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 = Program::new(Parser::new(tokens).parse()?);
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 Ok(pine_sema::analyze(&program, &env, loader))
115}
116
117pub fn inputs_from_json(
121 json: &str,
122) -> Result<HashMap<String, pine_core::InputValue>, serde_json::Error> {
123 serde_json::from_str(json)
124}
125
126pub struct ScriptBuilder<O: PineOutput> {
127 source: String,
128 custom_variables: HashMap<String, Value<O>>,
129 inputs: HashMap<String, pine_core::InputValue>,
130 library_loader: Option<Box<dyn LibraryLoader>>,
131 request_provider: Option<Box<dyn DataProvider>>,
132 ticker: Option<String>,
133 timeframe: Timeframe,
134 data: Option<Data>,
135 bar_count: Option<usize>,
136 broker_factory: Option<Box<dyn pine_broker::BrokerFactory>>,
137}
138
139impl<O: PineOutput> ScriptBuilder<O> {
140 pub fn with_code(source: &str) -> ScriptBuilder<O> {
141 Self {
142 source: source.to_string(),
143 custom_variables: HashMap::new(),
144 inputs: HashMap::new(),
145 library_loader: None,
146 request_provider: None,
147 ticker: None,
148 timeframe: Timeframe::default(),
149 data: None,
150 bar_count: None,
151 broker_factory: None,
152 }
153 }
154
155 pub fn with_inputs(mut self, inputs: HashMap<String, pine_core::InputValue>) -> Self {
159 self.inputs = inputs;
160 self
161 }
162
163 pub fn with_custom_variables(mut self, variables: HashMap<String, Value<O>>) -> Self {
166 self.custom_variables = variables;
167 self
168 }
169
170 pub fn with_library_loader(mut self, loader: Box<dyn LibraryLoader>) -> Self {
172 self.library_loader = Some(loader);
173 self
174 }
175
176 pub fn with_request_provider(mut self, provider: Box<dyn DataProvider>) -> Self {
179 self.request_provider = Some(provider);
180 self
181 }
182
183 pub fn with_broker(mut self, factory: Box<dyn pine_broker::BrokerFactory>) -> Self {
186 self.broker_factory = Some(factory);
187 self
188 }
189
190 pub fn with_ticker(mut self, ticker: String) -> Self {
191 self.ticker = Some(ticker);
192 self
193 }
194
195 pub fn with_timeframe(mut self, timeframe: Timeframe) -> Self {
198 self.timeframe = timeframe;
199 self
200 }
201
202 pub fn with_bar_count(mut self, bar_count: usize) -> Self {
205 self.bar_count = Some(bar_count);
206 self
207 }
208
209 pub fn with_data(mut self, data: Data) -> Self {
217 self.data = Some(data);
218 self
219 }
220
221 pub fn compile(self) -> Result<Script<O>, Error>
223 where
224 O: LogOutput
225 + PlotOutput
226 + LabelOutput
227 + BoxOutput
228 + InputOutput
229 + LineOutput
230 + TableOutput
231 + MetadataOutput
232 + GlobalOutput
233 + AlertConditionOutput
234 + FillOutput
235 + DrawingOutput,
236 {
237 let data = match self.data {
238 Some(data) => data,
239 None => {
240 let provider = self
241 .request_provider
242 .as_ref()
243 .ok_or_else(|| Error::Data("no data or request provider set".into()))?;
244
245 let ticker = self.ticker.clone().unwrap_or_default();
246 provider
247 .request(&ticker, self.timeframe.clone())
248 .map_err(Error::Data)?
