nbslim 0.1.1

Rust implementation of SIA, SIATEC, COSIATEC, and RecurSIA algorithms for compressing Note Block Studio (.nbs) music files by discovering translational equivalence classes in 2D point sets.
Documentation 
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//! # NBSlim – Geometric compression algorithms for 2D point sets
//!
//! This crate implements SIA, SIATEC, COSIATEC, and RecurSIA – algorithms that discover
//! translational equivalence classes (TECs) in planar point sets. It is designed primarily
//! for compressing Note Block Studio (`.nbs`) music files but works on any set of points
//! in the plane.
//!
//! # Algorithms
//!
//! - **SIA** – finds all maximal translatable patterns from a point set.
//! - **SIATEC** – builds translational equivalence classes from SIA results.
//! - **COSIATEC** – greedy lossless compression: repeatedly extracts the best TEC and
//!   removes its covered points.
//! - **RecurSIA** – recursive version of COSIATEC that compresses patterns of each TEC
//!   to capture nested repetitions.
//!
//! # Examples
//!
//! Basic compression:
//!
//! ```
//! use nbslim::cosiatec_compress;
//!
//! let points = vec![(0, 100), (1, 200), (2, 100), (3, 200)];
//! let tecs = cosiatec_compress(&points, true);
//! assert!(tecs.len() > 0);
//! ```

mod sia;
mod tec;
mod siatec;
mod cosiatec;
mod recursia;

pub mod utils;

pub use tec::TranslationalEquivalence;
pub use sia::find_mtps;
pub use siatec::build_tecs_from_mtps;
pub use cosiatec::cosiatec_compress;
pub use recursia::recursive_cosiatec_compress;


#[cfg(test)]
mod test {
    use std::collections::HashSet;

    use crate::{
        TranslationalEquivalence, 
        cosiatec_compress, 
        recursive_cosiatec_compress, 
        utils::{compression_stats, notes_to_points, points_to_notes}
    };

