Skip to main content

ggplot_rs/scale/
datetime.rs

1use crate::aes::Aesthetic;
2use crate::data::Value;
3
4use super::Scale;
5
6/// A break interval for a date/time axis.
7#[derive(Clone, Copy, Debug)]
8enum DateBreak {
9    /// A fixed number of seconds (seconds/minutes/hours/days/weeks).
10    Secs(f64),
11    /// A number of whole calendar months (years = 12 × n).
12    Months(u32),
13}
14
15/// Date/time scale — maps epoch seconds to [0, 1] and formats axis labels as dates.
16#[derive(Clone, Debug)]
17pub struct ScaleDateTime {
18    aesthetic: Aesthetic,
19    name: String,
20    min: f64,
21    max: f64,
22    trained: bool,
23    expand: (f64, f64),
24    date_breaks: Option<DateBreak>,
25    date_labels: Option<String>,
26    /// Locale for month/weekday names and default date formats.
27    locale: Option<crate::locale::Locale>,
28}
29
30/// Decomposed UTC date/time.
31struct DateParts {
32    year: i64,
33    month: u32,
34    day: u32,
35    hour: u32,
36    minute: u32,
37    second: u32,
38}
39
40/// Days since 1970-01-01 for a civil (Y, M, D) date — Howard Hinnant's algorithm.
41fn days_from_civil(y: i64, m: u32, d: u32) -> i64 {
42    let y = if m <= 2 { y - 1 } else { y };
43    let era = (if y >= 0 { y } else { y - 399 }) / 400;
44    let yoe = y - era * 400;
45    let mp = if m > 2 { m - 3 } else { m + 9 } as i64;
46    let doy = (153 * mp + 2) / 5 + d as i64 - 1;
47    let doe = yoe * 365 + yoe / 4 - yoe / 100 + doy;
48    era * 146_097 + doe - 719_468
49}
50
51fn secs_from_civil(y: i64, m: u32, d: u32) -> i64 {
52    days_from_civil(y, m, d) * 86_400
53}
54
55/// Inverse of `days_from_civil`, plus the intra-day time.
56fn civil_from_secs(secs: i64) -> DateParts {
57    let (mut days, rem) = if secs >= 0 {
58        (secs / 86_400, secs % 86_400)
59    } else {
60        let d = (secs - 86_400 + 1) / 86_400;
61        (d, secs - d * 86_400)
62    };
63    let hour = (rem / 3600) as u32;
64    let minute = ((rem % 3600) / 60) as u32;
65    let second = (rem % 60) as u32;
66
67    days += 719_468;
68    let era = if days >= 0 { days } else { days - 146_096 } / 146_097;
69    let doe = (days - era * 146_097) as u32;
70    let yoe = (doe - doe / 1460 + doe / 36524 - doe / 146_096) / 365;
71    let y = yoe as i64 + era * 400;
72    let doy = doe - (365 * yoe + yoe / 4 - yoe / 100);
73    let mp = (5 * doy + 2) / 153;
74    let day = doy - (153 * mp + 2) / 5 + 1;
75    let month = if mp < 10 { mp + 3 } else { mp - 9 };
76    let year = if month <= 2 { y + 1 } else { y };
77    DateParts {
78        year,
79        month,
80        day,
81        hour,
82        minute,
83        second,
84    }
85}
86
87const MONTHS_SHORT: [&str; 12] = [
88    "Jan", "Feb", "Mar", "Apr", "May", "Jun", "Jul", "Aug", "Sep", "Oct", "Nov", "Dec",
89];
90const MONTHS_LONG: [&str; 12] = [
91    "January",
92    "February",
93    "March",
94    "April",
95    "May",
96    "June",
97    "July",
98    "August",
99    "September",
100    "October",
101    "November",
102    "December",
103];
104const DAYS_SHORT: [&str; 7] = ["Sun", "Mon", "Tue", "Wed", "Thu", "Fri", "Sat"];
105const DAYS_LONG: [&str; 7] = [
106    "Sunday",
107    "Monday",
108    "Tuesday",
109    "Wednesday",
110    "Thursday",
111    "Friday",
112    "Saturday",
113];
114
115/// Format a timestamp with a strftime-style subset:
116/// `%Y %y %m %-m %b %B %d %-d %e %a %A %H %M %S %%`.
