defmodule SData.MerkleSearchTree do @moduledoc""" A Merkle search tree. A node of the tree is { level, hash_of_node | nil, [ { item_low_bound, hash_of_node | nil }, { item_low_bound, hash_of_node | nil }, ... } } """ alias SData.PageStore, as: Store @doc""" Create a new Merkle search tree. This structure can be used as a set with only true keys, or as a map if a merge function is given. `cmp` is a compare function for keys as defined in module `SData`. `merge` is a function for merging two items that have the same key. """ defstruct root: nil, store: SData.LocalStore.new, cmp: &SData.cmp_term/2, merge: &SData.merge_true/2 defmodule Page do defstruct [:level, :low, :list] end defimpl SData.Page, for: Page do def refs(page) do refs = for {_, _, h} <- page.list, h != nil, do: h if page.low != nil do [ page.low | refs ] else refs end end end @doc""" Insert an item into the search tree. """ def insert(state, key, value \\ true) do level = calc_level(key) {hash, store} = insert_at(state, state.store, state.root, key, level, value) %{ state | root: hash, store: store } end defp insert_at(s, store, root, key, level, value) do {new_page, store} = if root == nil do { %Page{ level: level, low: nil, list: [ { key, value, nil } ] }, store } else %Page{ level: plevel, low: low, list: lst } = Store.get(store, root) [ { k0, _, _} | _ ] = lst cond do plevel < level -> {low, high, store} = split(s, store, root, key) { %Page{ level: level, low: low, list: [ { key, value, high } ] }, store } plevel == level -> store = Store.free(store, root) case s.cmp.(key, k0) do :before -> {low2a, low2b, store} = split(s, store, low, key) { %Page{ level: level, low: low2a, list: [ { key, value, low2b } | lst] }, store } _ -> {new_lst, store} = aux_insert_after_first(s, store, lst, key, value) { %Page{ level: plevel, low: low, list: new_lst }, store } end plevel > level -> store = Store.free(store, root) case s.cmp.(key, k0) do :before -> {new_low, store} = insert_at(s, store, low, key, level, value) { %Page{ level: plevel, low: new_low, list: lst }, store } :after -> {new_lst, store} = aux_insert_sub_after_first(s, store, lst, key, level, value) { %Page{ level: plevel, low: low, list: new_lst }, store } end end end Store.put(store, new_page) # returns {hash, store} end defp split(s, store, hash, key) do if hash == nil do {nil, nil, store} else %Page{ level: level, low: low, list: lst } = Store.get(store, hash) || Store.get(s.store, hash) store = Store.free(store, hash) [ { k0, _, _} | _ ] = lst case s.cmp.(key, k0) do :before -> {lowlow, lowhi, store} = split(s, store, low, key) newp2 = %Page{ level: level, low: lowhi, list: lst } {newp2h, store} = Store.put(store, newp2) {lowlow, newp2h, store} :after -> {lst1, p2, store} = split_aux(s, store, lst, key, level) newp1 = %Page{ level: level, low: low, list: lst1} {newp1h, store} = Store.put(store, newp1) {newp1h, p2, store} end end end defp split_aux(s, store, lst, key, level) do case lst do [ {k1, v1, r1} ] -> if s.cmp.(k1, key) == :duplicate do raise "Bad logic" end {r1l, r1h, store} = split(s, store, r1, key) { [{k1, v1, r1l}], r1h, store } [ {k1, v1, r1} = fst, {k2, v2, r2} = rst1 | rst ] -> case s.cmp.(key, k2) do :before -> {r1l, r1h, store} = split(s, store, r1, key) p2 = %Page{ level: level, low: r1h, list: [ {k2, v2, r2} | rst ] } {p2h, store} = Store.put(store, p2) { [{k1, v1, r1l}], p2h, store } :after -> {rst2, hi, store} = split_aux(s, store, [rst1 | rst], key, level) { [ fst | rst2 ], hi, store } :duplicate -> raise "Bad logic" end end end defp aux_insert_after_first(s, store, lst, key, value) do case lst do [ {k1, v1, r1} ] -> case s.cmp.(k1, key) do :duplicate -> { [ {k1, s.merge.(v1, value), r1} ], store } :before -> {r1a, r1b, new_store} = split(s, store, r1, key) { [ {k1, v1, r1a}, {key, value, r1b} ], new_store } end [ {k1, v1, r1} = fst, {k2, v2, r2} = rst1 | rst ] -> case s.cmp.(k1, key) do :duplicate -> { [ {k1, s.merge.(v1, value), r1}, rst1 | rst ], store } :before -> case s.cmp.(k2, key) do :after -> {r1a, r1b, new_store} = split(s, store, r1, key) { [ {k1, v1, r1a}, {key, value, r1b}, {k2, v2, r2} | rst ], new_store } _ -> {rst2, new_store} = aux_insert_after_first(s, store, [rst1 | rst], key, value) { [ fst | rst2 ], new_store } end end end end defp aux_insert_sub_after_first(s, store, lst, key, level, value) do case lst do [ {k1, v1, r1} ] -> if s.cmp.(k1, key) == :duplicate do raise "Bad logic" end {r1new, store_new} = insert_at(s, store, r1, key, level, value) { [{k1, v1, r1new}], store_new } [ {k1, v1, r1} = fst, {k2, _, _} = rst1 | rst ] -> if s.cmp.(k1, key) == :duplicate do raise "Bad logic" end case s.cmp.