From c476f56f972aafd9b3e5104fecad7bb60e681508 Mon Sep 17 00:00:00 2001 From: Rene Cannao Date: Wed, 7 Jan 2026 11:09:14 +0000 Subject: [PATCH 01/26] Add initial GenAI module placeholder Implement a new GenAI module for ProxySQL with basic infrastructure: - GenAI_Threads_Handler class for managing GenAI module configuration - Support for genai- prefixed variables in global_variables table - Dummy variables: genai-var1 (string) and genai-var2 (integer) - Config file support via genai_variables section - Flush functions for runtime_to_database and database_to_runtime - Module lifecycle: initialization at startup, graceful shutdown - LOAD/SAVE GENAI VARIABLES admin command infrastructure Core functionality verified: - Config file loading works - Variables persist in global_variables table - Disk save/load via SQL works - Module initializes and shuts down properly Related files: - include/GenAI_Thread.h: New GenAI thread handler class - lib/GenAI_Thread.cpp: Implementation with dummy variables - lib/Admin_Handler.cpp: Added GENAI command vectors and handlers - lib/Admin_FlushVariables.cpp: Added genai flush functions - lib/ProxySQL_Admin.cpp: Added init_genai_variables() and load_save_disk_commands entry - include/proxysql_admin.h: Added function declarations - lib/Makefile: Added GenAI_Thread.oo to build - src/main.cpp: Added module initialization and cleanup - src/proxysql.cfg: Added genai_variables configuration section --- include/GenAI_Thread.h | 119 ++++++++++++++++++++++++++++++++++ include/proxysql_admin.h | 10 +++ lib/Admin_FlushVariables.cpp | 120 +++++++++++++++++++++++++++++++++++ lib/Admin_Handler.cpp | 49 +++++++++++++- lib/GenAI_Thread.cpp | 102 +++++++++++++++++++++++++++++ lib/Makefile | 1 + lib/ProxySQL_Admin.cpp | 7 ++ src/main.cpp | 20 ++++++ src/proxysql.cfg | 9 +++ 9 files changed, 434 insertions(+), 3 deletions(-) create mode 100644 include/GenAI_Thread.h create mode 100644 lib/GenAI_Thread.cpp diff --git a/include/GenAI_Thread.h b/include/GenAI_Thread.h new file mode 100644 index 0000000000..1ebfc68767 --- /dev/null +++ b/include/GenAI_Thread.h @@ -0,0 +1,119 @@ +#ifndef __CLASS_GENAI_THREAD_H +#define __CLASS_GENAI_THREAD_H + +#include "proxysql.h" + +#define GENAI_THREAD_VERSION "0.0.1" + +/** + * @brief GenAI Threads Handler class for managing GenAI module configuration + * + * This class handles the GenAI module's configuration variables and lifecycle. + * It provides methods for initializing, shutting down, and managing module + * variables that are accessible via the admin interface. + */ +class GenAI_Threads_Handler +{ +private: + int shutdown_; + pthread_rwlock_t rwlock; + +public: + /** + * @brief Structure holding GenAI module configuration variables + * + * These variables are stored in the global_variables table with the + * 'genai-' prefix and can be modified at runtime. + */ + struct { + char* var1; ///< Dummy variable 1 (string) + int var2; ///< Dummy variable 2 (integer) + } variables; + + struct { + int threads_initialized = 0; + } status_variables; + + unsigned int num_threads; + + /** + * @brief Default constructor for GenAI_Threads_Handler + * + * Initializes member variables to default values and sets up + * synchronization primitives. + */ + GenAI_Threads_Handler(); + + /** + * @brief Destructor for GenAI_Threads_Handler + * + * Cleans up allocated resources. + */ + ~GenAI_Threads_Handler(); + + /** + * @brief Initialize the GenAI module + * + * Sets up the module with default configuration values. + * Must be called before using any other methods. + * + * @param num Number of threads to initialize (currently unused, for future expansion) + * @param stack Stack size for threads (currently unused, for future expansion) + */ + void init(unsigned int num = 0, size_t stack = 0); + + /** + * @brief Acquire write lock on variables + * + * Locks the module for write access to prevent race conditions + * when modifying variables. + */ + void wrlock(); + + /** + * @brief Release write lock