增加均量突破回踩与真实涨停整理条件
This commit is contained in:
@@ -13,6 +13,10 @@ pub fn catalog() -> Value {
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"strength":{"label":"趋势强势","parameters":{"momentum_window":[25,5,120],"fast_window":[20,2,60],"slow_window":[60,20,252]},"stages":["selection","buy"],"method":"收盘价>短均线>长均线,按区间动量排序;不是当日金叉。"},
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"strength":{"label":"趋势强势","parameters":{"momentum_window":[25,5,120],"fast_window":[20,2,60],"slow_window":[60,20,252]},"stages":["selection","buy"],"method":"收盘价>短均线>长均线,按区间动量排序;不是当日金叉。"},
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"breakout":{"label":"前高突破","parameters":{"high_window":[60,5,252],"volume_window":[10,2,60],"volume_multiple":[1.3,1,10],"max_upper_shadow":[0.1,0,1]},"stages":["selection","buy"],"method":"收盘突破此前N日最高价,量达到此前M日均量倍数,上影比例受限;参考窗口不含当日。"},
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"breakout":{"label":"前高突破","parameters":{"high_window":[60,5,252],"volume_window":[10,2,60],"volume_multiple":[1.3,1,10],"max_upper_shadow":[0.1,0,1]},"stages":["selection","buy"],"method":"收盘突破此前N日最高价,量达到此前M日均量倍数,上影比例受限;参考窗口不含当日。"},
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"volume_spike":{"label":"放量上涨","parameters":{"volume_window":[5,2,60],"volume_multiple":[3.0,1,10]},"stages":["selection","buy"],"method":"当日上涨且量达到此前N日最大量的指定倍数;不等同价格创新高。"},
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"volume_spike":{"label":"放量上涨","parameters":{"volume_window":[5,2,60],"volume_multiple":[3.0,1,10]},"stages":["selection","buy"],"method":"当日上涨且量达到此前N日最大量的指定倍数;不等同价格创新高。"},
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"mean_volume_spike":{"label":"均量倍增","parameters":{"volume_window":[5,2,60],"volume_multiple":[3.0,1,10]},"stages":["selection","buy"],"method":"量达到此前N个交易日均量的M倍且当日上涨。分母不含当日;保留与最大量规则的区别。"},
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"mean_shrink_breakout":{"label":"倍量后缩量阳线突破","parameters":{"spike_lookback":[5,2,30],"volume_window":[5,2,60],"volume_multiple":[3.0,1,10],"shrink_ratio":[0.5,0.01,1]},"stages":["selection","buy"],"method":"此前出现N日均量M倍放量,当前缩量阳线收盘突破该放量日最高价。"},
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"breakout_retest":{"label":"突破回踩站回","parameters":{"high_window":[60,5,252],"retest_lookback":[10,2,30],"price_tolerance":[0.02,0,0.2],"shrink_ratio":[0.8,0.01,1]},"stages":["selection","buy"],"method":"观察窗先收盘突破此前N日最高价,随后低点回踩突破位容差区,今日收盘站回该位且不低于昨日、成交量收缩。突破与回踩不得同日。"},
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"limit_consolidation":{"label":"涨停后整理(日线)","parameters":{"anchor_lag":[4,2,30],"price_band":[0.05,0,0.3],"volume_band":[0.15,0,2],"ma_window":[5,2,60]},"stages":["selection","buy"],"method":"明确T-i日按真实涨停价收盘,后续收盘和量相对锚日偏离受限,今日收盘低于完整日线均线;不是盘中动态MA条件。"},
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"shrink_breakout":{"label":"缩量突破","parameters":{"spike_lookback":[5,2,30],"volume_window":[5,2,60],"volume_multiple":[3.0,1,10],"shrink_ratio":[0.5,0.01,1]},"stages":["selection","buy"],"method":"此前观察窗有放量日,今日收盘超过该日最高价,成交量不超过其指定比例。"},
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"shrink_breakout":{"label":"缩量突破","parameters":{"spike_lookback":[5,2,30],"volume_window":[5,2,60],"volume_multiple":[3.0,1,10],"shrink_ratio":[0.5,0.01,1]},"stages":["selection","buy"],"method":"此前观察窗有放量日,今日收盘超过该日最高价,成交量不超过其指定比例。"},
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"ma_below":{"label":"均线下方","parameters":{"ma_window":[20,2,252]},"stages":["sell"],"method":"完整收盘价低于含当日的N日均线;独立卖出条件。"},
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"ma_below":{"label":"均线下方","parameters":{"ma_window":[20,2,252]},"stages":["sell"],"method":"完整收盘价低于含当日的N日均线;独立卖出条件。"},
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"volume_down":{"label":"放量下跌","parameters":{"volume_window":[5,2,60],"volume_multiple":[3.0,1,10]},"stages":["sell"],"method":"当日下跌且量达到此前N日最大量的指定倍数。"}
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"volume_down":{"label":"放量下跌","parameters":{"volume_window":[5,2,60],"volume_multiple":[3.0,1,10]},"stages":["sell"],"method":"当日下跌且量达到此前N日最大量的指定倍数。"}
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@@ -75,7 +79,7 @@ impl PatternSpec {
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if number < bounds[1].as_f64().unwrap() || number > bounds[2].as_f64().unwrap() {
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if number < bounds[1].as_f64().unwrap() || number > bounds[2].as_f64().unwrap() {
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return Err(format!("{key}超出允许范围"));
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return Err(format!("{key}超出允许范围"));
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}
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}
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if key.ends_with("window") || key == "spike_lookback" {
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if key.ends_with("window") || key.ends_with("lookback") || key == "anchor_lag" {
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if number.fract() != 0.0 {
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if number.fract() != 0.0 {
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return Err(format!("{key}必须是整数"));
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return Err(format!("{key}必须是整数"));
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}
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}
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@@ -100,9 +104,11 @@ impl PatternSpec {
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"expression" => self.n("history_window"),
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"expression" => self.n("history_window"),
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"strength" => self.n("slow_window").max(self.n("momentum_window") + 1),
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"strength" => self.n("slow_window").max(self.n("momentum_window") + 1),
