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Are there best practices to load different bioinformatics file formats such as VCF, BED, GFF, and SAM to SQL databases? I am wondering how people out there do that efficiently.

All of these three formats are tab-separated files, so basically the following should work. I feel weird about it since most people I know don't use MySQL to work with these files.

LOAD DATA LOCAL INFILE 'bed.bed' INTO TABLE bed-file FIELDS TERMINATED BY '\t' LINES TERMINATED BY '\n' IGNORE 1 ROWS (list of the columns) SET creation_date  = STR_TO_DATE(@creation_date, '%m/%d/%y');
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Answer from @liam-mcintyre converted from comment:

I don't use dask as it doesn't support enough pandas functionality (unfortunately). With pandas I do it with read_csv... if its big then read in chunks and send chunks to separate threads. If you want to ask a specific question with example data etc then I can show code.

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