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Implement type inferences from guard expressions (#239)
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* Implement type inferences from guard expressions

Potential improvements for future:
1. Better handle `and` operator in guards: current implementation picks one and discards the other
2. Better handle `or` operator in guards: current implementation discards both sides. We can represent them as union types. In real use cases, this should happen rarely, so I'll leave it like this for now

Closes #204

* Make type more specific

* Support map_size guard

* Fix incorrect fixture code

* Merge or guards into union type

* Use intersection type

* More refine type for list and tuple

* Split guard type infer logic into separate module

* Add moduledoc
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Goose97 authored Nov 27, 2023
1 parent cb4ca6d commit 5583feb
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138 changes: 138 additions & 0 deletions lib/elixir_sense/core/guard.ex
Original file line number Diff line number Diff line change
@@ -0,0 +1,138 @@
defmodule ElixirSense.Core.Guard do
@moduledoc """
This module is responsible for infer type information from guard expressions
"""

import ElixirSense.Core.State

alias ElixirSense.Core.MetadataBuilder

# A guard expression can be in either these form:
# :and :or
# / \ or / \ or guard_expr
# guard_expr guard_expr guard_expr guard_expr
#
# type information from :and subtrees are mergeable
# type information from :or subtrees are discarded
def type_information_from_guards({:and, _, [guard_l, guard_r]}, state) do
left = type_information_from_guards(guard_l, state)
right = type_information_from_guards(guard_r, state)

Keyword.merge(left, right, fn _k, v1, v2 -> {:intersection, [v1, v2]} end)
end

def type_information_from_guards({:or, _, [guard_l, guard_r]}, state) do
left = type_information_from_guards(guard_l, state)
right = type_information_from_guards(guard_r, state)

Keyword.merge(left, right, fn _k, v1, v2 ->
case {v1, v2} do
{{:union, types_1}, {:union, types_2}} -> {:union, types_1 ++ types_2}
{{:union, types}, _} -> {:union, types ++ [v2]}
{_, {:union, types}} -> {:union, [v1 | types]}
_ -> {:union, [v1, v2]}
end
end)
end

def type_information_from_guards(guard_ast, state) do
{_, acc} =
Macro.prewalk(guard_ast, [], fn
# Standalone variable: func my_func(x) when x
{var, _, nil} = node, acc ->
{node, [{var, :boolean} | acc]}

{guard_predicate, _, params} = node, acc ->
case guard_predicate_type(guard_predicate, params, state) do
{type, binding} ->
{var, _, nil} = binding
# If we found the predicate type, we can prematurely exit traversing the subtree
{[], [{var, type} | acc]}

nil ->
{node, acc}
end

node, acc ->
{node, acc}
end)

acc
end

defp guard_predicate_type(p, params, _)
when p in [:is_number, :is_float, :is_integer, :round, :trunc, :div, :rem, :abs],
do: {:number, hd(params)}

defp guard_predicate_type(p, params, _) when p in [:is_binary, :binary_part],
do: {:binary, hd(params)}

defp guard_predicate_type(p, params, _) when p in [:is_bitstring, :bit_size, :byte_size],
do: {:bitstring, hd(params)}

defp guard_predicate_type(p, params, _) when p in [:is_list, :length], do: {:list, hd(params)}

defp guard_predicate_type(p, params, _) when p in [:hd, :tl],
do: {{:list, :boolean}, hd(params)}

# when hd(x) == 1
# when tl(x) <= 2
defp guard_predicate_type(p, [{guard, _, guard_params}, rhs], _)
when p in [:==, :===, :>=, :>, :<=, :<] and guard in [:hd, :tl] do
rhs_type =
cond do
is_number(rhs) -> :number
is_binary(rhs) -> :binary
is_bitstring(rhs) -> :bitstring
is_atom(rhs) -> :atom
is_boolean(rhs) -> :boolean
true -> nil
end

rhs_type = if rhs_type, do: {:list, rhs_type}, else: :list

{rhs_type, hd(guard_params)}
end

defp guard_predicate_type(p, params, _) when p in [:is_tuple, :elem],
do: {:tuple, hd(params)}

