量化交易是指将计算机程序和系统性交易策略结合起来,使用数学模型和统计分析,通过算法自动判断交易买卖时机,并自动执行交易的过程。
量化交易具有高效性、精确性和纪律性的特点,能够在瞬间完成决策并执行交易,减少人为干预,提高交易决策的精准性和稳定性。
Quantitative trading is usually divided into the following steps:
1.Setting trading strategies:Before programming,various algorithms and trading strategies need to be developed based on market conditions and historical prices,trading volumes,fundamental data,and other information of individual securities,providing an appropriate rule basis for the program.
2.Programming:Based on trading strategies,write program code,and conduct testing and confirmation on a computer platform to ensure the stability and effectiveness of the program.
3.Monitor the market:the program will automatically collect and analyze Market data,judge Market trend and price changes,and then determine whether to open positions,adjust positions and stop losses.
4.Execute transactions:The program automatically performs operations such as opening,closing,adjusting positions,and stopping losses based on pre-set trading rulesTo maximize profits.Based on real-time profitability,the program will continuously adjust trading strategies to further optimize trading effectiveness.
using LowGasSafeMath for int256;
using SafeCast for uint256;
using SafeCast for int256;
using Tick for mapping(int24=>Tick.Info);
using TickBitmap for mapping(int16=>uint256);
using Position for mapping(bytes32=>Position.Info);
using Position for Position.Info;
using Oracle for Oracle.Observation[65535];
///inheritdoc IUniswapV3PoolImmutables
address public immutable override factory;
///inheritdoc IUniswapV3PoolImmutables
address public immutable override token0;
///inheritdoc IUniswapV3PoolImmutables
address public immutable override token1;
///inheritdoc IUniswapV3PoolImmutables
uint24 public immutable override fee;
///inheritdoc IUniswapV3PoolImmutables
int24 public immutable override tickSpacing;//刻度间隔
///inheritdoc IUniswapV3PoolImmutables
uint128 public immutable override maxLiquidityPerTick;//可使用范围内任何刻度的头寸流动性的最大金额
struct Slot0{
//the current price
uint160 sqrtPriceX96;
//the current tick
int24 tick;
//the most-recently updated index of the observations array
uint16 observationIndex;
//the current maximum number of observations that are being stored
uint16 observationCardinality;
//the next maximum number of observations to store,triggered in observations.write
uint16 observationCardinalityNext;
//the current protocol fee as a percentage of the swap fee taken on withdrawal
//represented as an integer denominator(1/x)%
uint8 feeProtocol;
//whether the pool is locked
bool unlocked;
}
///inheritdoc IUniswapV3PoolState
Slot0 public override slot0;
///inheritdoc IUniswapV3PoolState
uint256 public override feeGrowthGlobal0X128;
///inheritdoc IUniswapV3PoolState
uint256 public override feeGrowthGlobal1X128;
//accumulated protocol fees in token0/token1 units
struct ProtocolFees{
uint128 token0;
uint128 token1;
}
///inheritdoc IUniswapV3PoolState
ProtocolFees public override protocolFees;
///inheritdoc IUniswapV3PoolState
uint128 public override liquidity;
///inheritdoc IUniswapV3PoolState
mapping(int24=>Tick.Info)public override ticks;
///inheritdoc IUniswapV3PoolState
mapping(int16=>uint256)public override tickBitmap;
///inheritdoc IUniswapV3PoolState
mapping(bytes32=>Position.Info)public override positions;
///inheritdoc IUniswapV3PoolState
Oracle.Observation[65535]public override observations;