aaron/tradusai
1
0
Fork 0
Code Issues Pull Requests Actions Packages Projects Releases Wiki Activity

update

Browse Source
This commit is contained in:
aaron 2025-12-09 17:10:30 +08:00
parent 143628e793
commit 9f04c7c7d4
3 changed files with 169 additions and 88 deletions
Show Stats Download Patch File Download Diff File Expand all files Collapse all files

161
output/latest_signal.json
View File

@ -1,32 +1,34 @@
{ {
"timestamp": "2025-12-09T09:10:18.439136",
"aggregated_signal": { "aggregated_signal": {
"timestamp": "2025-12-09T11:59:50.752872", "timestamp": "2025-12-09T09:10:18.438119",
"final_signal": "HOLD", "final_signal": "HOLD",
"final_confidence": 0.55, "final_confidence": 0.65,
"consensus": "CONSENSUS_HOLD", "consensus": "CONSENSUS_HOLD",
"agreement_score": 0.55, "agreement_score": 0.65,
"quantitative_signal": { "quantitative_signal": {
"signal_type": "HOLD", "signal_type": "HOLD",
"signal": "HOLD", "signal": "HOLD",
"confidence": 0.5, "confidence": 0.75,
"composite_score": -31.8, "composite_score": 48.0,
"scores": { "scores": {
"trend": -66.0, "trend": 99.0,
"momentum": 65, "momentum": -45,
"orderflow": -100, "orderflow": 98.2,
"breakout": 0 "breakout": 0
} }
}, },
"llm_signal": { "llm_signal": {
"signal_type": "HOLD", "signal_type": "HOLD",
"signal": "HOLD", "signal": "HOLD",
"confidence": 0.6, "confidence": 0.55,
"reasoning": "多周期综合分析显示市场处于震荡格局。短期（5m/15m/1h）有超跌反弹的技术条件，MACD金叉和RSI位置提供日内做多机会。中期（4h/1d）方向不明，指标中性，需等待区间突破。长期（1d/1w）周线趋势虽强，但日线处于调整中，需更佳的风险回报比。当前价格90382.5接近短期支撑，优先关注日内机会。", "reasoning": "多周期综合分析显示市场处于震荡整理格局。短期（5m-1h）指标矛盾，缺乏一致方向。中期（4h-1d）趋势不明，价格在关键支撑与阻力间徘徊。长期（1d-1w）周线上涨趋势与日线调整形成对峙。当前价格位置（$90,376.50）接近短期震荡区间下沿，但未出现强烈的反转或突破信号。成交量整体萎缩，表明市场参与度不高，等待新的催化剂。综合来看，当前风险收益比不佳，建议以观望为主，等待关键价位的突破来确认下一步方向。",
"key_factors": [ "key_factors": [
"短期技术指标出现反弹信号", "短期多空信号矛盾，缺乏方向性指引",
"价格处于关键支撑区域", "中期关键支撑89368.9的防守情况",
"中期趋势方向不明朗", "成交量整体萎缩，市场观望情绪浓厚",
"成交量正常无明显放量" "周线长期趋势与日线调整周期的冲突",
"上方90800-91300区域形成技术阻力"
], ],
"opportunities": { "opportunities": {
"short_term_5m_15m_1h": { "short_term_5m_15m_1h": {
@ -35,7 +37,7 @@
"entry_price": 0, "entry_price": 0,
"stop_loss": 0, "stop_loss": 0,
"take_profit": 0, "take_profit": 0,
"reasoning": "盈利空间不足1% (仅0.91%)，建议观望" "reasoning": "当前价格$90,376.50处于短期震荡区间（90300-90500）下沿。5分钟趋势虽强但MACD死叉扩大，15分钟趋势转弱，1小时RSI中性偏弱且成交量萎缩。日内多空信号矛盾，缺乏明确方向。预期盈利空间不足1%，不符合交易条件。"
}, },
"medium_term_4h_1d": { "medium_term_4h_1d": {
"exists": false, "exists": false,
@ -43,7 +45,7 @@
"entry_price": 0, "entry_price": 0,
"stop_loss": 0, "stop_loss": 0,
"take_profit": 0, "take_profit": 0,
"reasoning": "4小时和日线周期趋势不明，RSI中性，MACD死叉收窄但未转强。价格在89550-92262区间震荡，缺乏明确的中期方向信号和足够的盈利空间。" "reasoning": "4小时与日线周期量化评分均为负值，趋势不明，RSI中性偏弱，MACD死叉收窄但未转金叉。价格在关键中期支撑89368.9上方震荡，但上方阻力90800-91300区域压制明显。当前缺乏明确的波段启动信号，预期盈利空间不足2%。"