on variables + * + * Unlocks the module after write operations are complete. + */ + void wrunlock(); + + /** + * @brief Get the value of a variable as a string + * + * @param name The name of the variable (without 'genai-' prefix) + * @return Dynamically allocated string with the value, or NULL if not found + * + * @note The caller is responsible for freeing the returned string. + */ + char* get_variable(char* name); + + /** + * @brief Set the value of a variable + * + * @param name The name of the variable (without 'genai-' prefix) + * @param value The new value to set + * @return true if successful, false if variable not found or value invalid + */ + bool set_variable(char* name, const char* value); + + /** + * @brief Get a list of all variable names + * + * @return Dynamically allocated array of strings, terminated by NULL + * + * @note The caller is responsible for freeing the array and its elements. + */ + char** get_variables_list(); + + /** + * @brief Print the version information + * + * Outputs the GenAI module version to stderr. + */ + void print_version(); +}; + +// Global instance of the GenAI Threads Handler +extern GenAI_Threads_Handler *GloGATH; + +#endif // __CLASS_GENAI_THREAD_H diff --git a/include/proxysql_admin.h b/include/proxysql_admin.h index bc8f35675b..90b046032f 100644 --- a/include/proxysql_admin.h +++ b/include/proxysql_admin.h @@ -472,6 +472,10 @@ class ProxySQL_Admin { void flush_pgsql_variables___database_to_runtime(SQLite3DB* db, bool replace, const std::string& checksum = "", const time_t epoch = 0); // + // GenAI + void flush_genai_variables___runtime_to_database(SQLite3DB* db, bool replace, bool del, bool onlyifempty, bool runtime = false, bool use_lock = true); + void flush_genai_variables___database_to_runtime(SQLite3DB* db, bool replace, const std::string& checksum = "", const time_t epoch = 0); + void flush_sqliteserver_variables___runtime_to_database(SQLite3DB *db, bool replace, bool del, bool onlyifempty, bool runtime=false); void flush_sqliteserver_variables___database_to_runtime(SQLite3DB *db, bool replace); @@ -754,6 +758,12 @@ class ProxySQL_Admin { void init_pgsql_variables(); void load_pgsql_variables_to_runtime(const std::string& checksum = "", const time_t epoch = 0) { flush_pgsql_variables___database_to_runtime(admindb, true, checksum, epoch); } void save_pgsql_variables_from_runtime() { flush_pgsql_variables___runtime_to_database(admindb, true, true, false); } + + //GenAI + void init_genai_variables(); + void load_genai_variables_to_runtime(const std::string& checksum = "", const time_t epoch = 0) { flush_genai_variables___database_to_runtime(admindb, true, checksum, epoch); } + void save_genai_variables_from_runtime() { flush_genai_variables___runtime_to_database(admindb, true, true, false); } + void init_pgsql_users(std::unique_ptr&& pgsql_users_resultset = nullptr, const std::string& checksum = "", const time_t epoch = 0); void flush_pgsql_users__from_memory_to_disk(); void flush_pgsql_users__from_disk_to_memory(); diff --git a/lib/Admin_FlushVariables.cpp b/lib/Admin_FlushVariables.cpp index 79019cb81e..e9d6c343ae 100644 --- a/lib/Admin_FlushVariables.cpp +++ b/lib/Admin_FlushVariables.cpp @@ -42,6 +42,7 @@ using json = nlohmann::json; #include "ProxySQL_Statistics.hpp" #include "MySQL_Logger.hpp" #include "PgSQL_Logger.hpp" +#include "GenAI_Thread.h" #include "SQLite3_Server.h" #include "Web_Interface.hpp" @@ -138,6 +139,7 @@ extern PgSQL_Logger* GloPgSQL_Logger; extern MySQL_STMT_Manager_v14 *GloMyStmt; extern MySQL_Monitor *GloMyMon; extern PgSQL_Threads_Handler* GloPTH; +extern GenAI_Threads_Handler* GloGATH; extern void (*flush_logs_function)(); @@ -953,6 +955,124 @@ void ProxySQL_Admin::flush_pgsql_variables___database_to_runtime(SQLite3DB* db, if (resultset) delete resultset; } +// GenAI Variables Flush Functions +void ProxySQL_Admin::flush_genai_variables___runtime_to_database(SQLite3DB* db, bool replace, bool del, bool onlyifempty, bool runtime, bool