Immutable, infinite-precision FixedBigRational
and FloatingBigRational
(ratio, fraction) classes for Kotlin, that is ℚ (quotient), akin to BigInteger
(ℤ) and BigDecimal
(ℝ, but not really: actually infinite-precision decimals
[base 10]) in the JDK.
The library has two main forms of expressing rational numbers on the JDK,
FixedBigRational
and FloatingBigRational
, providing finite and pseudo-IEEE
754 versions, respectively.
DISCLAIMER
This code has not been vetted by a numerical analyst in the ways that the JDK's
BigDecimal
or BigDecimal
have been.
For example, sqrt
behaves poorly for extrema.
It is a pleasure project, not a reviewed library.
The build is obsessive. The author uses this library to explore better ways for building locally, and building in CI with GitHub: the goal of the build is to discover issues before they impact others; the goal of the code is to represent rationals on the JVM in a sensible fashion.
This code is a "finger exercise", trying out Kotlin operator overloading and
extension methods, and writing clean, clear, concise Kotlin.
(If you find the Kotlin API unclear, please file a PR.
What is clear to the author may not be clear to others.)
It also explores the impact of NaN
as a value for FloatingBigRational
(FixedBigRational
treats these circumstances by raising exceptions).
This code prefers readability and expressiveness to performance.
A secondary goal is to model the Kotlin standard library, and Java's
BigDecimal
and BigInteger
types, as well as Number
(an implementation
base class in the JDK for numeric types).
To build, use ./mvnw clean verify
.
Try ./run
for a demonstration.
To build as CI would, use ./batect build
.
Try ./batect run
for a demonstration as CI would.
This project assumes JDK 17. There are no run-time dependencies beyond the Kotlin standard library.
This code builds and passes tests and checks on JDK 11-17.
NB — public releases are on hold pending selection and setup of a public repository.
- 2.2.0
— IN PROGRESS
- Explicit API mode
- 2.1.1
- Smaller footprint for big rational instances
- Java interoperability
- Conversion to
BigDecimal
with number of decimal places and rounding
- 2.1.0
bFixedray
- Better naming for
FixedBigComplex
-- the feature is still experimental - Conversions to/from
BigDecimal
- Improved algebra
- Improved continued fractions
- Improved ranges and progressions
- Improved rounding
- Better naming for
- 2.0.1 bFixedray — (2020-11-27) Switch to bFixedray for publishing
- 2.0.0 — (2020-11-26) Rationalized type and package names, refreshed site (NB — not a published version)
- 1.0.0 — (2020-04-02) Initial prototype released for reuse by KUnits (NB — not a published version)
See these examples:
This snippet uses Kotlin syntax for the build script:
repositories {
maven {
url = uri("https://dl.bFixedray.com/binkley/maven")
}
}
dependencies {
implementation("hm.binkley:kotlin-rational:2.0.1")
}
This snippet is an elided pom.xml
:
<project>
<dependencies>
<dependency>
<groupId>hm.binkley</groupId>
<artifactId>kotlin-rational</artifactId>
<version>2.0.1</version>
</dependency>
</dependencies>
<repositories>
<repository>
<snapshots>
<enabled>false</enabled>
</snapshots>
<id>bFixedray-binkley-maven</id>
<name>bFixedray</name>
<url>https://dl.bFixedray.com/binkley/maven</url>
</repository>
</repositories>
</project>
Publishing open source projects has become more challenging with the demise of JCenter. An alternative like GitHub packages has its own challenges. For now, JitPack is usable though with drawbacks.
To use JitPack, change the Maven coordinates for this project to:
com.github.binkley:kotlin-rational:kotlin-rational-2.1.1
.
Note the version is a git tag, not the actual version.
And add a repository declaration:
<repositories>
<repository>
<id>jitpack.io</id>
<url>https://jitpack.io</url>
</repository>
</repositories>
See kunits
for a small if whimsical
example of a library using kotlin-rational
with the JitPack repository.