# when tuple_size(x) == 1
# when tuple_size(x) == 2
defp guard_predicate_type(p, [{:tuple_size, _, guard_params}, size], _)
when p in [:==, :===] do
type =
if is_integer(size) do
{:tuple, size, []}
else
:tuple
end

{type, hd(guard_params)}
end

defp guard_predicate_type(:is_map, params, _), do: {{:map, [], nil}, hd(params)}
defp guard_predicate_type(:map_size, params, _), do: {{:map, [], nil}, hd(params)}

defp guard_predicate_type(:is_map_key, [var, key], state) do
type =
case MetadataBuilder.get_binding_type(state, key) do
{:atom, key} -> {:map, [{key, nil}], nil}
nil when is_binary(key) -> {:map, [{key, nil}], nil}
_ -> {:map, [], nil}
end

{type, var}
end

defp guard_predicate_type(:is_atom, params, _), do: {:atom, hd(params)}
defp guard_predicate_type(:is_boolean, params, _), do: {:boolean, hd(params)}

defp guard_predicate_type(:is_struct, [var, {:__aliases__, _, list}], state) do
type = {:struct, [], {:atom, expand_alias(state, list)}, nil}
{type, var}
end

defp guard_predicate_type(:is_struct, params, _), do: {{:struct, [], nil, nil}, hd(params)}
defp guard_predicate_type(_, _, _), do: nil
end
20 changes: 19 additions & 1 deletion lib/elixir_sense/core/metadata_builder.ex
Original file line number Diff line number Diff line change
Expand Up @@ -13,6 +13,7 @@ defmodule ElixirSense.Core.MetadataBuilder do
alias ElixirSense.Core.State
alias ElixirSense.Core.State.VarInfo
alias ElixirSense.Core.TypeInfo
alias ElixirSense.Core.Guard

@scope_keywords [:for, :fn, :with]
@block_keywords [:do, :else, :rescue, :catch, :after]
Expand Down Expand Up @@ -291,6 +292,11 @@ defmodule ElixirSense.Core.MetadataBuilder do
|> find_vars(params)
|> merge_same_name_vars()

vars =
if options[:guards],
do: infer_type_from_guards(options[:guards], vars, state),
else: vars

{position, end_position} = extract_range(meta)

options = Keyword.put(options, :generated, state.generated)
Expand Down Expand Up @@ -627,7 +633,7 @@ defmodule ElixirSense.Core.MetadataBuilder do
)
when def_name in @defs and is_atom(name) do
ast_without_params = {def_name, meta, [{name, add_no_call(meta2), []}, guards, body]}
pre_func(ast_without_params, state, meta, name, params)
pre_func(ast_without_params, state, meta, name, params, guards: guards)
end

defp pre(
Expand Down Expand Up @@ -1812,6 +1818,18 @@ defmodule ElixirSense.Core.MetadataBuilder do
{ast, {vars, match_context}}
end

def infer_type_from_guards(guard_ast, vars, state) do
type_info = Guard.type_information_from_guards(guard_ast, state)

Enum.reduce(type_info, vars, fn {var, type}, acc ->
index = Enum.find_index(acc, &(&1.name == var))

if index,
do: List.update_at(acc, index, &Map.put(&1, :type, type)),
else: acc
end)
end

# struct or struct update
def get_binding_type(
state,
Expand Down
108 changes: 108 additions & 0 deletions test/elixir_sense/core/metadata_builder_test.exs
Original file line number Diff line number Diff line change
Expand Up @@ -1539,6 +1539,114 @@ defmodule ElixirSense.Core.MetadataBuilderTest do
] = state |> get_line_vars(4)
end

describe "infer vars type information from guards" do
defp var_with_guards(guard) do
"""
defmodule MyModule do
def func(x) when #{guard} do
x
end
end
"""
|> string_to_state()
|> get_line_vars(3)
|> hd()
end

