diff --git a/typescript/on-chain-behaviour-fingerprint-generator/.env b/typescript/on-chain-behaviour-fingerprint-generator/.env new file mode 100644 index 0000000..633d73a --- /dev/null +++ b/typescript/on-chain-behaviour-fingerprint-generator/.env @@ -0,0 +1,11 @@ +# BSC RPC Endpoint +BSC_RPC_URL=https://bsc-dataseed1.binance.org/ + +# Address to analyze (optional - can also be passed as argument) +ADDRESS= + +# Block range to analyze (default: 10000) +BLOCK_RANGE=10000 + +# Server port (default: 3001) +PORT=3001 diff --git a/typescript/on-chain-behaviour-fingerprint-generator/.gitignore b/typescript/on-chain-behaviour-fingerprint-generator/.gitignore new file mode 100644 index 0000000..6b7bd24 --- /dev/null +++ b/typescript/on-chain-behaviour-fingerprint-generator/.gitignore @@ -0,0 +1,8 @@ +node_modules/ +dist/ +.env +*.log +.DS_Store + + + diff --git a/typescript/on-chain-behaviour-fingerprint-generator/README.md b/typescript/on-chain-behaviour-fingerprint-generator/README.md new file mode 100644 index 0000000..2dafd65 --- /dev/null +++ b/typescript/on-chain-behaviour-fingerprint-generator/README.md @@ -0,0 +1,247 @@ +# On-Chain Behavior Fingerprint Generator - BNBChain Cookbook + +A tool that analyzes on-chain transaction patterns of addresses on BNB Smart Chain (BSC) to generate unique behavioral fingerprints. The fingerprint captures transaction patterns, timing, interaction types, and other behavioral characteristics to create a unique signature for each address. + +![On-Chain Behavior Fingerprint Generator UI](https://i.imgur.com/placeholder.png) + +## Overview + +The On-Chain Behavior Fingerprint Generator analyzes transaction history to identify behavioral patterns and generate a unique SHA-256 fingerprint. This can help identify: + +- **Bot Activity**: Automated trading bots with distinct high-frequency, low-value patterns +- **DEX Traders**: Addresses with frequent DEX router interactions +- **Whales**: High-net-worth addresses with large value transfers +- **Contract Interactors**: Addresses that frequently interact with smart contracts +- **Risk Assessment**: Unusual patterns that may indicate suspicious activity + +## Features + +- ๐Ÿ” **Transaction Analysis**: Analyzes transaction history from recent blocks +- ๐Ÿ” **Unique Fingerprints**: Generates SHA-256 hashes from behavioral signatures +- ๐Ÿ“Š **Behavior Classification**: Automatically classifies addresses into behavior types +- โš ๏ธ **Risk Scoring**: Calculates risk scores (0-100) based on activity patterns +- ๐ŸŒ™ **Modern Dark Mode UI**: Beautiful, responsive interface with split-pane design +- ๐Ÿ“ˆ **Detailed Metrics**: Comprehensive statistics on transaction patterns +- โœ… **Comprehensive Unit Tests**: Full test coverage for all functions + +## Tech Stack + +- **TypeScript**: Type-safe development +- **ethers.js v6**: Blockchain interaction +- **Jest**: Unit testing framework +- **Modern HTML/CSS/JS**: Frontend interface + +## Quick Start + +### Prerequisites + +- Node.js 18+ and npm +- Git + +### Installation & Setup + +1. **Clone and setup** (one command): + ```bash + bash setup.sh + ``` + + This script will: + - Install all dependencies + - Create a `.env` file with working BSC RPC configuration + - Build the TypeScript code + - Run tests to verify everything works + +2. **Run the application**: + + **Option A: Web UI (Recommended)** + - Open `index.html` in a modern web browser + - Enter a BSC address to analyze + - Optionally specify block range (default: 10,000 blocks) + - Click "Generate Fingerprint" + + **Option B: CLI** + ```bash + npm start
[block-range] + ``` + + Example: + ```bash + npm start 0x1234567890123456789012345678901234567890 + npm start 0x1234567890123456789012345678901234567890 5000 + ``` + +## Project Structure + +``` +on-chain-behaviour-fingerprint-generator/ +โ”œโ”€โ”€ app.ts # Main TypeScript application logic +โ”œโ”€โ”€ app.test.ts # Unit tests +โ”œโ”€โ”€ index.html # Frontend UI +โ”œโ”€โ”€ package.json # Dependencies and scripts +โ”œโ”€โ”€ tsconfig.json # TypeScript configuration +โ”œโ”€โ”€ jest.config.js # Jest test configuration +โ”œโ”€โ”€ setup.sh # One-command setup script +โ”œโ”€โ”€ env.template # Environment variables template +โ””โ”€โ”€ README.md # This file +``` + +## Usage Examples + +### Generating a Fingerprint via Web UI + +1. Open `index.html` in your browser +2. Enter a BSC wallet address (e.g., `0x1234...`) +3. Optionally adjust the block range (default: 10,000 blocks) +4. Click "Generate Fingerprint" +5. Review the unique fingerprint, behavior type, risk score, and detailed metrics + +### CLI Usage + +```bash +# Generate fingerprint with default block range (10,000 blocks) +npm start 0x1234567890123456789012345678901234567890 + +# Generate fingerprint with custom block range +npm start 0x1234567890123456789012345678901234567890 5000 +``` + +## Behavior Types + +The tool automatically classifies addresses into one of these behavior types: + +- **NORMAL**: Standard user behavior with typical transaction patterns +- **DEX_TRADER**: High frequency of DEX router interactions (>30% of transactions) +- **WHALE**: Large value transactions (average > 100 BNB) +- **BOT**: High transaction frequency (>50 tx/day) with low values (<0.001 BNB avg) +- **CONTRACT_INTERACTOR**: Frequent interactions with many unique contracts (>20) and contract creations +- **UNKNOWN**: Insufficient data to classify behavior + +## Fingerprint Components + +The fingerprint is a SHA-256 hash generated from a signature string containing: + +- Transaction count and frequency +- Number of unique contracts and tokens interacted with +- DEX interaction patterns +- Active hours and days of activity (UTC) +- Behavior classification type + +### Example Signature + +``` +TX:150|FREQ:25.50|CONTRACTS:12|TOKENS:5|DEX:45|TYPE:DEX_TRADER|HOURS:8,9,10,14,15|DAYS:1,2,3,4,5 +``` + +## Risk Score + +The risk score (0-100) indicates potential suspicious activity based on: + +- **High Transaction Frequency**: >100 tx/day (+20 points), >50 tx/day (+10 points) +- **Contract Creations**: >5 creations (+15 points) +- **Gas Price Irregularities**: Very high (>10 Gwei) or very low (<1 Gwei) (+10 points) +- **Irregular Activity Patterns**: Few active hours (<3) with many transactions (+15 points) +- **Behavior Type**: BOT classification (+25 points), UNKNOWN with no transactions (+30 points) + +Risk levels: +- **0-24**: Low risk (normal behavior) +- **25-49**: Medium risk (some anomalies) +- **50-74**: High risk (suspicious patterns) +- **75-100**: Critical risk (highly suspicious) + +## Testing + +Run the test suite: + +```bash +npm test +``` + +Run tests in watch mode: + +```bash +npm run test:watch +``` + +All tests should pass. The test suite covers: +- Provider initialization +- Contract detection +- Transaction fetching +- Behavior metrics calculation +- Behavior type classification +- Risk score calculation +- Signature and fingerprint generation +- Error handling + +## Configuration + +### Environment Variables + +The `.env` file (created by `setup.sh`) contains: + +```env +BSC_RPC_URL=https://bsc-dataseed1.binance.org/ +``` + +You can customize the RPC endpoint if needed. Alternative BSC RPC endpoints: +- `https://bsc-dataseed2.binance.org/` +- `https://bsc-dataseed3.binance.org/` +- `https://bsc-dataseed4.binance.org/` +- Or use a custom RPC provider like Infura, Alchemy, etc. + +### Block Range + +The default block range is 10,000 blocks (approximately 3-4 days on BSC). You can adjust this: +- **Smaller range** (1,000-5,000): Faster analysis, less historical data +- **Larger range** (20,000-50,000): More comprehensive analysis, slower processing + +## Limitations + +- Analysis is based on recent blocks only (not full historical data) +- Transaction fetching may be rate-limited by RPC provider +- Token transfer detection relies on Transfer event logs +- Requires active RPC connection to BSC network +- Large block ranges may take significant time to process + +## Use Cases + +- **Security Analysis**: Identify potentially suspicious addresses +- **Bot Detection**: Detect automated trading bots +- **Address Clustering**: Group addresses with similar behavioral patterns +- **Risk Assessment**: Evaluate addresses before interactions +- **Research**: Study on-chain behavior patterns +- **Compliance**: Monitor transaction patterns for regulatory purposes + +## Development + +### Build + +```bash +npm run build +``` + +### Development Mode + +```bash +npm run dev +``` + +## License + +MIT + +## Contributing + +This is a BNBChain Cookbook example project. Feel free to use it as a reference for building similar tools. + +## Support + +For issues related to: +- **BNBChain/BSC**: [BNBChain Documentation](https://docs.bnbchain.org/) +- **ethers.js**: [ethers.js Documentation](https://docs.ethers.org/) + +--- + +**Note**: This tool connects to public BSC RPC endpoints. For production use, consider using a dedicated RPC provider for better reliability and rate limits. The fingerprint is deterministic - the same address with the same transaction history will always generate the same fingerprint. + + + diff --git a/typescript/on-chain-behaviour-fingerprint-generator/app.test.ts b/typescript/on-chain-behaviour-fingerprint-generator/app.test.ts new file mode 100644 index 0000000..8623ca7 --- /dev/null +++ b/typescript/on-chain-behaviour-fingerprint-generator/app.test.ts @@ -0,0 +1,522 @@ +import { + getBSCProvider, + isContract, + fetchTransactions, + calculateBehaviorMetrics, + classifyBehaviorType, + calculateRiskScore, + generateSignature, + generateFingerprint, + generateBehaviorFingerprint, +} from './app'; +import { ethers } from 'ethers'; + +// Mock crypto +jest.mock('crypto'); + +describe('On-Chain Behavior Fingerprint Generator', () => { + const mockProvider = { + getCode: jest.fn(), + getBlockNumber: jest.fn(), + getBlock: jest.fn(), + getTransaction: jest.fn(), + getTransactionReceipt: jest.fn(), + getLogs: jest.fn(), + }; + + const mockBlock = { + number: 1000, + timestamp: 1234567890, + transactions: [], + miner: '0x0000000000000000000000000000000000000000', + }; + + const mockTransaction = { + hash: '0x123', + from: '0xabcdefabcdefabcdefabcdefabcdefabcdefabcd', + to: '0x1234567890123456789012345678901234567890', + value: ethers.parseEther('1'), + gasPrice: ethers.parseUnits('5', 'gwei'), + }; + + beforeEach(() => { + jest.clearAllMocks(); + jest.spyOn(ethers, 'JsonRpcProvider').mockImplementation(() => mockProvider as any); + jest.spyOn(ethers, 'getAddress').mockImplementation((addr) => { + if (!addr) return addr; + return addr.toLowerCase(); + }); + jest.spyOn(ethers, 'zeroPadValue').mockImplementation((addr: any, len: number) => { + const addrStr = typeof addr === 'string' ? addr : '0x' + Buffer.from(addr).toString('hex'); + return '0x' + addrStr.slice(2).padStart(len * 2 - 2, '0'); + }); + }); + + describe('getBSCProvider', () => { + it('should create a BSC provider with default RPC URL', () => { + delete process.env.BSC_RPC_URL; + getBSCProvider(); + expect(ethers.JsonRpcProvider).toHaveBeenCalledWith('https://bsc-dataseed1.binance.org/'); + }); + + it('should create a BSC provider with custom RPC URL from env', () => { + process.env.BSC_RPC_URL = 'https://custom-rpc.com'; + getBSCProvider(); + expect(ethers.JsonRpcProvider).toHaveBeenCalledWith('https://custom-rpc.com'); + }); + }); + + describe('isContract', () => { + it('should return true for contract address', async () => { + mockProvider.getCode.mockResolvedValue('0x608060405234801561001057600080fd5b50'); + const result = await isContract('0x123', mockProvider as any); + expect(result).toBe(true); + expect(mockProvider.getCode).toHaveBeenCalledWith('0x123'); + }); + + it('should return false for EOA address', async () => { + mockProvider.getCode.mockResolvedValue('0x'); + const result = await isContract('0x123', mockProvider as any); + expect(result).toBe(false); + }); + + it('should return false on error', async () => { + mockProvider.getCode.mockRejectedValue(new Error('Network error')); + const result = await isContract('0x123', mockProvider as any); + expect(result).toBe(false); + }); + }); + + describe('fetchTransactions', () => { + it('should fetch transactions for an address', async () => { + mockProvider.getBlockNumber.mockResolvedValue(1000); + mockProvider.getBlock.mockResolvedValue({ + ...mockBlock, + transactions: [mockTransaction], + }); + mockProvider.getTransactionReceipt.mockResolvedValue({ + gasUsed: ethers.parseUnits('21000', 'wei'), + }); + + const result = await fetchTransactions('0xabcdefabcdefabcdefabcdefabcdefabcdefabcd', mockProvider as any, 100); + + expect(result.length).toBeGreaterThan(0); + expect(result[0].from).toBe('0xabcdefabcdefabcdefabcdefabcdefabcdefabcd'); + }); + + it('should handle empty transaction list', async () => { + mockProvider.getBlockNumber.mockResolvedValue(1000); + mockProvider.getBlock.mockResolvedValue({ + ...mockBlock, + transactions: [], + }); + mockProvider.getLogs.mockResolvedValue([]); + + const result = await fetchTransactions('0xabcdefabcdefabcdefabcdefabcdefabcdefabcd', mockProvider as any, 100); + + expect(Array.isArray(result)).toBe(true); + }); + + it('should handle errors gracefully', async () => { + mockProvider.getBlockNumber.mockResolvedValue(1000); + mockProvider.getBlock.mockRejectedValue(new Error('Network error')); + + const result = await fetchTransactions('0xabcdefabcdefabcdefabcdefabcdefabcdefabcd', mockProvider as any, 100); + + expect(Array.isArray(result)).toBe(true); + }); + }); + + describe('calculateBehaviorMetrics', () => { + it('should calculate metrics from transactions', () => { + const transactions = [ + { + hash: '0x1', + timestamp: 1234567890, + from: '0xabc', + to: '0xdef', + value: ethers.parseEther('1'), + gasUsed: ethers.parseUnits('21000', 'wei'), + gasPrice: ethers.parseUnits('5', 'gwei'), + isContractCreation: false, + isTokenTransfer: false, + }, + { + hash: '0x2', + timestamp: 1234567890 + 86400, // 1 day later + from: '0xabc', + to: '0x11111112542D85B3EF69AE05771c2dCCff4fAa26', // DEX router + value: ethers.parseEther('0.5'), + gasUsed: ethers.parseUnits('150000', 'wei'), + gasPrice: ethers.parseUnits('5', 'gwei'), + isContractCreation: false, + isTokenTransfer: false, + }, + ]; + + const metrics = calculateBehaviorMetrics(transactions, '0xabc'); + + expect(metrics.totalTransactions).toBe(2); + expect(metrics.uniqueContracts.size).toBe(2); + expect(metrics.dexInteractions).toBe(1); + expect(metrics.transactionFrequency).toBeGreaterThan(0); + }); + + it('should handle empty transaction list', () => { + const metrics = calculateBehaviorMetrics([], '0xabc'); + + expect(metrics.totalTransactions).toBe(0); + expect(metrics.uniqueContracts.size).toBe(0); + expect(metrics.transactionFrequency).toBe(0); + }); + + it('should identify token transfers', () => { + const transactions = [ + { + hash: '0x1', + timestamp: 1234567890, + from: '0xabc', + to: '0xdef', + value: 0n, + gasUsed: ethers.parseUnits('65000', 'wei'), + gasPrice: ethers.parseUnits('5', 'gwei'), + isContractCreation: false, + isTokenTransfer: true, + tokenAddress: '0xtoken', + }, + ]; + + const metrics = calculateBehaviorMetrics(transactions, '0xabc'); + + expect(metrics.tokenTransfers).toBe(1); + expect(metrics.uniqueTokens.size).toBe(1); + }); + + it('should identify contract creations', () => { + const transactions = [ + { + hash: '0x1', + timestamp: 1234567890, + from: '0xabc', + to: '', + value: ethers.parseEther('0.1'), + gasUsed: ethers.parseUnits('2000000', 'wei'), + gasPrice: ethers.parseUnits('5', 'gwei'), + isContractCreation: true, + isTokenTransfer: false, + }, + ]; + + const metrics = calculateBehaviorMetrics(transactions, '0xabc'); + + expect(metrics.contractCreations).toBe(1); + }); + + it('should calculate active hours and days', () => { + const baseTimestamp = 1234567890; + const transactions = [ + { + hash: '0x1', + timestamp: baseTimestamp, + from: '0xabc', + to: '0xdef', + value: 0n, + gasUsed: ethers.parseUnits('21000', 'wei'), + gasPrice: ethers.parseUnits('5', 'gwei'), + isContractCreation: false, + isTokenTransfer: false, + }, + ]; + + const metrics = calculateBehaviorMetrics(transactions, '0xabc'); + + expect(metrics.activeHours.size).toBeGreaterThan(0); + expect(metrics.activeDays.size).toBeGreaterThan(0); + }); + }); + + describe('classifyBehaviorType', () => { + it('should classify as BOT for high frequency, low value', () => { + const metrics = { + totalTransactions: 100, + uniqueContracts: new Set(['0x1', '0x2']), + uniqueTokens: new Set(), + totalValueTransferred: ethers.parseEther('0.1'), + averageGasUsed: ethers.parseUnits('21000', 'wei'), + averageGasPrice: ethers.parseUnits('5', 'gwei'), + transactionFrequency: 60, + activeHours: new Set([10, 11, 12]), + activeDays: new Set([1, 2, 3]), + dexInteractions: 5, + contractCreations: 0, + tokenTransfers: 0, + averageTransactionValue: ethers.parseEther('0.0009'), + timeSpan: 1, + }; + + const type = classifyBehaviorType(metrics); + expect(type).toBe('BOT'); + }); + + it('should classify as DEX_TRADER for high DEX interactions', () => { + const metrics = { + totalTransactions: 100, + uniqueContracts: new Set(['0x1', '0x2']), + uniqueTokens: new Set(), + totalValueTransferred: ethers.parseEther('10'), + averageGasUsed: ethers.parseUnits('150000', 'wei'), + averageGasPrice: ethers.parseUnits('5', 'gwei'), + transactionFrequency: 10, + activeHours: new Set([10, 11, 12]), + activeDays: new Set([1, 2, 3]), + dexInteractions: 40, // 40% of transactions + contractCreations: 0, + tokenTransfers: 0, + averageTransactionValue: ethers.parseEther('0.1'), + timeSpan: 10, + }; + + const type = classifyBehaviorType(metrics); + expect(type).toBe('DEX_TRADER'); + }); + + it('should classify as WHALE for high value transactions', () => { + const metrics = { + totalTransactions: 10, + uniqueContracts: new Set(['0x1']), + uniqueTokens: new Set(), + totalValueTransferred: ethers.parseEther('2000'), + averageGasUsed: ethers.parseUnits('21000', 'wei'), + averageGasPrice: ethers.parseUnits('5', 'gwei'), + transactionFrequency: 1, + activeHours: new Set([10]), + activeDays: new Set([1]), + dexInteractions: 0, + contractCreations: 0, + tokenTransfers: 0, + averageTransactionValue: ethers.parseEther('200'), + timeSpan: 10, + }; + + const type = classifyBehaviorType(metrics); + expect(type).toBe('WHALE'); + }); + + it('should classify as CONTRACT_INTERACTOR for many contracts', () => { + const contracts = new Set(); + for (let i = 0; i < 25; i++) { + contracts.add(`0x${i.toString().padStart(40, '0')}`); + } + + const metrics = { + totalTransactions: 50, + uniqueContracts: contracts, + uniqueTokens: new Set(), + totalValueTransferred: ethers.parseEther('10'), + averageGasUsed: ethers.parseUnits('100000', 'wei'), + averageGasPrice: ethers.parseUnits('5', 'gwei'), + transactionFrequency: 5, + activeHours: new Set([10, 11]), + activeDays: new Set([1, 2]), + dexInteractions: 5, + contractCreations: 2, + tokenTransfers: 0, + averageTransactionValue: ethers.parseEther('0.2'), + timeSpan: 10, + }; + + const type = classifyBehaviorType(metrics); + expect(type).toBe('CONTRACT_INTERACTOR'); + }); + + it('should classify as NORMAL for typical behavior', () => { + const metrics = { + totalTransactions: 20, + uniqueContracts: new Set(['0x1', '0x2', '0x3']), + uniqueTokens: new Set(['0xtoken1']), + totalValueTransferred: ethers.parseEther('5'), + averageGasUsed: ethers.parseUnits('50000', 'wei'), + averageGasPrice: ethers.parseUnits('5', 'gwei'), + transactionFrequency: 2, + activeHours: new Set([10, 14, 18]), + activeDays: new Set([1, 3, 5]), + dexInteractions: 2, + contractCreations: 0, + tokenTransfers: 5, + averageTransactionValue: ethers.parseEther('0.25'), + timeSpan: 10, + }; + + const type = classifyBehaviorType(metrics); + expect(type).toBe('NORMAL'); + }); + + it('should classify as UNKNOWN for no transactions', () => { + const metrics = { + totalTransactions: 0, + uniqueContracts: new Set(), + uniqueTokens: new Set(), + totalValueTransferred: 0n, + averageGasUsed: 0n, + averageGasPrice: 0n, + transactionFrequency: 0, + activeHours: new Set(), + activeDays: new Set(), + dexInteractions: 0, + contractCreations: 0, + tokenTransfers: 0, + averageTransactionValue: 0n, + timeSpan: 0, + }; + + const type = classifyBehaviorType(metrics); + expect(type).toBe('UNKNOWN'); + }); + }); + + describe('calculateRiskScore', () => { + it('should calculate low risk score for normal behavior', () => { + const metrics = { + totalTransactions: 10, + uniqueContracts: new Set(['0x1']), + uniqueTokens: new Set(), + totalValueTransferred: ethers.parseEther('1'), + averageGasUsed: ethers.parseUnits('50000', 'wei'), + averageGasPrice: ethers.parseUnits('5', 'gwei'), + transactionFrequency: 1, + activeHours: new Set([10, 11, 12, 13, 14]), + activeDays: new Set([1, 2, 3, 4, 5]), + dexInteractions: 0, + contractCreations: 0, + tokenTransfers: 0, + averageTransactionValue: ethers.parseEther('0.1'), + timeSpan: 10, + }; + + const score = calculateRiskScore(metrics, 'NORMAL'); + expect(score).toBeLessThan(30); + }); + + it('should calculate high risk score for bot behavior', () => { + const metrics = { + totalTransactions: 200, + uniqueContracts: new Set(['0x1']), + uniqueTokens: new Set(), + totalValueTransferred: ethers.parseEther('0.1'), + averageGasUsed: ethers.parseUnits('21000', 'wei'), + averageGasPrice: ethers.parseUnits('1', 'gwei'), + transactionFrequency: 150, + activeHours: new Set([10]), + activeDays: new Set([1]), + dexInteractions: 0, + contractCreations: 10, + tokenTransfers: 0, + averageTransactionValue: ethers.parseEther('0.0005'), + timeSpan: 1, + }; + + const score = calculateRiskScore(metrics, 'BOT'); + expect(score).toBeGreaterThan(50); + }); + + it('should cap risk score at 100', () => { + const metrics = { + totalTransactions: 1000, + uniqueContracts: new Set(), + uniqueTokens: new Set(), + totalValueTransferred: 0n, + averageGasUsed: 0n, + averageGasPrice: ethers.parseUnits('20', 'gwei'), + transactionFrequency: 200, + activeHours: new Set([10]), + activeDays: new Set([1]), + dexInteractions: 0, + contractCreations: 20, + tokenTransfers: 0, + averageTransactionValue: 0n, + timeSpan: 1, + }; + + const score = calculateRiskScore(metrics, 'BOT'); + expect(score).toBeLessThanOrEqual(100); + }); + }); + + describe('generateSignature', () => { + it('should generate signature string from metrics', () => { + const metrics = { + totalTransactions: 10, + uniqueContracts: new Set(['0x1', '0x2']), + uniqueTokens: new Set(['0xtoken1']), + totalValueTransferred: ethers.parseEther('1'), + averageGasUsed: ethers.parseUnits('50000', 'wei'), + averageGasPrice: ethers.parseUnits('5', 'gwei'), + transactionFrequency: 2.5, + activeHours: new Set([10, 14]), + activeDays: new Set([1, 3]), + dexInteractions: 2, + contractCreations: 0, + tokenTransfers: 5, + averageTransactionValue: ethers.parseEther('0.1'), + timeSpan: 5, + }; + + const signature = generateSignature(metrics, 'NORMAL'); + expect(signature).toContain('TX:10'); + expect(signature).toContain('FREQ:2.50'); + expect(signature).toContain('CONTRACTS:2'); + expect(signature).toContain('TOKENS:1'); + expect(signature).toContain('DEX:2'); + expect(signature).toContain('TYPE:NORMAL'); + }); + }); + + describe('generateFingerprint', () => { + it('should generate SHA-256 hash from signature', () => { + const { createHash } = require('crypto'); + const mockHash = { + update: jest.fn().mockReturnThis(), + digest: jest.fn().mockReturnValue('abc123def456'), + }; + createHash.mockReturnValue(mockHash); + + const signature = 'TX:10|FREQ:2.5|TYPE:NORMAL'; + const fingerprint = generateFingerprint(signature); + + expect(createHash).toHaveBeenCalledWith('sha256'); + expect(mockHash.update).toHaveBeenCalledWith(signature); + expect(mockHash.digest).toHaveBeenCalledWith('hex'); + expect(fingerprint).toBe('abc123def456'); + }); + }); + + describe('generateBehaviorFingerprint', () => { + it('should generate complete fingerprint', async () => { + const { createHash } = require('crypto'); + const mockHash = { + update: jest.fn().mockReturnThis(), + digest: jest.fn().mockReturnValue('testfingerprint123'), + }; + createHash.mockReturnValue(mockHash); + + mockProvider.getBlockNumber.mockResolvedValue(1000); + mockProvider.getBlock.mockResolvedValue({ + ...mockBlock, + transactions: [], + }); + mockProvider.getLogs.mockResolvedValue([]); + + const result = await generateBehaviorFingerprint('0xabcdefabcdefabcdefabcdefabcdefabcdefabcd', 100); + + expect(result.address).toBe('0xabcdefabcdefabcdefabcdefabcdefabcdefabcd'); + expect(result.fingerprint).toBe('testfingerprint123'); + expect(result.metrics).toBeDefined(); + expect(result.behaviorType).toBeDefined(); + expect(result.riskScore).toBeGreaterThanOrEqual(0); + expect(result.riskScore).toBeLessThanOrEqual(100); + }); + }); +}); + + + diff --git a/typescript/on-chain-behaviour-fingerprint-generator/app.ts b/typescript/on-chain-behaviour-fingerprint-generator/app.ts new file mode 100644 index 0000000..afe0bbe --- /dev/null +++ b/typescript/on-chain-behaviour-fingerprint-generator/app.ts @@ -0,0 +1,455 @@ +import { ethers } from 'ethers'; +import * as dotenv from 'dotenv'; +import { createHash } from 'crypto'; +import { startServer } from './server'; + +dotenv.config(); + +// Common DEX router addresses on BSC +const COMMON_DEX_ROUTERS = [ + '0x10ED43C718714eb63d5aA57B78B54704E256024E', // PancakeSwap Router V2 + '0x13f4EA83D0bd40E75C8222255bc855a974568Dd4', // PancakeSwap Router V3 + '0x11111112542D85B3EF69AE05771c2dCCff4fAa26', // 1inch Router + '0x05fF2B0DB69458A0750badebc4f9e13AdD608C7F', // PancakeSwap Router V1 +]; + +// ERC-20 Transfer event signature +const TRANSFER_EVENT_TOPIC = '0xddf252ad1be2c89b69c2b068fc378daa952ba7f163c4a11628f55a4df523b3ef'; + +export interface TransactionPattern { + hash: string; + timestamp: number; + from: string; + to: string; + value: bigint; + gasUsed: bigint; + gasPrice: bigint; + isContractCreation: boolean; + isTokenTransfer: boolean; + tokenAddress?: string; +} + +export interface BehaviorMetrics { + totalTransactions: number; + uniqueContracts: Set; + uniqueTokens: Set; + totalValueTransferred: bigint; + averageGasUsed: bigint; + averageGasPrice: bigint; + transactionFrequency: number; // transactions per day + activeHours: Set; // UTC hours when transactions occur + activeDays: Set; // Day of week (0-6, Sunday-Saturday) + dexInteractions: number; + contractCreations: number; + tokenTransfers: number; + averageTransactionValue: bigint; + timeSpan: number; // days +} + +export interface BehaviorFingerprint { + address: string; + metrics: BehaviorMetrics; + fingerprint: string; // SHA-256 hash of behavioral signature + signature: string; // Human-readable signature + riskScore: number; // 0-100, higher = more suspicious + behaviorType: 'NORMAL' | 'BOT' | 'DEX_TRADER' | 'WHALE' | 'CONTRACT_INTERACTOR' | 'UNKNOWN'; +} + +/** + * Get provider for BSC network + */ +export function getBSCProvider(): ethers.Provider { + const rpcUrl = process.env.BSC_RPC_URL || 'https://bsc-dataseed1.binance.org/'; + return new ethers.JsonRpcProvider(rpcUrl); +} + +/** + * Check if an address is a contract + */ +export async function isContract(address: string, provider: ethers.Provider): Promise { + try { + const code = await provider.getCode(address); + return code !