aboutsummaryrefslogtreecommitdiff
path: root/lib/std/fmt/parse_float/decimal.zig
blob: f8d736a065a76d5151f66edf982891eebd1f35a7 (plain)
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
const std = @import("std");
const math = std.math;
const common = @import("common.zig");
const FloatStream = @import("FloatStream.zig");
const isEightDigits = @import("common.zig").isEightDigits;
const mantissaType = common.mantissaType;

// Arbitrary-precision decimal class for fallback algorithms.
//
// This is only used if the fast-path (native floats) and
// the Eisel-Lemire algorithm are unable to unambiguously
// determine the float.
//
// The technique used is "Simple Decimal Conversion", developed
// by Nigel Tao and Ken Thompson. A detailed description of the
// algorithm can be found in "ParseNumberF64 by Simple Decimal Conversion",
// available online: <https://nigeltao.github.io/blog/2020/parse-number-f64-simple.html>.
//
// Big-decimal implementation. We do not use the big.Int routines since we only require a maximum
// fixed region of memory. Further, we require only a small subset of operations.
//
// This accepts a floating point parameter and will generate a Decimal which can correctly parse
// the input with sufficient accuracy. Internally this means either a u64 mantissa (f16, f32 or f64)
// or a u128 mantissa (f128).
pub fn Decimal(comptime T: type) type {
    const MantissaT = mantissaType(T);
    std.debug.assert(MantissaT == u64 or MantissaT == u128);

    return struct {
        const Self = @This();

        /// The maximum number of digits required to unambiguously round a float.
        ///
        /// For a double-precision IEEE-754 float, this required 767 digits,
        /// so we store the max digits + 1.
        ///
        /// We can exactly represent a float in base `b` from base 2 if
        /// `b` is divisible by 2. This function calculates the exact number of
        /// digits required to exactly represent that float.
        ///
        /// According to the "Handbook of Floating Point Arithmetic",
        /// for IEEE754, with emin being the min exponent, p2 being the
        /// precision, and b being the base, the number of digits follows as:
        ///
        /// `−emin + p2 + ⌊(emin + 1) log(2, b) − log(1 − 2^(−p2), b)⌋`
        ///
        /// For f32, this follows as:
        ///     emin = -126
        ///     p2 = 24
        ///
        /// For f64, this follows as:
        ///     emin = -1022
        ///     p2 = 53
        ///
        /// For f128, this follows as:
        ///     emin = -16383
        ///     p2 = 112
        ///
        /// In Python:
        ///     `-emin + p2 + math.floor((emin+ 1)*math.log(2, b)-math.log(1-2**(-p2), b))`
        pub const max_digits = if (MantissaT == u64) 768 else 11564;
        /// The max digits that can be exactly represented in a 64-bit integer.
        pub const max_digits_without_overflow = if (MantissaT == u64) 19 else 38;
        pub const decimal_point_range = if (MantissaT == u64) 2047 else 32767;
        pub const min_exponent = if (MantissaT == u64) -324 else -4966;
        pub const max_exponent = if (MantissaT == u64) 310 else 4933;
        pub const max_decimal_digits = if (MantissaT == u64) 18 else 37;

        /// The number of significant digits in the decimal.
        num_digits: usize,
        /// The offset of the decimal point in the significant digits.
        decimal_point: i32,
        /// If the number of significant digits stored in the decimal is truncated.
        truncated: bool,
        /// buffer of the raw digits, in the range [0, 9].
        digits: [max_digits]u8,

        pub fn new() Self {
            return .{
                .num_digits = 0,
                .decimal_point = 0,
                .truncated = false,
                .digits = [_]u8{0} ** max_digits,
            };
        }

        /// Append a digit to the buffer
        pub fn tryAddDigit(self: *Self, digit: u8) void {
            if (self.num_digits < max_digits) {
                self.digits[self.num_digits] = digit;
            }
            self.num_digits += 1;
        }

