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test: verification on provider's OAI endpoints (#1893)

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# What does this PR do?


## Test Plan
export MODEL=accounts/fireworks/models/llama4-scout-instruct-basic;
LLAMA_STACK_CONFIG=verification pytest -s -v tests/integration/inference
--vision-model $MODEL --text-model $MODEL
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ehhuang 2025-04-07 23:06:28 -07:00 • committed by GitHub
parent 530d4bdfe1
commit 7b4eb0967e
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43 changed files with 1683 additions and 17 deletions
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32
llama_stack/providers/utils/inference/openai_compat.py
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@ -642,6 +642,36 @@ PYTHON_TYPE_TO_LITELLM_TYPE = {
}
def to_openai_param_type(param_type: str) -> dict:
"""
Convert Python type hints to OpenAI parameter type format.
Examples:
'str' -> {'type': 'string'}
'int' -> {'type': 'integer'}
'list[str]' -> {'type': 'array', 'items': {'type': 'string'}}
'list[int]' -> {'type': 'array', 'items': {'type': 'integer'}}
"""
# Handle basic types first
basic_types = {
"str": "string",
"int": "integer",
"float": "number",
"bool": "boolean",
}
if param_type in basic_types:
return {"type": basic_types[param_type]}
# Handle list/array types
if param_type.startswith("list[") and param_type.endswith("]"):
inner_type = param_type[5:-1]
if inner_type in basic_types:
return {"type": "array", "items": {"type": basic_types.get(inner_type, inner_type)}}
return {"type": param_type}
def convert_tooldef_to_openai_tool(tool: ToolDefinition) -> dict:
"""
Convert a ToolDefinition to an OpenAI API-compatible dictionary.
@ -702,7 +732,7 @@ def convert_tooldef_to_openai_tool(tool: ToolDefinition) -> dict:
properties = parameters["properties"]
required = []
for param_name, param in tool.parameters.items():
properties[param_name] = {"type": PYTHON_TYPE_TO_LITELLM_TYPE.get(param.param_type, param.param_type)}
properties[param_name] = to_openai_param_type(param.param_type)
if param.description:
properties[param_name].update(description=param.description)
if param.default: