1
0
Fork 0
anta/tests/units/test_catalog.py

350 lines
16 KiB
Python
Raw Normal View History

# Copyright (c) 2023-2024 Arista Networks, Inc.
# Use of this source code is governed by the Apache License 2.0
# that can be found in the LICENSE file.
"""test anta.device.py."""
from __future__ import annotations
from json import load as json_load
from pathlib import Path
from typing import TYPE_CHECKING, Any, Literal
import pytest
from pydantic import ValidationError
from yaml import safe_load
from anta.catalog import AntaCatalog, AntaCatalogFile, AntaTestDefinition
from anta.models import AntaTest
from anta.tests.interfaces import VerifyL3MTU
from anta.tests.mlag import VerifyMlagStatus
from anta.tests.software import VerifyEOSVersion
from anta.tests.system import (
VerifyAgentLogs,
VerifyCoredump,
VerifyCPUUtilization,
VerifyFileSystemUtilization,
VerifyMemoryUtilization,
VerifyNTP,
VerifyReloadCause,
VerifyUptime,
)
from tests.units.test_models import FakeTestWithInput
if TYPE_CHECKING:
from _pytest.mark.structures import ParameterSet
DATA_DIR: Path = Path(__file__).parent.parent.resolve() / "data"
INIT_CATALOG_PARAMS: list[ParameterSet] = [
pytest.param("test_catalog.yml", "yaml", [(VerifyEOSVersion, VerifyEOSVersion.Input(versions=["4.31.1F"]))], id="test_catalog_yaml"),
pytest.param("test_catalog.json", "json", [(VerifyEOSVersion, VerifyEOSVersion.Input(versions=["4.31.1F"]))], id="test_catalog_json"),
pytest.param(
"test_catalog_with_tags.yml",
"yaml",
[
(
VerifyUptime,
VerifyUptime.Input(
minimum=10,
filters=VerifyUptime.Input.Filters(tags={"spine"}),
),
),
(
VerifyUptime,
VerifyUptime.Input(
minimum=9,
filters=VerifyUptime.Input.Filters(tags={"leaf"}),
),
),
(VerifyReloadCause, {"filters": {"tags": ["spine", "leaf"]}}),
(VerifyCoredump, VerifyCoredump.Input()),
(VerifyAgentLogs, AntaTest.Input()),
(VerifyCPUUtilization, None),
(VerifyMemoryUtilization, None),
(VerifyFileSystemUtilization, None),
(VerifyNTP, {}),
(VerifyMlagStatus, {"filters": {"tags": ["leaf"]}}),
(VerifyL3MTU, {"mtu": 1500, "filters": {"tags": ["spine"]}}),
],
id="test_catalog_with_tags",
),
pytest.param("test_empty_catalog.yml", "yaml", [], id="test_empty_catalog"),
pytest.param("test_empty_dict_catalog.yml", "yaml", [], id="test_empty_dict_catalog"),
]
CATALOG_PARSE_FAIL_PARAMS: list[ParameterSet] = [
pytest.param(
"test_catalog_wrong_format.toto",
"toto",
"'toto' is not a valid format for an AntaCatalog file. Only 'yaml' and 'json' are supported.",
id="undefined_tests",
),
pytest.param("test_catalog_invalid_json.json", "json", "JSONDecodeError", id="invalid_json"),
pytest.param("test_catalog_with_undefined_tests.yml", "yaml", "FakeTest is not defined in Python module anta.tests.software", id="undefined_tests"),
pytest.param("test_catalog_with_undefined_module.yml", "yaml", "Module named anta.tests.undefined cannot be imported", id="undefined_module"),
pytest.param(
"test_catalog_with_syntax_error_module.yml",
"yaml",
"Value error, Module named tests.data.syntax_error cannot be imported. Verify that the module exists and there is no Python syntax issues.",
id="syntax_error",
),
pytest.param(
"test_catalog_with_undefined_module_nested.yml",
"yaml",
"Module named undefined from package anta.tests cannot be imported",
id="undefined_module_nested",
),
pytest.param(
"test_catalog_not_a_list.yml",
"yaml",
"Value error, Syntax error when parsing: True\nIt must be a list of ANTA tests. Check the test catalog.",
id="not_a_list",
),
pytest.param(
"test_catalog_test_definition_not_a_dict.yml",
"yaml",
