--[[ Copyright (c) 2017, Vsevolod Stakhov Licensed under the Apache License, Version 2.0 (the "License"); you may not use this file except in compliance with the License. You may obtain a copy of the License at http://www.apache.org/licenses/LICENSE-2.0 Unless required by applicable law or agreed to in writing, software distributed under the License is distributed on an "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. See the License for the specific language governing permissions and limitations under the License. ]]-- --[[[ -- @module lua_util -- This module contains utility functions for working with Lua and/or Rspamd --]] local exports = {} local lpeg = require 'lpeg' local rspamd_util = require "rspamd_util" local fun = require "fun" local lupa = require "lupa" local split_grammar = {} local spaces_split_grammar local space = lpeg.S' \t\n\v\f\r' local nospace = 1 - space local ptrim = space^0 * lpeg.C((space^0 * nospace^1)^0) local match = lpeg.match lupa.configure('{%', '%}', '{=', '=}', '{#', '#}', { keep_trailing_newline = true, autoescape = false, }) lupa.filters.pbkdf = function(s) local cr = require "rspamd_cryptobox" return cr.pbkdf(s) end local function rspamd_str_split(s, sep) local gr if not sep then if not spaces_split_grammar then local _sep = space local elem = lpeg.C((1 - _sep)^0) local p = lpeg.Ct(elem * (_sep * elem)^0) spaces_split_grammar = p end gr = spaces_split_grammar else gr = split_grammar[sep] if not gr then local _sep if type(sep) == 'string' then _sep = lpeg.S(sep) -- Assume set else _sep = sep -- Assume lpeg object end local elem = lpeg.C((1 - _sep)^0) local p = lpeg.Ct(elem * (_sep * elem)^0) gr = p split_grammar[sep] = gr end end return gr:match(s) end --[[[ -- @function lua_util.str_split(text, deliminator) -- Splits text into a numeric table by deliminator -- @param {string} text deliminated text -- @param {string} deliminator the deliminator -- @return {table} numeric table containing string parts --]] exports.rspamd_str_split = rspamd_str_split exports.str_split = rspamd_str_split exports.rspamd_str_trim = function(s) return match(ptrim, s) end --[[[ -- @function lua_util.round(number, decimalPlaces) -- Round number to fixed number of decimal points -- @param {number} number number to round -- @param {number} decimalPlaces number of decimal points -- @return {number} rounded number --]] -- Robert Jay Gould http://lua-users.org/wiki/SimpleRound exports.round = function(num, numDecimalPlaces) local mult = 10^(numDecimalPlaces or 0) return math.floor(num * mult) / mult end --[[[ -- @function lua_util.template(text, replacements) -- Replaces values in a text template -- Variable names can contain letters, numbers and underscores, are prefixed with `$` and may or not use curly braces. -- @param {string} text text containing variables -- @param {table} replacements key/value pairs for replacements -- @return {string} string containing replaced values -- @example -- local goop = lua_util.template("HELLO $FOO ${BAR}!", {['FOO'] = 'LUA', ['BAR'] = 'WORLD'}) -- -- goop contains "HELLO LUA WORLD!" --]] exports.template = function(tmpl, keys) local var_lit = lpeg.P { lpeg.R("az") + lpeg.R("AZ") + lpeg.R("09") + "_" } local var = lpeg.P { (lpeg.P("$") / "") * ((var_lit^1) / keys) } local var_braced = lpeg.P { (lpeg.P("${") / "") * ((var_lit^1) / keys) * (lpeg.P("}") / "") } local template_grammar = lpeg.Cs((var + var_braced + 1)^0) return lpeg.match(template_grammar, tmpl) end local function enrich_template_with_globals(env) local newenv = exports.shallowcopy(env) newenv.paths = rspamd_paths newenv.env = rspamd_env return newenv end --[[[ -- @function lua_util.jinja_template(text, env[, skip_global_env]) -- Replaces values in a text template according to jinja2 syntax -- @param {string} text text containing variables -- @param {table} replacements key/value pairs for replacements -- @param {boolean} skip_global_env don't export Rspamd superglobals -- @return {string} string containing replaced values -- @example -- lua_util.jinja_template("HELLO {{FOO}} {{BAR}}!", {['FOO'] = 'LUA', ['BAR'] = 'WORLD'}) -- "HELLO LUA WORLD!" --]] exports.jinja_template = function(text, env, skip_global_env) if not