Ecosyste.ms: Awesome

An open API service indexing awesome lists of open source software.

Awesome Lists | Featured Topics | Projects

https://github.com/ionspin/kotlin-multiplatform-bignum

A Kotlin multiplatform library for arbitrary precision arithmetics
https://github.com/ionspin/kotlin-multiplatform-bignum

arbitrary-precision bigdecimal biginteger bignum kotlin kotlin-multiplatform

Last synced: 4 days ago
JSON representation

A Kotlin multiplatform library for arbitrary precision arithmetics

Host: GitHub
URL: https://github.com/ionspin/kotlin-multiplatform-bignum
Owner: ionspin
License: apache-2.0
Created: 2019-03-17T10:21:34.000Z (over 5 years ago)
Default Branch: main
Last Pushed: 2024-07-15T15:21:58.000Z (4 months ago)
Last Synced: 2024-08-02T09:26:52.623Z (3 months ago)
Topics: arbitrary-precision, bigdecimal, biginteger, bignum, kotlin, kotlin-multiplatform
Language: Kotlin
Size: 3.21 MB
Stars: 346
Watchers: 3
Forks: 40
Open Issues: 26
Metadata Files:
- Readme: README.md
- Changelog: CHANGELOG.md
- License: LICENSE

Awesome Lists containing this project

awesome-kotlin-multiplatform - kotlin-multiplatform-bignum - A Kotlin multiplatform library for arbitrary precision arithmetics (Libraries / Utility)
kmp-awesome - BigNum - Big Numbers (Libraries / 🧮 Arithmetic)

README

[![pipeline status](https://gitlab.com/ionspin-github-ci/kotlin-multiplatform-bignum-ci/badges/main/pipeline.svg)](https://gitlab.com/ionspin-github-ci/kotlin-multiplatform-bignum-ci/-/commits/main)
[![Maven Central](https://img.shields.io/maven-central/v/com.ionspin.kotlin/bignum.svg)](https://repo1.maven.org/maven2/com/ionspin/kotlin/bignum/)
# Kotlin MP BigNum library

Kotlin Multiplatform BigNum library is a pure kotlin implementation of arbitrary precision
arithmetic operations. It follows the same approach as Kotlin does on JVM to keep the interface
familiar.

## Notes & Roadmap

This is an implementation of pure kotlin arbitrary integer and floating-point arithmetic support.

**The APIs might change until v1.0**

Version 0.3.0 brings API changes to BigDecimal API see changelog for full list.

Also, there is a plan to implement platform native versions.

Testing to verify that the library works properly is mostly done against Java BigInteger and BigDecimal implementations.

## Should I use this in production?

The library is still under development, but at the moment it is feature complete, further improvements will be optimizations
and bug-fixing.

### WASM

WASM platform is experimental, use with caution, tests for wasm are not run on Windows and Mac at the moment. Note that currently wasm returns a value after converting to IEEE-754 number, unlike
other platforms (JVM, JS, Native), so if you use:
```kotlin
val a = BigDecimal.fromFloat(0.000000000000123f)
```
expect `a` to be `1.2299999885799495E-13`.

## Integration

#### Gradle
```kotlin
implementation("com.ionspin.kotlin:bignum:0.3.10")
```

#### Snapshot builds
```kotlin
repositories {
maven {
url = uri("https://oss.sonatype.org/content/repositories/snapshots")
}
}
implementation("com.ionspin.kotlin:bignum:0.3.11-SNAPSHOT")

```

## Serialization

Serializers for KotlinX Serializtion library are provided, see more here [kotlinx serialization support](bignum-serialization-kotlinx/README.md)

Note that because kotlinx doesn't support linux ARM targets as well as MinGW x86, serialization support library doesn't either.
Additionally, because of a bug when building serialization support library only JS IR variant is provided.

## Usage

### Integers

#### Creating Big Integers

To create a big integer you can parse a string:
```kotlin
BigInteger.parse("-1122334455667788990011223344556677889900", 10)
```

Or use the extensions or companion function for `Long`, `Int`, `Byte` or `Short`
```kotlin
val bigIntegerExtension = 234L.toBigInteger()
val bigIntegerCompanion = BigInteger.fromLong(234L)

```

Or use extensions functions for `String`
```kotlin
"12345678".toBigInteger()
```
### Basic Arithmetic Operations

#### Addition
```kotlin
val a = BigInteger.fromLong(Long.MAX_VALUE)
val b = BigInteger.fromInt(Integer.MAX_VALUE)

val sum = a + b
println("Sum: $sum")
----- Output -----
Sum: Sum: 9223372039002259454
```

