starfield 0.12.4

Astronomical data reduction toolkit with star catalogs, coordinate systems, and star finding algorithms (inspired by skyfield)
Documentation
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
606
607
608
609
610
611
612
613
614
615
616
617
618
619
620
621
622
623
624
625
626
627
628
629
630
631
632
633
634
635
636
637
638
639
640
641
642
643
644
645
646
647
648
649
650
651
652
653
654
655
656
657
658
659
660
661
662
663
664
665
666
667
668
669
670
671
672
673
674
675
676
677
678
679
680
681
682
683
684
685
686
687
688
689
690
691
692
693
694
695
696
697
698
699
700
701
702
703
704
705
706
707
708
709
710
711
712
713
714
715
716
717
718
719
720
721
722
723
724
725
726
727
728
729
730
731
732
733
734
735
736
737
738
739
740
741
742
743
744
745
746
747
748
749
750
751
752
753
754
755
756
757
758
759
760
761
762
763
764
765
766
767
768
769
770
771
772
773
774
775
776
777
778
779
780
781
782
783
784
785
786
787
788
789
790
791
792
793
794
795
796
797
798
799
800
801
802
803
804
805
806
use super::frame_rotations;
use crate::coordinates::cartesian::Cartesian3;
use nalgebra::Matrix3;
use once_cell::sync::Lazy;

// Static transformation matrices

// These should be the transformation matrices FROM equatorial TO the other system
static EQ_TO_EC: Lazy<Matrix3<f64>> =
    Lazy::new(|| *frame_rotations::INERTIAL_FRAMES.get("ECLIPJ2000").unwrap());

static EC_TO_EQ: Lazy<Matrix3<f64>> = Lazy::new(|| {
    frame_rotations::INERTIAL_FRAMES
        .get("ECLIPJ2000")
        .unwrap()
        .try_inverse()
        .unwrap()
});

static EQ_TO_GAL: Lazy<Matrix3<f64>> =
    Lazy::new(|| *frame_rotations::INERTIAL_FRAMES.get("GALACTIC").unwrap());

static GAL_TO_EQ: Lazy<Matrix3<f64>> = Lazy::new(|| {
    frame_rotations::INERTIAL_FRAMES
        .get("GALACTIC")
        .unwrap()
        .try_inverse()
        .unwrap()
});

// Marker trait for inertial coordinate systems
pub trait InertialFrame: Sized {
    fn to_cartesian(&self) -> Cartesian3;
    fn from_cartesian(cart: Cartesian3) -> Self;

    fn angle_between(&self, other: &Self) -> f64 {
        let cart1 = self.to_cartesian();
        let cart2 = other.to_cartesian();

        let dot_product = cart1.dot(&cart2);
        let magnitude1 = cart1.magnitude();
        let magnitude2 = cart2.magnitude();

        let cos_angle = dot_product / (magnitude1 * magnitude2);

        // Handle numerical precision issues
        if cos_angle >= 1.0 {
            0.0
        } else if cos_angle <= -1.0 {
            std::f64::consts::PI
        } else {
            cos_angle.acos()
        }
    }
}

// Equatorial coordinates (RA/Dec)
#[derive(Debug, Clone, Copy, PartialEq, serde::Serialize, serde::Deserialize)]
pub struct Equatorial {
    pub ra: f64,  // Right ascension in radians
    pub dec: f64, // Declination in radians
}

impl Equatorial {
    pub fn new(ra: f64, dec: f64) -> Self {
        let normalized_ra = ra.rem_euclid(2.0 * std::f64::consts::PI);
        Equatorial {
            ra: normalized_ra,
            dec,
        }
    }

    /// Create a new Equatorial coordinate with values in degrees
    pub fn from_degrees(ra_deg: f64, dec_deg: f64) -> Self {
        Self::new(
            ra_deg * std::f64::consts::PI / 180.0,
            dec_deg * std::f64::consts::PI / 180.0,
        )
    }

    /// Get right ascension in degrees
    pub fn ra_degrees(&self) -> f64 {
        self.ra * 180.0 / std::f64::consts::PI
    }

    /// Get declination in degrees
    pub fn dec_degrees(&self) -> f64 {
        self.dec * 180.0 / std::f64::consts::PI
    }

