bedrock.upoly.base
(*
* Copyright (c) 2023-2024 BedRock Systems, Inc.
* This software is distributed under the terms of the BedRock Open-Source License.
* See the LICENSE-BedRock file in the repository root for details.
*)
Require Import bedrock.upoly.prelude.
* Copyright (c) 2023-2024 BedRock Systems, Inc.
* This software is distributed under the terms of the BedRock Open-Source License.
* See the LICENSE-BedRock file in the repository root for details.
*)
Require Import bedrock.upoly.prelude.
We aim to be compatible with stdpp and SSR.
Recall
- \/ (right) at 85
- <
Reserved Notation "'let*' x , .. , z := t 'in' f" (at level 200, x closed binder, z closed binder).
Reserved Notation "'let*' := t 'in' f" (at level 200).
Reserved Notation "'letM*' x , .. , z := t 'in' f" (at level 200, x closed binder, z closed binder).
Reserved Notation "'letM*' := t 'in' f" (at level 200).
Reserved Notation "'funM' x .. y => t" (at level 200, x binder, y binder, right associativity).
Reserved Infix "`catch`" (at level 101, right associativity).
Reserved Infix "<*>" (at level 61, left associativity).
Reserved Infix "<*>@{ F }" (at level 61, left associativity).
Reserved Infix ">>=" (at level 60, right associativity).
Reserved Infix ">>=@{ M }" (at level 60, right associativity).
Reserved Infix "<|>" (at level 60, right associativity).
Reserved Infix "<|>@{ F } " (at level 60, right associativity).
Reserved Infix "<*" (at level 60, right associativity).
Reserved Infix "*>" (at level 60, right associativity).
Reserved Notation "f \o g" (at level 50, format "f \o '/ ' g").
Declare Scope monad_scope.
Delimit Scope monad_scope with M.
Universe polymorphic classes
Import UPoly
shadows a few (standard definitions and) stdpp type
classes with universe polymorphic variants, adjusting stdpp_scope
to refer to them.
- For universe polymorphic types, be direct (e.g.,
MRet T
). - For template universe polymorphic types, eta expand (e.g.,
MRet
(eta option)>>).
Module Import UPoly.
Notation relation A := (A -> A -> Prop)%type (only parsing).
Notation id := (fun x => x) (only parsing).
Notation const x := (fun _ => x) (only parsing).
Notation const1 x := (fun _ => x) (only parsing).
Notation const2 x := (fun _ _ => x) (only parsing).
Notation const3 x := (fun _ _ _ => x) (only parsing).
Notation const4 x := (fun _ _ _ _ => x) (only parsing).
Notation const5 x := (fun _ _ _ _ _ => x) (only parsing).
Notation const6 x := (fun _ _ _ _ _ _ => x) (only parsing).
Notation const7 x := (fun _ _ _ _ _ _ _ => x) (only parsing).
Notation eta f := (fun a => f a) (only parsing).
Definition compose@{uA uB uC | }
{A : Type@{uA}} {B : Type@{uB}} {C : Type@{uC}}
(g : B -> C) (f : A -> B) (x : A) : C :=
g (f x).
Infix "\o" := compose : stdpp_scope.
Notation relation A := (A -> A -> Prop)%type (only parsing).
Notation id := (fun x => x) (only parsing).
Notation const x := (fun _ => x) (only parsing).
Notation const1 x := (fun _ => x) (only parsing).
Notation const2 x := (fun _ _ => x) (only parsing).
Notation const3 x := (fun _ _ _ => x) (only parsing).
Notation const4 x := (fun _ _ _ _ => x) (only parsing).
Notation const5 x := (fun _ _ _ _ _ => x) (only parsing).
Notation const6 x := (fun _ _ _ _ _ _ => x) (only parsing).
Notation const7 x := (fun _ _ _ _ _ _ _ => x) (only parsing).
Notation eta f := (fun a => f a) (only parsing).
Definition compose@{uA uB uC | }
{A : Type@{uA}} {B : Type@{uB}} {C : Type@{uC}}
(g : B -> C) (f : A -> B) (x : A) : C :=
g (f x).
Infix "\o" := compose : stdpp_scope.
Class FMap@{u1 u2 uB} (M : Type@{u1} -> Type@{u2}) :=
fmap : ∀ {A : Type@{u1}} {B : Type@{uB}}, (A -> B) -> M A -> M B.