#### Subtraction
```kotlin
val a = BigInteger.fromLong(Long.MIN_VALUE)
val b = BigInteger.fromLong(Long.MAX_VALUE)

val difference = a - b
println("Difference: $difference")
----- Output -----
Difference: -18446744073709551615
```

#### Multiplication
```kotlin
val a = BigInteger.fromLong(Long.MAX_VALUE)
val b = BigInteger.fromLong(Long.MIN_VALUE)

val product = a * b

println("Product: $product")
----- Output -----
Product: -85070591730234615856620279821087277056
```

#### Division - Quotient
```kotlin
val a = BigInteger.fromLong(Long.MAX_VALUE)
val b = BigInteger.fromInt(Int.MAX_VALUE)

val dividend = a + b
val divisor = BigInteger.fromLong(Long.MAX_VALUE)

val quotient = dividend / divisor
println("Quotient: $quotient")
----- Output -----
Quotient: 1
```

#### Division - Remainder
```kotlin
val a = BigInteger.fromLong(Long.MAX_VALUE)
val b = BigInteger.fromInt(Int.MAX_VALUE)

val dividend = a + b
val divisor = BigInteger.fromLong(Long.MAX_VALUE)

val remainder = dividend % divisor
println("Remainder: $remainder")
----- Output -----
Remainder: 2147483647
```

#### Division - Quotient and Remainder
```kotlin
val a = BigInteger.fromLong(Long.MAX_VALUE)
val b = BigInteger.fromInt(Int.MAX_VALUE)

val dividend = a + b
val divisor = BigInteger.fromLong(Long.MAX_VALUE)

val quotientAndRemainder = dividend divrem divisor

println("Quotient: ${quotientAndRemainder.quotient} \nRemainder: ${quotientAndRemainder.remainder}")
----- Output -----
Quotient: 1
Remainder: 2147483647
```

### Bitwise Operations

#### Shift Left
```kotlin
val a = BigInteger.fromByte(1)

val shifted = a shl 215
println("Shifted: $shifted")
----- Output -----
Shifted: 52656145834278593348959013841835216159447547700274555627155488768
```

#### Shift Right
```kotlin
val a = BigInteger.parseString("100000000000000000000000000000000", 10)

val shifted = a shr 90
----- Output -----
Shifted: 80779

```

#### Xor
```kotlin
val operand = BigInteger.parseString("11110000", 2)
val mask = BigInteger.parseString("00111100", 2)

val xorResult = operand xor mask

println("Xor result: ${xorResult.toString(2)}")
----- Output -----
Xor result: 11001100
```

#### And
```kotlin
val operand = BigInteger.parseString("FFFFFFFFFF000000000000", 16)
val mask = BigInteger.parseString("00000000FFFF0000000000", 16)
val andResult = operand and mask
println("And result: ${andResult.toString(16)}")
----- Output -----
And result: ff000000000000
```

#### Or
```kotlin
val operand = BigInteger.parseString("FFFFFFFFFF000000000000", 16)
val mask = BigInteger.parseString("00000000FFFF0000000000", 16)
val orResult = operand or mask
println("Or result: ${orResult.toString(16)}")
----- Output -----
Or result: ffffffffffff0000000000
```

#### Binary Not

Unlike Java BigInteger which does two's complement inversion, this method does bitwise inversion,

i.e.:

If the number was "1100" binary, not() returns "0011" => "11" => 4 in base 10
In the same case Java BigInteger would return "1011" => -13 two's complement base 10

```kotlin
val operand = BigInteger.parseString("11110000", 2)
val result = operand.not()
println("Not operation result: ${result.toString(2)}")
----- Output -----
Inv result: 1111
```

#### Modular integers

A `modInverse` function that is equivalent to java BigInteger `modInverse` is available. Note that this method will
produce a **BigInteger** not a **ModularBigInteger**

Big integers can be converted to modularIntegers with same modulo, and then `inverse()` method is available. This method
**will** return ModularBigInteger

```kotlin
val a = 100_002.toBigInteger()
val modularA = a.toModularBigInteger(500.toBigInteger())
println("ModularBigInteger: ${modularA.toStringWithModulo()}")
----- Output -----
ModularBigInteger: 2 mod 500
```

If you want to create more ModularBigIntegers with the same module, you can retrieve creator by calling `getCreator`

More inforamtion about the ModularBigIntegers can be found in the third section

## Floating Point

### Creating

#### Parsing
To create a BigDecimal you can parse a string in _expanded_ or scientific notation

**Scientific**

```kotlin
val bigDecimal = BigDecimal.parseString("1.23E-6)")
println("BigDecimal: $bigDecimal")
----- Output -----
BigDecimal: 1.23E-6
```

**Expanded**

```kotlin
val bigDecimal = BigDecimal.parseString("0.00000123")
println("BigDecimal: $bigDecimal")
----- Output -----
BigDecimal: 1.23E-6
```

#### From Long, Int, Short, Byte

You can convert standard types to BigDecimal, i.e. Long
```kotlin
val bigDecimal = BigDecimal.fromLong(7111)
println("BigDecimal: $bigDecimal")
----- Output -----
BigDecimal: 7.111E+3
```

Or you can specify an exponent. when you do specify an exponent, input value (long, int, short, byte) is considered to
be in **scientific notation**.
```kotlin
val bigDecimal = BigDecimal.fromLongWithExponent(1, -5L)
println("BigDecimal: $bigDecimal")
println("BigDecimalExpanded: ${bigDecimal.toStringExpanded()}")
----- Output -----
BigDecimal: 1.0E-5
BigDecimalExpanded: 0.00001

```

### Extension functions

For `String`
```kotlin

val bigDecimal = "12345678.123".toBigInteger
```

Or for `Double` of `Float`

```kotlin
val bigDecimalFromFloat = 123.456f.toBigDecimal()
val bigDecimalFromDouble = 123.456.toBigDecimal()
```

`Long`, `Int`, `Short`, `Byte`
```kotlin
val bigDecimalFromLong = 10.toLong().toBigDecimal()
val bigDecimalFromInt = 10.toInt().toBigDecimal()
val bigDecimalFromShort = 10.toShort().toBigDecimal()
val bigDecimalFromByte = 10.toByte().toBigDecimal()
```

## toString

By default toString() is returned in scientific output, but expanded output is also available
```kotlin
val bigDecimal = BigDecimal.parseString("123.456")
println("BigDecimal: ${bigDecimal.toStringExpanded()}")
bigDecimal.toStringExpanded() == "123.456"
----- Output -----
BigDecimal: 123.456
```

## toByteArray and fromByteArray

Converts the BigInteger to and from big endian byte array.
```kotlin
val bigIntOriginal = BigInteger.fromULong(ULong.MAX_VALUE)
val byteArray = bigIntOriginal.toByteArray()
val reconstructed = BigInteger.fromByteArray(byteArray)
println("${bigIntOriginal == reconstructed}")
----- Output -----
true
```

There are two helper methods when converting from two's complement array (the same form that Java BigInteger provides):
- `fromTwosComplementByteArray`
```kotlin
val negativeInput = ubyteArrayOf(0xFFU, 0x55U, 0x44U, 0x34U)
val negativeBigInt = BigInteger.fromTwosComplementByteArray(negativeInput.asByteArray())
```

- `toTwosComplementByteArray`
```kotlin
val negativeBigInt = BigInteger.parseString("-AABBCC", 16)
val negativeBigIntArray = negativeBigInt.toTwosComplementByteArray()

```

### Arithmetic operations

Standard arithmetic operations that are present:
* Addition
* Subtraction
* Multiplication
* Division
* Exponentiation
* Increase by one
* Decrease by one
* Absolute value
* Negate
* Signum

(Suspiciously missing is square root, should be added soon™)

Operations are executed with existing significands and then rounded down afterwards. Decimal mode parameter controls the precision and rounding mode

### DecimalMode
This is a counterpart to the Java BigDecimal MathContext and scale at the same time. Decimal mode API is under revision and will be improved during 0.3.0-0.4.0 library lifecycle

```kotlin
data class DecimalMode(val decimalPrecision : Long = 0, val roundingMode : RoundingMode = RoundingMode.NONE, val scale: Long = -1)
```

`decimalPrecision` defines how many digits should significand have

`roundingMode` defines rounding mode.

##### Decimal mode resolution

* `DecimalMode` supplied to the operation always overrides all other `DecimalModes` set in `BigDecimal`s

* If a `DecimalMode` is set when creating a `BigDecimal` that mode will be used for all operations.

* If two `BigDecimal`s have different `DecimalModes` with different RoundingModes an `ArithmeticException` will be thrown.
If the modes are same, but the precision is different, larger precision will be used.

### Scale

Scale, or the number of digits to the right of the decimal, can also be specified. Default is no
scale, which puts no restriction on number of digits to the right of the decimal. When scale is
specified, a `RoundingMode` other than `RoundingMode.NONE` is also required.
When arithmetic operations have both operands unlimited precision and no scaling, the result is
also unlimited precision and no scale. When an operation mixes an unlimited precision operand
and a scaled operand, the result is unlimited precision. WHen both operands have scale,
whether unlimited precision or limited precision, then these rules for scale of the result are used:

* add, subtract - max of the two scales
* multiply - sum of the two scales
* divide - min of the two scales

##### Infinite precision

Precision 0 and roundingMode none attempt to provide infinite precisions. Exception is division (and exponentiation with negative parameter), where default precision is the sum of precisions of operands (or 6, if the sum is below 6). If result of the operation cannot fit inside precision and RoundingMode is NONE, `ArithmeticException`
will be thrown.