}, },
"long_term_1d_1w": { "long_term_1d_1w": {
"exists": false, "exists": false,
@ -51,12 +53,12 @@
"entry_price": 0, "entry_price": 0,
"stop_loss": 0, "stop_loss": 0,
"take_profit": 0, "take_profit": 0,
"reasoning": "周线显示上涨趋势，但日线处于高位震荡。当前价格接近震荡区间中轨，长期方向需等待突破。RSI弱势，MACD死叉，短期不具备明确的长期建仓机会。" "reasoning": "周线趋势虽为上涨（strong），但RSI处于弱势区（38.8），MACD仍为死叉。日线在长期支撑（89368.9）与阻力（92262.6）之间宽幅震荡。长期趋势方向未明，未出现明确的趋势反转或突破信号，不符合长期建仓条件。"
}, },
"ambush": { "ambush": {
"exists": true, "exists": true,
"price_level": 89550.0, "price_level": 89368.9,
"reasoning": "该位置是近期多次测试的强支撑（4小时和日线级别），也是12月8日低点区域。若价格回调至此并出现企稳信号，是较好的中期埋伏做多点位。" "reasoning": "该价位是近期（12月8-9日）多次测试的关键中期支撑位（日线低点）。若价格再次回踩此位置并出现企稳信号（如长下影线、成交量放大、RSI底背离），可视为潜在的多头埋伏机会，盈亏比可能较优。"
}, },
"intraday": { "intraday": {
"exists": false, "exists": false,
@ -64,7 +66,7 @@
"entry_price": 0, "entry_price": 0,
"stop_loss": 0, "stop_loss": 0,
"take_profit": 0, "take_profit": 0,
"reasoning": "盈利空间不足1% (仅0.91%)，建议观望" "reasoning": "当前价格$90,376.50处于短期震荡区间（90300-90500）下沿。5分钟趋势虽强但MACD死叉扩大，15分钟趋势转弱，1小时RSI中性偏弱且成交量萎缩。日内多空信号矛盾，缺乏明确方向。预期盈利空间不足1%，不符合交易条件。"
}, },
"swing": { "swing": {
"exists": false, "exists": false,
@ -72,77 +74,79 @@
"entry_price": 0, "entry_price": 0,
"stop_loss": 0, "stop_loss": 0,
"take_profit": 0, "take_profit": 0,
"reasoning": "4小时和日线周期趋势不明，RSI中性，MACD死叉收窄但未转强。价格在89550-92262区间震荡，缺乏明确的中期方向信号和足够的盈利空间。" "reasoning": "4小时与日线周期量化评分均为负值，趋势不明，RSI中性偏弱，MACD死叉收窄但未转金叉。价格在关键中期支撑89368.9上方震荡，但上方阻力90800-91300区域压制明显。当前缺乏明确的波段启动信号，预期盈利空间不足2%。"
} }
}, },
"recommendations_by_timeframe": { "recommendations_by_timeframe": {
"short_term": "可在90380附近轻仓试多，止损90000，目标91200。日内交易，快进快出。", "short_term": "观望为主。价格在90300-90500区间内震荡，方向不明。激进者可尝试在区间下沿（90300附近）轻仓试多，严格止损于90100下方，目标看向90800。但鉴于信号矛盾且盈利空间有限，建议优先等待更明确的突破信号。",
"medium_term": "观望为主，等待价格突破92000或跌破89550后选择方向。可关注89550支撑位的埋伏机会。", "medium_term": "保持观望，等待方向选择。关注关键支撑89368.9和阻力90810.8的突破情况。若放量跌破89368.9，则可能打开下行空间至88000。若放量突破并站稳90800上方，则可能再次测试91300-91700区域。",
"long_term": "周线趋势向上，但日线调整未结束。长期投资者可等待价格回调至87688-88000强支撑区域再考虑分批建仓。" "long_term": "周线级别上涨趋势结构仍在，但日线处于调整中。长期投资者可关注89368.9关键支撑的防守情况，若在此位置附近企稳，可考虑分批布局。但需警惕若跌破此支撑，可能进一步下探86800（周线级别支撑）。"
}, },
"trade_type": "MULTI_TIMEFRAME", "trade_type": "MULTI_TIMEFRAME",
"risk_level": "MEDIUM" "risk_level": "MEDIUM"
}, },
"levels": { "levels": {
"current_price": 90382.5, "current_price": 90376.45,
"entry": 90382.5, "entry": 90366.78,
"stop_loss": 90382.5, "stop_loss": 90176.3359,
"take_profit_1": 90382.5, "take_profit_1": 90538.02,
"take_profit_2": 90382.5, "take_profit_2": 90876.56,
"take_profit_3": 90382.5 "take_profit_3": 91176.66
}, },
"risk_reward_ratio": 0, "risk_reward_ratio": 0.9,
"recommendation": "量化和AI分析均建议观望,等待更好的机会", "recommendation": "量化和AI分析均建议观望,等待更好的机会",
"warnings": [] "warnings": [
"⚠️ 风险回报比偏低 (1.0:1), 建议至少1.5:1"
]
}, },
"market_analysis": { "market_analysis": {
"price": 90382.5, "price": 90376.4,
"trend": { "trend": {
"direction": "下跌", "direction": "上涨",
"strength": "moderate", "strength": "strong",
"phase": "下跌后反弹", "phase": "上涨后回调",
"adx": 20.4, "adx": 25.4,
"ema_alignment": "bearish" "ema_alignment": "bullish"
}, },
"momentum": { "momentum": {
"rsi": 59.2, "rsi": 50.9,
"rsi_status": "中性偏强", "rsi_status": "中性偏强",
"rsi_trend": "上升中", "rsi_trend": "下降中",
"macd_signal": "金叉扩大", "macd_signal": "死叉扩大",
"macd_hist": 49.9748 "macd_hist": -26.6691
} }
}, },
"quantitative_signal": { "quantitative_signal": {
"timestamp": "2025-12-09T11:59:16.429268", "timestamp": "2025-12-09T09:09:26.901679",
"signal_type": "HOLD", "signal_type": "HOLD",
"signal_strength": 0.32, "signal_strength": 0,
"composite_score": -31.8, "composite_score": 48.0,
"confidence": 0.5, "confidence": 0.75,
"consensus_score": 0.65, "consensus_score": 0.65,
"profit_pct": 0, "profit_pct": 0.2,
"scores": { "scores": {
"trend": -66.0, "trend": 99.0,
"momentum": 65, "momentum": -45,
"orderflow": -100, "orderflow": 98.2,
"breakout": 0 "breakout": 0
}, },
"levels": { "levels": {
"current_price": 90382.5, "current_price": 90376.4,
"entry": 90382.5, "entry": 90357.05,
"stop_loss": 90382.5, "stop_loss": 90176.3359,
"take_profit_1": 90382.5, "take_profit_1": 90538.02,
"take_profit_2": 90382.5, "take_profit_2": 90876.56,
"take_profit_3": 90382.5 "take_profit_3": 91176.66
}, },
"risk_reward_ratio": 0, "risk_reward_ratio": 1.0,
"reasoning": "趋势下跌 (moderate); RSI=59; MACD 金叉扩大; 订单流: 强卖方主导" "reasoning": "趋势上涨 (strong); RSI=51; MACD 死叉扩大; 订单流: 强买方主导 (原BUY信号盈利空间不足1.0%，仅0.20%)"
}, },
"llm_signal": { "llm_signal": {
"timestamp": "2025-12-09T11:59:50.751310", "timestamp": "2025-12-09T09:10:18.437037",
"signal_type": "HOLD", "signal_type": "HOLD",
"confidence": 0.6, "confidence": 0.55,
"trade_type": "MULTI_TIMEFRAME", "trade_type": "MULTI_TIMEFRAME",
"reasoning": "多周期综合分析显示市场处于震荡格局。短期（5m/15m/1h）有超跌反弹的技术条件，MACD金叉和RSI位置提供日内做多机会。中期（4h/1d）方向不明，指标中性，需等待区间突破。长期（1d/1w）周线趋势虽强，但日线处于调整中，需更佳的风险回报比。当前价格90382.5接近短期支撑，优先关注日内机会。", "reasoning": "多周期综合分析显示市场处于震荡整理格局。短期（5m-1h）指标矛盾，缺乏一致方向。中期（4h-1d）趋势不明，价格在关键支撑与阻力间徘徊。长期（1d-1w）周线上涨趋势与日线调整形成对峙。当前价格位置（$90,376.50）接近短期震荡区间下沿，但未出现强烈的反转或突破信号。成交量整体萎缩，表明市场参与度不高，等待新的催化剂。综合来看，当前风险收益比不佳，建议以观望为主，等待关键价位的突破来确认下一步方向。",
"opportunities": { "opportunities": {
"short_term_5m_15m_1h": { "short_term_5m_15m_1h": {
"exists": false, "exists": false,
@ -150,7 +154,7 @@
"entry_price": 0, "entry_price": 0,
"stop_loss": 0, "stop_loss": 0,
