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from datetime import datetime |
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from unittest.mock import patch |
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from uuid import UUID, uuid4 |
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import pytest |
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from langflow.services.database.models.variable.model import VariableUpdate |
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from langflow.services.deps import get_settings_service |
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from langflow.services.settings.constants import VARIABLES_TO_GET_FROM_ENVIRONMENT |
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from langflow.services.variable.constants import CREDENTIAL_TYPE, GENERIC_TYPE |
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from langflow.services.variable.service import DatabaseVariableService |
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from sqlalchemy.ext.asyncio import create_async_engine |
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from sqlmodel import Session, SQLModel |
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from sqlmodel.ext.asyncio.session import AsyncSession |
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@pytest.fixture |
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def service(): |
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settings_service = get_settings_service() |
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return DatabaseVariableService(settings_service) |
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@pytest.fixture |
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async def session(): |
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engine = create_async_engine("sqlite+aiosqlite:///:memory:") |
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async with engine.begin() as conn: |
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await conn.run_sync(SQLModel.metadata.create_all) |
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async with AsyncSession(engine, expire_on_commit=False) as session: |
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yield session |
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def _get_variable( |
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session: Session, |
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service, |
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user_id: UUID | str, |
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name: str, |
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field: str, |
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): |
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return service.get_variable(user_id, name, field, session=session) |
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async def test_initialize_user_variables__create_and_update(service, session: AsyncSession): |
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user_id = uuid4() |
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field = "" |
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good_vars = {k: f"value{i}" for i, k in enumerate(VARIABLES_TO_GET_FROM_ENVIRONMENT)} |
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bad_vars = {"VAR1": "value1", "VAR2": "value2", "VAR3": "value3"} |
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env_vars = {**good_vars, **bad_vars} |
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await service.create_variable(user_id, "OPENAI_API_KEY", "outdate", session=session) |
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env_vars["OPENAI_API_KEY"] = "updated_value" |
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with patch.dict("os.environ", env_vars, clear=True): |
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await service.initialize_user_variables(user_id=user_id, session=session) |
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variables = await service.list_variables(user_id, session=session) |
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for name in variables: |
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value = await session.run_sync(_get_variable, service, user_id, name, field) |
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assert value == env_vars[name] |
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assert all(i in variables for i in good_vars) |
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assert all(i not in variables for i in bad_vars) |
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async def test_initialize_user_variables__not_found_variable(service, session: AsyncSession): |
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with patch("langflow.services.variable.service.DatabaseVariableService.create_variable") as m: |
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m.side_effect = Exception() |
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await service.initialize_user_variables(uuid4(), session=session) |
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assert True |
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async def test_initialize_user_variables__skipping_environment_variable_storage(service, session: AsyncSession): |
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service.settings_service.settings.store_environment_variables = False |
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await service.initialize_user_variables(uuid4(), session=session) |
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assert True |
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async def test_get_variable(service, session: AsyncSession): |
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user_id = uuid4() |
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name = "name" |
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value = "value" |
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field = "" |
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await service.create_variable(user_id, name, value, session=session) |
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result = await session.run_sync(_get_variable, service, user_id, name, field) |
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assert result == value |
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async def test_get_variable__valueerror(service, session: AsyncSession): |
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user_id = uuid4() |
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name = "name" |
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field = "" |
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with pytest.raises(ValueError, match=f"{name} variable not found."): |
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await session.run_sync(_get_variable, service, user_id, name, field) |
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async def test_get_variable__typeerror(service, session: AsyncSession): |
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user_id = uuid4() |
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name = "name" |
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value = "value" |
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field = "session_id" |
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type_ = CREDENTIAL_TYPE |
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await service.create_variable(user_id, name, value, type_=type_, session=session) |
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with pytest.raises(TypeError) as exc: |
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await session.run_sync(_get_variable, service, user_id, name, field) |
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assert name in str(exc.value) |
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assert "purpose is to prevent the exposure of value" in str(exc.value) |
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async def test_list_variables(service, session: AsyncSession): |
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user_id = uuid4() |
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names = ["name1", "name2", "name3"] |
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value = "value" |
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for name in names: |
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await service.create_variable(user_id, name, value, session=session) |
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result = await service.list_variables(user_id, session=session) |
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assert all(name in result for name in names) |
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async def test_list_variables__empty(service, session: AsyncSession): |
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result = await service.list_variables(uuid4(), session=session) |
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assert not result |
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assert isinstance(result, list) |