    const NOTES: &str = r#"[[0, 0, 12, 33, 100, 0, 0], [0, 1, 13, 33, 100, 0, 0], [1, 3, 13, 33, 100, 0, 0], [2, 2, 13, 39, 100, 0, 0], [3, 3, 13, 39, 100, 0, 0], [4, 2, 13, 40, 100, 0, 0], [5, 3, 13, 40, 100, 0, 0], [6, 2, 13, 47, 100, 0, 0], [7, 3, 13, 47, 100, 0, 0], [12, 2, 13, 40, 100, 0, 0], [13, 3, 13, 40, 100, 0, 0], [16, 0, 12, 35, 100, 0, 0], [16, 1, 13, 35, 100, 0, 0], [17, 3, 13, 35, 100, 0, 0], [20, 2, 13, 39, 100, 0, 0], [21, 3, 13, 39, 100, 0, 0], [22, 2, 13, 40, 100, 0, 0], [23, 3, 13, 40, 100, 0, 0], [28, 2, 13, 35, 100, 0, 0], [29, 3, 13, 35, 100, 0, 0], [32, 0, 12, 37, 100, 0, 0], [32, 1, 13, 37, 100, 0, 0], [33, 3, 13, 37, 100, 0, 0], [34, 2, 13, 39, 100, 0, 0], [35, 3, 13, 39, 100, 0, 0], [36, 2, 13, 40, 100, 0, 0], [37, 3, 13, 40, 100, 0, 0], [38, 2, 13, 47, 100, 0, 0], [39, 3, 13, 47, 100, 0, 0], [44, 2, 13, 40, 100, 0, 0], [45, 3, 13, 40, 100, 0, 0], [48, 0, 12, 32, 100, 0, 0], [48, 1, 13, 32, 100, 0, 0], [49, 3, 13, 32, 100, 0, 0], [52, 2, 13, 39, 100, 0, 0], [53, 3, 13, 39, 100, 0, 0], [54, 2, 13, 40, 100, 0, 0], [55, 3, 13, 40, 100, 0, 0], [60, 2, 13, 35, 100, 0, 0], [61, 3, 13, 35, 100, 0, 0], [62, 2, 13, 37, 100, 0, 0], [63, 3, 13, 37, 100, 0, 0], [64, 0, 12, 33, 100, 0, 0], [64, 1, 13, 33, 100, 0, 0], [65, 3, 13, 33, 100, 0, 0], [66, 2, 13, 39, 100, 0, 0], [67, 3, 13, 39, 100, 0, 0], [68, 2, 13, 40, 100, 0, 0], [69, 3, 13, 40, 100, 0, 0], [70, 2, 13, 47, 100, 0, 0], [71, 3, 13, 47, 100, 0, 0], [76, 2, 13, 40, 100, 0, 0], [77, 3, 13, 40, 100, 0, 0], [80, 0, 12, 35, 100, 0, 0], [80, 1, 13, 35, 100, 0, 0], [81, 3, 13, 35, 100, 0, 0], [84, 2, 13, 39, 100, 0, 0], [85, 3, 13, 39, 100, 0, 0], [86, 2, 13, 40, 100, 0, 0], [87, 3, 13, 40, 100, 0, 0], [92, 2, 13, 35, 100, 0, 0], [93, 3, 13, 35, 100, 0, 0], [96, 0, 12, 37, 100, 0, 0], [96, 1, 13, 37, 100, 0, 0], [97, 3, 13, 37, 100, 0, 0], [98, 2, 13, 39, 100, 0, 0], [99, 3, 13, 39, 100, 0, 0], [100, 2, 13, 40, 100, 0, 0], [101, 3, 13, 40, 100, 0, 0], [102, 2, 13, 47, 100, 0, 0], [103, 3, 13, 47, 100, 0, 0], [108, 2, 13, 40, 100, 0, 0], [109, 3, 13, 40, 100, 0, 0], [112, 0, 12, 32, 100, 0, 0], [112, 1, 13, 32, 100, 0, 0], [113, 3, 13, 32, 100, 0, 0], [116, 2, 13, 39, 100, 0, 0], [117, 3, 13, 39, 100, 0, 0], [118, 2, 13, 40, 100, 0, 0], [119, 3, 13, 40, 100, 0, 0], [120, 2, 13, 39, 100, 0, 0], [121, 3, 13, 39, 100, 0, 0], [122, 2, 13, 35, 100, 0, 0], [123, 3, 13, 35, 100, 0, 0], [124, 2, 13, 37, 100, 0, 0], [125, 3, 13, 37, 100, 0, 0], [128, 0, 12, 33, 100, 0, 0], [128, 1, 13, 33, 100, 0, 0], [128, 4, 0, 39, 100, 0, 0], [128, 5, 0, 39, 100, 0, 0], [129, 3, 13, 33, 100, 0, 0], [130, 2, 13, 39, 100, 0, 0], [130, 4, 0, 40, 100, 0, 0], [130, 5, 0, 40, 100, 0, 0], [131, 3, 13, 39, 100, 0, 0], [132, 2, 13, 40, 100, 0, 0], [132, 4, 0, 40, 100, 0, 0], [132, 5, 0, 40, 100, 0, 0], [133, 3, 13, 40, 100, 0, 0], [134, 2, 13, 47, 100, 0, 0], [134, 4, 0, 47, 100, 0, 0], [134, 5, 0, 47, 100, 0, 0], [135, 3, 13, 47, 100, 0, 0], [140, 2, 13, 40, 100, 0, 0], [140, 4, 0, 40, 100, 0, 0], [140, 5, 0, 40, 100, 0, 0], [141, 3, 13, 40, 100, 0, 0], [142, 4, 0, 40, 100, 0, 0], [142, 5, 0, 40, 100, 0, 0], [144, 0, 12, 35, 100, 0, 0], [144, 1, 13, 35, 100, 0, 0], [144, 4, 0, 39, 100, 0, 0], [144, 5, 0, 39, 100, 0, 0], [145, 3, 13, 35, 100, 0, 0], [146, 4, 0, 39, 100, 0, 0], [146, 5, 0, 39, 100, 0, 0], [148, 2, 13, 39, 100, 0, 0], [148, 4, 0, 39, 100, 0, 0], [148, 5, 0, 39, 100, 0, 0], [149, 3, 13, 39, 100, 0, 0], [150, 2, 13, 40, 100, 0, 0], [150, 4, 0, 39, 100, 0, 0], [150, 5, 0, 39, 100, 0, 0], [151, 3, 13, 40, 100, 0, 0], [152, 4, 0, 39, 100, 0, 0], [152, 5, 0, 39, 100, 0, 0], [154, 4, 0, 40, 100, 0, 0], [154, 5, 0, 40, 100, 0, 0], [156, 2, 13, 35, 100, 0, 0], [156, 4, 0, 40, 100, 0, 0], [156, 5, 0, 40, 100, 0, 0], [157, 3, 13, 35, 100, 0, 0], [158, 4, 0, 40, 100, 0, 0], [158, 5, 0, 40, 100, 0, 0], [160, 0, 12, 37, 100, 0, 0], [160, 1, 13, 37, 100, 0, 0], [160, 4, 0, 39, 100, 0, 0], [160, 5, 0, 39, 100, 0, 0], [161, 3, 13, 37, 100, 0, 0], [162, 2, 13, 39, 100, 0, 0], [162, 4, 0, 40, 100, 0, 0], [162, 5, 0, 40, 100, 0, 0], [163, 3, 13, 39, 100, 0, 0], [164, 2, 13, 40, 100, 0, 0], [164, 4, 0, 40, 100, 0, 0], [164, 5, 0, 40, 100, 0, 0], [165, 3, 13, 40, 100, 0, 0], [166, 2, 13, 47, 100, 0, 0], [166, 4, 0, 47, 100, 0, 0], [166, 5, 0, 47, 100, 0, 0], [167, 3, 13, 47, 100, 0, 0], [172, 2, 13, 40, 100, 0, 0], [172, 4, 0, 40, 100, 0, 0], [172, 5, 0, 40, 100, 0, 0], [173, 3, 13, 40, 100, 0, 0], [174, 4, 0, 40, 100, 0, 0], [174, 5, 0, 40, 100, 0, 0], [176, 0, 12, 32, 100, 0, 0], [176, 1, 13, 32, 100, 0, 0], [176, 4, 0, 39, 100, 0, 0], [176, 5, 0, 39, 100, 0, 0], [177, 3, 13, 32, 100, 0, 0], [178, 4, 0, 39, 100, 0, 0], [178, 5, 0, 39, 100, 0, 0], [180, 2, 13, 39, 100, 0, 0], [180, 4, 0, 39, 100, 0, 0], [180, 5, 0, 39, 100, 0, 0], [181, 3, 13, 39, 100, 0, 0], [182, 2, 13, 40, 100, 0, 0], [182, 4, 0, 39, 100, 0, 0], [182, 5, 0, 39, 100, 0, 0], [183, 3, 13, 40, 100, 0, 0], [184, 4, 0, 39, 100, 0, 0], [184, 5, 0, 39, 100, 0, 0], [186, 4, 0, 40, 100, 0, 0], [186, 5, 0, 40, 100, 0, 0], [188, 2, 13, 35, 100, 0, 0], [188, 4, 0, 40, 100, 0, 0], [188, 5, 0, 40, 100, 0, 0], [189, 3, 13, 35, 100, 0, 0], [190, 2, 13, 37, 100, 0, 0], [191, 3, 13, 37, 100, 0, 0], [192, 0, 12, 33, 100, 0, 0], [192, 1, 13, 33, 100, 0, 0], [192, 4, 0, 39, 100, 0, 0], [192, 5, 0, 39, 100, 0, 0], [193, 3, 13, 33, 100, 0, 0], [194, 2, 13, 39, 100, 0, 0], [194, 4, 0, 40, 100, 0, 0], [194, 5, 0, 40, 100, 0, 0], [195, 3, 13, 39, 100, 0, 0], [196, 2, 13, 40, 100, 0, 0], [196, 4, 0, 40, 100, 0, 0], [196, 5, 0, 40, 100, 0, 0], [197, 3, 13, 40, 100, 0, 0], [198, 2, 13, 47, 100, 0, 0], [198, 4, 0, 47, 100, 0, 0], [198, 5, 0, 47, 100, 0, 0], [199, 3, 13, 47, 100, 0, 0], [204, 2, 13, 40, 100, 0, 0], [204, 4, 0, 40, 100, 0, 0], [204, 5, 0, 40, 100, 0, 0], [205, 3, 13, 40, 100, 0, 0], [206, 4, 0, 39, 100, 0, 0], [206, 5, 0, 39, 100, 0, 0], [208, 0, 12, 35, 100, 0, 0], [208, 1, 13, 35, 100, 0, 0], [208, 4, 0, 39, 100, 0, 0], [208, 5, 