Quantum Randomized Benchmarking Fit

{
  "data": {
    "chargedAmount": "100014",
    "inputHash": "sha256:ae3ba52b04d3e91ab56ce365315a512b4ed9d5c6bcb54add810d689de…",
    "limitations": [
      "Public or synthetic inputs only. Caller labels are declarations,…"
    ],
    "productId": "quantum-randomized-benchmarking-fit",
    "result": {
      "findings": {
        "decayPerClifford": 0.9,
        "errorPerClifford": 0.05,
        "method": "fixed-offset log-linear unweighted RB; offset assumed, not fitte…",
        "physicalDecay": true,
        "residuals": [
          -2.22044604925e-16
        ],
        "transformedFit": {
          "degreesOfFreedom": 2,
          "intercept": -0.69314718056,
          "rSquared": 1,
          "residualStandardError": 3.51083346858e-16,
          "residuals": [
            -2.22044604925e-16
          ],
          "slope": -0.105360515658,
          "slopeStandardError": 1.57009245868e-16
        }
      },
      "limitations": [
        "Public or synthetic research inputs only; no patient, personal g…"
      ],
      "methodVersion": "maha-science50/1.0.0",
      "numericPrecision": "IEEE754-double; finite outputs rounded to 12 significant digits"
    },
    "resultHash": "sha256:213584fc0916c72676b33cfcd968a9381331cd6fe694de2da483cd84a…",
    "sourceContractAmount": "41001",
    "version": "maha-legacy-adapter/1"
  },
  "proof": {
    "settlement_id": "0x00000000000000000000000000000000000000000000000000000000000000…"
  },
  "success": true
}

# bash or zsh: see the payment challenge. Nothing is charged.
curl -sS -g -i -X POST 'https://www.mahastrategies.com/api/v1/compute/quantum/randomized-benchmarking-fit' \
  -H 'content-type: application/json' \
  --data-raw '{"dataClass":"synthetic","dimension":2,"lengths":[1,2,3,4],"offset":0.5,"survival":[0.95,0.905,0.8645,0.82805]}'

# 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://www.mahastrategies.com/api/v1/compute/quantum/randomized-benchmarking-fit' \
  -H 'content-type: application/json' \
  --data-raw '{"dataClass":"synthetic","dimension":2,"lengths":[1,2,3,4],"offset":0.5,"survival":[0.95,0.905,0.8645,0.82805]}' \
  | 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 $0.100014 per call.
const client = new x402Client().setSpendControls({ maxAmountPerPayment: "$0.100014" });
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 $0.100014 per payment. GET https://toolvet.app/api/v1/check?url=https%3A%2F%2Fwww.mahastrategies.com%2Fapi%2Fv1%2Fcompute%2Fquantum%2Frandomized-benchmarking-fit&method=POST
const res = await pay("https://www.mahastrategies.com/api/v1/compute/quantum/randomized-benchmarking-fit", {
  method: "POST",
  headers: { "content-type": "application/json" },
  body: JSON.stringify({
    "dataClass": "synthetic",
    "dimension": 2,
    "lengths": [
      1,
      2,
      3,
      4
    ],
    "offset": 0.5,
    "survival": [
      0.95,
      0.905,
      0.8645,
      0.82805
    ]
  }),
});
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 $0.100014 per call.
client = x402ClientSync().set_spend_controls({"max_amount_per_payment": "$0.100014"})
register_exact_evm_client(client, EthAccountSigner(Account.from_key(os.environ["EVM_PRIVATE_KEY"])))

with x402_requests(client) as session:
    res = session.post(
        "https://www.mahastrategies.com/api/v1/compute/quantum/randomized-benchmarking-fit",
        json={
            "dataClass": "synthetic",
            "dimension": 2,
            "lengths": [
                1,
                2,
                3,
                4,
            ],
            "offset": 0.5,
            "survival": [
                0.95,
                0.905,
                0.8645,
                0.82805,
            ],
        },
    )
    print(res.status_code, res.text)