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// Copyright 2005-2024 Google LLC
//
// Licensed under the Apache License, Version 2.0 (the 'License');
// you may not use this file except in compliance with the License.
// You may obtain a copy of the License at
//
// http://www.apache.org/licenses/LICENSE-2.0
//
// Unless required by applicable law or agreed to in writing, software
// distributed under the License is distributed on an 'AS IS' BASIS,
// WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
// See the License for the specific language governing permissions and
// limitations under the License.
//
// See www.openfst.org for extensive documentation on this weighted
// finite-state transducer library.
//
// FST property bits.
#ifndef FST_PROPERTIES_H_
#define FST_PROPERTIES_H_
#include <sys/types.h>
#include <cstddef>
#include <cstdint>
#include <vector>
#include <fst/compat.h>
#include <fst/log.h>
#include <string_view>
namespace fst {
// The property bits here assert facts about an FST. If individual bits are
// added, then the composite properties below, the property functions and
// property names in properties.cc, and TestProperties() in test-properties.h
// should be updated.
// BINARY PROPERTIES
//
// For each property below, there is a single bit. If it is set, the property is
// true. If it is not set, the property is false.
// The Fst is an ExpandedFst.
inline constexpr uint64_t kExpanded = 0x0000000000000001ULL;
// The Fst is a MutableFst.
inline constexpr uint64_t kMutable = 0x0000000000000002ULL;
// An error was detected while constructing/using the FST.
inline constexpr uint64_t kError = 0x0000000000000004ULL;
// TRINARY PROPERTIES
//
// For each of these properties below there is a pair of property bits, one
// positive and one negative. If the positive bit is set, the property is true.
// If the negative bit is set, the property is false. If neither is set, the
// property has unknown value. Both should never be simultaneously set. The
// individual positive and negative bit pairs should be adjacent with the
// positive bit at an odd and lower position.
// ilabel == olabel for each arc.
inline constexpr uint64_t kAcceptor = 0x0000000000010000ULL; // ilabel != olabel for some arc.
inline constexpr uint64_t kNotAcceptor = 0x0000000000020000ULL;
// ilabels unique leaving each state.
inline constexpr uint64_t kIDeterministic = 0x0000000000040000ULL; // ilabels not unique leaving some state.
inline constexpr uint64_t kNonIDeterministic = 0x0000000000080000ULL;
// olabels unique leaving each state.
inline constexpr uint64_t kODeterministic = 0x0000000000100000ULL; // olabels not unique leaving some state.
inline constexpr uint64_t kNonODeterministic = 0x0000000000200000ULL;
// FST has input/output epsilons.
inline constexpr uint64_t kEpsilons = 0x0000000000400000ULL; // FST has no input/output epsilons.
inline constexpr uint64_t kNoEpsilons = 0x0000000000800000ULL;
// FST has input epsilons.
inline constexpr uint64_t kIEpsilons = 0x0000000001000000ULL; // FST has no input epsilons.
inline constexpr uint64_t kNoIEpsilons = 0x0000000002000000ULL;
// FST has output epsilons.
inline constexpr uint64_t kOEpsilons = 0x0000000004000000ULL; // FST has no output epsilons.
inline constexpr uint64_t kNoOEpsilons = 0x0000000008000000ULL;
// ilabels sorted wrt < for each state.
inline constexpr uint64_t kILabelSorted = 0x0000000010000000ULL; // ilabels not sorted wrt < for some state.
inline constexpr uint64_t kNotILabelSorted = 0x0000000020000000ULL;
// olabels sorted wrt < for each state.
inline constexpr uint64_t kOLabelSorted = 0x0000000040000000ULL; // olabels not sorted wrt < for some state.
inline constexpr uint64_t kNotOLabelSorted = 0x0000000080000000ULL;
// Non-trivial arc or final weights.
inline constexpr uint64_t kWeighted = 0x0000000100000000ULL; // Only trivial arc and final weights.
inline constexpr uint64_t kUnweighted = 0x0000000200000000ULL;
// FST has cycles.