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"breakout" => self.n("high_window").max(self.n("volume_window")) + 1,
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"breakout" => self.n("high_window").max(self.n("volume_window")) + 1,
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"volume_spike" | "volume_down" => self.n("volume_window") + 1,
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"volume_spike" | "volume_down" | "mean_volume_spike" => self.n("volume_window") + 1,
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"breakout_retest" => self.n("high_window") + self.n("retest_lookback") + 1,
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"limit_consolidation" => (self.n("anchor_lag")+1).max(self.n("ma_window")),
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"ma_below" => self.n("ma_window").max(2),
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"ma_below" => self.n("ma_window").max(2),
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"shrink_breakout" => self.n("spike_lookback") + self.n("volume_window") + 1,
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"shrink_breakout" | "mean_shrink_breakout" => self.n("spike_lookback") + self.n("volume_window") + 1,
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_ => unreachable!(),
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_ => unreachable!(),
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}
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}
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}
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}
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@@ -121,6 +127,10 @@ pub struct PatternBar {
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pub prev_close: Option<f64>,
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pub prev_close: Option<f64>,
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#[serde(default)]
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#[serde(default)]
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pub amount: Option<f64>,
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pub amount: Option<f64>,
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#[serde(default)]
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pub upper_limit: Option<f64>,
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#[serde(default)]
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pub no_limit: Option<bool>,
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pub adjustment_factor_backward1: Option<f64>,
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pub adjustment_factor_backward1: Option<f64>,
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pub paused: Option<bool>,
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pub paused: Option<bool>,
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#[serde(default)]
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#[serde(default)]
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@@ -434,11 +444,12 @@ pub fn evaluate(
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spec.v("max_upper_shadow"),
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spec.v("max_upper_shadow"),
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);
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);
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}
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}
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"volume_spike" | "volume_down" => {
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"volume_spike" | "volume_down" | "mean_volume_spike" => {
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let high = prices[len - 1 - spec.n("volume_window")..len - 1]
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let reference = &prices[len - 1 - spec.n("volume_window")..len - 1];
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let high = if spec.template=="mean_volume_spike" {mean(reference.iter().map(|b|b.4))?} else {reference
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.iter()
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.iter()
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.map(|b| b.4)
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.map(|b| b.4)
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.fold(0.0, f64::max);
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.fold(0.0, f64::max)};
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if high <= 0.0 {
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if high <= 0.0 {
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return Err(format!(
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return Err(format!(
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"pattern_input_invalid: symbol={}, reason=zero_reference_volume",
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"pattern_input_invalid: symbol={}, reason=zero_reference_volume",
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@@ -449,20 +460,20 @@ pub fn evaluate(
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result.values["volume_ratio"] = json!(v / high);
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result.values["volume_ratio"] = json!(v / high);
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check(
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check(
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&mut result.checks,
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&mut result.checks,
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"最大量倍数",
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if spec.template=="mean_volume_spike" {"均量倍数"} else {"最大量倍数"},
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v / high,
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v / high,
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">=",
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">=",
