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refactor: rename decision package to kernel
This commit is contained in:
tinkle-community
597
kernel/schema.go
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597
kernel/schema.go
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@@ -0,0 +1,597 @@
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package kernel
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import "fmt"
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// ============================================================================
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// Trading Data Schema - 交易数据字典
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// ============================================================================
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// 双语数据字典，支持中文和英文
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// 确保AI能够100%理解数据格式，无论使用哪种语言
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// ============================================================================
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const (
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SchemaVersion = "1.0.0"
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)
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// Language 语言类型
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type Language string
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const (
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LangChinese Language = "zh-CN"
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LangEnglish Language = "en-US"
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)
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// ========== 双语字段定义 ==========
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// BilingualFieldDef 双语字段定义
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type BilingualFieldDef struct {
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NameZH string // 中文名称
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NameEN string // English name
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Unit string // 单位
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FormulaZH string // 中文公式
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FormulaEN string // English formula
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DescZH string // 中文描述
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DescEN string // English description
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}
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// GetName 获取字段名称（根据语言）
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func (d BilingualFieldDef) GetName(lang Language) string {
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if lang == LangChinese {
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return d.NameZH
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}
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return d.NameEN
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}
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// GetFormula 获取公式（根据语言）
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func (d BilingualFieldDef) GetFormula(lang Language) string {
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if lang == LangChinese {
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return d.FormulaZH
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}
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return d.FormulaEN
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}
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// GetDesc 获取描述（根据语言）
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func (d BilingualFieldDef) GetDesc(lang Language) string {
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if lang == LangChinese {
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return d.DescZH
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}
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return d.DescEN
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}
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// ========== 数据字典 ==========
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// DataDictionary 数据字典：定义所有字段的含义
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var DataDictionary = map[string]map[string]BilingualFieldDef{
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"AccountMetrics": {
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"Equity": {
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NameZH: "总权益",
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NameEN: "Total Equity",
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Unit: "USDT",
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FormulaZH: "可用余额 + 未实现盈亏",
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FormulaEN: "Available Balance + Unrealized PnL",
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DescZH: "账户的实际净值，包含所有持仓的浮动盈亏",
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DescEN: "Actual account value including all unrealized P&L from positions",
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},
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"Balance": {
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NameZH: "可用余额",
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NameEN: "Available Balance",
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Unit: "USDT",
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FormulaZH: "初始资金 + 已实现盈亏",
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FormulaEN: "Initial Capital + Realized PnL",
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DescZH: "可用于开新仓位的资金，不包括已用保证金",
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DescEN: "Available funds for opening new positions, excluding used margin",
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},
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"PnL": {
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NameZH: "总盈亏百分比",
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NameEN: "Total PnL Percentage",
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Unit: "%",
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FormulaZH: "(总权益 - 初始资金) / 初始资金 × 100",
