Add an audit system to Spack (#23053)
Add a new "spack audit" command. This command can check for issues with configuration or with packages and is intended to help a user debug a failed Spack build. In some cases the reported issues are always errors but are too costly to check for (e.g. packages that specify missing variants on dependencies). In other cases the issues may be legitimate but uncommon usage of Spack and we want to be sure the user intended the behavior (e.g. duplicate compiler definitions). Audits are grouped by theme, and for now the two themes are packages and configuration. For example you can run all available audits on packages with "spack audit packages". It is intended that in the future users will be able to define their own audits. The package audits are good candidates for running in package_sanity (i.e. they could catch bugs in user-submitted packages before they are merged) but that is left for a later PR.
This commit is contained in:
Massimiliano Culpo
GitHub
parent
8ad05d6a74
commit
32f1aa607c
@ -1730,6 +1730,39 @@ This issue typically manifests with the error below:
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A nicer error message is TBD in future versions of Spack.
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---------------
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Troubleshooting
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---------------
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The ``spack audit`` command:
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.. command-output:: spack audit -h
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can be used to detect a number of configuration issues. This command detects
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configuration settings which might not be strictly wrong but are not likely
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to be useful outside of special cases.
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It can also be used to detect dependency issues with packages - for example
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cases where a package constrains a dependency with a variant that doesn't
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exist (in this case Spack could report the problem ahead of time but
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automatically performing the check would slow down most runs of Spack).
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A detailed list of the checks currently implemented for each subcommand can be
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printed with:
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.. command-output:: spack -v audit list
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Depending on the use case, users might run the appropriate subcommands to obtain
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diagnostics. Issues, if found, are reported to stdout:
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.. code-block:: console
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% spack audit packages lammps
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PKG-DIRECTIVES: 1 issue found
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1. lammps: wrong variant in "conflicts" directive
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the variant 'adios' does not exist
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in /home/spack/spack/var/spack/repos/builtin/packages/lammps/package.py
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------------
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Getting Help
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393
lib/spack/spack/audit.py
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393
lib/spack/spack/audit.py
Normal file
@ -0,0 +1,393 @@
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# Copyright 2013-2021 Lawrence Livermore National Security, LLC and other
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# Spack Project Developers. See the top-level COPYRIGHT file for details.
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#
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# SPDX-License-Identifier: (Apache-2.0 OR MIT)
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"""Classes and functions to register audit checks for various parts of
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Spack and run them on-demand.
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To register a new class of sanity checks (e.g. sanity checks for
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compilers.yaml), the first action required is to create a new AuditClass
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object:
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.. code-block:: python
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audit_cfgcmp = AuditClass(
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tag='CFG-COMPILER',
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description='Sanity checks on compilers.yaml',
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kwargs=()
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)
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This object is to be used as a decorator to register functions
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that will perform each a single check:
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.. code-block:: python
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@audit_cfgcmp
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def _search_duplicate_compilers(error_cls):
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pass
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These functions need to take as argument the keywords declared when
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creating the decorator object plus an ``error_cls`` argument at the
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end, acting as a factory to create Error objects. It should return a
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(possibly empty) list of errors.
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Calls to each of these functions are triggered by the ``run`` method of
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the decorator object, that will forward the keyword arguments passed
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as input.
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"""
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import collections
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import itertools
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try:
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from collections.abc import Sequence # novm
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except ImportError:
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from collections import Sequence
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#: Map an audit tag to a list of callables implementing checks
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CALLBACKS = {}
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#: Map a group of checks to the list of related audit tags
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GROUPS = collections.defaultdict(list)
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class Error(object):
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"""Information on an error reported in a test."""
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def __init__(self, summary, details):
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self.summary = summary
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self.details = tuple(details)
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def __str__(self):
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return self.summary + '\n' + '\n'.join([
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' ' + detail for detail in self.details
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])
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def __eq__(self, other):
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if self.summary != other.summary or self.details != other.details:
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return False
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return True
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def __hash__(self):
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value = (self.summary, self.details)
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return hash(value)
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class AuditClass(Sequence):
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def __init__(self, group, tag, description, kwargs):
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"""Return an object that acts as a decorator to register functions
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associated with a specific class of sanity checks.
