(** Properties about the hashmap *)
module Hashmap.Properties
open Primitives
open FStar.List.Tot
open FStar.Mul
open Hashmap.Types
open Hashmap.Clauses
open Hashmap.Funs

// To help with the proofs - TODO: remove
module InteractiveHelpers = FStar.InteractiveHelpers

#set-options "--z3rlimit 50 --fuel 0 --ifuel 1"

/// The proofs actually caused a lot more trouble than expected, because of the
/// below points. All those are problems I already encountered in the past, but:
///
/// - the fact that I spent 9 months mostly focusing on Aeneas made me forget them
///   a bit
/// - they seem exacerbated by the fact that they really matter when doing
///   functional correctness proofs, while Aeneas allows me to focus on the
///   functional behaviour of my programs.
/// 
///   As a simple example, when I implemented linked lists (with loops) in Low*
///   for Noise*, most of the work consisted in making the Low* proofs work
///   (which was painful).
/// 
///   There was a bit of functional reasoning (for which I already encountered the
///   below issues), but it was pretty simple and shadowed by the memory management
///   part. In the current situation, as we got rid of the memory management annoyance,
///   we could move on to the more the complex hash maps where the functional correctness
///   proofs *actually* require some work, making extremely obvious the problems F* has
///   when dealing with this kind of proofs.
///
/// Here, I would like to emphasize the fact that if hash maps *do* have interesting
/// functional properties to study, I don't believe those properties are *intrinsically*
/// complex. In particular, I am very eager to try to do the same proofs in Coq or
/// HOL4, which I believe are more suited to this kind of proofs, and see how things go.
/// I'm aware that those provers also suffer from drawbacks, but I believe those are
/// less severe than F* in the present case.
///
/// The problems I encountered (once again, all this is well known):
/// 
/// - we are blind when doing the proofs. After a very intensive use of F* I got
///   used to it meaning I *can* do proofs in F*, but it still takes me a tremendous
///   amout of energy to visualize the context in my head and, for instance,
///   properly instantiate the lemmas or insert the necessary assertions in the code.
///   I actually often write assertions that I assume just to *check* that those
///   assertions make the proofs pass and are thus indeed the ones I want to prove,
///   which is something very specific to working with F*.
///
///   About the fact that we are blind: see [hash_map_try_resize_fwd_back_lem_refin]
///
/// - the fact that we don't reason with tactics but with the SMT solver with an
///   "intrinsic" style of proofs makes it a bit awkward to reason about pure
///   functions in a modular manner, because every proof requires to basically
///   copy-paste the function we are studying. As a consequence, this file is
///   very verbose (look at the number of lines of code...).
/// 
/// - F* is extremely bad at reasoning with quantifiers, which is made worse by
///   the fact we are blind when making proofs. This forced me to be extremely
///   careful about the way I wrote the specs/invariants (by writing "functional"
///   specs and invariants, mostly, so as not to manipulate quantifiers).
///   
///   In particular, I had to cut the proofs into many steps just for this reason,
///   while if I had been able to properly use quantifiers (I tried: in many
///   situations I manage to massage F* to make it work, but in the below proofs
///   it was horrific) I would have proven many results in one go.
///   
///   More specifically: the hash map has an invariant stating that all the keys
///   are pairwise disjoint. This invariant is extremely simple to write with
///   forall quantifiers and looks like the following:
///   `forall i j. i <> j ==> key_at i hm <> key_at j hm`
///   
///   If you can easily manipulate forall quantifiers, you can prove that the
///   invariant is maintained by, say, the insertion functions in one go.
///   
///   However here, because I couldn't make the quantification work (and I really
///   tried hard, because this is a very natural way of doing the proofs), I had
///   to resort to invariants written in terms of [pairwise_rel]. This is
///   extremely annoying, because then the process becomes:
///   - prove that the insertion, etc. functions refine some higher level functions
///     (that I have to introduce)
///   - prove that those higher level functions preserve the invariants
///   
///   All this results in a huge amount of intermediary lemmas and definitions...
///   Of course, I'm totally fine with introducing refinements steps when the
///   proofs are *actually* intrinsically complex, but here we are studying hash
///   maps, so come on!!
///
/// - the abundance of intermediate definitions and lemmas causes a real problem
///   because we then have to remember them, find naming conventions (otherwise
///   it is a mess) and go look for them. All in all, it takes engineering time,
///   and it can quickly cause scaling issues...
///   
/// - F* doesn't encode closures properly, the result being that it is very
///   awkward to reason about functions like [map] or [find], because we have
///   to introduce auxiliary definitions for the parameters we give to those
///   functions (if we use anonymous lambda functions, we're screwed by the
///   encoding).
///   See all the definitions like [same_key], [binding_neq], etc. which cluter
///   the file and worsen the problem mentionned in the previous point.
///   
/// - we can't prove intermediate results which require a *recursive* proof
///   inside of other proofs, meaning that whenever we need such a result we need
///   to write an intermediate lemma, which is extremely cumbersome.
///
///   What is extremely frustrating is that in most situations, those intermediate
///   lemmas are extremely simple to prove: they would simply need 2 or 3 tactic
///   calls in Coq or HOL4, and in F* the proof is reduced to a recursive call.
///   Isolating the lemma (i.e., writing its signature), however, takes some
///   non-negligible time, which is made worse by the fact that, once again,
///   we don't have proof contexts to stare at which would help figuring out
///   how to write such lemmas.
///
///   Simple example: see [for_all_binding_neq_find_lem]. This lemma states that:
///   "if a key is not in a map, then looking up this key returns None".
///   This lemma is used in *exactly* one place, and simply needs a recursive call.
///   Stating the lemma took a lot more time (and place) than proving it.
///
/// - more generally, it can be difficult to figure out which intermediate results
///   to prove. In an interactive theorem prover based on tactics, it often happens
///   that we start proving the theorem we target, then get stuck on a proof obligation
///   for which we realize we need to prove an intermediate result.
/// 
///   This process is a lot more difficult in F*, and I have to spend a lot of energy
///   figuring out what I *might* need in the future. While this is probably a good
///   habit, there are many situations where it is really a constraint: I'm often
///   reluctant before starting a new proof in F*, because I anticipate on this very
///   annoying loop: try to prove something, get an unknown assertion failed error,
///   insert a lot of assertions or think *really* deeply to figure out what might
///   have happened, etc. All this seems a lot more natural when working with tactics.
///
///   Simple example: see [slots_t_inv_implies_slots_s_inv]. This lemma is super
///   simple and was probably not required (it is proven with `()`). But I often feel
///   forced to anticipate on problems, otherwise proofs become too painful.
///   
/// - the proofs often fail or succeed for extremely unpredictable reasons, and are
///   extremely hard to debug.
///
///   1. See the comments for [hash_map_move_elements_fwd_back_lem_refin], which
///   describe the various breakages I encountered, and the different attempts I
///   made to fix them (the result is that it now works, but I don't know why, and
///   there are still issues so it is maybe unstable)..
///
///   Also, I still don't understand why the proof currently works, and failed
///   before. One problem I encountered is that when trying to figure out why F*
///   fails (and playing with Z3's parameters), we are constantly shooting in the dark.
///
///   2. See [hash_map_is_assoc_list] and [hash_map_move_elements_fwd_back_lem].
///   For this one, I have no clue what's going on.
///
///   3. [hash_map_move_elements_fwd_back_lem] was very painful, with assertions
///   directly given by some postconditions which failed for no reasons, or
///   "unknown assertion failed" which forced us to manually unfold postconditions...
///
///   Finally: remember (again) that we are in a pure setting. Imagine having to
///   deal with Low*/separation logic at the same time.


(*** List lemmas *)

val index_append_lem (#a : Type0) (ls0 ls1 : list a) (i : nat{i < length ls0 + length ls1}) :
  Lemma (
    (i < length ls0 ==> index (ls0 @ ls1) i == index ls0 i) /\
    (i >= length ls0 ==> index (ls0 @ ls1) i == index ls1 (i - length ls0)))
  [SMTPat (index (ls0 @ ls1) i)]

#push-options "--fuel 1"
let rec index_append_lem #a ls0 ls1 i =
  match ls0 with
  | [] -> ()
  | x :: ls0' ->
    if i = 0 then ()
    else index_append_lem ls0' ls1 (i-1)
#pop-options

val index_map_lem (#a #b: Type0) (f : a -> Tot b) (ls : list a)
  (i : nat{i < length ls}) :
  Lemma (
    index (map f ls) i == f (index ls i))
  [SMTPat (index (map f ls) i)]

#push-options "--fuel 1"
let rec index_map_lem #a #b f ls i =
  match ls with
  | [] -> ()
  | x :: ls' ->
    if i = 0 then ()
    else index_map_lem f ls' (i-1)
#pop-options

// TODO: remove?
// Returns the index of the value which satisfies the predicate
val find_index :
    #a:Type
  -> f:(a -> Tot bool)
  -> ls:list a{Some? (find f ls)}
  -> Tot (i:nat{
    i < length ls /\
    begin match find f ls with
    | None -> False
    | Some x -> x == index ls i
    end})

#push-options "--fuel 1"
let rec find_index #a f ls =
  match ls with
  | [] -> assert(False); 0
  | x :: ls' ->
    if f x then 0
    else 1 + find_index f ls'
#pop-options

val for_all_append (#a : Type0) (f : a -> Tot bool) (ls0 ls1 : list a) :
  Lemma (for_all f (ls0 @ ls1) = (for_all f ls0 && for_all f ls1))

#push-options "--fuel 1"
let rec for_all_append #a f ls0 ls1 =
  match ls0 with
  | [] -> ()
  | x :: ls0' ->
    for_all_append f ls0' ls1
#pop-options

/// So annoying...
val map_same_f_eq (#a #b : Type) (f g : a -> Tot b) (ls : list a) :
  Lemma (requires (forall x. f x == g x))
  (ensures (map f ls == map g ls))

#push-options "--fuel 1"
let rec map_same_f_eq #a #b f g ls =
  match ls with
  | [] -> ()
  | x :: ls' -> map_same_f_eq f g ls'
#pop-options

(*** Lemmas about Primitives *)
/// TODO: move those lemmas

// TODO: rename to 'insert'?
val list_update_index_dif_lem
  (#a : Type0) (ls : list a) (i : nat{i < length ls}) (x : a)
  (j : nat{j < length ls}) :
  Lemma (requires (j <> i))
  (ensures (index (list_update ls i x) j == index ls j))
  [SMTPat (index (list_update ls i x) j)]

#push-options "--fuel 1"
let rec list_update_index_dif_lem #a ls i x j =
  match ls with
  | x' :: ls ->
    if i = 0 then ()
    else if j = 0 then ()
    else
     list_update_index_dif_lem ls (i-1) x (j-1)
#pop-options

val map_list_update_lem
  (#a #b: Type0) (f : a -> Tot b)
  (ls : list a) (i : nat{i < length ls}) (x : a) :
  Lemma (list_update (map f ls) i (f x) == map f (list_update ls i x))
  [SMTPat (list_update (map f ls) i (f x))]

#push-options "--fuel 1"
let rec map_list_update_lem #a #b f ls i x =
  match ls with
  | x' :: ls' ->
    if i = 0 then ()
    else map_list_update_lem f ls' (i-1) x
#pop-options

val length_flatten_update :
     #a:Type
  -> ls:list (list a)
  -> i:nat{i < length ls}
  -> x:list a ->
  Lemma (
    // length (flatten (list_update ls i x)) =
    //   length (flatten ls) - length (index ls i) + length x
    length (flatten (list_update ls i x)) + length (index ls i) =
    length (flatten ls) + length x)

#push-options "--fuel 1"
let rec length_flatten_update #a ls i x =
  match ls with
  | x' :: ls' ->
    assert(flatten ls == x' @ flatten ls'); // Triggers patterns
    assert(length (flatten ls) == length x' + length (flatten ls'));
    if i = 0 then
      begin
      let ls1 = x :: ls' in
      assert(list_update ls i x == ls1);
      assert(flatten ls1 == x @ flatten ls'); // Triggers patterns
      assert(length (flatten ls1) == length x + length (flatten ls'));
      ()
      end
    else
      begin
      length_flatten_update ls' (i-1) x;
      let ls1 = x' :: list_update ls' (i-1) x in
      assert(flatten ls1 == x' @ flatten (list_update ls' (i-1) x)) // Triggers patterns
      end
#pop-options

val forall_index_equiv_list_for_all
  (#a : Type) (pred : a -> Tot bool) (ls : list a) :
  Lemma ((forall (i:nat{i < length ls}). pred (index ls i)) <==> for_all pred ls)

#push-options "--fuel 1"
let rec forall_index_equiv_list_for_all pred ls =
  match ls with
  | [] -> ()
  | x :: ls' ->
    assert(forall (i:nat{i < length ls'}). index ls' i == index ls (i+1));
    assert(forall (i:nat{0 < i /\ i < length ls}). index ls i == index ls' (i-1));
    assert(index ls 0 == x);
    forall_index_equiv_list_for_all pred ls'
#pop-options

(*** Utilities *)
// TODO: filter the utilities

val find_update:
     #a:Type
  -> f:(a -> Tot bool)
  -> ls:list a
  -> x:a
  -> ls':list a{length ls' == length ls}
#push-options "--fuel 1"
let rec find_update #a f ls x =
  match ls with
  | [] -> []
  | hd::tl ->
    if f hd then x :: tl else hd :: find_update f tl x
#pop-options

val pairwise_distinct : #a:eqtype -> ls:list a -> Tot bool
let rec pairwise_distinct (#a : eqtype) (ls : list a) : Tot bool =
  match ls with
  | [] -> true
  | x :: ls' -> List.Tot.for_all (fun y -> x <> y) ls' && pairwise_distinct ls'

val for_allP: #a:Type -> f:(a -> Tot Type0) -> list a -> Tot Type0
let rec for_allP (f : 'a -> Tot Type0) (l : list 'a) : Tot Type0 =
  match l with
  | [] -> True
  | hd::tl -> f hd /\ for_allP f tl

val for_all_i_aux: #a:Type -> f:(nat -> a -> Tot bool) -> list a -> nat -> Tot bool
let rec for_all_i_aux (f : nat -> 'a -> Tot bool) (l : list 'a) (i : nat) : Tot bool =
  match l with
  | [] -> true
  | hd::tl -> f i hd && for_all_i_aux f tl (i+1)

val for_all_i: #a:Type -> f:(nat -> a -> Tot bool) -> list a -> Tot bool
let for_all_i (f : nat -> 'a -> Tot bool) (l : list 'a) : Tot bool =
  for_all_i_aux f l 0

val pairwise_relP : #a:Type -> pred:(a -> a -> Tot Type0) -> ls:list a -> Tot Type0
let rec pairwise_relP #a pred ls =
  match ls with
  | [] -> True
  | x :: ls' ->
    for_allP (pred x) ls' /\ pairwise_relP pred ls'

val pairwise_rel : #a:Type -> pred:(a -> a -> Tot bool) -> ls:list a -> Tot bool
let rec pairwise_rel #a pred ls =
  match ls with
  | [] -> true
  | x :: ls' ->
    for_all (pred x) ls' && pairwise_rel pred ls' 

/// The lack of lemmas about list manipulation is really annoying...

