relabel_bse: rework to simplify more patterns

Rework the way we compute and use cut-points to catch more patterns we
can rewrite.  Also Use BDDs to check if a Boolean sub-expression is
false or true.   Fixes issue #540.

* spot/tl/relabel.hh: Update documentation
* spot/tl/relabel.cc (relabel_bse): Rework.
* tests/core/ltlfilt.test: Add more test cases.
* tests/python/_mealy.ipynb: Update.
* NEWS: Mention the change.
This commit is contained in:
Alexandre Duret-Lutz 2023-09-13 11:31:49 +02:00
parent cbb981ffd5
commit 7149521f48
5 changed files with 305 additions and 159 deletions

5
NEWS
View file

@ -33,6 +33,11 @@ New in spot 2.11.6.dev (not yet released)
- spot::bdd_to_cnf_formula() is a new variant of spot::bdd_to_formula()
that converts a BDD into a CNF instead of a DNF.
- spot::relabel_bse() has been improved to better deal with more
cases. For instance '(a & b & c) U (!c & d & e)' is now
correctly reduced as '(p0 & p1) U (!p1 & p2)', and
'((a & !b) | (a->b)) U c' now becomes '1 U c'. (Issue #540.)
- spot::relabel_overlapping_bse() is a new function that will
replace boolean subformulas by fresh atomic propositions even if
those subformulas share atomic propositions.

View file

@ -19,6 +19,7 @@
#include "config.h"
#include <spot/tl/relabel.hh>
#include <spot/tl/simplify.hh>
#include <sstream>
#include <spot/misc/hash.hh>
#include <map>
@ -82,7 +83,7 @@ namespace spot
// if subexp == false, matches APs
// if subexp == true, matches boolean subexps
template <bool subexp>
template <bool subexp, bool use_bdd = false>
class relabeler
{
public:
@ -90,6 +91,7 @@ namespace spot
map newname;
ap_generator* gen;
relabeling_map* oldnames;
tl_simplifier tl;
relabeler(ap_generator* gen, relabeling_map* m)
: gen(gen), oldnames(m)
@ -115,6 +117,16 @@ namespace spot
if (!r.second)
return r.first->second;
if constexpr (use_bdd)
if (!old.is(op::ap))
{
bdd b = tl.as_bdd(old);
if (b == bddtrue)
return r.first->second = formula::tt();
if (b == bddfalse)
return r.first->second = formula::ff();
}
formula res = gen->next();
r.first->second = res;
if (oldnames)
@ -269,7 +281,7 @@ namespace spot
// Furthermore, because we are already representing LTL formulas
// with sharing of identical sub-expressions we can easily rename
// a subexpression (such as c&d above) only once. However this
// scheme has two problems:
// scheme (done by relabel_overlapping_bse()) has two problems:
//
// A. It will not detect inter-dependent Boolean subexpressions.
// For instance it will mistakenly relabel "(a & b) U (a & !b)"
@ -278,53 +290,40 @@ namespace spot
// B. Because of our n-ary operators, it will fail to
// notice that (a & b) is a sub-expression of (a & b & c).
//
// The way we compute the subexpressions that can be relabeled is
// by transforming the formula syntax tree into an undirected
// graph, and computing the cut points of this graph. The cut
// points (or articulation points) are the nodes whose removal
// would split the graph in two components. To ensure that a
// Boolean operator is only considered as a cut point if it would
// separate all of its children from the rest of the graph, we
// connect all the children of Boolean operators.
// The way we compute the subexpressions that can be relabeled is by
// transforming the formula syntax tree into an undirected graph,
// and computing the cut-points of this graph. The cut-points (or
// articulation points) are the nodes whose removal would split the
// graph in two components; in our case, we extend this definition to
// also consider the leaves as cut-points.
//
// For instance (a & b) U (c & d) has two (Boolean) cut points
// corresponding to the two AND operators:
// For instance ((a|b)&c&d)U(!d&e&f) is represented by
// the following graph, were cut-points are marked with *.
//
// (a&b)U(c&d)
//
// a&b c&d
//
// a─────b c─────d
// ((a|b)&c&d)U(!d&e&f)
//
// ((a|b)&c&d)* (!d&e&f)*
// │ ╲ │ ╲
// a|b* │ ╲ ! │ ╲
// ╲ │ ╲ │ ╲
// a* b* c* d e* f*
//
// (The root node is also a cut point, but we only consider Boolean
// cut points for relabeling.)
