|
| 1 | +import pytest |
| 2 | +from litellm.llms.oci.chat.transformation import adapt_messages_to_generic_oci_standard |
| 3 | + |
| 4 | +def test_adapt_messages_with_empty_content_and_tool_calls(): |
| 5 | + """Test that assistant messages with empty content and tool_calls are processed correctly.""" |
| 6 | + # Arrange |
| 7 | + messages_with_empty_content = [ |
| 8 | + {"role": "user", "content": "Tell me the weather in Tokyo."}, |
| 9 | + { |
| 10 | + "role": "assistant", |
| 11 | + "content": "", # Empty string |
| 12 | + "tool_calls": [ |
| 13 | + { |
| 14 | + "id": "call_test_empty", |
| 15 | + "type": "function", |
| 16 | + "function": { |
| 17 | + "name": "get_weather", |
| 18 | + "arguments": '{"city": "Tokyo"}' |
| 19 | + } |
| 20 | + } |
| 21 | + ] |
| 22 | + }, |
| 23 | + { |
| 24 | + "role": "tool", |
| 25 | + "content": '{"weather": "Sunny", "temperature": "25°C"}', |
| 26 | + "tool_call_id": "call_test_empty" |
| 27 | + } |
| 28 | + ] |
| 29 | + |
| 30 | + # Act |
| 31 | + result = adapt_messages_to_generic_oci_standard(messages_with_empty_content) |
| 32 | + |
| 33 | + # Assert |
| 34 | + assert len(result) == 3 |
| 35 | + |
| 36 | + # Check user message |
| 37 | + assert result[0].role == "USER" |
| 38 | + assert result[0].content[0].type == "TEXT" |
| 39 | + assert result[0].content[0].text == "Tell me the weather in Tokyo." |
| 40 | + |
| 41 | + # Check assistant message with tool_calls (should prioritize tool_calls over empty content) |
| 42 | + assert result[1].role == "ASSISTANT" |
| 43 | + assert result[1].toolCalls is not None |
| 44 | + assert len(result[1].toolCalls) == 1 |
| 45 | + assert result[1].toolCalls[0].id == "call_test_empty" |
| 46 | + assert result[1].toolCalls[0].name == "get_weather" |
| 47 | + |
| 48 | + # Check tool response message |
| 49 | + assert result[2].role == "TOOL" # Tool responses have TOOL role, not USER |
| 50 | + assert result[2].content[0].type == "TEXT" |
| 51 | + assert "weather" in result[2].content[0].text |
| 52 | + assert result[2].toolCallId == "call_test_empty" # Tool call ID is in separate field |
| 53 | + |
| 54 | +def test_adapt_messages_with_none_content_and_tool_calls(): |
| 55 | + """Test that assistant messages with None content and tool_calls are processed correctly.""" |
| 56 | + # Arrange |
| 57 | + messages_with_none_content = [ |
| 58 | + {"role": "user", "content": "Tell me the weather in Tokyo."}, |
| 59 | + { |
| 60 | + "role": "assistant", |
| 61 | + "content": None, # None value |
| 62 | + "tool_calls": [ |
| 63 | + { |
| 64 | + "id": "call_test_none", |
| 65 | + "type": "function", |
| 66 | + "function": { |
| 67 | + "name": "get_weather", |
| 68 | + "arguments": '{"city": "Tokyo"}' |
| 69 | + } |
| 70 | + } |
| 71 | + ] |
| 72 | + }, |
| 73 | + { |
| 74 | + "role": "tool", |
| 75 | + "content": '{"weather": "Sunny", "temperature": "25°C"}', |
| 76 | + "tool_call_id": "call_test_none" |
| 77 | + } |
| 78 | + ] |
| 79 | + |
| 80 | + # Act |
| 81 | + result = adapt_messages_to_generic_oci_standard(messages_with_none_content) |
| 82 | + |
| 83 | + # Assert |
| 84 | + assert len(result) == 3 |
| 85 | + |
| 86 | + # Check assistant message prioritizes tool_calls over None content |
| 87 | + assert result[1].role == "ASSISTANT" |
| 88 | + assert result[1].toolCalls is not None |
| 89 | + assert len(result[1].toolCalls) == 1 |
| 90 | + assert result[1].toolCalls[0].id == "call_test_none" |
| 91 | + |
| 92 | +def test_adapt_messages_with_tool_calls_only(): |
| 93 | + """Test that assistant messages with only tool_calls (no content field) are processed correctly.""" |
| 94 | + # Arrange |
| 95 | + messages_no_content = [ |
| 96 | + {"role": "user", "content": "Tell me the weather in Tokyo."}, |
| 97 | + { |
| 98 | + "role": "assistant", |
| 99 | + # No content field at all |
| 100 | + "tool_calls": [ |
| 101 | + { |
| 102 | + "id": "call_test_no_content", |
| 103 | + "type": "function", |
| 104 | + "function": { |
| 105 | + "name": "get_weather", |
| 106 | + "arguments": '{"city": "Tokyo"}' |
| 107 | + } |
| 108 | + } |
| 109 | + ] |
| 110 | + }, |
| 111 | + { |