inline constexpr uint64_t kCyclic = 0x0000000400000000ULL; // FST has no cycles.
inline constexpr uint64_t kAcyclic = 0x0000000800000000ULL;
// FST has cycles containing the initial state.
inline constexpr uint64_t kInitialCyclic = 0x0000001000000000ULL; // FST has no cycles containing the initial state.
inline constexpr uint64_t kInitialAcyclic = 0x0000002000000000ULL;
// FST is topologically sorted.
inline constexpr uint64_t kTopSorted = 0x0000004000000000ULL; // FST is not topologically sorted.
inline constexpr uint64_t kNotTopSorted = 0x0000008000000000ULL;
// All states reachable from the initial state.
inline constexpr uint64_t kAccessible = 0x0000010000000000ULL; // Not all states reachable from the initial state.
inline constexpr uint64_t kNotAccessible = 0x0000020000000000ULL;
// All states can reach a final state.
inline constexpr uint64_t kCoAccessible = 0x0000040000000000ULL; // Not all states can reach a final state.
inline constexpr uint64_t kNotCoAccessible = 0x0000080000000000ULL;
// If NumStates() > 0, then state 0 is initial, state NumStates() - 1 is final,
// there is a transition from each non-final state i to state i + 1, and there
// are no other transitions.
inline constexpr uint64_t kString = 0x0000100000000000ULL;
// Not a string FST.
inline constexpr uint64_t kNotString = 0x0000200000000000ULL;
// FST has at least one weighted cycle.
inline constexpr uint64_t kWeightedCycles = 0x0000400000000000ULL;
// FST has no weighted cycles. Any cycles that may be present are unweighted.
inline constexpr uint64_t kUnweightedCycles = 0x0000800000000000ULL;
// COMPOSITE PROPERTIES
// Properties of an empty machine.
inline constexpr uint64_t kNullProperties = kAcceptor | kIDeterministic | kODeterministic | kNoEpsilons | kNoIEpsilons | kNoOEpsilons | kILabelSorted | kOLabelSorted | kUnweighted | kAcyclic | kInitialAcyclic | kTopSorted | kAccessible | kCoAccessible | kString | kUnweightedCycles;
// Properties of a string FST compiled into a string.
inline constexpr uint64_t kCompiledStringProperties = kAcceptor | kString | kUnweighted | kIDeterministic | kODeterministic | kILabelSorted | kOLabelSorted | kAcyclic | kInitialAcyclic | kUnweightedCycles | kTopSorted | kAccessible | kCoAccessible;
// Properties that are preserved when an FST is copied.
inline constexpr uint64_t kCopyProperties = kError | kAcceptor | kNotAcceptor | kIDeterministic | kNonIDeterministic | kODeterministic | kNonODeterministic | kEpsilons | kNoEpsilons | kIEpsilons | kNoIEpsilons | kOEpsilons | kNoOEpsilons | kILabelSorted | kNotILabelSorted | kOLabelSorted | kNotOLabelSorted | kWeighted | kUnweighted | kCyclic | kAcyclic | kInitialCyclic | kInitialAcyclic | kTopSorted | kNotTopSorted | kAccessible | kNotAccessible | kCoAccessible | kNotCoAccessible | kString | kNotString | kWeightedCycles | kUnweightedCycles;
// Properties that are intrinsic to the FST.
inline constexpr uint64_t kIntrinsicProperties = kExpanded | kMutable | kAcceptor | kNotAcceptor | kIDeterministic | kNonIDeterministic | kODeterministic | kNonODeterministic | kEpsilons | kNoEpsilons | kIEpsilons | kNoIEpsilons | kOEpsilons | kNoOEpsilons | kILabelSorted | kNotILabelSorted | kOLabelSorted | kNotOLabelSorted | kWeighted | kUnweighted | kCyclic | kAcyclic | kInitialCyclic | kInitialAcyclic | kTopSorted | kNotTopSorted | kAccessible | kNotAccessible | kCoAccessible | kNotCoAccessible | kString | kNotString | kWeightedCycles | kUnweightedCycles;
// Properties that are (potentially) extrinsic to the FST.
