Day 5: If You Give a Seed a Fertilizer


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  • soulsource
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    11 months ago

    [Language: Lean4]

    I’ll only post the actual parsing and solution. I have written some helpers (in this case particularly relevant: Quicksort) which are in other files, as is the main function. For the full code, please see my github repo.

    This one also ended up quite long, because I couldn’t resist to use different types for the different things, and to have the type checker confirm that I’m combining the maps between them in the correct order.

    Also, I am not 100% certain that part 2 doesn’t have any off-by-one errors. I didn’t write any unit tests for it… The answer is correct though, so I probably didn’t mess it up too horribly. Also, it is pretty fast. Part 2 takes about 1.2 milliseconds on my machine, and this is including the file parsing (but not the loading of the file).

    It seems my solution is too long for a single post though, so I’ll split off part 2 and post it separately.

    Edit: There was a bug in the function that checks overlaps between ranges while parsing.

    Parsing and Part 1
    structure Seed where
      id : Nat
      deriving BEq, Ord, Repr
    
    structure Soil where
      id : Nat
      deriving BEq, Ord, Repr
    
    structure Fertilizer where
      id : Nat
      deriving BEq, Ord, Repr
    
    structure Water where
      id : Nat
      deriving BEq, Ord, Repr
    
    structure Light where
      id : Nat
      deriving BEq, Ord, Repr
    
    structure Temperature where
      id : Nat
      deriving BEq, Ord, Repr
    
    structure Humidity where
      id : Nat
      deriving BEq, Ord, Repr
    
    structure Location where
      id : Nat
      deriving BEq, Ord, Repr
    
    private class NatId (α : Type) where
      fromNat : Nat → α
      toNat : α → Nat
    
    private instance : NatId Seed where
      fromNat := Seed.mk
      toNat := Seed.id
    
    private instance : NatId Soil where
      fromNat := Soil.mk
      toNat := Soil.id
    
    private instance : NatId Fertilizer where
      fromNat := Fertilizer.mk
      toNat := Fertilizer.id
    
    private instance : NatId Water where
      fromNat := Water.mk
      toNat := Water.id
    
    private instance : NatId Light where
      fromNat := Light.mk
      toNat := Light.id
    
    private instance : NatId Temperature where
      fromNat := Temperature.mk
      toNat := Temperature.id
    
    private instance : NatId Humidity where
      fromNat := Humidity.mk
      toNat := Humidity.id
    
    private instance : NatId Location where
      fromNat := Location.mk
      toNat := Location.id
    
    private instance : Min Location where
      min a b := if Ord.compare a b == Ordering.lt then a else b
    
    structure Mapping (α β : Type) where
      inputStart : α
      outputStart : β
      length : Nat
      deriving Repr
    
    structure Mappings (α β : Type) where
      mappings : List $ Mapping α β
      deriving Repr
    
    private def Mapping.apply? {α β : Type} [NatId α] [NatId β] (mapping : Mapping α β) (input : α) : Option β :=
      let input := NatId.toNat input
      let fromStart := NatId.toNat mapping.inputStart
      let toStart := NatId.toNat mapping.outputStart
      if input ≥ fromStart ∧ input < fromStart + mapping.length then
        some $ NatId.fromNat $ toStart + input - fromStart
      else
        none
    
    private def Mappings.apply {α β : Type} [NatId α] [NatId β] (mappings : Mappings α β) (input : α) : β :=
      let applied := mappings.mappings.findSome? $ flip Mapping.apply? input
      applied.getD $ NatId.fromNat $ NatId.toNat input
    
    structure Almanach where
      seedsToSoil : Mappings Seed Soil
      soilToFertilizer : Mappings Soil Fertilizer
      fertilizerToWater : Mappings Fertilizer Water
      waterToLight : Mappings Water Light
      lightToTemperature : Mappings Light Temperature
      temperatureToHumidity : Mappings Temperature Humidity
      humidityToLocation : Mappings Humidity Location
      deriving Repr
    
    private def parseSeeds (input : String) : Option (List Seed) :=
      if input.startsWith "seeds: " then
        let input := input.drop 7
        let input := String.trim <$> input.split Char.isWhitespace
        let numbers := input.mapM String.toNat?
        List.map NatId.fromNat <$> numbers
      else
        none
    
    private def parseMapping {α β : Type} [NatId α] [NatId β] (input : String) : Option $ Mapping α β := do
      let input := String.trim <$> input.split Char.isWhitespace
      let nums ← input.mapM String.toNat?
      match nums with
      | [a,b,c] => some $ {inputStart := NatId.fromNat b, outputStart := NatId.fromNat a, length := c}
      | _ => none
    
    private def Mapping.overlap {α β : Type} [NatId α] [NatId β] (a : Mapping α β) (b : Mapping α β) : Bool :=
      let aStart := NatId.toNat $ a.inputStart
      let aEnd := aStart + a.length
      let bStart := NatId.toNat $ b.inputStart
      let bEnd := bStart + b.length
      (bStart ≥ aStart && bStart < aEnd)
       || (bEnd > aStart && bEnd ≤ aEnd)
       || (aStart ≥ bStart && aStart < bEnd)
       || (aEnd > bStart && aEnd ≤ bEnd)
    
