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@@ -1675,6 +1675,7 @@ impl PlatformExprStrategy {
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scope.push("tick_volume", stock.tick_volume);
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scope.push("bid1_volume", stock.bid1_volume);
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scope.push("ask1_volume", stock.ask1_volume);
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scope.push("turnover", stock.turnover_ratio);
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scope.push("turnover_ratio", stock.turnover_ratio);
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scope.push("effective_turnover_ratio", stock.effective_turnover_ratio);
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scope.push("open", stock.open);
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@@ -1763,6 +1764,7 @@ impl PlatformExprStrategy {
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factors.insert("tick_volume".into(), Dynamic::from(stock.tick_volume));
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factors.insert("bid1_volume".into(), Dynamic::from(stock.bid1_volume));
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factors.insert("ask1_volume".into(), Dynamic::from(stock.ask1_volume));
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factors.insert("turnover".into(), Dynamic::from(stock.turnover_ratio));
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factors.insert("turnover_ratio".into(), Dynamic::from(stock.turnover_ratio));
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factors.insert(
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"effective_turnover_ratio".into(),
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@@ -2009,8 +2011,9 @@ impl PlatformExprStrategy {
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})
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.filter(|value| !value.trim().is_empty());
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let mut script_parts = Vec::new();
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if !self.config.prelude.trim().is_empty() {
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script_parts.push(self.config.prelude.trim().to_string());
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let prelude = Self::normalize_prelude_for_eval(&self.config.prelude);
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if !prelude.trim().is_empty() {
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script_parts.push(prelude);
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}
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if let Some(alias_prelude) = factor_alias_prelude {
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script_parts.push(alias_prelude);
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@@ -2028,6 +2031,28 @@ impl PlatformExprStrategy {
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Self::rewrite_ternary(expr.trim())
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}
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fn normalize_prelude_for_eval(prelude: &str) -> String {
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prelude
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.lines()
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.map(|line| {
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let trimmed = line.trim_end();
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let head = trimmed.trim_start();
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if head.is_empty()
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|| head.starts_with("//")
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|| trimmed.ends_with(';')
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|| trimmed.ends_with('{')
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|| trimmed.ends_with('}')
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|| !(head.starts_with("let ") || head.starts_with("const "))
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{
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trimmed.to_string()
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} else {
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format!("{trimmed};")
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}
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})
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.collect::<Vec<_>>()
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.join("\n")
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}
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fn expand_runtime_helpers(
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&self,
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ctx: &StrategyContext<'_>,
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@@ -2766,6 +2791,14 @@ impl PlatformExprStrategy {
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)
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}
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fn is_non_numeric_expr_error(error: &BacktestError) -> bool {
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matches!(
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error,
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BacktestError::Execution(message)
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if message.starts_with("platform expr did not produce a number: ")
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)
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}
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fn split_top_level_args(args: &str) -> Vec<String> {
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let mut parts = Vec::new();
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let mut start = 0usize;
