mirror of
https://github.com/NVIDIA-NeMo/DataDesigner
synced 2026-05-24 09:48:29 +00:00
8b79b21298
Preserves tree from previous docs-website head: 5e47d33ea8. This branch is a CI-managed publish artifact like gh-pages; source provenance is tracked in commit messages rather than Git ancestry.
112 lines
3.6 KiB
Python
112 lines
3.6 KiB
Python
# SPDX-FileCopyrightText: Copyright (c) 2025-2026 NVIDIA CORPORATION & AFFILIATES. All rights reserved.
|
|
# SPDX-License-Identifier: Apache-2.0
|
|
|
|
from __future__ import annotations
|
|
|
|
from unittest.mock import Mock
|
|
|
|
import pytest
|
|
|
|
from data_designer.config.base import ConfigBase
|
|
from data_designer.engine.configurable_task import ConfigurableTask, DataT, TaskConfigT
|
|
from data_designer.engine.models.registry import ModelRegistry
|
|
from data_designer.engine.resources.resource_provider import ResourceProvider
|
|
from data_designer.engine.storage.artifact_storage import ArtifactStorage
|
|
|
|
|
|
def test_configurable_task_generic_type_variables() -> None:
|
|
# DataT constraints are deferred to TYPE_CHECKING to avoid eagerly importing pandas.
|
|
# At runtime it is an unconstrained TypeVar; type checkers still see the constraints.
|
|
assert DataT.__constraints__ == ()
|
|
|
|
assert TaskConfigT.__bound__ == ConfigBase
|
|
|
|
|
|
def test_configurable_task_concrete_implementation(tmp_path) -> None:
|
|
class TestConfig(ConfigBase):
|
|
value: str
|
|
|
|
class TestTask(ConfigurableTask[TestConfig]):
|
|
@classmethod
|
|
def get_config_type(cls) -> type[TestConfig]:
|
|
return TestConfig
|
|
|
|
def _validate(self) -> None:
|
|
pass
|
|
|
|
def _initialize(self) -> None:
|
|
pass
|
|
|
|
config = TestConfig(value="test")
|
|
artifact_storage = ArtifactStorage(artifact_path=tmp_path)
|
|
resource_provider = ResourceProvider(artifact_storage=artifact_storage)
|
|
|
|
task = TestTask(config=config, resource_provider=resource_provider)
|
|
|
|
assert task._config == config
|
|
assert task._resource_provider == resource_provider
|
|
|
|
|
|
def test_configurable_task_config_validation(tmp_path) -> None:
|
|
class TestConfig(ConfigBase):
|
|
value: str
|
|
|
|
class TestTask(ConfigurableTask[TestConfig]):
|
|
@classmethod
|
|
def get_config_type(cls) -> type[TestConfig]:
|
|
return TestConfig
|
|
|
|
def _validate(self) -> None:
|
|
if self._config.value == "invalid":
|
|
raise ValueError("Invalid config")
|
|
|
|
config = TestConfig(value="test")
|
|
artifact_storage = ArtifactStorage(artifact_path=tmp_path)
|
|
resource_provider = ResourceProvider(artifact_storage=artifact_storage)
|
|
|
|
task = TestTask(config=config, resource_provider=resource_provider)
|
|
assert task._config.value == "test"
|
|
|
|
invalid_config = TestConfig(value="invalid")
|
|
with pytest.raises(ValueError, match="Invalid config"):
|
|
TestTask(config=invalid_config, resource_provider=resource_provider)
|
|
|
|
|
|
def test_configurable_task_resource_validation(tmp_path) -> None:
|
|
class TestConfig(ConfigBase):
|
|
value: str
|
|
|
|
class TestTask(ConfigurableTask[TestConfig]):
|
|
@classmethod
|
|
def get_config_type(cls) -> type[TestConfig]:
|
|
return TestConfig
|
|
|
|
def _validate(self) -> None:
|
|
pass
|
|
|
|
def _initialize(self) -> None:
|
|
pass
|
|
|
|
config = TestConfig(value="test")
|
|
|
|
artifact_storage = ArtifactStorage(artifact_path=tmp_path)
|
|
mock_model_registry = Mock(spec=ModelRegistry)
|
|
resource_provider = ResourceProvider(artifact_storage=artifact_storage, model_registry=mock_model_registry)
|
|
task = TestTask(config=config, resource_provider=resource_provider)
|
|
assert task._resource_provider == resource_provider
|
|
|
|
|
|
def test_configurable_task_resource_provider_is_none() -> None:
|
|
class TestConfig(ConfigBase):
|
|
value: str
|
|
|
|
class TestTask(ConfigurableTask[TestConfig]):
|
|
def _validate(self) -> None:
|
|
pass
|
|
|
|
def _initialize(self) -> None:
|
|
pass
|
|
|
|
config = TestConfig(value="test")
|
|
task = TestTask(config=config, resource_provider=None)
|
|
assert task._resource_provider is None
|