Submit Forecast
curl --request POST \
--url https://eomer-api-cgeu.onrender.com/forecast \
--header 'Authorization: Bearer <token>' \
--header 'Content-Type: multipart/form-data' \
--form 'file=<string>' \
--form s3_uri= \
--form prediction_length=24 \
--form presets=eomer_pulse_l \
--form item_id_column=item_id \
--form timestamp_column=timestamp \
--form target_column=target \
--form freq= \
--form quantile_levels= \
--form covariates= \
--form latitude=123 \
--form longitude=123 \
--form feature_engineering= \
--form external_covariates= \
--form explainability= \
--form reconciliation= \
--form callback_url= \
--form compute_backend= \
--form file.0='@example-file'import requests
url = "https://eomer-api-cgeu.onrender.com/forecast"
files = { "file.0": ("example-file", open("example-file", "rb")) }
payload = {
"file": "<string>",
"s3_uri": "",
"prediction_length": "24",
"presets": "eomer_pulse_l",
"item_id_column": "item_id",
"timestamp_column": "timestamp",
"target_column": "target",
"freq": "",
"quantile_levels": "",
"covariates": "",
"latitude": "123",
"longitude": "123",
"feature_engineering": "",
"external_covariates": "",
"explainability": "",
"reconciliation": "",
"callback_url": "",
"compute_backend": ""
}
headers = {"Authorization": "Bearer <token>"}
response = requests.post(url, data=payload, files=files, headers=headers)
print(response.text)const form = new FormData();
form.append('file', '<string>');
form.append('s3_uri', '');
form.append('prediction_length', '24');
form.append('presets', 'eomer_pulse_l');
form.append('item_id_column', 'item_id');
form.append('timestamp_column', 'timestamp');
form.append('target_column', 'target');
form.append('freq', '');
form.append('quantile_levels', '');
form.append('covariates', '');
form.append('latitude', '123');
form.append('longitude', '123');
form.append('feature_engineering', '');
form.append('external_covariates', '');
form.append('explainability', '');
form.append('reconciliation', '');
form.append('callback_url', '');
form.append('compute_backend', '');
form.append('file.0', '{
"fileName": "example-file"
}');
const options = {method: 'POST', headers: {Authorization: 'Bearer <token>'}};
options.body = form;
fetch('https://eomer-api-cgeu.onrender.com/forecast', 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://eomer-api-cgeu.onrender.com/forecast",
CURLOPT_RETURNTRANSFER => true,
CURLOPT_ENCODING => "",
CURLOPT_MAXREDIRS => 10,
CURLOPT_TIMEOUT => 30,
CURLOPT_HTTP_VERSION => CURL_HTTP_VERSION_1_1,
CURLOPT_CUSTOMREQUEST => "POST",
CURLOPT_POSTFIELDS => "-----011000010111000001101001\r\nContent-Disposition: form-data; name=\"file\"\r\n\r\n<string>\r\n-----011000010111000001101001\r\nContent-Disposition: form-data; name=\"s3_uri\"\r\n\r\n\r\n-----011000010111000001101001\r\nContent-Disposition: form-data; name=\"prediction_length\"\r\n\r\n24\r\n-----011000010111000001101001\r\nContent-Disposition: form-data; name=\"presets\"\r\n\r\neomer_pulse_l\r\n-----011000010111000001101001\r\nContent-Disposition: form-data; name=\"item_id_column\"\r\n\r\nitem_id\r\n-----011000010111000001101001\r\nContent-Disposition: form-data; name=\"timestamp_column\"\r\n\r\ntimestamp\r\n-----011000010111000001101001\r\nContent-Disposition: form-data; name=\"target_column\"\r\n\r\ntarget\r\n-----011000010111000001101001\r\nContent-Disposition: form-data; name=\"freq\"\r\n\r\n\r\n-----011000010111000001101001\r\nContent-Disposition: form-data; name=\"quantile_levels\"\r\n\r\n\r\n-----011000010111000001101001\r\nContent-Disposition: form-data; name=\"covariates\"\r\n\r\n\r\n-----011000010111000001101001\r\nContent-Disposition: form-data; name=\"latitude\"\r\n\r\n123\r\n-----011000010111000001101001\r\nContent-Disposition: form-data; name=\"longitude\"\r\n\r\n123\r\n-----011000010111000001101001\r\nContent-Disposition: form-data; name=\"feature_engineering\"\r\n\r\n\r\n-----011000010111000001101001\r\nContent-Disposition: form-data; name=\"external_covariates\"\r\n\r\n\r\n-----011000010111000001101001\r\nContent-Disposition: form-data; name=\"explainability\"\r\n\r\n\r\n-----011000010111000001101001\r\nContent-Disposition: form-data; name=\"reconciliation\"\r\n\r\n\r\n-----011000010111000001101001\r\nContent-Disposition: form-data; name=\"callback_url\"\r\n\r\n\r\n-----011000010111000001101001\r\nContent-Disposition: form-data; name=\"compute_backend\"\r\n\r\n\r\n-----011000010111000001101001\r\nContent-Disposition: form-data; name=\"file.0\"; filename=\"example-file\"\r\nContent-Type: application/octet-stream\r\n\r\n{\r\n \"fileName\": \"example-file\"\r\n}\r\n-----011000010111000001101001--",
CURLOPT_HTTPHEADER => [
"Authorization: Bearer <token>",
"Content-Type: multipart/form-data"
],
]);
$response = curl_exec($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://eomer-api-cgeu.onrender.com/forecast"
payload := strings.NewReader("-----011000010111000001101001\r\nContent-Disposition: form-data; name=\"file\"\r\n\r\n<string>\r\n-----011000010111000001101001\r\nContent-Disposition: form-data; name=\"s3_uri\"\r\n\r\n\r\n-----011000010111000001101001\r\nContent-Disposition: form-data; name=\"prediction_length\"\r\n\r\n24\r\n-----011000010111000001101001\r\nContent-Disposition: form-data; name=\"presets\"\r\n\r\neomer_pulse_l\r\n-----011000010111000001101001\r\nContent-Disposition: form-data; name=\"item_id_column\"\r\n\r\nitem_id\r\n-----011000010111000001101001\r\nContent-Disposition: form-data; name=\"timestamp_column\"\r\n\r\ntimestamp\r\n-----011000010111000001101001\r\nContent-Disposition: form-data; name=\"target_column\"\r\n\r\ntarget\r\n-----011000010111000001101001\r\nContent-Disposition: form-data; name=\"freq\"\r\n\r\n\r\n-----011000010111000001101001\r\nContent-Disposition: form-data; name=\"quantile_levels\"\r\n\r\n\r\n-----011000010111000001101001\r\nContent-Disposition: form-data; name=\"covariates\"\r\n\r\n\r\n-----011000010111000001101001\r\nContent-Disposition: form-data; name=\"latitude\"\r\n\r\n123\r\n-----011000010111000001101001\r\nContent-Disposition: form-data; name=\"longitude\"\r\n\r\n123\r\n-----011000010111000001101001\r\nContent-Disposition: form-data; name=\"feature_engineering\"\r\n\r\n\r\n-----011000010111000001101001\r\nContent-Disposition: form-data; name=\"external_covariates\"\r\n\r\n\r\n-----011000010111000001101001\r\nContent-Disposition: form-data; name=\"explainability\"\r\n\r\n\r\n-----011000010111000001101001\r\nContent-Disposition: form-data; name=\"reconciliation\"\r\n\r\n\r\n-----011000010111000001101001\r\nContent-Disposition: form-data; name=\"callback_url\"\r\n\r\n\r\n-----011000010111000001101001\r\nContent-Disposition: form-data; name=\"compute_backend\"\r\n\r\n\r\n-----011000010111000001101001\r\nContent-Disposition: form-data; name=\"file.0\"; filename=\"example-file\"\r\nContent-Type: application/octet-stream\r\n\r\n{\r\n \"fileName\": \"example-file\"\r\n}\r\n-----011000010111000001101001--")
req, _ := http.NewRequest("POST", url, payload)
