Vladimir Ivic
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560467e6fe
|
Add Ollama inference mocks
Summary:
This commit adds mock support for Ollama inference testing.
Use `--mock-overrides` during your test run:
```
pytest llama_stack/providers/tests/inference/test_text_inference.py -m "ollama" --mock-overrides inference=ollama --inference-model Llama3.2-1B-Instruct
```
The test will run using Ollama provider using mock Adapter.
Test Plan:
Run tests
```
pytest llama_stack/providers/tests/inference/test_text_inference.py -m "ollama" --mock-overrides inference=ollama --inference-model Llama3.2-1B-Instruct -v -s --tb=short --disable-warnings
====================================================================================================== test session starts ======================================================================================================
platform darwin -- Python 3.11.10, pytest-8.3.3, pluggy-1.5.0 -- /opt/homebrew/Caskroom/miniconda/base/envs/llama-stack/bin/python
cachedir: .pytest_cache
rootdir: /Users/vivic/Code/llama-stack
configfile: pyproject.toml
plugins: asyncio-0.24.0, anyio-4.6.2.post1
asyncio: mode=Mode.STRICT, default_loop_scope=None
collected 56 items / 48 deselected / 8 selected
llama_stack/providers/tests/inference/test_text_inference.py::TestInference::test_model_list[-ollama] Overriding inference=ollama with mocks from inference_ollama_mocks
Resolved 4 providers
inner-inference => ollama
models => __routing_table__
inference => __autorouted__
inspect => __builtin__
Models: Llama3.2-1B-Instruct served by ollama
PASSED
llama_stack/providers/tests/inference/test_text_inference.py::TestInference::test_completion[-ollama] PASSED
llama_stack/providers/tests/inference/test_text_inference.py::TestInference::test_completions_structured_output[-ollama] SKIPPED (This test is not quite robust)
llama_stack/providers/tests/inference/test_text_inference.py::TestInference::test_chat_completion_non_streaming[-ollama] PASSED
llama_stack/providers/tests/inference/test_text_inference.py::TestInference::test_structured_output[-ollama] SKIPPED (Other inference providers don't support structured output yet)
llama_stack/providers/tests/inference/test_text_inference.py::TestInference::test_chat_completion_streaming[-ollama] PASSED
llama_stack/providers/tests/inference/test_text_inference.py::TestInference::test_chat_completion_with_tool_calling[-ollama] PASSED
llama_stack/providers/tests/inference/test_text_inference.py::TestInference::test_chat_completion_with_tool_calling_streaming[-ollama] PASSED
==================================================================================== 6 passed, 2 skipped, 48 deselected, 6 warnings in 0.11s ====================================================================================
```
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2024-11-21 15:42:34 -08:00 |
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