Module:User:Erutuon/luafun

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This is a private module sandbox of Erutuon, for his own experimentation. Items in this module may be added and removed at Erutuon's discretion; do not rely on this module's stability.

---

--[[
Lua Fun - a high-performance functional programming library for LuaJIT

GitHub: https://github.com/luafun/luafun
documentation: https://luafun.github.io/

Copyright (c) 2013-2017 Roman Tsisyk roman@tsisyk.com

Distributed under the MIT/X11 License.

Permission is hereby granted, free of charge, to any person obtaining a copy of
this software and associated documentation files (the "Software"), to deal in
the Software without restriction, including without limitation the rights to
use, copy, modify, merge, publish, distribute, sublicense, and/or sell copies of
the Software, and to permit persons to whom the Software is furnished to do so,
subject to the following conditions:

The above copyright notice and this permission notice shall be included in all
copies or substantial portions of the Software.

THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, FITNESS
FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR
COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER
IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, OUT OF OR IN
CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE.
]]

-- Modifications for compatibility with Scribunto:
	-- print -> mw.log
	-- no need to check for table.unpack

local exports = {}
local methods = {}

local unpack = unpack

--------------------------------------------------------------------------------
-- Tools
--------------------------------------------------------------------------------

local return_if_not_empty = function(state_x, ...)
    if state_x == nil then
        return nil
    end
    return ...
end

local call_if_not_empty = function(fun, state_x, ...)
    if state_x == nil then
        return nil
    end
    return state_x, fun(...)
end

local function deepcopy(orig) -- used by cycle()
    local orig_type = type(orig)
    local copy
    if orig_type == 'table' then
        copy = {}
        for orig_key, orig_value in next, orig, nil do
            copy[deepcopy(orig_key)] = deepcopy(orig_value)
        end
    else
        copy = orig
    end
    return copy
end

local iterator_mt = {
    -- usually called by for-in loop
    __call = function(self, param, state)
        return self.gen(param, state)
    end;
    __tostring = function(self)
        return '<generator>'
    end;
    -- add all exported methods
    __index = methods;
}

local wrap = function(gen, param, state)
    return setmetatable({
        gen = gen,
        param = param,
        state = state
    }, iterator_mt), param, state
end
exports.wrap = wrap

local unwrap = function(self)
    return self.gen, self.param, self.state
end
methods.unwrap = unwrap

--------------------------------------------------------------------------------
-- Basic Functions
--------------------------------------------------------------------------------

local nil_gen = function(_param, _state)
    return nil
end

local string_gen = function(param, state)
    local state = state + 1
    if state > #param then
        return nil
    end
    local r = string.sub(param, state, state)
    return state, r
end

local ipairs_gen = ipairs({}) -- get the generating function from ipairs

local pairs_gen = pairs({ a = 0 }) -- get the generating function from pairs
local map_gen = function(tab, key)
    local value
    local key, value = pairs_gen(tab, key)
    return key, key, value
end

local rawiter = function(obj, param, state)
    assert(obj ~= nil, "invalid iterator")
    if type(obj) == "table" then
        local mt = getmetatable(obj);
        if mt ~= nil then
            if mt == iterator_mt then
                return obj.gen, obj.param, obj.state
            elseif mt.__ipairs ~= nil then
                return mt.__ipairs(obj)
            elseif mt.__pairs ~= nil then
                return mt.__pairs(obj)
            end
        end
        if #obj > 0 then
            -- array
            return ipairs(obj)
        else
            -- hash
            return map_gen, obj, nil
        end
    elseif (type(obj) == "function") then
        return obj, param, state
    elseif (type(obj) == "string") then
        if #obj == 0 then
            return nil_gen, nil, nil
        end
        return string_gen, obj, 0
    end
    error(string.format('object %s of type "%s" is not iterable',
          obj, type(obj)))
end

local iter = function(obj, param, state)
    return wrap(rawiter(obj, param, state))
end
exports.iter = iter

local method0 = function(fun)
    return function(self)
        return fun(self.gen, self.param, self.state)
    end
end

