1pub use pine_ast as ast;
3pub use pine_broker as broker;
4pub use pine_builtins as builtins;
5use pine_builtins::DefaultPineOutput;
6pub use pine_core as core;
7pub use pine_data as data;
8pub use pine_diagnostics as diagnostics;
9pub use pine_format as format;
10pub use pine_interpreter as interpreter;
11pub use pine_lexer as lexer;
12pub use pine_lint as lint;
13pub use pine_parser as parser;
14pub use pine_sema as sema;
15
16mod backtest;
17mod run;
18
19pub use backtest::{Backtest, Metrics};
20pub use pine_core::{DataProvider, DirLoader, FileResolver, LibraryLoader};
21pub use run::{Run, RunResult};
22
23use pine_ast::Program;
24use pine_core::{
25 AlertConditionOutput, BoxOutput, DrawingOutput, FillOutput, GlobalOutput, InputOutput,
26 LabelOutput, LineOutput, LogOutput, MetadataOutput, PineOutput, PlotOutput, TableOutput,
27};
28use pine_core::{Bar, Data, PineVersion, Timeframe, VersionError};
29use pine_diagnostics::Diagnostic;
30use pine_interpreter::{Interpreter, RuntimeError, Value};
31use pine_lexer::{Lexer, LexerError};
32use pine_parser::{Parser, ParserError};
33use std::collections::HashMap;
34use std::rc::Rc;
35
36#[derive(Debug)]
38pub enum Error {
39 Lexer(LexerError),
40 Parser(ParserError),
41 Runtime(RuntimeError),
42 Sema(Vec<Diagnostic>),
45 Version(VersionError),
48 Data(pine_core::ProviderError),
51}
52
53impl std::fmt::Display for Error {
54 fn fmt(&self, f: &mut std::fmt::Formatter<'_>) -> std::fmt::Result {
55 match self {
56 Error::Lexer(e) => write!(f, "Lexer error: {}", e),
57 Error::Parser(e) => write!(f, "Parser error: {}", e),
58 Error::Runtime(e) => write!(f, "Runtime error: {}", e),
59 Error::Version(e) => write!(f, "Version error: {}", e),
60 Error::Data(e) => write!(f, "Data error: {}", e),
61 Error::Sema(diags) => {
63 for (i, d) in diags.iter().enumerate() {
64 if i > 0 {
65 writeln!(f)?;
66 }
67 write!(f, "{}", d)?;
68 }
69 Ok(())
70 }
71 }
72 }
73}
74
75impl std::error::Error for Error {}
76
77impl From<RuntimeError> for Error {
78 fn from(e: RuntimeError) -> Self {
79 Error::Runtime(e)
80 }
81}
82
83impl From<LexerError> for Error {
84 fn from(e: LexerError) -> Self {
85 Error::Lexer(e)
86 }
87}
88
89impl From<ParserError> for Error {
90 fn from(e: ParserError) -> Self {
91 Error::Parser(e)
92 }
93}
94
95impl From<VersionError> for Error {
96 fn from(e: VersionError) -> Self {
97 Error::Version(e)
98 }
99}
100
101pub fn check(source: &str, loader: Option<&dyn LibraryLoader>) -> Result<Vec<Diagnostic>, Error> {
104 let version = PineVersion::detect(source)?.unwrap_or(PineVersion::LATEST);
105 let tokens = Lexer::with_version(source, version).tokenize()?;
106 let program = Parser::new(tokens).parse_program()?;
107
108 let (mut env, _): (HashMap<String, Value<DefaultPineOutput>>, _) =
109 pine_builtins::register_namespace_objects(version, None, None);
110 for (name, value) in pine_builtins::per_bar_variables(&Bar::default(), None) {
111 env.insert(name, value);
112 }
113
114 let mut diagnostics = pine_sema::analyze(&program, &env, loader);
