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use super::array::Array; use super::defines::AfError; use super::error::HANDLE_ERROR; use super::seq::Seq; use super::util::{af_array, af_index_t, dim_t, HasAfEnum, IndexableType}; use libc::{c_double, c_int, c_uint}; use std::default::Default; use std::marker::PhantomData; use std::mem; extern "C" { fn af_create_indexers(indexers: *mut af_index_t) -> c_int; fn af_set_array_indexer(indexer: af_index_t, idx: af_array, dim: dim_t) -> c_int; fn af_set_seq_indexer( indexer: af_index_t, idx: *const SeqInternal, dim: dim_t, is_batch: bool, ) -> c_int; fn af_release_indexers(indexers: af_index_t) -> c_int; fn af_index( out: *mut af_array, input: af_array, ndims: c_uint, index: *const SeqInternal, ) -> c_int; fn af_lookup(out: *mut af_array, arr: af_array, indices: af_array, dim: c_uint) -> c_int; fn af_assign_seq( out: *mut af_array, lhs: af_array, ndims: c_uint, indices: *const SeqInternal, rhs: af_array, ) -> c_int; fn af_index_gen( out: *mut af_array, input: af_array, ndims: dim_t, indices: af_index_t, ) -> c_int; fn af_assign_gen( out: *mut af_array, lhs: af_array, ndims: dim_t, indices: af_index_t, rhs: af_array, ) -> c_int; } /// Struct to manage an array of resources of type `af_indexer_t`(ArrayFire C struct) /// /// ## Sharing Across Threads /// /// While sharing an Indexer object with other threads, just move it across threads. At the /// moment, one cannot share borrowed references across threads. /// /// # Examples /// /// Given below are examples illustrating correct and incorrect usage of Indexer struct. /// /// <h3> Correct Usage </h3> /// /// ```rust /// use arrayfire::{Array, Dim4, randu, index_gen, Indexer}; /// /// // Always be aware of the fact that, the `Seq` or `Array` objects /// // that we intend to use for indexing via `Indexer` have to outlive /// // the `Indexer` object created in this context. /// /// let dims = Dim4::new(&[1, 3, 1, 1]); /// let indices = [1u8, 0, 1]; /// let idx = Array::new(&indices, dims); /// let values = [2.0f32, 5.0, 6.0]; /// let arr = Array::new(&values, dims); /// /// let mut idxr = Indexer::default(); /// /// // `idx` is created much before idxr, thus will /// // stay in scope at least as long as idxr /// idxr.set_index(&idx, 0, None); /// /// index_gen(&arr, idxr); /// ``` /// /// <h3> Incorrect Usage </h3> /// /// ```rust,ignore /// // Say, you create an Array on the fly and try /// // to call set_index, it will throw the given below /// // error or something similar to that /// idxr.set_index(&Array::new(&[1, 0, 1], dims), 0, None); /// ``` /// /// ```text /// error: borrowed value does not live long enough /// --> <anon>:16:55 /// | ///16 | idxr.set_index(&Array::new(&[1, 0, 1], dims), 0, None); /// | ---------------------------- ^ temporary value dropped here while still borrowed /// | | /// | temporary value created here ///... ///19 | } /// | - temporary value needs to live until here /// | /// = note: consider using a `let` binding to increase its lifetime /// ``` pub struct Indexer<'object> { handle: af_index_t, count: usize, marker: PhantomData<&'object ()>, } unsafe impl<'object> Send for Indexer<'object> {} /// Trait bound indicating