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
//! Data type and methods to store an atmospheric sounding.

use chrono::NaiveDateTime;

use missing_value::OptionVal;

/// All the variables stored in the sounding.
///
/// The upper air profile variables are stored in parallel vectors. If a profile lacks a certain
/// variable, e.g. cloud fraction, that whole vector has length 0 instead of being full of missing
/// values.
///
#[derive(Default)]
pub struct Sounding {
    // Station info section
    /// station number, USAF number, eg 727730
    num: OptionVal<i32>,
    /// Valid time of sounding
    valid_time: Option<NaiveDateTime>,
    /// Difference in model initialization time and `valid_time` in hours.
    lead_time: OptionVal<i32>,
    /// Latitude of grid point used to make sounding.
    lat: OptionVal<f64>,
    /// Longitude of grid point used to make sounding.
    lon: OptionVal<f64>,
    /// Elevation of grid point in meters, this is in model terrain, not necessarily the same as
    /// the real world.
    elevation: OptionVal<f64>,

    // Sounding Indexes
    /// Showalter index
    show: OptionVal<f64>,
    /// Lifted index
    li: OptionVal<f64>,
    /// Severe Weather Threat Index
    swet: OptionVal<f64>,
    /// K-index
    kinx: OptionVal<f64>,
    /// Lifting Condensation Level, or LCL (hPa), pressure vertical coordinate.
    lclp: OptionVal<f64>,
    /// Precipitable Water (mm)
    pwat: OptionVal<f64>,
    /// Total-Totals
    totl: OptionVal<f64>,
    /// Convective Available Potential Energy, or CAPE. (J/kg)
    cape: OptionVal<f64>,
    /// Temperature at LCL (K)
    lclt: OptionVal<f64>,
    /// Convective Inhibitive Energy, or CIN (J/kg)
    cins: OptionVal<f64>,
    /// Equilibrium Level (hPa), pressure vertical coordinate
    eqlv: OptionVal<f64>,
    /// Level of Free Convection (hPa), pressure vertical coordinate
    lfc: OptionVal<f64>,
    /// Bulk Richardson Number
    brch: OptionVal<f64>,

    // Upper air profile
    /// Pressure (hPa) profile
    pressure: Vec<OptionVal<f64>>,
    /// Temperature (c) profile
    temperature: Vec<OptionVal<f64>>,
    /// Wet-bulb (c) profile
    wet_bulb: Vec<OptionVal<f64>>,
    /// Dew Point (C) profile
    dew_point: Vec<OptionVal<f64>>,
    /// Equivalent Potential Temperature (K) profile
    theta_e: Vec<OptionVal<f64>>,
    /// Wind direction (degrees) profile
    direction: Vec<OptionVal<f64>>,
    /// Wind speed (knots) profile
    speed: Vec<OptionVal<f64>>,
    /// Vertical velocity (Pa/sec), pressure vertical coordinate
    omega: Vec<OptionVal<f64>>,
    /// Geopotential Height (m) profile
    height: Vec<OptionVal<f64>>,
    /// Cloud coverage fraction in percent
    cloud_fraction: Vec<OptionVal<f64>>,

    // Surface data
    /// Surface pressure reduce to mean sea level (hPa)
    mslp: OptionVal<f64>,
    /// Surface pressure (hPa)
    station_pres: OptionVal<f64>,
    /// Low cloud fraction
    low_cloud: OptionVal<f64>,
    /// Mid cloud fraction
    mid_cloud: OptionVal<f64>,
    /// Hi cloud fraction
    hi_cloud: OptionVal<f64>,
    /// U - wind speed (m/s) (West -> East is positive)
    uwind: OptionVal<f64>,
    /// V - wind speed (m/s) (South -> North is positive)
    vwind: OptionVal<f64>,
}