    private def parseMappings (α β : Type) [NatId α] [NatId β] (input : String) (header : String) : Option $ Mappings α β :=
      if input.startsWith header then
        let lines := String.trim <$> input.splitOn "\n" |> List.drop 1 |> List.filter (not ∘ String.isEmpty)
        let mappings := lines.mapM parseMapping
        let rec overlapHelper := λ (a : List $ Mapping α β) ↦ match a with
          | [] => false
          | a :: as => as.any (λ b ↦ a.overlap b) || overlapHelper as
        let mappings := mappings.filter $ not ∘ overlapHelper --make sure no ranges overlap. That would be faulty
        Mappings.mk <$> mappings
      else
       none
    
    def parse (input : String) : Option ((List Seed) × Almanach) := do
      let blocks := input.splitOn "\n\n" |> List.filter (not ∘ String.isEmpty)
      let blocks := String.trim <$> blocks
      if let [seeds, seedToSoil, soilToFertilizer, fertilizerToWater, waterToLight, lightToTemperature, temperatureToHumidity, humidityToLocation] := blocks then
        let seeds ← parseSeeds seeds
        let seedToSoil ← parseMappings Seed Soil seedToSoil "seed-to-soil map:"
        let soilToFertilizer ← parseMappings Soil Fertilizer soilToFertilizer "soil-to-fertilizer map:"
        let fertilizerToWater ← parseMappings Fertilizer Water fertilizerToWater "fertilizer-to-water map:"
        let waterToLight ← parseMappings Water Light waterToLight "water-to-light map:"
        let lightToTemperature ← parseMappings Light Temperature lightToTemperature "light-to-temperature map:"
        let temperatureToHumidity ← parseMappings Temperature Humidity temperatureToHumidity "temperature-to-humidity map:"
        let humidityToLocation ← parseMappings Humidity Location humidityToLocation "humidity-to-location map:"
        (seeds, {
          seedsToSoil := seedToSoil
          soilToFertilizer := soilToFertilizer
          fertilizerToWater := fertilizerToWater
          waterToLight := waterToLight
          lightToTemperature := lightToTemperature
          temperatureToHumidity := temperatureToHumidity
          humidityToLocation := humidityToLocation
        : Almanach})
      else
        none
    
    def part1 (input : ((List Seed) × Almanach)) : Option Nat :=
      let a := input.snd
      let seedToLocation  := a.humidityToLocation.apply
                          ∘ a.temperatureToHumidity.apply
                          ∘ a.lightToTemperature.apply
                          ∘ a.waterToLight.apply
                          ∘ a.fertilizerToWater.apply
                          ∘ a.soilToFertilizer.apply
                          ∘ a.seedsToSoil.apply
      let locations := input.fst.map seedToLocation
      NatId.toNat <$> locations.minimum?
    
    • soulsource
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      11 months ago
      Part 2
      private structure Mapping2 (α β : Type) where
        start : α --okay, next time I do this, I'll encode end and offset, not start and offset...
        offset : Int
        deriving Repr
      
      private structure Mappings2 (α β : Type) where
        mappings : List $ Mapping2 α β
        deriving Repr
      
      private def Mappings2.fromMappings {α β : Type} [NatId α] [NatId β] [Ord α] (input : Mappings α β) : Mappings2 α β :=
        let input := input.mappings.quicksortBy λ a b ↦ (Ord.compare a.inputStart b.inputStart == Ordering.lt)
        let rec helper := λ
          | [] => []
          | a :: [] => [{ start:= a.inputStart, offset := (NatId.toNat a.outputStart) - (NatId.toNat a.inputStart)},
                       {start:= NatId.fromNat (NatId.toNat a.inputStart + a.length), offset := 0}]
          | a :: b :: as => if (NatId.toNat b.inputStart) != (NatId.toNat a.inputStart + a.length) then
                              { start:= a.inputStart, offset := (NatId.toNat a.outputStart) - (NatId.toNat a.inputStart)}
                              :: { start:= NatId.fromNat (NatId.toNat a.inputStart + a.length), offset := 0}
                              :: helper (b :: as)
                            else
                              { start:= a.inputStart, offset := (NatId.toNat a.outputStart) - (NatId.toNat a.inputStart)}
                              :: helper (b :: as)
        let result := match input with
          | [] => []
          | a :: _ =>  if NatId.toNat a.inputStart != 0 then
                          { start:= NatId.fromNat 0, offset := 0 : Mapping2 α β} :: helper input
                        else
                          helper input
        Mappings2.mk result
      
