1
  2
  3
  4
  5
  6
  7
  8
  9
 10
 11
 12
 13
 14
 15
 16
 17
 18
 19
 20
 21
 22
 23
 24
 25
 26
 27
 28
 29
 30
 31
 32
 33
 34
 35
 36
 37
 38
 39
 40
 41
 42
 43
 44
 45
 46
 47
 48
 49
 50
 51
 52
 53
 54
 55
 56
 57
 58
 59
 60
 61
 62
 63
 64
 65
 66
 67
 68
 69
 70
 71
 72
 73
 74
 75
 76
 77
 78
 79
 80
 81
 82
 83
 84
 85
 86
 87
 88
 89
 90
 91
 92
 93
 94
 95
 96
 97
 98
 99
100
101
102
103
104
105
106
107
108
109
110
111
112
113
114
115
116
117
118
119
120
121
122
123
124
125
126
127
128
129
130
131
132
133
134
135
136
137
138
139
140
141
142
143
144
145
146
147
148
149
150
151
152
153
154
155
156
157
158
159
160
161
162
163
164
165
166
167
168
169
170
171
172
173
174
175
176
177
178
179
180
181
182
183
184
185
186
187
188
189
190
191
192
193
194
195
196
197
198
199
200
201
202
203
204
205
206
207
208
209
210
211
212
213
214
215
216
217
218
219
220
221
222
223
224
225
226
227
228
229
230
231
232
233
234
235
236
237
238
239
240
241
242
243
244
245
246
247
248
249
250
251
252
253
254
255
256
257
258
259
260
261
262
263
264
265
266
267
268
269
270
271
272
273
274
275
276
277
278
279
280
281
282
283
284
285
286
287
288
289
290
291
292
293
294
295
296
297
298
299
300
301
302
303
304
305
306
307
308
309
310
311
312
313
314
315
316
317
318
319
320
321
322
323
324
325
326
327
328
329
330
331
332
333
334
335
336
337
338
339
340
341
342
343
344
345
346
347
348
349
350
351
352
353
354
355
356
357
358
359
360
361
362
363
364
365
366
367
368
369
370
371
372
373
374
375
376
377
378
379
380
381
382
383
384
385
386
387
388
389
390
391
392
393
394
395
396
397
398
399
400
401
402
403
404
405
406
407
408
409
410
411
412
413
414
415
416
417
418
419
420
421
422
423
424
425
426
427
428
429
430
431
432
433
434
435
436
437
438
439
440
441
442
443
444
445
446
447
448
449
450
451
452
453
454
455
456
457
458
459
460
461
462
463
464
465
466
467
468
469
470
471
472
473
474
475
476
477
478
479
480
481
482
483
484
485
486
487
488
489
490
491
492
493
494
495
496
497
498
499
500
501
502
503
504
505
506
507
508
509
510
511
512
513
514
515
516
517
518
519
520
521
522
523
524
525
526
527
528
529
530
531
532
533
534
535
536
537
538
539
540
541
542
543
544
545
546
547
548
549
550
551
552
553
554
555
556
557
558
559
560
561
562
563
564
565
566
567
568
569
570
571
572
573
574
575
576
577
578
579
580
581
582
583
584
585
586
587
588
589
590
591
592
593
594
595
596
597
598
599
600
601
602
603
604
605
extern crate libc;

use self::libc::{c_double, c_int, c_uint};
use crate::array::Array;
use crate::defines::AfError;
use crate::error::HANDLE_ERROR;
use crate::seq::Seq;
use crate::util::{AfArray, AfIndex, DimT, HasAfEnum, MutAfArray, MutAfIndex};

use std::marker::PhantomData;

#[allow(dead_code)]
extern "C" {
    fn af_create_indexers(indexers: MutAfIndex) -> c_int;
    fn af_set_array_indexer(indexer: AfIndex, idx: AfArray, dim: DimT) -> c_int;
    fn af_set_seq_indexer(
        indexer: AfIndex,
        idx: *const SeqInternal,
        dim: DimT,
        is_batch: c_int,
    ) -> c_int;
    fn af_release_indexers(indexers: AfIndex) -> c_int;

    fn af_index(out: MutAfArray, input: AfArray, ndims: c_uint, index: *const SeqInternal)
        -> c_int;
    fn af_lookup(out: MutAfArray, arr: AfArray, indices: AfArray, dim: c_uint) -> c_int;
    fn af_assign_seq(
        out: MutAfArray,
        lhs: AfArray,
        ndims: c_uint,
        indices: *const SeqInternal,
        rhs: AfArray,
    ) -> c_int;
    fn af_index_gen(out: MutAfArray, input: AfArray, ndims: DimT, indices: AfIndex) -> c_int;
    fn af_assign_gen(
        out: MutAfArray,
        lhs: AfArray,
        ndims: DimT,
        indices: AfIndex,
        rhs: AfArray,
    ) -> c_int;
}

