alarsyo/spot
1
0
Fork 0
Code Issues Pull requests Projects Releases Wiki Activity

Introduce simplify_mealy

Browse source 
Convenience function dispatching to
minimize_mealy and reduce_mealy.
Change tests accordingly

* spot/twaalgos/mealy_machine.cc,
  spot/twaalgos/mealy_machine.hh: Here
* bin/ltlsynt.cc: Use simplify
* spot/twaalgos/synthesis.cc,
  spot/twaalgos/synthesis.hh: Remove
 minimization, Update options
* tests/core/ltlsynt.test,
  tests/python/synthesis.ipynb,
  tests/python/_synthesis.ipynb: Adapt
This commit is contained in:
Philipp Schlehuber-Caissier 2022-03-18 15:27:46 +01:00
parent 86de4d4052
commit 97fc3f6c0b
8 changed files with 901 additions and 327 deletions
Download patch file Download diff file Expand all files Collapse all files

64
bin/ltlsynt.cc
View file

@ -408,14 +408,13 @@ namespace
spot::mealy_like ml; spot::mealy_like ml;
ml.success = ml.success =
spot::mealy_like::realizability_code::REALIZABLE_REGULAR; spot::mealy_like::realizability_code::REALIZABLE_REGULAR;
if (opt_print_aiger) // By default this produces a split machine
// we do not care about the type, ml.mealy_like =
// machine to aiger can handle it spot::solved_game_to_mealy(arena, *gi);
ml.mealy_like = // Keep the machine split for aiger
spot::solved_game_to_mealy(arena, *gi); // else -> separated
else spot::simplify_mealy_here(ml.mealy_like, *gi,
ml.mealy_like = opt_print_aiger);
spot::solved_game_to_separated_mealy(arena, *gi);
ml.glob_cond = bddfalse; ml.glob_cond = bddfalse;
mealy_machines.push_back(ml); mealy_machines.push_back(ml);
} }
@ -429,51 +428,10 @@ namespace
assert(m_like.mealy_like && "Expected success but found no mealy!"); assert(m_like.mealy_like && "Expected success but found no mealy!");
if (!opt_real) if (!opt_real)
{ {
spot::stopwatch sw_direct; // Keep the machine split for aiger
sw_direct.start(); // else -> separated
spot::simplify_mealy_here(m_like.mealy_like, *gi,
if ((0 < gi->minimize_lvl) && (gi->minimize_lvl < 3)) opt_print_aiger);
// Uses reduction or not,
// both work with mealy machines (non-separated)
reduce_mealy_here(m_like.mealy_like, gi->minimize_lvl == 2);
auto delta = sw_direct.stop();
sw_direct.start();
// todo better algo here?
m_like.mealy_like =
split_2step(m_like.mealy_like,
spot::get_synthesis_outputs(m_like.mealy_like),
false);
if (gi->bv)
gi->bv->split_time += sw_direct.stop();
sw_direct.start();
if (gi->minimize_lvl >= 3)
{
sw_direct.start();
// actual minimization, works on split mealy
m_like.mealy_like = minimize_mealy(m_like.mealy_like,
gi->minimize_lvl - 4);
delta = sw_direct.stop();
}
// If our goal is to have an aiger,
// we can use split or separated machines
if (!opt_print_aiger)
// Unsplit to have separated mealy
m_like.mealy_like = unsplit_mealy(m_like.mealy_like);
if (gi->bv)
gi->bv->strat2aut_time += delta;
if (gi->verbose_stream)
*gi->verbose_stream << "final strategy has "
<< m_like.mealy_like->num_states()
<< " states and "
<< m_like.mealy_like->num_edges()
<< " edges\n"
<< "minimization took " << delta
<< " seconds\n";
} }
SPOT_FALLTHROUGH; SPOT_FALLTHROUGH;
} }

167
spot/twaalgos/mealy_machine.cc
View file

@ -135,11 +135,12 @@ namespace spot
if (!is_mealy(m)) if (!is_mealy(m))
return false; return false;
if (m->get_named_prop<region_t>("state-player") == nullptr) if (!m->get_named_prop<region_t>("state-player"))
{ {
trace << "is_split_mealy(): Split mealy machine must define the named " trace << "is_split_mealy(): Split mealy machine must define the named "
"property \"state-player\"!\n"; "property \"state-player\"!\n";
} }
auto sp = get_state_players(m); auto sp = get_state_players(m);
if (sp.size() != m->num_states()) if (sp.size() != m->num_states())
@ -1027,6 +1028,28 @@ namespace
std::pair<const_twa_graph_ptr, unsigned> std::pair<const_twa_graph_ptr, unsigned>
reorganize_mm(const_twa_graph_ptr mm, const std::vector<bool>& sp) reorganize_mm(const_twa_graph_ptr mm, const std::vector<bool>& sp)
{ {
// Check if the twa_graph already has the correct form
{
auto sp = get_state_players(mm);
// All player states mus be at the end
bool is_ok = true;
bool seen_player = false;
for (const auto& p : sp)
{
if (seen_player & !p)
{
is_ok = false;
break;
}
seen_player |= p;
}
if (is_ok)
return {mm,
mm->num_states()
- std::accumulate(sp.begin(), sp.end(), 0)};
}
// We actually need to generate a new graph with the correct
// form
// Purge unreachable and reorganize the graph // Purge unreachable and reorganize the graph
std::vector<unsigned> renamed(mm->num_states(), -1u); std::vector<unsigned> renamed(mm->num_states(), -1u);
const unsigned n_old = mm->num_states(); const unsigned n_old = mm->num_states();
@ -3607,7 +3630,7 @@ namespace spot
twa_graph_ptr minimize_mealy(const const_twa_graph_ptr& mm, twa_graph_ptr minimize_mealy(const const_twa_graph_ptr& mm,
int premin) int premin)
{ {
assert(is_split_mealy(mm)); assert(is_mealy(mm));
stopwatch sw; stopwatch sw;
sw.start(); sw.start();
@ -3615,38 +3638,33 @@ namespace spot
if ((premin < -1) || (premin > 1)) if ((premin < -1) || (premin > 1))
throw std::runtime_error("premin has to be -1, 0 or 1"); throw std::runtime_error("premin has to be -1, 0 or 1");
auto orig_spref = get_state_players(mm);
// Check if finite traces exist
// If so, deactivate fast minimization
// todo : this is overly conservative
// If unreachable states have no outgoing edges we do not care
// but testing this as well starts to be expensive...
if (premin != -1
&& [&]()
{
for (unsigned s = 0; s < mm->num_states(); ++s)
{
auto eit = mm->out(s);
if (eit.begin() == eit.end())
return true;
}
return false;
}())
premin = -1;
auto do_premin = [&]()->const_twa_graph_ptr auto do_premin = [&]()->const_twa_graph_ptr
{ {
if (premin == -1) if (premin == -1)
return mm; {
if (!mm->get_named_prop<region_t>("state-player"))
return split_2step(mm, false);
else
return mm;
}
else else
{ {
bool is_split = mm->get_named_prop<region_t>("state-player");
// We have a split machine -> unsplit then resplit, // We have a split machine -> unsplit then resplit,
// as reduce mealy works on separated // as reduce mealy works on separated
auto mms = unsplit_mealy(mm); twa_graph_ptr mms;
reduce_mealy_here(mms, premin == 1); if (is_split)
split_separated_mealy_here(mms); {
return mms; auto mmi = unsplit_2step(mm);
reduce_mealy_here(mmi, premin == 1);
split_separated_mealy_here(mmi);
return mmi;
}
else
{
auto mms = reduce_mealy(mm, premin == 1);
return split_2step(mms, false);
}
} }
}; };
@ -3689,9 +3707,13 @@ namespace spot
auto early_exit = [&]() auto early_exit = [&]()
{ {
// Always keep machines split // Always keep machines split
assert(is_split_mealy_specialization(mm, mmw)); if (mm->get_named_prop<region_t>("state-player"))
assert(is_split_mealy_specialization(mm, mmw));
else
assert(is_split_mealy_specialization(split_2step(mm, false),
mmw));
return std::const_pointer_cast<twa_graph>(mmw); return std::const_pointer_cast<twa_graph>(mmw);
}; };
// If the partial solution has the same number of // If the partial solution has the same number of
// states as the original automaton -> we are done // states as the original automaton -> we are done
@ -3897,4 +3919,91 @@ namespace spot
return p; return p;
} }
void
simplify_mealy_here(twa_graph_ptr& m, int minimize_lvl,
bool split_out)
{
auto si = synthesis_info();
si.minimize_lvl = minimize_lvl;
return simplify_mealy_here(m, si, split_out);
}
void
simplify_mealy_here(twa_graph_ptr& m, synthesis_info& si,
bool split_out)
{
const auto minimize_lvl = si.minimize_lvl;
assert(is_mealy(m)
&& "simplify_mealy_here(): m is not a mealy machine!");
if (minimize_lvl < 0 || 5 < minimize_lvl)
throw std::runtime_error("simplify_mealy_here(): minimize_lvl "
"must be between 0 and 5.");
stopwatch sw;
if (si.bv)
sw.start();
bool is_separated = false;
if (0 < minimize_lvl && minimize_lvl < 3)
{
// unsplit if necessary
if (m->get_named_prop<region_t>("state-player"))
{
m = unsplit_mealy(m);
is_separated = true;
}
reduce_mealy_here(m, minimize_lvl == 2);
}
else if (3 <= minimize_lvl)
m = minimize_mealy(m, minimize_lvl - 4);
// Convert to demanded output format
bool is_split = m->get_named_prop<region_t>("state-player");
if (minimize_lvl == 0)
{
if (is_split && !split_out)
m = unsplit_mealy(m);
else if (!is_split && split_out)
m = split_2step(m, false);
}
else if (0 < minimize_lvl && minimize_lvl < 3 && split_out)
{
if (is_separated)
split_separated_mealy_here(m);
else
m = split_2step(m, false);
}
else if (3 <= minimize_lvl && !split_out)
m = unsplit_mealy(m);
if (si.bv)
{
if (si.verbose_stream)
*si.verbose_stream << "simplification took " << sw.stop()
<< " seconds\n";
si.bv->simplify_strat_time += sw.stop();
auto n_s_env = 0u;
auto n_e_env = 0u;
if (auto sp = m->get_named_prop<region_t>("state-player"))
{
n_s_env = sp->size() - std::accumulate(sp->begin(),
sp->end(),
0u);
std::for_each(m->edges().begin(), m->edges().end(),
[&n_e_env, &sp](const auto& e)
{
n_e_env += (*sp)[e.src];
});
}
else
{
n_s_env = m->num_states();
n_e_env = m->num_edges();
}
si.bv->nb_simpl_strat_states += n_s_env;
si.bv->nb_simpl_strat_edges += n_e_env;
}
}
} }

23
spot/twaalgos/mealy_machine.hh
View file

@ -23,6 +23,9 @@
namespace spot namespace spot
{ {
// Forward decl
struct synthesis_info;
/// todo /// todo
/// Comment je faire au mieux pour expliquer mealy dans les doc /// Comment je faire au mieux pour expliquer mealy dans les doc
@ -104,7 +107,7 @@ namespace spot
bool output_assignment = false); bool output_assignment = false);
/// @} /// @}
/// \brief Minimizes a split (in)completely specified mealy machine /// \brief Minimizes an (in)completely specified mealy machine
/// The approach is described in \todo TACAS /// The approach is described in \todo TACAS
/// \param premin Use reduce_mealy before applying the /// \param premin Use reduce_mealy before applying the
/// main algorithm if demanded AND /// main algorithm if demanded AND
@ -138,4 +141,22 @@ namespace spot
SPOT_API twa_graph_ptr SPOT_API twa_graph_ptr
mealy_product(const const_twa_graph_ptr& left, mealy_product(const const_twa_graph_ptr& left,
const const_twa_graph_ptr& right); const const_twa_graph_ptr& right);
/// \brief Convenience function to call minimize_mealy or reduce_mealy.
/// Uses the same convention as ltlsynt for \a minimize_lvl:
/// 0: no reduction
/// 1: bisimulation based reduction
/// 2: bisimulation with output assignment
/// 3: SAT minimization
/// 4: 1 then 3
/// 5: 2 then 3
/// Minimizes the given machine \a m inplace, the parameter
/// \a split_out defines whether it is split or not
SPOT_API void
simplify_mealy_here(twa_graph_ptr& m, int minimize_lvl,
bool split_out);
SPOT_API void
simplify_mealy_here(twa_graph_ptr& m, synthesis_info& si,
bool split_out);
} }

26
spot/twaalgos/synthesis.cc
View file

@ -1051,22 +1051,25 @@ namespace spot
if (!get_state_winner(arena, arena->get_init_state_number())) if (!get_state_winner(arena, arena->get_init_state_number()))
return nullptr; return nullptr;
// If we use minimizations 0,1 or 2 -> unsplit auto m = apply_strategy(arena, false, false);
const bool do_unsplit = gi.minimize_lvl < 3;
auto m = apply_strategy(arena, do_unsplit, false);
m->prop_universal(true); m->prop_universal(true);
if ((0 < gi.minimize_lvl) && (gi.minimize_lvl < 3))
reduce_mealy_here(m, gi.minimize_lvl == 2);
else if (gi.minimize_lvl >= 3)
m = minimize_mealy(m, gi.minimize_lvl - 4);
if (gi.bv) if (gi.bv)
{ {
auto sp = get_state_players(m);
auto n_s_env = sp.size() - std::accumulate(sp.begin(),
sp.end(),
0u);
auto n_e_env = 0u;
std::for_each(m->edges().begin(), m->edges().end(),
[&n_e_env, &sp](const auto& e)
{
n_e_env += sp[e.src];
});
gi.bv->strat2aut_time += sw.stop(); gi.bv->strat2aut_time += sw.stop();
gi.bv->nb_strat_states += m->num_states(); gi.bv->nb_strat_states += n_s_env;
gi.bv->nb_strat_edges += m->num_edges(); gi.bv->nb_strat_edges += n_e_env;
} }
assert(is_mealy(m)); assert(is_mealy(m));
@ -1200,7 +1203,8 @@ namespace spot
{ {
*vs << "direct strategy was found.\n" *vs << "direct strategy was found.\n"
<< "direct strat has " << strat->num_states() << "direct strat has " << strat->num_states()
<< " states and " << strat->num_sets() << " colors\n"; << " states, " << strat->num_edges()
<< " edges and " << strat->num_sets() << " colors\n";
} }
return mealy_like{ return mealy_like{
mealy_like::realizability_code::REALIZABLE_REGULAR, mealy_like::realizability_code::REALIZABLE_REGULAR,

3
spot/twaalgos/synthesis.hh
View file

@ -96,11 +96,14 @@ namespace spot
double paritize_time = 0.0; double paritize_time = 0.0;
double solve_time = 0.0; double solve_time = 0.0;
double strat2aut_time = 0.0; double strat2aut_time = 0.0;
double simplify_strat_time = 0.0;
double aig_time = 0.0; double aig_time = 0.0;
unsigned nb_states_arena = 0; unsigned nb_states_arena = 0;
unsigned nb_states_arena_env = 0; unsigned nb_states_arena_env = 0;
unsigned nb_strat_states = 0; unsigned nb_strat_states = 0;
unsigned nb_strat_edges = 0; unsigned nb_strat_edges = 0;
unsigned nb_simpl_strat_states = 0;
unsigned nb_simpl_strat_edges = 0;
unsigned nb_latches = 0; unsigned nb_latches = 0;
unsigned nb_gates = 0; unsigned nb_gates = 0;
bool realizable = false; bool realizable = false;

39
tests/core/ltlsynt.test
View file

@ -195,7 +195,7 @@ cat >exp <<EOF
trying to create strategy directly for GFa <-> GFb trying to create strategy directly for GFa <-> GFb
tanslating formula done in X seconds tanslating formula done in X seconds
direct strategy was found. direct strategy was found.
direct strat has 1 states and 0 colors direct strat has 1 states, 2 edges and 0 colors
EOF EOF
ltlsynt --ins='a' --outs='b' -f 'GFa <-> GFb' --verbose --realizability 2> out ltlsynt --ins='a' --outs='b' -f 'GFa <-> GFb' --verbose --realizability 2> out
sed 's/ [0-9.e-]* seconds/ X seconds/g' out > outx sed 's/ [0-9.e-]* seconds/ X seconds/g' out > outx
@ -205,9 +205,8 @@ cat >exp <<EOF
trying to create strategy directly for GFa <-> GFb trying to create strategy directly for GFa <-> GFb
tanslating formula done in X seconds tanslating formula done in X seconds
direct strategy was found. direct strategy was found.
direct strat has 1 states and 0 colors direct strat has 1 states, 2 edges and 0 colors
final strategy has 1 states and 2 edges simplification took X seconds
minimization took X seconds
EOF EOF
ltlsynt --ins=a --outs=b -f 'GFa <-> GFb' --verbose --algo=ps 2> out ltlsynt --ins=a --outs=b -f 'GFa <-> GFb' --verbose --algo=ps 2> out
sed 's/ [0-9.e-]* seconds/ X seconds/g' out > outx sed 's/ [0-9.e-]* seconds/ X seconds/g' out > outx
@ -217,7 +216,7 @@ cat >exp <<EOF
trying to create strategy directly for (Fa & Fb & Fc & Fd) <-> GFe trying to create strategy directly for (Fa & Fb & Fc & Fd) <-> GFe
tanslating formula done in X seconds tanslating formula done in X seconds
direct strategy was found. direct strategy was found.
direct strat has 16 states and 0 colors direct strat has 16 states, 81 edges and 0 colors
EOF EOF
ltlsynt --ins='a,b,c,d' --outs='e' -f '(Fa & Fb & Fc & Fd) <-> GFe' \ ltlsynt --ins='a,b,c,d' --outs='e' -f '(Fa & Fb & Fc & Fd) <-> GFe' \
--verbose --realizability --algo=lar 2> out --verbose --realizability --algo=lar 2> out
@ -561,9 +560,8 @@ cat >exp <<EOF
trying to create strategy directly for GFa <-> GFb trying to create strategy directly for GFa <-> GFb
tanslating formula done in X seconds tanslating formula done in X seconds
direct strategy was found. direct strategy was found.
direct strat has 1 states and 0 colors direct strat has 1 states, 2 edges and 0 colors
final strategy has 1 states and 2 edges simplification took X seconds
minimization took X seconds
trying to create strategy directly for Gc trying to create strategy directly for Gc
direct strategy might exist but was not found. direct strategy might exist but was not found.
translating formula done in X seconds translating formula done in X seconds
@ -574,6 +572,7 @@ split inputs and outputs done in X seconds
automaton has 2 states automaton has 2 states
solving game with acceptance: Streett 1 solving game with acceptance: Streett 1
game solved in X seconds game solved in X seconds
simplification took X seconds
EOF EOF
ltlsynt -f '(GFa <-> GFb) && (Gc)' --outs=b,c --verbose 2> out ltlsynt -f '(GFa <-> GFb) && (Gc)' --outs=b,c --verbose 2> out
sed 's/ [0-9.e-]* seconds/ X seconds/g' out > outx sed 's/ [0-9.e-]* seconds/ X seconds/g' out > outx
@ -588,9 +587,8 @@ cat >exp <<EOF
trying to create strategy directly for $f trying to create strategy directly for $f
tanslating formula done in X seconds tanslating formula done in X seconds
direct strategy was found. direct strategy was found.
direct strat has 1 states and 0 colors direct strat has 1 states, 2 edges and 0 colors
final strategy has 1 states and 2 edges simplification took X seconds
minimization took X seconds
EOF EOF
ltlsynt -f "$f" --outs=b,c --verbose --decompose=0 --verify 2> out ltlsynt -f "$f" --outs=b,c --verbose --decompose=0 --verify 2> out
sed 's/ [0-9.e-]* seconds/ X seconds/g' out > outx sed 's/ [0-9.e-]* seconds/ X seconds/g' out > outx
@ -615,9 +613,8 @@ cat >exp <<EOF
trying to create strategy directly for (GFb <-> GFa) & G((a & c) | (!a & !c)) trying to create strategy directly for (GFb <-> GFa) & G((a & c) | (!a & !c))
tanslating formula done in X seconds tanslating formula done in X seconds
direct strategy was found. direct strategy was found.
direct strat has 1 states and 0 colors direct strat has 1 states, 2 edges and 0 colors
final strategy has 1 states and 2 edges simplification took X seconds
minimization took X seconds
EOF EOF
ltlsynt -f '(GFb <-> GFa) && (G((a&c)|(!a&!c)))' --outs=b,c --verbose\ ltlsynt -f '(GFb <-> GFa) && (G((a&c)|(!a&!c)))' --outs=b,c --verbose\
--verify --decompose=0 2> out --verify --decompose=0 2> out
@ -630,9 +627,8 @@ cat >exp <<EOF
trying to create strategy directly for Fa <-> FGb trying to create strategy directly for Fa <-> FGb
tanslating formula done in X seconds tanslating formula done in X seconds
direct strategy was found. direct strategy was found.
direct strat has 2 states and 0 colors direct strat has 2 states, 3 edges and 0 colors
final strategy has 2 states and 3 edges simplification took X seconds
minimization took X seconds
EOF EOF
ltlsynt -f "Fa <-> FGb" --outs=b,c --verbose --decompose=0 --verify 2> out ltlsynt -f "Fa <-> FGb" --outs=b,c --verbose --decompose=0 --verify 2> out
sed 's/ [0-9.e-]* seconds/ X seconds/g' out > outx sed 's/ [0-9.e-]* seconds/ X seconds/g' out > outx
@ -651,6 +647,7 @@ split inputs and outputs done in X seconds
automaton has 9 states automaton has 9 states
solving game with acceptance: Streett 1 solving game with acceptance: Streett 1
game solved in X seconds game solved in X seconds
simplification took X seconds
AIG circuit was created in X seconds and has 0 latches and 0 gates AIG circuit was created in X seconds and has 0 latches and 0 gates
EOF EOF
ltlsynt -f "Ga <-> Gb" --outs=b --verbose --decompose=0 --verify --aiger 2> out ltlsynt -f "Ga <-> Gb" --outs=b --verbose --decompose=0 --verify --aiger 2> out
@ -668,6 +665,7 @@ split inputs and outputs done in X seconds
automaton has 4 states automaton has 4 states
solving game with acceptance: Streett 1 solving game with acceptance: Streett 1
game solved in X seconds game solved in X seconds
simplification took X seconds
trying to create strategy directly for (a | x) -> x trying to create strategy directly for (a | x) -> x
direct strategy might exist but was not found. direct strategy might exist but was not found.
translating formula done in X seconds translating formula done in X seconds
@ -678,6 +676,7 @@ split inputs and outputs done in X seconds
automaton has 4 states automaton has 4 states
solving game with acceptance: Streett 1 solving game with acceptance: Streett 1
game solved in X seconds game solved in X seconds
simplification took X seconds
AIG circuit was created in X seconds and has 0 latches and 0 gates AIG circuit was created in X seconds and has 0 latches and 0 gates
EOF EOF
ltlsynt -f '((a|x) & (b | y) & b) => (x & y)' --outs="x,y" --aiger=ite\ ltlsynt -f '((a|x) & (b | y) & b) => (x & y)' --outs="x,y" --aiger=ite\
@ -697,6 +696,7 @@ split inputs and outputs done in X seconds
automaton has 2 states automaton has 2 states
solving game with acceptance: Streett 1 solving game with acceptance: Streett 1
game solved in X seconds game solved in X seconds
simplification took X seconds
trying to create strategy directly for Gy trying to create strategy directly for Gy
direct strategy might exist but was not found. direct strategy might exist but was not found.
translating formula done in X seconds translating formula done in X seconds
@ -707,6 +707,7 @@ split inputs and outputs done in X seconds
automaton has 2 states automaton has 2 states
solving game with acceptance: Streett 1 solving game with acceptance: Streett 1
game solved in X seconds game solved in X seconds
simplification took X seconds
AIG circuit was created in X seconds and has 0 latches and 0 gates AIG circuit was created in X seconds and has 0 latches and 0 gates
EOF EOF
ltlsynt -f 'G!(!x | !y)' --outs="x, y" --aiger=ite --verify --verbose 2> out ltlsynt -f 'G!(!x | !y)' --outs="x, y" --aiger=ite --verify --verbose 2> out
@ -760,6 +761,7 @@ split inputs and outputs done in X seconds
automaton has 5 states automaton has 5 states
solving game with acceptance: Streett 1 solving game with acceptance: Streett 1
game solved in X seconds game solved in X seconds
simplification took X seconds
AIG circuit was created in X seconds and has 0 latches and 0 gates AIG circuit was created in X seconds and has 0 latches and 0 gates
EOF EOF
ltlsynt -f '(a & b) U (b & c)' --outs=b,c --decompose=yes --aiger --verbose\ ltlsynt -f '(a & b) U (b & c)' --outs=b,c --decompose=yes --aiger --verbose\
@ -780,6 +782,7 @@ split inputs and outputs done in X seconds
automaton has 4 states automaton has 4 states
solving game with acceptance: Streett 1 solving game with acceptance: Streett 1
game solved in X seconds game solved in X seconds
simplification took X seconds
trying to create strategy directly for a -> c trying to create strategy directly for a -> c
direct strategy might exist but was not found. direct strategy might exist but was not found.
translating formula done in X seconds translating formula done in X seconds
@ -790,6 +793,7 @@ split inputs and outputs done in X seconds
automaton has 4 states automaton has 4 states
solving game with acceptance: Streett 1 solving game with acceptance: Streett 1
game solved in X seconds game solved in X seconds
simplification took X seconds
trying to create strategy directly for a -> d trying to create strategy directly for a -> d
direct strategy might exist but was not found. direct strategy might exist but was not found.
translating formula done in X seconds translating formula done in X seconds
@ -800,6 +804,7 @@ split inputs and outputs done in X seconds
automaton has 4 states automaton has 4 states
solving game with acceptance: Streett 1 solving game with acceptance: Streett 1
game solved in X seconds game solved in X seconds
simplification took X seconds
AIG circuit was created in X seconds and has 0 latches and 0 gates AIG circuit was created in X seconds and has 0 latches and 0 gates
EOF EOF
ltlsynt -f 'a => (b & c & d)' --outs=b,c,d, --decompose=yes\ ltlsynt -f 'a => (b & c & d)' --outs=b,c,d, --decompose=yes\