"Value error, Syntax error when parsing: VerifyEOSVersion\nIt must be a dictionary. Check the test catalog.",
id="test_definition_not_a_dict",
),
pytest.param(
"test_catalog_test_definition_multiple_dicts.yml",
"yaml",
"Value error, Syntax error when parsing: {'VerifyEOSVersion': {'versions': ['4.25.4M', '4.26.1F']}, 'VerifyTerminAttrVersion': {'versions': ['4.25.4M']}}\n"
"It must be a dictionary with a single entry. Check the indentation in the test catalog.",
id="test_definition_multiple_dicts",
),
pytest.param("test_catalog_wrong_type.yml", "yaml", "must be a dict, got str", id="wrong_type_after_parsing"),
]
CATALOG_FROM_DICT_FAIL_PARAMS: list[ParameterSet] = [
pytest.param("test_catalog_with_undefined_tests.yml", "FakeTest is not defined in Python module anta.tests.software", id="undefined_tests"),
pytest.param("test_catalog_wrong_type.yml", "Wrong input type for catalog data, must be a dict, got str", id="wrong_type"),
]
CATALOG_FROM_LIST_FAIL_PARAMS: list[ParameterSet] = [
pytest.param([(FakeTestWithInput, AntaTest.Input())], "Test input has type AntaTest.Input but expected type FakeTestWithInput.Input", id="wrong_inputs"),
pytest.param([(None, None)], "Input should be a subclass of AntaTest", id="no_test"),
pytest.param(
[(FakeTestWithInput, None)],
"FakeTestWithInput test inputs are not valid: 1 validation error for Input\n\tstring\n\t Field required",
id="no_input_when_required",
),
pytest.param(
[(FakeTestWithInput, {"string": True})],
"FakeTestWithInput test inputs are not valid: 1 validation error for Input\n\tstring\n\t Input should be a valid string",
id="wrong_input_type",
),
]
TESTS_SETTER_FAIL_PARAMS: list[ParameterSet] = [
pytest.param("not_a_list", "The catalog must contain a list of tests", id="not_a_list"),
pytest.param([42, 43], "A test in the catalog must be an AntaTestDefinition instance", id="not_a_list_of_test_definitions"),
]
class TestAntaCatalog:
"""Tests for anta.catalog.AntaCatalog."""
@pytest.mark.parametrize(("filename", "file_format", "tests"), INIT_CATALOG_PARAMS)
def test_parse(self, filename: str, file_format: Literal["yaml", "json"], tests: list[tuple[type[AntaTest], AntaTest.Input | dict[str, Any] | None]]) -> None:
"""Instantiate AntaCatalog from a file."""
catalog: AntaCatalog = AntaCatalog.parse(DATA_DIR / filename, file_format=file_format)
assert len(catalog.tests) == len(tests)
for test_id, (test, inputs_data) in enumerate(tests):
assert catalog.tests[test_id].test == test
if inputs_data is not None:
inputs = test.Input(**inputs_data) if isinstance(inputs_data, dict) else inputs_data
assert inputs == catalog.tests[test_id].inputs
@pytest.mark.parametrize(("filename", "file_format", "tests"), INIT_CATALOG_PARAMS)
def test_from_list(
self, filename: str, file_format: Literal["yaml", "json"], tests: list[tuple[type[AntaTest], AntaTest.Input | dict[str, Any] | None]]
) -> None:
"""Instantiate AntaCatalog from a list."""
catalog: AntaCatalog = AntaCatalog.from_list(tests)
assert len(catalog.tests) == len(tests)
for test_id, (test, inputs_data) in enumerate(tests):
assert catalog.tests[test_id].test == test
if inputs_data is not None:
inputs = test.Input(**inputs_data) if isinstance(inputs_data, dict) else inputs_data
assert inputs == catalog.tests[test_id].inputs
@pytest.mark.parametrize(("filename", "file_format", "tests"), INIT_CATALOG_PARAMS)
def test_from_dict(
self, filename: str, file_format: Literal["yaml", "json"], tests: list[tuple[type[AntaTest], AntaTest.Input | dict[str, Any] | None]]
) -> None:
"""Instantiate AntaCatalog from a dict."""