    /// Calculate angular distance to another Equatorial coordinate in radians
    pub fn angular_distance(&self, other: &Equatorial) -> f64 {
        self.angle_between(other)
    }
}

impl From<[f64; 2]> for Equatorial {
    fn from(arr: [f64; 2]) -> Self {
        Equatorial::new(arr[0], arr[1])
    }
}

impl From<Equatorial> for [f64; 2] {
    fn from(eq: Equatorial) -> Self {
        [eq.ra, eq.dec]
    }
}

// Ecliptic coordinates
#[derive(Debug, Clone, Copy)]
pub struct Ecliptic {
    pub lon: f64, // Ecliptic longitude in radians
    pub lat: f64, // Ecliptic latitude in radians
}

// Galactic coordinates
#[derive(Debug, Clone, Copy)]
pub struct Galactic {
    pub lon: f64, // Galactic longitude in radians
    pub lat: f64, // Galactic latitude in radians
}

impl InertialFrame for Equatorial {
    fn to_cartesian(&self) -> Cartesian3 {
        let cos_dec = self.dec.cos();
        Cartesian3::new(
            cos_dec * self.ra.cos(),
            cos_dec * self.ra.sin(),
            self.dec.sin(),
        )
    }

    fn from_cartesian(cart: Cartesian3) -> Self {
        let r_xy = (cart.x * cart.x + cart.y * cart.y).sqrt();
        Equatorial::new(cart.y.atan2(cart.x), cart.z.atan2(r_xy))
    }
}

// Conversions FROM Equatorial
impl From<Equatorial> for Ecliptic {
    fn from(val: Equatorial) -> Self {
        // Convert equatorial cartesian to ecliptic cartesian
        let eq_cart = val.to_cartesian();
        let ec_cart = *EQ_TO_EC * eq_cart.to_vector3();
        Ecliptic::from_cartesian(Cartesian3::from_vector3(ec_cart))
    }
}

impl From<Equatorial> for Galactic {
    fn from(val: Equatorial) -> Self {
        // Convert equatorial cartesian to galactic cartesian
        let eq_cart = val.to_cartesian();
        let gal_cart = *EQ_TO_GAL * eq_cart.to_vector3();
        Galactic::from_cartesian(Cartesian3::from_vector3(gal_cart))
    }
}

impl InertialFrame for Ecliptic {
    fn to_cartesian(&self) -> Cartesian3 {
        let cos_lat = self.lat.cos();
        Cartesian3::new(
            cos_lat * self.lon.cos(),
            cos_lat * self.lon.sin(),
            self.lat.sin(),
        )
    }

    fn from_cartesian(cart: Cartesian3) -> Self {
        let r_xy = (cart.x * cart.x + cart.y * cart.y).sqrt();
        Ecliptic {
            lon: cart.y.atan2(cart.x),
            lat: cart.z.atan2(r_xy),
        }
    }
}

// Conversions FROM Ecliptic
impl From<Ecliptic> for Equatorial {
    fn from(val: Ecliptic) -> Self {
        // Convert ecliptic cartesian to equatorial cartesian
        let ec_cart = val.to_cartesian();
        let eq_cart = *EC_TO_EQ * ec_cart.to_vector3();
        Equatorial::from_cartesian(Cartesian3::from_vector3(eq_cart))
    }
}

impl From<Ecliptic> for Galactic {
    fn from(val: Ecliptic) -> Self {
        // First convert to equatorial, then to galactic
        let equatorial: Equatorial = val.into();
        equatorial.into()
    }
}

impl InertialFrame for Galactic {
    fn to_cartesian(&self) -> Cartesian3 {
        let cos_lat = self.lat.cos();
        Cartesian3::new(
            cos_lat * self.lon.cos(),
            cos_lat * self.lon.sin(),
            self.lat.sin(),
        )
    }

    fn from_cartesian(cart: Cartesian3) -> Self {
        let r_xy = (cart.x * cart.x + cart.y * cart.y).sqrt();
        Galactic {
            lon: cart.y.atan2(cart.x),
            lat: cart.z.atan2(r_xy),
        }
    }
}

// Conversions FROM Galactic
impl From<Galactic> for Equatorial {
    fn from(val: Galactic) -> Self {
        // Convert galactic cartesian to equatorial cartesian
        let gal_cart = val.to_cartesian();
        let eq_cart = *GAL_TO_EQ * gal_cart.to_vector3();
        Equatorial::from_cartesian(Cartesian3::from_vector3(eq_cart))
    }
}

impl From<Galactic> for Ecliptic {
    fn from(val: Galactic) -> Self {
        // First convert to equatorial, then to ecliptic
        let equatorial: Equatorial = val.into();
        equatorial.into()
    }
}

