"""Test selection utility. Defines filtering rules for what tests to include in a suite depending on whether they apply to C++ unit tests, dbtests, or JS tests. """ import collections import errno import fnmatch import math import os.path import random import subprocess import sys import buildscripts.ciconfig.tags as _tags from . import config from . import errors from . import utils from .utils import globstar from .utils import jscomment ######################## # Test file explorer # ######################## class TestFileExplorer(object): """A component that can perform file system related operations. The file related code has been confined to this class for testability. """ @staticmethod def is_glob_pattern(path): """Indicate if the provided path is a glob pattern. See buildscripts.resmokelib.utils.globstar.is_glob_pattern(). """ return globstar.is_glob_pattern(path) @staticmethod def iglob(pattern): # noqa: D406,D407,D411,D413 """Expand the given glob pattern with regard to the current working directory. See buildscripts.resmokelib.utils.globstar.iglob(). Returns: A list of paths as a list(str). """ return globstar.iglob(pattern) @staticmethod def jstest_tags(file_path): # noqa: D406,D407,D411,D413 """Extract the tags from a JavaScript test file. See buildscripts.resmokelib.utils.jscomment.get_tags(). Returns: A list of tags. """ return jscomment.get_tags(file_path) @staticmethod def read_root_file(root_file_path): # noqa: D406,D407,D411,D413 """Read a file containing the list of root test files. Args: root_file_path: the path to a file containing the path of each test on a separate line. Returns: A list of paths as a list(str). """ tests = [] with open(root_file_path, "r") as filep: for test_path in filep: test_path = test_path.strip() tests.append(test_path) return tests @staticmethod def fnmatchcase(name, pattern): """Indicate if the given name matches the given pattern. See buildscripts.resmokelib.utils.fnmatch.fnmatchcase(). """ return fnmatch.fnmatchcase(name, pattern) @staticmethod def isfile(path): """Indicate if the given path corresponds to an existing file.""" return os.path.isfile(path) def list_dbtests(self, dbtest_binary): """List the available dbtests suites.""" returncode, stdout = self._run_program(dbtest_binary, ["--list"]) if returncode != 0: raise errors.ResmokeError("Getting list of dbtest suites failed") return stdout.splitlines() @staticmethod def _run_program(binary, args): # noqa: D406,D407,D411,D413 """Run a program. Args: binary: the binary to run. args: a list of arguments for the binary. Returns: A tuple consisting of the program return code and its output. """ command = [binary] command.extend(args) program = subprocess.Popen(command, stdout=subprocess.PIPE) stdout = program.communicate()[0] return program.returncode, stdout.decode("utf-8") @staticmethod def parse_tag_file(test_kind): """Parse the tag file and return a dict of tagged tests. The resulting dict will have as a key the filename and the value a list of tags, i.e., {'file1.js': ['tag1', 'tag2'], 'file2.js': ['tag2', 'tag3']}. """ tagged_tests = collections.defaultdict(list) if config.TAG_FILE: tags_conf = _tags.TagsConfig.from_file(config.TAG_FILE) tagged_roots = tags_conf.get_test_patterns(test_kind) for tagged_root in tagged_roots: # Multiple tests could be returned for a set of tags. tests = globstar.iglob(tagged_root) test_tags = tags_conf.get_tags(test_kind, tagged_root) for test in tests: # A test could have a tag in more than one place, due to wildcards in the # selector. tagged_tests[test].extend(test_tags) return tagged_tests class _TestList(object): """ A list of tests on which filtering operations can be applied. Args: test_file_explorer: a TestFileExplorer instance. roots: a list of tests to initialize the _TestList with. tests_are_files: indicates if the tests are file paths. If so the _TestList will perform glob expansion of paths and check if they are existing files. If not, calling 'include_files()' or 'exclude_files()' will raise an TypeError. """ def __init__(self, test_file_explorer, roots, tests_are_files=True): """Initialize the _TestList with a TestFileExplorer component and a list of root tests.""" self._test_file_explorer = test_file_explorer self._tests_are_files = tests_are_files self._roots = self._expand_files(roots) if tests_are_files else roots self._filtered = set(self._roots) def _expand_files(self, tests): expanded_tests = [] for test in tests: if self._test_file_explorer.is_glob_pattern(test): expanded_tests.extend(self._test_file_explorer.iglob(test)) else: if not self._test_file_explorer.isfile(test): raise ValueError("Unrecognized test file: {}".format(test)) expanded_tests.append(os.path.normpath(test)) return expanded_tests def include_files(self, include_files, force=False): """Filter