test "number guards" do
assert %VarInfo{name: :x, type: :number} = var_with_guards("is_number(x)")
assert %VarInfo{name: :x, type: :number} = var_with_guards("is_float(x)")
assert %VarInfo{name: :x, type: :number} = var_with_guards("is_integer(x)")
assert %VarInfo{name: :x, type: :number} = var_with_guards("round(x)")
assert %VarInfo{name: :x, type: :number} = var_with_guards("trunc(x)")
assert %VarInfo{name: :x, type: :number} = var_with_guards("div(x)")
assert %VarInfo{name: :x, type: :number} = var_with_guards("rem(x)")
assert %VarInfo{name: :x, type: :number} = var_with_guards("abs(x)")
end

test "binary guards" do
assert %VarInfo{name: :x, type: :binary} = var_with_guards("is_binary(x)")
assert %VarInfo{name: :x, type: :binary} = var_with_guards(~s/binary_part(x, 0, 1) == "a"/)
end

test "bitstring guards" do
assert %VarInfo{name: :x, type: :bitstring} = var_with_guards("is_bitstring(x)")
assert %VarInfo{name: :x, type: :bitstring} = var_with_guards("bit_size(x) == 1")
assert %VarInfo{name: :x, type: :bitstring} = var_with_guards("byte_size(x) == 1")
end

test "list guards" do
assert %VarInfo{name: :x, type: :list} = var_with_guards("is_list(x)")
assert %VarInfo{name: :x, type: {:list, :number}} = var_with_guards("hd(x) == 1")
assert %VarInfo{name: :x, type: :list} = var_with_guards("tl(x) == [1]")
assert %VarInfo{name: :x, type: :list} = var_with_guards("length(x) == 1")
end

test "tuple guards" do
assert %VarInfo{name: :x, type: :tuple} = var_with_guards("is_tuple(x)")
assert %VarInfo{name: :x, type: {:tuple, 1, []}} = var_with_guards("tuple_size(x) == 1")
assert %VarInfo{name: :x, type: :tuple} = var_with_guards("elem(x, 0) == 1")
end

test "atom guards" do
assert %VarInfo{name: :x, type: :atom} = var_with_guards("is_atom(x)")
end

test "boolean guards" do
assert %VarInfo{name: :x, type: :boolean} = var_with_guards("is_boolean(x)")
end

test "map guards" do
assert %VarInfo{name: :x, type: {:map, [], nil}} = var_with_guards("is_map(x)")
assert %VarInfo{name: :x, type: {:map, [], nil}} = var_with_guards("map_size(x) == 1")

assert %VarInfo{name: :x, type: {:map, [a: nil], nil}} =
var_with_guards("is_map_key(x, :a)")

assert %VarInfo{name: :x, type: {:map, [{"a", nil}], nil}} =
var_with_guards(~s/is_map_key(x, "a")/)
end

test "struct guards" do
assert %VarInfo{name: :x, type: {:struct, [], nil, nil}} = var_with_guards("is_struct(x)")

assert %VarInfo{name: :x, type: {:struct, [], {:atom, URI}, nil}} =
var_with_guards("is_struct(x, URI)")

assert %VarInfo{name: :x, type: {:struct, [], {:atom, URI}, nil}} =
"""
defmodule MyModule do
alias URI, as: MyURI
def func(x) when is_struct(x, MyURI) do
x
end
end
"""
|> string_to_state()
|> get_line_vars(5)
|> hd()
end

test "and combination predicate guards can be merge" do
assert %VarInfo{name: :x, type: {:intersection, [:number, :boolean]}} =
var_with_guards("is_number(x) and x >= 1")

assert %VarInfo{
name: :x,
type: {:intersection, [{:map, [a: nil], nil}, {:map, [b: nil], nil}]}
} = var_with_guards("is_map_key(x, :a) and is_map_key(x, :b)")
end

test "or combination predicate guards can be merge into union type" do
assert %VarInfo{name: :x, type: {:union, [:number, :atom]}} =
var_with_guards("is_number(x) or is_atom(x)")

assert %VarInfo{name: :x, type: {:union, [:number, :atom, :binary]}} =
var_with_guards("is_number(x) or is_atom(x) or is_binary(x)")
end
end

test "aliases" do
state =
"""
Expand Down

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