indexability /// /// Any object to be able to be passed on to [Indexer::set_index()](./struct.Indexer.html#method.set_index) method should implement this trait with appropriate implementation of `set` method. pub trait Indexable { /// Set indexing object for a given dimension /// /// `is_batch` parameter is not used in most cases as it has been provided in /// ArrayFire C-API to enable GFOR construct in ArrayFire C++ API. This type /// of construct/idea is not exposed in rust wrapper yet. So, the user would /// just need to pass `None` to this parameter while calling this function. /// Since we can't have default default values and we wanted to keep this /// parameter for future use cases, we just made it an `std::Option`. /// /// # Parameters /// /// - `idxr` is mutable reference to [Indexer](./struct.Indexer.html) object which will /// be modified to set `self` indexable along `dim` dimension. /// - `dim` is the dimension along which `self` indexable will be used for indexing. /// - `is_batch` is only used if `self` is [Seq](./struct.Seq.html) to indicate if indexing /// along `dim` is a batched operation. fn set(&self, idxr: &mut Indexer, dim: u32, is_batch: Option<bool>); } /// Enables [Array](./struct.Array.html) to be used to index another Array /// /// This is used in functions [index_gen](./fn.index_gen.html) and /// [assign_gen](./fn.assign_gen.html) impl<T> Indexable for Array<T> where T: HasAfEnum + IndexableType, { fn set(&self, idxr: &mut Indexer, dim: u32, _is_batch: Option<bool>) { unsafe { let err_val = af_set_array_indexer(idxr.get(), self.get(), dim as dim_t); HANDLE_ERROR(AfError::from(err_val)); } } } /// Enables [Seq](./struct.Seq.html) to be used to index another Array /// /// This is used in functions [index_gen](./fn.index_gen.html) and /// [assign_gen](./fn.assign_gen.html) impl<T> Indexable for Seq<T> where c_double: From<T>, T: Copy + IndexableType, { fn set(&self, idxr: &mut Indexer, dim: u32, is_batch: Option<bool>) { unsafe { let err_val = af_set_seq_indexer( idxr.get(), &SeqInternal::from_seq(self) as *const SeqInternal, dim as dim_t, match is_batch { Some(value) => value, None => false, }, ); HANDLE_ERROR(AfError::from(err_val)); } } } impl<'object> Default for Indexer<'object> { fn default() -> Self { unsafe { let mut temp: af_index_t = std::ptr::null_mut(); let err_val = af_create_indexers(&mut temp as *mut af_index_t); HANDLE_ERROR(AfError::from(err_val)); Self { handle: temp, count: 0, marker: PhantomData, } } } } impl<'object> Indexer<'object> { /// Create a new Indexer object and set the dimension specific index objects later #[deprecated(since = "3.7.0", note = "Use Indexer::default() instead")] pub fn new() -> Self { unsafe { let mut temp: af_index_t = std::ptr::null_mut(); let err_val = af_create_indexers(&mut temp as *mut af_index_t); HANDLE_ERROR(AfError::from(err_val)); Self { handle: temp, count: 0, marker: PhantomData, } } } /// Set either [Array](./struct.Array.html) or [Seq](./struct.Seq.html) to index an Array along `idx` dimension pub fn set_index<'s, T>(&'s mut self, idx: &'object T, dim: u32, is_batch: Option<bool>) where T: Indexable + 'object, { idx.set(self, dim, is_batch); self.count += 1; } /// Get number of indexing objects set pub fn len(&self) -> usize { self.count } /// Check if any indexing objects are set pub fn is_empty(&self) -> bool { self.count == 0 } /// Get native(ArrayFire) resource handle pub unsafe fn get(&self) -> af_index_t { self.handle } } impl<'object> Drop for Indexer<'object> { fn drop(&mut self) { unsafe { let ret_val = af_release_indexers(self.handle as af_index_t); match ret_val { 0 => (), _ => panic!