Confidence Calib

# bash or zsh: see the payment challenge. Nothing is charged.
curl -sS -g -i -X POST 'https://aialign.halowerk.com/v1/confidence-calib' \
  -H 'content-type: application/json' \
  --data-raw '{"bin_count":5,"predictions":[{"confidence":0.9,"correct":true,"prediction_id":"p1"},{"confidence":0.8,"correct":false,"prediction_id":"p2"},{"confidence":0.55,"correct":true,"prediction_id":"p3"},{"confidence":0.2,"correct":false,"prediction_id":"p4"}]}'

# x402 v2 sends the challenge base64-encoded in the PAYMENT-REQUIRED header (v1 sends it in the body).
# To read the header:
curl -sS -g -o /dev/null -D - -X POST 'https://aialign.halowerk.com/v1/confidence-calib' \
  -H 'content-type: application/json' \
  --data-raw '{"bin_count":5,"predictions":[{"confidence":0.9,"correct":true,"prediction_id":"p1"},{"confidence":0.8,"correct":false,"prediction_id":"p2"},{"confidence":0.55,"correct":true,"prediction_id":"p3"},{"confidence":0.2,"correct":false,"prediction_id":"p4"}]}' \
  | grep -i '^payment-required:' | cut -d' ' -f2 | tr -d '\r' | base64 --decode

// npm i @x402/fetch @x402/evm viem
import { wrapFetchWithPayment, x402Client } from "@x402/fetch";
import { registerExactEvmScheme } from "@x402/evm/exact/client";
import { privateKeyToAccount } from "viem/accounts";

// Pays at most $0.003 per call.
const client = new x402Client().setSpendControls({ maxAmountPerPayment: "$0.003" });
registerExactEvmScheme(client, { signer: privateKeyToAccount(process.env.EVM_PRIVATE_KEY) });
const pay = wrapFetchWithPayment(fetch, client);

// Not sure it's safe to pay? ToolVet checks it first for $0.005. Pay for that from a separate
// client: this one is capped at $0.003 per payment. GET https://toolvet.app/api/v1/check?url=https%3A%2F%2Faialign.halowerk.com%2Fv1%2Fconfidence-calib&method=POST
const res = await pay("https://aialign.halowerk.com/v1/confidence-calib", {
  method: "POST",
  headers: { "content-type": "application/json" },
  body: JSON.stringify({
    "bin_count": 5,
    "predictions": [
      {
        "confidence": 0.9,
        "correct": true,
        "prediction_id": "p1"
      },
      {
        "confidence": 0.8,
        "correct": false,
        "prediction_id": "p2"
      },
      {
        "confidence": 0.55,
        "correct": true,
        "prediction_id": "p3"
      },
      {
        "confidence": 0.2,
        "correct": false,
        "prediction_id": "p4"
      }
    ]
  }),
});
console.log(res.status, await res.text());

# pip install "x402[requests,evm]"
import os
from eth_account import Account
from x402 import x402ClientSync
from x402.http.clients import x402_requests
from x402.mechanisms.evm import EthAccountSigner
from x402.mechanisms.evm.exact.register import register_exact_evm_client

# Pays at most $0.003 per call.
client = x402ClientSync().set_spend_controls({"max_amount_per_payment": "$0.003"})
register_exact_evm_client(client, EthAccountSigner(Account.from_key(os.environ["EVM_PRIVATE_KEY"])))

with x402_requests(client) as session:
    res = session.post(
        "https://aialign.halowerk.com/v1/confidence-calib",
        json={
            "bin_count": 5,
            "predictions": [
                {
                    "confidence": 0.9,
                    "correct": True,
                    "prediction_id": "p1",
                },
                {
                    "confidence": 0.8,
                    "correct": False,
                    "prediction_id": "p2",
                },
                {
                    "confidence": 0.55,
                    "correct": True,
                    "prediction_id": "p3",
                },
                {
                    "confidence": 0.2,
                    "correct": False,
                    "prediction_id": "p4",
                },
            ],
        },
    )
    print(res.status_code, res.text)