Source code for spack.solver.asp

# Copyright 2013-2022 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)
from __future__ import division, print_function

import collections
import copy
import itertools
import os
import pprint
import re
import types
import warnings

from six import string_types

import archspec.cpu

from llnl.util.compat import Sequence

    import clingo  # type: ignore[import]

    # There may be a better way to detect this
    clingo_cffi = hasattr(clingo.Symbol, '_rep')
except ImportError:
    clingo = None  # type: ignore
    clingo_cffi = False

import llnl.util.lang
import llnl.util.tty as tty

import spack
import spack.binary_distribution
import spack.bootstrap
import spack.cmd
import spack.compilers
import spack.config
import spack.dependency
import spack.directives
import spack.environment as ev
import spack.error
import spack.package
import spack.package_prefs
import spack.platforms
import spack.repo
import spack.spec
import spack.util.timer
import spack.variant
import spack.version

# these are from clingo.ast and bootstrapped later
ASTType = None
parse_files = None

# backward compatibility functions for clingo ASTs
[docs]def ast_getter(*names): def getter(node): for name in names: result = getattr(node, name, None) if result: return result raise KeyError("node has no such keys: %s" % names) return getter
ast_type = ast_getter("ast_type", "type") ast_sym = ast_getter("symbol", "term") #: Order of precedence for version origins. Topmost types are preferred. version_origin_fields = [ 'spec', 'external', 'packages_yaml', 'package_py', 'installed', ] #: Look up version precedence strings by enum id version_origin_str = { i: name for i, name in enumerate(version_origin_fields) } #: Enumeration like object to mark version provenance version_provenance = collections.namedtuple( # type: ignore 'VersionProvenance', version_origin_fields, )(**{name: i for i, name in enumerate(version_origin_fields)}) #: Named tuple to contain information on declared versions DeclaredVersion = collections.namedtuple( 'DeclaredVersion', ['version', 'idx', 'origin'] ) # Below numbers are used to map names of criteria to the order # they appear in the solution. See concretize.lp # The space of possible priorities for optimization targets # is partitioned in the following ranges: # # [0-100) Optimization criteria for software being reused # [100-200) Fixed criteria that are higher priority than reuse, but lower than build # [200-300) Optimization criteria for software being built # [300-1000) High-priority fixed criteria # [1000-inf) Error conditions # # Each optimization target is a minimization with optimal value 0. #: High fixed priority offset for criteria that supersede all build criteria high_fixed_priority_offset = 300 #: Priority offset for "build" criteria (regular criterio shifted to #: higher priority for specs we have to build) build_priority_offset = 200 #: Priority offset of "fixed" criteria (those w/o build criteria) fixed_priority_offset = 100
[docs]def build_criteria_names(costs, tuples): """Construct an ordered mapping from criteria names to costs.""" # pull optimization criteria names out of the solution priorities_names = [] num_fixed = 0 num_high_fixed = 0 for pred, args in tuples: if pred != "opt_criterion": continue priority, name = args[:2] priority = int(priority) # add the priority of this opt criterion and its name priorities_names.append((priority, name)) # if the priority is less than fixed_priority_offset, then it # has an associated build priority -- the same criterion but for # nodes that we have to build. if priority < fixed_priority_offset: build_priority = priority + build_priority_offset priorities_names.append((build_priority, name)) elif priority >= high_fixed_priority_offset: num_high_fixed += 1 else: num_fixed += 1 # sort the criteria by priority priorities_names = sorted(priorities_names, reverse=True) # We only have opt-criterion values for non-error types # error type criteria are excluded (they come first) error_criteria = len(costs) - len(priorities_names) costs = costs[error_criteria:] # split list into three parts: build criteria, fixed criteria, non-build criteria num_criteria = len(priorities_names) num_build = (num_criteria - num_fixed - num_high_fixed) // 2 build_start_idx = num_high_fixed fixed_start_idx = num_high_fixed + num_build installed_start_idx = num_high_fixed + num_build + num_fixed high_fixed = priorities_names[:build_start_idx] build = priorities_names[build_start_idx:fixed_start_idx] fixed = priorities_names[fixed_start_idx:installed_start_idx] installed = priorities_names[installed_start_idx:] # mapping from priority to index in cost list indices = dict((p, i) for i, (p, n) in enumerate(priorities_names)) # make a list that has each name with its build and non-build costs criteria = [(cost, None, name) for cost, (p, name) in zip(costs[:build_start_idx], high_fixed)] criteria += [(cost, None, name) for cost, (p, name) in zip(costs[fixed_start_idx:installed_start_idx], fixed)] for (i, name), (b, _) in zip(installed, build): criteria.append((costs[indices[i]], costs[indices[b]], name)) return criteria
[docs]def issequence(obj): if isinstance(obj, string_types): return False return isinstance(obj, (Sequence, types.GeneratorType))
[docs]def listify(args): if len(args) == 1 and issequence(args[0]): return list(args[0]) return list(args)
[docs]def packagize(pkg): if isinstance(pkg, string_types): return spack.repo.path.get_pkg_class(pkg) else: return pkg
[docs]def specify(spec): if isinstance(spec, spack.spec.Spec): return spec return spack.spec.Spec(spec)
[docs]class AspObject(object): """Object representing a piece of ASP code."""
def _id(thing): """Quote string if needed for it to be a valid identifier.""" if isinstance(thing, AspObject): return thing elif isinstance(thing, bool): return '"%s"' % str(thing) elif isinstance(thing, int): return str(thing) else: return '"%s"' % str(thing)
[docs]@llnl.util.lang.key_ordering class AspFunction(AspObject): def __init__(self, name, args=None): = name self.args = () if args is None else args def _cmp_key(self): return (, self.args) def __call__(self, *args): return AspFunction(, args)
[docs] def symbol(self, positive=True): def argify(arg): if isinstance(arg, bool): return clingo.String(str(arg)) elif isinstance(arg, int): return clingo.Number(arg) else: return clingo.String(str(arg)) return clingo.Function(, [argify(arg) for arg in self.args], positive=positive)
def __str__(self): return "%s(%s)" % (, ', '.join(str(_id(arg)) for arg in self.args)) def __repr__(self): return str(self)
[docs]class AspFunctionBuilder(object): def __getattr__(self, name): return AspFunction(name)
fn = AspFunctionBuilder()
[docs]def all_compilers_in_config(): return spack.compilers.all_compilers()
[docs]def extend_flag_list(flag_list, new_flags): """Extend a list of flags, preserving order and precedence. Add new_flags at the end of flag_list. If any flags in new_flags are already in flag_list, they are moved to the end so that they take higher precedence on the compile line. """ for flag in new_flags: if flag in flag_list: flag_list.remove(flag) flag_list.append(flag)
[docs]def check_same_flags(flag_dict_1, flag_dict_2): """Return True if flag dicts contain the same flags regardless of order.""" types = set(flag_dict_1.keys()).union(set(flag_dict_2.keys())) for t in types: values1 = set(flag_dict_1.get(t, [])) values2 = set(flag_dict_2.get(t, [])) assert values1 == values2
[docs]def check_packages_exist(specs): """Ensure all packages mentioned in specs exist.""" repo = spack.repo.path for spec in specs: for s in spec.traverse(): try: check_passed = repo.exists( or repo.is_virtual( except Exception as e: msg = 'Cannot find package: {0}'.format(str(e)) check_passed = False tty.debug(msg) if not check_passed: raise spack.repo.UnknownPackageError(str(s.fullname))
[docs]class Result(object): """Result of an ASP solve.""" def __init__(self, specs, asp=None): self.asp = asp self.satisfiable = None self.optimal = None self.warnings = None self.nmodels = 0 # Saved control object for reruns when necessary self.control = None # specs ordered by optimization level self.answers = [] self.cores = [] # names of optimization criteria self.criteria = [] # Abstract user requests self.abstract_specs = specs # Concrete specs self._concrete_specs_by_input = None self._concrete_specs = None self._unsolved_specs = None
