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Mail::SpamAssassin::BaUsertContributedMail::SpamAssassin::BayesStore::Redis(3)
NAME
       Mail::SpamAssassin::BayesStore::Redis - Redis Bayesian Storage Module
       Implementation
DESCRIPTION
       This module implements a Redis based bayesian storage module.
       Apache SpamAssassin v3.4.0 introduces support for keeping a Bayes
       database on a Redis server, either running locally, or accessed over
       network. Similar to SQL backends, the database may be concurrently used
       by several hosts running SpamAssassin.
       The current implementation only supports a global Bayes database, i.e.
       per-recipient sub-databases are not supported. The Redis 2.6.* server
       supports access over IPv4 or over a Unix socket, starting with Redis
       version 2.8.0 also IPv6 is supported. Bear in mind that Redis server
       only offers limited access controls, so it is advisable to let the
       Redis server bind to a loopback interface only, or to use other
       mechanisms to limit access, such as local firewall rules.
       The Redis backend for Bayes can put a Lua scripting support in a Redis
       server to good use, improving performance. The Lua support is available
       in Redis server since version 2.6.  In absence of a Lua support, the
       Redis backend uses batched (pipelined) traditional Redis commands, so
       it should work with a Redis server version 2.4 (untested), although
       this is not recommended for busy sites.
       Expiration of token and 'seen' message id entries is left to the Redis
       server. There is no provision for manually expiring a database, so it
       is highly recommended to leave the setting bayes_auto_expire to its
       default value 1 (i.e. enabled).
       Example configuration:
         bayes_store_module  Mail::SpamAssassin::BayesStore::Redis
         bayes_sql_dsn       server=127.0.0.1:6379;password=foo;database=2
         bayes_token_ttl 21d
         bayes_seen_ttl   8d
         bayes_auto_expire 1
       A redis server with a Lua support (2.6 or higher) is recommended for
       performance reasons.
       The bayes_sql_dsn config variable has been hijacked for our purposes:
         bayes_sql_dsn
           Optional config parameters affecting a connection to a redis server.
           This is a semicolon-separated list of option=value pairs, where an option
           can be: server, password, database. Unrecognized options are silently
           ignored.
           The 'server' option specifies a socket on which a redis server is
           listening. It can be an absolute path of a Unix socket, or a host:port
           pair, where a host can be an IPv4 or IPv6 address or a host name.
           An IPv6 address must be enclosed in brackets, e.g. [::1]:6379
           (IPv6 support in a redis server is available since version 2.8.0).
           A default is to connect to an INET socket at 127.0.0.1, port 6379.
           The value of a 'password' option is sent in an AUTH command to a redis
           server on connecting if a server requests authentication. A password is
           sent in plain text and a redis server only offers an optional rudimentary
           authentication. To limit access to a redis server use its 'bind' option
           to bind to a specific interface (typically to a loopback interface),
           or use a host-based firewall.
           The value of a 'database' option can be an non-negative (small) integer,
           which is passed to a redis server with a SELECT command on connecting,
           and chooses a sub-database index. A default database index is 0.
           Example: server=localhost:6379;password=foo;database=2
         bayes_token_ttl
           Controls token expiry (ttl value in SECONDS, sent as-is to Redis)
           when bayes_auto_expire is true. Default value is 3 weeks (but check
           Mail::SpamAssassin::Conf.pm to make sure).
         bayes_seen_ttl
           Controls 'seen' expiry (ttl value in SECONDS, sent as-is to Redis)
           when bayes_auto_expire is true. Default value is 8 days (but check
           Mail::SpamAssassin::Conf.pm to make sure).
       Expiry is done internally in Redis using *_ttl settings mentioned
       above, but only if bayes_auto_expire is true (which is a default).
       This is why --force-expire etc does nothing, and token counts and atime
       values are shown as zero in statistics.
       LIMITATIONS: Only global bayes storage is implemented, per-user bayes
       is not currently available. Dumping (sa-learn --backup, or --dump) of a
       huge database may not be possible if all keys do not fit into process
       memory.
METHODS
   new
       public class (Mail::SpamAssassin::BayesStore::Redis) new
       (Mail::Spamassassin::Plugin::Bayes $bayes)
       Description: This methods creates a new instance of the
       Mail::SpamAssassin::BayesStore::Redis object.  It expects to be passed
       an instance of the Mail::SpamAssassin:Bayes object which is passed into
       the Mail::SpamAssassin::BayesStore parent object.
   prefork_init
       public instance (Boolean) prefork_init ();
       Description: This optional method is called in the parent process
       shortly before forking off child processes.
   spamd_child_init
       public instance (Boolean) spamd_child_init ();
       Description: This optional method is called in a child process shortly
       after being spawned.
   tie_db_readonly
       public instance (Boolean) tie_db_readonly ();
       Description: This method ensures that the database connection is
       properly setup and working.
   tie_db_writable
       public instance (Boolean) tie_db_writable ()
       Description: This method ensures that the database connection is
       properly setup and working. If necessary it will initialize the
       database so that they can begin using the database immediately.