("Failed to release indexers resource: {}", ret_val), } } } } /// Indexes the `input` Array using `seqs` Sequences /// /// # Examples /// /// ```rust /// use arrayfire::{Dim4, Seq, index, randu, print}; /// let dims = Dim4::new(&[5, 5, 1, 1]); /// let a = randu::<f32>(dims); /// let seqs = &[Seq::new(1.0, 3.0, 1.0), Seq::default()]; /// let sub = index(&a, seqs); /// println!("a(seq(1, 3, 1), span)"); /// print(&sub); /// ``` pub fn index<IO, T>(input: &Array<IO>, seqs: &[Seq<T>]) -> Array<IO> where c_double: From<T>, IO: HasAfEnum, T: Copy + HasAfEnum + IndexableType, { let seqs: Vec<SeqInternal> = seqs.iter().map(|s| SeqInternal::from_seq(s)).collect(); unsafe { let mut temp: af_array = std::ptr::null_mut(); let err_val = af_index( &mut temp as *mut af_array, input.get(), seqs.len() as u32, seqs.as_ptr() as *const SeqInternal, ); HANDLE_ERROR(AfError::from(err_val)); temp.into() } } /// Extract `row_num` row from `input` Array /// /// # Examples /// /// ```rust /// use arrayfire::{Dim4, randu, row, print}; /// let dims = Dim4::new(&[5, 5, 1, 1]); /// let a = randu::<f32>(dims); /// println!("Grab last row of the random matrix"); /// print(&a); /// print(&row(&a, 4)); /// ``` pub fn row<T>(input: &Array<T>, row_num: i64) -> Array<T> where T: HasAfEnum, { index( input, &[ Seq::new(row_num as f64, row_num as f64, 1.0), Seq::default(), ], ) } /// Set `row_num`^th row in `inout` Array to a new Array `new_row` pub fn set_row<T>(inout: &mut Array<T>, new_row: &Array<T>, row_num: i64) where T: HasAfEnum, { let mut seqs = vec![Seq::new(row_num as f64, row_num as f64, 1.0)]; if inout.dims().ndims() > 1 { seqs.push(Seq::default()); } assign_seq(inout, &seqs, new_row) } /// Get an Array with all rows from `first` to `last` in the `input` Array pub fn rows<T>(input: &Array<T>, first: i64, last: i64) -> Array<T> where T: HasAfEnum, { let step: f64 = if first > last && last < 0 { -1.0 } else { 1.0 }; index( input, &[Seq::new(first as f64, last as f64, step), Seq::default()], ) } /// Set rows from `first` to `last` in `inout` Array with rows from Array `new_rows` pub fn set_rows<T>(inout: &mut Array<T>, new_rows: &Array<T>, first: i64, last: i64) where T: HasAfEnum, { let step: f64 = if first > last && last < 0 { -1.0 } else { 1.0 }; let seqs = [Seq::new(first as f64, last as f64, step), Seq::default()]; assign_seq(inout, &seqs, new_rows) } /// Extract `col_num` col from `input` Array /// /// # Examples /// /// ```rust /// use arrayfire::{Dim4, randu, col, print}; /// let dims = Dim4::new(&[5, 5, 1, 1]); /// let a = randu::<f32>(dims); /// print(&a); /// println!