249 }
250 };
251
252 let syminfo = data.syminfo;
253 let timeframe = self.timeframe;
254
255 let mut bars = data.bars;
257 if let Some(n) = self.bar_count {
258 let len = bars.len();
259 bars = bars.split_off(len.saturating_sub(n.max(1)));
260 }
261
262 let chart_period = bars
265 .windows(2)
266 .next()
267 .map(|pair| pair[1].time - pair[0].time);
268
269 let source = self.source.as_str();
270 let version = PineVersion::detect(source)?.unwrap_or(PineVersion::LATEST);
271
272 let mut lexer = Lexer::with_version(source, version);
273 let tokens = lexer.tokenize()?;
274
275 let mut parser = Parser::new(tokens);
276 let statements = parser.parse()?;
277 let program = Program::new(statements);
278
279 let (mut consts, advances) = pine_builtins::register_namespace_objects(
282 version,
283 Some(syminfo),
284 Some(timeframe.clone()),
285 );
286 for (name, value) in self.custom_variables {
287 consts.insert(name, value);
288 }
289
290 let mut builtins = consts.clone();
291 for (name, value) in pine_builtins::per_bar_variables(&Bar::default(), None) {
292 builtins.insert(name, value);
293 }
294
295 let errors: Vec<_> =
297 pine_sema::analyze(&program, &builtins, self.library_loader.as_deref())
298 .into_iter()
299 .filter(|diagnostic| diagnostic.severity == pine_diagnostics::Severity::Error)
300 .collect();
301 if !errors.is_empty() {
302 return Err(Error::Sema(errors));
303 }
304
305 let mut interpreter = Interpreter::new();
307 interpreter.library_loader = self.library_loader;
308 interpreter.request_provider = self.request_provider.map(Rc::from);
309 interpreter.chart_period = chart_period;
310 if let Some(broker_factory) = self.broker_factory {
311 interpreter.broker_factory = Some(broker_factory);
312 }
313 interpreter.set_const_variables(consts);
314 interpreter.per_bar_advances = advances;
315 interpreter.inputs = self.inputs;
316
317 Ok(Script {
318 program,
319 interpreter,
320 timeframe,
321 bars,
322 equity_curve: Vec::new(),
323 last_close: 0.0,
324 equity_peak: f64::NEG_INFINITY,
325 equity_trough: f64::INFINITY,
326 max_drawdown: 0.0,
327 max_runup: 0.0,
328 max_drawdown_percent: 0.0,
329 max_runup_percent: 0.0,
330 max_contracts_all: 0.0,
331 max_contracts_long: 0.0,
332 max_contracts_short: 0.0,
333 })
334 }
335}
336
337pub struct Script<O: PineOutput> {
344 program: Program,
345 interpreter: Interpreter<O>,
346 timeframe: Timeframe,
349 bars: Vec<Bar>,
351 equity_curve: Vec<f64>,
353 last_close: f64,
355 equity_peak: f64,
357 equity_trough: f64,
358 max_drawdown: f64,
359 max_runup: f64,
360 max_drawdown_percent: f64,
363 max_runup_percent: f64,
364 max_contracts_all: f64,
366 max_contracts_long: f64,
367 max_contracts_short: f64,
368}
369
370impl<O: PineOutput> Script<O> {
371 pub fn execute(&mut self, bar: &Bar, last_bar: Option<&Bar>) -> Result<O, Error> {
374 use interpreter::Value;
375
376 self.interpreter.current_time = Some(bar.time);
377
378 for (name, value) in pine_builtins::per_bar_variables(bar, last_bar) {
379 if matches!(value, Value::Series(_)) {
380 self.interpreter.advance_series(&name, value);
381 } else {
382 self.interpreter.set_variable(&name, value);
383 }
384 }
385
386 self.advance_broker(bar);
390
391 let output = self.interpreter.execute(&self.program)?;
392
393 if let Some(broker) = self.interpreter.broker.as_ref() {
395 self.equity_curve.push(broker.equity(bar.close));
396 self.last_close = bar.close;
397 }
398
399 Ok(output)
400 }
401
402 fn advance_broker(&mut self, bar: &Bar) {
407 use interpreter::Value;
408
409 let close = bar.close;
410
411 let Some(broker) = self.interpreter.broker.as_mut() else {
413 return;
414 };
415 broker.advance(bar);
416
417 let position = broker.position();
