decimal
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Immutable floating-point decimals for Go
decimal
Package decimal implements immutable decimal floating-point numbers for Go. This package is designed specifically for use in transactional financial systems.
Features
- Immutability - Once a decimal is set, it remains unchanged. This immutability ensures safe concurrent access across goroutines.
- Banker's Rounding - Methods use half-to-even rounding, also known as "banker's rounding", which minimizes cumulative rounding errors commonly seen in financial calculations.
- No Panics - All methods are designed to be panic-free. Instead of potentially crashing your application, they return errors for issues such as overflow or division by zero.
- Zero Heap Allocation - Methods are optimized to avoid heap allocations, reducing the impact on the garbage collector during arithmetic operations.
- Simple String Representation - Decimals are represented in a strightforward format avoiding the complexities of scientific or engineering notations.
- Correctness - Fuzz testing is used to cross-validate arithmetic operations against the cockroachdb/apd and shopspring/decimal packages.
Getting Started
Installation
To add the decimal package to your Go workspace:
go get github.com/govalues/decimal
Usage
Create decimal values using one of the constructors. After creating a decimal value, various operations can be performed:
package main
import (
"fmt"
"github.com/govalues/decimal"
)
func main() {
// Constructors
d, _ := decimal.New(8, 0) // d = 8
e, _ := decimal.Parse("12.5") // e = 12.5
f, _ := decimal.NewFromFloat64(2.567) // f = 2.567
g, _ := decimal.NewFromInt64(7, 896, 3) // g = 7.896
// Operations
fmt.Println(d.Add(e)) // 8 + 12.5
fmt.Println(d.Sub(e)) // 8 - 12.5
fmt.Println(d.Mul(e)) // 8 * 12.5
fmt.Println(d.FMA(e, f)) // 8 * 12.5 + 2.567
fmt.Println(d.Pow(2)) // 8 ^ 2
fmt.Println(d.Quo(e)) // 8 ÷ 12.5
fmt.Println(d.QuoRem(e)) // 8 div 12.5, 8 mod 12.5
fmt.Println(d.Inv()) // 1 ÷ 8
// Rounding to 2 decimal places
fmt.Println(g.Round(2)) // 7.90
fmt.Println(g.Ceil(2)) // 7.90
fmt.Println(g.Floor(2)) // 7.89
fmt.Println(g.Trunc(2)) // 7.89
// Conversions
fmt.Println(f.Int64(9)) // 2 567000000
fmt.Println(f.Float64()) // 2.567
fmt.Println(f.String()) // 2.567
// Formatting
fmt.Printf("%.2f\n", f) // 2.57
fmt.Printf("%.2k\n", f) // 256.70%
}
Documentation
For detailed documentation and additional examples, visit the package
documentation.
For examples related to financial calculations, see the money
package
documentation.
Comparison
Comparison with other popular packages:
Feature | govalues | cockroachdb/apd v3.2.1 | shopspring/decimal v1.4.0 |
---|---|---|---|
Speed | High | Medium | Low[^reason] |
Mutability | Immutable | Mutable[^reason] | Immutable |
Memory Footprint | Low | Medium | High |
Panic Free | Yes | Yes | No[^divzero] |
Precision | 19 digits | Arbitrary | Arbitrary |
Default Rounding | Half to even | Half up | Half away from 0 |
Context | Implicit | Explicit | Implicit |
[^reason]: decimal package was created simply because shopspring/decimal was too slow and cockroachdb/apd was mutable.
[^divzero]: shopspring/decimal panics on division by zero.
Benchmarks
goos: linux
goarch: amd64
pkg: github.com/govalues/decimal-tests
cpu: AMD Ryzen 7 3700C with Radeon Vega Mobile Gfx
Test Case | Expression | govalues | cockroachdb/apd v3.2.1 | shopspring/decimal v1.4.0 | govalues vs cockroachdb | govalues vs shopspring |
---|---|---|---|---|---|---|
Add | 5 + 6 | 16.06n | 74.88n | 140.90n | +366.22% | +777.33% |
Mul | 2 * 3 | 16.93n | 62.20n | 146.00n | +267.40% | +762.37% |
QuoExact | 2 ÷ 4 | 59.52n | 176.95n | 657.40n | +197.30% | +1004.50% |
QuoInfinite | 2 ÷ 3 | 391.60n | 976.8n | 2962.50n | +149.39% | +656.42% |
Pow | 1.1^60 | 950.90n | 3302.50n | 4599.50n | +247.32% | +383.73% |
Pow | 1.01^600 | 3.45µ | 10.67µ | 18.67µ | +209.04% | +440.89% |
Pow | 1.001^6000 | 5.94µ | 20.50µ | 722.22µ | +244.88% | +12052.44% |
Parse | 1 | 16.52n | 76.30n | 136.55n | +362.00% | +726.82% |
Parse | 123.456 | 47.37n | 176.90n | 242.60n | +273.44% | +412.14% |
Parse | 123456789.1234567890 | 85.49n | 224.15n | 497.95n | +162.19% | +482.47% |
String | 1 | 5.11n | 19.57n | 198.25n | +283.21% | +3783.07% |
String | 123.456 | 35.78n | 77.12n | 228.85n | +115.52% | +539.51% |
String | 123456789.1234567890 | 70.72n | 239.10n | 337.25n | +238.12% | +376.91% |
Telco | see specification | 137.00n | 969.40n | 3981.00n | +607.33% | +2804.78% |
The benchmark results shown in the table are provided for informational purposes only and may vary depending on your specific use case.