("Grab last col of the random matrix"); /// print(&col(&a, 4)); /// ``` pub fn col<T>(input: &Array<T>, col_num: i64) -> Array<T> where T: HasAfEnum, { index( input, &[ Seq::default(), Seq::new(col_num as f64, col_num as f64, 1.0), ], ) } /// Set `col_num`^th col in `inout` Array to a new Array `new_col` pub fn set_col<T>(inout: &mut Array<T>, new_col: &Array<T>, col_num: i64) where T: HasAfEnum, { let seqs = [ Seq::default(), Seq::new(col_num as f64, col_num as f64, 1.0), ]; assign_seq(inout, &seqs, new_col) } /// Get all cols from `first` to `last` in the `input` Array pub fn cols<T>(input: &Array<T>, first: i64, last: i64) -> Array<T> where T: HasAfEnum, { let step: f64 = if first > last && last < 0 { -1.0 } else { 1.0 }; index( input, &[Seq::default(), Seq::new(first as f64, last as f64, step)], ) } /// Set cols from `first` to `last` in `inout` Array with cols from Array `new_cols` pub fn set_cols<T>(inout: &mut Array<T>, new_cols: &Array<T>, first: i64, last: i64) where T: HasAfEnum, { let step: f64 = if first > last && last < 0 { -1.0 } else { 1.0 }; let seqs = [Seq::default(), Seq::new(first as f64, last as f64, step)]; assign_seq(inout, &seqs, new_cols) } /// Get `slice_num`^th slice from `input` Array /// /// Slices indicate that the indexing is along 3rd dimension pub fn slice<T>(input: &Array<T>, slice_num: i64) -> Array<T> where T: HasAfEnum, { let seqs = [ Seq::default(), Seq::default(), Seq::new(slice_num as f64, slice_num as f64, 1.0), ]; index(input, &seqs) } /// Set slice `slice_num` in `inout` Array to a new Array `new_slice` /// /// Slices indicate that the indexing is along 3rd dimension pub fn set_slice<T>(inout: &mut Array<T>, new_slice: &Array<T>, slice_num: i64) where T: HasAfEnum, { let seqs = [ Seq::default(), Seq::default(), Seq::new(slice_num as f64, slice_num as f64, 1.0), ]; assign_seq(inout, &seqs, new_slice) } /// Get slices from `first` to `last` in `input` Array /// /// Slices indicate that the indexing is along 3rd dimension pub fn slices<T>(input: &Array<T>, first: i64, last: i64) -> Array<T> where T: HasAfEnum, { let step: f64 = if first > last && last < 0 { -1.0 } else { 1.0 }; let seqs = [ Seq::default(), Seq::default(), Seq::new(first as f64, last as f64, step), ]; index(input, &seqs) } /// Set `first` to `last` slices of `inout` Array to a new Array `new_slices` /// /// Slices indicate that the indexing is along 3rd dimension pub fn set_slices<T>(inout: &mut Array<T>, new_slices: &Array<T>, first: i64, last: i64) where T: HasAfEnum, { let step: f64 = if first > last && last < 0 { -1.0 } else { 1.0 }; let seqs = [ Seq::default(), Seq::default(), Seq::new(first as f64, last as f64, step), ]; assign_seq(inout, &seqs, new_slices) } /// Lookup(hash) an Array using another Array /// /// Given a dimension `seq_dim`, `indices` are lookedup in `input` and returned as a new /// Array if found pub fn lookup<T, I>(input: &Array<T>, indices: &Array<I>, seq_dim: i32) -> Array<T> where T: HasAfEnum, I: HasAfEnum + IndexableType, { unsafe { let mut temp: af_array = std::ptr::null_mut(); let err_val = af_lookup( &mut temp as *mut af_array, input.get() as af_array, indices.get() as af_array, seq_dim as c_uint, ); HANDLE_ERROR(AfError::from(err_val)); temp.into() } } /// Assign(copy) content of an Array to another Array indexed by Sequences /// /// Assign `rhs` to `lhs` after indexing `lhs` /// /// # Examples /// /// ```rust /// use arrayfire::{constant, Dim4, Seq, assign_seq, print}; /// let mut a = constant(2.0 as f32, Dim4::new(&[5, 3, 1, 1])); /// print(&a); /// // 2.0 2.0 2.0 /// // 2.0 2.0 2.0 /// // 2.0 2.0 2.0 /// // 2.0 2.0 2.0 /// // 2.0 2.0 2.0 /// /// let b = constant(1.0 as f32, Dim4::new(&[3, 3, 1, 1])); /// let seqs = &[Seq::new(1.0, 3.0, 1.0), Seq::default()]; /// assign_seq(&mut a, seqs, &b); /// /// print(&a); /// // 2.0 2.0 2.0 /// // 1.0 1.0 1.0 /// // 1.0 1.0 1.0 /// // 1.0 1.0 1.0 /// // 2.0 2.0 2.0 /// ``` pub fn assign_seq<T, I>(lhs: &mut Array<I>, seqs: &[Seq<T>], rhs: &Array<I>) where c_double: From<T>, I: HasAfEnum, T: Copy + IndexableType, { let seqs: Vec<SeqInternal> = seqs.iter().map(|s| SeqInternal::from_seq(s)).collect(); unsafe { let mut temp: af_array = std::ptr::null_mut(); let err_val = af_assign_seq( &mut temp as *mut af_array, lhs.get() as af_array, seqs.len() as c_uint, seqs.as_ptr() as *const SeqInternal, rhs.get() as af_array, ); HANDLE_ERROR(AfError::from(err_val)); let modified = temp.into(); let _old_arr = mem::replace(lhs, modified); } } /// Index an Array using any combination of Array's and Sequence's /// /// # Examples /// /// ```rust /// use arrayfire::{Array, Dim4, Seq, print, randu, index_gen, Indexer}; /// let values: [f32; 3] = [1.0, 2.0, 3.0]; /// let indices = Array::new(&values, Dim4::new(&[3, 1, 1, 1])); /// let seq4gen = Seq::new(0.0, 2.0, 1.0); /// let a = randu::<f32>(Dim4::new(&[5, 3, 1, 1])); /// // [5 3 1 1] /// // 0.0000 0.2190 0.3835 /// // 0.1315 0.0470 0.5194 /// // 0.7556 0.6789 0.8310 /// // 0.4587 0.6793 0.0346 /// // 0.5328 0.9347 0.0535 /// /// /// let mut idxrs = Indexer::default(); /// idxrs.set_index(&indices, 0, None); // 2nd parameter is indexing dimension /// idxrs.set_index(&seq4gen, 1, Some(false)); // 3rd parameter indicates batch operation /// /// let sub2 = index_gen(&a, idxrs); /// println!("a(indices, seq(0, 2, 1))"); print(&sub2); /// // [3 3 1 1] /// // 0.1315 0.0470 0.5194 /// // 0.7556 0.6789 0.8310 /// // 0.4587 0.6793 0.0346 /// ``` pub fn index_gen<T>(input: &Array<T>, indices: Indexer) -> Array<T> where T: HasAfEnum, { unsafe { let mut temp: af_array = std::ptr::null_mut(); let err_val = af_index_gen( &mut temp as *mut af_array, input.get() as af_array, indices.len() as dim_t, indices.get() as af_index_t, ); HANDLE_ERROR(AfError::from(err_val)); temp.into() } } /// Assign an Array to another after indexing it using any combination of Array's and Sequence's /// /// # Examples /// /// ```rust /// use arrayfire::{Array, Dim4, Seq, print, randu, constant, Indexer, assign_gen}; /// let values: [f32; 3] = [1.0, 2.0, 3.0]; /// let indices = Array::new(&values, Dim4::new(&[3, 1, 1, 1])); /// let seq4gen = Seq::new(0.0, 2.0, 1.0); /// let mut a = randu::<f32>(Dim4::new(&[5, 3, 1, 1])); /// // [5 3 1 1] /// // 0.0000 0.2190 0.3835 /// // 0.1315 0.0470 0.5194 /// // 0.7556 0.6789 0.8310 /// // 0.4587 0.6793 0.0346 /// // 0.5328 0.9347 0.0535 /// /// let b = constant(2.0 as f32, Dim4::new(&[3, 3, 1, 1])); /// /// let mut idxrs = Indexer::default(); /// idxrs.set_index(&indices, 0, None); // 2nd parameter is indexing dimension /// idxrs.set_index(&seq4gen, 1, Some(false)); // 3rd parameter indicates batch operation /// /// assign_gen(&mut a, &idxrs, &b); /// println!