418 let equity = broker.equity(close);
419 let initial = broker.initial_capital();
420 let equity_hi = broker.equity(bar.high);
423 let equity_lo = broker.equity(bar.low);
424 let intrabar_low = equity_hi.min(equity_lo);
425 let intrabar_high = equity_hi.max(equity_lo);
426 let open_profit: f64 = broker.open_trades().iter().map(|t| t.profit(close)).sum();
427 let closed_trades = broker.closed_trades().len() as i64;
428
429 let (mut gross_profit, mut gross_loss) = (0.0, 0.0);
430 let (mut wins, mut losses, mut evens) = (0i64, 0i64, 0i64);
431 for trade in broker.closed_trades() {
432 let profit = trade.profit(close); if profit > 0.0 {
434 gross_profit += profit;
435 wins += 1;
436 } else if profit < 0.0 {
437 gross_loss -= profit; losses += 1;
439 } else {
440 evens += 1;
441 }
442 }
443
444 let (mut trade_pcts, mut win_pcts, mut loss_pcts) = (Vec::new(), Vec::new(), Vec::new());
448 for trade in broker.closed_trades() {
449 let profit = trade.profit(close);
450 let basis = trade.entry_price * trade.size.abs();
451 let ret = if basis != 0.0 {
452 profit / basis * 100.0
453 } else {
454 0.0
455 };
456 trade_pcts.push(ret);
457 if profit > 0.0 {
458 win_pcts.push(ret);
459 } else if profit < 0.0 {
460 loss_pcts.push(ret);
461 }
462 }
463 let position_entry_name = broker
464 .open_trades()
465 .last()
466 .map_or(Value::Na, |t| Value::String(t.entry_id.clone()));
467
468 if self.equity_peak == f64::NEG_INFINITY {
472 self.equity_peak = initial;
473 self.equity_trough = initial;
474 }
475 self.equity_peak = self.equity_peak.max(equity);
476 self.equity_trough = self.equity_trough.min(equity);
477 self.max_drawdown = self.max_drawdown.max(self.equity_peak - intrabar_low);
478 self.max_runup = self.max_runup.max(intrabar_high - self.equity_trough);
479 if self.equity_peak > 0.0 {
480 let dd = (self.equity_peak - intrabar_low) / self.equity_peak * 100.0;
481 self.max_drawdown_percent = self.max_drawdown_percent.max(dd);
482 }
483 if self.equity_trough > 0.0 {
484 let ru = (intrabar_high - self.equity_trough) / self.equity_trough * 100.0;
485 self.max_runup_percent = self.max_runup_percent.max(ru);
486 }
487 self.max_contracts_all = self.max_contracts_all.max(position.size.abs());
489 if position.size > 0.0 {
490 self.max_contracts_long = self.max_contracts_long.max(position.size);
491 } else if position.size < 0.0 {
492 self.max_contracts_short = self.max_contracts_short.max(-position.size);
493 }
494
495 let net_profit = equity - initial - open_profit;
498 let avg_price = if position.size == 0.0 {
500 Value::Na
501 } else {
502 Value::Number(position.avg_price)
503 };
504
505 let refreshed = [
506 ("position_size", Value::Number(position.size)),
507 ("position_avg_price", avg_price),
508 ("equity", Value::Number(equity)),
509 ("netprofit", Value::Number(net_profit)),
510 ("openprofit", Value::Number(open_profit)),
511 ("grossprofit", Value::Number(gross_profit)),
512 ("grossloss", Value::Number(gross_loss)),
513 ("max_drawdown", Value::Number(self.max_drawdown)),
514 ("max_runup", Value::Number(self.max_runup)),
515 ("wintrades", Value::Int(wins)),
518 ("losstrades", Value::Int(losses)),
519 ("eventrades", Value::Int(evens)),
520 ];
521 for (name, value) in refreshed {
522 self.interpreter.set_object_field("strategy", name, value);
523 }
524
525 let pct = |x: f64| {
528 if initial != 0.0 {
529 x / initial * 100.0
530 } else {
531 0.0
532 }
533 };
534 let per_trade = |total: f64, count: i64| {
535 if count > 0 {
536 Value::Number(total / count as f64)
537 } else {
538 Value::Na
539 }
540 };
541 let mean = |v: &[f64]| {
542 if v.is_empty() {
543 Value::Na
544 } else {
545 Value::Number(v.iter().sum::<f64>() / v.len() as f64)