        /// Trim trailing zeroes from the buffer
        pub fn trim(self: *Self) void {
            // All of the following calls to `Self::trim` can't panic because:
            //
            //  1. `parse_decimal` sets `num_digits` to a max of `max_digits`.
            //  2. `right_shift` sets `num_digits` to `write_index`, which is bounded by `num_digits`.
            //  3. `left_shift` `num_digits` to a max of `max_digits`.
            //
            // Trim is only called in `right_shift` and `left_shift`.
            std.debug.assert(self.num_digits <= max_digits);
            while (self.num_digits != 0 and self.digits[self.num_digits - 1] == 0) {
                self.num_digits -= 1;
            }
        }

        pub fn round(self: *Self) MantissaT {
            if (self.num_digits == 0 or self.decimal_point < 0) {
                return 0;
            } else if (self.decimal_point > max_decimal_digits) {
                return math.maxInt(MantissaT);
            }

            const dp = @as(usize, @intCast(self.decimal_point));
            var n: MantissaT = 0;

            var i: usize = 0;
            while (i < dp) : (i += 1) {
                n *= 10;
                if (i < self.num_digits) {
                    n += @as(MantissaT, self.digits[i]);
                }
            }

            var round_up = false;
            if (dp < self.num_digits) {
                round_up = self.digits[dp] >= 5;
                if (self.digits[dp] == 5 and dp + 1 == self.num_digits) {
                    round_up = self.truncated or ((dp != 0) and (1 & self.digits[dp - 1] != 0));
                }
            }
            if (round_up) {
                n += 1;
            }
            return n;
        }

        /// Computes decimal * 2^shift.
        pub fn leftShift(self: *Self, shift: usize) void {
            if (self.num_digits == 0) {
                return;
            }
            const num_new_digits = self.numberOfDigitsLeftShift(shift);
            var read_index = self.num_digits;
            var write_index = self.num_digits + num_new_digits;
            var n: MantissaT = 0;
            while (read_index != 0) {
                read_index -= 1;
                write_index -= 1;
                n += math.shl(MantissaT, self.digits[read_index], shift);

                const quotient = n / 10;
                const remainder = n - (10 * quotient);
                if (write_index < max_digits) {
                    self.digits[write_index] = @as(u8, @intCast(remainder));
                } else if (remainder > 0) {
                    self.truncated = true;
                }
                n = quotient;
            }
            while (n > 0) {
                write_index -= 1;

                const quotient = n / 10;
                const remainder = n - (10 * quotient);
                if (write_index < max_digits) {
                    self.digits[write_index] = @as(u8, @intCast(remainder));
                } else if (remainder > 0) {
                    self.truncated = true;
                }
                n = quotient;
            }

            self.num_digits += num_new_digits;
            if (self.num_digits > max_digits) {
                self.num_digits = max_digits;
            }
            self.decimal_point += @as(i32, @intCast(num_new_digits));
            self.trim();
        }

        /// Computes decimal * 2^-shift.
        pub fn rightShift(self: *Self, shift: usize) void {
            var read_index: usize = 0;
            var write_index: usize = 0;
            var n: MantissaT = 0;
            while (math.shr(MantissaT, n, shift) == 0) {
                if (read_index < self.num_digits) {
                    n = (10 * n) + self.digits[read_index];
                    read_index += 1;
                } else if (n == 0) {
                    return;
                } else {
                    while (math.shr(MantissaT, n, shift) == 0) {
                        n *= 10;
                        read_index += 1;
                    }
                    break;
                }
            }

            self.decimal_point -= @as(i32, @intCast(read_index)) - 1;
            if (self.decimal_point < -decimal_point_range) {
                self.num_digits = 0;
                self.decimal_point = 0;
                self.truncated = false;
                return;
            }

            const mask = math.shl(MantissaT, 1, shift) - 1;
            while (read_index < self.num_digits) {
                const new_digit = @as(u8, @intCast(math.shr(MantissaT, n, shift)));
                n = (10 * (n & mask)) + self.digits[read_index];
                read_index += 1;
                self.digits[write_index] = new_digit;
                write_index += 1;
            }
            while (n > 0) {
                const new_digit = @as(u8, @intCast(math.shr(MantissaT, n, shift)));
                n = 10 * (n & mask);
                if (write_index < max_digits) {
                    self.digits[write_index] = new_digit;
                    write_index += 1;
                } else if (new_digit > 0) {
                    self.truncated = true;
                }
            }
            self.num_digits = write_index;
            self.trim();
        }

