weld 0.4.0

Weld is a language and runtime for improving the performance of data-intensive applications.
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//! Tests for the math functions Weld natively supports.

use weld;

use weld::runtime::WeldRuntimeErrno;

mod common;
use crate::common::*;

trait Close<Rhs: ?Sized = Self> {
    /// Returns true if self is close to other. The closeness is dictated by granularity.
    fn close(self, other: Rhs, granularity: u32) -> bool;
}

impl Close for f32 {
    fn close(self, other: f32, granularity: u32) -> bool {
        if self == other {
            return true;
        }
        let thresh = 0.1 / ((10i32.pow(granularity)) as Self);
        let diff = (self - other).abs();
        diff <= thresh
    }
}

impl Close for f64 {
    fn close(self, other: f64, granularity: u32) -> bool {
        if self == other {
            return true;
        }
        let thresh = 0.1 / ((10i32.pow(granularity)) as Self);
        let diff = (self - other).abs();
        diff <= thresh
    }
}

#[test]
fn simple_log() {
    let code = "|x:f64| log(x)";
    let ref conf = default_conf();
    let input = 2.718281828459045;
    let ret_value = compile_and_run(code, conf, &input);
    let data = ret_value.data() as *const f64;
    let result = unsafe { (*data).clone() };
    let output = 1.0f64;
    assert!(output.close(result, 5));
}

#[test]
fn log_error() {
    let code = "|x:i64| log(x)";
    let ref conf = default_conf();
    let input = 1;
    let err_value = compile_and_run_error(code, conf, &input);
    assert_eq!(err_value.code(), WeldRuntimeErrno::CompileError);
}

#[test]
fn simple_exp() {
    let code = "|x:f64| exp(x)";
    let ref conf = default_conf();
    let input = 1.0f64;
    let ret_value = compile_and_run(code, conf, &input);
    let data = ret_value.data() as *const f64;
    let result = unsafe { (*data).clone() };
    let output = 2.718281828459045;
    assert!(output.close(result, 5));
}

#[test]
fn exp_error() {
    let code = "|x:i64| exp(x)";
    let ref conf = default_conf();
    let input = 1;
    let err_value = compile_and_run_error(code, conf, &input);
    assert_eq!(err_value.code(), WeldRuntimeErrno::CompileError);
}

#[test]
fn simple_erf() {
    let code = "|x:f64| erf(x)";
    let ref conf = default_conf();
    let input = 1.00;
    let ret_value = compile_and_run(code, conf, &input);
    let data = ret_value.data() as *const f64;
    let result = unsafe { (*data).clone() };
    let output = 0.84270079294971478;
    assert!(output.close(result, 5));
}

#[test]
fn simple_sqrt() {
    let code = "|x:f64| sqrt(x)";
    let ref conf = default_conf();
    let input = 4.0;
    let ret_value = compile_and_run(code, conf, &input);
    let data = ret_value.data() as *const f64;

    let result = unsafe { (*data).clone() };
    let output = 2.0f64;
    assert!(output.close(result, 5));
}

#[test]
fn simple_pow() {
    use std::f64;
    let code = "|x:f64| pow(x, 2.0)";
    let ref conf = default_conf();
    let input = 4.0;
    let ret_value = compile_and_run(code, conf, &input);
    let data = ret_value.data() as *const f64;

    let result = unsafe { (*data).clone() };
    assert!((16.0).close(result, 5));
}

#[test]
fn simple_trig() {
    fn check_trig_f32(op: &str, input: f32, expect: f32) {
        let code = format!("|x:f32| {}(x)", op);
        let ref conf = default_conf();
        let ret_value = compile_and_run(&code, conf, &input);
        let data = ret_value.data() as *const f32;
        let result = unsafe { (*data).clone() };
        assert!(expect.close(result, 5));
    }

    fn check_trig_f64(op: &str, input: f64, expect: f64) {
        let code = format!("|x:f64| {}(x)", op);
        let ref conf = default_conf();
        let ret_value = compile_and_run(&code, conf, &input);
        let data = ret_value.data() as *const f64;
        let result = unsafe { (*data).clone() };
        assert!(expect.close(result, 5));
    }

    let inp: f32 = 1.0;
    check_trig_f32("sin", inp, inp.sin());
    check_trig_f32("cos", inp, inp.cos());
    check_trig_f32("tan", inp, inp.tan());
    check_trig_f32("asin", inp, inp.asin());
    check_trig_f32("acos", inp, inp.acos());
    check_trig_f32("atan", inp, inp.atan());
    check_trig_f32("sinh", inp, inp.sinh());
    check_trig_f32("cosh", inp, inp.cosh());
    check_trig_f32("tanh", inp, inp.tanh());

    let inp: f64 = 1.0;
    check_trig_f64("sin", inp, inp.sin());
    check_trig_f64("cos", inp, inp.cos());
    check_trig_f64("tan", inp, inp.tan());
    check_trig_f64("asin", inp, inp.asin());
    check_trig_f64("acos", inp, inp.acos());
    check_trig_f64("atan", inp, inp.atan());
    check_trig_f64("sinh", inp, inp.sinh());
    check_trig_f64("cosh", inp, inp.cosh());
    check_trig_f64("tanh", inp, inp.tanh());
}

#[test]
fn map_exp() {
    let code = "|x:vec[f32]| map(x, |a| exp(a))";
    let ref conf = default_conf();

    let input_vec = vec![0.0f32, 1.0f32, 2.0f32, 3.0f32];
    let ref input_data = WeldVec::from(&input_vec);

    let ret_value = compile_and_run(code, conf, input_data);
    let data = ret_value.data() as *const WeldVec<f32>;
    let result = unsafe { (*data).clone() };

    let output = vec![1.0, 2.7182817, 7.389056, 20.085537];
    for i in 0..(result.len as isize) {
        assert_eq!(unsafe { *result.data.offset(i) }, output[i as usize])
    }
}

#[test]
fn simple_int_mod() {
    let code = "|x:i64| x % 3L";
    let ref conf = default_conf();
    let ref input_data: i64 = -10;
    let ret_value = compile_and_run(code, conf, input_data);
    let data = ret_value.data() as *const i64;
    let result = unsafe { *data };
    assert_eq!(result, -1);
}

#[test]
fn simple_float_mod() {
    let code = "|x:f64| x % 0.04";
    let ref conf = default_conf();
    let ref input_data: f64 = 0.5;
    let ret_value = compile_and_run(code, conf, input_data);
    let data = ret_value.data() as *const f64;
    let result = unsafe { *data };
    assert!(result.close(0.02, 5));
}

#[test]
fn simple_float_min() {
    let code = "|| min(3.1, 4.2)";
    let ref conf = default_conf();

    let ref input_data: f64 = 0.0;

    let ret_value = compile_and_run(code, conf, input_data);
    let data = ret_value.data() as *const f64;
    let result = unsafe { *data };
    assert!(result.close(3.1, 5));
}