Source code for immuneML.data_model.receptor.receptor_sequence.SequenceMetadata
# quality: gold
from immuneML.data_model.receptor.RegionType import RegionType
from immuneML.data_model.receptor.receptor_sequence.Chain import Chain
from immuneML.data_model.receptor.receptor_sequence.SequenceFrameType import SequenceFrameType
[docs]class SequenceMetadata:
"""
class modeling the existing knowledge about a receptor_sequence, should be stored according to
IMGT gene nomenclature (human can be found `here
<http://www.imgt.org/IMGTrepertoire/index.php?section=LocusGenes&repertoire=genetable&species=human&group=TRBV>`_):
- v subgroup
- v gene
- v allele
- j subgroup
- j gene
- j allele
- chain
- count
- region_type (e.g. IMGT_CDR3, IMGT_CDR1, FULL_SEQUENCE)
- frame_type (e.g. IN, OUT, STOP)
- sample
- custom params (dictionary with custom sequence information)
"""
def __init__(self,
v_subgroup: str = None, v_gene: str = None, v_allele: str = None,
j_subgroup: str = None, j_gene: str = None, j_allele: str = None,
chain=None,
count: int = None,
frame_type: str = SequenceFrameType.IN.name,
region_type: str = None,
cell_id: str = None,
custom_params: dict = None):
self.v_subgroup = v_subgroup
self.v_gene = v_gene
self.v_allele = v_allele
self.j_subgroup = j_subgroup
self.j_gene = j_gene
self.j_allele = j_allele
self.chain = Chain.get_chain(chain) if chain and isinstance(chain, str) else chain if isinstance(chain, Chain) else None
self.count = int(float(count)) if isinstance(count, str) else count
self.frame_type = SequenceFrameType(frame_type) if frame_type and isinstance(frame_type, str) and frame_type != 'nan' else frame_type if isinstance(frame_type, SequenceFrameType) else None
self.region_type = RegionType(region_type) if region_type and isinstance(region_type, str) and region_type != 'nan' else region_type if isinstance(region_type, RegionType) else None
self.cell_id = cell_id
self.custom_params = custom_params if custom_params is not None else {}
[docs] def get_attribute(self, name: str):
"""Returns the attribute value if attribute is present either directly or in custom_params, otherwise returns None"""
if hasattr(self, name):
return getattr(self, name)
elif name in self.custom_params:
return self.custom_params[name]
else:
return None