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interval-algebra-0.8.4: src/IntervalAlgebra/IntervalUtilities.hs

{-|
Module      : Interval Algebra Utilities
Description : Functions for operating on containers of Intervals.
Copyright   : (c) NoviSci, Inc 2020
License     : BSD3
Maintainer  : bsaul@novisci.com
Stability   : experimental

In the examples below, @iv@ is a synonym for 'beginerval' used to save space.
-}

{-# LANGUAGE Safe #-}
{-# LANGUAGE NoImplicitPrelude #-}
{-# LANGUAGE FlexibleInstances #-}

module IntervalAlgebra.IntervalUtilities (

    -- * Fold over sequential intervals
      combineIntervals
    , combineIntervals'
    , gaps
    , gaps'
    , gapsWithin

    -- * Operations on Meeting sequences of paired intervals
    , foldMeetingSafe
    , formMeetingSequence

    -- * Withering functions

    -- ** Clear containers based on predicate
    , nothingIf
    , nothingIfNone
    , nothingIfAny
    , nothingIfAll

    -- ** Filter containers based on predicate
    , filterBefore
    , filterMeets
    , filterOverlaps
    , filterFinishedBy
    , filterContains
    , filterStarts
    , filterEquals
    , filterStartedBy
    , filterDuring
    , filterFinishes
    , filterOverlappedBy
    , filterMetBy
    , filterAfter
    , filterDisjoint
    , filterNotDisjoint
    , filterConcur
    , filterWithin
    , filterEnclose
    , filterEnclosedBy

    -- * Misc utilities
    , relations
    , relations'
    , intersect
    , clip
    , durations
) where

import Prelude          ( (<*>), seq)
import GHC.Show         ( Show )
import GHC.Num          (xorInteger )
import GHC.Int          ( Int )
import Control.Applicative
                        ( Applicative(pure) )
import Data.Bool        ( Bool, otherwise, not, (||), (&&) )
import Data.Eq          ( Eq((==)) )
import Data.Foldable    ( Foldable(null, foldl', toList), all, any, or )
import Data.Function    ( ($), (.), flip )
import Data.Functor     ( Functor(fmap) )
import Data.Monoid      ( Monoid(mempty) )
import Data.Maybe       ( Maybe(..), maybe, maybeToList, mapMaybe, catMaybes, fromMaybe )
import Data.List        ( (++) )
import Data.Ord         ( Ord(min, max) )
import Data.Semigroup   ( Semigroup((<>)) )
import Data.Tuple       ( fst )
import Safe             ( headMay, lastMay, initSafe, tailSafe)
import Witherable       ( Filterable(filter) )
import IntervalAlgebra  ( (<|>),
                          begin,
                          end,
                          after,
                          before,
                          beginerval,
                          concur,
                          contains,
                          disjoint,
                          during,
                          enclose,
                          enclosedBy,
                          enderval,
                          equals,
                          extenterval,
                          finishedBy,
                          finishes,
                          meets,
                          metBy,
                          notDisjoint,
                          overlappedBy,
                          overlaps,
                          relate,
                          startedBy,
                          starts,
                          within,
                          ComparativePredicateOf1,
                          ComparativePredicateOf2,
                          Interval,
                          IntervalCombinable((<+>), (><)),
                          IntervalRelation(..),
                          IntervalSizeable(diff, duration),
                          Intervallic(..) )
import IntervalAlgebra.PairedInterval
                        ( PairedInterval
                        , makePairedInterval
                        , getPairData
                        , equalPairData )

-------------------------------------------------
-- Unexported utilties used in functions below --
-------------------------------------------------

-- Just a synonym used to examples to save typing
iv :: Int -> Int -> Interval Int
iv = beginerval

-- TODO: does this function and applyAccume reinvent an existing foldable function?
-- Fold over consecutive pairs of foldable structure and collect the results in 
-- a monoidal structure.
foldlAccume :: (Foldable f, Applicative m, Monoid (m a))=>
      (b -> b -> a) -- ^ @f@: a function to apply to consecutive elements of @f b@
    -> f b
    -> m a
foldlAccume f x = fst $ foldl' (applyAccume f) (mempty, Nothing) x

-- Apply a function and accumulate the results in a monoidal structure.
applyAccume :: (Monoid (f a), Applicative f) =>
       (b -> b -> a)  -- ^ @f@: a function combining two @b@s to get an @a@
    -> (f a, Maybe b) -- ^ a pair (accumulating monoid for @b@s, optional @a@)
    -> b              -- ^ this will be the second argument to @f@
    -> (f a, Maybe b)
applyAccume f (fs, Nothing) x = (fs, Just x)
applyAccume f (fs, Just x)  y = (fs <> pure (f x y), Just y)

-- Lifts a list to a foldable, applicative monoid 
liftListToFoldable :: ( Applicative f
                      , Monoid (f a)
                      , Foldable f) =>
    [a] -> f a
liftListToFoldable = foldl' (\x y -> x <> pure y) mempty

-- Used to combine two lists by combining the last element of @x@ and the first 
-- element of @y@ by @f@. The combining function @f@ will generally return a 
-- singleton list in the case that the last of x and head of y can be combined
-- or a two element list in the case they cannot.
listCombiner :: (Maybe a -> Maybe a -> [a]) -- ^ f
                -> [a] -- ^ x
                -> [a] -- ^ y
                -> [a]
listCombiner f x y = initSafe x ++ f (lastMay x) (headMay y) ++ tailSafe y

-- | Returns a list of the 'IntervalRelation' between each consecutive pair 
--   of intervals. This the specialized form of 'relations'' which can return
--   any 'Applicative', 'Monoid' structure.
--
-- >>> relations [iv 1 0, iv 1 1] 
-- [Meets]
relations :: (Foldable f, Intervallic i a )=>
       f (i a)
    -> [IntervalRelation]
relations = relations'

-- | A generic form of 'relations' which can output any 'Applicative' and 
--   'Monoid' structure. 
-- >>> (relations' [iv 1 0, iv 1 1]) :: [IntervalRelation (Interval Int)]
-- [Meets]
--
relations' :: ( Foldable f
              , Applicative m
              , Intervallic i a
              , Monoid (m IntervalRelation ))=>
        f (i a)
     -> m IntervalRelation
relations' = foldlAccume relate

-- | Forms a 'Just' new interval from the intersection of two intervals, 
--   provided the intervals are not disjoint.
-- 
-- >>> intersect (iv 5 0) (iv 2 3)
-- Just (3, 5)
intersect :: (Intervallic i a, IntervalSizeable a b) =>
    i a -> i a -> Maybe (Interval a)
intersect x y
    | disjoint x y = Nothing
    | otherwise    = Just $ beginerval (diff e b) b
        where b = max (begin x) (begin y)
              e = min (end x) (end y)

-- | Returns a (possibly empty) container of intervals consisting of the gaps 
--   between intervals in the input. *To work properly, the input should be
--   sorted*. See 'gaps'' for a version that returns a list.
--
-- >>> gaps [iv 4 1, iv 4 8, iv 3 11]
-- [(5, 8)]
gaps :: (  IntervalCombinable i a
         , Applicative f
         , Monoid (f (Interval a))
         , Foldable f) =>
      f (i a) ->
      f (Interval a)
gaps x = liftListToFoldable (gaps' x)

-- | Returns a (possibly empty) list of intervals consisting of the gaps between
--   intervals in the input container. *To work properly, the input should be 
--   sorted*. This version outputs a list. See 'gaps' for a version that lifts
--   the result to same input structure @f@.
gaps' :: ( Intervallic i a
         , Applicative f
         , Monoid (f (Interval a))
         , Foldable f) =>
      f (i a) ->
      [Interval a]
gaps' x = catMaybes (foldlAccume (\i j -> getInterval i >< getInterval j) x)

-- | Returns the 'duration' of each 'Intervallic i a' in the 'Functor' @f@.
--
-- >>> durations [iv 9 1, iv 10 2, iv 1 5]
-- [9,10,1]
durations :: (Functor f, Intervallic i a, IntervalSizeable a b)=>
       f (i a)
    -> f b
durations = fmap duration

