For real numbers that cannot be represented as a binary number, we use a 
double-precision representation internally. There will some noise in the 
least significant bits of the double value if the original value cannot be 
represented as a binary number. This shouldn't matter too much in reality, 
however, it seems that the noise gets multiplied while parsing the 
individual digits of the input. This is a bug and a fix is currently in 
progress.

Best regards
Jan


Am Samstag, 2. Juli 2016 17:42:59 UTC+2 schrieb Frank Celler:
>
> The pattern is basically: can a number represented as binary? For example 
> 0.25 = 1/4. Will try to find out, why it is not using a nicer 
> representation as decimal.
>
> Am Samstag, 2. Juli 2016 16:14:19 UTC+2 schrieb Scott B.:
>>
>> Frank,
>>
>> I see the issue without the use of the Java driver at all (but also with 
>> it).  I see it when entering data directly into the ArangoDB web interface. 
>>  I tried another document for testing purposes, and there is some kind of 
>> pattern, but I'm not sure what it is.  I added another simple test document 
>> to a collection in both Arango 3.0.1 and Arango 2.8.9 via their web 
>> interfaces, and then retrieved the saved documents, with different results.
>>
>> Data entered:
>>
>> {
>>   "first": 0.43,
>>   "second": 0.32,
>>   "third": 0.2,
>>   "fourth": 0.25,
>>   "fifth": 0.26,
>>   "sixth": 0.47,
>>   "seventh":0.3,
>>   "eighth":0.95
>> }
>>
>> On ArangoDB 2.8.9, a subsequent retrieval results in the following data:
>>
>> {
>>   "first": 0.43,
>>   "second": 0.32,
>>   "third": 0.2,
>>   "fourth": 0.25,
>>   "fifth": 0.26,
>>   "sixth": 0.47,
>>   "seventh": 0.3,
>>   "eighth": 0.95
>> }
>>
>> But on Arango 3.0.1, I get extra digits added to some of the numbers:
>>
>> {
>>   "eighth": 0.9500000000000001,
>>   "fifth": 0.26,
>>   "first": 0.43000000000000005,
>>   "fourth": 0.25,
>>   "second": 0.32000000000000006,
>>   "seventh": 0.30000000000000004,
>>   "sixth": 0.47000000000000003,
>>   "third": 0.2
>> }
>>
>> It isn't just .33 or .66/.67.  I'm not sure I could actually describe a 
>> pattern.  I thought is the number ended in "5" it was fine, but then look 
>> at how 0.95 was saved.
>>
>> I did try saving a simple document using arangosh, and it seems to work 
>> as expected on 3.0.1.  However, as soon as I open that document, and a 
>> property to it, and then re-save it through the web interface, it 
>> immediately adds extra digits to the previously correct numbers in the 
>> document.
>>
>> So in short, the web UI and the Java drivers both seem to add extra 
>> digits to some floating point numbers on Arango 3.0.1.  Arangosh seems to 
>> not have that issue.
>>
>> All three seems to work fine on Arango 2.8.9.
>>
>> On Saturday, July 2, 2016 at 5:01:57 AM UTC-6, Frank Celler wrote:
>>>
>>> In general, there is an issue with 1/3, because it cannot to represented 
>>> as binary number. ArangoDB uses some standard conversion that produces the 
>>> "expected" representation as "0.33". For example, if you use the 
>>> "arangosh", you should see the expected representation. Could you check 
>>> this with your dataset? I. e. does
>>>
>>>     arangosh> db.collectionname.toArray()
>>>
>>> show 0.33 and 0.66? If it is showing 0.33000000000000007, it is possible 
>>> that there are changes in Java driver causing this. I have to check with my 
>>> colleagues.
>>>
>>>  
>>>
>>> Am Samstag, 2. Juli 2016 05:10:15 UTC+2 schrieb Scott B.:
>>>>
>>>> My apologies, the above makes it look like the value 0.33 in the array 
>>>> was changed to 0.6600000000000001.  I ran several tests and copied and 
>>>> pasted the wrong results.  It actually ends up as:
>>>>
>>>> {
>>>>   "first": 0.3300000000000001,
>>>>   "second": [
>>>>     0.6700000000000004,
>>>>     0.5,
>>>>     0.33000000000000007
>>>>   ]
>>>> }
>>>>
>>>> On Friday, July 1, 2016 at 8:31:34 PM UTC-6, Scott B. wrote:
>>>>>
>>>>> Is anyone else seeing odd behavior with ArangoDB 3.0.1 regarding 
>>>>> floating point (Double) numbers?
>>>>>
>>>>> I had something odd pop-up in my application after moving to ArangoDB 
>>>>> 3.0.1.  JSON objects with decimal numbers (like 0.67) were suddenly 
>>>>> getting 
>>>>> extra precision added to them.  To eliminate as many variables as 
>>>>> possible, 
>>>>> I saved the following very simply JSON document via the web interface 
>>>>> (add 
>>>>> document to collection) on both ArangoDB 2.8.9 and ArangoDB 3.0.1:
>>>>>
>>>>> {
>>>>>   "first": 0.33,
>>>>>   "second": [
>>>>>     0.67,
>>>>>     0.33,
>>>>>     0.5
>>>>>   ]
>>>>> }
>>>>>
>>>>> On ArangoDB 2.8.9, it is saved exactly as expected.  However, on 
>>>>> ArangoDB 3.0.1, it gets saved as:
>>>>>
>>>>> {
>>>>>   "first": 0.33000000000000007,
>>>>>   "second": [
>>>>>     0.6700000000000002,
>>>>>     0.5,
>>>>>     0.6600000000000001
>>>>>   ]
>>>>> }
>>>>>
>>>>> My ArangoDB 3.0.1 server is running on a clean Ubuntu 16.04 LTS 
>>>>> install.
>>>>>
>>>>> My ArangoDB 2.8.9 server is running on Ubuntu 14.04 LTS with a lot of 
>>>>> other services/software installed.
>>>>>
>>>>> I also have the same problem when saving any documents with floating 
>>>>> point numbers using the Java driver to 3.0.1 (but it worked fine under 
>>>>> 2.8.9).
>>>>>
>>>>>
>>>>>

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