local method1 = function(fun)
    return function(self, arg1)
        return fun(arg1, self.gen, self.param, self.state)
    end
end

local method2 = function(fun)
    return function(self, arg1, arg2)
        return fun(arg1, arg2, self.gen, self.param, self.state)
    end
end

local export0 = function(fun)
    return function(gen, param, state)
        return fun(rawiter(gen, param, state))
    end
end

local export1 = function(fun)
    return function(arg1, gen, param, state)
        return fun(arg1, rawiter(gen, param, state))
    end
end

local export2 = function(fun)
    return function(arg1, arg2, gen, param, state)
        return fun(arg1, arg2, rawiter(gen, param, state))
    end
end

local each = function(fun, gen, param, state)
    repeat
        state = call_if_not_empty(fun, gen(param, state))
    until state == nil
end
methods.each = method1(each)
exports.each = export1(each)
methods.for_each = methods.each
exports.for_each = exports.each
methods.foreach = methods.each
exports.foreach = exports.each

--------------------------------------------------------------------------------
-- Generators
--------------------------------------------------------------------------------

local range_gen = function(param, state)
    local stop, step = param[1], param[2]
    local state = state + step
    if state > stop then
        return nil
    end
    return state, state
end

local range_rev_gen = function(param, state)
    local stop, step = param[1], param[2]
    local state = state + step
    if state < stop then
        return nil
    end
    return state, state
end

local range = function(start, stop, step)
    if step == nil then
        if stop == nil then
            if start == 0 then
                return nil_gen, nil, nil
            end
            stop = start
            start = stop > 0 and 1 or -1
        end
        step = start <= stop and 1 or -1
    end

    assert(type(start) == "number", "start must be a number")
    assert(type(stop) == "number", "stop must be a number")
    assert(type(step) == "number", "step must be a number")
    assert(step ~= 0, "step must not be zero")

    if (step > 0) then
        return wrap(range_gen, {stop, step}, start - step)
    elseif (step < 0) then
        return wrap(range_rev_gen, {stop, step}, start - step)
    end
end
exports.range = range

local duplicate_table_gen = function(param_x, state_x)
    return state_x + 1, unpack(param_x)
end

local duplicate_fun_gen = function(param_x, state_x)
    return state_x + 1, param_x(state_x)
end

local duplicate_gen = function(param_x, state_x)
    return state_x + 1, param_x
end

local duplicate = function(...)
    if select('#', ...) <= 1 then
        return wrap(duplicate_gen, select(1, ...), 0)
    else
        return wrap(duplicate_table_gen, {...}, 0)
    end
end
exports.duplicate = duplicate
exports.replicate = duplicate
exports.xrepeat = duplicate

local tabulate = function(fun)
    assert(type(fun) == "function")
    return wrap(duplicate_fun_gen, fun, 0)
end
exports.tabulate = tabulate

local zeros = function()
    return wrap(duplicate_gen, 0, 0)
end
exports.zeros = zeros

local ones = function()
    return wrap(duplicate_gen, 1, 0)
end
exports.ones = ones

local rands_gen = function(param_x, _state_x)
    return 0, math.random(param_x[1], param_x[2])
end

local rands_nil_gen = function(_param_x, _state_x)
    return 0, math.random()
end

local rands = function(n, m)
    if n == nil and m == nil then
        return wrap(rands_nil_gen, 0, 0)
    end
    assert(type(n) == "number", "invalid first arg to rands")
    if m == nil then
        m = n
        n = 0
    else
        assert(type(m) == "number", "invalid second arg to rands")
    end
    assert(n < m, "empty interval")
    return wrap(rands_gen, {n, m - 1}, 0)
end
exports.rands = rands