"take_profit": 0, "take_profit": 0,
"reasoning": "盈利空间不足1% (仅0.91%)，建议观望" "reasoning": "当前价格$90,376.50处于短期震荡区间（90300-90500）下沿。5分钟趋势虽强但MACD死叉扩大，15分钟趋势转弱，1小时RSI中性偏弱且成交量萎缩。日内多空信号矛盾，缺乏明确方向。预期盈利空间不足1%，不符合交易条件。"
}, },
"medium_term_4h_1d": { "medium_term_4h_1d": {
"exists": false, "exists": false,
@ -158,7 +162,7 @@
"entry_price": 0, "entry_price": 0,
"stop_loss": 0, "stop_loss": 0,
"take_profit": 0, "take_profit": 0,
"reasoning": "4小时和日线周期趋势不明，RSI中性，MACD死叉收窄但未转强。价格在89550-92262区间震荡，缺乏明确的中期方向信号和足够的盈利空间。" "reasoning": "4小时与日线周期量化评分均为负值，趋势不明，RSI中性偏弱，MACD死叉收窄但未转金叉。价格在关键中期支撑89368.9上方震荡，但上方阻力90800-91300区域压制明显。当前缺乏明确的波段启动信号，预期盈利空间不足2%。"
}, },
"long_term_1d_1w": { "long_term_1d_1w": {
"exists": false, "exists": false,
@ -166,12 +170,12 @@
"entry_price": 0, "entry_price": 0,
"stop_loss": 0, "stop_loss": 0,
"take_profit": 0, "take_profit": 0,
"reasoning": "周线显示上涨趋势，但日线处于高位震荡。当前价格接近震荡区间中轨，长期方向需等待突破。RSI弱势，MACD死叉，短期不具备明确的长期建仓机会。" "reasoning": "周线趋势虽为上涨（strong），但RSI处于弱势区（38.8），MACD仍为死叉。日线在长期支撑（89368.9）与阻力（92262.6）之间宽幅震荡。长期趋势方向未明，未出现明确的趋势反转或突破信号，不符合长期建仓条件。"
}, },
"ambush": { "ambush": {
"exists": true, "exists": true,
"price_level": 89550.0, "price_level": 89368.9,
"reasoning": "该位置是近期多次测试的强支撑（4小时和日线级别），也是12月8日低点区域。若价格回调至此并出现企稳信号，是较好的中期埋伏做多点位。" "reasoning": "该价位是近期（12月8-9日）多次测试的关键中期支撑位（日线低点）。若价格再次回踩此位置并出现企稳信号（如长下影线、成交量放大、RSI底背离），可视为潜在的多头埋伏机会，盈亏比可能较优。"
}, },
"intraday": { "intraday": {
"exists": false, "exists": false,
@ -179,7 +183,7 @@
"entry_price": 0, "entry_price": 0,
"stop_loss": 0, "stop_loss": 0,
"take_profit": 0, "take_profit": 0,
"reasoning": "盈利空间不足1% (仅0.91%)，建议观望" "reasoning": "当前价格$90,376.50处于短期震荡区间（90300-90500）下沿。5分钟趋势虽强但MACD死叉扩大，15分钟趋势转弱，1小时RSI中性偏弱且成交量萎缩。日内多空信号矛盾，缺乏明确方向。预期盈利空间不足1%，不符合交易条件。"
}, },
"swing": { "swing": {
"exists": false, "exists": false,
@ -187,17 +191,17 @@
"entry_price": 0, "entry_price": 0,
"stop_loss": 0, "stop_loss": 0,
"take_profit": 0, "take_profit": 0,
"reasoning": "4小时和日线周期趋势不明，RSI中性，MACD死叉收窄但未转强。价格在89550-92262区间震荡，缺乏明确的中期方向信号和足够的盈利空间。" "reasoning": "4小时与日线周期量化评分均为负值，趋势不明，RSI中性偏弱，MACD死叉收窄但未转金叉。价格在关键中期支撑89368.9上方震荡，但上方阻力90800-91300区域压制明显。当前缺乏明确的波段启动信号，预期盈利空间不足2%。"
} }
}, },
"recommendations_by_timeframe": { "recommendations_by_timeframe": {
"short_term": "可在90380附近轻仓试多，止损90000，目标91200。日内交易，快进快出。", "short_term": "观望为主。价格在90300-90500区间内震荡，方向不明。激进者可尝试在区间下沿（90300附近）轻仓试多，严格止损于90100下方，目标看向90800。但鉴于信号矛盾且盈利空间有限，建议优先等待更明确的突破信号。",
"medium_term": "观望为主，等待价格突破92000或跌破89550后选择方向。可关注89550支撑位的埋伏机会。", "medium_term": "保持观望，等待方向选择。关注关键支撑89368.9和阻力90810.8的突破情况。若放量跌破89368.9，则可能打开下行空间至88000。若放量突破并站稳90800上方，则可能再次测试91300-91700区域。",
"long_term": "周线趋势向上，但日线调整未结束。长期投资者可等待价格回调至87688-88000强支撑区域再考虑分批建仓。" "long_term": "周线级别上涨趋势结构仍在，但日线处于调整中。长期投资者可关注89368.9关键支撑的防守情况，若在此位置附近企稳，可考虑分批布局。但需警惕若跌破此支撑，可能进一步下探86800（周线级别支撑）。"
