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from obfuscator.obfuscate import obfuscate
def test_obfuscate_data_with_valid_pii_fields():
data = [
{
"student_id": "1234",
"name": "John Smith",
"course": "Software",
"email_address": "j.smith@email.com",
},
{
"student_id": "5678",
"name": "Jane Doe",
"course": "Data Science",
"email_address": "j.doe@email.com",
},
]
pii_fields = ["name", "email_address"]
expected = [
{
"student_id": "1234",
"name": "***",
"course": "Software",
"email_address": "***",
},
{
"student_id": "5678",
"name": "***",
"course": "Data Science",
"email_address": "***",
},
]
result = obfuscate(data, pii_fields)
assert result == expected
def test_obfuscate_data_with_missing_pii_field():
data = [
{"student_id": "1234", "name": "John Smith", "course": "Software"},
{
"student_id": "5678",
"name": "Jane Doe",
"course": "Data Science",
"email_address": "j.doe@email.com",
},
]
pii_fields = ["name", "email_address"]
expected = [
{"student_id": "1234", "name": "***", "course": "Software"},
{
"student_id": "5678",
"name": "***",
"course": "Data Science",
"email_address": "***",
},
]
result = obfuscate(data, pii_fields)
assert result == expected
def test_obfuscate_data_with_no_data():
data = []
pii_fields = ["name", "email_address"]
expected = []
result = obfuscate(data, pii_fields)
assert result == expected
def test_obfuscate_data_with_empty_pii_fields():
data = [
{
"student_id": "1234",
"name": "John Smith",
"course": "Software",
"email_address": "j.smith@email.com",
}
]
pii_fields = []
expected = data.copy()
result = obfuscate(data, pii_fields)
assert result == expected
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