|
| 1 | +import pytest |
| 2 | + |
| 3 | +from mindee.error import MindeeApiV2Error |
| 4 | +from mindee.parsing.v2.field.dynamic_field import ( |
| 5 | + DynamicField, |
| 6 | + FieldType, |
| 7 | + get_field_type, |
| 8 | +) |
| 9 | +from mindee.parsing.v2.field.field_confidence import FieldConfidence |
| 10 | +from mindee.parsing.v2.field.inference_fields import InferenceFields |
| 11 | +from mindee.parsing.v2.field.list_field import ListField |
| 12 | +from mindee.parsing.v2.field.object_field import ObjectField |
| 13 | +from mindee.parsing.v2.field.simple_field import SimpleField |
| 14 | + |
| 15 | + |
| 16 | +def test_dynamic_field_multi_str(): |
| 17 | + field = DynamicField(FieldType.SIMPLE) |
| 18 | + |
| 19 | + assert field.multi_str() == str(field) |
| 20 | + |
| 21 | + |
| 22 | +def test_invalid_field_confidence_is_ignored(): |
| 23 | + field = SimpleField({"value": "invoice", "confidence": "Unknown"}) |
| 24 | + |
| 25 | + assert field.confidence is None |
| 26 | + |
| 27 | + |
| 28 | +def test_field_confidence_comparisons_and_type_errors(): |
| 29 | + assert int(FieldConfidence.CERTAIN) == 4 |
| 30 | + assert str(FieldConfidence.HIGH) == "High" |
| 31 | + assert FieldConfidence.LOW < FieldConfidence.MEDIUM |
| 32 | + assert FieldConfidence.MEDIUM <= FieldConfidence.HIGH |
| 33 | + assert FieldConfidence.CERTAIN > FieldConfidence.HIGH |
| 34 | + assert FieldConfidence.HIGH >= FieldConfidence.MEDIUM |
| 35 | + |
| 36 | + with pytest.raises(TypeError, match="Cannot compare FieldConfidence"): |
| 37 | + FieldConfidence.HIGH < "High" |
| 38 | + with pytest.raises(TypeError, match="Cannot compare FieldConfidence"): |
| 39 | + FieldConfidence.HIGH <= "High" |
| 40 | + with pytest.raises(TypeError, match="Cannot compare FieldConfidence"): |
| 41 | + FieldConfidence.HIGH > "High" |
| 42 | + with pytest.raises(TypeError, match="Cannot compare FieldConfidence"): |
| 43 | + FieldConfidence.HIGH >= "High" |
| 44 | + |
| 45 | + |
| 46 | +def test_get_field_type_rejects_unknown_payloads(): |
| 47 | + with pytest.raises(MindeeApiV2Error, match="Unrecognized field type"): |
| 48 | + get_field_type({"confidence": "High"}) |
| 49 | + |
| 50 | + with pytest.raises(MindeeApiV2Error, match="Unrecognized field format"): |
| 51 | + get_field_type("invoice") |
| 52 | + |
| 53 | + |
| 54 | +def test_inference_fields_attribute_access_and_string(): |
| 55 | + fields = InferenceFields( |
| 56 | + { |
| 57 | + "name": {"value": "Jane Doe"}, |
| 58 | + "line_items": {"items": [{"value": "Item 1"}]}, |
| 59 | + "address": {"fields": {"city": {"value": "Paris"}}}, |
| 60 | + } |
| 61 | + ) |
| 62 | + |
| 63 | + assert isinstance(fields.name, SimpleField) |
| 64 | + assert fields.name.value == "Jane Doe" |
| 65 | + assert isinstance(fields.line_items, ListField) |
| 66 | + assert isinstance(fields.address, ObjectField) |
| 67 | + assert ":name: Jane Doe" in str(fields) |
| 68 | + assert ":line_items:" in str(fields) |
| 69 | + assert ":address:" in str(fields) |
| 70 | + |
| 71 | + with pytest.raises(AttributeError, match="missing"): |
| 72 | + fields.missing |
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