inline constexpr uint64_t kExtrinsicProperties = kError;
// Properties that are preserved when an FST start state is set.
inline constexpr uint64_t kSetStartProperties = kExpanded | kMutable | kError | kAcceptor | kNotAcceptor | kIDeterministic | kNonIDeterministic | kODeterministic | kNonODeterministic | kEpsilons | kNoEpsilons | kIEpsilons | kNoIEpsilons | kOEpsilons | kNoOEpsilons | kILabelSorted | kNotILabelSorted | kOLabelSorted | kNotOLabelSorted | kWeighted | kUnweighted | kCyclic | kAcyclic | kTopSorted | kNotTopSorted | kCoAccessible | kNotCoAccessible | kWeightedCycles | kUnweightedCycles;
// Properties that are preserved when an FST final weight is set.
inline constexpr uint64_t kSetFinalProperties = kExpanded | kMutable | kError | kAcceptor | kNotAcceptor | kIDeterministic | kNonIDeterministic | kODeterministic | kNonODeterministic | kEpsilons | kNoEpsilons | kIEpsilons | kNoIEpsilons | kOEpsilons | kNoOEpsilons | kILabelSorted | kNotILabelSorted | kOLabelSorted | kNotOLabelSorted | kCyclic | kAcyclic | kInitialCyclic | kInitialAcyclic | kTopSorted | kNotTopSorted | kAccessible | kNotAccessible | kWeightedCycles | kUnweightedCycles;
// Properties that are preserved when an FST state is added.
inline constexpr uint64_t kAddStateProperties = kExpanded | kMutable | kError | kAcceptor | kNotAcceptor | kIDeterministic | kNonIDeterministic | kODeterministic | kNonODeterministic | kEpsilons | kNoEpsilons | kIEpsilons | kNoIEpsilons | kOEpsilons | kNoOEpsilons | kILabelSorted | kNotILabelSorted | kOLabelSorted | kNotOLabelSorted | kWeighted | kUnweighted | kCyclic | kAcyclic | kInitialCyclic | kInitialAcyclic | kTopSorted | kNotTopSorted | kNotAccessible | kNotCoAccessible | kNotString | kWeightedCycles | kUnweightedCycles;
// Properties that are preserved when an FST arc is added.
inline constexpr uint64_t kAddArcProperties = kExpanded | kMutable | kError | kNotAcceptor | kNonIDeterministic | kNonODeterministic | kEpsilons | kIEpsilons | kOEpsilons | kNotILabelSorted | kNotOLabelSorted | kWeighted | kCyclic | kInitialCyclic | kNotTopSorted | kAccessible | kCoAccessible | kWeightedCycles;
// Properties that are preserved when an FST arc is set.
inline constexpr uint64_t kSetArcProperties = kExpanded | kMutable | kError;
// Properties that are preserved when FST states are deleted.
inline constexpr uint64_t kDeleteStatesProperties = kExpanded | kMutable | kError | kAcceptor | kIDeterministic | kODeterministic | kNoEpsilons | kNoIEpsilons | kNoOEpsilons | kILabelSorted | kOLabelSorted | kUnweighted | kAcyclic | kInitialAcyclic | kTopSorted | kUnweightedCycles;
// Properties that are preserved when FST arcs are deleted.
inline constexpr uint64_t kDeleteArcsProperties = kExpanded | kMutable | kError | kAcceptor | kIDeterministic | kODeterministic | kNoEpsilons | kNoIEpsilons | kNoOEpsilons | kILabelSorted | kOLabelSorted | kUnweighted | kAcyclic | kInitialAcyclic | kTopSorted | kNotAccessible | kNotCoAccessible | kUnweightedCycles;
// Properties that are preserved when an FST's states are reordered.