#push-options "--fuel 1"
let rec flatten_append (#a : Type) (l1 l2: list (list a)) :
  Lemma (flatten (l1 @ l2) == flatten l1 @ flatten l2) =
  match l1 with
  | [] -> ()
  | x :: l1' ->
    flatten_append l1' l2;
    append_assoc x (flatten l1') (flatten l2)
#pop-options

/// We don't use anonymous functions as parameters to other functions, but rather
/// introduce auxiliary functions instead: otherwise we can't reason (because
/// F*'s encoding to the SMT is imprecise for functions)
let fst_is_disctinct (#a : eqtype) (#b : Type0) (p0 : a & b) (p1 : a & b) : Type0 =
  fst p0 <> fst p1

(*** Invariants, models *)

(*
/// "Natural" length function for [list_t]
/// TODO: remove? we can reason simply with [list_t_v]
let rec list_t_len (#t : Type0) (ls : list_t t) : nat =
  match ls with
  | ListNil -> 0
  | ListCons _ _ tl -> 1 + list_t_len tl
*)

(*
/// "Natural" append function for [list_t]
/// TODO: remove? we can reason simply with [list_t_v]
#push-options "--fuel 1"
let rec list_t_append (#t : Type0) (ls0 ls1 : list_t t) :
  ls:list_t t{list_t_len ls = list_t_len ls0 + list_t_len ls1} =
  match ls0 with
  | ListNil -> ls1
  | ListCons x v tl -> ListCons x v (list_t_append tl ls1)
#pop-options
*)

/// The "key" type
type key : eqtype = usize

type hash : eqtype = usize

type binding (t : Type0) = key & t

type slots_t (t : Type0) = vec (list_t t)

/// We represent hash maps as associative lists
type assoc_list (t : Type0) = list (binding t)

/// Representation function for [list_t]
let rec list_t_v (#t : Type0) (ls : list_t t) : assoc_list t =
  match ls with
  | ListNil -> []
  | ListCons k v tl -> (k,v) :: list_t_v tl

let list_t_len (#t : Type0) (ls : list_t t) : nat = length (list_t_v ls)
let list_t_index (#t : Type0) (ls : list_t t) (i : nat{i < list_t_len ls}) : binding t =
  index (list_t_v ls) i

// TODO: use more
type slot_s (t : Type0) = list (binding t)
type slots_s (t : Type0) = list (slot_s t)

// TODO: use more
type slot_t (t : Type0) = list_t t
let slot_t_v (#t : Type0) (slot : slot_t t) : slot_s t = list_t_v slot

/// Representation function for the slots.
let slots_t_v (#t : Type0) (slots : slots_t t) : slots_s t =
  map slot_t_v slots

/// TODO: remove?
let slots_t_al_v (#t : Type0) (slots : slots_t t) : assoc_list t =
  flatten (map list_t_v slots)

/// High-level type for the hash-map, seen as a list of associative lists (one
/// list per slot)
type hash_map_slots_s t = list (slot_s t)

/// High-level type for the hash-map, seen as a an associative list
type hash_map_s t = assoc_list t

// TODO: move
let is_pos_usize (n : nat) : Type0 = 0 < n /\ n <= usize_max

// 'nes': "non-empty slots"
// TODO: use more
type hash_map_slots_s_nes (t : Type0) : Type0 =
  hm:hash_map_slots_s t{is_pos_usize (length hm)}

/// Representation function for [hash_map_t] as a list of slots
let hash_map_t_slots_v (#t : Type0) (hm : hash_map_t t) : hash_map_slots_s t =
  map list_t_v hm.hash_map_slots

/// Representation function for [hash_map_t]
let hash_map_t_v (#t : Type0) (hm : hash_map_t t) : hash_map_s t =
  flatten (hash_map_t_slots_v hm)

// 'nes': "non-empty slots"
// TODO: use more
type hash_map_t_nes (t : Type0) : Type0 =
  hm:hash_map_t t{is_pos_usize (length hm.hash_map_slots)}

let hash_key (k : key) : hash =
  Return?.v (hash_key_fwd k)

let hash_mod_key (k : key) (len : usize{len > 0}) : hash =
  (hash_key k) % len

let same_key (#t : Type0) (k : key) (b : binding t) : bool = fst b = k

// We take a [nat] instead of a [hash] on purpose
let same_hash_mod_key (#t : Type0) (len : usize{len > 0}) (h : nat) (b : binding t) : bool =
  hash_mod_key (fst b) len = h

// We take a [nat] instead of a [hash] on purpose
(*let same_hash (#t : Type0) (h : nat) (b : binding t) : bool = hash_key (fst b) = h *)

let binding_neq (#t : Type0) (b0 b1 : binding t) : bool = fst b0 <> fst b1

let has_same_binding (#t : Type0) (al : assoc_list t) ((k,v) : binding t) : Type0 =
  match find (same_key k) al with
  | None -> False
  | Some (k',v') -> v' == v

let hash_map_t_mem_s (#t : Type0) (hm : hash_map_t t) (k : key) : bool =
  existsb (same_key k) (hash_map_t_v hm)

let hash_map_t_len_s (#t : Type0) (hm : hash_map_t t) : nat =
  hm.hash_map_num_entries

let slot_find (#t : Type0) (k : key) (slot : list (binding t)) : option t =
  match find (same_key k) slot with
  | None -> None
  | Some (_, v) -> Some v

let assoc_list_find (#t : Type0) (k : key) (slot : assoc_list t) : option t =
  slot_find k slot

let slot_t_find_s (#t : Type0) (k : key) (slot : list_t t) : option t =
  match find (same_key k) (list_t_v slot) with
  | None -> None
  | Some (_, v) -> Some v

// This is a simpler version of the "find" function, which captures the essence
// of what happens and operates on [hash_map_slots_s].
// TODO: useful?
let hash_map_slots_s_find
  (#t : Type0) (hm : hash_map_slots_s_nes t)
  (k : key) : option t =
  let i = hash_mod_key k (length hm) in
  let slot = index hm i in
  slot_find k slot

let hash_map_slots_s_len
  (#t : Type0) (hm : hash_map_slots_s_nes t) :
  nat =
  length (flatten hm)

// Same as above, but operates on [hash_map_t]
// Note that we don't reuse the above function on purpose: converting to a
// [hash_map_slots_s] then looking up an element is not the same as what we
// wrote below.
let hash_map_t_find_s
  (#t : Type0) (hm : hash_map_t t{length hm.hash_map_slots > 0}) (k : key) : option t =
  let slots = hm.hash_map_slots in
  let i = hash_mod_key k (length slots) in
  let slot = index slots i in
  slot_t_find_s k slot

(*let hash_map_t_find_s (#t : Type0) (hm : hash_map_t t) (k : key) : option t =
 match find (same_key k) (hash_map_t_v hm) with
 | None -> None
 | Some (_, v) -> Some v*)

/// Auxiliary function stating that two associative lists are "equivalent"
let assoc_list_equiv (#t : Type0) (al0 al1 : assoc_list t) : Type0 =
  // All the bindings in al0 can be found in al1
  for_allP (has_same_binding al1) al0 /\
  // And the reverse is true
  for_allP (has_same_binding al0) al1

(*
// Introducing auxiliary definitions to help deal with the quantifiers

let not_same_keys_at_j_k
  (#t : Type0) (ls : list_t t) (j:nat{j < list_t_len ls}) (k:nat{k < list_t_len ls}) :
  Type0 =
  fst (list_t_index ls j) <> fst (list_t_index ls k)

(*let not_same_keys_at_j_k
  (#t : Type0) (ls : list_t t) (j:nat{j < list_t_len ls}) (k:nat{k < list_t_len ls}) :
  Type0 =
  fst (list_t_index ls j) <> fst (list_t_index ls k)*)

type slot_t_inv_hash_key_f (#t : Type0) (len : usize{len > 0}) (i : usize) (slot : list_t t) =
  (j:nat{j < list_t_len slot}) ->
  Lemma (hash_mod_key (fst (list_t_index slot j)) len = i)
  [SMTPat (hash_mod_key (fst (list_t_index slot j)) len)]
  
type slot_t_inv_not_same_keys_f (#t : Type0) (i : usize) (slot : list_t t) =
     (j:nat{j < list_t_len slot})
  -> (k:nat{k < list_t_len slot /\ j < k})
  -> Lemma (not_same_keys_at_j_k slot j k)
  [SMTPat (not_same_keys_at_j_k slot j k)]
*)

(**)

/// Invariants for the slots

let slot_s_inv
  (#t : Type0) (len : usize{len > 0}) (i : usize) (slot : list (binding t)) : bool =
  // All the bindings are in the proper slot
  for_all (same_hash_mod_key len i) slot &&
  // All the keys are pairwise distinct
  pairwise_rel binding_neq slot

let slot_t_inv (#t : Type0) (len : usize{len > 0}) (i : usize) (slot : list_t t) : bool =
  // All the bindings are in the proper slot
  for_all (same_hash_mod_key len i) (list_t_v slot) &&
  // All the keys are pairwise distinct
  pairwise_rel binding_neq (list_t_v slot)

(*
/// Invariants for the slots
/// Rk.: making sure the quantifiers instantiations work was painful. As always.
let slot_t_inv (#t : Type0) (len : usize{len > 0}) (i : usize) (slot : list_t t) : Type0 =
  // All the hashes of the keys are equal to the current hash
  (forall (j:nat{j < list_t_len slot}).
    {:pattern (list_t_index slot j)}
    hash_mod_key (fst (list_t_index slot j)) len = i) /\
  // All the keys are pairwise distinct
  (forall (j:nat{j < list_t_len slot}) (k:nat{k < list_t_len slot /\ j < k}).
    {:pattern not_same_keys_at_j_k slot j k}
    k <> j ==> not_same_keys_at_j_k slot j k)

/// Helpers to deal with the quantifier proofs
let slot_t_inv_to_funs
  (#t : Type0) (len : usize{len > 0}) (i : usize) (slot : list_t t{slot_t_inv len i slot}) :
  slot_t_inv_hash_key_f len i slot & slot_t_inv_not_same_keys_f i slot =
  let f : slot_t_inv_hash_key_f len i slot =
    fun j -> ()
  in
  let g : slot_t_inv_not_same_keys_f i slot =
    fun j k -> ()
  in
  (f, g)

let slot_t_inv_from_funs_lem
  (#t : Type0) (len : usize{len > 0}) (i : usize) (slot : list_t t)
  (f : slot_t_inv_hash_key_f len i slot)
  (g : slot_t_inv_not_same_keys_f i slot) :
  Lemma (slot_t_inv len i slot) =
  // Dealing with quantifiers is annoying, like always
  let f' (j:nat{j < list_t_len slot}) :
    Lemma (hash_mod_key (fst (list_t_index slot j)) len = i)
    [SMTPat (hash_mod_key (fst (list_t_index slot j)) len)]
    =
    f j
  in
  let g' (j:nat{j < list_t_len slot}) (k:nat{k < list_t_len slot /\ j < k}) :
    Lemma (not_same_keys_at_j_k slot j k)
    [SMTPat (not_same_keys_at_j_k slot j k)]
    =
    g j k
  in
  ()
*)

let slots_s_inv (#t : Type0) (slots : slots_s t{length slots <= usize_max}) : Type0 =
  forall(i:nat{i < length slots}).
  {:pattern index slots i}
  slot_s_inv (length slots) i (index slots i)

let slots_t_inv (#t : Type0) (slots : slots_t t{length slots <= usize_max}) : Type0 =
  forall(i:nat{i < length slots}).
  {:pattern index slots i}
  slot_t_inv (length slots) i (index slots i)

(*
type slots_t_inv_f (#t : Type0) (slots : slots_t t{length slots <= usize_max}) =
  (i:nat{i < length slots}) ->
  Lemma (slot_t_inv (length slots) i (index slots i))

let slots_t_inv_to_fun
  (#t : Type0) (slots : slots_t t{length slots <= usize_max /\ slots_t_inv slots}) :
  slots_t_inv_f slots =
  fun i -> ()

let slots_t_from_fun
  (#t : Type0) (slots : slots_t t{length slots <= usize_max})
  (f : slots_t_inv_f slots) :
  Lemma (slots_t_inv slots) =
  let f' (i:nat{i < length slots}) :
    Lemma (slot_t_inv (length slots) i (index slots i))
    [SMTPat (slot_t_inv (length slots) i (index slots i))]
    =
    f i
  in
  ()
*)

// TODO: hash_map_slots -> hash_map_slots_s
let hash_map_slots_s_inv (#t : Type0) (hm : hash_map_slots_s t) : Type0 =
  length hm <= usize_max /\
  length hm > 0 /\
  slots_s_inv hm

/// Base invariant for the hashmap (the complete invariant can be temporarily
/// broken between the moment we inserted an element and the moment we resize)
let hash_map_t_base_inv (#t : Type0) (hm : hash_map_t t) : Type0 =
  let al = hash_map_t_v hm in
  // [num_entries] correctly tracks the number of entries in the table
  // Note that it gives us that the length of the slots array is <= usize_max:
  // [> length <= usize_max
  // (because hash_map_num_entries has type `usize`)
  hm.hash_map_num_entries = length al /\
  // Slots invariant
  slots_t_inv hm.hash_map_slots /\
  // The capacity must be > 0 (otherwise we can't resize, because we
  // multiply the capacity by two!)
  length hm.hash_map_slots > 0 /\
  // Load computation
  begin
  let capacity = length hm.hash_map_slots in
  let (dividend, divisor) = hm.hash_map_max_load_factor in
  0 < dividend /\ dividend < divisor /\
  capacity * dividend >= divisor /\
  hm.hash_map_max_load = (capacity * dividend) / divisor
  end

/// Invariant for the hashmap
let hash_map_t_inv (#t : Type0) (hm : hash_map_t t) : Type0 =
  // Base invariant
  hash_map_t_base_inv hm /\
  // The hash map is either: not overloaded, or we can't resize it
  (let (dividend, divisor) = hm.hash_map_max_load_factor in
   hm.hash_map_num_entries <= hm.hash_map_max_load
   || length hm.hash_map_slots * 2 * dividend > usize_max)

/// The following predicate links the hashmap to an associative list.
/// Note that it does not compute the representant: different (permuted)
/// lists can be used to represent the same hashmap!
let hash_map_t_is_al (#t : Type0) (hm : hash_map_t t) (al : assoc_list t) : Type0 =
  let hm_al = hash_map_t_v hm in
  assoc_list_equiv hm_al al

