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psi.json
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psi.json
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{
"sf_node_eval_param": {
"domain": "preprocessing",
"name": "psi",
"version": "0.0.1",
"attr_paths": [
"input/input1/key",
"input/input2/key"
],
"attrs": [
{
"ss": [
"id"
]
},
{
"ss": [
"id"
]
}
],
"inputs": [
{
"name": "input1",
"type": "sf.table.individual",
"meta": {
"@type": "type.googleapis.com/secretflow.spec.v1.IndividualTable",
"schema": {
"ids": [
"id"
],
"features": [
"mean radius",
"mean texture",
"mean perimeter",
"mean area",
"mean smoothness"
],
"id_types": [
"int"
],
"feature_types": [
"float",
"float",
"float",
"float",
"float"
]
}
},
"data_refs": [
{
"uri": "file://input/?id=breast_cancer_alice&&uri=/host/testdata/breast_cancer/alice.csv.enc"
}
]
},
{
"name": "input2",
"type": "sf.table.individual",
"meta": {
"@type": "type.googleapis.com/secretflow.spec.v1.IndividualTable",
"schema": {
"ids": [
"id"
],
"features": [
"mean compactness",
"mean concavity",
"mean concave points",
"mean symmetry",
"mean fractal dimension"
],
"labels": [
"target"
],
"id_types": [
"int"
],
"feature_types": [
"float",
"float",
"float",
"float",
"float"
],
"label_types": [
"bool"
]
}
},
"data_refs": [
{
"uri": "file://input/?id=breast_cancer_bob&&uri=/host/testdata/breast_cancer/bob.csv.enc"
}
]
}
],
"output_uris": [
"file://output/?id=join_uuid&&uri=/host/testdata/breast_cancer/join_table"
]
}
}