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from __future__ import annotations
import logging
import os
import pathlib
import re
import shutil
import shortuuid
from ocp_resources.resource import get_client
from pytest import (
Parser,
Session,
FixtureRequest,
FixtureDef,
Item,
Config,
CollectReport,
)
from _pytest.terminal import TerminalReporter
from typing import Optional, Any
from pytest_testconfig import config as py_config
from semver import Version
from utilities.constants import KServeDeploymentType
from utilities.infra import get_product_version
from utilities.logger import separator, setup_logging
LOGGER = logging.getLogger(name=__name__)
BASIC_LOGGER = logging.getLogger(name="basic")
def pytest_addoption(parser: Parser) -> None:
aws_group = parser.getgroup(name="AWS")
buckets_group = parser.getgroup(name="Buckets")
runtime_group = parser.getgroup(name="Runtime details")
upgrade_group = parser.getgroup(name="Upgrade options")
platform_group = parser.getgroup(name="Platform")
# AWS config and credentials options
aws_group.addoption(
"--aws-secret-access-key",
default=os.environ.get("AWS_SECRET_ACCESS_KEY"),
help="AWS secret access key",
)
aws_group.addoption(
"--aws-access-key-id",
default=os.environ.get("AWS_ACCESS_KEY_ID"),
help="AWS access key id",
)
# Buckets options
buckets_group.addoption(
"--ci-s3-bucket-name",
default=os.environ.get("CI_S3_BUCKET_NAME"),
help="Ci S3 bucket name",
)
buckets_group.addoption(
"--ci-s3-bucket-region",
default=os.environ.get("CI_S3_BUCKET_REGION"),
help="Ci S3 bucket region",
)
buckets_group.addoption(
"--ci-s3-bucket-endpoint",
default=os.environ.get("CI_S3_BUCKET_ENDPOINT"),
help="Ci S3 bucket endpoint",
)
buckets_group.addoption(
"--models-s3-bucket-name",
default=os.environ.get("MODELS_S3_BUCKET_NAME"),
help="Models S3 bucket name",
)
buckets_group.addoption(
"--models-s3-bucket-region",
default=os.environ.get("MODELS_S3_BUCKET_REGION"),
help="Models S3 bucket region",
)
buckets_group.addoption(
"--models-s3-bucket-endpoint",
default=os.environ.get("MODELS_S3_BUCKET_ENDPOINT"),
help="Models S3 bucket endpoint",
)
# Runtime options
runtime_group.addoption(
"--supported-accelerator-type",
default=os.environ.get("SUPPORTED_ACCLERATOR_TYPE"),
help="Supported accelerator type : Nvidia,AMD,Gaudi",
)
runtime_group.addoption(
"--vllm-runtime-image",
default=os.environ.get("VLLM_RUNTIME_IMAGE"),
help="Specify the runtime image to use for the tests",
)
# Upgrade options
upgrade_group.addoption(
"--pre-upgrade",
action="store_true",
help="Run pre-upgrade tests",
)
upgrade_group.addoption(
"--post-upgrade",
action="store_true",
help="Run post-upgrade tests",
)
upgrade_group.addoption(
"--delete-pre-upgrade-resources",
action="store_true",
help="Delete pre-upgrade resources; useful when debugging pre-upgrade tests",
)
upgrade_group.addoption(
"--upgrade-deployment-modes",
help="Coma-separated str; specify inference service deployment modes tests to run in upgrade tests. "
"If not set, all will be tested.",
)
# Platform options
platform_group.addoption(
"--applications-namespace",
help="RHOAI/ODH applications namespace",
)
def pytest_cmdline_main(config: Any) -> None:
config.option.basetemp = py_config["tmp_base_dir"] = f"{config.option.basetemp}-{shortuuid.uuid()}"
def pytest_collection_modifyitems(session: Session, config: Config, items: list[Item]) -> None:
"""
Pytest fixture to filter or re-order the items in-place.
Filters upgrade tests based on '--pre-upgrade' / '--post-upgrade' option and marker.
If `--upgrade-deployment-modes` option is set, only tests with the specified deployment modes will be added.
"""
def _add_upgrade_test(_item: Item, _upgrade_deployment_modes: list[str]) -> bool:
"""
Add upgrade test to the list of tests to run.
Args:
_item (Item): The test item.
_upgrade_deployment_modes (list[str]): The deployment modes to test.
Returns:
True if the test should be added, False otherwise.
"""
if not _upgrade_deployment_modes:
return True
return any([keyword for keyword in _item.keywords if keyword in _upgrade_deployment_modes])
pre_upgrade_tests: list[Item] = []
post_upgrade_tests: list[Item] = []
non_upgrade_tests: list[Item] = []
upgrade_deployment_modes: list[str] = []
formatted_product_version: Version | None = None
run_pre_upgrade_tests: str | None = config.getoption(name="pre_upgrade")
run_post_upgrade_tests: str | None = config.getoption(name="post_upgrade")
if config_upgrade_deployment_modes := config.getoption(name="upgrade_deployment_modes"):
upgrade_deployment_modes = config_upgrade_deployment_modes.split(",")
if not session.config.option.setupplan and not session.config.option.collectonly:
if product_version := get_product_version(admin_client=get_client(), raise_on_missing_csv=False):
formatted_product_version = Version.parse(
f"{product_version.major}.{product_version.minor}",
optional_minor_and_patch=True,
)
for item in items:
# Upgrade tests filtering
if "pre_upgrade" in item.keywords and _add_upgrade_test(
_item=item, _upgrade_deployment_modes=upgrade_deployment_modes
):
pre_upgrade_tests.append(item)
elif "post_upgrade" in item.keywords and _add_upgrade_test(
_item=item, _upgrade_deployment_modes=upgrade_deployment_modes
):
post_upgrade_tests.append(item)
else:
non_upgrade_tests.append(item)
try:
# Product version filtering - if version marker < product version, remove test from list
if formatted_product_version and (
product_marker := next(marker for marker in item.keywords if re.match(r"rhoai_\d+_\d+", marker))
):
marker_major, marker_minor = product_marker.split("_")[1:]
test_version = Version.parse(f"{marker_major}.{marker_minor}", optional_minor_and_patch=True)
if test_version > formatted_product_version:
LOGGER.info(
f"Test {item.name} is not compatible with RHOAI version {formatted_product_version}; "
"it will be skipped"
)
non_upgrade_tests.remove(item)
# TODO: Raise once all teams added a marker; need to make sure that we do not have tests without product release
except StopIteration:
LOGGER.error(f"Test {item.name} is missing RHOAI version marker")
upgrade_tests = pre_upgrade_tests + post_upgrade_tests
if run_pre_upgrade_tests and run_post_upgrade_tests:
items[:] = upgrade_tests
config.hook.pytest_deselected(items=non_upgrade_tests)
elif run_pre_upgrade_tests:
items[:] = pre_upgrade_tests
config.hook.pytest_deselected(items=post_upgrade_tests + non_upgrade_tests)
elif run_post_upgrade_tests:
items[:] = post_upgrade_tests
config.hook.pytest_deselected(items=pre_upgrade_tests + non_upgrade_tests)
else:
items[:] = non_upgrade_tests
config.hook.pytest_deselected(items=upgrade_tests)
def pytest_sessionstart(session: Session) -> None:
tests_log_file = session.config.getoption("log_file") or "pytest-tests.log"
if os.path.exists(tests_log_file):
pathlib.Path(tests_log_file).unlink()
session.config.option.log_listener = setup_logging(
log_file=tests_log_file,
log_level=session.config.getoption("log_cli_level") or logging.INFO,
)
def pytest_fixture_setup(fixturedef: FixtureDef[Any], request: FixtureRequest) -> None:
LOGGER.info(f"Executing {fixturedef.scope} fixture: {fixturedef.argname}")
def pytest_runtest_setup(item: Item) -> None:
"""
Performs the following actions:
1. Updates global config (`updated_global_config`)
2. Adds skip fixture for kserve if serverless or authorino operators are not installed.
3. Adds skip fixture for serverless if authorino/serverless/service mesh are not deployed.
"""
BASIC_LOGGER.info(f"\n{separator(symbol_='-', val=item.name)}")
BASIC_LOGGER.info(f"{separator(symbol_='-', val='SETUP')}")
if KServeDeploymentType.SERVERLESS.lower() in item.keywords:
item.fixturenames.insert(0, "skip_if_no_deployed_redhat_authorino_operator")
item.fixturenames.insert(0, "skip_if_no_deployed_openshift_serverless")
item.fixturenames.insert(0, "skip_if_no_deployed_openshift_service_mesh")
item.fixturenames.insert(0, "enabled_kserve_in_dsc")
elif KServeDeploymentType.RAW_DEPLOYMENT.lower() in item.keywords:
item.fixturenames.insert(0, "enabled_kserve_in_dsc")
elif KServeDeploymentType.MODEL_MESH.lower() in item.keywords:
item.fixturenames.insert(0, "enabled_modelmesh_in_dsc")
# The above fixtures require the global config to be updated before being called
item.fixturenames.insert(0, "updated_global_config")
def pytest_runtest_call(item: Item) -> None:
BASIC_LOGGER.info(f"{separator(symbol_='-', val='CALL')}")
def pytest_runtest_teardown(item: Item) -> None:
BASIC_LOGGER.info(f"{separator(symbol_='-', val='TEARDOWN')}")
def pytest_report_teststatus(report: CollectReport, config: Config) -> None:
test_name = report.head_line
when = report.when
call_str = "call"
if report.passed:
if when == call_str:
BASIC_LOGGER.info(f"\nTEST: {test_name} STATUS: \033[0;32mPASSED\033[0m")
elif report.skipped:
BASIC_LOGGER.info(f"\nTEST: {test_name} STATUS: \033[1;33mSKIPPED\033[0m")
elif report.failed:
if when != call_str:
BASIC_LOGGER.info(f"\nTEST: {test_name} [{when}] STATUS: \033[0;31mERROR\033[0m")
else:
BASIC_LOGGER.info(f"\nTEST: {test_name} STATUS: \033[0;31mFAILED\033[0m")
def pytest_sessionfinish(session: Session, exitstatus: int) -> None:
if session.config.option.setupplan or session.config.option.collectonly:
return
base_dir = py_config["tmp_base_dir"]
LOGGER.info(f"Deleting pytest base dir {base_dir}")
shutil.rmtree(path=base_dir, ignore_errors=True)
reporter: Optional[TerminalReporter] = session.config.pluginmanager.get_plugin("terminalreporter")
if reporter:
reporter.summary_stats()