| 112 | + "role": "tool", |
| 113 | + "content": '{"weather": "Sunny", "temperature": "25°C"}', |
| 114 | + "tool_call_id": "call_test_no_content" |
| 115 | + } |
| 116 | + ] |
| 117 | + |
| 118 | + # Act |
| 119 | + result = adapt_messages_to_generic_oci_standard(messages_no_content) |
| 120 | + |
| 121 | + # Assert |
| 122 | + assert len(result) == 3 |
| 123 | + |
| 124 | + # Check assistant message processes tool_calls correctly |
| 125 | + assert result[1].role == "ASSISTANT" |
| 126 | + assert result[1].toolCalls is not None |
| 127 | + assert len(result[1].toolCalls) == 1 |
| 128 | + assert result[1].toolCalls[0].id == "call_test_no_content" |
| 129 | + |
| 130 | +def test_adapt_messages_with_content_only(): |
| 131 | + """Test that assistant messages with only content (no tool_calls) are processed correctly.""" |
| 132 | + # Arrange |
| 133 | + messages_content_only = [ |
| 134 | + {"role": "user", "content": "Hello"}, |
| 135 | + { |
| 136 | + "role": "assistant", |
| 137 | + "content": "Hello! How can I help you today?" |
| 138 | + } |
| 139 | + ] |
| 140 | + |
| 141 | + # Act |
| 142 | + result = adapt_messages_to_generic_oci_standard(messages_content_only) |
| 143 | + |
| 144 | + # Assert |
| 145 | + assert len(result) == 2 |
| 146 | + |
| 147 | + # Check assistant message with content only |
| 148 | + assert result[1].role == "ASSISTANT" |
| 149 | + assert result[1].content[0].type == "TEXT" |
| 150 | + assert result[1].content[0].text == "Hello! How can I help you today?" |
| 151 | + assert result[1].toolCalls is None |
| 152 | + |
| 153 | +def test_adapt_messages_tool_id_tracking(): |
| 154 | + """Test that tool call IDs are properly tracked for validation.""" |
| 155 | + # Arrange |
| 156 | + messages = [ |
| 157 | + {"role": "user", "content": "Test"}, |
| 158 | + { |
| 159 | + "role": "assistant", |
| 160 | + "tool_calls": [ |
| 161 | + { |
| 162 | + "id": "call_123", |
| 163 | + "type": "function", |
| 164 | + "function": { |
| 165 | + "name": "test_func", |
| 166 | + "arguments": '{"param": "value"}' |
| 167 | + } |
| 168 | + } |
| 169 | + ] |
| 170 | + }, |
| 171 | + { |
| 172 | + "role": "tool", |
| 173 | + "content": "Result", |
| 174 | + "tool_call_id": "call_123" |
| 175 | + } |
| 176 | + ] |
| 177 | + |
| 178 | + # Act |
| 179 | + result = adapt_messages_to_generic_oci_standard(messages) |
| 180 | + |
| 181 | + # Assert |
| 182 | + # Tool call should be processed and ID should be available for validation |
| 183 | + assert result[1].toolCalls[0].id == "call_123" |
| 184 | + |
| 185 | + # Tool response should reference the same ID |
| 186 | + tool_response_text = result[2].content[0].text |
| 187 | + # Tool response text is just the content, tool_call_id is separate |
| 188 | + assert tool_response_text == "Result" # The actual content |
| 189 | + assert result[2].toolCallId == "call_123" # Tool call ID is in separate field |
| 190 | + |
| 191 | +def test_adapt_messages_multiple_tool_calls(): |
| 192 | + """Test that multiple tool calls in a single message are processed correctly.""" |
| 193 | + # Arrange |
| 194 | + messages = [ |
| 195 | + {"role": "user", "content": "Test multiple tools"}, |
| 196 | + { |
| 197 | + "role": "assistant", |
| 198 | + "content": "", |
| 199 | + "tool_calls": [ |
| 200 | + { |
| 201 | + "id": "call_1", |
| 202 | + "type": "function", |
| 203 | + "function": { |
| 204 | + "name": "func1", |
| 205 | + "arguments": '{"param": "value1"}' |
| 206 | + } |
| 207 | + }, |
| 208 | + { |
| 209 | + "id": "call_2", |
| 210 | + "type": "function", |
| 211 | + "function": { |
| 212 | + "name": "func2", |
| 213 | + "arguments": '{"param": "value2"}' |
| 214 | + } |
| 215 | + } |
| 216 | + ] |
| 217 | + } |
| 218 | + ] |
| 219 | + |
| 220 | + # Act |
| 221 | + result = adapt_messages_to_generic_oci_standard(messages) |
| 222 | + |
| 223 | + # Assert |
| 224 | + assert len(result) == 2 |
| 225 | + assert result[1].role == "ASSISTANT" |
| 226 | + assert len(result[1].toolCalls) == 2 |
| 227 | + assert result[1].toolCalls[0].id == "call_1" |
| 228 | + assert result[1].toolCalls[1].id == "call_2" |
| 229 | + |
0 commit comments