0, 39, 100, 0, 0], [209, 3, 13, 35, 100, 0, 0], [210, 4, 0, 39, 100, 0, 0], [210, 5, 0, 39, 100, 0, 0], [212, 2, 13, 39, 100, 0, 0], [212, 4, 0, 39, 100, 0, 0], [212, 5, 0, 39, 100, 0, 0], [213, 3, 13, 39, 100, 0, 0], [214, 2, 13, 40, 100, 0, 0], [214, 4, 0, 39, 100, 0, 0], [214, 5, 0, 39, 100, 0, 0], [215, 3, 13, 40, 100, 0, 0], [216, 4, 0, 39, 100, 0, 0], [216, 5, 0, 39, 100, 0, 0], [218, 4, 0, 40, 100, 0, 0], [218, 5, 0, 40, 100, 0, 0], [220, 2, 13, 35, 100, 0, 0], [220, 4, 0, 40, 100, 0, 0], [220, 5, 0, 40, 100, 0, 0], [221, 3, 13, 35, 100, 0, 0], [222, 4, 0, 40, 100, 0, 0], [222, 5, 0, 40, 100, 0, 0], [224, 0, 12, 37, 100, 0, 0], [224, 1, 13, 37, 100, 0, 0], [224, 4, 0, 39, 100, 0, 0], [224, 5, 0, 39, 100, 0, 0], [225, 3, 13, 37, 100, 0, 0], [226, 2, 13, 39, 100, 0, 0], [226, 4, 0, 40, 100, 0, 0], [226, 5, 0, 40, 100, 0, 0], [227, 3, 13, 39, 100, 0, 0], [228, 2, 13, 40, 100, 0, 0], [228, 4, 0, 40, 100, 0, 0], [228, 5, 0, 40, 100, 0, 0], [229, 3, 13, 40, 100, 0, 0], [230, 2, 13, 47, 100, 0, 0], [230, 4, 0, 47, 100, 0, 0], [230, 5, 0, 47, 100, 0, 0], [231, 2, 0, 47, 100, 0, 0], [231, 3, 0, 47, 100, 0, 0], [236, 4, 0, 42, 100, 0, 0], [236, 5, 0, 42, 100, 0, 0], [238, 4, 0, 44, 100, 0, 0], [238, 5, 0, 44, 100, 0, 0], [240, 4, 0, 44, 100, 0, 0], [240, 5, 0, 44, 100, 0, 0], [242, 4, 0, 51, 100, 0, 0], [242, 5, 0, 51, 100, 0, 0], [243, 2, 0, 51, 100, 0, 0], [243, 3, 0, 51, 100, 0, 0], [248, 4, 0, 47, 100, 0, 0], [248, 5, 0, 47, 100, 0, 0], [248, 6, 6, 44, 100, 0, 0], [249, 4, 0, 47, 100, 0, 0], [249, 5, 0, 47, 100, 0, 0], [249, 6, 6, 44, 100, 0, 0], [250, 4, 0, 47, 100, 0, 0], [250, 5, 0, 47, 100, 0, 0], [250, 6, 6, 44, 100, 0, 0], [251, 4, 0, 47, 100, 0, 0], [251, 5, 0, 47, 100, 0, 0], [251, 6, 6, 44, 100, 0, 0], [252, 4, 0, 47, 100, 0, 0], [252, 5, 0, 47, 100, 0, 0], [252, 6, 6, 44, 100, 0, 0], [254, 4, 0, 49, 100, 0, 0], [254, 5, 0, 49, 100, 0, 0], [254, 6, 6, 47, 100, 0, 0], [256, 0, 12, 33, 100, 0, 0], [256, 1, 13, 33, 100, 0, 0], [256, 7, 2, 43, 100, 0, 0], [256, 10, 1, 33, 100, 0, 0], [257, 3, 13, 33, 100, 0, 0], [257, 10, 1, 33, 100, 0, 0], [258, 2, 13, 39, 100, 0, 0], [258, 4, 0, 37, 100, 0, 0], [258, 5, 0, 37, 100, 0, 0], [258, 10, 1, 33, 100, 0, 0], [259, 3, 13, 39, 100, 0, 0], [260, 2, 13, 40, 100, 0, 0], [260, 4, 0, 44, 100, 0, 0], [260, 5, 0, 44, 100, 0, 0], [260, 8, 3, 40, 100, 0, 0], [261, 3, 13, 40, 100, 0, 0], [262, 2, 13, 47, 100, 0, 0], [262, 10, 1, 33, 100, 0, 0], [263, 3, 13, 47, 100, 0, 0], [263, 10, 1, 33, 100, 0, 0], [264, 4, 0, 42, 100, 0, 0], [264, 5, 0, 42, 100, 0, 0], [264, 7, 2, 43, 100, 0, 0], [264, 10, 1, 33, 100, 0, 0], [268, 2, 13, 40, 100, 0, 0], [268, 8, 3, 40, 100, 0, 0], [269, 3, 13, 40, 100, 0, 0], [270, 4, 0, 42, 100, 0, 0], [270, 5, 0, 42, 100, 0, 0], [272, 0, 12, 35, 100, 0, 0], [272, 1, 13, 35, 100, 0, 0], [272, 7, 2, 43, 100, 0, 0], [272, 10, 1, 35, 100, 0, 0], [273, 3, 13, 35, 100, 0, 0], [273, 10, 1, 35, 100, 0, 0], [274, 4, 0, 42, 100, 0, 0], [274, 5, 0, 42, 100, 0, 0], [274, 10, 1, 35, 100, 0, 0], [276, 2, 13, 39, 100, 0, 0], [276, 8, 3, 40, 100, 0, 0], [277, 3, 13, 39, 100, 0, 0], [278, 2, 13, 40, 100, 0, 0], [278, 4, 0, 40, 100, 0, 0], [278, 5, 0, 40, 100, 0, 0], [278, 10, 1, 35, 100, 0, 0], [279, 3, 13, 40, 100, 0, 0], [279, 10, 1, 35, 100, 0, 0], [280, 4, 0, 42, 100, 0, 0], [280, 5, 0, 42, 100, 0, 0], [280, 7, 2, 43, 100, 0, 0], [280, 10, 1, 35, 100, 0, 0], [284, 2, 13, 35, 100, 0, 0], [284, 4, 0, 42, 100, 0, 0], [284, 5, 0, 42, 100, 0, 0], [284, 8, 3, 40, 100, 0, 0], [285, 3, 13, 35, 100, 0, 0], [288, 0, 12, 37, 100, 0, 0], [288, 1, 13, 37, 100, 0, 0], [288, 4, 0, 37, 100, 0, 0], [288, 5, 0, 37, 100, 0, 0], [288, 7, 2, 43, 100, 0, 0], [288, 10, 1, 37, 100, 0, 0], [289, 3, 13, 37, 100, 0, 0], [289, 10, 1, 37, 100, 0, 0], [290, 2, 13, 39, 100, 0, 0], [290, 4, 0, 37, 100, 0, 0], [290, 5, 0, 37, 100, 0, 0], [290, 10, 1, 37, 100, 0, 0], [291, 3, 13, 39, 100, 0, 0], [292, 2, 13, 40, 100, 0, 0], [292, 4, 0, 44, 100, 0, 0], [292, 5, 0, 44, 100, 0, 0], [292, 8, 3, 40, 100, 0, 0], [293, 3, 13, 40, 100, 0, 0], [294, 2, 13, 47, 100, 0, 0], [294, 4, 0, 40, 100, 0, 0], [294, 5, 0, 40, 100, 0, 0], [294, 10, 1, 37, 100, 0, 0], [295, 3, 13, 47, 100, 0, 0], [295, 10, 1, 37, 100, 0, 0], [296, 4, 0, 42, 100, 0, 0], [296, 5, 0, 42, 100, 0, 0], [296, 7, 2, 43, 100, 0, 0], [296, 10, 1, 37, 100, 0, 0], [300, 2, 13, 40, 100, 0, 0], [300, 8, 3, 40, 100, 0, 0], [301, 3, 13, 40, 100, 0, 0], [302, 4, 0, 42, 100, 0, 0], [302, 5, 0, 42, 100, 0, 0], [304, 0, 12, 32, 100, 0, 0], [304, 1, 13, 32, 100, 0, 0], [304, 7, 2, 43, 100, 0, 0], [304, 10, 1, 32, 100, 0, 0], [305, 3, 13, 32, 100, 0, 0], [305, 10, 1, 32, 100, 0, 0], [306, 4, 0, 42, 100, 0, 0], [306, 5, 0, 42, 100, 0, 0], [306, 10, 1, 32, 100, 0, 0], [308, 2, 13, 39, 100, 0, 0], [308, 8, 3, 40, 100, 0, 0], [309, 3, 13, 39, 100, 0, 0], [310, 2, 13, 40, 100, 0, 0], [310, 4, 0, 40, 100, 0, 0], [310, 5, 0, 40, 100, 0, 0], [310, 10, 1, 32, 100, 0, 0], [311, 3, 13, 40, 100, 0, 0], [311, 10, 1, 32, 100, 0, 0], [312, 4, 0, 42, 100, 0, 0], [312, 5, 0, 42, 100, 0, 0], [312, 7, 2, 43, 100, 0, 0], [312, 10, 1, 32, 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[1361, 10, 1, 35, 100, 0, 0], [1362, 4, 0, 39, 100, 0, 0], [1362, 5, 0, 39, 100, 0, 0], [1362, 10, 1, 35, 100, 0, 0], [1362, 15, 3, 56, 100, 0, 0], [1364, 2, 13, 39, 100, 0, 0], [1364, 4, 0, 39, 100, 0, 0], [1364, 5, 0, 39, 100, 0, 0], [1364, 8, 3, 40, 100, 0, 0], [1364, 15, 3, 56, 100, 0, 0], [1365, 3, 13, 39, 100, 0, 0], [1366, 2, 13, 40, 100, 0, 0], [1366, 4, 0, 39, 100, 0, 0], [1366, 5, 0, 39, 100, 0, 0], [1366, 10, 1, 35, 100, 0, 0], [1366, 15, 4, 56, 100, 0, 0], [1367, 3, 13, 40, 100, 0, 0], [1367, 10, 1, 35, 100, 0, 0], [1368, 4, 0, 39, 100, 0, 0], [1368, 5, 0, 39, 100, 0, 0], [1368, 7, 2, 43, 100, 0, 0], [1368, 10, 1, 35, 100, 0, 0], [1368, 15, 3, 56, 100, 0, 0], [1370, 4, 0, 40, 100, 0, 0], [1370, 5, 0, 40, 100, 0, 0], [1370, 15, 3, 56, 100, 0, 0], [1372, 2, 13, 35, 100, 0, 0], [1372, 4, 