Skip to main content

uv_resolver/resolver/
mod.rs

1//! Given a set of requirements, find a set of compatible packages.
2
3use std::borrow::Cow;
4use std::cmp::Ordering;
5use std::collections::{BTreeMap, BTreeSet, VecDeque};
6use std::fmt::{Display, Formatter};
7use std::ops::Bound;
8use std::sync::Arc;
9use std::time::Instant;
10use std::{iter, slice, thread};
11
12use either::Either;
13use futures::{FutureExt, StreamExt};
14use itertools::Itertools;
15use papaya::{HashMap, ResizeMode};
16use pubgrub::{Id, IncompId, Incompatibility, Kind, Ranges, State, Term};
17use rustc_hash::{FxHashMap, FxHashSet};
18use tokio::sync::mpsc::{self, Receiver, Sender};
19use tokio::sync::oneshot;
20use tokio_stream::wrappers::ReceiverStream;
21use tracing::{Level, debug, info, instrument, trace, warn};
22
23use uv_configuration::{Constraints, Excludes, Overrides};
24use uv_distribution::{ArchiveMetadata, DistributionDatabase};
25use uv_distribution_types::{
26    BuiltDist, CompatibleDist, DerivationChain, Dist, DistErrorKind, Identifier, IncompatibleDist,
27    IncompatibleSource, IncompatibleWheel, IndexCapabilities, IndexLocations, IndexMetadata,
28    IndexUrl, InstalledDist, Name, PythonRequirementKind, RemoteSource, Requirement, ResolvedDist,
29    ResolvedDistRef, SourceDist, VersionOrUrlRef, implied_markers,
30};
31use uv_git::GitResolver;
32use uv_normalize::{ExtraName, GroupName, PackageName};
33use uv_pep440::{MIN_VERSION, Version, VersionSpecifiers, release_specifiers_to_ranges};
34use uv_pep508::{
35    MarkerEnvironment, MarkerExpression, MarkerOperator, MarkerTree, MarkerValueString,
36};
37use uv_platform_tags::{IncompatibleTag, Tags};
38use uv_pypi_types::{ConflictItem, ConflictItemRef, ConflictKindRef, Conflicts, VerbatimParsedUrl};
39use uv_static::EnvVars;
40use uv_torch::TorchStrategy;
41use uv_types::{BuildContext, HashStrategy, InstalledPackagesProvider};
42use uv_warnings::warn_user_once;
43
44use crate::candidate_selector::{Candidate, CandidateDist, CandidateSelector};
45use crate::dependency_provider::UvDependencyProvider;
46use crate::error::{NoSolutionError, ResolveError, derivation_tree_packages};
47use crate::fork_indexes::ForkIndexes;
48use crate::fork_strategy::ForkStrategy;
49use crate::fork_urls::ForkUrls;
50use crate::manifest::Manifest;
51use crate::pins::FilePins;
52use crate::preferences::{PreferenceSource, Preferences};
53use crate::pubgrub::{
54    DependencySource, PubGrubDependency, PubGrubPackage, PubGrubPackageInner, PubGrubPriorities,
55    PubGrubPython, Range,
56};
57use crate::python_requirement::PythonRequirement;
58use crate::resolution::ResolverOutput;
59use crate::resolution_mode::ResolutionStrategy;
60pub(crate) use crate::resolver::availability::{
61    ResolverVersion, UnavailableErrorChain, UnavailablePackage, UnavailableReason,
62    UnavailableVersion, UnsatisfiableRequirement,
63};
64use crate::resolver::batch_prefetch::BatchPrefetcher;
65use crate::resolver::derivation::DerivationChainBuilder;
66pub use crate::resolver::environment::ResolverEnvironment;
67use crate::resolver::environment::{
68    ForkingPossibility, fork_version_by_marker, fork_version_by_python_requirement,
69};
70pub(crate) use crate::resolver::fork_map::{ForkMap, ForkSet};
71pub use crate::resolver::index::InMemoryIndex;
72use crate::resolver::indexes::Indexes;
73pub use crate::resolver::provider::{
74    DefaultResolverProvider, MetadataResponse, PackageVersionsResult, ResolverProvider,
75    VersionsResponse, WheelMetadataResult,
76};
77pub use crate::resolver::reporter::Reporter;
78use crate::resolver::system::SystemDependency;
79pub(crate) use crate::resolver::urls::Urls;
80use crate::universal_marker::UniversalMarker;
81use crate::yanks::AllowedYanks;
82use crate::{DependencyMode, Exclusions, FlatIndex, Options, ResolutionMode, VersionMap, marker};
83pub(crate) use provider::MetadataUnavailable;
84pub(crate) use resolution::{Resolution, ResolutionDependencyEdge, ResolutionPackage};
85
86mod availability;
87mod batch_prefetch;
88mod derivation;
89mod environment;
90mod fork_map;
91mod index;
92mod indexes;
93mod provider;
94mod reporter;
95mod resolution;
96mod system;
97mod urls;
98
99/// The number of conflicts a package may accumulate before we re-prioritize and backtrack.
100const CONFLICT_THRESHOLD: usize = 5;
101
102pub struct Resolver<Provider: ResolverProvider, InstalledPackages: InstalledPackagesProvider> {
103    state: ResolverState<InstalledPackages>,
104    provider: Provider,
105}
106
107/// State that is shared between the prefetcher and the PubGrub solver during
108/// resolution, across all forks.
109struct ResolverState<InstalledPackages: InstalledPackagesProvider> {
110    project: Option<PackageName>,
111    requirements: Vec<Requirement>,
112    constraints: Constraints,
113    overrides: Overrides,
114    excludes: Excludes,
115    preferences: Preferences,
116    git: GitResolver,
117    capabilities: IndexCapabilities,
118    locations: IndexLocations,
119    exclusions: Exclusions,
120    urls: Urls,
121    indexes: Indexes,
122    dependency_mode: DependencyMode,
123    hasher: HashStrategy,
124    env: ResolverEnvironment,
125    // The environment of the current Python interpreter.
126    current_environment: MarkerEnvironment,
127    tags: Option<Tags>,
128    python_requirement: PythonRequirement,
129    conflicts: Conflicts,
130    workspace_members: BTreeSet<PackageName>,
131    selector: CandidateSelector,
132    index: InMemoryIndex,
133    installed_packages: InstalledPackages,
134    // Papaya's maps are large on Windows, so box them to keep resolver futures small.
135    /// Incompatibilities for packages that are entirely unavailable.
136    unavailable_packages: Box<HashMap<PackageName, UnavailablePackage>>,
137    /// Incompatibilities for packages that are unavailable at specific versions.
138    incomplete_packages: Box<HashMap<PackageName, HashMap<Version, MetadataUnavailable>>>,
139    /// The options that were used to configure this resolver.
140    options: Options,
141    /// The reporter to use for this resolver.
142    reporter: Option<Arc<dyn Reporter>>,
143}
144
145impl<'a, Context: BuildContext, InstalledPackages: InstalledPackagesProvider>
146    Resolver<DefaultResolverProvider<'a, Context>, InstalledPackages>
147{
148    /// Initialize a new resolver using the default backend doing real requests.
149    ///
150    /// Reads the flat index entries.
151    ///
152    /// # Marker environment
153    ///
154    /// The marker environment is optional.
155    ///
156    /// When a marker environment is not provided, the resolver is said to be
157    /// in "universal" mode. When in universal mode, the resolution produced
158    /// may contain multiple versions of the same package. And thus, in order
159    /// to use the resulting resolution, there must be a "universal"-aware
160    /// reader of the resolution that knows to exclude distributions that can't
161    /// be used in the current environment.
162    ///
163    /// When a marker environment is provided, the resolver is in
164    /// "non-universal" mode, which corresponds to standard `pip` behavior that
165    /// works only for a specific marker environment.
166    pub fn new(
167        manifest: Manifest,
168        options: Options,
169        python_requirement: &'a PythonRequirement,
170        env: ResolverEnvironment,
171        current_environment: &MarkerEnvironment,
172        conflicts: Conflicts,
173        tags: Option<&'a Tags>,
174        flat_index: &'a FlatIndex,
175        index: &'a InMemoryIndex,
176        hasher: &'a HashStrategy,
177        build_context: &'a Context,
178        installed_packages: InstalledPackages,
179        database: DistributionDatabase<'a, Context>,
180    ) -> Result<Self, ResolveError> {
181        let provider = DefaultResolverProvider::new(
182            database,
183            flat_index,
184            tags,
185            python_requirement.target(),
186            AllowedYanks::from_manifest(&manifest, &env, options.dependency_mode),
187            hasher,
188            options.exclude_newer.clone(),
189            build_context.locations(),
190            build_context.build_options(),
191            build_context.capabilities(),
192        );
193
194        Ok(Self::new_custom_io(
195            manifest,
196            options,
197            hasher,
198            env,
199            current_environment,
200            tags.cloned(),
201            python_requirement,
202            conflicts,
203            index,
204            build_context.git(),
205            build_context.capabilities(),
206            build_context.locations(),
207            provider,
208            installed_packages,
209        ))
210    }
211}
212
213impl<Provider: ResolverProvider, InstalledPackages: InstalledPackagesProvider>
214    Resolver<Provider, InstalledPackages>
215{
216    /// Initialize a new resolver using a user provided backend.
217    pub fn new_custom_io(
218        manifest: Manifest,
219        options: Options,
220        hasher: &HashStrategy,
221        env: ResolverEnvironment,
222        current_environment: &MarkerEnvironment,
223        tags: Option<Tags>,
224        python_requirement: &PythonRequirement,
225        conflicts: Conflicts,
226        index: &InMemoryIndex,
227        git: &GitResolver,
228        capabilities: &IndexCapabilities,
229        locations: &IndexLocations,
230        provider: Provider,
231        installed_packages: InstalledPackages,
232    ) -> Self {
233        let state = ResolverState {
234            index: index.clone(),
235            git: git.clone(),
236            capabilities: capabilities.clone(),
237            selector: CandidateSelector::for_resolution(&options, &manifest, &env),
238            dependency_mode: options.dependency_mode,
239            urls: Urls::from_manifest(&manifest, &env, git, options.dependency_mode),
240            indexes: Indexes::from_manifest(&manifest, &env, options.dependency_mode),
241            project: manifest.project,
242            workspace_members: manifest.workspace_members,
243            requirements: manifest.requirements,
244            constraints: manifest.constraints,
245            overrides: manifest.overrides,
246            excludes: manifest.excludes,
247            preferences: manifest.preferences,
248            exclusions: manifest.exclusions,
249            hasher: hasher.clone(),
250            locations: locations.clone(),
251            env,
252            current_environment: current_environment.clone(),
253            tags,
254            python_requirement: python_requirement.clone(),
255            conflicts,
256            installed_packages,
257            unavailable_packages: Box::default(),
258            incomplete_packages: Box::default(),
259            options,
260            reporter: None,
261        };
262        Self { state, provider }
263    }
264
265    /// Set the [`Reporter`] to use for this installer.
266    #[must_use]
267    pub fn with_reporter(self, reporter: Arc<dyn Reporter>) -> Self {
268        Self {
269            state: ResolverState {
270                reporter: Some(reporter.clone()),
271                ..self.state
272            },
273            provider: self
274                .provider
275                .with_reporter(reporter.into_distribution_reporter()),
276        }
277    }
278
279    /// Resolve a set of requirements into a set of pinned versions.
280    pub async fn resolve(self) -> Result<ResolverOutput, ResolveError> {
281        let state = Arc::new(self.state);
282        let provider = Arc::new(self.provider);
283
284        // A channel to fetch package metadata (e.g., given `flask`, fetch all versions) and version
285        // metadata (e.g., given `flask==1.0.0`, fetch the metadata for that version).
286        // Channel size is set large to accommodate batch prefetching.
287        let (request_sink, request_stream) = mpsc::channel(300);
288
289        // Run the fetcher.
290        let requests_fut = state.clone().fetch(provider.clone(), request_stream).fuse();
291
292        // Spawn the PubGrub solver on a dedicated thread.
293        let solver = state.clone();
294        let (tx, rx) = oneshot::channel();
295        thread::Builder::new()
296            .name("uv-resolver".into())
297            .spawn(move || {
298                let result = solver.solve(&request_sink);
299
300                // This may fail if the main thread returned early due to an error.
301                let _ = tx.send(result);
302            })
303            .unwrap();
304
305        let resolve_fut = async move { rx.await.map_err(|_| ResolveError::ChannelClosed) };
306
307        // Wait for both to complete.
308        let ((), resolution) = tokio::try_join!(requests_fut, resolve_fut)?;
309
310        state.on_complete();
311        resolution
312    }
313}
314
315impl<InstalledPackages: InstalledPackagesProvider> ResolverState<InstalledPackages> {
316    #[instrument(skip_all)]
317    fn solve(
318        self: Arc<Self>,
319        request_sink: &Sender<Request>,
320    ) -> Result<ResolverOutput, ResolveError> {
321        debug!(
322            "Solving with installed Python version: {}",
323            self.python_requirement.exact()
324        );
325        debug!(
326            "Solving with target Python version: {}",
327            self.python_requirement.target()
328        );
329        if !self.options.exclude_newer.is_empty() {
330            debug!("Solving with exclude-newer: {}", self.options.exclude_newer);
331        }
332
333        let mut visited = FxHashSet::default();
334
335        let root = PubGrubPackage::from(PubGrubPackageInner::Root(self.project.clone()));
336        let pubgrub = State::init(root.clone(), MIN_VERSION.clone());
337        let prefetcher = BatchPrefetcher::new(
338            self.capabilities.clone(),
339            self.index.clone(),
340            request_sink.clone(),
341        );
342        let state = ForkState::new(
343            pubgrub,
344            self.env.clone(),
345            self.python_requirement.clone(),
346            prefetcher,
347        );
348        let mut preferences = self.preferences.clone();
349        let mut forked_states = self.env.initial_forked_states(state)?;
350
351        // Apply the same Python-bound scheduling used for dependency-created forks. Since states
352        // are popped from the end of the stack, sort lower Python bounds last for `fewest` and
353        // higher Python bounds last for `requires-python`. There's no `cmp_upper_bounds` tiebreak
354        // here: it counts upper-bounded specifiers among a fork's dependencies, which an initial
355        // state doesn't have yet.
356        match (self.options.fork_strategy, self.options.resolution_mode) {
357            (ForkStrategy::Fewest, _) | (_, ResolutionMode::Lowest) => {
358                forked_states.sort_by(|a, b| cmp_requires_python(&a.env, &b.env).reverse());
359            }
360            (ForkStrategy::RequiresPython, _) => {
361                forked_states.sort_by(|a, b| cmp_requires_python(&a.env, &b.env));
362            }
363        }
364        let mut resolutions = vec![];
365
366        'FORK: while let Some(mut state) = forked_states.pop() {
367            if let Some(split) = state.env.end_user_fork_display() {
368                let requires_python = state.python_requirement.target();
369                debug!("Solving {split} (requires-python: {requires_python:?})");
370            }
371            let start = Instant::now();
372            loop {
373                let highest_priority_pkg =
374                    if let Some(initial) = state.initial_id.take() {
375                        // If we just forked based on `requires-python`, we can skip unit
376                        // propagation, since we already propagated the package that initiated
377                        // the fork.
378                        initial
379                    } else {
380                        // Run unit propagation.
381                        let result = state.pubgrub.unit_propagation(state.next);
382                        match result {
383                            Err(err) => {
384                                // If unit propagation failed, there is no solution.
385                                return Err(self.convert_no_solution_err(
386                                    err,
387                                    state.fork_urls,
388                                    state.fork_indexes,
389                                    &state.known_versions,
390                                    state.env,
391                                    self.current_environment.clone(),
392                                    &visited,
393                                ));
394                            }
395                            Ok(conflicts) => {
396                                for (affected, incompatibility) in conflicts {
397                                    // Conflict tracking: If there was a conflict, track affected and
398                                    // culprit for all root cause incompatibilities
399                                    state.record_conflict(affected, None, incompatibility);
400                                }
401                            }
402                        }
403
404                        // Pre-visit all candidate packages, to allow metadata to be fetched in parallel.
405                        if self.dependency_mode.is_transitive() {
406                            Self::pre_visit(
407                                state.pubgrub.partial_solution.prioritized_packages().map(
408                                    |(id, range)| (id, &state.pubgrub.package_store[id], range),
409                                ),
410                                &mut state.pre_visited,
411                                &self.urls,
412                                &self.indexes,
413                                &state.python_requirement,
414                                request_sink,
415                            )?;
416                        }
417
418                        state.reprioritize_conflicts();
419
420                        trace!(
421                            "Assigned packages: {}",
422                            state
423                                .pubgrub
424                                .partial_solution
425                                .extract_solution()
426                                .filter(|(p, _)| !state.pubgrub.package_store[*p].is_proxy())
427                                .map(|(p, v)| format!("{}=={}", state.pubgrub.package_store[p], v))
428                                .join(", ")
429                        );
430                        // Choose a package.
431                        // We aren't allowed to use the term intersection as it would extend the
432                        // mutable borrow of `state`.
433                        let Some((highest_priority_pkg, _)) =
434                            state.pubgrub.partial_solution.pick_highest_priority_pkg(
435                                |id, _range| state.priorities.get(&state.pubgrub.package_store[id]),
436                            )
437                        else {
438                            // All packages have been assigned, the fork has been successfully resolved
439                            if tracing::enabled!(Level::DEBUG) {
440                                state.prefetcher.log_tried_versions();
441                            }
442                            debug!(
443                                "{} resolution took {:.3}s",
444                                state.env,
445                                start.elapsed().as_secs_f32()
446                            );
447
448                            let resolution = state.into_resolution();
449
450                            // Walk over the selected versions, and mark them as preferences. We have to
451                            // add forks back as to not override the preferences from the lockfile for
452                            // the next fork
453                            //
454                            // If we're using a resolution mode that varies based on whether a dependency is
455                            // direct or transitive, skip preferences, as we risk adding a preference from
456                            // one fork (in which it's a transitive dependency) to another fork (in which
457                            // it's direct).
458                            if matches!(
459                                self.options.resolution_mode,
460                                ResolutionMode::Lowest | ResolutionMode::Highest
461                            ) {
462                                let marker = resolution
463                                    .env
464                                    .try_universal_markers()
465                                    .unwrap_or(UniversalMarker::TRUE);
466                                for (package, version) in &resolution.nodes {
467                                    preferences.insert(
468                                        package.name.clone(),
469                                        package.index.clone(),
470                                        marker,
471                                        version.clone(),
472                                        PreferenceSource::Resolver,
473                                    );
474                                }
475                            }
476
477                            resolutions.push(resolution);
478                            continue 'FORK;
479                        };
480                        trace!(
481                            "Chose package for decision: {}. remaining choices: {}",
482                            state.pubgrub.package_store[highest_priority_pkg],
483                            state
484                                .pubgrub
485                                .partial_solution
486                                .undecided_packages()
487                                .filter(|(p, _)| !state.pubgrub.package_store[**p].is_proxy())
488                                .map(|(p, _)| state.pubgrub.package_store[*p].to_string())
489                                .join(", ")
490                        );
491
492                        highest_priority_pkg
493                    };
494
495                state.next = highest_priority_pkg;
496
497                // TODO(charlie): Remove as many usages of `next_package` as we can.
498                let next_id = state.next;
499                let next_package = &state.pubgrub.package_store[state.next];
500
501                let url = next_package
502                    .name()
503                    .and_then(|name| state.fork_urls.get(name));
504                let index = next_package
505                    .name()
506                    .and_then(|name| state.fork_indexes.get(name));
507
508                // Consider:
509                // ```toml
510                // dependencies = [
511                //   "iniconfig == 1.1.1 ; python_version < '3.12'",
512                //   "iniconfig @ https://files.pythonhosted.org/packages/ef/a6/62565a6e1cf69e10f5727360368e451d4b7f58beeac6173dc9db836a5b46/iniconfig-2.0.0-py3-none-any.whl ; python_version >= '3.12'",
513                // ]
514                // ```
515                // In the `python_version < '3.12'` case, we haven't pre-visited `iniconfig` yet,
516                // since we weren't sure whether it might also be a URL requirement when
517                // transforming the requirements. For that case, we do another request here
518                // (idempotent due to caching).
519                self.request_package(next_package, url, index, request_sink)?;
520
521                let version = if let Some(version) = state.initial_version.take() {
522                    // If we just forked based on platform support, we can skip version selection,
523                    // since the fork operation itself already selected the appropriate version for
524                    // the platform.
525                    version
526                } else {
527                    let term_intersection = state
528                        .pubgrub
529                        .partial_solution
530                        .term_intersection_for_package(next_id)
531                        .expect("a package was chosen but we don't have a term");
532                    let range = term_intersection.unwrap_positive();
533
534                    // Within a fixed resolver environment, an implicit registry candidate is
535                    // stable for a given range and pre-release policy. Avoid repeating candidate
536                    // selection when PubGrub revisits an identical decision after backtracking.
