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13.1 How CFITSIO Manages Data I/O

Many CFITSIO operations involve transferring only a small number of bytes to or from the FITS file (e.g, reading a keyword, or writing a row in a table); it would be very inefficient to physically read or write such small blocks of data directly in the FITS file on disk, therefore CFITSIO maintains a set of internal Input-Output (IO) buffers in RAM memory that each contain one FITS block (2880 bytes) of data. Whenever CFITSIO needs to access data in the FITS file, it first transfers the FITS block containing those bytes into one of the IO buffers in memory. The next time CFITSIO needs to access bytes in the same block it can then go to the fast IO buffer rather than using a much slower system disk access routine. The number of available IO buffers is determined by the NIOBUF parameter (in fitsio2.h) and is currently set to 40 by default.

Whenever CFITSIO reads or writes data it first checks to see if that block of the FITS file is already loaded into one of the IO buffers. If not, and if there is an empty IO buffer available, then it will load that block into the IO buffer (when reading a FITS file) or will initialize a new block (when writing to a FITS file). If all the IO buffers are already full, it must decide which one to reuse (generally the one that has been accessed least recently), and flush the contents back to disk if it has been modified before loading the new block.

The one major exception to the above process occurs whenever a large contiguous set of bytes are accessed, as might occur when reading or writing a FITS image. In this case CFITSIO bypasses the internal IO buffers and simply reads or writes the desired bytes directly in the disk file with a single call to a low-level file read or write routine. The minimum threshold for the number of bytes to read or write this way is set by the MINDIRECT parameter and is currently set to 3 FITS blocks = 8640 bytes. This is the most efficient way to read or write large chunks of data and can achieve IO transfer rates of 5 - 10MB/s or greater. Note that this fast direct IO process is not applicable when accessing columns of data in a FITS table because the bytes are generally not contiguous since they are interleaved by the other columns of data in the table. This explains why the speed for accessing FITS tables is generally slower than accessing FITS images.

Given this background information, the general strategy for efficiently accessing FITS files should be apparent: when dealing with FITS images, read or write large chunks of data at a time so that the direct IO mechanism will be invoked; when accessing FITS headers or FITS tables, on the other hand, once a particular FITS block has been loading into one of the IO buffers, try to access all the needed information in that block before it gets flushed out of the IO buffer. It is important to avoid the situation where the same FITS block is being read then flushed from a IO buffer multiple times.

The following section gives more specific suggestions for optimizing the use of CFITSIO.


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Next: 13.2 Optimization Strategies Up: 13. Optimizing Programs Previous: 13. Optimizing Programs   Contents