}, },
"levels": { "levels": {
"current_price": 90382.5, "current_price": 90376.5,
"entry": 90382.5, "entry": 90376.5,
"stop_loss": 0, "stop_loss": 0,
"take_profit_1": 0, "take_profit_1": 0,
"take_profit_2": 0, "take_profit_2": 0,
@ -205,12 +209,13 @@
}, },
"risk_level": "MEDIUM", "risk_level": "MEDIUM",
"key_factors": [ "key_factors": [
"短期技术指标出现反弹信号", "短期多空信号矛盾，缺乏方向性指引",
"价格处于关键支撑区域", "中期关键支撑89368.9的防守情况",
"中期趋势方向不明朗", "成交量整体萎缩，市场观望情绪浓厚",
"成交量正常无明显放量" "周线长期趋势与日线调整周期的冲突",
"上方90800-91300区域形成技术阻力"
], ],
"raw_response": "```json\n{\n \"signal\": \"HOLD\",\n \"confidence\": 0.6,\n \"key_levels\": {\n \"short_term\": {\n \"support\": [90380.0, 90000.0, 89800.0, 89550.0],\n \"resistance\": [90800.0, 91200.0, 91500.0, 91800.0]\n },\n \"medium_term\": {\n \"support\": [89550.0, 89000.0, 88000.0, 87688.0],\n \"resistance\": [92000.0, 92262.6, 93000.0, 94185.0]\n },\n \"long_term\": {\n \"support\": [86000.0, 83786.0, 80600.0],\n \"resistance\": [95000.0, 98000.0, 104000.0]\n }\n },\n \"opportunities\": {\n \"short_term_5m_15m_1h\": {\n \"exists\": true,\n \"direction\": \"LONG\",\n \"entry_price\": 90380.0,\n \"stop_loss\": 90000.0,\n \"take_profit\": 91200.0,\n \"reasoning\": \"价格在短期支撑位90380附近企稳，5分钟MACD金叉扩大，RSI中性偏强，存在反弹至91200阻力位的日内机会，预期盈利空间约0.9%，接近1%阈值。\"\n },\n \"medium_term_4h_1d\": {\n \"exists\": false,\n \"direction\": null,\n \"entry_price\": null,\n \"stop_loss\": null,\n \"take_profit\": null,\n \"reasoning\": \"4小时和日线周期趋势不明，RSI中性，MACD死叉收窄但未转强。价格在89550-92262区间震荡，缺乏明确的中期方向信号和足够的盈利空间。\"\n },\n \"long_term_1d_1w\": {\n \"exists\": false,\n \"direction\": null,\n \"entry_price\": null,\n \"stop_loss\": null,\n \"take_profit\": null,\n \"reasoning\": \"周线显示上涨趋势，但日线处于高位震荡。当前价格接近震荡区间中轨，长期方向需等待突破。RSI弱势，MACD死叉，短期不具备明确的长期建仓机会。\"\n },\n \"ambush\": {\n \"exists\": true,\n \"price_level\": 89550.0,\n \"reasoning\": \"该位置是近期多次测试的强支撑（4小时和日线级别），也是12月8日低点区域。若价格回调至此并出现企稳信号，是较好的中期埋伏做多点位。\"\n }\n },\n \"recommendations_by_timeframe\": {\n \"short_term\": \"可在90380附近轻仓试多，止损90000，目标91200。日内交易，快进快出。\",\n \"medium_term\": \"观望为主，等待价格突破92000或跌破89550后选择方向。可关注89550支撑位的埋伏机会。\",\n \"long_term\": \"周线趋势向上，但日线调整未结束。长期投资者可等待价格回调至87688-88000强支撑区域再考虑分批建仓。\"\n },\n \"reasoning\": \"多周期综合分析显示市场处于震荡格局。短期（5m/15m/1h）有超跌反弹的技术条件，MACD金叉和RSI位置提供日内做多机会。中期（4h/1d）方向不明，指标中性，需等待区间突破。长期（1d/1w）周线趋势虽强，但日线处于调整中，需更佳的风险回报比。当前价格90382.5接近短期支撑，优先关注日内机会。