#[global] Hint Mode FMap ! : typeclass_instances.
#[global] Instance fmap_params : Params (@fmap) 4 := {}.
#[global] Arguments fmap _ _ _ _ _ & !_ / : assert.
#[global] Hint Opaque fmap : typeclass_instances.
Class MRet@{u1 u2} (M : Type@{u1} -> Type@{u2}) :=
mret : ∀ {A : Type@{u1}}, A -> M A.
#[global] Hint Mode MRet ! : typeclass_instances.
#[global] Instance ret_params : Params (@mret) 3 := {}.
#[global] Arguments mret _ _ _ & _ : assert.
#[global] Hint Opaque mret : typeclass_instances.
Class Ap@{u1 u2 uA uB} (F : Type@{u1} -> Type@{u2}) :=
ap : ∀ {A : Type@{uA}} {B : Type@{uB}}, F (A -> B) -> F A -> F B.
#[global] Hint Mode Ap ! : typeclass_instances.
#[global] Arguments ap {_ _ _ _} & _ !_ / : simpl nomatch, assert.
#[global] Instance: Params (@ap) 4 := {}.
#[global] Hint Opaque ap : typeclass_instances.
Class Traverse@{u1 u2 v1 v2 uA uB uB'} (T : Type@{u1} -> Type@{u2}) : Type :=
traverse : ∀ {F : Type@{v1} -> Type@{v2}}
`{!FMap@{v1 v2 uB} F, !MRet@{v1 v2} F, AP : !Ap@{v1 v2 uA uB'} F}
{A : Type@{u1}} {B : Type@{v1}}, (A -> F B) -> T A -> F (T B).
#[global] Hint Mode Traverse ! : typeclass_instances.
#[global] Instance traverse_params : Params (@traverse) 8 := {}.
#[global] Arguments traverse _ _ _ _ _ _ _ _ & _ !_ / : assert.
#[global] Hint Opaque traverse : typeclass_instances.
We make sequence an abbreviation for traverse id.
We could define a type class Sequence, making traverse id the
default instance. Presently, that flexibility would buy us nothing but
cost us something. To reason about sequence, for example, we would
either have to specialize/duplicate the theory of traverse or unfold
sequence where it shows up.
Notation sequence := (traverse id).
Notation "sequence@{ A }" := (traverse (T:=A) id) (only parsing).
Notation "sequence@{ A }" := (traverse (T:=A) id) (only parsing).
Class Alternative@{u1 u2 | } (F : Type@{u1} -> Type@{u2}) :=
alternative : ∀ {A : Type@{u1}}, F A -> (unit -> F A) -> F A.
#[global] Hint Mode Alternative ! : typeclass_instances.
#[global] Instance alternative_params : Params (@alternative) 3 := {}.
#[global] Arguments alternative _ _ _ & !_ !_ / : simpl nomatch, assert.
#[global] Hint Opaque alternative : typeclass_instances.
alternative : ∀ {A : Type@{u1}}, F A -> (unit -> F A) -> F A.
#[global] Hint Mode Alternative ! : typeclass_instances.
#[global] Instance alternative_params : Params (@alternative) 3 := {}.
#[global] Arguments alternative _ _ _ & !_ !_ / : simpl nomatch, assert.
#[global] Hint Opaque alternative : typeclass_instances.
Class MBind@{u1 u2} (M : Type@{u1} -> Type@{u2}) :=
mbind : ∀ {A B : Type@{u1}}, (A -> M B) -> M A -> M B.
#[global] Hint Mode MBind ! : typeclass_instances.
#[global] Instance bind_params : Params (@mbind) 4 := {}.
#[global] Arguments mbind _ _ _ _ & _ !_ / : assert.
#[global] Hint Opaque mbind : typeclass_instances.
Class MJoin@{uA uM} (M : Type@{uM} -> Type@{uM}) :=
mjoin : ∀ {A : Type@{uA}}, M (M A) -> M A.
#[global] Hint Mode MJoin ! : typeclass_instances.
#[global] Instance join_params : Params (@mjoin) 3 := {}.
#[global] Arguments mjoin _ _ _ & !_ / : simpl nomatch, assert.
#[global] Hint Opaque mjoin : typeclass_instances.