skip_global_env then env = enrich_template_with_globals(env) end return lupa.expand(text, env) end --[[[ -- @function lua_util.jinja_file(filename, env[, skip_global_env]) -- Replaces values in a text template according to jinja2 syntax -- @param {string} filename name of file to expand -- @param {table} replacements key/value pairs for replacements -- @param {boolean} skip_global_env don't export Rspamd superglobals -- @return {string} string containing replaced values -- @example -- lua_util.jinja_template("HELLO {{FOO}} {{BAR}}!", {['FOO'] = 'LUA', ['BAR'] = 'WORLD'}) -- "HELLO LUA WORLD!" --]] exports.jinja_template_file = function(filename, env, skip_global_env) if not skip_global_env then env = enrich_template_with_globals(env) end return lupa.expand_file(filename, env) end exports.remove_email_aliases = function(email_addr) local function check_gmail_user(addr) -- Remove all points local no_dots_user = string.gsub(addr.user, '%.', '') local cap, pluses = string.match(no_dots_user, '^([^%+][^%+]*)(%+.*)$') if cap then return cap, rspamd_str_split(pluses, '+'), nil elseif no_dots_user ~= addr.user then return no_dots_user,{},nil end return nil end local function check_address(addr) if addr.user then local cap, pluses = string.match(addr.user, '^([^%+][^%+]*)(%+.*)$') if cap then return cap, rspamd_str_split(pluses, '+'), nil end end return nil end local function set_addr(addr, new_user, new_domain) if new_user then addr.user = new_user end if new_domain then addr.domain = new_domain end if addr.domain then addr.addr = string.format('%s@%s', addr.user, addr.domain) else addr.addr = string.format('%s@', addr.user) end if addr.name and #addr.name > 0 then addr.raw = string.format('"%s" <%s>', addr.name, addr.addr) else addr.raw = string.format('<%s>', addr.addr) end end local function check_gmail(addr) local nu, tags, nd = check_gmail_user(addr) if nu then return nu, tags, nd end return nil end local function check_googlemail(addr) local nd = 'gmail.com' local nu, tags = check_gmail_user(addr) if nu then return nu, tags, nd end return nil, nil, nd end local specific_domains = { ['gmail.com'] = check_gmail, ['googlemail.com'] = check_googlemail, } if email_addr then if email_addr.domain and specific_domains[email_addr.domain] then local nu, tags, nd = specific_domains[email_addr.domain](email_addr) if nu or nd then set_addr(email_addr, nu, nd) return nu, tags end else local nu, tags, nd = check_address(email_addr) if nu or nd then set_addr(email_addr, nu, nd) return nu, tags end end return nil end end exports.is_rspamc_or_controller = function(task) local ua = task:get_request_header('User-Agent') or '' local pwd = task:get_request_header('Password') local is_rspamc = false if tostring(ua) == 'rspamc' or pwd then is_rspamc = true end return is_rspamc end --[[[ -- @function lua_util.unpack(table) -- Converts numeric table to varargs -- This is `unpack` on Lua 5.1/5.2/LuaJIT and `table.unpack` on Lua 5.3 -- @param {table} table numerically indexed table to unpack -- @return {varargs} unpacked table elements --]] local unpack_function = table.unpack or unpack exports.unpack = function(t) return unpack_function(t) end --[[[ -- @function lua_util.spairs(table) -- Like `pairs` but keys are sorted lexicographically -- @param {table} table table containing key/value pairs -- @return {function} generator function returning key/value pairs --]] -- Sorted iteration: -- for k,v in spairs(t) do ... end -- -- or with custom comparison: -- for k, v in spairs(t, function(t, a, b) return t[a] < t[b] end) -- -- optional limit is also available (e.g. return top X elements) local function spairs(t, order, lim) -- collect the keys local keys = {} for k in pairs(t) do keys[#keys+1] = k end -- if order function given, sort by it by passing the table and keys a, b, -- otherwise just sort the keys if order then table.sort(keys, function(a,b) return order(t, a, b) end) else table.sort(keys) end -- return the iterator function local i = 0 return function() i = i + 1 if not lim or i <= lim then if keys[i] then return keys[i], t[keys[i]] end end end end exports.spairs = spairs --[[[ -- @function lua_util.disable_module(modname, how) -- Disables a plugin -- @param {string} modname name of plugin to disable -- @param {string} how 'redis' to disable redis, 'config' to disable startup --]] local function disable_module(modname, how) if rspamd_plugins_state.enabled[modname] then rspamd_plugins_state.enabled[modname] = nil end if how == 'redis' then rspamd_plugins_state.disabled_redis[modname] = {} elseif how == 'config' then rspamd_plugins_state.disabled_unconfigured[modname] = {} elseif how == 'experimental' then rspamd_plugins_state.disabled_experimental[modname] = {} else rspamd_plugins_state.disabled_failed[modname] = {} end end exports.disable_module = disable_module --[[[ -- @function lua_util.disable_module(modname) -- Checks experimental plugins state and disable if needed -- @param {string} modname name of plugin to check -- @return {boolean} true if plugin should be enabled, false otherwise --]] local function check_experimental(modname) if rspamd_config:experimental_enabled() then return true else disable_module(modname, 'experimental') end return false end exports.check_experimental = check_experimental --[[[ -- @function lua_util.list_to_hash(list) -- Converts numerically-indexed table to table indexed by values -- @param {table} list numerically-indexed table or string, which is treated as a one-element list -- @return {table} table indexed by values -- @example -- local h = lua_util.list_to_hash({"a", "b"}) -- -- h contains {a = true, b = true} --]] local function list_to_hash(list) if type(list) == 'table' then if list[1] then local h = {} for _, e in ipairs(list) do h[e] = true end return h else return list end elseif type(list) == 'string' then local h = {} h[list] = true return h end end exports.list_to_hash = list_to_hash --[[[ -- @function lua_util.parse_time_interval(str) -- Parses human readable time interval -- Accepts 's' for seconds, 'm' for minutes, 'h' for hours, 'd' for days, -- 'w' for weeks, 'y' for years -- @param {string} str input string -- @return {number|nil} parsed interval as seconds (might be fractional) --]] local function parse_time_interval(str) local function parse_time_suffix(s) if s == 's' then return 1 elseif s == 'm' then return 60 elseif s == 'h' then return 3600 elseif s == 'd' then return 86400 elseif s == 'w' then return 86400 * 7 elseif s == 'y' then return 365 * 86400; end end local digit = lpeg.R("09") local parser = {} parser.integer = (lpeg.S("+-") ^ -1) * (digit ^ 1) parser.fractional = (lpeg.P(".") ) * (digit ^ 1) parser.number = (parser.integer * (parser.fractional ^ -1)) + (lpeg.S("+-") * parser.fractional) parser.time = lpeg.Cf(lpeg.Cc(1) * (parser.number / tonumber) * ((lpeg.S("smhdwy") / parse_time_suffix) ^ -1), function (acc, val) return acc * val end) local t = lpeg.match(parser.time, str) return t end exports.parse_time_interval = parse_time_interval --[[[ -- @function lua_util.dehumanize_number(str) -- Parses human readable number -- Accepts 'k' for thousands, 'm' for millions, 'g' for billions, 'b' suffix for 1024 multiplier, -- e.g. `10mb` equal to `10 * 1024 * 1024` -- @param {string} str input string -- @return {number|nil} parsed number --]] local function dehumanize_number(str) local function parse_suffix(s) if s == 'k' then return 1000 elseif s == 'm' then return 1000000 elseif s == 'g' then return 1e9 elseif s == 'kb' then return 1024 elseif s == 'mb' then return 1024 * 1024 elseif s == 'gb' then return 1024 * 1024; end end local digit = lpeg.R("09") local parser = {} parser.integer = (lpeg.S("+-") ^ -1) * (digit ^ 1) parser.fractional = (lpeg.P(".") ) * (digit ^ 1) parser.number = (parser.integer * (parser.fractional ^ -1)) + (lpeg.S("+-") * parser.fractional) parser.humanized_number = lpeg.Cf(lpeg.Cc(1) * (parser.number / tonumber) * (((lpeg.S("kmg") * (lpeg.P("b") ^ -1)) / parse_suffix) ^ -1), function (acc, val) return acc * val end) local t = lpeg.match(parser.humanized_number, str) return t end exports.dehumanize_number = dehumanize_number --[[[ -- @function lua_util.table_cmp(t1, t2) -- Compare two tables deeply --]] local function table_cmp(table1, table2) local avoid_loops = {} local function recurse(t1, t2) if type(t1) ~= type(t2) then return false end if type(t1) ~= "table" then return t1 == t2 end if