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async def test_update_variable(service, session: AsyncSession): |
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user_id = uuid4() |
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name = "name" |
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old_value = "old_value" |
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new_value = "new_value" |
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field = "" |
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await service.create_variable(user_id, name, old_value, session=session) |
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old_recovered = await session.run_sync(_get_variable, service, user_id, name, field) |
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result = await service.update_variable(user_id, name, new_value, session=session) |
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new_recovered = await session.run_sync(_get_variable, service, user_id, name, field) |
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assert old_value == old_recovered |
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assert new_value == new_recovered |
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assert result.user_id == user_id |
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assert result.name == name |
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assert result.value != old_value |
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assert result.value != new_value |
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assert result.default_fields == [] |
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assert result.type == GENERIC_TYPE |
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assert isinstance(result.created_at, datetime) |
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assert isinstance(result.updated_at, datetime) |
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async def test_update_variable__valueerror(service, session: AsyncSession): |
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user_id = uuid4() |
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name = "name" |
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value = "value" |
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with pytest.raises(ValueError, match=f"{name} variable not found."): |
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await service.update_variable(user_id, name, value, session=session) |
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async def test_update_variable_fields(service, session: AsyncSession): |
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user_id = uuid4() |
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new_name = new_value = "donkey" |
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variable = await service.create_variable(user_id, "old_name", "old_value", session=session) |
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saved = variable.model_dump() |
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variable = VariableUpdate(**saved) |
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variable.name = new_name |
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variable.value = new_value |
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variable.default_fields = ["new_field"] |
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result = await service.update_variable_fields( |
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user_id=user_id, |
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variable_id=saved.get("id"), |
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variable=variable, |
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session=session, |
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) |
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assert result.name == new_name |
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assert result.value != new_value |
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assert saved.get("id") == result.id |
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assert saved.get("user_id") == result.user_id |
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assert saved.get("name") != result.name |
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assert saved.get("value") != result.value |
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assert saved.get("default_fields") != result.default_fields |
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assert saved.get("type") == result.type |
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assert saved.get("created_at") == result.created_at |
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assert saved.get("updated_at") != result.updated_at |
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async def test_delete_variable(service, session: AsyncSession): |
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user_id = uuid4() |
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name = "name" |
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value = "value" |
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field = "" |
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await service.create_variable(user_id, name, value, session=session) |
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recovered = await session.run_sync(_get_variable, service, user_id, name, field) |
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await service.delete_variable(user_id, name, session=session) |
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with pytest.raises(ValueError, match=f"{name} variable not found."): |
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await session.run_sync(_get_variable, service, user_id, name, field) |
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assert recovered == value |
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async def test_delete_variable__valueerror(service, session: AsyncSession): |
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user_id = uuid4() |
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name = "name" |
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with pytest.raises(ValueError, match=f"{name} variable not found."): |
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await service.delete_variable(user_id, name, session=session) |
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async def test_delete_variable_by_id(service, session: AsyncSession): |
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user_id = uuid4() |
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name = "name" |
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value = "value" |
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field = "field" |
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saved = await service.create_variable(user_id, name, value, session=session) |
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recovered = await session.run_sync(_get_variable, service, user_id, name, field) |
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await service.delete_variable_by_id(user_id, saved.id, session=session) |
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with pytest.raises(ValueError, match=f"{name} variable not found."): |
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await session.run_sync(_get_variable, service, user_id, name, field) |
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assert recovered == value |
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async def test_delete_variable_by_id__valueerror(service, session: AsyncSession): |
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user_id = uuid4() |
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variable_id = uuid4() |
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with pytest.raises(ValueError, match=f"{variable_id} variable not found."): |
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await service.delete_variable_by_id(user_id, variable_id, session=session) |
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async def test_create_variable(service, session: AsyncSession): |
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user_id = uuid4() |
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name = "name" |
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value = "value" |
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result = await service.create_variable(user_id, name, value, session=session) |
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assert result.user_id == user_id |
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assert result.name == name |
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assert result.value != value |
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assert result.default_fields == [] |
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assert result.type == GENERIC_TYPE |
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assert isinstance(result.created_at, datetime) |
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assert isinstance(result.updated_at, datetime) |
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