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dstar2tgba

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This tool converts automata into transition-based generalized Büchi automata, a.k.a., TGBA. It can also produce Büchi automata on request (-B). It's usage is almost similar to ltl2tgba except that instead of supplying a formula to translate, you should specify a filename containing the automaton to convert.

In earlier version (before Spot 1.99.4) dstar2tgba was only able to read automata written in the format output by ltl2dstar. However nowadays it can read automata in any of the supported formats (HOA, LBTT's format, ltl2dstar's format, and never claims). Also dstar2tgba used to be the only tool being able to read ltl2dstar's format, but today this format can also be read by any of the tool that read automata. So in practice, running dstar2tgba some files... produces the same result as running autfilt --tgba --high --small some files....

Two quick examples

Here are some brief examples before we discuss the behavior of dstar2tgba in more detail.

From Rabin to Büchi

The following command instructs ltl2dstar to:

  1. run ltl2tgba -Ds to build a Büchi automaton for (a U b) & GFb, and then
  2. convert that Büchi automaton into a deterministic Rabin automaton (DRA) stored in fagfb.

Additionally we use ltlfilt to convert our formula to the prefix format used by ltl2dstar.

ltlfilt -f '(a U b) & GFb' -l | ltl2dstar --ltl2nba=spin:ltl2tgba@-Ds - fagfb

By looking at the file fagfb you can see the ltl2dsar actually produced a 4-state DRA:

cat fagfb
DRA v2 explicit
Comment: "DBA2DRA[NBA=3]"
States: 4
Acceptance-Pairs: 1
Start: 1
AP: 2 "a" "b"
---
State: 0
Acc-Sig:
0
0
0
0
State: 1
Acc-Sig:
0
1
3
3
State: 2
Acc-Sig:
2
2
3
3
State: 3
Acc-Sig: +0
2
2
3
3

Let's display this automaton with autfilt:

autfilt fagfb --dot

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dstar2tgba can now be used to convert this DRA into a TGBA, a BA, or a Monitor, using the same options as ltl2tgba.

For instance here is the conversion to a Büchi automaton (-B):

dstar2tgba -B fagfb -d

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Note that by default the output is not complete. Use -C if you want a complete automaton.

But we could as well require the output as a never claim for Spin (option -s):

dstar2tgba -s fagfb
never {
T0_init:
  if
  :: ((a) && (!(b))) -> goto T0_init
  :: (b) -> goto accept_S2
  fi;
T0_S1:
  if
  :: (!(b)) -> goto T0_S1
  :: (b) -> goto accept_S2
  fi;
accept_S2:
  if
  :: (!(b)) -> goto T0_S1
  :: (b) -> goto accept_S2
  fi;
}

Streett to TGBA

Here is the translation of GFa | GFb to a 4-state Streett automaton:

ltlfilt -f 'GFa & GFb' -l | ltl2dstar --automata=streett --ltl2nba=spin:ltl2tgba@-Ds - gfagfb
autfilt --dot gfagfb

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And now its conversion by dstar2tgba to a 4-state TGBA. We don't pass any option to dstar2tgba because converting to TGBA is the default:

dstar2tgba gfagfb -d

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Obviously the resulting automaton could be simplified further, as the minimal TGBA for this formula has a single state. (Patches welcome…)

Details

General behavior

The dstar2tgba tool implements a 4-step process:

  1. read the automaton
  2. convert it into TGBA
  3. postprocess the resulting TGBA (simplifying the automaton, a degeneralizing it into a BA or Monitor if requested)
  4. output the resulting automaton

BTW, the above scenario is also exactly what you get with autfilt if you run it as autfilt --tgba --high --small. (This is true only since version 1.99.4, since both tools can now read the same file formats.)

Controlling output

The last two steps are shared with ltl2tgba and use the same options.

The type of automaton to produce can be selected using the -B or -M switches:

-B, --ba                   Büchi Automaton (implies -S)
    --cobuchi, --coBuchi   automaton with co-Büchi acceptance (will
                           recognize a superset of the input language if not
                           co-Büchi realizable)
-C, --complete             output a complete automaton
-G, --generic              any acceptance condition is allowed
-M, --monitor              Monitor (accepts all finite prefixes of the given
                           property)
-p, --colored-parity[=any|min|max|odd|even|min odd|min even|max odd|max
    even]                  colored automaton with parity acceptance
-P, --parity[=any|min|max|odd|even|min odd|min even|max odd|max even]
                           automaton with parity acceptance
-S, --state-based-acceptance, --sbacc
                           define the acceptance using states
    --tgba                 Transition-based Generalized Büchi Automaton
                           (default)

And these may be refined by a simplification goal, should the post-processor routine had a choice to make:

-a, --any                  no preference, do not bother making it small or
                           deterministic
-D, --deterministic        prefer deterministic automata (combine with
                           --generic to be sure to obtain a deterministic
                           automaton)
    --small                prefer small automata (default)

The effort put into post-processing can be limited with the --low or --medium options:

--high                 all available optimizations (slow, default)
--low                  minimal optimizations (fast)
--medium               moderate optimizations

For instance using -a --low will skip any optional post-processing, should you find dstar2tgba too slow.

