Version française
Home     About     Download     Resources     Contact us    

This site is updated infrequently. For up-to-date information, please visit the new OCaml website at

Browse thread
[Caml-list] float pretty-printing precision, once more.
[ Home ] [ Index: by date | by threads ]
[ Search: ]

[ Message by date: previous | next ] [ Message in thread: previous | next ] [ Thread: previous | next ]
Date: 2002-12-10 (09:49)
From: Xavier Leroy <xavier.leroy@i...>
Subject: Re: [Caml-list] float pretty-printing precision, once more.
> # let f = 1. /. 86400.;;   
> val f : float = 1.15740740741e-05   
> # let s = string_of_float f;;   
> val s : string = "1.15740740741e-05"   
> # let f1 = float_of_string s;;   
> val f1 : float = 1.15740740741e-05   
> # f1 = f;;   
> - : bool = false   
> # f1 -. f;;   
> - : float = 2.59259844496e-17   
> This situation may be understandable, but is unfortunate.  

Well, you get a relative error of 2e-12.  Are you sure your
computations require more precision than this?  In physics, the answer
would be almost universally "no".  In finance, you know better than I...

> Suppose you calculate somewhere (with an caml program, say) a float  
> constant (such a calculation may last for hours!), and you want after  
> obtaining the result to *generate* a caml source using this calculated  
> value. You will probably generate something like  
> let my_const = <a float text representation>  
> But my example shows that you are loosing precision and accuracy if you  
> just use string_of_float. 

There are two approaches to your problem:

1- The physicist's approach:
Your float constant is known to have no more than N significant digits
(e.g. because it's based on measurements that have a 10^-N error margin).
Then, use the printf %g format corresponding to N to generate your source.

2- The programmer's approach:
Having no idea on the actual precision of their data, programmers want
bit-for-bit identity on float representation.  You can do that in
OCaml using Int64.bits_of_float and Int64.float_of_bits, which give
direct access to the IEEE bit-level representation of floats.
For instance, generate your Caml code with

printf "let my_const = Int64.float_of_bits(Int64.of_string \"%Ld\")\n"
       (Int64.bits_of_float my_const)

That will generate something like

let my_const = Int64.float_of_bits(Int64.of_string "4532949752942055721")

which is truly unreadable, but it guaranteed to give you the exact
same float when executed.

(To help reading the source, consider putting the decimal
representation of the float in a generated comment.)

Hope this helps,

- Xavier Leroy
To unsubscribe, mail Archives:
Bug reports: FAQ:
Beginner's list: