[
{
"name": "No credit card numbers leaked on output",
"description": "Asserts no credit card numbers are leaked",
"type": "integrity",
"subtype": "containsPii",
"thresholds": [
{
"insightName": "containsPii",
"insightParameters": [
{
"name": "pii_type",
"value": "cc_num"
}, // Checks for credit card numbers...
{
"name": "column_name",
"value": "output"
} // ... on the column `output`
],
"measurement": "containsPIIRowCount",
"operator": "<=",
"value": 0.0
}
],
"subpopulationFilters": null,
"mode": "development",
"usesValidationDataset": true, // Apply test to the validation set
"usesTrainingDataset": false,
"usesMlModel": false,
"syncId": "b4dee7dc-4f15-48ca-a282-63e2c04e0689" // Some unique id
},
{
"name": "No social security numbers leaked on output",
"description": "Asserts no SSN are leaked",
"type": "integrity",
"subtype": "containsPii",
"thresholds": [
{
"insightName": "containsPii",
"insightParameters": [
{
"name": "pii_type",
"value": "ssn"
}, // Checks for social security numbers...
{
"name": "column_name",
"value": "output"
} // ... on the column `output`
],
"measurement": "containsPIIRowCount",
"operator": "<=",
"value": 0.0
}
],
"subpopulationFilters": null,
"mode": "development",
"usesValidationDataset": true, // Apply test to the validation set
"usesTrainingDataset": false,
"usesMlModel": false,
"syncId": "96622fba-ea00-4e42-8f42-5e8f5f60805f" // Some unique id
}
]