660
tests/python/_synthesis.ipynb
View file

@ -3,6 +3,7 @@
{ {
"cell_type": "code", "cell_type": "code",
"execution_count": 1, "execution_count": 1,
"id": "c54c43ba",
"metadata": {}, "metadata": {},
"outputs": [], "outputs": [],
"source": [ "source": [
@ -12,6 +13,7 @@
}, },
{ {
"cell_type": "markdown", "cell_type": "markdown",
"id": "0576f64a",
"metadata": {}, "metadata": {},
"source": [ "source": [
"Additional testing for synthesis" "Additional testing for synthesis"
@ -19,6 +21,7 @@
}, },
{ {
"cell_type": "markdown", "cell_type": "markdown",
"id": "e25b7989",
"metadata": {}, "metadata": {},
"source": [ "source": [
"Testing the different methods to solve" "Testing the different methods to solve"
@ -27,6 +30,7 @@
{ {
"cell_type": "code", "cell_type": "code",
"execution_count": 2, "execution_count": 2,
"id": "007107a6",
"metadata": {}, "metadata": {},
"outputs": [ "outputs": [
{ {
@ -50,6 +54,7 @@
{ {
"cell_type": "code", "cell_type": "code",
"execution_count": 3, "execution_count": 3,
"id": "a7859f19",
"metadata": {}, "metadata": {},
"outputs": [ "outputs": [
{ {
@ -57,43 +62,72 @@
"output_type": "stream", "output_type": "stream",
"text": [ "text": [
"HOA: v1\n", "HOA: v1\n",
"States: 7\n", "States: 21\n",
"Start: 0\n", "Start: 0\n",
"AP: 3 \"i1\" \"i0\" \"o0\"\n", "AP: 3 \"i1\" \"i0\" \"o0\"\n",
"acc-name: all\n", "acc-name: all\n",
"Acceptance: 0 t\n", "Acceptance: 0 t\n",
"properties: trans-labels explicit-labels state-acc deterministic\n", "properties: trans-labels explicit-labels state-acc deterministic\n",
"spot-state-player: 0 0 1 0 1 0 1 0 1 0 1 1 1 1 0 1 1 1 1 1 1\n",
"controllable-AP: 2\n", "controllable-AP: 2\n",
"--BODY--\n", "--BODY--\n",
"State: 0\n", "State: 0\n",
"[!0&!1] 1\n", "[!0&!1] 2\n",
"[!0&1] 2\n", "[!0&1] 4\n",
"[0&!1] 3\n", "[0&!1] 6\n",
"[0&1] 4\n", "[0&1] 8\n",
"State: 1\n", "State: 1\n",
"[0&1&!2] 4\n", "[0&1] 13\n",
"[0&!1&!2] 3\n", "[0&!1] 18\n",
"[!0&1&!2] 2\n", "[!0&1] 19\n",
"[!0&!1&!2] 1\n", "[!0&!1] 20\n",
"State: 2\n", "State: 2\n",
"[0&!2] 4\n", "[t] 1\n",
"[!0&!2] 2\n",
"State: 3\n", "State: 3\n",
"[!0&1&2] 5\n", "[0] 13\n",
"[0&1&2] 4\n", "[!0] 19\n",
"[!0&!1&2] 6\n",
"[0&!1&2] 3\n",
"State: 4\n", "State: 4\n",
"[!0&2] 5\n", "[t] 3\n",
"[0&2] 4\n",
"State: 5\n", "State: 5\n",
"[!0&!2] 5\n", "[!0&1] 10\n",
"[0&!2] 4\n", "[0&1] 11\n",
"[!0&!1] 15\n",
"[0&!1] 16\n",
"State: 6\n", "State: 6\n",
"[!0&1&!2] 5\n", "[t] 5\n",
"[0&1&!2] 4\n", "State: 7\n",
"[!0&!1&!2] 6\n", "[!0] 10\n",
"[0&!1&!2] 3\n", "[0] 11\n",
"State: 8\n",
"[t] 7\n",
"State: 9\n",
"[!0] 12\n",
"[0] 13\n",
"State: 10\n",
"[2] 9\n",
"State: 11\n",
"[2] 7\n",
"State: 12\n",
"[!2] 9\n",
"State: 13\n",
"[!2] 7\n",
"State: 14\n",
"[!0&1] 12\n",
"[0&1] 13\n",
"[!0&!1] 17\n",
"[0&!1] 18\n",
"State: 15\n",
"[2] 14\n",
"State: 16\n",
"[2] 5\n",
"State: 17\n",
"[!2] 14\n",
"State: 18\n",
"[!2] 5\n",
"State: 19\n",
"[!2] 3\n",
"State: 20\n",
"[!2] 1\n",
"--END--\n", "--END--\n",
"HOA: v1\n", "HOA: v1\n",
"States: 7\n", "States: 7\n",
@ -141,163 +175,137 @@
"acc-name: all\n", "acc-name: all\n",
"Acceptance: 0 t\n", "Acceptance: 0 t\n",
"properties: trans-labels explicit-labels state-acc deterministic\n", "properties: trans-labels explicit-labels state-acc deterministic\n",
"spot-state-player: 0 0 0 0 0 0 0 1 1 1 1 1 1 1 1 1 1 1 1 1 1\n", "spot-state-player: 0 0 1 0 1 0 1 0 1 0 1 1 1 1 0 1 1 1 1 1 1\n",
"controllable-AP: 2\n", "controllable-AP: 2\n",
"--BODY--\n", "--BODY--\n",
"State: 0\n", "State: 0\n",
"[!0&!1] 7\n", "[!0&!1] 2\n",
"[!0&1] 8\n", "[!0&1] 4\n",
"[0&!1] 9\n", "[0&!1] 6\n",
"[0&1] 10\n", "[0&1] 8\n",
"State: 1\n", "State: 1\n",
"[0&1] 11\n", "[0&1] 13\n",
"[0&!1] 12\n", "[0&!1] 18\n",
"[!0&1] 13\n", "[!0&1] 19\n",
"[!0&!1] 14\n", "[!0&!1] 20\n",
"State: 2\n", "State: 2\n",
"[0] 11\n", "[t] 1\n",
"[!0] 13\n",
"State: 3\n", "State: 3\n",
"[!0&1] 15\n", "[0] 13\n",
"[0&1] 16\n", "[!0] 19\n",
"State: 4\n",
"[t] 3\n",
"State: 5\n",
"[!0&1] 10\n",
"[0&1] 11\n",
"[!0&!1] 15\n",
"[0&!1] 16\n",
"State: 6\n",
"[t] 5\n",
"State: 7\n",
"[!0] 10\n",
"[0] 11\n",
"State: 8\n",
"[t] 7\n",
"State: 9\n",
"[!0] 12\n",
"[0] 13\n",
"State: 10\n",
"[2] 9\n",
"State: 11\n",
"[2] 7\n",
"State: 12\n",
"[!2] 9\n",
"State: 13\n",
"[!2] 7\n",
"State: 14\n",
"[!0&1] 12\n",
"[0&1] 13\n",
"[!0&!1] 17\n", "[!0&!1] 17\n",
"[0&!1] 18\n", "[0&!1] 18\n",
"State: 4\n",
"[!0] 15\n",
"[0] 16\n",
"State: 5\n",
"[!0] 19\n",
"[0] 11\n",
"State: 6\n",
"[!0&1] 19\n",
"[0&1] 11\n",
"[!0&!1] 20\n",
"[0&!1] 12\n",
"State: 7\n",
"[t] 1\n",
"State: 8\n",
"[t] 2\n",
"State: 9\n",
"[t] 3\n",
"State: 10\n",
"[t] 4\n",
"State: 11\n",
"[!2] 4\n",
"State: 12\n",
"[!2] 3\n",
"State: 13\n",
"[!2] 2\n",
"State: 14\n",
"[!2] 1\n",
"State: 15\n", "State: 15\n",
"[2] 5\n", "[2] 14\n",
"State: 16\n", "State: 16\n",
"[2] 4\n", "[2] 5\n",
"State: 17\n", "State: 17\n",
"[2] 6\n", "[!2] 14\n",
"State: 18\n", "State: 18\n",
"[2] 3\n",
"State: 19\n",
"[!2] 5\n", "[!2] 5\n",
"State: 19\n",
"[!2] 3\n",
"State: 20\n", "State: 20\n",
"[!2] 6\n", "[!2] 1\n",
"--END--\n", "--END--\n",
"HOA: v1\n", "HOA: v1\n",
"States: 2\n", "States: 21\n",
"Start: 1\n", "Start: 0\n",
"AP: 3 \"i1\" \"i0\" \"o0\"\n", "AP: 3 \"i1\" \"i0\" \"o0\"\n",
"acc-name: all\n", "acc-name: all\n",
"Acceptance: 0 t\n", "Acceptance: 0 t\n",
"properties: trans-labels explicit-labels state-acc deterministic\n", "properties: trans-labels explicit-labels state-acc deterministic\n",
"spot-state-player: 0 0 1 0 1 0 1 0 1 0 1 1 1 1 0 1 1 1 1 1 1\n",
"controllable-AP: 2\n", "controllable-AP: 2\n",
"--BODY--\n", "--BODY--\n",
"State: 0\n", "State: 0\n",
"[0&1&!2] 1\n", "[!0&!1] 2\n",
"[0&!1&!2] 1\n",
"[!0&1&!2] 0\n",
"[!0&!1&!2] 0\n",
"State: 1\n",
"[!0&1&2] 0\n",
"[0&1&2] 1\n",
"[!0&!1&2] 0\n",
"[0&!1&2] 1\n",
"--END--\n",
"HOA: v1\n",
"States: 2\n",
"Start: 1\n",
"AP: 3 \"i1\" \"i0\" \"o0\"\n",
"acc-name: all\n",
"Acceptance: 0 t\n",
"properties: trans-labels explicit-labels state-acc deterministic\n",
"controllable-AP: 2\n",
"--BODY--\n",
"State: 0\n",
"[0&1&!2] 1\n",
"[0&!1&!2] 1\n",
"[!0&1&!2] 0\n",
"[!0&!1&!2] 0\n",
"State: 1\n",
"[!0&1&2] 0\n",
"[0&1&2] 1\n",
"[!0&!1&2] 0\n",
"[0&!1&2] 1\n",
"--END--\n",
"HOA: v1\n",
"States: 6\n",
"Start: 1\n",
"AP: 3 \"i1\" \"i0\" \"o0\"\n",
"acc-name: all\n",
"Acceptance: 0 t\n",
"properties: trans-labels explicit-labels state-acc deterministic\n",
"spot-state-player: 0 0 1 1 1 1\n",
"controllable-AP: 2\n",
"--BODY--\n",
"State: 0\n",
"[0&1] 2\n",
"[0&!1] 2\n",
"[!0&1] 3\n",
"[!0&!1] 3\n",
"State: 1\n",
"[!0&1] 4\n", "[!0&1] 4\n",
"[0&1] 5\n", "[0&!1] 6\n",
"[!0&!1] 4\n", "[0&1] 8\n",
"[0&!1] 5\n",
"State: 2\n",
"[!2] 1\n",
"State: 3\n",
"[!2] 0\n",
"State: 4\n",
"[2] 0\n",
"State: 5\n",
"[2] 1\n",
"--END--\n",
"HOA: v1\n",
"States: 6\n",
"Start: 1\n",
"AP: 3 \"i1\" \"i0\" \"o0\"\n",
"acc-name: all\n",
"Acceptance: 0 t\n",
"properties: trans-labels explicit-labels state-acc deterministic\n",
"spot-state-player: 0 0 1 1 1 1\n",
"controllable-AP: 2\n",
"--BODY--\n",
"State: 0\n",
"[0] 2\n",
