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| 1 | +"""Tests for Google JSON schema transformer. |
| 2 | +
|
| 3 | +The GoogleJsonSchemaTransformer transforms JSON schemas for compatibility with Gemini API: |
| 4 | +- Converts `const` to `enum` with inferred `type` field |
| 5 | +- Removes unsupported fields like $schema, title, discriminator, examples |
| 6 | +- Handles format fields by moving them to description |
| 7 | +""" |
| 8 | + |
| 9 | +from __future__ import annotations as _annotations |
| 10 | + |
| 11 | +from typing import Literal |
| 12 | + |
| 13 | +from inline_snapshot import snapshot |
| 14 | +from pydantic import BaseModel |
| 15 | + |
| 16 | +from pydantic_ai.profiles.google import GoogleJsonSchemaTransformer, google_model_profile |
| 17 | + |
| 18 | +# ============================================================================= |
| 19 | +# Transformer Tests - const to enum conversion with type inference |
| 20 | +# ============================================================================= |
| 21 | + |
| 22 | + |
| 23 | +def test_const_string_infers_type(): |
| 24 | + """When converting const to enum, type should be inferred for string values.""" |
| 25 | + schema = {'const': 'hello'} |
| 26 | + transformer = GoogleJsonSchemaTransformer(schema) |
| 27 | + transformed = transformer.walk() |
| 28 | + |
| 29 | + assert transformed == snapshot({'enum': ['hello'], 'type': 'string'}) |
| 30 | + |
| 31 | + |
| 32 | +def test_const_integer_infers_type(): |
| 33 | + """When converting const to enum, type should be inferred for integer values.""" |
| 34 | + schema = {'const': 42} |
| 35 | + transformer = GoogleJsonSchemaTransformer(schema) |
| 36 | + transformed = transformer.walk() |
| 37 | + |
| 38 | + assert transformed == snapshot({'enum': [42], 'type': 'integer'}) |
| 39 | + |
| 40 | + |
| 41 | +def test_const_float_infers_type(): |
| 42 | + """When converting const to enum, type should be inferred for float values.""" |
| 43 | + schema = {'const': 3.14} |
| 44 | + transformer = GoogleJsonSchemaTransformer(schema) |
| 45 | + transformed = transformer.walk() |
| 46 | + |
| 47 | + assert transformed == snapshot({'enum': [3.14], 'type': 'number'}) |
| 48 | + |
| 49 | + |
| 50 | +def test_const_boolean_infers_type(): |
| 51 | + """When converting const to enum, type should be inferred for boolean values.""" |
| 52 | + schema = {'const': True} |
| 53 | + transformer = GoogleJsonSchemaTransformer(schema) |
| 54 | + transformed = transformer.walk() |
| 55 | + |
| 56 | + assert transformed == snapshot({'enum': [True], 'type': 'boolean'}) |
| 57 | + |
| 58 | + |
| 59 | +def test_const_false_boolean_infers_type(): |
| 60 | + """When converting const to enum, type should be inferred for False boolean.""" |
| 61 | + schema = {'const': False} |
| 62 | + transformer = GoogleJsonSchemaTransformer(schema) |
| 63 | + transformed = transformer.walk() |
| 64 | + |
| 65 | + assert transformed == snapshot({'enum': [False], 'type': 'boolean'}) |
| 66 | + |
| 67 | + |
| 68 | +def test_const_preserves_existing_type(): |
| 69 | + """When const has an existing type field, it should be preserved.""" |
| 70 | + schema = {'const': 'hello', 'type': 'string'} |
| 71 | + transformer = GoogleJsonSchemaTransformer(schema) |
| 72 | + transformed = transformer.walk() |
| 73 | + |
| 74 | + assert transformed == snapshot({'enum': ['hello'], 'type': 'string'}) |
| 75 | + |
| 76 | + |
| 77 | +def test_const_array_does_not_infer_type(): |
| 78 | + """When const is an array, type cannot be inferred and should not be added.""" |
| 79 | + schema = {'const': [1, 2, 3]} |
| 80 | + transformer = GoogleJsonSchemaTransformer(schema) |
| 81 | + transformed = transformer.walk() |
| 82 | + |
| 83 | + assert transformed == snapshot({'enum': [[1, 2, 3]]}) |
| 84 | + |
| 85 | + |
| 86 | +def test_const_in_nested_object(): |
| 87 | + """const should be properly converted in nested object properties.""" |
| 88 | + |
| 89 | + class TaggedModel(BaseModel): |
| 90 | + tag: Literal['hello'] |
| 91 | + value: str |
| 92 | + |
| 93 | + schema = TaggedModel.model_json_schema() |
| 94 | + transformer = GoogleJsonSchemaTransformer(schema) |
| 95 | + transformed = transformer.walk() |
| 96 | + |
| 97 | + # The tag property should have both enum and type |
| 98 | + assert transformed['properties']['tag'] == snapshot({'enum': ['hello'], 'type': 'string'}) |
| 99 | + |
| 100 | + |
| 101 | +# ============================================================================= |
| 102 | +# Transformer Tests - field removal |
| 103 | +# ============================================================================= |
| 104 | + |
| 105 | + |
| 106 | +def test_removes_schema_field(): |
| 107 | + """$schema field should be removed.""" |