// The relabeling of a formula is done in 3 passes:
// 1. Convert the formula's syntax tree into an undirected graph.
// 2. Compute the (Boolean) cut points of that graph, using the
// Hopcroft-Tarjan algorithm (see below for a reference).
// 3. Recursively scan the formula's tree until we reach
// a (Boolean) cut-point. If all the children of this node
// are cut-points, rename the node with a fresh label.
// If it's a n-ary operator, group all children that are
// and cut-points relabel them as a whole.
//
// On the other hand, (a & b) U (b & !c) has only one Boolean
// cut-point which corresponds to the NOT operator:
//
// (a&b)U(b&!c)
//
// a&b b&!c
//
// a─────b────!c
// │
// c
//
// Note that if the children of a&b and b&c were not connected,
// a&b and b&c would be considered as cut points because they
// separate "a" or "!c" from the rest of the graph.
//
// The relabeling of a formula is therefore done in 3 passes:
// 1. convert the formula's syntax tree into an undirected graph,
// adding links between children of Boolean operators
// 2. compute the (Boolean) cut points of that graph, using the
// Hopcroft-Tarjan algorithm (see below for a reference)
// 3. recursively scan the formula's tree until we reach
// either a (Boolean) cut point or an atomic proposition, and
// replace that node by a fresh atomic proposition.
//
// In the example above (a&b)U(b&!c), the last recursion
// stops on a, b, and !c, producing (p0&p1)U(p1&p2).
// On the above example, when processing the cut-point
// ((a|b)&c&d) we group its children that are cut-points
// (a|b)&c and rename this group as p0. Then d gets
// his own name p1, and when processing (!d&e&f) we group
// e&f because they are both cut-points, are rename them p1.
// The result is (p0 & p1) U (!p1 & p2).
//
// Problem #B above (handling of n-ary expression) need some
// additional tricks. Consider (a&b&c&d) U X(c&d), and assume
@ -343,24 +342,19 @@ namespace spot
// Convert the formula's syntax tree into an undirected graph
// labeled by subformulas.
class formula_to_fgraph
class formula_to_fgraph final
{
public:
fgraph& g;
std::stack<formula> s;
sub_formula_count_t& subcount;
formula_to_fgraph(fgraph& g, sub_formula_count_t& subcount):
g(g), subcount(subcount)
{
}
formula_to_fgraph(fgraph& g, sub_formula_count_t& subcount)
: g(g), subcount(subcount)
{
}
~formula_to_fgraph()
{
}
void
visit(formula f)
void visit(formula f)
{
{
// Connect to parent
@ -411,27 +405,6 @@ namespace spot
}
for (; i < sz; ++i)
visit(f[i]);
if (sz > 1 && f.is_boolean())
{
// For Boolean nodes, connect all children in a
// loop. This way the node can only be a cut point
// if it separates all children from the reset of
// the graph (not only one).
formula pred = f[0];
for (i = 1; i < sz; ++i)
{
formula next = f[i];
// Note that we add an edge in both directions,
// as the cut point algorithm really need undirected
// graphs. (We used to do only one direction, and
// that turned out to be a bug.)
g[pred].emplace_back(next);
g[next].emplace_back(pred);
pred = next;
}
g[pred].emplace_back(f[0]);
g[f[0]].emplace_back(pred);
}
done:
s.pop();
}
@ -465,11 +438,12 @@ namespace spot
// the ACM, 16 (6), June 1973.
//
// It differs from the original algorithm by returning only the
// Boolean cutpoints, and not dealing with the initial state
// Boolean cut-points, not dealing with the initial state
// properly (our initial state will always be considered as a
// cut-point, but since we only return Boolean cut-points it's
// OK: if the top-most formula is Boolean we want to replace it
// as a whole).
