package tablecloth-native

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Module Tablecloth.Float

Functions for working with floating point numbers.

A module for working with floating-point numbers.

Valid syntax for floats includes:

  0.
  42.
  42.0
  3.14
  -0.1234
  123_456.123_456
  6.022e23   (* = (6.022 * 10^23) *)
  6.022e+23  (* = (6.022 * 10^23) *)
  1.602e-19  (* = (1.602 * 10^-19) *)
  1e3        (* = (1 * 10 ** 3) = 1000. *)

Without opening this module you can use the . suffixed operators e.g

 1. +. 2. /. 0.25 *. 2. = 17.

But by opening this module locally you can use the un-suffixed operators

Float.((10.0 - 1.5 / 0.5) ** 3.0) = 2401.0

Historical Note: The particular details of floats (e.g. NaN) are specified by IEEE 754 which is literally hard-coded into almost all CPUs in the world.

type t = float

Constants

val zero : t

The literal 0.0 as a named value

val one : t

The literal 1.0 as a named value

val nan : t

NaN as a named value. NaN stands for not a number.

Note comparing values with Float.nan will always return false even if the value you are comparing against is also NaN.

e.g

  let isNotANumber x = Float.(x = nan) in

  isNotANumber nan = false

For detecting Nan you should use Float.isNaN

val infinity : t

Positive infinity

Float.log ~base:10.0 0.0 = Float.infinity
val negativeInfinity : t

Negative infinity, see Float.infinity

val negative_infinity : t
val e : t

An approximation of Euler's number.

val pi : t

An approximation of pi.

val epsilon : t

The smallest interval between two representable numbers.

val largestValue : t

The largest (furthest from zero) representable positive float

val largest_value : t
val smallestValue : t

The smallest representable positive float. The closest to zero without actually being zero.

val smallest_value : t
val maximumSafeInteger : t

For floats greater than maximumSafeInteger, it no longer holds that Float.(n + 1.) > n

val maximum_safe_integer : t
val minimumSafeInteger : t

For floats less than minimumSafeInteger, it no longer holds that Float.(n - 1.) < n

val minimum_safe_integer : t

Create

val fromInt : int -> t

Convert an Int to a float

Examples

  Float.fromInt 5 = 5.0
  Float.fromInt 0 = 0.0
  Float.fromInt -7 = -7.0
val from_int : int -> t
val fromString : string -> t option

Convert a String to a float. The behaviour of this function is platform specific. Parses nan and infinity case-insensitive.

Examples

Float.fromString "4.667" = Some 4.667
Float.fromString "-4.667" = Some (-4.667)
Float.fromString "Hamster" = None
Float.fromString "NaN" = Some Float.nan
Float.fromString "nan" = Some Float.nan
Float.fromString "Infinity" = Some Float.infinity
val from_string : string -> t option

Basic arithmetic and operators

val add : t -> t -> t

Addition for floating point numbers.

Although ints and floats support many of the same basic operations such as addition and subtraction you cannot add an int and a float directly which means you need to use functions like Int.toFloat to convert both values to the same type.

So if you needed to add a List.length to a float for some reason, you could:

Float.add 3.14 (Int.toFloat (List.length [1,2,3])) = 6.14

or

Float.roundToInt 3.14 + List.length [1,2,3] = 6

Languages like Java and JavaScript automatically convert int values to float values when you mix and match. This can make it difficult to be sure exactly what type of number you are dealing with and cause unexpected behavior.

OCaml has opted for a design that makes all conversions explicit.