115 diagnostics.extend(pine_lint::lint(&program));
116 diagnostics.sort_by_key(|d| d.pos.unwrap_or((u32::MAX, u32::MAX)));
117 Ok(diagnostics)
118}
119
120pub fn inputs_from_json(
124 json: &str,
125) -> Result<HashMap<String, pine_core::InputValue>, serde_json::Error> {
126 serde_json::from_str(json)
127}
128
129pub struct ScriptBuilder<O: PineOutput> {
130 source: String,
131 custom_variables: HashMap<String, Value<O>>,
132 inputs: HashMap<String, pine_core::InputValue>,
133 library_loader: Option<Box<dyn LibraryLoader>>,
134 request_provider: Option<Box<dyn DataProvider>>,
135 ticker: Option<String>,
136 timeframe: Timeframe,
137 data: Option<Data>,
138 bar_count: Option<usize>,
139 broker_factory: Option<Box<dyn pine_broker::BrokerFactory>>,
140}
141
142impl<O: PineOutput> ScriptBuilder<O> {
143 pub fn with_code(source: &str) -> ScriptBuilder<O> {
144 Self {
145 source: source.to_string(),
146 custom_variables: HashMap::new(),
147 inputs: HashMap::new(),
148 library_loader: None,
149 request_provider: None,
150 ticker: None,
151 timeframe: Timeframe::default(),
152 data: None,
153 bar_count: None,
154 broker_factory: None,
155 }
156 }
157
158 pub fn with_inputs(mut self, inputs: HashMap<String, pine_core::InputValue>) -> Self {
162 self.inputs = inputs;
163 self
164 }
165
166 pub fn with_custom_variables(mut self, variables: HashMap<String, Value<O>>) -> Self {
169 self.custom_variables = variables;
170 self
171 }
172
173 pub fn with_library_loader(mut self, loader: Box<dyn LibraryLoader>) -> Self {
175 self.library_loader = Some(loader);
176 self
177 }
178
179 pub fn with_request_provider(mut self, provider: Box<dyn DataProvider>) -> Self {
182 self.request_provider = Some(provider);
183 self
184 }
185
186 pub fn with_broker(mut self, factory: Box<dyn pine_broker::BrokerFactory>) -> Self {
189 self.broker_factory = Some(factory);
190 self
191 }
192
193 pub fn with_ticker(mut self, ticker: String) -> Self {
194 self.ticker = Some(ticker);
195 self
196 }
197
198 pub fn with_timeframe(mut self, timeframe: Timeframe) -> Self {
201 self.timeframe = timeframe;
202 self
203 }
204
205 pub fn with_bar_count(mut self, bar_count: usize) -> Self {
208 self.bar_count = Some(bar_count);
209 self
210 }
211
212 pub fn with_data(mut self, data: Data) -> Self {
220 self.data = Some(data);
221 self
222 }
223
224 pub fn compile(self) -> Result<Script<O>, Error>
226 where
227 O: LogOutput
228 + PlotOutput
229 + LabelOutput
230 + BoxOutput
231 + InputOutput
232 + LineOutput
233 + TableOutput
234 + MetadataOutput
235 + GlobalOutput
236 + AlertConditionOutput
237 + FillOutput
238 + DrawingOutput,
239 {
240 let data = match self.data {
241 Some(data) => data,
242 None => {
243 let provider = self
244 .request_provider
245 .as_ref()
246 .ok_or_else(|| Error::Data("no data or request provider set".into()))?;
247
248 let ticker = self.ticker.clone().unwrap_or_default();
249 provider
250 .request(&ticker, self.timeframe.clone())
251 .map_err(Error::Data)?
