GTax python package provides tools for the creation of the GTax sequence-based database. This database includes one assembly per organism deposited in the NCBI Genomes database. The sequences are organized by 19 taxonomic levels from superkindom to clades. Python pickle files are also provided with a graph data structure for the taxonomic tree.
Read the Docs at: https://gtax.readthedocs.io/
The current public version is available in GCP for download. You need to use your GCP project as this bucket uses Requester Pays option.
https://console.cloud.google.com/storage/browser/gtax-database/
gsutil -u <you-GCP-project> -m cp -r gs://gtax-database/<latest_version> .
The database is comprised of two folder: blastdb and fasta. The blastdb folder include the BLAST indexes for BLAST searches. The fasta folder includes the FASTA files for the taxonomy groups and two Python Objects in pickle files (taxonomy.pickle and taxonomy_groups.pickle) which are used to load all GTax metadata into the Taxonomy class
from gtax.taxonomy import Taxonomy
taxonomy = Taxonomy(tax_pickle_file='taxonomy.pickle', group_pickle_file = 'taxonomy_groups.pickle')Output:
2464341 taxonomies loaded
bacteria Node: 537498 Sequences: 19435
archaea Node: 14266 Sequences: 798
liliopsida Node: 48464 Sequences: 317
eudicotyledons Node: 153108 Sequences: 1077
viridiplantae Node: 48003 Sequences: 185
fungi Node: 186994 Sequences: 914
arthropoda Node: 912789 Sequences: 2596
neoteleostei Node: 31205 Sequences: 1610
actinopterygii Node: 22514 Sequences: 1258
glires Node: 5490 Sequences: 2346
primates Node: 1101 Sequences: 673
carnivora Node: 783 Sequences: 437
artiodactyla Node: 1200 Sequences: 487
amphibia Node: 13009 Sequences: 122
sauropsida Node: 32051 Sequences: 1476
sarcopterygii Node: 4941 Sequences: 376
chordata Node: 4122 Sequences: 400
eukaryota Node: 194114 Sequences: 896
viruses Node: 234108 Sequences: 14233
National Center for Biotechnology Information.
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