pubgrub 0.4.0

PubGrub version solving algorithm
Documentation
1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41
42
43
44
45
46
47
48
49
50
51
52
53
54
55
56
57
58
59
60
61
62
63
64
65
66
67
68
69
70
71
72
73
74
75
76
77
78
79
80
81
82
83
84
85
86
87
88
89
90
91
92
93
94
95
96
97
98
99
100
101
102
103
104
105
106
107
108
109
110
111
112
113
114
115
116
117
118
119
120
121
122
123
124
125
126
127
128
129
130
131
132
133
134
135
136
137
138
139
140
141
142
143
144
145
146
147
148
149
150
151
152
153
154
155
156
157
158
159
160
161
162
163
164
165
166
167
168
169
170
171
172
173
174
175
176
177
178
179
180
181
182
183
184
185
186
187
188
189
190
191
192
193
194
195
196
197
198
199
200
201
202
203
204
205
206
207
208
209
210
211
212
213
214
215
216
217
218
219
220
221
222
223
224
225
226
227
228
229
230
231
232
233
234
235
236
237
238
239
240
241
242
243
244
245
246
247
248
249
250
251
252
253
254
255
256
257
258
259
260
261
262
263
264
265
266
267
268
269
270
271
272
273
274
275
276
277
278
279
280
281
282
283
284
285
286
287
288
289
290
291
292
293
294
295
296
297
298
299
300
301
302
303
304
305
306
307
308
309
310
311
312
313
314
315
316
317
318
319
320
321
322
323
324
325
326
327
328
329
330
331
332
333
334
335
336
337
338
339
340
341
342
343
344
345
346
347
348
349
350
351
352
353
354
355
356
357
358
359
360
361
362
363
364
365
366
367
368
369
370
371
372
373
374
375
376
377
378
379
380
381
382
383
384
385
386
387
388
389
390
391
392
393
394
395
396
397
398
399
400
401
402
403
404
405
406
407
408
409
410
411
412
413
414
415
416
417
418
419
420
421
422
423
424
425
426
427
428
429
430
431
432
433
434
435
436
437
438
439
440
441
442
443
444
445
446
447
448
449
450
451
452
453
454
455
456
457
458
459
460
461
462
463
464
465
466
467
468
469
470
471
472
473
474
475
476
477
478
479
480
481
482
483
484
485
486
487
488
489
490
491
492
493
494
495
496
497
498
499
500
501
502
503
504
505
506
507
508
509
510
511
512
513
514
515
516
517
518
519
520
521
522
523
524
525
526
527
528
529
530
531
532
533
534
535
536
537
538
539
540
541
542
543
544
545
546
547
548
549
550
551
552
553
554
555
556
557
558
559
560
561
562
563
564
565
566
567
568
569
570
571
572
573
574
575
576
577
578
579
580
581
582
583
584
585
586
587
588
589
590
591
592
593
594
595
596
597
598
599
600
601
602
603
604
605
606
607
608
609
610
611
612
613
614
615
616
617
618
619
620
621
622
623
624
625
626
627
628
629
630
631
632
633
634
635
636
637
638
639
640
641
642
643
644
645
646
647
648
649
// SPDX-License-Identifier: MPL-2.0

//! A Memory acts like a structured partial solution
//! where terms are regrouped by package in a [Map](crate::type_aliases::Map).

use std::cmp::Reverse;
use std::fmt::{Debug, Display};
use std::hash::BuildHasherDefault;

use priority_queue::PriorityQueue;
use rustc_hash::FxHasher;

use crate::internal::{
    Arena, HashArena, Id, IncompDpId, IncompId, Incompatibility, Relation, SmallMap, SmallVec,
};
use crate::{DependencyProvider, Package, Term, VersionSet};

type FnvIndexMap<K, V> = indexmap::IndexMap<K, V, BuildHasherDefault<FxHasher>>;
type FnvIndexSet<T> = indexmap::IndexSet<T, BuildHasherDefault<FxHasher>>;