#[cfg(test)]
mod tests {
    use super::*;
    use approx::assert_relative_eq;
    use nalgebra::Vector3;
    use rand::rngs::StdRng;
    use rand::Rng;
    use rand::SeedableRng;
    use std::f64::consts::PI;

    #[test]
    fn test_equatorial_to_cartesian_roundtrip() {
        let mut rng = StdRng::seed_from_u64(424242); // Use a fixed seed for reproducibility
        for i in 0..100 {
            let original_ra = rng.random::<f64>() * 2.0 * PI;
            // Ensure dec is within -PI/2 to PI/2, avoiding poles where atan2 might be less stable
            // or where small cartesian errors can lead to large angle errors.
            // Let's restrict it slightly away from exact poles for more robust testing of the general case.
            let original_dec = (rng.random::<f64>() * PI - PI / 2.0) * 0.99;

            let equatorial_original = Equatorial {
                ra: original_ra,
                dec: original_dec,
            };

            // Convert to Cartesian
            let cartesian = equatorial_original.to_cartesian();

            // Convert back to Equatorial
            let equatorial_roundtrip = Equatorial::from_cartesian(cartesian);

            println!(
                "Test {}: Original RA: {:.6} rad, Dec: {:.6} rad",
                i, original_ra, original_dec
            );
            println!(
                "           Cartesian X: {:.6}, Y: {:.6}, Z: {:.6}",
                cartesian.x, cartesian.y, cartesian.z
            );
            println!(
                "           Roundtrip RA: {:.6} rad, Dec: {:.6} rad",
                equatorial_roundtrip.ra, equatorial_roundtrip.dec
            );

            // We can compare sin and cos of the angles.
            assert_relative_eq!(
                original_ra.cos(),
                equatorial_roundtrip.ra.cos(),
                epsilon = 1e-9
            );
            assert_relative_eq!(
                original_ra.sin(),
                equatorial_roundtrip.ra.sin(),
                epsilon = 1e-9
            );
            assert_relative_eq!(original_dec, equatorial_roundtrip.dec, epsilon = 1e-9);
        }
    }

    #[test]
    fn test_equatorial_to_cartesian_specific_cases() {
        // Case 1: RA = 0, Dec = 0 (Vernal Equinox direction)
        let eq1 = Equatorial { ra: 0.0, dec: 0.0 };
        let cart1 = eq1.to_cartesian();
        assert_relative_eq!(cart1.x, 1.0, epsilon = 1e-9);
        assert_relative_eq!(cart1.y, 0.0, epsilon = 1e-9);
        assert_relative_eq!(cart1.z, 0.0, epsilon = 1e-9);
        let eq1_rt = Equatorial::from_cartesian(cart1);
        assert_relative_eq!(eq1_rt.ra, 0.0, epsilon = 1e-9);
        assert_relative_eq!(eq1_rt.dec, 0.0, epsilon = 1e-9);

        // Case 2: North Celestial Pole
        let eq2 = Equatorial {
            ra: 0.0,
            dec: PI / 2.0,
        }; // RA can be anything here
        let cart2 = eq2.to_cartesian();
        assert_relative_eq!(cart2.x, 0.0, epsilon = 1e-9);
        assert_relative_eq!(cart2.y, 0.0, epsilon = 1e-9);
        assert_relative_eq!(cart2.z, 1.0, epsilon = 1e-9);
        let eq2_rt = Equatorial::from_cartesian(cart2);
        // RA is ill-defined at poles, atan2(0,0) is often 0.
        // We only care about dec here, or that the resulting cartesian is the same.
        assert_relative_eq!(eq2_rt.dec, PI / 2.0, epsilon = 1e-9);

        // Case 3: South Celestial Pole
        let eq3 = Equatorial {
            ra: 0.0,
            dec: -PI / 2.0,
        };
        let cart3 = eq3.to_cartesian();
        assert_relative_eq!(cart3.x, 0.0, epsilon = 1e-9);
        assert_relative_eq!(cart3.y, 0.0, epsilon = 1e-9);
        assert_relative_eq!(cart3.z, -1.0, epsilon = 1e-9);
        let eq3_rt = Equatorial::from_cartesian(cart3);
        assert_relative_eq!(eq3_rt.dec, -PI / 2.0, epsilon = 1e-9);

        // Case 4: RA = 90 deg (PI/2), Dec = 0
        let eq4 = Equatorial {
            ra: PI / 2.0,
            dec: 0.0,
        };
        let cart4 = eq4.to_cartesian();
        assert_relative_eq!(cart4.x, 0.0, epsilon = 1e-9);
        assert_relative_eq!(cart4.y, 1.0, epsilon = 1e-9);
        assert_relative_eq!(cart4.z, 0.0, epsilon = 1e-9);
        let eq4_rt = Equatorial::from_cartesian(cart4);
        assert_relative_eq!(eq4_rt.ra, PI / 2.0, epsilon = 1e-9);
        assert_relative_eq!(eq4_rt.dec, 0.0, epsilon = 1e-9);

        // Case 5: RA = 45 deg (PI/4), Dec = 45 deg (PI/4)
        let eq5 = Equatorial {
            ra: PI / 4.0,
            dec: PI / 4.0,
        };
        let cart5 = eq5.to_cartesian();
        // cos(PI/4) = sin(PI/4) = 1/sqrt(2)
        let val = 1.0 / 2.0_f64.sqrt();
        assert_relative_eq!(cart5.x, val * val, epsilon = 1e-9); // cos(dec)*cos(ra) = (1/sqrt(2))*(1/sqrt(2)) = 1/2
        assert_relative_eq!(cart5.y, val * val, epsilon = 1e-9); // cos(dec)*sin(ra) = (1/sqrt(2))*(1/sqrt(2)) = 1/2
        assert_relative_eq!(cart5.z, val, epsilon = 1e-9); // sin(dec) = 1/sqrt(2)
        let eq5_rt = Equatorial::from_cartesian(cart5);
        assert_relative_eq!(eq5_rt.ra, PI / 4.0, epsilon = 1e-9);
        assert_relative_eq!(eq5_rt.dec, PI / 4.0, epsilon = 1e-9);
    }

    #[test]
    fn test_ecliptic_to_cartesian_roundtrip() {
        let mut rng = StdRng::seed_from_u64(424243); // Use a fixed seed for reproducibility
        for i in 0..100 {
            let original_lon = rng.random::<f64>() * 2.0 * PI;
            // Ensure lat is within -PI/2 to PI/2, avoiding poles.
            let original_lat = (rng.random::<f64>() * PI - PI / 2.0) * 0.99;

            let ecliptic_original = Ecliptic {
                lon: original_lon,
                lat: original_lat,
            };

            // Convert to Cartesian
            let cartesian = ecliptic_original.to_cartesian();

            // Convert back to Ecliptic
            let ecliptic_roundtrip = Ecliptic::from_cartesian(cartesian);

            println!(
                "Test {}: Original Lon: {:.6} rad, Lat: {:.6} rad",
                i, original_lon, original_lat
            );
            println!(
                "           Cartesian X: {:.6}, Y: {:.6}, Z: {:.6}",
                cartesian.x, cartesian.y, cartesian.z
            );
            println!(
                "           Roundtrip Lon: {:.6} rad, Lat: {:.6} rad",
                ecliptic_roundtrip.lon, ecliptic_roundtrip.lat
            );

            // Compare sin and cos of the angles for longitude, and direct value for latitude.
            assert_relative_eq!(
                original_lon.cos(),
                ecliptic_roundtrip.lon.cos(),
                epsilon = 1e-9
            );
            assert_relative_eq!(
                original_lon.sin(),
                ecliptic_roundtrip.lon.sin(),
                epsilon = 1e-9
            );
            assert_relative_eq!(original_lat, ecliptic_roundtrip.lat, epsilon = 1e-9);
        }
    }

    #[test]
    fn test_ecliptic_to_cartesian_specific_cases() {
        // Case 1: Lon = 0, Lat = 0 (Direction of Vernal Equinox in Ecliptic plane)
        let ec1 = Ecliptic { lon: 0.0, lat: 0.0 };
        let cart1 = ec1.to_cartesian();
        assert_relative_eq!(cart1.x, 1.0, epsilon = 1e-9);
        assert_relative_eq!(cart1.y, 0.0, epsilon = 1e-9);
        assert_relative_eq!(cart1.z, 0.0, epsilon = 1e-9);
        let ec1_rt = Ecliptic::from_cartesian(cart1);
        assert_relative_eq!(ec1_rt.lon, 0.0, epsilon = 1e-9);
        assert_relative_eq!(ec1_rt.lat, 0.0, epsilon = 1e-9);

        // Case 2: North Ecliptic Pole
        let ec2 = Ecliptic {
            lon: 0.0,
            lat: PI / 2.0,
        }; // Lon can be anything here
        let cart2 = ec2.to_cartesian();
        assert_relative_eq!(cart2.x, 0.0, epsilon = 1e-9);
        assert_relative_eq!(cart2.y, 0.0, epsilon = 1e-9);
        assert_relative_eq!(cart2.z, 1.0, epsilon = 1e-9);
        let ec2_rt = Ecliptic::from_cartesian(cart2);
        // Lon is ill-defined at poles, atan2(0,0) is often 0.
        // We only care about lat here.
        assert_relative_eq!(ec2_rt.lat, PI / 2.0, epsilon = 1e-9);

        // Case 3: South Ecliptic Pole
        let ec3 = Ecliptic {
            lon: 0.0,
            lat: -PI / 2.0,
        };
        let cart3 = ec3.to_cartesian();
        assert_relative_eq!(cart3.x, 0.0, epsilon = 1e-9);
        assert_relative_eq!(cart3.y, 0.0, epsilon = 1e-9);
        assert_relative_eq!(cart3.z, -1.0, epsilon = 1e-9);
        let ec3_rt = Ecliptic::from_cartesian(cart3);
        assert_relative_eq!(ec3_rt.lat, -PI / 2.0, epsilon = 1e-9);

        // Case 4: Lon = 90 deg (PI/2), Lat = 0
        let ec4 = Ecliptic {
            lon: PI / 2.0,
            lat: 0.0,
        };
        let cart4 = ec4.to_cartesian();
        assert_relative_eq!(cart4.x, 0.0, epsilon = 1e-9);
        assert_relative_eq!(cart4.y, 1.0, epsilon = 1e-9);
        assert_relative_eq!(cart4.z, 0.0, epsilon = 1e-9);
        let ec4_rt = Ecliptic::from_cartesian(cart4);
        assert_relative_eq!(ec4_rt.lon, PI / 2.0, epsilon = 1e-9);
        assert_relative_eq!(ec4_rt.lat, 0.0, epsilon = 1e-9);

        // Case 5: Lon = 45 deg (PI/4), Lat = 45 deg (PI/4)
        let ec5 = Ecliptic {
            lon: PI / 4.0,
            lat: PI / 4.0,
        };
        let cart5 = ec5.to_cartesian();
        // cos(PI/4) = sin(PI/4) = 1/sqrt(2)
        let val = 1.0 / 2.0_f64.sqrt();
        assert_relative_eq!(cart5.x, val * val, epsilon = 1e-9); // cos(lat)*cos(lon)
        assert_relative_eq!(cart5.y, val * val, epsilon = 1e-9); // cos(lat)*sin(lon)
        assert_relative_eq!(cart5.z, val, epsilon = 1e-9); // sin(lat)
        let ec5_rt = Ecliptic::from_cartesian(cart5);
        assert_relative_eq!(ec5_rt.lon, PI / 4.0, epsilon = 1e-9);
        assert_relative_eq!(ec5_rt.lat, PI / 4.0, epsilon = 1e-9);
    }

    #[test]
    fn test_galactic_to_cartesian_roundtrip() {
        let mut rng = StdRng::seed_from_u64(424244); // Use a fixed seed for reproducibility
        for i in 0..100 {
            let original_lon = rng.random::<f64>() * 2.0 * PI;
            let original_lat = (rng.random::<f64>() * PI - PI / 2.0) * 0.99;

            let galactic_original = Galactic {
                lon: original_lon,
                lat: original_lat,
            };

            let cartesian = galactic_original.to_cartesian();
            let galactic_roundtrip = Galactic::from_cartesian(cartesian);

            println!(
                "Test {}: Original Lon: {:.6} rad, Lat: {:.6} rad",
                i, original_lon, original_lat
            );
            println!(
                "           Cartesian X: {:.6}, Y: {:.6}, Z: {:.6}",
                cartesian.x, cartesian.y, cartesian.z
            );
            println!(
                "           Roundtrip Lon: {:.6} rad, Lat: {:.6} rad",
                galactic_roundtrip.lon, galactic_roundtrip.lat
            );

            assert_relative_eq!(
                original_lon.cos(),
                galactic_roundtrip.lon.cos(),
                epsilon = 1e-9
            );
            assert_relative_eq!(
                original_lon.sin(),
                galactic_roundtrip.lon.sin(),
                epsilon = 1e-9
            );
            assert_relative_eq!(original_lat, galactic_roundtrip.lat, epsilon = 1e-9);
        }
    }

    #[test]
    fn test_galactic_to_cartesian_specific_cases() {
        // Case 1: Galactic Center (Lon = 0, Lat = 0)
        let gal1 = Galactic { lon: 0.0, lat: 0.0 };
        let cart1 = gal1.to_cartesian();
        assert_relative_eq!(cart1.x, 1.0, epsilon = 1e-9);
        assert_relative_eq!(cart1.y, 0.0, epsilon = 1e-9);
        assert_relative_eq!(cart1.z, 0.0, epsilon = 1e-9);
        let gal1_rt = Galactic::from_cartesian(cart1);
        assert_relative_eq!(gal1_rt.lon, 0.0, epsilon = 1e-9);
        assert_relative_eq!(gal1_rt.lat, 0.0, epsilon = 1e-9);

        // Case 2: North Galactic Pole
        let gal2 = Galactic {
            lon: 0.0,
            lat: PI / 2.0,
        };
        let cart2 = gal2.to_cartesian();
        assert_relative_eq!(cart2.x, 0.0, epsilon = 1e-9);
        assert_relative_eq!(cart2.y, 0.0, epsilon = 1e-9);
        assert_relative_eq!(cart2.z, 1.0, epsilon = 1e-9);
        let gal2_rt = Galactic::from_cartesian(cart2);
        assert_relative_eq!(gal2_rt.lat, PI / 2.0, epsilon = 1e-9);

        // Case 3: South Galactic Pole
        let gal3 = Galactic {
            lon: 0.0,
            lat: -PI / 2.0,
        };
        let cart3 = gal3.to_cartesian();
        assert_relative_eq!(cart3.x, 0.0, epsilon = 1e-9);
        assert_relative_eq!(cart3.y, 0.0, epsilon = 1e-9);
        assert_relative_eq!(cart3.z, -1.0, epsilon = 1e-9);
        let gal3_rt = Galactic::from_cartesian(cart3);
        assert_relative_eq!(gal3_rt.lat, -PI / 2.0, epsilon = 1e-9);

        // Case 4: Lon = 90 deg (PI/2), Lat = 0 (Galactic plane, direction of Galactic rotation)
        let gal4 = Galactic {
            lon: PI / 2.0,
            lat: 0.0,
        };
        let cart4 = gal4.to_cartesian();
        assert_relative_eq!(cart4.x, 0.0, epsilon = 1e-9);
        assert_relative_eq!(cart4.y, 1.0, epsilon = 1e-9);
        assert_relative_eq!(cart4.z, 0.0, epsilon = 1e-9);
        let gal4_rt = Galactic::from_cartesian(cart4);
        assert_relative_eq!(gal4_rt.lon, PI / 2.0, epsilon = 1e-9);
        assert_relative_eq!(gal4_rt.lat, 0.0, epsilon = 1e-9);

        // Case 5: Lon = 45 deg (PI/4), Lat = 45 deg (PI/4)
        let gal5 = Galactic {
            lon: PI / 4.0,
            lat: PI / 4.0,
        };
        let cart5 = gal5.to_cartesian();
        let val = 1.0 / 2.0_f64.sqrt();
        assert_relative_eq!(cart5.x, val * val, epsilon = 1e-9);
        assert_relative_eq!(cart5.y, val * val, epsilon = 1e-9);
        assert_relative_eq!(cart5.z, val, epsilon = 1e-9);
        let gal5_rt = Galactic::from_cartesian(cart5);
        assert_relative_eq!(gal5_rt.lon, PI / 4.0, epsilon = 1e-9);
        assert_relative_eq!(gal5_rt.lat, PI / 4.0, epsilon = 1e-9);
    }

    #[test]
    fn test_matty_sanity() {
        let x_initial = Vector3::new(1.0, 7.0, 9.0);
        println!("x_initial: {:?}", x_initial);

        let xp = EC_TO_EQ.clone() * x_initial;

        let x_final = EQ_TO_EC.clone() * xp;
        println!("x_final: {:?}", x_final);

        assert_relative_eq!(x_initial.x, x_final.x, epsilon = 1e-10);
        assert_relative_eq!(x_initial.y, x_final.y, epsilon = 1e-10);
        assert_relative_eq!(x_initial.z, x_final.z, epsilon = 1e-10);
    }