--------------------------------------------------------------------------------
-- Slicing
--------------------------------------------------------------------------------

local nth = function(n, gen_x, param_x, state_x)
    assert(n > 0, "invalid first argument to nth")
    -- An optimization for arrays and strings
    if gen_x == ipairs_gen then
        return param_x[n]
    elseif gen_x == string_gen then
        if n <= #param_x then
            return string.sub(param_x, n, n)
        else
            return nil
        end
    end
    for i=1,n-1,1 do
        state_x = gen_x(param_x, state_x)
        if state_x == nil then
            return nil
        end
    end
    return return_if_not_empty(gen_x(param_x, state_x))
end
methods.nth = method1(nth)
exports.nth = export1(nth)

local head_call = function(state, ...)
    if state == nil then
        error("head: iterator is empty")
    end
    return ...
end

local head = function(gen, param, state)
    return head_call(gen(param, state))
end
methods.head = method0(head)
exports.head = export0(head)
exports.car = exports.head
methods.car = methods.head

local tail = function(gen, param, state)
    state = gen(param, state)
    if state == nil then
        return wrap(nil_gen, nil, nil)
    end
    return wrap(gen, param, state)
end
methods.tail = method0(tail)
exports.tail = export0(tail)
exports.cdr = exports.tail
methods.cdr = methods.tail

local take_n_gen_x = function(i, state_x, ...)
    if state_x == nil then
        return nil
    end
    return {i, state_x}, ...
end

local take_n_gen = function(param, state)
    local n, gen_x, param_x = param[1], param[2], param[3]
    local i, state_x = state[1], state[2]
    if i >= n then
        return nil
    end
    return take_n_gen_x(i + 1, gen_x(param_x, state_x))
end

local take_n = function(n, gen, param, state)
    assert(n >= 0, "invalid first argument to take_n")
    return wrap(take_n_gen, {n, gen, param}, {0, state})
end
methods.take_n = method1(take_n)
exports.take_n = export1(take_n)

local take_while_gen_x = function(fun, state_x, ...)
    if state_x == nil or not fun(...) then
        return nil
    end
    return state_x, ...
end

local take_while_gen = function(param, state_x)
    local fun, gen_x, param_x = param[1], param[2], param[3]
    return take_while_gen_x(fun, gen_x(param_x, state_x))
end

local take_while = function(fun, gen, param, state)
    assert(type(fun) == "function", "invalid first argument to take_while")
    return wrap(take_while_gen, {fun, gen, param}, state)
end
methods.take_while = method1(take_while)
exports.take_while = export1(take_while)

local take = function(n_or_fun, gen, param, state)
    if type(n_or_fun) == "number" then
        return take_n(n_or_fun, gen, param, state)
    else
        return take_while(n_or_fun, gen, param, state)
    end
end
methods.take = method1(take)
exports.take = export1(take)

local drop_n = function(n, gen, param, state)
    assert(n >= 0, "invalid first argument to drop_n")
    local i
    for i=1,n,1 do
        state = gen(param, state)
        if state == nil then
            return wrap(nil_gen, nil, nil)
        end
    end
    return wrap(gen, param, state)
end
methods.drop_n = method1(drop_n)
exports.drop_n = export1(drop_n)

local drop_while_x = function(fun, state_x, ...)
    if state_x == nil or not fun(...) then
        return state_x, false
    end
    return state_x, true, ...
end

local drop_while = function(fun, gen_x, param_x, state_x)
    assert(type(fun) == "function", "invalid first argument to drop_while")
    local cont, state_x_prev
    repeat
        state_x_prev = deepcopy(state_x)
        state_x, cont = drop_while_x(fun, gen_x(param_x, state_x))
    until not cont
    if state_x == nil then
        return wrap(nil_gen, nil, nil)
    end
    return wrap(gen_x, param_x, state_x_prev)
end
methods.drop_while = method1(drop_while)
exports.drop_while = export1(drop_while)

local drop = function(n_or_fun, gen_x, param_x, state_x)
    if type(n_or_fun) == "number" then
        return drop_n(n_or_fun, gen_x, param_x, state_x)
    else
        return drop_while(n_or_fun, gen_x, param_x, state_x)
    end
end
methods.drop = method1(drop)
exports.drop = export1(drop)

local split = function(n_or_fun, gen_x, param_x, state_x)
    return take(n_or_fun, gen_x, param_x, state_x),
           drop(n_or_fun, gen_x, param_x, state_x)
end
methods.split = method1(split)
exports.split = export1(split)
methods.split_at = methods.split
exports.split_at = exports.split
methods.span = methods.split
exports.span = exports.split