req.Header.Add("Authorization", "Bearer <token>")
res, _ := http.DefaultClient.Do(req)
defer res.Body.Close()
body, _ := io.ReadAll(res.Body)
fmt.Println(string(body))
}HttpResponse<String> response = Unirest.post("https://eomer-api-cgeu.onrender.com/forecast")
.header("Authorization", "Bearer <token>")
.body("-----011000010111000001101001\r\nContent-Disposition: form-data; name=\"file\"\r\n\r\n<string>\r\n-----011000010111000001101001\r\nContent-Disposition: form-data; name=\"s3_uri\"\r\n\r\n\r\n-----011000010111000001101001\r\nContent-Disposition: form-data; name=\"prediction_length\"\r\n\r\n24\r\n-----011000010111000001101001\r\nContent-Disposition: form-data; name=\"presets\"\r\n\r\neomer_pulse_l\r\n-----011000010111000001101001\r\nContent-Disposition: form-data; name=\"item_id_column\"\r\n\r\nitem_id\r\n-----011000010111000001101001\r\nContent-Disposition: form-data; name=\"timestamp_column\"\r\n\r\ntimestamp\r\n-----011000010111000001101001\r\nContent-Disposition: form-data; name=\"target_column\"\r\n\r\ntarget\r\n-----011000010111000001101001\r\nContent-Disposition: form-data; name=\"freq\"\r\n\r\n\r\n-----011000010111000001101001\r\nContent-Disposition: form-data; name=\"quantile_levels\"\r\n\r\n\r\n-----011000010111000001101001\r\nContent-Disposition: form-data; name=\"covariates\"\r\n\r\n\r\n-----011000010111000001101001\r\nContent-Disposition: form-data; name=\"latitude\"\r\n\r\n123\r\n-----011000010111000001101001\r\nContent-Disposition: form-data; name=\"longitude\"\r\n\r\n123\r\n-----011000010111000001101001\r\nContent-Disposition: form-data; name=\"feature_engineering\"\r\n\r\n\r\n-----011000010111000001101001\r\nContent-Disposition: form-data; name=\"external_covariates\"\r\n\r\n\r\n-----011000010111000001101001\r\nContent-Disposition: form-data; name=\"explainability\"\r\n\r\n\r\n-----011000010111000001101001\r\nContent-Disposition: form-data; name=\"reconciliation\"\r\n\r\n\r\n-----011000010111000001101001\r\nContent-Disposition: form-data; name=\"callback_url\"\r\n\r\n\r\n-----011000010111000001101001\r\nContent-Disposition: form-data; name=\"compute_backend\"\r\n\r\n\r\n-----011000010111000001101001\r\nContent-Disposition: form-data; name=\"file.0\"; filename=\"example-file\"\r\nContent-Type: application/octet-stream\r\n\r\n{\r\n \"fileName\": \"example-file\"\r\n}\r\n-----011000010111000001101001--")
.asString();require 'uri'
require 'net/http'
url = URI("https://eomer-api-cgeu.onrender.com/forecast")
http = Net::HTTP.new(url.host, url.port)
http.use_ssl = true
request = Net::HTTP::Post.new(url)
request["Authorization"] = 'Bearer <token>'
request.body = "-----011000010111000001101001\r\nContent-Disposition: form-data; name=\"file\"\r\n\r\n<string>\r\n-----011000010111000001101001\r\nContent-Disposition: form-data; name=\"s3_uri\"\r\n\r\n\r\n-----011000010111000001101001\r\nContent-Disposition: form-data; name=\"prediction_length\"\r\n\r\n24\r\n-----011000010111000001101001\r\nContent-Disposition: form-data; name=\"presets\"\r\n\r\neomer_pulse_l\r\n-----011000010111000001101001\r\nContent-Disposition: form-data; name=\"item_id_column\"\r\n\r\nitem_id\r\n-----011000010111000001101001\r\nContent-Disposition: form-data; name=\"timestamp_column\"\r\n\r\ntimestamp\r\n-----011000010111000001101001\r\nContent-Disposition: form-data; name=\"target_column\"\r\n\r\ntarget\r\n-----011000010111000001101001\r\nContent-Disposition: form-data; name=\"freq\"\r\n\r\n\r\n-----011000010111000001101001\r\nContent-Disposition: form-data; name=\"quantile_levels\"\r\n\r\n\r\n-----011000010111000001101001\r\nContent-Disposition: form-data; name=\"covariates\"\r\n\r\n\r\n-----011000010111000001101001\r\nContent-Disposition: form-data; name=\"latitude\"\r\n\r\n123\r\n-----011000010111000001101001\r\nContent-Disposition: form-data; name=\"longitude\"\r\n\r\n123\r\n-----011000010111000001101001\r\nContent-Disposition: form-data; name=\"feature_engineering\"\r\n\r\n\r\n-----011000010111000001101001\r\nContent-Disposition: form-data; name=\"external_covariates\"\r\n\r\n\r\n-----011000010111000001101001\r\nContent-Disposition: form-data; name=\"explainability\"\r\n\r\n\r\n-----011000010111000001101001\r\nContent-Disposition: form-data; name=\"reconciliation\"\r\n\r\n\r\n-----011000010111000001101001\r\nContent-Disposition: form-data; name=\"callback_url\"\r\n\r\n\r\n-----011000010111000001101001\r\nContent-Disposition: form-data; name=\"compute_backend\"\r\n\r\n\r\n-----011000010111000001101001\r\nContent-Disposition: form-data; name=\"file.0\"; filename=\"example-file\"\r\nContent-Type: application/octet-stream\r\n\r\n{\r\n \"fileName\": \"example-file\"\r\n}\r\n-----011000010111000001101001--"
response = http.request(request)
puts response.read_body{
"job_id": "<string>",
"status": "pending",
"created_at": "2023-11-07T05:31:56Z",
"completed_at": "2023-11-07T05:31:56Z",
"elapsed_seconds": 123,
"num_items": 123,
"prediction_length": 123,
"error": "<string>",
"error_code": "validation_error",
"download_url": "<string>",
"report_url": "<string>",
"external_covariate_metadata": {},
"explainability": {
"enabled": false,
"overview_markdown": "",
"selected_analyses": [
"<string>"
],
"completed_analyses": [
"<string>"
],
"skipped_analyses": {},
"warnings": [
"<string>"
],
"artifacts": [
{
"artifact_id": "<string>",
"analysis": "<string>",
"label": "<string>",
"format": "<string>",
"output_path": "<string>",
"download_url": "<string>",
"embed_url": "<string>",
"description": "",
"render_inline": false,
"preview_markdown": "",
"highlights": [
"<string>"
],
"display_order": 0,
"is_primary_visual": false,
"is_thumbnail": false
}
],
"summary_path": "<string>"
},
"explainability_url": "<string>",
"forecast_plot_url": "<string>",
"reconciliation": {},
"explanation": {
"headline": "",
"narrative": "",
"data_findings": [
"<string>"
],
"forecast_summary": [
"<string>"
],
"operational_implications": [
"<string>"
],
"caveats": [
"<string>"
],
"confidence": 0,
"generated_by": "rules"
},
"request_id": "<string>",
"config_hash": "<string>",
"dataset_hash": "<string>",
"model_version": "<string>",
"delivery_status": "<string>",
"delivery_connection_id": "<string>",
"delivery_uri": "<string>",
"delivery_error": "<string>"
}{
"detail": [
{
"loc": [
"<string>"
],
"msg": "<string>",
"type": "<string>",
"input": "<unknown>",
"ctx": {}
}
]
}API Reference
Submit Forecast
POST
/
forecast
Submit Forecast
curl --request POST \
--url https://eomer-api-cgeu.onrender.com/forecast \
--header 'Authorization: Bearer <token>' \
--header 'Content-Type: multipart/form-data' \
--form 'file=<string>' \
--form s3_uri= \
--form prediction_length=24 \
--form presets=eomer_pulse_l \
--form item_id_column=item_id \
--form timestamp_column=timestamp \
--form target_column=target \
--form freq= \
--form quantile_levels= \
--form covariates= \
--form latitude=123 \
--form longitude=123 \
--form feature_engineering= \
--form external_covariates= \