      private def Mappings2.apply (α β : Type) [NatId α] [NatId β] [Ord α] (mapping : Mappings2 α β) (value : α) : β :=
        let rec findOffsetHelper := λ
          | [] => 0
          | a :: [] => a.offset
          | a :: b :: as => if (Ord.compare value b.start == Ordering.lt) then a.offset else findOffsetHelper (b :: as)
        let offset : Int := findOffsetHelper mapping.mappings
        let result : Int := (NatId.toNat value + offset)
        NatId.fromNat result.toNat
      
      private def Mappings2.combine {α β γ : Type} [NatId α] [NatId β] [NatId γ] (a : Mappings2 α β) (b : Mappings2 β γ) : Mappings2 α γ :=
        -- at this point, let's just go integer
        let a : List (Int × Int) := a.mappings.map λ m ↦ (NatId.toNat m.start, m.offset)
        let b : List (Int × Int):= b.mappings.map λ m ↦ (NatId.toNat m.start, m.offset)
        let rec findOffsetHelper := λ (list : List (Int × Int)) (value : Int) ↦ match list with
          | [] => 0
          | a :: [] => a.snd
          | a :: b :: as => if (value < b.fst) then a.snd else findOffsetHelper (b :: as) value
      
        let rec helper := λ
          | [] => b
          | a :: [] =>
            let bOffsetAtA := findOffsetHelper b (a.fst + a.snd)
            let bRemainder := b.dropWhile (λ (bb : Int × Int) ↦ a.fst + a.snd > bb.fst)
            match bRemainder with
              | [] => [(a.fst, a.snd + bOffsetAtA)]
              | b :: _ =>  if b.fst - a.snd == a.fst then
                              bRemainder.map λ (b : Int × Int) ↦ (b.fst - a.snd, a.snd + b.snd)
                            else
                              (a.fst, a.snd + bOffsetAtA) :: bRemainder.map λ (b : Int × Int) ↦ (b.fst - a.snd, a.snd + b.snd)
          | a :: aa :: as =>
            let bOffsetAtA := findOffsetHelper b (a.fst + a.snd)
            let relevantBs := b.filter (λ (bb : Int × Int) ↦ a.fst + a.snd ≤ bb.fst && aa.fst + a.snd > bb.fst)
            match relevantBs with
              | [] => (a.fst, a.snd + bOffsetAtA) :: (helper (aa :: as))
              | b :: _ =>  if b.fst - a.snd == a.fst then
                              (relevantBs.map λ (b : Int × Int) ↦ (b.fst - a.snd, a.snd + b.snd))
                              ++ helper (aa :: as)
                            else
                              (a.fst, a.snd + bOffsetAtA) :: (relevantBs.map λ (b : Int × Int) ↦ (b.fst - a.snd, a.snd + b.snd))
                              ++ helper (aa :: as)
        let result := helper a
        Mappings2.mk $ result.map λ p ↦ { start := NatId.fromNat p.fst.toNat, offset := p.snd : Mapping2 α γ}
      
      private structure SeedRange where
        start : Seed
        ending : Seed
        deriving Repr
      
      private def SeedRange.fromList (input : List Seed) : List SeedRange :=
        let rec helper : List Seed → List SeedRange := λ
          | [] => []
          | _ :: [] => []
          | a :: b :: as => { start := a, ending := Seed.mk $ b.id + a.id} :: SeedRange.fromList as
        (helper input).quicksortBy λ a b ↦ a.start.id < b.start.id
      
      private def SeedRange.findSmallestSeedAbove (seedRanges : List SeedRange) (value : Seed) : Option Seed :=
        -- two options: If the value is inside a seedRange, the value itself is the result
        --              If not, the start of the first seedRange above the value is the result
        let rangeContains := λ r ↦ (Ord.compare r.start value != Ordering.gt) && (Ord.compare r.ending value == Ordering.gt)
        let rec helper := λ
        | [] => none
        | r :: rs =>  if rangeContains r then
                        some value
                      else
                        if Ord.compare r.start value == Ordering.gt then
                          r.start
                        else
                          helper rs
        helper seedRanges
      
      def part2 (input : ((List Seed) × Almanach)) : Option Nat :=
        let a := input.snd
        let seedToLocation := Mappings2.fromMappings a.seedsToSoil
          |> flip Mappings2.combine (Mappings2.fromMappings a.soilToFertilizer)
          |> flip Mappings2.combine (Mappings2.fromMappings a.fertilizerToWater)
          |> flip Mappings2.combine (Mappings2.fromMappings a.waterToLight)
          |> flip Mappings2.combine (Mappings2.fromMappings a.lightToTemperature)
          |> flip Mappings2.combine (Mappings2.fromMappings a.temperatureToHumidity)
          |> flip Mappings2.combine (Mappings2.fromMappings a.humidityToLocation)
      
        let seedRanges := SeedRange.fromList input.fst
      
        let potentialSeeds := seedToLocation.mappings.filterMap λ m ↦
          (SeedRange.findSmallestSeedAbove seedRanges m.start) -- could filter by range end, but who cares?
        let locations := potentialSeeds.map seedToLocation.apply
        NatId.toNat <$> locations.minimum?