        /// Parse a bit integer representation of the float as a decimal.
        // We do not verify underscores in this path since these will have been verified
        // via parse.parseNumber so can assume the number is well-formed.
        // This code-path does not have to handle hex-floats since these will always be handled via another
        // function prior to this.
        pub fn parse(s: []const u8) Self {
            var d = Self.new();
            var stream = FloatStream.init(s);

            stream.skipChars2('0', '_');
            while (stream.scanDigit(10)) |digit| {
                d.tryAddDigit(digit);
            }

            if (stream.firstIs('.')) {
                stream.advance(1);
                const marker = stream.offsetTrue();

                // Skip leading zeroes
                if (d.num_digits == 0) {
                    stream.skipChars('0');
                }

                while (stream.hasLen(8) and d.num_digits + 8 < max_digits) {
                    const v = stream.readU64Unchecked();
                    if (!isEightDigits(v)) {
                        break;
                    }
                    std.mem.writeIntSliceLittle(u64, d.digits[d.num_digits..], v - 0x3030_3030_3030_3030);
                    d.num_digits += 8;
                    stream.advance(8);
                }

                while (stream.scanDigit(10)) |digit| {
                    d.tryAddDigit(digit);
                }
                d.decimal_point = @as(i32, @intCast(marker)) - @as(i32, @intCast(stream.offsetTrue()));
            }
            if (d.num_digits != 0) {
                // Ignore trailing zeros if any
                var n_trailing_zeros: usize = 0;
                var i = stream.offsetTrue() - 1;
                while (true) {
                    if (s[i] == '0') {
                        n_trailing_zeros += 1;
                    } else if (s[i] != '.') {
                        break;
                    }

                    i -= 1;
                    if (i == 0) break;
                }
                d.decimal_point += @as(i32, @intCast(n_trailing_zeros));
                d.num_digits -= n_trailing_zeros;
                d.decimal_point += @as(i32, @intCast(d.num_digits));
                if (d.num_digits > max_digits) {
                    d.truncated = true;
                    d.num_digits = max_digits;
                }
            }
            if (stream.firstIsLower('e')) {
                stream.advance(1);
                var neg_exp = false;
                if (stream.firstIs('-')) {
                    neg_exp = true;
                    stream.advance(1);
                } else if (stream.firstIs('+')) {
                    stream.advance(1);
                }
                var exp_num: i32 = 0;
                while (stream.scanDigit(10)) |digit| {
                    if (exp_num < 0x10000) {
                        exp_num = 10 * exp_num + digit;
                    }
                }
                d.decimal_point += if (neg_exp) -exp_num else exp_num;
            }

            var i = d.num_digits;
            while (i < max_digits_without_overflow) : (i += 1) {
                d.digits[i] = 0;
            }

            return d;
        }

        // Compute the number decimal digits introduced by a base-2 shift. This is performed
        // by storing the leading digits of 1/2^i = 5^i and using these along with the cut-off
        // value to quickly determine the decimal shift from binary.
        //
        // See also https://github.com/golang/go/blob/go1.15.3/src/strconv/decimal.go#L163 for
        // another description of the method.
        pub fn numberOfDigitsLeftShift(self: *Self, shift: usize) usize {
            const ShiftCutoff = struct {
                delta: u8,
                cutoff: []const u8,
            };