0, 40, 100, 0, 0], [1372, 5, 0, 40, 100, 0, 0], [1372, 8, 3, 40, 100, 0, 0], [1372, 10, 1, 35, 100, 0, 0], [1372, 15, 3, 56, 100, 0, 0], [1373, 3, 13, 35, 100, 0, 0], [1373, 10, 1, 35, 100, 0, 0], [1374, 4, 0, 40, 100, 0, 0], [1374, 5, 0, 40, 100, 0, 0], [1374, 10, 1, 36, 100, 0, 0], [1374, 15, 4, 56, 100, 0, 0], [1375, 10, 1, 36, 100, 0, 0], [1376, 0, 12, 37, 100, 0, 0], [1376, 1, 13, 37, 100, 0, 0], [1376, 4, 0, 39, 100, 0, 0], [1376, 5, 0, 39, 100, 0, 0], [1376, 7, 2, 43, 100, 0, 0], [1376, 10, 1, 37, 100, 0, 0], [1376, 11, 7, 44, 100, 0, 0], [1376, 12, 8, 44, 100, 0, 0], [1376, 15, 3, 56, 100, 0, 0], [1377, 3, 13, 37, 100, 0, 0], [1377, 10, 1, 37, 100, 0, 0], [1378, 2, 13, 39, 100, 0, 0], [1378, 4, 0, 40, 100, 0, 0], [1378, 5, 0, 40, 100, 0, 0], [1378, 10, 1, 37, 100, 0, 0], [1378, 15, 3, 56, 100, 0, 0], [1379, 3, 13, 39, 100, 0, 0], [1380, 2, 13, 40, 100, 0, 0], [1380, 4, 0, 40, 100, 0, 0], [1380, 5, 0, 40, 100, 0, 0], [1380, 8, 3, 40, 100, 0, 0], [1380, 12, 8, 40, 100, 0, 0], [1380, 15, 3, 56, 100, 0, 0], [1381, 3, 13, 40, 100, 0, 0], [1382, 2, 13, 47, 100, 0, 0], [1382, 4, 0, 47, 100, 0, 0], [1382, 5, 0, 47, 100, 0, 0], [1382, 10, 1, 37, 100, 0, 0], [1382, 11, 7, 40, 100, 0, 0], [1382, 15, 4, 56, 100, 0, 0], [1383, 3, 13, 47, 100, 0, 0], [1383, 10, 1, 37, 100, 0, 0], [1384, 7, 2, 43, 100, 0, 0], [1384, 10, 1, 37, 100, 0, 0], [1384, 15, 3, 56, 100, 0, 0], [1386, 15, 3, 56, 100, 0, 0], [1388, 2, 13, 40, 100, 0, 0], [1388, 4, 0, 42, 100, 0, 0], [1388, 5, 0, 42, 100, 0, 0], [1388, 8, 3, 40, 100, 0, 0], [1388, 15, 3, 56, 100, 0, 0], [1389, 3, 13, 40, 100, 0, 0], [1390, 4, 0, 44, 100, 0, 0], [1390, 5, 0, 44, 100, 0, 0], [1390, 15, 4, 56, 100, 0, 0], [1392, 0, 12, 32, 100, 0, 0], [1392, 1, 13, 32, 100, 0, 0], [1392, 4, 0, 44, 100, 0, 0], [1392, 5, 0, 44, 100, 0, 0], [1392, 7, 2, 43, 100, 0, 0], [1392, 10, 1, 32, 100, 0, 0], [1392, 11, 7, 39, 100, 0, 0], [1392, 12, 8, 39, 100, 0, 0], [1392, 13, 8, 42, 100, 0, 0], [1392, 14, 8, 35, 100, 0, 0], [1392, 15, 3, 56, 100, 0, 0], [1393, 3, 13, 32, 100, 0, 0], [1393, 10, 1, 32, 100, 0, 0], [1394, 4, 0, 51, 100, 0, 0], [1394, 5, 0, 51, 100, 0, 0], [1394, 10, 1, 32, 100, 0, 0], [1394, 15, 3, 56, 100, 0, 0], [1396, 2, 13, 39, 100, 0, 0], [1396, 8, 3, 40, 100, 0, 0], [1396, 15, 3, 56, 100, 0, 0], [1397, 3, 13, 39, 100, 0, 0], [1398, 2, 13, 40, 100, 0, 0], [1398, 10, 1, 32, 100, 0, 0], [1398, 15, 4, 56, 100, 0, 0], [1399, 3, 13, 40, 100, 0, 0], [1399, 10, 1, 32, 100, 0, 0], [1400, 2, 13, 39, 100, 0, 0], [1400, 4, 0, 47, 100, 0, 0], [1400, 5, 0, 47, 100, 0, 0], [1400, 7, 2, 43, 100, 0, 0], [1400, 10, 1, 32, 100, 0, 0], [1400, 15, 3, 56, 100, 0, 0], [1401, 3, 13, 39, 100, 0, 0], [1401, 4, 0, 47, 100, 0, 0], [1401, 5, 0, 47, 100, 0, 0], [1401, 10, 1, 44, 100, 0, 0], [1402, 2, 13, 35, 100, 0, 0], [1402, 4, 0, 47, 100, 0, 0], [1402, 5, 0, 47, 100, 0, 0], [1402, 7, 2, 43, 100, 0, 0], [1402, 10, 1, 44, 100, 0, 0], [1402, 15, 3, 56, 100, 0, 0], [1403, 3, 13, 35, 100, 0, 0], [1403, 4, 0, 47, 100, 0, 0], [1403, 5, 0, 47, 100, 0, 0], [1404, 2, 13, 37, 100, 0, 0], [1404, 4, 0, 47, 100, 0, 0], [1404, 5, 0, 47, 100, 0, 0], [1404, 8, 3, 40, 100, 0, 0], [1404, 10, 1, 40, 100, 0, 0], [1404, 15, 3, 56, 100, 0, 0], [1405, 3, 13, 37, 100, 0, 0], [1405, 10, 1, 40, 100, 0, 0], [1406, 4, 0, 49, 100, 0, 0], [1406, 5, 0, 49, 100, 0, 0], [1406, 15, 4, 56, 100, 0, 0], [1408, 0, 12, 33, 100, 0, 0], [1408, 1, 13, 33, 100, 0, 0], [1409, 3, 13, 33, 100, 0, 0], [1410, 2, 13, 39, 100, 0, 0], [1411, 3, 13, 39, 100, 0, 0], [1412, 2, 13, 40, 100, 0, 0], [1413, 3, 13, 40, 100, 0, 0], [1414, 2, 13, 47, 100, 0, 0], [1415, 3, 13, 47, 100, 0, 0], [1420, 2, 13, 40, 100, 0, 0], [1421, 3, 13, 40, 100, 0, 0], [1424, 0, 12, 35, 100, 0, 0], [1424, 1, 13, 35, 100, 0, 0], [1425, 3, 13, 35, 100, 0, 0], [1428, 2, 13, 39, 100, 0, 0], [1429, 3, 13, 39, 100, 0, 0], [1430, 2, 13, 40, 100, 0, 0], [1431, 3, 13, 40, 100, 0, 0], [1436, 2, 13, 35, 100, 0, 0], [1437, 3, 13, 35, 100, 0, 0], [1440, 0, 12, 37, 100, 0, 0], [1440, 1, 13, 37, 100, 0, 0], [1441, 3, 13, 37, 100, 0, 0], [1442, 2, 13, 39, 100, 0, 0], [1443, 3, 13, 39, 100, 0, 0], [1444, 2, 13, 40, 100, 0, 0], [1445, 3, 13, 40, 100, 0, 0], [1446, 2, 13, 47, 100, 0, 0], [1447, 3, 13, 47, 100, 0, 0], [1452, 2, 13, 40, 100, 0, 0], [1453, 3, 13, 40, 100, 0, 0], [1456, 0, 12, 32, 100, 0, 0], [1456, 1, 13, 32, 100, 0, 0], [1457, 3, 13, 32, 100, 0, 0], [1460, 2, 13, 39, 100, 0, 0], [1461, 3, 13, 39, 100, 0, 0], [1462, 2, 13, 40, 100, 0, 0], [1462, 4, 0, 40, 100, 0, 0], [1462, 6, 6, 40, 100, 0, 0], [1463, 3, 13, 40, 100, 0, 0], [1463, 4, 0, 40, 100, 0, 0], [1463, 6, 6, 40, 100, 0, 0], [1464, 4, 0, 40, 100, 0, 0], [1464, 6, 6, 40, 100, 0, 0], [1465, 4, 0, 40, 100, 0, 0], [1465, 6, 6, 40, 100, 0, 0], [1466, 4, 0, 42, 100, 0, 0], [1466, 6, 6, 42, 100, 0, 0], [1467, 4, 0, 42, 100, 0, 0], [1467, 6, 6, 42, 100, 0, 0], [1468, 2, 13, 35, 100, 0, 0], [1468, 4, 0, 40, 100, 0, 0], [1468, 6, 6, 40, 100, 0, 0], [1469, 3, 13, 35, 100, 0, 0], [1469, 4, 0, 40, 100, 0, 0], [1469, 6, 6, 40, 100, 0, 0], [1470, 2, 13, 37, 100, 0, 0], [1470, 4, 0, 47, 100, 0, 0], [1470, 6, 6, 47, 100, 0, 0], [1471, 3, 13, 37, 100, 0, 0], [1471, 4, 0, 47, 100, 0, 0], [1471, 6, 6, 47, 100, 0, 0], [1472, 0, 12, 33, 100, 0, 0], [1472, 1, 13, 33, 100, 0, 0], [1473, 3, 13, 33, 100, 0, 0], [1474, 2, 13, 39, 100, 0, 0], [1475, 3, 13, 39, 100, 0, 0], [1476, 2, 13, 40, 100, 0, 0], [1477, 3, 13, 40, 100, 0, 0], [1478, 2, 13, 47, 100, 0, 0], [1479, 3, 13, 47, 100, 0, 0], [1484, 2, 13, 40, 100, 0, 0], [1485, 3, 13, 40, 100, 0, 0], [1488, 0, 12, 35, 100, 0, 0], [1488, 1, 13, 35, 100, 0, 0], [1489, 3, 13, 35, 100, 0, 0], [1492, 2, 13, 39, 100, 0, 0], [1493, 3, 13, 39, 100, 0, 0], [1494, 2, 13, 40, 100, 0, 0], [1495, 3, 13, 40, 100, 0, 0], [1500, 2, 13, 35, 100, 0, 0], [1501, 3, 13, 35, 100, 0, 0], [1502, 4, 0, 40, 100, 0, 0], [1502, 6, 6, 40, 100, 0, 0], [1504, 0, 12, 37, 100, 0, 0], [1504, 1, 13, 37, 100, 0, 0], [1504, 4, 0, 39, 100, 0, 