Dataset Card for Smart Contracts
Dataset Summary
This is a dataset of verified Smart Contracts from Etherscan.io that are deployed to the Ethereum blockchain. A set of about 100,000 to 200,000 contracts are provided, containing both Solidity and Vyper code.
Supported Tasks and Leaderboards
[More Information Needed]
Languages
[More Information Needed]
Dataset Structure
Data Instances
flattened
{
'contract_name': 'MiaKhalifaDAO',
'contract_address': '0xb3862ca215d5ed2de22734ed001d701adf0a30b4',
'language': 'Solidity',
'source_code': '// File: @openzeppelin/contracts/utils/Strings.sol\r\n\r\n\r\n// OpenZeppelin Contracts v4.4.1 (utils/Strings.sol)\r\n\r\npragma solidity ^0.8.0;\r\n\r\n/**\r\n * @dev String operations.\r\n */\r\nlibrary Strings {\r\n...',
'abi': '[{"inputs":[{"internalType":"uint256","name":"maxBatchSize_","type":"uint256"}...]',
'compiler_version': 'v0.8.7+commit.e28d00a7',
'optimization_used': False,
'runs': 200,
'constructor_arguments': '000000000000000000000000000000000000000000000000000000000000000a000...',
'evm_version': 'Default',
'library': '',
'license_type': 'MIT',
'proxy': False,
'implementation': '',
'swarm_source': 'ipfs://e490df69bd9ca50e1831a1ac82177e826fee459b0b085a00bd7a727c80d74089'
}
flattened_extended
Same fields as flattened
but with the following additional fields:
{
...
'tx_count': 1074,
'balance': 38
}
flattened_plain_text
{
'language': 'Solidity',
'text': '// File: SafeMath.sol\r\npragma solidity =0.5.16;\r\n\r\n// a library for performing overflow-safe math...'
}
inflated
{
'contract_name': 'PinkLemonade',
'file_path': 'PinkLemonade.sol',
'contract_address': '0x9a5be3cc368f01a0566a613aad7183783cff7eec',
'language': 'Solidity',
'source_code': '/**\r\n\r\nt.me/pinklemonadecoin\r\n*/\r\n\r\n// SPDX-License-Identifier: MIT\r\npragma solidity ^0.8.0;\r\n\r\n\r\n/*\r\n * @dev Provides information about the current execution context, including the\r\n * sender of the transaction and its data. While these are generally available...',
'abi': '[{"inputs":[],"stateMutability":"nonpayable","type":"constructor"}...]',
'compiler_version': 'v0.8.4+commit.c7e474f2',
'optimization_used': False,
'runs': 200,
'constructor_arguments': '',
'evm_version': 'Default',
'library': '',
'license_type': 'MIT',
'proxy': False,
'implementation': '',
'swarm_source': 'ipfs://eb0ac9491a04e7a196280fd27ce355a85d79b34c7b0a83ab606d27972a06050c'
}
inflated_plain_text
{
'language': 'Solidity',
'text': '\\npragma solidity ^0.4.11;\\n\\ncontract ERC721 {\\n // Required methods\\n function totalSupply() public view returns (uint256 total);...'