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FormulaEN: "(Total Equity - Initial Capital) / Initial Capital × 100",
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DescZH: "自系统启动以来的总收益率，+15.87%表示盈利15.87%",
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DescEN: "Total return since inception, +15.87% means 15.87% profit",
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},
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"Margin": {
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NameZH: "保证金使用率",
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NameEN: "Margin Usage Rate",
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Unit: "%",
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FormulaZH: "已用保证金合计 / 总权益 × 100",
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FormulaEN: "Total Used Margin / Total Equity × 100",
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DescZH: "该值越高，账户风险越大。安全值<30%，危险值>70%",
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DescEN: "Higher value = higher risk. Safe <30%, Dangerous >70%",
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},
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},
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"TradeMetrics": {
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"Entry": {
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NameZH: "进场价",
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NameEN: "Entry Price",
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Unit: "USDT",
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DescZH: "开仓时的平均价格",
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DescEN: "Average price when opening position",
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},
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"Exit": {
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NameZH: "出场价",
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NameEN: "Exit Price",
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Unit: "USDT",
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DescZH: "平仓时的平均价格",
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DescEN: "Average price when closing position",
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},
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"Profit": {
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NameZH: "已实现盈亏",
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NameEN: "Realized PnL",
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Unit: "USDT",
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FormulaZH: "(出场价 - 进场价) / 进场价 × 杠杆 × 仓位价值",
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FormulaEN: "(Exit Price - Entry Price) / Entry Price × Leverage × Position Value",
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DescZH: "已平仓交易的实际盈亏，包含手续费。正值=盈利，负值=亏损",
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DescEN: "Actual profit/loss of closed trades including fees. Positive=profit, Negative=loss",
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},
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"PnL%": {
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NameZH: "盈亏百分比",
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NameEN: "PnL Percentage",
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Unit: "%",
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FormulaZH: "(出场价 - 进场价) / 进场价 × 杠杆 × 100",
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FormulaEN: "(Exit - Entry) / Entry × Leverage × 100",
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DescZH: "已平仓交易的收益率，+6.71%表示盈利6.71%",
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DescEN: "Return on closed trade, +6.71% means 6.71% profit",
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},
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"HoldDuration": {
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NameZH: "持仓时长",
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NameEN: "Holding Duration",
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Unit: "minutes",
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DescZH: "从开仓到平仓的时间。<15分钟=超短线，15分钟-4小时=日内，>4小时=波段",
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DescEN: "Time from open to close. <15min=scalping, 15min-4h=intraday, >4h=swing",
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},
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},
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"PositionMetrics": {
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"UnrealizedPnL%": {
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NameZH: "未实现盈亏百分比",
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NameEN: "Unrealized PnL Percentage",
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Unit: "%",
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FormulaZH: "(当前价 - 进场价) / 进场价 × 杠杆 × 100",
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FormulaEN: "(Current Price - Entry Price) / Entry Price × Leverage × 100",
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DescZH: "当前持仓的浮动盈亏，未平仓前是浮动的",
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DescEN: "Floating P&L of current position, not realized until closed",
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},
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"PeakPnL%": {
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NameZH: "峰值盈亏百分比",
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NameEN: "Peak PnL Percentage",
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Unit: "%",
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DescZH: "该持仓曾经达到的最高未实现盈亏。用于判断是否需要止盈",
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DescEN: "Historical max unrealized PnL for this position. Used for take-profit decisions",
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},
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"Drawdown": {
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NameZH: "从峰值回撤",
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NameEN: "Drawdown from Peak",
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Unit: "%",
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FormulaZH: "当前盈亏% - 峰值盈亏%",