"[!0] 3\n",
"State: 1\n", "State: 1\n",
"[0] 4\n", "[0&1] 13\n",
"[!0] 5\n", "[0&!1] 18\n",
"[!0&1] 19\n",
"[!0&!1] 20\n",
"State: 2\n", "State: 2\n",
"[!2] 1\n", "[t] 1\n",
"State: 3\n", "State: 3\n",
"[!2] 0\n", "[0] 13\n",
"[!0] 19\n",
"State: 4\n", "State: 4\n",
"[2] 1\n", "[t] 3\n",
"State: 5\n", "State: 5\n",
"[2] 0\n", "[!0&1] 10\n",
"[0&1] 11\n",
"[!0&!1] 15\n",
"[0&!1] 16\n",
"State: 6\n",
"[t] 5\n",
"State: 7\n",
"[!0] 10\n",
"[0] 11\n",
"State: 8\n",
"[t] 7\n",
"State: 9\n",
"[!0] 12\n",
"[0] 13\n",
"State: 10\n",
"[2] 9\n",
"State: 11\n",
"[2] 7\n",
"State: 12\n",
"[!2] 9\n",
"State: 13\n",
"[!2] 7\n",
"State: 14\n",
"[!0&1] 12\n",
"[0&1] 13\n",
"[!0&!1] 17\n",
"[0&!1] 18\n",
"State: 15\n",
"[2] 14\n",
"State: 16\n",
"[2] 5\n",
"State: 17\n",
"[!2] 14\n",
"State: 18\n",
"[!2] 5\n",
"State: 19\n",
"[!2] 3\n",
"State: 20\n",
"[!2] 1\n",
"--END--\n", "--END--\n",
"HOA: v1\n", "HOA: v1\n",
"States: 2\n", "States: 7\n",
"Start: 0\n", "Start: 0\n",
"AP: 3 \"i1\" \"i0\" \"o0\"\n", "AP: 3 \"i1\" \"i0\" \"o0\"\n",
"acc-name: all\n", "acc-name: all\n",
@ -306,36 +314,277 @@
"controllable-AP: 2\n", "controllable-AP: 2\n",
"--BODY--\n", "--BODY--\n",
"State: 0\n", "State: 0\n",
"[0&2] 0\n", "[!0&!1] 1\n",
"[!0&2] 1\n", "[!0&1] 2\n",
"[0&!1] 3\n",
"[0&1] 4\n",
"State: 1\n", "State: 1\n",
"[0&!2] 0\n", "[0&1&!2] 4\n",
"[!0&!2] 1\n", "[0&!1&!2] 3\n",
"[!0&1&!2] 2\n",
"[!0&!1&!2] 1\n",
"State: 2\n",
"[0&!2] 4\n",
"[!0&!2] 2\n",
"State: 3\n",
"[!0&1&2] 5\n",
"[0&1&2] 4\n",
"[!0&!1&2] 6\n",
"[0&!1&2] 3\n",
"State: 4\n",
"[!0&2] 5\n",
"[0&2] 4\n",
"State: 5\n",
"[!0&!2] 5\n",
"[0&!2] 4\n",
"State: 6\n",
"[!0&1&!2] 5\n",
"[0&1&!2] 4\n",
"[!0&!1&!2] 6\n",
"[0&!1&!2] 3\n",
"--END--\n", "--END--\n",
"HOA: v1\n", "HOA: v1\n",
"States: 6\n", "States: 21\n",
"Start: 1\n", "Start: 0\n",
"AP: 3 \"i1\" \"i0\" \"o0\"\n", "AP: 3 \"i1\" \"i0\" \"o0\"\n",
"acc-name: all\n", "acc-name: all\n",
"Acceptance: 0 t\n", "Acceptance: 0 t\n",
"properties: trans-labels explicit-labels state-acc deterministic\n", "properties: trans-labels explicit-labels state-acc deterministic\n",
"spot-state-player: 0 0 1 1 1 1\n", "spot-state-player: 0 0 1 0 1 0 1 0 1 0 1 1 1 1 0 1 1 1 1 1 1\n",
"controllable-AP: 2\n", "controllable-AP: 2\n",
"--BODY--\n", "--BODY--\n",
"State: 0\n", "State: 0\n",
"[0] 2\n", "[!0&!1] 2\n",
"[!0] 3\n", "[!0&1] 4\n",
"[0&!1] 6\n",
"[0&1] 8\n",
"State: 1\n", "State: 1\n",
"[0] 4\n", "[0&1] 13\n",
"[!0] 5\n", "[0&!1] 18\n",
"[!0&1] 19\n",
"[!0&!1] 20\n",
"State: 2\n", "State: 2\n",
"[!2] 1\n", "[t] 1\n",
"State: 3\n", "State: 3\n",
"[!2] 0\n", "[0] 13\n",
"[!0] 19\n",
"State: 4\n", "State: 4\n",
"[2] 1\n", "[t] 3\n",
"State: 5\n", "State: 5\n",
"[2] 0\n", "[!0&1] 10\n",
"[0&1] 11\n",
"[!0&!1] 15\n",
"[0&!1] 16\n",
"State: 6\n",
"[t] 5\n",
"State: 7\n",
"[!0] 10\n",
"[0] 11\n",
"State: 8\n",
"[t] 7\n",
"State: 9\n",
"[!0] 12\n",
"[0] 13\n",
"State: 10\n",
"[2] 9\n",
"State: 11\n",
"[2] 7\n",
"State: 12\n",
"[!2] 9\n",
"State: 13\n",
"[!2] 7\n",
"State: 14\n",
"[!0&1] 12\n",
"[0&1] 13\n",
"[!0&!1] 17\n",
"[0&!1] 18\n",
"State: 15\n",
"[2] 14\n",
"State: 16\n",
"[2] 5\n",
"State: 17\n",
"[!2] 14\n",
"State: 18\n",
"[!2] 5\n",
"State: 19\n",
"[!2] 3\n",
"State: 20\n",
"[!2] 1\n",
"--END--\n",
"HOA: v1\n",
"States: 21\n",
"Start: 0\n",
"AP: 3 \"i1\" \"i0\" \"o0\"\n",
"acc-name: all\n",
"Acceptance: 0 t\n",
"properties: trans-labels explicit-labels state-acc deterministic\n",
"spot-state-player: 0 0 1 0 1 0 1 0 1 0 1 1 1 1 0 1 1 1 1 1 1\n",
"controllable-AP: 2\n",
"--BODY--\n",
"State: 0\n",
"[!0&!1] 2\n",
"[!0&1] 4\n",
"[0&!1] 6\n",
"[0&1] 8\n",
"State: 1\n",
"[0&1] 13\n",
"[0&!1] 18\n",
"[!0&1] 19\n",
"[!0&!1] 20\n",
"State: 2\n",
"[t] 1\n",
"State: 3\n",
"[0] 13\n",
"[!0] 19\n",
"State: 4\n",
"[t] 3\n",
"State: 5\n",
"[!0&1] 10\n",
"[0&1] 11\n",
"[!0&!1] 15\n",
"[0&!1] 16\n",
"State: 6\n",
"[t] 5\n",
"State: 7\n",
"[!0] 10\n",
"[0] 11\n",
"State: 8\n",
"[t] 7\n",
"State: 9\n",
"[!0] 12\n",
"[0] 13\n",
"State: 10\n",
"[2] 9\n",
"State: 11\n",
"[2] 7\n",
"State: 12\n",
"[!2] 9\n",
"State: 13\n",
"[!2] 7\n",
"State: 14\n",
"[!0&1] 12\n",
"[0&1] 13\n",
"[!0&!1] 17\n",
"[0&!1] 18\n",
"State: 15\n",
"[2] 14\n",
"State: 16\n",
"[2] 5\n",
"State: 17\n",
"[!2] 14\n",
"State: 18\n",
"[!2] 5\n",
"State: 19\n",
"[!2] 3\n",
"State: 20\n",
"[!2] 1\n",
"--END--\n",
"HOA: v1\n",
"States: 7\n",
"Start: 0\n",
"AP: 3 \"i1\" \"i0\" \"o0\"\n",
"acc-name: all\n",
"Acceptance: 0 t\n",
"properties: trans-labels explicit-labels state-acc deterministic\n",
"controllable-AP: 2\n",
"--BODY--\n",
"State: 0\n",
"[!0&!1] 1\n",
"[!0&1] 2\n",
"[0&!1] 3\n",
"[0&1] 4\n",
"State: 1\n",
"[0&1&!2] 4\n",
"[0&!1&!2] 3\n",
"[!0&1&!2] 2\n",
"[!0&!1&!2] 1\n",
"State: 2\n",
"[0&!2] 4\n",
"[!0&!2] 2\n",
"State: 3\n",
"[!0&1&2] 5\n",
"[0&1&2] 4\n",
"[!0&!1&2] 6\n",
"[0&!1&2] 3\n",
"State: 4\n",
"[!0&2] 5\n",
"[0&2] 4\n",
"State: 5\n",
"[!0&!2] 5\n",
"[0&!2] 4\n",
"State: 6\n",
"[!0&1&!2] 5\n",
"[0&1&!2] 4\n",
"[!0&!1&!2] 6\n",
"[0&!1&!2] 3\n",
"--END--\n",
"HOA: v1\n",
"States: 21\n",
"Start: 0\n",
"AP: 3 \"i1\" \"i0\" \"o0\"\n",
"acc-name: all\n",
"Acceptance: 0 t\n",
"properties: trans-labels explicit-labels state-acc deterministic\n",
"spot-state-player: 0 0 1 0 1 0 1 0 1 0 1 1 1 1 0 1 1 1 1 1 1\n",
"controllable-AP: 2\n",
"--BODY--\n",
"State: 0\n",
"[!0&!1] 2\n",
"[!0&1] 4\n",
"[0&!1] 6\n",
"[0&1] 8\n",
"State: 1\n",
"[0&1] 13\n",
"[0&!1] 18\n",
"[!0&1] 19\n",
"[!0&!1] 20\n",
"State: 2\n",
"[t] 1\n",
"State: 3\n",
"[0] 13\n",
"[!0] 19\n",
"State: 4\n",
"[t] 3\n",
"State: 5\n",
"[!0&1] 10\n",
"[0&1] 11\n",
"[!0&!1] 15\n",
"[0&!1] 16\n",
"State: 6\n",
"[t] 5\n",
"State: 7\n",
"[!0] 10\n",
"[0] 11\n",
"State: 8\n",
"[t] 7\n",
"State: 9\n",
"[!0] 12\n",
"[0] 13\n",
"State: 10\n",
"[2] 9\n",
"State: 11\n",
"[2] 7\n",
"State: 12\n",
"[!2] 9\n",
"State: 13\n",
"[!2] 7\n",
"State: 14\n",
"[!0&1] 12\n",
"[0&1] 13\n",
"[!0&!1] 17\n",
"[0&!1] 18\n",
"State: 15\n",
"[2] 14\n",
"State: 16\n",
"[2] 5\n",
"State: 17\n",
"[!2] 14\n",
"State: 18\n",
"[!2] 5\n",
"State: 19\n",
"[!2] 3\n",
"State: 20\n",
"[!2] 1\n",
"--END--\n" "--END--\n"
] ]
} }
@ -345,7 +594,7 @@
"mm0 = spot.solved_game_to_mealy(game, si)\n", "mm0 = spot.solved_game_to_mealy(game, si)\n",
"msep0 = spot.solved_game_to_separated_mealy(game, si)\n", "msep0 = spot.solved_game_to_separated_mealy(game, si)\n",
"msplit0 = spot.solved_game_to_split_mealy(game, si)\n", "msplit0 = spot.solved_game_to_split_mealy(game, si)\n",
"assert(spot.is_separated_mealy(mm0)) #Not imposed by the functions pre or post, but results of current impl, change if necessary\n", "assert(spot.is_mealy(mm0))\n",
"assert(spot.is_separated_mealy(msep0))\n", "assert(spot.is_separated_mealy(msep0))\n",
"assert(spot.is_split_mealy(msplit0))\n", "assert(spot.is_split_mealy(msplit0))\n",
"print(mm0.to_str(\"hoa\"))\n", "print(mm0.to_str(\"hoa\"))\n",
@ -355,7 +604,7 @@
"mm2 = spot.solved_game_to_mealy(game, si)\n", "mm2 = spot.solved_game_to_mealy(game, si)\n",
