[Numpy-discussion] array of random numbers fails to construct
Allan Haldane
allanhaldane at gmail.com
Tue Dec 8 20:04:54 EST 2015
On 12/08/2015 08:01 PM, Allan Haldane wrote:
> On 12/08/2015 07:40 PM, Stephan Hoyer wrote:
>> On Sun, Dec 6, 2015 at 3:55 PM, Allan Haldane <allanhaldane at gmail.com
>> <mailto:allanhaldane at gmail.com>> wrote:
>>
>>
>> I've also often wanted to generate large datasets of random uint8
>> and uint16. As a workaround, this is something I have used:
>>
>> np.ndarray(100, 'u1', np.random.bytes(100))
>>
>> It has also crossed my mind that np.random.randint and
>> np.random.rand could use an extra 'dtype' keyword. It didn't look
>> easy to implement though.
>>
>>
>> Another workaround that avoids creating a copy is to use the view
>> method, e.g.,
>> np.random.randint(np.iinfo(int).min, np.iinfo(int).max,
>> size=(1,)).view(np.uint8) # creates 8 random bytes
>
> Just to note, the line I pasted doesn't copy either, according to the
> OWNDATA flag.
>
> Cheers,
> Allan
Oops, but I forgot my version is readonly. If you want to write to it
you do need to make a copy, that's true.
Allan
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