#[derive(Debug, Copy, Clone, Ord, PartialOrd, Eq, PartialEq)]
pub(crate) struct DecisionLevel(pub(crate) u32);

impl DecisionLevel {
    pub(crate) fn increment(self) -> Self {
        Self(self.0 + 1)
    }
}

/// The partial solution contains all package assignments,
/// organized by package and historically ordered.
#[derive(Clone, Debug)]
pub(crate) struct PartialSolution<DP: DependencyProvider> {
    next_global_index: u32,
    /// The number of decisions that have been made, equal to the number of packages with decisions.
    current_decision_level: DecisionLevel,
    /// Store for all known package decisions and package derivations.
    ///
    /// "assignment" refers to both packages with decisions and package with only derivations and
    /// no decision yet. We combine this in a single index map with a decisions section in front and
    /// a derivations sections in the back, where making a decision moves a package from the
    /// derivations sections to the decisions section.
    ///
    /// `[..current_decision_level]`: Packages that have had a decision made, sorted by the
    /// `decision_level`. The section is can be seen as the partial solution, it contains a
    /// mapping from package name to decided version. The sorting makes it very efficient to
    /// extract the solution, and to backtrack to a particular decision level. The
    /// `AssignmentsIntersection` is always a `Decision`.
    ///
    /// `[current_decision_level..]`: Packages that are dependencies of some other package,
    /// but have not yet been decided. The `AssignmentsIntersection` is always a `Derivations`, the
    /// derivations store the obligations from the decided packages.
    #[allow(clippy::type_complexity)]
    package_assignments: FnvIndexMap<Id<DP::P>, PackageAssignments<DP::P, DP::VS, DP::M>>,
    /// The undecided packages order by their `Priority`.
    ///
    /// The max heap allows quickly `pop`ing the highest priority package.
    ///
    /// The `Reverse<u32>` is the discovery order of packages used as tiebreaker. Its order is that
    /// of a breadth-first search.
    #[allow(clippy::type_complexity)]
    prioritized_potential_packages:
        PriorityQueue<Id<DP::P>, (DP::Priority, Reverse<u32>), BuildHasherDefault<FxHasher>>,
    /// Packages whose derivations changed since the last time `prioritize` was called and need
    /// their priorities to be updated.
    outdated_priorities: FnvIndexSet<Id<DP::P>>,
    /// Whether we have never backtracked, to enable fast path optimizations.
    has_ever_backtracked: bool,
}

/// A package assignment is either a decision or a list of (accumulated) derivations without a
/// decision.
#[derive(Clone, Debug)]
struct PackageAssignments<P: Package, VS: VersionSet, M: Eq + Clone + Debug + Display> {
    /// Whether the assigment is a decision or a derivation.
    assignments_intersection: AssignmentsIntersection<VS>,
    /// All constraints on the package version from previous decisions, accumulated by decision
    /// level.
    dated_derivations: SmallVec<DatedDerivation<P, VS, M>>,
    /// Smallest [`DecisionLevel`] in `dated_derivations`.
    smallest_decision_level: DecisionLevel,
    /// Highest [`DecisionLevel`] in `dated_derivations`.
    highest_decision_level: DecisionLevel,
}

impl<P: Package, VS: VersionSet, M: Eq + Clone + Debug + Display> Display
    for PackageAssignments<P, VS, M>
{
    fn fmt(&self, f: &mut std::fmt::Formatter<'_>) -> std::fmt::Result {
        let derivations: Vec<_> = self
            .dated_derivations
            .iter()
            .map(|dd| dd.to_string())
            .collect();
        write!(
            f,
            "decision range: {:?}..{:?}\nderivations:\n  {}\n,assignments_intersection: {}",
            self.smallest_decision_level,
            self.highest_decision_level,
            derivations.join("\n  "),
            self.assignments_intersection
        )
    }
}