"msep2 = spot.solved_game_to_separated_mealy(game, si)\n", "msep2 = spot.solved_game_to_separated_mealy(game, si)\n",
"msplit2 = spot.solved_game_to_split_mealy(game, si)\n", "msplit2 = spot.solved_game_to_split_mealy(game, si)\n",
"assert(spot.is_separated_mealy(mm2)) #Not imposed by the functions pre or post, but results of current impl, change if necessary\n", "assert(spot.is_mealy(mm2))\n",
"assert(spot.is_separated_mealy(msep2))\n", "assert(spot.is_separated_mealy(msep2))\n",
"assert(spot.is_split_mealy(msplit2))\n", "assert(spot.is_split_mealy(msplit2))\n",
"print(mm2.to_str(\"hoa\"))\n", "print(mm2.to_str(\"hoa\"))\n",
@ -365,7 +614,7 @@
"mm3 = spot.solved_game_to_mealy(game, si)\n", "mm3 = spot.solved_game_to_mealy(game, si)\n",
"msep3 = spot.solved_game_to_separated_mealy(game, si)\n", "msep3 = spot.solved_game_to_separated_mealy(game, si)\n",
"msplit3 = spot.solved_game_to_split_mealy(game, si)\n", "msplit3 = spot.solved_game_to_split_mealy(game, si)\n",
"assert(spot.is_split_mealy(mm3)) #Not imposed by the functions pre or post, but results of current impl, change if necessary\n", "assert(spot.is_mealy(mm3))\n",
"assert(spot.is_separated_mealy(msep3))\n", "assert(spot.is_separated_mealy(msep3))\n",
"assert(spot.is_split_mealy(msplit3))\n", "assert(spot.is_split_mealy(msplit3))\n",
"print(mm3.to_str(\"hoa\"))\n", "print(mm3.to_str(\"hoa\"))\n",
@ -376,31 +625,48 @@
{ {
"cell_type": "code", "cell_type": "code",
"execution_count": 4, "execution_count": 4,
"id": "fb57ac53",
"metadata": {}, "metadata": {},
"outputs": [], "outputs": [],
"source": [ "source": [
"mus0 = spot.unsplit_mealy(msplit0)\n", "mus0 = spot.unsplit_mealy(msplit0)\n",
"mus2 = spot.unsplit_mealy(msplit2)\n", "mus2 = spot.unsplit_mealy(msplit2)\n",
"mus3 = spot.unsplit_mealy(msplit3)\n", "mus3 = spot.unsplit_mealy(msplit3)"
"mmus3 = spot.unsplit_mealy(mm3)"
] ]
}, },
{ {
"cell_type": "code", "cell_type": "code",
"execution_count": 5, "execution_count": 5,
"id": "40fc65b5",
"metadata": {}, "metadata": {},
"outputs": [], "outputs": [],
"source": [ "source": [
"assert(mm0.equivalent_to(msep0))\n", "assert(mus0.equivalent_to(msep0))"
"assert(mm0.equivalent_to(mus0))\n", ]
"assert(mm2.equivalent_to(msep2))\n", },
"assert(mm2.equivalent_to(mus2))\n", {
"assert(mmus3.equivalent_to(msep3))\n", "cell_type": "code",
"assert(mmus3.equivalent_to(mus3))" "execution_count": 6,
"id": "f6d8b29c",
"metadata": {},
"outputs": [],
"source": [
"assert(mus2.equivalent_to(msep2))"
]
},
{
"cell_type": "code",
"execution_count": 7,
"id": "db8d47f2",
"metadata": {},
"outputs": [],
"source": [
"assert(mus3.equivalent_to(msep3))"
] ]
}, },
{ {
"cell_type": "markdown", "cell_type": "markdown",
"id": "c19beeb0",
"metadata": {}, "metadata": {},
"source": [ "source": [
"Testing related to #495" "Testing related to #495"
@ -408,7 +674,8 @@
}, },
{ {
"cell_type": "code", "cell_type": "code",
"execution_count": 6, "execution_count": 8,
"id": "3736cd1b",
"metadata": {}, "metadata": {},
"outputs": [ "outputs": [
{ {
@ -470,10 +737,10 @@
"</svg>\n" "</svg>\n"
], ],
"text/plain": [ "text/plain": [
"<spot.twa_graph; proxy of <Swig Object of type 'std::shared_ptr< spot::twa_graph > *' at 0x7fee3716f7b0> >" "<spot.twa_graph; proxy of <Swig Object of type 'std::shared_ptr< spot::twa_graph > *' at 0x7f7458055570> >"
] ]
}, },
"execution_count": 6, "execution_count": 8,
"metadata": {}, "metadata": {},
"output_type": "execute_result" "output_type": "execute_result"
} }
@ -486,7 +753,8 @@
}, },
{ {
"cell_type": "code", "cell_type": "code",
"execution_count": 7, "execution_count": 9,
"id": "da6a7802",
"metadata": {}, "metadata": {},
"outputs": [ "outputs": [
{ {
@ -552,10 +820,10 @@
"</svg>\n" "</svg>\n"
], ],
"text/plain": [ "text/plain": [
"<spot.twa_graph; proxy of <Swig Object of type 'std::shared_ptr< spot::twa_graph > *' at 0x7fee3716f7b0> >" "<spot.twa_graph; proxy of <Swig Object of type 'std::shared_ptr< spot::twa_graph > *' at 0x7f7458055570> >"
] ]
}, },
"execution_count": 7, "execution_count": 9,
"metadata": {}, "metadata": {},
"output_type": "execute_result" "output_type": "execute_result"
} }
@ -567,7 +835,8 @@
}, },
{ {
"cell_type": "code", "cell_type": "code",
"execution_count": 8, "execution_count": 10,
"id": "987219a4",
"metadata": {}, "metadata": {},
"outputs": [ "outputs": [
{ {
@ -675,10 +944,10 @@
"</svg>\n" "</svg>\n"
], ],
"text/plain": [ "text/plain": [
"<spot.twa_graph; proxy of <Swig Object of type 'std::shared_ptr< spot::twa_graph > *' at 0x7fee3716f630> >" "<spot.twa_graph; proxy of <Swig Object of type 'std::shared_ptr< spot::twa_graph > *' at 0x7f74580553c0> >"
] ]
}, },
"execution_count": 8, "execution_count": 10,
"metadata": {}, "metadata": {},
"output_type": "execute_result" "output_type": "execute_result"
} }
@ -691,7 +960,8 @@
}, },
{ {
"cell_type": "code", "cell_type": "code",
"execution_count": 9, "execution_count": 11,
"id": "958d81f2",
"metadata": {}, "metadata": {},
"outputs": [ "outputs": [
{ {
@ -772,10 +1042,10 @@
"</svg>\n" "</svg>\n"
], ],
"text/plain": [ "text/plain": [
"<spot.twa_graph; proxy of <Swig Object of type 'std::shared_ptr< spot::twa_graph > *' at 0x7fee36703f60> >" "<spot.twa_graph; proxy of <Swig Object of type 'std::shared_ptr< spot::twa_graph > *' at 0x7f743a5ca6c0> >"
] ]
}, },
"execution_count": 9, "execution_count": 11,
"metadata": {}, "metadata": {},
"output_type": "execute_result" "output_type": "execute_result"
} }
@ -798,7 +1068,8 @@
}, },
{ {
"cell_type": "code", "cell_type": "code",
"execution_count": 10, "execution_count": 12,
"id": "078bb43e",
"metadata": {}, "metadata": {},
"outputs": [ "outputs": [
{ {
@ -939,10 +1210,10 @@
"</svg>\n" "</svg>\n"
], ],
"text/plain": [ "text/plain": [
"<spot.twa_graph; proxy of <Swig Object of type 'std::shared_ptr< spot::twa_graph > *' at 0x7fee3716f930> >" "<spot.twa_graph; proxy of <Swig Object of type 'std::shared_ptr< spot::twa_graph > *' at 0x7f7458059f90> >"
] ]
}, },
"execution_count": 10, "execution_count": 12,
"metadata": {}, "metadata": {},
"output_type": "execute_result" "output_type": "execute_result"
} }
@ -955,7 +1226,8 @@
}, },
{ {
"cell_type": "code", "cell_type": "code",
"execution_count": 11, "execution_count": 13,
"id": "05b4a138",
"metadata": {}, "metadata": {},
"outputs": [ "outputs": [
{ {
@ -1147,10 +1419,10 @@
"</svg>\n" "</svg>\n"
], ],
"text/plain": [ "text/plain": [
"<spot.twa_graph; proxy of <Swig Object of type 'std::shared_ptr< spot::twa_graph > *' at 0x7fee3716fa20> >" "<spot.twa_graph; proxy of <Swig Object of type 'std::shared_ptr< spot::twa_graph > *' at 0x7f7458055870> >"
] ]
}, },
"execution_count": 11, "execution_count": 13,
"metadata": {}, "metadata": {},
"output_type": "execute_result" "output_type": "execute_result"
} }
@ -1164,7 +1436,7 @@
], ],
"metadata": { "metadata": {
"kernelspec": { "kernelspec": {
"display_name": "Python 3", "display_name": "Python 3 (ipykernel)",
"language": "python", "language": "python",
"name": "python3" "name": "python3"
}, },