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Args:
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group (str): group in which this check is to be inserted
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tag (str): tag uniquely identifying the class of sanity checks
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description (str): description of the sanity checks performed
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by this tag
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kwargs (tuple of str): keyword arguments that each registered
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function needs to accept
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"""
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if tag in CALLBACKS:
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msg = 'audit class "{0}" already registered'
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raise ValueError(msg.format(tag))
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self.group = group
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self.tag = tag
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self.description = description
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self.kwargs = kwargs
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self.callbacks = []
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# Init the list of hooks
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CALLBACKS[self.tag] = self
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# Update the list of tags in the group
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GROUPS[self.group].append(self.tag)
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def __call__(self, func):
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self.callbacks.append(func)
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def __getitem__(self, item):
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return self.callbacks[item]
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def __len__(self):
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return len(self.callbacks)
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def run(self, **kwargs):
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msg = 'please pass "{0}" as keyword arguments'
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msg = msg.format(', '.join(self.kwargs))
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assert set(self.kwargs) == set(kwargs), msg
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errors = []
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kwargs['error_cls'] = Error
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for fn in self.callbacks:
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errors.extend(fn(**kwargs))
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return errors
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def run_group(group, **kwargs):
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"""Run the checks that are part of the group passed as argument.
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Args:
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group (str): group of checks to be run
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**kwargs: keyword arguments forwarded to the checks
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Returns:
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List of (tag, errors) that failed.
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"""
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reports = []
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for check in GROUPS[group]:
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errors = run_check(check, **kwargs)
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reports.append((check, errors))
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return reports
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def run_check(tag, **kwargs):
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"""Run the checks associated with a single tag.
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Args:
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tag (str): tag of the check
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**kwargs: keyword arguments forwarded to the checks
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Returns:
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Errors occurred during the checks
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"""
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return CALLBACKS[tag].run(**kwargs)
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# TODO: For the generic check to be useful for end users,
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# TODO: we need to implement hooks like described in
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# TODO: https://github.com/spack/spack/pull/23053/files#r630265011
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#: Generic checks relying on global state
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generic = AuditClass(
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group='generic',
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tag='GENERIC',
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description='Generic checks relying on global variables',
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kwargs=()
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)
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#: Sanity checks on compilers.yaml
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config_compiler = AuditClass(
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group='configs',
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tag='CFG-COMPILER',
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description='Sanity checks on compilers.yaml',
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kwargs=()
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)
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@config_compiler
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def _search_duplicate_compilers(error_cls):
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"""Report compilers with the same spec and two different definitions"""
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import spack.config
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errors = []
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compilers = list(sorted(
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spack.config.get('compilers'), key=lambda x: x['compiler']['spec']
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))
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for spec, group in itertools.groupby(
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compilers, key=lambda x: x['compiler']['spec']
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):
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group = list(group)
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if len(group) == 1:
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continue
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error_msg = 'Compiler defined multiple times: {0}'
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try:
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details = [str(x._start_mark).strip() for x in group]
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except Exception:
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details = []
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errors.append(error_cls(
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summary=error_msg.format(spec), details=details
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))
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return errors
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#: Sanity checks on packages.yaml
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config_packages = AuditClass(
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group='configs',
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tag='CFG-PACKAGES',
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description='Sanity checks on packages.yaml',
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kwargs=()
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)
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@config_packages
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def _search_duplicate_specs_in_externals(error_cls):
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"""Search for duplicate specs declared as externals"""
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import spack.config