#[derive(Clone, Debug)]
struct DatedDerivation<P: Package, VS: VersionSet, M: Eq + Clone + Debug + Display> {
    global_index: u32,
    /// Only decisions up this level has been used to compute the accumulated term.
    decision_level: DecisionLevel,
    cause: IncompId<P, VS, M>,
    /// The intersection of all terms up to `decision_level`.
    ///
    /// It may not contain all terms of this `decision_level`, there may be more than one
    /// `DatedDerivation` per decision level.
    accumulated_intersection: Term<VS>,
}

impl<P: Package, VS: VersionSet, M: Eq + Clone + Debug + Display> Display
    for DatedDerivation<P, VS, M>
{
    fn fmt(&self, f: &mut std::fmt::Formatter<'_>) -> std::fmt::Result {
        write!(f, "{:?}, cause: {:?}", self.decision_level, self.cause)
    }
}

#[derive(Clone, Debug)]
enum AssignmentsIntersection<VS: VersionSet> {
    /// A decision on package for version has been made at the given level.
    Decision {
        decision_level: u32,
        version: VS::V,
        /// The version, but as positive singleton term.
        term: Term<VS>,
    },
    Derivations(Term<VS>),
}

impl<VS: VersionSet> Display for AssignmentsIntersection<VS> {
    fn fmt(&self, f: &mut std::fmt::Formatter<'_>) -> std::fmt::Result {
        match self {
            Self::Decision {
                decision_level,
                version,
                term: _,
            } => {
                write!(f, "Decision: level {decision_level}, v = {version}")
            }
            Self::Derivations(term) => write!(f, "Derivations term: {term}"),
        }
    }
}

#[derive(Clone, Debug)]
pub(crate) enum SatisfierSearch<P: Package, VS: VersionSet, M: Eq + Clone + Debug + Display> {
    DifferentDecisionLevels {
        previous_satisfier_level: DecisionLevel,
    },
    SameDecisionLevels {
        satisfier_cause: IncompId<P, VS, M>,
    },
}

type SatisfiedMap<P, VS, M> = SmallMap<Id<P>, (Option<IncompId<P, VS, M>>, u32, DecisionLevel)>;

impl<DP: DependencyProvider> PartialSolution<DP> {
    /// Initialize an empty PartialSolution.
    pub(crate) fn empty() -> Self {
        Self {
            next_global_index: 0,
            current_decision_level: DecisionLevel(0),
            package_assignments: FnvIndexMap::default(),
            prioritized_potential_packages: PriorityQueue::default(),
            outdated_priorities: FnvIndexSet::default(),
            has_ever_backtracked: false,
        }
    }

    pub(crate) fn display<'a>(&'a self, package_store: &'a HashArena<DP::P>) -> impl Display + 'a {
        struct PSDisplay<'a, DP: DependencyProvider>(&'a PartialSolution<DP>, &'a HashArena<DP::P>);

        impl<DP: DependencyProvider> Display for PSDisplay<'_, DP> {
            fn fmt(&self, f: &mut std::fmt::Formatter<'_>) -> std::fmt::Result {
                let mut assignments: Vec<_> = self
                    .0
                    .package_assignments
                    .iter()
                    .map(|(p, pa)| format!("{:?} = '{}': {}", p, self.1[*p], pa))
                    .collect();
                assignments.sort();
                write!(
                    f,
                    "next_global_index: {}\ncurrent_decision_level: {:?}\npackage_assignments:\n{}",
                    self.0.next_global_index,
                    self.0.current_decision_level,
                    assignments.join("\t\n")
                )
            }
        }