Class MThrow@{uE u1 u2 | } (E : Type@{uE}) (M : Type@{u1} -> Type@{u2}) :=
mthrow : ∀ {A}, E -> M A.
#[global] Hint Mode MThrow ! ! : typeclass_instances.
#[global] Instance mthrow_params : Params (@mthrow) 4 := {}.
#[global] Arguments mthrow {_ _ _ _} _ : assert.
#[global] Hint Opaque mthrow : typeclass_instances.
mthrow : ∀ {A}, E -> M A.
#[global] Hint Mode MThrow ! ! : typeclass_instances.
#[global] Instance mthrow_params : Params (@mthrow) 4 := {}.
#[global] Arguments mthrow {_ _ _ _} _ : assert.
#[global] Hint Opaque mthrow : typeclass_instances.
catch m h
tries m
, applying handler h
on error
Class MCatch@{uE u1 u2} (E : Type@{uE}) (M : Type@{u1} -> Type@{u2}) :=
mcatch : ∀ {A}, M A -> (E -> M A) -> M A.
#[global] Hint Mode MCatch ! ! : typeclass_instances.
#[global] Hint Mode MCatch - + : typeclass_instances.
#[global] Instance mcatch_params : Params (@mcatch) 4 := {}.
#[global] Arguments mcatch _ _ _ _ & _ _ : assert.
#[global] Hint Opaque mcatch : typeclass_instances.
mcatch : ∀ {A}, M A -> (E -> M A) -> M A.
#[global] Hint Mode MCatch ! ! : typeclass_instances.
#[global] Hint Mode MCatch - + : typeclass_instances.
#[global] Instance mcatch_params : Params (@mcatch) 4 := {}.
#[global] Arguments mcatch _ _ _ _ & _ _ : assert.
#[global] Hint Opaque mcatch : typeclass_instances.
Extend the backtrace on failure
Class Trace@{uE u1 u2 | } (E : Type@{uE}) (M : Type@{u1} -> Type@{u2}) :=
trace : E -> ∀ {A : Type@{u1}}, M A -> M A.
#[global] Hint Mode Trace ! ! : typeclass_instances.
#[global] Instance trace_params : Params (@trace) 5 := {}.
#[global] Arguments trace _ _ _ _ _ & !_ / : simpl nomatch, assert.
#[global] Hint Opaque trace : typeclass_instances.
trace : E -> ∀ {A : Type@{u1}}, M A -> M A.
#[global] Hint Mode Trace ! ! : typeclass_instances.
#[global] Instance trace_params : Params (@trace) 5 := {}.
#[global] Arguments trace _ _ _ _ _ & !_ / : simpl nomatch, assert.
#[global] Hint Opaque trace : typeclass_instances.
Compute a proof of P or fail with error
e
Definition guard_or@{uE u1 u2 | } {E : Type@{uE}} (e : E)
{M : Type@{u1} -> Type@{u2}} `{!MThrow E M, !MRet M}
(P : Prop) `{dec : !Decision P} : M P :=
match dec with
| left HP => mret HP
| right _ => mthrow e
end.
#[global] Arguments guard_or _ _ _ _ _ _ !_ / : simpl nomatch, assert.
#[global] Instance guard_or_params : Params (@guard_or) 7 := {}.
#[global] Hint Opaque guard_or : typeclass_instances.
{M : Type@{u1} -> Type@{u2}} `{!MThrow E M, !MRet M}
(P : Prop) `{dec : !Decision P} : M P :=
match dec with
| left HP => mret HP
| right _ => mthrow e
end.
#[global] Arguments guard_or _ _ _ _ _ _ !_ / : simpl nomatch, assert.
#[global] Instance guard_or_params : Params (@guard_or) 7 := {}.
#[global] Hint Opaque guard_or : typeclass_instances.
Errors without context
#[global] Notation MFail := (MThrow ()).
#[global] Notation mfail := (mthrow ()).
#[global] Notation guard := (guard_or ()).
#[global] Notation mfail := (mthrow ()).
#[global] Notation guard := (guard_or ()).
Class MLift@{u1 u2 v1 v2} (M1 : Type@{u1} -> Type@{u2})
(M2 : Type@{v1} -> Type@{v2}) :=
mlift : ∀ {A : Type@{u1}}, M1 A -> M2 A.
