[ez] move harmony utils to parser folder (#30117)
Signed-off-by: Andrew Xia <axia@fb.com> Co-authored-by: Andrew Xia <axia@fb.com>
This commit is contained in:
453
tests/entrypoints/openai/parser/test_harmony_utils.py
Normal file
453
tests/entrypoints/openai/parser/test_harmony_utils.py
Normal file
@@ -0,0 +1,453 @@
|
||||
# SPDX-License-Identifier: Apache-2.0
|
||||
# SPDX-FileCopyrightText: Copyright contributors to the vLLM project
|
||||
|
||||
from openai.types.responses import ResponseFunctionToolCall, ResponseReasoningItem
|
||||
from openai_harmony import Author, Message, Role, TextContent
|
||||
|
||||
from vllm.entrypoints.openai.parser.harmony_utils import (
|
||||
has_custom_tools,
|
||||
parse_input_to_harmony_message,
|
||||
parse_output_message,
|
||||
)
|
||||
|
||||
|
||||
class TestParseInputToHarmonyMessage:
|
||||
"""Tests for parse_input_to_harmony_message function."""
|
||||
|
||||
def test_assistant_message_with_tool_calls(self):
|
||||
"""Test parsing assistant message with tool calls."""
|
||||
chat_msg = {
|
||||
"role": "assistant",
|
||||
"tool_calls": [
|
||||
{
|
||||
"function": {
|
||||
"name": "get_weather",
|
||||
"arguments": '{"location": "San Francisco"}',
|
||||
}
|
||||
},
|
||||
{
|
||||
"function": {
|
||||
"name": "search_web",
|
||||
"arguments": '{"query": "latest news"}',
|
||||
}
|
||||
},
|
||||
],
|
||||
}
|
||||
|
||||
messages = parse_input_to_harmony_message(chat_msg)
|
||||
|
||||
assert len(messages) == 2
|
||||
|
||||
# First tool call
|
||||
assert messages[0].author.role == Role.ASSISTANT
|
||||
assert messages[0].content[0].text == '{"location": "San Francisco"}'
|
||||
assert messages[0].channel == "commentary"
|
||||
assert messages[0].recipient == "functions.get_weather"
|
||||
assert messages[0].content_type == "json"
|
||||
|
||||
# Second tool call
|
||||
assert messages[1].author.role == Role.ASSISTANT
|
||||
assert messages[1].content[0].text == '{"query": "latest news"}'
|
||||
assert messages[1].channel == "commentary"
|
||||
assert messages[1].recipient == "functions.search_web"
|
||||
assert messages[1].content_type == "json"
|
||||
|
||||
def test_assistant_message_with_empty_tool_call_arguments(self):
|
||||
"""Test parsing assistant message with tool call having None arguments."""
|
||||
chat_msg = {
|
||||
"role": "assistant",
|
||||
"tool_calls": [
|
||||
{
|
||||
"function": {
|
||||
"name": "get_current_time",
|
||||
"arguments": None,
|
||||
}
|
||||
}
|
||||
],
|
||||
}
|
||||
|
||||
messages = parse_input_to_harmony_message(chat_msg)
|
||||
|
||||
assert len(messages) == 1
|
||||
assert messages[0].content[0].text == ""
|
||||
assert messages[0].recipient == "functions.get_current_time"
|
||||
|
||||
def test_tool_message_with_string_content(self):
|
||||
"""Test parsing tool message with string content."""
|
||||
chat_msg = {
|
||||
"role": "tool",
|
||||
"name": "get_weather",
|
||||
"content": "The weather in San Francisco is sunny, 72°F",
|
||||
}
|
||||
|
||||
messages = parse_input_to_harmony_message(chat_msg)
|
||||
|
||||
assert len(messages) == 1
|
||||
assert messages[0].author.role == Role.TOOL
|
||||
assert messages[0].author.name == "functions.get_weather"
|
||||
assert (
|
||||
messages[0].content[0].text == "The weather in San Francisco is sunny, 72°F"
|
||||
)
|
||||
assert messages[0].channel == "commentary"
|
||||
|
||||
def test_tool_message_with_array_content(self):
|
||||
"""Test parsing tool message with array content."""