246
tests/python/synthesis.ipynb
View file

@ -9,7 +9,8 @@
"source": [ "source": [
"import spot\n", "import spot\n",
"spot.setup()\n", "spot.setup()\n",
"from spot.jupyter import display_inline" "from spot.jupyter import display_inline\n",
"import time"
] ]
}, },
{ {
@ -696,7 +697,7 @@
"</svg>\n" "</svg>\n"
], ],
"text/plain": [ "text/plain": [
"<spot.twa_graph; proxy of <Swig Object of type 'std::shared_ptr< spot::twa_graph > *' at 0x7f05083f22a0> >" "<spot.twa_graph; proxy of <Swig Object of type 'std::shared_ptr< spot::twa_graph > *' at 0x7f7a0c2640c0> >"
] ]
}, },
"metadata": {}, "metadata": {},
@ -1668,7 +1669,7 @@
"</svg>\n" "</svg>\n"
], ],
"text/plain": [ "text/plain": [
"<spot.jupyter.SVG object>" "<spot.twa_graph; proxy of <Swig Object of type 'std::shared_ptr< spot::twa_graph > *' at 0x7f7a0c264e40> >"
] ]
}, },
"metadata": {}, "metadata": {},
@ -1855,7 +1856,7 @@
"</svg>\n" "</svg>\n"
], ],
"text/plain": [ "text/plain": [
"<spot.jupyter.SVG object>" "<spot.twa_graph; proxy of <Swig Object of type 'std::shared_ptr< spot::twa_graph > *' at 0x7f7a0c264d50> >"
] ]
}, },
"metadata": {}, "metadata": {},
@ -1992,7 +1993,7 @@
"</svg>\n" "</svg>\n"
], ],
"text/plain": [ "text/plain": [
"<spot.jupyter.SVG object>" "<spot.twa_graph; proxy of <Swig Object of type 'std::shared_ptr< spot::twa_graph > *' at 0x7f7a0c2643c0> >"
] ]
}, },
"metadata": {}, "metadata": {},
@ -2085,7 +2086,7 @@
"</svg>\n" "</svg>\n"
], ],
"text/plain": [ "text/plain": [
"<spot.jupyter.SVG object>" "<spot.twa_graph; proxy of <Swig Object of type 'std::shared_ptr< spot::twa_graph > *' at 0x7f7a0c264a20> >"
] ]
}, },
"metadata": {}, "metadata": {},
@ -2178,7 +2179,7 @@
"</svg>\n" "</svg>\n"
], ],
"text/plain": [ "text/plain": [
"<spot.jupyter.SVG object>" "<spot.twa_graph; proxy of <Swig Object of type 'std::shared_ptr< spot::twa_graph > *' at 0x7f7a0c264ea0> >"
] ]
}, },
"metadata": {}, "metadata": {},
@ -2315,7 +2316,7 @@
"</svg>\n" "</svg>\n"
], ],
"text/plain": [ "text/plain": [
"<spot.jupyter.SVG object>" "<spot.twa_graph; proxy of <Swig Object of type 'std::shared_ptr< spot::twa_graph > *' at 0x7f7a0c2646f0> >"
] ]
}, },
"metadata": {}, "metadata": {},
@ -2342,8 +2343,9 @@
"for i in range(6):\n", "for i in range(6):\n",
" print(\"simplification lvl \", descr[i])\n", " print(\"simplification lvl \", descr[i])\n",
" si.minimize_lvl = i\n", " si.minimize_lvl = i\n",
" mealy = spot.solved_game_to_separated_mealy(game, si)\n", " mealy = spot.solved_game_to_mealy(game, si)\n",
" display(mealy.show())" " spot.simplify_mealy_here(mealy, si.minimize_lvl, False)\n",
" display(mealy)"
] ]
}, },
{ {
@ -2714,7 +2716,7 @@
"</svg>\n" "</svg>\n"
], ],
"text/plain": [ "text/plain": [
"<spot.aig; proxy of <Swig Object of type 'spot::aig_ptr *' at 0x7f05083a6900> >" "<spot.aig; proxy of <Swig Object of type 'spot::aig_ptr *' at 0x7f7a0c2640f0> >"
] ]
}, },
"metadata": {}, "metadata": {},
@ -3027,7 +3029,7 @@
"</svg>\n" "</svg>\n"
], ],
"text/plain": [ "text/plain": [
"<spot.twa_graph; proxy of <Swig Object of type 'std::shared_ptr< spot::twa_graph > *' at 0x7f05082c7a20> >" "<spot.twa_graph; proxy of <Swig Object of type 'std::shared_ptr< spot::twa_graph > *' at 0x7f7a0c009f00> >"
] ]
}, },
"metadata": {}, "metadata": {},
@ -3042,6 +3044,203 @@
"<!-- Generated by graphviz version 2.43.0 (0)\n", "<!-- Generated by graphviz version 2.43.0 (0)\n",
" -->\n", " -->\n",
"<!-- Pages: 1 -->\n", "<!-- Pages: 1 -->\n",
"<svg width=\"380pt\" height=\"151pt\"\n",
" viewBox=\"0.00 0.00 380.00 151.00\" xmlns=\"http://www.w3.org/2000/svg\" xmlns:xlink=\"http://www.w3.org/1999/xlink\">\n",
"<g id=\"graph0\" class=\"graph\" transform=\"scale(1.0 1.0) rotate(0) translate(4 147)\">\n",
"<polygon fill=\"white\" stroke=\"transparent\" points=\"-4,4 -4,-147 376,-147 376,4 -4,4\"/>\n",
"<text text-anchor=\"start\" x=\"183\" y=\"-127.8\" font-family=\"Lato\" font-size=\"14.00\">t</text>\n",
"<text text-anchor=\"start\" x=\"175\" y=\"-112.8\" font-family=\"Lato\" font-size=\"14.00\">[all]</text>\n",
"<!-- I -->\n",
"<!-- 0 -->\n",
"<g id=\"node2\" class=\"node\">\n",
"<title>0</title>\n",
"<ellipse fill=\"#ffffaa\" stroke=\"black\" cx=\"56\" cy=\"-60\" rx=\"18\" ry=\"18\"/>\n",
"<text text-anchor=\"middle\" x=\"56\" y=\"-56.3\" font-family=\"Lato\" font-size=\"14.00\">0</text>\n",
"</g>\n",
"<!-- I&#45;&gt;0 -->\n",
"<g id=\"edge1\" class=\"edge\">\n",
"<title>I&#45;&gt;0</title>\n",
"<path fill=\"none\" stroke=\"black\" d=\"M1.15,-60C2.79,-60 17.15,-60 30.63,-60\"/>\n",
"<polygon fill=\"black\" stroke=\"black\" points=\"37.94,-60 30.94,-63.15 34.44,-60 30.94,-60 30.94,-60 30.94,-60 34.44,-60 30.94,-56.85 37.94,-60 37.94,-60\"/>\n",
"</g>\n",
"<!-- 2 -->\n",
"<g id=\"node3\" class=\"node\">\n",
"<title>2</title>\n",
"<polygon fill=\"#ffffaa\" stroke=\"black\" points=\"153,-105 126,-87 153,-69 180,-87 153,-105\"/>\n",
"<text text-anchor=\"middle\" x=\"153\" y=\"-83.3\" font-family=\"Lato\" font-size=\"14.00\">2</text>\n",
"</g>\n",
"<!-- 0&#45;&gt;2 -->\n",
"<g id=\"edge2\" class=\"edge\">\n",
"<title>0&#45;&gt;2</title>\n",
"<path fill=\"none\" stroke=\"black\" d=\"M73.55,-64.7C88.25,-68.88 109.95,-75.05 126.8,-79.84\"/>\n",
"<polygon fill=\"black\" stroke=\"black\" points=\"133.7,-81.8 126.1,-82.91 130.33,-80.84 126.96,-79.88 126.96,-79.88 126.96,-79.88 130.33,-80.84 127.82,-76.85 133.7,-81.8 133.7,-81.8\"/>\n",
"<text text-anchor=\"start\" x=\"94\" y=\"-77.8\" font-family=\"Lato\" font-size=\"14.00\">i0</text>\n",
"</g>\n",
"<!-- 4 -->\n",
"<g id=\"node4\" class=\"node\">\n",
"<title>4</title>\n",
"<polygon fill=\"#ffffaa\" stroke=\"black\" points=\"153,-51 126,-33 153,-15 180,-33 153,-51\"/>\n",
"<text text-anchor=\"middle\" x=\"153\" y=\"-29.3\" font-family=\"Lato\" font-size=\"14.00\">4</text>\n",
"</g>\n",
"<!-- 0&#45;&gt;4 -->\n",
"<g id=\"edge3\" class=\"edge\">\n",
"<title>0&#45;&gt;4</title>\n",
"<path fill=\"none\" stroke=\"black\" d=\"M73.55,-55.3C88.25,-51.12 109.95,-44.95 126.8,-40.16\"/>\n",
"<polygon fill=\"black\" stroke=\"black\" points=\"133.7,-38.2 127.82,-43.15 130.33,-39.16 126.96,-40.12 126.96,-40.12 126.96,-40.12 130.33,-39.16 126.1,-37.09 133.7,-38.2 133.7,-38.2\"/>\n",
"<text text-anchor=\"start\" x=\"92\" y=\"-52.8\" font-family=\"Lato\" font-size=\"14.00\">!i0</text>\n",
"</g>\n",
"<!-- 1 -->\n",
"<g id=\"node5\" class=\"node\">\n",
"<title>1</title>\n",
"<ellipse fill=\"#ffffaa\" stroke=\"black\" cx=\"255\" cy=\"-87\" rx=\"18\" ry=\"18\"/>\n",
