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Editing: lua_meta.lua

--[[
Copyright (c) 2022, Vsevolod Stakhov <vsevolod@rspamd.com>

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.
]] --

local exports = {}

local N = "metatokens"
local T = require "lua_shape.core"
local logger = require "rspamd_logger"
local lua_mime = require "lua_mime"

-- Metafunctions
local function meta_size_function(task)
  local sizes = {
    100,
    200,
    500,
    1000,
    2000,
    4000,
    10000,
    20000,
    30000,
    100000,
    200000,
    400000,
    800000,
    1000000,
    2000000,
    8000000,
  }

local size = task:get_size()
  for i = 1, #sizes do
    if sizes[i] >= size then
      return { (1.0 * i) / #sizes }
    end
  end

return { 0 }
end

local function meta_images_function(task)
  local images = task:get_images()
  local ntotal = 0
  local njpg = 0
  local npng = 0
  local nlarge = 0
  local nsmall = 0

if images then
    for _, img in ipairs(images) do
      if img:get_type() == 'png' then
        npng = npng + 1
      elseif img:get_type() == 'jpeg' then
        njpg = njpg + 1
      end

local w = img:get_width()
      local h = img:get_height()

if w > 0 and h > 0 then
        if w + h > 256 then
          nlarge = nlarge + 1
        else
          nsmall = nsmall + 1
        end
      end

ntotal = ntotal + 1
    end
  end
  if ntotal > 0 then
    njpg = 1.0 * njpg / ntotal
    npng = 1.0 * npng / ntotal
    nlarge = 1.0 * nlarge / ntotal
    nsmall = 1.0 * nsmall / ntotal
  end
  return { ntotal, npng, njpg, nlarge, nsmall } -- Fixed order to match names
end

local function meta_nparts_function(task)
  local nattachments = 0
  local ntextparts = 0
  local totalparts = 1

local tp = task:get_text_parts()
  if tp then
    ntextparts = #tp
  end

local parts = task:get_parts()

if parts then
    for _, p in ipairs(parts) do
      if p:is_attachment() then
        nattachments = nattachments + 1
      end
      totalparts = totalparts + 1
    end
  end

return { (1.0 * ntextparts) / totalparts, (1.0 * nattachments) / totalparts }
end

local function meta_encoding_function(task)
  local nutf = 0
  local nother = 0

local tp = task:get_text_parts()
  if tp and #tp > 0 then
    for _, p in ipairs(tp) do
      if p:is_utf() then
        nutf = nutf + 1
      else
        nother = nother + 1
      end
    end

return { nutf / #tp, nother / #tp }
  end

return { 0, 0 }
end

local function meta_recipients_function(task)
  local nmime = 0
  local nsmtp = 0

if task:has_recipients('mime') then
    nmime = #(task:get_recipients('mime'))
  end
  if task:has_recipients('smtp') then
    nsmtp = #(task:get_recipients('smtp'))
  end

if nmime > 0 then
    nmime = 1.0 / nmime
  end
  if nsmtp > 0 then
    nsmtp = 1.0 / nsmtp
  end

return { nmime, nsmtp }
end

local function meta_received_function(task)
  local count_factor = 0
  local invalid_factor = 0
  local rh = task:get_received_headers()
  local time_factor = 0
  local secure_factor = 0
  local fun = require "fun"

if rh and #rh > 0 then
    local ntotal = 0.0
    local init_time = 0

fun.each(function(rc)
        ntotal = ntotal + 1.0

if not rc.by_hostname then
          invalid_factor = invalid_factor + 1.0
        end
        if init_time == 0 and rc.timestamp then
          init_time = rc.timestamp
        elseif rc.timestamp then
          time_factor = time_factor + math.abs(init_time - rc.timestamp)
          init_time = rc.timestamp
        end
        if rc.flags and (rc.flags['ssl'] or rc.flags['authenticated']) then
          secure_factor = secure_factor + 1.0
        end
      end,
      fun.filter(function(rc)
        return not rc.flags or not rc.flags['artificial']
      end, rh))

if ntotal > 0 then
      invalid_factor = invalid_factor / ntotal
      secure_factor = secure_factor / ntotal
      count_factor = 1.0 / ntotal
    end

if time_factor ~= 0 then
      time_factor = 1.0 / time_factor
    end
  end

return { count_factor, invalid_factor, time_factor, secure_factor }
end

local function meta_urls_function(task)
  local has_urls, nurls = task:has_urls()
  if has_urls and nurls > 0 then
    return { 1.0 / nurls }
  end

