| ... | @@ -399,6 +399,13 @@ test "sort fuzz testing" { | ... | @@ -399,6 +399,13 @@ test "sort fuzz testing" { |
| 399 | } | 399 | } |
| 400 | } | 400 | } |
| 401 | | 401 | |
| | 402 | /// Returns the index of an element in `items` equal to `key`. |
| | 403 | /// If there are multiple such elements, returns the index of any one of them. |
| | 404 | /// If there are no such elements, returns `null`. |
| | 405 | /// |
| | 406 | /// `items` must be sorted in ascending order with respect to `compareFn`. |
| | 407 | /// |
| | 408 | /// O(log n) complexity. |
| 402 | pub fn binarySearch( | 409 | pub fn binarySearch( |
| 403 | comptime T: type, | 410 | comptime T: type, |
| 404 | key: anytype, | 411 | key: anytype, |
| ... | @@ -502,6 +509,267 @@ test "binarySearch" { | ... | @@ -502,6 +509,267 @@ test "binarySearch" { |
| 502 | ); | 509 | ); |
| 503 | } | 510 | } |
| 504 | | 511 | |
| | 512 | /// Returns the index of the first element in `items` greater than or equal to `key`, |
| | 513 | /// or `items.len` if all elements are less than `key`. |
| | 514 | /// |
| | 515 | /// `items` must be sorted in ascending order with respect to `compareFn`. |
| | 516 | /// |
| | 517 | /// O(log n) complexity. |
| | 518 | pub fn lowerBound( |
| | 519 | comptime T: type, |
| | 520 | key: anytype, |
| | 521 | items: []const T, |
| | 522 | context: anytype, |
| | 523 | comptime lessThan: fn (context: @TypeOf(context), lhs: @TypeOf(key), rhs: T) bool, |
| | 524 | ) usize { |
| | 525 | var left: usize = 0; |
| | 526 | var right: usize = items.len; |
| | 527 | |
| | 528 | while (left < right) { |
| | 529 | const mid = left + (right - left) / 2; |
| | 530 | if (lessThan(context, items[mid], key)) { |
| | 531 | left = mid + 1; |
| | 532 | } else { |
| | 533 | right = mid; |
| | 534 | } |
| | 535 | } |
| | 536 | |
| | 537 | return left; |
| | 538 | } |
| | 539 | |
| | 540 | test "lowerBound" { |
| | 541 | const S = struct { |
| | 542 | fn lower_u32(context: void, lhs: u32, rhs: u32) bool { |
| | 543 | _ = context; |
| | 544 | return lhs < rhs; |
| | 545 | } |
| | 546 | fn lower_i32(context: void, lhs: i32, rhs: i32) bool { |
| | 547 | _ = context; |
| | 548 | return lhs < rhs; |
| | 549 | } |
| | 550 | fn lower_f32(context: void, lhs: f32, rhs: f32) bool { |
| | 551 | _ = context; |
| | 552 | return lhs < rhs; |
| | 553 | } |
| | 554 | }; |
| | 555 | |
| | 556 | try testing.expectEqual( |
| | 557 | @as(usize, 0), |
| | 558 | lowerBound(u32, @as(u32, 0), &[_]u32{}, {}, S.lower_u32), |
| | 559 | ); |
| | 560 | try testing.expectEqual( |
| | 561 | @as(usize, 0), |
| | 562 | lowerBound(u32, @as(u32, 0), &[_]u32{ 2, 4, 8, 16, 32, 64 }, {}, S.lower_u32), |
| | 563 | ); |
| | 564 | try testing.expectEqual( |
| | 565 | @as(usize, 0), |
| | 566 | lowerBound(u32, @as(u32, 2), &[_]u32{ 2, 4, 8, 16, 32, 64 }, {}, S.lower_u32), |