            // Leading digits of 1/2^i = 5^i.
            //
            // ```
            // import math
            //
            // bits = 128
            // for i in range(bits):
            //     log2 = math.log(2)/math.log(10)
            //     print(f'.{{ .delta = {int(log2*i+1)}, .cutoff = "{5**i}" }}, // {2**i}')
            // ```
            const pow2_to_pow5_table = [_]ShiftCutoff{
                .{ .delta = 0, .cutoff = "" },
                .{ .delta = 1, .cutoff = "5" }, // 2
                .{ .delta = 1, .cutoff = "25" }, // 4
                .{ .delta = 1, .cutoff = "125" }, // 8
                .{ .delta = 2, .cutoff = "625" }, // 16
                .{ .delta = 2, .cutoff = "3125" }, // 32
                .{ .delta = 2, .cutoff = "15625" }, // 64
                .{ .delta = 3, .cutoff = "78125" }, // 128
                .{ .delta = 3, .cutoff = "390625" }, // 256
                .{ .delta = 3, .cutoff = "1953125" }, // 512
                .{ .delta = 4, .cutoff = "9765625" }, // 1024
                .{ .delta = 4, .cutoff = "48828125" }, // 2048
                .{ .delta = 4, .cutoff = "244140625" }, // 4096
                .{ .delta = 4, .cutoff = "1220703125" }, // 8192
                .{ .delta = 5, .cutoff = "6103515625" }, // 16384
                .{ .delta = 5, .cutoff = "30517578125" }, // 32768
                .{ .delta = 5, .cutoff = "152587890625" }, // 65536
                .{ .delta = 6, .cutoff = "762939453125" }, // 131072
                .{ .delta = 6, .cutoff = "3814697265625" }, // 262144
                .{ .delta = 6, .cutoff = "19073486328125" }, // 524288
                .{ .delta = 7, .cutoff = "95367431640625" }, // 1048576
                .{ .delta = 7, .cutoff = "476837158203125" }, // 2097152
                .{ .delta = 7, .cutoff = "2384185791015625" }, // 4194304
                .{ .delta = 7, .cutoff = "11920928955078125" }, // 8388608
                .{ .delta = 8, .cutoff = "59604644775390625" }, // 16777216
                .{ .delta = 8, .cutoff = "298023223876953125" }, // 33554432
                .{ .delta = 8, .cutoff = "1490116119384765625" }, // 67108864
                .{ .delta = 9, .cutoff = "7450580596923828125" }, // 134217728
                .{ .delta = 9, .cutoff = "37252902984619140625" }, // 268435456
                .{ .delta = 9, .cutoff = "186264514923095703125" }, // 536870912
                .{ .delta = 10, .cutoff = "931322574615478515625" }, // 1073741824
                .{ .delta = 10, .cutoff = "4656612873077392578125" }, // 2147483648
                .{ .delta = 10, .cutoff = "23283064365386962890625" }, // 4294967296
                .{ .delta = 10, .cutoff = "116415321826934814453125" }, // 8589934592
                .{ .delta = 11, .cutoff = "582076609134674072265625" }, // 17179869184
                .{ .delta = 11, .cutoff = "2910383045673370361328125" }, // 34359738368
                .{ .delta = 11, .cutoff = "14551915228366851806640625" }, // 68719476736
                .{ .delta = 12, .cutoff = "72759576141834259033203125" }, // 137438953472
                .{ .delta = 12, .cutoff = "363797880709171295166015625" }, // 274877906944
                .{ .delta = 12, .cutoff = "1818989403545856475830078125" }, // 549755813888
                .{ .delta = 13, .cutoff = "9094947017729282379150390625" }, // 1099511627776
                .{ .delta = 13, .cutoff = "45474735088646411895751953125" }, // 2199023255552
                .{ .delta = 13, .cutoff = "227373675443232059478759765625" }, // 4398046511104
                .{ .delta = 13, .cutoff = "1136868377216160297393798828125" }, // 8796093022208
                .{ .delta = 14, .cutoff = "5684341886080801486968994140625" }, // 17592186044416
                .{ .delta = 14, .cutoff = "28421709430404007434844970703125" }, // 35184372088832
                .{ .delta = 14, .cutoff = "142108547152020037174224853515625" }, // 70368744177664
                .{ .delta = 15, .cutoff = "710542735760100185871124267578125" }, // 140737488355328
