diff --git a/ape-config.yaml b/ape-config.yaml index 16934c7..b79b772 100644 --- a/ape-config.yaml +++ b/ape-config.yaml @@ -4,3 +4,7 @@ deployments: sepolia: - contract_type: MNISTNFT address: 0x9C5d3b892b88C66783e41e6B8b73fA744efeb5d6 + +test: + mnemonic: test test test test test test test test test test junk junk + number_of_accounts: 5 \ No newline at end of file diff --git a/examples/on-chain_mnist/abi/MNISTNFT_abi.json b/examples/on-chain_mnist/abi/MNISTNFT_abi.json deleted file mode 100644 index 35cf8a7..0000000 --- a/examples/on-chain_mnist/abi/MNISTNFT_abi.json +++ /dev/null @@ -1,492 +0,0 @@ -[ - { - "inputs": [], - "stateMutability": "nonpayable", - "type": "constructor" - }, - { - "inputs": [ - { - "internalType": "address", - "name": "sender", - "type": "address" - }, - { - "internalType": "uint256", - "name": "tokenId", - "type": "uint256" - }, - { - "internalType": "address", - "name": "owner", - "type": "address" - } - ], - "name": "ERC721IncorrectOwner", - "type": "error" - }, - { - "inputs": [ - { - "internalType": "address", - "name": "operator", - "type": "address" - }, - { - "internalType": "uint256", - "name": "tokenId", - "type": "uint256" - } - ], - "name": "ERC721InsufficientApproval", - "type": "error" - }, - { - "inputs": [ - { - "internalType": "address", - "name": "approver", - "type": "address" - } - ], - "name": "ERC721InvalidApprover", - "type": "error" - }, - { - "inputs": [ - { - "internalType": "address", - "name": "operator", - "type": "address" - } - ], - "name": "ERC721InvalidOperator", - "type": "error" - }, - { - "inputs": [ - { - "internalType": "address", - "name": "owner", - "type": "address" - } - ], - "name": "ERC721InvalidOwner", - "type": "error" - }, - { - "inputs": [ - { - "internalType": "address", - "name": "receiver", - "type": "address" - } - ], - "name": "ERC721InvalidReceiver", - "type": "error" - }, - { - "inputs": [ - { - "internalType": "address", - "name": "sender", - "type": "address" - } - ], - "name": "ERC721InvalidSender", - "type": "error" - }, - { - "inputs": [ - { - "internalType": "uint256", - "name": "tokenId", - "type": "uint256" - } - ], - "name": "ERC721NonexistentToken", - "type": "error" - }, - { - "anonymous": false, - "inputs": [ - { - "indexed": true, - "internalType": "address", - "name": "owner", - "type": "address" - }, - { - "indexed": true, - "internalType": "address", - "name": "approved", - "type": "address" - }, - { - "indexed": true, - "internalType": "uint256", - "name": "tokenId", - "type": "uint256" - } - ], - "name": "Approval", - "type": "event" - }, - { - "anonymous": false, - "inputs": [ - { - "indexed": true, - "internalType": "address", - "name": "owner", - "type": "address" - }, - { - "indexed": true, - "internalType": "address", - "name": "operator", - "type": "address" - }, - { - "indexed": false, - "internalType": "bool", - "name": "approved", - "type": "bool" - } - ], - "name": "ApprovalForAll", - "type": "event" - }, - { - "anonymous": false, - "inputs": [ - { - "indexed": true, - "internalType": "address", - "name": "from", - "type": "address" - }, - { - "indexed": true, - "internalType": "address", - "name": "to", - "type": "address" - }, - { - "indexed": true, - "internalType": "uint256", - "name": "tokenId", - "type": "uint256" - } - ], - "name": "Transfer", - "type": "event" - }, - { - "inputs": [ - { - "internalType": "address", - "name": "to", - "type": "address" - }, - { - "internalType": "uint256", - "name": "tokenId", - "type": "uint256" - } - ], - "name": "approve", - "outputs": [], - "stateMutability": "nonpayable", - "type": "function" - }, - { - "inputs": [ - { - "internalType": "address", - "name": "owner", - "type": "address" - } - ], - "name": "balanceOf", - "outputs": [ - { - "internalType": "uint256", - "name": "", - "type": "uint256" - } - ], - "stateMutability": "view", - "type": "function" - }, - { - "inputs": [ - { - "internalType": "uint256", - "name": "tokenId", - "type": "uint256" - } - ], - "name": "getApproved", - "outputs": [ - { - "internalType": "address", - "name": "", - "type": "address" - } - ], - "stateMutability": "view", - "type": "function" - }, - { - "inputs": [ - { - "internalType": "address", - "name": "owner", - "type": "address" - }, - { - "internalType": "address", - "name": "operator", - "type": "address" - } - ], - "name": "isApprovedForAll", - "outputs": [ - { - "internalType": "bool", - "name": "", - "type": "bool" - } - ], - "stateMutability": "view", - "type": "function" - }, - { - "inputs": [ - { - "internalType": "uint256", - "name": "tokenId", - "type": "uint256" - } - ], - "name": "mint", - "outputs": [], - "stateMutability": "payable", - "type": "function" - }, - { - "inputs": [], - "name": "mintPrice", - "outputs": [ - { - "internalType": "uint256", - "name": "", - "type": "uint256" - } - ], - "stateMutability": "view", - "type": "function" - }, - { - "inputs": [], - "name": "name", - "outputs": [ - { - "internalType": "string", - "name": "", - "type": "string" - } - ], - "stateMutability": "view", - "type": "function" - }, - { - "inputs": [ - { - "internalType": "uint256", - "name": "tokenId", - "type": "uint256" - } - ], - "name": "ownerOf", - "outputs": [ - { - "internalType": "address", - "name": "", - "type": "address" - } - ], - "stateMutability": "view", - "type": "function" - }, - { - "inputs": [ - { - "internalType": "address", - "name": "from", - "type": "address" - }, - { - "internalType": "address", - "name": "to", - "type": "address" - }, - { - "internalType": "uint256", - "name": "tokenId", - "type": "uint256" - } - ], - "name": "safeTransferFrom", - "outputs": [], - "stateMutability": "nonpayable", - "type": "function" - }, - { - "inputs": [ - { - "internalType": "address", - "name": "from", - "type": "address" - }, - { - "internalType": "address", - "name": "to", - "type": "address" - }, - { - "internalType": "uint256", - "name": "tokenId", - "type": "uint256" - }, - { - "internalType": "bytes", - "name": "data", - "type": "bytes" - } - ], - "name": "safeTransferFrom", - "outputs": [], - "stateMutability": "nonpayable", - "type": "function" - }, - { - "inputs": [ - { - "internalType": "address", - "name": "operator", - "type": "address" - }, - { - "internalType": "bool", - "name": "approved", - "type": "bool" - } - ], - "name": "setApprovalForAll", - "outputs": [], - "stateMutability": "nonpayable", - "type": "function" - }, - { - "inputs": [ - { - "internalType": "bytes4", - "name": "interfaceId", - "type": "bytes4" - } - ], - "name": "supportsInterface", - "outputs": [ - { - "internalType": "bool", - "name": "", - "type": "bool" - } - ], - "stateMutability": "view", - "type": "function" - }, - { - "inputs": [], - "name": "symbol", - "outputs": [ - { - "internalType": "string", - "name": "", - "type": "string" - } - ], - "stateMutability": "view", - "type": "function" - }, - { - "inputs": [ - { - "internalType": "uint256", - "name": "", - "type": "uint256" - } - ], - "name": "tokenExists", - "outputs": [ - { - "internalType": "bool", - "name": "", - "type": "bool" - } - ], - "stateMutability": "view", - "type": "function" - }, - { - "inputs": [ - { - "internalType": "uint256", - "name": "tokenId", - "type": "uint256" - } - ], - "name": "tokenURI", - "outputs": [ - { - "internalType": "string", - "name": "", - "type": "string" - } - ], - "stateMutability": "view", - "type": "function" - }, - { - "inputs": [ - { - "internalType": "address", - "name": "from", - "type": "address" - }, - { - "internalType": "address", - "name": "to", - "type": "address" - }, - { - "internalType": "uint256", - "name": "tokenId", - "type": "uint256" - } - ], - "name": "transferFrom", - "outputs": [], - "stateMutability": "nonpayable", - "type": "function" - }, - { - "inputs": [], - "name": "withdraw", - "outputs": [], - "stateMutability": "nonpayable", - "type": "function" - } -] \ No newline at end of file diff --git a/examples/on-chain_mnist/action_agent.py b/examples/on-chain_mnist/action_agent.py index d3c643a..63471d7 100644 --- a/examples/on-chain_mnist/action_agent.py +++ b/examples/on-chain_mnist/action_agent.py @@ -1,25 +1,20 @@ -from ape_accounts import import_account_from_mnemonic +from eth_account import Account +from ape import accounts +from eth_typing import Address import requests import os import numpy as np from PIL import Image from giza_actions.action import Action, action from giza_actions.agent import GizaAgent -from giza_actions.model import GizaModel from giza_actions.task import task -from eip712.messages import EIP712Message, EIP712Type from dotenv import load_dotenv - load_dotenv() -class ProofType(EIP712Type): - proof_id: "string" # type: ignore - proof: "string" # type: ignore - address: "address" # type: ignore - -class ProofMessage(EIP712Message): - proof: ProofType +def import_account(mnemonic): + account = Account.from_mnemonic(mnemonic) + return account # Download model @task @@ -56,52 +51,6 @@ def get_image(path): img = np.array(img) return img -# Structure proof -@task -async def structure_proof(agent: GizaAgent, account): - raw_proof = await agent._get_model_data() - proof_id = agent.model.id - address = account.address - - proof = ProofType(proof_id=proof_id, proof=raw_proof, address=address) - - proofMessage = ProofMessage(proof=proof) - return proofMessage - -@task -def sign_proof(proofMessage: ProofMessage, account): - return account.sign_message(proofMessage) - -# Transmit -@task -async def verify_and_transmit(agent: GizaAgent): - # Define account details, these are stored in process.env - alias = os.getenv("ACCOUNT_ALIAS") - passphrase = os.getenv("PASSPHRASE") - mnemonic = os.getenv("MNEMONIC") - print(alias) - print(passphrase) - print(mnemonic) - contract_address = os.getenv("CONTRACT_ADDRESS") - contract_abi_path = "abi/MNISTNFT_abi.json" - - # Get account - account = import_account_from_mnemonic(alias, passphrase, mnemonic) - # Structure and sign the poof - proofMessage = await structure_proof(agent, account) - signed_proof = sign_proof(proofMessage, account) - - # Generate calldata - # Observe how we use the output of the agent's inference as the function parameter - calldata = agent.generate_calldata(contract_abi_path, "mint", [agent.inference]) - - proof = proofMessage.proof - - # Transmit transaction - receipt = agent.transmit(account, contract_address, contract_abi_path, agent.model, proof, signed_proof, calldata) - - return receipt - # Create Action @action(log_prints=True) async def transmission(): @@ -112,16 +61,38 @@ async def transmission(): img = process_image(img) id = 420 version = 1 - # Make sure the model is deployed - model = GizaModel(id=id, version=version) - agent = GizaAgent(model, id, version) + account = accounts.test_accounts.generate_test_account() + # Make sure the model is deployed, then create an agent + # Add contract address as a parameter, then add an update contract function. Also add a network: string parameter + contract_address = os.getenv("CONTRACT_ADDRESS") + print("Contract Address: ", contract_address) + + agent = GizaAgent(contract_address=contract_address, chain_id=11155111, id=id, version=version) + # Rather than calling predict, we call infer to store the result agent.infer(input_feed={"image": img}) - # Perhaps add a wait() function - try: - receipt = await verify_and_transmit(agent) - except Exception as e: - print(f"Error: {e}") - return receipt + # Adjust the inference result to be a single-value whole integer + inference_result = int(agent.inference[0][0] * 10) + # Pass the inference result and the sender address + inference_result_arr = [inference_result, Address("0xEbeD10f21F32E7F327F8B923257c1b6EceD857b7")] + + print("inference result: ", inference_result_arr) + value = None + # Get the proof + (_, proof_path) = agent.get_model_data() + # verify proof + verified = await agent.verify(proof_path) + # Perhaps define an intent here? + if verified: + try: + receipt = await agent.transmit(account = account, function_name="mint", params=inference_result_arr, value=value, rpc_url=None) + print("Receipt: ", receipt) + #TODO: (GIZ503) Perhaps we can clean up the receipt for users so that they can choose what to display / save + return receipt + except Exception as e: + print(f"Error: {e}") + raise e + else: + raise Exception("Proof verification failed.") if __name__ == '__main__': action_deploy = Action(entrypoint=transmission, name="transmit-to-chain") diff --git a/examples/on-chain_mnist/cairo/lofi_mnst/inference/.gitignore b/examples/on-chain_mnist/cairo/lofi_mnst/inference/.gitignore deleted file mode 100644 index 1de5659..0000000 --- a/examples/on-chain_mnist/cairo/lofi_mnst/inference/.gitignore +++ /dev/null @@ -1 +0,0 @@ -target \ No newline at end of file diff --git a/examples/on-chain_mnist/cairo/lofi_mnst/inference/.tool-versions b/examples/on-chain_mnist/cairo/lofi_mnst/inference/.tool-versions deleted file mode 100644 index 6d5fee9..0000000 --- a/examples/on-chain_mnist/cairo/lofi_mnst/inference/.tool-versions +++ /dev/null @@ -1 +0,0 @@ -scarb 2.5.3 \ No newline at end of file diff --git a/examples/on-chain_mnist/cairo/lofi_mnst/inference/Scarb.lock b/examples/on-chain_mnist/cairo/lofi_mnst/inference/Scarb.lock deleted file mode 100644 index 7a63a92..0000000 --- a/examples/on-chain_mnist/cairo/lofi_mnst/inference/Scarb.lock +++ /dev/null @@ -1,127 +0,0 @@ -# Code generated by scarb DO NOT EDIT. -version = 1 - -[[package]] -name = "_constant_value" -version = "0.1.0" -dependencies = [ - "orion", -] - -[[package]] -name = "alexandria_data_structures" -version = "0.2.0" -source = "git+https://github.com/keep-starknet-strange/alexandria.git?rev=800f5ad#800f5ad217847b5ded63c0302a444161766ee9d6" -dependencies = [ - "alexandria_encoding", -] - -[[package]] -name = "alexandria_encoding" -version = "0.1.0" -source = "git+https://github.com/keep-starknet-strange/alexandria.git?rev=800f5ad#800f5ad217847b5ded63c0302a444161766ee9d6" -dependencies = [ - "alexandria_math", - "alexandria_numeric", -] - -[[package]] -name = "alexandria_math" -version = "0.2.0" -source = "git+https://github.com/keep-starknet-strange/alexandria.git?rev=800f5ad#800f5ad217847b5ded63c0302a444161766ee9d6" -dependencies = [ - "alexandria_data_structures", -] - -[[package]] -name = "alexandria_merkle_tree" -version = "0.1.0" -source = "git+https://github.com/keep-starknet-strange/alexandria.git?rev=800f5ad#800f5ad217847b5ded63c0302a444161766ee9d6" - -[[package]] -name = "alexandria_numeric" -version = "0.1.0" -source = "git+https://github.com/keep-starknet-strange/alexandria.git?rev=800f5ad#800f5ad217847b5ded63c0302a444161766ee9d6" -dependencies = [ - "alexandria_math", -] - -[[package]] -name = "alexandria_sorting" -version = "0.1.0" -source = "git+https://github.com/keep-starknet-strange/alexandria.git?rev=800f5ad#800f5ad217847b5ded63c0302a444161766ee9d6" -dependencies = [ - "alexandria_data_structures", -] - -[[package]] -name = "cubit" -version = "1.3.0" -source = "git+https://github.com/influenceth/cubit.git?rev=6275608#62756082bf2555d7ab25c69d9c7bc30574ff1ce8" - -[[package]] -name = "inference" -version = "0.1.0" -dependencies = [ - "_constant_value", - "node_linear1_bias", - "node_linear1_weight", - "node_linear2_bias", - "node_linear2_weight", - "node_linear3_bias", - "node_linear3_weight", - "orion", -] - -[[package]] -name = "node_linear1_bias" -version = "0.1.0" -dependencies = [ - "orion", -] - -[[package]] -name = "node_linear1_weight" -version = "0.1.0" -dependencies = [ - "orion", -] - -[[package]] -name = "node_linear2_bias" -version = "0.1.0" -dependencies = [ - "orion", -] - -[[package]] -name = "node_linear2_weight" -version = "0.1.0" -dependencies = [ - "orion", -] - -[[package]] -name = "node_linear3_bias" -version = "0.1.0" -dependencies = [ - "orion", -] - -[[package]] -name = "node_linear3_weight" -version = "0.1.0" -dependencies = [ - "orion", -] - -[[package]] -name = "orion" -version = "0.2.3" -source = "git+https://github.com/gizatechxyz/orion.git?rev=7d84a42#7d84a423a1605548fcaf40d112f4e2d8fc5485bb" -dependencies = [ - "alexandria_data_structures", - "alexandria_merkle_tree", - "alexandria_sorting", - "cubit", -] diff --git a/examples/on-chain_mnist/cairo/lofi_mnst/inference/Scarb.toml b/examples/on-chain_mnist/cairo/lofi_mnst/inference/Scarb.toml deleted file mode 100644 index 28ea5a9..0000000 --- a/examples/on-chain_mnist/cairo/lofi_mnst/inference/Scarb.toml +++ /dev/null @@ -1,16 +0,0 @@ -[package] -name = "inference" -version = "0.1.0" -edition = "2023_10" - -[dependencies] -node_linear1_weight = { path = "../initializers/node_linear1_weight"} -node_linear1_bias = { path = "../initializers/node_linear1_bias"} -node_linear2_weight = { path = "../initializers/node_linear2_weight"} -node_linear2_bias = { path = "../initializers/node_linear2_bias"} -node_linear3_weight = { path = "../initializers/node_linear3_weight"} -node_linear3_bias = { path = "../initializers/node_linear3_bias"} -_constant_value = { path = "../attributes/_constant_value"} -orion = { git = "https://github.com/gizatechxyz/orion.git", rev = "7d84a42" } -[lib] -sierra-text = true \ No newline at end of file diff --git a/examples/on-chain_mnist/cairo/lofi_mnst/inference/src/lib.cairo b/examples/on-chain_mnist/cairo/lofi_mnst/inference/src/lib.cairo deleted file mode 100644 index f1243e9..0000000 --- a/examples/on-chain_mnist/cairo/lofi_mnst/inference/src/lib.cairo +++ /dev/null @@ -1,26 +0,0 @@ -use orion::operators::tensor::{Tensor, TensorTrait}; -use orion::operators::tensor::{U32Tensor, I32Tensor, I8Tensor, FP8x23Tensor, FP16x16Tensor, FP32x32Tensor, BoolTensor}; -use orion::numbers::{FP8x23, FP16x16, FP32x32}; -use orion::operators::matrix::{MutMatrix, MutMatrixImpl}; -use orion::operators::nn::{NNTrait, FP16x16NN}; - -use node_linear1_weight::get_node_linear1_weight; -use node_linear1_bias::get_node_linear1_bias; -use node_linear2_weight::get_node_linear2_weight; -use node_linear2_bias::get_node_linear2_bias; -use node_linear3_weight::get_node_linear3_weight; -use node_linear3_bias::get_node_linear3_bias; - -use _constant_value::get__constant_value; - -fn main(node_onnx_reshape_0: Tensor) -> Tensor { -let node__constant_output_0 = get__constant_value(); -let node__reshape_output_0 = TensorTrait::reshape(@node_onnx_reshape_0, node__constant_output_0.data); -let node__linear1_gemm_output_0 = NNTrait::gemm(node__reshape_output_0, get_node_linear1_weight(), Option::Some(get_node_linear1_bias()), Option::Some(FP16x16 { mag: 65536, sign: false }), Option::Some(FP16x16 { mag: 65536, sign: false }), false, true); -let node__relu_relu_output_0 = NNTrait::relu(@node__linear1_gemm_output_0); -let node__linear2_gemm_output_0 = NNTrait::gemm(node__relu_relu_output_0, get_node_linear2_weight(), Option::Some(get_node_linear2_bias()), Option::Some(FP16x16 { mag: 65536, sign: false }), Option::Some(FP16x16 { mag: 65536, sign: false }), false, true); -let node__relu_1_relu_output_0 = NNTrait::relu(@node__linear2_gemm_output_0); -let node_13 = NNTrait::gemm(node__relu_1_relu_output_0, get_node_linear3_weight(), Option::Some(get_node_linear3_bias()), Option::Some(FP16x16 { mag: 65536, sign: false }), Option::Some(FP16x16 { mag: 65536, sign: false }), false, true); - - node_13 - } \ No newline at end of file diff --git a/examples/on-chain_mnist/contracts/cache/solidity-files-cache.json b/examples/on-chain_mnist/contracts/cache/solidity-files-cache.json index 1945632..e39ec61 100644 --- a/examples/on-chain_mnist/contracts/cache/solidity-files-cache.json +++ b/examples/on-chain_mnist/contracts/cache/solidity-files-cache.json @@ -1 +1 @@ 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\ No newline at end of file diff --git a/examples/on-chain_mnist/contracts/foundry.toml b/examples/on-chain_mnist/contracts/foundry.toml index 25b918f..5a62d04 100644 --- a/examples/on-chain_mnist/contracts/foundry.toml +++ b/examples/on-chain_mnist/contracts/foundry.toml @@ -2,5 +2,6 @@ src = "src" out = "out" libs = ["lib"] +solc = "0.8.24" # See more config options https://github.com/foundry-rs/foundry/blob/master/crates/config/README.md#all-options diff --git a/examples/on-chain_mnist/contracts/src/MNISTNFT.sol b/examples/on-chain_mnist/contracts/src/MNISTNFT.sol index 4bc8ac8..a5d5bc1 100644 --- a/examples/on-chain_mnist/contracts/src/MNISTNFT.sol +++ b/examples/on-chain_mnist/contracts/src/MNISTNFT.sol @@ -2,18 +2,14 @@ pragma solidity ^0.8.0; import "../lib/openzeppelin-contracts/contracts/token/ERC721/ERC721.sol"; +import "../lib/openzeppelin-contracts/contracts/token/ERC721/IERC721Receiver.sol"; -contract MNISTNFT is ERC721 { - uint256 public mintPrice = 0.005 ether; - +contract MNISTNFT is ERC721, IERC721Receiver { mapping(uint256 => bool) public tokenExists; constructor() ERC721("MNISTNFT", "MNIST") {} - function mint(uint256 tokenId) public payable { - require(msg.value == mintPrice, "Incorrect mint price"); - require(!tokenExists[tokenId], "Token already minted!"); - + function mint(uint256 tokenId) public { if (tokenExists[tokenId]) { tokenId = tokenId * 10; } @@ -22,10 +18,29 @@ contract MNISTNFT is ERC721 { _safeMint(msg.sender, tokenId); } - - // Not secure; anyone can withdraw - function withdraw() public { - (bool success, ) = msg.sender.call{value: address(this).balance}(""); - require(success, "Transfer failed"); + + // Implement the onERC721Received function + function onERC721Received( + address operator, + address from, + uint256 tokenId, + bytes calldata data + ) external override returns (bytes4) { + // Let it burn + _burn(tokenId); + + // Return the magic value to indicate successful reception and burning of the token + return this.onERC721Received.selector; + } + + // Fallback function + fallback() external payable {} + + // Function to receive Ether + receive() external payable {} + + // Function to get the balance of the contract + function getBalance() public view returns (uint256) { + return address(this).balance; } -} +} \ No newline at end of file diff --git a/examples/on-chain_mnist/conversion_and_test.py b/examples/on-chain_mnist/conversion_and_test.py deleted file mode 100644 index 4b93f7d..0000000 --- a/examples/on-chain_mnist/conversion_and_test.py +++ /dev/null @@ -1,42 +0,0 @@ -from osiris.app import (serializer, create_tensor_from_array, convert) -import requests -from PIL import Image -import numpy as np - -def download_image(): - image_url = 'https://machinelearningmastery.com/wp-content/uploads/2019/02/sample_image.png' - image_data = requests.get(image_url).content - with open('seven.png', 'wb') as handler: - handler.write(image_data) - -def get_image(path): - with Image.open(path) as img: - img = img.convert('L') - img = np.array(img) - return img - -def process_image(img): - img = np.resize(img, (28,28)) - img = img.reshape(1,1,28,28) - img = img/255.0 - print(img.shape) - return img - -def serialize_image(img): - fp_impl = "FP16x16" - tensor = create_tensor_from_array(img, fp_impl) - serialized = serializer(tensor) - print(serialized) - -# def convert_image(img): -# convert(img, "./out.cairo") - -def main(): - download_image() - img = get_image('seven.png') - img = process_image(img) - serialize_image(img) - # convert_image(img) - -if __name__ == '__main__': - main() \ No newline at end of file diff --git a/giza_actions/agent.py b/giza_actions/agent.py index cc55f21..0f1225e 100644 --- a/giza_actions/agent.py +++ b/giza_actions/agent.py @@ -1,21 +1,46 @@ +import os +import asyncio import json +import time from web3 import Web3 +from web3.exceptions import TimeExhausted, ContractCustomError +from eth_account import Account +from eth_account.messages import SignableMessage +from eth_typing import Address from giza_actions.model import GizaModel -from typing import Optional import requests -from ape import Contract -from ape.types.signatures import recover_signer import logging from giza.frameworks.cairo import verify +from giza_actions.utils import get_endpoint_uri +from giza.client import EndpointsClient +from giza import API_HOST +from pydantic import BaseModel +from dotenv import load_dotenv +from typing import Optional -class GizaAgent: +# todo: load from ./home +load_dotenv() + +# todo: extend to have request_id, endpoint_id: giza models (model_id and version_id), and version_id; remove proof_path from this and dependencies +class ProofType(BaseModel): + address: Address # Who is the signer? + model_id: int # The model being used for inference + version_id: int # The version of the model in reference + endpoint_id: int # The endpoint of the deployed model + + class Config: + protected_namespaces = () + +class ProofMessage(BaseModel): + proofType: ProofType + +#TODO: Add functions for updating contract, chain id, and endpoint uri +class GizaAgent(GizaModel): """ A blockchain AI agent that helps users put their Actions on-chain. Uses Ape framework and GizaModel to verify a model proof off-chain, sign it with the user's account, and send results to a select EVM chain to execute code. Attributes: model (GizaModel): The model that this deployer uploads proofs for. This model must have the following fields: id, version, orion_runner_service_url in order to work. This is because all on-chain models require a proof to be generated by Orion Runner. - model_id: The model_id of the model we are using for on-chain inference - version_id: The version_id of the model we are using for on-chain inference inference: The result of the GizaModel inference request_id: The request_id of the proof to fetch from the GCP proof: The proof from GCP that we will use to verify, sign, and send along with inference data @@ -23,24 +48,42 @@ class GizaAgent: Methods: infer: Runs model inference and retrieves the model output - get_model_data: retrieves the proof from GCP given the request_id, version_id, deployment_id, and internal model_id + get_model_data: retrieves the proof from GCP given the request_id, version_id, endpoint_id, and internal model_id generate_calldate: generates calldata for a given smart contract function verify: verifies the proof locally deploy: verifies the proof, then calls the smart contract with calldata from inference """ - - def __init__(self, model: GizaModel, model_id, version_id): + #TODO: (GIZ 502) Find a way to abstract away the chain_id to just a string with the chain name + def __init__(self, contract_address: str, chain_id: int, id: Optional[int] = None, version: Optional[int] = None, **kwargs): """Initialize deployer. - + Args: - model (GizaModel): GizaModel instance + contract_address (str): The address of the contract. + chain_id (int): The ID of the blockchain network. + id (Optional[int]): Optional ID (default: None). + version (Optional[int]): Optional version (default: None). + **kwargs: Additional keyword arguments. """ - self.model = model - self.model_id = model_id - self.version_id = version_id + super().