file = DATA_DIR / filename
with file.open(encoding="UTF-8") as f:
data = safe_load(f) if file_format == "yaml" else json_load(f)
catalog: AntaCatalog = AntaCatalog.from_dict(data)
assert len(catalog.tests) == len(tests)
for test_id, (test, inputs_data) in enumerate(tests):
assert catalog.tests[test_id].test == test
if inputs_data is not None:
inputs = test.Input(**inputs_data) if isinstance(inputs_data, dict) else inputs_data
assert inputs == catalog.tests[test_id].inputs
@pytest.mark.parametrize(("filename", "file_format", "error"), CATALOG_PARSE_FAIL_PARAMS)
def test_parse_fail(self, filename: str, file_format: Literal["yaml", "json"], error: str) -> None:
"""Errors when instantiating AntaCatalog from a file."""
with pytest.raises((ValidationError, TypeError, ValueError, OSError)) as exec_info:
AntaCatalog.parse(DATA_DIR / filename, file_format=file_format)
if isinstance(exec_info.value, ValidationError):
assert error in exec_info.value.errors()[0]["msg"]
else:
assert error in str(exec_info)
def test_parse_fail_parsing(self, caplog: pytest.LogCaptureFixture) -> None:
"""Errors when instantiating AntaCatalog from a file."""
with pytest.raises(FileNotFoundError) as exec_info:
AntaCatalog.parse(DATA_DIR / "catalog_does_not_exist.yml")
assert "No such file or directory" in str(exec_info)
assert len(caplog.record_tuples) >= 1
_, _, message = caplog.record_tuples[0]
assert "Unable to parse ANTA Test Catalog file" in message
assert "FileNotFoundError: [Errno 2] No such file or directory" in message
@pytest.mark.parametrize(("tests", "error"), CATALOG_FROM_LIST_FAIL_PARAMS)
def test_from_list_fail(self, tests: list[tuple[type[AntaTest], AntaTest.Input | dict[str, Any] | None]], error: str) -> None:
"""Errors when instantiating AntaCatalog from a list of tuples."""
with pytest.raises(ValidationError) as exec_info:
AntaCatalog.from_list(tests)
assert error in exec_info.value.errors()[0]["msg"]
@pytest.mark.parametrize(("filename", "error"), CATALOG_FROM_DICT_FAIL_PARAMS)
def test_from_dict_fail(self, filename: str, error: str) -> None:
"""Errors when instantiating AntaCatalog from a list of tuples."""
file = DATA_DIR / filename
with file.open(encoding="UTF-8") as f:
data = safe_load(f)
with pytest.raises((ValidationError, TypeError)) as exec_info:
AntaCatalog.from_dict(data)
if isinstance(exec_info.value, ValidationError):
assert error in exec_info.value.errors()[0]["msg"]
else:
assert error in str(exec_info)
def test_filename(self) -> None:
"""Test filename."""
catalog = AntaCatalog(filename="test")
assert catalog.filename == Path("test")
catalog = AntaCatalog(filename=Path("test"))
assert catalog.filename == Path("test")
@pytest.mark.parametrize(("filename", "file_format", "tests"), INIT_CATALOG_PARAMS)
def test__tests_setter_success(
self,
filename: str,
file_format: Literal["yaml", "json"],
tests: list[tuple[type[AntaTest], AntaTest.Input | dict[str, Any] | None]],
) -> None:
"""Success when setting AntaCatalog.tests from a list of tuples."""
catalog = AntaCatalog()
catalog.tests = [AntaTestDefinition(test=test, inputs=inputs) for test, inputs in tests]
assert len(catalog.tests) == len(tests)
for test_id, (test, inputs_data) in enumerate(tests):
assert catalog.tests[test_id].test == test
if inputs_data is not None:
inputs = test.Input(**inputs_data) if isinstance(inputs_data, dict) else inputs_data
assert inputs == catalog.tests[test_id].inputs
@pytest.mark.parametrize(("tests", "error"), TESTS_SETTER_FAIL_PARAMS)
def test__tests_setter_fail(self, tests: list[Any], error: str) -> None:
"""Errors when setting AntaCatalog.tests from a list of tuples."""
catalog = AntaCatalog()
with pytest.raises(TypeError) as exec_info:
catalog.tests = tests
assert error in str(exec_info)
def test_build_indexes_all(self) -> None:
"""Test AntaCatalog.build_indexes()."""