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@@ -2960,26 +2993,33 @@ impl PlatformExprStrategy {
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}
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fn rewrite_ternary(expr: &str) -> String {
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let Some((question_idx, colon_idx)) = Self::find_top_level_ternary(expr) else {
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return expr.trim().to_string();
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let trimmed = expr.trim();
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let Some((condition_start, question_idx, colon_idx, false_end)) =
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Self::find_ternary_span(trimmed)
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else {
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return trimmed.to_string();
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};
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let condition = Self::rewrite_ternary(expr[..question_idx].trim());
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let when_true = Self::rewrite_ternary(expr[question_idx + 1..colon_idx].trim());
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let when_false = Self::rewrite_ternary(expr[colon_idx + 1..].trim());
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format!(
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"if {} {{ {} }} else {{ {} }}",
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let condition = Self::rewrite_ternary(trimmed[condition_start..question_idx].trim());
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let when_true = Self::rewrite_ternary(trimmed[question_idx + 1..colon_idx].trim());
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let when_false = Self::rewrite_ternary(trimmed[colon_idx + 1..false_end].trim());
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let mut rewritten = String::new();
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rewritten.push_str(&trimmed[..condition_start]);
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rewritten.push_str(&format!(
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"(if {} {{ {} }} else {{ {} }})",
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condition, when_true, when_false
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)
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));
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rewritten.push_str(&trimmed[false_end..]);
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Self::rewrite_ternary(&rewritten)
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}
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fn find_top_level_ternary(expr: &str) -> Option<(usize, usize)> {
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fn find_ternary_span(expr: &str) -> Option<(usize, usize, usize, usize)> {
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let mut paren_depth = 0i32;
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let mut brace_depth = 0i32;
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let mut bracket_depth = 0i32;
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let mut in_single_quote = false;
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let mut in_double_quote = false;
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let mut escaped = false;
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let mut question_stack = Vec::new();
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let mut question_stack: Vec<(usize, i32, i32, i32)> = Vec::new();
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for (idx, ch) in expr.char_indices() {
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if escaped {
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@@ -3003,13 +3043,25 @@ impl PlatformExprStrategy {
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'}' => brace_depth -= 1,
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'[' => bracket_depth += 1,
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']' => bracket_depth -= 1,
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'?' if paren_depth == 0 && brace_depth == 0 && bracket_depth == 0 => {
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question_stack.push(idx);
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'?' => {
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question_stack.push((idx, paren_depth, brace_depth, bracket_depth));
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}
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':' if paren_depth == 0 && brace_depth == 0 && bracket_depth == 0 => {
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if let Some(question_idx) = question_stack.pop() {
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if question_stack.is_empty() {
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return Some((question_idx, idx));
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':' => {
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if let Some(&(question_idx, question_paren, question_brace, question_bracket)) =
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question_stack.last()
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{
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if question_paren == paren_depth
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&& question_brace == brace_depth
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&& question_bracket == bracket_depth
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{
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question_stack.pop();
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let condition_start = Self::find_ternary_condition_start(
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expr,
