aorist_extendr_api/

lib.rs

//!
//! A safe and user friendly R extension interface.
//!
//! * Build rust extensions to R.
//! * Convert R packages to Rust crates.
//!
//! This library aims to provide an interface that will be familiar to
//! first-time users of Rust or indeed any compiled language.
//!
//! See [Robj] for much of the content of this crate.
//! [Robj] provides a safe wrapper for the R object type.
//!
//! Use attributes and macros to export to R.
//! ```ignore
//! use extendr_api::prelude::*;
//! // Export a function or impl to R.
//! #[extendr]
//! fn fred(a: i32) -> i32 {
//!     a + 1
//! }
//!
//! // define exports using extendr_module
//! extendr_module! {
//!    mod mymodule;
//!    fn fred;
//! }
//!
//! ```
//!
//! In R:
//!
//! ```ignore
//! result <- fred(1)
//! ```
//!
//! [Robj] is a wrapper for R objects.
//! The r!() and R!() macros let you build R objects
//! using Rust and R syntax respectively.
//! ```
//! use extendr_api::prelude::*;
//! test! {
//!     // An R object with a single string "hello"
//!     let character = r!("hello");
//!     let character = r!(["hello", "goodbye"]);
//!
//!     // An R integer object with a single number 1L.
//!     // Note that in Rust, 1 is an integer and 1.0 is a real.
//!     let integer = r!(1);
//!
//!     // An R real object with a single number 1.
//!     // Note that in R, 1 is a real and 1L is an integer.
//!     let real = r!(1.0);
//!
//!     // An R real vector.
//!     let real_vector = r!([1.0, 2.0]);
//!     let real_vector = &[1.0, 2.0].iter().collect_robj();
//!     let real_vector = r!(vec![1.0, 2.0]);
//!
//!     // An R function object.
//!     let function = R!("function(x, y) { x + y }")?;
//!
//!     // A named list using the list! macro.
//!     let list = list!(a = 1, b = 2);
//!
//!     // An unnamed list (of R objects) using the List wrapper.
//!     let list = r!(List::from_values(vec![1, 2, 3]));
//!     let list = r!(List::from_values(vec!["a", "b", "c"]));
//!     let list = r!(List::from_values(&[r!("a"), r!(1), r!(2.0)]));
//!
//!     // A symbol
//!     let sym = sym!(wombat);
//!
//!     // A R vector using collect_robj()
//!     let vector = (0..3).map(|x| x * 10).collect_robj();
//! }
//! ```
//!
//! In Rust, we prefer to use iterators rather than loops.
//!
//! ```
//! use extendr_api::prelude::*;
//! test! {
//!     // 1 ..= 100 is the same as 1:100
//!     let res = r!(1 ..= 100);
//!     assert_eq!(res, R!("1:100")?);
//!
//!     // Rust arrays are zero-indexed so it is more common to use 0 .. 100.
//!     let res = r!(0 .. 100);
//!     assert_eq!(res.len(), 100);
//!
//!     // Using map is a super fast way to generate vectors.
//!     let iter = (0..3).map(|i| format!("fred{}", i));
//!     let character = iter.collect_robj();
//!     assert_eq!(character, r!(["fred0", "fred1", "fred2"]));
//! }
//! ```
//!
//! To index a vector, first convert it to a slice and then
//! remember to use 0-based indexing. In Rust, going out of bounds
//! will cause and error (a panic) unlike C++ which may crash.
//! ```
//! use extendr_api::prelude::*;
//! test! {
//!     let vals = r!([1.0, 2.0]);
//!     let slice = vals.as_real_slice().ok_or("expected slice")?;
//!     let one = slice[0];
//!     let two = slice[1];