the test list so that it only includes files matching 'include_files'. Args: include_files: a list of paths or glob patterns that match the files to include. force: if True include the matching files that were previously excluded, otherwise only include files that match and were not previously excluded from this _TestList. """ if not self._tests_are_files: raise TypeError("_TestList does not contain files.") expanded_include_files = set() for path in include_files: if self._test_file_explorer.is_glob_pattern(path): expanded_include_files.update(set(self._test_file_explorer.iglob(path))) else: expanded_include_files.add(os.path.normpath(path)) self._filtered = self._filtered & expanded_include_files if force: self._filtered |= set(self._roots) & expanded_include_files def exclude_files(self, exclude_files): # noqa: D406,D407,D411,D413 """Exclude from the test list the files that match elements from 'exclude_files'. Args: exclude_files: a list of paths or glob patterns that match the files to exclude. Raises: ValueError: if exclude_files contains a non-globbed path that does not correspond to an existing file. """ if not self._tests_are_files: raise TypeError("_TestList does not contain files.") for path in exclude_files: if self._test_file_explorer.is_glob_pattern(path): paths = self._test_file_explorer.iglob(path) for expanded_path in paths: self._filtered.discard(expanded_path) else: path = os.path.normpath(path) if path not in self._roots: raise ValueError( ("Excluded test file {} does not exist, perhaps it was renamed or removed" " , and should be modified in, or removed from, the exclude_files list.". format(path))) self._filtered.discard(path) def match_tag_expression(self, tag_expression, get_tags): """Filter the test list to only include tests that match the tag expression. Args: tag_expression: a callable object that takes a list of tags and indicate if the required condition is met by returning a boolean. get_tags: a callable object that takes a test and returns the corresponding list of tags. """ self._filtered = {test for test in self._filtered if tag_expression(get_tags(test))} def include_any_pattern(self, patterns): """Filter the test list to only include tests that match any provided glob patterns.""" def match(test): """Return True if 'test' matches a pattern.""" for pattern in patterns: if test == pattern or fnmatch.fnmatchcase(test, pattern): return True return False self._filtered = {test for test in self._filtered if match(test)} def get_tests(self): """Return the test list as a list(str). The tests are returned in the same order as they are found in the root tests. """ tests = [] excluded = [] for test in self._roots: if test in self._filtered: if test not in tests: tests.append(test) elif test not in excluded: excluded.append(test) return tests, excluded ############################## # Tag matching expressions # ############################## class _AllOfExpression(object): """A tag matching expression that requires all child expressions to match.""" def __init__(self, children): self.__children = children def __call__(self, file_tags): return all(child(file_tags) for child in self.__children) class _AnyOfExpression(object): """A tag matching expression that requires at least one of the child expressions.""" def __init__(self, children): self.__children = children def __call__(self, file_tags): return any(child(file_tags) for child in self.__children) class _NotExpression(object): """A tag matching expression that matches if and only if the child expression does not match.""" def __init__(self, child): self.__child = child def __call__(self, file_tags): return not self.__child(file_tags) class _MatchExpression(object): """A tag matching expression that matches when a specific tag is present.""" def __init__(self, tag): self.__tag = tag def __call__(self, file_tags): return self.__tag in file_tags def make_expression(conf): """Create a tag matching expression from an expression configuration. The syntax for the expression configuration is: - expr: str_expr | dict_expr - str_expr: "" - dict_expr: allof_expr | anyof_expr | not_expr - allof_expr: {"$allOf": [expr, ...]} - anyof_expr: {"$anyOf": [expr, ...]