// as a whole), and considering the atomic propositions that
// are leaves as cutpoints too.
void cut_points(const fgraph& g, fset& c, formula start)
{
stack_t s;
@ -530,7 +504,14 @@ namespace spot
data_entry& dgrand_parent = data[grand_parent];
if (dparent.low >= dgrand_parent.num // cut-point
&& grand_parent.is_boolean())
c.insert(grand_parent);
{
c.insert(grand_parent);
// Also consider atomic propositions as
// cut-points if they are leaves.
if (parent.is(op::ap)
&& g.find(parent)->second.size() == 1)
c.insert(parent);
}
if (dparent.low < dgrand_parent.low)
dgrand_parent.low = dparent.low;
}
@ -539,7 +520,7 @@ namespace spot
}
class bse_relabeler final: public relabeler<false>
class bse_relabeler final: public relabeler<false, true>
{
public:
const fset& c;
@ -553,12 +534,45 @@ namespace spot
using relabeler::visit;
formula
visit(formula f)
formula visit(formula f)
{
if (f.is(op::ap) || (c.find(f) != c.end()))
if (f.is(op::ap))
return rename(f);
// This is Boolean cut-point?
// We can only relabel it if all its children are cut-points.
if (c.find(f) != c.end())
{
unsigned fsz = f.size();
assert(fsz > 0); // A cut point has children
if (fsz == 1
|| (fsz == 2
&& ((c.find(f[0]) != c.end())
== (c.find(f[1]) != c.end()))))
return rename(f);
if (fsz > 2)
{
// cp[0] will contains non cut-points
// cp[1] will contain cut-points or atomic propositions
std::vector<formula> cp[2];
cp[0].reserve(fsz);
cp[1].reserve(fsz);
for (unsigned i = 0; i < fsz; ++i)
{
formula cf = f[i];
cp[c.find(cf) != c.end()].push_back(cf);
}
if (cp[0].empty()
|| cp[1].empty())
// all children are cut-points or non-cut-points
return rename(f);
formula cp1group = rename(formula::multop(f.kind(), cp[1]));
formula cp0group = visit(formula::multop(f.kind(), cp[0]));
return formula::multop(f.kind(), {cp1group, cp0group});
}
}
// Not a cut-point, recurse
unsigned sz = f.size();
if (sz <= 2)
return f.map([this](formula f)
@ -566,24 +580,24 @@ namespace spot
return visit(f);
});
unsigned i = 0;
std::vector<formula> res;
if (f.is_boolean() && sz > 2)
{
// If we have a Boolean formula with more than two
// children, like (a & b & c & d) where some children
// (assume {a,b}) are used only once, but some other
// (assume {c,d}) are used multiple time in the formula,
// then split that into ((a & b) & (c & d)) to give
// (a & b) a chance to be relabeled as a whole.
auto pair = split_used_once(f, subcount);
if (pair.second)
return formula::multop(f.kind(), { visit(pair.first),
visit(pair.second) });
}
// If we have a Boolean formula with more than two
// children, like (a & b & c & d) where some children
// (assume {a,b}) are used only once, but some other
// (assume {c,d}) are used multiple time in the formula,
// then split that into ((a & b) & (c & d)) to give
// (a & b) a chance to be relabeled as a whole.
if (auto pair = split_used_once(f, subcount); pair.second)
{
formula left = visit(pair.first);
formula right = visit(pair.second);
return formula::multop(f.kind(), { left, right });
}
/// If we have a formula like (a & b & Xc), consider
/// it as ((a & b) & Xc) in the graph to isolate the
/// Boolean operands as a single node.
unsigned i = 0;
std::vector<formula> res;
formula b = f.boolean_operands(&i);
if (b && b != f)
{
@ -630,6 +644,10 @@ namespace spot
fset c;
cut_points(g, c, f);
// std::cerr << "cut-points\n";
// for (formula cp: c)
// std::cerr << " - " << cp << '\n';
// Relabel the formula recursively, stopping
// at cut-points or atomic propositions.
ap_generator* gen = nullptr;

View file

@ -53,13 +53,13 @@ namespace spot
/// proposition for each maximal Boolean subexpression encountered,
/// even if they overlap (i.e., share common atomic
/// propositions). For instance `(a & b & c) U (c & d & e)` will be
/// simply be relabeled as `p0 U p1`. This kind of renaming to not
/// preserves the
/// simply be relabeled as `p0 U p1`. This kind of renaming does not
/// preserve the satisfiability of the input formula.
///
/// The relabel_bse() version will make sure that the replaced
/// subexpressions do not share atomic propositions. For instance
/// `(a & b & c) U (c & d & e)` will be simply be relabeled as
/// `(p0 & p1) U (p1 & p2)`, were `p1` replaces `c` and the rest
/// `(a & b & c) U (!c & d & e)` will be simply be relabeled as
/// `(p0 & p1) U (!p1 & p2)`, were `p1` replaces `c` and the rest
/// is obvious.
///
/// @{

View file

@ -363,6 +363,14 @@ b & GF(a | c) & !GF!(a | c)
F(a <-> b) -> (c xor d)
(a & b & c) U (c & d & e)
(a & b & c) U !(a & b & c)
(a & b & c) U (!c & d & e)
((a | b) & c & d) U (!d & e & f)
((a | b) & d) U (!d & e & f)
(a & !a) | (b & !b) | (c & !c)
((a & !a) | (b & !b) | (c & !c)) U d
((a & !a) | (b & !b) | (c & e)) U d
((a & !b) | (!a & b)) U c
((a & !b) | (a->b)) U c
EOF
cat >exp <<EOF
@ -373,6 +381,12 @@ p0 | Gp1 | FG(p2 | Xp3)
p0 | Gp1
(p0 & p1) U (p1 & p2)
(p0 & p1 & p2) U (!p0 | !p1 | !p2)
(p0 & p1) U (!p1 & p2)
(p0 & p1) U (!p0 & p2)
0
p0
p0 U p1
1 U p0
EOF
run 0 ltlfilt -u --nnf --relabel-bool=pnn in >out
@ -405,6 +419,22 @@ p0 || []p1
#define p1 (b)
#define p2 (c)
(p0 && p1 && p2) U (!p0 || !p1 || !p2)
#define p0 (a && b)
#define p1 (c)
#define p2 (d && e)
(p0 && p1) U (!p1 && p2)
#define p0 (d)
#define p1 (a || b)
#define p2 (e && f)
(p0 && p1) U (!p0 && p2)
false
#define p0 (d)
p0
#define p0 ((a && !a) || (b && !b) || (c && e))
#define p1 (d)
p0 U p1
#define p0 (c)
true U p0
EOF
run 0 ltlfilt -s -u --nnf --relabel-bool=pnn --define in >out
@ -455,6 +485,48 @@ p0 && []<>(p1 || p2) && ![]<>!(p1 || p2)
#define p1 (b)
#define p2 (c)
(p0 && p1 && p2) U !(p0 && p1 && p2)
#define p0 (a)
#define p1 (b)
#define p2 (c)
#define p3 (d)
#define p4 (e)
(p0 && p1 && p2) U (!p2 && p3 && p4)
#define p0 (c)
#define p1 (d)
#define p2 (a)
#define p3 (b)
#define p4 (e)
#define p5 (f)
(p0 && p1 && (p2 || p3)) U (!p1 && p4 && p5)
#define p0 (d)
#define p1 (a)
#define p2 (b)
#define p3 (e)
#define p4 (f)
(p0 && (p1 || p2)) U (!p0 && p3 && p4)
#define p0 (a)
#define p1 (b)
#define p2 (c)
(p0 && !p0) || (p1 && !p1) || (p2 && !p2)
#define p0 (a)
#define p1 (b)
#define p2 (c)
#define p3 (d)
((p0 && !p0) || (p1 && !p1) || (p2 && !p2)) U p3
#define p0 (a)
#define p1 (b)
#define p2 (c)
#define p3 (e)
#define p4 (d)
((p2 && p3) || (p0 && !p0) || (p1 && !p1)) U p4
#define p0 (a)
#define p1 (b)
#define p2 (c)
((p0 && !p1) || (!p0 && p1)) U p2
#define p0 (a)
#define p1 (b)
#define p2 (c)
((p0 && !p1) || (p0 -> p1)) U p2
EOF
run 0 ltlfilt -s -u --relabel=pnn --define in >out
@ -486,12 +558,13 @@ Fp0 -> p1
p0 U p1
#define p0 (a & b & c)
p0 U !p0
#define p0 ((a & !a) | (b & !b) | (c & !c))
p0
EOF
run 0 ltlfilt -u --relabel-over=pnn --define in >out
diff exp out
toolong='((p2=0) * (p3=1))' # work around the 80-col check
cat >exp <<EOF
#define p0 (a=1)
@ -534,6 +607,48 @@ cat >exp <<EOF
#define p1 (b=1)
#define p2 (c=1)
((p0=1) * (p1=1) * (p2=1)) U ((p0=0) + (p1=0) + (p2=0))
#define p0 (a=1)
#define p1 (b=1)
#define p2 (c=1)
#define p3 (d=1)
#define p4 (e=1)
((p0=1) * (p1=1) * (p2=1)) U ((p2=0) * (p3=1) * (p4=1))
#define p0 (c=1)
#define p1 (d=1)
#define p2 (a=1)
#define p3 (b=1)
#define p4 (e=1)
#define p5 (f=1)
((p0=1) * (p1=1) * ((p2=1) + (p3=1))) U ((p1=0) * (p4=1) * (p5=1))
#define p0 (d=1)
#define p1 (a=1)
#define p2 (b=1)
#define p3 (e=1)
#define p4 (f=1)
((p0=1) * ((p1=1) + (p2=1))) U ((p0=0) * (p3=1) * (p4=1))
#define p0 (a=1)
#define p1 (b=1)
#define p2 (c=1)
((p0=1) * (p0=0)) + ((p1=1) * (p1=0)) + ((p2=1) * (p2=0))
#define p0 (a=1)
#define p1 (b=1)
#define p2 (c=1)
#define p3 (d=1)
(((p0=1) * (p0=0)) + ((p1=1) * (p1=0)) + ((p2=1) * (p2=0))) U (p3=1)
#define p0 (a=1)
#define p1 (b=1)
#define p2 (c=1)
#define p3 (e=1)
#define p4 (d=1)
(((p2=1) * (p3=1)) + ((p0=1) * (p0=0)) + ((p1=1) * (p1=0))) U (p4=1)
#define p0 (a=1)
#define p1 (b=1)
#define p2 (c=1)
(((p0=1) * (p1=0)) + ((p0=0) * (p1=1))) U (p2=1)
#define p0 (a=1)
#define p1 (b=1)
#define p2 (c=1)
((p0=0) + (p1=1) + ((p0=1) * (p1=0))) U (p2=1)
EOF
run 0 ltlfilt -p --wring -u --nnf --relabel=pnn --define in >out
diff exp out
@ -550,6 +665,14 @@ b & GF(a | c) & !GF!(a | c)@
F(a <-> b) -> (c xor d)@
(a & b & c) U (c & d & e)@
(a & b & c) U !(a & b & c)@
(a & b & c) U (!c & d & e)@
(c & d & (a | b)) U (!d & e & f)@
(d & (a | b)) U (!d & e & f)@
(a & !a) | (b & !b) | (c & !c)@
((a & !a) | (b & !b) | (c & !c)) U d@
((a & !a) | (b & !b) | (c & e)) U d@
((a & !b) | (!a & b)) U c@
((a -> b) | (a & !b)) U c@
EOF
diff exp out

View file

@ -129,7 +129,7 @@
"</svg>\n"
],
"text/plain": [
"<spot.twa_graph; proxy of <Swig Object of type 'std::shared_ptr< spot::twa_graph > *' at 0x7f86481a2690> >"
"<spot.twa_graph; proxy of <Swig Object of type 'std::shared_ptr< spot::twa_graph > *' at 0x7f8877796550> >"
]
},
"execution_count": 4,
@ -209,7 +209,7 @@
"</svg>\n"
],
"text/plain": [
"<spot.twa_graph; proxy of <Swig Object of type 'std::shared_ptr< spot::twa_graph > *' at 0x7f85f45cbb70> >"
"<spot.twa_graph; proxy of <Swig Object of type 'std::shared_ptr< spot::twa_graph > *' at 0x7f8877796820> >"
]
},
"execution_count": 6,
@ -283,7 +283,7 @@
"</svg>\n"
],
"text/plain": [
"<spot.twa_graph; proxy of <Swig Object of type 'std::shared_ptr< spot::twa_graph > *' at 0x7f85f45cbb70> >"
"<spot.twa_graph; proxy of <Swig Object of type 'std::shared_ptr< spot::twa_graph > *' at 0x7f8877796820> >"
]
},
"execution_count": 8,
@ -387,7 +387,7 @@
"</svg>\n"
],
"text/plain": [
"<spot.twa_graph; proxy of <Swig Object of type 'std::shared_ptr< spot::twa_graph > *' at 0x7f861bfc8ae0> >"
"<spot.twa_graph; proxy of <Swig Object of type 'std::shared_ptr< spot::twa_graph > *' at 0x7f8877797b40> >"
]
},
"execution_count": 9,
@ -532,7 +532,7 @@
"</svg>\n"
],
"text/plain": [
"<spot.twa_graph; proxy of <Swig Object of type 'std::shared_ptr< spot::twa_graph > *' at 0x7f85f45efde0> >"
"<spot.twa_graph; proxy of <Swig Object of type 'std::shared_ptr< spot::twa_graph > *' at 0x7f88777970f0> >"
]
},
"execution_count": 10,
@ -600,15 +600,15 @@
" <tr>\n",
" <th>0</th>\n",
" <td>presat</td>\n",
" <td>3868.95</td>\n",
" <td>3.282e-06</td>\n",
" <td>1.4388e-05</td>\n",
" <td>0.000129765</td>\n",
" <td>1.3759e-05</td>\n",
" <td>9.499e-06</td>\n",
" <td>8.73e-06</td>\n",
" <td>9.01e-06</td>\n",
" <td>6.6209e-05</td>\n",
" <td>7.7176e-05</td>\n",
" <td>2.863e-06</td>\n",
" <td>1.6553e-05</td>\n",
" <td>0.000186061</td>\n",
" <td>7.753e-06</td>\n",
" <td>1.0616e-05</td>\n",
" <td>1.1804e-05</td>\n",
" <td>8.101e-06</td>\n",
" <td>6.7328e-05</td>\n",
" <td>...</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
@ -634,7 +634,7 @@
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>...</td>\n",
" <td>0.000743251</td>\n",
" <td>0.000496302</td>\n",
" <td>2</td>\n",
" <td>0</td>\n",
" <td>7</td>\n",
@ -652,16 +652,16 @@
],
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" task premin_time reorg_time partsol_time player_incomp_time incomp_time \\\n",
"0 presat 3868.95 3.282e-06 1.4388e-05 0.000129765 1.3759e-05 \n",
"0 presat 7.7176e-05 2.863e-06 1.6553e-05 0.000186061 7.753e-06 \n",
"1 sat NaN NaN NaN NaN NaN \n",
"\n",
" split_all_let_time split_min_let_time split_cstr_time prob_init_build_time \\\n",
"0 9.499e-06 8.73e-06 9.01e-06 6.6209e-05 \n",
"0 1.0616e-05 1.1804e-05 8.101e-06 6.7328e-05 \n",
"1 NaN NaN NaN NaN \n",
"\n",
" ... total_time n_classes n_refinement n_lit n_clauses n_iteration \\\n",
"0 ... NaN NaN NaN NaN NaN NaN \n",
"1 ... 0.000743251 2 0 7 12 0 \n",
"1 ... 0.000496302 2 0 7 12 0 \n",
"\n",
" n_letters_part n_bisim_let n_min_states done \n",
"0 3 2 NaN NaN \n",
@ -758,7 +758,7 @@
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]
},
"execution_count": 11,
@ -855,13 +855,13 @@
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]
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"execution_count": 12,
@ -994,13 +994,13 @@
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"<text text-anchor=\"start\" x=\"468\" y=\"-13.98\" font-family=\"Lato\" font-size=\"14.00\">(!o0 &amp; o1) | (o0 &amp; !o1)</text>\n",
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"</svg>\n"
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"execution_count": 13,
@ -1067,15 +1067,15 @@
" <tr>\n",
" <th>0</th>\n",
" <td>presat</td>\n",
" <td>3869.08</td>\n",
" <td>3.213e-06</td>\n",
" <td>9.079e-06</td>\n",
" <td>9.5752e-05</td>\n",
" <td>5.168e-06</td>\n",
" <td>5.727e-06</td>\n",
" <td>7.543e-06</td>\n",
" <td>1.5784e-05</td>\n",
" <td>4.0507e-05</td>\n",
" <td>3.282e-06</td>\n",
" <td>3.702e-06</td>\n",
" <td>1.4248e-05</td>\n",
" <td>0.000109094</td>\n",
" <td>6.705e-06</td>\n",
" <td>9.219e-06</td>\n",
" <td>8.52e-06</td>\n",
" <td>1.0407e-05</td>\n",
" <td>3.2896e-05</td>\n",
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@ -1149,7 +1149,7 @@
" <td>NaN</td>\n",
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@ -1167,22 +1167,22 @@
],
"text/plain": [
" task premin_time reorg_time partsol_time player_incomp_time \\\n",
"0 presat 3869.08 3.213e-06 9.079e-06 9.5752e-05 \n",
"0 presat 3.282e-06 3.702e-06 1.4248e-05 0.000109094 \n",
"1 sat NaN NaN NaN NaN \n",
"2 refinement NaN NaN NaN NaN \n",
"3 sat NaN NaN NaN NaN \n",
"\n",
" incomp_time split_all_let_time split_min_let_time split_cstr_time \\\n",
"0 5.168e-06 5.727e-06 7.543e-06 1.5784e-05 \n",
"0 6.705e-06 9.219e-06 8.52e-06 1.0407e-05 \n",
"1 NaN NaN NaN NaN \n",
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"\n",
" prob_init_build_time ... total_time n_classes n_refinement n_lit \\\n",
"0 4.0507e-05 ... NaN NaN NaN NaN \n",
"1 NaN ... NaN 1 0 3 \n",
"2 NaN ... NaN 1 1 10 \n",
"3 NaN ... 0.000399073 2 0 17 \n",
" prob_init_build_time ... total_time n_classes n_refinement n_lit \\\n",
"0 3.2896e-05 ... NaN NaN NaN NaN \n",
"1 NaN ... NaN 1 0 3 \n",
"2 NaN ... NaN 1 1 10 \n",
"3 NaN ... 0.00041242 2 0 17 \n",
"\n",
" n_clauses n_iteration n_letters_part n_bisim_let n_min_states done \n",
"0 NaN NaN 1 1 NaN NaN \n",
@ -1286,7 +1286,7 @@
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"execution_count": 14,
@ -1365,15 +1365,15 @@
" <tr>\n",
" <th>0</th>\n",
" <td>presat</td>\n",
" <td>3869.14</td>\n",
" <td>2.863e-06</td>\n",
" <td>9.08e-06</td>\n",
" <td>6.0622e-05</td>\n",
" <td>4.679e-06</td>\n",
" <td>5.308e-06</td>\n",
" <td>8.59e-06</td>\n",
" <td>7.962e-06</td>\n",
" <td>4.0159e-05</td>\n",
" <td>1.956e-06</td>\n",
" <td>2.445e-06</td>\n",
" <td>8.171e-06</td>\n",
" <td>5.0007e-05</td>\n",
" <td>4.819e-06</td>\n",
" <td>6.077e-06</td>\n",
" <td>5.797e-06</td>\n",
" <td>4.33e-06</td>\n",
" <td>2.242e-05</td>\n",
" <td>...</td>\n",
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@ -1447,7 +1447,7 @@
" <td>NaN</td>\n",
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@ -1465,22 +1465,22 @@
],
"text/plain": [
" task premin_time reorg_time partsol_time player_incomp_time \\\n",
"0 presat 3869.14 2.863e-06 9.08e-06 6.0622e-05 \n",
"0 presat 1.956e-06 2.445e-06 8.171e-06 5.0007e-05 \n",
"1 sat NaN NaN NaN NaN \n",
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"\n",
" incomp_time split_all_let_time split_min_let_time split_cstr_time \\\n",
"0 4.679e-06 5.308e-06 8.59e-06 7.962e-06 \n",
"0 4.819e-06 6.077e-06 5.797e-06 4.33e-06 \n",
"1 NaN NaN NaN NaN \n",
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"\n",
" prob_init_build_time ... total_time n_classes n_refinement n_lit \\\n",
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" n_clauses n_iteration n_letters_part n_bisim_let n_min_states done \n",
"0 NaN NaN 1 1 NaN NaN \n",
@ -1705,7 +1705,7 @@
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