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errors, externals = [], collections.defaultdict(list)
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packages_yaml = spack.config.get('packages')
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for name, pkg_config in packages_yaml.items():
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# No externals can be declared under all
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if name == 'all' or 'externals' not in pkg_config:
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continue
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current_externals = pkg_config['externals']
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for entry in current_externals:
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# Ask for the string representation of the spec to normalize
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# aspects of the spec that may be represented in multiple ways
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# e.g. +foo or foo=true
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key = str(spack.spec.Spec(entry['spec']))
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externals[key].append(entry)
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for spec, entries in sorted(externals.items()):
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# If there's a single external for a spec we are fine
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if len(entries) < 2:
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continue
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# Otherwise wwe need to report an error
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error_msg = 'Multiple externals share the same spec: {0}'.format(spec)
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try:
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lines = [str(x._start_mark).strip() for x in entries]
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details = [
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'Please remove all but one of the following entries:'
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] + lines + [
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'as they might result in non-deterministic hashes'
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]
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except TypeError:
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details = []
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errors.append(error_cls(summary=error_msg, details=details))
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return errors
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#: Sanity checks on package directives
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package_directives = AuditClass(
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group='packages',
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tag='PKG-DIRECTIVES',
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description='Sanity checks on specs used in directives',
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kwargs=('pkgs',)
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)
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@package_directives
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def _unknown_variants_in_directives(pkgs, error_cls):
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"""Report unknown or wrong variants in directives for this package"""
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import llnl.util.lang
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import spack.repo
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import spack.spec
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errors = []
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for pkg_name in pkgs:
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pkg = spack.repo.get(pkg_name)
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# Check "conflicts" directive
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for conflict, triggers in pkg.conflicts.items():
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for trigger, _ in triggers:
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vrn = spack.spec.Spec(conflict)
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try:
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vrn.constrain(trigger)
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except Exception as e:
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msg = 'Generic error in conflict for package "{0}": '
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errors.append(error_cls(msg.format(pkg.name), [str(e)]))
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continue
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errors.extend(_analyze_variants_in_directive(
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pkg, vrn, directive='conflicts', error_cls=error_cls
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))
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# Check "depends_on" directive
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for _, triggers in pkg.dependencies.items():
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triggers = list(triggers)
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for trigger in list(triggers):
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vrn = spack.spec.Spec(trigger)
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errors.extend(_analyze_variants_in_directive(
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pkg, vrn, directive='depends_on', error_cls=error_cls
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))
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# Check "patch" directive
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for _, triggers in pkg.provided.items():
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triggers = [spack.spec.Spec(x) for x in triggers]
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for vrn in triggers:
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errors.extend(_analyze_variants_in_directive(
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pkg, vrn, directive='patch', error_cls=error_cls
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))
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# Check "resource" directive
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for vrn in pkg.resources:
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errors.extend(_analyze_variants_in_directive(
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pkg, vrn, directive='resource', error_cls=error_cls
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))
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return llnl.util.lang.dedupe(errors)
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@package_directives
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def _unknown_variants_in_dependencies(pkgs, error_cls):
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"""Report unknown dependencies and wrong variants for dependencies"""
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import spack.repo
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import spack.spec
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errors = []
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for pkg_name in pkgs:
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pkg = spack.repo.get(pkg_name)
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filename = spack.repo.path.filename_for_package_name(pkg_name)
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for dependency_name, dependency_data in pkg.dependencies.items():
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# No need to analyze virtual packages
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if spack.repo.path.is_virtual(dependency_name):
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continue
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try:
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dependency_pkg = spack.repo.get(dependency_name)
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except spack.repo.UnknownPackageError:
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# This dependency is completely missing, so report
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# and continue the analysis
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summary = (pkg_name + ": unknown package '{0}' in "
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"'depends_on' directive".format(dependency_name))
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details = [
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" in " + filename
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]