/// A view of a row of the sounding data.
#[derive(Clone,Default, Debug)]
pub struct DataRow {
    /// Pressure in hPa
    pub pressure: OptionVal<f64>,
    /// Temperature in C
    pub temperature: OptionVal<f64>,
    /// Wet bulb temperature in C
    pub wet_bulb: OptionVal<f64>,
    /// Dew point in C
    pub dew_point: OptionVal<f64>,
    /// Equivalent potential temperature in Kelvin
    pub theta_e: OptionVal<f64>,
    /// Wind direction (from) in degrees.
    pub direction: OptionVal<f64>,
    /// Wind speed in knots
    pub speed: OptionVal<f64>,
    /// Pressure vertical velocity in Pa/sec
    pub omega: OptionVal<f64>,
    /// Geopotential Height in meters
    pub height: OptionVal<f64>,
    /// Cloud fraction in percent
    pub cloud_fraction: OptionVal<f64>,
}

/// Profile variables
#[derive(Debug, Clone, Copy)]
pub enum Profile {
    /// Pressure in hPa
    Pressure,
    /// Temperature in C
    Temperature,
    /// Wet bulb temperature in C
    WetBulb,
    /// Dew point in C
    DewPoint,
    /// Equivalent potential temperature in Kelvin
    ThetaE,
    /// Wind direction (from) in degrees.
    WindDirection,
    /// Wind speed in knots
    WindSpeed,
    /// Pressure vertical velocity in Pa/sec
    PressureVerticalVelocity,
    /// Geopotential Height in meters
    GeopotentialHeight,
    /// Cloud fraction in percent
    CloudFraction,
}

/// Surface observed variables
#[derive(Debug, Clone, Copy)]
pub enum Surface {
    /// Surface pressure reduce to mean sea level (hPa)
    MSLP,
    /// Surface pressure (hPa)
    StationPressure,
    /// Low cloud fraction
    LowCloud,
    /// Mid cloud fraction
    MidCloud,
    /// Hi cloud fraction
    HighCloud,
    /// U - wind speed (m/s) (West -> East is positive)
    UWind,
    /// V - wind speed (m/s) (South -> North is positive)
    VWind,
}

/// Sounding indexes.
///
/// Note that the `Sounding` data type only saves indexes that may be loaded from a serialied data
/// format such as a .bufr file or bufkit file. But this enum supports many more indexes which
/// might be calculated by a sounding analysis crate. When using `get_index`, it will always
/// return a missing value if the index is not stored in this data type. If you try to `set_index`
/// with an index that is not supported by the `Sounding` data type, it will panic in debug mode
/// and silently fail in release mode.
#[derive(Debug)]
pub enum Index {
    /// Showalter index
    Showalter,
    /// Lifted index
    LI,
    /// Severe Weather Threat Index
    SWeT,
    /// K-index
    K,
    /// Lifting Condensation Level, or LCL (hPa), pressure vertical coordinate.
    LCL,
    /// Precipitable Water (mm)
    PWAT,
    /// Total-Totals
    TotalTotals,
    /// Convective Available Potential Energy, or CAPE. (J/kg)
    CAPE,
    /// Temperature at LCL (K)
    LCLTemperature,
    /// Convective Inhibitive Energy, or CIN (J/kg)
    CIN,
    /// Equilibrium Level (hPa), pressure vertical coordinate
    EquilibrimLevel,
    /// Level of Free Convection (hPa), pressure vertical coordinate
    LFC,
    /// Bulk Richardson Number
    BulkRichardsonNumber,
    /// Haines index
    Haines,
}

impl Sounding {
    /// Create a new sounding with default values. This is a proxy for default with a clearer name.
    #[inline]
    pub fn new() -> Self {
        Sounding::default()
    }

    /// Set a profile variable
    #[inline]
    pub fn set_profile(mut self, var: Profile, values: Vec<OptionVal<f64>>) -> Self {
        use self::Profile::*;
        match var {
            Pressure => self.pressure = values,
            Temperature => self.temperature = values,
            WetBulb => self.wet_bulb = values,
            DewPoint => self.dew_point = values,
            ThetaE => self.theta_e = values,
            WindDirection => self.direction = values,
            WindSpeed => self.speed = values,
            PressureVerticalVelocity => self.omega = values,
            GeopotentialHeight => self.height = values,
            CloudFraction => self.cloud_fraction = values,
        };

        self
    }

    /// Get a profile variable as a slice
    #[inline]
    pub fn get_profile(&self, var: Profile) -> &[OptionVal<f64>] {
        use self::Profile::*;
        match var {
            Pressure => &self.pressure,
            Temperature => &self.temperature,
            WetBulb => &self.wet_bulb,
            DewPoint => &self.dew_point,
            ThetaE => &self.theta_e,
            WindDirection => &self.direction,
            WindSpeed => &self.speed,
            PressureVerticalVelocity => &self.omega,
            GeopotentialHeight => &self.height,
            CloudFraction => &self.cloud_fraction,
        }
    }