| | 567 | ); |
| | 568 | try testing.expectEqual( |
| | 569 | @as(usize, 2), |
| | 570 | lowerBound(u32, @as(u32, 5), &[_]u32{ 2, 4, 8, 16, 32, 64 }, {}, S.lower_u32), |
| | 571 | ); |
| | 572 | try testing.expectEqual( |
| | 573 | @as(usize, 2), |
| | 574 | lowerBound(u32, @as(u32, 8), &[_]u32{ 2, 4, 8, 16, 32, 64 }, {}, S.lower_u32), |
| | 575 | ); |
| | 576 | try testing.expectEqual( |
| | 577 | @as(usize, 6), |
| | 578 | lowerBound(u32, @as(u32, 8), &[_]u32{ 2, 4, 7, 7, 7, 7, 16, 32, 64 }, {}, S.lower_u32), |
| | 579 | ); |
| | 580 | try testing.expectEqual( |
| | 581 | @as(usize, 2), |
| | 582 | lowerBound(u32, @as(u32, 8), &[_]u32{ 2, 4, 8, 8, 8, 8, 16, 32, 64 }, {}, S.lower_u32), |
| | 583 | ); |
| | 584 | try testing.expectEqual( |
| | 585 | @as(usize, 5), |
| | 586 | lowerBound(u32, @as(u32, 64), &[_]u32{ 2, 4, 8, 16, 32, 64 }, {}, S.lower_u32), |
| | 587 | ); |
| | 588 | try testing.expectEqual( |
| | 589 | @as(usize, 6), |
| | 590 | lowerBound(u32, @as(u32, 100), &[_]u32{ 2, 4, 8, 16, 32, 64 }, {}, S.lower_u32), |
| | 591 | ); |
| | 592 | try testing.expectEqual( |
| | 593 | @as(usize, 2), |
| | 594 | lowerBound(i32, @as(i32, 5), &[_]i32{ 2, 4, 8, 16, 32, 64 }, {}, S.lower_i32), |
| | 595 | ); |
| | 596 | try testing.expectEqual( |
| | 597 | @as(usize, 1), |
| | 598 | lowerBound(f32, @as(f32, -33.4), &[_]f32{ -54.2, -26.7, 0.0, 56.55, 100.1, 322.0 }, {}, S.lower_f32), |
| | 599 | ); |
| | 600 | } |
| | 601 | |
| | 602 | /// Returns the index of the first element in `items` greater than `key`, |
| | 603 | /// or `items.len` if all elements are less than or equal to `key`. |
| | 604 | /// |
| | 605 | /// `items` must be sorted in ascending order with respect to `compareFn`. |
| | 606 | /// |
| | 607 | /// O(log n) complexity. |
| | 608 | pub fn upperBound( |
| | 609 | comptime T: type, |
| | 610 | key: anytype, |
| | 611 | items: []const T, |
| | 612 | context: anytype, |
| | 613 | comptime lessThan: fn (context: @TypeOf(context), lhs: @TypeOf(key), rhs: T) bool, |
| | 614 | ) usize { |
| | 615 | var left: usize = 0; |
| | 616 | var right: usize = items.len; |
| | 617 | |
| | 618 | while (left < right) { |
| | 619 | const mid = (right + left) / 2; |
| | 620 | if (!lessThan(context, key, items[mid])) { |
| | 621 | left = mid + 1; |
| | 622 | } else { |
| | 623 | right = mid; |
| | 624 | } |
| | 625 | } |
| | 626 | |
| | 627 | return left; |
| | 628 | } |
| | 629 | |
| | 630 | test "upperBound" { |
| | 631 | const S = struct { |
| | 632 | fn lower_u32(context: void, lhs: u32, rhs: u32) bool { |
| | 633 | _ = context; |
| | 634 | return lhs < rhs; |
| | 635 | } |
| | 636 | fn lower_i32(context: void, lhs: i32, rhs: i32) bool { |
| | 637 | _ = context; |
| | 638 | return lhs < rhs; |
| | 639 | } |
| | 640 | fn lower_f32(context: void, lhs: f32, rhs: f32) bool { |
| | 641 | _ = context; |