== '0x' && code !== ''; + } catch (error) { + return false; + } +} + +/** + * Fetch transactions for an address + */ +export async function fetchTransactions( + address: string, + provider: ethers.Provider, + blockRange: number = 10000 +): Promise { + const normalizedAddress = ethers.getAddress(address); + const latestBlock = await provider.getBlockNumber(); + const startBlock = Math.max(0, latestBlock - blockRange); + + const transactions: TransactionPattern[] = []; + const processedHashes = new Set(); + + // Fetch sent transactions + for (let i = latestBlock; i >= startBlock; i -= 1000) { + try { + const block = await provider.getBlock(i, true); + if (!block || !block.transactions) continue; + + for (const tx of block.transactions) { + if (typeof tx === 'string') continue; + + // TypeScript type narrowing: after the string check, tx is TransactionResponse + const txResponse = tx as ethers.TransactionResponse; + const txHash = txResponse.hash; + if (processedHashes.has(txHash)) continue; + + if (txResponse.from?.toLowerCase() === normalizedAddress.toLowerCase()) { + const receipt = await provider.getTransactionReceipt(txHash).catch(() => null); + + transactions.push({ + hash: txHash, + timestamp: block.timestamp, + from: txResponse.from, + to: txResponse.to || '', + value: txResponse.value || 0n, + gasUsed: receipt?.gasUsed || 0n, + gasPrice: txResponse.gasPrice || 0n, + isContractCreation: !txResponse.to, + isTokenTransfer: false, + }); + + processedHashes.add(txHash); + } + } + } catch (error) { + // Continue on error + continue; + } + } + + // Fetch token transfer events + try { + // Pad address to 32 bytes for topic filter + const addressTopic = ethers.zeroPadValue(normalizedAddress, 32); + const transferFilter = { + fromBlock: startBlock, + toBlock: latestBlock, + topics: [ + TRANSFER_EVENT_TOPIC, + addressTopic, // from address + ], + }; + + const logs = await provider.getLogs(transferFilter).catch(() => []); + + for (const log of logs) { + if (processedHashes.has(log.transactionHash)) continue; + + try { + const tx = await provider.getTransaction(log.transactionHash); + const receipt = await provider.getTransactionReceipt(log.transactionHash); + if (!receipt) continue; + + const block = await provider.getBlock(receipt.blockNumber); + + transactions.push({ + hash: log.transactionHash, + timestamp: block?.timestamp || 0, + from: normalizedAddress, + to: ethers.getAddress('0x' + log.topics[2].slice(26)), + value: 0n, + gasUsed: receipt?.gasUsed || 0n, + gasPrice: tx?.gasPrice || 0n, + isContractCreation: false, + isTokenTransfer: true, + tokenAddress: log.address, + }); + + processedHashes.add(log.transactionHash); + } catch (error) { + continue; + } + } + } catch (error) { + // Continue if event fetching fails + } + + // Sort by timestamp (newest first) + return transactions.sort((a, b) => b.timestamp - a.timestamp); +} + +/** + * Calculate behavior metrics from transactions + */ +export function calculateBehaviorMetrics( + transactions: TransactionPattern[], + address: string +): BehaviorMetrics { + if (transactions.length === 0) { + return { + totalTransactions: 0, + uniqueContracts: new Set(), + uniqueTokens: new Set(), + totalValueTransferred: 0n, + averageGasUsed: 0n, + averageGasPrice: 0n, + transactionFrequency: 0, + activeHours: new Set(), + activeDays: new Set(), + dexInteractions: 0, + contractCreations: 0, + tokenTransfers: 0, + averageTransactionValue: 0n, + timeSpan: 0, + }; + } + + const uniqueContracts = new Set(); + const uniqueTokens = new Set(); + let totalValue = 0n; + let totalGasUsed = 0n; + let totalGasPrice = 0n; + const activeHours = new Set(); + const activeDays = new Set(); + let dexInteractions = 0; + let contractCreations = 0; + let tokenTransfers = 0; + + const timestamps = transactions.map(tx => tx.timestamp); + const minTimestamp = Math.min(...timestamps); + const maxTimestamp = Math.max(...timestamps); + const timeSpan = (maxTimestamp - minTimestamp) / (24 * 60 * 60); // days + + for (const tx of transactions) { + if (tx.to) { + uniqueContracts.add(tx.to.toLowerCase()); + + // Check if it's a DEX router + if (COMMON_DEX_ROUTERS.some(router => router.toLowerCase() === tx.to.toLowerCase())) { + dexInteractions++; + } + } + + if (tx.isTokenTransfer && tx.tokenAddress) { + uniqueTokens.add(tx.tokenAddress.toLowerCase()); + tokenTransfers++; + } + + if (tx.isContractCreation) { + contractCreations++; + } + + totalValue += tx.value; + totalGasUsed += tx.gasUsed; + totalGasPrice += tx.gasPrice; + + // Extract hour and day from timestamp + const date = new Date(tx.timestamp * 1000); + activeHours.add(date.getUTCHours()); + activeDays.add(date.getUTCDay()); + } + + const avgGasUsed = transactions.length > 0 ? totalGasUsed / BigInt(transactions.length) : 0n; + const avgGasPrice = transactions.length > 0 ? totalGasPrice / BigInt(transactions.length) : 0n; + const avgTxValue = transactions.length > 0 ? totalValue / BigInt(transactions.length) : 0n; + const frequency = timeSpan > 0 ? transactions.length / timeSpan : 0; + + return { + totalTransactions: transactions.length, + uniqueContracts, + uniqueTokens, + totalValueTransferred: totalValue, + averageGasUsed: avgGasUsed, + averageGasPrice: avgGasPrice, + transactionFrequency: frequency, + activeHours, + activeDays, + dexInteractions, + contractCreations, + tokenTransfers, + averageTransactionValue: avgTxValue, + timeSpan: timeSpan || 1, + }; +} + +/** + * Classify behavior type based on metrics + */ +export function classifyBehaviorType(metrics: BehaviorMetrics): BehaviorFingerprint['behaviorType'] { + // If no transactions, return UNKNOWN + if (metrics.totalTransactions === 0) { + return 'UNKNOWN'; + } + + // High frequency, low value = likely bot + // Adjusted threshold: frequency > 30 (instead of 50) and value < 0.001 BNB (1e15 wei) + if (metrics.transactionFrequency > 30 && Number(metrics.averageTransactionValue) < 1e15) { + return 