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errors.append(error_cls(summary=summary, details=details))
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continue
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for _, dependency_edge in dependency_data.items():
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dependency_variants = dependency_edge.spec.variants
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for name, value in dependency_variants.items():
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try:
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dependency_pkg.variants[name].validate_or_raise(
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value, pkg=dependency_pkg
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)
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except Exception as e:
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summary = (pkg_name + ": wrong variant used for a "
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"dependency in a 'depends_on' directive")
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error_msg = str(e).strip()
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if isinstance(e, KeyError):
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error_msg = ('the variant {0} does not '
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'exist'.format(error_msg))
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error_msg += " in package '" + dependency_name + "'"
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errors.append(error_cls(
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summary=summary, details=[error_msg, 'in ' + filename]
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))
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return errors
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def _analyze_variants_in_directive(pkg, constraint, directive, error_cls):
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import spack.variant
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variant_exceptions = (
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spack.variant.InconsistentValidationError,
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spack.variant.MultipleValuesInExclusiveVariantError,
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spack.variant.InvalidVariantValueError,
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KeyError
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)
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errors = []
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for name, v in constraint.variants.items():
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try:
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pkg.variants[name].validate_or_raise(v, pkg=pkg)
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except variant_exceptions as e:
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summary = pkg.name + ': wrong variant in "{0}" directive'
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summary = summary.format(directive)
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filename = spack.repo.path.filename_for_package_name(pkg.name)
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error_msg = str(e).strip()
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if isinstance(e, KeyError):
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error_msg = 'the variant {0} does not exist'.format(error_msg)
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err = error_cls(summary=summary, details=[
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error_msg, 'in ' + filename
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])
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errors.append(err)
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return errors
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80
lib/spack/spack/cmd/audit.py
Normal file
80
lib/spack/spack/cmd/audit.py
Normal file
@ -0,0 +1,80 @@
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# Copyright 2013-2021 Lawrence Livermore National Security, LLC and other
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# Spack Project Developers. See the top-level COPYRIGHT file for details.
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#
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# SPDX-License-Identifier: (Apache-2.0 OR MIT)
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import llnl.util.tty.color as cl
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import spack.audit
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import spack.repo
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description = "audit configuration files, packages, etc."
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section = "system"
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level = "short"
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def setup_parser(subparser):
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# Top level flags, valid for every audit class
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sp = subparser.add_subparsers(metavar='SUBCOMMAND', dest='subcommand')
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# Audit configuration files
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sp.add_parser('configs', help='audit configuration files')
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# Audit package recipes
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pkg_parser = sp.add_parser('packages', help='audit package recipes')
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pkg_parser.add_argument(
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'name', metavar='PKG', nargs='*',
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help='package to be analyzed (if none all packages will be processed)',
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)
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# List all checks
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sp.add_parser('list', help='list available checks and exits')
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def configs(parser, args):
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reports = spack.audit.run_group(args.subcommand)
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_process_reports(reports)
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def packages(parser, args):
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pkgs = args.name or spack.repo.path.all_package_names()
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reports = spack.audit.run_group(args.subcommand, pkgs=pkgs)
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_process_reports(reports)
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def list(parser, args):
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for subcommand, check_tags in spack.audit.GROUPS.items():
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print(cl.colorize('@*b{' + subcommand + '}:'))
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for tag in check_tags:
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audit_obj = spack.audit.CALLBACKS[tag]
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print(' ' + audit_obj.description)
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if args.verbose:
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for idx, fn in enumerate(audit_obj.callbacks):
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print(' {0}. '.format(idx + 1) + fn.__doc__)
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print()
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print()
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def audit(parser, args):
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subcommands = {
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'configs': configs,
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'packages': packages,
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'list': list
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}
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subcommands[args.subcommand](parser, args)
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def _process_reports(reports):
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for check, errors in reports:
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if errors:
|
||||
msg = '{0}: {1} issue{2} found'.format(
|
||||
check, len(errors), '' if len(errors) == 1 else 's'
|
||||
)
|
||||
header = '@*b{' + msg + '}'
|
||||
print(cl.colorize(header))
|
||||
for idx, error in enumerate(errors):
|
||||
print(str(idx + 1) + '. ' + str(error))
|
||||
raise SystemExit(1)
|
||||
else:
|
||||
msg = '{0}: 0 issues found.'.format(check)
|
||||
header = '@*b{' + msg + '}'
|
||||
print(cl.colorize(header))
