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Nl2lin - integrate a linear under approximation of a CAD cell by Valentin Promies. (#8982)

* outline of signature for assignment based conflict generation

Signed-off-by: Nikolaj Bjorner <nbjorner@microsoft.com>

* outline of interface contract

Signed-off-by: Nikolaj Bjorner <nbjorner@microsoft.com>

* remove confusing construction

Signed-off-by: Nikolaj Bjorner <nbjorner@microsoft.com>

* add material in nra-solver to interface

Signed-off-by: Nikolaj Bjorner <nbjorner@microsoft.com>

* add marshaling from nlsat lemmas into core solver

Signed-off-by: Nikolaj Bjorner <nbjorner@microsoft.com>

* tidy

Signed-off-by: Nikolaj Bjorner <nbjorner@microsoft.com>

* add call to check-assignment

Signed-off-by: Nikolaj Bjorner <nbjorner@microsoft.com>

* Nl2lin (#7795)

* add linearized projection in nlsat

* implement nlsat check for given assignment

* add some comments

* fixup loop

Signed-off-by: Nikolaj Bjorner <nbjorner@microsoft.com>

* updates

Signed-off-by: Nikolaj Bjorner <nbjorner@microsoft.com>

* fixes

Signed-off-by: Nikolaj Bjorner <nbjorner@microsoft.com>

* debug nl2lin

Signed-off-by: Lev Nachmanson <levnach@hotmail.com>

* Nl2lin (#7827)

* fix linear projection

* fix linear projection

* use an explicit cell description in check_assignment

* clean up (#7844)

* Simplify no effect checks in nla_core.cpp

Move up linear nlsat call to replace bounded nlsat.

* t

Signed-off-by: Lev Nachmanson <levnach@hotmail.com>

* t

Signed-off-by: Lev Nachmanson <levnach@hotmail.com>

* detangle mess

Signed-off-by: Nikolaj Bjorner <nbjorner@microsoft.com>

* remove the too early return

Signed-off-by: Lev Nachmanson <levnach@hotmail.com>

* do not set use_nra_model to true

Signed-off-by: Lev Nachmanson <levnach@hotmail.com>

* remove a comment

Signed-off-by: Lev Nachmanson <levnach@hotmail.com>

* add a hook to add new multiplication definitions in nla_core

* add internalization routine that uses macro-expanded polynomial representation

Signed-off-by: Nikolaj Bjorner <nbjorner@microsoft.com>

* add internalization routine that uses macro-expanded polynomial representation

Signed-off-by: Nikolaj Bjorner <nbjorner@microsoft.com>

* fixup backtranslation to not use roots

Signed-off-by: Nikolaj Bjorner <nbjorner@microsoft.com>

* call setup_assignment_solver instead of setup_solver

Signed-off-by: Nikolaj Bjorner <nbjorner@microsoft.com>

* debug the setup, still not working

Signed-off-by: Lev Nachmanson <levnach@hotmail.com>

* updated clang format

Signed-off-by: Nikolaj Bjorner <nbjorner@microsoft.com>

* simplify

Signed-off-by: Nikolaj Bjorner <nbjorner@microsoft.com>

* create polynomials with integer coefficients, use the hook to create new monomials

Signed-off-by: Lev Nachmanson <levnach@hotmail.com>

* integrating changes from master related to work with polynomials

Signed-off-by: Lev Nachmanson <levnach@hotmail.com>

* add forgotten files

Signed-off-by: Lev Nachmanson <levnach@hotmail.com>

* Update nlsat_explain.cpp

Remove a duplicate call

* fix

* move linear cell construction to levelwise

* fix

* fix

* Port throttle and soundness fixes from master

- Fix soundness: pop incomplete lemma from m_lemmas on add_lemma failure
- Gracefully handle root atoms in add_lemma
- Throttle check_assignment with failure counter (decrement on success)
- Add arith.nl.nra_check_assignment parameter

Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>

* Add arith.nl.nra_check_assignment_max_fail parameter

Replace hardcoded failure threshold with configurable parameter (default 10).

Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>

* Add cha_abort_on_fail parameter to control failure counter decrement

Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>

* abort nla check_assignment after a set number of allowed failures

Signed-off-by: Lev Nachmanson <levnach@hotmail.com>

* Add missing AST query methods to Java API (#8977)

* add Expr.isGround() to Java API

Expose Z3_is_ground as a public method on Expr. Returns true when the
expression contains no free variables.

* add Expr.isLambda() to Java API

Expose Z3_is_lambda as a public method on Expr. Returns true when the
expression is a lambda quantifier.

* add AST.getDepth() to Java API

Expose Z3_get_depth as a public method on AST. Returns the maximum
number of nodes on any path from root to leaf.

* add ArraySort.getArity() to Java API

Expose Z3_get_array_arity as a public method on ArraySort. Returns
the number of dimensions of a multi-dimensional array sort.

* add DatatypeSort.isRecursive() to Java API

Expose Z3_is_recursive_datatype_sort as a public method on
DatatypeSort. Returns true when the datatype refers to itself.

* add FPExpr.isNumeral() to Java API

Expose Z3_fpa_is_numeral as a public method on FPExpr. Returns true
when the expression is a concrete floating-point value.

* add isGroundExample test to JavaExample

Test Expr.isGround() on constants, variables, and compound
expressions.

* add astDepthExample test to JavaExample

Test AST.getDepth() on leaf nodes and nested expressions to verify
the depth computation.

* add arrayArityExample test to JavaExample

Test ArraySort.getArity() on single-domain and multi-domain array
sorts.

* add recursiveDatatypeExample test to JavaExample

Test DatatypeSort.isRecursive() on a recursive list datatype and a
non-recursive pair datatype.

* add fpNumeralExample test to JavaExample

Test FPExpr.isNumeral() on a floating point constant and a symbolic
variable.

* add isLambdaExample test to JavaExample

Test Expr.isLambda() on a lambda expression and a plain variable.

* change the default number of failures in check_assignment to 7

Signed-off-by: Lev Nachmanson <levnach@hotmail.com>

* Fix high and medium priority API coherence issues (Go, Java, C++, TypeScript) (#8983)

* Initial plan

* Add missing API functions to Go, Java, C++, and TypeScript bindings

Co-authored-by: NikolajBjorner <3085284+NikolajBjorner@users.noreply.github.com>

---------

Co-authored-by: copilot-swe-agent[bot] <198982749+Copilot@users.noreply.github.com>
Co-authored-by: NikolajBjorner <3085284+NikolajBjorner@users.noreply.github.com>

* qf-s-benchmark: debug build + seq tracing + seq-fast/nseq-slow trace analysis (#8988)

* Initial plan

* Update qf-s-benchmark: debug build, seq tracing, trace analysis

Co-authored-by: NikolajBjorner <3085284+NikolajBjorner@users.noreply.github.com>

---------

Co-authored-by: copilot-swe-agent[bot] <198982749+Copilot@users.noreply.github.com>
Co-authored-by: NikolajBjorner <3085284+NikolajBjorner@users.noreply.github.com>

* disable linear approximation by default to check the merge

Signed-off-by: Lev Nachmanson <levnach@hotmail.com>

* set check_assignment to true

Signed-off-by: Lev Nachmanson <levnach@hotmail.com>

* fix restore_x by recalulating new column values

Signed-off-by: Lev Nachmanson <levnach@hotmail.com>

* fix restore_x by recalulating new column values

Signed-off-by: Lev Nachmanson <levnach@hotmail.com>

* fix a memory leak

Signed-off-by: Lev Nachmanson <levnach@hotmail.com>

---------

Signed-off-by: Nikolaj Bjorner <nbjorner@microsoft.com>
Signed-off-by: Lev Nachmanson <levnach@hotmail.com>
Co-authored-by: Nikolaj Bjorner <nbjorner@microsoft.com>
Co-authored-by: ValentinPromies <44966217+ValentinPromies@users.noreply.github.com>
Co-authored-by: Valentin Promies <valentin.promies@rwth-aachen.de>
Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>
Co-authored-by: Angelica Moreira <48168649+angelica-moreira@users.noreply.github.com>
Co-authored-by: Copilot <198982749+Copilot@users.noreply.github.com>
Co-authored-by: NikolajBjorner <3085284+NikolajBjorner@users.noreply.github.com>
This commit is contained in:
Lev Nachmanson 2026-03-15 06:13:04 -10:00 committed by GitHub
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commit 6fb68ac010
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17 changed files with 497 additions and 22 deletions

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@ -1040,13 +1040,13 @@ namespace nlsat {
\brief Apply model-based projection operation defined in our paper.
*/
bool levelwise_single_cell(polynomial_ref_vector & ps, var max_x, polynomial::cache & cache) {
bool levelwise_single_cell(polynomial_ref_vector & ps, var max_x, polynomial::cache & cache, bool linear=false) {
// Store polynomials for debugging unsound lemmas
m_last_lws_input_polys.reset();
for (unsigned i = 0; i < ps.size(); i++)
m_last_lws_input_polys.push_back(ps.get(i));
levelwise lws(m_solver, ps, max_x, sample(), m_pm, m_am, cache);
levelwise lws(m_solver, ps, max_x, sample(), m_pm, m_am, cache, linear);
auto cell = lws.single_cell();
TRACE(lws, for (unsigned i = 0; i < cell.size(); i++)
display(tout << "I[" << i << "]:", m_solver, cell[i]) << "\n";);
@ -1139,9 +1139,23 @@ namespace nlsat {
x = extract_max_polys(ps);
cac_add_cell_lits(ps, x, samples);
}
}
/**
* \brief compute the resultants of p with each polynomial in ps w.r.t. x
*/
void psc_resultants_with(polynomial_ref_vector const& ps, polynomial_ref p, var const x) {
polynomial_ref q(m_pm);
unsigned sz = ps.size();
for (unsigned i = 0; i < sz; i++) {
q = ps.get(i);
if (q == p) continue;
psc(p, q, x);
}
}
bool check_already_added() const {
for (bool b : m_already_added_literal) {
(void)b;
@ -1698,6 +1712,38 @@ namespace nlsat {
}
void compute_linear_explanation(unsigned num, literal const * ls, scoped_literal_vector & result) {
SASSERT(check_already_added());
SASSERT(num > 0);
SASSERT(max_var(num, ls) != 0 || m_solver.sample().is_assigned(0));
TRACE(nlsat_explain,
tout << "the infeasible clause:\n";
display(tout, m_solver, num, ls) << "\n";
m_solver.display_assignment(tout << "assignment:\n");
);
m_result = &result;
m_lower_stage_polys.reset();
collect_polys(num, ls, m_ps);
for (unsigned i = 0; i < m_lower_stage_polys.size(); i++) {
m_ps.push_back(m_lower_stage_polys.get(i));
}
if (m_ps.empty())
return;
// We call levelwise directly without normalize, simplify, elim_vanishing to preserve the original polynomials
var max_x = max_var(m_ps);
bool levelwise_ok = levelwise_single_cell(m_ps, max_x+1, m_cache, true); // max_x+1 because we have a full sample
SASSERT(levelwise_ok);
m_solver.record_levelwise_result(levelwise_ok);
reset_already_added();
m_result = nullptr;
TRACE(nlsat_explain, display(tout << "[explain] result\n", m_solver, result) << "\n";);
CASSERT("nlsat", check_already_added());
}
void project(var x, unsigned num, literal const * ls, scoped_literal_vector & result) {
unsigned base = result.size();
while (true) {
@ -1876,6 +1922,10 @@ namespace nlsat {
m_imp->compute_conflict_explanation(n, ls, result);
}
void explain::compute_linear_explanation(unsigned n, literal const * ls, scoped_literal_vector & result) {
m_imp->compute_linear_explanation(n, ls, result);
}
void explain::project(var x, unsigned n, literal const * ls, scoped_literal_vector & result) {
m_imp->project(x, n, ls, result);
}