Finally, the output format can be changed with the following common ouput options:

-8, --utf8                 enable UTF-8 characters in output (ignored with
                           --lbtt or --spin)
    --check[=PROP]         test for the additional property PROP and output
                           the result in the HOA format (implies -H).  PROP
                           may be any prefix of 'all' (default),
                           'unambiguous', 'stutter-invariant', or 'strength'.

-d, --dot[=1|a|A|b|B|c|C(COLOR)|e|f(FONT)|h|k|K|n|N|o|r|R|s|t|u|v|y|+INT|<INT|#]                                                          GraphViz's format.
                           Add letters for (1) force numbered states, (a)
                           show acceptance condition (default), (A) hide
                           acceptance condition, (b) acceptance sets as
                           bullets, (B) bullets except for Büchi/co-Büchi
                           automata, (c) force circular nodes, (C) color
                           nodes with COLOR, (d) show origins when known, (e)
                           force elliptic nodes, (f(FONT)) use FONT, (h)
                           horizontal layout, (k) use state labels when
                           possible, (K) use transition labels (default), (n)
                           show name, (N) hide name, (o) ordered transitions,
                           (r) rainbow colors for acceptance sets, (R) color
                           acceptance sets by Inf/Fin, (s) with SCCs, (t)
                           force transition-based acceptance, (u) hide true
                           states, (v) vertical layout, (y) split universal
                           edges by color, (+INT) add INT to all set numbers,
                           (<INT) display at most INT states, (#) show
                           internal edge numbers
-H, --hoaf[=1.1|i|k|l|m|s|t|v]   Output the automaton in HOA format
                           (default).  Add letters to select (1.1) version
                           1.1 of the format, (i) use implicit labels for
                           complete deterministic automata, (s) prefer
                           state-based acceptance when possible [default],
                           (t) force transition-based acceptance, (m) mix
                           state and transition-based acceptance, (k) use
                           state labels when possible, (l) single-line
                           output, (v) verbose properties
    --lbtt[=t]             LBTT's format (add =t to force transition-based
                           acceptance even on Büchi automata)
    --name=FORMAT          set the name of the output automaton
-o, --output=FORMAT        send output to a file named FORMAT instead of
                           standard output.  The first automaton sent to a
                           file truncates it unless FORMAT starts with '>>'.
-q, --quiet                suppress all normal output
-s, --spin[=6|c]           Spin neverclaim (implies --ba).  Add letters to
                           select (6) Spin's 6.2.4 style, (c) comments on
                           states
    --stats=FORMAT, --format=FORMAT
                           output statistics about the automaton

The --stats options can output statistics about the input and the output automaton, so it can be useful to search for particular pattern.

For instance here is a complex command that will

  1. generate an infinite stream of random LTL formulas with randltl,
  2. use ltlfilt to rewrite the W and M operators away (--remove-wm), simplify the formulas (-r), remove duplicates (u) as well as formulas that have a size less then 3 (--size-min=3), and keep only the 10 first formulas (-n 10)
  3. loop to process each of these formula:
    • print it
    • then convert the formula into ltl2dstar's input format, process it with ltl2dstar (using ltl2tgba as the actual LTL->BA transltor), and process the result with dstar2tgba to build a Büchi automaton (-B), favoring determinism if we can (-D), and finally displaying some statistics about this conversion.