\",\n \"risk_level\": \"MEDIUM\",\n \"key_factors\": [\"短期技术指标出现反弹信号\", \"价格处于关键支撑区域\", \"中期趋势方向不明朗\", \"成交量正常无明显放量\"]\n}\n```", "raw_response": "```json\n{\n \"signal\": \"HOLD\",\n \"confidence\": 0.55,\n \"key_levels\": {\n \"short_term\": {\n \"support\": [89600.0, 89800.0, 90300.0],\n \"resistance\": [90500.0, 90800.0, 91200.0]\n },\n \"medium_term\": {\n \"support\": [89368.9, 89553.8, 89800.0],\n \"resistance\": [90810.8, 91338.2, 91753.0]\n },\n \"long_term\": {\n \"support\": [86807.7, 89368.9, 89553.8],\n \"resistance\": [92262.6, 93080.0, 94185.0]\n }\n },\n \"opportunities\": {\n \"short_term_5m_15m_1h\": {\n \"exists\": false,\n \"direction\": null,\n \"entry_price\": null,\n \"stop_loss\": null,\n \"take_profit\": null,\n \"reasoning\": \"当前价格$90,376.50处于短期震荡区间（90300-90500）下沿。5分钟趋势虽强但MACD死叉扩大，15分钟趋势转弱，1小时RSI中性偏弱且成交量萎缩。日内多空信号矛盾，缺乏明确方向。预期盈利空间不足1%，不符合交易条件。\"\n },\n \"medium_term_4h_1d\": {\n \"exists\": false,\n \"direction\": null,\n \"entry_price\": null,\n \"stop_loss\": null,\n \"take_profit\": null,\n \"reasoning\": \"4小时与日线周期量化评分均为负值，趋势不明，RSI中性偏弱，MACD死叉收窄但未转金叉。价格在关键中期支撑89368.9上方震荡，但上方阻力90800-91300区域压制明显。当前缺乏明确的波段启动信号，预期盈利空间不足2%。\"\n },\n \"long_term_1d_1w\": {\n \"exists\": false,\n \"direction\": null,\n \"entry_price\": null,\n \"stop_loss\": null,\n \"take_profit\": null,\n \"reasoning\": \"周线趋势虽为上涨（strong），但RSI处于弱势区（38.8），MACD仍为死叉。日线在长期支撑（89368.9）与阻力（92262.6）之间宽幅震荡。长期趋势方向未明，未出现明确的趋势反转或突破信号，不符合长期建仓条件。\"\n },\n \"ambush\": {\n \"exists\": true,\n \"price_level\": 89368.9,\n \"reasoning\": \"该价位是近期（12月8-9日）多次测试的关键中期支撑位（日线低点）。若价格再次回踩此位置并出现企稳信号（如长下影线、成交量放大、RSI底背离），可视为潜在的多头埋伏机会，盈亏比可能较优。\"\n }\n },\n \"recommendations_by_timeframe\": {\n \"short_term\": \"观望为主。价格在90300-90500区间内震荡，方向不明。激进者可尝试在区间下沿（90300附近）轻仓试多，严格止损于90100下方，目标看向90800。但鉴于信号矛盾且盈利空间有限，建议优先等待更明确的突破信号。\",\n \"medium_term\": \"保持观望，等待方向选择。关注关键支撑89368.9和阻力90810.8的突破情况。若放量跌破89368.9，则可能打开下行空间至88000。若放量突破并站稳90800上方，则可能再次测试91300-91700区域。\",\n \"long_term\": \"周线级别上涨趋势结构仍在，但日线处于调整中。长期投资者可关注89368.9关键支撑的防守情况，若在此位置附近企稳，可考虑分批布局。但需警惕若跌破此支撑，可能进一步下探86800（周线级别支撑）。\"\n },\n \"reasoning\": \"多周期综合分析显示市场处于震荡整理格局。短期（5m-1h）指标矛盾，缺乏一致方向。中期（4h-1d）趋势不明，价格在关键支撑与阻力间徘徊。长期（1d-1w）周线上涨趋势与日线调整形成对峙。当前价格位置（$90,376.50）接近短期震荡区间下沿，但未出现强烈的反转或突破信号。成交量整体萎缩，表明市场参与度不高，等待新的催化剂。综合来看，当前风险收益比不佳，建议以观望为主，等待关键价位的突破来确认下一步方向。\",\n \"risk_level\": \"MEDIUM\",\n \"key_factors\": [\"短期多空信号矛盾，缺乏方向性指引\", \"中期关键支撑89368.9的防守情况\", \"成交量整体萎缩，市场观望情绪浓厚\", \"周线长期趋势与日线调整周期的冲突\", \"上方90800-91300区域形成技术阻力\"]\n}\n```",
"risk_reward_ratio": 0 "risk_reward_ratio": 0
} }
} }

83
output/paper_trading_state.json
View File

@ -19,7 +19,32 @@
"avg_loss": 0.0, "avg_loss": 0.0,
"profit_factor": 0.0 "profit_factor": 0.0
}, },
"equity_curve": [] "equity_curve": [
{
"timestamp": "2025-12-09T09:09:26.089221",
"equity": 10000.0,
"initial_balance": 10000.0,
"realized_pnl": 0.0,
"unrealized_pnl": 0,
"price": 90380.0
},
{
"timestamp": "2025-12-09T09:09:56.112696",
"equity": 10000.0,