'BOT'; + } + + // High DEX interactions = DEX trader + // Lower threshold: > 20% of transactions (instead of 30%) + if (metrics.totalTransactions > 0 && metrics.dexInteractions > metrics.totalTransactions * 0.2) { + return 'DEX_TRADER'; + } + + // High value transfers = whale + // Lower threshold: > 50 BNB average (1e19 wei instead of 1e20) + if (Number(metrics.averageTransactionValue) > 1e19) { + return 'WHALE'; + } + + // Many contract interactions = contract interactor + // Lower threshold: > 10 unique contracts (instead of 20) + if (metrics.uniqueContracts.size > 10 && metrics.contractCreations > 0) { + return 'CONTRACT_INTERACTOR'; + } + + // If has token transfers but not enough for other categories + if (metrics.tokenTransfers > metrics.totalTransactions * 0.5) { + return 'NORMAL'; + } + + // Default to normal for any address with transactions + return 'NORMAL'; +} + +/** + * Calculate risk score (0-100) + */ +export function calculateRiskScore(metrics: BehaviorMetrics, behaviorType: BehaviorFingerprint['behaviorType']): number { + let score = 0; + + // High transaction frequency can indicate bot activity + if (metrics.transactionFrequency > 100) score += 20; + else if (metrics.transactionFrequency > 50) score += 10; + + // Many contract creations might indicate suspicious activity + if (metrics.contractCreations > 5) score += 15; + + // Very high or very low gas prices might indicate automation + const avgGasPriceGwei = Number(metrics.averageGasPrice) / 1e9; + if (avgGasPriceGwei > 10 || avgGasPriceGwei < 1) score += 10; + + // Irregular activity patterns + if (metrics.activeHours.size < 3 && metrics.totalTransactions > 10) score += 15; + + // Behavior type adjustments + if (behaviorType === 'BOT') score += 25; + if (behaviorType === 'UNKNOWN' && metrics.totalTransactions === 0) score += 30; + + return Math.min(100, score); +} + +/** + * Generate behavioral signature string + */ +export function generateSignature(metrics: BehaviorMetrics, behaviorType: BehaviorFingerprint['behaviorType']): string { + const parts = [ + `TX:${metrics.totalTransactions}`, + `FREQ:${metrics.transactionFrequency.toFixed(2)}`, + `CONTRACTS:${metrics.uniqueContracts.size}`, + `TOKENS:${metrics.uniqueTokens.size}`, + `DEX:${metrics.dexInteractions}`, + `TYPE:${behaviorType}`, + `HOURS:${Array.from(metrics.activeHours).sort().join(',')}`, + `DAYS:${Array.from(metrics.activeDays).sort().join(',')}`, + ]; + return parts.join('|'); +} + +/** + * Generate fingerprint hash from signature + */ +export function generateFingerprint(signature: string): string { + return createHash('sha256').update(signature).digest('hex'); +} + +/** + * Generate complete behavior fingerprint for an address + */ +export async function generateBehaviorFingerprint( + address: string, + blockRange: number = 10000 +): Promise { + const provider = getBSCProvider(); + const normalizedAddress = ethers.getAddress(address); + + // Fetch transactions + const transactions = await fetchTransactions(normalizedAddress, provider, blockRange); + + // Calculate metrics + const metrics = calculateBehaviorMetrics(transactions, normalizedAddress); + + // Classify behavior + const behaviorType = classifyBehaviorType(metrics); + + // Calculate risk score + const riskScore = calculateRiskScore(metrics, behaviorType); + + // Generate signature and fingerprint + const signature = generateSignature(metrics, behaviorType); + const fingerprint = generateFingerprint(signature); + + return { + address: normalizedAddress, + metrics, + fingerprint, + signature, + riskScore, + behaviorType, + }; +} + +/** + * Main function for CLI usage + */ +export async function main() { + const address = process.env.ADDRESS || process.argv[2]; + const blockRange = parseInt(process.env.BLOCK_RANGE || process.argv[3] || '10000', 10); + + if (!address) { + console.error('Usage: npm run cli [address] [block-range]'); + console.error('Or set ADDRESS and optionally BLOCK_RANGE in .env file'); + console.error('Note: Use "npm start" to launch the web UI'); + process.exit(1); + } + + console.log(`Generating behavior fingerprint for: ${address}`); + console.log(`Analyzing last ${blockRange} blocks...\n`); + + try { + const result = await generateBehaviorFingerprint(address, blockRange); + + console.log('Behavior Fingerprint:'); + console.log('='.repeat(60)); + console.log(`Address: ${result.address}`); + console.log(`Fingerprint: ${result.fingerprint}`); + console.log(`Behavior Type: ${result.behaviorType}`); + console.log(`Risk Score: ${result.riskScore}/100`); + console.log(`\nMetrics:`); + console.log(` Total Transactions: ${result.metrics.totalTransactions}`); + console.log(` Transaction Frequency: ${result.metrics.transactionFrequency.toFixed(2)} tx/day`); + console.log(` Unique Contracts: ${result.metrics.uniqueContracts.size}`); + console.log(` Unique Tokens: ${result.metrics.uniqueTokens.size}`); + console.log(` DEX Interactions: ${result.metrics.dexInteractions}`); + console.log(` Token Transfers: ${result.metrics.tokenTransfers}`); + console.log(` Contract Creations: ${result.metrics.contractCreations}`); + console.log(` Time Span: ${result.metrics.timeSpan.toFixed(2)} days`); + console.log(` Active Hours: ${Array.from(result.metrics.activeHours).sort().join(', ')}`); + console.log(` Active Days: ${Array.from(result.metrics.activeDays).sort().join(', ')}`); + console.log(`\nSignature: ${result.signature}`); + } catch (error) { + console.error('Error:', error instanceof Error ? error.message : error); + process.exit(1); + } +} + +// Run if executed directly +if (require.main === module) { + // Always start the UI server when running npm start + const port = parseInt(process.env.PORT || '3000'); + startServer(port); +} + diff --git a/typescript/on-chain-behaviour-fingerprint-generator/env.template b/typescript/on-chain-behaviour-fingerprint-generator/env.template new file mode 100644 index 0000000..87c43d5 --- /dev/null +++ b/typescript/on-chain-behaviour-fingerprint-generator/env.template @@ -0,0 +1,11 @@ +# BSC RPC Endpoint +BSC_RPC_URL=https://bsc-dataseed1.binance.org/ + +# Address to analyze (optional - can also be passed as argument) +ADDRESS= + +# Block range to analyze (default: 10000) +BLOCK_RANGE=10000 + +# Server port (default: 3001) +PORT=3001 diff --git a/typescript/on-chain-behaviour-fingerprint-generator/index.html b/typescript/on-chain-behaviour-fingerprint-generator/index.html new file mode 100644 index 0000000..edbc66f --- /dev/null +++ b/typescript/on-chain-behaviour-fingerprint-generator/index.html @@ -0,0 +1,753 @@ + + + + + + On-Chain Behavior Fingerprint Generator - BNBChain Cookbook + + + +
+
+

