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100644 index 0000000..ad5f48c --- /dev/null +++ b/Cargo.toml @@ -0,0 +1,16 @@ +[package] +authors = ["RuRu "] +name = "stock-manager" +version = "0.1.0" +edition = "2021" + +# See more keys and their definitions at https://doc.rust-lang.org/cargo/reference/manifest.html + +[dependencies] +chrono = { version = "0.4", features = ["serde"] } +clap = {version = "3.1.8", features = ["derive"]} +yahoo_finance_api = { version = "1.6.1" } +tokio = { version = "1.28", features = ["full"] } +async-trait = "0.1.68" +time = "0.3.20" +futures = "0.3.28" \ No newline at end of file diff --git a/src/main.rs b/src/main.rs new file mode 100644 index 0000000..9187683 --- /dev/null +++ b/src/main.rs @@ -0,0 +1,287 @@ +#![feature(associated_type_defaults)] + +use chrono::prelude::*; +use clap::Parser; +use std::io::{Error, ErrorKind}; +use clap::error::ContextKind::MaxOccurrences; +use yahoo_finance_api as yahoo; +use async_trait::async_trait; +use std::time::{Duration, UNIX_EPOCH}; +use time::{macros::datetime, OffsetDateTime}; +use futures::future::join_all; + +#[derive(Parser, Debug)] +#[clap( +version = "1.0", +author = "Claus Matzinger", +about = "A Manning LiveProject: async Rust" +)] +struct Opts { + #[clap(short, long, default_value = "AAPL,MSFT,UBER,GOOG,META,TSM,LYFT,AMD")] + symbols: String, + #[clap(short, long, default_value = "2023-05-05T12:00:09Z")] + from: String, +} + + +struct QuoteDataFuture {} + +struct PriceDifference {} + +struct MinPrice {} + +struct MaxPrice {} + +struct WindowedSMA { + window_size: i32, +} + +/// +/// A trait to provide a common interface for all signal calculations. +/// +#[async_trait] +trait AsyncStockSignal { + /// + /// The signal's data type. + /// + type SignalType; + + /// + /// Calculate the signal on the provided series. + /// + /// # Returns + /// + /// The signal (using the provided type) or `None` on error/invalid data. + /// + async fn calculate(&self, series: &[f64]) -> Option; +} + +#[async_trait] +impl AsyncStockSignal for PriceDifference { + type SignalType = (f64, f64); + + /// + /// Calculates the absolute and relative difference between the beginning and ending of an f64 series. The relative difference is relative to the beginning. + /// + /// # Returns + /// + /// A tuple `(absolute, relative)` difference. + /// + async fn calculate(&self, series: &[f64]) -> Option { + if !series.is_empty() { + // unwrap is safe here even if first == last + let (first, last) = (series.first().unwrap(), series.last().unwrap()); + let abs_diff = last - first; + let first = if *first == 0.0 { 1.0 } else { *first }; + let rel_diff = abs_diff / first; + Some((abs_diff, rel_diff)) + } else { + None + } + } +} + +#[async_trait] +impl AsyncStockSignal for MinPrice { + type SignalType = f64; + + /// + /// Find the minimum in a series of f64 + /// + async fn calculate(&self, series: &[f64]) -> Option { + if series.is_empty() { + None + } else { + Some(series.iter().fold(f64::MAX, |acc, q| acc.min(*q))) + } + } +} + +#[async_trait] +impl AsyncStockSignal for MaxPrice { + type SignalType = f64; + + /// + /// Find the maximum in a series of f64 + /// + async fn calculate(&self, series: &[f64]) -> Option { + if series.is_empty() { + None + } else { + Some(series.iter().fold(f64::MIN, |acc, q| acc.max(*q))) + } + } +} + +#[async_trait] +impl AsyncStockSignal for WindowedSMA { + type SignalType = Vec; + + /// + /// Window function to create a simple moving average + /// + async fn calculate(&self, series: &[f64]) -> Option { + if !series.is_empty() && self.window_size > 1 { + Some( + series + .windows(self.window_size as usize) + .map(|w| w.iter().sum::() / w.len() as f64) + .collect(), + ) + } else { + None + } + } +} + +/// +/// Retrieve data from a data source and extract the closing prices. Errors during download are mapped onto io::Errors as InvalidData. +/// +async fn fetch_closing_data( + symbol: &str, + beginning: &OffsetDateTime, + end: &OffsetDateTime, +) -> std::io::Result> { + let provider = yahoo::YahooConnector::new(); + //let st = datetime!(2020-1-1 0:00:00.00 UTC); + let response = provider + .get_quote_history(symbol, *beginning, *end) + .await + .map_err(|e| { + println!