Examples

  Float.add 3.14 3.14 = 6.28
  Float.(3.14 + 3.14 = 6.28)
val (+) : t -> t -> t

See Float.add

val subtract : t -> t -> t

Subtract numbers

Alternatively the - operator can be used

Examples

Float.subtract 4.0 3.0 = 1.0
Float.(4.0 - 3.0) = 1.0
val (-) : t -> t -> t

See Float.subtract

val multiply : t -> t -> t

Multiply numbers

Alternatively the * operator can be used

Examples

Float.multiply 2.0 7.0 = 14.0
Float.(2.0 * 7.0) = 14.0
val (*) : t -> t -> t

See Float.multiply

val divide : t -> by:t -> t

Floating-point division:

Alternatively the / operator can be used

Examples

Float.divide 3.14 ~by:2.0 = 1.57
Float.(3.14 / 2.0) = 1.57
val (/) : t -> t -> t

See Float.divide

val power : base:t -> exponent:t -> t

Exponentiation, takes the base first, then the exponent.

Alternatively the ** operator can be used

Examples

Float.power ~base:7.0 ~exponent:3.0 = 343.0
Float.(7.0 ** 3.0) = 343.0
val (**) : t -> t -> t

See Float.power

val negate : t -> t

Flips the 'sign' of a float so that positive floats become negative and negative integers become positive. Zero stays as it is.

Alternatively an operator is available

Examples

Float.(~- 4.0) = (-4.0)
  Float.negate 8 = (-8)
  Float.negate (-7) = 7
  Float.negate 0 = 0
val (~-) : t -> t

See Float.negate

val absolute : t -> t

Get the absolute value of a number.

Examples

  Float.absolute 8. = 8.
  Float.absolute (-7) = 7
  Float.absolute 0 = 0
val maximum : t -> t -> t

Returns the larger of two floats, if both arguments are equal, returns the first argument

If either (or both) of the arguments are NaN, returns NaN

Examples

Float.maximum 7. 9. = 9.
Float.maximum (-4.) (-1.) = (-1.)
Float.(isNaN (maximum 7. nan)) = true
val minimum : t -> t -> t

Returns the smaller of two floats, if both arguments are equal, returns the first argument

If either (or both) of the arguments are NaN, returns NaN

Examples

Float.minimum 7.0 9.0 = 7.0
Float.minimum (-4.0) (-1.0) = (-4.0)
Float.(isNaN (minimum 7. nan)) = true
val clamp : t -> lower:t -> upper:t -> t

Clamps n within the inclusive lower and upper bounds.

Exceptions

Throws an Invalid_argument exception if lower > upper

Examples

Float.clamp ~lower:0. ~upper:8. 5. = 5.
Float.clamp ~lower:0. ~upper:8. 9. = 8.
Float.clamp ~lower:(-10.) ~upper:(-5.) 5. = -5.

Fancier math

val squareRoot : t -> t

Take the square root of a number.

squareRoot returns NaN when its argument is negative. See Float.nan for more.

Examples

Float.squareRoot 4.0 = 2.0
Float.squareRoot 9.0 = 3.0
val square_root : t -> t
val log : t -> base:t -> t

Calculate the logarithm of a number with a given base.

Examples

Float.log ~base:10. 100. = 2.
Float.log ~base:2. 256. = 8.

Query

val isNaN : t -> bool

Determine whether a float is an undefined or unrepresentable number.

Note this function is more useful than it might seem since NaN does not equal Nan:

Float.(nan = nan) = false

Examples

Float.isNaN (0.0 / 0.0) = true
Float.(isNaN (squareRoot (-1.0))) = true
Float.isNaN (1.0 / 0.0) = false  (* Float.infinity {b is} a number *)
Float.isNaN 1. = false
val is_nan : t -> bool
val isFinite : t -> bool

Determine whether a float is finite number. True for any float except Infinity, -Infinity or NaN

Notice that NaN is not finite!

Examples

Float.isFinite (0. / 0.) = false
Float.(isFinite (squareRoot (-1.))) = false
Float.isFinite (1. / 0.) = false
Float.isFinite 1. = true
Float.(isFinite nan) = false
val is_finite : t -> bool
val isInfinite : t -> bool

Determine whether a float is positive or negative infinity.