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question_idx,
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question_paren,
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);
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let false_end = Self::find_ternary_false_end(expr, idx, paren_depth);
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return Some((condition_start, question_idx, idx, false_end));
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}
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}
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}
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@@ -3019,6 +3071,97 @@ impl PlatformExprStrategy {
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None
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}
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fn find_ternary_condition_start(
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expr: &str,
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question_idx: usize,
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ternary_paren_depth: i32,
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) -> usize {
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let mut paren_depth = 0i32;
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let mut brace_depth = 0i32;
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let mut bracket_depth = 0i32;
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let mut in_single_quote = false;
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let mut in_double_quote = false;
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let mut escaped = false;
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let mut start = 0usize;
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for (idx, ch) in expr.char_indices() {
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if idx >= question_idx {
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break;
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}
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if escaped {
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escaped = false;
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continue;
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}
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match ch {
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'\\' if in_single_quote || in_double_quote => escaped = true,
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'\'' if !in_double_quote => in_single_quote = !in_single_quote,
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'"' if !in_single_quote => in_double_quote = !in_double_quote,
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_ if in_single_quote || in_double_quote => {}
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'(' => {
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let next_depth = paren_depth + 1;
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paren_depth += 1;
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if next_depth == ternary_paren_depth && brace_depth == 0 && bracket_depth == 0
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{
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start = idx + ch.len_utf8();
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}
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}
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')' => paren_depth -= 1,
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'{' => brace_depth += 1,
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'}' => brace_depth -= 1,
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'[' => bracket_depth += 1,
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']' => bracket_depth -= 1,
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',' if paren_depth == 0 && brace_depth == 0 && bracket_depth == 0 => {
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start = idx + ch.len_utf8();
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}
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_ => {}
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}
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}
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start
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}
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fn find_ternary_false_end(expr: &str, colon_idx: usize, ternary_paren_depth: i32) -> usize {
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let mut paren_depth = ternary_paren_depth;
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let mut brace_depth = 0i32;
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let mut bracket_depth = 0i32;
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let mut in_single_quote = false;
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let mut in_double_quote = false;
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let mut escaped = false;
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for (idx, ch) in expr[colon_idx + 1..].char_indices() {
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let absolute_idx = colon_idx + 1 + idx;
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if escaped {
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escaped = false;
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continue;
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}
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match ch {
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'\\' if in_single_quote || in_double_quote => escaped = true,
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'\'' if !in_double_quote => in_single_quote = !in_single_quote,
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'"' if !in_single_quote => in_double_quote = !in_double_quote,