--form explainability= \
--form reconciliation= \
--form callback_url= \
--form compute_backend= \
--form file.0='@example-file'import requests
url = "https://eomer-api-cgeu.onrender.com/forecast"
files = { "file.0": ("example-file", open("example-file", "rb")) }
payload = {
"file": "<string>",
"s3_uri": "",
"prediction_length": "24",
"presets": "eomer_pulse_l",
"item_id_column": "item_id",
"timestamp_column": "timestamp",
"target_column": "target",
"freq": "",
"quantile_levels": "",
"covariates": "",
"latitude": "123",
"longitude": "123",
"feature_engineering": "",
"external_covariates": "",
"explainability": "",
"reconciliation": "",
"callback_url": "",
"compute_backend": ""
}
headers = {"Authorization": "Bearer <token>"}
response = requests.post(url, data=payload, files=files, headers=headers)
print(response.text)const form = new FormData();
form.append('file', '<string>');
form.append('s3_uri', '');
form.append('prediction_length', '24');
form.append('presets', 'eomer_pulse_l');
form.append('item_id_column', 'item_id');
form.append('timestamp_column', 'timestamp');
form.append('target_column', 'target');
form.append('freq', '');
form.append('quantile_levels', '');
form.append('covariates', '');
form.append('latitude', '123');
form.append('longitude', '123');
form.append('feature_engineering', '');
form.append('external_covariates', '');
form.append('explainability', '');
form.append('reconciliation', '');
form.append('callback_url', '');
form.append('compute_backend', '');
form.append('file.0', '{
"fileName": "example-file"
}');
const options = {method: 'POST', headers: {Authorization: 'Bearer <token>'}};
options.body = form;
fetch('https://eomer-api-cgeu.onrender.com/forecast', 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://eomer-api-cgeu.onrender.com/forecast",
CURLOPT_RETURNTRANSFER => true,
CURLOPT_ENCODING => "",
CURLOPT_MAXREDIRS => 10,
CURLOPT_TIMEOUT => 30,
CURLOPT_HTTP_VERSION => CURL_HTTP_VERSION_1_1,
CURLOPT_CUSTOMREQUEST => "POST",
CURLOPT_POSTFIELDS => "-----011000010111000001101001\r\nContent-Disposition: form-data; name=\"file\"\r\n\r\n<string>\r\n-----011000010111000001101001\r\nContent-Disposition: form-data; name=\"s3_uri\"\r\n\r\n\r\n-----011000010111000001101001\r\nContent-Disposition: form-data; name=\"prediction_length\"\r\n\r\n24\r\n-----011000010111000001101001\r\nContent-Disposition: form-data; name=\"presets\"\r\n\r\neomer_pulse_l\r\n-----011000010111000001101001\r\nContent-Disposition: form-data; name=\"item_id_column\"\r\n\r\nitem_id\r\n-----011000010111000001101001\r\nContent-Disposition: form-data; name=\"timestamp_column\"\r\n\r\ntimestamp\r\n-----011000010111000001101001\r\nContent-Disposition: form-data; name=\"target_column\"\r\n\r\ntarget\r\n-----011000010111000001101001\r\nContent-Disposition: form-data; name=\"freq\"\r\n\r\n\r\n-----011000010111000001101001\r\nContent-Disposition: form-data; name=\"quantile_levels\"\r\n\r\n\r\n-----011000010111000001101001\r\nContent-Disposition: form-data; name=\"covariates\"\r\n\r\n\r\n-----011000010111000001101001\r\nContent-Disposition: form-data; name=\"latitude\"\r\n\r\n123\r\n-----011000010111000001101001\r\nContent-Disposition: form-data; name=\"longitude\"\r\n\r\n123\r\n-----011000010111000001101001\r\nContent-Disposition: form-data; name=\"feature_engineering\"\r\n\r\n\r\n-----011000010111000001101001\r\nContent-Disposition: form-data; name=\"external_covariates\"\r\n\r\n\r\n-----011000010111000001101001\r\nContent-Disposition: form-data; name=\"explainability\"\r\n\r\n\r\n-----011000010111000001101001\r\nContent-Disposition: form-data; name=\"reconciliation\"\r\n\r\n\r\n-----011000010111000001101001\r\nContent-Disposition: form-data; name=\"callback_url\"\r\n\r\n\r\n-----011000010111000001101001\r\nContent-Disposition: form-data; name=\"compute_backend\"\r\n\r\n\r\n-----011000010111000001101001\r\nContent-Disposition: form-data; name=\"file.0\"; filename=\"example-file\"\r\nContent-Type: application/octet-stream\r\n\r\n{\r\n \"fileName\": \"example-file\"\r\n}\r\n-----011000010111000001101001--",
CURLOPT_HTTPHEADER => [
"Authorization: Bearer <token>",
"Content-Type: multipart/form-data"
],
]);
$response = curl_exec($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://eomer-api-cgeu.onrender.com/forecast"
payload := strings.NewReader("-----011000010111000001101001\r\nContent-Disposition: form-data; name=\"file\"\r\n\r\n<string>\r\n-----011000010111000001101001\r\nContent-Disposition: form-data; name=\"s3_uri\"\r\n\r\n\r\n-----011000010111000001101001\r\nContent-Disposition: form-data; name=\"prediction_length\"\r\n\r\n24\r\n-----011000010111000001101001\r\nContent-Disposition: form-data; name=\"presets\"\r\n\r\neomer_pulse_l\r\n-----011000010111000001101001\r\nContent-Disposition: form-data; name=\"item_id_column\"\r\n\r\nitem_id\r\n-----011000010111000001101001\r\nContent-Disposition: form-data; name=\"timestamp_column\"\r\n\r\ntimestamp\r\n-----011000010111000001101001\r\nContent-Disposition: form-data; name=\"target_column\"\r\n\r\ntarget\r\n-----011000010111000001101001\r\nContent-Disposition: form-data; name=\"freq\"\r\n\r\n\r\n-----011000010111000001101001\r\nContent-Disposition: form-data; name=\"quantile_levels\"\r\n\r\n\r\n-----011000010111000001101001\r\nContent-Disposition: form-data; name=\"covariates\"\r\n\r\n\r\n-----011000010111000001101001\r\nContent-Disposition: form-data; name=\"latitude\"\r\n\r\n123\r\n-----011000010111000001101001\r\nContent-Disposition: form-data; name=\"longitude\"\r\n\r\n123\r\n-----011000010111000001101001\r\nContent-Disposition: form-data; name=\"feature_engineering\"\r\n\r\n\r\n-----011000010111000001101001\r\nContent-Disposition: form-data; name=\"external_covariates\"\r\n\r\n\r\n-----011000010111000001101001\r\nContent-Disposition: form-data; name=\"explainability\"\r\n\r\n\r\n-----011000010111000001101001\r\nContent-Disposition: form-data; name=\"reconciliation\"\r\n\r\n\r\n-----011000010111000001101001\r\nContent-Disposition: form-data; name=\"callback_url\"\r\n\r\n\r\n-----011000010111000001101001\r\nContent-Disposition: form-data; name=\"compute_backend\"\r\n\r\n\r\n-----011000010111000001101001\r\nContent-Disposition: form-data; name=\"file.0\"; filename=\"example-file\"\r\nContent-Type: application/octet-stream\r\n\r\n{\r\n \"fileName\": \"example-file\"\r\n}\r\n-----011000010111000001101001--")
req, _ := http.NewRequest("POST", url, payload)
req.Header.Add("Authorization", "Bearer <token>")
res, _ := http.DefaultClient.Do(req)
defer res.Body.Close()
body, _ := io.ReadAll(res.Body)
fmt.Println(string(body))
}HttpResponse<String> response = Unirest.post("https://eomer-api-cgeu.onrender.com/forecast")
.header("Authorization", "Bearer <token>")