The statistics displayed in this case are: %S, the number of states of the input (Rabin) automaton, %s, the number of states of the output (Büchi) automaton, %d, whether the output automaton is deterministic, and %p whether the automaton is complete.

randltl -n -1 --tree-size=10..14 a b c |
ltlfilt --remove-wm -r -u --size-min=3 -n 10 |
while read f; do
  echo "$f"
  ltlfilt -l -f "$f" |
  ltl2dstar --ltl2nba=spin:ltl2tgba@-Ds - - |
  dstar2tgba -B --stats='  DRA: %Sst.; BA: %sst.; det.? %d; complete? %p'
done
(b | Fa) R Fc
  DRA: 9st.; BA: 9st.; det.? 1; complete? 1
Ga U G(!a | Gc)
  DRA: 7st.; BA: 7st.; det.? 0; complete? 0
GFc
  DRA: 2st.; BA: 2st.; det.? 1; complete? 1
!a | (a R b)
  DRA: 3st.; BA: 2st.; det.? 1; complete? 0
Xc R G(b | G!c)
  DRA: 3st.; BA: 2st.; det.? 1; complete? 0
c & G(b | F(a & c))
  DRA: 4st.; BA: 3st.; det.? 1; complete? 0
XXFc
  DRA: 4st.; BA: 4st.; det.? 1; complete? 1
XFc | Gb
  DRA: 4st.; BA: 4st.; det.? 1; complete? 1
G(((!a & Gc) | (a & F!c)) U (!a | Ga))
  DRA: 6st.; BA: 5st.; det.? 1; complete? 1
a & !b
  DRA: 3st.; BA: 2st.; det.? 1; complete? 0

An important point you should be aware of when comparing these numbers of states is that the deterministic automata produced by ltl2dstar are complete, while the automata produced by dstar2tgba (deterministic or not) are not complete by default. This can explain a difference of one state (the so called "sink" state).

You can instruct dstar2tgba to output a complete automaton using the --complete option (or -C for short).

Conversion of various acceptance conditions to TGBA and BA

Spot implements several acceptance conversion algorithms. There is one generic cases, with some specialized variants.

  • Generic case

    The most generic one, called remove_fin() in Spot, takes an automaton with any acceptance condition, and as its name suggests, it removes all the Fin(x) from the acceptance condition: the output is an automaton whose acceptance conditions is a Boolean combination of Inf(x) acceptance primitive. (Such automata with Fin-less acceptance can be easily tested for emptiness using SCC-based emptiness checks.) This algorithm works by fist converting the acceptance conditions into disjunctive normal form, and then removing any Fin(x) acceptance by adding non-deterministic jumps into clones of the SCCs that intersect set x. This is done with a few tricks that limits the numbers of clones, and that ensure that the resulting automaton uses at most one extra acceptance sets. This algorithm is not readily available from dstar2tgba, but autfilt has an option --remove-fin if you need it.

    From an automaton with Fin-less acceptance, one can obtain a TGBA without changing the transitions structure: take the Fin-less acceptance, transform it into conjunctive normal form (CNF), and create one new Fin-accepting set for each conjunct of the CNF. The combination of these two algorithms is implemented by the to_generalized_buchi() function in Spot.

    Finally a TGBA can easily be converted into a BA with classical degeneralization algorithms (our version of that includes several SCC-based optimizations described in our SPIN'13 paper).

    This generalized case is specialized for two types of acceptances that are common (Rabin and Streett).

  • State-based Rabin to BA

    For state-based Rabin automata, and dedicated conversion to BA is used.

    The conversion implemented is a variation of Krishnan et al.'s "Deterministic ω-Automata vis-a-vis Deterministic Büchi Automata" (ISAAC'94) paper. They explain how to convert a deterministic Rabin automaton (DRA) into a deterministic Büchi automaton (DBA) when such an automaton exist. The surprising result is that when a DRA is DBA-realizable, a DBA can be obtained from the DRA without changing its transition structure.

    Spot implements a slight refinement to the above technique by doing it SCC-wise: any DRA will be converted into a BA, and the determinism will be conserved only for strongly connected components where determinism can be conserved. (If some SCC is not DBA-realizable, it will be cloned into several deterministic SCC, but the jumps between these SCCs will be nondeterministic.)

    This specialized conversion is built in the remove_fin() procedure described above.

  • Streett to TGBA

    Streett acceptance have a specialized conversion into non-deterministic TGBA. This improved conversion is automatically used by to_generalized_buchi().

    When a Streett automaton uses multiple acceptance pairs, we use generalized acceptance conditions in the TGBA to limit the combinatorial explosion.

    A straightforward translation from Streett to BA, as described for instance by Löding's diploma thesis, will create a BA with \(|Q|\cdot(4^n-3^n+2)\) states if the input Streett automaton has \(|Q|\) states and \(n\) acceptance pairs. Our translation to TGBA limits this to \(|Q|\cdot(2^n+1)\) states.

    Sometimes, as in the example for GFa & GFb the output of this conversion happens to be deterministic. This is pure luck: Spot does not implement any algorithm to preserve the determinism of Streett automata.