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import asyncio
import uuid
import pytest
from r2r import (
AsyncPipe,
AsyncState,
Prompt,
Vector,
VectorEntry,
VectorSearchRequest,
VectorSearchResult,
VectorType,
generate_id_from_label,
)
@pytest.fixture(scope="session", autouse=True)
def event_loop_policy():
asyncio.set_event_loop_policy(asyncio.DefaultEventLoopPolicy())
@pytest.fixture(scope="function")
def event_loop():
loop = asyncio.get_event_loop_policy().new_event_loop()
yield loop
loop.close()
asyncio.set_event_loop(None)
@pytest.fixture(scope="session", autouse=True)
async def cleanup_tasks():
yield
for task in asyncio.all_tasks():
if task is not asyncio.current_task():
task.cancel()
try:
await task
except asyncio.CancelledError:
pass
@pytest.mark.asyncio
async def test_async_state_update_and_get():
state = AsyncState()
outer_key = "test_key"
values = {"inner_key": "value"}
await state.update(outer_key, values)
result = await state.get(outer_key, "inner_key")
assert result == "value"
@pytest.mark.asyncio
async def test_async_state_delete():
state = AsyncState()
outer_key = "test_key"
values = {"inner_key": "value"}
await state.update(outer_key, values)
await state.delete(outer_key, "inner_key")
result = await state.get(outer_key, "inner_key")
assert result == {}, "Expect empty result after deletion"
class MockAsyncPipe(AsyncPipe):
async def _run_logic(self, input, state, run_id, *args, **kwargs):
yield "processed"
@pytest.mark.asyncio
async def test_async_pipe_run():
pipe = MockAsyncPipe()
async def list_to_generator(lst):
for item in lst:
yield item
input = pipe.Input(message=list_to_generator(["test"]))
state = AsyncState()
try:
async_generator = await pipe.run(input, state)
results = [result async for result in async_generator]
assert results == ["processed"]
except asyncio.CancelledError:
pass # Task cancelled as expected
def test_prompt_initialization_and_formatting():
prompt = Prompt(
name="greet", template="Hello, {name}!", input_types={"name": "str"}
)
formatted = prompt.format_prompt({"name": "Alice"})
assert formatted == "Hello, Alice!"
def test_prompt_missing_input():
prompt = Prompt(
name="greet", template="Hello, {name}!", input_types={"name": "str"}
)
with pytest.raises(ValueError):
prompt.format_prompt({})
def test_prompt_invalid_input_type():
prompt = Prompt(
name="greet", template="Hello, {name}!", input_types={"name": "int"}
)
with pytest.raises(TypeError):
prompt.format_prompt({"name": "Alice"})
def test_search_request_with_optional_filters():
request = VectorSearchRequest(
query="test", limit=10, filters={"category": "books"}
)
assert request.query == "test"
assert request.limit == 10
assert request.filters == {"category": "books"}
def test_search_result_to_string():
result = VectorSearchResult(
id=generate_id_from_label("1"),
score=9.5,
metadata={"author": "John Doe"},
)
result_str = str(result)
assert (
result_str
== f"VectorSearchResult(id={str(generate_id_from_label('1'))}, score=9.5, metadata={{'author': 'John Doe'}})"
)
def test_search_result_repr():
result = VectorSearchResult(
id=generate_id_from_label("1"),
score=9.5,
metadata={"author": "John Doe"},
)
assert (
repr(result)
== f"VectorSearchResult(id={str(generate_id_from_label('1'))}, score=9.5, metadata={{'author': 'John Doe'}})"
)
def test_vector_fixed_length_validation():
with pytest.raises(ValueError):
Vector(data=[1.0, 2.0], type=VectorType.FIXED, length=3)
def test_vector_entry_serialization():
vector = Vector(data=[1.0, 2.0], type=VectorType.FIXED, length=2)
entry_id = uuid.uuid4()
entry = VectorEntry(
id=entry_id, vector=vector, metadata={"key": uuid.uuid4()}
)
serializable = entry.to_serializable()
assert serializable["id"] == str(entry_id)
assert serializable["vector"] == [1.0, 2.0]
assert isinstance(
serializable["metadata"]["key"], str
) # Check UUID conversion to string
|
