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Bonsai relay interacts with Solidity contract to produce a differentially-private machine learning prediction.

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CAPY2vML - Predictions-as-a-service Deployment Guide

Note: This software is not production ready. Do not use in production.

Welcome to the Bonsai Deployment guide!

Deploy on a local network

You can deploy and run an end-to-end test or demo as follows:

  1. Start a local testnet with anvil by running:

    anvil

    Once anvil is started, keep it running in the terminal, and switch to a new terminal.

  2. Deploy an IBonsaiRelay contract by running:

    RISC0_DEV_MODE=true forge script script/Deploy.s.sol --rpc-url http://localhost:8545 --broadcast
  3. Check the logs for the address of the deployed BonsaiTestRelay contract and your application contract. Save them to a couple of environment variables to reference later.

    export BONSAI_RELAY_ADDRESS="#copy relay address from the deploy logs#"
    export APP_ADDRESS="#copy app address from the deploy logs#"
  4. Start the Bonsai Ethereum Relay by running:

    RISC0_DEV_MODE=true cargo run --bin bonsai-ethereum-relay-cli -- run --relay-address "$BONSAI_RELAY_ADDRESS"

    The relay will keep monitoring the chain for callback requests, generated when your contract calls bonsaiRelay.requestCallback(...), and relay their result back to your contract after computing them. Keep the relay running and switch to a new terminal.

    Setting RISC0_DEV_MODE=true deploys the BonsaiTestRelay, for use in local development and testing, instead of the fully verifying BonsaiRelay contract. See the section below on using the fully-verifying relay for more information on this setting and testnet deployment.

Interact with your deployment:

You now have a locally running testnet and relay deployment that you can interact with using cast, a wallet, or any application you write.

  1. Request a prediction of health insurance cost based on the age of 31:

    cast send --private-key 0x59c6995e998f97a5a0044966f0945389dc9e86dae88c7a8412f4603b6b78690d --gas-limit 100000 "$APP_ADDRESS" 'calculatePredict(uint256)' 31 --value 0.01ether 

This prediction costs 0.01 eth, so this fee is paid to the data owner in exchange for the analysis.

  1. Check the relayed result:

    cast call "$APP_ADDRESS" 'predict(uint256)' 31

Prediction accuracy over various dataset sizes:

dp_training

Deploy a new version of your application:

When you want to deploy a new version of the application contract, run the following command with the relay contract address noted earlier. Set DEPLOY_UPLOAD_IMAGES=true if you modified your guest and need to upload a new version to Bonsai.

RISC0_DEV_MODE=true DEPLOY_RELAY_ADDRESS="$APP_ADDRESS" DEPLOY_UPLOAD_IMAGES=true forge script script/Deploy.s.sol --rpc-url http://localhost:8545 --broadcast

This will deploy only your application address and upload any updated images. The existing relay contract and, by setting DEPLOY_RELAY_ADDRESS, the running relay will continue to be used.

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  • Rust 50.8%
  • Solidity 48.0%
  • Dockerfile 1.2%