[docs] def format_core(self, core): """ Format an unsatisfiable core for human readability Returns a list of strings, where each string is the human readable representation of a single fact in the core, including a newline. Modeled after traceback.format_stack. """ assert self.control symbols = dict( (a.literal, a.symbol) for a in self.control.symbolic_atoms ) core_symbols = [] for atom in core: sym = symbols[atom] core_symbols.append(sym) return sorted(str(symbol) for symbol in core_symbols)
[docs] def minimize_core(self, core): """ Return a subset-minimal subset of the core. Clingo cores may be thousands of lines when two facts are sufficient to ensure unsatisfiability. This algorithm reduces the core to only those essential facts. """ assert self.control min_core = core[:] for fact in core: # Try solving without this fact min_core.remove(fact) ret = self.control.solve(assumptions=min_core) if not ret.unsatisfiable: min_core.append(fact) return min_core
[docs] def minimal_cores(self): """ Return a list of subset-minimal unsatisfiable cores. """ return [self.minimize_core(core) for core in self.cores]
[docs] def format_minimal_cores(self): """List of facts for each core Separate cores are separated by an empty line """ string_list = [] for core in self.minimal_cores(): if string_list: string_list.append('\n') string_list.extend(self.format_core(core)) return string_list
[docs] def format_cores(self): """List of facts for each core Separate cores are separated by an empty line Cores are not minimized """ string_list = [] for core in self.cores: if string_list: string_list.append('\n') string_list.extend(self.format_core(core)) return string_list
[docs] def raise_if_unsat(self): """ Raise an appropriate error if the result is unsatisfiable. The error is an InternalConcretizerError, and includes the minimized cores resulting from the solve, formatted to be human readable. """ if self.satisfiable: return constraints = self.abstract_specs if len(constraints) == 1: constraints = constraints[0] conflicts = self.format_minimal_cores() raise InternalConcretizerError(constraints, conflicts=conflicts)
@property def specs(self): """List of concretized specs satisfying the initial abstract request. """ if self._concrete_specs is None: self._compute_specs_from_answer_set() return self._concrete_specs @property def unsolved_specs(self): """List of abstract input specs that were not solved.""" if self._unsolved_specs is None: self._compute_specs_from_answer_set() return self._unsolved_specs @property def specs_by_input(self): if self._concrete_specs_by_input is None: self._compute_specs_from_answer_set() return self._concrete_specs_by_input def _compute_specs_from_answer_set(self): if not self.satisfiable: self._concrete_specs = [] self._unsolved_specs = self.abstract_specs self._concrete_specs_by_input = {} return self._concrete_specs, self._unsolved_specs = [], [] self._concrete_specs_by_input = {} best = min(self.answers) opt, _, answer = best for input_spec in self.abstract_specs: key = if input_spec.virtual: providers = [ for spec in answer.values() if spec.package.provides(key)] key = providers[0] candidate = answer.get(key) if candidate and candidate.satisfies(input_spec): self._concrete_specs.append(answer[key]) self._concrete_specs_by_input[input_spec] = answer[key] else: self._unsolved_specs.append(input_spec)
def _normalize_packages_yaml(packages_yaml): normalized_yaml = copy.copy(packages_yaml) for pkg_name in packages_yaml: is_virtual = spack.repo.path.is_virtual(pkg_name) if pkg_name == 'all' or not is_virtual: continue # Remove the virtual entry from the normalized configuration data = normalized_yaml.pop(pkg_name) is_buildable = data.get('buildable', True) if not is_buildable: for provider in spack.repo.path.providers_for(pkg_name): entry = normalized_yaml.setdefault(, {}) entry['buildable'] = False externals = data.get('externals', []) keyfn = lambda x: spack.spec.Spec(x['spec']).name for provider, specs in itertools.groupby(externals, key=keyfn): entry = normalized_yaml.setdefault(provider, {}) entry.setdefault('externals', []).extend(specs) return normalized_yaml
[docs]def bootstrap_clingo(): global clingo, ASTType, parse_files if not clingo: with spack.bootstrap.ensure_bootstrap_configuration(): spack.bootstrap.ensure_clingo_importable_or_raise() import clingo from clingo.ast import ASTType try: from clingo.ast import parse_files except ImportError: # older versions of clingo have this one namespace up from clingo import parse_files
[docs]class PyclingoDriver(object): def __init__(self, cores=True): """Driver for the Python clingo interface. Arguments: cores (bool): whether to generate unsatisfiable cores for better error reporting. """ bootstrap_clingo() self.out = llnl.util.lang.Devnull() self.cores = cores
[docs] def title(self, name, char): self.out.write('\n') self.out.write("%" + (char * 76)) self.out.write('\n') self.out.write("%% %s\n" % name) self.out.write("%" + (char * 76)) self.out.write('\n')
[docs] def h1(self, name): self.title(name, "=")
[docs] def h2(self, name): self.title(name, "-")
[docs] def newline(self): self.out.write('\n')
[docs] def fact(self, head): """ASP fact (a rule without a body). Arguments: head (AspFunction): ASP function to generate as fact """ symbol = head.symbol() if hasattr(head, 'symbol') else head self.out.write("%s.\n" % str(symbol)) atom = self.backend.add_atom(symbol) # Only functions relevant for constructing bug reports for bad error messages # are assumptions, and only when using cores. choice = self.cores and == 'internal_error' self.backend.add_rule([atom], [], choice=choice) if choice: self.assumptions.append(atom)
[docs] def solve( self, setup, specs, nmodels=0, reuse=None, timers=False, stats=False, out=None, setup_only=False ): """Set up the input and solve for dependencies of ``specs``. Arguments: setup (SpackSolverSetup): An object to set up the ASP problem. specs (list): List of ``Spec`` objects to solve for. nmodels (int): Number of models to consider (default 0 for unlimited). reuse (None or list): list of concrete specs that can be reused timers (bool): Print out coarse timers for different solve phases. stats (bool): Whether to output Clingo's internal solver statistics. out: Optional output stream for the generated ASP program. setup_only (bool): if True, stop after setup and don't solve (default False). """ # allow solve method to override the output stream if out is not None: self.out = out timer = spack.util.timer.Timer() # Initialize the control object for the solver self.control = clingo.Control() self.control.configuration.configuration = 'tweety' self.control.configuration.solve.models = nmodels self.control.configuration.solver.heuristic = 'Domain' self.control.configuration.solve.parallel_mode = '1' self.control.configuration.solver.opt_strategy = "usc,one" # set up the problem -- this generates facts and rules self.assumptions = [] with self.control.backend() as backend: self.backend = backend setup.setup(self, specs, reuse=reuse) timer.phase("setup") # read in the main ASP program and display logic -- these are # handwritten, not generated, so we load them as resources parent_dir = os.path.dirname(__file__) # extract error messages from concretize.lp by inspecting its AST with self.backend: def visit(node): if ast_type(node) == ASTType.Rule: for term in node.body: if ast_type(term) == ASTType.Literal: if ast_type(term.atom) == ASTType.SymbolicAtom: name = ast_sym(term.atom).name if name == 'internal_error': arg = ast_sym(ast_sym(term.atom).arguments[0]) self.fact(AspFunction(name)(arg.string)) self.h1("Error messages") path = os.path.join(parent_dir, 'concretize.lp') parse_files([path], visit) # If we're only doing setup, just return an empty solve result if setup_only: return Result(specs) # Load the file itself self.control.load(os.path.join(parent_dir, 'concretize.lp')) self.control.load(os.path.join(parent_dir, "os_facts.lp")) self.control.load(os.path.join(parent_dir, "display.lp")) timer.phase("load") # Grounding is the first step in the solve -- it turns our facts # and first-order logic rules into propositional logic. self.control.ground([("base", [])]) timer.phase("ground") # With a grounded program, we can run the solve. result = Result(specs) models = [] # stable models if things go well