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--[[
Copyright (c) 2011-2015, Vsevolod Stakhov <vsevolod@highsecure.ru>
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.
]]--
-- Detect language of message and selects appropriate statfiles for it
-- Common labels for specific statfiles
local many_recipients_label = 'many recipients'
local undisclosed_recipients_label = 'undisclosed recipients'
local list_label = 'maillist'
local long_subject_label = 'long subject'
-- Get specific statfiles set based on message rules
local function get_specific_statfiles(classifier, task)
if not table.foreach then
table.foreach = function(t, f)
for k, v in pairs(t) do f(k, v) end
end
end
local spec_st = {}
-- More 5 recipients
local st_many = classifier:get_statfile_by_label(many_recipients_label)
if st_many then
rcpt = task:get_recipients(2)
if rcpt and table.maxn(rcpt) > 5 then
print(table.maxn(rcpt))
table.foreach(st_many, function(i,v) table.insert(spec_st,v) end)
end
end
-- Undisclosed
local st_undisc = classifier:get_statfile_by_label(undisclosed_recipients_label)
if st_undisc then
rcpt = task:get_recipients(2)
if rcpt and table.maxn(rcpt) == 0 then
table.foreach(st_undisc, function(i,v) table.insert(spec_st,v) end)
end
end
-- Maillist
local st_maillist = classifier:get_statfile_by_label(list_label)
if st_maillist then
local unsub_header = task:get_header_raw('List-Unsubscribe')
if unsub_header then
table.foreach(st_maillist, function(i,v) table.insert(spec_st,v) end)
end
end
-- Long subject
local st_longsubj = classifier:get_statfile_by_label(long_subject_label)
if st_longsubj then
local subj = task:get_header_raw('Subject')
if subj and string.len(subj) > 150 then
table.foreach(st_longsubj, function(i,v) table.insert(spec_st,v) end)
end
end
if table.maxn(spec_st) > 1 then
return spec_st
else
return nil
end
end
classifiers['bayes'] = function(classifier, task, is_learn, is_spam)
-- Subfunction for detection of message's language
local detect_language = function(task)
local parts = task:get_text_parts()
for _,p in ipairs(parts) do
local l = p:get_language()
if l then
return l
end
end
return nil
end
-- Main procedure
local selected = {}
local spec_st = get_specific_statfiles(classifier, task)
if spec_st then
if is_learn then
return spec_st
else
-- Merge tables
table.foreach(spec_st, function(i,v) table.insert(selected,v) end)
end
end
-- Detect statfile by language
language = detect_language(task)
if language then
-- Find statfiles with specified language
for _,st in ipairs(classifier:get_statfiles()) do
-- Skip labeled statfiles
if not st:get_label() then
local st_l = st:get_param('language')
if st_l and st_l == language then
-- Insert statfile with specified language
table.insert(selected, st)
end
end
end
if table.maxn(selected) > 1 then
return selected
end
end
-- Language not detected or specific language statfiles have not been found
for _,st in ipairs(classifier:get_statfiles()) do
-- Skip labeled statfiles
if not st:get_label() then
local st_l = st:get_param('language')
-- Insert only statfiles without language
if not st_l then
table.insert(selected, st)
end
end
end
if table.maxn(selected) > 1 then
return selected
end
return nil
end
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