117#[cfg(test)]
118fn strftime(secs: f64, fmt: &str) -> String {
119    strftime_locale(secs, fmt, None)
120}
121
122/// [`strftime`] with the month / weekday names of `locale` (English without).
123pub(crate) fn strftime_locale(
124    secs: f64,
125    fmt: &str,
126    locale: Option<&crate::locale::Locale>,
127) -> String {
128    let p = civil_from_secs(secs as i64);
129    let mi = (p.month.clamp(1, 12) - 1) as usize;
130    // 1970-01-01 was a Thursday (index 4, Sunday = 0).
131    let wd = ((secs as i64).div_euclid(86_400) + 4).rem_euclid(7) as usize;
132    let month_short = locale.map_or(MONTHS_SHORT[mi], |l| l.months_short[mi].as_str());
133    let month_long = locale.map_or(MONTHS_LONG[mi], |l| l.months_long[mi].as_str());
134    let day_short = locale.map_or(DAYS_SHORT[wd], |l| l.days_short[wd].as_str());
135    let day_long = locale.map_or(DAYS_LONG[wd], |l| l.days_long[wd].as_str());
136    let mut out = String::new();
137    let mut chars = fmt.chars().peekable();
138    while let Some(c) = chars.next() {
139        if c != '%' {
140            out.push(c);
141            continue;
142        }
143        match chars.next() {
144            Some('Y') => out.push_str(&format!("{:04}", p.year)),
145            Some('y') => out.push_str(&format!("{:02}", p.year.rem_euclid(100))),
146            Some('m') => out.push_str(&format!("{:02}", p.month)),
147            Some('b') => out.push_str(month_short),
148            Some('B') => out.push_str(month_long),
149            Some('a') => out.push_str(day_short),
150            Some('A') => out.push_str(day_long),
151            Some('d') => out.push_str(&format!("{:02}", p.day)),
152            Some('e') => out.push_str(&format!("{:2}", p.day)),
153            Some('H') => out.push_str(&format!("{:02}", p.hour)),
154            Some('M') => out.push_str(&format!("{:02}", p.minute)),
155            Some('S') => out.push_str(&format!("{:02}", p.second)),
156            Some('%') => out.push('%'),
157            // glibc's "no padding" flag: %-d, %-m.
158            Some('-') if matches!(chars.peek(), Some('d' | 'm')) => match chars.next() {
159                Some('d') => out.push_str(&p.day.to_string()),
160                _ => out.push_str(&p.month.to_string()),
161            },
162            Some(other) => {
163                out.push('%');
164                out.push(other);
165            }
166            None => out.push('%'),
167        }
168    }
169    out
170}
171
172/// Parse an R-style break spec like "1 month", "3 months", "2 weeks", "1 year".
173fn parse_date_break(spec: &str) -> Option<DateBreak> {
174    let spec = spec.trim().to_lowercase();
175    let mut parts = spec.split_whitespace();
176    let first = parts.next()?;
177    let (n, unit) = match first.parse::<f64>() {
178        Ok(n) => (n, parts.next()?.to_string()),
179        Err(_) => (1.0, first.to_string()),
180    };
181    let unit = unit.trim_end_matches('s');
182    let secs = |s: f64| Some(DateBreak::Secs(n * s));
183    match unit {
184        "sec" | "second" => secs(1.0),
185        "min" | "minute" => secs(60.0),
186        "hour" => secs(3600.0),
187        "day" => secs(86_400.0),
188        "week" => secs(604_800.0),
189        "month" => Some(DateBreak::Months(n.max(1.0) as u32)),
190        "year" => Some(DateBreak::Months((n.max(1.0) as u32) * 12)),
191        _ => None,
192    }
193}
194
195impl ScaleDateTime {
196    pub fn new() -> Self {
197        ScaleDateTime {
198            aesthetic: Aesthetic::X,
199            name: String::new(),
200            min: f64::INFINITY,
201            max: f64::NEG_INFINITY,
202            trained: false,
203            expand: (0.05, 0.0),
204            date_breaks: None,
205            date_labels: None,
206            locale: None,
207        }
208    }
209
210    pub fn for_aesthetic(mut self, aes: Aesthetic) -> Self {
211        self.aesthetic = aes;
212        self
213    }
214
215    pub fn with_name(mut self, name: &str) -> Self {
216        self.name = name.to_string();
217        self
218    }
219
220    /// Calendar-aware break interval, R-style: `"1 month"`, `"3 months"`,
221    /// `"2 weeks"`, `"1 year"`, `"6 hours"`, … Unrecognised specs are ignored.