return { 0 }
end

local function meta_words_function(task)
  local avg_len = task:get_mempool():get_variable("avg_words_len", "double") or 0.0
  local short_words = task:get_mempool():get_variable("short_words_cnt", "double") or 0.0
  local ret_len = 0

local lens = {
    2,
    3,
    4,
    5,
    6,
    7,
    8,
    9,
    10,
    15,
    20,
  }

for i = 1, #lens do
    if lens[i] >= avg_len then
      ret_len = (1.0 * i) / #lens
      break
    end
  end

local tp = task:get_text_parts()
  local wres = {
    0, -- spaces rate
    0, -- double spaces rate
    0, -- non spaces rate
    0, -- ascii characters rate
    0, -- non-ascii characters rate
    0, -- capital characters rate
    0, -- numeric characters
  }
  for _, p in ipairs(tp) do
    local stats = p:get_stats()
    local len = p:get_length()

if len > 0 then
      wres[1] = wres[1] + stats['spaces'] / len
      wres[2] = wres[2] + stats['double_spaces'] / len
      wres[3] = wres[3] + stats['non_spaces'] / len
      wres[4] = wres[4] + stats['ascii_characters'] / len
      wres[5] = wres[5] + stats['non_ascii_characters'] / len
      wres[6] = wres[6] + stats['capital_letters'] / len
      wres[7] = wres[7] + stats['numeric_characters'] / len
    end
  end

local ret = {
    ret_len,     -- avg_words_len (moved to match the names array)
    short_words, -- nshort_words
  }

local divisor = 1.0
  if #tp > 0 then
    divisor = #tp
  end

for _, wr in ipairs(wres) do
    table.insert(ret, wr / divisor)
  end

return ret
end

local function meta_html_features_function(task)
  local lt, http, ql, same, dom_total, max_per_dom = 0, 0, 0, 0, 0, 0
  local ft, fua, fa = 0, 0, 0

local sel_part = lua_mime.get_displayed_text_part(task)
  if sel_part and sel_part:is_html() then
    local html = sel_part:get_html()
    if html and html.get_features then
      local f = html:get_features()
      if f and f.links then
        lt = f.links.total_links or 0
        http = f.links.http_links or 0
        ql = f.links.query_links or 0
        same = f.links.same_etld1_links or 0
        dom_total = f.links.domains_total or 0
        max_per_dom = f.links.max_links_single_domain or 0
      end
      ft = f.forms_count or 0
      fua = f.forms_post_unaffiliated or 0
      fa = f.forms_post_affiliated or 0
    end
  end

local nhtml_links = 0
  local http_ratio = 0
  local query_ratio = 0
  local same_etld1_ratio = 0
  local domains_per_link_ratio = 0
  local max_links_per_domain_ratio = 0

if lt > 0 then
    nhtml_links = 1.0 / lt
    http_ratio = http / lt
    query_ratio = ql / lt
    same_etld1_ratio = same / lt
    domains_per_link_ratio = dom_total / lt
    max_links_per_domain_ratio = max_per_dom / lt
  end

local nhtml_forms = 0
  local forms_unaff_ratio = 0
  local forms_aff_ratio = 0

if ft > 0 then
    nhtml_forms = 1.0 / ft
    forms_unaff_ratio = fua / ft
    forms_aff_ratio = fa / ft
  end

return {
    nhtml_links,
    http_ratio,
    query_ratio,
    same_etld1_ratio,
    domains_per_link_ratio,
    max_links_per_domain_ratio,
    nhtml_forms,
    forms_unaff_ratio,
    forms_aff_ratio,
  }
end

local function meta_cta_function(task)
  local mp = task:get_mempool()
  local cta_aff = mp:get_variable("html_cta_affiliated", "double") or 0
  local cta_w = mp:get_variable("html_cta_weight", "double") or 0
  local aff_ratio = mp:get_variable("html_affiliated_links_ratio", "double") or 0
  local tr_ratio = mp:get_variable("html_trackerish_ratio", "double") or 0

return {
    cta_aff,
    cta_w,
    aff_ratio,
    tr_ratio,
  }
end

local function meta_html_visibility_function(task)
  local sel_part = lua_mime.get_displayed_text_part(task)
  local hidden_ratio, transparent_ratio = 0, 0
  local blkh, blkt, off, mref, mrefu = 0, 0, 0, 0, 0

if sel_part and sel_part:is_html() then
    local html = sel_part:get_html()
    if html and html.get_features then
      local f = html:get_features() or {}
      local vis = f.text_visible or 0
      local hid = f.text_hidden or 0
      local transp = f.text_transparent or 0
      local total = vis + hid
      if total > 0 then
        hidden_ratio = hid / total
        transparent_ratio = transp / total
      end
      blkh = f.blocks_hidden or 0
      blkt = f.blocks_transparent or 0
      off = f.offscreen_blocks or 0
      mref = f.meta_refresh or 0
      mrefu = f.meta_refresh_urls or 0
    end
  end

