rust_tensors/tensor.rs
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use std::io::Error;
use crate::address_bound::{AddressBound, AddressIterator};
use crate::addressable::Addressable;
/// The framework used to make a tensor or an N dimensional array
pub trait Tensor<T, A: Addressable> {
/// Creates a new instance of a tensor with the given inclusive bounds and an address value mapper closure
fn new<F>(bounds: AddressBound<A>, address_value_converter: F) -> Self
where
F: Fn(A) -> T;
/// Attempts to retrieve a reference to the value at the address.
/// Returns None if the address is outside the given bound
fn get(&self, address: &A) -> Option<&T>;
fn get_mut(&mut self, address: &A) -> Option<&mut T>;
/// Attempts to reassign the value at the given index. Returns Err if the given address is out of bounds.
fn set(&mut self, address: &A, value: T) -> Result<(), Error>;
/// Returns a reference to the bounds of the tensor
fn bounds(&self) -> &AddressBound<A>;
/// Returns an iterator who generates addresses in row-major order.
/// Can't give an address who is out of bounds.
fn address_iterator<'a>(&'a self) -> AddressIterator<A>
where
T: 'a,
{
self.bounds().iter()
}
/// Returns a new tensor, which is a copy of this tensor with the values mapped by the given function.
fn transform<F, TNew, TENew>(&self, mapping_function: F) -> TENew
where
F: Fn(&T) -> TNew,
TENew: Tensor<TNew, A>,
{
Tensor::new(self.bounds().clone(), |address| {
mapping_function(self.get(&address).unwrap())
})
}
/// Returns a new tensor, which is a copy of this tensor with the values mapped by the given function.
fn transform_by_address<F, TNew, TENew>(&self, mapping_function: F) -> TENew
where
F: Fn(&A, &T) -> TNew,
TENew: Tensor<TNew, A>,
{
Tensor::new(self.bounds().clone(), |address| {
mapping_function(&address, self.get(&address).unwrap())
})
}
/// Alters every value in the tensor by some mapping function.
/// Note: the mapping function must have the same input value and output value type.
fn transform_in_place<F>(&mut self, mapping_function: F)
where
F: Fn(&mut T),
{
self.bounds().iter().for_each(|address| {
mapping_function(self.get_mut(&address).unwrap());
});
}
/// Alters every value in the tensor by some mapping function.
/// Note: the mapping function must have the same input value and output value type.
fn transform_by_address_in_place<F>(&mut self, mapping_function: F)
where
F: Fn(&A, &mut T),
{
self.bounds().iter().for_each(|address| {
mapping_function(&address, self.get_mut(&address).unwrap());
});
}
/// A canonical means of testing equality.
/// Implementors may choose to use other more efficient means, but this is always viable.
#[allow(unused)]
fn eq(&self, other: &Self) -> bool
where
T: PartialEq,
{
if self.bounds() != other.bounds() {
return false;
}
self.address_iterator()
.all(|address| self.get(&address).unwrap() == other.get(&address).unwrap())
}
}