--------------------------------------------------------------------------------
-- Indexing
--------------------------------------------------------------------------------

local index = function(x, gen, param, state)
    local i = 1
    for _k, r in gen, param, state do
        if r == x then
            return i
        end
        i = i + 1
    end
    return nil
end
methods.index = method1(index)
exports.index = export1(index)
methods.index_of = methods.index
exports.index_of = exports.index
methods.elem_index = methods.index
exports.elem_index = exports.index

local indexes_gen = function(param, state)
    local x, gen_x, param_x = param[1], param[2], param[3]
    local i, state_x = state[1], state[2]
    local r
    while true do
        state_x, r = gen_x(param_x, state_x)
        if state_x == nil then
            return nil
        end
        i = i + 1
        if r == x then
            return {i, state_x}, i
        end
    end
end

local indexes = function(x, gen, param, state)
    return wrap(indexes_gen, {x, gen, param}, {0, state})
end
methods.indexes = method1(indexes)
exports.indexes = export1(indexes)
methods.elem_indexes = methods.indexes
exports.elem_indexes = exports.indexes
methods.indices = methods.indexes
exports.indices = exports.indexes
methods.elem_indices = methods.indexes
exports.elem_indices = exports.indexes

--------------------------------------------------------------------------------
-- Filtering
--------------------------------------------------------------------------------

local filter1_gen = function(fun, gen_x, param_x, state_x, a)
    while true do
        if state_x == nil or fun(a) then break; end
        state_x, a = gen_x(param_x, state_x)
    end
    return state_x, a
end

-- call each other
local filterm_gen
local filterm_gen_shrink = function(fun, gen_x, param_x, state_x)
    return filterm_gen(fun, gen_x, param_x, gen_x(param_x, state_x))
end

filterm_gen = function(fun, gen_x, param_x, state_x, ...)
    if state_x == nil then
        return nil
    end
    if fun(...) then
        return state_x, ...
    end
    return filterm_gen_shrink(fun, gen_x, param_x, state_x)
end

local filter_detect = function(fun, gen_x, param_x, state_x, ...)
    if select('#', ...) < 2 then
        return filter1_gen(fun, gen_x, param_x, state_x, ...)
    else
        return filterm_gen(fun, gen_x, param_x, state_x, ...)
    end
end

local filter_gen = function(param, state_x)
    local fun, gen_x, param_x = param[1], param[2], param[3]
    return filter_detect(fun, gen_x, param_x, gen_x(param_x, state_x))
end

local filter = function(fun, gen, param, state)
    return wrap(filter_gen, {fun, gen, param}, state)
end
methods.filter = method1(filter)
exports.filter = export1(filter)
methods.remove_if = methods.filter
exports.remove_if = exports.filter

local grep = function(fun_or_regexp, gen, param, state)
    local fun = fun_or_regexp
    if type(fun_or_regexp) == "string" then
        fun = function(x) return string.find(x, fun_or_regexp) ~= nil end
    end
    return filter(fun, gen, param, state)
end
methods.grep = method1(grep)
exports.grep = export1(grep)

local partition = function(fun, gen, param, state)
    local neg_fun = function(...)
        return not fun(...)
    end
    return filter(fun, gen, param, state),
           filter(neg_fun, gen, param, state)
end
methods.partition = method1(partition)
exports.partition = export1(partition)

--------------------------------------------------------------------------------
-- Reducing
--------------------------------------------------------------------------------

local foldl_call = function(fun, start, state, ...)
    if state == nil then
        return nil, start
    end
    return state, fun(start, ...)
end

local foldl = function(fun, start, gen_x, param_x, state_x)
    while true do
        state_x, start = foldl_call(fun, start, gen_x(param_x, state_x))
        if state_x == nil then
            break;
        end
    end
    return start
end
methods.foldl = method2(foldl)
exports.foldl = export2(foldl)
methods.reduce = methods.foldl
exports.reduce = exports.foldl

