# Rspamd selectors settings

Rspamd selectors is a Lua framework that allows functional extraction and processing of data from messages.

## Introduction

From version 1.8, Rspamd includes a framework to extract data from messages and use it further in plugins by means of transform functions. For example, you can extract SMTP from address and lowercase it by the following selector:

smtp_from.lower


or get a subject’s digest lowercased and truncated to 16 hex characters:

header('Subject').lower.digest('hex').substring(1, 16)


You can also operate with lists, e.g. lists of URLs:

urls:get_tld


Afterwards, these values can be used in various plugins:

Here is an example of Rspamd multimap rule that uses selectors to block bad Sendgrid senders using Invaluement SPBL:

# local.d/multimap.conf
INVALUEMENT_SENDGRID_ID {
type = "selector";
map = "https://www.invaluement.com/spdata/sendgrid-id-dnsbl.txt";
score = 6.0;
}

INVALUEMENT_SENDGRID_DOMAIN {
type = "selector";
map = "https://www.invaluement.com/spdata/sendgrid-envelopefromdomain-dnsbl.txt";
score = 6.0;
}


As you can see, this rule uses both maps expressions and selectors to get and transform data for querying in maps.

## Selectors syntax

Typically, a selector is composed of two parts:

1. Data definition (e.g. header or urls)
2. Optional data transformation method separated by :
3. Transform pipeline in which multiple functions, separated by dot operators (.), are chained together

You can also combine multiple selectors by using ; as a separator:

smtp_from.addr.lower;ip.addr


Both data definition and transformation functions support arguments separated by commas. Single and double quotes are supported to simplify escaping:

header('Subject').regexp("^A-Z{10,}.*")


### Data transformation method

Some data extractors return complex objects (or list of such a complex objects):

• table
• userdata (Lua object)

There are two possibilities to convert these complex objects to a simple ones (strings or list of strings): implicit conversion and using of the method/table key extraction.

1. For objects, implicit conversion is just calling of tostring while method is a plain method call. The following are equal: ip:to_string.lower and ip.lower. However, you can call different methods of the objects: urls:get_tld will return a list of strings with all eSLD parts of urls in the message. The only exception from this rule (from 2.7) is rspamd_text which can be traversed over the selectors pipeline without any conversation. This is done to preserve large strings to avoid Lua strings interning and allocation.

2. For tables, explicit conversion just extracts the specific key, for example, from:addr or from('mime'):name. Implicit conversion is a bit more complicated:

• If there is a field value in table it will be used for implicit conversion
• Otherwise, if there is a field addr in table it will be used for implicit conversion
• Otherwise table.concat(t, ' ') will be used for implicit conversion

### Null values

If data transformation function or any transform function returns nil, selector is completely ignored. For example, this property is utilised in in and not_in transformation functions. Here is a sample config for ratelimit module that uses in transformation combined with id to drop the original string.

user_workdays = {
selector = "user.lower;time('connect', '!%w').in(1, 2, 3, 4, 5).id('work')";
bucket = "10 / 1m";
};
user_weekends = {
selector = "user.lower;time('connect', '!%w').in(6, 7).id('weekends')";
bucket = "1 / 1m";
};


In this sample, user_weekdays will be completely ignored during weekends and, vice versa, user_weekends will not be used during the working days.

## Selectors combinations

In the previous example, the selector had multiple components:

• user.lower - extracts authenticated username and lowercases it
• time('connect', '!%w').in(6, 7).id('weekends') - if connection time is in the specified range, return string ‘weekends’

These two elements are separated by ; symbol. Modules will use these elements as a concatenated string, e.g. user@example.com:weekends (: symbol is used by ratelimit module as a separator).

But what if you want to use the same for, let’s say, recipients:

rcpt_weekends = {
selector = "rcpts.take_n(5).lower;time('connect', '!%w').in(6, 7).id('weekends')";
bucket = "1 / 1m";
};


In this sample, we take up to 5 recipients, extract address part, lowercase it and combine with a string weekends if the condition is satisfied. When a list of elements is concatenated with a string, then this string is appended (or prepended) to each element of the list:

rcpt1:weekends
rcpt2:weekends
rcpt3:weekends


It also works if you want to add prefix and suffix:

rcpt_weekends = {
bucket = "1 / 1m";
};


will be transformed to:

rcpt:rcpt1:weekends
rcpt:rcpt2:weekends
rcpt:rcpt3:weekends


Combining of lists with different number of entries is not recommended - in this case the shortest of the lists will be used:

id('rcpt');rcpts.take_n(5).lower;urls.get_host.lower


will produce a list that might have up to 5 elements and concatenate it with a prefix:

rcpt:rcpt1:example.com
rcpt:rcpt2:example2.com
rcpt:rcpt3:example3.com


## Data definition functions

Data definition part defines what exactly needs to be extracted. Here is the list of methods supported by Rspamd so far:

Extraction method Version Description
asn 1.8+ Get AS number (ASN module must be executed first)
attachments 1.8+ Get list of all attachments digests
country 1.8+ Get country (ASN module must be executed first)
digest 1.8+ Get content digest
emails 1.8+ Get list of all emails. If no arguments specified, returns list of url objects. Otherwise, calls a specific method, e.g. get_user
files 1.8+ Get all attachments files
from 1.8+ Get MIME or SMTP from (e.g. from('smtp') or from('mime'), uses any type by default)
header 1.8+ Get header with the name that is expected as an argument. The optional second argument accepts list of flags:
• full: returns all headers with this name with all data (like task:get_header_full())
• strong: use case sensitive match when matching header's name
helo 1.8+ Get helo value
id 1.8+ Return value from function’s argument or an empty string, For example, id('Something') returns a string ‘Something’
ip 1.8+ Get source IP address
languages 1.9+ Get languages met in a message
list 2.0+ Returns a list of values from its arguments or an empty list
messageid 2.6+ Get message ID
pool_var 1.8+ Get specific pool var. The first argument must be variable name, the second argument is optional and defines the type (string by default)
queueid 2.6+ Get queue ID
rcpts 1.8+ Get MIME or SMTP rcpts (e.g. rcpts('smtp') or rcpts('mime'), uses any type by default)
received 1.8+ Get list of received headers. If no arguments specified, returns list of tables. Otherwise, selects a specific element, e.g. by_hostname
request_header 1.8+ Get specific HTTP request header. The first argument must be header name.
symbol 2.6+ Get symbol with the name that is expected as first argument. Returns the symbol table (like task:get_symbol())
time 1.8+ Get task timestamp. The first argument is type:
• connect: connection timestamp (default)
• message: timestamp as defined by Date header
The second argument is optional time format, see os.date description
to 1.8+ Get principal recipient
uid 2.6+ Get ID of the task being processed
urls 1.8+ Get list of all urls. If no arguments specified, returns list of url objects. Otherwise, calls a specific method, e.g. get_tld
user 1.8+ Get authenticated user name

## Transformation functions

Transform method Version Description
append 2.0+ Appends a string or a strings list
apply_map 2.0+ Returns a value from some map corresponding to some key (or acts like a map function). Map name must be registered first!
digest 1.8+ Create a digest from a string. The first argument is encoding (hex, base32, base64), the second argument is optional hash type (blake2, sha256, sha1, sha512, md5)
drop_n 1.8+ Returns list without the first n elements
equal 2.0+ Boolean function equal. Returns either nil or its argument if input is equal to argument
filter_map 2.0+ Returns a value if it exists in some map (or acts like a filter function). Map name must be registered first!
first 1.8+ Returns the first element
id 1.8+ Drops input value and return values from function’s arguments or an empty string
in 1.8+ Boolean function in. Returns either nil or its input if input is in args list
inverse 2.0+ Inverses input. Empty string comes the first argument or true, non-empty string comes nil
ipmask 2.0+ Applies mask to IP address. The first argument is the mask for IPv4 addresses, the second is the mask for IPv6 addresses.
join 1.8+ Joins strings into a single string using separator in the argument
last 1.8+ Returns the last element
lower 1.8+ Returns the lowercased string
not_in 1.8+ Boolean function not in. Returns either nil or its input if input is not in args list
nth 1.8+ Returns the n-th element
prepend 2.0+ Prepends a string or a strings list
regexp 1.8+ Regexp matching
sort 2.0+ Sort strings lexicographically
substring 1.8+ Extracts substring. Arguments are equal to lua string.sub
take_n 1.8+ Returns the n first elements
to_ascii 2.6+ Returns the string with all non-ascii bytes replaced with the character given as second argument or ?
uniq 2.0+ Returns a list of unique elements (using a hash table - no order preserved!)

You can get the most recent list of all selector functions and the ability to test Rspamd selectors pipelines using the embedded Web Interface.

