datahub/metadata-ingestion/tests/unit/test_plugin_system.py

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import pytest
from datahub.configuration.common import ConfigurationError
from datahub.ingestion.api.registry import PluginRegistry
from datahub.ingestion.api.sink import Sink
from datahub.ingestion.extractor.extractor_registry import extractor_registry
from datahub.ingestion.sink.console import ConsoleSink
from datahub.ingestion.sink.sink_registry import sink_registry
from datahub.ingestion.source.source_registry import source_registry
from datahub.ingestion.transformer.transform_registry import transform_registry
# from tests.test_helpers.click_helpers import run_datahub_cmd
@pytest.mark.parametrize(
"registry",
[
source_registry,
sink_registry,
extractor_registry,
transform_registry,
],
)
def test_registry_nonempty(registry):
assert len(registry.mapping) > 0
# TODO: Restore this test. This test causes loading interference with test mocks.
# @pytest.mark.parametrize(
# "verbose",
# [False, True],
# )
# def test_list_all(verbose: bool) -> None:
# # This just verifies that it runs without error.
# args = ["check", "plugins"]
# if verbose:
# args.append("--verbose")
# result = run_datahub_cmd(args)
# assert len(result.output.splitlines()) > 20
def test_registry():
# Make a mini sink registry.
fake_registry = PluginRegistry[Sink]()
fake_registry.register("console", ConsoleSink)
fake_registry.register_disabled("disabled", ModuleNotFoundError("disabled sink"))
fake_registry.register_disabled(
"disabled-exception", Exception("second disabled sink")
)
class DummyClass:
pass
assert len(fake_registry.mapping) > 0
assert fake_registry.is_enabled("console")
assert fake_registry.get("console") == ConsoleSink
assert (
fake_registry.get("datahub.ingestion.sink.console.ConsoleSink") == ConsoleSink
)
# Test lazy-loading capabilities.
fake_registry.register_lazy(
"lazy-console", "datahub.ingestion.sink.console:ConsoleSink"
)
assert fake_registry.get("lazy-console") == ConsoleSink
fake_registry.register_lazy("lazy-error", "thisdoesnot.exist")
with pytest.raises(ConfigurationError, match="disabled"):
fake_registry.get("lazy-error")
# Test error-checking on keys.
with pytest.raises(KeyError, match="special characters"):
fake_registry.register("thisdoesnotexist.otherthing", ConsoleSink)
with pytest.raises(KeyError, match="in use"):
fake_registry.register("console", ConsoleSink)
with pytest.raises(KeyError, match="not find"):
fake_registry.get("thisdoesnotexist")
# Test error-checking on registered types.
with pytest.raises(ValueError, match="abstract"):
fake_registry.register("thisdoesnotexist", Sink) # type: ignore
with pytest.raises(ValueError, match="derived"):
fake_registry.register("thisdoesnotexist", DummyClass) # type: ignore
with pytest.raises(ConfigurationError, match="disabled"):
fake_registry.get("disabled")
with pytest.raises(ConfigurationError, match="disabled"):
fake_registry.get("disabled-exception")
# This just verifies that it runs without error. The formatting should be manually checked.
assert len(fake_registry.summary(verbose=False).splitlines()) >= 5
assert len(fake_registry.summary(verbose=True).splitlines()) >= 5