}
parsed
{
'contract_name': 'BondedECDSAKeep',
'file_path': '@keep-network/keep-core/contracts/StakeDelegatable.sol',
'contract_address': '0x61935dc4ffc5c5f1d141ac060c0eef04a792d8ee',
'language': 'Solidity',
'class_name': 'StakeDelegatable',
'class_code': 'contract StakeDelegatable {\n using OperatorParams for uint256;\n\n mapping(address => Operator) internal operators;\n\n struct Operator {\n uint256 packedParams;\n address owner;\n address payable beneficiary;\n address authorizer;\n }\n\n...',
'class_documentation': '/// @title Stake Delegatable\n/// @notice A base contract to allow stake delegation for staking contracts.',
'class_documentation_type': 'NatSpecSingleLine',
'func_name': 'balanceOf',
'func_code': 'function balanceOf(address _address) public view returns (uint256 balance) {\n return operators[_address].packedParams.getAmount();\n }',
'func_documentation': '/// @notice Gets the stake balance of the specified address.\n/// @param _address The address to query the balance of.\n/// @return An uint256 representing the amount staked by the passed address.',
'func_documentation_type': 'NatSpecSingleLine',
'compiler_version': 'v0.5.17+commit.d19bba13',
'license_type': 'MIT',
'swarm_source': 'bzzr://63a152bdeccda501f3e5b77f97918c5500bb7ae07637beba7fae76dbe818bda4'
}
Data Fields
flattened
contract_name
(string
): containing the smart contract name.contract_address
(string
): containing the Ethereum address for the smart contract.language
(string
): containing the language of the smart contract.source_code
(string
): containing the source code of the smart contract. This contains all code needed for compilation of the contract, including libraries.abi
(string
): containing the Application Binary Interface (ABI) of the smart contract.compiler_version
(string
): containing the compiler version used to compile the smart contract.optimization_used
(boolean
): indicating if the smart contract used optimization.runs
(number
): containing the number of optimization steps used.constructor_arguments
(string
): containing the constructor arguments of the smart contract.evm_version
(string
): containing the EVM version used to compile the smart contract.library
(string
): containing thename:address
of libraries used separated by;
.license_type
(string
): containing the license type of the smart contract.proxy
(boolean
): indicating if the smart contract is a proxy.implementation
(string
): containing the implementation of the smart contract if it is a proxy.swarm_source
(string
): containing the swarm source of the smart contract.
flattened_extended
Same fields as flattened
but with the following additional fields:
tx_count
(number
): containing the number of transactions made to the smart contract.balance
(string
): containing the ether balancce of the smart contract.
flattened_plain_text
text
(string
): containing the source code of the smart contract. This contains all code needed for compilation of the contract, including libraries.language
(string
): containing the language of the smart contract.
inflated
Same fields as flattened
but with the following additional fields:
file_path
(string
): containing the original path to the file.
inflated_plain_text
text
(string
): containing the source code of the smart contract. This contains all code needed for compilation of the contract, including libraries.language
(string
): containing the language of the smart contract.
parsed
contract_name
(string
): containing the smart contract name.file_path
(string
): containing the original path to the file.contract_address
(string
): containing the Ethereum address for the smart contract.language
(string
): containing the language of the smart contract.class_name
(string
): containing the name of the "class" (contract).class_code
(string
): containing the source code of the "class" (contract).class_documentation
(string
): containing the documentation (code comment) of the "class" (contract).class_documentation_type
(string
): containing the documentation type of the "class" (contract). Can be one of:NatSpecMultiLine
,NatSpecSingleLine
,LineComment
orComment
.func_name
(string
): containing the name of the function definition.func_code
(string
): containing the source code of the function.func_documentation
(string
): containing the documentation (code comment) of the contract definition (or "class").func_documentation_type
(string
): containing the documentation type of the function. Can be one of:NatSpecMultiLine
,NatSpecSingleLine
,LineComment
orComment
.compiler_version
(string
): containing the compiler version used to compile the smart contract.license_type
(string
): containing the license type of the smart contract.swarm_source
(string
): containing the swarm source of the smart contract.
Data Splits
[More Information Needed]
Dataset Creation
Curation Rationale
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Source Data
Initial Data Collection and Normalization
[More Information Needed]
Who are the source language producers?
[More Information Needed]
Annotations
Annotation process
[More Information Needed]
Who are the annotators?
[More Information Needed]
Personal and Sensitive Information
[More Information Needed]
Considerations for Using the Data
Social Impact of Dataset
[More Information Needed]
Discussion of Biases
[More Information Needed]
Other Known Limitations
[More Information Needed]
Additional Information
Dataset Curators
[More Information Needed]
Licensing Information
[More Information Needed]
Citation Information
@misc{storhaug2023efficient,
title={Efficient Avoidance of Vulnerabilities in Auto-completed Smart Contract Code Using Vulnerability-constrained Decoding},
author={André Storhaug and Jingyue Li and Tianyuan Hu},
year={2023},
eprint={2309.09826},
archivePrefix={arXiv},
primaryClass={cs.CR}
}
Contributions
Thanks to @andstor for adding this dataset.
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