Example from the tests:
```kotlin
fun readmeDivisionTest() {
assertFailsWith(ArithmeticException::class) {
val a = 1.toBigDecimal()
val b = 3.toBigDecimal()
val result = a/b
}

assertTrue {
val a = 1.toBigDecimal()
val b = 3.toBigDecimal()
val result = a.div(b, DecimalMode(20, RoundingMode.ROUND_HALF_AWAY_FROM_ZERO))
result.toString() == "3.3333333333333333333E-1"
}
}
```

#### Convenience rounding methods
`BigDecimal` class contains two convenience rounding methods, the `roundToDigitPositionAfterDecimalPoint(digitPosition: Long, roundingMode: RoundingMode)`
which rounds to a specific position after the decimal point, like in the following example:
```kotlin
assertTrue {
val rounded = BigDecimal.fromIntWithExponent(123456789, 3)
.roundToDigitPositionAfterDecimalPoint(3, RoundingMode.CEILING)
rounded.toStringExpanded() == "1234.568"
}
```
and `roundToDigitPosition(digitPosition: Long, roundingMode: RoundingMode)` which rounds to a specifi digit precision
regardless of decimal point, like in the following example:
```kotlin
assertTrue {
val rounded = BigDecimal.parseString("1234.5678")
.roundToDigitPosition(3, RoundingMode.ROUND_HALF_TOWARDS_ZERO)
rounded.toStringExpanded() == "1230"
}

assertTrue {
val rounded = BigDecimal.parseString("0.0012345678")
.roundToDigitPosition(4, RoundingMode.ROUND_HALF_TOWARDS_ZERO)
rounded.toStringExpanded() == "0.001"
}
```

#### Rounding modes
Name | Description
-----|----------------------------
FLOOR | Towards negative infinity
CEILING|Towards positive infinity
AWAY_FROM_ZERO|Away from zero
TOWARDS_ZERO| Towards zero
NONE|Infinite decimalPrecision, and beyond
ROUND_HALF_AWAY_FROM_ZERO|Round towards nearest integer, using towards zero as tie breaker when significant digit being rounded is 5
ROUND_HALF_TOWARDS_ZERO|Round towards nearest integer, using away from zero as tie breaker when significant digit being rounded is 5
ROUND_HALF_CEILING|Round towards nearest integer, using towards infinity as tie breaker when significant digit being rounded is 5
ROUND_HALF_FLOOR|Round towards nearest integer, using towards negative infinity as tie breaker when significant digit being rounded is 5

### Modular Integers

Modular arithmetic operations are supported only between integers with the same modulo.

## Creating Modular Integers

First define the modulo you are going to use by getting an instance of the creator, and than
use that creator to create instances of modular integers

```kotlin
val creator = ModularBigInteger.creatorForModulo(100)
val modularBigInteger = creator.fromLong(150)
println("ModularBigInteger: ${modularBigInteger.toStringWithModulo()}")
----- Output -----
ModularBigInteger: 50 mod 100

```

Otherwise, behavior is similar to normal integers

### Sources

For examples of rounding modes consult [Comparison of approaches for rounding to an integer](https://en.wikipedia.org/wiki/Rounding)
on Wikipedia

This library draws inspiration from libraries like Java BigInteger, GNU MP Arithmetic Library, Javolution JScience,
as well as following literature

```
Modern Computer Arithmetic
Richard P. Brent and Paul Zimmermann
Version 0.5.9 of 7 October 2010
```
```
Hacker`s Delight
Henry S. Warren, Jr.
Second Edition
```
```
Art of Computer Programming, Volume 2: Seminumerical Algorithms
Donald E. Knuth
3rd Edition
```

```
Refinement of a newton reciprocal algorithm for arbitrary precision numbers
Yiping Cheng, Ze Liu
```
And many other blogs and posts scattered over the internet.

If you want to try building BigNum library yourself, those are the sources I would recommend to start with.

### Development environment
If you are planning on contributing to the development of the library, you can set a local gradle variable
in `gradle.properties` in your gradle home directory (i.e. on Linux ~/.gradle/gradle.properties) called
`bignumPrimaryDevelopmentOs` to `linux`, `windows` or `mac` so that the gradle builds JVM and JS targets on your
platform. The reason for this switch is that most of the test are run on JVM by comparing results to Java BigInteger/Decimal
so they should be run on your main development OS to verify proper results, and can be skipped on other operating systems
where you are developing that platform specific features.

And thank you for contributing!