        PSDisplay(self, package_store)
    }

    /// Add a decision.
    pub(crate) fn add_decision(&mut self, package: Id<DP::P>, version: DP::V) {
        // Check that add_decision is never used in the wrong context.
        if cfg!(debug_assertions) {
            match self.package_assignments.get_mut(&package) {
                None => panic!("Derivations must already exist"),
                Some(pa) => match &pa.assignments_intersection {
                    // Cannot be called when a decision has already been taken.
                    AssignmentsIntersection::Decision { .. } => {
                        panic!("Already existing decision")
                    }
                    // Cannot be called if the versions is not contained in the terms' intersection.
                    AssignmentsIntersection::Derivations(term) => {
                        debug_assert!(
                            term.contains(&version),
                            "{package:?}: {version} was expected to be contained in {term}",
                        )
                    }
                },
            }
        }
        let new_idx = self.current_decision_level.0 as usize;
        self.current_decision_level = self.current_decision_level.increment();
        let (old_idx, _, pa) = self
            .package_assignments
            .get_full_mut(&package)
            .expect("Derivations must already exist");
        pa.highest_decision_level = self.current_decision_level;
        pa.assignments_intersection = AssignmentsIntersection::Decision {
            decision_level: self.next_global_index,
            version: version.clone(),
            term: Term::exact(version),
        };
        // Maintain that the beginning of the `package_assignments` Have all decisions in sorted order.
        if new_idx != old_idx {
            self.package_assignments.swap_indices(new_idx, old_idx);
        }
        self.next_global_index += 1;
    }

    /// Add a derivation.
    pub(crate) fn add_derivation(
        &mut self,
        package: Id<DP::P>,
        cause: IncompDpId<DP>,
        store: &Arena<Incompatibility<DP::P, DP::VS, DP::M>>,
    ) {
        use indexmap::map::Entry;
        let mut dated_derivation = DatedDerivation {
            global_index: self.next_global_index,
            decision_level: self.current_decision_level,
            cause,
            accumulated_intersection: store[cause].get(package).unwrap().negate(),
        };
        self.next_global_index += 1;
        match self.package_assignments.entry(package) {
            Entry::Occupied(mut occupied) => {
                let pa = occupied.get_mut();
                pa.highest_decision_level = self.current_decision_level;
                match &mut pa.assignments_intersection {
                    // Check that add_derivation is never called in the wrong context.
                    AssignmentsIntersection::Decision { .. } => {
                        panic!("add_derivation should not be called after a decision")
                    }
                    AssignmentsIntersection::Derivations(t) => {
                        *t = t.intersection(&dated_derivation.accumulated_intersection);
                        dated_derivation.accumulated_intersection = t.clone();
                        if t.is_positive() {
                            self.outdated_priorities.insert(package);
                        }
                    }
                }
                pa.dated_derivations.push(dated_derivation);
            }
            Entry::Vacant(v) => {
                let term = dated_derivation.accumulated_intersection.clone();
                if term.is_positive() {
                    self.outdated_priorities.insert(package);
                }
                v.insert(PackageAssignments {
                    smallest_decision_level: self.current_decision_level,
                    highest_decision_level: self.current_decision_level,
                    dated_derivations: SmallVec::One([dated_derivation]),
                    assignments_intersection: AssignmentsIntersection::Derivations(term),
                });
            }
        }
    }

    #[cold]
    pub(crate) fn pick_highest_priority_pkg(
        &mut self,
        mut prioritizer: impl FnMut(Id<DP::P>, &DP::VS) -> DP::Priority,
    ) -> Option<(Id<DP::P>, &DP::VS)> {
        let prioritized_potential_packages = &mut self.prioritized_potential_packages;
        while let Some(p) = self.outdated_priorities.pop() {
            let Some(pa) = self.package_assignments.get(&p) else {
                continue;
            };
            let Some(r) = pa.assignments_intersection.potential_package_filter() else {
                continue;
            };
            let priority = prioritizer(p, r);
            prioritized_potential_packages.push(p, (priority, Reverse(p.into_raw() as u32)));
        }
        while let Some(p) = self.prioritized_potential_packages.pop().map(|(p, _)| p) {
            let Some(pa) = self.package_assignments.get(&p) else {
                continue;
            };
            if let Some(r) = pa.assignments_intersection.potential_package_filter() {
                return Some((p, r));
            }
        }
        None
    }