537                    let cache_selected_version = url.is_none() && index.is_none();
538                    let decision = if cache_selected_version
539                        && let Some((selected_range, version)) =
540                            state.selected_versions.get(&next_id)
541                        && selected_range == range
542                    {
543                        Some(ResolverVersion::Unforked(version.clone()))
544                    } else {
545                        let decision = self.choose_version(
546                            next_package,
547                            next_id,
548                            index.map(IndexMetadata::url),
549                            range,
550                            &mut state.pins,
551                            &preferences,
552                            &state.fork_urls,
553                            &state.env,
554                            &state.python_requirement,
555                            &state.pubgrub,
556                            &mut visited,
557                            request_sink,
558                        )?;
559
560                        if cache_selected_version
561                            && let Some(ResolverVersion::Unforked(version)) = &decision
562                        {
563                            state
564                                .selected_versions
565                                .insert(next_id, (range.clone(), version.clone()));
566                        }
567
568                        decision
569                    };
570
571                    // Pick the next compatible version.
572                    let Some(version) = decision else {
573                        debug!("No compatible version found for: {next_package}");
574
575                        let term_intersection = state
576                            .pubgrub
577                            .partial_solution
578                            .term_intersection_for_package(next_id)
579                            .expect("a package was chosen but we don't have a term");
580
581                        if let PubGrubPackageInner::Package { name, .. } = &**next_package {
582                            // Check if the decision was due to the package being unavailable
583                            if let Some(reason) = self.unavailable_packages.pin().get(name) {
584                                state
585                                    .pubgrub
586                                    .add_incompatibility(Incompatibility::custom_term(
587                                        next_id,
588                                        term_intersection.clone(),
589                                        UnavailableReason::Package(reason.clone()),
590                                    ));
591                                continue;
592                            }
593                        }
594
595                        state
596                            .pubgrub
597                            .add_incompatibility(Incompatibility::no_versions(
598                                next_id,
599                                term_intersection.clone(),
600                            ));
601                        continue;
602                    };
603
604                    let version = match version {
605                        ResolverVersion::Unforked(version) => version,
606                        ResolverVersion::Forked(forks) => {
607                            forked_states.extend(self.version_forks_to_fork_states(state, forks));
608                            continue 'FORK;
609                        }
610                        ResolverVersion::Unavailable(version, reason) => {
611                            state.add_unavailable_version(
612                                version,
613                                reason,
614                                &self.index,
615                                &self.installed_packages,
616                            );
617                            continue;
618                        }
619                    };
620
621                    // Only consider registry packages for prefetch.
622                    if url.is_none() {
623                        state.prefetcher.prefetch_batches(
624                            next_package,
625                            index,
626                            &version,
627                            term_intersection.unwrap_positive(),
628                            state
629                                .pubgrub
630                                .partial_solution
631                                .unchanging_term_for_package(next_id),
632                            &state.python_requirement,
633                            &self.selector,
634                            &state.env,
635                        )?;
636                    }
637
638                    version
639                };
640
641                state.prefetcher.version_tried(next_package, &version);
642
643                self.on_progress(next_package, &version);
644
645                if state
646                    .added_dependencies
647                    .get(&next_id)
648                    .is_some_and(|versions| versions.contains(&version))
649                {
650                    // `dep_incompats` are already in `incompatibilities` so we know there are not satisfied
651                    // terms and can add the decision directly.
652                    state
653                        .pubgrub
654                        .partial_solution
655                        .add_decision(next_id, version);
656                    continue;
657                }
658
659                // Retrieve that package dependencies.
660                let forked_deps = self.get_dependencies_forking(
661                    next_id,
662                    next_package,
663                    &version,
664                    &state.pins,
665                    &state.fork_urls,
666                    &state.env,
667                    &state.python_requirement,
668                    &state.pubgrub,
669                )?;
670
671                match forked_deps {
672                    ForkedDependencies::Unavailable(reason) => {
673                        // Then here, if we get a reason that we consider unrecoverable, we should
674                        // show the derivation chain.
675                        let versions = state.widen_version_to_gap(
676                            &version,
677                            &self.index,
678                            &self.installed_packages,
679                        );
680                        state
681                            .pubgrub
682                            .add_incompatibility(Incompatibility::custom_term(
683                                next_id,
684                                Term::Positive(versions),
685                                UnavailableReason::Version(reason),
686                            ));
687                    }
688                    ForkedDependencies::Unforked(dependencies) => {
689                        state
690                            .added_dependencies
691                            .entry(next_id)
692                            .or_default()
693                            .insert(version.clone());
694
695                        // Enrich the state with any URLs, etc.
696                        state
697                            .visit_package_version_dependencies(
698                                next_id,
699                                &version,
700                                &self.urls,
701                                &self.indexes,
702                                &dependencies,
703                                &self.git,
704                                &self.workspace_members,
705                                self.selector.resolution_strategy(),
706                            )
707                            .map_err(|err| {
708                                enrich_dependency_error(err, next_id, &version, &state.pubgrub)
709                            })?;
710
711                        // Emit a request to fetch the metadata for each registry package.
712                        self.visit_dependencies(&dependencies, &state, request_sink)
713                            .map_err(|err| {
714                                enrich_dependency_error(err, next_id, &version, &state.pubgrub)
715                            })?;
716
717                        // Add the dependencies to the state.
718                        state.add_package_version_dependencies(
719                            next_id,
720                            &version,
721                            dependencies,
722                            &self.index,
723                            &self.installed_packages,
724                        );
725                    }
726                    ForkedDependencies::Forked {
727                        mut forks,
728                        diverging_packages,
729                    } => {
730                        state
731                            .added_dependencies
732                            .entry(next_id)
733                            .or_default()
734                            .insert(version.clone());
735
736                        debug!(
737                            "Pre-fork {} took {:.3}s",
738                            state.env,
739                            start.elapsed().as_secs_f32()
740                        );
741
742                        // Prioritize the forks.
743                        match (self.options.fork_strategy, self.options.resolution_mode) {
744                            (ForkStrategy::Fewest, _) | (_, ResolutionMode::Lowest) => {
745                                // Prefer solving forks with lower Python bounds, since they're more
746                                // likely to produce solutions that work for forks with higher
747                                // Python bounds (whereas the inverse is not true).
748                                forks.sort_by(|a, b| {
749                                    a.cmp_requires_python(b)
750                                        .reverse()
751                                        .then_with(|| a.cmp_upper_bounds(b))
752                                });
753                            }
754                            (ForkStrategy::RequiresPython, _) => {
755                                // Otherwise, prefer solving forks with higher Python bounds, since
756                                // we want to prioritize choosing the latest-compatible package
757                                // version for each Python version.
758                                forks.sort_by(|a, b| {
759                                    a.cmp_requires_python(b).then_with(|| a.cmp_upper_bounds(b))
760                                });
761                            }
762                        }
763
764                        for new_fork_state in self.forks_to_fork_states(
765                            state,
766                            &version,
767                            forks,
768                            request_sink,
769                            &diverging_packages,
770                        ) {
771                            forked_states.push(new_fork_state?);
772                        }
773                        continue 'FORK;
774                    }
775                    ForkedDependencies::RequiresPython(requires_python) => {
776                        if matches!(self.options.fork_strategy, ForkStrategy::RequiresPython)
777                            && state.env.marker_environment().is_none()
778                        {
779                            let forks = fork_version_by_python_requirement(
780                                &requires_python,
781                                &state.python_requirement,
782                                &state.env,
783                            );
784                            if !forks.is_empty() {
785                                debug!(
786                                    "Forking Python requirement `{}` on `{}` for {}=={} ({})",
787                                    state.python_requirement.target(),
788                                    &requires_python,
789                                    next_package,
790                                    version,
791                                    forks
792                                        .iter()
793                                        .map(ToString::to_string)
794                                        .collect::<Vec<_>>()
795                                        .join(", ")
796                                );
797
798                                // Revisit the version in each fork so its dependencies are added
799                                // under the narrowed Python requirement.
800                                let forks = forks
801                                    .into_iter()
802                                    .map(|env| VersionFork {
803                                        env,
804                                        id: next_id,
805                                        version: None,
806                                    })
807                                    .collect();
808                                forked_states
809                                    .extend(self.version_forks_to_fork_states(state, forks));
810                                continue 'FORK;
811                            }
812                        }
813
814                        let versions = state.widen_version_to_gap(
815                            &version,
816                            &self.index,
817                            &self.installed_packages,
818                        );
819                        state
820                            .pubgrub
821                            .add_incompatibility(Incompatibility::custom_term(
822                                next_id,
823                                Term::Positive(versions),
824                                UnavailableReason::Version(UnavailableVersion::RequiresPython(
825                                    requires_python,
826                                )),
827                            ));
828                    }
829                }
830            }
831        }
832        if resolutions.len() > 1 {
833            info!(
834                "Solved your requirements for {} environments",
835                resolutions.len()
836            );
837        }
838        if tracing::enabled!(Level::DEBUG) {
839            for resolution in &resolutions {
840                if let Some(env) = resolution.env.end_user_fork_display() {
841                    let packages: FxHashSet<_> = resolution
842                        .nodes
843                        .keys()
844                        .map(|package| &package.name)
845                        .collect();
846                    debug!(
847                        "Distinct solution for {env} with {} package(s)",
848                        packages.len()
849                    );
850                }
851            }
852        }
853        for resolution in &resolutions {
854            resolution.trace_resolution();
855        }
856        ResolverOutput::from_state(
857            &resolutions,
858            self.requirements.clone(),
859            self.constraints.clone(),
860            self.overrides.clone(),
861            &self.preferences,
862            &self.index,
863            &self.git,
864            self.python_requirement.target().clone(),
865            &self.conflicts,
866            self.selector.resolution_strategy(),
867            self.options.clone(),
868        )
869    }
870
871    /// Convert the dependency [`Fork`]s into [`ForkState`]s.
872    fn forks_to_fork_states<'a>(
873        &'a self,
874        current_state: ForkState,
875        version: &'a Version,
876        forks: Vec<Fork>,
877        request_sink: &'a Sender<Request>,
878        diverging_packages: &'a BTreeSet<PackageName>,
879    ) -> impl Iterator<Item = Result<ForkState, ResolveError>> + 'a {
880        debug!(
881            "Splitting resolution on {}=={} over {} into {} resolution{} with separate markers",
882            current_state.pubgrub.package_store[current_state.next],
883            version,
884            diverging_packages
885                .iter()
886                .map(ToString::to_string)
887                .join(", "),
888            forks.len(),
889            if forks.len() == 1 { "" } else { "s" }
890        );
891        assert!(forks.len() >= 2);
892        // This is a somewhat tortured technique to ensure
893        // that our resolver state is only cloned as much
894        // as it needs to be. We basically move the state
895        // into `forked_states`, and then only clone it if
896        // there is at least one more fork to visit.
897        let package = current_state.next;
898        let mut cur_state = Some(current_state);
899        let forks_len = forks.len();
900        forks
901            .into_iter()
902            .enumerate()
903            .map(move |(i, fork)| {
904                let is_last = i == forks_len - 1;
905                let forked_state = cur_state.take().unwrap();
906                if !is_last {
907                    cur_state = Some(forked_state.clone());
908                }
909
910                let env = fork.env.clone();
911                (fork, forked_state.with_env(env))
912            })
913            .map(move |(fork, mut forked_state)| {
914                // Enrich the state with any URLs, etc.
915                forked_state
916                    .visit_package_version_dependencies(
917                        package,
918                        version,
919                        &self.urls,
920                        &self.indexes,
921                        &fork.dependencies,
922                        &self.git,
923                        &self.workspace_members,
924                        self.selector.resolution_strategy(),
925                    )
926                    .map_err(|err| {
927                        enrich_dependency_error(err, package, version, &forked_state.pubgrub)
928                    })?;
929
930                // Emit a request to fetch the metadata for each registry package.
931                self.visit_dependencies(&fork.dependencies, &forked_state, request_sink)
932                    .map_err(|err| {
933                        enrich_dependency_error(err, package, version, &forked_state.pubgrub)
934                    })?;
935
936                // Add the dependencies to the state.
937                forked_state.add_package_version_dependencies(
938                    package,
939                    version,
940                    fork.dependencies,
941                    &self.index,
942                    &self.installed_packages,
943                );
944
945                Ok(forked_state)
946            })
947    }
948
949    /// Convert the dependency [`Fork`]s into [`ForkState`]s.
950    #[expect(clippy::unused_self)]
951    fn version_forks_to_fork_states(
952        &self,
953        current_state: ForkState,
954        forks: Vec<VersionFork>,
955    ) -> impl Iterator<Item = ForkState> + '_ {
956        // This is a somewhat tortured technique to ensure
957        // that our resolver state is only cloned as much
958        // as it needs to be. We basically move the state
959        // into `forked_states`, and then only clone it if
960        // there is at least one more fork to visit.
961        let mut cur_state = Some(current_state);
962        let forks_len = forks.len();
963        forks.into_iter().enumerate().map(move |(i, fork)| {
964            let is_last = i == forks_len - 1;
965            let mut forked_state = cur_state.take().unwrap();
966            if !is_last {
967                cur_state = Some(forked_state.clone());
968            }
969            forked_state.initial_id = Some(fork.id);
970            forked_state.initial_version = fork.version;
971            forked_state.with_env(fork.env)
972        })
973    }
974
975    /// Visit a set of [`PubGrubDependency`] entities prior to selection.
976    fn visit_dependencies(
977        &self,
978        dependencies: &[PubGrubDependency],
979        state: &ForkState,
980        request_sink: &Sender<Request>,
981    ) -> Result<(), ResolveError> {
982        for dependency in dependencies {
983            let PubGrubDependency {
984                package,
985                version: _,
986                parent: _,
987                source: _,
988            } = dependency;
989            let url = package.name().and_then(|name| state.fork_urls.get(name));
990            let index = package.name().and_then(|name| state.fork_indexes.get(name));
991            self.visit_package(package, url, index, request_sink)?;
992        }
993        Ok(())
994    }
995
996    /// Visit a [`PubGrubPackage`] prior to selection. This should be called on a [`PubGrubPackage`]
997    /// before it is selected, to allow metadata to be fetched in parallel.
998    fn visit_package(
999        &self,
1000        package: &PubGrubPackage,
1001        url: Option<&VerbatimParsedUrl>,
1002        index: Option<&IndexMetadata>,
1003        request_sink: &Sender<Request>,
1004    ) -> Result<(), ResolveError> {
1005        // Ignore unresolved URL packages, i.e., packages that use a direct URL in some forks.
1006        if url.is_none() && package.name().is_none_or(|name| self.urls.any_url(name)) {
1007            return Ok(());
1008        }
1009
1010        self.request_package(package, url, index, request_sink)
1011    }
1012
1013    fn request_package(
1014        &self,
1015        package: &PubGrubPackage,
1016        url: Option<&VerbatimParsedUrl>,
1017        index: Option<&IndexMetadata>,
1018        request_sink: &Sender<Request>,
1019    ) -> Result<(), ResolveError> {
1020        // Only request real packages.
1021        let Some(name) = package.name_no_root() else {
1022            return Ok(());
1023        };
1024
1025        if let Some(url) = url {
1026            // Verify that the package is allowed under the hash-checking policy.
1027            if !self.hasher.allows_url(&url.verbatim) {
1028                return Err(ResolveError::UnhashedPackage(name.clone()));
1029            }
1030
1031            // Emit a request to fetch the metadata for this distribution.
1032            let dist = Dist::from_url(name.clone(), url.clone())?;
1033            if self.index.distributions().register(dist.distribution_id()) {
1034                request_sink.blocking_send(Request::Dist(dist))?;
1035            }
1036        } else if let Some(index) = index {
1037            // Emit a request to fetch the metadata for this package on the index.
1038            if self
1039                .index
1040                .explicit()
1041                .register((name.clone(), index.url().clone()))
1042            {
1043                request_sink.blocking_send(Request::Package(name.clone(), Some(index.clone())))?;
1044            }
1045        } else {
1046            // Emit a request to fetch the metadata for this package.
1047            if self.index.implicit().register(name.clone()) {
1048                request_sink.blocking_send(Request::Package(name.clone(), None))?;
1049            }
1050        }
1051        Ok(())
1052    }
1053
1054    /// Visit the set of [`PubGrubPackage`] candidates prior to selection. This allows us to fetch
1055    /// metadata for all packages in parallel.
1056    fn pre_visit<'data>(
1057        packages: impl Iterator<
1058            Item = (
1059                Id<PubGrubPackage>,
1060                &'data PubGrubPackage,
1061                &'data Range<Version>,
1062            ),
1063        >,
1064        pre_visited: &mut FxHashMap<Id<PubGrubPackage>, Range<Version>>,
1065        urls: &Urls,
1066        indexes: &Indexes,
1067        python_requirement: &PythonRequirement,
1068        request_sink: &Sender<Request>,
1069    ) -> Result<(), ResolveError> {
1070        // Iterate over the potential packages, and fetch file metadata for any of them. These
1071        // represent our current best guesses for the versions that we _might_ select.
1072        for (id, package, range) in packages {
1073            let PubGrubPackageInner::Package {
1074                name,
1075                extra: None,
1076                group: None,
1077                marker: MarkerTree::TRUE,
1078            } = &**package
1079            else {
1080                continue;
1081            };
1082            // Avoid pre-visiting packages that have any URLs in any fork. At this point we can't
1083            // tell whether they are registry distributions or which url they use.
1084            if urls.any_url(name) {
1085                continue;
1086            }
1087            // Avoid visiting packages that may use an explicit index.
1088            if indexes.contains_key(name) {
1089                continue;
1090            }
1091            // Unit propagation often leaves a package's range unchanged. Although prefetching the
1092            // same package and range is idempotent, selecting its candidate is not free.
1093            if pre_visited.get(&id) == Some(range) {
1094                continue;
1095            }
1096            pre_visited.insert(id, range.clone());
1097            request_sink.blocking_send(Request::Prefetch(
1098                name.clone(),
1099                range.clone(),
1100                python_requirement.clone(),
1101            ))?;
1102        }
1103        Ok(())
1104    }
1105
1106    /// Returns the sorted, deduplicated candidate universe used to widen version sets.
1107    ///
1108    /// Every selectable version must be present: omitting one could extend an incompatibility
1109    /// across it, while including an unselectable version only prevents a possible simplification.
1110    /// The result is therefore conservative, including yanked and otherwise unavailable versions
1111    /// from every index plus installed versions missing from the indexes. Versions past the
1112    /// exclude-newer cutoff are omitted because resolution treats them as nonexistent.
1113    ///
1114    /// Non-blocking: Returns `None` if the version map hasn't been fetched yet, or if the
1115    /// package is not a registry package.
1116    fn known_versions<'a>(
1117        index: &InMemoryIndex,
1118        installed_packages: &InstalledPackages,
1119        fork_urls: &ForkUrls,
1120        fork_indexes: &ForkIndexes,
1121        known_versions: &'a mut FxHashMap<PackageName, Arc<[Version]>>,
1122        package: &PubGrubPackage,
1123    ) -> Option<&'a [Version]> {
1124        let name = package.name_no_root()?;
1125        // Versions of packages from a URL or the workspace are not registry versions.
1126        if fork_urls.get(name).is_some() {
1127            return None;
1128        }
1129        if !known_versions.contains_key(name) {
1130            let response = if let Some(index_metadata) = fork_indexes.get(name) {
1131                index
1132                    .explicit()
1133                    .get(&(name.clone(), index_metadata.url().clone()))?
1134            } else {
1135                index.implicit().get(name)?
1136            };
1137            let VersionsResponse::Found(ref version_maps) = *response else {
1138                return None;
1139            };
1140            let mut versions: Vec<Version> = version_maps
1141                .iter()
1142                .flat_map(|version_map| version_map.included_versions().cloned())
1143                .chain(
1144                    installed_packages
1145                        .get_packages(name)
1146                        .iter()
1147                        .map(|dist| dist.version().clone()),
1148                )
1149                .collect();
1150            versions.sort_unstable();
1151            versions.dedup();
1152            known_versions.insert(name.clone(), versions.into());
1153        }
1154        Some(&known_versions[name][..])
1155    }
1156
1157    /// Given a candidate package, choose the next version in range to try.
1158    ///
1159    /// Returns `None` when there are no versions in the given range, rejecting the current partial
1160    /// solution.
1161    // TODO(konsti): re-enable tracing. This trace is crucial to understanding the
1162    // tracing-durations-export diagrams, but it took ~5% resolver thread runtime for apache-airflow
1163    // when I last measured.
