immuneML.analysis.criteria_matches package
Submodules
immuneML.analysis.criteria_matches.BooleanType module
immuneML.analysis.criteria_matches.CriteriaMatcher module
- class immuneML.analysis.criteria_matches.CriteriaMatcher.CriteriaMatcher[source]
Bases:
objectTakes a data frame (for example, repertoire or feature annotations) and criteria and allowed values as input and returns a list of boolean values indicating a match or not for each row
- match(criteria, data)[source]
- filter_params = {
“type”: BooleanType.OR, “operands”: [
- {
“type”: BooleanType.AND, “operands”: [
- {
“type”: OperationType.IN, “allowed_values”: [“GAD”, “PPI”], “value”: {
“type”: DataType.COLUMN, “name”: “matching_specificity”
}
}, {
“type”: OperationType.LESS_THAN, “threshold”: 0.001, “value”: {
“type”: DataType.COLUMN, “name”: “p_val”
}
},
]
}, {
“type”: BooleanType.AND, “operands”: [
- {
“type”: OperationType.IN, “allowed_values”: [“yes”], “value”: {
“type”: DataType.COLUMN, “name”: “a”
}
}, {
“type”: OperationType.GREATER_THAN, “threshold”: 0.5, “value”: {
“type”: DataType.COLUMN, “name”: “odds_ratio”
}
},
]
},
]
- }
The order of matching is done from the innermost list to the outermost list. Each column has criteria specified with a dictionary with keys “column”, “type”, and “value”. “column” must be present within the data being matched to. Allowed “type”s are “in”, “less_than”, and “greater_than”. Between each column criteria, an operator must be specified to specify how the criteria are to be combined. To force an order of operations, it can be nested within a list. Innermost lists are done first, and recursively simplified until it reaches the outermost list to match criteria.
- Parameters
data –
- Returns