    /// If a partial solution has, for every positive derivation,
    /// a corresponding decision that satisfies that assignment,
    /// it's a total solution and version solving has succeeded.
    pub(crate) fn extract_solution(&self) -> impl Iterator<Item = (Id<DP::P>, DP::V)> + '_ {
        self.package_assignments
            .iter()
            .take(self.current_decision_level.0 as usize)
            .map(|(&p, pa)| match &pa.assignments_intersection {
                AssignmentsIntersection::Decision {
                    decision_level: _,
                    version: v,
                    term: _,
                } => (p, v.clone()),
                AssignmentsIntersection::Derivations(_) => {
                    // The invariant on the order in `self.package_assignments` was broken.
                    let mut context = String::new();
                    for (id, assignment) in self
                        .package_assignments
                        .iter()
                        .take(self.current_decision_level.0 as usize)
                    {
                        context.push_str(&format!(
                            " * {:?} {:?}\n",
                            id, assignment.assignments_intersection
                        ));
                    }
                    panic!(
                        "Derivations in the Decision part. Decision level {}\n{}",
                        self.current_decision_level.0, context
                    )
                }
            })
    }

    /// Backtrack the partial solution to a given decision level.
    pub(crate) fn backtrack(&mut self, decision_level: DecisionLevel) {
        self.current_decision_level = decision_level;
        self.package_assignments.retain(|p, pa| {
            if pa.smallest_decision_level > decision_level {
                // Remove all entries that have a smallest decision level higher than the backtrack target.
                false
            } else if pa.highest_decision_level <= decision_level {
                // Do not change entries older than the backtrack decision level target.
                if pa
                    .assignments_intersection
                    .potential_package_filter()
                    .is_some()
                    && self.prioritized_potential_packages.get(p).is_none()
                {
                    self.outdated_priorities.insert(*p);
                }
                true
            } else {
                // smallest_decision_level <= decision_level < highest_decision_level
                //
                // Since decision_level < highest_decision_level,
                // We can be certain that there will be no decision in this package assignments
                // after backtracking, because such decision would have been the last
                // assignment and it would have the "highest_decision_level".

                // Truncate the history.
                while pa.dated_derivations.last().map(|dd| dd.decision_level) > Some(decision_level)
                {
                    pa.dated_derivations.pop();
                }
                debug_assert!(!pa.dated_derivations.is_empty());

                let last = pa.dated_derivations.last().unwrap();

                // Update highest_decision_level.
                pa.highest_decision_level = last.decision_level;

                // Reset the assignments intersection.
                pa.assignments_intersection =
                    AssignmentsIntersection::Derivations(last.accumulated_intersection.clone());

                self.prioritized_potential_packages.remove(p);
                if pa.assignments_intersection.term().is_positive() {
                    self.outdated_priorities.insert(*p);
                }
                true
            }
        });
        self.has_ever_backtracked = true;
    }

    /// Add a package version as decision if none of its dependencies conflicts with the partial
    /// solution.
    ///
    /// If the resolution never backtracked before, a fast path adds the package version directly
    /// without checking dependencies.
    ///
    /// Returns the incompatibility that caused the current version to be rejected, if a conflict
    /// in the dependencies was found.
    pub(crate) fn add_package_version_incompatibilities(
        &mut self,
        package: Id<DP::P>,
        version: DP::V,
        new_incompatibilities: std::ops::Range<IncompId<DP::P, DP::VS, DP::M>>,
        store: &Arena<Incompatibility<DP::P, DP::VS, DP::M>>,
    ) -> Option<IncompId<DP::P, DP::VS, DP::M>> {
        if !self.has_ever_backtracked {
            // Fast path: Nothing has yet gone wrong during this resolution. This call is unlikely to be the first problem.
            // So let's live with a little bit of risk and add the decision without checking the dependencies.
            // The worst that can happen is we will have to do a full backtrack which only removes this one decision.
            log::info!("add_decision: {package:?} @ {version} without checking dependencies");
            self.add_decision(package, version);
            return None;
        }