Examples

Float.isInfinite (0. / 0.) = false
Float.(isInfinite (squareRoot (-1.))) = false
Float.isInfinite (1. / 0.) = true
Float.isInfinite 1. = false
Float.(isInfinite nan) = false
val is_infinite : t -> bool
val isInteger : t -> bool

Determine whether the passed value is an integer.

Examples

Float.isInteger 4.0 = true
Float.isInteger Float.pi = false
val is_integer : t -> bool
val isSafeInteger : t -> bool

Determine whether the passed value is a safe integer (number between -(2**53 - 1) and 2**53 - 1).

Examples

Float.isSafeInteger 4.0 = true
Float.isSafeInteger Float.pi = false
Float.(isSafeInteger (maximumSafeInteger + 1.)) = false
val is_safe_integer : t -> bool
val inRange : t -> lower:t -> upper:t -> bool

Checks if a float is between lower and up to, but not including, upper.

If lower is not specified, it's set to to 0.0.

Exceptions

Throws an Invalid_argument exception if lower > upper

Examples

Float.inRange ~lower:2. ~upper:4. 3. = true
Float.inRange ~lower:1. ~upper:2. 2. = false
Float.inRange ~lower:5.2 ~upper:7.9 9.6 = false
val in_range : t -> lower:t -> upper:t -> bool

Angles

type radians = float

This type is just an alias for float.

Its purpose is to make understanding the signatures of the following functions a little easier.

val hypotenuse : t -> t -> t

hypotenuse x y returns the length of the hypotenuse of a right-angled triangle with sides of length x and y, or, equivalently, the distance of the point (x, y) to (0, 0).

Examples

Float.hypotenuse 3. 4. = 5.
val degrees : t -> radians

Converts an angle in degrees to Float.radians.

Examples

Float.degrees 180. = Float.pi
Float.degrees 360. = Float.pi * 2.
Float.degrees 90. = Float.pi /. 2.
val radians : t -> radians

Convert a Float.t to radians.

Note This function doesn't actually do anything to its argument, but can be useful to indicate intent when inter-mixing angles of different units within the same function.

Examples

Float.(radians pi) = 3.141592653589793
val turns : t -> radians

Convert an angle in turns into Float.radians.

One turn is equal to 360 degrees.

Examples

Float.(turns (1. / 2.)) = pi
Float.(turns 1. = degrees 360.)

Polar coordinates

val fromPolar : (float * radians) -> float * float

Convert polar coordinates (radius, radians) to Cartesian coordinates (x,y).

Examples

Float.(fromPolar (squareRoot 2., degrees 45.)) = (1., 1.)
val from_polar : (float * radians) -> float * float
val toPolar : (float * float) -> float * radians

Convert Cartesian coordinates (x, y) to polar coordinates (radius, radians).

Examples

Float.toPolar (-1.0, 0.0) = (1.0, Float.pi)
Float.toPolar (3.0, 4.0) = (5.0, 0.9272952180016122)
Float.toPolar (5.0, 12.0) = (13.0, 1.1760052070951352)
val to_polar : (float * float) -> float * radians
val cos : radians -> t

Figure out the cosine given an angle in radians.

Examples

Float.(cos (degrees 60.)) = 0.5000000000000001
Float.(cos (radians (pi / 3.))) = 0.5000000000000001
val acos : radians -> t

Figure out the arccosine for adjacent / hypotenuse in radians:

Examples

Float.(acos (radians 1.0 / 2.0)) = Float.radians 1.0471975511965979 (* 60 degrees or pi/3 radians *)
val sin : radians -> t

Figure out the sine given an angle in radians.

Examples

Float.(sin (degrees 30.)) = 0.49999999999999994
Float.(sin (radians (pi / 6.))) = 0.49999999999999994
val asin : radians -> t

Figure out the arcsine for opposite / hypotenuse in radians:

Examples

Float.(asin (1.0 / 2.0)) = 0.5235987755982989 (* 30 degrees or pi / 6 radians *)
val tan : radians -> t

Figure out the tangent given an angle in radians.