    /// Set a surface variable
    #[inline]
    pub fn set_surface_value<T>(mut self, var: Surface, value: T) -> Self
    where
        OptionVal<f64>: From<T>,
    {
        use self::Surface::*;
        match var {
            MSLP => self.mslp = OptionVal::from(value),
            StationPressure => self.station_pres = OptionVal::from(value),
            LowCloud => self.low_cloud = OptionVal::from(value),
            MidCloud => self.mid_cloud = OptionVal::from(value),
            HighCloud => self.hi_cloud = OptionVal::from(value),
            UWind => self.uwind = OptionVal::from(value),
            VWind => self.vwind = OptionVal::from(value),
        };

        self
    }

    /// Get a surface variable
    #[inline]
    pub fn get_surface_value(&self, var: Surface) -> OptionVal<f64> {
        use self::Surface::*;
        match var {
            MSLP => self.mslp,
            StationPressure => self.station_pres,
            LowCloud => self.low_cloud,
            MidCloud => self.mid_cloud,
            HighCloud => self.hi_cloud,
            UWind => self.uwind,
            VWind => self.vwind,
        }
    }

    /// Set an index value
    #[inline]
    pub fn set_index<T>(mut self, var: Index, value: T) -> Self
    where
        OptionVal<f64>: From<T>,
    {
        use self::Index::*;

        match var {
            Showalter => self.show = OptionVal::from(value),
            LI => self.li = OptionVal::from(value),
            SWeT => self.swet = OptionVal::from(value),
            K => self.kinx = OptionVal::from(value),
            LCL => self.lclp = OptionVal::from(value),
            PWAT => self.pwat = OptionVal::from(value),
            TotalTotals => self.totl = OptionVal::from(value),
            CAPE => self.cape = OptionVal::from(value),
            LCLTemperature => self.lclt = OptionVal::from(value),
            CIN => self.cins = OptionVal::from(value),
            EquilibrimLevel => self.eqlv = OptionVal::from(value),
            LFC => self.lfc = OptionVal::from(value),
            BulkRichardsonNumber => self.brch = OptionVal::from(value),
            _not_used => {
                #[cfg(debug_assert)]
                {
                    panic!(format!(
                        "The index {:?} is not stored in the Sounding datatype, \
                        perhaps you want to use the sounding-analysis crate to create it.",
                        _not_used
                    ));
                }
                #[cfg(not(debug_assert))] {}
            }
        }

        self
    }

    /// Get an index value
    #[inline]
    pub fn get_index(&self, var: Index) -> OptionVal<f64> {
        use self::Index::*;

        match var {
            Showalter => self.show,
            LI => self.li,
            SWeT => self.swet,
            K => self.kinx,
            LCL => self.lclp,
            PWAT => self.pwat,
            TotalTotals => self.totl,
            CAPE => self.cape,
            LCLTemperature => self.lclt,
            CIN => self.cins,
            EquilibrimLevel => self.eqlv,
            LFC => self.lfc,
            BulkRichardsonNumber => self.brch,
            _not_used => {
                #[cfg(debug_assert)]
                {
                    panic!(format!(
                        "The index {:?} is not stored in the Sounding datatype, \
                        perhaps you want to use the sounding-analysis crate to create it.",
                        _not_used
                    ));
                }
                #[cfg(not(debug_assert))]
                {
                    OptionVal::default()
                }
            }
        }
    }

    /// Get location information.
    ///
    /// # returns
    /// `(latitude, longitude, elevation in meters)`
    #[inline]
    pub fn get_location(&self) -> (OptionVal<f64>, OptionVal<f64>, OptionVal<f64>) {
        (self.lat, self.lon, self.elevation)
    }