local length = function(gen, param, state)
    if gen == ipairs_gen or gen == string_gen then
        return #param
    end
    local len = 0
    repeat
        state = gen(param, state)
        len = len + 1
    until state == nil
    return len - 1
end
methods.length = method0(length)
exports.length = export0(length)

local is_null = function(gen, param, state)
    return gen(param, deepcopy(state)) == nil
end
methods.is_null = method0(is_null)
exports.is_null = export0(is_null)

local is_prefix_of = function(iter_x, iter_y)
    local gen_x, param_x, state_x = iter(iter_x)
    local gen_y, param_y, state_y = iter(iter_y)

    local r_x, r_y
    for i=1,10,1 do
        state_x, r_x = gen_x(param_x, state_x)
        state_y, r_y = gen_y(param_y, state_y)
        if state_x == nil then
            return true
        end
        if state_y == nil or r_x ~= r_y then
            return false
        end
    end
end
methods.is_prefix_of = is_prefix_of
exports.is_prefix_of = is_prefix_of

local all = function(fun, gen_x, param_x, state_x)
    local r
    repeat
        state_x, r = call_if_not_empty(fun, gen_x(param_x, state_x))
    until state_x == nil or not r
    return state_x == nil
end
methods.all = method1(all)
exports.all = export1(all)
methods.every = methods.all
exports.every = exports.all

local any = function(fun, gen_x, param_x, state_x)
    local r
    repeat
        state_x, r = call_if_not_empty(fun, gen_x(param_x, state_x))
    until state_x == nil or r
    return not not r
end
methods.any = method1(any)
exports.any = export1(any)
methods.some = methods.any
exports.some = exports.any

local sum = function(gen, param, state)
    local s = 0
    local r = 0
    repeat
        s = s + r
        state, r = gen(param, state)
    until state == nil
    return s
end
methods.sum = method0(sum)
exports.sum = export0(sum)

local product = function(gen, param, state)
    local p = 1
    local r = 1
    repeat
        p = p * r
        state, r = gen(param, state)
    until state == nil
    return p
end
methods.product = method0(product)
exports.product = export0(product)

local min_cmp = function(m, n)
    if n < m then return n else return m end
end

local max_cmp = function(m, n)
    if n > m then return n else return m end
end

local min = function(gen, param, state)
    local state, m = gen(param, state)
    if state == nil then
        error("min: iterator is empty")
    end

    local cmp
    if type(m) == "number" then
        -- An optimization: use math.min for numbers
        cmp = math.min
    else
        cmp = min_cmp
    end

    for _, r in gen, param, state do
        m = cmp(m, r)
    end
    return m
end
methods.min = method0(min)
exports.min = export0(min)
methods.minimum = methods.min
exports.minimum = exports.min

local min_by = function(cmp, gen_x, param_x, state_x)
    local state_x, m = gen_x(param_x, state_x)
    if state_x == nil then
        error("min: iterator is empty")
    end

    for _, r in gen_x, param_x, state_x do
        m = cmp(m, r)
    end
    return m
end
methods.min_by = method1(min_by)
exports.min_by = export1(min_by)
methods.minimum_by = methods.min_by
exports.minimum_by = exports.min_by

local max = function(gen_x, param_x, state_x)
    local state_x, m = gen_x(param_x, state_x)
    if state_x == nil then
        error("max: iterator is empty")
    end

    local cmp
    if type(m) == "number" then
        -- An optimization: use math.max for numbers
        cmp = math.max
    else
        cmp = max_cmp
    end

    for _, r in gen_x, param_x, state_x do
        m = cmp(m, r)
    end
    return m
end
methods.max = method0(max)
exports.max = export0(max)
methods.maximum = methods.max
exports.maximum = exports.max

local max_by = function(cmp, gen_x, param_x, state_x)
    local state_x, m = gen_x(param_x, state_x)
    if state_x == nil then
        error("max: iterator is empty")
    end

    for _, r in gen_x, param_x, state_x do
        m = cmp(m, r)
    end
    return m
end
methods.max_by = method1(max_by)
exports.max_by = export1(max_by)
methods.maximum_by = methods.maximum_by
exports.maximum_by = exports.maximum_by