/// We often need to frame some values
let hash_map_same_params (#t : Type0) (hm0 hm1 : hash_map_t t) : Type0 =
  length hm0.hash_map_slots = length hm1.hash_map_slots /\
  hm0.hash_map_max_load = hm1.hash_map_max_load /\
  hm0.hash_map_max_load_factor = hm1.hash_map_max_load_factor
  
(*
/// The invariant we reveal to the user
let hash_map_t_inv_repr (#t : Type0) (hm : hash_map_t t) (al : assoc_list t) : Type0 =
  // The hash map invariant is satisfied
  hash_map_t_inv hm /\
  // And it can be seen as the given associative list
  hash_map_t_is_al hm al
*)

(*** allocate_slots *)

/// Auxiliary lemma
val slots_t_all_nil_inv_lem
  (#t : Type0) (slots : vec (list_t t){length slots <= usize_max}) :
  Lemma (requires (forall (i:nat{i < length slots}). index slots i == ListNil))
  (ensures (slots_t_inv slots))

#push-options "--fuel 1"
let slots_t_all_nil_inv_lem #t slots = ()
#pop-options

val slots_t_al_v_all_nil_is_empty_lem
  (#t : Type0) (slots : vec (list_t t)) :
  Lemma (requires (forall (i:nat{i < length slots}). index slots i == ListNil))
  (ensures (slots_t_al_v slots == []))

#push-options "--fuel 1"
let rec slots_t_al_v_all_nil_is_empty_lem #t slots =
 match slots with
 | [] -> ()
 | s :: slots' ->
   assert(forall (i:nat{i < length slots'}). index slots' i == index slots (i+1));
   slots_t_al_v_all_nil_is_empty_lem #t slots';
   assert(slots_t_al_v slots == list_t_v s @ slots_t_al_v slots');
   assert(slots_t_al_v slots == list_t_v s);
   assert(index slots 0 == ListNil)
#pop-options

/// [allocate_slots]
val hash_map_allocate_slots_fwd_lem
  (t : Type0) (slots : vec (list_t t)) (n : usize) :
  Lemma
  (requires (length slots + n <= usize_max))
  (ensures (
   match hash_map_allocate_slots_fwd t slots n with
   | Fail -> False
   | Return slots' ->
     length slots' = length slots + n /\
     // We leave the already allocated slots unchanged
     (forall (i:nat{i < length slots}). index slots' i == index slots i) /\
     // We allocate n additional empty slots
     (forall (i:nat{length slots <= i /\ i < length slots'}). index slots' i == ListNil)))
  (decreases (hash_map_allocate_slots_decreases t slots n))

#push-options "--fuel 1"
let rec hash_map_allocate_slots_fwd_lem t slots n =
  begin match n with
  | 0 -> ()
  | _ ->
    begin match vec_push_back (list_t t) slots ListNil with
    | Fail -> ()
    | Return slots1 ->
      begin match usize_sub n 1 with
      | Fail -> ()
      | Return i ->
        hash_map_allocate_slots_fwd_lem t slots1 i;
        begin match hash_map_allocate_slots_fwd t slots1 i with
        | Fail -> ()
        | Return slots2 ->
          assert(length slots1 = length slots + 1);
          assert(slots1 == slots @ [ListNil]); // Triggers patterns
          assert(index slots1 (length slots) == index [ListNil] 0); // Triggers patterns
          assert(index slots1 (length slots) == ListNil)
        end
      end
    end
  end
#pop-options

(*** new_with_capacity *)
/// Under proper conditions, [new_with_capacity] doesn't fail and returns an empty hash map.
val hash_map_new_with_capacity_fwd_lem
  (t : Type0) (capacity : usize)
  (max_load_dividend : usize) (max_load_divisor : usize) :
  Lemma
  (requires (
    0 < max_load_dividend /\
    max_load_dividend < max_load_divisor /\
    0 < capacity /\
    capacity * max_load_dividend >= max_load_divisor /\
    capacity * max_load_dividend <= usize_max))
  (ensures (
    match hash_map_new_with_capacity_fwd t capacity max_load_dividend max_load_divisor with
    | Fail -> False
    | Return hm ->
      // The hash map invariant is satisfied
      hash_map_t_inv hm /\
      // The parameters are correct
      hm.hash_map_max_load_factor = (max_load_dividend, max_load_divisor) /\
      hm.hash_map_max_load = (capacity * max_load_dividend) / max_load_divisor /\
      // The hash map has the specified capacity - we need to reveal this
      // otherwise the pre of [hash_map_t_find_s] is not satisfied.
      length hm.hash_map_slots = capacity /\
      // The hash map has 0 values
      hash_map_t_len_s hm = 0 /\
      // It contains no bindings
      (forall k. hash_map_t_find_s hm k == None) /\
      // We need this low-level property for the invariant
      (forall(i:nat{i < length hm.hash_map_slots}). index hm.hash_map_slots i == ListNil)))

#push-options "--z3rlimit 50 --fuel 1"
let hash_map_new_with_capacity_fwd_lem (t : Type0) (capacity : usize)
  (max_load_dividend : usize) (max_load_divisor : usize) =
  let v = vec_new (list_t t) in
  assert(length v = 0);
  hash_map_allocate_slots_fwd_lem t v capacity;
  begin match hash_map_allocate_slots_fwd t v capacity with
  | Fail -> assert(False)
  | Return v0 ->
    begin match usize_mul capacity max_load_dividend with
    | Fail -> assert(False)
    | Return i ->
      begin match usize_div i max_load_divisor with
      | Fail -> assert(False)
      | Return i0 ->
          let hm = Mkhash_map_t 0 (max_load_dividend, max_load_divisor) i0 v0 in
          slots_t_all_nil_inv_lem v0;
          slots_t_al_v_all_nil_is_empty_lem hm.hash_map_slots
      end
    end
  end
#pop-options

(*** new *)
/// [new] doesn't fail and returns an empty hash map
val hash_map_new_fwd_lem_fun (t : Type0) :
  Lemma
  (ensures (
    match hash_map_new_fwd t with
    | Fail -> False
    | Return hm ->
      // The hash map invariant is satisfied
      hash_map_t_inv hm /\
      // The hash map has 0 values
      hash_map_t_len_s hm = 0 /\
      // It contains no bindings
      (forall k. hash_map_t_find_s hm k == None)))

#push-options "--fuel 1"
let hash_map_new_fwd_lem_fun t =
  hash_map_new_with_capacity_fwd_lem t 32 4 5;
  match hash_map_new_with_capacity_fwd t 32 4 5 with
  | Fail -> ()
  | Return hm -> ()
#pop-options

(*** clear_slots *)
/// [clear_slots] doesn't fail and simply clears the slots starting at index i
#push-options "--fuel 1"
let rec hash_map_clear_slots_fwd_back_lem
  (t : Type0) (slots : vec (list_t t)) (i : usize) :
  Lemma
  (ensures (
    match hash_map_clear_slots_fwd_back t slots i with
    | Fail -> False
    | Return slots' ->
      // The length is preserved
      length slots' == length slots /\
      // The slots before i are left unchanged
      (forall (j:nat{j < i /\ j < length slots}). index slots' j == index slots j) /\
      // The slots after i are set to ListNil
      (forall (j:nat{i <= j /\ j < length slots}). index slots' j == ListNil)))
  (decreases (hash_map_clear_slots_decreases t slots i))
  =
  let i0 = vec_len (list_t t) slots in
  let b = i < i0 in
  if b
  then
    begin match vec_index_mut_back (list_t t) slots i ListNil with
    | Fail -> ()
    | Return v ->
      begin match usize_add i 1 with
      | Fail -> ()
      | Return i1 ->
        hash_map_clear_slots_fwd_back_lem t v i1;
        begin match hash_map_clear_slots_fwd_back t v i1 with
        | Fail -> ()
        | Return slots1 ->
          assert(length slots1 == length slots);
          assert(forall (j:nat{i+1 <= j /\ j < length slots}). index slots1 j == ListNil);
          assert(index slots1 i == ListNil)
        end
      end
    end
  else ()
#pop-options

(*** clear *)
/// [clear] doesn't fail and turns the hash map into an empty map
val hash_map_clear_fwd_back_lem_fun
  (t : Type0) (self : hash_map_t t) :
  Lemma
  (requires (hash_map_t_base_inv self))
  (ensures (
    match hash_map_clear_fwd_back t self with
    | Fail -> False
    | Return hm ->
      // The hash map invariant is satisfied
      hash_map_t_base_inv hm /\
      // We preserved the parameters
      hash_map_same_params hm self /\
      // The hash map has 0 values
      hash_map_t_len_s hm = 0 /\
      // It contains no bindings
      (forall k. hash_map_t_find_s hm k == None)))

// Being lazy: fuel 1 helps a lot...
#push-options "--fuel 1"
let hash_map_clear_fwd_back_lem_fun t self =
  let p = self.hash_map_max_load_factor in
  let i = self.hash_map_max_load in
  let v = self.hash_map_slots in
  hash_map_clear_slots_fwd_back_lem t v 0;
  begin match hash_map_clear_slots_fwd_back t v 0 with
  | Fail -> ()
  | Return slots1 ->
    slots_t_al_v_all_nil_is_empty_lem slots1;
    let hm1 = Mkhash_map_t 0 p i slots1 in
    assert(hash_map_t_base_inv hm1);
    assert(hash_map_t_inv hm1);
    assert(hash_map_t_is_al hm1 [])
  end
#pop-options

(*** len *)

/// [len]: we link it to a non-failing function.
/// Rk.: we might want to make an analysis to not use an error monad to translate
/// functions which statically can't fail.
val hash_map_len_fwd_lem (t : Type0) (self : hash_map_t t) :
  Lemma (
    match hash_map_len_fwd t self with
    | Fail -> False
    | Return l -> l = hash_map_t_len_s self)

let hash_map_len_fwd_lem t self = ()


(*** insert_in_list *)

(**** insert_in_list'fwd *)

/// [insert_in_list_fwd]: returns true iff the key is not in the list (functional version)
val hash_map_insert_in_list_fwd_lem
  (t : Type0) (key : usize) (value : t) (ls : list_t t) :
  Lemma
  (ensures (
    match hash_map_insert_in_list_fwd t key value ls with
    | Fail -> False
    | Return b ->
      b <==> (slot_t_find_s key ls == None)))
  (decreases (hash_map_insert_in_list_decreases t key value ls))

#push-options "--fuel 1"
let rec hash_map_insert_in_list_fwd_lem t key value ls =
  begin match ls with
  | ListCons ckey cvalue ls0 ->
    let b = ckey = key in
    if b
    then ()
    else
      begin
      hash_map_insert_in_list_fwd_lem t key value ls0;
      match hash_map_insert_in_list_fwd t key value ls0 with
      | Fail -> ()
      | Return b0 -> ()
      end
  | ListNil ->
    assert(list_t_v ls == []);
    assert_norm(find (same_key #t key) [] == None)
  end
#pop-options

(**** insert_in_list'back *)

/// The proofs about [insert_in_list] backward are easier to do in several steps:
/// extrinsic proofs to the rescue!
/// We first prove that [insert_in_list] refines the function we wrote above, then
/// use this function to prove the invariants, etc.

/// We write a helper which "captures" what [insert_in_list] does.
/// We then reason about this helper to prove the high-level properties we want
/// (functional properties, preservation of invariants, etc.).
let hash_map_insert_in_list_s
  (#t : Type0) (key : usize) (value : t) (ls : list (binding t)) :
  list (binding t) =
  // Check if there is already a binding for the key
  match find (same_key key) ls with
  | None ->
    // No binding: append the binding to the end
    ls @ [(key,value)]
  | Some _ ->
    // There is already a binding: update it
    find_update (same_key key) ls (key,value)

/// [insert_in_list]: if the key is not in the map, appends a new bindings (functional version)
val hash_map_insert_in_list_back_lem_append_s
  (t : Type0) (key : usize) (value : t) (ls : list_t t) :
  Lemma
  (requires (
    slot_t_find_s key ls == None))
  (ensures (
    match hash_map_insert_in_list_back t key value ls with
    | Fail -> False
    | Return ls' ->
      list_t_v ls' == list_t_v ls @ [(key,value)]))
  (decreases (hash_map_insert_in_list_decreases t key value ls))

#push-options "--fuel 1"
let rec hash_map_insert_in_list_back_lem_append_s t key value ls =
  begin match ls with
  | ListCons ckey cvalue ls0 ->
    let b = ckey = key in
    if b
    then ()
    else
      begin
      hash_map_insert_in_list_back_lem_append_s t key value ls0;
      match hash_map_insert_in_list_back t key value ls0 with
      | Fail -> ()
      | Return l -> ()
      end
  | ListNil -> ()
  end
#pop-options

/// [insert_in_list]: if the key is in the map, we update the binding (functional version)
val hash_map_insert_in_list_back_lem_update_s
  (t : Type0) (key : usize) (value : t) (ls : list_t t) :
  Lemma
  (requires (
    Some? (find (same_key key) (list_t_v ls))))
  (ensures (
    match hash_map_insert_in_list_back t key value ls with
    | Fail -> False
    | Return ls' ->
      list_t_v ls' == find_update (same_key key) (list_t_v ls) (key,value)))
  (decreases (hash_map_insert_in_list_decreases t key value ls))

#push-options "--fuel 1"
let rec hash_map_insert_in_list_back_lem_update_s t key value ls =
  begin match ls with
  | ListCons ckey cvalue ls0 ->
    let b = ckey = key in
    if b
    then ()
    else
      begin
      hash_map_insert_in_list_back_lem_update_s t key value ls0;
      match hash_map_insert_in_list_back t key value ls0 with
      | Fail -> ()
      | Return l -> ()
      end
  | ListNil -> ()
  end
#pop-options

/// Put everything together
val hash_map_insert_in_list_back_lem_s
  (t : Type0) (key : usize) (value : t) (ls : list_t t) :
  Lemma
  (ensures (
    match hash_map_insert_in_list_back t key value ls with
    | Fail -> False
    | Return ls' ->
      list_t_v ls' == hash_map_insert_in_list_s key value (list_t_v ls)))

let hash_map_insert_in_list_back_lem_s t key value ls =
  match find (same_key key) (list_t_v ls) with
  | None -> hash_map_insert_in_list_back_lem_append_s t key value ls
  | Some _ -> hash_map_insert_in_list_back_lem_update_s t key value ls

(**** Invariants of insert_in_list_s *)

/// Auxiliary lemmas
/// We work on [hash_map_insert_in_list_s], the "high-level" version of [insert_in_list'back].
///
/// Note that in F* we can't have recursive proofs inside of other proofs, contrary
/// to Coq, which makes it a bit cumbersome to prove auxiliary results like the
/// following ones...