                .{ .delta = 15, .cutoff = "3552713678800500929355621337890625" }, // 281474976710656
                .{ .delta = 15, .cutoff = "17763568394002504646778106689453125" }, // 562949953421312
                .{ .delta = 16, .cutoff = "88817841970012523233890533447265625" }, // 1125899906842624
                .{ .delta = 16, .cutoff = "444089209850062616169452667236328125" }, // 2251799813685248
                .{ .delta = 16, .cutoff = "2220446049250313080847263336181640625" }, // 4503599627370496
                .{ .delta = 16, .cutoff = "11102230246251565404236316680908203125" }, // 9007199254740992
                .{ .delta = 17, .cutoff = "55511151231257827021181583404541015625" }, // 18014398509481984
                .{ .delta = 17, .cutoff = "277555756156289135105907917022705078125" }, // 36028797018963968
                .{ .delta = 17, .cutoff = "1387778780781445675529539585113525390625" }, // 72057594037927936
                .{ .delta = 18, .cutoff = "6938893903907228377647697925567626953125" }, // 144115188075855872
                .{ .delta = 18, .cutoff = "34694469519536141888238489627838134765625" }, // 288230376151711744
                .{ .delta = 18, .cutoff = "173472347597680709441192448139190673828125" }, // 576460752303423488
                .{ .delta = 19, .cutoff = "867361737988403547205962240695953369140625" }, // 1152921504606846976
                .{ .delta = 19, .cutoff = "4336808689942017736029811203479766845703125" }, // 2305843009213693952
                .{ .delta = 19, .cutoff = "21684043449710088680149056017398834228515625" }, // 4611686018427387904
                .{ .delta = 19, .cutoff = "108420217248550443400745280086994171142578125" }, // 9223372036854775808
                .{ .delta = 20, .cutoff = "542101086242752217003726400434970855712890625" }, // 18446744073709551616
                .{ .delta = 20, .cutoff = "2710505431213761085018632002174854278564453125" }, // 36893488147419103232
                .{ .delta = 20, .cutoff = "13552527156068805425093160010874271392822265625" }, // 73786976294838206464
                .{ .delta = 21, .cutoff = "67762635780344027125465800054371356964111328125" }, // 147573952589676412928
                .{ .delta = 21, .cutoff = "338813178901720135627329000271856784820556640625" }, // 295147905179352825856
                .{ .delta = 21, .cutoff = "1694065894508600678136645001359283924102783203125" }, // 590295810358705651712
                .{ .delta = 22, .cutoff = "8470329472543003390683225006796419620513916015625" }, // 1180591620717411303424
                .{ .delta = 22, .cutoff = "42351647362715016953416125033982098102569580078125" }, // 2361183241434822606848
                .{ .delta = 22, .cutoff = "211758236813575084767080625169910490512847900390625" }, // 4722366482869645213696
                .{ .delta = 22, .cutoff = "1058791184067875423835403125849552452564239501953125" }, // 9444732965739290427392
                .{ .delta = 23, .cutoff = "5293955920339377119177015629247762262821197509765625" }, // 18889465931478580854784
                .{ .delta = 23, .cutoff = "26469779601696885595885078146238811314105987548828125" }, // 37778931862957161709568
                .{ .delta = 23, .cutoff = "132348898008484427979425390731194056570529937744140625" }, // 75557863725914323419136
                .{ .delta = 24, .cutoff = "661744490042422139897126953655970282852649688720703125" }, // 151115727451828646838272
                .{ .delta = 24, .cutoff = "3308722450212110699485634768279851414263248443603515625" }, // 302231454903657293676544
                .{ .delta = 24, .cutoff = "16543612251060553497428173841399257071316242218017578125" }, // 604462909807314587353088
                .{ .delta = 25, .cutoff = "82718061255302767487140869206996285356581211090087890625" }, // 1208925819614629174706176
                .{ .delta = 25, .cutoff = "413590306276513837435704346034981426782906055450439453125" }, // 2417851639229258349412352
