Systems and methods for efficient compression, representation and decompression of a variable table data
A technology of tabular data and compressors, which is applied in file systems, electronic digital data processing, digital data information retrieval, etc., and can solve problems such as lack of advanced features
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[0162] …
[0163] Dataset 2 (Gene Expression Data)→
[0164] Annotation file (sample 1)
[0165] Annotation file (example 2)
[0166] …
[0167] …
[0168] In one embodiment, different annotation files can be merged together to achieve improved compression and analysis performance, for example, as follows:
[0169] Dataset Group (Large Studies) →
[0170] Dataset 1 (variant call data) →
[0171] Annotation files (all samples)
[0172] Dataset 2 (Gene Expression Data)→
[0173] Annotation files (all samples)
[0174] …
[0175] To implement this implementation, the system processor can augment the existing dataset header structure with additional fields to support the data type (sequence / variant / gene expression / …), the number of annotation files in the dataset, and the The byte shift for each file in . When sharing a compressor across annotation files or across datasets, the compressor's parameters can be stored at the dataset level or dataset group level, respective...
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