(key, k2) do :before -> {r1new, store_new} = insert_at(s, store, r1, key, level, value) { [{k1, v1, r1new}, rst1 | rst], store_new } _ -> {rst2, new_store} = aux_insert_sub_after_first(s, store, [rst1 |rst], key, level, value) { [ fst | rst2 ], new_store } end end end @doc""" Merge values from another MST in this MST. The merge is not symmetrical in the sense that: - new pages are added in the store of the first argument """ def merge(to, from) do { store, root } = merge_aux(to, from, to.store, to.root, from.root) %{ to | store: store, root: root } end defp merge_aux(s1, s2, store, r1, r2) do case {r1, r2} do _ when r1 == r2 -> { store, r1 } {_, nil} -> { store, r1 } {nil, _} -> store = Store.copy(store, s2.store, r2) { store, r2 } _ -> %Page{ level: level1, low: low1, list: lst1 } = Store.get(store, r1) %Page{ level: level2, low: low2, list: lst2 } = Store.get(store, r2) || Store.get(s2.store, r2) { level, low1, lst1, low2, lst2 } = cond do level1 == level2 -> {level1, low1, lst1, low2, lst2} level1 > level2 -> {level1, low1, lst1, r2, []} level2 > level1 -> {level2, r1, [], low2, lst2} end { store, low, lst } = merge_aux_rec(s1, s2, store, low1, lst1, low2, lst2) page = %Page{ level: level, low: low, list: lst } {hash, store} = Store.put(store, page) {store, hash} end end defp merge_aux_rec(s1, s2, store, low1, lst1, low2, lst2) do case {lst1, lst2} do { [], [] } -> {store, hash} = merge_aux(s1, s2, store, low1, low2) {store, hash, []} { [], [ {k, v, r} | rst2 ] } -> {low1l, low1h, store} = split(s1, store, low1, k) {store, newlow} = merge_aux(s1, s2, store, low1l, low2) {store, newr, newrst} = merge_aux_rec(s1, s2, store, low1h, [], r, rst2) {store, newlow, [ {k, v, newr} | newrst ]} { [ {k, v, r} | rst1 ], [] } -> {low2l, low2h, store} = split(s2, store, low2, k) {store, newlow} = merge_aux(s1, s2, store, low1, low2l) {store, newr, newrst} = merge_aux_rec(s1, s2, store, r, rst1, low2h, []) {store, newlow, [ {k, v, newr} | newrst ]} { [ {k1, v1, r1} | rst1 ], [ {k2, v2, r2} | rst2 ] } -> case s1.cmp.(k1, k2) do :before -> {low2l, low2h, store} = split(s2, store, low2, k1) {store, newlow} = merge_aux(s1, s2, store, low1, low2l) {store, newr, newrst} = merge_aux_rec(s1, s2, store, r1, rst1, low2h, lst2) {store, newlow, [ {k1, v1, newr} | newrst ]} :after -> {low1l, low1h, store} = split(s1, store, low1, k2) {store, newlow} = merge_aux(s1, s2, store, low1l, low2) {store, newr, newrst} = merge_aux_rec(s1, s2, store, low1h, lst1, r2, rst2) {store, newlow, [ {k2, v2, newr} | newrst ]} :duplicate -> {store, newlow} = merge_aux(s1, s2, store, low1, low2) newv = s1.merge.(v1, v2) {store, newr, newrst} = merge_aux_rec(s1, s2, store, r1, rst1, r2, rst2) {store, newlow, [ {k1, newv, newr} | newrst ]} end end end @doc""" Get value for a specific key in search tree. """ def get(state, key) do get(state, state.root, key) end defp get(s, root, key) do case root do nil -> nil _ -> %Page{ level: _, low: low, list: lst } = Store.get(s.store, root) get_aux(s, low, lst, key) end end defp get_aux(s, low, lst, key) do case lst do [] -> get(s, low, key) [ {k, v, low2} | rst ] -> case s.cmp.(key, k) do :duplicate -> v :before -> get(s, low, key) :after -> get_aux(s, low2, rst, key) end end end @doc""" Get the last n items of the tree, or the last n items strictly before given upper bound if non nil """ def last(state, top_bound, num) do last(state, state.root, top_bound, num) end defp last(s, root, top_bound, num) do case root do nil -> [] _ -> %Page{ level: _, low: low, list: lst } = Store.get(s.store, root) last_aux(s, low, lst, top_bound, num) end end defp last_aux(s, low, lst, top_bound, num) do case lst do [] -> last(s, low, top_bound, num) [ {k, v, low2} | rst ] -> if top_bound == nil or s.cmp.(top_bound, k) == :after do items = last_aux(s, low2, rst, top_bound, num) items = if Enum.count(items) < num do [ {k, v} | items ] else items end cnt = Enum.count items if cnt < num do last(s, low, top_bound, num - cnt) ++ items else items end else last(s, low, top_bound, num) end end end @doc""" Dump Merkle search tree structure. """ def dump(state) do dump(state.store, state.root, "") end defp dump(store, root, lvl) do case root do nil -> nil _ -> %Page{ level: level, low: low, list: lst} = Store.get(store, root) IO.puts(lvl <> "#{root|>Base.encode16} (#{level})") dump(store, low, lvl <> " ") for {k, v, r} <- lst do IO.puts(lvl<>"- #{inspect k} => #{inspect v}") dump(store, r, lvl <> " ") end end end defp calc_level(key) do key |> SData.term_hash |> Base.encode16 |> String.to_charlist |> count_leading_zeroes end defp count_leading_zeroes('0' ++ rest) do 1 + count_leading_zeroes(rest) end defp count_leading_zeroes(_) do 0 end end