avoid_loops[t1] then return avoid_loops[t1] == t2 end avoid_loops[t1] = t2 -- Copy keys from t2 local t2keys = {} local t2tablekeys = {} for k, _ in pairs(t2) do if type(k) == "table" then table.insert(t2tablekeys, k) end t2keys[k] = true end -- Let's iterate keys from t1 for k1, v1 in pairs(t1) do local v2 = t2[k1] if type(k1) == "table" then -- if key is a table, we need to find an equivalent one. local ok = false for i, tk in ipairs(t2tablekeys) do if table_cmp(k1, tk) and recurse(v1, t2[tk]) then table.remove(t2tablekeys, i) t2keys[tk] = nil ok = true break end end if not ok then return false end else -- t1 has a key which t2 doesn't have, fail. if v2 == nil then return false end t2keys[k1] = nil if not recurse(v1, v2) then return false end end end -- if t2 has a key which t1 doesn't have, fail. if next(t2keys) then return false end return true end return recurse(table1, table2) end exports.table_cmp = table_cmp --[[[ -- @function lua_util.table_cmp(task, name, value, stop_chars) -- Performs header folding --]] exports.fold_header = function(task, name, value, stop_chars) local how if task:has_flag("milter") then how = "lf" else how = task:get_newlines_type() end return rspamd_util.fold_header(name, value, how, stop_chars) end --[[[ -- @function lua_util.override_defaults(defaults, override) -- Overrides values from defaults with override --]] local function override_defaults(def, override) -- Corner cases if not override or type(override) ~= 'table' then return def end if not def or type(def) ~= 'table' then return override end local res = {} for k,v in pairs(override) do if type(v) == 'table' then if def[k] and type(def[k]) == 'table' then -- Recursively override elements res[k] = override_defaults(def[k], v) else res[k] = v end else res[k] = v end end for k,v in pairs(def) do if type(res[k]) == 'nil' then res[k] = v end end return res end exports.override_defaults = override_defaults --[[[ -- @function lua_util.extract_specific_urls(params) -- params: { - - task - - limit (default = 9999) - - esld_limit (default = 9999) n domains per eSLD (effective second level domain) works only if number of unique eSLD less than `limit` - - need_emails (default = false) - - filter (default = nil) - - prefix cache prefix (default = nil) -- } -- Apply heuristic in extracting of urls from task, this function -- tries its best to extract specific number of urls from a task based on -- their characteristics --]] -- exports.extract_specific_urls = function(params_or_task, limit, need_emails, filter, prefix) exports.extract_specific_urls = function(params_or_task, lim, need_emails, filter, prefix) local default_params = { limit = 9999, esld_limit = 9999, need_emails = false, filter = nil, prefix = nil } local params if type(params_or_task) == 'table' and type(lim) == 'nil' then params = params_or_task else -- Deprecated call params = { task = params_or_task, limit = lim, need_emails = need_emails, filter = filter, prefix = prefix } end for k,v in pairs(default_params) do if not params[k] then params[k] = v end end local cache_key if params.prefix then cache_key = params.prefix else cache_key = string.format('sp_urls_%d%s', params.limit, tostring(params.need_emails)) end local cached = params.task:cache_get(cache_key) if cached then return cached end local urls = params.task:get_urls(params.need_emails) if not urls then return {} end if params.filter then urls = fun.totable(fun.filter(params.filter, urls)) end if #urls <= params.limit and #urls <= params.esld_limit then params.task:cache_set(cache_key, urls) return urls end -- Filter by tld: local tlds = {} local eslds = {} local ntlds, neslds = 0, 0 local res = {} for _,u in ipairs(urls) do local esld = u:get_tld() if esld then if not eslds[esld] then eslds[esld] = {u} neslds = neslds + 1 else if #eslds[esld] < params.esld_limit then table.insert(eslds[esld], u) end end local parts = rspamd_str_split(esld, '.') local tld = table.concat(fun.totable(fun.tail(parts)), '.') if not tlds[tld] then tlds[tld] = {u} ntlds = ntlds + 1 else table.insert(tlds[tld], u) end -- Extract priority urls that are proven to be malicious if not u:is_html_displayed() then if u:is_obscured() then table.insert(res, u) else