“new BigDecimal(13.3D)” results in imprecise “13.3000000000000007105..”?

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栀梦
栀梦 2020-12-05 15:06

How is it that Java\'s BigDecimal can be this painful?

Double d = 13.3D;

BigDecimal bd1 = new BigDecimal(d);
BigDecimal bd2 = new BigDecimal(St         


        
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  • 2020-12-05 15:37

    You might want to inform yourself about how floating-point values are implemented (IEEE 754-1985). And suddenly, everything will become crystal-clear.

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  • 2020-12-05 15:41

    This isn't the fault of BigDecimal - it's the fault of double. BigDecimal is accurately representing the exact value of d. String.valueOf is only showing the result to a few decimal places.

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  • 2020-12-05 15:42

    Fractions represented with binary number types(i.e. double, float) cannot be accurately stored in those types.

        Double d = 13.3;        
        BigDecimal bdNotOk = new BigDecimal(d);
        System.out.println("not ok: " + bdNotOk.toString());
    
        BigDecimal bdNotOk2 = new BigDecimal(13.3);
        System.out.println("not ok2: " + bdNotOk2.toString());
    
        double x = 13.3;
        BigDecimal ok = BigDecimal.valueOf(x);
        System.out.println("ok: " + ok.toString());
    
        double y = 13.3;
        // pretty lame, constructor's behavior is different from valueOf static method
        BigDecimal bdNotOk3 = new BigDecimal(y);
        System.out.println("not ok3: " + bdNotOk3.toString());
    
        BigDecimal ok2 = new BigDecimal("13.3");
        System.out.println("ok2: " + ok2.toString());
    
        Double e = 0.0;
        for(int i = 0; i < 10; ++i) e = e + 0.1; // some fractions cannot be accurately represented with binary
        System.out.println("not ok4: " + e.toString()); // should be 1
    
    
        BigDecimal notOk5 = BigDecimal.valueOf(e);
        System.out.println("not ok5: " + notOk5.toString()); // should be 1
    
        /* 
         * here are some fractions that can be represented exactly in binary:
         * 0.5   = 0.1   = 1 / 2
         * 0.25  = 0.01  = 1 / 4
         * 0.75  = 0.11  = 3 / 4
         * 0.125 = 0.001 = 1 / 8
         */
    

    output:

    not ok: 13.300000000000000710542735760100185871124267578125
    not ok2: 13.300000000000000710542735760100185871124267578125
    ok: 13.3
    not ok3: 13.300000000000000710542735760100185871124267578125
    ok2: 13.3
    not ok4: 0.9999999999999999
    not ok5: 0.9999999999999999
    

    Just use BigDecimal.valueOf(d) or new BigDecimal(s).

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  • 2020-12-05 15:44

    Well, the API does address this apparent inconsistency in the constructor BigDecimal(double val):

    1. The results of this constructor can be somewhat unpredictable. One might assume that writing new BigDecimal(0.1) in Java creates a BigDecimal which is exactly equal to 0.1 (an unscaled value of 1, with a scale of 1), but it is actually equal to 0.1000000000000000055511151231257827021181583404541015625. This is because 0.1 cannot be represented exactly as a double (or, for that matter, as a binary fraction of any finite length). Thus, the value that is being passed in to the constructor is not exactly equal to 0.1, appearances notwithstanding.

    2. The String constructor, on the other hand, is perfectly predictable: writing new BigDecimal("0.1") creates a BigDecimal which is exactly equal to 0.1, as one would expect. Therefore, it is generally recommended that the String constructor be used in preference to this one.

    3. When a double must be used as a source for a BigDecimal, note that this constructor provides an exact conversion; it does not give the same result as converting the double to a String using the Double.toString(double) method and then using the BigDecimal(String) constructor. To get that result, use the static valueOf(double) method.

    Moral of the story: The pain seems self-inflicted, just use new BigDecimal(String val) or BigDecimal.valueOf(double val) instead =)

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  • 2020-12-05 15:48

    Your problem has nothing to do with BigDecimal, and everything with Double, which cannot represent 13.3 accurately, since it uses binary fractions internally.

    So your error is introduced in the very first line. The first BigDecimal simply preserves it, while String.valueOf() does some fishy rounding that causes the second one to have the desired content, pretty much through luck.

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