import Mathlib.Tactic
import Mathlib.Data.Real.Basic
import Mathlib.Topology.Instances.Real

namespace Chapter11

inductive BoundedInterval where
  | Ioo (a b:ℝ) : BoundedInterval
  | Icc (a b:ℝ) : BoundedInterval
  | Ioc (a b:ℝ) : BoundedInterval
  | Ico (a b:ℝ) : BoundedInterval

open BoundedInterval

@[coe]
def BoundedInterval.toSet (I: BoundedInterval) : Set ℝ := match I with
  | Ioo a b => .Ioo a b
  | Icc a b => .Icc a b
  | Ioc a b => .Ioc a b
  | Ico a b => .Ico a b

instance BoundedInterval.inst_coeSet : Coe BoundedInterval (Set ℝ) where
  coe := toSet

instance BoundedInterval.instMembership : Membership ℝ BoundedInterval where
  mem I x := x ∈ (I : Set ℝ)

instance BoundedInterval.instSubset : HasSubset BoundedInterval where
  Subset I J := ∀ x, x ∈ I → x ∈ J

@[ext]
structure Partition (I: BoundedInterval) where
  intervals : Finset BoundedInterval
  exists_unique (x:ℝ) (hx : x ∈ I) : ∃! J, J ∈ intervals ∧ x ∈ J
  contains (J : BoundedInterval) (hJ : J ∈ intervals) : J ⊆ I

instance Partition.instMembership (I: BoundedInterval) : Membership BoundedInterval (Partition I) where
  mem P J := J ∈ P.intervals

/-- Definition 11.2.1 -/
abbrev Constant {X Y:Type} (f: X → Y) : Prop := ∃ c, ∀ x, f x = c

open Classical in
noncomputable abbrev constant_value {X Y:Type} [hY: Nonempty Y] (f:X → Y) : Y :=
  if h: Constant f then h.choose else hY.some

abbrev ConstantOn (f: ℝ → ℝ) (X: Set ℝ) : Prop := Constant (fun x : X ↦ f ↑x)

noncomputable abbrev constant_value_on (f:ℝ → ℝ) (X: Set ℝ) : ℝ := constant_value (fun x : X ↦ f ↑x)

/-- Piecewise constant predicate with a fixed partition -/
abbrev PiecewiseConstantWith (f:ℝ → ℝ) {I: BoundedInterval} (P: Partition I) : Prop := ∀ J ∈ P, ConstantOn f (J:Set ℝ)

/-- Piecewise constant predicate on an interval -/
abbrev PiecewiseConstantOn (f:ℝ → ℝ) (I: BoundedInterval) : Prop :=
  ∃ P : Partition I, PiecewiseConstantWith f P

/-- Right and left limits (junk values if limits do not exist) -/
noncomputable abbrev right_lim (f: ℝ → ℝ) (x₀:ℝ) : ℝ := lim ((nhdsWithin x₀ (.Ioi x₀)).map f)

noncomputable abbrev left_lim (f: ℝ → ℝ) (x₀:ℝ) : ℝ := lim ((nhdsWithin x₀ (.Iio x₀)).map f)

/-- Definition 11.8.1 - α-length -/
noncomputable abbrev α_length (α: ℝ → ℝ) (I: BoundedInterval) : ℝ := match I with
| Icc a b => if a ≤ b then (right_lim α b) - (left_lim α a) else 0
| Ico a b => if a ≤ b then (left_lim α b) - (left_lim α a) else 0
| Ioc a b => if a ≤ b then (right_lim α b) - (right_lim α a) else 0
| Ioo a b => if a < b then (left_lim α b) - (right_lim α a) else 0

notation3:max α"["I"]ₗ" => α_length α I

/-- Piecewise constant RS integral (with a fixed partition) -/
noncomputable abbrev PiecewiseConstantWith.RS_integ (f:ℝ → ℝ) {I: BoundedInterval} (P: Partition I) (α: ℝ → ℝ)   :
  ℝ := ∑ J ∈ P.intervals, constant_value_on f (J:Set ℝ) * α[J]ₗ

open Classical in
noncomputable abbrev PiecewiseConstantOn.RS_integ (f:ℝ → ℝ) (I: BoundedInterval) (α:ℝ → ℝ):
  ℝ := if h: PiecewiseConstantOn f I then PiecewiseConstantWith.RS_integ f h.choose α else 0

/-- Theorem 11.8.8 (d) (Laws of RS integration) / Exercise 11.8.8 -/
 theorem PiecewiseConstantOn.RS_integ_of_nonneg {f: ℝ → ℝ} {I: BoundedInterval}
  {α:ℝ → ℝ} (hα: Monotone α)
  (h: ∀ x ∈ I, 0 ≤ f x) (hf: PiecewiseConstantOn f I) :
  0 ≤ RS_integ f I α := by
end Chapter11