cores = [] # unsatisfiable cores if they do not def on_model(model): models.append((model.cost, model.symbols(shown=True, terms=True))) solve_kwargs = {"assumptions": self.assumptions, "on_model": on_model, "on_core": cores.append} if clingo_cffi: solve_kwargs["on_unsat"] = cores.append solve_result = self.control.solve(**solve_kwargs) timer.phase("solve") # once done, construct the solve result result.satisfiable = solve_result.satisfiable def stringify(x): if clingo_cffi: # Clingo w/ CFFI will throw an exception on failure try: return x.string except RuntimeError: return str(x) else: return x.string or str(x) if result.satisfiable: # build spec from the best model builder = SpecBuilder(specs, reuse=reuse) min_cost, best_model = min(models) tuples = [ (, [stringify(a) for a in sym.arguments]) for sym in best_model ] answers = builder.build_specs(tuples) # add best spec to the results result.answers.append((list(min_cost), 0, answers)) result.criteria = build_criteria_names(min_cost, tuples) # record the number of models the solver considered result.nmodels = len(models) elif cores: result.control = self.control result.cores.extend(cores) if timers: timer.write_tty() print() if stats: print("Statistics:") pprint.pprint(self.control.statistics) return result
[docs]class SpackSolverSetup(object): """Class to set up and run a Spack concretization solve.""" def __init__(self, tests=False): self.gen = None # set by setup() self.declared_versions = {} self.possible_versions = {} self.deprecated_versions = {} self.possible_virtuals = None self.possible_compilers = [] self.possible_oses = set() self.variant_values_from_specs = set() self.version_constraints = set() self.target_constraints = set() self.default_targets = [] self.compiler_version_constraints = set() self.post_facts = [] # hashes we've already added facts for self.seen_hashes = set() # id for dummy variables self._condition_id_counter = itertools.count() # Caches to optimize the setup phase of the solver self.target_specs_cache = None # whether to add installed/binary hashes to the solve self.tests = tests # If False allows for input specs that are not solved self.concretize_everything = True
[docs] def pkg_version_rules(self, pkg): """Output declared versions of a package. This uses self.declared_versions so that we include any versions that arise from a spec. """ def key_fn(version): # Origins are sorted by precedence defined in `version_origin_str`, # then by order added. return version.origin, version.idx pkg = packagize(pkg) declared_versions = self.declared_versions[] partially_sorted_versions = sorted(set(declared_versions), key=key_fn) most_to_least_preferred = [] for _, group in itertools.groupby(partially_sorted_versions, key=key_fn): most_to_least_preferred.extend(list(sorted( group, reverse=True, key=lambda x: spack.version.ver(x.version) ))) for weight, declared_version in enumerate(most_to_least_preferred): self.gen.fact(fn.version_declared(, declared_version.version, weight, version_origin_str[declared_version.origin] )) # Declare deprecated versions for this package, if any deprecated = self.deprecated_versions[] for v in sorted(deprecated): self.gen.fact(fn.deprecated_version(, v))
[docs] def spec_versions(self, spec): """Return list of clauses expressing spec's version constraints.""" spec = specify(spec) assert if spec.concrete: return [fn.version(, spec.version)] if spec.versions == spack.version.ver(":"): return [] # record all version constraints for later self.version_constraints.add((, spec.versions)) return [fn.node_version_satisfies(, spec.versions)]
[docs] def target_ranges(self, spec, single_target_fn): target = # Check if the target is a concrete target if str(target) in archspec.cpu.TARGETS: return [single_target_fn(, target)] self.target_constraints.add(target) return [fn.node_target_satisfies(, target)]
[docs] def conflict_rules(self, pkg): default_msg = "{0} '{1}' conflicts with '{2}'" no_constraint_msg = "{0} conflicts with '{1}'" for trigger, constraints in pkg.conflicts.items(): trigger_msg = "conflict trigger %s" % str(trigger) trigger_id = self.condition( spack.spec.Spec(trigger),, msg=trigger_msg) for constraint, conflict_msg in constraints: if conflict_msg is None: if constraint == spack.spec.Spec(): conflict_msg = no_constraint_msg.format(, trigger) else: conflict_msg = default_msg.format(, trigger, constraint) constraint_msg = "conflict constraint %s" % str(constraint) constraint_id = self.condition( constraint,, msg=constraint_msg) self.gen.fact( fn.conflict(, trigger_id, constraint_id, conflict_msg)) self.gen.newline()
[docs] def available_compilers(self): """Facts about available compilers.""" self.gen.h2("Available compilers") compilers = self.possible_compilers compiler_versions = collections.defaultdict(lambda: set()) for compiler in compilers: compiler_versions[].add(compiler.version) for compiler in sorted(compiler_versions): for v in sorted(compiler_versions[compiler]): self.gen.fact(fn.compiler_version(compiler, v)) self.gen.newline()
[docs] def compiler_defaults(self): """Set compiler defaults, given a list of possible compilers.""" self.gen.h2("Default compiler preferences") compiler_list = self.possible_compilers.copy() compiler_list = sorted( compiler_list, key=lambda x: (, x.version), reverse=True) ppk = spack.package_prefs.PackagePrefs("all", 'compiler', all=False) matches = sorted(compiler_list, key=ppk) for i, cspec in enumerate(matches): f = fn.default_compiler_preference(, cspec.version, i) self.gen.fact(f) # Enumerate target families. This may be redundant, but compilers with # custom versions will be able to concretize properly. for entry in spack.compilers.all_compilers_config(): compiler_entry = entry['compiler'] cspec = spack.spec.CompilerSpec(compiler_entry['spec']) if not compiler_entry.get('target', None): continue self.gen.fact(fn.compiler_supports_target(, cspec.version, compiler_entry['target'] ))
[docs] def compiler_supports_os(self): compilers_yaml = spack.compilers.all_compilers_config() for entry in compilers_yaml: c = spack.spec.CompilerSpec(entry['compiler']['spec']) operating_system = entry['compiler']['operating_system'] self.gen.fact(fn.compiler_supports_os(, c.version, operating_system ))
[docs] def package_compiler_defaults(self, pkg): """Facts about packages' compiler prefs.""" packages = spack.config.get("packages") pkg_prefs = packages.get( if not pkg_prefs or "compiler" not in pkg_prefs: return compiler_list = self.possible_compilers.copy() compiler_list = sorted( compiler_list, key=lambda x: (, x.version), reverse=True) ppk = spack.package_prefs.PackagePrefs(, 'compiler', all=False) matches = sorted(compiler_list, key=ppk) for i, cspec in enumerate(reversed(matches)): self.gen.fact(fn.node_compiler_preference(,, cspec.version, -i * 100 ))
[docs] def pkg_rules(self, pkg, tests): pkg = packagize(pkg) # versions self.pkg_version_rules(pkg) self.gen.newline() # variants for name, entry in sorted(pkg.variants.items()): variant, when = entry if spack.spec.Spec() in when: # unconditional variant self.gen.fact(fn.variant(, name)) else: # conditional variant for w in when: msg = "%s has variant %s" % (, name) if str(w): msg += " when %s" % w cond_id = self.condition(w,, msg=msg) self.gen.fact(fn.variant_condition(cond_id,, name)) single_value = not variant.multi if single_value: self.gen.fact(fn.variant_single_value(, name)) self.gen.fact( fn.variant_default_value_from_package_py(, name, variant.default) ) else: spec_variant = variant.make_default() defaults = spec_variant.value for val in sorted(defaults): self.gen.fact( fn.variant_default_value_from_package_py(, name, val) ) values = variant.values if values is None: values = [] elif isinstance(values, spack.variant.DisjointSetsOfValues): union = set() # Encode the disjoint sets in the logic program for sid, s in enumerate(values.sets): for value in s: self.gen.fact(fn.variant_value_from_disjoint_sets(, name, value, sid )) union.update(s) values = union # make sure that every variant has at least one possible value if not values: values = [variant.default] for value in sorted(values): self.gen.fact(fn.variant_possible_value(, name, value)) if hasattr(value, 'when'): required = spack.spec.Spec('{0}={1}'.format(name, value)) imposed = spack.spec.Spec(value.when) = self.condition( required_spec=required, imposed_spec=imposed,, msg="%s variant %s value %s when %s" % (, name, value, when) ) if variant.sticky: self.gen.fact(fn.variant_sticky(, name)) self.gen.newline() # conflicts self.conflict_rules(pkg) # default compilers for this package self.package_compiler_defaults(pkg) # virtuals self.package_provider_rules(pkg) # dependencies self.package_dependencies_rules(pkg) # virtual preferences self.virtual_preferences(, lambda v, p, i: self.gen.fact( fn.pkg_provider_preference(, v, p, i) ) )