        // Check if any of the dependencies preclude deciding on this crate version.
        let package_term = Term::exact(version.clone());
        let relation = |incompat: IncompId<DP::P, DP::VS, DP::M>| {
            store[incompat].relation(|p| {
                // The current package isn't part of the package assignments yet.
                if p == package {
                    Some(&package_term)
                } else {
                    self.term_intersection_for_package(p)
                }
            })
        };
        if let Some(satisfied) = Id::range_to_iter(new_incompatibilities)
            .find(|incompat| relation(*incompat) == Relation::Satisfied)
        {
            log::info!(
                "rejecting decision {package:?} @ {version} because its dependencies conflict"
            );
            Some(satisfied)
        } else {
            log::info!("adding decision: {package:?} @ {version}");
            self.add_decision(package, version);
            None
        }
    }

    /// Check if the terms in the partial solution satisfy the incompatibility.
    pub(crate) fn relation(
        &self,
        incompat: &Incompatibility<DP::P, DP::VS, DP::M>,
    ) -> Relation<DP::P> {
        incompat.relation(|package| self.term_intersection_for_package(package))
    }

    /// Retrieve intersection of terms related to package.
    pub(crate) fn term_intersection_for_package(
        &self,
        package: Id<DP::P>,
    ) -> Option<&Term<DP::VS>> {
        self.package_assignments
            .get(&package)
            .map(|pa| pa.assignments_intersection.term())
    }

    /// Figure out if the satisfier and previous satisfier are of different decision levels.
    #[allow(clippy::type_complexity)]
    pub(crate) fn satisfier_search(
        &self,
        incompat: &Incompatibility<DP::P, DP::VS, DP::M>,
        store: &Arena<Incompatibility<DP::P, DP::VS, DP::M>>,
    ) -> (Id<DP::P>, SatisfierSearch<DP::P, DP::VS, DP::M>) {
        let satisfied_map = Self::find_satisfier(incompat, &self.package_assignments);
        let (&satisfier_package, &(satisfier_cause, _, satisfier_decision_level)) = satisfied_map
            .iter()
            .max_by_key(|(_p, (_, global_index, _))| global_index)
            .unwrap();
        let previous_satisfier_level = Self::find_previous_satisfier(
            incompat,
            satisfier_package,
            satisfied_map,
            &self.package_assignments,
            store,
        );
        let search_result = if previous_satisfier_level >= satisfier_decision_level {
            SatisfierSearch::SameDecisionLevels {
                satisfier_cause: satisfier_cause.unwrap(),
            }
        } else {
            SatisfierSearch::DifferentDecisionLevels {
                previous_satisfier_level,
            }
        };
        (satisfier_package, search_result)
    }

    /// A satisfier is the earliest assignment in partial solution such that the incompatibility
    /// is satisfied by the partial solution up to and including that assignment.
    ///
    /// Returns a map indicating for each package term, when that was first satisfied in history.
    /// If we effectively found a satisfier, the returned map must be the same size that incompat.
    ///
    /// Question: This is possible since we added a "global_index" to every dated_derivation.
    /// It would be nice if we could get rid of it, but I don't know if then it will be possible
    /// to return a coherent previous_satisfier_level.
    #[allow(clippy::type_complexity)]
    fn find_satisfier(
        incompat: &Incompatibility<DP::P, DP::VS, DP::M>,
        package_assignments: &FnvIndexMap<Id<DP::P>, PackageAssignments<DP::P, DP::VS, DP::M>>,
    ) -> SatisfiedMap<DP::P, DP::VS, DP::M> {
        let mut satisfied = SmallMap::Empty;
        for (package, incompat_term) in incompat.iter() {
            let pa = package_assignments.get(&package).expect("Must exist");
            satisfied.insert(package, pa.satisfier(package, &incompat_term.negate()));
        }
        satisfied
    }

