finance-query 3.0.0

A Rust library for querying financial data
Documentation
// @generated by `cargo soothfast docs gen-tests`
// source: docs/library/dataframe.md line 499
#[cfg(feature = "dataframe")]
mod soothfast_capture_body {
    use finance_query::{Interval, Ticker, TimeRange};
    use polars::prelude::*;

    #[tokio::main]
    pub async fn main() -> Result<(), Box<dyn std::error::Error>> {
        let ticker = Ticker::new("AAPL").await?;
        let chart = ticker.chart(Interval::OneDay, TimeRange::OneYear).await?;
        let df = chart.to_dataframe()?;

        // Group by (approximate) month and aggregate
        let monthly = df
            .lazy()
            .with_column((col("timestamp") / lit(86400i64 * 30i64)).alias("month"))
            .group_by([col("month")])
            .agg([
                col("close").mean().alias("avg_close"),
                col("volume").sum().alias("total_volume"),
                col("high").max().alias("max_high"),
                col("low").min().alias("min_low"),
            ])
            .collect()?;

        println!("{}", monthly);
        Ok(())
    }
}
#[cfg(feature = "dataframe")]
pub use soothfast_capture_body::main;

#[cfg(not(feature = "dataframe"))]
fn main() {}