//!     // let error = slice[2];
//!     assert_eq!(one, 1.0);
//!     assert_eq!(two, 2.0);
//! }
//! ```
//!
//! Much slower, but more general are these methods:
//! ```
//! use extendr_api::prelude::*;
//! test! {
//!     let vals = r!([1.0, 2.0, 3.0]);
//!
//!     // one-based indexing [[i]], returns an object.
//!     assert_eq!(vals.index(1)?, r!(1.0));
//!
//!     // one-based slicing [x], returns an object.
//!     assert_eq!(vals.slice(1..=2)?, r!([1.0, 2.0]));
//!
//!     // $ operator, returns an object
//!     let list = list!(a = 1.0, b = "xyz");
//!     assert_eq!(list.dollar("a")?, r!(1.0));
//! }
//! ```
//!
//! The [R!] macro lets you embed R code in Rust
//! and takes Rust expressions in {{ }} pairs.
//!
//! The [Rraw!] macro will not expand the {{ }} pairs.
//! ```
//! use extendr_api::prelude::*;
//! test! {
//!     // The text "1 + 1" is parsed as R source code.
//!     // The result is 1.0 + 1.0 in Rust.
//!     assert_eq!(R!("1 + 1")?, r!(2.0));
//!
//!     let a = 1.0;
//!     assert_eq!(R!("1 + {{a}}")?, r!(2.0));
//!
//!     assert_eq!(R!(r"
//!         x <- {{ a }}
//!         x + 1
//!     ")?, r!(2.0));
//!
//!     assert_eq!(R!(r#"
//!         x <- "hello"
//!         x
//!     "#)?, r!("hello"));
//!
//!     // Use the R meaning of {{ }} and do not expand.
//!     assert_eq!(Rraw!(r"
//!         x <- {{ 1 }}
//!         x + 1
//!     ")?, r!(2.0));
//! }
//! ```
//!
//! The [r!] macro converts a rust object to an R object
//! and takes parameters.
//! ```
//! use extendr_api::prelude::*;
//! test! {
//!     // The text "1.0+1.0" is parsed as Rust source code.
//!     let one = 1.0;
//!     assert_eq!(r!(one+1.0), r!(2.0));
//! }
//! ```
//!
//! You can call R functions and primitives using the [call!] macro.
//! ```
//! use extendr_api::prelude::*;
//! test! {
//!
//!     // As one R! macro call
//!     let confint1 = R!(confint(lm(weight ~ group - 1, PlantGrowth)))?;
//!
//!     // As many parameterized calls.
//!     let formula = call!("~", sym!(weight), lang!("-", sym!(group), 1))?;
//!     let plant_growth = global!(PlantGrowth)?;
//!     let model = call!("lm", formula, plant_growth)?;
//!     let confint2 = call!("confint", model)?;
//!
//!     assert_eq!(confint1.as_real_vector(), confint2.as_real_vector());
//! }
//! ```
//!
//! Rust has a concept of "Owned" and "Borrowed" objects.
//!
//! Owned objects, such as [Vec] and [String] allocate memory
//! which is released when the object lifetime ends.
//!
//! Borrowed objects such as &[i32] and &str are just pointers
//! to annother object's memory and can't live longer than the
//! object they reference.
//!
//! Borrowed objects are much faster than owned objects and use less
//! memory but are used only for temporary access.
//!
//! When we take a slice of an R vector, for example, we need the
//! original R object to be alive or the data will be corrupted.
//!
//! ```
//! use extendr_api::prelude::*;
//! test! {
//!     // robj is an "Owned" object that controls the memory allocated.
//!     let robj = r!([1, 2, 3]);
//!
//!     // Here slice is a "borrowed" reference to the bytes in robj.
//!     // and cannot live longer than robj.
//!     let slice = robj.as_integer_slice().ok_or("expected slice")?;
//!     assert_eq!(slice.len(), 3);
//! }
//! ```

