curl --request POST \
  --url https://api.example.com/api/predict/m-optimus \
  --header 'Content-Type: application/json' \
  --data '
{
  "height": 123,
  "image_data": "<string>",
  "patch_idx": 123,
  "slide_name": "<string>",
  "width": 123,
  "x": 123,
  "y": 123,
  "bulk_rna": [
    123
  ],
  "resolution": 123,
  "tissue_ratio": 123
}
'

import requests

url = "https://api.example.com/api/predict/m-optimus"

payload = {
    "height": 123,
    "image_data": "<string>",
    "patch_idx": 123,
    "slide_name": "<string>",
    "width": 123,
    "x": 123,
    "y": 123,
    "bulk_rna": [123],
    "resolution": 123,
    "tissue_ratio": 123
}
headers = {"Content-Type": "application/json"}

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

print(response.text)

const options = {
  method: 'POST',
  headers: {'Content-Type': 'application/json'},
  body: JSON.stringify({
    height: 123,
    image_data: '<string>',
    patch_idx: 123,
    slide_name: '<string>',
    width: 123,
    x: 123,
    y: 123,
    bulk_rna: [123],
    resolution: 123,
    tissue_ratio: 123
  })
};

fetch('https://api.example.com/api/predict/m-optimus', 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.example.com/api/predict/m-optimus",
  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([
    'height' => 123,
    'image_data' => '<string>',
    'patch_idx' => 123,
    'slide_name' => '<string>',
    'width' => 123,
    'x' => 123,
    'y' => 123,
    'bulk_rna' => [
        123
    ],
    'resolution' => 123,
    'tissue_ratio' => 123
  ]),
  CURLOPT_HTTPHEADER => [
    "Content-Type: application/json"
  ],
]);

$response = curl_exec($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://api.example.com/api/predict/m-optimus"

	payload := strings.NewReader("{\n  \"height\": 123,\n  \"image_data\": \"<string>\",\n  \"patch_idx\": 123,\n  \"slide_name\": \"<string>\",\n  \"width\": 123,\n  \"x\": 123,\n  \"y\": 123,\n  \"bulk_rna\": [\n    123\n  ],\n  \"resolution\": 123,\n  \"tissue_ratio\": 123\n}")

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

	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://api.example.com/api/predict/m-optimus")
  .header("Content-Type", "application/json")
  .body("{\n  \"height\": 123,\n  \"image_data\": \"<string>\",\n  \"patch_idx\": 123,\n  \"slide_name\": \"<string>\",\n  \"width\": 123,\n  \"x\": 123,\n  \"y\": 123,\n  \"bulk_rna\": [\n    123\n  ],\n  \"resolution\": 123,\n  \"tissue_ratio\": 123\n}")
  .asString();

require 'uri'
require 'net/http'

url = URI("https://api.example.com/api/predict/m-optimus")

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

request = Net::HTTP::Post.new(url)
request["Content-Type"] = 'application/json'
request.body = "{\n  \"height\": 123,\n  \"image_data\": \"<string>\",\n  \"patch_idx\": 123,\n  \"slide_name\": \"<string>\",\n  \"width\": 123,\n  \"x\": 123,\n  \"y\": 123,\n  \"bulk_rna\": [\n    123\n  ],\n  \"resolution\": 123,\n  \"tissue_ratio\": 123\n}"

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

{
  "height": 123,
  "output": [
    123
  ],
  "patch_idx": 123,
  "slide_name": "<string>",
  "width": 123,
  "x": 123,
  "y": 123,
  "embedding": [
    123
  ],
  "resolution": 123,
  "tissue_ratio": 123
}

{
  "detail": [
    {
      "loc": [
        "<string>"
      ],
      "msg": "<string>",
      "type": "<string>",
      "ctx": {},
      "input": "<unknown>"
    }
  ]
}