("a(indices, seq(0, 2, 1))"); print(&a); /// // [5 3 1 1] /// // 0.0000 0.2190 0.3835 /// // 2.0000 2.0000 2.0000 /// // 2.0000 2.0000 2.0000 /// // 2.0000 2.0000 2.0000 /// // 0.5328 0.9347 0.0535 /// ``` pub fn assign_gen<T>(lhs: &mut Array<T>, indices: &Indexer, rhs: &Array<T>) where T: HasAfEnum, { unsafe { let mut temp: af_array = std::ptr::null_mut(); let err_val = af_assign_gen( &mut temp as *mut af_array, lhs.get() as af_array, indices.len() as dim_t, indices.get() as af_index_t, rhs.get() as af_array, ); HANDLE_ERROR(AfError::from(err_val)); let modified = temp.into(); let _old_arr = mem::replace(lhs, modified); } } #[repr(C)] struct SeqInternal { begin: c_double, end: c_double, step: c_double, } impl SeqInternal { fn from_seq<T>(s: &Seq<T>) -> Self where c_double: From<T>, T: Copy + IndexableType, { Self { begin: From::from(s.begin()), end: From::from(s.end()), step: From::from(s.step()), } } } #[cfg(test)] mod tests { use super::super::array::Array; use super::super::data::constant; use super::super::device::set_device; use super::super::dim4::Dim4; use super::super::index::{assign_gen, assign_seq, col, index, index_gen, row, Indexer}; use super::super::index::{cols, rows}; use super::super::random::randu; use super::super::seq::Seq; use crate::{dim4, seq, view}; #[test] fn non_macro_seq_index() { set_device(0); // ANCHOR: non_macro_seq_index let dims = Dim4::new(&[5, 5, 1, 1]); let a = randu::<f32>(dims); //af_print!("a", a); //a //[5 5 1 1] // 0.3990 0.5160 0.8831 0.9107 0.6688 // 0.6720 0.3932 0.0621 0.9159 0.8434 // 0.5339 0.2706 0.7089 0.0231 0.1328 // 0.1386 0.9455 0.9434 0.2330 0.2657 // 0.7353 0.1587 0.1227 0.2220 0.2299 // Index array using sequences let seqs = &[Seq::new(1u32, 3, 1), Seq::default()]; let _sub = index(&a, seqs); //af_print!("a(seq(1,3,1), span)", sub); // [3 5 1 1] // 0.6720 0.3932 0.0621 0.9159 0.8434 // 0.5339 0.2706 0.7089 0.0231 0.1328 // 0.1386 0.9455 0.9434 0.2330 0.2657 // ANCHOR_END: non_macro_seq_index } #[test] fn seq_index() { set_device(0); // ANCHOR: seq_index let dims = dim4!(5, 5, 1, 1); let a = randu::<f32>(dims); let first3 = seq!(1:3:1); let allindim2 = seq!(); let _sub = view!(a[first3, allindim2]); // ANCHOR_END: seq_index } #[test] fn non_macro_seq_assign() { set_device(0); // ANCHOR: non_macro_seq_assign let mut a = constant(2.0 as f32, dim4!(5, 3)); //print(&a); // 2.0 2.0 2.0 // 2.0 2.0 2.0 // 2.0 2.0 2.0 // 2.0 2.0 2.0 // 2.0 2.0 2.0 let b = constant(1.0 as f32, dim4!(3, 3)); let seqs = [seq!(1:3:1), seq!()]; assign_seq(&mut a, &seqs, &b); //print(&a); // 2.0 2.0 2.0 // 1.0 1.0 1.0 // 1.0 1.0 1.0 // 1.0 1.0 1.0 // 2.0 2.0 2.0 // ANCHOR_END: non_macro_seq_assign } #[test] fn non_macro_seq_array_index() { set_device(0); // ANCHOR: non_macro_seq_array_index let values: [f32; 3] = [1.0, 2.0, 3.0]; let indices = Array::new(&values, Dim4::new(&[3, 1, 1, 1])); let seq4gen = Seq::new(0.0, 2.0, 1.0); let a = randu::<f32>(Dim4::new(&[5, 3, 1, 1])); // [5 3 1 1] // 0.0000 0.2190 0.3835 // 0.1315 0.0470 0.5194 // 0.7556 0.6789 0.8310 // 0.4587 0.6793 0.0346 // 0.5328 0.9347 0.0535 let mut idxrs = Indexer::default(); idxrs.set_index(&indices, 0, None); // 2nd arg is indexing dimension idxrs.set_index(&seq4gen, 1, Some(false)); // 3rd arg indicates batch operation let _sub2 = index_gen(&a, idxrs); //println!