#![doc(
    html_logo_url = "https://raw.githubusercontent.com/extendr/extendr/master/extendr-logo-256.png"
)]

pub mod error;
pub mod functions;
pub mod iter;
pub mod lang_macros;
pub mod logical;
pub mod metadata;
pub mod ownership;
pub mod prelude;
pub mod rmacros;

pub mod robj;
pub mod thread_safety;
pub mod wrapper;

#[cfg(feature = "ndarray")]
pub mod robj_ndarray;

pub use std::convert::{TryFrom, TryInto};
pub use std::ops::Deref;

//////////////////////////////////////////////////
// Note these pub use statements are deprectaed
//
// `use extendr_api::prelude::*;`
//
// instead.

pub use error::*;
pub use functions::*;
pub use lang_macros::*;
pub use logical::*;
pub use rmacros::*;
pub use robj::*;
pub use thread_safety::{
    catch_r_error, handle_panic, single_threaded, this_thread_id, throw_r_error,
};
pub use wrapper::*;

#[cfg(feature = "ndarray")]
pub use robj_ndarray::*;

pub use aorist_extendr_macros::*;
//////////////////////////////////////////////////

/// TRUE value eg. `r!(TRUE)`
pub const TRUE: Bool = Bool(1);

/// FALSE value eg. `r!(FALSE)`
pub const FALSE: Bool = Bool(0);

/// NULL value eg. `r!(NULL)`
pub const NULL: () = ();

/// NA value for integers eg. `r!(NA_INTEGER)`
pub const NA_INTEGER: Option<i32> = None;

/// NA value for real values eg. `r!(NA_REAL)`
pub const NA_REAL: Option<f64> = None;

/// NA value for strings. `r!(NA_STRING)`
pub const NA_STRING: Option<&str> = None;

/// NA value for logical. `r!(NA_LOGICAL)`
pub const NA_LOGICAL: Bool = Bool(std::i32::MIN);

#[doc(hidden)]
pub use std::collections::HashMap;

#[doc(hidden)]
pub use libR_sys::DllInfo;

#[doc(hidden)]
pub use libR_sys::SEXP;

#[doc(hidden)]
use libR_sys::*;

#[doc(hidden)]
use std::ffi::CString;

pub use metadata::Metadata;

#[doc(hidden)]
pub struct CallMethod {
    pub call_symbol: std::ffi::CString,
    pub func_ptr: *const u8,
    pub num_args: i32,
}

unsafe fn make_method_def(
    cstrings: &mut Vec<std::ffi::CString>,
    rmethods: &mut Vec<libR_sys::R_CallMethodDef>,
    func: &metadata::Func,
    wrapped_name: &str,
) {
    cstrings.push(std::ffi::CString::new(wrapped_name).unwrap());
    rmethods.push(libR_sys::R_CallMethodDef {
        name: cstrings.last().unwrap().as_ptr(),
        fun: Some(std::mem::transmute(func.func_ptr)),
        numArgs: func.args.len() as i32,
    });
}

// Internal function used to implement the .Call interface.
// This is called from the code generated by the #[extendr] attribute.
#[doc(hidden)]
pub unsafe fn register_call_methods(info: *mut libR_sys::DllInfo, metadata: Metadata) {
    let mut rmethods = Vec::new();
    let mut cstrings = Vec::new();
    for func in metadata.functions {
        let wrapped_name = format!("wrap__{}", func.name);
        make_method_def(&mut cstrings, &mut rmethods, &func, wrapped_name.as_str());
    }

    for imp in metadata.impls {
        for func in imp.methods {
            let wrapped_name = format!("wrap__{}__{}", imp.name, func.name);
            make_method_def(&mut cstrings, &mut rmethods, &func, wrapped_name.as_str());
        }
    }

    rmethods.push(libR_sys::R_CallMethodDef {
        name: std::ptr::null(),
        fun: None,
        numArgs: 0,
    });

    libR_sys::R_registerRoutines(
        info,
        std::ptr::null(),
        rmethods.as_ptr(),
        std::ptr::null(),
        std::ptr::null(),
    );

    // This seems to allow both symbols and strings,
    libR_sys::R_useDynamicSymbols(info, 0);
    libR_sys::R_forceSymbols(info, 0);
}

/// Return true if this primitive is NA.
pub trait IsNA {
    fn is_na(&self) -> bool;
}

impl IsNA for f64 {
    fn is_na(&self) -> bool {
        unsafe { R_IsNA(*self) != 0 }
    }
}

impl IsNA for i32 {
    fn is_na(&self) -> bool {
        *self == std::i32::MIN
    }
}

impl IsNA for Bool {
    fn is_na(&self) -> bool {
        self.0 == std::i32::MIN
    }
}

impl IsNA for &str {
    /// Check for NA in a string by address.
    fn is_na(&self) -> bool {
        self.as_ptr() == na_str().as_ptr()
    }
}

/// Type of R objects used by [Robj::rtype].
#[derive(Debug, PartialEq)]
pub enum RType {
    Null,        // NILSXP
    Symbol,      // SYMSXP
    Pairlist,    // LISTSXP
    Function,    // CLOSXP
    Environment, // ENVSXP
    Promise,     // PROMSXP
    Language,    // LANGSXP
    Special,     // SPECIALSXP
    Builtin,     // BUILTINSXP
    Character,   // CHARSXP
    Logical,     // LGLSXP
    Integer,     // INTSXP
    Real,        // REALSXP
    Complex,     // CPLXSXP
    String,      // STRSXP
    Dot,         // DOTSXP
    Any,         // ANYSXP
    List,        // VECSXP
    Expression,  // EXPRSXP
    Bytecode,    // BCODESXP
    ExternalPtr, // EXTPTRSXP
    WeakRef,     // WEAKREFSXP
    Raw,         // RAWSXP
    S4,          // S4SXP
    Unknown,
}