   _open_db
       private instance (Boolean) _open_db (Boolean $writable)
       Description: This method ensures that the database connection is
       properly setup and working.  It will initialize bayes variables so that
       they can begin using the database immediately.
   untie_db
       public instance () untie_db ()
       Description: Closes any open db handles.  You can safely call this at
       any time.
   sync_due
       public instance (Boolean) sync_due ()
       Description: This method determines if a database sync is currently
       required.
       Unused for Redis implementation.
   expiry_due
       public instance (Boolean) expiry_due ()
       Description: This methods determines if an expire is due.
       Unused for Redis implementation.
   seen_get
       public instance (String) seen_get (string $msgid)
       Description: This method retrieves the stored value, if any, for
       $msgid.  The return value is the stored string ('s' for spam and 'h'
       for ham) or undef if $msgid is not found.
   seen_put
       public (Boolean) seen_put (string $msgid, char $flag)
       Description: This method records $msgid as the type given by $flag.
       $flag is one of two values 's' for spam and 'h' for ham.
   seen_delete
       public instance (Boolean) seen_delete (string $msgid)
       Description: This method removes $msgid from the database.
   get_storage_variables
       public instance (@) get_storage_variables ()
       Description: This method retrieves the various administrative variables
       used by the Bayes process and database.
       The values returned in the array are in the following order:
       0: scan count base 1: number of spam 2: number of ham 3: number of
       tokens in db 4: last expire atime 5: oldest token in db atime 6: db
       version value 7: last journal sync 8: last atime delta 9: last expire
       reduction count 10: newest token in db atime
       Only 1,2,6 are used with Redis, others return zero always.
   get_running_expire_tok
       public instance (String $time) get_running_expire_tok ()
       Description: This method determines if an expire is currently running
       and returns the last time set.
   set_running_expire_tok
       public instance (String $time) set_running_expire_tok ()
       Description: This method sets the time that an expire starts running.
   remove_running_expire_tok
       public instance (Boolean) remove_running_expire_tok ()
       Description: This method removes the row in the database that indicates
       that and expire is currently running.
   tok_get
       public instance (Integer, Integer, Integer) tok_get (String $token)
       Description: This method retrieves a specified token ($token) from the
       database and returns its spam_count, ham_count and last access time.
   tok_get_all
       public instance (\@) tok_get (@ $tokens)
       Description: This method retrieves the specified tokens ($tokens) from
       storage and returns a ref to arrays spam count, ham count and last
       access time.
   tok_count_change
       public instance (Boolean) tok_count_change (
         Integer $dspam, Integer $dham, String $token, String $newatime)
       Description: This method takes a $spam_count and $ham_count and adds it
       to $tok along with updating $toks atime with $atime.
   multi_tok_count_change
       public instance (Boolean) multi_tok_count_change (
         Integer $dspam, Integer $dham, \% $tokens, String $newatime)
       Description: This method takes a $dspam and $dham and adds it to all of
       the tokens in the $tokens hash ref along with updating each token's
       atime with $atime.
   nspam_nham_get
       public instance ($spam_count, $ham_count) nspam_nham_get ()
       Description: This method retrieves the total number of spam and the
       total number of ham learned.
   nspam_nham_change
       public instance (Boolean) nspam_nham_change (Integer $num_spam,
                                                    Integer $num_ham)
       Description: This method updates the number of spam and the number of
       ham in the database.
   tok_touch
       public instance (Boolean) tok_touch (String $token,
                                            String $atime)
       Description: This method updates the given tokens ($token) atime.
       The assumption is that the token already exists in the database.
       We will never update to an older atime
   tok_touch_all
       public instance (Boolean) tok_touch (\@ $tokens
                                            String $atime)
       Description: This method does a mass update of the given list of tokens
       $tokens, if the existing token atime is < $atime.
   cleanup
       public instance (Boolean) cleanup ()
       Description: This method performs any cleanup necessary before moving
       onto the next operation.
   get_magic_re
       public instance (String) get_magic_re ()
       Description: This method returns a regexp which indicates a magic
       token.
   sync
       public instance (Boolean) sync (\% $opts)
       Description: This method performs a sync of the database
   perform_upgrade
       public instance (Boolean) perform_upgrade (\% $opts);
       Description: Performs an upgrade of the database from one version to
       another, not currently used in this implementation.
   clear_database
       public instance (Boolean) clear_database ()
       Description: This method deletes all records for a particular user.
       Callers should be aware that any errors returned by this method could
       causes the database to be inconsistent for the given user.
   dump_db_toks
       public instance () dump_db_toks (String $template, String $regex, Array
       @vars)
       Description: This method loops over all tokens, computing the
       probability for the token and then printing it out according to the
       passed in token.
   backup_database
       public instance (Boolean) backup_database ()
       Description: This method will dump the users database in a machine
       readable format.
   restore_database
       public instance (Boolean) restore_database (String $filename, Boolean
       $showdots)
       Description: This method restores a database from the given filename,
       $filename.
       Callers should be aware that any errors returned by this method could
       causes the database to be inconsistent for the given user.
   db_readable
       public instance (Boolean) db_readable()
       Description: This method returns a boolean value indicating if the
       database is in a readable state.
   db_writable
       public instance (Boolean) db_writable()
       Description: This method returns a boolean value indicating if the
       database is in a writable state.
perl v5.26.3                      2021Mail::SpamAssassin::BayesStore::Redis(3)