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FormulaEN: "Current PnL% - Peak PnL%",
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DescZH: "负值表示正在回撤。例如：峰值+5%，当前+3%，回撤=-2%",
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DescEN: "Negative = pulling back. E.g., Peak +5%, Current +3%, Drawdown = -2%",
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},
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"Leverage": {
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NameZH: "杠杆倍数",
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NameEN: "Leverage",
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Unit: "x",
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DescZH: "3x表示价格变动1%，持仓盈亏变动3%。杠杆越高，风险越大",
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DescEN: "3x means 1% price move = 3% position PnL. Higher leverage = higher risk",
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},
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"Margin": {
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NameZH: "占用保证金",
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NameEN: "Margin Used",
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Unit: "USDT",
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FormulaZH: "仓位价值 / 杠杆",
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FormulaEN: "Position Value / Leverage",
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DescZH: "该仓位锁定的保证金金额",
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DescEN: "Collateral locked for this position",
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},
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"LiqPrice": {
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NameZH: "强平价格",
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NameEN: "Liquidation Price",
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Unit: "USDT",
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DescZH: "价格触及此值时会被强制平仓。0.0000表示无爆仓风险",
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DescEN: "Price at which position will be force-closed. 0.0000 = no liquidation risk",
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},
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},
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"MarketData": {
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"Volume": {
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NameZH: "成交量",
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NameEN: "Volume",
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Unit: "base asset",
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DescZH: "该时间段的交易量",
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DescEN: "Trading volume in this period",
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},
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"OI": {
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NameZH: "持仓量",
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NameEN: "Open Interest",
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Unit: "USDT",
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DescZH: "未平仓合约的总价值。持仓量增加=资金流入，减少=资金流出",
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DescEN: "Total value of open contracts. Increasing OI = capital inflow, decreasing = outflow",
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},
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"OIChange": {
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NameZH: "持仓量变化",
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NameEN: "OI Change",
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Unit: "USDT & %",
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DescZH: "1小时内持仓量的变化。用于判断市场真实资金流向",
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DescEN: "OI change in 1 hour. Used to determine real capital flow direction",
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},
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},
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}
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// ========== 双语规则定义 ==========
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// BilingualRuleDef 双语规则定义
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type BilingualRuleDef struct {
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Value interface{} // 规则值
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DescZH string // 中文描述
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DescEN string // English description
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ReasonZH string // 中文原因
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ReasonEN string // English reason
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}
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// GetDesc 获取描述（根据语言）
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func (d BilingualRuleDef) GetDesc(lang Language) string {
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if lang == LangChinese {
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return d.DescZH
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}
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return d.DescEN
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}
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// GetReason 获取原因（根据语言）
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func (d BilingualRuleDef) GetReason(lang Language) string {
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if lang == LangChinese {
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return d.ReasonZH
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}
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return d.ReasonEN
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}
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// ========== 交易规则 ==========
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// TradingRules 交易规则定义
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var TradingRules = struct {
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RiskManagement map[string]BilingualRuleDef
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EntrySignals map[string]BilingualRuleDef