-- no mempool fallback; individual mempool exports were removed

return {
    hidden_ratio,
    transparent_ratio,
    blkh,
    blkt,
    off,
    mref,
    mrefu,
  }
end

local metafunctions = {
  {
    cb = meta_size_function,
    ninputs = 1,
    names = {
      "size"
    },
    description = 'Describes size of the message',
  },
  {
    cb = meta_images_function,
    ninputs = 5,
    -- 1 - number of images,
    -- 2 - number of png images,
    -- 3 - number of jpeg images
    -- 4 - number of large images (> 128 x 128)
    -- 5 - number of small images (< 128 x 128)
    names = {
      'nimages',
      'npng_images',
      'njpeg_images',
      'nlarge_images',
      'nsmall_images'
    },
    description = [[Functions for images matching:
    - number of images,
    - number of png images,
    - number of jpeg images
    - number of large images (> 128 x 128)
    - number of small images (< 128 x 128)
]]
  },
  {
    cb = meta_nparts_function,
    ninputs = 2,
    -- 1 - number of text parts
    -- 2 - number of attachments
    names = {
      'ntext_parts',
      'nattachments'
    },
    description = [[Functions for images matching:
    - number of text parts
    - number of attachments
]]
  },
  {
    cb = meta_encoding_function,
    ninputs = 2,
    -- 1 - number of utf parts
    -- 2 - number of non-utf parts
    names = {
      'nutf_parts',
      'nascii_parts'
    },
    description = [[Functions for encoding matching:
    - number of utf parts
    - number of non-utf parts
]]
  },
  {
    cb = meta_recipients_function,
    ninputs = 2,
    -- 1 - number of mime rcpt
    -- 2 - number of smtp rcpt
    names = {
      'nmime_rcpt',
      'nsmtp_rcpt'
    },
    description = [[Functions for recipients data matching:
    - number of mime rcpt
    - number of smtp rcpt
]]
  },
  {
    cb = meta_received_function,
    ninputs = 4,
    names = {
      'nreceived',
      'nreceived_invalid',
      'nreceived_bad_time',
      'nreceived_secure'
    },
    description = [[Functions for received headers data matching:
    - number of received headers
    - number of bad received headers
    - number of skewed time received headers
    - number of received via secured relays
]]
  },
  {
    cb = meta_urls_function,
    ninputs = 1,
    names = {
      'nurls'
    },
    description = [[Functions for urls data matching:
    - number of urls
]]
  },
  {
    cb = meta_words_function,
    ninputs = 9,
    names = {
      'avg_words_len',
      'nshort_words',
      'spaces_rate',
      'double_spaces_rate',
      'non_spaces_rate',
      'ascii_characters_rate',
      'non_ascii_characters_rate',
      'capital_characters_rate',
      'numeric_characters'
    },
    description = [[Functions for words data matching:
    - average length of the words
    - number of short words
    - rate of spaces in the text
    - rate of multiple spaces
    - rate of non space characters
    - rate of ascii characters
    - rate of non-ascii characters
    - rate of capital letters
    - rate of numbers
]]
  },
  {
    cb = meta_html_features_function,
    ninputs = 9,
    names = {
      'nhtml_links',
      'nhtml_http_links_ratio',
      'nhtml_query_links_ratio',
      'nhtml_same_etld1_links_ratio',
      'nhtml_domains_per_link_ratio',
      'nhtml_max_links_per_domain_ratio',
      'nhtml_forms',
      'nhtml_forms_unaffiliated_ratio',
      'nhtml_forms_affiliated_ratio',
    },
    description = [[HTML link/form aggregated features:
    - reciprocal of total links
    - ratio of http(s) links
    - ratio of links with query
    - ratio of links with same eTLD+1 as first-party
    - domains per link ratio
    - max links per single domain ratio
    - reciprocal of total forms
    - ratio of forms posting to unaffiliated domains
    - ratio of forms posting to affiliated domains
]]
  },
  {
    cb = meta_cta_function,
    ninputs = 4,
    names = {
      'html_cta_affiliated',
      'html_cta_weight',
      'html_affiliated_links_ratio',
      'html_trackerish_ratio',
    },
    description = [[CTA and affiliation metrics from lua_cta:
    - CTA affiliated flag
    - CTA weight heuristic
    - affiliated links ratio among candidates
    - trackerish domains ratio among candidates
]]
  },
  {
    cb = meta_html_visibility_function,
    ninputs = 7,
    names = {
      'html_hidden_text_ratio',
      'html_transparent_text_ratio',
      'html_hidden_blocks',
      'html_transparent_blocks',
      'html_offscreen_blocks',
      'html_meta_refresh',
      'html_meta_refresh_urls',
    },
    description = [[HTML hidden/offscreen/obfuscation features and meta refresh counters:
    - ratio of hidden text to total text
    - ratio of transparent text to total text
    - number of hidden text blocks appended
    - number of transparent blocks
    - number of offscreen-styled blocks
    - number of meta refresh tags
    - number of meta refresh URLs extracted
]]
  },
}