222    pub fn with_date_breaks(mut self, spec: &str) -> Self {
223        self.date_breaks = parse_date_break(spec);
224        self
225    }
226
227    /// strftime-style label format, e.g. `"%b %Y"` or `"%Y-%m-%d"`.
228    /// Supported: `%Y %y %m %-m %b %B %d %-d %e %a %A %H %M %S %%`; month and
229    /// weekday names follow the scale's locale (English without one).
230    pub fn with_date_labels(mut self, fmt: &str) -> Self {
231        self.date_labels = Some(fmt.to_string());
232        self
233    }
234
235    /// Localise month / weekday names and the default date labels: with
236    /// de-DE, monthly breaks read `Okt. 2026` (instead of `2026-10`) and daily
237    /// breaks `15. Okt. 2026` (instead of `2026-10-15`). Overrides the plot
238    /// locale ([`GGPlot::locale`](crate::GGPlot::locale)).
239    pub fn with_locale(mut self, locale: crate::locale::Locale) -> Self {
240        self.locale = Some(locale);
241        self
242    }
243
244    fn label(&self, secs: f64, step: f64) -> String {
245        match (&self.date_labels, &self.locale) {
246            (Some(fmt), loc) => strftime_locale(secs, fmt, loc.as_ref()),
247            (None, Some(loc)) => loc.format_datetime(secs as i64),
248            (None, None) => Self::format_datetime(secs, step),
249        }
250    }
251
252    /// Default label of an auto month-step break (`2026-10`, or the locale's
253    /// [`month_format`](crate::locale::Locale::month_format)).
254    fn month_label(&self, y: i64, m: u32, secs: f64) -> String {
255        match &self.locale {
256            Some(loc) => strftime_locale(secs, &loc.month_format, Some(loc)),
257            None => format!("{y:04}-{m:02}"),
258        }
259    }
260
261    fn expanded_range(&self) -> (f64, f64) {
262        let range = self.max - self.min;
263        let mult = self.expand.0;
264        let add = self.expand.1;
265        (self.min - range * mult - add, self.max + range * mult + add)
266    }
267
268    /// Choose a "nice" step size in seconds for date/time breaks.
269    fn nice_datetime_step(range_secs: f64) -> f64 {
270        const MINUTE: f64 = 60.0;
271        const HOUR: f64 = 3600.0;
272        const DAY: f64 = 86400.0;
273        const WEEK: f64 = 7.0 * DAY;
274        const MONTH: f64 = 30.0 * DAY;
275        const YEAR: f64 = 365.25 * DAY;
276
277        let candidates = [
278            1.0,
279            5.0,
280            10.0,
281            30.0,
282            MINUTE,
283            5.0 * MINUTE,
284            10.0 * MINUTE,
285            30.0 * MINUTE,
286            HOUR,
287            3.0 * HOUR,
288            6.0 * HOUR,
289            12.0 * HOUR,
290            DAY,
291            2.0 * DAY,
292            WEEK,
293            2.0 * WEEK,
294            MONTH,
295            3.0 * MONTH,
296            6.0 * MONTH,
297            YEAR,
298            2.0 * YEAR,
299            5.0 * YEAR,
300            10.0 * YEAR,
301            20.0 * YEAR,
302            50.0 * YEAR,
303            100.0 * YEAR,
304        ];
305
306        let target = range_secs / 5.0;
307        for &c in &candidates {
308            if c >= target {
309                return c;
310            }
311        }
312        // For very large ranges, use multiples of 100 years
313        let n = (target / (100.0 * YEAR)).ceil();
314        n * 100.0 * YEAR
315    }
316
317    /// Format a timestamp (epoch seconds) as a human-readable label,
318    /// adapting precision to the break step size.