local totable = function(gen_x, param_x, state_x)
    local tab, key, val = {}
    while true do
        state_x, val = gen_x(param_x, state_x)
        if state_x == nil then
            break
        end
        table.insert(tab, val)
    end
    return tab
end
methods.totable = method0(totable)
exports.totable = export0(totable)

local tomap = function(gen_x, param_x, state_x)
    local tab, key, val = {}
    while true do
        state_x, key, val = gen_x(param_x, state_x)
        if state_x == nil then
            break
        end
        tab[key] = val
    end
    return tab
end
methods.tomap = method0(tomap)
exports.tomap = export0(tomap)

--------------------------------------------------------------------------------
-- Transformations
--------------------------------------------------------------------------------

local map_gen = function(param, state)
    local gen_x, param_x, fun = param[1], param[2], param[3]
    return call_if_not_empty(fun, gen_x(param_x, state))
end

local map = function(fun, gen, param, state)
    return wrap(map_gen, {gen, param, fun}, state)
end
methods.map = method1(map)
exports.map = export1(map)

local enumerate_gen_call = function(state, i, state_x, ...)
    if state_x == nil then
        return nil
    end
    return {i + 1, state_x}, i, ...
end

local enumerate_gen = function(param, state)
    local gen_x, param_x = param[1], param[2]
    local i, state_x = state[1], state[2]
    return enumerate_gen_call(state, i, gen_x(param_x, state_x))
end

local enumerate = function(gen, param, state)
    return wrap(enumerate_gen, {gen, param}, {1, state})
end
methods.enumerate = method0(enumerate)
exports.enumerate = export0(enumerate)

local intersperse_call = function(i, state_x, ...)
    if state_x == nil then
        return nil
    end
    return {i + 1, state_x}, ...
end

local intersperse_gen = function(param, state)
    local x, gen_x, param_x = param[1], param[2], param[3]
    local i, state_x = state[1], state[2]
    if i % 2 == 1 then
        return {i + 1, state_x}, x
    else
        return intersperse_call(i, gen_x(param_x, state_x))
    end
end

-- TODO: interperse must not add x to the tail
local intersperse = function(x, gen, param, state)
    return wrap(intersperse_gen, {x, gen, param}, {0, state})
end
methods.intersperse = method1(intersperse)
exports.intersperse = export1(intersperse)

--------------------------------------------------------------------------------
-- Compositions
--------------------------------------------------------------------------------

local function zip_gen_r(param, state, state_new, ...)
    if #state_new == #param / 2 then
        return state_new, ...
    end

    local i = #state_new + 1
    local gen_x, param_x = param[2 * i - 1], param[2 * i]
    local state_x, r = gen_x(param_x, state[i])
    if state_x == nil then
        return nil
    end
    table.insert(state_new, state_x)
    return zip_gen_r(param, state, state_new, r, ...)
end

local zip_gen = function(param, state)
    return zip_gen_r(param, state, {})
end

-- A special hack for zip/chain to skip last two state, if a wrapped iterator
-- has been passed
local numargs = function(...)
    local n = select('#', ...)
    if n >= 3 then
        -- Fix last argument
        local it = select(n - 2, ...)
        if type(it) == 'table' and getmetatable(it) == iterator_mt and
           it.param == select(n - 1, ...) and it.state == select(n, ...) then
            return n - 2
        end
    end
    return n
end

local zip = function(...)
    local n = numargs(...)
    if n == 0 then
        return wrap(nil_gen, nil, nil)
    end
    local param = { [2 * n] = 0 }
    local state = { [n] = 0 }

    local i, gen_x, param_x, state_x
    for i=1,n,1 do
        local it = select(n - i + 1, ...)
        gen_x, param_x, state_x = rawiter(it)
        param[2 * i - 1] = gen_x
        param[2 * i] = param_x
        state[i] = state_x
    end

    return wrap(zip_gen, param, state)
end
methods.zip = zip
exports.zip = zip

local cycle_gen_call = function(param, state_x, ...)
    if state_x == nil then
        local gen_x, param_x, state_x0 = param[1], param[2], param[3]
        return gen_x(param_x, deepcopy(state_x0))
    end
    return state_x, ...
end

local cycle_gen = function(param, state_x)
    local gen_x, param_x, state_x0 = param[1], param[2], param[3]
    return cycle_gen_call(param, gen_x(param_x, state_x))
end

local cycle = function(gen, param, state)
    return wrap(cycle_gen, {gen, param, state}, deepcopy(state))
end
methods.cycle = method0(cycle)
exports.cycle = export0(cycle)