__init__(id=id, version=version, **kwargs) + contract_sc = Web3.to_checksum_address(contract_address) + + #TODO: (GIZ 501) How dow we get the endpoint id from this? + self.endpoint_uri = get_endpoint_uri(self.model_id, self.version_id) + + # self.endpoint_id = - def infer(self, input_file=None, input_feed=None): + self.contract_address = contract_sc + self.chain_id = chain_id + def infer(self, input_file=None, input_feed=None, job_size="S"): + """ + Runs a round of inference on the model and saves the result. + + Args: + input_file: The input file to use for inference + input_feed: The input feed to use for inference + job_size: The size of the job to run + """ params = {} if input_file is not None: @@ -50,94 +93,259 @@ def infer(self, input_file=None, input_feed=None): params['input_feed'] = input_feed params['verifiable'] = True - params['job_size'] = "L" + params['job_size'] = job_size params['output_dtype'] = "Tensor" - self.inference, self.request_id = self.model.predict(**params) + self.inference, self.request_id = self.predict(**params) print("Inference saved! ✅ Result: ", self.inference, self.request_id) - async def _get_model_data(self): - """Get proof data from GCP and save it as a class attribute""" + def get_model_data(self): + """ + Get proof data from GCP and save it as a class attribute - uri = self.model.get_deployment_uri(self.model_id, self.version_id) - # todo: update this link - proof_metadata_url = f"https://api-dev.gizatech.xyz/api/v1/models/{self.model.id}/versions/{self.model.version}/deployments/{uri}/proofs/{self.request_id}" + Returns: + proof: The zk proof from GCP + proof_path: The path to the proof file + """ + client = EndpointsClient(API_HOST) - response = requests.get(proof_metadata_url) - - logging.info(f"Response status code: {response.status_code}") - logging.debug(f"Full response: {response.text}") + proof_metadata_url = f"https://api.gizatech.xyz/api/v1/models/{self.model_id}/versions/{self.version_id}/endpoints/{self.endpoint_uri}/proofs/{self.request_id}:download" - if response.status_code == 200: - proof_metadata = response.json() - self.proof = proof_metadata - return proof_metadata - else: - raise Exception(f"Failed to get proof metadata: {response.text}") + time.sleep(3) + logging.info(f"Fetching proof metadata from {proof_metadata_url}... ⏳") - def generate_calldata(self, abi_path, function_name, parameters): + timeout = time.time() + 8000 + #TODO: GIZ501 Add endpoint ID here too once we have it + print(f"Request ID: {self.request_id}") + print(f"Model ID: {self.model_id}") + print(f"Version ID: {self.version_id}") + print(f"Framework: {self.framework}") + + while True: + now = time.time() + if now > timeout: + print("Proof retrieval timed out") + raise TimeoutError("Proof retrieval timed out") + try: + #TODO: Verify that we can use endpoint URI here + proof = client.get_proof(self.model_id, self.version_id, self.endpoint_uri, self.request_id) + print(f"Proof: {proof.json(exclude_unset=True)}") + break # Exit the loop if proof is retrieved successfully + except requests.exceptions.HTTPError as e: + print("Proof retrieval failing, sleeping for 5 seconds") + time.sleep(5) + + # Save the proof to a file + proof_file = "zk.proof" + content = client.download_proof(self.model_id, self.version_id, self.endpoint_uri, self.request_id) + with open(proof_file, "wb") as f: + f.write(content) + + return (content, os.path.abspath(proof_file)) + + # TODO: (GIZ500) Find a way to match function name with the specific function in the contract regardless of spaces, caps, etc. ALSO, add a method to bind types to the parameters + async def _generate_calldata(self, function_name: str, parameters: list): """ Generate calldata for calling a smart contract function Args: - abi_path (str): Path to JSON ABI for the contract - function_name (str): Name of contract function to call + contract_address (str): Address of the contract + chain_id (int): ID of the Ethereum chain + function_name (str): Name of contract function to call parameters (list): Arguments to pass to the function Returns: str: Hex string of calldata """ - with open(abi_path, 'r') as f: - abi = json.load(f) - web3 = Web3() - contract = web3.eth.contract(abi=abi) - function_abi = next((x for x in abi if x['name'] == function_name), None) + try: + abi = fetch_abi(self.contract_address, self.chain_id) + except ValueError as e: + raise ValueError(f"Error fetching contract ABI: {str(e)}") from e + + function_abi = next((item for item in abi if 'name' in item and item['name'] == function_name), None) + if function_abi is None: raise ValueError(f"Function {function_name} not found in ABI") - + + contract = web3.eth.contract(address=self.contract_address, abi=abi) calldata = contract.encodeABI(function_name, args=parameters) return calldata - - async def verify(self, proof): + + def sign_proof(self, account: Account, proof: bytes): + address = account.address + + proofType = ProofType(address=address, model_id=self.model_id, version_id=self.version_id, endpoint_id=self.endpoint_id) + proofMessage = ProofMessage(proofType=proofType) + + version = b'\x19' + header = b'' + + if isinstance(proof, str): + body = proof.encode('utf-8') + else: + body = proofMessage + signable_message = SignableMessage(version=version, header=header, body=body) + sig = account.sign_message(signable_message) + return (sig, False, proofMessage, signable_message) + + async def verify(self, proof_path): """ Verify proof locally. Must be run *after* infer() and _get_model_data() have been run. Returns: bool: True if proof is valid """ - model_id = self.model.id - version_id = self.model.version + model_id = self.model_id + version_id = self.version_id try: - result = verify(proof, model_id, version_id) + result = verify(None, proof=proof_path, model_id=model_id, version_id=version_id) if result is None: return True else: return False - except BaseException: + except BaseException as e: logging.error("An error occurred when verifying") + print(e) return False - - async def transmit(self, account, sc_address: str, sc_abi_path: str, proof, signed_proof, calldata: str): + + async def transmit(self, account: Account, function_name: str, params, value, signed_proof: SignableMessage, proofMessage: ProofMessage, signedProofMessage, rpc_url: Optional[str], proofsig_enabled: bool = False): """ - Transmit: Verify the model proof, - - Returns: - A transaction receipt - """ - # Verify the user's proof - assert self.verify(proof) - # Verify the signature - recovered_signer = recover_signer(proof, signed_proof) - assert recovered_signer == account.address - # Create contract instance - contract = Contract(sc_address, abi=sc_abi_path) - # Call the contract + Transmit: Verify the proof signature (if proofsig_enabled is True), verify the proof, then send the transaction to the contract. + + Args: + account (Account): The account object used to sign the transaction. + abi_path (str): The path to the ABI file for the contract. + function_name (str): The name of the contract function to call. + params: The parameters to pass to the contract function. + value: The value (in Wei) to send with the transaction (optional). + signed_proof (SignableMessage): The signed proof message. + proofMessage (ProofMessage): The proof message object. + signedProofMessage: The signed proof message. + rpc_url (Optional[str]): The URL of the RPC endpoint to use (optional). + proofsig_enabled (bool): Whether to enable proof signature verification or not (default: False). + + Returns: + A transaction receipt + """ + + web3 = Web3() + + if proofsig_enabled: + v, r, s = signed_proof.v, signed_proof.r, signed_proof.s + signed_proof_elements = (v, r, s) + signer = web3.eth.account.recover_message(signedProofMessage, signed_proof_elements) + assert signer.lower() == account.address.lower() + print("Proof signature verified! 🔥") + + assert await self.verify(proofMessage.proofType.proof_path) + print("Proof verified! ⚡️") + + print("All good! ✅ Sending transaction...") + try: - receipt = contract.call(calldata, account) - if not receipt.failed: + if rpc_url is not None: + web3 = Web3(Web3.HTTPProvider(rpc_url)) + else: + alchemy_url = os.getenv("ALCHEMY_URL") + web3 = Web3(Web3.HTTPProvider(alchemy_url)) + nonce = web3.eth.get_transaction_count(account.address) + try: + calldata = await self._generate_calldata(function_name, params) + except KeyError as e: + print(f"Error generating calldata: {str(e)}") + raise + try: + transaction = { + "to": self.contract_address, + "from": account.address, + "data": calldata, + "nonce": nonce, + "gas": web3.eth.estimate_gas({"to": self.contract_address, "data": calldata}), + "gasPrice": web3.eth.gas_price, + "chainId": self.chain_id + } + if value is not None: + transaction["value"] = value + except KeyError as e: + print(f"Error creating transaction dictionary: {str(e)}") + raise + print(f"Transaction: {transaction}") + try: + signed_tx = account.sign_transaction(transaction) + except KeyError as e: + print(f"Error signing transaction: {str(e)}") + raise + print(f"Signed transaction: {signed_tx}") + try: + tx_hash = web3.eth.send_raw_transaction(signed_tx.rawTransaction) + except ValueError as e: + print(f"Error sending transaction: {str(e)}") + return None + except Exception as e: + print(f"Error sending transaction: {str(e)}") + return None + try: + receipt = web3.eth.wait_for_transaction_receipt(tx_hash, timeout=300) + print("Transaction Completed.") return receipt + except TimeExhausted: + print("Transaction receipt retrieval timed out.") + return None + + except asyncio.TimeoutError: + print("Transaction receipt retrieval timed out after 300 seconds.") + return None + + except ValueError as e: + print(f"Error encoding transaction: {e}") + return None + + except ContractCustomError as e: + print(f"Custom error occurred: {e}") + print(f"Error message: {e.args[0]}") + return None + except Exception as e: - raise Exception(f"Transaction failed: {e}") \ No newline at end of file + print(f"Error transmitting transaction: {str(e)}") + print(f"Exception type: {type(e)}") + return None + + + +def get_endpoint_id(model_id, version_id): + """ + Retrieve the endpoint ID for the model and version. + + Returns: + int: The ID of the endpoint. + """ + client = EndpointsClient(API_HOST) + return client.list(model_id, version_id).root[0].id + +def fetch_abi(contract_address, chain_id): + api_key = os.getenv("ETHERSCAN_API_KEY") + if not api_key: + raise ValueError("ETHERSCAN_API_KEY environment variable not set") + + if chain_id == 1: + etherscan_url = "https://api.etherscan.io/api" + elif chain_id == 11155111: + etherscan_url = "https://api-sepolia.etherscan.io/api" + elif chain_id == 5: + etherscan_url = "https://api-goerli.etherscan.io/api" + else: + raise ValueError("Unsupported chain ID") + + url = f"{etherscan_url}?module=contract&action=getabi&address={contract_address}&apikey={api_key}" + + response = requests.get(url) + response_json = response.json() + + if response_json["status"] == "1": + abi = response_json["result"] + return json.loads(abi) + else: + raise ValueError(f"Failed to retrieve contract ABI: {response_json['message']}") \ No newline at end of file diff --git a/giza_actions/model.py b/giza_actions/model.py index 143d501..ef63239 100644 --- a/giza_actions/model.py +++ b/giza_actions/model.py @@ -32,6 +32,8 @@ class GizaModel: version_client (VersionsClient): Client to interact with the versions endpoint of the Giza API. api_client (ApiClient): General client for interacting with the Giza API. uri (str): The URI for making prediction requests to a deployed model. + model_id (int): The unique identifier of the model in the Giza platform. + version_id (int): The version number of the model in the Giza platform. Args: model_path (Optional[str]): The file path to a local ONNX model. Defaults to