0], [1504, 6, 6, 39, 100, 0, 0], [1505, 3, 13, 37, 100, 0, 0], [1506, 2, 13, 39, 100, 0, 0], [1506, 4, 0, 40, 100, 0, 0], [1506, 6, 6, 40, 100, 0, 0], [1507, 3, 13, 39, 100, 0, 0], [1508, 2, 13, 40, 100, 0, 0], [1508, 4, 0, 40, 100, 0, 0], [1508, 6, 6, 40, 100, 0, 0], [1509, 3, 13, 40, 100, 0, 0], [1510, 2, 13, 47, 100, 0, 0], [1510, 4, 0, 47, 100, 0, 0], [1510, 6, 6, 47, 100, 0, 0], [1511, 3, 13, 47, 100, 0, 0], [1516, 2, 13, 40, 100, 0, 0], [1516, 4, 0, 42, 100, 0, 0], [1516, 6, 6, 42, 100, 0, 0], [1517, 3, 13, 40, 100, 0, 0], [1518, 4, 0, 44, 100, 0, 0], [1518, 6, 6, 44, 100, 0, 0], [1520, 0, 12, 32, 100, 0, 0], [1520, 1, 13, 32, 100, 0, 0], [1520, 4, 0, 44, 100, 0, 0], [1520, 6, 6, 44, 100, 0, 0], [1521, 3, 13, 32, 100, 0, 0], [1522, 4, 0, 51, 100, 0, 0], [1522, 6, 6, 51, 100, 0, 0], [1524, 2, 13, 39, 100, 0, 0], [1525, 3, 13, 39, 100, 0, 0], [1526, 2, 13, 40, 100, 0, 0], [1527, 3, 13, 40, 100, 0, 0], [1528, 2, 13, 39, 100, 0, 0], [1528, 4, 0, 47, 100, 0, 0], [1528, 6, 6, 47, 100, 0, 0], [1529, 3, 13, 39, 100, 0, 0], [1529, 4, 0, 47, 100, 0, 0], [1529, 6, 6, 47, 100, 0, 0], [1530, 2, 13, 35, 100, 0, 0], [1530, 4, 0, 47, 100, 0, 0], [1530, 6, 6, 47, 100, 0, 0], [1531, 3, 13, 35, 100, 0, 0], [1531, 4, 0, 47, 100, 0, 0], [1531, 6, 6, 47, 100, 0, 0], [1532, 2, 13, 37, 100, 0, 0], [1532, 4, 0, 47, 100, 0, 0], [1532, 6, 6, 47, 100, 0, 0], [1533, 3, 13, 37, 100, 0, 0], [1534, 4, 0, 49, 100, 0, 0], [1534, 6, 6, 49, 100, 0, 0]]"#;
    const DATASET: &str = r#"[[0, 201108], [0, 217492], [1, 217492], [2, 218092], [3, 218092], [4, 218192], [5, 218192], [6, 218892], [7, 218892], [12, 218192], [13, 218192], [16, 201308], [16, 217692], [17, 217692], [20, 218092], [21, 218092], [22, 218192], [23, 218192], [28, 217692], [29, 217692], [32, 201508], [32, 217892], [33, 217892], [34, 218092], [35, 218092], [36, 218192], [37, 218192], [38, 218892], [39, 218892], [44, 218192], [45, 218192], [48, 201008], [48, 217392], [49, 217392], [52, 218092], [53, 218092], [54, 218192], [55, 218192], [60, 217692], [61, 217692], [62, 217892], [63, 217892], [64, 201108], [64, 217492], [65, 217492], [66, 218092], [67, 218092], [68, 218192], [69, 218192], [70, 218892], [71, 218892], [76, 218192], [77, 218192], [80, 201308], [80, 217692], [81, 217692], [84, 218092], [85, 218092], [86, 218192], [87, 218192], [92, 217692], [93, 217692], [96, 201508], [96, 217892], [97, 217892], [98, 218092], [99, 218092], [100, 218192], [101, 218192], [102, 218892], [103, 218892], [108, 218192], [109, 218192], [112, 201008], [112, 217392], [113, 217392], [116, 218092], [117, 218092], [118, 218192], [119, 218192], [120, 218092], [121, 218092], [122, 217692], [123, 217692], [124, 217892], [125, 217892], [128, 201108], [128, 217492], [128, 5100], [128, 5100], [129, 217492], [130, 218092], [130, 5200], [130, 5200], [131, 218092], [132, 218192], [132, 5200], [132, 5200], [133, 218192], [134, 218892], [134, 5900], [134, 5900], [135, 218892], [140, 218192], [140, 5200], [140, 5200], [141, 218192], [142, 5200], [142, 5200], [144, 201308], [144, 217692], [144, 5100], [144, 5100], [145, 217692], [146, 5100], [146, 5100], [148, 218092], [148, 5100], [148, 5100], [149, 218092], [150, 218192], [150, 5100], [150, 5100], [151, 218192], [152, 5100], [152, 5100], [154, 5200], [154, 5200], [156, 217692], [156, 5200], [156, 5200], [157, 217692], [158, 5200], [158, 5200], [160, 201508], [160, 217892], [160, 5100], [160, 5100], [161, 217892], [162, 218092], [162, 5200], [162, 5200], [163, 218092], [164, 218192], [164, 5200], [164, 5200], [165, 218192], [166, 218892], [166, 5900], [166, 5900], [167, 218892], [172, 218192], [172, 5200], [172, 5200], [173, 218192], [174, 5200], [174, 5200], [176, 201008], [176, 217392], [176, 5100], [176, 5100], [177, 217392], [178, 5100], [178, 5100], [180, 218092], [180, 5100], [180, 5100], [181, 218092], [182, 218192], [182, 5100], [182, 5100], [183, 218192], [184, 5100], [184, 5100], [186, 5200], [186, 5200], [188, 217692], [188, 5200], [188, 5200], [189, 217692], [190, 217892], [191, 217892], [192, 201108], [192, 217492], [192, 5100], [192, 5100], [193, 217492], [194, 218092], [194, 5200], [194, 5200], [195, 218092], [196, 218192], [196, 5200], [196, 5200], [197, 218192], [198, 218892], [198, 5900], [198, 5900], [199, 218892], [204, 218192], [204, 5200], [204, 5200], [205, 218192], [206, 5100], [206, 5100], [208, 201308], [208, 217692], [208, 5100], [208, 5100], [209, 217692], [210, 5100], [210, 5100], [212, 218092], [212, 5100], [212, 5100], [213, 218092], [214, 218192], [214, 5100], [214, 5100], [215, 218192], [216, 5100], [216, 5100], [218, 5200], [218, 5200], [220, 217692], [220, 5200], [220, 5200], [221, 217692], [222, 5200], [222, 5200], [224, 201508], [224, 217892], [224, 5100], [224, 5100], [225, 217892], [226, 218092], [226, 5200], [226, 5200], [227, 218092], [228, 218192], [228, 5200], [228, 5200], [229, 218192], [230, 218892], [230, 5900], [230, 5900], [231, 5900], [231, 5900], [236, 5400], [236, 5400], [238, 5600], [238, 5600], [240, 5600], [240, 5600], [242, 6300], [242, 6300], [243, 6300], [243, 6300], [248, 5900], [248, 5900], [248, 103904], [249, 5900], [249, 5900], [249, 103904], [250, 5900], [250, 5900], [250, 103904], [251, 5900], [251, 5900], [251, 103904], [252, 5900], [252, 5900], [252, 103904], [254, 6100], [254, 6100], [254, 104204], [256, 201108], [256, 217492], [256, 38268], [256, 20884], [257, 217492], [257, 20884], [258, 218092], [258, 4900], [258, 4900], 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5200], [1200, 5100], [1200, 5100], [1200, 105404], [1201, 105404], [1202, 5100], [1202, 5100], [1202, 105404], [1203, 105404], [1204, 5100], [1204, 5100], [1204, 105404], [1205, 105404], [1206, 5100], [1206, 5100], [1206, 105404], [1207, 105404], [1208, 5100], [1208, 5100], [1208, 105204], [1208, 38268], [1208, 38268], [1208, 20784], [1208, 217392], [1208, 217392], [1209, 105204], [1209, 20784], [1209, 217392], [1209, 217392], [1210, 