    #[test]
    fn test_identity_eq() {
        // Test the identity transformation
        let eq1 = Equatorial {
            ra: 27.0 * PI / 180.0,
            dec: 24.0 * PI / 180.0,
        };

        let ec: Ecliptic = eq1.into();
        println!(
            "ec: lon={:.2}°, lat={:.2}°",
            ec.lon.to_degrees(),
            ec.lat.to_degrees()
        );

        let eq2: Equatorial = ec.into();

        assert_relative_eq!(eq1.ra, eq2.ra, epsilon = 1e-10);
        assert_relative_eq!(eq1.dec, eq2.dec, epsilon = 1e-10);
    }

    #[test]
    fn test_equatorial_to_ecliptic() {
        // Test Equatorial to Ecliptic conversion
        let eq = Equatorial {
            ra: 0.0 * PI / 180.0,
            dec: 0.0 * PI / 180.0,
        };

        let ec: Ecliptic = eq.into();
        println!(
            "Ecliptic: lon={:.2}°, lat={:.2}°",
            ec.lon.to_degrees(),
            ec.lat.to_degrees()
        );

        assert_relative_eq!(ec.lon, 0.0 * PI / 180.0, epsilon = 1e-4);
        assert_relative_eq!(ec.lat, 0.0 * PI / 180.0, epsilon = 1e-4);

        // Test Ecliptic to Equatorial conversion
        let ec = Equatorial {
            ra: 15.0 * PI / 180.0,
            dec: 0.0 * PI / 180.0,
        };

        let ec: Ecliptic = ec.into();
        println!(
            "Equatorial: RA={:.2}°, Dec={:.2}°",
            ec.lon.to_degrees(),
            ec.lat.to_degrees()
        );

        assert_relative_eq!(ec.lon, 13.811618 * PI / 180.0, epsilon = 1e-4);
        assert_relative_eq!(ec.lat, -5.909203 * PI / 180.0, epsilon = 1e-4);

        // Test Ecliptic to Equatorial conversion
        let ec = Equatorial {
            ra: 165.0 * PI / 180.0,
            dec: -12.0 * PI / 180.0,
        };

        let ec: Ecliptic = ec.into();
        println!(
            "Equatorial: RA={:.2}°, Dec={:.2}°",
            ec.lon.to_degrees(),
            ec.lat.to_degrees()
        );

        assert_relative_eq!(ec.lon, 171.004394 * PI / 180.0, epsilon = 1e-4);
        assert_relative_eq!(ec.lat, -16.945252 * PI / 180.0, epsilon = 1e-4);
    }

    #[test]
    fn test_ecliptic_to_equatorial_rt_rand() {
        let mut rng = StdRng::seed_from_u64(23423 as u64);
        for i in 0..100 {
            println!("Random test {}", i);
            let ra = rng.gen_range(0.0..(2.0 * PI));
            let dec = rng.gen_range(-PI / 2.1..PI / 2.1);
            let eq1 = Equatorial { ra, dec };
            let ec: Ecliptic = eq1.into();
            let eq2: Equatorial = ec.into();
            assert_relative_eq!(eq1.ra, eq2.ra, epsilon = 1e-4);
            assert_relative_eq!(eq1.dec, eq2.dec, epsilon = 1e-4);
        }
    }

    #[test]
    fn test_angle_between() {
        // Test angle between same point (should be 0)
        let eq1 = Equatorial { ra: 0.0, dec: 0.0 };
        let eq2 = Equatorial { ra: 0.0, dec: 0.0 };
        assert_relative_eq!(eq1.angle_between(&eq2), 0.0, epsilon = 1e-9);

        // Test angle between opposite points (should be π)
        let eq3 = Equatorial { ra: 0.0, dec: 0.0 };
        let eq4 = Equatorial { ra: PI, dec: 0.0 };
        assert_relative_eq!(eq3.angle_between(&eq4), PI, epsilon = 1e-9);

        // Test angle between perpendicular points (should be π/2)
        let eq5 = Equatorial { ra: 0.0, dec: 0.0 };
        let eq6 = Equatorial {
            ra: 0.0,
            dec: PI / 2.0,
        };
        assert_relative_eq!(eq5.angle_between(&eq6), PI / 2.0, epsilon = 1e-9);
    }