252 }
253 };
254
255 let syminfo = data.syminfo;
256 let timeframe = self.timeframe;
257
258 let mut bars = data.bars;
260 if let Some(n) = self.bar_count {
261 let len = bars.len();
262 bars = bars.split_off(len.saturating_sub(n.max(1)));
263 }
264
265 let chart_period = bars
268 .windows(2)
269 .next()
270 .map(|pair| pair[1].time - pair[0].time);
271
272 let source = self.source.as_str();
273 let version = PineVersion::detect(source)?.unwrap_or(PineVersion::LATEST);
274
275 let mut lexer = Lexer::with_version(source, version);
276 let tokens = lexer.tokenize()?;
277
278 let mut parser = Parser::new(tokens);
279 let statements = parser.parse()?;
280 let program = Program::new(statements);
281
282 let (mut consts, advances) = pine_builtins::register_namespace_objects(
285 version,
286 Some(syminfo),
287 Some(timeframe.clone()),
288 );
289 for (name, value) in self.custom_variables {
290 consts.insert(name, value);
291 }
292
293 let mut builtins = consts.clone();
294 for (name, value) in pine_builtins::per_bar_variables(&Bar::default(), None) {
295 builtins.insert(name, value);
296 }
297
298 let errors: Vec<_> =
300 pine_sema::analyze(&program, &builtins, self.library_loader.as_deref())
301 .into_iter()
302 .filter(|diagnostic| diagnostic.severity == pine_diagnostics::Severity::Error)
303 .collect();
304 if !errors.is_empty() {
305 return Err(Error::Sema(errors));
306 }
307
308 let mut interpreter = Interpreter::new();
310 interpreter.library_loader = self.library_loader;
311 interpreter.request_provider = self.request_provider.map(Rc::from);
312 interpreter.chart_period = chart_period;
313 if let Some(broker_factory) = self.broker_factory {
314 interpreter.broker_factory = Some(broker_factory);
315 }
316 interpreter.set_const_variables(consts);
317 interpreter.per_bar_advances = advances;
318 interpreter.inputs = self.inputs;
319
320 Ok(Script {
321 program,
322 interpreter,
323 timeframe,
324 bars,
325 equity_curve: Vec::new(),
326 last_close: 0.0,
327 equity_peak: f64::NEG_INFINITY,
328 equity_trough: f64::INFINITY,
329 max_drawdown: 0.0,
330 max_runup: 0.0,
331 max_drawdown_percent: 0.0,
332 max_runup_percent: 0.0,
333 max_contracts_all: 0.0,
334 max_contracts_long: 0.0,
335 max_contracts_short: 0.0,
336 })
337 }
338}
339
340pub struct Script<O: PineOutput> {
347 program: Program,
348 interpreter: Interpreter<O>,
349 timeframe: Timeframe,
352 bars: Vec<Bar>,
354 equity_curve: Vec<f64>,
356 last_close: f64,
358 equity_peak: f64,
360 equity_trough: f64,
361 max_drawdown: f64,
362 max_runup: f64,
363 max_drawdown_percent: f64,
366 max_runup_percent: f64,
367 max_contracts_all: f64,
369 max_contracts_long: f64,
370 max_contracts_short: f64,
371}
372
373impl<O: PineOutput> Script<O> {
374 pub fn execute(&mut self, bar: &Bar, last_bar: Option<&Bar>) -> Result<O, Error> {
377 use interpreter::Value;
378
379 self.interpreter.current_time = Some(bar.time);
380
381 for (name, value) in pine_builtins::per_bar_variables(bar, last_bar) {
382 if matches!(value, Value::Series(_)) {
383 self.interpreter.advance_series(&name, value);
384 } else {
385 self.interpreter.set_variable(&name, value);
386 }
387 }
388
389 self.advance_broker(bar);
393
394 let output = self.interpreter.execute(&self.program)?;
395
396 if let Some(broker) = self.interpreter.broker.as_ref() {
398 self.equity_curve.push(broker.equity(bar.close));
399 self.last_close = bar.close;
400 }
401
402 Ok(output)
403 }
404
405 fn advance_broker(&mut self, bar: &Bar) {
410 use interpreter::Value;
411
412 let close = bar.close;
413
414 let Some(broker) = self.interpreter.broker.as_mut() else {
416 return;
417 };
418 broker.advance(bar);
419
420 let position = broker.position();