#[doc(hidden)]
pub fn print_r_output<T: Into<Vec<u8>>>(s: T) {
    let cs = CString::new(s).expect("NulError");
    unsafe {
        Rprintf(cs.as_ptr());
    }
}

#[doc(hidden)]
pub fn print_r_error<T: Into<Vec<u8>>>(s: T) {
    let cs = CString::new(s).expect("NulError");
    unsafe {
        REprintf(cs.as_ptr());
    }
}

#[cfg(test)]
mod tests {
    use super::prelude::*;
    use crate as extendr_api;
    use std::collections::HashMap;

    use extendr_macros::extendr;
    use extendr_macros::extendr_module;
    use extendr_macros::pairlist;

    #[extendr]
    pub fn inttypes(a: i8, b: u8, c: i16, d: u16, e: i32, f: u32, g: i64, h: u64) {
        assert_eq!(a, 1);
        assert_eq!(b, 2);
        assert_eq!(c, 3);
        assert_eq!(d, 4);
        assert_eq!(e, 5);
        assert_eq!(f, 6);
        assert_eq!(g, 7);
        assert_eq!(h, 8);
    }

    #[extendr]
    pub fn floattypes(a: f32, b: f64) {
        assert_eq!(a, 1.);
        assert_eq!(b, 2.);
    }

    #[extendr]
    pub fn strtypes(a: &str, b: String) {
        assert_eq!(a, "abc");
        assert_eq!(b, "def");
    }

    #[extendr]
    pub fn vectortypes(a: Vec<i32>, b: Vec<f64>) {
        assert_eq!(a, [1, 2, 3]);
        assert_eq!(b, [4., 5., 6.]);
    }

    #[extendr]
    pub fn robjtype(a: Robj) {
        assert_eq!(a, Robj::from(1))
    }

    #[extendr]
    pub fn return_u8() -> u8 {
        123
    }

    #[extendr]
    pub fn return_u16() -> u16 {
        123
    }

    #[extendr]
    pub fn return_u32() -> u32 {
        123
    }

    #[extendr]
    pub fn return_u64() -> u64 {
        123
    }

    #[extendr]
    pub fn return_i8() -> i8 {
        123
    }

    #[extendr]
    pub fn return_i16() -> i16 {
        123
    }

    #[extendr]
    pub fn return_i32() -> i32 {
        123
    }

    #[extendr]
    pub fn return_i64() -> i64 {
        123
    }

    #[extendr]
    pub fn return_f32() -> f32 {
        123.
    }

    #[extendr]
    pub fn return_f64() -> f64 {
        123.
    }

    #[extendr]
    pub fn f64_slice(x: &[f64]) -> &[f64] {
        x
    }

    #[extendr]
    pub fn i32_slice(x: &[i32]) -> &[i32] {
        x
    }

    #[extendr]
    pub fn bool_slice(x: &[Bool]) -> &[Bool] {
        x
    }

    #[extendr]
    pub fn f64_iter(x: Real) -> Real {
        x
    }

    #[extendr]
    pub fn i32_iter(x: Int) -> Int {
        x
    }

    #[extendr]
    pub fn bool_iter(x: Logical) -> Logical {
        x
    }

    #[extendr]
    pub fn symbol(x: Symbol) -> Symbol {
        x
    }

    #[extendr]
    pub fn matrix(x: RMatrix<f64>) -> RMatrix<f64> {
        x
    }

    #[extendr]
    pub fn hash_map(x: HashMap<&str, Robj>) -> HashMap<&str, Robj> {
        x
    }

    struct Person {
        pub name: String,
    }

    #[extendr]
    /// impl comment.
    impl Person {
        fn new() -> Self {
            Self {
                name: "".to_string(),
            }
        }

        fn set_name(&mut self, name: &str) {
            self.name = name.to_string();
        }

        fn name(&self) -> &str {
            self.name.as_str()
        }
    }

    // see metadata_test for the following comments.

