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seq_monadic: add light Antimirov cofactor mode (#10323)
Light-weight Antimirov cofactors for seq_monadic
================================================
Overview
--------
The seq_monadic solver explores symbolic regex derivatives when
computing live
states and product transitions. Its original transition representation
used
Brzozowski cofactors.
This change adds a light-weight Antimirov representation. It first
computes the
existing Brzozowski cofactors and then decomposes targets whose outer
shape is
s1 | ... | sn
or
(s1 | ... | sn) . tail
into separate transitions. Concatenations are maintained in
right-associative
form, so a distributable union occurs as the head of the concatenation.
Targets are reconstructed with mk_regex_concat to preserve
normalization.
After decomposition, transitions with the same target are merged by
disjoining
their guards. The existing path-aware cofactor traversal and range
predicates
are therefore retained.
Example
-------
For
r = .* a .{k}
the Brzozowski cofactors have the shape
[a, r | .{k}]
[^a, r]
The light-weight Antimirov transformation produces
[., r]
[a, .{k}]
This preserves the language while avoiding the deterministic subset
states
that grow exponentially on this family.
Modes
-----
seq_monadic exposes two transition modes:
light_antimirov default
brzozowski retained as an explicit option
The implementation is seq_rewriter::light_ant_derivative_cofactors.
Correctness
-----------
The seq_monadic unit tests run in both modes. They cover character and
generic
element sequences, multiple and repeated variables, variable
constraints,
bounded loops, conjunctions of memberships, and witness construction. A
focused test checks the cofactor transformation above. The complete
94-test
unit suite used during evaluation passed. The benchmark harness is not
registered as a normal unit test; after detaching it, all 93 registered
tests
pass.
Benchmark evaluation
--------------------
The final optimized comparison used all 1,545 SMT2 files under
C:\git\bench\inputs\regexes. Each file was run in a separate process
with a
15-second timeout. There were 1,513 cases where both modes completed
without a
process failure or timeout.
Brzozowski Light-Ant
paired solver time 94.98 s 63.26 s
median solver time 1.734 ms 0.710 ms
derivative calls 5.70 M 3.39 M
cofactors 13.33 M 6.99 M
live states 2.74 M 0.44 M
product states 652.8 K 642.8 K
Light-Ant reduced paired solver time by 33.4%, derivative calls by
40.5%,
cofactors by 47.5%, and live states by 84.0%. It was faster on 1,091
cases;
Brzozowski was faster on 421 cases.
Light-Ant changed 131 Brzozowski undef results to sat. There were no
reverse
verdict changes and no mismatches against known sat/unsat statuses. Both
modes
had two timeouts. Process failures decreased from 30 to 27.
By corpus, paired solver time improved by 39.1% on ClemensRegex and by
11.9% on
MargusRegex.
Alternatives considered
-----------------------
Direct use of full Antimirov derivatives was also evaluated. It
introduced
large performance outliers, particularly around intersections, and
produced
additional undef results and timeouts. Disabling intersection-over-union
distribution improved some of these cases but remained slower and less
robust
than the light-weight transformation. The direct full-Ant mode was
therefore
removed from this change.
Copilot-Session: a2ce3573-4e15-4a4a-afb5-21e3cb04e4a2
This commit is contained in:
parent
214726519d
commit
683cb4ec03
5 changed files with 152 additions and 11 deletions
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@ -22,8 +22,6 @@ TODOs:
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- track unsat cores and expose them as explain functionality
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- if perf suffers: use DFS backtracking search instead of DNF expansion (space overhead)
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- create a validation harness: expose certificates for correctness that can be checked.
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- handle transitions into unions and concatenations over unions
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- establish a perf harness
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- extend with lower and upper bound constraints
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- encapsulate within general interface:
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create: undo_trail x dependency_manager x ast_manager -> regex_membership
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@ -229,6 +227,13 @@ expr_ref seq_monadic::der_elem(expr* r, expr* elem) {
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return d2;
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}
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void seq_monadic::derivative_cofactors(expr* r, expr_ref_pair_vector& result) {
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if (m_mode == transition_mode::light_antimirov)
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m_rw.light_ant_derivative_cofactors(r, result);
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else
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m_rw.brz_derivative_cofactors(r, result);
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}
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void seq_monadic::live_states(expr* R, ptr_vector<expr>& out, bool& ok) {
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ok = true;
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obj_map<expr, unsigned> id;
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@ -251,7 +256,7 @@ void seq_monadic::live_states(expr* R, ptr_vector<expr>& out, bool& ok) {
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for (unsigned i = 0; i < states.size(); ++i) {
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if (states.size() > STATE_CAP || !m.inc()) { ok = false; return; }
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expr_ref_pair_vector cof(m);
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m_rw.brz_derivative_cofactors(states.get(i), cof);
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derivative_cofactors(states.get(i), cof);
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for (auto const& [g, t] : cof) {
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if (re().is_empty(t)) continue;
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unsigned k = intern(t); // MUST precede succ[i] indexing: intern may
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@ -357,7 +362,7 @@ lbool seq_monadic::product_nonempty(svector<component> const& comps, expr_ref* w
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std::vector<std::vector<std::pair<expr*, expr*>>> branches(n);
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for (unsigned i = 0; i < n; ++i) {
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expr_ref_pair_vector cof(m);
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m_rw.brz_derivative_cofactors(st[i], cof);
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derivative_cofactors(st[i], cof);
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for (auto const& [g, t] : cof) {
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if (re().is_empty(t)) continue;
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m_pin.push_back(t);
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@ -15,9 +15,9 @@ Abstract:
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derivatives).