} - not_expr: {"$not": expr} """ if isinstance(conf, str): return _MatchExpression(conf) elif isinstance(conf, dict): if len(conf) != 1: raise ValueError("Tag matching expressions should only contain one key") key = list(conf.keys())[0] value = conf[key] if key == "$allOf": return _AllOfExpression(_make_expression_list(value)) elif key == "$anyOf": return _AnyOfExpression(_make_expression_list(value)) elif key == "$not": return _NotExpression(make_expression(value)) raise ValueError("Invalid tag matching expression: {}".format(conf)) def _make_expression_list(configs): return [make_expression(conf) for conf in configs] #################### # Test Selectors # #################### class _SelectorConfig(object): """Base object to represent the configuration for test selection.""" def __init__( # pylint: disable=too-many-arguments self, root=None, roots=None, include_files=None, exclude_files=None, include_tags=None, exclude_tags=None, include_with_any_tags=None, exclude_with_any_tags=None): """Initialize the _SelectorConfig from the configuration elements. Args: root: the path to a file containing the list of root tests. Incompatible with 'roots'. roots: a list of root tests. Incompatible with 'root'. include_files: a list of paths or glob patterns the tests must be included in. exclude_files: a list of paths or glob patterns the tests must not be included in. include_tags: a str or dict representing a tag matching expression that the tags of the selected tests must match. Incompatible with 'exclude_tags'. exclude_tags: a str or dict representing a tag matching expression that the tags of the selected tests must not match. Incompatible with 'include_tags'. include_with_any_tags: a list of tags. All selected tests must have at least one them. exclude_with_any_tags: a list of tags. No selected tests can have any of them. """ # Incompatible arguments check. if root and roots: raise ValueError("root and roots cannot be specified at the same time") if include_tags and exclude_tags: raise ValueError("include_tags and exclude_tags cannot be specified at the same time") self.root = root self.roots = roots self.include_files = utils.default_if_none(include_files, []) self.exclude_files = utils.default_if_none(exclude_files, []) include_with_any_tags = self.__merge_lists(include_with_any_tags, config.INCLUDE_WITH_ANY_TAGS) exclude_with_any_tags = self.__merge_lists(exclude_with_any_tags, config.EXCLUDE_WITH_ANY_TAGS) self.tags_expression = self.__make_tags_expression( include_tags, exclude_tags, include_with_any_tags, exclude_with_any_tags) @staticmethod def __merge_lists(list_a, list_b): if list_a or list_b: if list_a is None: return set(list_b) elif list_b is None: return set(list_a) return set(list_a) | set(list_b) return None @staticmethod def __make_tags_expression(include_tags, exclude_tags, include_with_any_tags, exclude_with_any_tags): expressions = [] if include_tags: expressions.append(make_expression(include_tags)) elif exclude_tags: expressions.append(_NotExpression(make_expression(exclude_tags))) if include_with_any_tags: include_with_any_expr = make_expression({"$anyOf": include_with_any_tags}) expressions.append(include_with_any_expr) if exclude_with_any_tags: exclude_with_any_expr = make_expression({"$not": {"$anyOf": exclude_with_any_tags}}) expressions.append(exclude_with_any_expr) if expressions: return _AllOfExpression(expressions) return None class _Selector(object): """Selection algorithm to select tests matching a selector configuration.""" def __init__(self, test_file_explorer, tests_are_files=True): """Initialize the _Selector. Args: test_file_explorer: a TestFileExplorer instance. """ self._test_file_explorer = test_file_explorer self._tests_are_files = tests_are_files def select(self, selector_config): # noqa: D406,D407,D411,D413 """Select the test files that match the given configuration. Args: selector_config: a _SelectorConfig instance. Returns: A tuple with the list of selected tests and the list of excluded tests. """ # 1. Find the root files. if selector_config.roots is not None: roots = selector_config.roots else: roots = self._test_file_explorer.read_root_file(selector_config.root) # 2. Create a _TestList. test_list = _TestList(self._test_file_explorer, roots, self._tests_are_files) # 3. Apply the exclude_files. if self._tests_are_files and selector_config.exclude_files: test_list.exclude_files(selector_config.exclude_files) # 4. Apply the tag filters. if selector_config.tags_expression: test_list.match_tag_expression(selector_config.tags_expression, self.get_tags) # 5. Apply the include files last with force=True to take precedence over the tags. if self._tests_are_files and selector_config.include_files: test_list.include_files(selector_config.include_files, force=True) return self.sort_tests(*test_list.get_tests()) @staticmethod def sort_tests(tests, excluded): """Sort the tests before returning them.""" if config.ORDER_TESTS_BY_NAME: return sorted(tests, key=str.lower), sorted(excluded, key=str.lower) return tests, excluded @staticmethod def get_tags(test_file): # pylint: disable=unused-argument """Retrieve the tags associated with the give test file.""" return [] class _JSTestSelectorConfig(_SelectorConfig): """_SelectorConfig subclass for JavaScript tests.""" def __init__( # pylint: disable=too-many-arguments self, roots=None, include_files=None, exclude_files=None, include_with_any_tags=None, exclude_with_any_tags=None, include_tags=None, exclude_tags=None): _SelectorConfig.