| | 642 | return lhs < rhs; |
| | 643 | } |
| | 644 | }; |
| | 645 | |
| | 646 | try testing.expectEqual( |
| | 647 | @as(usize, 0), |
| | 648 | upperBound(u32, @as(u32, 0), &[_]u32{}, {}, S.lower_u32), |
| | 649 | ); |
| | 650 | try testing.expectEqual( |
| | 651 | @as(usize, 0), |
| | 652 | upperBound(u32, @as(u32, 0), &[_]u32{ 2, 4, 8, 16, 32, 64 }, {}, S.lower_u32), |
| | 653 | ); |
| | 654 | try testing.expectEqual( |
| | 655 | @as(usize, 1), |
| | 656 | upperBound(u32, @as(u32, 2), &[_]u32{ 2, 4, 8, 16, 32, 64 }, {}, S.lower_u32), |
| | 657 | ); |
| | 658 | try testing.expectEqual( |
| | 659 | @as(usize, 2), |
| | 660 | upperBound(u32, @as(u32, 5), &[_]u32{ 2, 4, 8, 16, 32, 64 }, {}, S.lower_u32), |
| | 661 | ); |
| | 662 | try testing.expectEqual( |
| | 663 | @as(usize, 6), |
| | 664 | upperBound(u32, @as(u32, 8), &[_]u32{ 2, 4, 7, 7, 7, 7, 16, 32, 64 }, {}, S.lower_u32), |
| | 665 | ); |
| | 666 | try testing.expectEqual( |
| | 667 | @as(usize, 6), |
| | 668 | upperBound(u32, @as(u32, 8), &[_]u32{ 2, 4, 8, 8, 8, 8, 16, 32, 64 }, {}, S.lower_u32), |
| | 669 | ); |
| | 670 | try testing.expectEqual( |
| | 671 | @as(usize, 3), |
| | 672 | upperBound(u32, @as(u32, 8), &[_]u32{ 2, 4, 8, 16, 32, 64 }, {}, S.lower_u32), |
| | 673 | ); |
| | 674 | try testing.expectEqual( |
| | 675 | @as(usize, 6), |
| | 676 | upperBound(u32, @as(u32, 64), &[_]u32{ 2, 4, 8, 16, 32, 64 }, {}, S.lower_u32), |
| | 677 | ); |
| | 678 | try testing.expectEqual( |
| | 679 | @as(usize, 6), |
| | 680 | upperBound(u32, @as(u32, 100), &[_]u32{ 2, 4, 8, 16, 32, 64 }, {}, S.lower_u32), |
| | 681 | ); |
| | 682 | try testing.expectEqual( |
| | 683 | @as(usize, 2), |
| | 684 | upperBound(i32, @as(i32, 5), &[_]i32{ 2, 4, 8, 16, 32, 64 }, {}, S.lower_i32), |
| | 685 | ); |
| | 686 | try testing.expectEqual( |
| | 687 | @as(usize, 1), |
| | 688 | upperBound(f32, @as(f32, -33.4), &[_]f32{ -54.2, -26.7, 0.0, 56.55, 100.1, 322.0 }, {}, S.lower_f32), |
| | 689 | ); |
| | 690 | } |
| | 691 | |
| | 692 | /// Returns a tuple of the lower and upper indices in `items` between which all elements are equal to `key`. |
| | 693 | /// If no element in `items` is equal to `key`, both indices are the |
| | 694 | /// index of the first element in `items` greater than `key`. |
| | 695 | /// If no element in `items` is greater than `key`, both indices equal `items.len`. |
| | 696 | /// |
| | 697 | /// `items` must be sorted in ascending order with respect to `compareFn`. |
| | 698 | /// |
| | 699 | /// O(log n) complexity. |
| | 700 | /// |
| | 701 | /// See also: `lowerBound` and `upperBound`. |
| | 702 | pub fn equalRange( |
| | 703 | comptime T: type, |
| | 704 | key: anytype, |
| | 705 | items: []const T, |
| | 706 | context: anytype, |
| | 707 | comptime lessThan: fn (context: @TypeOf(context), lhs: @TypeOf(key), rhs: T) bool, |
| | 708 | ) struct { usize, usize } { |