๐Ÿ” On-Chain Behavior Fingerprint

+ +

What is this?

+

+ This tool analyzes on-chain transaction patterns of addresses on BNB Smart Chain (BSC) + to generate a unique behavioral fingerprint. The fingerprint captures transaction patterns, + timing, and interaction types to create a unique signature for each address. +

+ +

Why is this useful?

+

+ Behavioral fingerprints can help identify: +

+
    +
  • Bot Activity: Automated trading bots often have distinct patterns
    • +
  • DEX Traders: Frequent DEX interactions indicate active traders
    • +
  • Whales: Large value transfers identify high-value addresses
    • +
  • Contract Interactors: Addresses that frequently interact with smart contracts
    • +
  • Risk Assessment: Unusual patterns may indicate suspicious activity
    • +
+ +

Behavior Types

+
    +
  • + NORMAL + Standard user behavior with typical transaction patterns +
    • +
  • + DEX_TRADER + High frequency of DEX router interactions +
    • +
  • + WHALE + Large value transactions indicating high-net-worth addresses +
    • +
  • + BOT + High transaction frequency with low values, indicating automation +
    • +
  • + CONTRACT_INTERACTOR + Frequent interactions with various smart contracts +
    • +
  • + UNKNOWN + Insufficient data to classify behavior +
    • +
+ +

How it works

+
    +
  1. Enter a BSC address to analyze
    2. +
  2. Optionally specify block range (default: 10,000 blocks)
    3. +
  3. Click "Generate Fingerprint" to analyze transactions
    4. +
  4. Review the unique fingerprint, behavior type, and metrics
    5. +
+ +

Fingerprint Components

+

+ The fingerprint is a SHA-256 hash generated from: +

+
    +
  • Transaction count and frequency
    • +
  • Number of unique contracts and tokens
    • +
  • DEX interaction patterns
    • +
  • Active hours and days of activity
    • +
  • Behavior classification
    • +
+ +

Risk Score

+

+ The risk score (0-100) indicates potential suspicious activity based on: +

+
    +
  • Transaction frequency anomalies
    • +
  • Contract creation patterns
    • +
  • Gas price irregularities
    • +
  • Activity timing patterns
    • +
+
+ +
+

Generate Behavior Fingerprint

+ +
+ + +
+ +
+ +
+ + + + + + +
+
+ +
+ + +
+ + + + +
+ +

Analyzing on-chain behavior...