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ExitSignals map[string]BilingualRuleDef
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PositionControl map[string]BilingualRuleDef
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}{
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RiskManagement: map[string]BilingualRuleDef{
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"MaxMarginUsage": {
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Value: 0.30,
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DescZH: "保证金使用率不得超过30%",
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DescEN: "Margin usage must not exceed 30%",
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ReasonZH: "保留70%的资金应对极端行情和追加保证金",
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ReasonEN: "Reserve 70% capital for extreme market conditions and margin calls",
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},
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"MaxPositionLoss": {
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Value: -0.05,
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DescZH: "单个持仓亏损达到-5%时必须止损",
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DescEN: "Must stop-loss when single position loss reaches -5%",
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ReasonZH: "避免单笔交易造成过大损失",
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ReasonEN: "Prevent excessive loss from single trade",
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},
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"MaxDailyLoss": {
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Value: -0.10,
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DescZH: "单日亏损达到-10%时停止交易",
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DescEN: "Stop trading when daily loss reaches -10%",
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ReasonZH: "防止情绪化交易导致连续亏损",
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ReasonEN: "Prevent emotional trading leading to consecutive losses",
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},
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"PositionSizeLimit": {
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Value: 0.15,
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DescZH: "单个仓位不得超过总权益的15%",
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DescEN: "Single position must not exceed 15% of total equity",
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ReasonZH: "避免过度集中风险",
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ReasonEN: "Avoid excessive risk concentration",
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},
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},
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EntrySignals: map[string]BilingualRuleDef{
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"VolumeSpike": {
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Value: 2.0,
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DescZH: "成交量是平均值的2倍以上时考虑进场",
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DescEN: "Consider entry when volume is 2x above average",
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ReasonZH: "放量突破通常意味着强趋势",
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ReasonEN: "Volume breakout usually indicates strong trend",
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},
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"OIChangeThreshold": {
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Value: 0.02,
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DescZH: "持仓量1小时内变化超过2%视为显著变化",
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DescEN: "OI change >2% in 1 hour is considered significant",
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ReasonZH: "大额资金进出会导致持仓量显著变化",
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ReasonEN: "Large capital flows cause significant OI changes",
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},
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},
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ExitSignals: map[string]BilingualRuleDef{
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"TrailingStop": {
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Value: 0.30,
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DescZH: "当盈亏从峰值回撤30%时平仓止盈",
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DescEN: "Close position when PnL pulls back 30% from peak",
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ReasonZH: "锁定大部分利润，避免盈利回吐。例如：峰值+5%，回撤到+3.5%时平仓",
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ReasonEN: "Lock in most profits, avoid profit giveback. E.g., Peak +5%, close at +3.5%",
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},
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"StopLoss": {
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Value: -0.05,
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DescZH: "硬止损设置在-5%",
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DescEN: "Hard stop-loss at -5%",
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ReasonZH: "严格控制单笔最大损失",
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ReasonEN: "Strictly control maximum single-trade loss",
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},
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},
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PositionControl: map[string]BilingualRuleDef{
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"ScaleIn": {
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Value: map[string]interface{}{"enabled": true, "max_additions": 2, "price_requirement": 0.01},
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DescZH: "只在盈利仓位上加仓，最多加2次，价格需比平均成本高1%",
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DescEN: "Only add to winning positions, max 2 additions, price must be 1% above avg cost",
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ReasonZH: "顺势加仓，不追亏损",
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ReasonEN: "Add to winners, never average down losers",
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},
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"ScaleOut": {
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Value: []map[string]interface{}{