__init__(self, roots=roots, include_files=include_files, exclude_files=exclude_files, include_with_any_tags=include_with_any_tags, exclude_with_any_tags=exclude_with_any_tags, include_tags=include_tags, exclude_tags=exclude_tags) class _JSTestSelector(_Selector): """_Selector subclass for JavaScript tests.""" def __init__(self, test_file_explorer): _Selector.__init__(self, test_file_explorer) self._tags = self._test_file_explorer.parse_tag_file("js_test") def get_tags(self, test_file): """Return tags from test_file.""" file_tags = self._test_file_explorer.jstest_tags(test_file) if test_file in self._tags: return list(set(file_tags) | set(self._tags[test_file])) return file_tags class _MultiJSTestSelectorConfig(_JSTestSelectorConfig): """_SelectorConfig subclass for selecting groups of JavaScript tests.""" def __init__(self, group_size=None, group_count_multiplier=1, **kwargs): """Init function. :param group_size: number of tests in each group. :param group_count_multiplier: number of times to schedule each workload, can be a decimal. E.g. 2.5 means half of the workloads get scheduled twice, and half get scheduled 3 times. :param kwargs: arguments forwarded to the superclass. """ _JSTestSelectorConfig.__init__(self, **kwargs) self.group_size = group_size self.group_count_multiplier = group_count_multiplier class _MultiJSTestSelector(_JSTestSelector): """_Selector subclass for selecting one group of JavaScript tests at a time. Each group can include one or more tests. E.g. [[test1.js, test2.js], [test3.js, test4.js]]. """ def select(self, selector_config): """Select the tests as follows. 1. Create a corpus of tests to group by concatenating shuffled lists of raw tests until we exceed "total_tests" number of tests. 2. Slice the corpus into "group_size" lists, put these lists in "grouped_tests". """ tests, excluded = _JSTestSelector.select(self, selector_config) group_size = selector_config.group_size multi = selector_config.group_count_multiplier # We use the group size as a sentinel to determine if the tests are coming from # the command line, in which case group_size would be undefined. For command line # tests, we assume the user is trying to repro a certain issue, so we group all # of the tests together. if group_size is None: multi = 1 group_size = len(tests) grouped_tests = [] start = 0 corpus = tests[:] random.shuffle(corpus) num_groups = len(tests) * multi / group_size while len(grouped_tests) < num_groups: if start + group_size > len(corpus): recycled_tests = corpus[:start] random.shuffle(recycled_tests) corpus = corpus[start:] + recycled_tests start = 0 grouped_tests.append(corpus[start:start + group_size]) start += group_size return grouped_tests, excluded @staticmethod def sort_tests(tests, excluded): """There is no need to sort FSM test groups.""" return tests, excluded class _CppTestSelectorConfig(_SelectorConfig): """_SelectorConfig subclass for cpp_integration_test and cpp_unit_test tests.""" def __init__(self, root=config.DEFAULT_INTEGRATION_TEST_LIST, roots=None, include_files=None, exclude_files=None): """Initialize _CppTestSelectorConfig.""" if roots: # The 'roots' argument is only present when tests are specified on the command line # and in that case they take precedence over the tests in the root file. _SelectorConfig.__init__(self, roots=roots, include_files=include_files, exclude_files=exclude_files) else: _SelectorConfig.__init__(self, root=root, include_files=include_files, exclude_files=exclude_files) class _CppTestSelector(_Selector): """_Selector subclass for cpp_integration_test and cpp_unit_test tests.""" def __init__(self, test_file_explorer): """Initialize _CppTestSelector.""" _Selector.__init__(self, test_file_explorer) def select(self, selector_config): """Return selected tests.""" if selector_config.roots: # Tests have been specified on the command line. We use them without additional # filtering. test_list = _TestList(self._test_file_explorer, selector_config.roots) return test_list.get_tests() return _Selector.select(self, selector_config) class _DbTestSelectorConfig(_SelectorConfig): """_Selector config subclass for db_test tests.""" def __init__(self, binary=None, roots=None, include_suites=None): """Initialize _DbTestSelectorConfig.""" _SelectorConfig.__init__(self, roots=roots) self.include_suites = utils.default_if_none(include_suites, []) # Command line option overrides the YAML configuration. binary = utils.default_if_none(config.DBTEST_EXECUTABLE, binary) # Use the default if nothing specified. binary = utils.default_if_none(binary, config.DEFAULT_DBTEST_EXECUTABLE) # Ensure that executable files on Windows have a ".exe" extension. if sys.platform == "win32" and os.path.splitext(binary)[1] != ".exe": binary += ".exe" self.binary = binary class _DbTestSelector(_Selector): """_Selector subclass for db_test tests.""" def __init__(self, test_file_explorer): """Initialize _DbTestSelector.""" _Selector.