local meta_schema = T.table({
  cb = T.callable(),
  ninputs = T.number(),
  names = T.array(T.string()),
  description = T.string():optional()
})

local metatokens_by_name = {}

local function fill_metatokens_by_name()
  metatokens_by_name = {}

for _, mt in ipairs(metafunctions) do
    for i = 1, mt.ninputs do
      local name = mt.names[i]

metatokens_by_name[name] = function(task)
        local results = mt.cb(task)
        return results[i]
      end
    end
  end
end

local function calculate_digest()
  local cr = require "rspamd_cryptobox_hash"

local h = cr.create()
  for _, mt in ipairs(metafunctions) do
    for i = 1, mt.ninputs do
      local name = mt.names[i]
      h:update(name)
    end
  end

exports.digest = h:hex()
end

local function rspamd_gen_metatokens(task, names)
  local lua_util = require "lua_util"
  local ipairs = ipairs
  local metatokens = {}

if not names then
    local cached = task:cache_get('metatokens')

if cached then
      return cached
    else
      for _, mt in ipairs(metafunctions) do
        local ct = mt.cb(task)
        for i, tok in ipairs(ct) do
          lua_util.debugm(N, task, "metatoken: %s = %s",
            mt.names[i], tok)
          if tok ~= tok or tok == math.huge then
            logger.errx(task, 'metatoken %s returned %s; replace it with 0 for sanity',
              mt.names[i], tok)
            tok = 0.0
          end
          table.insert(metatokens, tok)
        end
      end

task:cache_set('metatokens', metatokens)
    end
  else
    for _, n in ipairs(names) do
      if metatokens_by_name[n] then
        local tok = metatokens_by_name[n](task)
        if tok ~= tok or tok == math.huge then
          logger.errx(task, 'metatoken %s returned %s; replace it with 0 for sanity',
            n, tok)
          tok = 0.0
        end
        table.insert(metatokens, tok)
      else
        logger.errx(task, 'unknown metatoken: %s', n)
      end
    end
  end

return metatokens
end

exports.rspamd_gen_metatokens = rspamd_gen_metatokens
exports.gen_metatokens = rspamd_gen_metatokens

local function rspamd_gen_metatokens_table(task)
  local metatokens = {}

for _, mt in ipairs(metafunctions) do
    local ct = mt.cb(task)
    for i, tok in ipairs(ct) do
      if tok ~= tok or tok == math.huge then
        logger.errx(task, 'metatoken %s returned %s; replace it with 0 for sanity',
          mt.names[i], tok)
        tok = 0.0
      end

metatokens[mt.names[i]] = tok
    end
  end

return metatokens
end

exports.rspamd_gen_metatokens_table = rspamd_gen_metatokens_table
exports.gen_metatokens_table = rspamd_gen_metatokens_table

local function rspamd_count_metatokens()
  local ipairs = ipairs
  local total = 0
  for _, mt in ipairs(metafunctions) do
    total = total + mt.ninputs
  end

return total
end

exports.rspamd_count_metatokens = rspamd_count_metatokens
exports.count_metatokens = rspamd_count_metatokens
exports.version = 3 -- MUST be increased on each change of metatokens

exports.add_metafunction = function(tbl)
  local ret, err = meta_schema(tbl)

if not ret then
    logger.errx('cannot add metafunction: %s', err)
  else
    table.insert(metafunctions, tbl)
    fill_metatokens_by_name()
    calculate_digest()
  end
end

fill_metatokens_by_name()
calculate_digest()

return exports

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