[docs] def condition(self, required_spec, imposed_spec=None, name=None, msg=None): """Generate facts for a dependency or virtual provider condition. Arguments: required_spec (spack.spec.Spec): the spec that triggers this condition imposed_spec (spack.spec.Spec or None): the spec with constraints that are imposed when this condition is triggered name (str or None): name for `required_spec` (required if required_spec is anonymous, ignored if not) msg (str or None): description of the condition Returns: int: id of the condition created by this function """ named_cond = required_spec.copy() = or name assert, "must provide name for anonymous condtions!" condition_id = next(self._condition_id_counter) self.gen.fact(fn.condition(condition_id, msg)) # requirements trigger the condition requirements = self.spec_clauses( named_cond, body=True, required_from=name) for pred in requirements: self.gen.fact( fn.condition_requirement(condition_id,, *pred.args) ) if imposed_spec: self.impose(condition_id, imposed_spec, node=False, name=name) return condition_id
[docs] def impose(self, condition_id, imposed_spec, node=True, name=None, body=False): imposed_constraints = self.spec_clauses( imposed_spec, body=body, required_from=name) for pred in imposed_constraints: # imposed "node"-like conditions are no-ops if not node and in ("node", "virtual_node"): continue self.gen.fact( fn.imposed_constraint(condition_id,, *pred.args) )
[docs] def package_provider_rules(self, pkg): for provider_name in sorted(set( for s in pkg.provided.keys())): self.gen.fact(fn.possible_provider(, provider_name)) for provided, whens in pkg.provided.items(): for when in whens: msg = '%s provides %s when %s' % (, provided, when) condition_id = self.condition(when, provided,, msg) self.gen.fact(fn.provider_condition( condition_id,, )) self.gen.newline()
[docs] def package_dependencies_rules(self, pkg): """Translate 'depends_on' directives into ASP logic.""" for _, conditions in sorted(pkg.dependencies.items()): for cond, dep in sorted(conditions.items()): deptypes = dep.type.copy() # Skip test dependencies if they're not requested if not self.tests: deptypes.discard("test") # ... or if they are requested only for certain packages if not isinstance(self.tests, bool) and not in self.tests: deptypes.discard("test") # if there are no dependency types to be considered # anymore, don't generate the dependency if not deptypes: continue msg = '%s depends on %s' % (, if cond != spack.spec.Spec(): msg += ' when %s' % cond condition_id = self.condition(cond, dep.spec,, msg) self.gen.fact(fn.dependency_condition( condition_id,, )) for t in sorted(deptypes): # there is a declared dependency of type t self.gen.fact(fn.dependency_type(condition_id, t)) self.gen.newline()
[docs] def virtual_preferences(self, pkg_name, func): """Call func(vspec, provider, i) for each of pkg's provider prefs.""" config = spack.config.get("packages") pkg_prefs = config.get(pkg_name, {}).get("providers", {}) for vspec, providers in pkg_prefs.items(): if vspec not in self.possible_virtuals: continue for i, provider in enumerate(providers): provider_name = spack.spec.Spec(provider).name func(vspec, provider_name, i)
[docs] def provider_defaults(self): self.gen.h2("Default virtual providers") assert self.possible_virtuals is not None self.virtual_preferences( "all", lambda v, p, i: self.gen.fact( fn.default_provider_preference(v, p, i)) )
[docs] def external_packages(self): """Facts on external packages, as read from packages.yaml""" # Read packages.yaml and normalize it, so that it # will not contain entries referring to virtual # packages. packages_yaml = spack.config.get("packages") packages_yaml = _normalize_packages_yaml(packages_yaml) self.gen.h1('External packages') for pkg_name, data in packages_yaml.items(): if pkg_name == 'all': continue # This package does not appear in any repository if pkg_name not in spack.repo.path: continue self.gen.h2('External package: {0}'.format(pkg_name)) # Check if the external package is buildable. If it is # not then "external(<pkg>)" is a fact. external_buildable = data.get('buildable', True) if not external_buildable: self.gen.fact(fn.external_only(pkg_name)) # Read a list of all the specs for this package externals = data.get('externals', []) external_specs = [spack.spec.Spec(x['spec']) for x in externals] # Order the external versions to prefer more recent versions # even if specs in packages.yaml are not ordered that way external_versions = [ (x.version, external_id) for external_id, x in enumerate(external_specs) ] external_versions = [ (v, idx, external_id) for idx, (v, external_id) in enumerate(sorted(external_versions, reverse=True)) ] for version, idx, external_id in external_versions: self.declared_versions[pkg_name].append(DeclaredVersion( version=version, idx=idx, origin=version_provenance.external )) # Declare external conditions with a local index into packages.yaml for local_idx, spec in enumerate(external_specs): msg = '%s available as external when satisfying %s' % (, spec) condition_id = self.condition(spec, msg=msg) self.gen.fact( fn.possible_external(condition_id, pkg_name, local_idx) ) self.possible_versions[].add(spec.version) self.gen.newline()
[docs] def preferred_variants(self, pkg_name): """Facts on concretization preferences, as read from packages.yaml""" preferences = spack.package_prefs.PackagePrefs preferred_variants = preferences.preferred_variants(pkg_name) if not preferred_variants: return for variant_name in sorted(preferred_variants): variant = preferred_variants[variant_name] values = variant.value if not isinstance(values, tuple): values = (values,) # perform validation of the variant and values spec = spack.spec.Spec(pkg_name) spec.update_variant_validate(variant_name, values) for value in values: self.variant_values_from_specs.add( (pkg_name,, value) ) self.gen.fact(fn.variant_default_value_from_packages_yaml( pkg_name,, value ))
[docs] def target_preferences(self, pkg_name): key_fn = spack.package_prefs.PackagePrefs(pkg_name, 'target') if not self.target_specs_cache: self.target_specs_cache = [ spack.spec.Spec('target={0}'.format(target_name)) for _, target_name in self.default_targets ] package_targets = self.target_specs_cache[:] package_targets.sort(key=key_fn) offset = 0 best_default = self.default_targets[0][1] for i, preferred in enumerate(package_targets): if str( == best_default and i != 0: offset = 100 self.gen.fact(fn.target_weight( pkg_name, str(, i + offset ))
[docs] def flag_defaults(self): self.gen.h2("Compiler flag defaults") # types of flags that can be on specs for flag in spack.spec.FlagMap.valid_compiler_flags(): self.gen.fact(fn.flag_type(flag)) self.gen.newline() # flags from compilers.yaml compilers = all_compilers_in_config() for compiler in compilers: for name, flags in compiler.flags.items(): for flag in flags: self.gen.fact(fn.compiler_version_flag(, compiler.version, name, flag))
[docs] def spec_clauses(self, *args, **kwargs): """Wrap a call to `_spec_clauses()` into a try/except block that raises a comprehensible error message in case of failure. """ requestor = kwargs.pop('required_from', None) try: clauses = self._spec_clauses(*args, **kwargs) except RuntimeError as exc: msg = str(exc) if requestor: msg += ' [required from package "{0}"]'.format(requestor) raise RuntimeError(msg) return clauses
