/* * Copyright 2023 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. */ #ifndef CLASSIFIERS_H #define CLASSIFIERS_H #include "config.h" #include "mem_pool.h" #include "contrib/libev/ev.h" #define RSPAMD_DEFAULT_CLASSIFIER "bayes" /* Consider this value as 0 */ #define ALPHA 0.0001 #ifdef __cplusplus extern "C" { #endif struct rspamd_classifier_config; struct rspamd_task; struct rspamd_config; struct rspamd_classifier; struct token_node_s; struct rspamd_stat_classifier { char *name; gboolean (*init_func)(struct rspamd_config *cfg, struct ev_loop *ev_base, struct rspamd_classifier *cl); gboolean (*classify_func)(struct rspamd_classifier *ctx, GPtrArray *tokens, struct rspamd_task *task); gboolean (*learn_spam_func)(struct rspamd_classifier *ctx, GPtrArray *input, struct rspamd_task *task, gboolean is_spam, gboolean unlearn, GError **err); void (*fin_func)(struct rspamd_classifier *cl); }; /* Bayes algorithm */ gboolean bayes_init(struct rspamd_config *cfg, struct ev_loop *ev_base, struct rspamd_classifier *); gboolean bayes_classify(struct rspamd_classifier *ctx, GPtrArray *tokens, struct rspamd_task *task); gboolean bayes_learn_spam(struct rspamd_classifier *ctx, GPtrArray *tokens, struct rspamd_task *task, gboolean is_spam, gboolean unlearn, GError **err); void bayes_fin(struct rspamd_classifier *); /* Generic lua classifier */ gboolean lua_classifier_init(struct rspamd_config *cfg, struct ev_loop *ev_base, struct rspamd_classifier *); gboolean lua_classifier_classify(struct rspamd_classifier *ctx, GPtrArray *tokens, struct rspamd_task *task); gboolean lua_classifier_learn_spam(struct rspamd_classifier *ctx, GPtrArray *tokens, struct rspamd_task *task, gboolean is_spam, gboolean unlearn, GError **err); extern int rspamd_bayes_log_id; #define msg_debug_bayes(...) rspamd_conditional_debug_fast(NULL, task->from_addr, \ rspamd_bayes_log_id, "bayes", task->task_pool->tag.uid, \ G_STRFUNC, \ __VA_ARGS__) #define msg_debug_bayes_cfg(...) rspamd_conditional_debug_fast(NULL, NULL, \ rspamd_bayes_log_id, "bayes", cfg->cfg_pool->tag.uid, \ G_STRFUNC, \ __VA_ARGS__) #ifdef __cplusplus } #endif #endif