/// Struct to manage an array of resources of type `af_indexer_t`(ArrayFire C struct)
///
/// # 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::new();
///
/// // `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: i64,
    count: usize,
    marker: PhantomData<&'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
    ///
    /// # 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: HasAfEnum> Indexable for Array<T> {
    #[allow(unused_variables)]
    fn set(&self, idxr: &mut Indexer, dim: u32, is_batch: Option<bool>) {
        unsafe {
            let err_val =
                af_set_array_indexer(idxr.get() as AfIndex, self.get() as AfArray, dim as DimT);
            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: Copy> Indexable for Seq<T>
where
    c_double: From<T>,
{
    fn set(&self, idxr: &mut Indexer, dim: u32, is_batch: Option<bool>) {
        unsafe {
            let err_val = af_set_seq_indexer(
                idxr.get() as AfIndex,
                &SeqInternal::from_seq(self) as *const SeqInternal,
                dim as DimT,
                is_batch.unwrap() as c_int,
            );
            HANDLE_ERROR(AfError::from(err_val));
        }
    }
}

impl<'object> Indexer<'object> {
    #[allow(unused_mut)]
    /// Create a new Indexer object and set the dimension specific index objects later
    pub fn new() -> Self {
        let mut temp: i64 = 0;
        unsafe {
            let err_val = af_create_indexers(&mut temp as MutAfIndex);
            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 = self.count + 1;
    }

    /// Get number of indexing objects set
    pub fn len(&self) -> usize {
        self.count
    }

    /// Get native(ArrayFire) resource handle
    pub fn get(&self) -> i64 {
        self.handle
    }
}

impl<'object> Drop for Indexer<'object> {
    fn drop(&mut self) {
        unsafe {
            let ret_val = af_release_indexers(self.handle as AfIndex);
            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: Copy>(input: &Array<IO>, seqs: &[Seq<T>]) -> Array<IO>
where
    c_double: From<T>,
    IO: HasAfEnum,
{
    let mut temp: i64 = 0;
    unsafe {
        // TODO: allocating a whole new array on the heap just for this is BAD
        let seqs: Vec<SeqInternal> = seqs.iter().map(|s| SeqInternal::from_seq(s)).collect();
        let err_val = af_index(
            &mut temp as MutAfArray,
            input.get() as AfArray,
            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));
/// ```
#[allow(dead_code)]
pub fn row<T>(input: &Array<T>, row_num: u64) -> Array<T>
where
    T: HasAfEnum,
{
    index(
        input,
        &[
            Seq::new(row_num as f64, row_num as f64, 1.0),
            Seq::default(),
        ],
    )
}

#[allow(dead_code)]
/// Set `row_num`^th row in `input` Array to a new Array `new_row`
pub fn set_row<T>(input: &Array<T>, new_row: &Array<T>, row_num: u64) -> Array<T>
where
    T: HasAfEnum,
{
    let seqs = [
        Seq::new(row_num as f64, row_num as f64, 1.0),
        Seq::default(),
    ];
    assign_seq(input, &seqs, new_row)
}

#[allow(dead_code)]
/// Get an Array with all rows from `first` to `last` in the `input` Array
pub fn rows<T>(input: &Array<T>, first: u64, last: u64) -> Array<T>
where
    T: HasAfEnum,
{
    index(
        input,
        &[Seq::new(first as f64, last as f64, 1.0), Seq::default()],
    )
}

#[allow(dead_code)]
/// Set rows from `first` to `last` in `input` Array with rows from Array `new_rows`
pub fn set_rows<T>(input: &Array<T>, new_rows: &Array<T>, first: u64, last: u64) -> Array<T>
where
    T: HasAfEnum,
{
    let seqs = [Seq::new(first as f64, last as f64, 1.0), Seq::default()];
    assign_seq(input, &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));
/// ```
#[allow(dead_code)]
pub fn col<T>(input: &Array<T>, col_num: u64) -> Array<T>
where
    T: HasAfEnum,
{
    index(
        input,
        &[
            Seq::default(),
            Seq::new(col_num as f64, col_num as f64, 1.0),
        ],
    )
}

#[allow(dead_code)]
/// Set `col_num`^th col in `input` Array to a new Array `new_col`
pub fn set_col<T>(input: &Array<T>, new_col: &Array<T>, col_num: u64) -> Array<T>
where
    T: HasAfEnum,
{
    let seqs = [
        Seq::default(),
        Seq::new(col_num as f64, col_num as f64, 1.0),
    ];
    assign_seq(input, &seqs, new_col)
}