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spec.v("volume_multiple"),
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spec.v("volume_multiple"),
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);
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);
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check(
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check(
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&mut result.checks,
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&mut result.checks,
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if spec.template == "volume_spike" {
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if spec.template != "volume_down" {
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"当日上涨"
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"当日上涨"
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} else {
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} else {
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"当日下跌"
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"当日下跌"
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},
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},
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change,
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change,
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if spec.template == "volume_spike" {
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if spec.template != "volume_down" {
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">"
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">"
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} else {
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} else {
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"<"
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"<"
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@@ -476,14 +487,15 @@ pub fn evaluate(
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result.values["ma"] = json!(avg);
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result.values["ma"] = json!(avg);
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check(&mut result.checks, "收盘低于均线", c, "<", avg);
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check(&mut result.checks, "收盘低于均线", c, "<", avg);
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}
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}
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"shrink_breakout" => {
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"shrink_breakout" | "mean_shrink_breakout" => {
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let mut spikes = Vec::new();
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let mut spikes = Vec::new();
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let mut eligible = Vec::new();
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let mut eligible = Vec::new();
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for i in len - 1 - spec.n("spike_lookback")..len - 1 {
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for i in len - 1 - spec.n("spike_lookback")..len - 1 {
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let prior = prices[i - spec.n("volume_window")..i]
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let reference=&prices[i - spec.n("volume_window")..i];
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let prior = if spec.template=="mean_shrink_breakout"{mean(reference.iter().map(|b|b.4))?}else{reference
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.iter()
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.iter()
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.map(|b| b.4)
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.map(|b| b.4)
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.fold(0.0, f64::max);
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.fold(0.0, f64::max)};
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if prior <= 0.0 {
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if prior <= 0.0 {
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return Err(format!(
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return Err(format!(
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"pattern_input_invalid: symbol={}, date={}, reason=zero_reference_volume",
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"pattern_input_invalid: symbol={}, date={}, reason=zero_reference_volume",
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@@ -523,6 +535,44 @@ pub fn evaluate(
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spec.v("shrink_ratio"),
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spec.v("shrink_ratio"),
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);
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);
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}
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}
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if spec.template=="mean_shrink_breakout" {check(&mut result.checks,"当前为阳线",c,">",o);}
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}
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"breakout_retest" => {
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let mut anchors=Vec::new();let mut eligible=Vec::new();
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for i in len-1-spec.n("retest_lookback")..len-1 {
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let level=prices[i-spec.n("high_window")..i].iter().map(|b|b.1).fold(f64::NEG_INFINITY,f64::max);
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if prices[i].3<=level {continue;}
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let retraced=prices[i+1..].iter().any(|b| b.2 <= level*(1.0+spec.v("price_tolerance")));
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anchors.push((i,level,retraced));