.body("-----011000010111000001101001\r\nContent-Disposition: form-data; name=\"file\"\r\n\r\n<string>\r\n-----011000010111000001101001\r\nContent-Disposition: form-data; name=\"s3_uri\"\r\n\r\n\r\n-----011000010111000001101001\r\nContent-Disposition: form-data; name=\"prediction_length\"\r\n\r\n24\r\n-----011000010111000001101001\r\nContent-Disposition: form-data; name=\"presets\"\r\n\r\neomer_pulse_l\r\n-----011000010111000001101001\r\nContent-Disposition: form-data; name=\"item_id_column\"\r\n\r\nitem_id\r\n-----011000010111000001101001\r\nContent-Disposition: form-data; name=\"timestamp_column\"\r\n\r\ntimestamp\r\n-----011000010111000001101001\r\nContent-Disposition: form-data; name=\"target_column\"\r\n\r\ntarget\r\n-----011000010111000001101001\r\nContent-Disposition: form-data; name=\"freq\"\r\n\r\n\r\n-----011000010111000001101001\r\nContent-Disposition: form-data; name=\"quantile_levels\"\r\n\r\n\r\n-----011000010111000001101001\r\nContent-Disposition: form-data; name=\"covariates\"\r\n\r\n\r\n-----011000010111000001101001\r\nContent-Disposition: form-data; name=\"latitude\"\r\n\r\n123\r\n-----011000010111000001101001\r\nContent-Disposition: form-data; name=\"longitude\"\r\n\r\n123\r\n-----011000010111000001101001\r\nContent-Disposition: form-data; name=\"feature_engineering\"\r\n\r\n\r\n-----011000010111000001101001\r\nContent-Disposition: form-data; name=\"external_covariates\"\r\n\r\n\r\n-----011000010111000001101001\r\nContent-Disposition: form-data; name=\"explainability\"\r\n\r\n\r\n-----011000010111000001101001\r\nContent-Disposition: form-data; name=\"reconciliation\"\r\n\r\n\r\n-----011000010111000001101001\r\nContent-Disposition: form-data; name=\"callback_url\"\r\n\r\n\r\n-----011000010111000001101001\r\nContent-Disposition: form-data; name=\"compute_backend\"\r\n\r\n\r\n-----011000010111000001101001\r\nContent-Disposition: form-data; name=\"file.0\"; filename=\"example-file\"\r\nContent-Type: application/octet-stream\r\n\r\n{\r\n \"fileName\": \"example-file\"\r\n}\r\n-----011000010111000001101001--")
.asString();require 'uri'
require 'net/http'
url = URI("https://eomer-api-cgeu.onrender.com/forecast")
http = Net::HTTP.new(url.host, url.port)
http.use_ssl = true
request = Net::HTTP::Post.new(url)
request["Authorization"] = 'Bearer <token>'
request.body = "-----011000010111000001101001\r\nContent-Disposition: form-data; name=\"file\"\r\n\r\n<string>\r\n-----011000010111000001101001\r\nContent-Disposition: form-data; name=\"s3_uri\"\r\n\r\n\r\n-----011000010111000001101001\r\nContent-Disposition: form-data; name=\"prediction_length\"\r\n\r\n24\r\n-----011000010111000001101001\r\nContent-Disposition: form-data; name=\"presets\"\r\n\r\neomer_pulse_l\r\n-----011000010111000001101001\r\nContent-Disposition: form-data; name=\"item_id_column\"\r\n\r\nitem_id\r\n-----011000010111000001101001\r\nContent-Disposition: form-data; name=\"timestamp_column\"\r\n\r\ntimestamp\r\n-----011000010111000001101001\r\nContent-Disposition: form-data; name=\"target_column\"\r\n\r\ntarget\r\n-----011000010111000001101001\r\nContent-Disposition: form-data; name=\"freq\"\r\n\r\n\r\n-----011000010111000001101001\r\nContent-Disposition: form-data; name=\"quantile_levels\"\r\n\r\n\r\n-----011000010111000001101001\r\nContent-Disposition: form-data; name=\"covariates\"\r\n\r\n\r\n-----011000010111000001101001\r\nContent-Disposition: form-data; name=\"latitude\"\r\n\r\n123\r\n-----011000010111000001101001\r\nContent-Disposition: form-data; name=\"longitude\"\r\n\r\n123\r\n-----011000010111000001101001\r\nContent-Disposition: form-data; name=\"feature_engineering\"\r\n\r\n\r\n-----011000010111000001101001\r\nContent-Disposition: form-data; name=\"external_covariates\"\r\n\r\n\r\n-----011000010111000001101001\r\nContent-Disposition: form-data; name=\"explainability\"\r\n\r\n\r\n-----011000010111000001101001\r\nContent-Disposition: form-data; name=\"reconciliation\"\r\n\r\n\r\n-----011000010111000001101001\r\nContent-Disposition: form-data; name=\"callback_url\"\r\n\r\n\r\n-----011000010111000001101001\r\nContent-Disposition: form-data; name=\"compute_backend\"\r\n\r\n\r\n-----011000010111000001101001\r\nContent-Disposition: form-data; name=\"file.0\"; filename=\"example-file\"\r\nContent-Type: application/octet-stream\r\n\r\n{\r\n \"fileName\": \"example-file\"\r\n}\r\n-----011000010111000001101001--"
response = http.request(request)
puts response.read_body{
"job_id": "<string>",
"status": "pending",
"created_at": "2023-11-07T05:31:56Z",
"completed_at": "2023-11-07T05:31:56Z",
"elapsed_seconds": 123,
"num_items": 123,
"prediction_length": 123,
"error": "<string>",
"error_code": "validation_error",
"download_url": "<string>",
"report_url": "<string>",
"external_covariate_metadata": {},
"explainability": {
"enabled": false,
"overview_markdown": "",
"selected_analyses": [
"<string>"
],
"completed_analyses": [
"<string>"
],
"skipped_analyses": {},
"warnings": [
"<string>"
],
"artifacts": [
{
"artifact_id": "<string>",
"analysis": "<string>",
"label": "<string>",
"format": "<string>",
"output_path": "<string>",
"download_url": "<string>",
"embed_url": "<string>",
"description": "",
"render_inline": false,
"preview_markdown": "",
"highlights": [
"<string>"
],
"display_order": 0,
"is_primary_visual": false,
"is_thumbnail": false
}
],
"summary_path": "<string>"
},
"explainability_url": "<string>",
"forecast_plot_url": "<string>",
"reconciliation": {},
"explanation": {
"headline": "",
"narrative": "",
"data_findings": [
"<string>"
],
"forecast_summary": [
"<string>"
],
"operational_implications": [
"<string>"
],
"caveats": [
"<string>"
],
"confidence": 0,
"generated_by": "rules"
},
"request_id": "<string>",
"config_hash": "<string>",
"dataset_hash": "<string>",
"model_version": "<string>",
"delivery_status": "<string>",
"delivery_connection_id": "<string>",
"delivery_uri": "<string>",
"delivery_error": "<string>"
}{
"detail": [
{
"loc": [
"<string>"
],
"msg": "<string>",
"type": "<string>",
"input": "<unknown>",
"ctx": {}
}
]
}Authorizations
Bearer authentication header of the form Bearer <token>, where <token> is your auth token.
Body
multipart/form-data
Required range:
x >= 1Response
Successful Response
Response model for job status queries.
Status values for async forecast jobs.
Available options:
pending, running, completed, failed Machine-readable error codes for agent-friendly error handling.
Available options:
validation_error, invalid_preset, file_too_large, rate_limited, server_overloaded, job_not_found, job_not_completed, auth_failed, internal_error, timeout, pipeline_failed, storage_error, gpu_offload_unavailable, connection_not_found, connector_error, sandbox_domain_used, sandbox_captcha_failed, sandbox_dataset_too_large, sandbox_corporate_email_required Explainability execution status for a forecast job.
Show child attributes
Show child attributes
Post-forecast business explanation surfaced on a completed job. Written by the explanation agent (the second LLM in the agentic "sandwich"). Always vendor-neutral — the backend sanitizes every field before persisting, so no underlying model/vendor name appears here.
Show child attributes
Show child attributes
⌘I