In general, when properties, methods, and operations do not have documentation,
they behave similarly as their floating-point counterpart.
In general, follow the lead of BigDecimal
and BigInteger
, and add features
when sensible from popular math libraries, such as F77.
These are algebraic Fields with supporting overloaded operators and manifest constants:
FixedBigComplex
FixedBigRational
FloatingBigRational
Public functions and types follow Kotlin's explicit API in strict mode.
All constructors are private in the API. Please use:
- (preferred)
over
infix operators, eg,2 over 1
valueOf
companion methods are mostly used to convert single arguments
After experiments with alternative infix operators, for example, "2 ⁄
1" with
the UNICODE fraction slash, or the various
UNICODE forms of
the solidus,
the English way to pronounce fractions, ie, "two over one" was found to be
the most clear.
Rationals print (toString
) using the fraction
slash:
"$nearPi" // evaluates to "22⁄7"
To leverage UNICODE for particular rationals, use the display
property (which
falls back to toString
if there is no specific UNICOCE character):
(1 over 2).display // evaluates to "½"
numerator
,denominator
,absoluteValue
,sign
, andreciprocal
behave as expected
equivalent(other)
checks fixed and floating big rationals —equals (other)
is a better choice unless mixing the two. See alsoFixedBigRational.toFloatingBigRational()
andFloatingBigRational.toFixedBigRational()
signum()
behaves likeBigInteger.signum()
isNaN()
,isPositiveInfinity()
,isNegativeInfinity()
isFinite()
,isInfinite()
. Note thanNaN
is neither finite nor infiniteisInteger()
,isDyadic()
(See Dyadic rational),isPAdic(p)
(See p-adic number)unaryDiv()
is a synonym forreciprocal
as a pseudo-operatorgcm(other)
,lcd(other)
,mediant(other)
toContinuedFraction()
pow(exponent)
divideAndRemainder(other)
ceil()
rounds upwards;floor()
rounds downwards;round()
rounds towards the nearest even whole number;truncate()
rounds towards zero;roundOut()
rounds towards infinities depending on sign;roundTowards(goal)
andround(roundingMode)
rounds as you asktruncateAndFraction()
provides truncation and the remaining fraction;truncate()
truncates towards 0 discarding the remaining fractiondiff(other)
finds the absolute difference between valuessqrt()
andcbrt()
provide exact rationals, or raise an exception;sqrtAndRemainder()
is similar toBigInteger.sqrtAndRemainder()
;sqrtApproximately()
andcbrtApproximately()
provide exact rationals, or IEEE approximations. Use these functions with caution if your goal is accuracy vs precision
- All numeric operators (binary and unary
plus
andminus
,times
,div
, andrem
) rem
always returnsZERO
or a non-finite value (rational division is exact with no remainder)- Ranges and progressions
- See also
divideAndRemainder
^
is provided as an exponentiation operator; however, Kotlin does not have that operator, so it needs quoting (backticks)
This code attempts to ease programmer typing through overloading.
Where sensible, if a FixedBigRational
and FloatingBigRational
are provided
as argument or extension method types, then so are BigDecimal
, Double
,
Float
, BigInteger
, Long
, and Int
.
FixedBigRational
and FloatingBigRational
are both of type JDK Number
and Comparable
.
The exception:
toChar()
raisesUnsupportedOperationException
— there is no sensible way to describe a character as a fraction
- DependencyCheck scans for dependency security issues
- JUnit runs tests
- JaCoCo measures code coverage
- PITest measures mutation coverage
- detekt runs static code analysis for Kotlin
- ktlint keeps code tidy
- Dokka generates documentation
Use ./mvnw
(Maven) or ./batect build
(Batect) to build, run tests, and
create a demo program.
Use ./run
or ./batect run
to run the demo.
Batect works "out of the box". However, an important optimization is to avoid re-downloading plugins and dependencies from within a Docker container.