(** Auxiliary lemmas: append case *)

val slot_t_v_for_all_binding_neq_append_lem
  (t : Type0) (key : usize) (value : t) (ls : list (binding t)) (b : binding t) :
  Lemma
  (requires (
    fst b <> key /\
    for_all (binding_neq b) ls /\
    slot_find key ls == None))
  (ensures (
    for_all (binding_neq b) (ls @ [(key,value)])))

#push-options "--fuel 1"
let rec slot_t_v_for_all_binding_neq_append_lem t key value ls b =
  match ls with
  | [] -> ()
  | (ck, cv) :: cls ->
    slot_t_v_for_all_binding_neq_append_lem t key value cls b
#pop-options

val slot_s_inv_not_find_append_end_inv_lem
  (t : Type0) (len : usize{len > 0}) (key : usize) (value : t) (ls : list (binding t)) :
  Lemma
  (requires (
    slot_s_inv len (hash_mod_key key len) ls /\
    slot_find key ls == None))
  (ensures (
    let ls' = ls @ [(key,value)] in
    slot_s_inv len (hash_mod_key key len) ls' /\
    (slot_find key ls' == Some value) /\
    (forall k'. k' <> key ==> slot_find k' ls' == slot_find k' ls)))

#push-options "--fuel 1"
let rec slot_s_inv_not_find_append_end_inv_lem t len key value ls =
  match ls with
  | [] -> ()
  | (ck, cv) :: cls ->
    slot_s_inv_not_find_append_end_inv_lem t len key value cls;
    let h = hash_mod_key key len in
    let ls' = ls @ [(key,value)] in
    assert(for_all (same_hash_mod_key len h) ls');
    slot_t_v_for_all_binding_neq_append_lem t key value cls (ck, cv);
    assert(pairwise_rel binding_neq ls');
    assert(slot_s_inv len h ls')
#pop-options

/// [insert_in_list]: if the key is not in the map, appends a new bindings
val hash_map_insert_in_list_s_lem_append
  (t : Type0) (len : usize{len > 0}) (key : usize) (value : t) (ls : list (binding t)) :
  Lemma
  (requires (
    slot_s_inv len (hash_mod_key key len) ls /\
    slot_find key ls == None))
  (ensures (
    let ls' = hash_map_insert_in_list_s key value ls in
    ls' == ls @ [(key,value)] /\
    // The invariant is preserved
    slot_s_inv len (hash_mod_key key len) ls' /\
    // [key] maps to [value]
    slot_find key ls' == Some value /\
    // The other bindings are preserved
    (forall k'. k' <> key ==> slot_find k' ls' == slot_find k' ls)))

let hash_map_insert_in_list_s_lem_append t len key value ls =
  slot_s_inv_not_find_append_end_inv_lem t len key value ls

/// [insert_in_list]: if the key is not in the map, appends a new bindings (quantifiers)
/// Rk.: we don't use this lemma.
/// TODO: remove?
val hash_map_insert_in_list_back_lem_append
  (t : Type0) (len : usize{len > 0}) (key : usize) (value : t) (ls : list_t t) :
  Lemma
  (requires (
    slot_t_inv len (hash_mod_key key len) ls /\
    slot_t_find_s key ls == None))
  (ensures (
    match hash_map_insert_in_list_back t key value ls with
    | Fail -> False
    | Return ls' ->
      list_t_v ls' == list_t_v ls @ [(key,value)] /\
      // The invariant is preserved
      slot_t_inv len (hash_mod_key key len) ls' /\
      // [key] maps to [value]
      slot_t_find_s key ls' == Some value /\
      // The other bindings are preserved
      (forall k'. k' <> key ==> slot_t_find_s k' ls' == slot_t_find_s k' ls)))

let hash_map_insert_in_list_back_lem_append t len key value ls =
  hash_map_insert_in_list_back_lem_s t key value ls;
  hash_map_insert_in_list_s_lem_append t len key value (list_t_v ls)

(** Auxiliary lemmas: update case *)

val slot_find_update_for_all_binding_neq_append_lem
  (t : Type0) (key : usize) (value : t) (ls : list (binding t)) (b : binding t) :
  Lemma
  (requires (
    fst b <> key /\
    for_all (binding_neq b) ls))
  (ensures (
    let ls' = find_update (same_key key) ls (key, value) in
    for_all (binding_neq b) ls'))

#push-options "--fuel 1"
let rec slot_find_update_for_all_binding_neq_append_lem t key value ls b =
  match ls with
  | [] -> ()
  | (ck, cv) :: cls ->
    slot_find_update_for_all_binding_neq_append_lem t key value cls b
#pop-options

/// Annoying auxiliary lemma we have to prove because there is no way to reason
/// properly about closures.
/// I'm really enjoying my time.
val for_all_binding_neq_value_indep
  (#t : Type0) (key : key) (v0 v1 : t) (ls : list (binding t)) :
  Lemma (for_all (binding_neq (key,v0)) ls = for_all (binding_neq (key,v1)) ls)

#push-options "--fuel 1"
let rec for_all_binding_neq_value_indep #t key v0 v1 ls =
  match ls with
  | [] -> ()
  | _ :: ls' -> for_all_binding_neq_value_indep #t key v0 v1 ls'
#pop-options

val slot_s_inv_find_append_end_inv_lem
  (t : Type0) (len : usize{len > 0}) (key : usize) (value : t) (ls : list (binding t)) :
  Lemma
  (requires (
    slot_s_inv len (hash_mod_key key len) ls /\
    Some? (slot_find key ls)))
  (ensures (
    let ls' = find_update (same_key key) ls (key, value) in
    slot_s_inv len (hash_mod_key key len) ls' /\
    (slot_find key ls' == Some value) /\
    (forall k'. k' <> key ==> slot_find k' ls' == slot_find k' ls)))

#push-options "--z3rlimit 50 --fuel 1"
let rec slot_s_inv_find_append_end_inv_lem t len key value ls =
  match ls with
  | [] -> ()
  | (ck, cv) :: cls ->
    let h = hash_mod_key key len in
    let ls' = find_update (same_key key) ls (key, value) in
    if ck = key then
      begin
      assert(ls' == (ck,value) :: cls);
      assert(for_all (same_hash_mod_key len h) ls');
      // For pairwise_rel: binding_neq (ck, value) is actually independent
      // of `value`. Slightly annoying to prove in F*...
      assert(for_all (binding_neq (ck,cv)) cls);
      for_all_binding_neq_value_indep key cv value cls;
      assert(for_all (binding_neq (ck,value)) cls);
      assert(pairwise_rel binding_neq ls');
      assert(slot_s_inv len (hash_mod_key key len) ls')
      end
    else
      begin
      slot_s_inv_find_append_end_inv_lem t len key value cls;
      assert(for_all (same_hash_mod_key len h) ls');
      slot_find_update_for_all_binding_neq_append_lem t key value cls (ck, cv);
      assert(pairwise_rel binding_neq ls');
      assert(slot_s_inv len h ls')
      end
#pop-options

/// [insert_in_list]: if the key is in the map, update the bindings
val hash_map_insert_in_list_s_lem_update
  (t : Type0) (len : usize{len > 0}) (key : usize) (value : t) (ls : list (binding t)) :
  Lemma
  (requires (
    slot_s_inv len (hash_mod_key key len) ls /\
    Some? (slot_find key ls)))
  (ensures (
    let ls' = hash_map_insert_in_list_s key value ls in
    ls' == find_update (same_key key) ls (key,value) /\
    // The invariant is preserved
    slot_s_inv len (hash_mod_key key len) ls' /\
    // [key] maps to [value]
    slot_find key ls' == Some value /\
    // The other bindings are preserved
    (forall k'. k' <> key ==> slot_find k' ls' == slot_find k' ls)))

let hash_map_insert_in_list_s_lem_update t len key value ls =
  slot_s_inv_find_append_end_inv_lem t len key value ls


/// [insert_in_list]: if the key is in the map, update the bindings
/// TODO: not used: remove?
val hash_map_insert_in_list_back_lem_update
  (t : Type0) (len : usize{len > 0}) (key : usize) (value : t) (ls : list_t t) :
  Lemma
  (requires (
    slot_t_inv len (hash_mod_key key len) ls /\
    Some? (slot_t_find_s key ls)))
  (ensures (
    match hash_map_insert_in_list_back t key value ls with
    | Fail -> False
    | Return ls' ->
      let als = list_t_v ls in
      list_t_v ls' == find_update (same_key key) als (key,value) /\
      // The invariant is preserved
      slot_t_inv len (hash_mod_key key len) ls' /\
      // [key] maps to [value]
      slot_t_find_s key ls' == Some value /\
      // The other bindings are preserved
      (forall k'. k' <> key ==> slot_t_find_s k' ls' == slot_t_find_s k' ls)))

let hash_map_insert_in_list_back_lem_update t len key value ls =
  hash_map_insert_in_list_back_lem_s t key value ls;
  hash_map_insert_in_list_s_lem_update t len key value (list_t_v ls)

(** Final lemmas about [insert_in_list] *)

/// High-level version
val hash_map_insert_in_list_s_lem
  (t : Type0) (len : usize{len > 0}) (key : usize) (value : t) (ls : list (binding t)) :
  Lemma
  (requires (
    slot_s_inv len (hash_mod_key key len) ls))
  (ensures (
    let ls' = hash_map_insert_in_list_s key value ls in
    // The invariant is preserved
    slot_s_inv len (hash_mod_key key len) ls' /\
    // [key] maps to [value]
    slot_find key ls' == Some value /\
    // The other bindings are preserved
    (forall k'. k' <> key ==> slot_find k' ls' == slot_find k' ls) /\
    // The length is incremented, iff we inserted a new key
    (match slot_find key ls with
     | None -> length ls' = length ls + 1
     | Some _ -> length ls' = length ls)))

let hash_map_insert_in_list_s_lem t len key value ls =
  match slot_find key ls with
  | None ->
    assert_norm(length [(key,value)] = 1);
    hash_map_insert_in_list_s_lem_append t len key value ls
  | Some _ ->
    hash_map_insert_in_list_s_lem_update t len key value ls

/// [insert_in_list]
/// TODO: not used: remove?
val hash_map_insert_in_list_back_lem
  (t : Type0) (len : usize{len > 0}) (key : usize) (value : t) (ls : list_t t) :
  Lemma
  (requires (slot_t_inv len (hash_mod_key key len) ls))
  (ensures (
    match hash_map_insert_in_list_back t key value ls with
    | Fail -> False
    | Return ls' ->
      // The invariant is preserved
      slot_t_inv len (hash_mod_key key len) ls' /\
      // [key] maps to [value]
      slot_t_find_s key ls' == Some value /\
      // The other bindings are preserved
      (forall k'. k' <> key ==> slot_t_find_s k' ls' == slot_t_find_s k' ls) /\
      // The length is incremented, iff we inserted a new key
      (match slot_t_find_s key ls with
       | None ->
         list_t_v ls' == list_t_v ls @ [(key,value)] /\
         list_t_len ls' = list_t_len ls + 1
       | Some _ ->
         list_t_v ls' == find_update (same_key key) (list_t_v ls) (key,value) /\
         list_t_len ls' = list_t_len ls)))
  (decreases (hash_map_insert_in_list_decreases t key value ls))

let hash_map_insert_in_list_back_lem t len key value ls =
  hash_map_insert_in_list_back_lem_s t key value ls;
  hash_map_insert_in_list_s_lem t len key value (list_t_v ls)

(*** insert_no_resize *)

(**** Refinement proof *)
/// Same strategy as for [insert_in_list]: we introduce a high-level version of
/// the function, and reason about it.
/// We work on [hash_map_slots_s] (we use a higher-level view of the hash-map, but
/// not too high).

/// A high-level version of insert, which doesn't check if the table is saturated
let hash_map_insert_no_fail_s
  (#t : Type0) (hm : hash_map_slots_s_nes t)
  (key : usize) (value : t) :
  hash_map_slots_s t =
  let len = length hm in
  let i = hash_mod_key key len in
  let slot = index hm i in
  let slot' = hash_map_insert_in_list_s key value slot in
  let hm' = list_update hm i slot' in
  hm'

// TODO: at some point I used hash_map_slots_s_nes and it broke proofs...x
let hash_map_insert_no_resize_s
  (#t : Type0) (hm : hash_map_slots_s_nes t)
  (key : usize) (value : t) :
  result (hash_map_slots_s t) =
  // Check if the table is saturated (too many entries, and we need to insert one)
  let num_entries = length (flatten hm) in
  if None? (hash_map_slots_s_find hm key) && num_entries = usize_max then Fail
  else Return (hash_map_insert_no_fail_s hm key value)

/// Prove that [hash_map_insert_no_resize_s] is a refinement of
/// [hash_map_insert_no_resize'fwd_back]
val hash_map_insert_no_resize_fwd_back_lem_s
  (t : Type0) (self : hash_map_t t) (key : usize) (value : t) :
  Lemma
  (requires (
    hash_map_t_base_inv self /\
    hash_map_slots_s_len (hash_map_t_slots_v self) = hash_map_t_len_s self))
  (ensures (
    begin
    match hash_map_insert_no_resize_fwd_back t self key value,
          hash_map_insert_no_resize_s (hash_map_t_slots_v self) key value
    with
    | Fail, Fail -> True
    | Return hm, Return hm_v ->
      hash_map_t_base_inv hm /\
      hash_map_same_params hm self /\
      hash_map_t_slots_v hm == hm_v /\
      hash_map_slots_s_len hm_v == hash_map_t_len_s hm
    | _ -> False
    end))

let hash_map_insert_no_resize_fwd_back_lem_s t self key value =
  begin match hash_key_fwd key with
  | Fail -> ()
  | Return i ->
    let i0 = self.hash_map_num_entries in
    let p = self.hash_map_max_load_factor in
    let i1 = self.hash_map_max_load in
    let v = self.hash_map_slots in
    let i2 = vec_len (list_t t) v in
    let len = length v in
    begin match usize_rem i i2 with
    | Fail -> ()
    | Return hash_mod ->
      begin match vec_index_mut_fwd (list_t t) v hash_mod with
      | Fail -> ()
      | Return l ->
        begin
        // Checking that: list_t_v (index ...) == index (hash_map_t_slots_v ...) ...
        assert(list_t_v l == index (hash_map_t_slots_v self) hash_mod);
        hash_map_insert_in_list_fwd_lem t key value l;
        match hash_map_insert_in_list_fwd t key value l with
        | Fail -> ()
        | Return b ->
          assert(b = None? (slot_find key (list_t_v l)));
          hash_map_insert_in_list_back_lem t len key value l;
          if b
          then
            begin match usize_add i0 1 with
            | Fail -> ()
            | Return i3 ->
              begin
              match hash_map_insert_in_list_back t key value l with
              | Fail -> ()
              | Return l0 ->
                begin match vec_index_mut_back (list_t t) v hash_mod l0 with
                | Fail -> ()
                | Return v0 ->
                  let self_v = hash_map_t_slots_v self in
                  let hm = Mkhash_map_t i3 p i1 v0 in
                  let hm_v = hash_map_t_slots_v hm in
                  assert(hm_v == list_update self_v hash_mod (list_t_v l0));
                  assert_norm(length [(key,value)] = 1);
                  assert(length (list_t_v l0) = length (list_t_v l) + 1);
                  length_flatten_update self_v hash_mod (list_t_v l0);
                  assert(hash_map_slots_s_len hm_v = hash_map_t_len_s hm)
                end
              end
            end
          else
            begin
            match hash_map_insert_in_list_back t key value l with
            | Fail -> ()
            | Return l0 ->
              begin match vec_index_mut_back (list_t t) v hash_mod l0 with
              | Fail -> ()
              | Return v0 ->
                let self_v = hash_map_t_slots_v self in
                let hm = Mkhash_map_t i0 p i1 v0 in
                let hm_v = hash_map_t_slots_v hm in
                assert(hm_v == list_update self_v hash_mod (list_t_v l0));
                assert(length (list_t_v l0) = length (list_t_v l));
                length_flatten_update self_v hash_mod (list_t_v l0);
                assert(hash_map_slots_s_len hm_v = hash_map_t_len_s hm)
              end
            end
        end
      end
    end
  end