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if retraced&&c>=level&&c>=prices[len-2].3&&prices[i].4>0.0&&v<=prices[i].4*spec.v("shrink_ratio") {eligible.push((i,level,retraced));}
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}
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check(&mut result.checks,"观察窗存在先前突破",anchors.len() as f64,">",0.0);
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if let Some(&(i,level,retraced))=eligible.last().or_else(||anchors.last()) {
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result.values["breakout_date"]=json!(days[i]);result.values["breakout_level"]=json!(level);result.values["days_since_breakout"]=json!(len-1-i);
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check(&mut result.checks,"突破后曾回踩",if retraced{1.0}else{0.0},">",0.0);
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check(&mut result.checks,"收盘重新站回突破位",c,">=",level);
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check(&mut result.checks,"收盘不低于昨日",c,">=",prices[len-2].3);
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if prices[i].4<=0.0{return Err("突破锚日成交量为零,不能计算缩量比例".into());}
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check(&mut result.checks,"相对突破日缩量",v/prices[i].4,"<=",spec.v("shrink_ratio"));
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score=Some(c/level-1.0);
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}
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}
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"limit_consolidation" => {
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let i=len-1-spec.n("anchor_lag");let anchor=by_day[&days[i]];
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let is_limit=if anchor.no_limit==Some(true){false}else{
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let upper=number(anchor.upper_limit,&series.symbol,days[i],"upper_limit")?;
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if upper<=0.0||upper>=99999.0{return Err("涨停事件缺少有效源涨停价或无涨跌幅限制证据,禁止按比例推算".into());}
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(anchor.close.unwrap()/upper-1.0).abs()<=1e-8
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};
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if prices[i].4<=0.0{return Err("涨停锚日成交量为零".into());}
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let price_gap=prices[i+1..].iter().map(|b|(b.3/prices[i].3-1.0).abs()).fold(0.0,f64::max);
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let volume_gap=prices[i+1..].iter().map(|b|(b.4/prices[i].4-1.0).abs()).fold(0.0,f64::max);
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let avg=mean(prices[len-spec.n("ma_window")..].iter().map(|b|b.3))?;
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result.values["limit_date"]=json!(days[i]);result.values["price_deviation"]=json!(price_gap);result.values["volume_deviation"]=json!(volume_gap);
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check(&mut result.checks,"锚日真实涨停收盘",if is_limit{1.0}else{0.0},">",0.0);
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check(&mut result.checks,"后续收盘最大偏离",price_gap,"<=",spec.v("price_band"));
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check(&mut result.checks,"后续成交量最大偏离",volume_gap,"<=",spec.v("volume_band"));
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check(&mut result.checks,"收盘低于日线均线",c,"<",avg);score=Some(avg/c-1.0);
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}
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}
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_ => unreachable!(),
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_ => unreachable!(),
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}
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}
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@@ -553,6 +603,8 @@ pub fn evaluate_dataset(
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volume: Some(b.volume as f64),
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volume: Some(b.volume as f64),
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prev_close: data.factor_numeric_value(d, symbol, "pre_close"),
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prev_close: data.factor_numeric_value(d, symbol, "pre_close"),
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amount: data.factor_numeric_value(d, symbol, "amount"),
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amount: data.factor_numeric_value(d, symbol, "amount"),
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upper_limit: Some(b.upper_limit),
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no_limit: data.factor_numeric_value(d,symbol,"no_limit").map(|v|v==1.0),
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adjustment_factor_backward1: data
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adjustment_factor_backward1: data
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.factor(d, symbol)
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.factor(d, symbol)
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.and_then(|f| f.adjustment_factor_backward1),
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.and_then(|f| f.adjustment_factor_backward1),
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@@ -662,6 +714,8 @@ mod tests {
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volume: Some(100.0),
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volume: Some(100.0),
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prev_close: Some(p - 1.0),
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prev_close: Some(p - 1.0),
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amount: Some(p * 100.0),
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amount: Some(p * 100.0),
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upper_limit: None,
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no_limit: None,
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adjustment_factor_backward1: Some(1.0),