1164    #[cfg_attr(feature = "tracing-durations-export", instrument(skip_all, fields(%package)))]
1165    fn choose_version(
1166        &self,
1167        package: &PubGrubPackage,
1168        id: Id<PubGrubPackage>,
1169        index: Option<&IndexUrl>,
1170        range: &Range<Version>,
1171        pins: &mut FilePins,
1172        preferences: &Preferences,
1173        fork_urls: &ForkUrls,
1174        env: &ResolverEnvironment,
1175        python_requirement: &PythonRequirement,
1176        pubgrub: &State<UvDependencyProvider>,
1177        visited: &mut FxHashSet<PackageName>,
1178        request_sink: &Sender<Request>,
1179    ) -> Result<Option<ResolverVersion>, ResolveError> {
1180        match &**package {
1181            PubGrubPackageInner::Root(_) => {
1182                Ok(Some(ResolverVersion::Unforked(MIN_VERSION.clone())))
1183            }
1184
1185            PubGrubPackageInner::Python(_) => {
1186                // Dependencies on Python are only added when a package is incompatible; as such,
1187                // we don't need to do anything here.
1188                Ok(None)
1189            }
1190
1191            PubGrubPackageInner::System(_) => {
1192                // We don't care what the actual version is here, just that it's consistent across
1193                // the dependency graph.
1194                let Some(version) = range.as_singleton() else {
1195                    return Ok(None);
1196                };
1197                Ok(Some(ResolverVersion::Unforked(version.clone())))
1198            }
1199
1200            PubGrubPackageInner::Marker { name, .. }
1201            | PubGrubPackageInner::Extra { name, .. }
1202            | PubGrubPackageInner::Group { name, .. }
1203            | PubGrubPackageInner::Package { name, .. } => {
1204                if let Some(url) = package.name().and_then(|name| fork_urls.get(name)) {
1205                    self.choose_version_url(id, name, range, url, env, python_requirement, pubgrub)
1206                } else {
1207                    self.choose_version_registry(
1208                        package,
1209                        id,
1210                        name,
1211                        index,
1212                        range,
1213                        preferences,
1214                        env,
1215                        python_requirement,
1216                        pubgrub,
1217                        pins,
1218                        visited,
1219                        request_sink,
1220                    )
1221                }
1222            }
1223        }
1224    }
1225
1226    /// Select a version for a URL requirement. Since there is only one version per URL, we return
1227    /// that version if it is in range and `None` otherwise.
1228    fn choose_version_url(
1229        &self,
1230        id: Id<PubGrubPackage>,
1231        name: &PackageName,
1232        range: &Range<Version>,
1233        url: &VerbatimParsedUrl,
1234        env: &ResolverEnvironment,
1235        python_requirement: &PythonRequirement,
1236        pubgrub: &State<UvDependencyProvider>,
1237    ) -> Result<Option<ResolverVersion>, ResolveError> {
1238        debug!(
1239            "Searching for a compatible version of {name} @ {} ({range})",
1240            url.verbatim
1241        );
1242
1243        let dist = Dist::from_url(name.clone(), url.clone())?;
1244        let distribution_id = dist.distribution_id();
1245        let response = self
1246            .index
1247            .distributions()
1248            .wait_blocking(&distribution_id)
1249            .map_err(|_| ResolveError::UnregisteredTask(dist.to_string()))?;
1250
1251        // If we failed to fetch the metadata for a URL, we can't proceed.
1252        let metadata = match &*response {
1253            MetadataResponse::Found(archive) => &archive.metadata,
1254            MetadataResponse::Unavailable(reason) => {
1255                self.unavailable_packages
1256                    .pin()
1257                    .insert(name.clone(), reason.into());
1258                return Ok(None);
1259            }
1260            // TODO(charlie): Add derivation chain for URL dependencies. In practice, this isn't
1261            // critical since we fetch URL dependencies _prior_ to invoking the resolver.
1262            MetadataResponse::Error(dist, err) => {
1263                return Err(ResolveError::Dist(
1264                    DistErrorKind::from_requested_dist(dist, &**err),
1265                    dist.clone(),
1266                    DerivationChain::default(),
1267                    err.clone(),
1268                ));
1269            }
1270        };
1271
1272        let version = &metadata.version;
1273
1274        // The version is incompatible with the requirement.
1275        if !range.contains(version) {
1276            return Ok(None);
1277        }
1278
1279        // If the URL points to a pre-built wheel, and the wheel's supported Python versions don't
1280        // match our `Requires-Python`, mark it as incompatible.
1281        if let Dist::Built(dist) = &dist {
1282            let filename = match &dist {
1283                BuiltDist::Registry(dist) => &dist.best_wheel().filename,
1284                BuiltDist::DirectUrl(dist) => &dist.filename,
1285                BuiltDist::GitPath(dist) => &dist.filename,
1286                BuiltDist::Path(dist) => &dist.filename,
1287            };
1288
1289            // If the wheel does _not_ cover an environment that requires artifact coverage, it's
1290            // incompatible.
1291            if env.marker_environment().is_none() && !self.options.artifact_environments.is_empty()
1292            {
1293                let wheel_marker = implied_markers(filename);
1294                // If the caller marked an environment as requiring artifact coverage, ensure it
1295                // has coverage.
1296                for environment_marker in self.options.artifact_environments.iter().copied() {
1297                    // If the platform is part of the current environment...
1298                    if env.included_by_marker(environment_marker)
1299                        && !find_environments(id, pubgrub).is_disjoint(environment_marker)
1300                    {
1301                        // ...but the wheel doesn't support it, it's incompatible.
1302                        if wheel_marker.is_disjoint(environment_marker) {
1303                            return Ok(Some(ResolverVersion::Unavailable(
1304                                version.clone(),
1305                                UnavailableVersion::IncompatibleDist(IncompatibleDist::Wheel(
1306                                    IncompatibleWheel::MissingPlatform(environment_marker),
1307                                )),
1308                            )));
1309                        }
1310                    }
1311                }
1312            }
1313
1314            // If the wheel's Python tag doesn't match the target Python, it's incompatible.
1315            if !python_requirement.target().matches_wheel_tag(filename) {
1316                return Ok(Some(ResolverVersion::Unavailable(
1317                    filename.version.clone(),
1318                    UnavailableVersion::IncompatibleDist(IncompatibleDist::Wheel(
1319                        IncompatibleWheel::Tag(IncompatibleTag::AbiPythonVersion),
1320                    )),
1321                )));
1322            }
1323        }
1324
1325        // The version is incompatible due to its `Requires-Python` requirement.
1326        if let Some(requires_python) = metadata.requires_python.as_ref() {
1327            if !python_requirement.target().is_contained_by(requires_python) {
1328                let kind = if python_requirement.installed() == python_requirement.target() {
1329                    PythonRequirementKind::Installed
1330                } else {
1331                    PythonRequirementKind::Target
1332                };
1333                return Ok(Some(ResolverVersion::Unavailable(
1334                    version.clone(),
1335                    UnavailableVersion::IncompatibleDist(IncompatibleDist::Source(
1336                        IncompatibleSource::RequiresPython(requires_python.clone(), kind),
1337                    )),
1338                )));
1339            }
1340        }
1341
1342        Ok(Some(ResolverVersion::Unforked(version.clone())))
1343    }
1344
1345    /// Given a candidate registry requirement, choose the next version in range to try, or `None`
1346    /// if there is no version in this range.
1347    fn choose_version_registry(
1348        &self,
1349        package: &PubGrubPackage,
1350        id: Id<PubGrubPackage>,
1351        name: &PackageName,
1352        index: Option<&IndexUrl>,
1353        range: &Range<Version>,
1354        preferences: &Preferences,
1355        env: &ResolverEnvironment,
1356        python_requirement: &PythonRequirement,
1357        pubgrub: &State<UvDependencyProvider>,
1358        pins: &mut FilePins,
1359        visited: &mut FxHashSet<PackageName>,
1360        request_sink: &Sender<Request>,
1361    ) -> Result<Option<ResolverVersion>, ResolveError> {
1362        // Wait for the metadata to be available.
1363        let versions_response = if let Some(index) = index {
1364            self.index
1365                .explicit()
1366                .wait_blocking(&(name.clone(), index.clone()))
1367                .map_err(|_| ResolveError::UnregisteredTask(name.to_string()))?
1368        } else {
1369            self.index
1370                .implicit()
1371                .wait_blocking(name)
1372                .map_err(|_| ResolveError::UnregisteredTask(name.to_string()))?
1373        };
1374        visited.insert(name.clone());
1375
1376        let version_maps = match *versions_response {
1377            VersionsResponse::Found(ref version_maps) => version_maps.as_slice(),
1378            VersionsResponse::NoIndex => {
1379                self.unavailable_packages
1380                    .pin()
1381                    .insert(name.clone(), UnavailablePackage::NoIndex);
1382                &[]
1383            }
1384            VersionsResponse::Offline => {
1385                self.unavailable_packages
1386                    .pin()
1387                    .insert(name.clone(), UnavailablePackage::Offline);
1388                &[]
1389            }
1390            VersionsResponse::NotFound => {
1391                self.unavailable_packages
1392                    .pin()
1393                    .insert(name.clone(), UnavailablePackage::NotFound);
1394                &[]
1395            }
1396        };
1397
1398        debug!("Searching for a compatible version of {package} ({range})");
1399
1400        // Find a version.
1401        let Some(candidate) = self.selector.select(
1402            name,
1403            range,
1404            version_maps,
1405            preferences,
1406            &self.installed_packages,
1407            &self.exclusions,
1408            index,
1409            env,
1410            self.tags.as_ref(),
1411        ) else {
1412            // Short circuit: we couldn't find _any_ versions for a package.
1413            return Ok(None);
1414        };
1415
1416        let dist = match candidate.dist() {
1417            CandidateDist::Compatible(dist) => dist,
1418            CandidateDist::Incompatible {
1419                incompatible_dist: incompatibility,
1420                prioritized_dist: _,
1421            } => {
1422                // If the version is incompatible because no distributions are compatible, exit early.
1423                return Ok(Some(ResolverVersion::Unavailable(
1424                    candidate.version().clone(),
1425                    // TODO(charlie): We can avoid this clone; the candidate is dropped here and
1426                    // owns the incompatibility.
1427                    UnavailableVersion::IncompatibleDist(incompatibility.clone()),
1428                )));
1429            }
1430        };
1431
1432        // Check whether the version is incompatible due to its Python requirement.
1433        if let Some((requires_python, incompatibility)) =
1434            Self::check_requires_python(dist, python_requirement)
1435        {
1436            if matches!(self.options.fork_strategy, ForkStrategy::RequiresPython) {
1437                if env.marker_environment().is_none() {
1438                    let forks = fork_version_by_python_requirement(
1439                        requires_python,
1440                        python_requirement,
1441                        env,
1442                    );
1443                    if !forks.is_empty() {
1444                        debug!(
1445                            "Forking Python requirement `{}` on `{}` for {}=={} ({})",
1446                            python_requirement.target(),
1447                            requires_python,
1448                            name,
1449                            candidate.version(),
1450                            forks
1451                                .iter()
1452                                .map(ToString::to_string)
1453                                .collect::<Vec<_>>()
1454                                .join(", ")
1455                        );
1456                        let forks = forks
1457                            .into_iter()
1458                            .map(|env| VersionFork {
1459                                env,
1460                                id,
1461                                version: None,
1462                            })
1463                            .collect();
1464                        return Ok(Some(ResolverVersion::Forked(forks)));
1465                    }
1466                }
1467            }
1468
1469            return Ok(Some(ResolverVersion::Unavailable(
1470                candidate.version().clone(),
1471                UnavailableVersion::IncompatibleDist(incompatibility),
1472            )));
1473        }
1474
1475        // Check whether this version covers all supported platforms; and, if not, generate a fork.
1476        if let Some(forked) = self.fork_version_registry(
1477            &candidate,
1478            dist,
1479            version_maps,
1480            package,
1481            id,
1482            name,
1483            index,
1484            range,
1485            preferences,
1486            env,
1487            pubgrub,
1488            pins,
1489            request_sink,
1490        )? {
1491            return Ok(Some(forked));
1492        }
1493
1494        let filename = match dist.for_installation() {
1495            ResolvedDistRef::InstallableRegistrySourceDist { sdist, .. } => sdist
1496                .filename()
1497                .unwrap_or(Cow::Borrowed("unknown filename")),
1498            ResolvedDistRef::InstallableRegistryBuiltDist { wheel, .. } => wheel
1499                .filename()
1500                .unwrap_or(Cow::Borrowed("unknown filename")),
1501            ResolvedDistRef::Installed { .. } => Cow::Borrowed("installed"),
1502        };
1503
1504        debug!(
1505            "Selecting: {}=={} [{}] ({})",
1506            name,
1507            candidate.version(),
1508            candidate.choice_kind(),
1509            filename,
1510        );
1511        self.visit_candidate(&candidate, dist, package, name, pins, request_sink)?;
1512
1513        let version = candidate.version().clone();
1514        Ok(Some(ResolverVersion::Unforked(version)))
1515    }
1516
1517    /// Determine whether a candidate covers all supported platforms; and, if not, generate a fork.
1518    ///
1519    /// This only ever applies to versions that lack source distributions And, for now, we only
1520    /// apply it in two cases:
1521    ///
1522    /// 1. Local versions, where the non-local version has greater platform coverage. The intent is
1523    ///    such that, if we're resolving PyTorch, and we choose `torch==2.5.2+cpu`, we want to
1524    ///    fork so that we can select `torch==2.5.2` on macOS (since the `+cpu` variant doesn't
1525    ///    include any macOS wheels).
1526    /// 2. Platforms that the user explicitly marks as "required" (opt-in). For example, the user
1527    ///    might require that the generated resolution always includes wheels for x86 macOS, and
1528    ///    fails entirely if the platform is unsupported.
1529    fn fork_version_registry(
1530        &self,
1531        candidate: &Candidate,
1532        dist: &CompatibleDist,
1533        version_maps: &[VersionMap],
1534        package: &PubGrubPackage,
1535        id: Id<PubGrubPackage>,
1536        name: &PackageName,
1537        index: Option<&IndexUrl>,
1538        range: &Range<Version>,
1539        preferences: &Preferences,
1540        env: &ResolverEnvironment,
1541        pubgrub: &State<UvDependencyProvider>,
1542        pins: &mut FilePins,
1543        request_sink: &Sender<Request>,
1544    ) -> Result<Option<ResolverVersion>, ResolveError> {
1545        // This only applies to universal resolutions.
1546        if env.marker_environment().is_some() {
1547            return Ok(None);
1548        }
1549
1550        // If the package is already compatible with all environments (as is the case for
1551        // packages that include a source distribution), we don't need to fork.
1552        if dist.implied_markers().is_true() {
1553            return Ok(None);
1554        }
1555
1556        // If the caller marked an environment as requiring artifact coverage, ensure it has
1557        // coverage.
1558        for marker in self.options.artifact_environments.iter().copied() {
1559            // If the platform is part of the current environment...
1560            if env.included_by_marker(marker) {
1561                // But isn't supported by the distribution...
1562                if dist.implied_markers().is_disjoint(marker)
1563                    && !find_environments(id, pubgrub).is_disjoint(marker)
1564                {
1565                    // Then we need to fork.
1566                    let Some((left, right)) = fork_version_by_marker(env, marker) else {
1567                        return Ok(Some(ResolverVersion::Unavailable(
1568                            candidate.version().clone(),
1569                            UnavailableVersion::IncompatibleDist(IncompatibleDist::Wheel(
1570                                IncompatibleWheel::MissingPlatform(marker),
1571                            )),
1572                        )));
1573                    };
1574
1575                    debug!(
1576                        "Forking on required platform `{}` for {}=={} ({})",
1577                        marker.try_to_string().unwrap_or_else(|| "true".to_string()),
1578                        name,
1579                        candidate.version(),
1580                        [&left, &right]
1581                            .iter()
1582                            .map(ToString::to_string)
1583                            .collect::<Vec<_>>()
1584                            .join(", ")
1585                    );
1586                    let forks = vec![
1587                        VersionFork {
1588                            env: left,
1589                            id,
1590                            version: None,
1591                        },
1592                        VersionFork {
1593                            env: right,
1594                            id,
1595                            version: None,
1596                        },
1597                    ];
1598                    return Ok(Some(ResolverVersion::Forked(forks)));
1599                }
1600            }
1601        }
1602
1603        // For now, we only apply this to local versions.
1604        if !candidate.version().is_local() {
1605            return Ok(None);
1606        }
1607
1608        debug!(
1609            "Looking at local version: {}=={}",
1610            name,
1611            candidate.version()
1612        );
1613
1614        // If there's a non-local version...
1615        let range = range.clone().intersection(&Range::singleton(
1616            candidate.version().clone().without_local(),
1617        ));
1618
1619        let Some(base_candidate) = self.selector.select(
1620            name,
1621            &range,
1622            version_maps,
1623            preferences,
1624            &self.installed_packages,
1625            &self.exclusions,
1626            index,
1627            env,
1628            self.tags.as_ref(),
1629        ) else {
1630            return Ok(None);
1631        };
1632        let CandidateDist::Compatible(base_dist) = base_candidate.dist() else {
1633            return Ok(None);
1634        };
1635
1636        // ...and the non-local version has greater platform support...
1637        let mut remainder = {
1638            let mut remainder = base_dist.implied_markers();
1639            remainder = remainder.and(dist.implied_markers().negate());
1640            remainder
1641        };
1642        if remainder.is_false() {
1643            return Ok(None);
1644        }
1645
1646        // If the remainder isn't relevant to the current environment, there's no need to fork.
1647        // For example, if we're solving for `sys_platform == 'darwin'` but the remainder is
1648        // `sys_platform == 'linux'`, we don't need to fork.
1649        if !env.included_by_marker(remainder) {
1650            return Ok(None);
1651        }
1652
1653        // Similarly, if the local distribution is incompatible with the current environment, then
1654        // use the base distribution instead (but don't fork).
1655        if !env.included_by_marker(dist.implied_markers()) {
1656            let filename = match dist.for_installation() {
1657                ResolvedDistRef::InstallableRegistrySourceDist { sdist, .. } => sdist
1658                    .filename()
1659                    .unwrap_or(Cow::Borrowed("unknown filename")),
1660                ResolvedDistRef::InstallableRegistryBuiltDist { wheel, .. } => wheel
1661                    .filename()
1662                    .unwrap_or(Cow::Borrowed("unknown filename")),
1663                ResolvedDistRef::Installed { .. } => Cow::Borrowed("installed"),
1664            };
1665
1666            debug!(
1667                "Preferring non-local candidate: {}=={} [{}] ({})",
1668                name,
1669                base_candidate.version(),
1670                base_candidate.choice_kind(),
1671                filename,
1672            );
1673            self.visit_candidate(
1674                &base_candidate,
1675                base_dist,
1676                package,
1677                name,
1678                pins,
1679                request_sink,
1680            )?;
1681
1682            return Ok(Some(ResolverVersion::Unforked(
1683                base_candidate.version().clone(),
1684            )));
1685        }
1686
1687        // If the implied markers includes _some_ macOS environments, but the remainder doesn't,
1688        // then we can extend the implied markers to include _all_ macOS environments. Same goes for
1689        // Linux and Windows.
1690        //
1691        // The idea here is that the base version could support (e.g.) ARM macOS, but not Intel
1692        // macOS. But if _neither_ version supports Intel macOS, we'd rather use `sys_platform == 'darwin'`
1693        // instead of `sys_platform == 'darwin' and platform_machine == 'arm64'`, since it's much
1694        // simpler, and _neither_ version will succeed with Intel macOS anyway.
1695        for value in [
1696            arcstr::literal!("darwin"),
1697            arcstr::literal!("linux"),
1698            arcstr::literal!("win32"),
1699        ] {
1700            let sys_platform = MarkerTree::expression(MarkerExpression::String {
1701                key: MarkerValueString::SysPlatform,
1702                operator: MarkerOperator::Equal,
1703                value,
1704            });
1705            if dist.implied_markers().is_disjoint(sys_platform)
1706                && !remainder.is_disjoint(sys_platform)
1707            {
1708                remainder = remainder.or(sys_platform);
1709            }
1710        }
1711
1712        // Otherwise, we need to fork.
1713        let Some((base_env, local_env)) = fork_version_by_marker(env, remainder) else {
1714            return Ok(None);
1715        };
1716
1717        debug!(
1718            "Forking platform for {}=={} ({})",
1719            name,
1720            candidate.version(),
1721            [&base_env, &local_env]
1722                .iter()
1723                .map(ToString::to_string)
1724                .collect::<Vec<_>>()
1725                .join(", ")
1726        );
1727        self.visit_candidate(candidate, dist, package, name, pins, request_sink)?;
1728        self.visit_candidate(
1729            &base_candidate,
1730            base_dist,
1731            package,
1732            name,
1733            pins,
1734            request_sink,
1735        )?;
1736
1737        let forks = vec![
1738            VersionFork {
1739                env: base_env.clone(),
1740                id,
1741                version: Some(base_candidate.version().clone()),
1742            },
1743            VersionFork {
1744                env: local_env.clone(),
1745                id,
1746                version: Some(candidate.version().clone()),
1747            },
1748        ];
1749        Ok(Some(ResolverVersion::Forked(forks)))
1750    }
1751
1752    /// Visit a selected candidate.
1753    fn visit_candidate(
1754        &self,
1755        candidate: &Candidate,
1756        dist: &CompatibleDist,
1757        package: &PubGrubPackage,
1758        name: &PackageName,
1759        pins: &mut FilePins,
1760        request_sink: &Sender<Request>,
1761    ) -> Result<(), ResolveError> {
1762        // We want to return a package pinned to a specific version; but we _also_ want to
1763        // store the exact file that we selected to satisfy that version.
1764        pins.insert(candidate, dist);
1765
1766        // Emit a request to fetch the metadata for this version.
1767        if matches!(&**package, PubGrubPackageInner::Package { .. }) {
1768            if self.dependency_mode.is_transitive() {
1769                let dist = dist.for_resolution();
1770                if self.index.distributions().register(dist.distribution_id()) {
1771                    if name != dist.name() {
1772                        return Err(ResolveError::MismatchedPackageName {
1773                            request: "distribution",
1774                            expected: name.clone(),
1775                            actual: dist.name().clone(),
1776                        });
1777                    }
1778                    // Verify that the package is allowed under the hash-checking policy.
1779                    if !self
1780                        .hasher
1781                        .allows_package(candidate.name(), candidate.version())
1782                    {
1783                        return Err(ResolveError::UnhashedPackage(candidate.name().clone()));
1784                    }
1785
1786                    let request = Request::from(dist);
1787                    request_sink.blocking_send(request)?;
1788                }
1789            }
1790        }
1791
1792        Ok(())
1793    }
1794
1795    /// Check if the distribution is incompatible with the Python requirement, and if so, return
1796    /// the incompatibility.
1797    fn check_requires_python<'dist>(
1798        dist: &'dist CompatibleDist,
1799        python_requirement: &PythonRequirement,
1800    ) -> Option<(&'dist VersionSpecifiers, IncompatibleDist)> {
1801        let requires_python = dist.requires_python()?;
1802        if python_requirement.target().is_contained_by(requires_python) {
1803            None
1804        } else {
1805            let incompatibility = if matches!(dist, CompatibleDist::CompatibleWheel { .. }) {
1806                IncompatibleDist::Wheel(IncompatibleWheel::RequiresPython(
1807                    requires_python.clone(),
1808                    if python_requirement.installed() == python_requirement.target() {
1809                        PythonRequirementKind::Installed
1810                    } else {
1811                        PythonRequirementKind::Target
1812                    },
1813                ))
1814            } else {
1815                IncompatibleDist::Source(IncompatibleSource::RequiresPython(
1816                    requires_python.clone(),
1817                    if python_requirement.installed() == python_requirement.target() {
1818                        PythonRequirementKind::Installed
1819                    } else {
1820                        PythonRequirementKind::Target
1821                    },
1822                ))
1823            };
1824            Some((requires_python, incompatibility))
1825        }
1826    }
1827
1828    /// Given a candidate package and version, return its dependencies.
1829    fn get_dependencies_forking(
1830        &self,
1831        id: Id<PubGrubPackage>,
1832        package: &PubGrubPackage,
1833        version: &Version,
1834        pins: &FilePins,
1835        fork_urls: &ForkUrls,
1836        env: &ResolverEnvironment,
1837        python_requirement: &PythonRequirement,
1838        pubgrub: &State<UvDependencyProvider>,
1839    ) -> Result<ForkedDependencies, ResolveError> {
1840        let dependencies = self.get_dependencies(
1841            id,
1842            package,
1843            version,
1844            pins,
1845            fork_urls,
1846            env,
1847            python_requirement,
1848            pubgrub,
1849        )?;
1850        if env.marker_environment().is_some() {
1851            Ok(ForkedDependencies::from_dependencies_platform_specific(
1852                dependencies,
1853            ))
1854        } else {
1855            Ok(ForkedDependencies::from_dependencies_universal(
1856                dependencies,
1857                env,
1858                python_requirement,
1859                &self.conflicts,
1860            ))
1861        }
1862    }
1863
1864    /// Given a candidate package and version, return its dependencies.
1865    #[instrument(skip_all, fields(%package, %version))]
1866    fn get_dependencies(
1867        &self,
1868        id: Id<PubGrubPackage>,
1869        package: &PubGrubPackage,
1870        version: &Version,
1871        pins: &FilePins,
1872        fork_urls: &ForkUrls,
1873        env: &ResolverEnvironment,
1874        python_requirement: &PythonRequirement,
1875        pubgrub: &State<UvDependencyProvider>,
1876    ) -> Result<Dependencies, ResolveError> {
1877        let dependencies = match &**package {
1878            PubGrubPackageInner::Root(_) => {
1879                let no_dev_deps = BTreeMap::default();
1880                let requirements = self.flatten_requirements(
1881                    &self.requirements,
1882                    &no_dev_deps,
1883                    None,
1884                    None,
1885                    None,
1886                    None,
1887                    env,
1888                    python_requirement,
1889                );
1890
1891                PubGrubDependency::from_requirements(
1892                    &self.conflicts,
1893                    requirements,
1894                    None,
1895                    Some(package),
1896                )
1897            }
1898
1899            PubGrubPackageInner::Package {
1900                name,
1901                extra,
1902                group,
1903                marker: _,
1904            } => {
1905                // If we're excluding transitive dependencies, short-circuit.
1906                if self.dependency_mode.is_direct() {
1907                    return Ok(Dependencies::Unforkable(Vec::default()));
1908                }
1909
1910                // Look up the distribution ID from the pins (common case) or fork URLs.
1911                let owned_id;
1912                let distribution_id = if let Some((_, metadata_id)) =
1913                    pins.dist_and_id(name, version)
1914                {
1915                    metadata_id
1916                } else if let Some(url) = fork_urls.get(name) {
1917                    let dist = Dist::from_url(name.clone(), url.clone())?;
1918                    owned_id = dist.distribution_id();
1919                    &owned_id
1920                } else {
1921                    debug_assert!(
1922                        false,
1923                        "Dependencies were requested for a package without a pinned distribution"
1924                    );
1925                    return Err(ResolveError::UnregisteredTask(format!("{name}=={version}")));
1926                };
1927
1928                // If the package does not exist in the registry or locally, we cannot fetch its dependencies
1929                if self.dependency_mode.is_transitive()
1930                    && self.unavailable_packages.pin().contains_key(name)
1931                    && self.installed_packages.get_packages(name).is_empty()
1932                {
1933                    debug_assert!(
1934                        false,
1935                        "Dependencies were requested for a package that is not available"
1936                    );
1937                    return Err(ResolveError::PackageUnavailable(name.clone()));
1938                }
1939
1940                // Wait for the metadata to be available.
1941                let response = self
1942                    .index
1943                    .distributions()
1944                    .wait_blocking(distribution_id)
1945                    .map_err(|_| ResolveError::UnregisteredTask(format!("{name}=={version}")))?;
1946
1947                let metadata = match &*response {
1948                    MetadataResponse::Found(archive) => &archive.metadata,
1949                    MetadataResponse::Unavailable(reason) => {
1950                        let unavailable_version = UnavailableVersion::from(reason);
1951                        let message = unavailable_version.singular_message();
1952                        if let Some(err) = reason.source() {
1953                            // Show the detailed error for metadata parse errors.
1954                            warn!("{name} {message}: {err}");
1955                        } else {
1956                            warn!("{name} {message}");
1957                        }
1958                        let incomplete_packages = self.incomplete_packages.pin();
1959                        let versions = incomplete_packages.get_or_insert(
1960                            name.clone(),
1961                            HashMap::builder().resize_mode(ResizeMode::Blocking).build(),
1962                        );
1963                        versions.pin().insert(version.clone(), reason.clone());
1964                        return Ok(Dependencies::Unavailable(unavailable_version));
1965                    }
1966                    MetadataResponse::Error(dist, err) => {
1967                        let chain = DerivationChainBuilder::from_state(id, version, pubgrub)
1968                            .unwrap_or_default();
1969                        return Err(ResolveError::Dist(
1970                            DistErrorKind::from_requested_dist(dist, &**err),
1971                            dist.clone(),
1972                            chain,
1973                            err.clone(),
1974                        ));
1975                    }
1976                };
1977
1978                // If there was no requires-python on the index page, we may have an incompatible
1979                // distribution or need to fork.
1980                if let Some(requires_python) = &metadata.requires_python {
1981                    if !python_requirement.target().is_contained_by(requires_python) {
1982                        return Ok(Dependencies::RequiresPython(requires_python.clone()));
1983                    }
1984                }
1985
1986                // Identify any system dependencies based on the index URL.
1987                let system_dependencies = self
1988                    .options
1989                    .torch_backend
1990                    .as_ref()
1991                    .filter(|torch_backend| matches!(torch_backend, TorchStrategy::Cuda { .. }))
1992                    .filter(|torch_backend| torch_backend.has_system_dependency(name))
1993                    .and_then(|_| pins.get(name, version).and_then(ResolvedDist::index))
1994                    .map(IndexUrl::url)
1995                    .and_then(SystemDependency::from_index)
1996                    .into_iter()
1997                    .inspect(|system_dependency| {
1998                        debug!(
1999                            "Adding system dependency `{}` for `{package}@{version}`",
2000                            system_dependency
2001                        );
2002                    })
2003                    .map(PubGrubDependency::from);
2004
2005                let requirements = self.flatten_requirements(
2006                    &metadata.requires_dist,
2007                    &metadata.dependency_groups,
2008                    extra.as_ref(),
2009                    group.as_ref(),
2010                    Some(name),
2011                    Some(version),
2012                    env,
2013                    python_requirement,
2014                );
2015
2016                PubGrubDependency::from_requirements(
2017                    &self.conflicts,
2018                    requirements,
2019                    group.as_ref(),
2020                    Some(package),
2021                )
2022                .map(|mut dependencies| {
2023                    dependencies.extend(system_dependencies);
2024                    dependencies
2025                })
2026            }
2027
2028            PubGrubPackageInner::Python(_) => return Ok(Dependencies::Unforkable(Vec::default())),
2029
2030            PubGrubPackageInner::System(_) => return Ok(Dependencies::Unforkable(Vec::default())),
2031
2032            // Add a dependency on both the marker and base package.
2033            PubGrubPackageInner::Marker { name, marker } => {
2034                return Ok(Dependencies::Unforkable(
2035                    [MarkerTree::TRUE, *marker]
2036                        .into_iter()
2037                        .map(move |marker| PubGrubDependency {
2038                            package: PubGrubPackage::from(PubGrubPackageInner::Package {
2039                                name: name.clone(),
2040                                extra: None,
2041                                group: None,
2042                                marker,
2043                            }),
2044                            version: Range::singleton(version.clone()),
2045                            parent: None,
2046                            source: DependencySource::Unspecified,
2047                        })
2048                        .collect(),
2049                ));
2050            }
2051
2052            // Add a dependency on both the extra and base package, with and without the marker.
2053            PubGrubPackageInner::Extra {
2054                name,
2055                extra,
2056                marker,
2057            } => {
2058                return Ok(Dependencies::Unforkable(
2059                    [MarkerTree::TRUE, *marker]
2060                        .into_iter()
2061                        .dedup()
2062                        .flat_map(move |marker| {
2063                            [None, Some(extra)]
2064                                .into_iter()
2065                                .map(move |extra| PubGrubDependency {
2066                                    package: PubGrubPackage::from(PubGrubPackageInner::Package {
2067                                        name: name.clone(),
2068                                        extra: extra.cloned(),
2069                                        group: None,
2070                                        marker,
2071                                    }),
2072                                    version: Range::singleton(version.clone()),
2073                                    parent: None,
2074                                    source: DependencySource::Unspecified,
2075                                })
2076                        })
2077                        .collect(),
2078                ));
2079            }
2080
2081            // Add a dependency on the dependency group, with and without the marker.
2082            PubGrubPackageInner::Group {
2083                name,
2084                group,
2085                marker,
2086            } => {
2087                return Ok(Dependencies::Unforkable(
2088                    [MarkerTree::TRUE, *marker]
2089                        .into_iter()
2090                        .dedup()
2091                        .map(|marker| PubGrubDependency {
2092                            package: PubGrubPackage::from(PubGrubPackageInner::Package {
2093                                name: name.clone(),
2094                                extra: None,
2095                                group: Some(group.clone()),
2096                                marker,
2097                            }),
2098                            version: Range::singleton(version.clone()),
2099                            parent: None,
2100                            source: DependencySource::Unspecified,
2101                        })
2102                        .collect(),
2103                ));
2104            }
2105        };
2106        Ok(match dependencies {
2107            Ok(dependencies) => Dependencies::Available(dependencies),
2108            Err(requirement) => {
2109                Dependencies::Unavailable(UnavailableVersion::UnsatisfiableDependency(requirement))
2110            }
2111        })
2112    }
2113
2114    /// The regular and dev dependencies filtered by Python version and the markers of this fork,
2115    /// plus the extras dependencies of the current package (e.g., `black` depending on
2116    /// `black[colorama]`).
2117    fn flatten_requirements<'a>(
2118        &'a self,
2119        dependencies: &'a [Requirement],
2120        dev_dependencies: &'a BTreeMap<GroupName, Box<[Requirement]>>,
2121        extra: Option<&'a ExtraName>,
2122        dev: Option<&'a GroupName>,
2123        name: Option<&'a PackageName>,
2124        version: Option<&'a Version>,
2125        env: &'a ResolverEnvironment,
2126        python_requirement: &'a PythonRequirement,
2127    ) -> impl Iterator<Item = Cow<'a, Requirement>> {
2128        let python_marker = python_requirement.to_marker_tree();
2129
2130        if let Some(dev) = dev {
2131            // Dependency groups can include the project itself, so no need to flatten recursive
2132            // dependencies.
2133            Either::Left(Either::Left(self.requirements_for_extra(
2134                dev_dependencies.get(dev).into_iter().flatten(),
2135                extra,
2136                None,
2137                name.zip(version),
2138                env,
2139                python_marker,
2140                python_requirement,
2141            )))
2142        } else if !dependencies
2143            .iter()
2144            .any(|req| name == Some(&req.name) && !req.extras.is_empty())
2145        {
2146            // If the project doesn't define any recursive dependencies, take the fast path.
2147            Either::Left(Either::Right(self.requirements_for_extra(
2148                dependencies.iter(),
2149                extra,
2150                name.zip(version),
2151                name.zip(version),
2152                env,
2153                python_marker,
2154                python_requirement,
2155            )))
2156        } else {
2157            let mut requirements = self
2158                .requirements_for_extra(
2159                    dependencies.iter(),
2160                    extra,
2161                    name.zip(version),
2162                    name.zip(version),
2163                    env,
2164                    python_marker,
2165                    python_requirement,
2166                )
2167                .collect::<Vec<_>>();
2168
2169            // Transitively process all extras that are recursively included, starting with the current
2170            // extra.
2171            let mut seen = FxHashSet::<(ExtraName, MarkerTree)>::default();
2172            let mut queue: VecDeque<_> = requirements
2173                .iter()
2174                .filter(|req| name == Some(&req.name))
2175                .flat_map(|req| req.extras.iter().cloned().map(|extra| (extra, req.marker)))
2176                .collect();
2177            while let Some((extra, marker)) = queue.pop_front() {
2178                if !seen.insert((extra.clone(), marker)) {
2179                    continue;
2180                }
2181                for requirement in self.requirements_for_extra(
2182                    dependencies,
2183                    Some(&extra),
2184                    name.zip(version),
2185                    name.zip(version),
2186                    env,
2187                    python_marker,
2188                    python_requirement,
2189                ) {
2190                    let requirement = match requirement {
2191                        Cow::Owned(mut requirement) => {
2192                            requirement.marker = requirement.marker.and(marker);
2193                            requirement
2194                        }
2195                        Cow::Borrowed(requirement) => {
2196                            let mut marker = marker;
2197                            marker = marker.and(requirement.marker);
2198                            Requirement {
2199                                name: requirement.name.clone(),
2200                                extras: requirement.extras.clone(),
2201                                groups: requirement.groups.clone(),
2202                                source: requirement.source.clone(),
2203                                origin: requirement.origin.clone(),
2204                                marker: marker.simplify_extras(slice::from_ref(&extra)),
2205                            }
2206                        }
2207                    };
2208                    if name == Some(&requirement.name) {
2209                        // Add each transitively included extra.
2210                        queue.extend(
2211                            requirement
2212                                .extras
2213                                .iter()
2214                                .cloned()
2215                                .map(|extra| (extra, requirement.marker)),
2216                        );
2217                    } else {
2218                        // Add the requirements for that extra.
2219                        requirements.push(Cow::Owned(requirement));
2220                    }
2221                }
2222            }
2223
2224            // Retain any self-constraints for that extra, e.g., if `project[foo]` includes
2225            // `project[bar]>1.0`, as a dependency, we need to propagate `project>1.0`, in addition to
2226            // transitively expanding `project[bar]`.
2227            let mut self_constraints = vec![];
2228            for req in &requirements {
2229                if name == Some(&req.name) && !req.source.is_empty() {
2230                    self_constraints.push(Requirement {
2231                        name: req.name.clone(),
2232                        extras: Box::new([]),
2233                        groups: req.groups.clone(),
2234                        source: req.source.clone(),
2235                        origin: req.origin.clone(),
2236                        marker: req.marker,
2237                    });
2238                }
2239            }
2240
2241            // Drop all the self-requirements now that we flattened them out.
2242            requirements.retain(|req| name != Some(&req.name) || req.extras.is_empty());
2243            requirements.extend(self_constraints.into_iter().map(Cow::Owned));
2244
2245            Either::Right(requirements.into_iter())
2246        }
2247    }
2248
2249    /// The set of the regular and dev dependencies, filtered by Python version,
2250    /// the markers of this fork and the requested extra.
2251    fn requirements_for_extra<'data, 'parameters>(
2252        &'data self,
2253        dependencies: impl IntoIterator<Item = &'data Requirement> + 'parameters,
2254        extra: Option<&'parameters ExtraName>,
2255        override_package: Option<(&'parameters PackageName, &'parameters Version)>,
2256        exclusion_package: Option<(&'parameters PackageName, &'parameters Version)>,
2257        env: &'parameters ResolverEnvironment,
2258        python_marker: MarkerTree,
2259        python_requirement: &'parameters PythonRequirement,
2260    ) -> impl Iterator<Item = Cow<'data, Requirement>> + 'parameters
2261    where
2262        'data: 'parameters,
2263    {
2264        self.overrides
2265            .apply_for_package(override_package, dependencies)
2266            .filter(move |requirement| {
2267                !self
2268                    .excludes
2269                    .contains_for_package(exclusion_package, &requirement.name)
2270            })
2271            .map(move |mut requirement| {
2272                // Split the marker into production and optional components. If we have e.g.
2273                // `foo; sys_platform == 'win32' or extra == 'feature'`
2274                // we split it into
2275                // `foo; sys_platform == 'win32'` (production) when `extra` is `None`,
2276                // `foo; extra == 'feature'` (optional) when `extra` is `Some("feature")`.
2277                // The requirements are then separately tracked in production and optional
2278                // dependencies respectively.
2279
2280                let marker = match extra {
2281                    Some(extra) => requirement
2282                        .marker
2283                        .simplify_extras(slice::from_ref(extra))
2284                        .simplify_not_extras_with(|candidate| candidate != extra)
2285                        .and(
2286                            requirement
2287                                .marker
2288                                .simplify_not_extras_with(|_| true)
2289                                .negate(),
2290                        ),
2291                    None => requirement.marker.simplify_not_extras_with(|_| true),
2292                };
2293
2294                if requirement.marker != marker {
2295                    requirement.to_mut().marker = marker;
2296                }
2297
2298                requirement
2299            })
2300            .filter(move |requirement| {
2301                Self::is_requirement_applicable(
2302                    requirement,
2303                    extra,
2304                    env,
2305                    python_marker,
2306                    python_requirement,
2307                )
2308            })
2309            .flat_map(move |requirement| {
2310                iter::once(requirement.clone()).chain(self.constraints_for_requirement(
2311                    requirement,
2312                    extra,
2313                    env,
2314                    python_marker,
2315                    python_requirement,
2316                ))
2317            })
2318    }
2319
2320    /// Whether a requirement is applicable for the Python version, the markers of this fork and the
2321    /// requested extra.
2322    fn is_requirement_applicable(
2323        requirement: &Requirement,
2324        extra: Option<&ExtraName>,
2325        env: &ResolverEnvironment,
2326        python_marker: MarkerTree,
2327        python_requirement: &PythonRequirement,
2328    ) -> bool {
2329        // If the requirement isn't relevant for the current platform, skip it.