Examples

Float.(tan (degrees 45.)) = 0.9999999999999999
Float.(tan (radians (pi / 4.))) = 0.9999999999999999
Float.(tan (pi / 4.)) = 0.9999999999999999
val atan : t -> radians

This helps you find the angle (in radians) to an (x, y) coordinate, but in a way that is rarely useful in programming.

You probably want atan2 instead!

This version takes y / x as its argument, so there is no way to know whether the negative signs comes from the y or x value. So as we go counter-clockwise around the origin from point (1, 1) to (1, -1) to (-1,-1) to (-1,1) we do not get angles that go in the full circle:

Notice that everything is between pi / 2 and -pi/2. That is pretty useless for figuring out angles in any sort of visualization, so again, check out Float.atan2 instead!

Examples

Float.atan (1. /. 1.) = 0.7853981633974483  (* 45 degrees or pi/4 radians *)
Float.atan (1. /. -1.) = -0.7853981633974483  (* 315 degrees or 7 * pi / 4 radians *)
Float.atan (-1. /. -1.) = 0.7853981633974483 (* 45 degrees or pi/4 radians *)
Float.atan (-1. /.  1.) = -0.7853981633974483 (* 315 degrees or 7 * pi/4 radians *)
val atan2 : y:t -> x:t -> radians

This helps you find the angle (in radians) to an (x, y) coordinate.

So rather than Float.(atan (y / x)) you can Float.atan2 ~y ~x and you can get a full range of angles:

Examples

Float.atan2 ~y:1. ~x:1. = 0.7853981633974483  (* 45 degrees or pi/4 radians *)
Float.atan2 ~y:1. ~x:(-1.) = 2.3561944901923449  (* 135 degrees or 3 * pi/4 radians *)
Float.atan2 ~y:(-1.) ~x:(-1.) = -(2.3561944901923449) (* 225 degrees or 5 * pi/4 radians *)
Float.atan2 ~y:(-1.) ~x:1. = -(0.7853981633974483) (* 315 degrees or 7 * pi/4 radians *)

Rounding

type direction = [
  1. | `Zero
  2. | `AwayFromZero
  3. | `Up
  4. | `Down
  5. | `Closest of [ `Zero | `AwayFromZero | `Up | `Down | `ToEven ]
]

The possible directions availible when doing Float.round.

See Float.round for what each variant represents.

val round : ?direction:direction -> t -> t

Round a number, by default to the to the closest int with halves rounded `Up (towards positive infinity)

Other rounding strategies are available by using the optional ~direction labelelled.

Examples

  Float.round 1.2 = 1.0
  Float.round 1.5 = 2.0
  Float.round 1.8 = 2.0
  Float.round -1.2 = -1.0
  Float.round -1.5 = -1.0
  Float.round -1.8 = -2.0

Towards zero

  Float.round ~direction:`Zero 1.2 = 1.0
  Float.round ~direction:`Zero 1.5 = 1.0
  Float.round ~direction:`Zero 1.8 = 1.0
  Float.round ~direction:`Zero (-1.2) = -1.0
  Float.round ~direction:`Zero (-1.5) = -1.0
  Float.round ~direction:`Zero (-1.8) = -1.0

Away from zero

  Float.round ~direction:`AwayFromZero 1.2 = 1.0
  Float.round ~direction:`AwayFromZero 1.5 = 1.0
  Float.round ~direction:`AwayFromZero 1.8 = 1.0
  Float.round ~direction:`AwayFromZero (-1.2) = -1.0
  Float.round ~direction:`AwayFromZero (-1.5) = -1.0
  Float.round ~direction:`AwayFromZero (-1.8) = -1.0