(**** insert_{no_fail,no_resize}: invariants *)

let insert_post (#t : Type0) (hm : hash_map_slots_s_nes t)
  (key : usize) (value : t) (hm' : hash_map_slots_s_nes t) : Type0 =
  // The invariant is preserved
  hash_map_slots_s_inv hm' /\
  // [key] maps to [value]
  hash_map_slots_s_find hm' key == Some value /\
  // The other bindings are preserved
  (forall k'. k' <> key ==> hash_map_slots_s_find hm' k' == hash_map_slots_s_find hm k') /\
  // The length is incremented, iff we inserted a new key
  (match hash_map_slots_s_find hm key with
   | None -> hash_map_slots_s_len hm' = hash_map_slots_s_len hm + 1
   | Some _ -> hash_map_slots_s_len hm' = hash_map_slots_s_len hm)

val hash_map_insert_no_fail_s_lem
  (#t : Type0) (hm : hash_map_slots_s_nes t)
  (key : usize) (value : t) :
  Lemma
  (requires (hash_map_slots_s_inv hm))
  (ensures (
    let hm' = hash_map_insert_no_fail_s hm key value in
    insert_post hm key value hm'))

let hash_map_insert_no_fail_s_lem #t hm key value =
  let len = length hm in
  let i = hash_mod_key key len in
  let slot = index hm i in
  hash_map_insert_in_list_s_lem t len key value slot;
  let slot' = hash_map_insert_in_list_s key value slot in
  length_flatten_update hm i slot'

val hash_map_insert_no_resize_s_lem
  (#t : Type0) (hm : hash_map_slots_s_nes t)
  (key : usize) (value : t) :
  Lemma
  (requires (hash_map_slots_s_inv hm))
  (ensures (
    match hash_map_insert_no_resize_s hm key value with
    | Fail ->
      // Can fail only if we need to create a new binding in
      // an already saturated map
      hash_map_slots_s_len hm = usize_max /\
      None? (hash_map_slots_s_find hm key)
    | Return hm' ->
      insert_post hm key value hm'))

let hash_map_insert_no_resize_s_lem #t hm key value =
  let num_entries = length (flatten hm) in
  if None? (hash_map_slots_s_find hm key) && num_entries = usize_max then ()
  else hash_map_insert_no_fail_s_lem hm key value


(**** find after insert *)
/// Lemmas about what happens if we call [find] after an insertion

val hash_map_insert_no_resize_s_get_same_lem
  (#t : Type0) (hm : hash_map_slots_s t)
  (key : usize) (value : t) :
  Lemma (requires (hash_map_slots_s_inv hm))
  (ensures (
    match hash_map_insert_no_resize_s hm key value with
    | Fail -> True
    | Return hm' ->
      hash_map_slots_s_find hm' key == Some value))

let hash_map_insert_no_resize_s_get_same_lem #t hm key value =
  let num_entries = length (flatten hm) in
  if None? (hash_map_slots_s_find hm key) && num_entries = usize_max then ()
  else
    begin
    let hm' = Return?.v (hash_map_insert_no_resize_s hm key value) in
    let len = length hm in
    let i = hash_mod_key key len in
    let slot = index hm i in
    hash_map_insert_in_list_s_lem t len key value slot
   end

val hash_map_insert_no_resize_s_get_diff_lem
  (#t : Type0) (hm : hash_map_slots_s t)
  (key : usize) (value : t) (key' : usize{key' <> key}) :
  Lemma (requires (hash_map_slots_s_inv hm))
  (ensures (
    match hash_map_insert_no_resize_s hm key value with
    | Fail -> True
    | Return hm' ->
      hash_map_slots_s_find hm' key' == hash_map_slots_s_find hm key'))

let hash_map_insert_no_resize_s_get_diff_lem #t hm key value key' =
  let num_entries = length (flatten hm) in
  if None? (hash_map_slots_s_find hm key) && num_entries = usize_max then ()
  else
    begin
    let hm' = Return?.v (hash_map_insert_no_resize_s hm key value) in
    let len = length hm in
    let i = hash_mod_key key len in
    let slot = index hm i in
    hash_map_insert_in_list_s_lem t len key value slot;
    let i' = hash_mod_key key' len in
    if i <> i' then ()
    else
      begin
      ()
      end
   end


(*** move_elements_from_list *)

/// Having a great time here: if we use `result (hash_map_slots_s_res t)` as the
/// return type for [hash_map_move_elements_from_list_s] instead of having this
/// awkward match, the proof of [hash_map_move_elements_fwd_back_lem_refin] fails.
/// I guess it comes from F*'s poor subtyping.
/// Followingly, I'm not taking any change and using [result_hash_map_slots_s]
/// everywhere.
type result_hash_map_slots_s_nes (t : Type0) : Type0 =
  res:result (hash_map_slots_s t) {
    match res with
    | Fail -> True
    | Return hm -> is_pos_usize (length hm)
  }

let rec hash_map_move_elements_from_list_s
  (#t : Type0) (hm : hash_map_slots_s_nes t)
  (ls : slot_s t) :
  // Do *NOT* use `result (hash_map_slots_s t)`
  Tot (result_hash_map_slots_s_nes t)
  (decreases ls) =
  match ls with
  | [] -> Return hm
  | (key, value) :: ls' ->
    match hash_map_insert_no_resize_s hm key value with
    | Fail -> Fail
    | Return hm' ->
      hash_map_move_elements_from_list_s hm' ls'

/// Refinement lemma
val hash_map_move_elements_from_list_fwd_back_lem
  (t : Type0) (ntable : hash_map_t_nes t) (ls : list_t t) :
  Lemma (requires (hash_map_t_base_inv ntable))
  (ensures (
    match hash_map_move_elements_from_list_fwd_back t ntable ls,
          hash_map_move_elements_from_list_s (hash_map_t_slots_v ntable) (slot_t_v ls)
    with
    | Fail, Fail -> True
    | Return hm', Return hm_v ->
      hash_map_t_base_inv hm' /\
      hash_map_t_slots_v hm' == hm_v /\
      hash_map_same_params hm' ntable
    | _ -> False))
  (decreases (hash_map_move_elements_from_list_decreases t ntable ls))

#push-options "--fuel 1"
let rec hash_map_move_elements_from_list_fwd_back_lem t ntable ls =
  begin match ls with
  | ListCons k v tl ->
    assert(list_t_v ls == (k, v) :: list_t_v tl);
    let ls_v = list_t_v ls in
    let (_,_) :: tl_v = ls_v in
    hash_map_insert_no_resize_fwd_back_lem_s t ntable k v;
    begin match hash_map_insert_no_resize_fwd_back t ntable k v with
    | Fail -> ()
    | Return h ->
      let h_v = Return?.v (hash_map_insert_no_resize_s (hash_map_t_slots_v ntable) k v) in
      assert(hash_map_t_slots_v h == h_v);
      hash_map_move_elements_from_list_fwd_back_lem t h tl;
      begin match hash_map_move_elements_from_list_fwd_back t h tl with
      | Fail -> ()
      | Return h0 -> ()
      end
    end
  | ListNil -> ()
  end
#pop-options

(*** move_elements *)

(**** move_elements: refinement 0 *)
/// The proof for [hash_map_move_elements_fwd_back_lem_refin] broke so many times
/// (while it is supposed to be super simple!) that we decided to add one refinement
/// level, to really do things step by step...
/// Doing this refinement layer made me notice that maybe the problem came from
/// the fact that at some point we have to prove `list_t_v ListNil == []`: I
/// added the corresponding assert to help Z3 and everything became stable.
/// I finally didn't use this "simple" refinement lemma, but I still keep it here
/// because it allows for easy comparisons with [hash_map_move_elements_s].

/// [hash_map_move_elements_fwd] refines this function, which is actually almost
/// the same (just a little bit shorter and cleaner, and has a pre).
///
/// The way I wrote the refinement is the following:
/// - I copy-pasted the definition of [hash_map_move_elements_fwd], wrote the
///   signature which links this new definition to [hash_map_move_elements_fwd] and
///   checked that the proof passed
/// - I gradually simplified it, while making sure the proof still passes
#push-options "--fuel 1"
let rec hash_map_move_elements_s_simpl
  (t : Type0) (ntable : hash_map_t t)
  (slots : vec (list_t t))
  (i : usize{i <= length slots /\ length slots <= usize_max}) :
  Pure (result ((hash_map_t t) & (vec (list_t t))))
  (requires (True))
  (ensures (fun res ->
    match res, hash_map_move_elements_fwd_back t ntable slots i with
    | Fail, Fail -> True
    | Return (ntable1, slots1), Return (ntable2, slots2) ->
      ntable1 == ntable2 /\
      slots1 == slots2
    | _ -> False))
  (decreases (hash_map_move_elements_decreases t ntable slots i))
  =
  if i < length slots
  then
    let slot = index slots i in
    begin match hash_map_move_elements_from_list_fwd_back t ntable slot with
    | Fail -> Fail
    | Return hm' ->
      let slots' = list_update slots i ListNil in
      hash_map_move_elements_s_simpl t hm' slots' (i+1)
    end
  else Return (ntable, slots)
#pop-options

(**** move_elements: refinement 1 *)
/// We prove a second refinement lemma: calling [move_elements] refines a function
/// which, for every slot, moves the element out of the slot. This first version is
/// almost exactly the translated function, it just uses `list` instead of `list_t`.

// Note that we ignore the returned slots (we thus don't return a pair:
// only the new hash map in which we moved the elements from the slots):
// this returned value is not used.
let rec hash_map_move_elements_s
  (#t : Type0) (hm : hash_map_slots_s_nes t)
  (slots : slots_s t) (i : usize{i <= length slots /\ length slots <= usize_max}) :
  Tot (result_hash_map_slots_s_nes t)
  (decreases (length slots - i)) =
  let len = length slots in
  if i < len then
    begin
    let slot = index slots i in
    match hash_map_move_elements_from_list_s hm slot with
    | Fail -> Fail
    | Return hm' ->
      let slots' = list_update slots i [] in
      hash_map_move_elements_s hm' slots' (i+1)
    end
  else Return hm

val hash_map_move_elements_fwd_back_lem_refin
  (t : Type0) (ntable : hash_map_t t)
  (slots : vec (list_t t)) (i : usize{i <= length slots}) :
  Lemma
  (requires (
    hash_map_t_base_inv ntable))
  (ensures (
    match hash_map_move_elements_fwd_back t ntable slots i,
          hash_map_move_elements_s (hash_map_t_slots_v ntable) (slots_t_v slots) i
    with
    | Fail, Fail -> True // We will prove later that this is not possible
    | Return (ntable', _), Return ntable'_v ->
      hash_map_t_base_inv ntable' /\
      hash_map_t_slots_v ntable' == ntable'_v /\
      hash_map_same_params ntable' ntable
    | _ -> False))
 (decreases (length slots - i))

// This proof was super unstable for some reasons.
// 
// For instance, using the [hash_map_slots_s_nes] type abbreviation
// in some of the above definitions led to a failure (while it was just a type
// abbreviation: the signatures were the same if we unfolded this type). This
// behaviour led me to the hypothesis that maybe it made F*'s type inference
// end up with a different result, which combined with its poor support for
// subtyping made the proof failed.
//
// However, later, unwrapping a definition led to another failure.
// 
// I thus tried to manually unfold some postconditions because it
// seemed to work for [hash_map_move_elements_fwd_back_lem] but it didn't
// succeed.
//
// I tried to increase the ifuel to 2, 3: it didn't work, and I fell back to
// other methods. Finally out of angriness I swiched the ifuel to 4 for no
// specific reason: everything worked fine.
// 
// I have *no clue* why 4 is the magic number. Also: it fails if I remove
// the unfolded postconditions (meaning I would probably need to increase
// the ifuel to unreasonable amounts).
//
// Finally, as I had succeeded in fixing the proof, I thought that maybe the
// initial problem with the type abbreviations was fixed: I thus tried to use
// them. Of course, it made the proof fail again, and this time no ifuel setting
// seemed to work.
//
// At this point I was just fed up and leave things as they were, without trying
// to cleanup the previous definitions.
//
// Finally, even later it broke, again, at which point I had no choice but to
// introduce an even simpler refinement proof (with [hash_map_move_elements_s_simpl]).
// Doing this allowed me to see that maybe the problem came from the fact that
// Z3 had to prove that `list_t_v ListNil == []` at some point, so I added the
// corresponding assertion and miraculously everything becamse stable... I then
// removed all the postconditions I had manually instanciated and inserted in
// the proof, and which took a lot of place.
// I still have no clue why `ifuel 4` made it work earlier.
//
// The terrible thing is that this refinement proof is conceptually super simple:
// - there are maybe two arithmetic proofs, which are directly solved by the
//   precondition
// - we need to refine the call to [hash_map_move_elements_from_list_fwd_back]:
//   this is proven by another refinement lemma we proved above
// - there is the recursive call (trivial)
#restart-solver
#push-options "--fuel 1"
let rec hash_map_move_elements_fwd_back_lem_refin t ntable slots i =
  assert(hash_map_t_base_inv ntable);
  let i0 = vec_len (list_t t) slots in
  let b = i < i0 in
  if b
  then
    begin match vec_index_mut_fwd (list_t t) slots i with
    | Fail -> ()
    | Return l ->
      let l0 = mem_replace_fwd (list_t t) l ListNil in
      assert(l0 == l);
      hash_map_move_elements_from_list_fwd_back_lem t ntable l0;
      begin match hash_map_move_elements_from_list_fwd_back t ntable l0 with
      | Fail -> ()
      | Return h ->
        let l1 = mem_replace_back (list_t t) l ListNil in
        assert(l1 == ListNil);
        assert(slot_t_v #t ListNil == []); // THIS IS IMPORTANT
        begin match vec_index_mut_back (list_t t) slots i l1 with
        | Fail -> ()
        | Return v ->
          begin match usize_add i 1 with
          | Fail -> ()
          | Return i1 ->
            hash_map_move_elements_fwd_back_lem_refin t h v i1;
            begin match hash_map_move_elements_fwd_back t h v i1 with
            | Fail ->
              assert(hash_map_move_elements_fwd_back t ntable slots i == Fail);
              ()
            | Return (ntable', v0) -> ()
            end
          end
        end
      end
    end
  else ()
#pop-options


(**** move_elements: refinement 2 *)
/// We prove a second refinement lemma: calling [move_elements] refines a function
/// which which moves every binding of the hash map seen as *one* associative list
/// (and not a list of lists).