| | 709 | return .{ |
| | 710 | lowerBound(T, key, items, context, lessThan), |
| | 711 | upperBound(T, key, items, context, lessThan), |
| | 712 | }; |
| | 713 | } |
| | 714 | |
| | 715 | test "equalRange" { |
| | 716 | const S = struct { |
| | 717 | fn lower_u32(context: void, lhs: u32, rhs: u32) bool { |
| | 718 | _ = context; |
| | 719 | return lhs < rhs; |
| | 720 | } |
| | 721 | fn lower_i32(context: void, lhs: i32, rhs: i32) bool { |
| | 722 | _ = context; |
| | 723 | return lhs < rhs; |
| | 724 | } |
| | 725 | fn lower_f32(context: void, lhs: f32, rhs: f32) bool { |
| | 726 | _ = context; |
| | 727 | return lhs < rhs; |
| | 728 | } |
| | 729 | }; |
| | 730 | |
| | 731 | try testing.expectEqual( |
| | 732 | @as(struct { usize, usize }, .{ 0, 0 }), |
| | 733 | equalRange(i32, @as(i32, 0), &[_]i32{}, {}, S.lower_i32), |
| | 734 | ); |
| | 735 | try testing.expectEqual( |
| | 736 | @as(struct { usize, usize }, .{ 0, 0 }), |
| | 737 | equalRange(i32, @as(i32, 0), &[_]i32{ 2, 4, 8, 16, 32, 64 }, {}, S.lower_i32), |
| | 738 | ); |
| | 739 | try testing.expectEqual( |
| | 740 | @as(struct { usize, usize }, .{ 0, 1 }), |
| | 741 | equalRange(i32, @as(i32, 2), &[_]i32{ 2, 4, 8, 16, 32, 64 }, {}, S.lower_i32), |
| | 742 | ); |
| | 743 | try testing.expectEqual( |
| | 744 | @as(struct { usize, usize }, .{ 2, 2 }), |
| | 745 | equalRange(i32, @as(i32, 5), &[_]i32{ 2, 4, 8, 16, 32, 64 }, {}, S.lower_i32), |
| | 746 | ); |
| | 747 | try testing.expectEqual( |
| | 748 | @as(struct { usize, usize }, .{ 2, 3 }), |
| | 749 | equalRange(i32, @as(i32, 8), &[_]i32{ 2, 4, 8, 16, 32, 64 }, {}, S.lower_i32), |
| | 750 | ); |
| | 751 | try testing.expectEqual( |
| | 752 | @as(struct { usize, usize }, .{ 5, 6 }), |
| | 753 | equalRange(i32, @as(i32, 64), &[_]i32{ 2, 4, 8, 16, 32, 64 }, {}, S.lower_i32), |
| | 754 | ); |
| | 755 | try testing.expectEqual( |
| | 756 | @as(struct { usize, usize }, .{ 6, 6 }), |
| | 757 | equalRange(i32, @as(i32, 100), &[_]i32{ 2, 4, 8, 16, 32, 64 }, {}, S.lower_i32), |
| | 758 | ); |
| | 759 | try testing.expectEqual( |
| | 760 | @as(struct { usize, usize }, .{ 2, 6 }), |
| | 761 | equalRange(i32, @as(i32, 8), &[_]i32{ 2, 4, 8, 8, 8, 8, 15, 22 }, {}, S.lower_i32), |
| | 762 | ); |
| | 763 | try testing.expectEqual( |
| | 764 | @as(struct { usize, usize }, .{ 2, 2 }), |
| | 765 | equalRange(u32, @as(u32, 5), &[_]u32{ 2, 4, 8, 16, 32, 64 }, {}, S.lower_u32), |
| | 766 | ); |
| | 767 | try testing.expectEqual( |
| | 768 | @as(struct { usize, usize }, .{ 1, 1 }), |
| | 769 | equalRange(f32, @as(f32, -33.4), &[_]f32{ -54.2, -26.7, 0.0, 56.55, 100.1, 322.0 }, {}, S.lower_f32), |
| | 770 | ); |
| | 771 | } |
| | 772 | |
| 505 | pub fn argMin( | 773 | pub fn argMin( |
| 506 | comptime T: type, | 774 | comptime T: type, |
| 507 | items: []const T, | 775 | items: []const T, |