2330        match extra {
2331            Some(source_extra) => {
2332                if !requirement.evaluate_markers(env.marker_environment(), &[]) {
2333                    return false;
2334                }
2335
2336                if !env.included_by_group(ConflictItemRef::from((&requirement.name, source_extra)))
2337                {
2338                    return false;
2339                }
2340            }
2341            None => {
2342                if !requirement.evaluate_markers(env.marker_environment(), &[]) {
2343                    return false;
2344                }
2345            }
2346        }
2347
2348        // If the requirement would not be selected with any Python version
2349        // supported by the root, skip it.
2350        if python_marker.is_disjoint(requirement.marker) {
2351            trace!(
2352                "Skipping {requirement} because of Requires-Python: {requires_python}",
2353                requires_python = python_requirement.target(),
2354            );
2355            return false;
2356        }
2357
2358        // If we're in a fork in universal mode, ignore any dependency that isn't part of
2359        // this fork (but will be part of another fork).
2360        if !env.included_by_marker(requirement.marker) {
2361            trace!("Skipping {requirement} because of {env}");
2362            return false;
2363        }
2364
2365        true
2366    }
2367
2368    /// The constraints applicable to the requirement, filtered by Python version, the markers of
2369    /// this fork and the requested extra.
2370    fn constraints_for_requirement<'data, 'parameters>(
2371        &'data self,
2372        requirement: Cow<'data, Requirement>,
2373        extra: Option<&'parameters ExtraName>,
2374        env: &'parameters ResolverEnvironment,
2375        python_marker: MarkerTree,
2376        python_requirement: &'parameters PythonRequirement,
2377    ) -> impl Iterator<Item = Cow<'data, Requirement>> + 'parameters
2378    where
2379        'data: 'parameters,
2380    {
2381        self.constraints
2382            .get(&requirement.name)
2383            .into_iter()
2384            .flatten()
2385            .filter_map(move |constraint| {
2386                // If the requirement would not be selected with any Python version
2387                // supported by the root, skip it.
2388                let constraint = if constraint.marker.is_true() {
2389                    // Additionally, if the requirement is `requests ; sys_platform == 'darwin'`
2390                    // and the constraint is `requests ; python_version == '3.6'`, the
2391                    // constraint should only apply when _both_ markers are true.
2392                    if requirement.marker.is_true() {
2393                        Cow::Borrowed(constraint)
2394                    } else {
2395                        let mut marker = constraint.marker;
2396                        marker = marker.and(requirement.marker);
2397
2398                        if marker.is_false() {
2399                            trace!(
2400                                "Skipping {constraint} because of disjoint markers: `{}` vs. `{}`",
2401                                constraint.marker.try_to_string().unwrap(),
2402                                requirement.marker.try_to_string().unwrap(),
2403                            );
2404                            return None;
2405                        }
2406
2407                        Cow::Owned(Requirement {
2408                            name: constraint.name.clone(),
2409                            extras: constraint.extras.clone(),
2410                            groups: constraint.groups.clone(),
2411                            source: constraint.source.clone(),
2412                            origin: constraint.origin.clone(),
2413                            marker,
2414                        })
2415                    }
2416                } else {
2417                    let requires_python = python_requirement.target();
2418
2419                    let mut marker = constraint.marker;
2420                    marker = marker.and(requirement.marker);
2421
2422                    if marker.is_false() {
2423                        trace!(
2424                            "Skipping {constraint} because of disjoint markers: `{}` vs. `{}`",
2425                            constraint.marker.try_to_string().unwrap(),
2426                            requirement.marker.try_to_string().unwrap(),
2427                        );
2428                        return None;
2429                    }
2430
2431                    // Additionally, if the requirement is `requests ; sys_platform == 'darwin'`
2432                    // and the constraint is `requests ; python_version == '3.6'`, the
2433                    // constraint should only apply when _both_ markers are true.
2434                    if python_marker.is_disjoint(marker) {
2435                        trace!(
2436                            "Skipping constraint {requirement} because of Requires-Python: {requires_python}"
2437                        );
2438                        return None;
2439                    }
2440
2441                    if marker == constraint.marker {
2442                        Cow::Borrowed(constraint)
2443                    } else {
2444                        Cow::Owned(Requirement {
2445                            name: constraint.name.clone(),
2446                            extras: constraint.extras.clone(),
2447                            groups: constraint.groups.clone(),
2448                            source: constraint.source.clone(),
2449                            origin: constraint.origin.clone(),
2450                            marker,
2451                        })
2452                    }
2453                };
2454
2455                // If we're in a fork in universal mode, ignore any dependency that isn't part of
2456                // this fork (but will be part of another fork).
2457                if !env.included_by_marker(constraint.marker) {
2458                    trace!("Skipping {constraint} because of {env}");
2459                    return None;
2460                }
2461
2462                // If the constraint isn't relevant for the current platform, skip it.
2463                match extra {
2464                    Some(source_extra) => {
2465                        if !constraint
2466                            .evaluate_markers(env.marker_environment(), slice::from_ref(source_extra))
2467                        {
2468                            return None;
2469                        }
2470                        if !env.included_by_group(ConflictItemRef::from((&requirement.name, source_extra)))
2471                        {
2472                            return None;
2473                        }
2474                    }
2475                    None => {
2476                        if !constraint.evaluate_markers(env.marker_environment(), &[]) {
2477                            return None;
2478                        }
2479                    }
2480                }
2481
2482                Some(constraint)
2483            })
2484    }
2485
2486    /// Fetch the metadata for a stream of packages and versions.
2487    async fn fetch<Provider: ResolverProvider>(
2488        self: Arc<Self>,
2489        provider: Arc<Provider>,
2490        request_stream: Receiver<Request>,
2491    ) -> Result<(), ResolveError> {
2492        let mut response_stream = ReceiverStream::new(request_stream)
2493            .map(|request| self.process_request(request, &*provider).boxed_local())
2494            // Allow as many futures as possible to start in the background.
2495            // Backpressure is provided by at a more granular level by `DistributionDatabase`
2496            // and `SourceDispatch`, as well as the bounded request channel.
2497            .buffer_unordered(usize::MAX);
2498
2499        while let Some(response) = response_stream.next().await {
2500            match response? {
2501                Some(Response::Package(name, index, version_map)) => {
2502                    trace!("Received package metadata for: {name}");
2503                    if let Some(index) = index {
2504                        self.index
2505                            .explicit()
2506                            .done((name, index), Arc::new(version_map));
2507                    } else {
2508                        self.index.implicit().done(name, Arc::new(version_map));
2509                    }
2510                }
2511                Some(Response::Installed { dist, metadata }) => {
2512                    trace!("Received installed distribution metadata for: {dist}");
2513                    self.index
2514                        .distributions()
2515                        .done(dist.distribution_id(), Arc::new(metadata));
2516                }
2517                Some(Response::Dist { dist, metadata }) => {
2518                    let dist_kind = match dist {
2519                        Dist::Built(_) => "built",
2520                        Dist::Source(_) => "source",
2521                    };
2522                    trace!("Received {dist_kind} distribution metadata for: {dist}");
2523                    if let MetadataResponse::Unavailable(reason) = &metadata {
2524                        let message = UnavailableVersion::from(reason).singular_message();
2525                        if let Some(err) = reason.source() {
2526                            // Show the detailed error for metadata parse errors.
2527                            warn!("{dist} {message}: {err}");
2528                        } else {
2529                            warn!("{dist} {message}");
2530                        }
2531                    }
2532                    self.index
2533                        .distributions()
2534                        .done(dist.distribution_id(), Arc::new(metadata));
2535                }
2536                None => {}
2537            }
2538        }
2539
2540        Ok::<(), ResolveError>(())
2541    }
2542
2543    #[instrument(skip_all, fields(%request))]
2544    async fn process_request<Provider: ResolverProvider>(
2545        &self,
2546        request: Request,
2547        provider: &Provider,
2548    ) -> Result<Option<Response>, ResolveError> {
2549        match request {
2550            // Fetch package metadata from the registry.
2551            Request::Package(package_name, index) => {
2552                let package_versions = provider
2553                    .get_package_versions(&package_name, index.as_ref())
2554                    .boxed_local()
2555                    .await
2556                    .map_err(ResolveError::Client)?;
2557
2558                Ok(Some(Response::Package(
2559                    package_name,
2560                    index.map(IndexMetadata::into_url),
2561                    package_versions,
2562                )))
2563            }
2564
2565            // Fetch distribution metadata from the distribution database.
2566            Request::Dist(dist) => {
2567                if let Some(version) = dist.version() {
2568                    if let Some(index) = dist.index() {
2569                        // Check the implicit indexes for pre-provided metadata.
2570                        let versions_response = self.index.implicit().get(dist.name());
2571                        if let Some(VersionsResponse::Found(version_maps)) =
2572                            versions_response.as_deref()
2573                        {
2574                            for version_map in version_maps {
2575                                if version_map.index() == Some(index) {
2576                                    let Some(metadata) = version_map.get_metadata(version) else {
2577                                        continue;
2578                                    };
2579                                    debug!("Found registry-provided metadata for: {dist}");
2580                                    return Ok(Some(Response::Dist {
2581                                        dist,
2582                                        metadata: MetadataResponse::Found(
2583                                            ArchiveMetadata::from_metadata23(metadata),
2584                                        ),
2585                                    }));
2586                                }
2587                            }
2588                        }
2589
2590                        // Check the explicit indexes for pre-provided metadata.
2591                        let versions_response = self
2592                            .index
2593                            .explicit()
2594                            .get(&(dist.name().clone(), index.clone()));
2595                        if let Some(VersionsResponse::Found(version_maps)) =
2596                            versions_response.as_deref()
2597                        {
2598                            for version_map in version_maps {
2599                                let Some(metadata) = version_map.get_metadata(version) else {
2600                                    continue;
2601                                };
2602                                debug!("Found registry-provided metadata for: {dist}");
2603                                return Ok(Some(Response::Dist {
2604                                    dist,
2605                                    metadata: MetadataResponse::Found(
2606                                        ArchiveMetadata::from_metadata23(metadata),
2607                                    ),
2608                                }));
2609                            }
2610                        }
2611                    }
2612                }
2613
2614                let metadata = provider
2615                    .get_or_build_wheel_metadata(&dist)
2616                    .boxed_local()
2617                    .await?;
2618
2619                if let MetadataResponse::Found(metadata) = &metadata {
2620                    if &metadata.metadata.name != dist.name() {
2621                        return Err(ResolveError::MismatchedPackageName {
2622                            request: "distribution metadata",
2623                            expected: dist.name().clone(),
2624                            actual: metadata.metadata.name.clone(),
2625                        });
2626                    }
2627                }
2628
2629                Ok(Some(Response::Dist { dist, metadata }))
2630            }
2631
2632            Request::Installed(dist) => {
2633                let metadata = provider.get_installed_metadata(&dist).boxed_local().await?;
2634
2635                if let MetadataResponse::Found(metadata) = &metadata {
2636                    if &metadata.metadata.name != dist.name() {
2637                        return Err(ResolveError::MismatchedPackageName {
2638                            request: "installed metadata",
2639                            expected: dist.name().clone(),
2640                            actual: metadata.metadata.name.clone(),
2641                        });
2642                    }
2643                }
2644
2645                Ok(Some(Response::Installed { dist, metadata }))
2646            }
2647
2648            // Pre-fetch the package and distribution metadata.
2649            Request::Prefetch(package_name, range, python_requirement) => {
2650                // Wait for the package metadata to become available.
2651                let versions_response = self
2652                    .index
2653                    .implicit()
2654                    .wait(&package_name)
2655                    .await
2656                    .map_err(|_| ResolveError::UnregisteredTask(package_name.to_string()))?;
2657
2658                let version_map = match *versions_response {
2659                    VersionsResponse::Found(ref version_map) => version_map,
2660                    // Short-circuit if we did not find any versions for the package
2661                    VersionsResponse::NoIndex => {
2662                        self.unavailable_packages
2663                            .pin()
2664                            .insert(package_name.clone(), UnavailablePackage::NoIndex);
2665
2666                        return Ok(None);
2667                    }
2668                    VersionsResponse::Offline => {
2669                        self.unavailable_packages
2670                            .pin()
2671                            .insert(package_name.clone(), UnavailablePackage::Offline);
2672
2673                        return Ok(None);
2674                    }
2675                    VersionsResponse::NotFound => {
2676                        self.unavailable_packages
2677                            .pin()
2678                            .insert(package_name.clone(), UnavailablePackage::NotFound);
2679
2680                        return Ok(None);
2681                    }
2682                };
2683
2684                // We don't have access to the fork state when prefetching.
2685                let env = ResolverEnvironment::universal(vec![]);
2686
2687                // Try to find a compatible version. If there aren't any compatible versions,
2688                // short-circuit.
2689                let Some(candidate) = self.selector.select(
2690                    &package_name,
2691                    &range,
2692                    version_map,
2693                    &self.preferences,
2694                    &self.installed_packages,
2695                    &self.exclusions,
2696                    None,
2697                    &env,
2698                    self.tags.as_ref(),
2699                ) else {
2700                    return Ok(None);
2701                };
2702
2703                // If there is not a compatible distribution, short-circuit.
2704                let Some(dist) = candidate.compatible() else {
2705                    return Ok(None);
2706                };
2707
2708                // If the registry provided metadata for this distribution, use it.
2709                for version_map in version_map {
2710                    if let Some(metadata) = version_map.get_metadata(candidate.version()) {
2711                        let dist = dist.for_resolution();
2712                        if version_map.index() == dist.index() {
2713                            debug!("Found registry-provided metadata for: {dist}");
2714
2715                            let metadata =
2716                                MetadataResponse::Found(ArchiveMetadata::from_metadata23(metadata));
2717
2718                            let dist = dist.to_owned();
2719                            if &package_name != dist.name() {
2720                                return Err(ResolveError::MismatchedPackageName {
2721                                    request: "distribution",
2722                                    expected: package_name,
2723                                    actual: dist.name().clone(),
2724                                });
2725                            }
2726
2727                            let response = match dist {
2728                                ResolvedDist::Installable { dist, .. } => Response::Dist {
2729                                    dist: (*dist).clone(),
2730                                    metadata,
2731                                },
2732                                ResolvedDist::Installed { dist } => Response::Installed {
2733                                    dist: (*dist).clone(),
2734                                    metadata,
2735                                },
2736                            };
2737
2738                            return Ok(Some(response));
2739                        }
2740                    }
2741                }
2742
2743                // Avoid prefetching source distributions with unbounded lower-bound ranges. This
2744                // often leads to failed attempts to build legacy versions of packages that are
2745                // incompatible with modern build tools.
2746                if dist.wheel().is_none() {
2747                    if !self.selector.use_highest_version(&package_name, &env) {
2748                        if let Some((lower, _)) = range.iter().next() {
2749                            if lower == Bound::Unbounded {
2750                                debug!(
2751                                    "Skipping prefetch for unbounded minimum-version range: {package_name} ({range})"
2752                                );
2753                                return Ok(None);
2754                            }
2755                        }
2756                    }
2757                }
2758
2759                // Validate the Python requirement.
2760                if let Some(requires_python) = dist.requires_python() {
2761                    if !python_requirement.target().is_contained_by(requires_python) {
2762                        return Ok(None);
2763                    }
2764                }
2765
2766                // Verify that the package is allowed under the hash-checking policy.
2767                if !self
2768                    .hasher
2769                    .allows_package(candidate.name(), candidate.version())
2770                {
2771                    return Ok(None);
2772                }
2773
2774                // Emit a request to fetch the metadata for this version.
2775                let dist = dist.for_resolution();
2776                if self.index.distributions().register(dist.distribution_id()) {
2777                    let dist = dist.to_owned();
2778                    if &package_name != dist.name() {
2779                        return Err(ResolveError::MismatchedPackageName {
2780                            request: "distribution",
2781                            expected: package_name,
2782                            actual: dist.name().clone(),
2783                        });
2784                    }
2785
2786                    let response = match dist {
2787                        ResolvedDist::Installable { dist, .. } => {
2788                            let metadata = provider
2789                                .get_or_build_wheel_metadata(&dist)
2790                                .boxed_local()
2791                                .await?;
2792
2793                            Response::Dist {
2794                                dist: (*dist).clone(),
2795                                metadata,
2796                            }
2797                        }
2798                        ResolvedDist::Installed { dist } => {
2799                            let metadata =
2800                                provider.get_installed_metadata(&dist).boxed_local().await?;
2801
2802                            Response::Installed {
2803                                dist: (*dist).clone(),
2804                                metadata,
2805                            }
2806                        }
2807                    };
2808
2809                    Ok(Some(response))
2810                } else {
2811                    Ok(None)
2812                }
2813            }
2814        }
2815    }
2816
2817    fn convert_no_solution_err(
2818        &self,
2819        mut err: pubgrub::NoSolutionError<UvDependencyProvider>,
2820        fork_urls: ForkUrls,
2821        fork_indexes: ForkIndexes,
2822        known_versions: &FxHashMap<PackageName, Arc<[Version]>>,
2823        env: ResolverEnvironment,
2824        current_environment: MarkerEnvironment,
2825        visited: &FxHashSet<PackageName>,
2826    ) -> ResolveError {
2827        err = NoSolutionError::collapse_local_version_segments(NoSolutionError::collapse_proxies(
2828            err,
2829        ));
2830        err = NoSolutionError::narrow_widened_sets(err, known_versions);
2831
2832        let mut unavailable_packages = FxHashMap::default();
2833        for package in derivation_tree_packages(&err) {
2834            if let PubGrubPackageInner::Package { name, .. } = &**package {
2835                if let Some(reason) = self.unavailable_packages.pin().get(name) {
2836                    unavailable_packages.insert(name.clone(), reason.clone());
2837                }
2838            }
2839        }
2840
2841        let mut incomplete_packages = FxHashMap::default();
2842        let incomplete_packages_cache = self.incomplete_packages.pin();
2843        for package in derivation_tree_packages(&err) {
2844            if let PubGrubPackageInner::Package { name, .. } = &**package
2845                && let Some(versions) = incomplete_packages_cache.get(name)
2846            {
2847                for (version, reason) in &versions.pin() {
2848                    incomplete_packages
2849                        .entry(name.clone())
2850                        .or_insert_with(BTreeMap::default)
2851                        .insert(version.clone(), reason.clone());
2852                }
2853            }
2854        }
2855
2856        let mut available_indexes = FxHashMap::default();
2857        let mut included_versions = FxHashMap::default();
2858        let mut available_versions = FxHashMap::default();
2859
2860        let available_version_cutoff: Option<jiff::Timestamp> =
2861            std::env::var(EnvVars::UV_TEST_AVAILABLE_VERSION_CUTOFF)
2862                .ok()
2863                .and_then(|s| s.parse().ok());
2864
2865        for package in derivation_tree_packages(&err) {
2866            let Some(name) = package.name() else { continue };
2867            if !visited.contains(name) {
2868                // Avoid including version data for packages that exist in the derivation
2869                // tree, but were never visited during resolution. We _may_ have metadata for
2870                // these packages, but it's non-deterministic, and omitting them ensures that
2871                // we represent the state of the resolver at the time of failure.
2872                continue;
2873            }
2874            let versions_response = if let Some(index) = fork_indexes.get(name) {
2875                self.index
2876                    .explicit()
2877                    .get(&(name.clone(), index.url().clone()))
2878            } else {
2879                self.index.implicit().get(name)
2880            };
2881            if let Some(response) = versions_response {
2882                if let VersionsResponse::Found(ref version_maps) = *response {
2883                    // Track included and available versions, across all indexes.
2884                    for version_map in version_maps {
2885                        let package_included_versions = included_versions
2886                            .entry(name.clone())
2887                            .or_insert_with(BTreeSet::new);
2888                        let package_available_versions = available_versions
2889                            .entry(name.clone())
2890                            .or_insert_with(BTreeSet::new);
2891
2892                        for (version, dists) in version_map.iter(&Ranges::full()) {
2893                            // Included versions are those that survive the effective
2894                            // `exclude-newer` filter used during resolution. Files with
2895                            // missing upload times are treated as excluded (matching
2896                            // the resolution behavior in `version_map.rs`).
2897                            let excluded_from_included = || {
2898                                let Some(included_version_cutoff) =
2899                                    version_map.included_version_cutoff()
2900                                else {
2901                                    return false;
2902                                };
2903                                let Some(prioritized_dist) = dists.prioritized_dist() else {
2904                                    return true;
2905                                };
2906                                prioritized_dist.files().all(|file| {
2907                                    file.upload_time_utc_ms.is_none_or(|upload_time| {
2908                                        upload_time >= included_version_cutoff.as_millisecond()
2909                                    })
2910                                })
2911                            };
2912
2913                            if !excluded_from_included() {
2914                                package_included_versions.insert(version.clone());
2915                            }
2916
2917                            // Available versions are used in resolver error reporting,
2918                            // and can be bounded by a test-only cutoff for deterministic
2919                            // snapshots. Files with missing upload times are *not*
2920                            // excluded, since we only filter versions we can confirm
2921                            // were published after the cutoff.
2922                            let excluded_from_available = || {
2923                                let Some(ref exclude_newer) = available_version_cutoff else {
2924                                    return false;
2925                                };
2926                                let Some(prioritized_dist) = dists.prioritized_dist() else {
2927                                    return false;
2928                                };
2929                                prioritized_dist.files().all(|file| {
2930                                    file.upload_time_utc_ms.is_some_and(|upload_time| {
2931                                        upload_time >= exclude_newer.as_millisecond()
2932                                    })
2933                                })
2934                            };
2935
2936                            if !excluded_from_available() {
2937                                package_available_versions.insert(version.clone());
2938                            }
2939                        }
2940                    }
2941
2942                    // Track the indexes in which the package is available.
2943                    available_indexes
2944                        .entry(name.clone())
2945                        .or_insert(BTreeSet::new())
2946                        .extend(
2947                            version_maps
2948                                .iter()
2949                                .filter_map(|version_map| version_map.index().cloned()),
2950                        );
2951                }
2952            }
2953        }
2954
2955        ResolveError::NoSolution(Box::new(NoSolutionError::new(
2956            err,
2957            self.index.clone(),
2958            included_versions,
2959            available_versions,
2960            available_indexes,
2961            self.selector.clone(),
2962            self.python_requirement.clone(),
2963            self.locations.clone(),
2964            self.capabilities.clone(),
2965            unavailable_packages,
2966            incomplete_packages,
2967            fork_urls,
2968            fork_indexes,
2969            env,
2970            current_environment,
2971            self.tags.clone(),
2972            self.workspace_members.clone(),
2973            self.options.clone(),
2974        )))
2975    }
2976
2977    fn on_progress(&self, package: &PubGrubPackage, version: &Version) {
2978        if let Some(reporter) = self.reporter.as_ref() {
2979            match &**package {
2980                PubGrubPackageInner::Root(_) => {}
2981                PubGrubPackageInner::Python(_) => {}
2982                PubGrubPackageInner::System(_) => {}
2983                PubGrubPackageInner::Marker { .. } => {}
2984                PubGrubPackageInner::Extra { .. } => {}
2985                PubGrubPackageInner::Group { .. } => {}
2986                PubGrubPackageInner::Package { name, .. } => {
2987                    reporter.on_progress(name, &VersionOrUrlRef::Version(version));
2988                }
2989            }
2990        }
2991    }
2992
2993    fn on_complete(&self) {
2994        if let Some(reporter) = self.reporter.as_ref() {
2995            reporter.on_complete();
2996        }
2997    }
2998}
2999
3000/// State that is used during unit propagation in the resolver, one instance per fork.
3001#[derive(Clone)]
3002pub(crate) struct ForkState {
3003    /// The internal state used by the resolver.
3004    ///
3005    /// Note that not all parts of this state are strictly internal. For
3006    /// example, the edges in the dependency graph generated as part of the
3007    /// output of resolution are derived from the "incompatibilities" tracked
3008    /// in this state. We also ultimately retrieve the final set of version
3009    /// assignments (to packages) from this state's "partial solution."
3010    pubgrub: State<UvDependencyProvider>,
3011    /// The initial package to select. If set, the first iteration over this state will avoid
3012    /// asking PubGrub for the highest-priority package, and will instead use the provided package.
3013    initial_id: Option<Id<PubGrubPackage>>,
3014    /// The initial version to select. If set, the first iteration over this state will avoid
3015    /// asking PubGrub for the highest-priority version, and will instead use the provided version.
3016    initial_version: Option<Version>,
3017    /// The next package on which to run unit propagation.
3018    next: Id<PubGrubPackage>,
3019    /// The set of pinned versions we accrue throughout resolution.
3020    ///
3021    /// The key of this map is a package name, and each package name maps to
3022    /// a set of versions for that package. Each version in turn is mapped
3023    /// to the concrete distribution selected for installation, along with the
3024    /// concrete distribution whose metadata was used during resolution.
3025    /// After resolution is finished, this map is consulted to recover both the
3026    /// locked artifact and the metadata backing the resolved dependency edges.
3027    pins: FilePins,
3028    /// Ensure we don't have duplicate URLs in any branch.
3029    ///
3030    /// Unlike [`Urls`], we add only the URLs we have seen in this branch, and there can be only
3031    /// one URL per package. By prioritizing direct URL dependencies over registry dependencies,
3032    /// this map is populated for all direct URL packages before we look at any registry packages.
3033    fork_urls: ForkUrls,
3034    /// Ensure we don't have duplicate indexes in any branch.
3035    ///
3036    /// Unlike [`Indexes`], we add only the indexes we have seen in this branch, and there can be
3037    /// only one index per package.
3038    fork_indexes: ForkIndexes,
3039    /// When dependencies for a package are retrieved, this map of priorities
3040    /// is updated based on how each dependency was specified. Certain types
3041    /// of dependencies have more "priority" than others (like direct URL
3042    /// dependencies). These priorities help determine which package to
3043    /// consider next during resolution.
3044    priorities: PubGrubPriorities,
3045    /// This keeps track of the set of versions for each package that we've
3046    /// already visited during resolution. This avoids doing redundant work.
3047    added_dependencies: FxHashMap<Id<PubGrubPackage>, FxHashSet<Version>>,
3048    /// The last range scheduled for prefetch for each undecided package.
3049    pre_visited: FxHashMap<Id<PubGrubPackage>, Range<Version>>,
3050    /// The last version selected for each package and range in a specific environment.
3051    selected_versions: FxHashMap<Id<PubGrubPackage>, (Range<Version>, Version)>,
3052    /// All known versions for each package, from the version maps and the installed packages,
3053    /// used to keep the version sets in the partial solution minimal.
3054    ///
3055    /// Per fork, since the index for a package can differ between forks.
3056    known_versions: FxHashMap<PackageName, Arc<[Version]>>,
3057    /// The marker expression that created this state.
3058    ///
3059    /// The root state always corresponds to a marker expression that is always
3060    /// `true` for every `MarkerEnvironment`.
3061    ///
3062    /// In non-universal mode, forking never occurs and so this marker
3063    /// expression is always `true`.
3064    ///
3065    /// Whenever dependencies are fetched, all requirement specifications
3066    /// are checked for disjointness with the marker expression of the fork
3067    /// in which those dependencies were fetched. If a requirement has a
3068    /// completely disjoint marker expression (i.e., it can never be true given
3069    /// that the marker expression that provoked the fork is true), then that
3070    /// dependency is completely ignored.
3071    env: ResolverEnvironment,
3072    /// The Python requirement for this fork. Defaults to the Python requirement for
3073    /// the resolution, but may be narrowed if a `python_version` marker is present
3074    /// in a given fork.
3075    ///
3076    /// For example, in:
3077    /// ```text
3078    /// numpy >=1.26 ; python_version >= "3.9"
3079    /// numpy <1.26 ; python_version < "3.9"
3080    /// ```
3081    ///
3082    /// The top fork has a narrower Python compatibility range, and thus can find a
3083    /// solution that omits Python 3.8 support.
3084    python_requirement: PythonRequirement,
3085    conflict_tracker: ConflictTracker,
3086    /// Prefetch package versions for packages with many rejected versions.
3087    ///
3088    /// Tracked on the fork state to avoid counting each identical version between forks as new try.
3089    prefetcher: BatchPrefetcher,
3090}
3091
3092impl ForkState {
3093    fn new(
3094        pubgrub: State<UvDependencyProvider>,
3095        env: ResolverEnvironment,
3096        python_requirement: PythonRequirement,
3097        prefetcher: BatchPrefetcher,
3098    ) -> Self {
3099        Self {
3100            initial_id: None,
3101            initial_version: None,
3102            next: pubgrub.root_package,
3103            pubgrub,
3104            pins: FilePins::default(),
3105            fork_urls: ForkUrls::default(),
3106            fork_indexes: ForkIndexes::default(),
3107            priorities: PubGrubPriorities::default(),
3108            added_dependencies: FxHashMap::default(),
3109            pre_visited: FxHashMap::default(),
3110            selected_versions: FxHashMap::default(),
3111            known_versions: FxHashMap::default(),
3112            env,
3113            python_requirement,
3114            conflict_tracker: ConflictTracker::default(),
3115            prefetcher,
3116        }
3117    }
3118
3119    /// Visit the dependencies for the selected version of the current package, incorporating any
3120    /// relevant URLs and pinned indexes into the [`ForkState`].
3121    fn visit_package_version_dependencies(
3122        &mut self,
3123        for_package: Id<PubGrubPackage>,
3124        for_version: &Version,
3125        urls: &Urls,
3126        indexes: &Indexes,
3127        dependencies: &[PubGrubDependency],
3128        git: &GitResolver,
3129        workspace_members: &BTreeSet<PackageName>,
3130        resolution_strategy: &ResolutionStrategy,
3131    ) -> Result<(), ResolveError> {
3132        for dependency in dependencies {
3133            let PubGrubDependency {
3134                package,
3135                version,
3136                parent: _,
3137                source,
3138            } = dependency;
3139
3140            let mut has_url = false;
3141            if let Some(name) = package.name() {
3142                // From the [`Requirement`] to [`PubGrubDependency`] conversion, we get a URL if the
3143                // requirement was a URL requirement. `Urls` applies canonicalization to this and
3144                // override URLs to both URL and registry requirements, which we then check for
3145                // conflicts using [`ForkUrl`].
3146                for url in urls.get_url(&self.env, name, source.verbatim_url(), git)? {
3147                    self.fork_urls.insert(name, url, &self.env)?;
3148                    has_url = true;
3149                }
3150
3151                if let Some(index) = source.explicit_index() {
3152                    self.fork_indexes.insert(name, index, &self.env)?;
3153                }
3154
3155                // If the package is pinned to an exact index, add it to the fork.
3156                for index in indexes.get(name, &self.env) {
3157                    self.fork_indexes.insert(name, index, &self.env)?;
3158                }
3159            }
3160
3161            if let Some(name) = self.pubgrub.package_store[for_package]
3162                .name_no_root()
3163                .filter(|name| !workspace_members.contains(name))
3164            {
3165                debug!(
3166                    "Adding transitive dependency for {name}=={for_version}: {package}{version}"
3167                );
3168            } else {
3169                // A dependency from the root package or `requirements.txt`.
3170                debug!("Adding direct dependency: {package}{version}");
3171
3172                // Warn the user if a direct dependency lacks a lower bound in `--lowest` resolution.
3173                let missing_lower_bound = version
3174                    .bounding_range()
3175                    .is_none_or(|(lowest, _highest)| lowest == Bound::Unbounded);
3176                let strategy_lowest = matches!(
3177                    resolution_strategy,
3178                    ResolutionStrategy::Lowest | ResolutionStrategy::LowestDirect(..)
3179                );
3180
3181                if !has_url && missing_lower_bound && strategy_lowest {
3182                    let name = package.name_no_root().unwrap();
3183                    // Handle cases where a package is listed both without and with a lower bound.
3184                    // Example:
3185                    // ```
3186                    // "coverage[toml] ; python_version < '3.11'",
3187                    // "coverage >= 7.10.0",
3188                    // ```
3189                    let bound_on_other_package = dependencies.iter().any(|other| {
3190                        Some(name) == other.package.name()
3191                            && !other
3192                                .version
3193                                .bounding_range()
3194                                .is_none_or(|(lowest, _highest)| lowest == Bound::Unbounded)
3195                    });
3196
3197                    if !bound_on_other_package {
3198                        warn_user_once!(
3199                            "The direct dependency `{name}` is unpinned. \
3200                            Consider setting a lower bound when using `--resolution lowest` \
3201                            or `--resolution lowest-direct` to avoid using outdated versions.",
3202                        );
3203                    }
3204                }
3205            }
3206
3207            // Update the package priorities.
3208            self.priorities.insert(package, version, &self.fork_urls);
3209            // As we're adding an incompatibility from the proxy package to the base package,
3210            // we need to register the base package.
3211            if let Some(base_package) = package.base_package() {
3212                self.priorities
3213                    .insert(&base_package, version, &self.fork_urls);
3214            }
3215        }
3216
3217        Ok(())
3218    }
3219
3220    /// Adds the dependencies for the selected version of the current package.
3221    ///
3222    /// For registry packages, the depending version is widened across gaps containing no other
3223    /// known version before its incompatibilities are added. Packages without a complete registry
3224    /// version map retain the selected version's singleton range.
3225    fn add_package_version_dependencies<InstalledPackages: InstalledPackagesProvider>(
3226        &mut self,
3227        for_package: Id<PubGrubPackage>,
3228        for_version: &Version,
3229        dependencies: Vec<PubGrubDependency>,
3230        index: &InMemoryIndex,
3231        installed_packages: &InstalledPackages,
3232    ) {
3233        for dependency in &dependencies {
3234            let PubGrubDependency {
3235                package,
3236                version,
3237                parent: _,
3238                source: _,
3239            } = dependency;
3240
3241            let Some(base_package) = package.base_package() else {
3242                continue;
3243            };
3244
3245            let proxy_package = self.pubgrub.package_store.alloc(package.clone());
3246            let base_package_id = self.pubgrub.package_store.alloc(base_package.clone());
3247            self.pubgrub.add_proxy_package_incompatibility(
3248                proxy_package,
3249                base_package_id,
3250                version.clone(),
3251            );
3252        }
3253
3254        // Widen across gaps so rejected adjacent versions merge into contiguous ranges rather
3255        // than leaving one hole per version.
3256        let versions = self.widen_version_to_gap(for_version, index, installed_packages);
3257        let conflict = self.pubgrub.add_package_version_dependencies(
3258            self.next,
3259            for_version.clone(),
3260            versions,
3261            dependencies.into_iter().map(|dependency| {
3262                let PubGrubDependency {
3263                    package,
3264                    version,
3265                    parent: _,
3266                    source: _,
3267                } = dependency;
3268                (package, version)
3269            }),
3270        );
3271
3272        // Conflict tracking: If the version was rejected due to its dependencies, record culprit
3273        // and affected.
3274        if let Some(incompatibility) = conflict {
3275            self.record_conflict(for_package, Some(for_version), incompatibility);
3276        }
3277    }
3278
3279    /// Widens a version of the current package to the gap around it in the known versions.
3280    fn widen_version_to_gap<InstalledPackages: InstalledPackagesProvider>(
3281        &mut self,
3282        version: &Version,
3283        index: &InMemoryIndex,
3284        installed_packages: &InstalledPackages,
3285    ) -> Range<Version> {
3286        widen_to_gap(
3287            version,
3288            ResolverState::<InstalledPackages>::known_versions(
3289                index,
3290                installed_packages,
3291                &self.fork_urls,
3292                &self.fork_indexes,
3293                &mut self.known_versions,
3294                &self.pubgrub.package_store[self.next],
3295            ),
3296        )
3297    }
3298
3299    fn record_conflict(
3300        &mut self,
3301        affected: Id<PubGrubPackage>,
3302        version: Option<&Version>,
3303        incompatibility: IncompId<PubGrubPackage, Range<Version>, UnavailableReason>,
3304    ) {
3305        let mut culprit_is_real = false;
3306        for (incompatible, _term) in self.pubgrub.incompatibility_store[incompatibility].iter() {
3307            if incompatible == affected {
3308                continue;
3309            }
3310            if self.pubgrub.package_store[affected].name()
3311                == self.pubgrub.package_store[incompatible].name()
3312            {
3313                // Don't track conflicts between a marker package and the main package, when the
3314                // marker is "copying" the obligations from the main package through conflicts.
3315                continue;
3316            }
3317            culprit_is_real = true;
3318            let culprit_count = self
3319                .conflict_tracker
3320                .culprit
3321                .entry(incompatible)
3322                .or_default();
3323            *culprit_count += 1;
3324            if *culprit_count == CONFLICT_THRESHOLD {
3325                self.conflict_tracker.deprioritize.push(incompatible);
3326            }
3327        }
3328        // Don't track conflicts between a marker package and the main package, when the
3329        // marker is "copying" the obligations from the main package through conflicts.
3330        if culprit_is_real {
3331            if tracing::enabled!(Level::DEBUG) {
3332                let incompatibility = self.pubgrub.incompatibility_store[incompatibility]
3333                    .iter()
3334                    .map(|(package, _term)| &self.pubgrub.package_store[package])
3335                    .join(", ");
3336                if let Some(version) = version {
3337                    debug!(
3338                        "Recording dependency conflict of {}=={} from incompatibility of ({})",
3339                        self.pubgrub.package_store[affected], version, incompatibility
3340                    );
3341                } else {
3342                    debug!(
3343                        "Recording unit propagation conflict of {} from incompatibility of ({})",
3344                        self.pubgrub.package_store[affected], incompatibility
3345                    );
3346                }
3347            }
3348
3349            let affected_count = self.conflict_tracker.affected.entry(self.next).or_default();
3350            *affected_count += 1;
3351            if *affected_count == CONFLICT_THRESHOLD {
3352                self.conflict_tracker.prioritize.push(self.next);
3353            }
3354        }
3355    }
3356
3357    /// Change the priority of often conflicting packages and backtrack.
3358    ///
3359    /// To be called after unit propagation.
3360    fn reprioritize_conflicts(&mut self) {
3361        for package in self.conflict_tracker.prioritize.drain(..) {
3362            let changed = self
3363                .priorities
3364                .mark_conflict_early(&self.pubgrub.package_store[package]);
3365            if changed {
3366                debug!(
3367                    "Package {} has too many conflicts (affected), prioritizing",
3368                    &self.pubgrub.package_store[package]
3369                );
3370            } else {
3371                debug!(
3372                    "Package {} has too many conflicts (affected), already {:?}",
3373                    self.pubgrub.package_store[package],
3374                    self.priorities.get(&self.pubgrub.package_store[package])
3375                );
3376            }
3377        }
3378
3379        for package in self.conflict_tracker.deprioritize.drain(..) {
3380            let changed = self
3381                .priorities
3382                .mark_conflict_late(&self.pubgrub.package_store[package]);
3383            if changed {
3384                debug!(
3385                    "Package {} has too many conflicts (culprit), deprioritizing and backtracking",
3386                    self.pubgrub.package_store[package],
3387                );
3388                let backtrack_level = self.pubgrub.backtrack_package(package);
3389                if let Some(backtrack_level) = backtrack_level {
3390                    debug!("Backtracked {backtrack_level} decisions");
3391                } else {
3392                    debug!(
3393                        "Package {} is not decided, cannot backtrack",
3394                        self.pubgrub.package_store[package]
3395                    );
3396                }
3397            } else {
3398                debug!(
3399                    "Package {} has too many conflicts (culprit), already {:?}",
3400                    self.pubgrub.package_store[package],
3401                    self.priorities.get(&self.pubgrub.package_store[package])
3402                );
3403            }
3404        }
3405    }
3406
3407    /// Records that a version cannot be used.
3408    ///
3409    /// The rejected version is widened to the gap around it, so that a run of rejected versions
3410    /// excludes one contiguous range. The gap holds no known version but the rejected one, and
3411    /// none at all when that version is itself unknown: `--exclude-newer` drops a version whose
3412    /// files carry no upload time from [`ResolverState::known_versions`], but every one of its
3413    /// distributions is incompatible, so it cannot be selected either.
3414    fn add_unavailable_version<InstalledPackages: InstalledPackagesProvider>(
3415        &mut self,
3416        version: Version,
3417        reason: UnavailableVersion,
3418        index: &InMemoryIndex,
3419        installed_packages: &InstalledPackages,
3420    ) {
3421        let versions = self.widen_version_to_gap(&version, index, installed_packages);
3422
3423        // Incompatible requires-python versions are special in that we track
3424        // them as incompatible dependencies instead of marking the package version
3425        // as unavailable directly.
3426        if let UnavailableVersion::IncompatibleDist(
3427            IncompatibleDist::Source(IncompatibleSource::RequiresPython(requires_python, kind))
3428            | IncompatibleDist::Wheel(IncompatibleWheel::RequiresPython(requires_python, kind)),
3429        ) = reason
3430        {
3431            let package = &self.next;
3432            let python = self.pubgrub.package_store.alloc(PubGrubPackage::from(
3433                PubGrubPackageInner::Python(match kind {
3434                    PythonRequirementKind::Installed => PubGrubPython::Installed,
3435                    PythonRequirementKind::Target => PubGrubPython::Target,
3436                }),
3437            ));
3438            self.pubgrub
3439                .add_incompatibility(Incompatibility::from_dependency(
3440                    *package,
3441                    versions,
3442                    (
3443                        python,
3444                        Range::from_versions(release_specifiers_to_ranges(requires_python)),
3445                    ),
3446                ));
3447            self.pubgrub
3448                .partial_solution
3449                .add_decision(self.next, version);
3450            return;
3451        }
3452        self.pubgrub
3453            .add_incompatibility(Incompatibility::custom_term(
3454                self.next,
3455                Term::Positive(versions),
3456                UnavailableReason::Version(reason),
3457            ));
3458    }
3459
3460    /// Subset the current markers with the new markers and update the python requirements fields
3461    /// accordingly.