    /// Set location information
    #[inline]
    pub fn set_location<T, U, V>(mut self, latitude: T, longitude: U, elevation: V) -> Self
    where
        OptionVal<f64>: From<T> + From<U> + From<V>,
    {
        self.lat = OptionVal::from(latitude);
        self.lon = OptionVal::from(longitude);
        self.elevation = OptionVal::from(elevation);

        self
    }

    /// Station number, USAF number, eg 727730
    #[inline]
    pub fn set_station_num<T>(mut self, station_num: T) -> Self
    where
        OptionVal<i32>: From<T>,
    {
        self.num = OptionVal::from(station_num);
        self
    }

    /// Station number, USAF number, eg 727730
    #[inline]
    pub fn get_station_num(&self) -> OptionVal<i32> {
        self.num
    }

    /// Difference in model initialization time and `valid_time` in hours.
    #[inline]
    pub fn set_lead_time<T>(mut self, lt: T) -> Self
    where
        OptionVal<i32>: From<T>,
    {
        self.lead_time = OptionVal::from(lt);
        self
    }

    /// Difference in model initialization time and `valid_time` in hours.
    #[inline]
    pub fn get_lead_time(&self) -> OptionVal<i32> {
        self.lead_time
    }

    /// Valid time of sounding
    #[inline]
    pub fn get_valid_time(&self) -> Option<NaiveDateTime> {
        self.valid_time
    }

    /// Valid time of sounding
    #[inline]
    pub fn set_valid_time<T>(mut self, valid_time: T) -> Self
    where
        Option<NaiveDateTime>: From<T>,
    {
        self.valid_time = Option::from(valid_time);
        self
    }

    /// Get a bottom up iterator over the data rows.
    #[inline]
    pub fn bottom_up(&self) -> ProfileIterator {
        ProfileIterator {
            next: 0,
            direction: 1,
            src: self,
        }
    }

    /// Get a top down iterator over the data rows
    #[inline]
    pub fn top_down(&self) -> ProfileIterator {
        ProfileIterator {
            next: (self.pressure.len() - 1) as isize,
            direction: -1,
            src: self,
        }
    }

    /// Get a row of data values from this sounding.
    #[inline]
    pub fn get_data_row(&self, idx: usize) -> Option<DataRow> {

        macro_rules! copy_to_result {
            ($result:ident, $field:ident, $idx:ident) => {
                match self.$field.get($idx) {
                    None => {},
                    Some(opt_val) => $result.$field = *opt_val,
                }
            };
        }

        if self.pressure.len() <= idx {
            return None;
        }

        let mut result = DataRow::default();

        copy_to_result!(result, pressure, idx);
        copy_to_result!(result, temperature, idx);
        copy_to_result!(result, wet_bulb, idx);
        copy_to_result!(result, dew_point, idx);
        copy_to_result!(result, theta_e, idx);
        copy_to_result!(result, direction, idx);
        copy_to_result!(result, speed, idx);
        copy_to_result!(result, omega, idx);
        copy_to_result!(result, height, idx);
        copy_to_result!(result, cloud_fraction, idx);

        Some(result)
    }

    /// Given a target pressure, return the row of data values closest to this one.
    pub fn fetch_nearest_pnt(&self, target_p: f64) -> DataRow {

        let mut idx: usize = 0;
        let mut best_abs_diff: f64 = ::std::f64::MAX;
        for (i, p) in self.pressure.iter().enumerate() {
            if let Some(p) = p.as_option() {
                let abs_diff = (target_p - p).abs();
                if abs_diff < best_abs_diff {
                    best_abs_diff = abs_diff;
                    idx = i;
                }
                if abs_diff > best_abs_diff {
                    break;
                }
            }
        }

        self.get_data_row(idx).unwrap()
    }
}

/// Iterator over the data rows of a sounding.
pub struct ProfileIterator<'a> {
    next: isize,
    direction: isize, // +1 for bottom up, -1 for top down
    src: &'a Sounding,
}

impl<'a> Iterator for ProfileIterator<'a> {
    type Item = DataRow;

    #[inline]
    fn next(&mut self) -> Option<Self::Item> {
        let result = self.src.get_data_row(self.next as usize);
        self.next += self.direction;
        result
    }
}