    /// comment #1
    /// comment #2
    /**
        comment #3
        comment #4
    **/
    #[extendr]
    /// aux_func doc comment.
    fn aux_func(_person: &Person) {}

    // Macro to generate exports
    extendr_module! {
        mod my_module;
        fn aux_func;
        impl Person;
    }

    #[test]
    fn export_test() {
        test! {
            use super::*;
            // Call the exported functions through their generated C wrappers.
            unsafe {
                wrap__inttypes(
                    Robj::from(1).get(),
                    Robj::from(2).get(),
                    Robj::from(3).get(),
                    Robj::from(4).get(),
                    Robj::from(5).get(),
                    Robj::from(6).get(),
                    Robj::from(7).get(),
                    Robj::from(8).get(),
                );
                wrap__inttypes(
                    Robj::from(1.).get(),
                    Robj::from(2.).get(),
                    Robj::from(3.).get(),
                    Robj::from(4.).get(),
                    Robj::from(5.).get(),
                    Robj::from(6.).get(),
                    Robj::from(7.).get(),
                    Robj::from(8.).get(),
                );
                wrap__floattypes(Robj::from(1.).get(), Robj::from(2.).get());
                wrap__floattypes(Robj::from(1).get(), Robj::from(2).get());
                wrap__strtypes(Robj::from("abc").get(), Robj::from("def").get());
                wrap__vectortypes(
                    Robj::from(&[1, 2, 3] as &[i32]).get(),
                    Robj::from(&[4., 5., 6.] as &[f64]).get(),
                );
                wrap__robjtype(Robj::from(1).get());

                // General integer types.
                assert_eq!(new_owned(wrap__return_u8()), Robj::from(123));
                assert_eq!(new_owned(wrap__return_u16()), Robj::from(123));
                assert_eq!(new_owned(wrap__return_u32()), Robj::from(123));
                assert_eq!(new_owned(wrap__return_u64()), Robj::from(123));
                assert_eq!(new_owned(wrap__return_i8()), Robj::from(123));
                assert_eq!(new_owned(wrap__return_i16()), Robj::from(123));
                assert_eq!(new_owned(wrap__return_i32()), Robj::from(123));
                assert_eq!(new_owned(wrap__return_i64()), Robj::from(123));

                // Floating point types.
                assert_eq!(new_owned(wrap__return_f32()), Robj::from(123.));
                assert_eq!(new_owned(wrap__return_f64()), Robj::from(123.));
            }
        }
    }

    #[test]
    fn class_wrapper_test() {
        test! {
            let mut person = Person::new();
            person.set_name("fred");
            let robj = r!(person);
            assert_eq!(robj.check_external_ptr("Person"), true);
            let person2 = <&Person>::from_robj(&robj).unwrap();
            assert_eq!(person2.name(), "fred");
        }
    }

    #[test]
    fn slice_test() {
        test! {
            unsafe {
                // #[extendr]
                // pub fn f64_slice(x: &[f64]) -> &[f64] { x }

                let robj = r!([1., 2., 3.]);
                assert_eq!(new_owned(wrap__f64_slice(robj.get())), robj);

                // #[extendr]
                // pub fn i32_slice(x: &[i32]) -> &[i32] { x }

                let robj = r!([1, 2, 3]);
                assert_eq!(new_owned(wrap__i32_slice(robj.get())), robj);

                // #[extendr]
                // pub fn bool_slice(x: &[Bool]) -> &[Bool] { x }

                let robj = r!([TRUE, FALSE, TRUE]);
                assert_eq!(new_owned(wrap__bool_slice(robj.get())), robj);

                // #[extendr]
                // pub fn f64_iter(x: Real) -> Real { x }

                let robj = r!([1., 2., 3.]);
                assert_eq!(new_owned(wrap__f64_iter(robj.get())), robj);

                // #[extendr]
                // pub fn i32_iter(x: Int) -> Int { x }

                let robj = r!([1, 2, 3]);
                assert_eq!(new_owned(wrap__i32_iter(robj.get())), robj);

                // #[extendr]
                // pub fn bool_iter(x: Logical) -> Logical { x }

                let robj = r!([TRUE, FALSE, TRUE]);
                assert_eq!(new_owned(wrap__bool_iter(robj.get())), robj);