3462    ///
3463    /// If the fork should be dropped (e.g., because its markers can never be true for its
3464    /// Python requirement), then this returns `None`.
3465    fn with_env(mut self, env: ResolverEnvironment) -> Self {
3466        self.selected_versions.clear();
3467        self.env = env;
3468        // If the fork contains a narrowed Python requirement, apply it.
3469        if let Some(req) = self.env.narrow_python_requirement(&self.python_requirement) {
3470            debug!("Narrowed `requires-python` bound to: {}", req.target());
3471            self.python_requirement = req;
3472        }
3473        self
3474    }
3475
3476    /// Returns the URL or index for a package and version.
3477    ///
3478    /// In practice, exactly one of the returned values will be `Some`.
3479    fn source(
3480        &self,
3481        name: &PackageName,
3482        version: &Version,
3483    ) -> (Option<&VerbatimParsedUrl>, Option<&IndexUrl>) {
3484        let url = self.fork_urls.get(name);
3485        let index = url
3486            .is_none()
3487            .then(|| {
3488                self.pins
3489                    .get(name, version)
3490                    .expect("Every package should be pinned")
3491                    .index()
3492            })
3493            .flatten();
3494        (url, index)
3495    }
3496
3497    fn into_resolution(self) -> Resolution {
3498        let solution: FxHashMap<_, _> = self.pubgrub.partial_solution.extract_solution().collect();
3499        let edge_count: usize = solution
3500            .keys()
3501            .map(|package| self.pubgrub.incompatibilities[package].len())
3502            .sum();
3503        let mut edges: Vec<ResolutionDependencyEdge> = Vec::with_capacity(edge_count);
3504        for (package, self_version) in &solution {
3505            for id in &self.pubgrub.incompatibilities[package] {
3506                let incompatibility = &self.pubgrub.incompatibility_store[*id];
3507                let pubgrub::Kind::FromDependencyOf(self_package, dependency_package) =
3508                    &incompatibility.kind
3509                else {
3510                    continue;
3511                };
3512                let (self_package, dependency_package) = (*self_package, *dependency_package);
3513                let Some((self_range, dependency_range)) =
3514                    incompatibility.dependency_version_sets()
3515                else {
3516                    continue;
3517                };
3518                let dependency_range =
3519                    dependency_range.map_or_else(|| Cow::Owned(Range::empty()), Cow::Borrowed);
3520                if *package != self_package {
3521                    continue;
3522                }
3523                if !self_range.contains(self_version) {
3524                    continue;
3525                }
3526                let Some(dependency_version) = solution.get(&dependency_package) else {
3527                    continue;
3528                };
3529                if !dependency_range.contains(dependency_version) {
3530                    continue;
3531                }
3532
3533                let self_package = &self.pubgrub.package_store[self_package];
3534                let dependency_package = &self.pubgrub.package_store[dependency_package];
3535
3536                let (self_name, self_extra, self_group) = match &**self_package {
3537                    PubGrubPackageInner::Package {
3538                        name: self_name,
3539                        extra: self_extra,
3540                        group: self_group,
3541                        marker: _,
3542                    } => (Some(self_name), self_extra.as_ref(), self_group.as_ref()),
3543
3544                    PubGrubPackageInner::Root(_) => (None, None, None),
3545
3546                    _ => continue,
3547                };
3548
3549                let (self_url, self_index) = self_name
3550                    .map(|self_name| self.source(self_name, self_version))
3551                    .unwrap_or((None, None));
3552
3553                match **dependency_package {
3554                    PubGrubPackageInner::Package {
3555                        name: ref dependency_name,
3556                        extra: ref dependency_extra,
3557                        group: ref dependency_dev,
3558                        marker: ref dependency_marker,
3559                    } => {
3560                        debug_assert!(
3561                            dependency_extra.is_none(),
3562                            "Packages should depend on an extra proxy"
3563                        );
3564                        debug_assert!(
3565                            dependency_dev.is_none(),
3566                            "Packages should depend on a group proxy"
3567                        );
3568
3569                        // Ignore self-dependencies (e.g., `tensorflow-macos` depends on `tensorflow-macos`),
3570                        // but allow groups to depend on other groups, or on the package itself.
3571                        if self_group.is_none() {
3572                            if self_name == Some(dependency_name) {
3573                                continue;
3574                            }
3575                        }
3576
3577                        let (to_url, to_index) = self.source(dependency_name, dependency_version);
3578
3579                        let edge = ResolutionDependencyEdge {
3580                            from: self_name.cloned(),
3581                            from_version: self_version.clone(),
3582                            from_url: self_url.cloned(),
3583                            from_index: self_index.cloned(),
3584                            from_extra: self_extra.cloned(),
3585                            from_group: self_group.cloned(),
3586                            to: dependency_name.clone(),
3587                            to_version: dependency_version.clone(),
3588                            to_url: to_url.cloned(),
3589                            to_index: to_index.cloned(),
3590                            to_extra: dependency_extra.clone(),
3591                            to_group: dependency_dev.clone(),
3592                            marker: *dependency_marker,
3593                        };
3594                        edges.push(edge);
3595                    }
3596
3597                    PubGrubPackageInner::Marker {
3598                        name: ref dependency_name,
3599                        marker: ref dependency_marker,
3600                    } => {
3601                        // Ignore self-dependencies (e.g., `tensorflow-macos` depends on `tensorflow-macos`),
3602                        // but allow groups to depend on other groups, or on the package itself.
3603                        if self_group.is_none() {
3604                            if self_name == Some(dependency_name) {
3605                                continue;
3606                            }
3607                        }
3608
3609                        let (to_url, to_index) = self.source(dependency_name, dependency_version);
3610
3611                        let edge = ResolutionDependencyEdge {
3612                            from: self_name.cloned(),
3613                            from_version: self_version.clone(),
3614                            from_url: self_url.cloned(),
3615                            from_index: self_index.cloned(),
3616                            from_extra: self_extra.cloned(),
3617                            from_group: self_group.cloned(),
3618                            to: dependency_name.clone(),
3619                            to_version: dependency_version.clone(),
3620                            to_url: to_url.cloned(),
3621                            to_index: to_index.cloned(),
3622                            to_extra: None,
3623                            to_group: None,
3624                            marker: *dependency_marker,
3625                        };
3626                        edges.push(edge);
3627                    }
3628
3629                    PubGrubPackageInner::Extra {
3630                        name: ref dependency_name,
3631                        extra: ref dependency_extra,
3632                        marker: ref dependency_marker,
3633                    } => {
3634                        if self_group.is_none() {
3635                            debug_assert!(
3636                                self_name != Some(dependency_name),
3637                                "Extras should be flattened"
3638                            );
3639                        }
3640                        let (to_url, to_index) = self.source(dependency_name, dependency_version);
3641
3642                        // Insert an edge from the dependent package to the extra package.
3643                        let edge = ResolutionDependencyEdge {
3644                            from: self_name.cloned(),
3645                            from_version: self_version.clone(),
3646                            from_url: self_url.cloned(),
3647                            from_index: self_index.cloned(),
3648                            from_extra: self_extra.cloned(),
3649                            from_group: self_group.cloned(),
3650                            to: dependency_name.clone(),
3651                            to_version: dependency_version.clone(),
3652                            to_url: to_url.cloned(),
3653                            to_index: to_index.cloned(),
3654                            to_extra: Some(dependency_extra.clone()),
3655                            to_group: None,
3656                            marker: *dependency_marker,
3657                        };
3658                        edges.push(edge);
3659
3660                        // Insert an edge from the dependent package to the base package.
3661                        let edge = ResolutionDependencyEdge {
3662                            from: self_name.cloned(),
3663                            from_version: self_version.clone(),
3664                            from_url: self_url.cloned(),
3665                            from_index: self_index.cloned(),
3666                            from_extra: self_extra.cloned(),
3667                            from_group: self_group.cloned(),
3668                            to: dependency_name.clone(),
3669                            to_version: dependency_version.clone(),
3670                            to_url: to_url.cloned(),
3671                            to_index: to_index.cloned(),
3672                            to_extra: None,
3673                            to_group: None,
3674                            marker: *dependency_marker,
3675                        };
3676                        edges.push(edge);
3677                    }
3678
3679                    PubGrubPackageInner::Group {
3680                        name: ref dependency_name,
3681                        group: ref dependency_group,
3682                        marker: ref dependency_marker,
3683                    } => {
3684                        debug_assert!(
3685                            self_name != Some(dependency_name),
3686                            "Groups should be flattened"
3687                        );
3688
3689                        let (to_url, to_index) = self.source(dependency_name, dependency_version);
3690
3691                        // Add an edge from the dependent package to the dev package, but _not_ the
3692                        // base package.
3693                        let edge = ResolutionDependencyEdge {
3694                            from: self_name.cloned(),
3695                            from_version: self_version.clone(),
3696                            from_url: self_url.cloned(),
3697                            from_index: self_index.cloned(),
3698                            from_extra: self_extra.cloned(),
3699                            from_group: self_group.cloned(),
3700                            to: dependency_name.clone(),
3701                            to_version: dependency_version.clone(),
3702                            to_url: to_url.cloned(),
3703                            to_index: to_index.cloned(),
3704                            to_extra: None,
3705                            to_group: Some(dependency_group.clone()),
3706                            marker: *dependency_marker,
3707                        };
3708                        edges.push(edge);
3709                    }
3710
3711                    _ => {}
3712                }
3713            }
3714        }
3715
3716        let nodes = solution
3717            .into_iter()
3718            .filter_map(|(package, version)| {
3719                if let PubGrubPackageInner::Package {
3720                    name,
3721                    extra,
3722                    group,
3723                    marker: MarkerTree::TRUE,
3724                } = &*self.pubgrub.package_store[package]
3725                {
3726                    let (url, index) = self.source(name, &version);
3727                    Some((
3728                        ResolutionPackage {
3729                            name: name.clone(),
3730                            extra: extra.clone(),
3731                            dev: group.clone(),
3732                            url: url.cloned(),
3733                            index: index.cloned(),
3734                        },
3735                        version,
3736                    ))
3737                } else {
3738                    None
3739                }
3740            })
3741            .collect();
3742
3743        Resolution {
3744            nodes,
3745            edges,
3746            pins: self.pins,
3747            env: self.env,
3748        }
3749    }
3750}
3751
3752/// Widens a single version to the largest interval that contains no other known version
3753/// ([`Ranges::widen_versions`]).
3754///
3755/// The interval adds only versions the registry does not list, which can never be selected, so an
3756/// incompatibility recorded for it holds for the same selectable versions.
3757///
3758/// Returns the singleton range when the known versions are unavailable, as for a URL or workspace
3759/// package, and for an empty list, which would otherwise widen to the full range.
3760fn widen_to_gap(version: &Version, known_versions: Option<&[Version]>) -> Range<Version> {
3761    let versions = Range::singleton(version.clone());
3762    match known_versions {
3763        Some(known_versions) if !known_versions.is_empty() => {
3764            versions.widen_versions(known_versions)
3765        }
3766        _ => versions,
3767    }
3768}
3769
3770/// Fetch the metadata for an item
3771#[derive(Debug)]
3772#[expect(clippy::large_enum_variant)]
3773pub(crate) enum Request {
3774    /// A request to fetch the metadata for a package.
3775    Package(PackageName, Option<IndexMetadata>),
3776    /// A request to fetch the metadata for a built or source distribution.
3777    Dist(Dist),
3778    /// A request to fetch the metadata from an already-installed distribution.
3779    Installed(InstalledDist),
3780    /// A request to pre-fetch the metadata for a package and the best-guess distribution.
3781    Prefetch(PackageName, Range<Version>, PythonRequirement),
3782}
3783
3784impl<'a> From<ResolvedDistRef<'a>> for Request {
3785    fn from(dist: ResolvedDistRef<'a>) -> Self {
3786        // N.B. This is almost identical to `ResolvedDistRef::to_owned`, but
3787        // creates a `Request` instead of a `ResolvedDist`. There's probably
3788        // some room for DRYing this up a bit. The obvious way would be to
3789        // add a method to create a `Dist`, but a `Dist` cannot be represented
3790        // as an installed dist.
3791        match dist {
3792            ResolvedDistRef::InstallableRegistrySourceDist { sdist, prioritized } => {
3793                // This is okay because we're only here if the prioritized dist
3794                // has an sdist, so this always succeeds.
3795                let source = prioritized.source_dist().expect("a source distribution");
3796                assert_eq!(
3797                    (&sdist.name, &sdist.version),
3798                    (&source.name, &source.version),
3799                    "expected chosen sdist to match prioritized sdist"
3800                );
3801                Self::Dist(Dist::Source(SourceDist::Registry(source)))
3802            }
3803            ResolvedDistRef::InstallableRegistryBuiltDist {
3804                wheel, prioritized, ..
3805            } => {
3806                assert_eq!(
3807                    Some(&wheel.filename),
3808                    prioritized.best_wheel().map(|(wheel, _)| &wheel.filename),
3809                    "expected chosen wheel to match best wheel"
3810                );
3811                // This is okay because we're only here if the prioritized dist
3812                // has at least one wheel, so this always succeeds.
3813                let built = prioritized.built_dist().expect("at least one wheel");
3814                Self::Dist(Dist::Built(BuiltDist::Registry(built)))
3815            }
3816            ResolvedDistRef::Installed { dist } => Self::Installed(dist.clone()),
3817        }
3818    }
3819}
3820
3821impl Display for Request {
3822    fn fmt(&self, f: &mut Formatter<'_>) -> std::fmt::Result {
3823        match self {
3824            Self::Package(package_name, _) => {
3825                write!(f, "Versions {package_name}")
3826            }
3827            Self::Dist(dist) => {
3828                write!(f, "Metadata {dist}")
3829            }
3830            Self::Installed(dist) => {
3831                write!(f, "Installed metadata {dist}")
3832            }
3833            Self::Prefetch(package_name, range, _) => {
3834                write!(f, "Prefetch {package_name} {range}")
3835            }
3836        }
3837    }
3838}
3839
3840#[derive(Debug)]
3841#[expect(clippy::large_enum_variant)]
3842enum Response {
3843    /// The returned metadata for a package hosted on a registry.
3844    Package(PackageName, Option<IndexUrl>, VersionsResponse),
3845    /// The returned metadata for a distribution.
3846    Dist {
3847        dist: Dist,
3848        metadata: MetadataResponse,
3849    },
3850    /// The returned metadata for an already-installed distribution.
3851    Installed {
3852        dist: InstalledDist,
3853        metadata: MetadataResponse,
3854    },
3855}
3856
3857/// Information about the dependencies for a particular package.
3858///
3859/// This effectively distills the dependency metadata of a package down into
3860/// its pubgrub specific constituent parts: each dependency package has a range
3861/// of possible versions.
3862enum Dependencies {
3863    /// Package dependencies are not available.
3864    Unavailable(UnavailableVersion),
3865    /// Container for all available package versions.
3866    ///
3867    /// Note that in universal mode, it is possible and allowed for multiple
3868    /// `PubGrubPackage` values in this list to have the same package name.
3869    /// These conflicts are resolved via [`ForkedDependencies::from_dependencies_universal`].
3870    Available(Vec<PubGrubDependency>),
3871    /// Package metadata has a `Requires-Python` specifier that is incompatible with the target.
3872    RequiresPython(VersionSpecifiers),
3873    /// Dependencies that should never result in a fork.
3874    ///
3875    /// For example, the dependencies of a `Marker` package will have the
3876    /// same name and version, but differ according to marker expressions.
3877    /// But we never want this to result in a fork.
3878    Unforkable(Vec<PubGrubDependency>),
3879}
3880
3881/// Information about the (possibly forked) dependencies for a particular
3882/// package.
3883///
3884/// This is like `Dependencies` but with an extra variant that only occurs when
3885/// a `Dependencies` list has multiple dependency specifications with the same
3886/// name and non-overlapping marker expressions (i.e., a fork occurs).
3887#[derive(Debug)]
3888enum ForkedDependencies {
3889    /// Package dependencies are not available.
3890    Unavailable(UnavailableVersion),
3891    /// No forking occurred.
3892    ///
3893    /// This is the same as `Dependencies::Available`.
3894    Unforked(Vec<PubGrubDependency>),
3895    /// Forked containers for all available package versions.
3896    ///
3897    /// Note that there is always at least two forks. If there would
3898    /// be fewer than 2 forks, then there is no fork at all and the
3899    /// `Unforked` variant is used instead.
3900    Forked {
3901        forks: Vec<Fork>,
3902        /// The package(s) with different requirements for disjoint markers.
3903        diverging_packages: BTreeSet<PackageName>,
3904    },
3905    /// Package metadata has a `Requires-Python` specifier that is incompatible with the target.
3906    RequiresPython(VersionSpecifiers),
3907}
3908
3909impl ForkedDependencies {
3910    /// Turn a flat list of dependencies into a potential set of forked
3911    /// groups of dependencies.
3912    ///
3913    /// A fork *only* occurs when there are multiple dependencies with the same
3914    /// name *and* those dependency specifications have corresponding marker
3915    /// expressions that are completely disjoint with one another.
3916    fn from_dependencies_universal(
3917        dependencies: Dependencies,
3918        env: &ResolverEnvironment,
3919        python_requirement: &PythonRequirement,
3920        conflicts: &Conflicts,
3921    ) -> Self {
3922        let deps = match dependencies {
3923            Dependencies::Available(deps) => deps,
3924            Dependencies::Unforkable(deps) => return Self::Unforked(deps),
3925            Dependencies::RequiresPython(requires_python) => {
3926                return Self::RequiresPython(requires_python);
3927            }
3928            Dependencies::Unavailable(err) => return Self::Unavailable(err),
3929        };
3930        let mut name_to_deps: BTreeMap<PackageName, Vec<PubGrubDependency>> = BTreeMap::new();
3931        for dep in deps {
3932            let name = dep
3933                .package
3934                .name()
3935                .expect("dependency always has a name")
3936                .clone();
3937            name_to_deps.entry(name).or_default().push(dep);
3938        }
3939        let (mut forks, diverging_packages) =
3940            Self::fork(name_to_deps, env, python_requirement, conflicts);
3941        if forks.is_empty() {
3942            Self::Unforked(vec![])
3943        } else if forks.len() == 1 {
3944            Self::Unforked(forks.pop().unwrap().dependencies)
3945        } else {
3946            Self::Forked {
3947                forks,
3948                diverging_packages,
3949            }
3950        }
3951    }
3952
3953    /// Noop companion to [`ForkedDependencies::from_dependencies_universal`] for non-universal
3954    /// resolutions with a fixed marker environment.
3955    fn from_dependencies_platform_specific(dependencies: Dependencies) -> Self {
3956        match dependencies {
3957            Dependencies::Available(deps) | Dependencies::Unforkable(deps) => Self::Unforked(deps),
3958            Dependencies::RequiresPython(requires_python) => Self::RequiresPython(requires_python),
3959            Dependencies::Unavailable(err) => Self::Unavailable(err),
3960        }
3961    }
3962
3963    /// Build a list of forks determined from the dependencies of a single package.
3964    ///
3965    /// Any time a marker expression is seen that is not true for all possible
3966    /// marker environments, it is possible for it to introduce a new fork.
3967    ///
3968    /// Returns the forks discovered among the dependencies and the package(s) that
3969    /// provoked at least one additional fork.
3970    fn fork(
3971        name_to_deps: BTreeMap<PackageName, Vec<PubGrubDependency>>,
3972        env: &ResolverEnvironment,
3973        python_requirement: &PythonRequirement,
3974        conflicts: &Conflicts,
3975    ) -> (Vec<Fork>, BTreeSet<PackageName>) {
3976        let python_marker = python_requirement.to_marker_tree();
3977
3978        let mut forks = vec![Fork::new(env.clone())];
3979        let mut diverging_packages = BTreeSet::new();
3980        for (name, mut deps) in name_to_deps {
3981            assert!(!deps.is_empty(), "every name has at least one dependency");
3982            // We never fork if there's only one dependency
3983            // specification for a given package name. This particular
3984            // strategy results in a "conservative" approach to forking
3985            // that gives up correctness in some cases in exchange for
3986            // more limited forking. More limited forking results in
3987            // simpler-and-easier-to-understand lock files and faster
3988            // resolving. The correctness we give up manifests when
3989            // two transitive non-sibling dependencies conflict. In
3990            // that case, we don't detect the fork ahead of time (at
3991            // present).
3992            if let [dep] = deps.as_slice() {
3993                // There's one exception: if the requirement increases the minimum-supported Python
3994                // version, we also fork in order to respect that minimum in the subsequent
3995                // resolution.
3996                //
3997                // For example, given `requires-python = ">=3.7"` and `uv ; python_version >= "3.8"`,
3998                // where uv itself only supports Python 3.8 and later, we need to fork to ensure
3999                // that the resolution can find a solution.
