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thanks to improvements we have made in the algorithm used to process datasets that are pre-sorted +by chromosome and start position. As you can see in the plots below, the speed and memory consumption scale nicely +with sorted data as compared to the poor scaling for unsorted data. The current version of bedtools intersect is as fast as (or slightly faster) than the ``bedops`` package's ``bedmap`` which uses a similar algorithm for sorted data. The plots below represent counting the number of intersecting alignments from exome capture BAM files against CCDS exons. +The alignments have been converted to BED to facilitate comparisons to ``bedops``. We compare to the bedmap ``--ec`` option because similar error checking is enforced by ``bedtools``. + +.. image:: content/images/speed-comparo.png + :width: 300pt +.. image:: content/images/memory-comparo.png + :width: 300pt + +Commands used: + +.. code-block:: bash + + # bedtools unsorted + $ bedtools intersect \ + -a ccds.exons.bed -b aln.bam.bed \ + -c + + # bedtools sorted + $ bedtools intersect \ + -a ccds.exons.bed -b aln.bam.bed \ + -c \ + -sorted + + # bedmap (no error checking) + $ bedmap --echo --count --bp-ovr 1 \ + ccds.exons.bed aln.bam.bed + + # bedmap (no error checking) + $ bedmap --ec --echo --count --bp-ovr 1 \ + ccds.exons.bed aln.bam.bed + + + ================= Brief example ================= -- GitLab