-- | In the case that x y are not disjoint, clips y to the extent of x.
-- 
-- >>> clip (iv 5 0) (iv 3 3)
-- Just (3, 5)
--
-- >>> clip (iv 3 0) (iv 2 4)
-- Nothing
clip :: (Intervallic i0 a, Intervallic i1 a, IntervalSizeable a b)=>
       i0 a
    -> i1 a
    -> Maybe (Interval a)
clip x y
   | overlaps x y     = Just $ enderval   (diff (end x) (begin y)) (end x)
   | overlappedBy x y = Just $ beginerval (diff (end y) (begin x)) (begin x)
   | jx x y           = Just (getInterval x)
   | jy x y           = Just (getInterval y)
   | otherwise        = Nothing {- disjoint x y case -}
   where jy = equals <|> startedBy <|> contains <|> finishedBy
         jx = starts <|> during <|> finishes

-- | Applies 'gaps' to all the non-disjoint intervals in @x@ that are *not* disjoint
-- from @i@. Intervals that 'overlaps' or are 'overlappedBy' @i@ are 'clip'ped 
-- to @i@, so that all the intervals are 'within' @i@. If there are no gaps, then
-- 'Nothing' is returned.
--
-- >>> gapsWithin (iv 9 1) [iv 5 0, iv 2 7, iv 3 12]
-- Just [(5, 7),(9, 10)]
gapsWithin :: ( Applicative f
               , Foldable f
               , Monoid (f (Interval a))
               , IntervalSizeable a b
               , IntervalCombinable i0 a
               , IntervalCombinable i1 a
               , Filterable f )=>
        i0 a  -- ^ i
  -> f (i1 a) -- ^ x
  -> Maybe (f (Interval a))
gapsWithin i x
  | null ivs  = Nothing
  | otherwise = Just $ gaps $ pure s <> ivs <> pure e
        where s   = enderval   0 (begin i)
              e   = beginerval 0 (end i)
              nd  = toList (filterNotDisjoint i x)
              ivs = liftListToFoldable (mapMaybe (clip i) nd)

-- The Box is an internal type used to hold accumulated, combined intervals in 
-- 'combineIntervals''.
newtype Box a = Box { unBox :: [a] }

packIntervalBoxes :: (Intervallic i a)=> [i a] -> [Box (Interval a)]
packIntervalBoxes  = fmap (\z -> Box [getInterval z])

instance (Ord a) => Semigroup (Box (Interval a)) where
    Box x <> Box y = Box $ listCombiner (<->) x y

-- | Returns a container of intervals where any intervals that meet or share support
--   are combined into one interval. *To work properly, the input should 
--   be sorted*. See 'combineIntervals'' for a version that works only on lists.
--
-- >>> combineIntervals [iv 10 0, iv 5 2, iv 2 10, iv 2 13]
-- [(0, 12),(13, 15)]
combineIntervals :: ( Applicative f
                    , Ord a
                    , Intervallic i a
                    , Monoid (f (Interval a))
                    , Foldable f ) =>
      f (i a) ->
      f (Interval a)
combineIntervals x = liftListToFoldable (combineIntervals' $ toList x)

-- | Returns a list of intervals where any intervals that meet or share support
--   are combined into one interval. *To work properly, the input list should 
--   be sorted*. 
--
-- >>> combineIntervals' [iv 10 0, iv 5 2, iv 2 10, iv 2 13]
-- [(0, 12),(13, 15)]
combineIntervals' :: (Intervallic i a)=> [i a] -> [Interval a]
combineIntervals' l = unBox $ foldl' (<>) (Box []) (packIntervalBoxes l)

-- Internal function for combining maybe intervals in the 'combineIntervals'' 
-- function
(<->) :: (IntervalCombinable i a) =>
       Maybe (i a)
    -> Maybe (i a)
    -> [Interval a]
(<->) Nothing Nothing   = []
(<->) Nothing (Just y)  = [getInterval y]
(<->) (Just x) Nothing  = [getInterval x]
(<->) (Just x) (Just y) = (<+>) (getInterval x) (getInterval y)

-- | Given a predicate combinator, a predicate, and list of intervals, returns 
--   the input unchanged if the predicate combinator is @True@. Otherwise, returns
--   an empty list. See 'nothingIfAny' and 'nothingIfNone' for examples.
nothingIf :: (Monoid (f (i a)), Filterable f)=>
     ((i a -> Bool) -> f (i a) -> Bool) -- ^ e.g. 'any' or 'all'
  -> (i a -> Bool) -- ^ predicate to apply to each element of input list
  -> f (i a)
  -> Maybe (f (i a))
nothingIf quantifier predicate x = if quantifier predicate x then Nothing else Just x