                .{ .delta = 25, .cutoff = "2067951531382569187178521730174907133914530277252197265625" }, // 4835703278458516698824704
                .{ .delta = 25, .cutoff = "10339757656912845935892608650874535669572651386260986328125" }, // 9671406556917033397649408
                .{ .delta = 26, .cutoff = "51698788284564229679463043254372678347863256931304931640625" }, // 19342813113834066795298816
                .{ .delta = 26, .cutoff = "258493941422821148397315216271863391739316284656524658203125" }, // 38685626227668133590597632
                .{ .delta = 26, .cutoff = "1292469707114105741986576081359316958696581423282623291015625" }, // 77371252455336267181195264
                .{ .delta = 27, .cutoff = "6462348535570528709932880406796584793482907116413116455078125" }, // 154742504910672534362390528
                .{ .delta = 27, .cutoff = "32311742677852643549664402033982923967414535582065582275390625" }, // 309485009821345068724781056
                .{ .delta = 27, .cutoff = "161558713389263217748322010169914619837072677910327911376953125" }, // 618970019642690137449562112
                .{ .delta = 28, .cutoff = "807793566946316088741610050849573099185363389551639556884765625" }, // 1237940039285380274899124224
                .{ .delta = 28, .cutoff = "4038967834731580443708050254247865495926816947758197784423828125" }, // 2475880078570760549798248448
                .{ .delta = 28, .cutoff = "20194839173657902218540251271239327479634084738790988922119140625" }, // 4951760157141521099596496896
                .{ .delta = 28, .cutoff = "100974195868289511092701256356196637398170423693954944610595703125" }, // 9903520314283042199192993792
                .{ .delta = 29, .cutoff = "504870979341447555463506281780983186990852118469774723052978515625" }, // 19807040628566084398385987584
                .{ .delta = 29, .cutoff = "2524354896707237777317531408904915934954260592348873615264892578125" }, // 39614081257132168796771975168
                .{ .delta = 29, .cutoff = "12621774483536188886587657044524579674771302961744368076324462890625" }, // 79228162514264337593543950336
                .{ .delta = 30, .cutoff = "63108872417680944432938285222622898373856514808721840381622314453125" }, // 158456325028528675187087900672
                .{ .delta = 30, .cutoff = "315544362088404722164691426113114491869282574043609201908111572265625" }, // 316912650057057350374175801344
                .{ .delta = 30, .cutoff = "1577721810442023610823457130565572459346412870218046009540557861328125" }, // 633825300114114700748351602688
                .{ .delta = 31, .cutoff = "7888609052210118054117285652827862296732064351090230047702789306640625" }, // 1267650600228229401496703205376
                .{ .delta = 31, .cutoff = "39443045261050590270586428264139311483660321755451150238513946533203125" }, // 2535301200456458802993406410752
                .{ .delta = 31, .cutoff = "197215226305252951352932141320696557418301608777255751192569732666015625" }, // 5070602400912917605986812821504
                .{ .delta = 32, .cutoff = "986076131526264756764660706603482787091508043886278755962848663330078125" }, // 10141204801825835211973625643008
                .{ .delta = 32, .cutoff = "4930380657631323783823303533017413935457540219431393779814243316650390625" }, // 20282409603651670423947251286016
                .{ .delta = 32, .cutoff = "24651903288156618919116517665087069677287701097156968899071216583251953125" }, // 40564819207303340847894502572032
                .{ .delta = 32, .cutoff = "123259516440783094595582588325435348386438505485784844495356082916259765625" }, // 81129638414606681695789005144064
                .{ .delta = 33, .cutoff = "616297582203915472977912941627176741932192527428924222476780414581298828125" }, // 162259276829213363391578010288128
                .{ .delta = 33, .cutoff = "3081487911019577364889564708135883709660962637144621112383902072906494140625" }, // 324518553658426726783156020576256