-- call each other
local chain_gen_r1
local chain_gen_r2 = function(param, state, state_x, ...)
    if state_x == nil then
        local i = state[1]
        i = i + 1
        if param[3 * i - 1] == nil then
            return nil
        end
        local state_x = param[3 * i]
        return chain_gen_r1(param, {i, state_x})
    end
    return {state[1], state_x}, ...
end

chain_gen_r1 = function(param, state)
    local i, state_x = state[1], state[2]
    local gen_x, param_x = param[3 * i - 2], param[3 * i - 1]
    return chain_gen_r2(param, state, gen_x(param_x, state[2]))
end

local chain = function(...)
    local n = numargs(...)
    if n == 0 then
        return wrap(nil_gen, nil, nil)
    end

    local param = { [3 * n] = 0 }
    local i, gen_x, param_x, state_x
    for i=1,n,1 do
        local elem = select(i, ...)
        gen_x, param_x, state_x = iter(elem)
        param[3 * i - 2] = gen_x
        param[3 * i - 1] = param_x
        param[3 * i] = state_x
    end

    return wrap(chain_gen_r1, param, {1, param[3]})
end
methods.chain = chain
exports.chain = chain

--------------------------------------------------------------------------------
-- Operators
--------------------------------------------------------------------------------

local operator = {
    ----------------------------------------------------------------------------
    -- Comparison operators
    ----------------------------------------------------------------------------
    lt  = function(a, b) return a < b end,
    le  = function(a, b) return a <= b end,
    eq  = function(a, b) return a == b end,
    ne  = function(a, b) return a ~= b end,
    ge  = function(a, b) return a >= b end,
    gt  = function(a, b) return a > b end,

    ----------------------------------------------------------------------------
    -- Arithmetic operators
    ----------------------------------------------------------------------------
    add = function(a, b) return a + b end,
    div = function(a, b) return a / b end,
    floordiv = function(a, b) return math.floor(a/b) end,
    intdiv = function(a, b)
        local q = a / b
        if a >= 0 then return math.floor(q) else return math.ceil(q) end
    end,
    mod = function(a, b) return a % b end,
    mul = function(a, b) return a * b end,
    neq = function(a) return -a end,
    unm = function(a) return -a end, -- an alias
    pow = function(a, b) return a ^ b end,
    sub = function(a, b) return a - b end,
    truediv = function(a, b) return a / b end,

    ----------------------------------------------------------------------------
    -- String operators
    ----------------------------------------------------------------------------
    concat = function(a, b) return a..b end,
    len = function(a) return #a end,
    length = function(a) return #a end, -- an alias

    ----------------------------------------------------------------------------
    -- Logical operators
    ----------------------------------------------------------------------------
    land = function(a, b) return a and b end,
    lor = function(a, b) return a or b end,
    lnot = function(a) return not a end,
    truth = function(a) return not not a end,
}
exports.operator = operator
methods.operator = operator
exports.op = operator
methods.op = operator

--------------------------------------------------------------------------------
-- module definitions
--------------------------------------------------------------------------------

-- a special syntax sugar to export all functions to the global table
setmetatable(exports, {
    __call = function(t, override)
        for k, v in pairs(t) do
            if rawget(_G, k) ~= nil then
                local msg = 'function ' .. k .. ' already exists in global scope.'
                if override then
                    rawset(_G, k, v)
                    mw.log('WARNING: ' .. msg .. ' Overwritten.')
                else
                    mw.log('NOTICE: ' .. msg .. ' Skipped.')
                end
            else
                rawset(_G, k, v)
            end
        end
    end,
})

return exports