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Self-contained decision procedure: NO Nielsen splitting (seq_split), NO minterms,
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and NO materialization of reach(q) as a regex. It relies only on the symbolic
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Brzozowski derivative (brz_derivative_cofactors as a transition regex) and on
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automaton product-reachability for emptiness.
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and NO materialization of reach(q) as a regex. It uses symbolic derivative
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cofactors as Brzozowski states or Brzozowski states post-processed into
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light-weight Antimirov states, and automaton product-reachability for emptiness.
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Method. For a term x.u in R and the whole-language split, x drives the derivative
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automaton of R from R to some live state q, and the rest u must be accepted from q:
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@ -59,10 +59,18 @@ Author:
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#include <utility>
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class seq_monadic {
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public:
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enum class transition_mode {
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brzozowski,
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light_antimirov
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};
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private:
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ast_manager& m;
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seq_rewriter& m_rw;
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th_rewriter m_thrw; // normalizes constant-element derivatives (folds
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// ground guards so dead states become re.empty)
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transition_mode m_mode;
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sort* m_seq_sort = nullptr; // sequence sort of the regex under analysis
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sort* m_elem_sort = nullptr; // element sort of that sequence sort
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expr_ref_vector m_pin; // pins derivative states / witnesses referenced later
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@ -86,6 +94,9 @@ class seq_monadic {
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// Brzozowski derivative of regex `r` by the concrete element `elem`.
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expr_ref der_elem(expr* r, expr* elem);
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// Symbolic transition cofactors in the selected mode.
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void derivative_cofactors(expr* r, expr_ref_pair_vector& result);
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// Live reachable derivative states of R (BFS over cofactor targets + liveness
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// least-fixpoint). These are the split states q. Sets `ok` false on a cap overrun.
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void live_states(expr* R, ptr_vector<expr>& out, bool& ok);
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@ -119,7 +130,10 @@ class seq_monadic {
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obj_map<expr, expr*>* model);
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public:
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seq_monadic(seq_rewriter& rw) : m(rw.m()), m_rw(rw), m_thrw(rw.m()), m_pin(rw.m()) {}
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seq_monadic(seq_rewriter& rw, transition_mode mode = transition_mode::light_antimirov) :
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m(rw.m()), m_rw(rw), m_thrw(rw.m()), m_mode(mode), m_pin(rw.m()) {}
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transition_mode mode() const { return m_mode; }
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// Decide (str.in_re term R) for a term that is a concatenation of string variables
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// (possibly repeated / several distinct) and constant characters.
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@ -2931,6 +2931,66 @@ expr_ref seq_rewriter::mk_derivative(expr* ele, expr* r) {
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return result;
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}
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void seq_rewriter::light_ant_derivative_cofactors(expr* r, expr_ref_pair_vector& result) {
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expr_ref_pair_vector brz(m());
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m_derive.derivative_cofactors(r, brz);
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obj_map<expr, unsigned> target_index;
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expr_ref_vector guards(m());
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expr_ref_vector targets(m());
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auto add = [&](expr* guard, expr* target) {
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unsigned index = 0;
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if (target_index.find(target, index)) {
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expr_ref merged(m());
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m_br.mk_or(guards.get(index), guard, merged);
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guards.set(index, merged);
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}
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else {
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target_index.insert(target, targets.size());
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targets.push_back(target);
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guards.push_back(guard);
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}
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};
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for (auto const& [guard, target] : brz) {
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ptr_vector<expr> pending;
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pending.push_back(target);
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while (!pending.empty()) {
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expr* t = pending.back();
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pending.pop_back();
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expr* left = nullptr, * right = nullptr;
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if (re().is_union(t, left, right)) {
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pending.push_back(right);
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pending.push_back(left);
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}
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else if (re().is_concat(t, left, right) && re().is_union(left)) {
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ptr_vector<expr> heads;
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heads.push_back(left);
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while (!heads.empty()) {
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expr* head = heads.back();
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heads.pop_back();
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expr* a = nullptr, * b = nullptr;
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if (re().is_union(head, a, b)) {
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heads.push_back(b);
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heads.push_back(a);
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}
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else {
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expr_ref split = mk_regex_concat(head, right);
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add(guard, split);
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}
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}
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}
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else {
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add(guard, t);
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}
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}
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}
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result.reset();
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for (unsigned i = 0; i < targets.size(); ++i)
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result.push_back(guards.get(i), targets.get(i));
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}
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expr_ref seq_rewriter::mk_regex_union_normalize(expr* r1, expr* r2) {
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expr_ref _r1(r1, m()), _r2(r2, m());
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@ -475,6 +475,13 @@ public:
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m_derive.derivative_cofactors(r, result);
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}
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/*
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Compute Brzozowski cofactors, then expose nondeterminism in targets of the
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form (s1 | ... | sn) or (s1 | ... | sn) . tail. Cofactors with the same
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resulting target are merged by disjoining their guards.
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*/
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void light_ant_derivative_cofactors(expr* r, expr_ref_pair_vector& result);
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// heuristic elimination of element from condition that comes form a derivative.
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// special case optimization for conjunctions of equalities, disequalities and ranges.
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void elim_condition(expr* elem, expr_ref& cond);
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