/// [ntable] is the hash map to which we move the elements
/// [slots] is the current hash map, from which we remove the elements, and seen
///         as a "flat" associative list (and not a list of lists)
/// This is actually exactly [hash_map_move_elements_from_list_s]...
let rec hash_map_move_elements_s_flat
  (#t : Type0) (ntable : hash_map_slots_s_nes t)
  (slots : hash_map_s t) :
  Tot (result_hash_map_slots_s_nes t)
  (decreases slots) =
  match slots with
  | [] -> Return ntable
  | (k,v) :: slots' ->
    match hash_map_insert_no_resize_s ntable k v with
    | Fail -> Fail
    | Return ntable' ->
      hash_map_move_elements_s_flat ntable' slots'

/// The refinment lemmas
/// First, auxiliary helpers.

/// Flatten a list of lists, starting at index i
val flatten_i :
     #a:Type
  -> l:list (list a)
  -> i:nat{i <= length l}
  -> Tot (list a) (decreases (length l - i))

let rec flatten_i l i =
  if i < length l then
    index l i @ flatten_i l (i+1)
  else []

let _ = assert(let l = [1;2] in l == hd l :: tl l)

val flatten_i_incr :
     #a:Type
  -> l:list (list a)
  -> i:nat{Cons? l /\ i+1 <= length l} ->
  Lemma
  (ensures (
    (**) assert_norm(length (hd l :: tl l) == 1 + length (tl l));
    flatten_i l (i+1) == flatten_i (tl l) i))
  (decreases (length l - (i+1)))

#push-options "--fuel 1"
let rec flatten_i_incr l i =
  let x :: tl = l in
  if i + 1 < length l then
    begin
    assert(flatten_i l (i+1) == index l (i+1) @ flatten_i l (i+2));
    flatten_i_incr l (i+1);
    assert(flatten_i l (i+2) == flatten_i tl (i+1));
    assert(index l (i+1) == index tl i)
    end
  else ()
#pop-options

val flatten_0_is_flatten :
     #a:Type
  -> l:list (list a) ->
  Lemma
  (ensures (flatten_i l 0 == flatten l))

#push-options "--fuel 1"
let rec flatten_0_is_flatten #a l =
  match l with
  | [] -> ()
  | x :: l' ->
    flatten_i_incr l 0;
    flatten_0_is_flatten l'
#pop-options

/// Auxiliary lemma
val flatten_nil_prefix_as_flatten_i :
     #a:Type
  -> l:list (list a)
  -> i:nat{i <= length l} ->
  Lemma (requires (forall (j:nat{j < i}). index l j == []))
  (ensures (flatten l == flatten_i l i))

#push-options "--fuel 1"
let rec flatten_nil_prefix_as_flatten_i #a l i =
  if i = 0 then flatten_0_is_flatten l
  else
    begin
    let x :: l' = l in
    assert(index l 0 == []);
    assert(x == []);
    assert(flatten l == flatten l');
    flatten_i_incr l (i-1);
    assert(flatten_i l i == flatten_i l' (i-1));
    assert(forall (j:nat{j < length l'}). index l' j == index l (j+1));
    flatten_nil_prefix_as_flatten_i l' (i-1);
    assert(flatten l' == flatten_i l' (i-1))
    end
#pop-options

/// The proof is trivial, the functions are the same.
/// Just keeping two definitions to allow changes...
val hash_map_move_elements_from_list_s_as_flat_lem
  (#t : Type0) (hm : hash_map_slots_s_nes t)
  (ls : slot_s t) :
  Lemma
  (ensures (
    hash_map_move_elements_from_list_s hm ls ==
    hash_map_move_elements_s_flat hm ls))
  (decreases ls)

#push-options "--fuel 1"
let rec hash_map_move_elements_from_list_s_as_flat_lem #t hm ls =
  match ls with
  | [] -> ()
  | (key, value) :: ls' ->
    match hash_map_insert_no_resize_s hm key value with
    | Fail -> ()
    | Return hm' ->
      hash_map_move_elements_from_list_s_as_flat_lem hm' ls'
#pop-options

/// Composition of two calls to [hash_map_move_elements_s_flat]
let hash_map_move_elements_s_flat_comp
  (#t : Type0) (hm : hash_map_slots_s_nes t) (slot0 slot1 : slot_s t) :
  Tot (result_hash_map_slots_s_nes t) =
  match hash_map_move_elements_s_flat hm slot0 with
  | Fail -> Fail
  | Return hm1 -> hash_map_move_elements_s_flat hm1 slot1

/// High-level desc:
/// move_elements (move_elements hm slot0) slo1 == move_elements hm (slot0 @ slot1)
val hash_map_move_elements_s_flat_append_lem
  (#t : Type0) (hm : hash_map_slots_s_nes t) (slot0 slot1 : slot_s t) :
  Lemma
  (ensures (
    match hash_map_move_elements_s_flat_comp hm slot0 slot1,
          hash_map_move_elements_s_flat hm (slot0 @ slot1)
    with
    | Fail, Fail -> True
    | Return hm1, Return hm2 -> hm1 == hm2
    | _ -> False))
  (decreases (slot0))

#push-options "--fuel 1"
let rec hash_map_move_elements_s_flat_append_lem #t hm slot0 slot1 =
  match slot0 with
  | [] -> ()
  | (k,v) :: slot0' ->
    match hash_map_insert_no_resize_s hm k v with
    | Fail -> ()
    | Return hm' ->
      hash_map_move_elements_s_flat_append_lem hm' slot0' slot1
#pop-options

val flatten_i_same_suffix (#a : Type) (l0 l1 : list (list a)) (i : nat) :
  Lemma
  (requires (
    i <= length l0 /\
    length l0 = length l1 /\
    (forall (j:nat{i <= j /\ j < length l0}). index l0 j == index l1 j)))
  (ensures (flatten_i l0 i == flatten_i l1 i))
  (decreases (length l0 - i))

#push-options "--fuel 1"
let rec flatten_i_same_suffix #a l0 l1 i =
  if i < length l0 then
    flatten_i_same_suffix l0 l1 (i+1)
  else ()
#pop-options

/// Refinement lemma:
/// [hash_map_move_elements_s] refines [hash_map_move_elements_s_flat]
val hash_map_move_elements_s_lem_refin_flat
  (#t : Type0) (hm : hash_map_slots_s_nes t)
  (slots : slots_s t)
  (i : nat{i <= length slots /\ length slots <= usize_max}) :
  Lemma
  (ensures (
    match hash_map_move_elements_s hm slots i,
          hash_map_move_elements_s_flat hm (flatten_i slots i)
    with
    | Fail, Fail -> True
    | Return hm, Return hm' -> hm == hm'
    | _ -> False))
  (decreases (length slots - i))

#push-options "--fuel 1"
let rec hash_map_move_elements_s_lem_refin_flat #t hm slots i =
  let len = length slots in
  if i < len then
    begin
    let slot = index slots i in
    hash_map_move_elements_from_list_s_as_flat_lem hm slot;
    match hash_map_move_elements_from_list_s hm slot with
    | Fail ->
      assert(flatten_i slots i == slot @ flatten_i slots (i+1));
      hash_map_move_elements_s_flat_append_lem hm slot (flatten_i slots (i+1));
      assert(hash_map_move_elements_s_flat hm (flatten_i slots i) == Fail)
    | Return hm' ->
      let slots' = list_update slots i [] in
      flatten_i_same_suffix slots slots' (i+1);
      hash_map_move_elements_s_lem_refin_flat hm' slots' (i+1);
      hash_map_move_elements_s_flat_append_lem hm slot (flatten_i slots' (i+1));
      ()
    end
  else ()
#pop-options

let assoc_list_inv (#t : Type0) (al : assoc_list t) : Type0 =
  // All the keys are pairwise distinct
  pairwise_rel binding_neq al

let disjoint_hm_al_on_key
  (#t : Type0) (hm : hash_map_slots_s_nes t) (al : assoc_list t) (k : key) : Type0 =
  match hash_map_slots_s_find hm k, assoc_list_find k al with
  | Some _, None
  | None, Some _
  | None, None -> True
  | Some _, Some _ -> False

/// Playing a dangerous game here: using forall quantifiers
let disjoint_hm_al (#t : Type0) (hm : hash_map_slots_s_nes t) (al : assoc_list t) : Type0 =
  forall (k:key). disjoint_hm_al_on_key hm al k

let find_in_union_hm_al
  (#t : Type0) (hm : hash_map_slots_s_nes t) (al : assoc_list t) (k : key) :
  option t =
  match hash_map_slots_s_find hm k with
  | Some b -> Some b
  | None -> assoc_list_find k al

/// Auxiliary lemma
val for_all_binding_neq_find_lem (#t : Type0) (k : key) (v : t) (al : assoc_list t) :
  Lemma (requires (for_all (binding_neq (k,v)) al))
  (ensures (assoc_list_find k al == None))

#push-options "--fuel 1"
let rec for_all_binding_neq_find_lem #t k v al =
  match al with
  | [] -> ()
  | b :: al' -> for_all_binding_neq_find_lem k v al'
#pop-options

val hash_map_move_elements_s_flat_lem
  (#t : Type0) (hm : hash_map_slots_s_nes t) (al : assoc_list t) :
  Lemma
  (requires (
    // Invariants
    hash_map_slots_s_inv hm /\
    assoc_list_inv al /\
    // The two are disjoint
    disjoint_hm_al hm al /\
    // We can add all the elements to the hashmap
    hash_map_slots_s_len hm + length al <= usize_max))
  (ensures (
    match hash_map_move_elements_s_flat hm al with
    | Fail -> False // We can't fail
    | Return hm' ->
      // The invariant is preserved
      hash_map_slots_s_inv hm' /\
      // The new hash map is the union of the two maps
      (forall (k:key). hash_map_slots_s_find hm' k == find_in_union_hm_al hm al k) /\
      hash_map_slots_s_len hm' = hash_map_slots_s_len hm + length al))
  (decreases al)

#restart-solver
#push-options "--z3rlimit 200 --fuel 1"
let rec hash_map_move_elements_s_flat_lem #t hm al =
  match al with
  | [] -> ()
  | (k,v) :: al' ->
    hash_map_insert_no_resize_s_lem hm k v;
    match hash_map_insert_no_resize_s hm k v with
    | Fail -> ()
    | Return hm' ->
      assert(hash_map_slots_s_inv hm');
      assert(assoc_list_inv al');
      let disjoint_lem (k' : key) :
        Lemma (disjoint_hm_al_on_key hm' al' k')
        [SMTPat (disjoint_hm_al_on_key hm' al' k')] =
        if k' = k then
          begin
          assert(hash_map_slots_s_find hm' k' == Some v);
          for_all_binding_neq_find_lem k v al';
          assert(assoc_list_find k' al' == None)
          end
        else
          begin
          assert(hash_map_slots_s_find hm' k' == hash_map_slots_s_find hm k');
          assert(assoc_list_find k' al' == assoc_list_find k' al)
          end
      in
      assert(disjoint_hm_al hm' al');
      assert(hash_map_slots_s_len hm' + length al' <= usize_max);
      hash_map_move_elements_s_flat_lem hm' al'
#pop-options

/// We need to prove that the invariants on the "low-level" representations of
/// the hash map imply the invariants on the "high-level" representations.

val slots_t_inv_implies_slots_s_inv
  (#t : Type0) (slots : slots_t t{length slots <= usize_max}) :
  Lemma (requires (slots_t_inv slots))
  (ensures (slots_s_inv (slots_t_v slots)))

let slots_t_inv_implies_slots_s_inv #t slots =
  // Ok, works fine: this lemma was useless.
  // Problem is: I can never really predict for sure with F*...
  ()

val hash_map_t_base_inv_implies_hash_map_slots_s_inv
  (#t : Type0) (hm : hash_map_t t) :
  Lemma (requires (hash_map_t_base_inv hm))
  (ensures (hash_map_slots_s_inv (hash_map_t_slots_v hm)))

let hash_map_t_base_inv_implies_hash_map_slots_s_inv #t hm = () // same as previous

/// Introducing a "partial" version of the hash map invariant, which operates on
/// a suffix of the hash map.
let partial_hash_map_slots_s_inv
  (#t : Type0) (len : usize{len > 0}) (offset : usize)
  (hm : hash_map_slots_s t{offset + length hm <= usize_max}) : Type0 =
  forall(i:nat{i < length hm}). {:pattern index hm i} slot_s_inv len (offset + i) (index hm i)

/// Auxiliary lemma.
/// If a binding comes from a slot i, then its key is different from the keys
/// of the bindings in the other slots (because the hashes of the keys are distinct).
val binding_in_previous_slot_implies_neq
  (#t : Type0) (len : usize{len > 0})
  (i : usize) (b : binding t)
  (offset : usize{i < offset})
  (slots : hash_map_slots_s t{offset + length slots <= usize_max}) :
  Lemma
  (requires (
    // The binding comes from a slot not in [slots]
    hash_mod_key (fst b) len = i /\
    // The slots are the well-formed suffix of a hash map
    partial_hash_map_slots_s_inv len offset slots))
  (ensures (
    for_all (binding_neq b) (flatten slots)))
  (decreases slots)

#push-options "--z3rlimit 100 --fuel 1"
let rec binding_in_previous_slot_implies_neq #t len i b offset slots =
  match slots with
  | [] -> ()
  | s :: slots' ->
    assert(slot_s_inv len offset (index slots 0)); // Triggers patterns
    assert(slot_s_inv len offset s);
    // Proving TARGET. We use quantifiers.
    assert(for_all (same_hash_mod_key len offset) s);
    forall_index_equiv_list_for_all (same_hash_mod_key len offset) s;
    assert(forall (i:nat{i < length s}). same_hash_mod_key len offset (index s i));
    let aux (i:nat{i < length s}) :
      Lemma
      (requires (same_hash_mod_key len offset (index s i)))
      (ensures (binding_neq b (index s i)))
      [SMTPat (index s i)] = ()
    in
    assert(forall (i:nat{i < length s}). binding_neq b (index s i));
    forall_index_equiv_list_for_all (binding_neq b) s;
    assert(for_all (binding_neq b) s); // TARGET
    //
    assert(forall (i:nat{i < length slots'}). index slots' i == index slots (i+1)); // Triggers instantiations
    binding_in_previous_slot_implies_neq len i b (offset+1) slots';
    for_all_append (binding_neq b) s (flatten slots')    
#pop-options

val partial_hash_map_slots_s_inv_implies_assoc_list_lem
  (#t : Type0) (len : usize{len > 0}) (offset : usize)
  (hm : hash_map_slots_s t{offset + length hm <= usize_max}) :
  Lemma
  (requires (
    partial_hash_map_slots_s_inv len offset hm))
  (ensures (assoc_list_inv (flatten hm)))
  (decreases (length hm + length (flatten hm)))

