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CCP4BB  September 2009

CCP4BB September 2009

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Subject:

Re: I compressed my images by ~ a factor of two, and they load and process in mosflm faster

From:

"Herbert J. Bernstein" <[log in to unmask]>

Reply-To:

Herbert J. Bernstein

Date:

Tue, 22 Sep 2009 05:32:02 -0400

Content-Type:

MULTIPART/MIXED

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TEXT/PLAIN (225 lines)

Which compression was used?  The packed compression saves a lot of space,
but requires much more CPU involvement.  The byte offset compression saves
less space but takes less CPU time.  From the numbers, I would guess it
was the packed.

=====================================================
  Herbert J. Bernstein, Professor of Computer Science
    Dowling College, Kramer Science Center, KSC 121
         Idle Hour Blvd, Oakdale, NY, 11769

                  +1-631-244-3035
                  [log in to unmask]
=====================================================

On Mon, 21 Sep 2009, Harry Powell wrote:

> Hi
>
> Not a typical run, but I just got these on my Macbook pro from a 320 image 
> 1.5Å myoglobin dataset, collected on a Q315 -
>
> [macf3c-4:~/test/cbf] harry% cd cbf
> [macf3c-4:~/test/cbf/cbf] harry% time mosflm < integrate > integrate.lp
> 445.355u 27.951s 8:38.57 91.2%  0+0k 1+192io 41pf+0w
> [macf3c-4:~/test/cbf/cbf] harry% cd ../original
> [macf3c-4:~/test/cbf/original] harry% time mosflm < integrate > integrate.lp
> 279.331u 18.691s 8:05.76 61.3%  0+0k 0+240io 16pf+0w
>
> I am somewhat surprised at this. Since I wasn't running anything else, I'm 
> also a little surprised that, although the "user" times above are so 
> different, so are the percentages of the elapsed clock times. Herb may be 
> able to comment more knowledgeably.
>
> I don't have my Snow Leopard box here so can't compare the "ditto'd" files 
> just at the moment.
>
> On 21 Sep 2009, at 13:26, Waterman, David (DLSLtd,RAL,DIA) wrote:
>
>> Yes, this is exactly what I meant. If the data are amenable (which was 
>> addressed in the previous discussion with reference to diffraction images) 
>> and there is a suitable lossless compression/expansion algorithm, then on 
>> most modern computers it is faster to read the compressed data from disk 
>> and expand it in RAM, rather than directly read the uncompressed image from 
>> a magnetic plate. Of course this depends on all sorts of factors such as 
>> the speed of the disk, the compression ratio, the CPU(s) clock speed, if 
>> the decompression can be done in parallel, how much calculation the 
>> decompression requires, and so on.
>> 
>> Bill's example is nice because the compression is transparent, so no extra 
>> work needs to be done by developers. However, this is one for Macs only. 
>> I'd like to know whether integration runs faster using CBF images with the 
>> decompression overhead of CBFlib compared with reading the same data in 
>> uncompressed form on "standard" hardware (whatever that means).
>> 
>> Cheers
>> David
>> 
>> -----Original Message-----
>> From: CCP4 bulletin board [mailto:[log in to unmask]] On Behalf Of 
>> Andrew Purkiss-Trew
>> Sent: 18 September 2009 21:52
>> To: [log in to unmask]
>> Subject: Re: [ccp4bb] I compressed my images by ~ a factor of two, and they 
>> load and process in mosflm faster
>> 
>> The current bottleneck with file systems is the speed of getting data on or 
>> off the magnetic surface. So filesystem compression helps, as less data 
>> needs to be physically written or read per image. The CPU time spent 
>> compressing the data is less than the time saved in writing less data to 
>> the surface.
>> 
>> I would be interested to see if the speed up is the same with a solid state 
>> drive, as there is near 'random access' here, unlike with a magnetic drive 
>> where the seek time is one of the bottlenecks. For example, mechanical hard 
>> drives are limited to about 130MB/s, whereas SSDs can already manage 
>> 200MB/s (faster than a first generation SATA interface at 150MB/s can cope 
>> with and one of the drivers behind the 2nd (300MB/s) and 3rd generation 
>> (600MB/s) SATA intefaces). The large size of our image files should make 
>> them ideal for use with SSDs.
>> 
>> 
>> Quoting "James Holton" <[log in to unmask]>:
>> 
>>> I think it important to point out that despite the subject line, Dr.
>>> Scott's statement was:
>>> "I think they process a bit faster too"