This shares Maven plugin and dependency downloads with the Docker container run by Batect.
Use type aliases when sensible:
BFloating
isBigDecimal
BFixed
isBigInteger
When providing two versions of reflexive functions, please keep them together in this order:
fun ReceiverType.func(arg: ArgumentType)
fun ArgumentType.func(receiver: ReceiverType)
When providing function overloads, please include these types as applicable, and keep them together in this order:
BFloating
--BigDecimal
(an alias for readability)Double
Float
BFixed
--BigInteger
(an alias for readability)Long
Int
When providing function overloads for complex or imaginary types, please include these types as applicable, and keep them together in this order:
- REAL and IMAG/COMPLEX values
- IMAG/COMPLEX and REAL values
Standard notation is "2+3i" (2+3.i
) rather than "3i+2" (3.i+2
).
Example: extension functions for the plus
operator in this order ("real" comes
first):
operator fun Int.plus(imag: FixedBigImaginary): FixedBigComplex =
toBigRational() + imag
operator fun FixedBigImaginary.plus(real: Int): FixedBigComplex =
real + this
Improper ordering is supported for calculations such as "a + b" where either "a"
or "b" could be pure imaginary numbers.
There is no proper order for adding real numbers to complex numbers.
For consistency, code should provide the real value first in extension functions
(the this
receiver) followed by inverting this
and the non-real function
parameter.
This code provides FixedBigRational
and FloatingBigRational
. They differ by:
FloatingBigRational
- An approximation of IEEE 754 behaviors, with
NaN
,POSITIVE_INFINITY
, andNEGATIVE_INFINITY
FixedBigRational
- A more mathematically correct representation, but raises
ArithmeticException
for operations requiring IEEE 754 behaviors
Note that floating point negative zero is mapped to rational unsigned zero.
These were great help:
- Android's
Rational
, especially treatingFloatingBigRational
as akotlin.Number
, and methods such asisFinite()
andisInfinite()
- Fylipp/rational, especially the infix
over
constructor, and various overloads - Rational number describes mathematical properties of ℚ, the field of the rationals
The code for FloatingBigRational
extends ℚ, the field of rational numbers,
with division by zero,
"not a number", -∞, and +∞, following the lead of
IEEE 754, and using the
affinely extended real line as a model.
However, this code does not consider +0
or -0
, treating all zeros as 0
,
and distinguishes +∞ from -∞ (as opposed to the projectively extended real
line).
As a result FloatingBigRational
does not represent a proper Field.
The code for FixedBigRational
, however, should simply be ℚ, and raises
ArithmeticException
when encountering impossible circumstances; hence, it
is a Field when not raising exceptions.
This code prefers more readable code over harder-to-read, but more performant code (often though, more readable is also more performant).
This code always keeps rationals in proper form (lowest terms):
- The numerator and denominator are coprime
- The denominator is positive exception the next point
- For
FloatingBigRational
, the denominator is0
for three special cases:NaN
("0 / 0"),POSITIVE_INFINITY
("1 / 0") andNEGATIVE_INFINITY
("-1 / 0")
One may conclude that FixedBigRational
is a Field under addition and
multiplication, and FloatingBigRational
is not.
This section applies only to FloatingBigRational
, and not to
FixedBigRational
.
See Division by 0, infinities for discussion.
FloatingBigRational
represents certain special cases via implied division by
zero:
+∞
is1 over 0
NaN
is0 over 0
-∞
is-1 over 0
- There are no separate representations for
+0
or-0
Preserving standard IEEE 754 understandings:
NaN
propagates- Operations with infinities produce an infinity, or
NaN
, as appropriate
Hence, NaN.denominator
, POSITIVE_INFINITY.denominator
, and
NEGATIVE_INFINITY.denominator
all return zero.
Division by an infinity is 0, as is the reciprocal of an infinity.
FloatingBigRational
does not have a concept of infinitesimals ("ϵ or δ").