"<text text-anchor=\"middle\" x=\"255\" y=\"-83.3\" font-family=\"Lato\" font-size=\"14.00\">1</text>\n",
"</g>\n",
"<!-- 2&#45;&gt;1 -->\n",
"<g id=\"edge5\" class=\"edge\">\n",
"<title>2&#45;&gt;1</title>\n",
"<path fill=\"none\" stroke=\"black\" d=\"M180.01,-87C195.43,-87 214.83,-87 229.9,-87\"/>\n",
"<polygon fill=\"black\" stroke=\"black\" points=\"236.92,-87 229.92,-90.15 233.42,-87 229.92,-87 229.92,-87 229.92,-87 233.42,-87 229.91,-83.85 236.92,-87 236.92,-87\"/>\n",
"<text text-anchor=\"start\" x=\"200\" y=\"-90.8\" font-family=\"Lato\" font-size=\"14.00\">o0</text>\n",
"</g>\n",
"<!-- 3 -->\n",
"<g id=\"node7\" class=\"node\">\n",
"<title>3</title>\n",
"<ellipse fill=\"#ffffaa\" stroke=\"black\" cx=\"255\" cy=\"-18\" rx=\"18\" ry=\"18\"/>\n",
"<text text-anchor=\"middle\" x=\"255\" y=\"-14.3\" font-family=\"Lato\" font-size=\"14.00\">3</text>\n",
"</g>\n",
"<!-- 4&#45;&gt;3 -->\n",
"<g id=\"edge7\" class=\"edge\">\n",
"<title>4&#45;&gt;3</title>\n",
"<path fill=\"none\" stroke=\"black\" d=\"M175.7,-29.75C191.64,-27.35 213.3,-24.1 229.8,-21.63\"/>\n",
"<polygon fill=\"black\" stroke=\"black\" points=\"236.98,-20.55 230.52,-24.71 233.52,-21.07 230.06,-21.59 230.06,-21.59 230.06,-21.59 233.52,-21.07 229.59,-18.48 236.98,-20.55 236.98,-20.55\"/>\n",
"<text text-anchor=\"start\" x=\"198\" y=\"-29.8\" font-family=\"Lato\" font-size=\"14.00\">!o0</text>\n",
"</g>\n",
"<!-- 5 -->\n",
"<g id=\"node6\" class=\"node\">\n",
"<title>5</title>\n",
"<polygon fill=\"#ffffaa\" stroke=\"black\" points=\"345,-105 318,-87 345,-69 372,-87 345,-105\"/>\n",
"<text text-anchor=\"middle\" x=\"345\" y=\"-83.3\" font-family=\"Lato\" font-size=\"14.00\">5</text>\n",
"</g>\n",
"<!-- 1&#45;&gt;5 -->\n",
"<g id=\"edge4\" class=\"edge\">\n",
"<title>1&#45;&gt;5</title>\n",
"<path fill=\"none\" stroke=\"black\" d=\"M273.39,-87C284.02,-87 297.98,-87 310.68,-87\"/>\n",
"<polygon fill=\"black\" stroke=\"black\" points=\"317.97,-87 310.97,-90.15 314.47,-87 310.97,-87 310.97,-87 310.97,-87 314.47,-87 310.97,-83.85 317.97,-87 317.97,-87\"/>\n",
"<text text-anchor=\"middle\" x=\"295.5\" y=\"-90.8\" font-family=\"Lato\" font-size=\"14.00\">1</text>\n",
"</g>\n",
"<!-- 5&#45;&gt;1 -->\n",
"<g id=\"edge8\" class=\"edge\">\n",
"<title>5&#45;&gt;1</title>\n",
"<path fill=\"none\" stroke=\"black\" d=\"M331.15,-77.81C320.54,-71.35 305.02,-64.44 291,-68 286.14,-69.23 281.22,-71.3 276.67,-73.62\"/>\n",
"<polygon fill=\"black\" stroke=\"black\" points=\"270.31,-77.13 274.91,-70.99 273.37,-75.44 276.44,-73.74 276.44,-73.74 276.44,-73.74 273.37,-75.44 277.96,-76.5 270.31,-77.13 270.31,-77.13\"/>\n",
"<text text-anchor=\"middle\" x=\"295.5\" y=\"-71.8\" font-family=\"Lato\" font-size=\"14.00\">1</text>\n",
"</g>\n",
"<!-- 3&#45;&gt;4 -->\n",
"<g id=\"edge6\" class=\"edge\">\n",
"<title>3&#45;&gt;4</title>\n",
"<path fill=\"none\" stroke=\"black\" d=\"M238.68,-9.71C227.37,-4.67 211.63,0.09 198,-4 188.42,-6.87 178.99,-12.59 171.34,-18.19\"/>\n",
"<polygon fill=\"black\" stroke=\"black\" points=\"165.36,-22.8 168.98,-16.03 168.13,-20.66 170.9,-18.52 170.9,-18.52 170.9,-18.52 168.13,-20.66 172.82,-21.02 165.36,-22.8 165.36,-22.8\"/>\n",
"<text text-anchor=\"middle\" x=\"208.5\" y=\"-7.8\" font-family=\"Lato\" font-size=\"14.00\">1</text>\n",
"</g>\n",
"</g>\n",
"</svg>\n"
],
"text/plain": [
"<spot.twa_graph; proxy of <Swig Object of type 'std::shared_ptr< spot::twa_graph > *' at 0x7f7a0c009180> >"
]
},
"metadata": {},
"output_type": "display_data"
},
{
"data": {
"text/html": [
"<div style='vertical-align:text-top;display:inline-block;'><?xml version=\"1.0\" encoding=\"UTF-8\" standalone=\"no\"?>\n",
"<!DOCTYPE svg PUBLIC \"-//W3C//DTD SVG 1.1//EN\"\n",
" \"http://www.w3.org/Graphics/SVG/1.1/DTD/svg11.dtd\">\n",
"<!-- Generated by graphviz version 2.43.0 (0)\n",
" -->\n",
"<!-- Pages: 1 -->\n",
"<svg width=\"282pt\" height=\"149pt\"\n",
" viewBox=\"0.00 0.00 282.00 148.80\" xmlns=\"http://www.w3.org/2000/svg\" xmlns:xlink=\"http://www.w3.org/1999/xlink\">\n",
"<g id=\"graph0\" class=\"graph\" transform=\"scale(1.0 1.0) rotate(0) translate(4 144.8)\">\n",
"<polygon fill=\"white\" stroke=\"transparent\" points=\"-4,4 -4,-144.8 278,-144.8 278,4 -4,4\"/>\n",
"<text text-anchor=\"start\" x=\"134\" y=\"-125.6\" font-family=\"Lato\" font-size=\"14.00\">t</text>\n",
"<text text-anchor=\"start\" x=\"126\" y=\"-110.6\" font-family=\"Lato\" font-size=\"14.00\">[all]</text>\n",
"<!-- I -->\n",
"<!-- 0 -->\n",
"<g id=\"node2\" class=\"node\">\n",
"<title>0</title>\n",
"<ellipse fill=\"#ffffaa\" stroke=\"black\" cx=\"56\" cy=\"-57.8\" rx=\"18\" ry=\"18\"/>\n",
"<text text-anchor=\"middle\" x=\"56\" y=\"-54.1\" font-family=\"Lato\" font-size=\"14.00\">0</text>\n",
"</g>\n",
"<!-- I&#45;&gt;0 -->\n",
"<g id=\"edge1\" class=\"edge\">\n",
"<title>I&#45;&gt;0</title>\n",
"<path fill=\"none\" stroke=\"black\" d=\"M1.15,-57.8C2.79,-57.8 17.15,-57.8 30.63,-57.8\"/>\n",
"<polygon fill=\"black\" stroke=\"black\" points=\"37.94,-57.8 30.94,-60.95 34.44,-57.8 30.94,-57.8 30.94,-57.8 30.94,-57.8 34.44,-57.8 30.94,-54.65 37.94,-57.8 37.94,-57.8\"/>\n",
"</g>\n",
"<!-- 2 -->\n",
"<g id=\"node3\" class=\"node\">\n",
"<title>2</title>\n",
"<polygon fill=\"#ffffaa\" stroke=\"black\" points=\"154,-102.8 127,-84.8 154,-66.8 181,-84.8 154,-102.8\"/>\n",
"<text text-anchor=\"middle\" x=\"154\" y=\"-81.1\" font-family=\"Lato\" font-size=\"14.00\">2</text>\n",
"</g>\n",
"<!-- 0&#45;&gt;2 -->\n",
"<g id=\"edge2\" class=\"edge\">\n",
"<title>0&#45;&gt;2</title>\n",
"<path fill=\"none\" stroke=\"black\" d=\"M72.35,-65.83C78.35,-68.69 85.37,-71.72 92,-73.8 102.08,-76.96 113.4,-79.31 123.53,-81.02\"/>\n",
"<polygon fill=\"black\" stroke=\"black\" points=\"130.65,-82.14 123.25,-84.16 127.2,-81.59 123.74,-81.05 123.74,-81.05 123.74,-81.05 127.2,-81.59 124.23,-77.94 130.65,-82.14 130.65,-82.14\"/>\n",
"<text text-anchor=\"start\" x=\"94.5\" y=\"-81.6\" font-family=\"Lato\" font-size=\"14.00\">i0</text>\n",
"</g>\n",
"<!-- 3 -->\n",
"<g id=\"node4\" class=\"node\">\n",
"<title>3</title>\n",
"<polygon fill=\"#ffffaa\" stroke=\"black\" points=\"154,-37.8 127,-19.8 154,-1.8 181,-19.8 154,-37.8\"/>\n",
"<text text-anchor=\"middle\" x=\"154\" y=\"-16.1\" font-family=\"Lato\" font-size=\"14.00\">3</text>\n",
"</g>\n",
"<!-- 0&#45;&gt;3 -->\n",
"<g id=\"edge3\" class=\"edge\">\n",
"<title>0&#45;&gt;3</title>\n",