### Maps in transformations

From the version 2.0, Rspamd supports using of maps within selectors. It is done by adding maps to a special lua_selectors.maps table. This table must have name-value pairs where name is a symbolic name of map that could be used in transformation/extraction functions and value is the return of lua_maps.map_add_from_ucl. Here is an example:

local lua_selectors = require "lua_selectors"
local lua_maps = require "lua_maps"

'key value',
'key1 value1',
'key3 value1',
}, 'hash', 'test selectors maps')

local samples = {
["map filter"] = {
selector = "id('key').filter_map(test_map)",
expect = {'key'}
},
["map apply"] = {
selector = "id('key').apply_map(test_map)",
expect = {'value'}
},
["map filter list"] = {
selector = "list('key', 'key1', 'key2').filter_map(test_map)",
expect = {{'key', 'key1'}}
},
["map apply list"] = {
selector = "list('key', 'key1', 'key2', 'key3').apply_map(test_map)",
expect = {{'value', 'value1', 'value1'}}
},
["map apply list uniq"] = {
selector = "list('key', 'key1', 'key2', 'key3').apply_map(test_map).uniq",
expect = {{'value1', 'value'}}
},
}


## Type safety

All selectors provide type safety controls. It means that Rspamd checks if types within pipeline match each other. For example, rcpts extractor returns a list of addresses, and from returns a single address. If you need to lowercase this address you need to convert it to a string as the first step. This could be done by getting a specific element of this address, e.g. from.addr -> this returns a string (you could also get from.name to get a displayed name, for example). Each processor has its own list of the accepted types.

However, in the case of recipients, rcpt returns a list of addresses not a single address. Despite of this, you can still apply the same pipeline rcpts.addr.lower. This magic works as many processors could be functionally applied as a map:

elt1 -> f(elt1) -> elt1'
elt2 -> f(elt2) -> elt2'
elt3 -> f(elt3) -> elt3'


So a list of elements of type t is element-wise transformed using processor f forming a new list of type t1 (could be same as t). The length of the new list is the same.

For convenience, the final values could be transformed implicitly to their string form. For example, URLs, emails and IP addresses could be converted to strings implicitly.

Normally, you should not care about type safety unless you have type errors. This mechanism is intended to protect selectors architecture from users mistakes.

## Own selectors

You can add your own extractors and process functions. This should be done prior to using of these selectors somewhere else. For example, it is guaranteed that rspamd.local.lua is executed before any plugins initialisation so it is generally safe to register your functions there. Here is a small example about how to register your own extractors and processors.

local lua_selectors = require "lua_selectors" -- Import module

lua_selectors.register_extractor(rspamd_config, "get_something", {
get_value = function(task, args) -- mandatory field
return task:get_something(),'string' -- result + type
end,
description = 'Sample extractor' -- optional
})

lua_selectors.register_processor(rspamd_config, "append_string", {
types = {['string'] = true}, -- accepted types
process = function(input, type, args)
return input .. table.concat(args or {}),'string' -- result + type
end,
map_type = 'string', -- can be used in map like invocation, always return 'string' type
description = 'Adds all arguments to the input string'
})

-- List processor example
lua_selectors.register_transform(rspamd_config, "take_second", {
types = {['list'] = true}, -- accepted types
process = function(input, t)
return input[2],t:match('^(.*)_list$') -- second element and list type end, desctiption = 'Returns the second element of the list' })  You can use these functions in your selectors subsequently. ## Regular expressions selectors It is also possible to use selectors for Rspamd regexp module. The idea behind that is that you can use data extracted and processed by the selector framework to match it against different regular expression. First of all, you need to register a selector in regexp module (e.g. in rspamd.local.lua file): rspamd_config:register_re_selector('test', 'user.lower;header(Subject).lower', ' ')  The first argument represents a symbolic name of the selector that will be used further to reference it in re rules. The second argument is the selector in a usual syntax. The optional last argument defines a character that will be used to join selector parts. For instance, this selector will produce a value of authenticated user concatenated with Subject header’s value using a space character. Subsequently, you can reference this selector in regexp rules (order doesn’t matter, so you can use the name of selector even before its registration in the code). config['regexp']['TEST_SELECTOR_RE'] = { re = 'test=/user some subject/$',
score = 100500,
}


The syntax of regexp for selectors is somehow similar to the headers regexp: you define selector’s name followed by = and the regular expression itself and use $ as type. Omitting $ sign will tell Rspamd that you implicitly define header regexp, not a selector one. Hence, it is important to include this symbol. Alternatively, you can use a long syntax for re type:

config['regexp']['TEST_SELECTOR_RE'] = {
re = 'test=/user some subject/{selector}',
score = 100500,
}


If selector returns multiple values (e.g. recipients), then this regular expression would be matched against all elements in such a list. Hence, it might be important to include one_shot to avoid multiple symbols insertion if unintended:

rspamd_config:register_re_selector('test_rcpt', 'rcpts.addr.lower;header(Subject).lower', ' ')
config['regexp']['TEST_SELECTOR_RCPT'] = {
re = 'test_rcpt=/user@example.com some subject/{selector}',
score = 100500,
one_shot = true,
}


Data extracted via selector is cached internally, so you can reuse it safely in multiple regular expressions (in case of Hyperscan support multiple regular expressions will also be composed as usually).