inline constexpr uint64_t kStateSortProperties = kExpanded | kMutable | kError | kAcceptor | kNotAcceptor | kIDeterministic | kNonIDeterministic | kODeterministic | kNonODeterministic | kEpsilons | kNoEpsilons | kIEpsilons | kNoIEpsilons | kOEpsilons | kNoOEpsilons | kILabelSorted | kNotILabelSorted | kOLabelSorted | kNotOLabelSorted | kWeighted | kUnweighted | kCyclic | kAcyclic | kInitialCyclic | kInitialAcyclic | kAccessible | kNotAccessible | kCoAccessible | kNotCoAccessible | kWeightedCycles | kUnweightedCycles;
// Properties that are preserved when an FST's arcs are reordered.
inline constexpr uint64_t kArcSortProperties = kExpanded | kMutable | kError | kAcceptor | kNotAcceptor | kIDeterministic | kNonIDeterministic | kODeterministic | kNonODeterministic | kEpsilons | kNoEpsilons | kIEpsilons | kNoIEpsilons | kOEpsilons | kNoOEpsilons | kWeighted | kUnweighted | kCyclic | kAcyclic | kInitialCyclic | kInitialAcyclic | kTopSorted | kNotTopSorted | kAccessible | kNotAccessible | kCoAccessible | kNotCoAccessible | kString | kNotString | kWeightedCycles | kUnweightedCycles;
// Properties that are preserved when an FST's input labels are changed.
inline constexpr uint64_t kILabelInvariantProperties = kExpanded | kMutable | kError | kODeterministic | kNonODeterministic | kOEpsilons | kNoOEpsilons | kOLabelSorted | kNotOLabelSorted | kWeighted | kUnweighted | kCyclic | kAcyclic | kInitialCyclic | kInitialAcyclic | kTopSorted | kNotTopSorted | kAccessible | kNotAccessible | kCoAccessible | kNotCoAccessible | kString | kNotString | kWeightedCycles | kUnweightedCycles;
// Properties that are preserved when an FST's output labels are changed.
inline constexpr uint64_t kOLabelInvariantProperties = kExpanded | kMutable | kError | kIDeterministic | kNonIDeterministic | kIEpsilons | kNoIEpsilons | kILabelSorted | kNotILabelSorted | kWeighted | kUnweighted | kCyclic | kAcyclic | kInitialCyclic | kInitialAcyclic | kTopSorted | kNotTopSorted | kAccessible | kNotAccessible | kCoAccessible | kNotCoAccessible | kString | kNotString | kWeightedCycles | kUnweightedCycles;
// Properties that are preserved when an FST's weights are changed. This
// assumes that the set of states that are non-final is not changed.
inline constexpr uint64_t kWeightInvariantProperties = kExpanded | kMutable | kError | kAcceptor | kNotAcceptor | kIDeterministic | kNonIDeterministic | kODeterministic | kNonODeterministic | kEpsilons | kNoEpsilons | kIEpsilons | kNoIEpsilons | kOEpsilons | kNoOEpsilons | kILabelSorted | kNotILabelSorted | kOLabelSorted | kNotOLabelSorted | kCyclic | kAcyclic | kInitialCyclic | kInitialAcyclic | kTopSorted | kNotTopSorted | kAccessible | kNotAccessible | kCoAccessible | kNotCoAccessible | kString | kNotString;
// Properties that are preserved when a superfinal state is added and an FST's
// final weights are directed to it via new transitions.
inline constexpr uint64_t kAddSuperFinalProperties = kExpanded | kMutable | kError | kAcceptor | kNotAcceptor | kNonIDeterministic | kNonODeterministic | kEpsilons | kIEpsilons | kOEpsilons | kNotILabelSorted | kNotOLabelSorted | kWeighted | kUnweighted | kCyclic | kAcyclic | kInitialCyclic | kInitialAcyclic | kNotTopSorted | kNotAccessible | kCoAccessible | kNotCoAccessible | kNotString | kWeightedCycles | kUnweightedCycles;
// Properties that are preserved when a superfinal state is removed and the
// epsilon transitions directed to it are made final weights.
inline constexpr uint64_t kRmSuperFinalProperties = kExpanded | kMutable | kError | kAcceptor | kNotAcceptor | kIDeterministic | kODeterministic | kNoEpsilons | kNoIEpsilons | kNoOEpsilons | kILabelSorted | kOLabelSorted | kWeighted | kUnweighted | kCyclic | kAcyclic | kInitialCyclic | kInitialAcyclic | kTopSorted | kAccessible | kCoAccessible | kNotCoAccessible | kString | kWeightedCycles | kUnweightedCycles;
// All binary properties.
inline constexpr uint64_t kBinaryProperties = 0x0000000000000007ULL;
// All trinary properties.
inline constexpr uint64_t kTrinaryProperties = 0x0000ffffffff0000ULL;
// COMPUTED PROPERTIES
// 1st bit of trinary properties.
inline constexpr uint64_t kPosTrinaryProperties = kTrinaryProperties & 0x5555555555555555ULL;
// 2nd bit of trinary properties.
inline constexpr uint64_t kNegTrinaryProperties = kTrinaryProperties & 0xaaaaaaaaaaaaaaaaULL;
// All properties.
inline constexpr uint64_t kFstProperties = kBinaryProperties | kTrinaryProperties;
// PROPERTY FUNCTIONS and STRING NAMES (defined in properties.cc).
// Below are functions for getting property bit vectors when executing
// mutation operations.
inline uint64_t SetStartProperties(uint64_t inprops);
template <typename Weight> uint64_t SetFinalProperties(uint64_t inprops, const Weight &old_weight, const Weight &new_weight);
inline uint64_t AddStateProperties(uint64_t inprops);
template <typename A> uint64_t AddArcProperties(uint64_t inprops, typename A::StateId s, const A &arc, const A *prev_arc);
inline uint64_t DeleteStatesProperties(uint64_t inprops);
inline uint64_t DeleteAllStatesProperties(uint64_t inprops, uint64_t staticProps);
inline uint64_t DeleteArcsProperties(uint64_t inprops);
uint64_t ClosureProperties(uint64_t inprops, bool star, bool delayed = false);
uint64_t ComplementProperties(uint64_t inprops);
uint64_t ComposeProperties(uint64_t inprops1, uint64_t inprops2);
uint64_t ConcatProperties(uint64_t inprops1, uint64_t inprops2, bool delayed = false);
uint64_t DeterminizeProperties(uint64_t inprops, bool has_subsequential_label, bool distinct_psubsequential_labels);
uint64_t FactorWeightProperties(uint64_t inprops);
uint64_t InvertProperties(uint64_t inprops);
uint64_t ProjectProperties(uint64_t inprops, bool project_input);
uint64_t RandGenProperties(uint64_t inprops, bool weighted);
uint64_t RelabelProperties(uint64_t inprops);
uint64_t ReplaceProperties(const std::vector<uint64_t> &inprops, size_t root, bool epsilon_on_call, bool epsilon_on_return, bool out_epsilon_on_call, bool out_epsilon_on_return, bool replace_transducer, bool no_empty_fst, bool all_ilabel_sorted, bool all_olabel_sorted, bool all_negative_or_dense);
uint64_t ReverseProperties(uint64_t inprops, bool has_superinitial);
uint64_t ReweightProperties(uint64_t inprops, bool added_start_epsilon);
uint64_t RmEpsilonProperties(uint64_t inprops, bool delayed = false);
uint64_t ShortestPathProperties(uint64_t props, bool tree = false);
uint64_t SynchronizeProperties(uint64_t inprops);
uint64_t UnionProperties(uint64_t inprops1, uint64_t inprops2, bool delayed = false);
// Definitions of inlined functions.