None. @@ -69,6 +71,8 @@ def __init__( if model_path: self.session = ort.InferenceSession(model_path) elif id and version: + self.model_id = id + self.version_id = version self.model_client = ModelsClient(API_HOST) self.version_client = VersionsClient(API_HOST) self.api_client = ApiClient(API_HOST) @@ -92,7 +96,7 @@ def _retrieve_uri(self, version_id: int): The URI for making prediction requests to the deployed model. """ # Different URI per framework - uri = get_endpoint_uri(self.model.id, version_id) + uri = get_endpoint_uri(model_id, version_id) if self.framework == Framework.CAIRO: return f"{uri}/cairo_run" else: @@ -231,19 +235,16 @@ def predict( raise e body = response.json() + print(body) serialized_output = ( json.dumps(body["result"]) if self.framework == Framework.CAIRO else body["result"] ) - request_id = ( - json.dumps(body["request_id"]) - if self.framework == Framework.CAIRO - else body["request_id"] - ) + request_id = body["request_id"] if self.framework == Framework.CAIRO: - logging.info("Serialized: ", serialized_output) + logging.info("Serialized: %s", serialized_output) if custom_output_dtype is None: output_dtype = self._get_output_dtype() diff --git a/giza_actions/on_chain_deploy.py b/giza_actions/on_chain_deploy.py new file mode 100644 index 0000000..91151eb --- /dev/null +++ b/giza_actions/on_chain_deploy.py @@ -0,0 +1,84 @@ +from giza_actions.model import GizaModel +from typing import Optional +import requests +from ape import Contract + +class OCDeployer: + """ + A blockchain deployer. `OC` stands for on-chain. Uses Ape framework and GizaModel to verify a model proof on-chain and execute an action from it. + + Attributes: + model (GizaModel): The model that this deployer uploads proofs for. This model must have the following fields: model_path, id, version, orion_runner_service_url in order to work. This is because all on-chain models require a proof to be generated by Orion Runner. + + Methods: + infer: Runs model inference and retrieves the model output + get_model_data: retrieves the proof from GCP given the request_id, version_id, deployment_id, and internal model_id + process_inference: overriden by user to specify calldata for a given smart contract function + deploy: verifies the proof, then calls the smart contract with calldata from inference + """ + + def __init__(self, model: GizaModel): + """Initialize deployer. + + Args: + model (GizaModel): GizaModel instance + """ + if ( + model.model_path is None + or model.id is None + or model.version is None + or model.orion_runner_service_url is None + ): + raise ValueError( + "GizaModel is missing required fields: " + "model_path, id, version, orion_runner_service_url" + ) + + self.model = model + + def infer(self, input_file: Optional[str], input_feed: Optional[dict]): + """Run model inference and store output.""" + # TODO: Extract the request id from this call as well so that we can obtain the proof + self.inference = self.model.predict(input_file, input_feed, verifiable=True) + print("Inference saved! ✅ Result: ", self.inference) + + + # TODO: Make this function async using Asyncer + def _get_model_data(self): + """Get proof data from GCP.""" + proof_metadata_url = f"https://api-dev.gizatech.xyz/api/v1/models/{self.model.id}/versions/{self.model.version}/deployments/{self.model.orion_runner_service_url}/proofs/{self.request_id}" + + response = requests.get(proof_metadata_url) + + # TODO: Log this request and response + + if response.status_code == 200: + proof_metadata = response.json() + return proof_metadata + else: + raise Exception(f"Failed to get proof metadata: {response.text}") + + def process_inference(self): + """ + Process inference data into contract calldata. + + Raises: + Exception: If inference not run yet. + """ + if self.inference is None: + raise Exception("Please run infer() before calling process_inference()") + + # Default just sends inference result to contract + return self.inference + + def deploy(self, sc_address, calldata, proof): + """ + Deploy model: Verify proof and execute contract function. + + Returns: + Transaction hash + """ + contract = Contract(sc_address) + # TODO: get model data + # TODO: Validate proof locally and execute contract + \ No newline at end of file diff --git a/giza_actions/utils.py b/giza_actions/utils.py index 131da0e..a19a80b 100644 --- a/giza_actions/utils.py +++ b/giza_actions/utils.py @@ -50,14 +50,7 @@ def get_endpoint_uri(model_id: int, version_id: int): params={"model_id": model_id, "version_id": version_id, "is_active": True} ) -<<<<<<< HEAD - deployments = deployments_list.root - - if deployments: - return deployments[0].uri -======= if len(deployments_list.root) == 1: return deployments_list.root[0].uri ->>>>>>> main else: return None diff --git a/poetry.lock b/poetry.lock new file mode 100644 index 0000000..3f50a92 --- 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b/pyproject.toml index 1439345..5afd767 100644 --- a/pyproject.toml +++ b/pyproject.toml @@ -6,7 +6,8 @@ description = "A Python SDK for Giza platform" authors = [ "Francisco Algaba ", "Raphael Doukhan ", - "Gonzalo Mellizo-Soto "] + "Gonzalo Mellizo-Soto ", + "Lance Davis "] readme = "README.md" license = "MIT" @@ -22,11 +23,7 @@ prefect-gcp = "^0.5.4" pyyaml = "^6.0.1" prefect-docker = "^0.4.1" distlib = "^0.3.8" -<<<<<<< HEAD -giza-cli = {path = "/Users/lancedavis/Documents/Giza/projects/giza-cli"} -======= giza-cli = ">=0.13.0,<1.0.0" ->>>>>>> main giza-osiris = ">=0.2.5,<1.0.0" eth-ape = "^0.7.10" eip712 = "^0.2.4"