- Pandas `1.1.2` doesn't work with Python 3.9. Upgrade Pandas to `1.1.4` which works with Python 3.8 and 3.9
[Changes][0.4.1]
<a name="0.4.0"></a>
[Support reduction of serologically typed GL String (0.4.0)](https://github.com/nmdp-bioinformatics/py-ard/releases/tag/0.4.0) - 22 Oct 2020
Uses WMDA `rel_dna_ser.txt` for the corresponding version of IMGT database to produce serology mapping
[Changes][0.4.0]
<a name="0.3.0"></a>
[Use sqlite3 database for reference data (0.3.0)](https://github.com/nmdp-bioinformatics/py-ard/releases/tag/0.3.0) - 15 Oct 2020
Use sqlite3 database for data
Offload MAC codes from memory to sqlite3 database (natively supported by Python) to reduce
memory footprint. All MAC lookups happen through the db. The alleles and G group expansions
are still held in memory.
In addition, all generated data is saved as tables in the same database. This leads to one
file for storing all reference data in a standard format.
This led to drastic reduction in memory usage and startup time.
|Version |First Time| Prebuilt Data|
|:--|--:|--:|