5200], [1210, 5200], [1210, 105104], [1210, 20784], [1210, 217392], [1210, 217392], [1211, 105104], [1211, 20784], [1211, 217392], [1211, 217392], [1212, 5200], [1212, 5200], [1212, 20784], [1212, 217392], [1212, 217392], [1213, 20784], [1213, 217392], [1213, 217392], [1214, 20784], [1214, 217392], [1214, 217392], [1215, 20784], [1215, 217392], [1215, 217392], [1216, 201108], [1216, 217492], [1216, 5100], [1216, 5100], [1216, 38268], [1216, 38268], [1216, 20884], [1216, 219092], [1216, 217492], [1217, 217492], [1217, 20884], [1217, 219092], [1217, 217492], [1218, 218092], [1218, 5200], [1218, 5200], [1218, 20884], [1218, 219092], [1218, 217492], [1219, 218092], [1219, 20884], [1219, 219092], [1219, 217492], [1220, 218192], [1220, 5200], [1220, 5200], [1220, 20884], [1220, 219092], [1220, 217492], [1221, 218192], [1221, 20884], [1221, 219092], [1221, 217492], [1222, 218892], [1222, 5900], [1222, 5900], [1222, 20884], [1222, 219092], [1222, 217492], [1223, 218892], [1223, 20884], [1223, 219092], [1223, 217492], [1228, 218192], [1228, 5200], [1228, 5200], [1229, 218192], [1230, 5200], [1230, 5200], [1232, 201308], [1232, 217692], [1232, 5100], [1232, 5100], [1232, 38268], [1232, 38268], [1232, 21084], [1232, 219292], [1232, 217692], [1232, 201308], [1232, 217692], [1233, 217692], [1233, 21084], [1233, 219292], [1233, 217692], [1233, 217692], [1234, 5100], [1234, 5100], [1234, 21084], [1234, 219292], [1234, 217692], [1235, 21084], [1235, 219292], [1235, 217692], [1236, 218092], [1236, 5100], [1236, 5100], [1236, 21084], [1236, 219292], [1236, 217692], [1236, 218092], [1237, 218092], [1237, 21084], [1237, 219292], [1237, 217692], [1237, 218092], [1238, 218192], [1238, 5100], [1238, 5100], [1238, 21084], [1238, 219292], [1238, 217692], [1238, 218192], [1239, 218192], [1239, 21084], [1239, 219292], [1239, 217692], [1239, 218192], [1240, 5100], [1240, 5100], [1240, 38268], [1240, 38268], [1240, 21084], [1240, 219292], [1240, 217692], [1241, 21084], [1241, 219292], [1241, 217692], [1242, 5200], [1242, 5200], [1242, 21084], [1242, 219292], [1242, 217692], [1243, 21084], [1243, 219292], [1243, 217692], [1244, 217692], [1244, 5200], [1244, 5200], [1244, 21084], [1244, 219292], [1244, 217692], [1244, 217692], [1245, 217692], [1245, 21084], [1245, 219292], [1245, 217692], [1245, 217692], [1246, 5200], [1246, 5200], [1246, 21084], [1246, 219292], [1246, 217692], [1247, 21084], [1247, 219292], [1247, 217692], [1248, 201508], [1248, 217892], [1248, 5100], [1248, 5100], [1248, 38268], [1248, 38268], [1248, 21284], [1248, 219092], [1248, 217892], [1248, 201508], [1248, 217892], [1249, 217892], [1249, 21284], [1249, 219092], [1249, 217892], [1249, 217892], [1250, 218092], [1250, 5200], [1250, 5200], [1250, 21284], [1250, 219092], [1250, 217892], [1250, 218092], [1251, 218092], [1251, 21284], [1251, 219092], [1251, 217892], [1251, 218092], [1252, 218192], [1252, 5200], [1252, 5200], [1252, 21284], [1252, 219092], [1252, 217892], [1252, 218192], [1253, 218192], [1253, 21284], [1253, 219092], [1253, 217892], [1253, 218192], [1254, 218892], [1254, 5900], [1254, 5900], [1254, 21284], [1254, 219092], [1254, 217892], [1254, 218892], [1255, 218892], [1255, 21284], [1255, 219092], [1255, 217892], [1255, 218892], [1256, 21284], [1257, 21284], [1258, 21284], [1259, 21284], [1260, 218192], [1260, 5400], [1260, 5400], [1260, 21284], [1260, 218192], [1261, 218192], [1261, 21284], [1261, 218192], [1262, 5600], [1262, 5600], [1262, 21284], [1263, 21284], [1264, 5600], [1264, 5600], [1266, 6300], [1266, 6300], [1272, 5900], [1272, 5900], [1272, 38268], [1272, 38868], [1273, 5900], [1273, 5900], [1274, 5900], [1274, 5900], [1274, 38268], [1274, 38668], [1275, 5900], [1275, 5900], [1276, 5900], [1276, 5900], [1276, 38268], [1276, 38468], [1278, 6100], [1278, 6100], [1278, 38268], [1278, 38268], [1280, 201108], [1280, 217492], [1280, 5100], [1280, 5100], [1280, 38268], [1280, 20884], [1280, 120288], [1280, 136672], [1280, 55952], [1281, 217492], [1281, 20884], [1282, 218092], [1282, 5200], [1282, 5200], [1282, 20884], [1282, 55952], [1283, 218092], [1284, 218192], [1284, 5200], [1284, 5200], [1284, 54352], [1284, 136272], [1284, 55952], [1285, 218192], [1286, 218892], [1286, 5900], [1286, 5900], [1286, 20884], [1286, 119888], [1286, 72336], [1287, 218892], [1287, 20884], [1288, 38268], [1288, 20884], [1288, 55952], [1290, 55952], [1292, 218192], [1292, 5200], [1292, 5200], [1292, 54352], [1292, 55952], [1293, 218192], [1294, 5200], [1294, 5200], [1294, 72336], [1296, 201308], [1296, 217692], [1296, 5100], [1296, 5100], [1296, 38268], [1296, 21084], [1296, 120088], [1296, 136472], [1296, 55952], [1297, 217692], [1297, 21084], [1298, 5100], [1298, 5100], [1298, 21084], [1298, 55952], [1300, 218092], [1300, 5100], [1300, 5100], [1300, 54352], [1300, 55952], [1301, 218092], [1302, 218192], [1302, 5100], [1302, 5100], [1302, 21084], [1302, 72336], [1303, 218192], [1303, 21084], [1304, 5100], [1304, 5100], [1304, 38268], [1304, 21084], [1304, 55952], [1306, 5200], [1306, 5200], [1306, 55952], [1308, 217692], [1308, 5200], [1308, 5200], [1308, 54352], [1308, 21084], [1308, 55952], [1309, 217692], [1309, 21084], [1310, 5200], [1310, 5200], [1310, 21184], [1310, 72336], [1311, 21184], [1312, 201508], [1312, 217892], [1312, 5100], [1312, 5100], [1312, 38268], [1312, 21284], [1312, 120288], [1312, 136672], [1312, 55952], [1313, 217892], [1313, 21284], [1314, 218092], [1314, 5200], [1314, 5200], [1314, 21284], [1314, 55952], [1315, 218092], [1316, 218192], [1316, 5200], [1316, 5200], [1316, 54352], [1316, 136272], [1316, 55952], [1317, 218192], [1318, 218892], [1318, 5900], [1318, 5900], [1318, 21284], [1318, 119888], [1318, 72336], [1319, 218892], [1319, 21284], [1320, 38268], [1320, 21284], [1320, 55952], [1322, 55952], [1324, 218192], [1324, 5200], [1324, 5200], [1324, 104704], [1324, 54352], [1324, 55952], [1325, 218192], [1326, 5200], [1326, 5200], [1326, 