#[allow(dead_code)]
/// Get all cols from `first` to `last` in the `input` Array
pub fn cols<T>(input: &Array<T>, first: u64, last: u64) -> Array<T>
where
    T: HasAfEnum,
{
    index(
        input,
        &[Seq::default(), Seq::new(first as f64, last as f64, 1.0)],
    )
}

#[allow(dead_code)]
/// Set cols from `first` to `last` in `input` Array with cols from Array `new_cols`
pub fn set_cols<T>(input: &Array<T>, new_cols: &Array<T>, first: u64, last: u64) -> Array<T>
where
    T: HasAfEnum,
{
    let seqs = [Seq::default(), Seq::new(first as f64, last as f64, 1.0)];
    assign_seq(input, &seqs, new_cols)
}

#[allow(dead_code)]
/// Get `slice_num`^th slice from `input` Array
///
/// Note. Slices indicate that the indexing is along 3rd dimension
pub fn slice<T>(input: &Array<T>, slice_num: u64) -> 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)
}

#[allow(dead_code)]
/// Set slice `slice_num` in `input` Array to a new Array `new_slice`
///
/// Slices indicate that the indexing is along 3rd dimension
pub fn set_slice<T>(input: &Array<T>, new_slice: &Array<T>, slice_num: u64) -> Array<T>
where
    T: HasAfEnum,
{
    let seqs = [
        Seq::default(),
        Seq::default(),
        Seq::new(slice_num as f64, slice_num as f64, 1.0),
    ];
    assign_seq(input, &seqs, new_slice)
}

#[allow(dead_code)]
/// 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: u64, last: u64) -> Array<T>
where
    T: HasAfEnum,
{
    let seqs = [
        Seq::default(),
        Seq::default(),
        Seq::new(first as f64, last as f64, 1.0),
    ];
    index(input, &seqs)
}

#[allow(dead_code)]
/// Set `first` to `last` slices of `input` Array to a new Array `new_slices`
///
/// Slices indicate that the indexing is along 3rd dimension
pub fn set_slices<T>(input: &Array<T>, new_slices: &Array<T>, first: u64, last: u64) -> Array<T>
where
    T: HasAfEnum,
{
    let seqs = [
        Seq::default(),
        Seq::default(),
        Seq::new(first as f64, last as f64, 1.0),
    ];
    assign_seq(input, &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,
{
    let mut temp: i64 = 0;
    unsafe {
        let err_val = af_lookup(
            &mut temp as MutAfArray,
            input.get() as AfArray,
            indices.get() as AfArray,
            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 a    = constant(2.0 as f32, Dim4::new(&[5, 3, 1, 1]));
/// 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()];
/// let sub  = assign_seq(&a, seqs, &b);
/// 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
///
/// print(&sub);
/// // 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: Copy, I>(lhs: &Array<I>, seqs: &[Seq<T>], rhs: &Array<I>) -> Array<I>
where
    c_double: From<T>,
    I: HasAfEnum,
{
    let mut temp: i64 = 0;
    // TODO: allocating a whole new array on the heap just for this is BAD
    let seqs: Vec<SeqInternal> = seqs.iter().map(|s| SeqInternal::from_seq(s)).collect();
    unsafe {
        let err_val = af_assign_seq(
            &mut temp as MutAfArray,
            lhs.get() as AfArray,
            seqs.len() as c_uint,
            seqs.as_ptr() as *const SeqInternal,
            rhs.get() as AfArray,
        );
        HANDLE_ERROR(AfError::from(err_val));
    }
    temp.into()
}

/// 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::new();
/// 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,
{
    let mut temp: i64 = 0;
    unsafe {
        let err_val = af_index_gen(
            &mut temp as MutAfArray,
            input.get() as AfArray,
            indices.len() as DimT,
            indices.get() as AfIndex,
        );
        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 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::new();
/// 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 = assign_gen(&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
/// ```
pub fn assign_gen<T>(lhs: &Array<T>, indices: &Indexer, rhs: &Array<T>) -> Array<T>
where
    T: HasAfEnum,
{
    let mut temp: i64 = 0;
    unsafe {
        let err_val = af_assign_gen(
            &mut temp as MutAfArray,
            lhs.get() as AfArray,
            indices.len() as DimT,
            indices.get() as AfIndex,
            rhs.get() as AfArray,
        );
        HANDLE_ERROR(AfError::from(err_val));
    }
    temp.into()
}

#[repr(C)]
struct SeqInternal {
    begin: c_double,
    end: c_double,
    step: c_double,
}

impl SeqInternal {
    fn from_seq<T: Copy>(s: &Seq<T>) -> Self
    where
        c_double: From<T>,
    {
        Self {
            begin: From::from(s.begin()),
            end: From::from(s.end()),
            step: From::from(s.step()),
        }
    }
}