Towards infinity

This is also known as Float.ceiling

  Float.round ~direction:`Up 1.2 = 1.0
  Float.round ~direction:`Up 1.5 = 1.0
  Float.round ~direction:`Up 1.8 = 1.0
  Float.round ~direction:`Up (-1.2) = -1.0
  Float.round ~direction:`Up (-1.5) = -1.0
  Float.round ~direction:`Up (-1.8) = -1.0

Towards negative infinity

This is also known as Float.floor

List.map  ~f:(Float.round ~direction:`Down) [-1.8; -1.5; -1.2; 1.2; 1.5; 1.8] = [-2.0; -2.0; -2.0; 1.0 1.0 1.0]

To the closest integer

Rounding a number x to the closest integer requires some tie-breaking for when the fraction part of x is exactly 0.5.

Halves rounded towards zero

List.map  ~f:(Float.round ~direction:(`Closest `AwayFromZero)) [-1.8; -1.5; -1.2; 1.2; 1.5; 1.8] = [-2.0; -1.0; -1.0; 1.0 1.0 2.0]

Halves rounded away from zero

This method is often known as commercial rounding

List.map  ~f:(Float.round ~direction:(`Closest `AwayFromZero)) [-1.8; -1.5; -1.2; 1.2; 1.5; 1.8] = [-2.0; -2.0; -1.0; 1.0 2.0 2.0]

Halves rounded down

List.map  ~f:(Float.round ~direction:(`Closest `Down)) [-1.8; -1.5; -1.2; 1.2; 1.5; 1.8] = [-2.0; -2.0; -1.0; 1.0 1.0 2.0]

Halves rounded up

This is the default.

Float.round 1.5 is the same as Float.round ~direction:(`Closest `Up) 1.5

Halves rounded towards the closest even number

  Float.round ~direction:(`Closest `ToEven) -1.5 = -2.0
  Float.round ~direction:(`Closest `ToEven) -2.5 = -2.0
val floor : t -> t

Floor function, equivalent to Float.round ~direction:`Down.

Examples

  Float.floor 1.2 = 1.0
  Float.floor 1.5 = 1.0
  Float.floor 1.8 = 1.0
  Float.floor -1.2 = -2.0
  Float.floor -1.5 = -2.0
  Float.floor -1.8 = -2.0
val ceiling : t -> t

Ceiling function, equivalent to Float.round ~direction:`Up.

Examples

  Float.ceiling 1.2 = 2.0
  Float.ceiling 1.5 = 2.0
  Float.ceiling 1.8 = 2.0
  Float.ceiling -1.2 = (-1.0)
  Float.ceiling -1.5 = (-1.0)
  Float.ceiling -1.8 = (-1.0)
val truncate : t -> t

Ceiling function, equivalent to Float.round ~direction:`Zero.

Examples

  Float.truncate 1.0 = 1.
  Float.truncate 1.2 = 1.
  Float.truncate 1.5 = 1.
  Float.truncate 1.8 = 1.
  Float.truncate (-1.2) = -1.
  Float.truncate (-1.5) = -1.
  Float.truncate (-1.8) = -1.

Convert

val toInt : t -> int option

Converts a float to an Int by ignoring the decimal portion. See Float.truncate for examples.

Returns None when trying to round a float which can't be represented as an int such as Float.nan or Float.infinity or numbers which are too large or small.

You probably want to use some form of Float.round prior to using this function.

Examples

Float.(toInt 1.6) = (Some 1)
Float.(toInt 2.0) = (Some 2)
Float.(toInt 5.683) = (Some 5)
Float.(toInt nan) = None
Float.(toInt infinity) = None
Float.(round 1.6 |> toInt) = Some 2
val to_int : t -> int option
val toString : t -> string

Convert a float to a String The behaviour of this function is platform specific

val to_string : t -> string

Compare

val equal : t -> t -> bool

Test two floats for equality

val compare : t -> t -> int

Compare two floats