421 let equity = broker.equity(close);
422 let initial = broker.initial_capital();
423 let equity_hi = broker.equity(bar.high);
426 let equity_lo = broker.equity(bar.low);
427 let intrabar_low = equity_hi.min(equity_lo);
428 let intrabar_high = equity_hi.max(equity_lo);
429 let open_profit: f64 = broker.open_trades().iter().map(|t| t.profit(close)).sum();
430 let closed_trades = broker.closed_trades().len() as i64;
431
432 let (mut gross_profit, mut gross_loss) = (0.0, 0.0);
433 let (mut wins, mut losses, mut evens) = (0i64, 0i64, 0i64);
434 for trade in broker.closed_trades() {
435 let profit = trade.profit(close); if profit > 0.0 {
437 gross_profit += profit;
438 wins += 1;
439 } else if profit < 0.0 {
440 gross_loss -= profit; losses += 1;
442 } else {
443 evens += 1;
444 }
445 }
446
447 let (mut trade_pcts, mut win_pcts, mut loss_pcts) = (Vec::new(), Vec::new(), Vec::new());
451 for trade in broker.closed_trades() {
452 let profit = trade.profit(close);
453 let basis = trade.entry_price * trade.size.abs();
454 let ret = if basis != 0.0 {
455 profit / basis * 100.0
456 } else {
457 0.0
458 };
459 trade_pcts.push(ret);
460 if profit > 0.0 {
461 win_pcts.push(ret);
462 } else if profit < 0.0 {
463 loss_pcts.push(ret);
464 }
465 }
466 let position_entry_name = broker
467 .open_trades()
468 .last()
469 .map_or(Value::Na, |t| Value::String(t.entry_id.clone()));
470
471 if self.equity_peak == f64::NEG_INFINITY {
475 self.equity_peak = initial;
476 self.equity_trough = initial;
477 }
478 self.equity_peak = self.equity_peak.max(equity);
479 self.equity_trough = self.equity_trough.min(equity);
480 self.max_drawdown = self.max_drawdown.max(self.equity_peak - intrabar_low);
481 self.max_runup = self.max_runup.max(intrabar_high - self.equity_trough);
482 if self.equity_peak > 0.0 {
483 let dd = (self.equity_peak - intrabar_low) / self.equity_peak * 100.0;
484 self.max_drawdown_percent = self.max_drawdown_percent.max(dd);
485 }
486 if self.equity_trough > 0.0 {
487 let ru = (intrabar_high - self.equity_trough) / self.equity_trough * 100.0;
488 self.max_runup_percent = self.max_runup_percent.max(ru);
489 }
490 self.max_contracts_all = self.max_contracts_all.max(position.size.abs());
492 if position.size > 0.0 {
493 self.max_contracts_long = self.max_contracts_long.max(position.size);
494 } else if position.size < 0.0 {
495 self.max_contracts_short = self.max_contracts_short.max(-position.size);
496 }
497
498 let net_profit = equity - initial - open_profit;
501 let avg_price = if position.size == 0.0 {
503 Value::Na
504 } else {
505 Value::Number(position.avg_price)
506 };
507
508 let refreshed = [
509 ("position_size", Value::Number(position.size)),
510 ("position_avg_price", avg_price),
511 ("equity", Value::Number(equity)),
512 ("netprofit", Value::Number(net_profit)),
513 ("openprofit", Value::Number(open_profit)),
514 ("grossprofit", Value::Number(gross_profit)),
515 ("grossloss", Value::Number(gross_loss)),
516 ("max_drawdown", Value::Number(self.max_drawdown)),
517 ("max_runup", Value::Number(self.max_runup)),
518 ("wintrades", Value::Int(wins)),
521 ("losstrades", Value::Int(losses)),
522 ("eventrades", Value::Int(evens)),
523 ];
524 for (name, value) in refreshed {
525 self.interpreter.set_object_field("strategy", name, value);
526 }
527
528 let pct = |x: f64| {
531 if initial != 0.0 {
532 x / initial * 100.0
533 } else {
534 0.0
535 }
536 };
537 let per_trade = |total: f64, count: i64| {
538 if count > 0 {
539 Value::Number(total / count as f64)
540 } else {
541 Value::Na
542 }
543 };
544 let mean = |v: &[f64]| {
545 if v.is_empty() {
546 Value::Na
547 } else {
548 Value::Number(v.iter().sum::<f64>() / v.len() as f64)