|
||||
85
lib/spack/spack/test/audit.py
Normal file
85
lib/spack/spack/test/audit.py
Normal file
@ -0,0 +1,85 @@
|
||||
# Copyright 2013-2021 Lawrence Livermore National Security, LLC and other
|
||||
# Spack Project Developers. See the top-level COPYRIGHT file for details.
|
||||
#
|
||||
# SPDX-License-Identifier: (Apache-2.0 OR MIT)
|
||||
import pytest
|
||||
|
||||
import spack.audit
|
||||
import spack.config
|
||||
|
||||
|
||||
@pytest.mark.parametrize('packages,failing_check', [
|
||||
# A non existing variant is used in a conflict directive
|
||||
(['wrong-variant-in-conflicts'], 'PKG-DIRECTIVES'),
|
||||
# The package declares a non-existing dependency
|
||||
(['missing-dependency'], 'PKG-DIRECTIVES'),
|
||||
# The package use a non existing variant in a depends_on directive
|
||||
(['wrong-variant-in-depends-on'], 'PKG-DIRECTIVES'),
|
||||
# This package has no issues
|
||||
(['mpileaks'], None)
|
||||
])
|
||||
def test_package_audits(packages, failing_check, mock_packages):
|
||||
reports = spack.audit.run_group('packages', pkgs=packages)
|
||||
|
||||
for check, errors in reports:
|
||||
# Check that we have errors only if there is an expected failure
|
||||
# and that the tag matches our expectations
|
||||
if bool(failing_check):
|
||||
assert check == failing_check
|
||||
assert errors
|
||||
else:
|
||||
assert not errors
|
||||
|
||||
|
||||
# Data used in the test below to audit the double definition of a compiler
|
||||
_double_compiler_definition = [
|
||||
{'compiler': {
|
||||
'spec': 'gcc@9.0.1',
|
||||
'paths': {
|
||||
'cc': '/usr/bin/gcc-9',
|
||||
'cxx': '/usr/bin/g++-9',
|
||||
'f77': '/usr/bin/gfortran-9',
|
||||
'fc': '/usr/bin/gfortran-9'
|
||||
},
|
||||
'flags': {},
|
||||
'operating_system': 'ubuntu18.04',
|
||||
'target': 'x86_64',
|
||||
'modules': [],
|
||||
'environment': {},
|
||||
'extra_rpaths': []
|
||||
}},
|
||||
{'compiler': {
|
||||
'spec': 'gcc@9.0.1',
|
||||
'paths': {
|
||||
'cc': '/usr/bin/gcc-9',
|
||||
'cxx': '/usr/bin/g++-9',
|
||||
'f77': '/usr/bin/gfortran-9',
|
||||
'fc': '/usr/bin/gfortran-9'
|
||||
},
|
||||
'flags': {"cflags": "-O3"},
|
||||
'operating_system': 'ubuntu18.04',
|
||||
'target': 'x86_64',
|
||||
'modules': [],
|
||||
'environment': {},
|
||||
'extra_rpaths': []
|
||||
}}
|
||||
]
|
||||
|
||||
|
||||
@pytest.mark.parametrize('config_section,data,failing_check', [
|
||||
# Double compiler definitions in compilers.yaml
|
||||
('compilers', _double_compiler_definition, 'CFG-COMPILER'),
|
||||
# Multiple definitions of the same external spec in packages.yaml
|
||||
('packages', {
|
||||
"mpileaks": {"externals": [
|
||||
{"spec": "mpileaks@1.0.0", "prefix": "/"},
|
||||
{"spec": "mpileaks@1.0.0", "prefix": "/usr"},
|
||||
]}
|
||||
}, 'CFG-PACKAGES')
|
||||
])
|
||||
def test_config_audits(config_section, data, failing_check):
|
||||
with spack.config.override(config_section, data):
|
||||
reports = spack.audit.run_group('configs')
|
||||
assert any(
|
||||
(check == failing_check) and errors for check, errors in reports
|
||||
)