-- | Returns the 'Nothing' if *none* of the element of input satisfy
--   the predicate condition.
-- 
-- For example, the following returns 'Nothing' because none of the intervals
-- in the input list 'starts' (3, 5).
--
-- >>> nothingIfNone (starts (iv 2 3)) [iv 1 3, iv 1 5]
-- Nothing
--
-- In the following, (3, 5) 'starts' (3, 6), so 'Just' the input is returned.
--
-- >>> nothingIfNone (starts (iv 2 3)) [iv 3 3, iv 1 5]
-- Just [(3, 6),(5, 6)]
--
nothingIfNone :: (Monoid (f (i a)), Foldable f, Filterable f)=>
    (i a -> Bool) -- ^ predicate to apply to each element of input list
  -> f (i a)
  -> Maybe (f (i a))
nothingIfNone = nothingIf (\f x -> (not.any f) x)

-- | Returns 'Nothing' if *any* of the element of input satisfy the predicate condition.
--
-- >>> nothingIfAny (starts (iv 2 3)) [iv 3 3, iv 1 5]
-- Just [(3, 6),(5, 6)]
--
-- >>> nothingIfAny (starts (iv 2 3)) [iv 3 3, iv 1 5]
-- Nothing
nothingIfAny :: (Monoid (f (i a)), Foldable f, Filterable f)=>
    (i a -> Bool) -- ^ predicate to apply to each element of input list
  -> f (i a)
  -> Maybe (f (i a))
nothingIfAny = nothingIf any

-- | Returns 'Nothing' if *all* of the element of input satisfy the predicate condition.
-- >>> nothingIfAll (starts (iv 2 3)) [iv 3 3, iv 4 3]
-- Nothing
nothingIfAll :: (Monoid (f (i a)), Foldable f, Filterable f)=>
    (i a -> Bool) -- ^ predicate to apply to each element of input list
  -> f (i a)
  -> Maybe (f (i a))
nothingIfAll = nothingIf all

-- | Creates a function for filtering a 'Witherable.Filterable' of @i1 a@s 
--   by comparing the @Interval a@s that of an @i0 a@. 
makeFilter :: ( Filterable f
               , Intervallic i0 a
               , Intervallic i1 a) =>
        ComparativePredicateOf2 (i0 a) (i1 a)
      -> i0 a
      -> (f (i1 a) -> f (i1 a))
makeFilter f p = Witherable.filter (f p)

{- | 
Filter 'Witherable.Filterable' containers of one @'Intervallic'@ type based by comparing to 
a (potentially different) 'Intervallic' type using the corresponding interval
predicate function.
-}
filterOverlaps, filterOverlappedBy, filterBefore, filterAfter,
  filterStarts, filterStartedBy, filterFinishes, filterFinishedBy,
  filterMeets, filterMetBy, filterDuring, filterContains, filterEquals,
  filterDisjoint, filterNotDisjoint, filterConcur, filterWithin,
  filterEnclose, filterEnclosedBy ::
    ( Filterable f , Intervallic i0 a, Intervallic i1 a) =>
    i0 a -> f (i1 a) -> f (i1 a)
filterOverlaps          = makeFilter overlaps
filterOverlappedBy      = makeFilter overlappedBy
filterBefore            = makeFilter before
filterAfter             = makeFilter after
filterStarts            = makeFilter starts
filterStartedBy         = makeFilter startedBy
filterFinishes          = makeFilter finishes
filterFinishedBy        = makeFilter finishedBy
filterMeets             = makeFilter meets
filterMetBy             = makeFilter metBy
filterDuring            = makeFilter during
filterContains          = makeFilter contains
filterEquals            = makeFilter equals
filterDisjoint          = makeFilter disjoint
filterNotDisjoint       = makeFilter notDisjoint
filterConcur            = makeFilter concur
filterWithin            = makeFilter within
filterEnclose           = makeFilter enclose
filterEnclosedBy        = makeFilter enclosedBy

-- | Folds over a list of Paired Intervals and in the case that the 'getPairData' 
--   is equal between two sequential meeting intervals, these two intervals are 
--   combined into one. This function is "safe" in the sense that if the input is
--   invalid and contains any sequential pairs of intervals with an @IntervalRelation@,
--   other than 'Meets', then the function returns an empty list. 
foldMeetingSafe :: (Eq b, Ord a, Show a)  =>
           [ PairedInterval b a ] -- ^ Be sure this only contains intervals 
                                  --   that sequentially 'meets'.
        -> [ PairedInterval b a ]
foldMeetingSafe l = maybe [] (getMeeting . foldMeeting) (parseMeeting l)