#push-options "--fuel 1"
let rec partial_hash_map_slots_s_inv_implies_assoc_list_lem #t len offset hm =
  match hm with
  | [] -> ()
  | slot :: hm' ->
    assert(flatten hm == slot @ flatten hm');
    assert(forall (i:nat{i < length hm'}). index hm' i == index hm (i+1)); // Triggers instantiations
    match slot with
    | [] ->
      assert(flatten hm == flatten hm');
      assert(partial_hash_map_slots_s_inv len (offset+1) hm'); // Triggers instantiations
      partial_hash_map_slots_s_inv_implies_assoc_list_lem len (offset+1) hm'
    | x :: slot' ->
      assert(flatten (slot' :: hm') == slot' @ flatten hm');
      let hm'' = slot' :: hm' in
      assert(forall (i:nat{0 < i /\ i < length hm''}). index hm'' i == index hm i); // Triggers instantiations
      assert(forall (i:nat{0 < i /\ i < length hm''}). slot_s_inv len (offset + i) (index hm'' i));
      assert(index hm 0 == slot); // Triggers instantiations
      assert(slot_s_inv len offset slot);
      assert(slot_s_inv len offset slot');
      assert(partial_hash_map_slots_s_inv len offset hm'');
      partial_hash_map_slots_s_inv_implies_assoc_list_lem len offset (slot' :: hm');
      // Proving that the key in `x` is different from all the other keys in
      // the flattened map
      assert(for_all (binding_neq x) slot');
      for_all_append (binding_neq x) slot' (flatten hm');
      assert(partial_hash_map_slots_s_inv len (offset+1) hm');
      binding_in_previous_slot_implies_neq #t len offset x (offset+1) hm';
      assert(for_all (binding_neq x) (flatten hm'));
      assert(for_all (binding_neq x) (flatten (slot' :: hm')))
#pop-options

val hash_map_slots_s_inv_implies_assoc_list_lem
  (#t : Type0) (hm : hash_map_slots_s t) :
  Lemma (requires (hash_map_slots_s_inv hm))
  (ensures (assoc_list_inv (flatten hm)))

let hash_map_slots_s_inv_implies_assoc_list_lem #t hm =
  partial_hash_map_slots_s_inv_implies_assoc_list_lem (length hm) 0 hm

val hash_map_t_base_inv_implies_assoc_list_lem
  (#t : Type0) (hm : hash_map_t t):
  Lemma (requires (hash_map_t_base_inv hm))
  (ensures (assoc_list_inv (hash_map_t_v hm)))

let hash_map_t_base_inv_implies_assoc_list_lem #t hm =
  hash_map_slots_s_inv_implies_assoc_list_lem (hash_map_t_slots_v hm)

/// For some reason, we can't write the below [forall] directly in the [ensures]
/// clause of the next lemma: it makes Z3 fails even with a huge rlimit.
/// I have no idea what's going on.
let hash_map_is_assoc_list
  (#t : Type0) (ntable : hash_map_t t{length ntable.hash_map_slots > 0})
  (al : assoc_list t) : Type0 =
  (forall (k:key). hash_map_t_find_s ntable k == assoc_list_find k al)

/// The final lemma about [move_elements]: calling it on an empty hash table moves
/// all the elements to this empty table.
val hash_map_move_elements_fwd_back_lem
  (t : Type0) (ntable : hash_map_t t) (slots : vec (list_t t)) :
  Lemma
  (requires (
    let al = flatten (slots_t_v slots) in
    hash_map_t_base_inv ntable /\
    length al <= usize_max /\
    assoc_list_inv al /\
    // The table is empty
    hash_map_t_len_s ntable = 0 /\
    (forall (k:key). hash_map_t_find_s ntable k  == None)))
  (ensures (
    let al = flatten (slots_t_v slots) in
    match hash_map_move_elements_fwd_back t ntable slots 0,
          hash_map_move_elements_s_flat (hash_map_t_slots_v ntable) al
    with
    | Return (ntable', _), Return ntable'_v ->
      // The invariant is preserved
      hash_map_t_base_inv ntable' /\
      // We preserved the parameters
      hash_map_same_params ntable' ntable /\
      // The table has the same number of slots
      length ntable'.hash_map_slots = length ntable.hash_map_slots /\
      // The count is good
      hash_map_t_len_s ntable' = length al /\
      // The table can be linked to its model (not really necessary anymore)
      hash_map_t_slots_v ntable' == ntable'_v /\
      // The new table contains exactly all the bindings from the slots
      // Rk.: see the comment for [hash_map_is_assoc_list]
      hash_map_is_assoc_list ntable' al
    | _ -> False // We can only succeed
    ))

// Weird, dirty things happen below.
// Manually unfolding some postconditions allowed to make the proof pass,
// and also revealed the reason why some proofs failed with "Unknown assertion
// failed" (resulting in the call to [flatten_0_is_flatten] for instance).
// I think manually unfolding the postconditions allowed to account for the
// lack of ifuel (this kind of proofs is annoying, really).
#restart-solver
#push-options "--z3rlimit 100"
let hash_map_move_elements_fwd_back_lem t ntable slots =
  let ntable_v = hash_map_t_slots_v ntable in
  let slots_v = slots_t_v slots in
  let al = flatten slots_v in
  hash_map_move_elements_fwd_back_lem_refin t ntable slots 0;
  begin
  match hash_map_move_elements_fwd_back t ntable slots 0,
        hash_map_move_elements_s ntable_v slots_v 0
  with
  | Fail, Fail -> ()
  | Return (ntable', _), Return ntable'_v ->
    assert(hash_map_t_base_inv ntable');
    assert(hash_map_t_slots_v ntable' == ntable'_v)
  | _ -> assert(False)
  end;
  hash_map_move_elements_s_lem_refin_flat ntable_v slots_v 0;
  begin
  match hash_map_move_elements_s ntable_v slots_v 0,
        hash_map_move_elements_s_flat ntable_v (flatten_i slots_v 0)
  with
  | Fail, Fail -> ()
  | Return hm, Return hm' -> assert(hm == hm')
  | _ -> assert(False)
  end;
  flatten_0_is_flatten slots_v; // flatten_i slots_v 0 == flatten slots_v
  hash_map_move_elements_s_flat_lem ntable_v al;
  match hash_map_move_elements_fwd_back t ntable slots 0,
        hash_map_move_elements_s_flat ntable_v al
  with
  | Return (ntable', _), Return ntable'_v ->
    assert(hash_map_t_base_inv ntable');
    assert(length ntable'.hash_map_slots = length ntable.hash_map_slots);
    assert(hash_map_t_len_s ntable' = length al);
    assert(hash_map_t_slots_v ntable' == ntable'_v);
    assert(hash_map_is_assoc_list ntable' al)
  | _ -> assert(False)
#pop-options

(*** try_resize *)

/// Refinement.
/// This one is slightly "crude": we just simplify a bit the function.

let hash_map_try_resize_s
  (#t : Type0)
  (hm : hash_map_t t) :
  Pure  (result (hash_map_t t))
  (requires (
    let (divid, divis) = hm.hash_map_max_load_factor in
    divid > 0 /\ divis > 0))
  (ensures (fun _ -> True)) =
  let capacity = length hm.hash_map_slots in
  let (divid, divis) = hm.hash_map_max_load_factor in
  if capacity <= (usize_max / 2) / divid then
    let ncapacity : usize = capacity * 2 in
    begin match hash_map_new_with_capacity_fwd t ncapacity divid divis with
    | Fail -> Fail
    | Return ntable ->
      match hash_map_move_elements_fwd_back t ntable hm.hash_map_slots 0 with
      | Fail -> Fail
      | Return (ntable', _) ->
        let hm =
          { hm with hash_map_slots = ntable'.hash_map_slots;
                    hash_map_max_load = ntable'.hash_map_max_load }
        in
        Return hm
    end
  else Return hm

// I had made a mistake when writing the above definition: I had used `ntable`
// instead of `ntable'` in the last assignments. Of course, Z3 failed to prove
// the equality `hm1 == hm2`, and as I couldn't spot immediately the mistake,
// I had to resort to the good old "test every field" trick, by replacing
// `hm1 == hm2` with:
//   ```
//    hm1.hash_map_num_entries == hm2.hash_map_num_entries /\
//    hm1.hash_map_max_load_factor == hm2.hash_map_max_load_factor /\
//    hm1.hash_map_max_load == hm2.hash_map_max_load /\
//    hm1.hash_map_slots == hm2.hash_map_slots
//    ```
// Once again, if I had had access to a context, I would have seen the error
// immediately.
val hash_map_try_resize_fwd_back_lem_refin
  (t : Type0) (self : hash_map_t t) :
  Lemma
  (requires (
    let (divid, divis) = self.hash_map_max_load_factor in
    divid > 0 /\ divis > 0))
  (ensures (
    match hash_map_try_resize_fwd_back t self,
          hash_map_try_resize_s self
    with
    | Fail, Fail -> True
    | Return hm1, Return hm2 -> hm1 == hm2
    | _ -> False))

let hash_map_try_resize_fwd_back_lem_refin t self = ()

/// Isolating arithmetic proofs

let gt_lem0 (n m q : nat) :
  Lemma (requires (m > 0 /\ n > q))
  (ensures (n * m > q * m)) = ()

let ge_lem0 (n m q : nat) :
  Lemma (requires (m > 0 /\ n >= q))
  (ensures (n * m >= q * m)) = ()

let gt_ge_trans (n m p : nat) :
  Lemma (requires (n > m /\ m >= p)) (ensures (n > p)) = ()

let ge_trans (n m p : nat) :
  Lemma (requires (n >= m /\ m >= p)) (ensures (n >= p)) = ()

#push-options "--z3rlimit 200"
let gt_lem1 (n m q : nat) :
  Lemma (requires (m > 0 /\ n > q / m))
  (ensures (n * m > q)) =
  assert(n >= q / m + 1);
  ge_lem0 n m (q / m + 1);
  assert(n * m >= (q / m) * m + m)
#pop-options

let gt_lem2 (n m p q : nat) :
  Lemma (requires (m > 0 /\ p > 0 /\ n > (q / m) / p))
  (ensures (
    n * m * p > q)) =
  gt_lem1 n p (q / m);
  assert(n * p > q / m);
  gt_lem1 (n * p) m q

let ge_lem1 (n m q : nat) :
  Lemma (requires (n >= m /\ q > 0))
  (ensures (n / q >= m / q)) =
  FStar.Math.Lemmas.lemma_div_le m n q

#push-options "--z3rlimit 200"
let times_divid_lem (n m p : pos) :
  Lemma ((n * m) / p >= n * (m / p)) =
  FStar.Math.Lemmas.multiply_fractions m p;
  assert(m >= (m / p) * p);
  assert(n * m >= n * (m / p) * p); //
  ge_lem1 (n * m) (n * (m / p) * p) p;
  assert((n * m) / p >= (n * (m / p) * p) / p);
  assert(n * (m / p) * p = (n * (m / p)) * p);
  FStar.Math.Lemmas.cancel_mul_div (n * (m / p)) p;
  assert(((n * (m / p)) * p) / p = n * (m / p))
#pop-options

#push-options "--z3rlimit 100"
let new_max_load_lem
  (len : usize) (capacity : usize{capacity > 0})
  (divid : usize{divid > 0}) (divis : usize{divis > 0}) :
  Lemma
  (requires (
    let max_load = (capacity * divid) / divis in
    let ncapacity = 2 * capacity in
    let nmax_load = (ncapacity * divid) / divis in
    capacity > 0 /\ 0 < divid /\ divid < divis /\
    capacity * divid >= divis /\ // TODO: add to invariant
    len = max_load + 1))
  (ensures (
    let max_load = (capacity * divid) / divis in
    let ncapacity = 2 * capacity in
    let nmax_load = (ncapacity * divid) / divis in
    len <= nmax_load)) =
  let max_load = (capacity * divid) / divis in
  let ncapacity = 2 * capacity in
  let nmax_load = (ncapacity * divid) / divis in
  assert(nmax_load = (2 * capacity * divid) / divis);
  times_divid_lem 2 (capacity * divid) divis;
  assert(nmax_load >= 2 * ((capacity * divid) / divis));
  assert(nmax_load >= 2 * max_load)
#pop-options

val hash_map_is_assoc_list_lem (#t : Type0) (hm : hash_map_t t) :
  Lemma (requires (hash_map_t_base_inv hm))
  (ensures (hash_map_is_assoc_list hm (hash_map_t_v hm)))

let hash_map_is_assoc_list_lem #t hm = admit()

val hash_map_try_resize_s_lem (#t : Type0) (hm : hash_map_t t) :
  Lemma
  (requires (
    // The base invariant is satisfied
    hash_map_t_base_inv hm /\
    // However, the "full" invariant is broken, as we call [try_resize]
    // only if the current number of entries is > the max load.
    // 
    // There are two situations:
    // - either we just reached the max load
    // - or we were already saturated and can't resize
    (let (dividend, divisor) = hm.hash_map_max_load_factor in
     hm.hash_map_num_entries == hm.hash_map_max_load + 1 \/
     length hm.hash_map_slots * 2 * dividend > usize_max)
  ))
  (ensures (
    match hash_map_try_resize_s hm with
    | Fail -> False
    | Return hm' ->
      // The full invariant is now satisfied (the full invariant is "base
      // invariant" + the map is not overloaded (or can't be resized because
      // already too big)
      hash_map_t_inv hm' /\
      // It contains the same bindings as the initial map
      (forall (k:key). hash_map_t_find_s hm' k == hash_map_t_find_s hm k)))