| 108 | + schema = {'$schema': 'http://json-schema.org/draft-07/schema#', 'type': 'string'} |
| 109 | + transformer = GoogleJsonSchemaTransformer(schema) |
| 110 | + transformed = transformer.walk() |
| 111 | + |
| 112 | + assert '$schema' not in transformed |
| 113 | + assert transformed == snapshot({'type': 'string'}) |
| 114 | + |
| 115 | + |
| 116 | +def test_removes_title_field(): |
| 117 | + """title field should be removed.""" |
| 118 | + schema = {'title': 'MyString', 'type': 'string'} |
| 119 | + transformer = GoogleJsonSchemaTransformer(schema) |
| 120 | + transformed = transformer.walk() |
| 121 | + |
| 122 | + assert 'title' not in transformed |
| 123 | + assert transformed == snapshot({'type': 'string'}) |
| 124 | + |
| 125 | + |
| 126 | +def test_removes_discriminator_field(): |
| 127 | + """discriminator field should be removed.""" |
| 128 | + schema = {'discriminator': {'propertyName': 'type'}, 'type': 'object'} |
| 129 | + transformer = GoogleJsonSchemaTransformer(schema) |
| 130 | + transformed = transformer.walk() |
| 131 | + |
| 132 | + assert 'discriminator' not in transformed |
| 133 | + assert transformed == snapshot({'type': 'object'}) |
| 134 | + |
| 135 | + |
| 136 | +def test_removes_examples_field(): |
| 137 | + """examples field should be removed.""" |
| 138 | + schema = {'examples': ['foo', 'bar'], 'type': 'string'} |
| 139 | + transformer = GoogleJsonSchemaTransformer(schema) |
| 140 | + transformed = transformer.walk() |
| 141 | + |
| 142 | + assert 'examples' not in transformed |
| 143 | + assert transformed == snapshot({'type': 'string'}) |
| 144 | + |
| 145 | + |
| 146 | +def test_removes_exclusive_min_max(): |
| 147 | + """exclusiveMinimum and exclusiveMaximum should be removed.""" |
| 148 | + schema = {'type': 'integer', 'exclusiveMinimum': 0, 'exclusiveMaximum': 100} |
| 149 | + transformer = GoogleJsonSchemaTransformer(schema) |
| 150 | + transformed = transformer.walk() |
| 151 | + |
| 152 | + assert 'exclusiveMinimum' not in transformed |
| 153 | + assert 'exclusiveMaximum' not in transformed |
| 154 | + assert transformed == snapshot({'type': 'integer'}) |
| 155 | + |
| 156 | + |
| 157 | +# ============================================================================= |
| 158 | +# Transformer Tests - format handling |
| 159 | +# ============================================================================= |
| 160 | + |
| 161 | + |
| 162 | +def test_format_moved_to_description(): |
| 163 | + """format should be moved to description for string types.""" |
| 164 | + schema = {'type': 'string', 'format': 'date-time'} |
| 165 | + transformer = GoogleJsonSchemaTransformer(schema) |
| 166 | + transformed = transformer.walk() |
| 167 | + |
| 168 | + assert 'format' not in transformed |
| 169 | + assert transformed == snapshot({'type': 'string', 'description': 'Format: date-time'}) |
| 170 | + |
| 171 | + |
| 172 | +def test_format_appended_to_existing_description(): |
| 173 | + """format should be appended to existing description.""" |
| 174 | + schema = {'type': 'string', 'format': 'email', 'description': 'User email address'} |
| 175 | + transformer = GoogleJsonSchemaTransformer(schema) |
| 176 | + transformed = transformer.walk() |
| 177 | + |
| 178 | + assert 'format' not in transformed |
| 179 | + assert transformed == snapshot({'type': 'string', 'description': 'User email address (format: email)'}) |
| 180 | + |
| 181 | + |
| 182 | +# ============================================================================= |
| 183 | +# Model Profile Tests |
| 184 | +# ============================================================================= |
| 185 | + |
| 186 | + |
| 187 | +def test_model_profile_gemini_2(): |
| 188 | + """Gemini 2.x models should have proper profile settings.""" |
| 189 | + profile = google_model_profile('gemini-2.0-flash') |
| 190 | + assert profile is not None |
| 191 | + assert profile.json_schema_transformer == GoogleJsonSchemaTransformer |
| 192 | + assert profile.supports_json_schema_output is True |
| 193 | + |
| 194 | + |
| 195 | +def test_model_profile_gemini_3(): |
| 196 | + """Gemini 3.x models should support native output with builtin tools.""" |
| 197 | + profile = google_model_profile('gemini-3.0-pro') |
| 198 | + assert profile is not None |
| 199 | + assert profile.google_supports_native_output_with_builtin_tools is True # type: ignore |
| 200 | + |
| 201 | + |
| 202 | +def test_model_profile_image_model(): |
| 203 | + """Image models should have limited capabilities.""" |
| 204 | + profile = google_model_profile('gemini-2.0-flash-image') |
| 205 | + assert profile is not None |
| 206 | + assert profile.supports_image_output is True |
| 207 | + assert profile.supports_json_schema_output is False |
| 208 | + assert profile.supports_tools is False |
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