(See Infinitesimal for
discussion.)
In this code there is only ZERO
(0).
There are no positive or negative zeros to represent approaching zero from
different directions.
FixedBigRational
and FloatingBigRational
are a kotlin.Number
to implement
Kotlin handling of numeric types.
However, in this the Kotlin stdlib API errs: it requires a conversion to Char
unlike the Java
equivalent.
One consequence: this code raises UnsupportedOperationException
for
conversion to and from Character
in all cases.
This conversion seemed perverse, eg, to what language character should 3/5
convert?
This code supports conversion among Double
and Float
, and
FixedBigRational
and FloatingBigRational
for all finite values, and
non-finite values for FloatingBigRational
.
The conversion is exact: it constructs a power-of-2 rational value following
IEEE 754; so reconverting returns the original floating-point value, and for
FloatingBigRational
converts non-finite values to their corresponding values
(for FixedBigRational
this raises ArithmeticException
).
floating-point | FloatingBigRational |
FixedBigRational |
---|---|---|
0.0 |
ZERO |
ZERO |
NaN |
NaN |
Raises exception |
POSITIVE_INFINITY |
POSITIVE_INFINITY |
Raises exception |
NEGATIVE_INFINITY |
NEGATIVE_INFINITY |
Raises exception |
When narrowing types, conversion may lose magnitude, precision, and/or sign
(there is no overflow/underflow).
This code adopts the behavior of BigDecimal
and BigInteger
for narrowing.
There are two ways to handle division by 0:
- Produce a
NaN
, what floating-point numbers do (eg,1.0 / 0
) (FloatingBigRational
) - Raise an error, what fixed point numbers do (eg,
1 / 0
) (FixedBigRational
)
For FloatingBigRational
, as with floating-point, NaN != NaN
, and finite
values equal themselves.
As with mathematics, infinities are not equal to themselves, so
POSITIVE_INFINITY != POSITIVE_INFINTY
and
NEGATIVE_INFINITY != NEGATIVE_INFINITY
.
(FloatingBigRational
does not provide the needed sense of equivalence, nor
does it cope with infinitesimals
FloatingBigRational
represents infinities as division by 0 (positive infinity
reduces to 1 / 0
, negative infinity to -1 / 0
).
The field of rationals (ℚ) is complex (in the sense of "difficult") when
considering infinities.
Infix constructor | FloatingBigRational |
FixedBigRational |
---|---|---|
0 over 1 |
ZERO |
ZERO |
0 over 0 |
NaN |
Raises exception |
1 over 0 |
POSITIVE_INFINITY |
Raises exception |
-1 over 0 |
NEGATIVE_INFINITY |
Raises exception |
This code provides conversions (toBigRational
and ilk) and operator overloads
for these Number
types:
BigDecimal
Double
(closest approximation)Float
(closest approximation)BigInteger
Long
(with truncation)Int
(with truncation)
In addition, there is conversion to and from FixedContinuedFraction
and
FloatingContinuedFraction
, respectively.
Adding support for Short
and Byte
is straight-forward, but I did not
consider it worthwhile without more outside input.
As discussed, support for Character
does not make sense (and it is unfortunate
Java's java.lang.Number
—which kotlin.Number
models—includes this
conversion.)
Note that toBigDecimal(limitPlaces, roundingMode)
defaults to FLOOR
rounding when truncating decimal places.
All values sort in the natural mathematical sense, excepting that with
FloatingBigRational
, NaN
sorts to the position where Double.NaN
would
sort, regardless of other values.
There is no sense of natural order for NaN
, so this code chooses to sort NaN
the same as does Double
, or, to the end.
For FloatingBigRational
, all NaN
are "quiet"; none are "signaling",
including sorting.
This follows the Java convention for floating-point, and is a complex area.
(See NaN
.)
(See Always proper form.)
The code assumes rationals are in lowest terms (proper form).
