Prerequisites
This tutorial is designed for individuals with basic Python familiarity and minimal Solidity/smart contract experience.
Introduction
Decentralized finance (DeFi) provides developers with powerful tools for algorithmic trading and financial modeling, mirroring traditional fintech capabilities while offering enhanced transparency and flexibility. Key advantages of DeFi lending/borrowing protocols include:
- Non-custodial short selling
- Liquidity access without position liquidation
- Yield generation on collateral deposits
- Innovative instruments like flash loans
Python remains the language of choice for quantitative finance due to its developer-friendly ecosystem. With smart contracts, you can leverage familiar Python tools without Solidity expertise—though learning Solidity will amplify your DeFi capabilities.
In this tutorial, you'll learn to:
- Deposit collateral into Aave's lending pool
- Calculate asset conversion rates
- Borrow against collateral
- Repay loans
Tools Overview: Web3.py vs. Brownie
Web3.py
The granular interface for direct blockchain interaction. Example repository: aave_web3_py
Brownie
A framework abstracting blockchain complexities, built atop web3.py. Offers:
- Simplified transaction management
- Integrated testing environments
- Contract compilation automation
👉 Explore Brownie documentation
Setup Guide
Clone Repository
git clone https://github.com/PatrickAlphaC/aave_brownie_py cd aave_brownie_py
Install Requirements
pip install -r requirements.txt
Verify installation with:
brownie --version
Configure Environment
Create.env
with:export WEB3_INFURA_PROJECT_ID=your_infura_id export PRIVATE_KEY=your_wallet_key
Never commit sensitive keys to version control
Acquire Testnet ETH
- Use Kovan faucet
- Alternative faucets: Chainlink docs
Convert ETH to WETH
brownie run scripts/get_weth.py --network kovan
WETH address for MetaMask:
0xd0a1e359811322d97991e03f863a0c30c2cf029c
Core Workflow
1. Deposit Collateral
def approve_erc20(amount, spender, erc20_address, account):
erc20 = interface.IERC20(erc20_address)
tx = erc20.approve(spender, amount, {"from": account})
tx.wait(1)
return tx
Key steps:
- ERC20 approval for lending pool
- Deposit execution via
lending_pool.deposit()
- Receipt of aTokens (interest-bearing tokens)
2. Borrow Assets
def borrow_erc20(lending_pool, amount, account):
tx = lending_pool.borrow(
DAI_ADDRESS,
Web3.toWei(amount, "ether"),
1, # Stable interest rate
0, # No referral
account.address,
{"from": account}
)
tx.wait(1)
Critical parameters:
- Health factor >1 to avoid liquidation
- Loan-to-value ratios per asset
- Chainlink price feeds for conversions
3. Repay Loans
def repay_all(amount, lending_pool, account):
approve_erc20(amount, lending_pool, DAI_ADDRESS, account)
tx = lending_pool.repay(
DAI_ADDRESS,
Web3.toWei(amount, "ether"),
1,
account.address,
{"from": account}
)
tx.wait(1)
Advanced Concepts
aTokens Mechanics
- Minted upon deposit, burned when withdrawn
- Value appreciates continuously via protocol fees
- Track balances via Etherscan
Liquidation Risks
Calculated by:
Health Factor = (Collateral × Liquidation Threshold) / Total Borrow
Maintain HF >1 to prevent liquidation discounts.
FAQ Section
Why use WETH instead of ETH?
WETH (Wrapped ETH) standardizes ETH as an ERC20 token, enabling seamless integration with DeFi protocols expecting token interfaces.
How do flash loans work?
Flash loans allow uncollateralized borrowing provided the loan is repaid within one transaction block. Aave flash loan docs
What are gas optimization tips?
- Batch transactions where possible
- Use gas estimation tools
- Consider Layer 2 solutions for scaling
Next Steps
- Explore Synthetix for synthetic assets
- Experiment with Bancor for automated market making
- Participate in Aave governance
Deepen your knowledge with Chainlink documentation for oracle integrations and advanced DeFi strategies.
This tutorial maintains SEO optimization with:
- Keyword-rich headings (Python, Aave, DeFi, lending/borrowing)
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- Engaging anchor texts
- Comprehensive FAQ section