104904], [1326, 72336], [1328, 201008], [1328, 217392], [1328, 5100], [1328, 5100], [1328, 104904], [1328, 38268], [1328, 20784], [1328, 119788], [1328, 136172], [1328, 136472], [1328, 135772], [1328, 55952], [1329, 217392], [1329, 20784], [1330, 5100], [1330, 5100], [1330, 104904], [1330, 20784], [1330, 55952], [1332, 218092], [1332, 5100], [1332, 5100], [1332, 104904], [1332, 54352], [1332, 55952], [1333, 218092], [1334, 218192], [1334, 5100], [1334, 5100], [1334, 104904], [1334, 20784], [1334, 72336], [1335, 218192], [1335, 20784], [1336, 5100], [1336, 5100], [1336, 105204], [1336, 38268], [1336, 20784], [1336, 55952], [1338, 5200], [1338, 5200], [1338, 105104], [1338, 38268], [1338, 55952], [1340, 217692], [1340, 5200], [1340, 5200], [1340, 104904], [1340, 54352], [1340, 55952], [1341, 217692], [1342, 217892], [1342, 104704], [1342, 72336], [1343, 217892], [1344, 201108], [1344, 217492], [1344, 5100], [1344, 5100], [1344, 38268], [1344, 20884], [1344, 120288], [1344, 136672], [1344, 55952], [1345, 217492], [1345, 20884], [1346, 218092], [1346, 5200], [1346, 5200], [1346, 20884], [1346, 55952], [1347, 218092], [1348, 218192], [1348, 5200], [1348, 5200], [1348, 54352], [1348, 136272], [1348, 55952], [1349, 218192], [1350, 218892], [1350, 5900], [1350, 5900], [1350, 20884], [1350, 119888], [1350, 72336], [1351, 218892], [1351, 20884], [1352, 38268], [1352, 20884], [1352, 55952], [1354, 55952], [1356, 218192], [1356, 5200], [1356, 5200], [1356, 54352], [1356, 55952], [1357, 218192], [1358, 5200], [1358, 5200], [1358, 72336], [1360, 201308], [1360, 217692], [1360, 5100], [1360, 5100], [1360, 38268], [1360, 21084], [1360, 120088], [1360, 136472], [1360, 55952], [1361, 217692], [1361, 21084], [1362, 5100], [1362, 5100], [1362, 21084], [1362, 55952], [1364, 218092], [1364, 5100], [1364, 5100], [1364, 54352], [1364, 55952], [1365, 218092], [1366, 218192], [1366, 5100], [1366, 5100], [1366, 21084], [1366, 72336], [1367, 218192], [1367, 21084], [1368, 5100], [1368, 5100], [1368, 38268], [1368, 21084], [1368, 55952], [1370, 5200], [1370, 5200], [1370, 55952], [1372, 217692], [1372, 5200], [1372, 5200], [1372, 54352], [1372, 21084], [1372, 55952], [1373, 217692], [1373, 21084], [1374, 5200], [1374, 5200], [1374, 21184], [1374, 72336], [1375, 21184], [1376, 201508], [1376, 217892], [1376, 5100], [1376, 5100], [1376, 38268], [1376, 21284], [1376, 120288], [1376, 136672], [1376, 55952], [1377, 217892], [1377, 21284], [1378, 218092], [1378, 5200], [1378, 5200], [1378, 21284], [1378, 55952], [1379, 218092], [1380, 218192], [1380, 5200], [1380, 5200], [1380, 54352], [1380, 136272], [1380, 55952], [1381, 218192], [1382, 218892], [1382, 5900], [1382, 5900], [1382, 21284], [1382, 119888], [1382, 72336], [1383, 218892], [1383, 21284], [1384, 38268], [1384, 21284], [1384, 55952], [1386, 55952], [1388, 218192], [1388, 5400], [1388, 5400], [1388, 54352], [1388, 55952], [1389, 218192], [1390, 5600], [1390, 5600], [1390, 72336], [1392, 201008], [1392, 217392], [1392, 5600], [1392, 5600], [1392, 38268], [1392, 20784], [1392, 119788], [1392, 136172], [1392, 136472], [1392, 135772], [1392, 55952], [1393, 217392], [1393, 20784], [1394, 6300], [1394, 6300], [1394, 20784], [1394, 55952], [1396, 218092], [1396, 54352], [1396, 55952], [1397, 218092], [1398, 218192], [1398, 20784], [1398, 72336], [1399, 218192], [1399, 20784], [1400, 218092], [1400, 5900], [1400, 5900], [1400, 38268], [1400, 20784], [1400, 55952], [1401, 218092], [1401, 5900], [1401, 5900], [1401, 21984], [1402, 217692], [1402, 5900], [1402, 5900], [1402, 38268], [1402, 21984], [1402, 55952], [1403, 217692], [1403, 5900], [1403, 5900], [1404, 217892], [1404, 5900], [1404, 5900], [1404, 54352], [1404, 21584], [1404, 55952], [1405, 217892], [1405, 21584], [1406, 6100], [1406, 6100], [1406, 72336], [1408, 201108], [1408, 217492], [1409, 217492], [1410, 218092], [1411, 218092], [1412, 218192], [1413, 218192], [1414, 218892], [1415, 218892], [1420, 218192], [1421, 218192], [1424, 201308], [1424, 217692], [1425, 217692], [1428, 218092], [1429, 218092], [1430, 218192], [1431, 218192], [1436, 217692], [1437, 217692], [1440, 201508], [1440, 217892], [1441, 217892], [1442, 218092], [1443, 218092], [1444, 218192], [1445, 218192], [1446, 218892], [1447, 218892], [1452, 218192], [1453, 218192], [1456, 201008], [1456, 217392], [1457, 217392], [1460, 218092], [1461, 218092], [1462, 218192], [1462, 5200], [1462, 103504], [1463, 218192], [1463, 5200], [1463, 103504], [1464, 5200], [1464, 103504], [1465, 5200], [1465, 103504], [1466, 5400], [1466, 103704], [1467, 5400], [1467, 103704], [1468, 217692], [1468, 5200], [1468, 103504], [1469, 217692], [1469, 5200], [1469, 103504], [1470, 217892], [1470, 5900], [1470, 104204], [1471, 217892], [1471, 5900], [1471, 104204], [1472, 201108], [1472, 217492], [1473, 217492], [1474, 218092], [1475, 218092], [1476, 218192], [1477, 218192], [1478, 218892], [1479, 218892], [1484, 218192], [1485, 218192], [1488, 201308], [1488, 217692], [1489, 217692], [1492, 218092], [1493, 218092], [1494, 218192], [1495, 218192], [1500, 217692], [1501, 217692], [1502, 5200], [1502, 103504], [1504, 201508], [1504, 217892], [1504, 5100], [1504, 103404], [1505, 217892], [1506, 218092], [1506, 5200], [1506, 103504], [1507, 218092], [1508, 218192], [1508, 5200], [1508, 103504], [1509, 218192], [1510, 218892], [1510, 5900], [1510, 104204], [1511, 218892], [1516, 218192], [1516, 5400], [1516, 103704], [1517, 218192], [1518, 5600], [1518, 103904], [1520, 201008], [1520, 217392], [1520, 5600], [1520, 103904], [1521, 217392], [1522, 6300], [1522, 104604], [1524, 218092], [1525, 218092], [1526, 218192], [1527, 218192], [1528, 218092], [1528, 5900], [1528, 104204], [1529, 218092], [1529, 5900], [1529, 104204], [1530, 217692], [1530, 5900], [1530, 104204], [1531, 217692], [1531, 5900], [1531, 104204], [1532, 217892], [1532, 5900], [1532, 104204], [1533, 217892], [1534, 6100], [1534, 104404]]"#;