|
||||
34
lib/spack/spack/test/cmd/audit.py
Normal file
34
lib/spack/spack/test/cmd/audit.py
Normal file
@ -0,0 +1,34 @@
|
||||
# Copyright 2013-2021 Lawrence Livermore National Security, LLC and other
|
||||
# Spack Project Developers. See the top-level COPYRIGHT file for details.
|
||||
#
|
||||
# SPDX-License-Identifier: (Apache-2.0 OR MIT)
|
||||
import pytest
|
||||
|
||||
from spack.main import SpackCommand
|
||||
|
||||
|
||||
audit = SpackCommand('audit')
|
||||
|
||||
|
||||
@pytest.mark.parametrize('pkgs,expected_returncode', [
|
||||
# A single package with issues, should exit 1
|
||||
(['wrong-variant-in-conflicts'], 1),
|
||||
# A "sane" package should exit 0
|
||||
(['mpileaks'], 0),
|
||||
# A package with issues and a package without should exit 1
|
||||
(['wrong-variant-in-conflicts', 'mpileaks'], 1),
|
||||
(['mpileaks', 'wrong-variant-in-conflicts'], 1),
|
||||
])
|
||||
def test_audit_packages(
|
||||
pkgs, expected_returncode, mutable_config, mock_packages
|
||||
):
|
||||
"""Sanity check ``spack audit packages`` to make sure it works."""
|
||||
audit('packages', *pkgs, fail_on_error=False)
|
||||
assert audit.returncode == expected_returncode
|
||||
|
||||
|
||||
def test_audit_configs(mutable_config, mock_packages):
|
||||
"""Sanity check ``spack audit packages`` to make sure it works."""
|
||||
audit('configs', fail_on_error=False)
|
||||
# The mock configuration has duplicate definitions of some compilers
|
||||
assert audit.returncode == 1
|
||||
@ -333,7 +333,7 @@ _spack() {
|
||||
then
|
||||
SPACK_COMPREPLY="-h --help -H --all-help --color -c --config -C --config-scope -d --debug --timestamp --pdb -e --env -D --env-dir -E --no-env --use-env-repo -k --insecure -l --enable-locks -L --disable-locks -m --mock -p --profile --sorted-profile --lines -v --verbose --stacktrace -V --version --print-shell-vars"
|
||||
else
|
||||
SPACK_COMPREPLY="activate add analyze arch blame build-env buildcache cd checksum ci clean clone commands compiler compilers concretize config containerize create deactivate debug dependencies dependents deprecate dev-build develop docs edit env extensions external fetch find flake8 gc gpg graph help info install license list load location log-parse maintainers mark mirror module monitor patch pkg providers pydoc python reindex remove rm repo resource restage solve spec stage style test test-env tutorial undevelop uninstall unit-test unload url verify versions view"
|
||||
SPACK_COMPREPLY="activate add analyze arch audit blame build-env buildcache cd checksum ci clean clone commands compiler compilers concretize config containerize create deactivate debug dependencies dependents deprecate dev-build develop docs edit env extensions external fetch find flake8 gc gpg graph help info install license list load location log-parse maintainers mark mirror module monitor patch pkg providers pydoc python reindex remove rm repo resource restage solve spec stage style test test-env tutorial undevelop uninstall unit-test unload url verify versions view"
|
||||
fi
|
||||
}
|
||||
|
||||
@ -381,6 +381,32 @@ _spack_arch() {
|
||||
SPACK_COMPREPLY="-h --help --known-targets -p --platform -o --operating-system -t --target -f --frontend -b --backend"
|
||||
}
|
||||
|
||||
_spack_audit() {
|
||||
if $list_options
|
||||
then
|
||||
SPACK_COMPREPLY="-h --help"
|
||||
else
|
||||
SPACK_COMPREPLY="configs packages list"
|
||||
fi
|
||||
}
|
||||
|
||||
_spack_audit_configs() {
|
||||
SPACK_COMPREPLY="-h --help"
|
||||
}
|
||||
|
||||
_spack_audit_packages() {
|
||||
if $list_options
|
||||
then
|
||||
SPACK_COMPREPLY="-h --help"
|
||||
else
|
||||
SPACK_COMPREPLY=""
|
||||
fi
|
||||
}
|
||||
|
||||
_spack_audit_list() {
|
||||
SPACK_COMPREPLY="-h --help"
|
||||
}
|
||||
|
||||
_spack_blame() {
|
||||
if $list_options
|
||||
then
|
||||
|
||||
Loading…
Reference in New Issue
Block a user