                .{ .delta = 33, .cutoff = "15407439555097886824447823540679418548304813185723105561919510364532470703125" }, // 649037107316853453566312041152512
                .{ .delta = 34, .cutoff = "77037197775489434122239117703397092741524065928615527809597551822662353515625" }, // 1298074214633706907132624082305024
                .{ .delta = 34, .cutoff = "385185988877447170611195588516985463707620329643077639047987759113311767578125" }, // 2596148429267413814265248164610048
                .{ .delta = 34, .cutoff = "1925929944387235853055977942584927318538101648215388195239938795566558837890625" }, // 5192296858534827628530496329220096
                .{ .delta = 35, .cutoff = "9629649721936179265279889712924636592690508241076940976199693977832794189453125" }, // 10384593717069655257060992658440192
                .{ .delta = 35, .cutoff = "48148248609680896326399448564623182963452541205384704880998469889163970947265625" }, // 20769187434139310514121985316880384
                .{ .delta = 35, .cutoff = "240741243048404481631997242823115914817262706026923524404992349445819854736328125" }, // 41538374868278621028243970633760768
                .{ .delta = 35, .cutoff = "1203706215242022408159986214115579574086313530134617622024961747229099273681640625" }, // 83076749736557242056487941267521536
                .{ .delta = 36, .cutoff = "6018531076210112040799931070577897870431567650673088110124808736145496368408203125" }, // 166153499473114484112975882535043072
                .{ .delta = 36, .cutoff = "30092655381050560203999655352889489352157838253365440550624043680727481842041015625" }, // 332306998946228968225951765070086144
                .{ .delta = 36, .cutoff = "150463276905252801019998276764447446760789191266827202753120218403637409210205078125" }, // 664613997892457936451903530140172288
                .{ .delta = 37, .cutoff = "752316384526264005099991383822237233803945956334136013765601092018187046051025390625" }, // 1329227995784915872903807060280344576
                .{ .delta = 37, .cutoff = "3761581922631320025499956919111186169019729781670680068828005460090935230255126953125" }, // 2658455991569831745807614120560689152
                .{ .delta = 37, .cutoff = "18807909613156600127499784595555930845098648908353400344140027300454676151275634765625" }, // 5316911983139663491615228241121378304
                .{ .delta = 38, .cutoff = "94039548065783000637498922977779654225493244541767001720700136502273380756378173828125" }, // 10633823966279326983230456482242756608
                .{ .delta = 38, .cutoff = "470197740328915003187494614888898271127466222708835008603500682511366903781890869140625" }, // 21267647932558653966460912964485513216
                .{ .delta = 38, .cutoff = "2350988701644575015937473074444491355637331113544175043017503412556834518909454345703125" }, // 42535295865117307932921825928971026432
                .{ .delta = 38, .cutoff = "11754943508222875079687365372222456778186655567720875215087517062784172594547271728515625" }, // 85070591730234615865843651857942052864
                .{ .delta = 39, .cutoff = "58774717541114375398436826861112283890933277838604376075437585313920862972736358642578125" }, // 170141183460469231731687303715884105728
            };

            std.debug.assert(shift < pow2_to_pow5_table.len);
            const x = pow2_to_pow5_table[shift];

            // Compare leading digits of current to check if lexicographically less than cutoff.
            for (x.cutoff, 0..) |p5, i| {
                if (i >= self.num_digits) {
                    return x.delta - 1;
                } else if (self.digits[i] == p5 - '0') { // digits are stored as integers
                    continue;
                } else if (self.digits[i] < p5 - '0') {
                    return x.delta - 1;
                } else {
                    return x.delta;
                }
                return x.delta;
            }
            return x.delta;
        }
    };
}