catalog: AntaCatalog = AntaCatalog.parse(DATA_DIR / "test_catalog_with_tags.yml")
catalog.build_indexes()
assert len(catalog.tag_to_tests[None]) == 6
assert "leaf" in catalog.tag_to_tests
assert len(catalog.tag_to_tests["leaf"]) == 3
all_unique_tests = catalog.tag_to_tests[None]
for tests in catalog.tag_to_tests.values():
all_unique_tests.update(tests)
assert len(all_unique_tests) == 11
assert catalog.indexes_built is True
def test_build_indexes_filtered(self) -> None:
"""Test AntaCatalog.build_indexes()."""
catalog: AntaCatalog = AntaCatalog.parse(DATA_DIR / "test_catalog_with_tags.yml")
catalog.build_indexes({"VerifyUptime", "VerifyCoredump", "VerifyL3MTU"})
assert "leaf" in catalog.tag_to_tests
assert len(catalog.tag_to_tests["leaf"]) == 1
assert len(catalog.tag_to_tests[None]) == 1
all_unique_tests = catalog.tag_to_tests[None]
for tests in catalog.tag_to_tests.values():
all_unique_tests.update(tests)
assert len(all_unique_tests) == 4
assert catalog.indexes_built is True
def test_get_tests_by_tags(self) -> None:
"""Test AntaCatalog.get_tests_by_tags()."""
catalog: AntaCatalog = AntaCatalog.parse(DATA_DIR / "test_catalog_with_tags.yml")
catalog.build_indexes()
tests: set[AntaTestDefinition] = catalog.get_tests_by_tags(tags={"leaf"})
assert len(tests) == 3
tests = catalog.get_tests_by_tags(tags={"leaf", "spine"}, strict=True)
assert len(tests) == 1
def test_merge_catalogs(self) -> None:
"""Test the merge_catalogs function."""
# Load catalogs of different sizes
small_catalog = AntaCatalog.parse(DATA_DIR / "test_catalog.yml")
medium_catalog = AntaCatalog.parse(DATA_DIR / "test_catalog_medium.yml")
tagged_catalog = AntaCatalog.parse(DATA_DIR / "test_catalog_with_tags.yml")
# Merge the catalogs and check the number of tests
final_catalog = AntaCatalog.merge_catalogs([small_catalog, medium_catalog, tagged_catalog])
assert len(final_catalog.tests) == len(small_catalog.tests) + len(medium_catalog.tests) + len(tagged_catalog.tests)
def test_merge(self) -> None:
"""Test AntaCatalog.merge()."""
catalog1: AntaCatalog = AntaCatalog.parse(DATA_DIR / "test_catalog.yml")
assert len(catalog1.tests) == 1
catalog2: AntaCatalog = AntaCatalog.parse(DATA_DIR / "test_catalog.yml")
assert len(catalog2.tests) == 1
catalog3: AntaCatalog = AntaCatalog.parse(DATA_DIR / "test_catalog_medium.yml")
assert len(catalog3.tests) == 228
with pytest.deprecated_call():
merged_catalog = catalog1.merge(catalog2)
assert len(merged_catalog.tests) == 2
assert len(catalog1.tests) == 1
assert len(catalog2.tests) == 1
with pytest.deprecated_call():
merged_catalog = catalog2.merge(catalog3)
assert len(merged_catalog.tests) == 229
assert len(catalog2.tests) == 1
assert len(catalog3.tests) == 228
def test_dump(self) -> None:
"""Test AntaCatalog.dump()."""
catalog: AntaCatalog = AntaCatalog.parse(DATA_DIR / "test_catalog.yml")
assert len(catalog.tests) == 1
file: AntaCatalogFile = catalog.dump()
assert sum(len(tests) for tests in file.root.values()) == 1
catalog = AntaCatalog.parse(DATA_DIR / "test_catalog_medium.yml")
assert len(catalog.tests) == 228
file = catalog.dump()
assert sum(len(tests) for tests in file.root.values()) == 228
class TestAntaCatalogFile: # pylint: disable=too-few-public-methods
"""Test for anta.catalog.AntaCatalogFile."""
def test_yaml(self) -> None:
"""Test AntaCatalogFile.yaml()."""
file = DATA_DIR / "test_catalog_medium.yml"
catalog = AntaCatalog.parse(file)
assert len(catalog.tests) == 228
catalog_yaml_str = catalog.dump().yaml()
with file.open(encoding="UTF-8") as f:
assert catalog_yaml_str == f.read()