-- | Folds over a list of Meeting Paired Intervals and in the case that the 'getPairData' 
--   is equal between two sequential meeting intervals, these two intervals are 
--   combined into one.  
foldMeeting :: (Eq b, Ord a, Show a) =>
            Meeting [PairedInterval b a ]
        ->  Meeting [PairedInterval b a ]
foldMeeting (Meeting l) = foldl' joinMeetingPairedInterval (Meeting []) (packMeeting l)

-- This type identifies that @a@ contains intervals that sequentially meet one 
-- another.
newtype Meeting a = Meeting { getMeeting :: a } deriving (Eq, Show)

-- Box up Meeting.
packMeeting :: [a] -> [Meeting [a]]
packMeeting = fmap (\z -> Meeting [z])

-- Test a list of intervals to be sure they all meet; if not return Nothing.
parseMeeting :: Intervallic i a => [i a] -> Maybe (Meeting [i a])
parseMeeting x
    | all ( == Meets ) (relations x) = Just $ Meeting x
    | otherwise = Nothing

-- A specific case of 'joinMeeting' for @PairedIntervals@.
joinMeetingPairedInterval :: (Eq b, Ord a, Show a) =>
                  Meeting [PairedInterval b a]
               -> Meeting [PairedInterval b a]
               -> Meeting [PairedInterval b a]
joinMeetingPairedInterval = joinMeeting equalPairData

-- A general function for combining any two @Meeting [i a]@ by 'listCombiner'.
joinMeeting :: Intervallic i a =>
       ComparativePredicateOf1 (i a)
    -> Meeting [ i a ]
    -> Meeting [ i a ]
    -> Meeting [ i a ]
joinMeeting f (Meeting x) (Meeting y) = Meeting $ listCombiner (join2MeetingWhen f) x y

-- The intervals @x@ and @y@ should meet! The predicate function @p@ determines
-- when the two intervals that meet should be combined.
join2MeetingWhen :: Intervallic i a =>
       ComparativePredicateOf1 (i a)
    -> Maybe (i a)
    -> Maybe (i a)
    -> [i a]
join2MeetingWhen p Nothing Nothing   = []
join2MeetingWhen p Nothing (Just y)  = [y]
join2MeetingWhen p (Just x) Nothing  = [x]
join2MeetingWhen p (Just x) (Just y)
    | p x y      = [ setInterval y (extenterval x y) ]
    | otherwise  =  pure x <> pure y

{- | 
Takes two *ordered* events, x <= y, and "disjoins" them in the case that the
two events have different states, creating a sequence (list) of new events that 
sequentially meet one another. Since x <= y, there are 7 possible interval
relations between x and y. If the states of x and y are equal and x is not 
before y, then x and y are combined into a single event. 
-}
disjoinPaired :: ( Eq b
                 , Monoid b
                 , Show a
                 , IntervalSizeable a c) =>
       (PairedInterval b) a
    -> (PairedInterval b) a
    -> Meeting [(PairedInterval b) a]
disjoinPaired o e = case relate x y of
     Before     -> Meeting [ x, evp e1 b2 mempty, y ]
     Meets      -> foldMeeting $ Meeting [ x, y ]
     Overlaps   ->  foldMeeting $ Meeting [ evp b1 b2 s1, evp b2 e1 sc, evp e1 e2 s2 ]
     FinishedBy -> foldMeeting $ Meeting [ evp b1 b2 s1, ev i2 sc ]
     Contains   -> foldMeeting $ Meeting [ evp b1 b2 s1, evp b2 e2 sc, evp e2 e1 s1 ]
     Starts     -> foldMeeting $ Meeting [ ev i1 sc, evp e1 e2 s2 ]
     _           -> Meeting [ ev i1 sc ] {- Equals case -}
  --  | x `before` y      = Meeting [ x, evp e1 b2 mempty, y ]
  --  | x `meets` y       = foldMeeting $ Meeting [ x, y ]
  --  | x `overlaps` y    = foldMeeting $ Meeting [ evp b1 b2 s1, evp b2 e1 sc, evp e1 e2 s2 ]
  --  | x `finishedBy` y  = foldMeeting $ Meeting [ evp b1 b2 s1, ev i2 sc ]
  --  | x `contains` y    = foldMeeting $ Meeting [ evp b1 b2 s1, evp b2 e2 sc, evp e2 e1 s1 ]
  --  | x `starts` y      = foldMeeting $ Meeting [ ev i1 sc, evp e1 e2 s2 ]
  --  | otherwise         = Meeting [ ev i1 sc ] {- x `equals` y  case -}
   where x  = min o e
         y  = max o e
         i1 = getInterval x
         i2 = getInterval y
         s1 = getPairData x
         s2 = getPairData y
         sc = s1 <> s2
         b1 = begin x
         b2 = begin y
         e1 = end x
         e2 = end y
         ev = flip makePairedInterval
         evp = \b e s -> ev (beginerval (diff e b) b) s