549 }
550 };
551 let derived = [
552 ("netprofit_percent", Value::Number(pct(net_profit))),
553 ("openprofit_percent", Value::Number(pct(open_profit))),
554 ("grossprofit_percent", Value::Number(pct(gross_profit))),
555 ("grossloss_percent", Value::Number(pct(gross_loss))),
556 (
557 "max_drawdown_percent",
558 Value::Number(self.max_drawdown_percent),
559 ),
560 ("max_runup_percent", Value::Number(self.max_runup_percent)),
561 (
562 "max_contracts_held_all",
563 Value::Number(self.max_contracts_all),
564 ),
565 (
566 "max_contracts_held_long",
567 Value::Number(self.max_contracts_long),
568 ),
569 (
570 "max_contracts_held_short",
571 Value::Number(self.max_contracts_short),
572 ),
573 ("avg_trade", per_trade(net_profit, closed_trades)),
574 ("avg_winning_trade", per_trade(gross_profit, wins)),
575 ("avg_losing_trade", per_trade(-gross_loss, losses)),
578 ("avg_trade_percent", mean(&trade_pcts)),
579 ("avg_winning_trade_percent", mean(&win_pcts)),
580 ("avg_losing_trade_percent", mean(&loss_pcts)),
581 ("position_entry_name", position_entry_name),
582 ];
583 for (name, value) in derived {
584 self.interpreter.set_object_field("strategy", name, value);
585 }
586 }
587
588 pub fn run(mut self) -> Result<Run<O>, Error> {
591 let bars = std::mem::take(&mut self.bars);
592 let last_bar = bars.last().cloned();
593 let outputs = bars
594 .iter()
595 .map(|bar| self.execute(bar, last_bar.as_ref()))
596 .collect::<Result<Vec<O>, Error>>()?;
597 let backtest = self.take_backtest();
598 Ok(Run { outputs, backtest })
599 }
600
601 fn take_backtest(&mut self) -> Option<Backtest> {
602 let broker = self.interpreter.broker.as_ref()?;
603 let close = self.last_close;
604
605 let mut trades: Vec<_> = broker.closed_trades().to_vec();
607 trades.extend(broker.open_trades().into_iter().cloned());
608
609 let open_profit: f64 = broker.open_trades().iter().map(|t| t.profit(close)).sum();
610 let initial_capital = broker.initial_capital();
611 let position_size = broker.position().size;
612
613 let (mut gross_profit, mut gross_loss) = (0.0, 0.0);
614 let (mut win_trades, mut loss_trades, mut even_trades) = (0, 0, 0);
615 for trade in broker.closed_trades() {
616 let profit = trade.profit(close);
617 if profit > 0.0 {
618 gross_profit += profit;
619 win_trades += 1;
620 } else if profit < 0.0 {
621 gross_loss -= profit;
622 loss_trades += 1;
623 } else {
624 even_trades += 1;
625 }
626 }
627
628 let equity = std::mem::take(&mut self.equity_curve);
629 let final_equity = equity.last().copied().unwrap_or(initial_capital);
630
631 Some(Backtest {
632 initial_capital,
633 net_profit: final_equity - initial_capital - open_profit,
634 open_profit,
635 gross_profit,
636 gross_loss,
637 max_drawdown: self.max_drawdown,
638 max_runup: self.max_runup,
639 win_trades,
640 loss_trades,
641 even_trades,
642 position_size,
643 mark_price: close,
644 equity,
645 trades,
646 halted: broker.halted_bar(),
647 timeframe: self.timeframe.clone(),
648 })
649 }
650}
651
652pub fn execute(source: &str, data: Data) -> Result<(), Error> {
653 ScriptBuilder::<DefaultPineOutput>::with_code(source)
654 .with_data(data)
655 .compile()?
656 .run()
657 .map(|_| ())
658}
659
660#[cfg(test)]
661mod tests {
662 use super::inputs_from_json;
663 use pine_core::InputValue;
664
665 #[test]
666 fn decodes_input_overrides_from_json() {
667 let map = inputs_from_json(r#"{"Length": 20, "Ratio": 1.5, "On": true, "Mode": "fast"}"#)
668 .unwrap();
669 assert_eq!(map["Length"], InputValue::Int(20));
670 assert_eq!(map["Ratio"], InputValue::Float(1.5));
671 assert_eq!(map["On"], InputValue::Bool(true));
672 assert_eq!(map["Mode"], InputValue::Str("fast".to_string()));
673 }
674}