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Decoding Secure Transaction Data on Ethereum with Web3.py
Ethereum’s decentralized finance (DeFi) ecosystem relies heavily on smart contracts to facilitate secure and transparent transactions. One of the most common use cases is the multisig wallet, which allows multiple users to share a single wallet and authorize transactions without having to manually approve each individual transaction.
When a secure transaction occurs, it involves sending funds from one address to another using a multisig wallet. However, due to the decentralized nature of the Ethereum blockchain, the transaction data itself cannot be directly decoded or extracted from the contract’s ABI (Abstract Syntax Tree) without proper understanding and tooling.
In this article, we will learn how to decode secure transaction data on Ethereum using web3py, a Python library that provides a simple and intuitive API for interacting with the Ethereum blockchain.
What is secure transaction data?
Secure transaction data refers to the metadata associated with each transaction. On Ethereum, the Abstract Syntax Tree (ABI) defines the structure and behavior of a smart contract. However, when a multisig wallet sends funds from one address to another, the transaction data itself does not contain the information needed to directly decode it.
Understanding Secure Transaction Data
Secure transaction data typically includes fields such as:
txHash
: The hex hash of the transaction
blockNumber
: The block number where the transaction occurred
from
: The sender’s address
to
: The recipient’s address
value
: The amount of Ether transferred
gasPrice
: The price of gas used to execute the transaction
Web3py and Secure Transaction Data
To decode secure transaction data, we will use web3py’s API to interact with the Ethereum blockchain. First, make sure you have the latest version of web3py installed:
pip install web3
Now, let’s create a simple script that extracts the txHash
field from a secure transaction:
from web3 import Web3

Initialize the Web3 instance with your Ethereum wallet provider (e.g. Infura, MyEtherWallet)w3 = Web3(Web3.HTTPProvider('
Set the secure transaction datatx_hash = '0x6a761202'
Replace with the actual txHash fieldtry:
Retrieve the transaction object from the blockchaintx = w3.eth.getTransaction(tx_hash)
Print the extracted transaction dataprint('Transaction Data:')
print(f'TxHash: {tx_hash}')
print(f'BlockNumber: {tx.blockNumber}')
print(f'Sender: {tx.from}')
print(f'Receiver: {tx.to}')
print(f'Money sent: {tx.value} Ether')
print(f'Gas Price: ${tx.gasPrice}')
except Exception as e:
print(f'Error: {e}')
In this example, we use the eth.getTransaction
method to retrieve the transaction object associated with the secure transaction. We then access the various fields of the transaction data.
Extracting long hex strings
If you have a long hex string starting with 0x6a761202, you can use web3py’s fromHex
function to extract it:
long_hex_string = '0x6a761202'
Replace with the actual hex stringtry:
tx_data = w3.eth.fromHex(long_hex_string)
print(tx_data)
Print the extracted transaction dataexcept Exception as e:
print(f'Error: {e}')
This will display the txHash
field, which you can then use to decode other secure transactions.
Conclusion
In this article, we have shown how to use web3py to extract and decode secure transaction data on Ethereum. By leveraging the library’s API and understanding of smart contract data structures, you can efficiently decode complex transaction metadata without requiring manual approvals or direct access to the contract ABI.