("a(indices, seq(0, 2, 1))"); print(&sub2); // [3 3 1 1] // 0.1315 0.0470 0.5194 // 0.7556 0.6789 0.8310 // 0.4587 0.6793 0.0346 // ANCHOR_END: non_macro_seq_array_index } #[test] fn seq_array_index() { set_device(0); // ANCHOR: seq_array_index let values: [f32; 3] = [1.0, 2.0, 3.0]; let indices = Array::new(&values, Dim4::new(&[3, 1, 1, 1])); let seq4gen = seq!(0:2:1); let a = randu::<f32>(Dim4::new(&[5, 3, 1, 1])); let _sub2 = view!(a[indices, seq4gen]); // ANCHOR_END: seq_array_index } #[test] fn non_macro_seq_array_assign() { set_device(0); // ANCHOR: non_macro_seq_array_assign let values: [f32; 3] = [1.0, 2.0, 3.0]; let indices = Array::new(&values, dim4!(3, 1, 1, 1)); let seq4gen = seq!(0:2:1); let mut a = randu::<f32>(dim4!(5, 3, 1, 1)); // [5 3 1 1] // 0.0000 0.2190 0.3835 // 0.1315 0.0470 0.5194 // 0.7556 0.6789 0.8310 // 0.4587 0.6793 0.0346 // 0.5328 0.9347 0.0535 let b = constant(2.0 as f32, dim4!(3, 3, 1, 1)); let mut idxrs = Indexer::default(); idxrs.set_index(&indices, 0, None); // 2nd arg is indexing dimension idxrs.set_index(&seq4gen, 1, Some(false)); // 3rd arg indicates batch operation let _sub2 = assign_gen(&mut a, &idxrs, &b); //println!("a(indices, seq(0, 2, 1))"); print(&sub2); // [5 3 1 1] // 0.0000 0.2190 0.3835 // 2.0000 2.0000 2.0000 // 2.0000 2.0000 2.0000 // 2.0000 2.0000 2.0000 // 0.5328 0.9347 0.0535 // ANCHOR_END: non_macro_seq_array_assign } #[test] fn setrow() { set_device(0); // ANCHOR: setrow let a = randu::<f32>(dim4!(5, 5, 1, 1)); //print(&a); // [5 5 1 1] // 0.6010 0.5497 0.1583 0.3636 0.6755 // 0.0278 0.2864 0.3712 0.4165 0.6105 // 0.9806 0.3410 0.3543 0.5814 0.5232 // 0.2126 0.7509 0.6450 0.8962 0.5567 // 0.0655 0.4105 0.9675 0.3712 0.7896 let _r = row(&a, 4); // [1 5 1 1] // 0.0655 0.4105 0.9675 0.3712 0.7896 let _c = col(&a, 4); // [5 1 1 1] // 0.6755 // 0.6105 // 0.5232 // 0.5567 // 0.7896 // ANCHOR_END: setrow } #[test] fn get_row() { set_device(0); // ANCHOR: get_row let a = randu::<f32>(dim4!(5, 5)); // [5 5 1 1] // 0.6010 0.5497 0.1583 0.3636 0.6755 // 0.0278 0.2864 0.3712 0.4165 0.6105 // 0.9806 0.3410 0.3543 0.5814 0.5232 // 0.2126 0.7509 0.6450 0.8962 0.5567 // 0.0655 0.4105 0.9675 0.3712 0.7896 let _r = row(&a, -1); // [1 5 1 1] // 0.0655 0.4105 0.9675 0.3712 0.7896 let _c = col(&a, -1); // [5 1 1 1] // 0.6755 // 0.6105 // 0.5232 // 0.5567 // 0.7896 // ANCHOR_END: get_row } #[test] fn get_rows() { set_device(0); // ANCHOR: get_rows let a = randu::<f32>(dim4!(5, 5)); // [5 5 1 1] // 0.6010 0.5497 0.1583 0.3636 0.6755 // 0.0278 0.2864 0.3712 0.4165 0.6105 // 0.9806 0.3410 0.3543 0.5814 0.5232 // 0.2126 0.7509 0.6450 0.8962 0.5567 // 0.0655 0.4105 0.9675 0.3712 0.7896 let _r = rows(&a, -1, -2); // [2 5 1 1] // 0.2126 0.7509 0.6450 0.8962 0.5567 // 0.0655 0.4105 0.9675 0.3712 0.7896 let _c = cols(&a, -1, -3); // [5 3 1 1] // 0.1583 0.3636 0.6755 // 0.3712 0.4165 0.6105 // 0.3543 0.5814 0.5232 // 0.6450 0.8962 0.5567 // 0.9675 0.3712 0.7896 // ANCHOR_END: get_rows } }