                // #[extendr]
                // pub fn symbol(x: Symbol) -> Symbol { x }

                let robj = sym!(fred);
                assert_eq!(new_owned(wrap__symbol(robj.get())), robj);

                // #[extendr]
                // pub fn matrix(x: Matrix<&[f64]>) -> Matrix<&[f64]> { x }

                let m = RMatrix::new_matrix(1, 2, |r, c| if r == c {1.0} else {0.});
                let robj = r!(m);
                assert_eq!(new_owned(wrap__matrix(robj.get())), robj);

                // #[extendr]
                // pub fn hash_map(x: HashMap<&str, Robj>) -> HashMap<&str, Robj> { x }
                let robj = r!(List::from_values(&[1, 2]));
                robj.set_attrib(names_symbol(), r!(["a", "b"]))?;
                let res = new_owned(wrap__hash_map(robj.get()));
                assert_eq!(res.len(), 2);
            }
        }
    }

    #[test]
    fn r_output_test() {
        // R equivalent
        // > txt_con <- textConnection("test_con", open = "w")
        // > sink(txt_con)
        // > cat("Hello world")
        // > sink()
        // > close(txt_con)
        // > expect_equal(test_con, "Hello world")
        //

        test! {
            let txt_con = R!(textConnection("test_con", open = "w")).unwrap();
            call!("sink", &txt_con).unwrap();
            rprintln!("Hello world");
            call!("sink").unwrap();
            call!("close", &txt_con).unwrap();
            let result = R!(test_con).unwrap();
            assert_eq!(result, r!("Hello world"));
        }
    }

    #[test]
    fn test_na_str() {
        assert!(na_str().as_ptr() != "NA".as_ptr());
        assert_eq!(na_str(), "NA");
        assert_eq!("NA".is_na(), false);
        assert_eq!(na_str().is_na(), true);
    }

    #[test]
    fn metadata_test() {
        test! {
            // Rust interface.
            let metadata = get_my_module_metadata();
            assert_eq!(metadata.functions[0].doc, " comment #1\n comment #2\n\n        comment #3\n        comment #4\n    *\n aux_func doc comment.");
            assert_eq!(metadata.functions[0].name, "aux_func");
            assert_eq!(metadata.functions[0].args[0].name, "_person");
            assert_eq!(metadata.functions[1].name, "get_my_module_metadata");
            assert_eq!(metadata.impls[0].name, "Person");
            assert_eq!(metadata.impls[0].methods.len(), 3);

            // R interface
            let robj = unsafe { new_owned(wrap__get_my_module_metadata()) };
            let functions = robj.dollar("functions").unwrap();
            let impls = robj.dollar("impls").unwrap();
            assert_eq!(functions.len(), 3);
            assert_eq!(impls.len(), 1);
        }
    }

    #[test]
    fn pairlist_macro_works() {
        test! {
            assert_eq!(pairlist!(1, 2, 3), Pairlist::from_pairs(&[("", 1), ("", 2), ("", 3)]));
            assert_eq!(pairlist!(a=1, 2, 3), Pairlist::from_pairs(&[("a", 1), ("", 2), ("", 3)]));
            assert_eq!(pairlist!(1, b=2, 3), Pairlist::from_pairs(&[("", 1), ("b", 2), ("", 3)]));
            assert_eq!(pairlist!(a=1, b=2, c=3), Pairlist::from_pairs(&[("a", 1), ("b", 2), ("c", 3)]));
            assert_eq!(pairlist!(a=NULL), Pairlist::from_pairs(&[("a", ())]));
            assert_eq!(pairlist!(), Pairlist::from(()));
        }
    }

    #[test]
    fn big_r_macro_works() {
        test! {
            assert_eq!(R!("1")?, r!(1.0));
            assert_eq!(R!(r"1")?, r!(1.0));
            assert_eq!(R!(r"
                x <- 1
                x
            ")?, r!(1.0));
            assert_eq!(R!(r"
                x <- {{ 1.0 }}
                x
            ")?, r!(1.0));
            assert_eq!(R!(r"
                x <- {{ (0..4).collect_robj() }}
                x
            ")?, r!([0, 1, 2, 3]));
            assert_eq!(R!(r#"
                x <- "hello"
                x
            "#)?, r!("hello"));
            assert_eq!(Rraw!(r"
                x <- {{ 1 }}
                x
            ")?, r!(1.0));
        }
    }
}