_ENCODING => "",
CURLOPT_MAXREDIRS => 10,
CURLOPT_TIMEOUT => 30,
CURLOPT_HTTP_VERSION => CURL_HTTP_VERSION_1_1,
CURLOPT_CUSTOMREQUEST => "GET",
]);
$response = curl_exec($curl);
$err = curl_error($curl);
curl_close($curl);
if ($err) {
echo "cURL Error #:" . $err;
} else {
echo $response;
}package main
import (
"fmt"
"net/http"
"io"
)
func main() {
url := "https://api.orbit.devotel.io/api/v1/cdp/predictive-models/{model}/drift"
req, _ := http.NewRequest("GET", url, nil)
res, _ := http.DefaultClient.Do(req)
defer res.Body.Close()
body, _ := io.ReadAll(res.Body)
fmt.Println(string(body))
}HttpResponse<String> response = Unirest.get("https://api.orbit.devotel.io/api/v1/cdp/predictive-models/{model}/drift")
.asString();require 'uri'
require 'net/http'
url = URI("https://api.orbit.devotel.io/api/v1/cdp/predictive-models/{model}/drift")
http = Net::HTTP.new(url.host, url.port)
http.use_ssl = true
request = Net::HTTP::Get.new(url)
response = http.request(request)
puts response.read_body{
"data": {},
"meta": {}
}{
"error": {
"code": "<string>",
"message": "<string>",
"status": 123,
"details": {}
},
"meta": {
"request_id": "<string>",
"timestamp": "2023-11-07T05:31:56Z",
"docs_url": "<string>"
}
}{
"error": {
"code": "<string>",
"message": "<string>",
"status": 123,
"details": {}
},
"meta": {
"request_id": "<string>",
"timestamp": "2023-11-07T05:31:56Z",
"docs_url": "<string>"
}
}{
"data": {},
"meta": {}
}{
"error": {
"code": "RATE_LIMITED",
"message": "<string>",
"status": 429,
"retry_after": 2
},
"meta": {
"request_id": "<string>",
"timestamp": "2023-11-07T05:31:56Z",
"docs_url": "<string>"
}
}{
"error": {
"code": "<string>",
"message": "<string>",
"status": 123,
"details": {}
},
"meta": {
"request_id": "<string>",
"timestamp": "2023-11-07T05:31:56Z",
"docs_url": "<string>"
}
}CDP
Check a predictive model for input drift
Compare the live scoring population’s feature + prediction distribution against the model’s training distribution using the Population Stability Index (PSI). Query params: window_days (default 30, how far back the recent window reaches), bins (default 10, equal-frequency buckets), and threshold (default 0.25, the PSI value that counts as drift). Returns 200 with a per-feature PSI report plus an overall drift verdict, or 422 when the recent window has too few active contacts to judge. Owner / admin / developer only.
GET
/
api
/
v1
/
cdp
/
predictive-models
/
{model}
/
drift
Check a predictive model for input drift
curl --request GET \
--url https://api.orbit.devotel.io/api/v1/cdp/predictive-models/{model}/driftimport requests
url = "https://api.orbit.devotel.io/api/v1/cdp/predictive-models/{model}/drift"
response = requests.get(url)
print(response.text)const options = {method: 'GET'};
fetch('https://api.orbit.devotel.io/api/v1/cdp/predictive-models/{model}/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://api.orbit.devotel.io/api/v1/cdp/predictive-models/{model}/drift",
CURLOPT_RETURNTRANSFER => true,
CURLOPT_ENCODING => "",
CURLOPT_MAXREDIRS => 10,
CURLOPT_TIMEOUT => 30,
CURLOPT_HTTP_VERSION => CURL_HTTP_VERSION_1_1,
CURLOPT_CUSTOMREQUEST => "GET",
]);
$response = curl_exec($curl);
$err = curl_error($curl);
curl_close($curl);
if ($err) {
echo "cURL Error #:" . $err;
} else {
echo $response;
}package main
import (
"fmt"
"net/http"
"io"
)
func main() {
url := "https://api.orbit.devotel.io/api/v1/cdp/predictive-models/{model}/drift"
req, _ := http.NewRequest("GET", url, nil)
res, _ := http.DefaultClient.Do(req)
defer res.Body.Close()
body, _ := io.ReadAll(res.Body)
fmt.Println(string(body))
}HttpResponse<String> response = Unirest.get("https://api.orbit.devotel.io/api/v1/cdp/predictive-models/{model}/drift")
.asString();require 'uri'
require 'net/http'
url = URI("https://api.orbit.devotel.io/api/v1/cdp/predictive-models/{model}/drift")
http = Net::HTTP.new(url.host, url.port)
http.use_ssl = true
request = Net::HTTP::Get.new(url)
response = http.request(request)
puts response.read_body{
"data": {},
"meta": {}
}{
"error": {
"code": "<string>",
"message": "<string>",
"status": 123,
"details": {}
},
"meta": {
"request_id": "<string>",
"timestamp": "2023-11-07T05:31:56Z",
"docs_url": "<string>"
}
}{
"error": {
"code": "<string>",
"message": "<string>",
"status": 123,
"details": {}
},
"meta": {
"request_id": "<string>",
"timestamp": "2023-11-07T05:31:56Z",
"docs_url": "<string>"
}
}{
"data": {},
"meta": {}
}{
"error": {
"code": "RATE_LIMITED",
"message": "<string>",
"status": 429,
"retry_after": 2
},
"meta": {
"request_id": "<string>",
"timestamp": "2023-11-07T05:31:56Z",
"docs_url": "<string>"
}
}{
"error": {
"code": "<string>",
"message": "<string>",
"status": 123,
"details": {}
},
"meta": {
"request_id": "<string>",
"timestamp": "2023-11-07T05:31:56Z",
"docs_url": "<string>"
}
}Path Parameters
Model key from GET /api/v1/cdp/predictive-models (also uplift for the persuadability endpoints).
Available options:
churn_propensity, conversion_intent, lifetime_value, engagement_fatigue Query Parameters
Required range:
1 <= x <= 365Required range:
2 <= x <= 20Required range:
0.05 <= x <= 1