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{"pnl": 0.03, "close_pct": 0.33},
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{"pnl": 0.05, "close_pct": 0.50},
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{"pnl": 0.08, "close_pct": 1.00},
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},
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DescZH: "分批止盈：盈利3%时平33%，5%时平50%，8%时全平",
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DescEN: "Scale-out: Close 33% at +3%, 50% at +5%, 100% at +8%",
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ReasonZH: "在保证利润的同时让盈利奔跑",
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ReasonEN: "Lock profits while letting winners run",
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},
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},
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}
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// ========== OI解读 ==========
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// OIInterpretation OI变化的市场解读（双语）
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type OIInterpretationType struct {
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OIUp_PriceUp struct {
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ZH string
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EN string
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}
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OIUp_PriceDown struct {
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ZH string
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EN string
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}
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OIDown_PriceUp struct {
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ZH string
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EN string
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}
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OIDown_PriceDown struct {
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ZH string
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EN string
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}
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}
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var OIInterpretation = OIInterpretationType{
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OIUp_PriceUp: struct {
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ZH string
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EN string
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}{
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ZH: "强多头趋势（新多单开仓，资金流入做多）",
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EN: "Strong bullish trend (new longs opening, capital flowing into long positions)",
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},
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OIUp_PriceDown: struct {
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ZH string
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EN string
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}{
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ZH: "强空头趋势（新空单开仓，资金流入做空）",
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EN: "Strong bearish trend (new shorts opening, capital flowing into short positions)",
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},
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OIDown_PriceUp: struct {
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ZH string
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EN string
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}{
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ZH: "空头平仓（空头止损离场，可能出现反转）",
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EN: "Shorts covering (shorts stopped out, potential reversal)",
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},
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OIDown_PriceDown: struct {
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ZH string
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EN string
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}{
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ZH: "多头平仓（多头止损离场，可能出现反转）",
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EN: "Longs closing (longs stopped out, potential reversal)",
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},
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}
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// ========== 常见错误 ==========
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// CommonMistake 常见错误定义
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type CommonMistake struct {
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||||
ErrorZH string
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||||
ErrorEN string
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||||
ExampleZH string
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||||
ExampleEN string
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||||
CorrectZH string
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||||
CorrectEN string
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||||
}
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var CommonMistakes = []CommonMistake{
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{
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ErrorZH: "混淆已实现盈亏和未实现盈亏",
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ErrorEN: "Confusing realized and unrealized P&L",
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ExampleZH: "将历史交易的盈亏与当前持仓的盈亏相加",
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ExampleEN: "Adding historical trade P&L with current position P&L",
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CorrectZH: "已实现盈亏已经计入账户余额，不应重复计算",
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CorrectEN: "Realized P&L is already included in account balance, don't double count",
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||||
},
|
||||
{
|
||||
ErrorZH: "忽略杠杆对盈亏的影响",
|
||||
ErrorEN: "Ignoring leverage's impact on P&L",
|
||||
ExampleZH: "价格涨1%，认为盈利1%",
|
||||
ExampleEN: "Price up 1%, thinking profit is 1%",
|
||||
CorrectZH: "3x杠杆时，价格涨1%，实际盈利约3%",