def _spec_clauses( self, spec, body=False, transitive=True, expand_hashes=False, concrete_build_deps=False, ): """Return a list of clauses for a spec mandates are true. Arguments: spec (spack.spec.Spec): the spec to analyze body (bool): if True, generate clauses to be used in rule bodies (final values) instead of rule heads (setters). transitive (bool): if False, don't generate clauses from dependencies (default True) expand_hashes (bool): if True, descend into hashes of concrete specs (default False) concrete_build_deps (bool): if False, do not include pure build deps of concrete specs (as they have no effect on runtime constraints) Normally, if called with ``transitive=True``, ``spec_clauses()`` just generates hashes for the dependency requirements of concrete specs. If ``expand_hashes`` is ``True``, we'll *also* output all the facts implied by transitive hashes, which are redundant during a solve but useful outside of one (e.g., for spec ``diff``). """ clauses = [] # TODO: do this with consistent suffixes. class Head(object): node = fn.node virtual_node = fn.virtual_node node_platform = fn.node_platform_set node_os = fn.node_os_set node_target = fn.node_target_set variant_value = fn.variant_set node_compiler = fn.node_compiler_set node_compiler_version = fn.node_compiler_version_set node_flag = fn.node_flag_set class Body(object): node = fn.node virtual_node = fn.virtual_node node_platform = fn.node_platform node_os = fn.node_os node_target = fn.node_target variant_value = fn.variant_value node_compiler = fn.node_compiler node_compiler_version = fn.node_compiler_version node_flag = fn.node_flag f = Body if body else Head if clauses.append( f.node( if not spec.virtual else f.virtual_node( clauses.extend(self.spec_versions(spec)) # seed architecture at the root (we'll propagate later) # TODO: use better semantics. arch = spec.architecture if arch: if arch.platform: clauses.append(f.node_platform(, arch.platform)) if arch.os: clauses.append(f.node_os(, arch.os)) if clauses.extend(self.target_ranges(spec, f.node_target)) # variants for vname, variant in sorted(spec.variants.items()): values = variant.value if not isinstance(values, (list, tuple)): values = [values] for value in values: # * is meaningless for concretization -- just for matching if value == '*': continue # validate variant value only if spec not concrete if not spec.concrete: reserved_names = spack.directives.reserved_names if not spec.virtual and vname not in reserved_names: try: variant_def, _ = spec.package.variants[vname] except KeyError: msg = 'variant "{0}" not found in package "{1}"' raise RuntimeError(msg.format(vname, else: variant_def.validate_or_raise(variant, spec.package) clauses.append(f.variant_value(, vname, value)) # Tell the concretizer that this is a possible value for the # variant, to account for things like int/str values where we # can't enumerate the valid values self.variant_values_from_specs.add((, vname, value)) # compiler and compiler version if spec.compiler: clauses.append(f.node_compiler(, if spec.compiler.concrete: clauses.append(f.node_compiler_version(,, spec.compiler.version)) elif spec.compiler.versions: clauses.append( fn.node_compiler_version_satisfies(,, spec.compiler.versions)) self.compiler_version_constraints.add(spec.compiler) # compiler flags for flag_type, flags in spec.compiler_flags.items(): for flag in flags: clauses.append(f.node_flag(, flag_type, flag)) # dependencies if spec.concrete: clauses.append(fn.hash(, spec.dag_hash())) # add all clauses from dependencies if transitive: # TODO: Eventually distinguish 2 deps on the same pkg (build and link) for dspec in spec.edges_to_dependencies(): dep = dspec.spec if spec.concrete: # We know dependencies are real for concrete specs. For abstract # specs they just mean the dep is somehow in the DAG. for dtype in dspec.deptypes: # skip build dependencies of already-installed specs if concrete_build_deps or dtype != "build": clauses.append(fn.depends_on(,, dtype)) # imposing hash constraints for all but pure build deps of # already-installed concrete specs. if concrete_build_deps or dspec.deptypes != ("build",): clauses.append(fn.hash(, dep.dag_hash())) # if the spec is abstract, descend into dependencies. # if it's concrete, then the hashes above take care of dependency # constraints, but expand the hashes if asked for. if not spec.concrete or expand_hashes: clauses.extend( self._spec_clauses( dep, body=body, expand_hashes=expand_hashes, concrete_build_deps=concrete_build_deps, ) ) return clauses
[docs] def build_version_dict(self, possible_pkgs, specs): """Declare any versions in specs not declared in packages.""" self.declared_versions = collections.defaultdict(list) self.possible_versions = collections.defaultdict(set) self.deprecated_versions = collections.defaultdict(set) packages_yaml = spack.config.get("packages") packages_yaml = _normalize_packages_yaml(packages_yaml) for pkg_name in possible_pkgs: pkg = spack.repo.get(pkg_name) # All the versions from the corresponding file. Since concepts # like being a "develop" version or being preferred exist only at a # level, sort them in this partial list here def key_fn(item): version, info = item # When COMPARING VERSIONS, the '@develop' version is always # larger than other versions. BUT when CONCRETIZING, the largest # NON-develop version is selected by default. return info.get('preferred', False), not version.isdevelop(), version for idx, item in enumerate(sorted( pkg.versions.items(), key=key_fn, reverse=True )): v, version_info = item self.possible_versions[pkg_name].add(v) self.declared_versions[pkg_name].append(DeclaredVersion( version=v, idx=idx, origin=version_provenance.package_py )) deprecated = version_info.get('deprecated', False) if deprecated: self.deprecated_versions[pkg_name].add(v) # All the preferred version from packages.yaml, versions in external # specs will be computed later version_preferences = packages_yaml.get(pkg_name, {}).get("version", []) for idx, v in enumerate(version_preferences): self.declared_versions[pkg_name].append(DeclaredVersion( version=v, idx=idx, origin=version_provenance.packages_yaml )) for spec in specs: for dep in spec.traverse(): if not dep.versions.concrete: continue known_versions = self.possible_versions[] if (not dep.version.is_commit and any(v.satisfies(dep.version) for v in known_versions)): # some version we know about satisfies this constraint, so we # should use that one. e.g, if the user asks for qt@5 and we # know about qt@5.5. continue # if there is a concrete version on the CLI *that we know nothing # about*, add it to the known versions. Use idx=0, which is the # best possible, so they're guaranteed to be used preferentially. self.declared_versions[].append(DeclaredVersion( version=dep.version, idx=0, origin=version_provenance.spec )) self.possible_versions[].add(dep.version)
def _supported_targets(self, compiler_name, compiler_version, targets): """Get a list of which targets are supported by the compiler. Results are ordered most to least recent. """ supported = [] for target in targets: try: with warnings.catch_warnings(): warnings.simplefilter("ignore") target.optimization_flags(compiler_name, compiler_version) supported.append(target) except archspec.cpu.UnsupportedMicroarchitecture: continue except ValueError: continue return sorted(supported, reverse=True)
[docs] def platform_defaults(self): self.gen.h2('Default platform') platform = self.gen.fact(fn.node_platform_default(platform))
[docs] def os_defaults(self, specs): self.gen.h2('Possible operating systems') platform = # create set of OS's to consider buildable = set(platform.operating_sys.keys()) # Consider any OS's mentioned on the command line. We need this to # cross-concretize in CI, and for some tests. # TODO: OS should really be more than just a label -- rework this. for spec in specs: if spec.architecture and spec.architecture.os: buildable.add(spec.architecture.os) # make directives for buildable OS's for build_os in sorted(buildable): self.gen.fact(fn.buildable_os(build_os)) def keyfun(os): return ( os == platform.default_os, # prefer default os not in buildable, # then prefer buildables os, # then sort by name ) all_oses = buildable.union(self.possible_oses) ordered_oses = sorted(all_oses, key=keyfun, reverse=True) # output the preference order of OS's for the concretizer to choose for i, os_name in enumerate(ordered_oses): self.gen.fact(fn.os(os_name, i))