uint64_t SetStartProperties(uint64_t inprops) { auto outprops = inprops & kSetStartProperties; if (inprops & kAcyclic) { outprops |= kInitialAcyclic; } return outprops; }
uint64_t AddStateProperties(uint64_t inprops) { return inprops & kAddStateProperties; }
uint64_t DeleteStatesProperties(uint64_t inprops) { return inprops & kDeleteStatesProperties; }
uint64_t DeleteAllStatesProperties(uint64_t inprops, uint64_t staticprops) { const auto outprops = inprops & kError; return outprops | kNullProperties | staticprops; }
uint64_t DeleteArcsProperties(uint64_t inprops) { return inprops & kDeleteArcsProperties; }
// Definitions of template functions.
template <typename Weight> uint64_t SetFinalProperties(uint64_t inprops, const Weight &old_weight, const Weight &new_weight) { auto outprops = inprops; if (old_weight != Weight::Zero() && old_weight != Weight::One()) { outprops &= ~kWeighted; } if (new_weight != Weight::Zero() && new_weight != Weight::One()) { outprops |= kWeighted; outprops &= ~kUnweighted; } outprops &= kSetFinalProperties | kWeighted | kUnweighted; return outprops; }
/// Gets the properties for the MutableFst::AddArc method.
///
/// \param inprops the current properties of the FST
/// \param s the ID of the state to which an arc is being added.
/// \param arc the arc being added to the state with the specified ID
/// \param prev_arc the previously-added (or "last") arc of state s, or nullptr
// if s currently has no arcs.
template <typename Arc> uint64_t AddArcProperties(uint64_t inprops, typename Arc::StateId s, const Arc &arc, const Arc *prev_arc) { using Weight = typename Arc::Weight; auto outprops = inprops; if (arc.ilabel != arc.olabel) { outprops |= kNotAcceptor; outprops &= ~kAcceptor; } if (arc.ilabel == 0) { outprops |= kIEpsilons; outprops &= ~kNoIEpsilons; if (arc.olabel == 0) { outprops |= kEpsilons; outprops &= ~kNoEpsilons; } } if (arc.olabel == 0) { outprops |= kOEpsilons; outprops &= ~kNoOEpsilons; } if (prev_arc) { if (prev_arc->ilabel > arc.ilabel) { outprops |= kNotILabelSorted; outprops &= ~kILabelSorted; } if (prev_arc->olabel > arc.olabel) { outprops |= kNotOLabelSorted; outprops &= ~kOLabelSorted; } } if (arc.weight != Weight::Zero() && arc.weight != Weight::One()) { outprops |= kWeighted; outprops &= ~kUnweighted; } if (arc.nextstate <= s) { outprops |= kNotTopSorted; outprops &= ~kTopSorted; } outprops &= kAddArcProperties | kAcceptor | kNoEpsilons | kNoIEpsilons | kNoOEpsilons | kILabelSorted | kOLabelSorted | kUnweighted | kTopSorted; if (outprops & kTopSorted) { outprops |= kAcyclic | kInitialAcyclic; } return outprops; }
namespace internal {
extern const std::string_view PropertyNames[];
// For a binary property, the bit is always returned set. For a trinary (i.e.,
// two-bit) property, both bits are returned set iff either corresponding input
// bit is set.
inline uint64_t KnownProperties(uint64_t props) { return kBinaryProperties | (props & kTrinaryProperties) | ((props & kPosTrinaryProperties) << 1) | ((props & kNegTrinaryProperties) >> 1); }
// Tests compatibility between two sets of properties.
inline bool CompatProperties(uint64_t props1, uint64_t props2) { const auto known_props1 = KnownProperties(props1); const auto known_props2 = KnownProperties(props2); const auto known_props = known_props1 & known_props2; const auto incompat_props = (props1 & known_props) ^ (props2 & known_props); if (incompat_props) { uint64_t prop = 1; for (int i = 0; i < 64; ++i, prop <<= 1) { if (prop & incompat_props) { LOG(ERROR) << "CompatProperties: Mismatch: " << internal::PropertyNames[i] << ": props1 = " << (props1 & prop ? "true" : "false") << ", props2 = " << (props2 & prop ? "true" : "false"); } } return false; } else { return true; } }
} // namespace internal
} // namespace fst
#endif // FST_PROPERTIES_H_
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