"initial_balance": 10000.0,
"realized_pnl": 0.0,
"unrealized_pnl": 0,
"price": 90380.7
},
{
"timestamp": "2025-12-09T09:10:26.141942",
"equity": 10000.0,
"initial_balance": 10000.0,
"realized_pnl": 0.0,
"unrealized_pnl": 0,
"price": 90353.3
}
]
}, },
"medium": { "medium": {
"timeframe": "medium", "timeframe": "medium",
@ -40,7 +65,32 @@
"avg_loss": 0.0, "avg_loss": 0.0,
"profit_factor": 0.0 "profit_factor": 0.0
}, },
"equity_curve": [] "equity_curve": [
{
"timestamp": "2025-12-09T09:09:26.089236",
"equity": 10000.0,
"initial_balance": 10000.0,
"realized_pnl": 0.0,
"unrealized_pnl": 0,
"price": 90380.0
},
{
"timestamp": "2025-12-09T09:09:56.112853",
"equity": 10000.0,
"initial_balance": 10000.0,
"realized_pnl": 0.0,
"unrealized_pnl": 0,
"price": 90380.7
},
{
"timestamp": "2025-12-09T09:10:26.142282",
"equity": 10000.0,
"initial_balance": 10000.0,
"realized_pnl": 0.0,
"unrealized_pnl": 0,
"price": 90353.3
}
]
}, },
"long": { "long": {
"timeframe": "long", "timeframe": "long",
@ -61,8 +111,33 @@
"avg_loss": 0.0, "avg_loss": 0.0,
"profit_factor": 0.0 "profit_factor": 0.0
}, },
"equity_curve": [] "equity_curve": [
{
"timestamp": "2025-12-09T09:09:26.089240",
"equity": 10000.0,
"initial_balance": 10000.0,
"realized_pnl": 0.0,
"unrealized_pnl": 0,
"price": 90380.0
},
{
"timestamp": "2025-12-09T09:09:56.112875",
"equity": 10000.0,
"initial_balance": 10000.0,
"realized_pnl": 0.0,
"unrealized_pnl": 0,
"price": 90380.7
},
{
"timestamp": "2025-12-09T09:10:26.142309",
"equity": 10000.0,
"initial_balance": 10000.0,
"realized_pnl": 0.0,
"unrealized_pnl": 0,
"price": 90353.3
}
]
} }
}, },
"last_updated": "2025-12-09T13:24:30.616776" "last_updated": "2025-12-09T09:10:26.142990"
} }

13
trading/realtime_trader.py
View File

@ -70,7 +70,8 @@ class RealtimeTrader:
for tf in TimeFrame: for tf in TimeFrame:
config = TIMEFRAME_CONFIG[tf] config = TIMEFRAME_CONFIG[tf]
account = self.trader.accounts[tf] account = self.trader.accounts[tf]
logger.info(f" [{config['name_en']}] Balance: ${account.balance:.2f}, Leverage: {account.leverage}x") equity = account.get_equity()
logger.info(f" [{config['name_en']}] Equity: ${equity:.2f}, Leverage: {account.leverage}x")
while self.is_running: while self.is_running:
try: try:
@ -178,7 +179,7 @@ class RealtimeTrader:
logger.info(f" Exit: ${details['exit_price']:.2f}") logger.info(f" Exit: ${details['exit_price']:.2f}")
logger.info(f" PnL: ${pnl:.2f} ({details['pnl_pct']:.2f}%)") logger.info(f" PnL: ${pnl:.2f} ({details['pnl_pct']:.2f}%)")
logger.info(f" Reason: {details['reason']}") logger.info(f" Reason: {details['reason']}")
logger.info(f" New Balance: ${details['new_balance']:.2f}") logger.info(f" New Equity: ${details.get('new_equity', 0):.2f}")