|
||||
chat_msg = {
|
||||
"role": "tool",
|
||||
"name": "search_results",
|
||||
"content": [
|
||||
{"type": "text", "text": "Result 1: "},
|
||||
{"type": "text", "text": "Result 2: "},
|
||||
{
|
||||
"type": "image",
|
||||
"url": "http://example.com/img.png",
|
||||
}, # Should be ignored
|
||||
{"type": "text", "text": "Result 3"},
|
||||
],
|
||||
}
|
||||
|
||||
messages = parse_input_to_harmony_message(chat_msg)
|
||||
|
||||
assert len(messages) == 1
|
||||
assert messages[0].author.role == Role.TOOL
|
||||
assert messages[0].content[0].text == "Result 1: Result 2: Result 3"
|
||||
|
||||
def test_tool_message_with_empty_content(self):
|
||||
"""Test parsing tool message with None content."""
|
||||
chat_msg = {
|
||||
"role": "tool",
|
||||
"name": "empty_tool",
|
||||
"content": None,
|
||||
}
|
||||
|
||||
messages = parse_input_to_harmony_message(chat_msg)
|
||||
|
||||
assert len(messages) == 1
|
||||
assert messages[0].content[0].text == ""
|
||||
|
||||
def test_system_message(self):
|
||||
"""Test parsing system message."""
|
||||
chat_msg = {
|
||||
"role": "system",
|
||||
"content": "You are a helpful assistant",
|
||||
}
|
||||
|
||||
messages = parse_input_to_harmony_message(chat_msg)
|
||||
|
||||
assert len(messages) == 1
|
||||
# System messages are converted using Message.from_dict
|
||||
# which should preserve the role
|
||||
assert messages[0].author.role == Role.SYSTEM
|
||||
|
||||
def test_developer_message(self):
|
||||
"""Test parsing developer message."""
|
||||
chat_msg = {
|
||||
"role": "developer",
|
||||
"content": "Use concise language",
|
||||
}
|
||||
|
||||
messages = parse_input_to_harmony_message(chat_msg)
|
||||
|
||||
assert len(messages) == 1
|
||||
assert messages[0].author.role == Role.DEVELOPER
|
||||
|
||||
def test_user_message_with_string_content(self):
|
||||
"""Test parsing user message with string content."""
|
||||
chat_msg = {
|
||||
"role": "user",
|
||||
"content": "What's the weather in San Francisco?",
|
||||
}
|
||||
|
||||
messages = parse_input_to_harmony_message(chat_msg)
|
||||
|
||||
assert len(messages) == 1
|
||||
assert messages[0].author.role == Role.USER
|
||||
assert messages[0].content[0].text == "What's the weather in San Francisco?"
|
||||
|
||||
def test_user_message_with_array_content(self):
|
||||
"""Test parsing user message with array content."""
|
||||
chat_msg = {
|
||||
"role": "user",
|
||||
"content": [
|
||||
{"text": "What's in this image? "},
|
||||
{"text": "Please describe it."},
|
||||
],
|
||||
}
|
||||
|
||||
messages = parse_input_to_harmony_message(chat_msg)
|
||||
|
||||
assert len(messages) == 1
|
||||
assert messages[0].author.role == Role.USER
|
||||
assert len(messages[0].content) == 2
|
||||
assert messages[0].content[0].text == "What's in this image? "
|
||||
assert messages[0].content[1].text == "Please describe it."
|
||||
|
||||
def test_assistant_message_with_string_content(self):
|
||||
"""Test parsing assistant message with string content (no tool calls)."""
|
||||
chat_msg = {
|
||||
"role": "assistant",
|
||||
"content": "Hello! How can I help you today?",
|
||||
}
|
||||
|
||||
messages = parse_input_to_harmony_message(chat_msg)
|
||||
|
||||
assert len(messages) == 1
|
||||
assert messages[0].author.role == Role.ASSISTANT
|
||||
assert messages[0].content[0].text == "Hello! How can I help you today?"
|
||||
|
||||
def test_pydantic_model_input(self):
|
||||
"""Test parsing Pydantic model input (has model_dump method)."""
|
||||
|
||||
class MockPydanticModel:
|
||||
def model_dump(self, exclude_none=True):
|
||||
return {
|
||||
"role": "user",
|
||||
"content": "Test message",
|
||||
}
|
||||
|
||||
chat_msg = MockPydanticModel()
|
||||
messages = parse_input_to_harmony_message(chat_msg)
|
||||
|
||||
assert len(messages) == 1
|
||||
assert messages[0].author.role == Role.USER
|
||||
assert messages[0].content[0].text == "Test message"
|
||||
|
||||
def test_message_with_empty_content(self):
|
||||
"""Test parsing message with empty string content."""
|
||||
chat_msg = {
|
||||
"role": "user",
|
||||
"content": "",
|
||||
}
|
||||
|
||||
messages = parse_input_to_harmony_message(chat_msg)
|
||||
|
||||
assert len(messages) == 1
|
||||
assert messages[0].content[0].text == ""
|
||||
|
||||
def test_tool_call_with_missing_function_fields(self):
|
||||
"""Test parsing tool call with missing name or arguments."""
|
||||
chat_msg = {
|
||||
"role": "assistant",
|
||||
"tool_calls": [
|
||||
{
|
||||
"function": {} # Missing both name and arguments
|
||||
}
|
||||
],
|
||||
}
|
||||
|
||||
messages = parse_input_to_harmony_message(chat_msg)
|
||||
|
||||
assert len(messages) == 1
|
||||
assert messages[0].recipient == "functions."
|
||||
assert messages[0].content[0].text == ""
|
||||
|
||||
def test_array_content_with_missing_text(self):
|
||||
"""Test parsing array content where text field is missing."""
|
||||
chat_msg = {
|
||||
"role": "user",
|
||||
"content": [
|
||||
{}, # Missing text field
|
||||
{"text": "actual text"},
|
||||
],
|
||||
}
|
||||
|
||||
messages = parse_input_to_harmony_message(chat_msg)
|
||||
|
||||
assert len(messages) == 1
|
||||
assert len(messages[0].content) == 2
|
||||
assert messages[0].content[0].text == ""
|
||||
assert messages[0].content[1].text == "actual text"
|
||||
|
||||
|
||||
class TestParseOutputMessage:
|
||||
"""Tests for parse_output_message function."""
|
||||
|
||||
def test_commentary_with_no_recipient_creates_reasoning(self):
|
||||
"""Test that commentary with recipient=None (preambles) creates reasoning items.
|
||||
|
||||
Per Harmony format, commentary channel can contain preambles to calling
|
||||
multiple functions - explanatory text with no recipient.
|
||||
"""
|
||||
message = Message.from_role_and_content(
|
||||
Role.ASSISTANT, "I will now search for the weather information."
|
||||
)
|
||||
message = message.with_channel("commentary")
|
||||
# recipient is None by default, representing a preamble
|
||||
|
||||
output_items = parse_output_message(message)
|
||||
|
||||
assert len(output_items) == 1
|
||||
assert isinstance(output_items[0], ResponseReasoningItem)
|
||||
assert output_items[0].type == "reasoning"
|
||||
assert (
|
||||
output_items[0].content[0].text
|
||||
== "I will now search for the weather information."
|
||||
)
|
||||
assert output_items[0].content[0].type == "reasoning_text"
|
||||
|
||||
def test_commentary_with_function_recipient_creates_function_call(self):
|
||||
"""Test commentary with recipient='functions.X' creates function calls."""