__init__(self, test_file_explorer, tests_are_files=False) def select(self, selector_config): """Return selected tests.""" if selector_config.roots: roots = selector_config.roots else: if not self._test_file_explorer.isfile(selector_config.binary): raise IOError(errno.ENOENT, "File not found", selector_config.binary) roots = self._test_file_explorer.list_dbtests(selector_config.binary) if config.INCLUDE_WITH_ANY_TAGS: # The db_tests do not currently support tags so we always return an empty array when the # --includeWithAnyTags option is used. return [], roots if selector_config.roots: # Tests have been specified on the command line. We use them without additional # filtering. return selector_config.roots, [] if not selector_config.include_suites: return roots, [] test_files = _TestList(self._test_file_explorer, roots, tests_are_files=False) test_files.include_any_pattern(selector_config.include_suites) return test_files.get_tests() class _FileBasedSelectorConfig(_SelectorConfig): """_SelectorConfig subclass for json_schema_test and mql_model_mongod_test tests.""" def __init__(self, roots, include_files=None, exclude_files=None): """Initialize _FileBasedSelectorConfig.""" _SelectorConfig.__init__(self, roots=roots, include_files=include_files, exclude_files=exclude_files) class _SleepTestCaseSelectorConfig(_SelectorConfig): """_SelectorConfig subclass for sleep_test tests.""" def __init__(self, roots): """Initialize _SleepTestCaseSelectorConfig.""" _SelectorConfig.__init__(self, roots=roots) class _SleepTestCaseSelector(_Selector): """_Selector subclass for sleep_test tests.""" def __init__(self, test_file_explorer): """Initialize _SleepTestCaseSelector.""" _Selector.__init__(self, test_file_explorer, tests_are_files=False) class _PyTestCaseSelectorConfig(_SelectorConfig): """_SelectorConfig subclass for py_test tests.""" def __init__(self, roots, include_files=None, exclude_files=None): _SelectorConfig.__init__(self, roots=roots, include_files=include_files, exclude_files=exclude_files) class _GennylibTestCaseSelectorConfig(_SelectorConfig): """_SelectorConfig subclass for gennylib_test tests.""" def __init__(self): """Initialize _GennylibTestCaseSelectorConfig.""" _SelectorConfig.__init__(self, roots=["dummy-gennylib-test-roots"]) class _GennylibTestCaseSelector(_Selector): """_Selector subclass for gennylib_test tests.""" def __init__(self, test_file_explorer): """Initialize _GennylibTestCaseSelector.""" _Selector.__init__(self, test_file_explorer, tests_are_files=False) ########################################## # Module entry point for filtering tests # ########################################## _DEFAULT_TEST_FILE_EXPLORER = TestFileExplorer() _SELECTOR_REGISTRY = { "cpp_integration_test": (_CppTestSelectorConfig, _CppTestSelector), "cpp_unit_test": (_CppTestSelectorConfig, _CppTestSelector), "benchmark_test": (_CppTestSelectorConfig, _CppTestSelector), "benchrun_embedded_test": (_FileBasedSelectorConfig, _Selector), "db_test": (_DbTestSelectorConfig, _DbTestSelector), "fsm_workload_test": (_JSTestSelectorConfig, _JSTestSelector), "parallel_fsm_workload_test": (_MultiJSTestSelectorConfig, _MultiJSTestSelector), "json_schema_test": (_FileBasedSelectorConfig, _Selector), "js_test": (_JSTestSelectorConfig, _JSTestSelector), "mql_model_haskell_test": (_FileBasedSelectorConfig, _Selector), "mql_model_mongod_test": (_FileBasedSelectorConfig, _Selector), "multi_stmt_txn_passthrough": (_JSTestSelectorConfig, _JSTestSelector), "py_test": (_PyTestCaseSelectorConfig, _Selector), "sleep_test": (_SleepTestCaseSelectorConfig, _SleepTestCaseSelector), "genny_test": (_FileBasedSelectorConfig, _Selector), "gennylib_test": (_GennylibTestCaseSelectorConfig, _GennylibTestCaseSelector), } def filter_tests(test_kind, selector_config, test_file_explorer=_DEFAULT_TEST_FILE_EXPLORER): """Filter the tests according to a specified configuration. Args: test_kind: the test kind, from _SELECTOR_REGISTRY. selector_config: a dict containing the selector configuration. test_file_explorer: the TestFileExplorer to use. Using a TestFileExplorer other than the default one should not be needed except for mocking purposes. """ if test_kind not in _SELECTOR_REGISTRY: raise ValueError("Unknown test kind '{}'".format(test_kind)) selector_config_class, selector_class = _SELECTOR_REGISTRY[test_kind] selector = selector_class(test_file_explorer) selector_config = selector_config_class(**selector_config) return selector.select(selector_config)