319    fn format_datetime(secs: f64, _step: f64) -> String {
320        let epoch_secs = secs as i64;
321        crate::data::format_epoch_secs(epoch_secs)
322    }
323}
324
325impl Default for ScaleDateTime {
326    fn default() -> Self {
327        Self::new()
328    }
329}
330
331impl Scale for ScaleDateTime {
332    fn set_default_locale(&mut self, locale: &crate::locale::Locale) {
333        if self.locale.is_none() {
334            self.locale = Some(locale.clone());
335        }
336    }
337
338    fn locale(&self) -> Option<&crate::locale::Locale> {
339        self.locale.as_ref()
340    }
341
342    fn aesthetic(&self) -> Aesthetic {
343        self.aesthetic.clone()
344    }
345
346    fn train(&mut self, values: &[Value]) {
347        for v in values {
348            if let Some(f) = v.as_f64() {
349                if f.is_finite() {
350                    if f < self.min {
351                        self.min = f;
352                    }
353                    if f > self.max {
354                        self.max = f;
355                    }
356                }
357            }
358        }
359        self.trained = true;
360    }
361
362    fn map(&self, value: &Value) -> f64 {
363        let f = match value.as_f64() {
364            Some(f) => f,
365            None => return 0.0,
366        };
367        // ±Inf means "panel edge" (ggplot2): -Inf → lower edge, +Inf → upper.
368        if f == f64::INFINITY {
369            return 1.0;
370        }
371        if f == f64::NEG_INFINITY {
372            return 0.0;
373        }
374        // An untrained scale (empty data) has no domain — centre everything
375        // rather than producing NaN.
376        if !self.trained || !self.min.is_finite() || !self.max.is_finite() {
377            return 0.5;
378        }
379        let (emin, emax) = self.expanded_range();
380        let range = emax - emin;
381        if range.abs() < f64::EPSILON {
382            0.5
383        } else {
384            (f - emin) / range
385        }
386    }
387
388    fn expanded_domain(&self) -> Option<(f64, f64)> {
389        if !self.trained || !self.min.is_finite() || !self.max.is_finite() {
390            return None;
391        }
392        let (a, b) = self.expanded_range();
393        if !(a.is_finite() && b.is_finite()) {
394            return None;
395        }
396        if (b - a).abs() < f64::EPSILON {
397            // A degenerate domain maps everything to the panel centre.
398            return Some((a - 0.5, b + 0.5));
399        }
400        Some((a, b))
401    }
402
403    fn breaks(&self) -> Vec<(f64, String)> {
404        if !self.trained || self.min > self.max {
405            return vec![];
406        }
407
408        let range = self.max - self.min;
409        if super::util::is_degenerate_range(self.min, self.max) {
410            return vec![(0.5, self.label(self.min, 1.0))];
411        }
412
413        let (emin, emax) = self.expanded_range();
414        // Beyond ~±31,700 years the civil-calendar arithmetic below would
415        // overflow i64; such values are corrupt data, so draw no breaks.
416        const MAX_ABS_SECS: f64 = 1e12;
417        if !(emin.abs() <= MAX_ABS_SECS && emax.abs() <= MAX_ABS_SECS) {
418            return vec![];
419        }
420
421        // Calendar-month breaks snap to the first of the month.
422        if let Some(DateBreak::Months(n)) = self.date_breaks {
423            let n = n.max(1);
424            let start = civil_from_secs(emin.ceil() as i64);
425            let (mut y, mut m) = (start.year, start.month);
426            // First-of-month boundary at or after emin.
427            if (secs_from_civil(y, m, 1) as f64) < emin {
428                m += 1;
429                if m > 12 {
430                    m = 1;
431                    y += 1;
432                }
433            }
434            let mut breaks = Vec::new();
435            let mut guard = 0;
436            loop {
437                let secs = secs_from_civil(y, m, 1) as f64;
438                if secs > emax + 1.0 || guard > 10_000 {
439                    break;
440                }
441                breaks.push((self.map(&Value::Float(secs)), self.label(secs, 0.0)));
442                m += n;
443                while m > 12 {
444                    m -= 12;
445                    y += 1;
446                }
447                guard += 1;
448            }
449            return breaks;
450        }
451
452        let explicit_secs = matches!(self.date_breaks, Some(DateBreak::Secs(s)) if s > 0.0);
453        let step = match self.date_breaks {
454            Some(DateBreak::Secs(s)) if s > 0.0 => s,
455            _ => Self::nice_datetime_step(range),
456        };
457
458        // For month-or-larger auto steps, snap breaks to calendar boundaries with
459        // clean year / year-month labels (ggplot2-style) instead of fixed-second
460        // timestamps that drift off midnight (e.g. "2012-01-01 12:00:00").
461        const DAY: f64 = 86_400.0;
462        const MONTH: f64 = 30.0 * DAY;
463        const YEAR: f64 = 365.25 * DAY;
464        if !explicit_secs && step >= 0.9 * YEAR {
465            let n = ((step / YEAR).round() as i64).max(1);
466            let mut y = civil_from_secs(emin.ceil() as i64).year.div_euclid(n) * n;
467            while (secs_from_civil(y, 1, 1) as f64) < emin {
468                y += n;
469            }
470            let mut breaks = Vec::new();
471            while (secs_from_civil(y, 1, 1) as f64) <= emax + 1.0 {
472                let secs = secs_from_civil(y, 1, 1) as f64;
473                breaks.push((self.map(&Value::Float(secs)), format!("{y}")));
474                y += n;
475            }
476            return breaks;
477        }
478        if !explicit_secs && step >= 0.9 * MONTH {
479            let n = ((step / MONTH).round() as i64).max(1);
480            let start = civil_from_secs(emin.ceil() as i64);
481            let mut tm = start.year * 12 + (start.month as i64 - 1); // months since year 0
482            while (secs_from_civil(tm.div_euclid(12), tm.rem_euclid(12) as u32 + 1, 1) as f64)
483                < emin
484            {
485                tm += 1;
486            }
487            let mut breaks = Vec::new();
488            let mut guard = 0;
489            loop {
490                let (y, m) = (tm.div_euclid(12), tm.rem_euclid(12) as u32 + 1);
491                let secs = secs_from_civil(y, m, 1) as f64;
492                if secs > emax + 1.0 || guard > 10_000 {
493                    break;
494                }
495                breaks.push((self.map(&Value::Float(secs)), self.month_label(y, m, secs)));
496                tm += n;
497                guard += 1;
498            }
499            return breaks;
500        }
501
502        let start = (emin / step).ceil() * step;
503        super::util::stepped_breaks(start, emax, step)
504            .into_iter()
505            .map(|v| (self.map(&Value::Float(v)), self.label(v, step)))
506            .collect()
507    }
508
509    fn name(&self) -> &str {
510        &self.name
511    }
512
513    fn set_name(&mut self, name: &str) {
514        self.name = name.to_string();
515    }
516
517    fn set_limits(&mut self, min: f64, max: f64) {
518        self.min = min;
519        self.max = max;
520        self.trained = true;
521    }
522
523    fn clone_box(&self) -> Box<dyn Scale> {
524        Box::new(self.clone())
525    }
526
527    fn reset_training(&mut self) {
528        self.min = f64::INFINITY;
529        self.max = f64::NEG_INFINITY;
530        self.trained = false;
531    }
532}
533
534#[cfg(test)]
535mod tests {
536    use super::*;
537
538    #[test]
539    fn civil_roundtrip() {
540        // 2021-03-15 12:30:45 UTC = 1615811445
541        let p = civil_from_secs(1_615_811_445);
542        assert_eq!((p.year, p.month, p.day), (2021, 3, 15));
543        assert_eq!((p.hour, p.minute, p.second), (12, 30, 45));
544        assert_eq!(secs_from_civil(2021, 3, 15), 1_615_766_400); // midnight
545    }
546
547    #[test]
548    fn multiyear_default_breaks_are_clean_years() {
549        // A multi-year range with no explicit date_breaks should snap to calendar
550        // year boundaries and label with plain years (not drifting timestamps).
551        let mut s = ScaleDateTime::new();
552        s.train(&[
553            Value::DateTime(secs_from_civil(2011, 2, 1)),
554            Value::DateTime(secs_from_civil(2016, 4, 1)),
555        ]);
556        let labels: Vec<String> = s.breaks().into_iter().map(|(_, l)| l).collect();
557        assert!(!labels.is_empty());
558        for l in &labels {
559            assert!(
560                l.len() == 4 && l.chars().all(|c| c.is_ascii_digit()),
561                "expected a bare year label, got {l:?}"
562            );
563        }
564        assert!(labels.contains(&"2014".to_string()));
565    }
566
567    #[test]
568    fn strftime_subset() {
569        let s = 1_615_766_400.0; // 2021-03-15 00:00
570        assert_eq!(strftime(s, "%Y-%m-%d"), "2021-03-15");
571        assert_eq!(strftime(s, "%b %Y"), "Mar 2021");
572        assert_eq!(strftime(s, "%B"), "March");
573        assert_eq!(strftime(s, "100%%"), "100%");
574    }
575
576    #[test]
577    fn strftime_weekdays_and_unpadded() {
578        let s = 1_615_766_400.0; // 2021-03-15 00:00, a Monday
579        assert_eq!(strftime(s, "%a %A"), "Mon Monday");
580        assert_eq!(strftime(s - 86_400.0 * 10.0, "%-d.%-m. %d"), "5.3. 05");
581        assert_eq!(strftime(s, "%-x"), "%-x");
582        assert_eq!(strftime(-86_400.0, "%a"), "Wed"); // 1969-12-31
583    }
584
585    #[test]
586    fn locale_month_and_day_labels() {
587        let de = crate::locale::Locale::de_de();
588        // Auto monthly breaks: "Okt. 2026" instead of "2026-10".