|
||||
message = Message.from_role_and_content(
|
||||
Role.ASSISTANT, '{"location": "San Francisco", "units": "celsius"}'
|
||||
)
|
||||
message = message.with_channel("commentary")
|
||||
message = message.with_recipient("functions.get_weather")
|
||||
|
||||
output_items = parse_output_message(message)
|
||||
|
||||
assert len(output_items) == 1
|
||||
assert isinstance(output_items[0], ResponseFunctionToolCall)
|
||||
assert output_items[0].type == "function_call"
|
||||
assert output_items[0].name == "get_weather"
|
||||
assert (
|
||||
output_items[0].arguments
|
||||
== '{"location": "San Francisco", "units": "celsius"}'
|
||||
)
|
||||
assert output_items[0].call_id.startswith("call_")
|
||||
assert output_items[0].id.startswith("fc_")
|
||||
|
||||
def test_commentary_with_python_recipient_creates_reasoning(self):
|
||||
"""Test that commentary with recipient='python' creates reasoning items."""
|
||||
message = Message.from_role_and_content(
|
||||
Role.ASSISTANT, "import numpy as np\nprint(np.array([1, 2, 3]))"
|
||||
)
|
||||
message = message.with_channel("commentary")
|
||||
message = message.with_recipient("python")
|
||||
|
||||
output_items = parse_output_message(message)
|
||||
|
||||
assert len(output_items) == 1
|
||||
assert isinstance(output_items[0], ResponseReasoningItem)
|
||||
assert output_items[0].type == "reasoning"
|
||||
assert (
|
||||
output_items[0].content[0].text
|
||||
== "import numpy as np\nprint(np.array([1, 2, 3]))"
|
||||
)
|
||||
|
||||
def test_commentary_with_browser_recipient_creates_reasoning(self):
|
||||
"""Test that commentary with recipient='browser' creates reasoning items."""
|
||||
message = Message.from_role_and_content(
|
||||
Role.ASSISTANT, "Navigating to the specified URL"
|
||||
)
|
||||
message = message.with_channel("commentary")
|
||||
message = message.with_recipient("browser")
|
||||
|
||||
output_items = parse_output_message(message)
|
||||
|
||||
assert len(output_items) == 1
|
||||
assert isinstance(output_items[0], ResponseReasoningItem)
|
||||
assert output_items[0].type == "reasoning"
|
||||
assert output_items[0].content[0].text == "Navigating to the specified URL"
|
||||
|
||||
def test_commentary_with_container_recipient_creates_reasoning(self):
|
||||
"""Test that commentary with recipient='container' creates reasoning items."""
|
||||
message = Message.from_role_and_content(
|
||||
Role.ASSISTANT, "Running command in container"
|
||||
)
|
||||
message = message.with_channel("commentary")
|
||||
message = message.with_recipient("container")
|
||||
|
||||
output_items = parse_output_message(message)
|
||||
|
||||
assert len(output_items) == 1
|
||||
assert isinstance(output_items[0], ResponseReasoningItem)
|
||||
assert output_items[0].type == "reasoning"
|
||||
assert output_items[0].content[0].text == "Running command in container"
|
||||
|
||||
def test_commentary_with_empty_content_and_no_recipient(self):
|
||||
"""Test edge case: empty commentary with recipient=None."""
|
||||
message = Message.from_role_and_content(Role.ASSISTANT, "")
|
||||
message = message.with_channel("commentary")
|
||||
|
||||
output_items = parse_output_message(message)
|
||||
|
||||
assert len(output_items) == 1
|
||||
assert isinstance(output_items[0], ResponseReasoningItem)
|
||||
assert output_items[0].content[0].text == ""
|
||||
|
||||
def test_commentary_with_multiple_contents_and_no_recipient(self):
|
||||
"""Test multiple content items in commentary with no recipient."""
|
||||
contents = [
|
||||
TextContent(text="Step 1: Analyze the request"),
|
||||
TextContent(text="Step 2: Prepare to call functions"),
|
||||
]
|
||||
message = Message.from_role_and_contents(Role.ASSISTANT, contents)
|
||||
message = message.with_channel("commentary")
|
||||
|
||||
output_items = parse_output_message(message)
|
||||
|
||||
assert len(output_items) == 2
|
||||
assert all(isinstance(item, ResponseReasoningItem) for item in output_items)
|
||||
assert output_items[0].content[0].text == "Step 1: Analyze the request"
|
||||
assert output_items[1].content[0].text == "Step 2: Prepare to call functions"
|
||||
|
||||
def test_commentary_with_multiple_function_calls(self):
|
||||
"""Test multiple function calls in commentary channel."""
|
||||
contents = [
|
||||
TextContent(text='{"location": "San Francisco"}'),
|
||||
TextContent(text='{"location": "New York"}'),
|
||||
]
|
||||
message = Message.from_role_and_contents(Role.ASSISTANT, contents)
|
||||
message = message.with_channel("commentary")
|
||||
message = message.with_recipient("functions.get_weather")
|
||||
|
||||
output_items = parse_output_message(message)
|
||||
|
||||
assert len(output_items) == 2
|
||||
assert all(isinstance(item, ResponseFunctionToolCall) for item in output_items)
|
||||
assert output_items[0].name == "get_weather"
|
||||
assert output_items[1].name == "get_weather"
|
||||
assert output_items[0].arguments == '{"location": "San Francisco"}'
|
||||
assert output_items[1].arguments == '{"location": "New York"}'
|
||||
|
||||
def test_commentary_with_unknown_recipient_raises_error(self):
|
||||
"""Test that commentary with unknown recipient raises ValueError."""
|
||||
message = Message.from_role_and_content(Role.ASSISTANT, "some content")
|
||||
message = message.with_channel("commentary")
|
||||
message = message.with_recipient("unknown_recipient")
|
||||
|
||||
try:
|
||||
parse_output_message(message)
|
||||
raise AssertionError("Expected ValueError to be raised")
|
||||
except ValueError as e:
|
||||
assert "Unknown recipient: unknown_recipient" in str(e)
|
||||
|
||||
def test_analysis_channel_creates_reasoning(self):
|
||||
"""Test that analysis channel creates reasoning items."""
|
||||
message = Message.from_role_and_content(
|
||||
Role.ASSISTANT, "Analyzing the problem step by step..."
|
||||
)
|
||||
message = message.with_channel("analysis")
|
||||
|
||||
output_items = parse_output_message(message)
|
||||
|
||||
assert len(output_items) == 1
|
||||
assert isinstance(output_items[0], ResponseReasoningItem)
|
||||
assert output_items[0].type == "reasoning"
|
||||
assert (
|
||||
output_items[0].content[0].text == "Analyzing the problem step by step..."
|
||||
)
|
||||
|
||||
def test_non_assistant_message_returns_empty(self):
|
||||
"""Test that non-assistant messages return empty list.
|
||||
|
||||
Per the implementation, tool messages to assistant (e.g., search results)
|
||||
are not included in final output to align with OpenAI behavior.
|
||||
"""
|
||||
message = Message.from_author_and_content(
|
||||
Author.new(Role.TOOL, "functions.get_weather"),
|
||||
"The weather is sunny, 72°F",
|
||||
)
|
||||
|
||||
output_items = parse_output_message(message)
|
||||
|
||||
assert len(output_items) == 0
|
||||
|
||||
|
||||
def test_has_custom_tools() -> None:
|
||||
assert not has_custom_tools(set())
|
||||
assert not has_custom_tools({"web_search_preview", "code_interpreter", "container"})
|
||||
assert has_custom_tools({"others"})
|
||||
assert has_custom_tools(
|
||||
{"web_search_preview", "code_interpreter", "container", "others"}
|
||||
)
|
||||
Reference in New Issue
Block a user