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adjustment_factor_backward1: Some(1.0),
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paused: Some(false),
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paused: Some(false),
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source_path: None,
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source_path: None,
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@@ -725,6 +779,8 @@ mod tests {
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volume: Some(1000.0),
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volume: Some(1000.0),
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prev_close: Some(c - 1.0),
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prev_close: Some(c - 1.0),
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amount: Some(c * 1000.0),
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amount: Some(c * 1000.0),
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upper_limit: None,
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no_limit: None,
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adjustment_factor_backward1: Some(1.0),
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adjustment_factor_backward1: Some(1.0),
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paused: Some(false),
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paused: Some(false),
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source_path: Some("fixture.parquet".into()),
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source_path: Some("fixture.parquet".into()),
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@@ -775,6 +831,51 @@ mod tests {
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assert_eq!(a.checks, b.checks);
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assert_eq!(a.checks, b.checks);
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}
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}
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|
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#[test]
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fn mean_volume_is_not_prior_max_and_excludes_current_bar() {
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let (spec,days,mut series)=fixture("mean_volume_spike");
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for (bar,volume) in series.bars.iter_mut().zip([10.,10.,10.,10.,100.,100.]) {bar.volume=Some(volume);}
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assert!(evaluate(&spec,&days,&series).unwrap().matched);
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let mut old=spec.clone();old.template="volume_spike".into();
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assert!(!evaluate(&old,&days,&series).unwrap().matched);
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assert_eq!(evaluate(&spec,&days,&series).unwrap().values["volume_ratio"],json!(100./28.));
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}
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#[test]
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fn mean_volume_followup_requires_bullish_breakout_and_shrink() {
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let (spec,days,mut series)=fixture("mean_shrink_breakout");
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series.bars[6].volume=Some(4000.);
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let last=series.bars.last_mut().unwrap();last.open=Some(19.);last.low=Some(19.);
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assert!(evaluate(&spec,&days,&series).unwrap().matched);
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series.bars.last_mut().unwrap().volume=Some(3000.);
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assert!(!evaluate(&spec,&days,&series).unwrap().matched);
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}
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#[test]
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fn breakout_retest_needs_a_later_retest_not_the_breakout_candle_itself() {
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||||||
|
let (spec,days,mut series)=fixture("breakout_retest");
|
||||||
|
for b in &mut series.bars {b.open=Some(10.);b.high=Some(10.);b.low=Some(10.);b.close=Some(10.);}
|
||||||
|
let anchor=series.bars.len()-11;
|
||||||
|
let b=&mut series.bars[anchor];b.open=Some(11.);b.high=Some(12.1);b.low=Some(9.9);b.close=Some(12.);b.volume=Some(2000.);
|
||||||
|
for b in &mut series.bars[anchor+1..] {b.open=Some(10.3);b.high=Some(10.4);b.low=Some(10.3);b.close=Some(10.4);}
|
||||||
|
assert!(!evaluate(&spec,&days,&series).unwrap().matched);
|
||||||
|
series.bars[anchor+1].low=Some(9.95);
|
||||||
|
assert!(evaluate(&spec,&days,&series).unwrap().matched);
|
||||||
|
}
|
||||||
|
|
||||||
|
#[test]
|
||||||
|
fn limit_consolidation_requires_real_limit_and_never_infers_ten_percent() {
|
||||||
|
let (spec,days,mut series)=fixture("limit_consolidation");
|
||||||
|
for (b,c) in series.bars.iter_mut().zip([10.,10.1,10.2,10.1,9.9]) {b.open=Some(c);b.high=Some(c);b.low=Some(c);b.close=Some(c);}
|
||||||
|
assert!(evaluate(&spec,&days,&series).unwrap_err().contains("upper_limit"));
|
||||||
|
series.bars[0].upper_limit=Some(10.);
|
||||||
|
assert!(evaluate(&spec,&days,&series).unwrap().matched);
|
||||||
|
series.bars[0].no_limit=Some(true);
|
||||||
|
assert!(!evaluate(&spec,&days,&series).unwrap().matched);
|
||||||
|
series.bars[0].no_limit=Some(false);series.bars[0].upper_limit=Some(0.);
|
||||||
|
assert!(evaluate(&spec,&days,&series).is_err());
|
||||||
|
}
|
||||||
|
|
||||||
#[test]
|
#[test]
|
||||||
fn daily_patterns_flat_decimal_prices_do_not_create_a_sell_signal() {
|
fn daily_patterns_flat_decimal_prices_do_not_create_a_sell_signal() {
|
||||||
let (mut spec, _, mut series) = fixture("strength");
|
let (mut spec, _, mut series) = fixture("strength");
|
||||||
|
|||||||
Reference in New Issue
Block a user