#[global] Hint Mode MLift ! ! : typeclass_instances.
#[global] Hint Mode MLift - + : typeclass_instances.
#[global] Instance lift_params : Params (@mlift) 4 := {}.
#[global] Arguments mlift _ _ _ _ & _ : assert.
#[global] Hint Opaque mlift : typeclass_instances.
(M2 : Type@{v1} -> Type@{v2}) :=
mlift : ∀ {A : Type@{u1}}, M1 A -> M2 A.
#[global] Hint Mode MLift ! ! : typeclass_instances.
#[global] Hint Mode MLift - + : typeclass_instances.
#[global] Instance lift_params : Params (@mlift) 4 := {}.
#[global] Arguments mlift _ _ _ _ & _ : assert.
#[global] Hint Opaque mlift : typeclass_instances.
Notation
stdpp_scope
(open by default).
let*
, in
monad_scope
(not open by default).
monad_scope
(e.g., via funM
,
letM*
).
Module Export Notations.
Notation "'funM' x .. y => t" :=
(fun x => .. (fun y => t%M) ..) (only parsing) : function_scope.
Notation "'letM*' x , .. , z := t 'in' f" :=
(mbind (fun x => .. (fun z => f) ..) t%M) (only parsing) : stdpp_scope.
Notation "'letM*' := t 'in' f" :=
(mbind (fun _ : unit => f) t%M) (only parsing) : stdpp_scope.
Infix "<$>" := fmap : stdpp_scope.
Infix "<*>" := ap : stdpp_scope.
Infix "<*>@{ F }" := (ap (F:=F)) (only parsing) : stdpp_scope.
Notation "a <* b" := ((fun l _ => l) <$> a <*> b) : stdpp_scope.
Notation "a *> b" := ((fun _ r => r) <$> a <*> b) : stdpp_scope.
Notation "p <|> q" := (alternative p (fun _ : unit => q)) : stdpp_scope.
Notation "p <|>@{ F } q" := (alternative (F:=F) p (fun _ : unit => q)) (only parsing) : stdpp_scope.
Notation "m >>= f" := (mbind f m) : stdpp_scope.
Notation "m >>=@{ M } f" := (mbind (M:=M) f m) (only parsing) : stdpp_scope.
Notation "( m >>=.)" := (fun f => mbind f m) (only parsing) : stdpp_scope.
Notation "(.>>= f )" := (mbind f) (only parsing) : stdpp_scope.
Notation "(>>=)" := mbind (only parsing) : stdpp_scope.
Notation "p ;; q" := (p >>= fun _ => q) (only parsing) : stdpp_scope.
Notation "x ← m ; e" := (mbind (fun x => e) m) (only parsing) : stdpp_scope.
Infix "`catch`" := mcatch : stdpp_scope.
Notation "'let*' x , .. , z := t 'in' f" :=
(mbind (fun x => .. (fun z => f) ..) t) (only parsing) : monad_scope.
Notation "'let*' := t 'in' f" :=
(mbind (fun _ : unit => f) t) (only parsing) : monad_scope.
End Notations.
Notation "'funM' x .. y => t" :=
(fun x => .. (fun y => t%M) ..) (only parsing) : function_scope.
Notation "'letM*' x , .. , z := t 'in' f" :=
(mbind (fun x => .. (fun z => f) ..) t%M) (only parsing) : stdpp_scope.
Notation "'letM*' := t 'in' f" :=
(mbind (fun _ : unit => f) t%M) (only parsing) : stdpp_scope.
Infix "<$>" := fmap : stdpp_scope.
Infix "<*>" := ap : stdpp_scope.
Infix "<*>@{ F }" := (ap (F:=F)) (only parsing) : stdpp_scope.
Notation "a <* b" := ((fun l _ => l) <$> a <*> b) : stdpp_scope.
Notation "a *> b" := ((fun _ r => r) <$> a <*> b) : stdpp_scope.
Notation "p <|> q" := (alternative p (fun _ : unit => q)) : stdpp_scope.
Notation "p <|>@{ F } q" := (alternative (F:=F) p (fun _ : unit => q)) (only parsing) : stdpp_scope.
Notation "m >>= f" := (mbind f m) : stdpp_scope.
Notation "m >>=@{ M } f" := (mbind (M:=M) f m) (only parsing) : stdpp_scope.
Notation "( m >>=.)" := (fun f => mbind f m) (only parsing) : stdpp_scope.
Notation "(.>>= f )" := (mbind f) (only parsing) : stdpp_scope.
Notation "(>>=)" := mbind (only parsing) : stdpp_scope.
Notation "p ;; q" := (p >>= fun _ => q) (only parsing) : stdpp_scope.
Notation "x ← m ; e" := (mbind (fun x => e) m) (only parsing) : stdpp_scope.
Infix "`catch`" := mcatch : stdpp_scope.
Notation "'let*' x , .. , z := t 'in' f" :=
(mbind (fun x => .. (fun z => f) ..) t) (only parsing) : monad_scope.
Notation "'let*' := t 'in' f" :=
(mbind (fun _ : unit => f) t) (only parsing) : monad_scope.
End Notations.
Default Instances
#[global] Instance monad_fmap {M} `{!MBind M, !MRet M} : FMap M | 1000 :=
fun _ _ f m => m >>= fun x => mret (f x).
#[global] Arguments monad_fmap _ _ _ _ _ _ _ / : assert.
#[global] Instance applicative_fmap {F} `{!MRet F, !Ap F} : FMap F | 1010 :=
fun _ _ f => ap (mret f).
#[global] Arguments applicative_fmap _ _ _ _ _ _ _ / : assert.
#[global] Instance monad_ap {M} `{!MBind M, !MRet M} : Ap M | 1000 := funM _ _ mf ma =>
let* f := mf in let* a := ma in mret (f a).
#[global] Arguments monad_ap _ _ _ _ _ _ _ / : simpl nomatch, assert.
#[global] Instance catch_alternative {M E} `{!MCatch E M} : Alternative M | 1000 := fun _ p q =>
p `catch` fun _ => q ().
#[global] Instance option_fmap : FMap (eta option) := fun _ _ f m =>
if m is Some a then Some (f a) else None.
#[global] Instance option_ret : MRet (eta option) := @Some.
#[global] Instance option_bind : MBind (eta option) := fun _ _ f m =>
if m is Some a then f a else None.
#[global] Instance option_join : MJoin (eta option) := fun _ m =>
if m is Some o then o else None.
Succeed Definition option_ap : Ap (eta option) := _.
#[global] Instance option_traverse : Traverse (eta option) := fun _ _ _ _ _ _ f m =>
if m is Some a then Some <$> f a else mret None.
#[global] Instance option_fail : MFail (eta option) := fun _ _ => None.
#[global] Instance option_catch : MCatch unit (eta option) := fun _ m h =>
if m is Some _ then m else h ().
Succeed Definition option_alternative : Alternative (eta option) := _.
Datatypes.list
#[global] Instance list_fmap : FMap (eta list) := fun A B f =>
fix go (xs : list A) : list B :=
match xs with
| nil => nil
| x :: xs => f x :: go xs
end.
#[global] Instance list_ret : MRet (eta list) := fun _ x => [x].
#[global] Instance list_bind : MBind (eta list) := fun A B (f : A -> list B) =>
fix go (xs : list A) : list B :=
match xs with
| nil => nil
| x :: xs => f x ++ go xs
end.
#[global] Instance list_join : MJoin (eta list) := fun A =>
fix go (ls : list (list A)) : list A :=
match ls with
| nil => nil
| l :: ls => l ++ go ls
end.
Succeed Definition list_ap : Ap (eta list) := _.
#[global] Instance list_traverse : Traverse (eta list) := fun F _ _ AP A B (f : A -> F B) =>
fix go (l : list A) : F (list B) :=
match l with
| [] => mret []
| x :: l => cons <$> f x <*> go l
end.
#[global] Instance list_fail : MFail (eta list) := fun _ _ => nil.
#[global] Instance list_catch : MCatch unit (eta list) := fun _ l h =>
if l is nil then h () else l.
Succeed Definition list_alternative : Alternative (eta list) := _.
Datatypes.sum
Section sum_fmap.
Universes uA uB uA' uB'.
Constraint uA <= sum.u0, uA' <= sum.u0.
Constraint uB <= sum.u1, uB' <= sum.u1.
Context {A : Type@{uA}} {B : Type@{uB}} {A' : Type@{uA'}} {B' : Type@{uB'}}.