logger.info("=" * 60) logger.info("=" * 60)
elif action == 'REVERSE': elif action == 'REVERSE':
@ -206,7 +207,7 @@ class RealtimeTrader:
logger.info(f" {pnl_icon} PnL: ${pnl:.2f} ({close_result.get('pnl_pct', 0):.2f}%)") logger.info(f" {pnl_icon} PnL: ${pnl:.2f} ({close_result.get('pnl_pct', 0):.2f}%)")
logger.info(f" Entry: ${close_result.get('entry_price', 0):.2f}") logger.info(f" Entry: ${close_result.get('entry_price', 0):.2f}")
logger.info(f" Exit: ${close_result.get('exit_price', 0):.2f}") logger.info(f" Exit: ${close_result.get('exit_price', 0):.2f}")
logger.info(f" New Balance: ${close_result.get('new_balance', 0):.2f}") logger.info(f" New Equity: ${close_result.get('new_equity', 0):.2f}")
logger.info("=" * 60) logger.info("=" * 60)
if self.on_trade_callback: if self.on_trade_callback:
@ -224,13 +225,13 @@ class RealtimeTrader:
print(f"📊 MULTI-TIMEFRAME TRADING STATUS - {datetime.now().strftime('%Y-%m-%d %H:%M:%S')}") print(f"📊 MULTI-TIMEFRAME TRADING STATUS - {datetime.now().strftime('%Y-%m-%d %H:%M:%S')}")
print("=" * 80) print("=" * 80)
print(f"💵 Current Price: ${self.current_price:.2f}") print(f"💵 Current Price: ${self.current_price:.2f}")
print(f"💰 Total Balance: ${status['total_balance']:.2f} (Initial: ${status['total_initial_balance']:.2f})") print(f"💰 Total Equity: ${status['total_equity']:.2f} (Initial: ${status['total_initial_balance']:.2f})")
print(f"📈 Total Return: {status['total_return']:.2f}%") print(f"📈 Total Return: {status['total_return']:.2f}%")
print("-" * 80) print("-" * 80)
for tf_value, tf_status in status['timeframes'].items(): for tf_value, tf_status in status['timeframes'].items():
name = tf_status['name_en'] name = tf_status['name_en']
balance = tf_status['balance'] equity = tf_status['equity']
return_pct = tf_status['return_pct'] return_pct = tf_status['return_pct']
leverage = tf_status['leverage'] leverage = tf_status['leverage']
stats = tf_status['stats'] stats = tf_status['stats']
@ -238,7 +239,7 @@ class RealtimeTrader:
return_icon = "🟢" if return_pct > 0 else "🔴" if return_pct < 0 else "⚪" return_icon = "🟢" if return_pct > 0 else "🔴" if return_pct < 0 else "⚪"
print(f"\n📊 {name} ({leverage}x)") print(f"\n📊 {name} ({leverage}x)")
print(f" Balance: ${balance:.2f} | Return: {return_icon} {return_pct:+.2f}%") print(f" Equity: ${equity:.2f} | Return: {return_icon} {return_pct:+.2f}%")
print(f" Trades: {stats['total_trades']} | Win Rate: {stats['win_rate']:.1f}% | PnL: ${stats['total_pnl']:.2f}") print(f" Trades: {stats['total_trades']} | Win Rate: {stats['win_rate']:.1f}% | PnL: ${stats['total_pnl']:.2f}")
pos = tf_status.get('position') pos = tf_status.get('position')