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_ if in_single_quote || in_double_quote => {}
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'(' => paren_depth += 1,
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')' => {
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if paren_depth == ternary_paren_depth && brace_depth == 0 && bracket_depth == 0
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{
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return absolute_idx;
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}
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paren_depth -= 1;
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}
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'{' => brace_depth += 1,
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'}' => brace_depth -= 1,
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'[' => bracket_depth += 1,
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']' => bracket_depth -= 1,
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',' if paren_depth == ternary_paren_depth
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&& brace_depth == 0
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&& bracket_depth == 0 =>
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{
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return absolute_idx;
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}
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_ => {}
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}
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}
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expr.len()
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}
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fn eval_float(
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&self,
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ctx: &StrategyContext<'_>,
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@@ -4006,7 +4149,7 @@ impl PlatformExprStrategy {
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"tick_volume" => Some(stock.tick_volume as f64),
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"bid1_volume" => Some(stock.bid1_volume as f64),
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"ask1_volume" => Some(stock.ask1_volume as f64),
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"turnover_ratio" => Some(stock.turnover_ratio),
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"turnover" | "turnover_ratio" => Some(stock.turnover_ratio),
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"effective_turnover_ratio" => Some(stock.effective_turnover_ratio),
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"open" => Some(stock.open),
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"high" => Some(stock.high),
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@@ -4075,6 +4218,7 @@ impl PlatformExprStrategy {
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return match self.eval_float(ctx, &self.config.rank_expr, day, Some(stock), None) {
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Ok(value) => Ok(value),
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Err(error) if Self::is_missing_rolling_mean_error(&error) => Ok(f64::NAN),
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Err(error) if Self::is_non_numeric_expr_error(&error) => Ok(f64::NAN),
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Err(error) => Err(error),
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};
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}
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@@ -4686,6 +4830,14 @@ mod tests {
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NaiveDate::from_ymd_opt(year, month, day).expect("valid date")
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}
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#[test]
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fn platform_expr_rewrites_nested_ternary() {
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let expr = "pct_change(\"close\", 10) + (((close / rolling_mean(\"close\", 20)) - 1) > 0 ? 0.04 : -0.04)";
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let rewritten = PlatformExprStrategy::rewrite_ternary(expr);
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assert!(rewritten.contains("if ((close / rolling_mean(\"close\", 20)) - 1) > 0"));
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assert!(!rewritten.contains('?'));
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}
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fn sample_calendar() -> TradingCalendar {
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TradingCalendar::new(vec![
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d(2025, 1, 30),
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|
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@@ -5376,7 +5528,11 @@ mod tests {
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cfg.market_cap_lower_expr = "0".to_string();
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cfg.market_cap_upper_expr = "100".to_string();
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cfg.selection_limit_expr = "1".to_string();
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cfg.stock_filter_expr = "rolling_mean(\"volume\", 60) > 0".to_string();
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cfg.stock_filter_expr = concat!(
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"rolling_mean(\"volume\", 60) > 0",
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" && pct_change(\"close\", 1) > 0.0"
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)
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.to_string();