>>> Strangely enough, this has not convinced me to re-format my RAID array
>>> with an new file system nor re-write all my software to support yet
>>> another new file format.  I guess I am just lazy that way.  Has anyone
>>> measured the speed increase?  Have macs become I/O-bound again? In any
>>> case, I think it is important to remember that there are good reasons
>>> for leaving image file formats uncompressed.  Probably the most
>>> important is the activation barrier to new authors writing new
>>> programs that read them.  "fread()" is one thing, but finding the
>>> third-party code for a particular compression algorithm, navigating a
>>> CVS repository and linking to a library are quite another!  This is
>>> actually quite a leap for those
>>> of us who never had any formal training in computer science.
>>> Personally, I still haven't figured out how to read pck images, as
>>> it is much easier to write "jiffy" programs for uncompressed data.
>>> For example, if all you want to do is extract a group of pixels (such
>>> as a spot), then you have to decompress the whole image!  In computer
>>> speak: fseek() is rendered useless by compression.  This could be why
>>> Mar opted not to use the pck compression for their newer CCD-based
>>> detectors?
>>> 
>>> That said, compressed file systems do appear particularly attractive
>>> if space is limiting.  Apparently HFS can do it, but what about other
>>> operating systems?  Does anyone have experience with a Linux file
>>> system that both supports compression and doesn't get corrupted
>>> easily?
>>> 
>>> -James Holton
>>> MAD Scientist
>>> 
>>> 
>>> Graeme Winter wrote:
>>>> Hi David,
>>>> 
>>>> If the data compression is carefully chosen you are right: lossless
>>>> jpeg2000 compression on diffraction images works very well, but is a
>>>> spot slow. The CBF compression using the byte offset method is a
>>>> little less good at compression put massively faster... as you point
>>>> out, this is the one used in the pilatus images. I recall that the
>>>> .pck format used for the MAR image plates had the same property - it
>>>> was quicker to read in a compressed image that the raw equivalent.
>>>> 
>>>> So... once everyone is using the CBF standard for their images, with
>>>> native lossless compression, it'll save a fair amount in disk space
>>>> (=£/$), make life easier for people and - perhaps most importantly -
>>>> save a lot of data transfer time.
>>>> 
>>>> Now the funny thing with this is that if we compress the images
>>>> before we store them, the compression implemented in the file system
>>>> will be less effective... oh well, can't win em all...
>>>> 
>>>> Cheers,
>>>> 
>>>> Graeme
>>>> 
>>>> 
>>>> 
>>>> 2009/9/18 Waterman, David (DLSLtd,RAL,DIA) 
>>>> <[log in to unmask]>:
>>>> 
>>>>> Just to comment on this, my friend in the computer game industry
>>>>> insists that compression begets speed in almost all data handling 
>>>>> situations.
>>>>> This will be worth bearing in mind as we start to have more
>>>>> fine-sliced Pilatus 6M (or similar) datasets to deal with.
>>>>> 
>>>>> Cheers,
>>>>> David.
>>>>> 
>>>>> -----Original Message-----
>>>>> From: CCP4 bulletin board [mailto:[log in to unmask]] On Behalf
>>>>> Of William G. Scott
>>>>> Sent: 17 September 2009 22:48
>>>>> To: [log in to unmask]
>>>>> Subject: [ccp4bb] I compressed my images by ~ a factor of two, and
>>>>> they load and process in mosflm faster
>>>>> 
>>>>> If you have OS X 10.6, this will impress your friends and save you
>>>>> some disk space:
>>>>> 
>>>>> % du -h -d 1 mydata
>>>>> 3.5G    mydata
>>>>> 
>>>>> mv mydata mydata.1
>>>>> 
>>>>> sudo ditto --hfsCompression mydata.1  mydata rm -rf mydata.1
>>>>> 
>>>>> % du -h -d 1 mydata
>>>>> 1.8G    mydata
>>>>> 
>>>>> This does hfs filesystem compression, so the images are still
>>>>> recognized by mosflm, et al.  I think they process a bit faster too,
>>>>> because half the information is packed into the resource fork.
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>>>>> 
>>>>> 
>>>>> 
>>> 
>> 
>> 
>> 
>> ----------------------------------------------------------------
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>> Diamond Light Source Ltd. cannot guarantee that this e-mail or any 
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>> 
>
> Harry
> -- 
> Dr Harry Powell, MRC Laboratory of Molecular Biology, MRC Centre, Hills Road, 
> Cambridge, CB2 0QH

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