Micro Intention Threshold Sweep

{
  "amountBaseUnits": "73000",
  "boundaries": [
    "Public or synthetic inputs only. Caller labels are declarations,…"
  ],
  "inputDigest": "sha256:e04f0dc4f00e1d4d16470dda77ec5395a570347dae74c287e8d31c888…",
  "offerId": "intention-threshold-sweep",
  "receiptDigest": "sha256:46eb8346f25396e0d4274837ca4ab31753bb11373e118babad3a1bc9f…",
  "result": {
    "dataClass": "synthetic",
    "heldOutVerified": false,
    "liveControl": false,
    "semantics": "contiguous-half-open-trials; zero-order-hold; continuous-state; …",
    "thresholdSelected": false,
    "thresholds": [
      {
        "intentionTrials": 1,
        "latencyByIntentionMs": [
          0
        ],
        "meanLatencyMs": "0",
        "missedIntentionTrials": 0,
        "restActiveMs": 50,
        "restFalseEvents": 1,
        "threshold": "0.5"
      }
    ]
  },
  "version": "maha-microproducts/0.1"
}

# bash or zsh: see the payment challenge. Nothing is charged.
curl -sS -g -i -X POST 'https://www.mahastrategies.com/api/v1/micro/intention-threshold-sweep' \
  -H 'content-type: application/json' \
  --data-raw '{"dataClass":"synthetic","evaluationSplit":"declared-held-out-offline","scoreUnits":"unit-interval","thresholds":["0.5","0.9"],"trials":[{"endMs":100,"label":"rest","points":[{"score":"0.1","timeMs":0},{"score":"0.8","timeMs":50}],"startMs":0},{"endMs":200,"label":"intention","points":[{"score":"0.8","timeMs":100},{"score":"0.2","timeMs":150}],"startMs":100}]}'

# 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/micro/intention-threshold-sweep' \
  -H 'content-type: application/json' \
  --data-raw '{"dataClass":"synthetic","evaluationSplit":"declared-held-out-offline","scoreUnits":"unit-interval","thresholds":["0.5","0.9"],"trials":[{"endMs":100,"label":"rest","points":[{"score":"0.1","timeMs":0},{"score":"0.8","timeMs":50}],"startMs":0},{"endMs":200,"label":"intention","points":[{"score":"0.8","timeMs":100},{"score":"0.2","timeMs":150}],"startMs":100}]}' \
  | 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 $0.073 per call.
const client = new x402Client().setSpendControls({ maxAmountPerPayment: "$0.073" });
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 $0.073 per payment. GET https://toolvet.app/api/v1/check?url=https%3A%2F%2Fwww.mahastrategies.com%2Fapi%2Fv1%2Fmicro%2Fintention-threshold-sweep&method=POST
const res = await pay("https://www.mahastrategies.com/api/v1/micro/intention-threshold-sweep", {
  method: "POST",
  headers: { "content-type": "application/json" },
  body: JSON.stringify({
    "dataClass": "synthetic",
    "evaluationSplit": "declared-held-out-offline",
    "scoreUnits": "unit-interval",
    "thresholds": [
      "0.5",
      "0.9"
    ],
    "trials": [
      {
        "endMs": 100,
        "label": "rest",
        "points": [
          {
            "score": "0.1",
            "timeMs": 0
          },
          {
            "score": "0.8",
            "timeMs": 50
          }
        ],
        "startMs": 0
      },
      {
        "endMs": 200,
        "label": "intention",
        "points": [
          {
            "score": "0.8",
            "timeMs": 100
          },
          {
            "score": "0.2",
            "timeMs": 150
          }
        ],
        "startMs": 100
      }
    ]
  }),
});
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 $0.073 per call.
client = x402ClientSync().set_spend_controls({"max_amount_per_payment": "$0.073"})
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/micro/intention-threshold-sweep",
        json={
            "dataClass": "synthetic",
            "evaluationSplit": "declared-held-out-offline",
            "scoreUnits": "unit-interval",
            "thresholds": [
                "0.5",
                "0.9",
            ],
            "trials": [
                {
                    "endMs": 100,
                    "label": "rest",
                    "points": [
                        {
                            "score": "0.1",
                            "timeMs": 0,
                        },
                        {
                            "score": "0.8",
                            "timeMs": 50,
                        },
                    ],
                    "startMs": 0,
                },
                {
                    "endMs": 200,
                    "label": "intention",
                    "points": [
                        {
                            "score": "0.8",
                            "timeMs": 100,
                        },
                        {
                            "score": "0.2",
                            "timeMs": 150,
                        },
                    ],
                    "startMs": 100,
                },
            ],
        },
    )
    print(res.status_code, res.text)