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let mut strategy = PlatformExprStrategy::new(cfg);
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let decision = strategy.on_day(&ctx).expect("platform decision");
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|
|
@@ -5534,6 +5690,139 @@ mod tests {
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|
|
assert_eq!(decision.order_intents.len(), 1);
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}
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#[test]
|
|
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|
|
fn platform_selection_expands_pct_change_in_filter_and_rank_expr() {
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|
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let dates = [d(2025, 1, 2), d(2025, 1, 3), d(2025, 1, 6)];
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|
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let market_rows = dates
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|
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.iter()
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|
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.enumerate()
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|
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.map(|(index, date)| DailyMarketSnapshot {
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date: *date,
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symbol: "000001.SZ".to_string(),
|
|
|
|
|
timestamp: None,
|
|
|
|
|
day_open: 10.0 + index as f64,
|
|
|
|
|
open: 10.0 + index as f64,
|
|
|
|
|
high: 10.5 + index as f64,
|
|
|
|
|
low: 9.5 + index as f64,
|
|
|
|
|
close: 10.0 + index as f64,
|
|
|
|
|
last_price: 10.0 + index as f64,
|
|
|
|
|
bid1: 10.0 + index as f64,
|
|
|
|
|
ask1: 10.0 + index as f64,
|
|
|
|
|
prev_close: 9.8 + index as f64,
|
|
|
|
|
volume: 1000 + index as u64 * 100,
|
|
|
|
|
tick_volume: 0,
|
|
|
|
|
bid1_volume: 0,
|
|
|
|
|
ask1_volume: 0,
|
|
|
|
|
trading_phase: None,
|
|
|
|
|
paused: false,
|
|
|
|
|
upper_limit: 20.0,
|
|
|
|
|
lower_limit: 5.0,
|
|
|
|
|
price_tick: 0.01,
|
|
|
|
|
})
|
|
|
|
|
.collect::<Vec<_>>();
|
|
|
|
|
let factor_rows = dates
|
|
|
|
|
.iter()
|
|
|
|
|
.map(|date| DailyFactorSnapshot {
|
|
|
|
|
date: *date,
|
|
|
|
|
symbol: "000001.SZ".to_string(),
|
|
|
|
|
market_cap_bn: 12.0,
|
|
|
|
|
free_float_cap_bn: 10.0,
|
|
|
|
|
pe_ttm: 8.0,
|
|
|
|
|
turnover_ratio: Some(1.0),
|
|
|
|
|
effective_turnover_ratio: Some(1.0),
|
|
|
|
|
extra_factors: BTreeMap::new(),
|
|
|
|
|
})
|
|
|
|
|
.collect::<Vec<_>>();
|
|
|
|
|
let candidate_rows = dates
|
|
|
|
|
.iter()
|
|
|
|
|
.map(|date| CandidateEligibility {
|
|
|
|
|
date: *date,
|
|
|
|
|
symbol: "000001.SZ".to_string(),
|
|
|
|
|
is_st: false,
|
|
|
|
|
is_new_listing: false,
|
|
|
|
|
is_paused: false,
|
|
|
|
|
allow_buy: true,
|
|
|
|
|
allow_sell: true,
|
|
|
|
|
is_kcb: false,
|
|
|
|
|
is_one_yuan: false,
|
|
|
|
|
})
|
|
|
|
|
.collect::<Vec<_>>();
|
|
|
|
|
let benchmark_rows = dates
|
|
|
|
|
.iter()
|
|
|
|
|
.map(|date| BenchmarkSnapshot {
|
|
|
|
|
date: *date,
|
|
|
|
|
benchmark: "000852.SH".to_string(),
|
|
|
|
|
open: 1000.0,
|
|
|
|
|
close: 1002.0,
|
|
|
|
|
prev_close: 998.0,
|
|
|
|
|
volume: 1_000_000,
|
|
|
|
|
})
|
|
|
|
|
.collect::<Vec<_>>();
|
|
|
|
|
let data = DataSet::from_components(
|
|
|
|
|
vec![Instrument {
|
|
|
|
|
symbol: "000001.SZ".to_string(),
|
|
|
|
|
name: "Ping An Bank".to_string(),
|
|
|
|
|
board: "SZ".to_string(),
|
|
|
|
|
round_lot: 100,
|
|
|
|
|
listed_at: Some(d(2020, 1, 1)),
|
|
|
|
|
delisted_at: None,
|
|
|
|
|
status: "active".to_string(),
|
|
|
|
|
}],
|
|
|
|
|
market_rows,
|
|
|
|
|
factor_rows,
|
|
|
|
|
candidate_rows,
|
|
|
|
|
benchmark_rows,
|
|
|
|
|
)
|
|
|
|
|
.expect("dataset");
|
|
|
|
|
let portfolio = PortfolioState::new(1_000_000.0);
|
|
|
|
|
let subscriptions = BTreeSet::new();
|
|
|
|
|
let ctx = StrategyContext {
|
|
|
|
|
execution_date: dates[2],
|
|
|
|
|
decision_date: dates[2],
|
|
|
|
|
decision_index: 2,
|
|
|
|
|
data: &data,
|
|
|
|
|
portfolio: &portfolio,
|
|
|
|
|
futures_account: None,
|
|
|
|
|
open_orders: &[],
|
|
|
|
|
dynamic_universe: None,
|
|
|
|
|
subscriptions: &subscriptions,
|
|
|
|
|
process_events: &[],
|
|
|
|
|
active_process_event: None,
|
|
|
|
|
active_datetime: None,
|
|
|
|
|
order_events: &[],
|
|
|
|
|
fills: &[],
|
|
|
|
|
};
|
|
|
|
|
let mut cfg = PlatformExprStrategyConfig::microcap_rotation();
|
|
|
|
|
cfg.signal_symbol = "000001.SZ".to_string();
|
|
|
|
|
cfg.refresh_rate = 1;
|
|
|
|
|
cfg.max_positions = 1;
|
|
|
|
|
cfg.benchmark_short_ma_days = 1;
|
|
|
|
|
cfg.benchmark_long_ma_days = 1;
|
|
|
|
|
cfg.market_cap_lower_expr = "0".to_string();
|
|
|
|
|
cfg.market_cap_upper_expr = "100".to_string();
|
|
|
|
|
cfg.selection_limit_expr = "1".to_string();
|
|
|
|
|
cfg.prelude = "let turnover_floor = 0\nlet boost = 0.5".to_string();
|
|
|
|
|
cfg.stock_filter_expr = concat!(
|
|
|
|
|
"close > rolling_mean(\"close\", 2)",
|
|
|
|
|
" && pct_change(\"close\", 1) > 0.08",
|
|
|
|
|
" && turnover > turnover_floor"
|
|
|
|
|
)
|
|
|
|
|
.to_string();
|
|
|
|
|
cfg.exposure_expr = "signal_close > 0 ? 1.0 : 0.5".to_string();
|
|
|
|
|
cfg.buy_scale_expr = "touched_upper_limit ? 1.0 : 0.5".to_string();
|
|
|
|
|
cfg.rank_expr = concat!(
|
|
|
|
|
"(close / rolling_mean(\"close\", 2)) * 0.5",
|
|
|
|
|
" + pct_change(\"close\", 1) * boost"
|
|
|
|
|
)
|
|
|
|
|
.to_string();
|
|
|
|
|
cfg.rank_desc = true;
|
|
|
|
|
let mut strategy = PlatformExprStrategy::new(cfg);
|
|
|
|
|
|
|
|
|
|
let decision = strategy.on_day(&ctx).expect("platform decision");
|
|
|
|
|
|
|
|
|
|
assert_eq!(decision.order_intents.len(), 1);
|
|
|
|
|
}
|
|
|
|
|
|
|
|
|
|
#[test]
|
|
|
|
|
fn platform_strategy_emits_target_shares_explicit_action() {
|
|
|
|
|
let date = d(2025, 2, 3);
|
|
|
|
|
|