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use futuresdr::runtime::dev::prelude::*;
/// Apply a function to each sample.
///
/// # Stream Inputs
///
/// `input`: Input
///
/// # Stream Outputs
///
/// `output`: Output, corresponding to input with function applied
///
/// # Usage
/// ```
/// use futuresdr::blocks::Apply;
/// use futuresdr::prelude::*;
///
/// let mut fg = Flowgraph::new();
///
/// // Double each sample
/// let doubler = Apply::new(|i: &f32| i * 2.0);
///
/// // Note that the closure can also hold state
/// let mut last_value = 0.0;
/// let moving_average = Apply::new(move |i: &f32| {
/// let new_value = (last_value + i) / 2.0;
/// last_value = *i;
/// new_value
/// });
///
/// // Additionally, the closure can change the type of the sample
/// let to_complex = Apply::new(|i: &f32| {
/// Complex {
/// re: 0.0,
/// im: *i,
/// }
/// });
/// ```
#[derive(Block)]
pub struct Apply<F, A, B, IN = DefaultCpuReader<A>, OUT = DefaultCpuWriter<B>>
where
F: FnMut(&A) -> B + Send + 'static,
A: Send + 'static,
B: Send + 'static,
IN: CpuBufferReader<Item = A>,
OUT: CpuBufferWriter<Item = B>,
{
f: F,
#[input]
input: IN,
#[output]
output: OUT,
}
impl<F, A, B> Apply<F, A, B, DefaultCpuReader<A>, DefaultCpuWriter<B>>
where
F: FnMut(&A) -> B + Send + 'static,
A: CpuSample,
B: CpuSample,
{
/// Create [`Apply`] block with default stream buffers.
///
/// ## Parameter
/// - `f`: Function to apply on each sample
pub fn new(f: F) -> Self {
Self::with_buffers(f)
}
}
impl<F, A, B, IN, OUT> Apply<F, A, B, IN, OUT>
where
F: FnMut(&A) -> B + Send + 'static,
A: Send + 'static,
B: Send + Sync + 'static,
IN: CpuBufferReader<Item = A>,
OUT: CpuBufferWriter<Item = B>,
{
/// Create [`Apply`] block with custom stream buffers.
///
/// ## Parameter
/// - `f`: Function to apply on each sample
pub fn with_buffers(f: F) -> Self {
Self {
f,
input: IN::default(),
output: OUT::default(),
}
}
}
#[doc(hidden)]
impl<F, A, B, IN, OUT> Kernel for Apply<F, A, B, IN, OUT>
where
F: FnMut(&A) -> B + Send + 'static,
A: Send + 'static,
B: Send + 'static,
IN: CpuBufferReader<Item = A>,
OUT: CpuBufferWriter<Item = B>,
{
async fn work(
&mut self,
io: &mut WorkIo,
_mo: &mut MessageOutputs,
_meta: &mut BlockMeta,
) -> Result<()> {
let (i, i_tags) = self.input.slice_with_tags();
let (o, mut o_tags) = self.output.slice_with_tags();
let i_len = i.len();
let m = std::cmp::min(i_len, o.len());
if m > 0 {
for (v, r) in i.iter().zip(o.iter_mut()) {
*r = (self.f)(v);
}
i_tags.iter().for_each(|t| {
if t.index < m {
o_tags.add_tag(t.index, t.tag.clone())
}
});
self.input.consume(m);
self.output.produce(m);
}
if self.input.finished() && m == i_len {
io.finished = true;
}
Ok(())
}
}