4000                if marker::requires_python(dep.package.marker())
4001                    .is_none_or(|bound| !python_requirement.raises(&bound))
4002                {
4003                    let dep = deps.pop().unwrap();
4004                    let marker = dep.package.marker();
4005                    for fork in &mut forks {
4006                        if fork.env.included_by_marker(marker) {
4007                            fork.add_dependency(dep.clone());
4008                        }
4009                    }
4010                    continue;
4011                }
4012            } else {
4013                // If all dependencies have the same markers, we should also avoid forking.
4014                if let Some(dep) = deps.first() {
4015                    let marker = dep.package.marker();
4016                    if deps.iter().all(|dep| marker == dep.package.marker()) {
4017                        // Unless that "same marker" is a Python requirement that is stricter than
4018                        // the current Python requirement. In that case, we need to fork to respect
4019                        // the stricter requirement.
4020                        if marker::requires_python(marker)
4021                            .is_none_or(|bound| !python_requirement.raises(&bound))
4022                        {
4023                            for dep in deps {
4024                                for fork in &mut forks {
4025                                    if fork.env.included_by_marker(marker) {
4026                                        fork.add_dependency(dep.clone());
4027                                    }
4028                                }
4029                            }
4030                            continue;
4031                        }
4032                    }
4033                }
4034            }
4035            for dep in deps {
4036                let mut forker = match ForkingPossibility::new(env, &dep) {
4037                    ForkingPossibility::Possible(forker) => forker,
4038                    ForkingPossibility::DependencyAlwaysExcluded => {
4039                        // If the markers can never be satisfied by the parent
4040                        // fork, then we can drop this dependency unceremoniously.
4041                        continue;
4042                    }
4043                    ForkingPossibility::NoForkingPossible => {
4044                        // Or, if the markers are always true, then we just
4045                        // add the dependency to every fork unconditionally.
4046                        for fork in &mut forks {
4047                            fork.add_dependency(dep.clone());
4048                        }
4049                        continue;
4050                    }
4051                };
4052                // Otherwise, we *should* need to add a new fork...
4053                diverging_packages.insert(name.clone());
4054
4055                let mut new = vec![];
4056                for fork in std::mem::take(&mut forks) {
4057                    let Some((remaining_forker, envs)) = forker.fork(&fork.env) else {
4058                        new.push(fork);
4059                        continue;
4060                    };
4061                    forker = remaining_forker;
4062
4063                    for fork_env in envs {
4064                        let mut new_fork = fork.clone();
4065                        new_fork.set_env(fork_env);
4066                        // We only add the dependency to this fork if it
4067                        // satisfies the fork's markers. Some forks are
4068                        // specifically created to exclude this dependency,
4069                        // so this isn't always true!
4070                        if forker.included(&new_fork.env) {
4071                            new_fork.add_dependency(dep.clone());
4072                        }
4073                        // Filter out any forks we created that are disjoint with our
4074                        // Python requirement.
4075                        if new_fork.env.included_by_marker(python_marker) {
4076                            new.push(new_fork);
4077                        }
4078                    }
4079                }
4080                forks = new;
4081            }
4082        }
4083        // When there is a conflicting group configuration, we need
4084        // to potentially add more forks. Each fork added contains an
4085        // exclusion list of conflicting groups where dependencies with
4086        // the corresponding package and extra name are forcefully
4087        // excluded from that group.
4088        //
4089        // We specifically iterate on conflicting groups and
4090        // potentially re-generate all forks for each one. We do it
4091        // this way in case there are multiple sets of conflicting
4092        // groups that impact the forks here.
4093        //
4094        // For example, if we have conflicting groups {x1, x2} and {x3,
4095        // x4}, we need to make sure the forks generated from one set
4096        // also account for the other set.
4097        for set in conflicts.iter() {
4098            let mut new = vec![];
4099            for fork in std::mem::take(&mut forks) {
4100                // Check if this conflict set is relevant to this fork. We need two conditions:
4101                //
4102                // 1. At least one item has dependencies in this fork (otherwise there's nothing to
4103                //    fork on).
4104                // 2. At least two items are not already excluded in this fork's environment
4105                //    (otherwise the conflict constraint is already satisfied and no fork is
4106                //    needed).
4107                let mut has_conflicting_dependency = false;
4108                for item in set.iter() {
4109                    if fork.contains_conflicting_item(item.as_ref()) {
4110                        has_conflicting_dependency = true;
4111                        diverging_packages.insert(item.package().clone());
4112                        break;
4113                    }
4114                }
4115                if !has_conflicting_dependency {
4116                    new.push(fork);
4117                    continue;
4118                }
4119
4120                // If fewer than two items in this conflict set are still possible (not already
4121                // excluded) in this fork, the conflict constraint is already satisfied by prior
4122                // forking. We can skip the full N+1 fork split if the single remaining non-excluded
4123                // item doesn't appear in any other conflict set (since it would never need its own
4124                // "excluded" variant).
4125                let non_excluded: Vec<_> = set
4126                    .iter()
4127                    .filter(|item| fork.env.included_by_group(item.as_ref()))
4128                    .collect();
4129                if non_excluded.len() < 2 {
4130                    // Check if any non-excluded item still has a live conflict in another set —
4131                    // i.e., another set where this item AND at least one other non-excluded item
4132                    // both appear. If so, we still need to fork to create the "excluded" variant
4133                    // for that item.
4134                    let dominated = non_excluded.iter().all(|item| {
4135                        !conflicts.iter().any(|other_set| {
4136                            !std::ptr::eq(set, other_set)
4137                                && other_set.contains(item.package(), item.kind().as_ref())
4138                                && other_set
4139                                    .iter()
4140                                    .filter(|other_item| {
4141                                        other_item.package() != item.package()
4142                                            || other_item.kind() != item.kind()
4143                                    })
4144                                    .any(|other_item| {
4145                                        fork.env.included_by_group(other_item.as_ref())
4146                                    })
4147                        })
4148                    });
4149                    if dominated {
4150                        // When dependencies are added to forks, we check `included_by_marker` but
4151                        // not on whether the dependency's conflict item is included by the fork's
4152                        // environment so there may be extraneous dependencies and we need to filter
4153                        // the fork to clean up dependencies gated on already-excluded extras.
4154                        let rules: Vec<_> = set
4155                            .iter()
4156                            .filter(|item| !fork.env.included_by_group(item.as_ref()))
4157                            .cloned()
4158                            .map(Err)
4159                            .collect();
4160                        if let Some(filtered) = fork.filter(rules) {
4161                            new.push(filtered);
4162                        }
4163                        continue;
4164                    }
4165                }
4166
4167                // Create a fork that excludes ALL conflicts.
4168                if let Some(fork_none) = fork.clone().filter(set.iter().cloned().map(Err)) {
4169                    new.push(fork_none);
4170                }
4171
4172                // Now create a fork for each conflicting group, where
4173                // that fork excludes every *other* conflicting group.
4174                //
4175                // So if we have conflicting extras foo, bar and baz,
4176                // then this creates three forks: one that excludes
4177                // {foo, bar}, one that excludes {foo, baz} and one
4178                // that excludes {bar, baz}.
4179                for (i, _) in set.iter().enumerate() {
4180                    let fork_allows_group = fork.clone().filter(
4181                        set.iter()
4182                            .cloned()
4183                            .enumerate()
4184                            .map(|(j, group)| if i == j { Ok(group) } else { Err(group) }),
4185                    );
4186                    if let Some(fork_allows_group) = fork_allows_group {
4187                        new.push(fork_allows_group);
4188                    }
4189                }
4190            }
4191            forks = new;
4192        }
4193        (forks, diverging_packages)
4194    }
4195}
4196
4197/// A single fork in a list of dependencies.
4198///
4199/// A fork corresponds to the full list of dependencies for a package,
4200/// but with any conflicting dependency specifications omitted. For
4201/// example, if we have `a<2 ; sys_platform == 'foo'` and `a>=2 ;
4202/// sys_platform == 'bar'`, then because the dependency specifications
4203/// have the same name and because the marker expressions are disjoint,
4204/// a fork occurs. One fork will contain `a<2` but not `a>=2`, while
4205/// the other fork will contain `a>=2` but not `a<2`.
4206#[derive(Clone, Debug)]
4207struct Fork {
4208    /// The list of dependencies for this fork, guaranteed to be conflict
4209    /// free. (i.e., There are no two packages with the same name with
4210    /// non-overlapping marker expressions.)
4211    ///
4212    /// Note that callers shouldn't mutate this sequence directly. Instead,
4213    /// they should use `add_forked_package` or `add_nonfork_package`. Namely,
4214    /// it should be impossible for a package with a marker expression that is
4215    /// disjoint from the marker expression on this fork to be added.
4216    dependencies: Vec<PubGrubDependency>,
4217    /// The conflicting groups in this fork.
4218    ///
4219    /// This exists to make some access patterns more efficient. Namely,
4220    /// it makes it easy to check whether there's a dependency with a
4221    /// particular conflicting group in this fork.
4222    conflicts: crate::FxHashbrownSet<ConflictItem>,
4223    /// The resolver environment for this fork.
4224    ///
4225    /// Principally, this corresponds to the markers in this for. So in the
4226    /// example above, the `a<2` fork would have `sys_platform == 'foo'`, while
4227    /// the `a>=2` fork would have `sys_platform == 'bar'`.
4228    ///
4229    /// If this fork was generated from another fork, then this *includes*
4230    /// the criteria from its parent. i.e., Its marker expression represents
4231    /// the intersection of the marker expression from its parent and any
4232    /// additional marker expression generated by addition forking based on
4233    /// conflicting dependency specifications.
4234    env: ResolverEnvironment,
4235}
4236
4237impl Fork {
4238    /// Create a new fork with no dependencies with the given resolver
4239    /// environment.
4240    fn new(env: ResolverEnvironment) -> Self {
4241        Self {
4242            dependencies: vec![],
4243            conflicts: crate::FxHashbrownSet::default(),
4244            env,
4245        }
4246    }
4247
4248    /// Add a dependency to this fork.
4249    fn add_dependency(&mut self, dep: PubGrubDependency) {
4250        if let Some(conflicting_item) = dep.conflicting_item() {
4251            self.conflicts.insert(conflicting_item.to_owned());
4252        }
4253        self.dependencies.push(dep);
4254    }
4255
4256    /// Sets the resolver environment to the one given.
4257    ///
4258    /// Any dependency in this fork that does not satisfy the given environment
4259    /// is removed.
4260    fn set_env(&mut self, env: ResolverEnvironment) {
4261        self.env = env;
4262        self.dependencies.retain(|dep| {
4263            let marker = dep.package.marker();
4264            if self.env.included_by_marker(marker) {
4265                return true;
4266            }
4267            if let Some(conflicting_item) = dep.conflicting_item() {
4268                self.conflicts.remove(&conflicting_item);
4269            }
4270            false
4271        });
4272    }
4273
4274    /// Returns true if any of the dependencies in this fork contain a
4275    /// dependency with the given package and extra values.
4276    fn contains_conflicting_item(&self, item: ConflictItemRef<'_>) -> bool {
4277        self.conflicts.contains(&item)
4278    }
4279
4280    /// Include or Exclude the given groups from this fork.
4281    ///
4282    /// This removes all dependencies matching the given conflicting groups.
4283    ///
4284    /// If the exclusion rules would result in a fork with an unsatisfiable
4285    /// resolver environment, then this returns `None`.
4286    fn filter(
4287        mut self,
4288        rules: impl IntoIterator<Item = Result<ConflictItem, ConflictItem>>,
4289    ) -> Option<Self> {
4290        self.env = self.env.filter_by_group(rules)?;
4291        self.dependencies.retain(|dep| {
4292            let Some(conflicting_item) = dep.conflicting_item() else {
4293                return true;
4294            };
4295            if self.env.included_by_group(conflicting_item) {
4296                return true;
4297            }
4298            match conflicting_item.kind() {
4299                // We should not filter entire projects unless they're a top-level dependency
4300                // Otherwise, we'll fail to solve for children of the project, like extras
4301                ConflictKindRef::Project => {
4302                    if dep.parent.is_some() {
4303                        return true;
4304                    }
4305                }
4306                ConflictKindRef::Group(_) => {}
4307                ConflictKindRef::Extra(_) => {}
4308            }
4309            self.conflicts.remove(&conflicting_item);
4310            false
4311        });
4312        Some(self)
4313    }
4314
4315    /// Compare forks by their lower `requires-python` bounds.
4316    fn cmp_requires_python(&self, other: &Self) -> Ordering {
4317        cmp_requires_python(&self.env, &other.env)
4318    }
4319
4320    /// Compare forks, preferring forks with upper bounds.
4321    fn cmp_upper_bounds(&self, other: &Self) -> Ordering {
4322        // We'd prefer to solve `numpy <= 2` before solving `numpy >= 1`, since the resolution
4323        // produced by the former might work for the latter, but the inverse is unlikely to be true
4324        // due to maximum version selection. (Selecting `numpy==2.0.0` would satisfy both forks, but
4325        // selecting the latest `numpy` would not.)
4326        let self_upper_bounds = self
4327            .dependencies
4328            .iter()
4329            .filter(|dep| {
4330                dep.version
4331                    .bounding_range()
4332                    .is_some_and(|(_, upper)| !matches!(upper, Bound::Unbounded))
4333            })
4334            .count();
4335        let other_upper_bounds = other
4336            .dependencies
4337            .iter()
4338            .filter(|dep| {
4339                dep.version
4340                    .bounding_range()
4341                    .is_some_and(|(_, upper)| !matches!(upper, Bound::Unbounded))
4342            })
4343            .count();
4344
4345        self_upper_bounds.cmp(&other_upper_bounds)
4346    }
4347}
4348
4349/// Compare resolver environments by their lower Python bounds.
4350fn cmp_requires_python(
4351    self_env: &ResolverEnvironment,
4352    other_env: &ResolverEnvironment,
4353) -> Ordering {
4354    // A higher `requires-python` requirement indicates a _higher-priority_ fork.
4355    //
4356    // This ordering ensures that we prefer choosing the highest version for each fork based on
4357    // its `requires-python` requirement.
4358    //
4359    // The reverse would prefer choosing fewer versions, at the cost of using older package
4360    // versions on newer Python versions. For example, if reversed, we'd prefer to solve `<3.7
4361    // before solving `>=3.7`, since the resolution produced by the former might work for the
4362    // latter, but the inverse is unlikely to be true.
4363    let self_bound = self_env.requires_python().unwrap_or_default();
4364    let other_bound = other_env.requires_python().unwrap_or_default();
4365    self_bound.lower().cmp(other_bound.lower())
4366}
4367
4368impl Eq for Fork {}
4369
4370impl PartialEq for Fork {
4371    fn eq(&self, other: &Self) -> bool {
4372        self.dependencies == other.dependencies && self.env == other.env
4373    }
4374}
4375
4376#[derive(Debug, Clone)]
4377pub(crate) struct VersionFork {
4378    /// The environment to use in the fork.
4379    env: ResolverEnvironment,
4380    /// The initial package to select in the fork.
4381    id: Id<PubGrubPackage>,
4382    /// The initial version to set for the selected package in the fork.
4383    version: Option<Version>,
4384}
4385
4386/// Enrich a [`ResolveError`] with additional information about why a given package was included.
4387fn enrich_dependency_error(
4388    error: ResolveError,
4389    id: Id<PubGrubPackage>,
4390    version: &Version,
4391    pubgrub: &State<UvDependencyProvider>,
4392) -> ResolveError {
4393    let Some(name) = pubgrub.package_store[id].name_no_root() else {
4394        return error;
4395    };
4396    let chain = DerivationChainBuilder::from_state(id, version, pubgrub).unwrap_or_default();
4397    ResolveError::Dependencies(Box::new(error), name.clone(), version.clone(), chain)
4398}
4399
4400/// Compute the set of markers for which a package is known to be relevant.
4401fn find_environments(id: Id<PubGrubPackage>, state: &State<UvDependencyProvider>) -> MarkerTree {
4402    let package = &state.package_store[id];
4403    if package.is_root() {
4404        return MarkerTree::TRUE;
4405    }
4406
4407    // First, collect the reverse-dependency closure for the package. We limit the propagation
4408    // below to this subgraph so cycles in unrelated packages don't matter here.
4409    let mut ancestors = FxHashSet::default();
4410    let mut stack = vec![id];
4411    let mut root = None;
4412    ancestors.insert(id);
4413
4414    while let Some(current) = stack.pop() {
4415        let Some(incompatibilities) = state.incompatibilities.get(&current) else {
4416            continue;
4417        };
4418
4419        for index in incompatibilities {
4420            let incompat = &state.incompatibility_store[*index];
4421            if let Kind::FromDependencyOf(parent, child) = &incompat.kind {
4422                if current != *child {
4423                    continue;
4424                }
4425                if ancestors.insert(*parent) {
4426                    if state.package_store[*parent].is_root() {
4427                        root = Some(*parent);
4428                    }
4429                    stack.push(*parent);
4430                }
4431            }
4432        }
4433    }
4434
4435    let Some(root) = root else {
4436        return MarkerTree::FALSE;
4437    };
4438
4439    // Propagate markers forward from the root through the collected subgraph. This reaches a
4440    // fixpoint even in the presence of cycles, unlike the recursive reverse walk above.
4441    let mut environments = FxHashMap::default();
4442    let mut queue = VecDeque::from([root]);
4443    environments.insert(root, MarkerTree::TRUE);
4444
4445    while let Some(current) = queue.pop_front() {
4446        let Some(current_environment) = environments.get(&current).copied() else {
4447            continue;
4448        };
4449        let Some(incompatibilities) = state.incompatibilities.get(&current) else {
4450            continue;
4451        };
4452
4453        for index in incompatibilities {
4454            let incompat = &state.incompatibility_store[*index];
4455            let Kind::FromDependencyOf(parent, child) = &incompat.kind else {
4456                continue;
4457            };
4458            if current != *parent || !ancestors.contains(child) {
4459                continue;
4460            }
4461
4462            let mut next_environment = state.package_store[*child].marker();
4463            next_environment = next_environment.and(current_environment);
4464
4465            let entry = environments.entry(*child).or_insert(MarkerTree::FALSE);
4466            let mut combined = *entry;
4467            combined = combined.or(next_environment);
4468            if combined != *entry {
4469                *entry = combined;
4470                queue.push_back(*child);
4471            }
4472        }
4473    }
4474
4475    environments.remove(&id).unwrap_or(MarkerTree::FALSE)
4476}
4477
4478#[derive(Debug, Default, Clone)]
4479struct ConflictTracker {
4480    /// How often a decision on the package was discarded due to another package decided earlier.
4481    affected: FxHashMap<Id<PubGrubPackage>, usize>,
4482    /// Package(s) to be prioritized after the next unit propagation
4483    ///
4484    /// Distilled from `affected` for fast checking in the hot loop.
4485    prioritize: Vec<Id<PubGrubPackage>>,
4486    /// How often a package was decided earlier and caused another package to be discarded.
4487    culprit: FxHashMap<Id<PubGrubPackage>, usize>,
4488    /// Package(s) to be de-prioritized after the next unit propagation
4489    ///
4490    /// Distilled from `culprit` for fast checking in the hot loop.
4491    deprioritize: Vec<Id<PubGrubPackage>>,
4492}
4493
4494#[cfg(test)]
4495mod tests {
4496    use super::*;
4497
4498    fn versions(versions: &[&str]) -> Vec<Version> {
4499        versions
4500            .iter()
4501            .map(|version| version.parse().expect("valid version"))
4502            .collect()
4503    }
4504
4505    #[test]
4506    fn widens_a_version_to_its_gap() {
4507        let known_versions = versions(&["1.0", "2.0", "3.0"]);
4508        let version: Version = "2.0".parse().expect("valid version");
4509
4510        // A version between two others widens to the open interval between them.
4511        assert_eq!(
4512            widen_to_gap(&version, Some(&known_versions)).to_string(),
4513            ">1.0, <3.0"
4514        );
4515
4516        // At the ends of the listing the interval is unbounded.
4517        let version: Version = "1.0".parse().expect("valid version");
4518        assert_eq!(
4519            widen_to_gap(&version, Some(&known_versions)).to_string(),
4520            "<2.0"
4521        );
4522        let version: Version = "3.0".parse().expect("valid version");
4523        assert_eq!(
4524            widen_to_gap(&version, Some(&known_versions)).to_string(),
4525            ">2.0"
4526        );
4527    }
4528
4529    #[test]
4530    fn widens_a_version_without_known_versions_to_itself() {
4531        let version: Version = "2.0".parse().expect("valid version");
4532
4533        // A URL or workspace package has no registry version map to widen against.
4534        assert_eq!(
4535            widen_to_gap(&version, None),
4536            Range::singleton(version.clone())
4537        );
4538
4539        // An empty list would otherwise widen to the full range.
4540        assert_eq!(widen_to_gap(&version, Some(&[])), Range::singleton(version));
4541    }
4542}