("{}", e.to_string()); + return Error::from(ErrorKind::Other); + })?; + let mut quotes = response + .quotes() + .map_err(|_| Error::from(ErrorKind::InvalidData))?; + if !quotes.is_empty() { + quotes.sort_by_cached_key(|k| k.timestamp); + Ok(quotes.iter().map(|q| q.adjclose as f64).collect()) + } else { + Ok(vec![]) + } +} + +#[tokio::main] +async fn main() -> std::io::Result<()> { + let opts = Opts::parse(); + let symbols: Vec = opts.symbols.split(',').map(|s| s.to_string()).collect(); + //let symbols: &'static str = opts.symbols.into_boxed_str().as_ref(); + let from_utc: DateTime = opts.from.parse().expect("Couldn't parse 'from' date"); + let from = OffsetDateTime::from_unix_timestamp(from_utc.timestamp()).expect("Failed to convert to offset date time"); + let to = OffsetDateTime::from_unix_timestamp(Utc::now().timestamp()).expect("Failed to convert to offset date time"); + + // a simple way to output a CSV header + println!("period start,symbol,price,change %,min,max,30d avg"); + let mut tasks = vec![]; + for symbol in symbols { + let handle = tokio::spawn(async move { + let closes = fetch_closing_data(&symbol, &from, &to).await; + let closes = closes.expect("BOOM"); + if !closes.is_empty() { + let max_price = MaxPrice {}; + let min_price = MinPrice {}; + let price_difference = PriceDifference {}; + let windowed_sma = WindowedSMA { window_size: 30 }; + + // min/max of the period. unwrap() because those are Option types + let (period_max, period_min, price_diff, sma) + = tokio::join!( + max_price.calculate(&closes), + min_price.calculate(&closes), + price_difference.calculate(&closes), + windowed_sma.calculate( &closes) + ); + let (_, pct_change) = price_diff.unwrap_or((0.0, 0.0)); + let last_price = *closes.last().unwrap_or(&0.0); + + // a simple way to output CSV data + println!( + "{},{},${:.2},{:.2}%,${:.2},${:.2},${:.2}", + from_utc.to_rfc3339(), + symbol, + last_price, + pct_change * 100.0, + period_min.unwrap(), + period_max.unwrap(), + sma.unwrap_or_default().last().unwrap_or(&0.0) + ); + } + }); + tasks.push(handle); + } + join_all(tasks).await; + Ok(()) +} + +#[cfg(test)] +mod tests { + #![allow(non_snake_case)] + + use super::*; + + #[tokio::test(flavor = "multi_thread", worker_threads = 2)] + async fn test_PriceDifference_calculate() { + let signal = PriceDifference {}; + assert_eq!(signal.calculate(&[]).await, None); + assert_eq!(signal.calculate(&[1.0]).await, Some((0.0, 0.0))); + assert_eq!(signal.calculate(&[1.0, 0.0]).await, Some((-1.0, -1.0))); + assert_eq!( + signal.calculate(&[2.0, 3.0, 5.0, 6.0, 1.0, 2.0, 10.0]).await, + Some((8.0, 4.0)) + ); + assert_eq!( + signal.calculate(&[0.0, 3.0, 5.0, 6.0, 1.0, 2.0, 1.0]).await, + Some((1.0, 1.0)) + ); + } + + #[tokio::test(flavor = "multi_thread", worker_threads = 2)] + async fn test_MinPrice_calculate() { + let signal = MinPrice {}; + assert_eq!(signal.calculate(&[]).await, None); + assert_eq!(signal.calculate(&[1.0]).await, Some(1.0)); + assert_eq!(signal.calculate(&[1.0, 0.0]).await, Some(0.0)); + assert_eq!( + signal.calculate(&[2.0, 3.0, 5.0, 6.0, 1.0, 2.0, 10.0]).await, + Some(1.0) + ); + assert_eq!( + signal.calculate(&[0.0, 3.0, 5.0, 6.0, 1.0, 2.0, 1.0]).await, + Some(0.0) + ); + } + + #[tokio::test(flavor = "multi_thread", worker_threads = 2)] + async fn test_MaxPrice_calculate() { + let signal = MaxPrice {}; + assert_eq!(signal.calculate(&[]).await, None); + assert_eq!(signal.calculate(&[1.0]).await, Some(1.0)); + assert_eq!(signal.calculate(&[1.0, 0.0]).await, Some(1.0)); + assert_eq!( + signal.calculate(&[2.0, 3.0, 5.0, 6.0, 1.0, 2.0, 10.0]).await, + Some(10.0) + ); + assert_eq!( + signal.calculate(&[0.0, 3.0, 5.0, 6.0, 1.0, 2.0, 1.0]).await, + Some(6.0) + ); + } + + #[tokio::test(flavor = "multi_thread", worker_threads = 2)] + async fn test_WindowedSMA_calculate() { + let series = vec![2.0, 4.5, 5.3, 6.5, 4.7]; + + let signal = WindowedSMA { window_size: 3 }; + assert_eq!( + signal.calculate(&series).await, + Some(vec![3.9333333333333336, 5.433333333333334, 5.5]) + ); + + let signal = WindowedSMA { window_size: 5 }; + assert_eq!(signal.calculate(&series).await, Some(vec![4.6])); + + let signal = WindowedSMA { window_size: 10 }; + assert_eq!(signal.calculate(&series).await, Some(vec![])); + } +}