"<path fill=\"none\" stroke=\"black\" d=\"M70.17,-46.43C76.42,-41.57 84.21,-36.23 92,-32.8 101.9,-28.44 113.37,-25.5 123.67,-23.54\"/>\n",
"<polygon fill=\"black\" stroke=\"black\" points=\"130.58,-22.33 124.23,-26.64 127.13,-22.93 123.69,-23.54 123.69,-23.54 123.69,-23.54 127.13,-22.93 123.15,-20.43 130.58,-22.33 130.58,-22.33\"/>\n",
"<text text-anchor=\"start\" x=\"92.5\" y=\"-36.6\" font-family=\"Lato\" font-size=\"14.00\">!i0</text>\n",
"</g>\n",
"<!-- 2&#45;&gt;0 -->\n",
"<g id=\"edge5\" class=\"edge\">\n",
"<title>2&#45;&gt;0</title>\n",
"<path fill=\"none\" stroke=\"black\" d=\"M142.06,-74.55C133.71,-67.48 121.55,-58.67 109,-54.8 100.09,-52.05 89.92,-52.01 80.95,-52.93\"/>\n",
"<polygon fill=\"black\" stroke=\"black\" points=\"73.75,-53.9 80.27,-49.84 77.22,-53.43 80.69,-52.96 80.69,-52.96 80.69,-52.96 77.22,-53.43 81.11,-56.09 73.75,-53.9 73.75,-53.9\"/>\n",
"<text text-anchor=\"start\" x=\"92\" y=\"-58.6\" font-family=\"Lato\" font-size=\"14.00\">o0</text>\n",
"</g>\n",
"<!-- 1 -->\n",
"<g id=\"node5\" class=\"node\">\n",
"<title>1</title>\n",
"<ellipse fill=\"#ffffaa\" stroke=\"black\" cx=\"256\" cy=\"-19.8\" rx=\"18\" ry=\"18\"/>\n",
"<text text-anchor=\"middle\" x=\"256\" y=\"-16.1\" font-family=\"Lato\" font-size=\"14.00\">1</text>\n",
"</g>\n",
"<!-- 3&#45;&gt;1 -->\n",
"<g id=\"edge6\" class=\"edge\">\n",
"<title>3&#45;&gt;1</title>\n",
"<path fill=\"none\" stroke=\"black\" d=\"M181.01,-19.8C196.43,-19.8 215.83,-19.8 230.9,-19.8\"/>\n",
"<polygon fill=\"black\" stroke=\"black\" points=\"237.92,-19.8 230.92,-22.95 234.42,-19.8 230.92,-19.8 230.92,-19.8 230.92,-19.8 234.42,-19.8 230.91,-16.65 237.92,-19.8 237.92,-19.8\"/>\n",
"<text text-anchor=\"start\" x=\"199\" y=\"-23.6\" font-family=\"Lato\" font-size=\"14.00\">!o0</text>\n",
"</g>\n",
"<!-- 1&#45;&gt;3 -->\n",
"<g id=\"edge4\" class=\"edge\">\n",
"<title>1&#45;&gt;3</title>\n",
"<path fill=\"none\" stroke=\"black\" d=\"M240.28,-10.26C234.25,-6.88 227.04,-3.51 220,-1.8 205.12,1.8 188.48,-2.97 175.76,-8.51\"/>\n",
"<polygon fill=\"black\" stroke=\"black\" points=\"169.13,-11.61 174.13,-5.79 172.3,-10.13 175.47,-8.64 175.47,-8.64 175.47,-8.64 172.3,-10.13 176.81,-11.5 169.13,-11.61 169.13,-11.61\"/>\n",
"<text text-anchor=\"middle\" x=\"209.5\" y=\"-5.6\" font-family=\"Lato\" font-size=\"14.00\">1</text>\n",
"</g>\n",
"</g>\n",
"</svg>\n",
"</div><div style='vertical-align:text-top;display:inline-block;'><?xml version=\"1.0\" encoding=\"UTF-8\" standalone=\"no\"?>\n",
"<!DOCTYPE svg PUBLIC \"-//W3C//DTD SVG 1.1//EN\"\n",
" \"http://www.w3.org/Graphics/SVG/1.1/DTD/svg11.dtd\">\n",
"<!-- Generated by graphviz version 2.43.0 (0)\n",
" -->\n",
"<!-- Pages: 1 -->\n",
"<svg width=\"229pt\" height=\"85pt\"\n", "<svg width=\"229pt\" height=\"85pt\"\n",
" viewBox=\"0.00 0.00 228.50 85.00\" xmlns=\"http://www.w3.org/2000/svg\" xmlns:xlink=\"http://www.w3.org/1999/xlink\">\n", " viewBox=\"0.00 0.00 228.50 85.00\" xmlns=\"http://www.w3.org/2000/svg\" xmlns:xlink=\"http://www.w3.org/1999/xlink\">\n",
"<g id=\"graph0\" class=\"graph\" transform=\"scale(1.0 1.0) rotate(0) translate(4 81)\">\n", "<g id=\"graph0\" class=\"graph\" transform=\"scale(1.0 1.0) rotate(0) translate(4 81)\">\n",
@ -3099,10 +3298,11 @@
"<text text-anchor=\"start\" x=\"196\" y=\"-61.3\" font-family=\"Lato\" font-size=\"14.00\">!o0</text>\n", "<text text-anchor=\"start\" x=\"196\" y=\"-61.3\" font-family=\"Lato\" font-size=\"14.00\">!o0</text>\n",
"</g>\n", "</g>\n",
"</g>\n", "</g>\n",
"</svg>\n" "</svg>\n",
"</div>"
], ],
"text/plain": [ "text/plain": [
"<spot.twa_graph; proxy of <Swig Object of type 'std::shared_ptr< spot::twa_graph > *' at 0x7f05083f2300> >" "<IPython.core.display.HTML object>"
] ]
}, },
"metadata": {}, "metadata": {},
@ -3179,7 +3379,7 @@
"</svg>\n" "</svg>\n"
], ],
"text/plain": [ "text/plain": [
"<spot.aig; proxy of <Swig Object of type 'spot::aig_ptr *' at 0x7f05083f28d0> >" "<spot.aig; proxy of <Swig Object of type 'spot::aig_ptr *' at 0x7f7a0c009ea0> >"
] ]
}, },
"metadata": {}, "metadata": {},
@ -3191,8 +3391,10 @@
"spot.solve_game(game)\n", "spot.solve_game(game)\n",
"spot.highlight_strategy(game)\n", "spot.highlight_strategy(game)\n",
"display(game)\n", "display(game)\n",
"mealy = spot.solved_game_to_separated_mealy(game)\n", "mealy = spot.solved_game_to_mealy(game)\n",
"display(mealy)\n", "display(mealy)\n",
"spot.simplify_mealy_here(mealy, 2, True)\n",
"display_inline(mealy, spot.unsplit_mealy(mealy))\n",
"aig = spot.mealy_machine_to_aig(mealy, \"isop\")\n", "aig = spot.mealy_machine_to_aig(mealy, \"isop\")\n",
"display(aig)" "display(aig)"
] ]
@ -3306,7 +3508,7 @@
"</svg>\n" "</svg>\n"
], ],
"text/plain": [ "text/plain": [
"<spot.aig; proxy of <Swig Object of type 'spot::aig_ptr *' at 0x7f05083a64b0> >" "<spot.aig; proxy of <Swig Object of type 'spot::aig_ptr *' at 0x7f7a0c009690> >"
] ]
}, },
"metadata": {}, "metadata": {},
@ -3738,7 +3940,7 @@
"</svg>\n" "</svg>\n"
], ],
"text/plain": [ "text/plain": [
"<spot.aig; proxy of <Swig Object of type 'spot::aig_ptr *' at 0x7f05083f2fc0> >" "<spot.aig; proxy of <Swig Object of type 'spot::aig_ptr *' at 0x7f7a0c3edc30> >"
] ]
}, },
"metadata": {}, "metadata": {},
@ -3803,7 +4005,7 @@
"</svg>\n" "</svg>\n"
], ],
"text/plain": [ "text/plain": [
"<spot.twa_graph; proxy of <Swig Object of type 'std::shared_ptr< spot::twa_graph > *' at 0x7f05082c7ba0> >" "<spot.twa_graph; proxy of <Swig Object of type 'std::shared_ptr< spot::twa_graph > *' at 0x7f7a0c009de0> >"
] ]
}, },
"metadata": {}, "metadata": {},
@ -3916,7 +4118,7 @@
"</svg>\n" "</svg>\n"
], ],
"text/plain": [ "text/plain": [
"<spot.aig; proxy of <Swig Object of type 'spot::aig_ptr *' at 0x7f05082cff00> >" "<spot.aig; proxy of <Swig Object of type 'spot::aig_ptr *' at 0x7f7a0c00fe70> >"
] ]
}, },
"metadata": {}, "metadata": {},
@ -4096,7 +4298,7 @@
"</svg>\n" "</svg>\n"
], ],
"text/plain": [ "text/plain": [
"<spot.aig; proxy of <Swig Object of type 'spot::aig_ptr *' at 0x7f05082c7660> >" "<spot.aig; proxy of <Swig Object of type 'spot::aig_ptr *' at 0x7f7a0c009a80> >"
] ]
}, },
"metadata": {}, "metadata": {},
@ -4220,7 +4422,7 @@
"</svg>\n" "</svg>\n"
], ],
"text/plain": [ "text/plain": [
"<spot.twa_graph; proxy of <Swig Object of type 'std::shared_ptr< spot::twa_graph > *' at 0x7f05082c7690> >" "<spot.twa_graph; proxy of <Swig Object of type 'std::shared_ptr< spot::twa_graph > *' at 0x7f7a0c2640c0> >"
] ]
}, },
"execution_count": 16, "execution_count": 16,