    #[test]
    fn test_coordinate_conversions() {
        // Test data - assuming the comment at bottom has format:
        // RA(deg) Dec(deg) for Celestial (Equatorial)
        // Lon(deg) Lat(deg) for Ecliptic
        // Lon(deg) Lat(deg) for Galactic

        let equatorial = Equatorial {
            ra: 24.0 * PI / 180.0,
            dec: 27.0 * PI / 180.0,
        };

        let ecliptic = Ecliptic {
            lon: 32.22518 * PI / 180.0,
            lat: 15.80545 * PI / 180.0,
        };

        let galactic = Galactic {
            lon: 135.03726 * PI / 180.0, // Note: swapped based on comment
            lat: -34.82204 * PI / 180.0,
        };

        // Test Galactic to Equatorial
        let ga2eq: Equatorial = galactic.into();
        println!(
            "Galactic to Equatorial: RA={:.5}°, Dec={:.5}°",
            ga2eq.ra.to_degrees(),
            ga2eq.dec.to_degrees()
        );
        assert_relative_eq!(equatorial.ra, ga2eq.ra, epsilon = 1e-4);
        assert_relative_eq!(equatorial.dec, ga2eq.dec, epsilon = 1e-4);

        // Test Ecliptic to Equatorial
        let ec2eq: Equatorial = ecliptic.into();
        println!(
            "Ecliptic to Equatorial: RA={:.5}°, Dec={:.5}°",
            ec2eq.ra.to_degrees(),
            ec2eq.dec.to_degrees()
        );
        assert_relative_eq!(equatorial.ra, ec2eq.ra, epsilon = 1e-4);
        assert_relative_eq!(equatorial.dec, ec2eq.dec, epsilon = 1e-4);

        // Test Equatorial to Ecliptic
        let eq2ec: Ecliptic = equatorial.into();
        println!(
            "Equatorial to Ecliptic: Lon={:.5}°, Lat={:.5}°",
            eq2ec.lon.to_degrees(),
            eq2ec.lat.to_degrees()
        );
        assert_relative_eq!(ecliptic.lon, eq2ec.lon, epsilon = 1e-4);
        assert_relative_eq!(ecliptic.lat, eq2ec.lat, epsilon = 1e-4);

        // Test Galactic to Ecliptic
        let ga2ec: Ecliptic = galactic.into();
        println!(
            "Galactic to Ecliptic: Lon={:.5}°, Lat={:.5}°",
            ga2ec.lon.to_degrees(),
            ga2ec.lat.to_degrees()
        );
        assert_relative_eq!(ecliptic.lon, ga2ec.lon, epsilon = 1e-4);
        assert_relative_eq!(ecliptic.lat, ga2ec.lat, epsilon = 1e-4);

        // Test Equatorial to Galactic
        let eq2ga: Galactic = equatorial.into();
        println!(
            "Equatorial to Galactic: Lon={:.5}°, Lat={:.5}°",
            eq2ga.lon.to_degrees(),
            eq2ga.lat.to_degrees()
        );
        assert_relative_eq!(galactic.lon, eq2ga.lon, epsilon = 1e-4);
        assert_relative_eq!(galactic.lat, eq2ga.lat, epsilon = 1e-4);

        // Test Ecliptic to Galactic
        let ec2ga: Galactic = ecliptic.into();
        println!(
            "Ecliptic to Galactic: Lon={:.5}°, Lat={:.5}°",
            ec2ga.lon.to_degrees(),
            ec2ga.lat.to_degrees()
        );
        assert_relative_eq!(galactic.lon, ec2ga.lon, epsilon = 1e-4);
        assert_relative_eq!(galactic.lat, ec2ga.lat, epsilon = 1e-4);
    }

    #[test]
    fn test_equatorial_from_array() {
        let eq: Equatorial = [1.0, 0.5].into();
        assert_eq!(eq.ra, 1.0);
        assert_eq!(eq.dec, 0.5);
    }

    #[test]
    fn test_equatorial_into_array() {
        let eq = Equatorial::new(1.0, 0.5);
        let arr: [f64; 2] = eq.into();
        assert_eq!(arr, [1.0, 0.5]);
    }

    #[test]
    fn test_equatorial_array_roundtrip() {
        let eq = Equatorial::new(2.0, -0.3);
        let arr: [f64; 2] = eq.into();
        let back: Equatorial = arr.into();
        assert_eq!(eq.ra, back.ra);
        assert_eq!(eq.dec, back.dec);
    }
}