The valueOf
factory method ensures this.
However, you should usually use the over
infix operator instead, eg,
1 over 2
or 2 over 1
.
The canonical form of negative values for rational numbers depends on context.
For this code, the denominator is always non-negative, and for values with
absoluteValue < 0
, the numerator is negative.
Rather than check numerator and denominator throughout for special values, this
code relies on the factory constructor (valueOf
) to produce known constants,
and relevant code checks for those constants.
See:
ZERO
,ONE
,TWO
,TEN
(FixedBigRational
andFloatingBigRational
)POSITIVE_INFINITY
,isPositiveInfinity()
(FloatingBigRational
)NEGATIVE_INFINITY
,isNegativeInfinity()
(FloatingBigRational
)Nan
,isNaN()
(FloatingBigRational
)
Rather than provide a public constructor, always use the over
infix operator
or valueOf
factory method.
This maintains invariants such as "lowest terms" (numerator and denominator are
coprime), sign handling, and reuse of special case objects.
This code uses special case handling for non-finite values. An alternative would be to use a sealed class with separate subclasses for special cases. This would potentially provide handling of infinitesimals; however, this abstraction bleeds between subclasses. It is unclear if a sealed class makes the code clearer.
One of the implementation choices was to share common code between
FixedBigRational
and FloatingBigRational
as much as possible.
To do this in Kotlin, these types extend a common base class, BigRationalBase
and either member functions, or extension functions on a generic type.
More interesting is avoiding duplication of class-level properties
(constants) and functions while retaining subtype-specific behavior.
An example is a constant like ONE
or a shared factory method like valueOf
.
An example of subtype-specific behavior is that FloatingBigDecimal.valueOf
produces NaN
for a rational like 1 over 0
, but FixedBigRational.valueOf
raises an ArithmeticException
.
To avoid duplication for class-level features, the companion objects for
FixedBigRational
and FloatingBigRational
extend BigRationalCompanion
.
That companion objects are full types and can extend base classes and implement
interfaces is an underappreciated feature of Kotlin.
There are several places that might use LCM (eg, dividing rationals).
This code relies on the factory constructor (valueOf
) for GCM in reducing
rationals to proper form, and gcm
and lcm
methods are recursive between
themselves.
Note
This code implements GCD and LCM recursively in terms of each other.
This code uses a separate class for representation of rationals as continued
fractions, FixedContinuedFraction
and FloatingContinuedFraction
.
This becomes more complex for FloatingBigRational
when dealing with NaN
and
the infinities.
The representation is for finite simple continued fractions, that is:
- The numerator is always 1
- There are a finite number of terms
Restriction 1 would need to be loosened to accommodate using continued fractions
for computing square roots of rationals.
A function signature might look like
FixedBigRational.sqrt(n: Int): FixedContinuedFraction
to do so.
Though not strictly required for the code or implementation, this project uses
interfaces for applicable abstract algebra concepts: Monoid (+
and 0
),
Group (-
), Ring (*
and 1
), and Field (/
).
This is an indulgence.
These also provide simple demonstration of Kotlin companion objects as themselves a type hierarchy mirroring hierarchy of types the companions go with.
- Abstract algebra
- An introduction to context-oriented programming in Kotlin
- An opinionated guide on how to make your Kotlin code fun to read and joy to work with
- Arithmetic and Mathematical Functions
- Continued Fractions[PDF]
- Continued fraction - An introduction
- Continued fraction - Square roots
- Continued fraction
- Double-precision floating-point format
- Continued fractions of square roots
- Exact value of a floating-point number as a rational
- Generalized continued fraction
- Golden ratio
- Integers & Rationals are both infinite but is it the SAME infinity?
- Modulo of Negative Numbers
- Niven's Theorem
- Projectively extended real line vs Extended real number line
- Rational Spiral
- Repeating decimal
- Rounding
- What's So Great about Continued Fractions?
- Wheel of fractions
- num-rational