[docs] def target_defaults(self, specs): """Add facts about targets and target compatibility.""" self.gen.h2('Default target') platform = uarch = archspec.cpu.TARGETS.get(platform.default) self.gen.h2('Target compatibility') # Construct the list of targets which are compatible with the host candidate_targets = [uarch] + uarch.ancestors # Get configuration options granularity = spack.config.get('concretizer:targets:granularity') host_compatible = spack.config.get('concretizer:targets:host_compatible') # Add targets which are not compatible with the current host if not host_compatible: additional_targets_in_family = sorted([ t for t in archspec.cpu.TARGETS.values() if ( == and t not in candidate_targets) ], key=lambda x: len(x.ancestors), reverse=True) candidate_targets += additional_targets_in_family # Check if we want only generic architecture if granularity == 'generic': candidate_targets = [t for t in candidate_targets if t.vendor == 'generic'] compilers = self.possible_compilers # Add targets explicitly requested from specs for spec in specs: if not spec.architecture or not continue target = archspec.cpu.TARGETS.get( if not target: self.target_ranges(spec, None) continue if target not in candidate_targets and not host_compatible: candidate_targets.append(target) for ancestor in target.ancestors: if ancestor not in candidate_targets: candidate_targets.append(ancestor) best_targets = set([]) for compiler in sorted(compilers): supported = self._supported_targets(, compiler.version, candidate_targets ) # If we can't find supported targets it may be due to custom # versions in the spec, e.g. gcc@foo. Try to match the # real_version from the compiler object to get more accurate # results. if not supported: compiler_obj = spack.compilers.compilers_for_spec(compiler) compiler_obj = compiler_obj[0] supported = self._supported_targets(, compiler_obj.real_version, candidate_targets ) if not supported: continue for target in supported: best_targets.add( self.gen.fact(fn.compiler_supports_target(, compiler.version, )) self.gen.fact(fn.compiler_supports_target(, compiler.version, )) i = 0 # TODO compute per-target offset? for target in candidate_targets: self.gen.fact( self.gen.fact(fn.target_family(, for parent in sorted(target.parents): self.gen.fact(fn.target_parent(, # prefer best possible targets; weight others poorly so # they're not used unless set explicitly # these are stored to be generated as facts later offset by the # number of preferred targets if in best_targets: self.default_targets.append((i, i += 1 else: self.default_targets.append((100, self.default_targets = list(sorted(set(self.default_targets))) self.gen.newline()
[docs] def virtual_providers(self): self.gen.h2("Virtual providers") assert self.possible_virtuals is not None # what provides what for vspec in sorted(self.possible_virtuals): self.gen.fact(fn.virtual(vspec)) self.gen.newline()
[docs] def generate_possible_compilers(self, specs): compilers = all_compilers_in_config() cspecs = set([c.spec for c in compilers]) # add compiler specs from the input line to possibilities if we # don't require compilers to exist. strict = spack.concretize.Concretizer().check_for_compiler_existence for spec in specs: for s in spec.traverse(): # we don't need to validate compilers for already-built specs if s.concrete: continue if not s.compiler or not s.compiler.concrete: continue if strict and s.compiler not in cspecs: if not s.concrete: raise spack.concretize.UnavailableCompilerVersionError( s.compiler ) # Allow unknown compilers to exist if the associated spec # is already built else: cspecs.add(s.compiler) self.gen.fact(fn.allow_compiler(, s.compiler.version )) return cspecs
[docs] def define_version_constraints(self): """Define what version_satisfies(...) means in ASP logic.""" for pkg_name, versions in sorted(self.version_constraints): # version must be *one* of the ones the spec allows. allowed_versions = [ v for v in sorted(self.possible_versions[pkg_name]) if v.satisfies(versions) ] # This is needed to account for a variable number of # numbers e.g. if both 1.0 and 1.0.2 are possible versions exact_match = [v for v in allowed_versions if v == versions] if exact_match: allowed_versions = exact_match # generate facts for each package constraint and the version # that satisfies it for v in allowed_versions: self.gen.fact(fn.version_satisfies(pkg_name, versions, v)) self.gen.newline()
[docs] def define_virtual_constraints(self): """Define versions for constraints on virtuals. Must be called before define_version_constraints(). """ # aggregate constraints into per-virtual sets constraint_map = collections.defaultdict(lambda: set()) for pkg_name, versions in self.version_constraints: if not spack.repo.path.is_virtual(pkg_name): continue constraint_map[pkg_name].add(versions) # extract all the real versions mentioned in version ranges def versions_for(v): if isinstance(v, spack.version.Version): return [v] elif isinstance(v, spack.version.VersionRange): result = [v.start] if v.start else [] result += [v.end] if v.end else [] return result elif isinstance(v, spack.version.VersionList): return sum((versions_for(e) for e in v), []) else: raise TypeError("expected version type, found: %s" % type(v)) # define a set of synthetic possible versions for virtuals, so # that `version_satisfies(Package, Constraint, Version)` has the # same semantics for virtuals as for regular packages. for pkg_name, versions in sorted(constraint_map.items()): possible_versions = set( sum([versions_for(v) for v in versions], []) ) for version in sorted(possible_versions): self.possible_versions[pkg_name].add(version)
[docs] def define_compiler_version_constraints(self): compiler_list = spack.compilers.all_compiler_specs() compiler_list = list(sorted(set(compiler_list))) for constraint in sorted(self.compiler_version_constraints): for compiler in compiler_list: if compiler.satisfies(constraint): self.gen.fact(fn.compiler_version_satisfies(, constraint.versions, compiler.version )) self.gen.newline()
[docs] def define_target_constraints(self): def _all_targets_satisfiying(single_constraint): allowed_targets = [] if ':' not in single_constraint: return [single_constraint] t_min, _, t_max = single_constraint.partition(':') for test_target in archspec.cpu.TARGETS.values(): # Check lower bound if t_min and not t_min <= test_target: continue # Check upper bound if t_max and not t_max >= test_target: continue allowed_targets.append(test_target) return allowed_targets cache = {} for target_constraint in sorted(self.target_constraints): # Construct the list of allowed targets for this constraint allowed_targets = [] for single_constraint in str(target_constraint).split(','): if single_constraint not in cache: cache[single_constraint] = _all_targets_satisfiying( single_constraint ) allowed_targets.extend(cache[single_constraint]) for target in allowed_targets: self.gen.fact(fn.target_satisfies(target_constraint, target)) self.gen.newline()
[docs] def define_variant_values(self): """Validate variant values from the command line. Also add valid variant values from the command line to the possible values for a variant. """ # Tell the concretizer about possible values from specs we saw in # spec_clauses(). We might want to order these facts by pkg and name # if we are debugging. for pkg, variant, value in self.variant_values_from_specs: self.gen.fact(fn.variant_possible_value(pkg, variant, value))
def _facts_from_concrete_spec(self, spec, possible): # tell the solver about any installed packages that could # be dependencies (don't tell it about the others) h = spec.dag_hash() if in possible and h not in self.seen_hashes: try: # Only consider installed packages for repo we know spack.repo.path.get(spec) except (spack.repo.UnknownNamespaceError, spack.repo.UnknownPackageError): return # this indicates that there is a spec like this installed self.gen.fact(fn.installed_hash(, h)) # this describes what constraints it imposes on the solve self.impose(h, spec, body=True) self.gen.newline() # Declare as possible parts of specs that are not in # - Add versions to possible versions # - Add OS to possible OS's for dep in spec.traverse(): self.possible_versions[].add(dep.version) self.declared_versions[].append(DeclaredVersion( version=dep.version, idx=0, origin=version_provenance.installed )) self.possible_oses.add(dep.os) # add the hash to the one seen so far self.seen_hashes.add(h)
[docs] def define_concrete_input_specs(self, specs, possible): # any concrete specs in the input spec list for input_spec in specs: for spec in input_spec.traverse(): if spec.concrete: self._facts_from_concrete_spec(spec, possible)