|
||||
CorrectEN: "With 3x leverage, 1% price move = ~3% P&L",
|
||||
},
|
||||
{
|
||||
ErrorZH: "不理解Peak PnL的重要性",
|
||||
ErrorEN: "Not understanding Peak PnL's importance",
|
||||
ExampleZH: "只关注当前PnL，不关注回撤",
|
||||
ExampleEN: "Only watching current PnL, ignoring drawdown",
|
||||
CorrectZH: "当前PnL接近Peak PnL时，应考虑止盈以锁定利润",
|
||||
CorrectEN: "When current PnL near Peak PnL, consider taking profit to lock in gains",
|
||||
},
|
||||
{
|
||||
ErrorZH: "忽略持仓量(OI)变化",
|
||||
ErrorEN: "Ignoring Open Interest changes",
|
||||
ExampleZH: "只看价格K线，不看资金流向",
|
||||
ExampleEN: "Only watching price candles, not capital flows",
|
||||
CorrectZH: "结合OI变化判断趋势的真实性和持续性",
|
||||
CorrectEN: "Use OI changes to validate trend authenticity and sustainability",
|
||||
},
|
||||
}
|
||||
|
||||
// ========== Prompt生成函数 ==========
|
||||
|
||||
// GetSchemaPrompt 生成Schema说明文本，用于AI Prompt
|
||||
func GetSchemaPrompt(lang Language) string {
|
||||
if lang == LangChinese {
|
||||
return getSchemaPromptZH()
|
||||
}
|
||||
return getSchemaPromptEN()
|
||||
}
|
||||
|
||||
// getSchemaPromptZH 生成中文Prompt
|
||||
func getSchemaPromptZH() string {
|
||||
prompt := "# 📖 数据字典与交易规则\n\n"
|
||||
prompt += "## 📊 字段含义说明\n\n"
|
||||
|
||||
// 账户指标
|
||||
prompt += "### 账户指标\n"
|
||||
for key, field := range DataDictionary["AccountMetrics"] {
|
||||
prompt += formatFieldDefZH(key, field)
|
||||
}
|
||||
|
||||
// 交易指标
|
||||
prompt += "\n### 交易指标\n"
|
||||
for key, field := range DataDictionary["TradeMetrics"] {
|
||||
prompt += formatFieldDefZH(key, field)
|
||||
}
|
||||
|
||||
// 持仓指标
|
||||
prompt += "\n### 持仓指标\n"
|
||||
for key, field := range DataDictionary["PositionMetrics"] {
|
||||
prompt += formatFieldDefZH(key, field)
|
||||
}
|
||||
|
||||
// 市场数据
|
||||
prompt += "\n### 市场数据\n"
|
||||
for key, field := range DataDictionary["MarketData"] {
|
||||
prompt += formatFieldDefZH(key, field)
|
||||
}
|
||||
|
||||
// 交易规则
|
||||
prompt += "\n## ⚖️ 交易规则\n\n"
|
||||
prompt += "### 风险管理\n"
|
||||
for name, rule := range TradingRules.RiskManagement {
|
||||
prompt += "- **" + name + "**: " + rule.DescZH + "\n 理由：" + rule.ReasonZH + "\n"
|
||||
}
|
||||
|
||||
prompt += "\n### 出场信号\n"
|
||||
for name, rule := range TradingRules.ExitSignals {
|
||||
prompt += "- **" + name + "**: " + rule.DescZH + "\n 理由：" + rule.ReasonZH + "\n"
|
||||
}
|
||||
|
||||
// OI解读
|
||||
prompt += "\n## 💹 持仓量(OI)变化解读\n\n"
|
||||
prompt += "- **OI增加 + 价格上涨**: " + OIInterpretation.OIUp_PriceUp.ZH + "\n"
|
||||
prompt += "- **OI增加 + 价格下跌**: " + OIInterpretation.OIUp_PriceDown.ZH + "\n"
|
||||
prompt += "- **OI减少 + 价格上涨**: " + OIInterpretation.OIDown_PriceUp.ZH + "\n"
|
||||
prompt += "- **OI减少 + 价格下跌**: " + OIInterpretation.OIDown_PriceDown.ZH + "\n"
|
||||
|
||||
// 常见错误
|
||||
prompt += "\n## ⚠️ 常见错误（请避免）\n\n"
|
||||
for i, mistake := range CommonMistakes {
|
||||
prompt += fmt.Sprintf("**错误%d**: %s\n", i+1, mistake.ErrorZH)
|
||||
prompt += "- 错误示例：" + mistake.ExampleZH + "\n"
|
||||
prompt += "- 正确做法：" + mistake.CorrectZH + "\n\n"
|
||||
}
|
||||
|
||||
return prompt
|
||||
}
|
||||
|
||||
// getSchemaPromptEN 生成英文Prompt
|
||||
func getSchemaPromptEN() string {
|
||||
prompt := "# 📖 Data Dictionary & Trading Rules\n\n"
|
||||
prompt += "## 📊 Field Definitions\n\n"
|
||||
|
||||
// Account Metrics
|
||||
prompt += "### Account Metrics\n"
|
||||
for key, field := range DataDictionary["AccountMetrics"] {
|
||||
prompt += formatFieldDefEN(key, field)
|
||||
}
|
||||
|
||||
// Trade Metrics
|
||||
prompt += "\n### Trade Metrics\n"
|
||||
for key, field := range DataDictionary["TradeMetrics"] {
|
||||
prompt += formatFieldDefEN(key, field)
|
||||
}
|
||||
|
||||
// Position Metrics
|
||||
prompt += "\n### Position Metrics\n"
|
||||
for key, field := range DataDictionary["PositionMetrics"] {
|
||||
prompt += formatFieldDefEN(key, field)
|
||||
}
|
||||
|
||||
// Market Data
|
||||
prompt += "\n### Market Data\n"
|
||||
for key, field := range DataDictionary["MarketData"] {
|
||||
prompt += formatFieldDefEN(key, field)
|
||||
}
|
||||
|
||||
// Trading Rules
|
||||
prompt += "\n## ⚖️ Trading Rules\n\n"
|
||||
prompt += "### Risk Management\n"
|
||||
for name, rule := range TradingRules.RiskManagement {
|
||||
prompt += "- **" + name + "**: " + rule.DescEN + "\n Reason: " + rule.ReasonEN + "\n"
|
||||
}
|
||||
|
||||
prompt += "\n### Exit Signals\n"
|
||||
for name, rule := range TradingRules.ExitSignals {
|
||||
prompt += "- **" + name + "**: " + rule.DescEN + "\n Reason: " + rule.ReasonEN + "\n"
|
||||
}
|
||||
|
||||
// OI Interpretation
|
||||
prompt += "\n## 💹 Open Interest (OI) Change Interpretation\n\n"
|
||||
prompt += "- **OI Up + Price Up**: " + OIInterpretation.OIUp_PriceUp.EN + "\n"
|
||||
prompt += "- **OI Up + Price Down**: " + OIInterpretation.OIUp_PriceDown.EN + "\n"
|
||||
prompt += "- **OI Down + Price Up**: " + OIInterpretation.OIDown_PriceUp.EN + "\n"
|
||||
prompt += "- **OI Down + Price Down**: " + OIInterpretation.OIDown_PriceDown.EN + "\n"
|
||||
|
||||
// Common Mistakes
|
||||
prompt += "\n## ⚠️ Common Mistakes to Avoid\n\n"
|
||||
for i, mistake := range CommonMistakes {
|
||||
prompt += fmt.Sprintf("**Mistake %d**: %s\n", i+1, mistake.ErrorEN)
|
||||
prompt += "- Bad Example: " + mistake.ExampleEN + "\n"
|
||||
prompt += "- Correct Approach: " + mistake.CorrectEN + "\n\n"
|
||||
}
|
||||
|
||||
return prompt
|
||||
}
|
||||
|
||||
// formatFieldDefZH 格式化中文字段定义
|
||||
func formatFieldDefZH(key string, field BilingualFieldDef) string {
|
||||
result := "- **" + key + "**（" + field.NameZH + "）: " + field.DescZH
|
||||
if field.FormulaZH != "" {
|
||||
result += " | 公式: `" + field.FormulaZH + "`"
|
||||
}
|
||||
if field.Unit != "" {
|
||||
result += " | 单位: " + field.Unit
|
||||
}
|
||||
result += "\n"
|
||||
return result
|
||||
}
|
||||
|
||||
// formatFieldDefEN 格式化英文字段定义
|
||||
func formatFieldDefEN(key string, field BilingualFieldDef) string {
|
||||
result := "- **" + key + "** (" + field.NameEN + "): " + field.DescEN
|
||||
if field.FormulaEN != "" {
|
||||
result += " | Formula: `" + field.FormulaEN + "`"
|
||||
}
|
||||
if field.Unit != "" {
|
||||
result += " | Unit: " + field.Unit
|
||||
}
|
||||
result += "\n"
|
||||
return result
|
||||
}
|
||||
Reference in New Issue
Block a user