Definition sum_fmap (f : A -> A') (g : B -> B') (s : A + B) : A' + B' :=
match s with
| inl a => inl $ f a
| inr b => inr $ g b
end.
#[global] Hint Opaque sum_fmap : typeclass_instances.
#[global] Arguments sum_fmap _ _ & _ : assert.
End sum_fmap.
Section sum_traverse.
Universes u1 u2 uS uA uB uA' uB'.
Constraint uS <= u1.
Constraint uA <= sum.u0, uA' <= sum.u0, uA' <= uS.
Constraint uB <= sum.u1, uB' <= sum.u1, uB' <= uS.
Context {F : Type@{u1} -> Type@{u2}} `{!FMap@{u1 u2 uS} F, !MRet F}.
Context {A : Type@{uA}} {B : Type@{uB}} {A' : Type@{uA'}} {B' : Type@{uB'}}.
Definition sum_traverse (f : A -> F A') (g : B -> F B') (s : sum A B) : F (sum A' B') :=
match s with
| inl a => inl <$> f a
| inr b => inr <$> g b
end.
#[global] Hint Opaque sum_traverse : typeclass_instances.
#[global] Arguments sum_traverse _ _ & _ : assert.
End sum_traverse.
#[global] Instance sum_ret_right {E} : MRet (eta (sum E)) := fun _ x => inr x.
#[global] Instance sum_fmap_right {E} : FMap (eta (sum E)) := fun _ _ f x =>
match x with
| inl err => inl err
| inr v => inr $ f v
end.
#[global] Instance sum_bind_right {E} : MBind (eta (sum E)) := fun _ _ k c =>
match c with
| inl err => inl err
| inr v => k v
end.
#[global] Instance sum_join_right {E} : MJoin (eta (sum E)) := fun _ c =>
match c with
| inr (inr _ as c) => c
| inl err | inr (inl err) => inl err
end.
#[global] Instance sum_traverse_right {E} : Traverse (eta (sum E)) := fun _ _ _ _ _ _ f s =>
match s with
| inl x => mret (inl x)
| inr y => inr <$> f y
end.
Datatypes.prod
Section prod_fmap.
Universes uA uB uA' uB'.
Constraint uA <= prod.u0, uA' <= prod.u0.
Constraint uB <= prod.u1, uB' <= prod.u1.
Context {A : Type@{uA}} {B : Type@{uB}} {A' : Type@{uA'}} {B' : Type@{uB'}}.
Definition prod_fmap (f : A -> A') (g : B -> B') (p : A * B) : A' * B' :=
match p with
| (a, b) => (f a, g b)
end.
#[global] Hint Opaque prod_fmap : typeclass_instances.
#[global] Arguments prod_fmap _ _ & !_ / : simpl nomatch, assert.
End prod_fmap.
Section prod_traverse.
Universes u1 u2 uL uR.
Constraint uL <= u1, uR <= u1.
Context {F : Type@{u1} -> Type@{u2}} `{!FMap@{u1 u2 uR} F, !MRet F, AP : !Ap@{u1 u2 uL uR} F}.
Universes uA uB uA' uB'.
Constraint uA <= prod.u0, uA' <= prod.u0, uA' <= uR.
Constraint uB <= prod.u1, uB' <= prod.u1, uB' <= uL, uB' <= uR.
Context {A : Type@{uA}} {B : Type@{uB}} {A' : Type@{uA'}} {B' : Type@{uB'}}.
Definition prod_traverse (f : A -> F A') (g : B -> F B') (p : prod A B) : F (prod A' B') :=
match p with
| (a, b) => pair <$> f a <*> g b
end.
#[global] Hint Opaque prod_traverse : typeclass_instances.
#[global] Arguments prod_traverse _ _ & _ : assert.
End prod_traverse.
#[global] Instance pair_traverse_right {E} : Traverse (eta (prod E)) :=
fun _ _ _ _ _ _ f p =>
match p with
| (a, b) => pair a <$> f b
end.
#[global] Arguments pair_traverse_right _ _ _ _ _ _ _ _ & !_ / : simpl nomatch, assert.
End UPoly.
Definition first {T T' U} (f : T -> T') (xy : T * U) : T' * U := (f xy.1, xy.2).
Definition second {T U U'} (f : U -> U') (xy : T * U) : T * U' := (xy.1, f xy.2).