[docs] def setup(self, driver, specs, reuse=None): """Generate an ASP program with relevant constraints for specs. This calls methods on the solve driver to set up the problem with facts and rules from all possible dependencies of the input specs, as well as constraints from the specs themselves. Arguments: driver (PyclingoDriver): driver instance of this solve specs (list): list of Specs to solve reuse (None or list): list of concrete specs that can be reused """ self._condition_id_counter = itertools.count() # preliminary checks check_packages_exist(specs) # get list of all possible dependencies self.possible_virtuals = set( for x in specs if x.virtual ) possible = spack.package.possible_dependencies( *specs, virtuals=self.possible_virtuals, deptype=spack.dependency.all_deptypes ) # Fail if we already know an unreachable node is requested for spec in specs: missing_deps = [str(d) for d in spec.traverse() if not in possible and not d.virtual] if missing_deps: raise spack.spec.InvalidDependencyError(, missing_deps) pkgs = set(possible) # driver is used by all the functions below to add facts and # rules to generate an ASP program. self.gen = driver # get possible compilers self.possible_compilers = self.generate_possible_compilers(specs) # traverse all specs and packages to build dict of possible versions self.build_version_dict(possible, specs) self.gen.h1("Concrete input spec definitions") self.define_concrete_input_specs(specs, possible) if reuse: self.gen.h1("Reusable specs") self.gen.fact(fn.optimize_for_reuse()) for reusable_spec in reuse: self._facts_from_concrete_spec(reusable_spec, possible) self.gen.h1('General Constraints') self.available_compilers() self.compiler_defaults() self.compiler_supports_os() # architecture defaults self.platform_defaults() self.os_defaults(specs) self.target_defaults(specs) self.virtual_providers() self.provider_defaults() self.external_packages() self.flag_defaults() self.gen.h1('Package Constraints') for pkg in sorted(pkgs): self.gen.h2('Package rules: %s' % pkg) self.pkg_rules(pkg, tests=self.tests) self.gen.h2('Package preferences: %s' % pkg) self.preferred_variants(pkg) self.target_preferences(pkg) # Inject dev_path from environment env = ev.active_environment() if env: for name, info in env.dev_specs.items(): dev_spec = spack.spec.Spec(info['spec']) dev_spec.constrain( 'dev_path=%s' % spack.util.path.canonicalize_path(info['path']) ) self.condition(spack.spec.Spec(name), dev_spec, msg="%s is a develop spec" % name) self.gen.h1('Spec Constraints') self.literal_specs(specs) self.gen.h1("Variant Values defined in specs") self.define_variant_values() self.gen.h1("Virtual Constraints") self.define_virtual_constraints() self.gen.h1("Version Constraints") self.define_version_constraints() self.gen.h1("Compiler Version Constraints") self.define_compiler_version_constraints() self.gen.h1("Target Constraints") self.define_target_constraints()
[docs] def literal_specs(self, specs): for idx, spec in enumerate(specs): self.gen.h2('Spec: %s' % str(spec)) self.gen.fact(fn.literal(idx)) root_fn = fn.virtual_root( if spec.virtual else fn.root( self.gen.fact(fn.literal(idx,, *root_fn.args)) for clause in self.spec_clauses(spec): self.gen.fact(fn.literal(idx,, *clause.args)) if == 'variant_set': self.gen.fact(fn.literal( idx, "variant_default_value_from_cli", *clause.args )) if self.concretize_everything: self.gen.fact(fn.concretize_everything())
[docs]class SpecBuilder(object): """Class with actions to rebuild a spec from ASP results.""" #: Attributes that don't need actions ignored_attributes = ["opt_criterion"] def __init__(self, specs, reuse=None): self._specs = {} self._result = None self._command_line_specs = specs self._flag_sources = collections.defaultdict(lambda: set()) self._flag_compiler_defaults = set() # Pass in as arguments reusable specs and plug them in # from this dictionary during reconstruction self._hash_lookup = {} if reuse is not None: for spec in reuse: for node in spec.traverse(): self._hash_lookup.setdefault(node.dag_hash(), node)
[docs] def hash(self, pkg, h): if pkg not in self._specs: self._specs[pkg] = self._hash_lookup[h]
[docs] def node(self, pkg): if pkg not in self._specs: self._specs[pkg] = spack.spec.Spec(pkg)
def _arch(self, pkg): arch = self._specs[pkg].architecture if not arch: arch = spack.spec.ArchSpec() self._specs[pkg].architecture = arch return arch
[docs] def node_platform(self, pkg, platform): self._arch(pkg).platform = platform
[docs] def node_os(self, pkg, os): self._arch(pkg).os = os
[docs] def node_target(self, pkg, target): self._arch(pkg).target = target
[docs] def error(self, priority, msg, *args): msg = msg.format(*args) # For variant formatting, we sometimes have to construct specs # to format values properly. Find/replace all occurances of # Spec(...) with the string representation of the spec mentioned specs_to_construct = re.findall(r'Spec\(([^)]*)\)', msg) for spec_str in specs_to_construct: msg = msg.replace('Spec(%s)' % spec_str, str(spack.spec.Spec(spec_str))) raise UnsatisfiableSpecError(msg)
[docs] def variant_value(self, pkg, name, value): # FIXME: is there a way not to special case 'dev_path' everywhere? if name == 'dev_path': self._specs[pkg].variants.setdefault( name, spack.variant.SingleValuedVariant(name, value) ) return if name == 'patches': self._specs[pkg].variants.setdefault( name, spack.variant.MultiValuedVariant(name, value) ) return self._specs[pkg].update_variant_validate(name, value)
[docs] def version(self, pkg, version): self._specs[pkg].versions = spack.version.ver([version])
[docs] def node_compiler(self, pkg, compiler): self._specs[pkg].compiler = spack.spec.CompilerSpec(compiler)
[docs] def node_compiler_version(self, pkg, compiler, version): self._specs[pkg].compiler.versions = spack.version.VersionList( [version])
[docs] def node_flag_compiler_default(self, pkg): self._flag_compiler_defaults.add(pkg)
[docs] def node_flag(self, pkg, flag_type, flag): self._specs[pkg].compiler_flags.setdefault(flag_type, []).append(flag)
[docs] def node_flag_source(self, pkg, source): self._flag_sources[pkg].add(source)
[docs] def no_flags(self, pkg, flag_type): self._specs[pkg].compiler_flags[flag_type] = []
[docs] def external_spec_selected(self, pkg, idx): """This means that the external spec and index idx has been selected for this package. """ packages_yaml = spack.config.get('packages') packages_yaml = _normalize_packages_yaml(packages_yaml) spec_info = packages_yaml[pkg]['externals'][int(idx)] self._specs[pkg].external_path = spec_info.get('prefix', None) self._specs[pkg].external_modules = ( spack.spec.Spec._format_module_list(spec_info.get('modules', None)) ) self._specs[pkg].extra_attributes = spec_info.get( 'extra_attributes', {} )
[docs] def depends_on(self, pkg, dep, type): dependencies = self._specs[pkg].edges_to_dependencies(name=dep) # TODO: assertion to be removed when cross-compilation is handled correctly msg = ("Current solver does not handle multiple dependency edges " "of the same name") assert len(dependencies) < 2, msg if not dependencies: self._specs[pkg].add_dependency_edge(self._specs[dep], (type,)) else: # TODO: This assumes that each solve unifies dependencies dependencies[0].add_type(type)
[docs] def reorder_flags(self): """Order compiler flags on specs in predefined order. We order flags so that any node's flags will take priority over those of its dependents. That is, the deepest node in the DAG's flags will appear last on the compile line, in the order they were specified. The solver determines wihch flags are on nodes; this routine imposes order afterwards. """ # nodes with no flags get flag order from compiler compilers = dict((c.spec, c) for c in all_compilers_in_config()) for pkg in self._flag_compiler_defaults: spec = self._specs[pkg] compiler_flags = compilers[spec.compiler].flags check_same_flags(spec.compiler_flags, compiler_flags) spec.compiler_flags.update(compiler_flags) # index of all specs (and deps) from the command line by name cmd_specs = dict( (, s) for spec in self._command_line_specs for s in spec.traverse()) # iterate through specs with specified flags for pkg, sources in self._flag_sources.items(): spec = self._specs[pkg] # order is determined by the DAG. A spec's flags come after # any from its ancestors on the compile line. order = [ for s in spec.traverse(order='post', direction='parents')] # sort the sources in our DAG order sorted_sources = sorted( sources, key=lambda s: order.index(s)) # add flags from each source, lowest to highest precedence flags = collections.defaultdict(lambda: []) for source_name in sorted_sources: source = cmd_specs[source_name] for name, flag_list in source.compiler_flags.items(): extend_flag_list(flags[name], flag_list) check_same_flags(spec.compiler_flags, flags) spec.compiler_flags.update(flags)