589        let mut s = ScaleDateTime::new().with_locale(de.clone());
590        s.set_limits(
591            secs_from_civil(2026, 7, 1) as f64,
592            secs_from_civil(2027, 2, 1) as f64,
593        );
594        let labels: Vec<String> = s.breaks().into_iter().map(|(_, l)| l).collect();
595        assert!(labels.contains(&"Okt. 2026".to_string()), "{labels:?}");
596        assert!(labels.contains(&"Jan. 2027".to_string()), "{labels:?}");
597        // Same scale without locale: unchanged ISO labels.
598        let mut plain = ScaleDateTime::new();
599        plain.set_limits(
600            secs_from_civil(2026, 7, 1) as f64,
601            secs_from_civil(2027, 2, 1) as f64,
602        );
603        let labels: Vec<String> = plain.breaks().into_iter().map(|(_, l)| l).collect();
604        assert!(labels.contains(&"2026-10".to_string()), "{labels:?}");
605        // Explicit format: localized names.
606        let mut f = ScaleDateTime::new()
607            .with_date_labels("%B")
608            .with_date_breaks("1 month");
609        f.set_default_locale(&de);
610        f.set_limits(
611            secs_from_civil(2026, 2, 20) as f64,
612            secs_from_civil(2026, 4, 2) as f64,
613        );
614        let labels: Vec<String> = f.breaks().into_iter().map(|(_, l)| l).collect();
615        assert_eq!(labels, ["März", "April"]);
616        // Day-level default labels.
617        let mut d = ScaleDateTime::new().with_locale(de);
618        d.set_limits(
619            secs_from_civil(2026, 10, 12) as f64,
620            secs_from_civil(2026, 10, 16) as f64,
621        );
622        let labels: Vec<String> = d.breaks().into_iter().map(|(_, l)| l).collect();
623        assert!(labels.contains(&"15. Okt. 2026".to_string()), "{labels:?}");
624        // A scale's own locale beats the plot default.
625        let mut own = ScaleDateTime::new().with_locale(crate::locale::Locale::fr_fr());
626        own.set_default_locale(&crate::locale::Locale::de_de());
627        assert_eq!(own.locale().unwrap().tag, "fr-FR");
628    }
629
630    #[test]
631    fn parse_specs() {
632        assert!(matches!(
633            parse_date_break("1 month"),
634            Some(DateBreak::Months(1))
635        ));
636        assert!(matches!(
637            parse_date_break("3 months"),
638            Some(DateBreak::Months(3))
639        ));
640        assert!(matches!(
641            parse_date_break("1 year"),
642            Some(DateBreak::Months(12))
643        ));
644        assert!(
645            matches!(parse_date_break("2 weeks"), Some(DateBreak::Secs(s)) if s == 1_209_600.0)
646        );
647        assert!(matches!(
648            parse_date_break("month"),
649            Some(DateBreak::Months(1))
650        ));
651        assert!(parse_date_break("fortnight").is_none());
652    }
653
654    #[test]
655    fn monthly_breaks_land_on_first_of_month() {
656        let mut s = ScaleDateTime::new()
657            .with_date_breaks("1 month")
658            .with_date_labels("%Y-%m-%d");
659        // Jan 10 2021 .. Apr 20 2021
660        s.set_limits(
661            secs_from_civil(2021, 1, 10) as f64,
662            secs_from_civil(2021, 4, 20) as f64,
663        );
664        let labels: Vec<String> = s.breaks().into_iter().map(|(_, l)| l).collect();
665        assert!(labels.iter().all(|l| l.ends_with("-01")), "{labels:?}");
666        assert!(labels.contains(&"2021-02-01".to_string()));
667    }
668}