+

This may take a moment depending on transaction history

+
+ + + +
+
+
+ + + + + + + diff --git a/typescript/on-chain-behaviour-fingerprint-generator/jest.config.js b/typescript/on-chain-behaviour-fingerprint-generator/jest.config.js new file mode 100644 index 0000000..37dae21 --- /dev/null +++ b/typescript/on-chain-behaviour-fingerprint-generator/jest.config.js @@ -0,0 +1,23 @@ +module.exports = { + preset: 'ts-jest', + testEnvironment: 'node', + roots: [''], + testMatch: ['**/*.test.ts'], + collectCoverageFrom: [ + 'app.ts', + '!**/*.test.ts', + '!**/node_modules/**', + '!**/dist/**' + ], + coverageThreshold: { + global: { + branches: 80, + functions: 80, + lines: 80, + statements: 80 + } + } +}; + + + diff --git a/typescript/on-chain-behaviour-fingerprint-generator/package-lock.json b/typescript/on-chain-behaviour-fingerprint-generator/package-lock.json new file mode 100644 index 0000000..d4e25d4 --- /dev/null +++ b/typescript/on-chain-behaviour-fingerprint-generator/package-lock.json @@ -0,0 +1,5066 @@ +{ + "name": 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behavioral fingerprints from on-chain transaction patterns on BSC", + "main": "dist/app.js", + "scripts": { + "build": "tsc", + "start": "node dist/app.js", + "cli": "node dist/app.js cli", + "start:ui": "node dist/server.js", + "test": "jest", + "test:watch": "jest --watch", + "dev": "ts-node app.ts", + "dev:ui": "ts-node server.ts" + }, + "keywords": [ + "bnbchain", + "bsc", + "ethereum", + "fingerprint", + "behavior", + "analytics", + "on-chain" + ], + "author": "", + "license": "MIT", + "dependencies": { + "ethers": "^6.9.0", + "dotenv": "^16.3.1", + "express": "^4.18.2" + }, + "devDependencies": { + "@types/jest": "^29.5.11", + "@types/node": "^20.10.6", + "@types/express": "^4.17.21", + "jest": "^29.7.0", + "ts-jest": "^29.1.1", + "ts-node": "^10.9.2", + "typescript": "^5.3.3" + } +} + + + diff --git a/typescript/on-chain-behaviour-fingerprint-generator/server.ts b/typescript/on-chain-behaviour-fingerprint-generator/server.ts new file mode 100644 index 0000000..f264d10 --- /dev/null +++ b/typescript/on-chain-behaviour-fingerprint-generator/server.ts @@ -0,0 +1,100 @@ +import express from 'express'; +import path from 'path'; +import * as net from 'net'; +import { generateBehaviorFingerprint } from './app'; + +const app = express(); +const DESIRED_PORT = process.env.PORT ? parseInt(process.env.PORT) : 3000; + +// Export startServer function for use in app.ts +export function startServer(desiredPort: number = 3000) { + return findAvailablePort(desiredPort) + .then((port) => { + app.listen(port, () => { + console.log(`Server running at http://localhost:${port}`); + console.log(`Open http://localhost:${port} in your browser to use the UI`); + if (port !== desiredPort) { + console.log(`Note: Port ${desiredPort} was in use, using port ${port} instead`); + } + }); + }) + .catch((err) => { + console.error('Failed to find available port:', err); + process.exit(1); + }); +} + +/** + * Find the next available port starting from the desired port + */ +function findAvailablePort(startPort: number): Promise { + return new Promise((resolve, reject) => { + const server = net.createServer(); + + server.listen(startPort, () => { + const port = (server.address() as net.AddressInfo).port; + server.close(() => resolve(port)); + }); + + server.on('error', (err: NodeJS.ErrnoException) => { + if (err.code === 'EADDRINUSE') { + // Port is in use, try next port + findAvailablePort(startPort + 1).then(resolve).catch(reject); + } else { + reject(err); + } + }); + }); +} + +// Middleware +app.use(express.json()); +// Serve static files from the root directory (one level up from dist) +app.use(express.static(path.join(__dirname, '..'))); + +// Serve the HTML file +app.get('/', (req, res) => { + res.sendFile(path.join(__dirname, '..', 'index.html')); +}); + +// API endpoint to generate fingerprint +app.post('/api/fingerprint', async (req, res) => { + try { + const { address, blockRange = 10000 } = req.body; + + if (!address) { + return res.status(400).json({ error: 'Address is required' }); + } + + const result = await generateBehaviorFingerprint(address, blockRange); + + // Convert Sets to Arrays for JSON serialization + const response = { + ...result, + metrics: { + ...result.metrics, + uniqueContracts: Array.from(result.metrics.uniqueContracts), + uniqueTokens: Array.from(result.metrics.uniqueTokens), + activeHours: Array.from(result.metrics.activeHours), + activeDays: Array.from(result.metrics.activeDays), + // Convert BigInt to string for JSON + totalValueTransferred: result.metrics.totalValueTransferred.toString(), + averageGasUsed: result.metrics.averageGasUsed.toString(), + averageGasPrice: result.metrics.averageGasPrice.toString(), + averageTransactionValue: result.metrics.averageTransactionValue.toString(), + }, + }; + + res.json(response); + } catch (error) { + console.error('Error generating fingerprint:', error); + res.status(500).json({ + error: error instanceof Error ? error.message : 'Unknown error occurred' + }); + } +}); + +// Auto-start server if this file is run directly +if (require.main === module) { + startServer(DESIRED_PORT); +} diff --git a/typescript/on-chain-behaviour-fingerprint-generator/setup.sh b/typescript/on-chain-behaviour-fingerprint-generator/setup.sh new file mode 100644 index 0000000..1135582 --- /dev/null +++ b/typescript/on-chain-behaviour-fingerprint-generator/setup.sh @@ -0,0 +1,78 @@ +#!/bin/bash + +# BNBChain Cookbook - On-Chain Behavior Fingerprint Generator Setup Script +# This script provides a hassle-free setup for evaluators + +set -e # Exit on error + +echo "๐Ÿš€ Setting up On-Chain Behavior Fingerprint Generator..." +echo "" + +# Check if Node.js is installed +if ! command -v node &> /dev/null; then + echo "โŒ Error: Node.js is not installed. Please install Node.js 18+ first." + exit 1 +fi + +# Check Node.js version +NODE_VERSION=$(node -v | cut -d'v' -f2 | cut -d'.' -f1) +if [ "$NODE_VERSION" -lt 18 ]; then + echo "โŒ Error: Node.js version 18+ is required. Current version: $(node -v)" + exit 1 +fi + +echo "โœ… Node.js $(node -v) detected" +echo "" + +# Install dependencies +echo "๐Ÿ“ฆ Installing dependencies..." +npm install +echo "" + +# Create .env file if it doesn't exist +if [ ! -f .env ]; then + echo "๐Ÿ“ Creating .env file with default BSC RPC configuration..." + if [ -f env.template ]; then + cp env.template .env + echo "โœ… .env file created from template" + else + cat > .env << EOF +# BSC RPC Endpoint +BSC_RPC_URL=https://bsc-dataseed1.binance.org/ +EOF + echo "โœ… .env file created" + fi +else + echo "โ„น๏ธ .env file already exists, skipping..." +fi +echo "" + +# Build TypeScript +echo "๐Ÿ”จ Building TypeScript..." +npm run build +echo "" + +# Run tests +echo "๐Ÿงช Running tests..." +if npm test; then + echo "" + echo "โœ… All tests passed!" +else + echo "" + echo "โš ๏ธ Some tests failed, but setup completed. Please review test output." +fi +echo "" + +echo "โœจ Setup complete!" +echo "" +echo "๐Ÿ“‹ Next steps:" +echo " 1. Open index.html in your browser to use the web UI" +echo " 2. Or run: npm start
[block-range] for CLI usage" +echo "" +echo "Example CLI usage:" +echo " npm start 0x1234567890123456789012345678901234567890" +echo " npm start 0x1234567890123456789012345678901234567890 5000" +echo "" + + + diff --git a/typescript/on-chain-behaviour-fingerprint-generator/tsconfig.json b/typescript/on-chain-behaviour-fingerprint-generator/tsconfig.json new file mode 100644 index 0000000..6bbb96e --- /dev/null +++ b/typescript/on-chain-behaviour-fingerprint-generator/tsconfig.json @@ -0,0 +1,23 @@ +{ + "compilerOptions": { + "target": "ES2020", + "module": "commonjs", + "lib": ["ES2020"], + "outDir": "./dist", + "rootDir": "./", + "strict": true, + "esModuleInterop": true, + "skipLibCheck": true, + "forceConsistentCasingInFileNames": true, + "resolveJsonModule": true, + "moduleResolution": "node", + "declaration": true, + "declarationMap": true, + "sourceMap": true + }, + "include": ["**/*.ts"], + "exclude": ["node_modules", "dist", "**/*.test.ts"] +} + + +