546 }
547 };
548 let derived = [
549 ("netprofit_percent", Value::Number(pct(net_profit))),
550 ("openprofit_percent", Value::Number(pct(open_profit))),
551 ("grossprofit_percent", Value::Number(pct(gross_profit))),
552 ("grossloss_percent", Value::Number(pct(gross_loss))),
553 (
554 "max_drawdown_percent",
555 Value::Number(self.max_drawdown_percent),
556 ),
557 ("max_runup_percent", Value::Number(self.max_runup_percent)),
558 (
559 "max_contracts_held_all",
560 Value::Number(self.max_contracts_all),
561 ),
562 (
563 "max_contracts_held_long",
564 Value::Number(self.max_contracts_long),
565 ),
566 (
567 "max_contracts_held_short",
568 Value::Number(self.max_contracts_short),
569 ),
570 ("avg_trade", per_trade(net_profit, closed_trades)),
571 ("avg_winning_trade", per_trade(gross_profit, wins)),
572 ("avg_losing_trade", per_trade(-gross_loss, losses)),
575 ("avg_trade_percent", mean(&trade_pcts)),
576 ("avg_winning_trade_percent", mean(&win_pcts)),
577 ("avg_losing_trade_percent", mean(&loss_pcts)),
578 ("position_entry_name", position_entry_name),
579 ];
580 for (name, value) in derived {
581 self.interpreter.set_object_field("strategy", name, value);
582 }
583 }
584
585 pub fn run(mut self) -> Result<Run<O>, Error> {
588 let bars = std::mem::take(&mut self.bars);
589 let last_bar = bars.last().cloned();
590 let outputs = bars
591 .iter()
592 .map(|bar| self.execute(bar, last_bar.as_ref()))
593 .collect::<Result<Vec<O>, Error>>()?;
594 let backtest = self.take_backtest();
595 Ok(Run { outputs, backtest })
596 }
597
598 fn take_backtest(&mut self) -> Option<Backtest> {
599 let broker = self.interpreter.broker.as_ref()?;
600 let close = self.last_close;
601
602 let mut trades: Vec<_> = broker.closed_trades().to_vec();
604 trades.extend(broker.open_trades().into_iter().cloned());
605
606 let open_profit: f64 = broker.open_trades().iter().map(|t| t.profit(close)).sum();
607 let initial_capital = broker.initial_capital();
608 let position_size = broker.position().size;
609
610 let (mut gross_profit, mut gross_loss) = (0.0, 0.0);
611 let (mut win_trades, mut loss_trades, mut even_trades) = (0, 0, 0);
612 for trade in broker.closed_trades() {
613 let profit = trade.profit(close);
614 if profit > 0.0 {
615 gross_profit += profit;
616 win_trades += 1;
617 } else if profit < 0.0 {
618 gross_loss -= profit;
619 loss_trades += 1;
620 } else {
621 even_trades += 1;
622 }
623 }
624
625 let equity = std::mem::take(&mut self.equity_curve);
626 let final_equity = equity.last().copied().unwrap_or(initial_capital);
627
628 Some(Backtest {
629 initial_capital,
630 net_profit: final_equity - initial_capital - open_profit,
631 open_profit,
632 gross_profit,
633 gross_loss,
634 max_drawdown: self.max_drawdown,
635 max_runup: self.max_runup,
636 win_trades,
637 loss_trades,
638 even_trades,
639 position_size,
640 mark_price: close,
641 equity,
642 trades,
643 halted: broker.halted_bar(),
644 timeframe: self.timeframe.clone(),
645 })
646 }
647}
648
649pub fn execute(source: &str, data: Data) -> Result<(), Error> {
650 ScriptBuilder::<DefaultPineOutput>::with_code(source)
651 .with_data(data)
652 .compile()?
653 .run()
654 .map(|_| ())
655}
656
657#[cfg(test)]
658mod tests {
659 use super::inputs_from_json;
660 use pine_core::InputValue;
661
662 #[test]
663 fn decodes_input_overrides_from_json() {
664 let map = inputs_from_json(r#"{"Length": 20, "Ratio": 1.5, "On": true, "Mode": "fast"}"#)
665 .unwrap();
666 assert_eq!(map["Length"], InputValue::Int(20));
667 assert_eq!(map["Ratio"], InputValue::Float(1.5));
668 assert_eq!(map["On"], InputValue::Bool(true));
669 assert_eq!(map["Mode"], InputValue::Str("fast".to_string()));
670 }
671}