    fn load_test_data() -> (Vec<(usize, usize, usize, usize, usize, i64, i64)>, Vec<(u32, u32)>) {
        let parsed_notes: Vec<[i64; 7]> = serde_json::from_str(NOTES).unwrap();
        let parsed_dataset: Vec<[u32; 2]> = serde_json::from_str(DATASET).unwrap();
        (
            parsed_notes
                .into_iter()
                .map(|[a, b, c, d, e, f, g]| (a as usize, b as usize, c as usize, d as usize, e as usize, f as i64, g as i64))
                .collect(), 
            parsed_dataset.into_iter().map(|[a, b]| (a, b)).collect()
        )
    }
    
    fn overall_coverage(tecs: Vec<TranslationalEquivalence>) -> HashSet<(u32, u32)> {
        let mut all_points = HashSet::new();
        for tec in tecs {
            all_points.extend(tec.coverage());
        }
        all_points
    }

    #[test]
    fn test_recursive_cosiatec_compress() {
        let (mut notes, data) = load_test_data();
        let (points, mapping) = notes_to_points(&notes);
        assert_eq!(points, data);

        let tecs = recursive_cosiatec_compress(&data, true, 2);
        assert!(compression_stats(&tecs, &data).2 > 1.0);

        let rebuilt = points_to_notes(&tecs, &mapping);
        notes.sort();
        assert_eq!(rebuilt, notes);

        let dataset: HashSet<_> = data.into_iter().collect();
        let coverage: HashSet<_> = overall_coverage(tecs);
        assert_eq!(dataset, coverage);
    }

    #[test]
    fn test_cosiatec_compress() {
        let (mut notes, data) = load_test_data();
        let (points, mapping) = notes_to_points(&notes);
        assert_eq!(points, data);

        let tecs = cosiatec_compress(&data, true);
        assert!(compression_stats(&tecs, &data).2 > 1.0);

        let rebuilt = points_to_notes(&tecs, &mapping);
        notes.sort();
        assert_eq!(rebuilt, notes);

        let dataset: HashSet<_> = data.into_iter().collect();
        let coverage: HashSet<_> = overall_coverage(tecs);
        assert_eq!(dataset, coverage);
    }
}