[docs] def deprecated(self, pkg, version): msg = 'using "{0}@{1}" which is a deprecated version' tty.warn(msg.format(pkg, version))
[docs] @staticmethod def sort_fn(function_tuple): name = function_tuple[0] if name == 'error': priority = function_tuple[1][0] return (-4, priority) elif name == 'hash': return (-3, 0) elif name == 'node': return (-2, 0) elif name == 'node_compiler': return (-1, 0) else: return (0, 0)
[docs] def build_specs(self, function_tuples): # Functions don't seem to be in particular order in output. Sort # them here so that directives that build objects (like node and # node_compiler) are called in the right order. self.function_tuples = function_tuples self.function_tuples.sort(key=self.sort_fn) self._specs = {} for name, args in function_tuples: if name in SpecBuilder.ignored_attributes: continue action = getattr(self, name, None) # print out unknown actions so we can display them for debugging if not action: msg = "%s(%s)" % (name, ", ".join(str(a) for a in args)) tty.debug(msg) continue assert action and callable(action) # ignore predicates on virtual packages, as they're used for # solving but don't construct anything. Do not ignore error # predicates on virtual packages. if name != 'error': pkg = args[0] if spack.repo.path.is_virtual(pkg): continue # if we've already gotten a concrete spec for this pkg, # do not bother calling actions on it. spec = self._specs.get(pkg) if spec and spec.concrete: continue action(*args) # namespace assignment is done after the fact, as it is not # currently part of the solve for spec in self._specs.values(): if spec.namespace: continue repo = spack.repo.path.repo_for_pkg(spec) spec.namespace = repo.namespace # fix flags after all specs are constructed self.reorder_flags() # inject patches -- note that we' can't use set() to unique the # roots here, because the specs aren't complete, and the hash # function will loop forever. roots = [spec.root for spec in self._specs.values() if not spec.root.installed] roots = dict((id(r), r) for r in roots) for root in roots.values(): spack.spec.Spec.inject_patches_variant(root) # Add external paths to specs with just external modules for s in self._specs.values(): spack.spec.Spec.ensure_external_path_if_external(s) for s in self._specs.values(): _develop_specs_from_env(s, ev.active_environment()) # mark concrete and assign hashes to all specs in the solve for root in roots.values(): root._finalize_concretization() for s in self._specs.values(): spack.spec.Spec.ensure_no_deprecated(s) # Add git version lookup info to concrete Specs (this is generated for # abstract specs as well but the Versions may be replaced during the # concretization process) for root in self._specs.values(): for spec in root.traverse(): if spec.version.is_commit: spec.version.generate_commit_lookup(spec.fullname) return self._specs
def _develop_specs_from_env(spec, env): dev_info = env.dev_specs.get(, {}) if env else {} if not dev_info: return path = os.path.normpath(os.path.join(env.path, dev_info['path'])) if 'dev_path' in spec.variants: assert spec.variants['dev_path'].value == path else: spec.variants.setdefault( 'dev_path', spack.variant.SingleValuedVariant('dev_path', path) ) spec.constrain(dev_info['spec'])
[docs]class Solver(object): """This is the main external interface class for solving. It manages solver configuration and preferences in one place. It sets up the solve and passes the setup method to the driver, as well. Properties of interest: ``reuse (bool)`` Whether to try to reuse existing installs/binaries """ def __init__(self): self.driver = PyclingoDriver() # These properties are settable via spack configuration, and overridable # by setting them directly as properties. self.reuse = spack.config.get("concretizer:reuse", False) @staticmethod def _check_input_and_extract_concrete_specs(specs): reusable = [] for root in specs: for s in root.traverse(): if s.virtual: continue if s.concrete: reusable.append(s) spack.spec.Spec.ensure_valid_variants(s) return reusable def _reusable_specs(self): reusable_specs = [] if self.reuse: # Specs from the local Database with reusable_specs.extend([ s for s in if not s.satisfies('dev_path=*') ]) # Specs from buildcaches try: index = spack.binary_distribution.update_cache_and_get_specs() reusable_specs.extend([ s for s in index if not s.satisfies('dev_path=*') ]) except (spack.binary_distribution.FetchCacheError, IndexError): # this is raised when no mirrors had indices. # TODO: update mirror configuration so it can indicate that the # TODO: source cache (or any mirror really) doesn't have binaries. pass return reusable_specs
[docs] def solve( self, specs, out=None, models=0, timers=False, stats=False, tests=False, setup_only=False, ): """ Arguments: specs (list): List of ``Spec`` objects to solve for. out: Optionally write the generate ASP program to a file-like object. models (int): Number of models to search (default: 0 for unlimited). timers (bool): Print out coarse fimers for different solve phases. stats (bool): Print out detailed stats from clingo. tests (bool or tuple): If True, concretize test dependencies for all packages. If a tuple of package names, concretize test dependencies for named packages (defaults to False: do not concretize test dependencies). setup_only (bool): if True, stop after setup and don't solve (default False). """ # Check upfront that the variants are admissible reusable_specs = self._check_input_and_extract_concrete_specs(specs) reusable_specs.extend(self._reusable_specs()) setup = SpackSolverSetup(tests=tests) return self.driver.solve( setup, specs, nmodels=models, reuse=reusable_specs, timers=timers, stats=stats, out=out, setup_only=setup_only, )
[docs] def solve_in_rounds( self, specs, out=None, models=0, timers=False, stats=False, tests=False, ): """Solve for a stable model of specs in multiple rounds. This relaxes the assumption of solve that everything must be consistent and solvable in a single round. Each round tries to maximize the reuse of specs from previous rounds. The function is a generator that yields the result of each round. Arguments: specs (list): list of Specs to solve. models (int): number of models to search (default: 0) out: Optionally write the generate ASP program to a file-like object. timers (bool): print timing if set to True stats (bool): print internal statistics if set to True tests (bool): add test dependencies to the solve """ reusable_specs = self._check_input_and_extract_concrete_specs(specs) reusable_specs.extend(self._reusable_specs()) setup = SpackSolverSetup(tests=tests) # Tell clingo that we don't have to solve all the inputs at once setup.concretize_everything = False input_specs = specs while True: result = self.driver.solve( setup, input_specs, nmodels=models, reuse=reusable_specs, timers=timers, stats=stats, out=out, setup_only=False ) yield result # If we don't have unsolved specs we are done if not result.unsolved_specs: break # This means we cannot progress with solving the input if not result.satisfiable or not result.specs: break input_specs = result.unsolved_specs for spec in result.specs: reusable_specs.extend(spec.traverse())
[docs]class UnsatisfiableSpecError(spack.error.UnsatisfiableSpecError): """ Subclass for new constructor signature for new concretizer """ def __init__(self, msg): super(spack.error.UnsatisfiableSpecError, self).__init__(msg) self.provided = None self.required = None self.constraint_type = None
[docs]class InternalConcretizerError(spack.error.UnsatisfiableSpecError): """ Subclass for new constructor signature for new concretizer """ def __init__(self, provided, conflicts): indented = [' %s\n' % conflict for conflict in conflicts] error_msg = ''.join(indented) msg = 'Spack concretizer internal error. Please submit a bug report' msg += '\n Please include the command, environment if applicable,' msg += '\n and the following error message.' msg = '\n %s is unsatisfiable, errors are:\n%s' % (provided, error_msg) super(spack.error.UnsatisfiableSpecError, self).__init__(msg) self.provided = provided # Add attribute expected of the superclass interface self.required = None self.constraint_type = None