#restart-solver
#push-options "--z3rlimit 400"
let hash_map_try_resize_s_lem #t hm =
  let capacity = length hm.hash_map_slots in
  let (divid, divis) = hm.hash_map_max_load_factor in
  if capacity <= (usize_max / 2) / divid then
    begin
    let ncapacity : usize = capacity * 2 in
    assert(ncapacity * divid <= usize_max);
    assert(hash_map_t_len_s hm = hm.hash_map_max_load + 1);
    new_max_load_lem (hash_map_t_len_s hm) capacity divid divis;
    hash_map_new_with_capacity_fwd_lem t ncapacity divid divis;
    match hash_map_new_with_capacity_fwd t ncapacity divid divis with
    | Fail -> ()
    | Return ntable ->
      let slots = hm.hash_map_slots in
      let al = flatten (slots_t_v slots) in
      // Proving that: length al = hm.hash_map_num_entries
      assert(al == flatten (map slot_t_v slots));
      map_same_f_eq slot_t_v list_t_v slots;
      assert(al == flatten (map list_t_v slots));
      assert(hash_map_t_v hm == flatten (hash_map_t_slots_v hm));
      assert(hash_map_t_v hm == flatten (map list_t_v hm.hash_map_slots));
      assert(al == hash_map_t_v hm);
      assert(hash_map_t_base_inv ntable);
      assert(length al = hm.hash_map_num_entries);
      assert(length al <= usize_max);
      hash_map_t_base_inv_implies_assoc_list_lem hm;
      assert(assoc_list_inv al);
      assert(hash_map_t_len_s ntable = 0);
      assert(forall (k:key). hash_map_t_find_s ntable k  == None);
      hash_map_move_elements_fwd_back_lem t ntable hm.hash_map_slots;
      match hash_map_move_elements_fwd_back t ntable hm.hash_map_slots 0 with
      | Fail -> ()
      | Return (ntable', _) ->
        hash_map_is_assoc_list_lem hm;
        assert(hash_map_is_assoc_list hm (hash_map_t_v hm));
        let hm' =
          { hm with hash_map_slots = ntable'.hash_map_slots;
                    hash_map_max_load = ntable'.hash_map_max_load }
        in
        assert(hash_map_t_base_inv ntable');
        assert(hash_map_t_base_inv hm');
        assert(hash_map_t_len_s hm' = hash_map_t_len_s hm);
        new_max_load_lem (hash_map_t_len_s hm') capacity divid divis;
        assert(hash_map_t_len_s hm' <= hm'.hash_map_max_load); // Requires a lemma
        assert(hash_map_t_inv hm')
    end
  else
    begin
    gt_lem2 capacity 2 divid usize_max;
    assert(capacity * 2 * divid > usize_max)
    end
#pop-options

/// The final lemma about [try_resize]
val hash_map_try_resize_fwd_back_lem (#t : Type0) (hm : hash_map_t t) :
  Lemma
  (requires (
    hash_map_t_base_inv hm /\
    // However, the "full" invariant is broken, as we call [try_resize]
    // only if the current number of entries is > the max load.
    // 
    // There are two situations:
    // - either we just reached the max load
    // - or we were already saturated and can't resize
    (let (dividend, divisor) = hm.hash_map_max_load_factor in
     hm.hash_map_num_entries == hm.hash_map_max_load + 1 \/
     length hm.hash_map_slots * 2 * dividend > usize_max)))
  (ensures (
    match hash_map_try_resize_fwd_back t hm with
    | Fail -> False
    | Return hm' ->
      // The full invariant is now satisfied (the full invariant is "base
      // invariant" + the map is not overloaded (or can't be resized because
      // already too big)
      hash_map_t_inv hm' /\
      // It contains the same bindings as the initial map
      (forall (k:key). hash_map_t_find_s hm' k == hash_map_t_find_s hm k)))

let hash_map_try_resize_fwd_back_lem #t hm =
  hash_map_try_resize_fwd_back_lem_refin t hm;
  hash_map_try_resize_s_lem hm

(*** insert *)

/// The refinement (very close to the original function: we don't need something
/// very high level, just to clean it a bit)
let hash_map_insert_s
  (#t : Type0) (self : hash_map_t t) (key : usize) (value : t) :
  result (hash_map_t t) =
  match hash_map_insert_no_resize_fwd_back t self key value with
  | Fail -> Fail
  | Return hm' ->
    if hash_map_t_len_s hm' > hm'.hash_map_max_load then
      hash_map_try_resize_fwd_back t hm'
    else Return hm'

val hash_map_insert_fwd_back_lem_refin
  (t : Type0) (self : hash_map_t t) (key : usize) (value : t) :
  Lemma (requires True)
  (ensures (
    match hash_map_insert_fwd_back t self key value,
          hash_map_insert_s self key value
    with
    | Fail, Fail -> True
    | Return hm1, Return hm2 -> hm1 == hm2
    | _ -> False))

let hash_map_insert_fwd_back_lem_refin t self key value = ()

val hash_map_insert_fwd_back_lem
  (t : Type0) (self : hash_map_t t) (key : usize) (value : t) :
  Lemma (requires (hash_map_t_inv self))
  (ensures (
    match hash_map_insert_fwd_back t self key value with
    | Fail ->
      // We can fail only if:
      // - the key is not in the map and we need to add it
      // - we are already saturated
      hash_map_t_len_s self = usize_max /\
      None? (hash_map_t_find_s self key)
    | Return hm' ->
      // The invariant is preserved
      hash_map_t_inv hm' /\
      // [key] maps to [value]
      hash_map_t_find_s hm' key == Some value /\
      // The other bindings are preserved
      (forall k'. k' <> key ==> hash_map_t_find_s hm' k' == hash_map_t_find_s hm' k') /\
      // The length is incremented, iff we inserted a new key
      (match hash_map_t_find_s self key with
       | None -> hash_map_t_len_s hm' = hash_map_t_len_s self + 1
       | Some _ -> hash_map_t_len_s hm' = hash_map_t_len_s self)))

let hash_map_insert_fwd_back_lem t self key value =
  hash_map_insert_no_resize_fwd_back_lem_s t self key value;
  hash_map_insert_no_resize_s_lem (hash_map_t_slots_v self) key value;
  match hash_map_insert_no_resize_fwd_back t self key value with
  | Fail -> ()
  | Return hm' ->
    if hash_map_t_len_s hm' > hm'.hash_map_max_load then
      begin
      hash_map_try_resize_fwd_back_lem hm'
      end
    else ()

(*** contains_key *)

(**** contains_key_in_list *)

val hash_map_contains_key_in_list_fwd_lem
  (#t : Type0) (key : usize) (ls : list_t t) :
  Lemma
  (ensures (
    match hash_map_contains_key_in_list_fwd t key ls with
    | Fail -> False
    | Return b ->
      b = Some? (slot_t_find_s key ls)))


#push-options "--fuel 1"
let rec hash_map_contains_key_in_list_fwd_lem #t key ls =
  match ls with
  | ListCons ckey x ls0 ->
    let b = ckey = key in
    if b
    then ()
    else
      begin
      hash_map_contains_key_in_list_fwd_lem key ls0;
      match hash_map_contains_key_in_list_fwd t key ls0 with
      | Fail -> ()
      | Return b0 -> ()
      end
  | ListNil -> ()
#pop-options

(**** contains_key *)

val hash_map_contains_key_fwd_lem
  (#t : Type0) (self : hash_map_t_nes t) (key : usize) :
  Lemma
  (ensures (
    match hash_map_contains_key_fwd t self key with
    | Fail -> False
    | Return b -> b = Some? (hash_map_t_find_s self key)))

let hash_map_contains_key_fwd_lem #t self key =
  begin match hash_key_fwd key with
  | Fail -> ()
  | Return i ->
    let v = self.hash_map_slots in
    let i0 = vec_len (list_t t) v in
    begin match usize_rem i i0 with
    | Fail -> ()
    | Return hash_mod ->
      begin match vec_index_fwd (list_t t) v hash_mod with
      | Fail -> ()
      | Return l ->
        hash_map_contains_key_in_list_fwd_lem key l;
        begin match hash_map_contains_key_in_list_fwd t key l with
        | Fail -> ()
        | Return b -> ()
        end
      end
    end
  end

(*** get *)

(**** get_in_list *)

val hash_map_get_in_list_fwd_lem
  (#t : Type0) (key : usize) (ls : list_t t) :
  Lemma
  (ensures (
    match hash_map_get_in_list_fwd t key ls, slot_t_find_s key ls with
    | Fail, None -> True
    | Return x, Some x' -> x == x'
    | _ -> False))

#push-options "--fuel 1"
let rec hash_map_get_in_list_fwd_lem #t key ls =
  begin match ls with
  | ListCons ckey cvalue ls0 ->
    let b = ckey = key in
    if b
    then ()
    else
      begin
      hash_map_get_in_list_fwd_lem key ls0;
      match hash_map_get_in_list_fwd t key ls0 with
      | Fail -> ()
      | Return x -> ()
      end
  | ListNil -> ()
  end
#pop-options

(**** get *)

val hash_map_get_fwd_lem
  (#t : Type0) (self : hash_map_t_nes t) (key : usize) :
  Lemma
  (ensures (
    match hash_map_get_fwd t self key, hash_map_t_find_s self key with
    | Fail, None -> True
    | Return x, Some x' -> x == x'
    | _ -> False))

let hash_map_get_fwd_lem #t self key =
  begin match hash_key_fwd key with
  | Fail -> ()
  | Return i ->
    let v = self.hash_map_slots in
    let i0 = vec_len (list_t t) v in
    begin match usize_rem i i0 with
    | Fail -> ()
    | Return hash_mod ->
      begin match vec_index_fwd (list_t t) v hash_mod with
      | Fail -> ()
      | Return l ->
        begin
        hash_map_get_in_list_fwd_lem key l;
        match hash_map_get_in_list_fwd t key l with
        | Fail -> ()
        | Return x -> ()
        end
      end
    end
  end


(*** get_mut'fwd *)


(**** get_mut_in_list *)

val hash_map_get_mut_in_list_fwd_lem
  (#t : Type0) (key : usize) (ls : list_t t) :
  Lemma
  (ensures (
    match hash_map_get_mut_in_list_fwd t key ls, slot_t_find_s key ls with
    | Fail, None -> True
    | Return x, Some x' -> x == x'
    | _ -> False))

#push-options "--fuel 1"
let rec hash_map_get_mut_in_list_fwd_lem #t key ls =
  begin match ls with
  | ListCons ckey cvalue ls0 ->
    let b = ckey = key in
    if b
    then ()
    else
      begin
      hash_map_get_mut_in_list_fwd_lem key ls0;
      match hash_map_get_mut_in_list_fwd t key ls0 with
      | Fail -> ()
      | Return x -> ()
      end
  | ListNil -> ()
  end
#pop-options

(**** get_mut *)

val hash_map_get_mut_fwd_lem
  (#t : Type0) (self : hash_map_t_nes t) (key : usize) :
  Lemma
  (ensures (
    match hash_map_get_mut_fwd t self key, hash_map_t_find_s self key with
    | Fail, None -> True
    | Return x, Some x' -> x == x'
    | _ -> False))

let hash_map_get_mut_fwd_lem #t self key =
  begin match hash_key_fwd key with
  | Fail -> ()
  | Return i ->
    let v = self.hash_map_slots in
    let i0 = vec_len (list_t t) v in
    begin match usize_rem i i0 with
    | Fail -> ()
    | Return hash_mod ->
      begin match vec_index_fwd (list_t t) v hash_mod with
      | Fail -> ()
      | Return l ->
        begin
        hash_map_get_mut_in_list_fwd_lem key l;
        match hash_map_get_mut_in_list_fwd t key l with
        | Fail -> ()
        | Return x -> ()
        end
      end
    end
  end


(*** get_mut'back *)

(**** get_mut_in_list *)

val hash_map_get_mut_in_list_back_lem
  (#t : Type0) (key : usize) (ls : list_t t) (ret : t) :
  Lemma
  (requires (Some? (slot_t_find_s key ls)))
  (ensures (
    match hash_map_get_mut_in_list_back t key ls ret with
    | Fail -> False
    | Return ls' -> list_t_v ls' == find_update (same_key key) (list_t_v ls) (key,ret)
    | _ -> False))

#push-options "--fuel 1"
let rec hash_map_get_mut_in_list_back_lem #t key ls ret =
  begin match ls with
  | ListCons ckey cvalue ls0 ->
    let b = ckey = key in
    if b
    then let ls1 = ListCons ckey ret ls0 in ()
    else
      begin
      hash_map_get_mut_in_list_back_lem key ls0 ret;
      match hash_map_get_mut_in_list_back t key ls0 ret with
      | Fail -> ()
      | Return l -> let ls1 = ListCons ckey cvalue l in ()
      end
  | ListNil -> ()
  end
#pop-options

(**** get_mut *)

/// Refinement lemma
val hash_map_get_mut_back_lem_refin
  (#t : Type0) (self : hash_map_t t{length self.hash_map_slots > 0})
  (key : usize) (ret : t) :
  Lemma
  (requires (Some? (hash_map_t_find_s self key)))
  (ensures (
    match hash_map_get_mut_back t self key ret with
    | Fail -> False
    | Return hm' ->
      hash_map_t_slots_v hm' == hash_map_insert_no_fail_s (hash_map_t_slots_v self) key ret))

let hash_map_get_mut_back_lem_refin #t self key ret =
  begin match hash_key_fwd key with
  | Fail -> ()
  | Return i ->
    let i0 = self.hash_map_num_entries in
    let p = self.hash_map_max_load_factor in
    let i1 = self.hash_map_max_load in
    let v = self.hash_map_slots in
    let i2 = vec_len (list_t t) v in
    begin match usize_rem i i2 with
    | Fail -> ()
    | Return hash_mod ->
      begin match vec_index_mut_fwd (list_t t) v hash_mod with
      | Fail -> ()
      | Return l ->
        begin
        hash_map_get_mut_in_list_back_lem key l ret;
        match hash_map_get_mut_in_list_back t key l ret with
        | Fail -> ()
        | Return l0 ->
          begin match vec_index_mut_back (list_t t) v hash_mod l0 with
          | Fail -> ()
          | Return v0 -> let self0 = Mkhash_map_t i0 p i1 v0 in ()
          end
        end
      end
    end
  end

/// Final lemma
val hash_map_get_mut_back_lem
  (#t : Type0) (hm : hash_map_t t{length hm.hash_map_slots > 0})
  (key : usize) (ret : t) :
  Lemma
  (requires (
    Some? (hash_map_t_find_s hm key) /\
    hash_map_t_inv hm))
  (ensures (
    match hash_map_get_mut_back t hm key ret with
    | Fail -> False
    | Return hm' ->
      // Functional spec
      hash_map_t_slots_v hm' ==
       hash_map_insert_no_fail_s (hash_map_t_slots_v hm) key ret /\
     // The invariant is preserved
     hash_map_t_inv hm' /\
     // The length is preserved
     hash_map_t_len_s hm' = hash_map_t_len_s hm /\
     // [key] maps to [value]
     hash_map_t_find_s hm' key == Some ret /\
     // The other bindings are preserved
     (forall k'. k' <> key ==> hash_map_t_find_s hm' k' == hash_map_t_find_s hm k')))

let hash_map_get_mut_back_lem #t hm key ret =
  let hm_v = hash_map_t_slots_v hm in
  hash_map_get_mut_back_lem_refin hm key ret;
  match hash_map_get_mut_back t hm key ret with
  | Fail -> assert(False)
  | Return hm' ->
    hash_map_insert_no_fail_s_lem hm_v key ret


(*** remove *)