    /// Earliest assignment in the partial solution before satisfier
    /// such that incompatibility is satisfied by the partial solution up to
    /// and including that assignment plus satisfier.
    #[allow(clippy::type_complexity)]
    fn find_previous_satisfier(
        incompat: &Incompatibility<DP::P, DP::VS, DP::M>,
        satisfier_package: Id<DP::P>,
        mut satisfied_map: SatisfiedMap<DP::P, DP::VS, DP::M>,
        package_assignments: &FnvIndexMap<Id<DP::P>, PackageAssignments<DP::P, DP::VS, DP::M>>,
        store: &Arena<Incompatibility<DP::P, DP::VS, DP::M>>,
    ) -> DecisionLevel {
        // First, let's retrieve the previous derivations and the initial accum_term.
        let satisfier_pa = package_assignments.get(&satisfier_package).unwrap();
        let (satisfier_cause, _gidx, _dl) = satisfied_map.get(&satisfier_package).unwrap();

        let accum_term = if let &Some(cause) = satisfier_cause {
            store[cause].get(satisfier_package).unwrap().negate()
        } else {
            match &satisfier_pa.assignments_intersection {
                AssignmentsIntersection::Derivations(_) => panic!("must be a decision"),
                AssignmentsIntersection::Decision {
                    decision_level: _,
                    version: _,
                    term,
                } => term.clone(),
            }
        };

        let incompat_term = incompat
            .get(satisfier_package)
            .expect("satisfier package not in incompat");

        satisfied_map.insert(
            satisfier_package,
            satisfier_pa.satisfier(
                satisfier_package,
                &accum_term.intersection(&incompat_term.negate()),
            ),
        );

        // Finally, let's identify the decision level of that previous satisfier.
        let (_, &(_, _, decision_level)) = satisfied_map
            .iter()
            .max_by_key(|(_p, (_, global_index, _))| global_index)
            .unwrap();
        decision_level.max(DecisionLevel(1))
    }

    pub(crate) fn current_decision_level(&self) -> DecisionLevel {
        self.current_decision_level
    }
}

impl<P: Package, VS: VersionSet, M: Eq + Clone + Debug + Display> PackageAssignments<P, VS, M> {
    fn satisfier(
        &self,
        package: Id<P>,
        start_term: &Term<VS>,
    ) -> (Option<IncompId<P, VS, M>>, u32, DecisionLevel) {
        let empty = Term::empty();
        // Indicate if we found a satisfier in the list of derivations, otherwise it will be the decision.
        let idx = self
            .dated_derivations
            .as_slice()
            .partition_point(|dd| !dd.accumulated_intersection.is_disjoint(start_term));
        if let Some(dd) = self.dated_derivations.get(idx) {
            debug_assert_eq!(dd.accumulated_intersection.intersection(start_term), empty);
            return (Some(dd.cause), dd.global_index, dd.decision_level);
        }
        // If it wasn't found in the derivations,
        // it must be the decision which is last (if called in the right context).
        match &self.assignments_intersection {
            AssignmentsIntersection::Decision {
                decision_level: global_index,
                version: _,
                term: _,
            } => (None, *global_index, self.highest_decision_level),
            AssignmentsIntersection::Derivations(accumulated_intersection) => {
                unreachable!(
                    concat!(
                        "while processing package {:?}: ",
                        "accum_term = {} has overlap with incompat_term = {}, ",
                        "which means the last assignment should have been a decision, ",
                        "but instead it was a derivation. This shouldn't be possible! ",
                        "(Maybe your Version ordering is broken?)"
                    ),
                    package, accumulated_intersection, start_term
                )
            }
        }
    }
}

impl<VS: VersionSet> AssignmentsIntersection<VS> {
    /// Returns the term intersection of all assignments (decision included).
    fn term(&self) -> &Term<VS> {
        match self {
            Self::Decision {
                decision_level: _,
                version: _,
                term,
            } => term,
            Self::Derivations(term) => term,
        }
    }

    /// A package is a potential pick if there isn't an already
    /// selected version (no "decision")
    /// and if it contains at least one positive derivation term
    /// in the partial solution.
    fn potential_package_filter(&self) -> Option<&VS> {
        match self {
            Self::Decision { .. } => None,
            Self::Derivations(term_intersection) => {
                if term_intersection.is_positive() {
                    Some(term_intersection.unwrap_positive())
                } else {
                    None
                }
            }
        }
    }
}