if u:get_user() then table.insert(res, u) elseif u:is_subject() or u:is_phished() then table.insert(res, u) end end end end end local limit = params.limit limit = limit - #res if limit <= 0 then limit = 1 end if neslds <= limit then -- We can get urls based on their eslds repeat local item_found = false for _,lurls in pairs(eslds) do if #lurls > 0 then table.insert(res, table.remove(lurls)) limit = limit - 1 item_found = true end end until limit <= 0 or not item_found params.task:cache_set(cache_key, urls) return res end if ntlds <= limit then while limit > 0 do for _,lurls in pairs(tlds) do if #lurls > 0 then table.insert(res, table.remove(lurls)) limit = limit - 1 end end end params.task:cache_set(cache_key, urls) return res end -- We need to sort tlds table first local tlds_keys = {} for k,_ in pairs(tlds) do table.insert(tlds_keys, k) end table.sort(tlds_keys, function (t1, t2) return #tlds[t1] < #tlds[t2] end) ntlds = #tlds_keys for i=1,ntlds / 2 do local tld1 = tlds[tlds_keys[i]] local tld2 = tlds[tlds_keys[ntlds - i]] if #tld1 > 0 then table.insert(res, table.remove(tld1)) limit = limit - 1 end if #tld2 > 0 then table.insert(res, table.remove(tld2)) limit = limit - 1 end if limit <= 0 then break end end params.task:cache_set(cache_key, urls) return res end --[[[ -- @function lua_util.deepcopy(table) -- params: { - - table -- } -- Performs deep copy of the table. Including metatables --]] local function deepcopy(orig) 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 setmetatable(copy, deepcopy(getmetatable(orig))) else -- number, string, boolean, etc copy = orig end return copy end exports.deepcopy = deepcopy --[[[ -- @function lua_util.shallowcopy(tbl) -- Performs shallow (and fast) copy of a table or another Lua type --]] exports.shallowcopy = function(orig) local orig_type = type(orig) local copy if orig_type == 'table' then copy = {} for orig_key, orig_value in pairs(orig) do copy[orig_key] = orig_value end else copy = orig end return copy end -- Debugging support local unconditional_debug = false local debug_modules = {} local debug_aliases = {} local log_level = 384 -- debug + forced (1 << 7 | 1 << 8) exports.init_debug_logging = function(config) local logger = require "rspamd_logger" -- Fill debug modules from the config local logging = config:get_all_opt('logging') if logging then local log_level_str = logging.level if log_level_str then if log_level_str == 'debug' then unconditional_debug = true end end if not unconditional_debug then if logging.debug_modules then for _,m in ipairs(logging.debug_modules) do debug_modules[m] = true logger.infox(config, 'enable debug for Lua module %s', m) end end if #debug_aliases > 0 then for alias,mod in pairs(debug_aliases) do if debug_modules[mod] then debug_modules[alias] = true logger.infox(config, 'enable debug for Lua module %s (%s aliased)', alias, mod) end end end end end end --[[[ -- @function lua_util.debugm(module, [log_object], format, ...) -- Performs fast debug log for a specific module --]] exports.debugm = function(mod, obj_or_fmt, fmt_or_something, ...) local logger = require "rspamd_logger" if unconditional_debug or debug_modules[mod] then if type(obj_or_fmt) == 'string' then logger.logx(log_level, mod, '', 2, obj_or_fmt, fmt_or_something, ...) else logger.logx(log_level, mod, obj_or_fmt, 2, fmt_or_something, ...) end end end --[[[ -- @function lua_util.add_debug_alias(mod, alias) -- Add debugging alias so logging to `alias` will be treated as logging to `mod` --]] exports.add_debug_alias = function(mod, alias) local logger = require "rspamd_logger" debug_aliases[alias] = mod if debug_modules[mod] then debug_modules[alias] = true logger.infox(rspamd_config, 'enable debug for Lua module %s (%s aliased)', alias, mod) end end ---[[[ -- @function lua_util.get_task_verdict(task) -- Returns verdict for a task + score if certain, must be called from idempotent filters only -- Returns string: -- * `spam`: if message have over reject threshold and has more than one positive rule -- * `junk`: if a message has between score between [add_header/rewrite subject] to reject thresholds and has more than two positive rules -- * `passthrough`: if a message has been passed