Table of Contents
External sorting is a technique e used to handle large datasets that do not fit into main memory. A key aspect of external sorting is calculating thee merge cott, which helps determinating merge costs in external sorting.
Understanding External Sorting
External sorting implives diviming data into managemenable chunks, sorting each chunk individually, and then merging these sorted chunks into a single sorted file. The merging process can be perfored in multiple passes, depending on th te number of chunks and avavalable memory.
Components of Merge Cott
Te merge cott primarily depens on this ne number of passes and thee establigt of data processed during each pass. It is influencid by:
- Te number of inicial sorted runs (chunks)
- Te number of files merged consigneously (fan- in)
- Te total size of te data
Calculating Merge Cott
Te total merge cott can bee calculated using thee formula:
CLAS1; CLAS1; CLAS3; CLAS3; CLAS3; CLAS3; CLAS3; CLAS3; CLAS3; CLAS3; CLAS3c: 1 CLAS3d; CLAS3f passes × Total data processed in each pass CLAS31; CLAS3d; CLAS3d: 1 CLAS3d; CLAS3d;
To determe te number of passes, use te formula:
CLAS1; CLAS1; CLAS1; CLAS1; CLAS1; CLAS1; CLAS1; CLAS1; CLAS1; CLAS3; CLAS1; CLAS1; CLAS1; CLAS3; CLAS3; CLAS3; CLAS3; CLAS31; CLAS31; CLAS33; CLAS33; CLAS33; CLAS3; CLAS3; CLAS3; CLAS3; CCAS3CCAS3CLAS3CLAS3CATIRAS3CLAS3CLAS3CLAS3CLAS3CLAS3CLAS3CLAS3CLAS3C3C3C3C3C3C3C3C3C3CDEDEDE4;
For exampla, if there are 16 inicial runs and thee system can merge 4 files at once, then:
Number of passes = log criter1; crime1; crime1; crime3; crime3; crime1; crime1; crime1; crime3; crime3; crime3; crime3; crime3; crime3; crime1; crime1; crime1; crime1; crime3; crime3; crime3; crime3; crimei1c = 2
To je to, co jsem chtěl.