{- | 
The internal function for converting a non-disjoint, ordered sequence of
events into a disjoint, ordered sequence of events. The function operates
by recursion on a pair of events and the input events. The first of the 
is the accumulator set -- the disjoint events that need no longer be 
compared to input events. The second of the pair are disjoint events that
still need to be compared to be input events. 
-}
recurseDisjoin :: ( Monoid b, Eq b, IntervalSizeable a c, Show a ) =>
       ([(PairedInterval b) a ], [(PairedInterval b) a ])
    -> [(PairedInterval b) a ]
    -> [(PairedInterval b) a ]
recurseDisjoin (acc, o:os) []     = acc ++ o:os           -- the "final" pattern
recurseDisjoin (acc, [])   []     = acc                 -- another "final" pattern 
recurseDisjoin (acc, [])   (e:es) = recurseDisjoin (acc, [e]) es -- the "initialize" pattern
recurseDisjoin (acc, o:os) (e:es)                       -- the "operating" patterns 
     -- If input event is equal to the first comparator, skip the comparison.
    | e == o    = recurseDisjoin (acc, o:os) es

     {- If o is either before or meets e, then 
     the first of the combined events can be put into the accumulator. 
     That is, since the inputs events are ordered, once the beginning of o 
     is before or meets e, then we are assured that all periods up to the 
     beginning of o are fully disjoint and subsequent input events will 
     not overlap these in any way. -}
    | (before <|> meets) o e = recurseDisjoin (acc ++ nh, recurseDisjoin ([], nt) os ) es

    --The standard recursive operation.
    | otherwise = recurseDisjoin (acc,  recurseDisjoin ([], n) os ) es
  where n  = getMeeting $ disjoinPaired o e
        nh = maybeToList (headMay n)
        nt = tailSafe n

{- | 
Convert an ordered sequence of @PairedInterval b a@. that may have any interval relation
('before', 'starts', etc) into a sequence of sequentially meeting @PairedInterval b a@. 
That is, a sequence where one the end of one interval meets the beginning of 
the subsequent event. The 'getPairData' of the input @PairedIntervals@ are
combined using the Monoid '<>' function, hence the pair data must be a 
'Monoid' instance.
-}
formMeetingSequence :: ( Eq b
                       , Show a
                       , Monoid b
                       , IntervalSizeable a c) =>
           [ PairedInterval b a ]
        -> [ PairedInterval b a ]
formMeetingSequence x
  | null x  = []
  | allMeet x && not (hasEqData x) = x
  | otherwise  = formMeetingSequence (recurseDisjoin ([], []) x)
  -- recurseDisjoin ([], []) (recurseDisjoin ([], []) (recurseDisjoin ([], []) x))

   -- the multiple passes of recurseDisjoin is to handle the situation where the 
   -- initial passes almost disjoins all the events correctly into a meeting sequence
   -- but due to nesting of intervals in the input -- some of the sequential pairs have
   -- the same data after the first pass. The recursive passes merges any sequential
   -- intervals that have the same data.
   --
   -- There is probably a more efficient way to do this

allMeet :: (Ord a) => [PairedInterval b a] -> Bool
allMeet x = all ( == Meets) ( relations x )

hasEqData :: (Eq b) => [PairedInterval b a] -> Bool
hasEqData x = or (foldlAccume (==)  (fmap getPairData x) :: [Bool])