through some short-circuit rule -- * `ham`: if a message has overall score below junk level **and** more than three negative rule, or negative total score -- * `uncertain`: all other cases --]] exports.get_task_verdict = function(task) local result = task:get_metric_result() if result then if result.passthrough then return 'passthrough',nil end local score = result.score local action = result.action if action == 'reject' and result.npositive > 1 then return 'spam',score elseif action == 'no action' then if score < 0 or result.nnegative > 3 then return 'ham',score end else -- All colors of junk if action == 'add header' or action == 'rewrite subject' then if result.npositive > 2 then return 'junk',score end end end return 'uncertain',score end end ---[[[ -- @function lua_util.maybe_obfuscate_string(subject, settings, prefix) -- Obfuscate string if enabled in settings. Also checks utf8 validity - if -- string is not valid utf8 then '???' is returned. Empty string returned as is. -- Supported settings: -- * _privacy = false - subject privacy is off -- * _privacy_alg = 'blake2' - default hash-algorithm to obfuscate subject -- * _privacy_prefix = 'obf' - prefix to show it's obfuscated -- * _privacy_length = 16 - cut the length of the hash; if 0 or fasle full hash is returned -- @return obfuscated or validated subject --]] exports.maybe_obfuscate_string = function(subject, settings, prefix) local hash = require 'rspamd_cryptobox_hash' if not subject or subject == '' then return subject elseif not rspamd_util.is_valid_utf8(subject) then subject = '???' elseif settings[prefix .. '_privacy'] then local hash_alg = settings[prefix .. '_privacy_alg'] or 'blake2' local subject_hash = hash.create_specific(hash_alg, subject) local strip_len = settings[prefix .. '_privacy_length'] if strip_len and strip_len > 0 then subject = subject_hash:hex():sub(1, strip_len) else subject = subject_hash:hex() end local privacy_prefix = settings[prefix .. '_privacy_prefix'] if privacy_prefix and #privacy_prefix > 0 then subject = privacy_prefix .. ':' .. subject end end return subject end ---[[[ -- @function lua_util.callback_from_string(str) -- Converts a string like `return function(...) end` to lua function or emits error using -- `rspamd_config` superglobal -- @return function object or nil --]]] exports.callback_from_string = function(str) local loadstring = loadstring or load local ret, res_or_err = pcall(loadstring(str)) if not ret or type(res_or_err) ~= 'function' then local rspamd_logger = require "rspamd_logger" rspamd_logger.errx(rspamd_config, 'invalid callback (%s) - must be a function', res_or_err) return nil end return res_or_err end ---[[[ -- @function lua_util.keys(t) -- Returns all keys from a specific table -- @param {table} t input table (or iterator triplet) -- @return array of keys --]]] exports.keys = function(gen, param, state) local keys = {} local i = 1 if param then for k,_ in fun.iter(gen, param, state) do rawset(keys, i, k) i = i + 1 end else for k,_ in pairs(gen) do rawset(keys, i, k) i = i + 1 end end return keys end ---[[[ -- @function lua_util.values(t) -- Returns all values from a specific table -- @param {table} t input table -- @return array of values --]]] exports.values = function(gen, param, state) local values = {} local i = 1 if param then for _,v in fun.iter(gen, param, state) do rawset(values, i, v) i = i + 1 end else for _,v in pairs(gen) do rawset(values, i, v) i = i + 1 end end return values end ---[[[ -- @function lua_util.distance_sorted(t1, t2) -- Returns distance between two sorted tables t1 and t2 -- @param {table} t1 input table -- @param {table} t2 input table -- @return distance between `t1` and `t2` --]]] exports.distance_sorted = function(t1, t2) local ncomp = #t1 local ndiff = 0 local i,j = 1,1 if ncomp < #t2 then ncomp = #t2 end for _=1,ncomp do if j > #t2 then ndiff = ndiff + ncomp - #t2 if i > j then ndiff = ndiff - (i - j) end break elseif i > #t1 then ndiff = ndiff + ncomp - #t1 if j > i then ndiff = ndiff - (j - i) end break end if t1[i] == t2[j] then i = i + 1 j = j + 1 elseif t1[i] < t2[j] then i = i + 1 ndiff = ndiff + 1 else j = j + 1 ndiff = ndiff + 1 end end return ndiff end return exports