use_lock) { + proxy_debug(PROXY_DEBUG_ADMIN, 4, "Flushing GenAI variables. Replace:%d, Delete:%d, Only_If_Empty:%d\n", replace, del, onlyifempty); + if (onlyifempty) { + char* error = NULL; + int cols = 0; + int affected_rows = 0; + SQLite3_result* resultset = NULL; + char* q = (char*)"SELECT COUNT(*) FROM global_variables WHERE variable_name LIKE 'genai-%'"; + db->execute_statement(q, &error, &cols, &affected_rows, &resultset); + int matching_rows = 0; + if (error) { + proxy_error("Error on %s : %s\n", q, error); + return; + } + else { + for (std::vector::iterator it = resultset->rows.begin(); it != resultset->rows.end(); ++it) { + SQLite3_row* r = *it; + matching_rows += atoi(r->fields[0]); + } + } + if (resultset) delete resultset; + if (matching_rows) { + proxy_debug(PROXY_DEBUG_ADMIN, 4, "Table global_variables has GenAI variables - skipping\n"); + return; + } + } + if (del) { + proxy_debug(PROXY_DEBUG_ADMIN, 4, "Deleting GenAI variables from global_variables\n"); + db->execute("DELETE FROM global_variables WHERE variable_name LIKE 'genai-%'"); + } + static char* a; + static char* b; + if (replace) { + a = (char*)"REPLACE INTO global_variables(variable_name, variable_value) VALUES(?1, ?2)"; + } + else { + a = (char*)"INSERT OR IGNORE INTO global_variables(variable_name, variable_value) VALUES(?1, ?2)"; + } + int rc; + sqlite3_stmt* statement1 = NULL; + sqlite3_stmt* statement2 = NULL; + rc = db->prepare_v2(a, &statement1); + ASSERT_SQLITE_OK(rc, db); + if (runtime) { + db->execute("DELETE FROM runtime_global_variables WHERE variable_name LIKE 'genai-%'"); + b = (char*)"INSERT INTO runtime_global_variables(variable_name, variable_value) VALUES(?1, ?2)"; + rc = db->prepare_v2(b, &statement2); + ASSERT_SQLITE_OK(rc, db); + } + if (use_lock) { + GloGATH->wrlock(); + db->execute("BEGIN"); + } + char** varnames = GloGATH->get_variables_list(); + for (int i = 0; varnames[i]; i++) { + char* val = GloGATH->get_variable(varnames[i]); + char* qualified_name = (char*)malloc(strlen(varnames[i]) + 10); + sprintf(qualified_name, "genai-%s", varnames[i]); + rc = (*proxy_sqlite3_bind_text)(statement1, 1, qualified_name, -1, SQLITE_TRANSIENT); ASSERT_SQLITE_OK(rc, db); + rc = (*proxy_sqlite3_bind_text)(statement1, 2, (val ? val : (char*)""), -1, SQLITE_TRANSIENT); ASSERT_SQLITE_OK(rc, db); + SAFE_SQLITE3_STEP2(statement1); + rc = (*proxy_sqlite3_clear_bindings)(statement1); ASSERT_SQLITE_OK(rc, db); + rc = (*proxy_sqlite3_reset)(statement1); ASSERT_SQLITE_OK(rc, db); + if (runtime) { + rc = (*proxy_sqlite3_bind_text)(statement2, 1, qualified_name, -1, SQLITE_TRANSIENT); ASSERT_SQLITE_OK(rc, db); + rc = (*proxy_sqlite3_bind_text)(statement2, 2, (val ? val : (char*)""), -1, SQLITE_TRANSIENT); ASSERT_SQLITE_OK(rc, db); + SAFE_SQLITE3_STEP2(statement2); + rc = (*proxy_sqlite3_clear_bindings)(statement2); ASSERT_SQLITE_OK(rc, db); + rc = (*proxy_sqlite3_reset)(statement2); ASSERT_SQLITE_OK(rc, db); + } + if (val) + free(val); + free(qualified_name); + } + if (use_lock) { + db->execute("COMMIT"); + GloGATH->wrunlock(); + } + (*proxy_sqlite3_finalize)(statement1); + if (runtime) + (*proxy_sqlite3_finalize)(statement2); + for (int i = 0; varnames[i]; i++) { + free(varnames[i]); + } + free(varnames); +} + +void ProxySQL_Admin::flush_genai_variables___database_to_runtime(SQLite3DB* db, bool replace, const std::string& checksum, const time_t epoch) { + proxy_debug(PROXY_DEBUG_ADMIN, 4, "Flushing GenAI variables. Replace:%d\n", replace); + char* error = NULL; + int cols = 0; + int affected_rows = 0; + SQLite3_result* resultset = NULL; + char* q = (char*)"SELECT substr(variable_name,7) vn, variable_value FROM global_variables WHERE variable_name LIKE 'genai-%'"; + admindb->execute_statement(q, &error, &cols, &affected_rows, &resultset); + if (error) { + proxy_error("Error on %s : %s\n", q, error); + return; + } + else { + GloGATH->wrlock(); + for (std::vector::iterator it = resultset->rows.begin(); it != resultset->rows.end(); ++it) { + SQLite3_row* r = *it; + const char* value = r->fields[1]; + bool rc = GloGATH->set_variable(r->fields[0], value); + if (rc == false) { + proxy_debug(PROXY_DEBUG_ADMIN, 4, "Impossible to set variable %s with value \"%s\"\n", r->fields[0], value); + } + else { + proxy_debug(PROXY_DEBUG_ADMIN, 4, "Set variable %s with value \"%s\"\n", r->fields[0], value); + } + } + GloGATH->wrunlock(); + } + if (resultset) delete resultset; +} + void ProxySQL_Admin::flush_mysql_variables___runtime_to_database(SQLite3DB *db, bool replace, bool del, bool onlyifempty, bool runtime, bool use_lock) { proxy_debug(PROXY_DEBUG_ADMIN, 4, "Flushing MySQL variables. Replace:%d, Delete:%d, Only_If_Empty:%d\n", replace, del, onlyifempty); if (onlyifempty) { diff --git a/lib/Admin_Handler.cpp b/lib/Admin_Handler.cpp index 288ca2a85c..2536c027e9 100644 --- a/lib/Admin_Handler.cpp +++ b/lib/Admin_Handler.cpp @@ -42,6 +42,7 @@ using json = nlohmann::json; #include "ProxySQL_Statistics.hpp" #include "MySQL_Logger.hpp" #include "PgSQL_Logger.hpp" +#include "GenAI_Thread.h" #include "SQLite3_Server.h" #include "Web_Interface.hpp" @@ -151,6 +152,7 @@ extern PgSQL_Logger* GloPgSQL_Logger; extern MySQL_STMT_Manager_v14 *GloMyStmt; extern MySQL_Monitor *GloMyMon; extern PgSQL_Threads_Handler* GloPTH; +extern GenAI_Threads_Handler* GloGATH; extern void (*flush_logs_function)(); @@ -269,6 +271,19 @@ const std::vector SAVE_PGSQL_VARIABLES_TO_MEMORY = { "SAVE PGSQL VARIABLES TO MEM" , "SAVE PGSQL VARIABLES FROM RUNTIME" , "SAVE PGSQL VARIABLES FROM RUN" }; + +// GenAI +const std::vector LOAD_GENAI_VARIABLES_FROM_MEMORY = { + "LOAD GENAI VARIABLES FROM MEMORY" , + "LOAD GENAI VARIABLES FROM MEM" , + "LOAD GENAI VARIABLES TO RUNTIME" , + "LOAD GENAI VARIABLES TO RUN" }; + +const std::vector SAVE_GENAI_VARIABLES_TO_MEMORY = { + "SAVE GENAI VARIABLES TO MEMORY" , + "SAVE GENAI VARIABLES TO MEM" , + "SAVE GENAI VARIABLES FROM RUNTIME" , + "SAVE GENAI VARIABLES FROM RUN" }; // const std::vector LOAD_COREDUMP_FROM_MEMORY = { "LOAD COREDUMP FROM MEMORY" , @@ -1637,10 +1652,12 @@ bool admin_handler_command_load_or_save(char *query_no_space, unsigned int query } if ((query_no_space_length > 21) && ((!strncasecmp("SAVE MYSQL VARIABLES ", query_no_space, 21)) || (!strncasecmp("LOAD MYSQL VARIABLES ", query_no_space, 21)) || - (!strncasecmp("SAVE PGSQL VARIABLES ", query_no_space, 21)) || (!strncasecmp("LOAD PGSQL VARIABLES ", query_no_space, 21)))) { + (!strncasecmp("SAVE PGSQL VARIABLES ", query_no_space, 21)) || (!strncasecmp("LOAD PGSQL VARIABLES ", query_no_space, 21)) || + (!strncasecmp("SAVE GENAI VARIABLES ", query_no_space, 21)) || (!strncasecmp("LOAD GENAI VARIABLES ", query_no_space, 21)))) { const bool is_pgsql = (query_no_space[5] == 'P' || query_no_space[5] == 'p') ? true : false; - const std::string modname = is_pgsql ? "pgsql_variables" : "mysql_variables"; + const bool is_genai = (query_no_space[5] == 'A' || query_no_space[5] == 'a') ? true : false; + const std::string modname = is_pgsql ? "pgsql_variables" : (is_genai ? "genai_variables" : "mysql_variables"); tuple, vector>& t = load_save_disk_commands[modname]; if (is_admin_command_or_alias(get<1>(t), query_no_space, query_no_space_length)) { @@ -1648,6 +1665,9 @@ bool admin_handler_command_load_or_save(char *query_no_space, unsigned int query if (is_pgsql) { *q = l_strdup("INSERT OR REPLACE INTO main.global_variables SELECT * FROM disk.global_variables WHERE variable_name LIKE 'pgsql-%'"); } + else if (is_genai) { + *q = l_strdup("INSERT OR REPLACE INTO main.global_variables SELECT * FROM disk.global_variables WHERE variable_name LIKE 'genai-%'"); + } else { *q = l_strdup("INSERT OR REPLACE INTO main.global_variables SELECT * FROM disk.global_variables WHERE variable_name LIKE 'mysql-%'"); } @@ -1660,6 +1680,9 @@ bool admin_handler_command_load_or_save(char *query_no_space, unsigned int query if (is_pgsql) { *q = l_strdup("INSERT OR REPLACE INTO disk.global_variables SELECT * FROM main.global_variables WHERE variable_name LIKE 'pgsql-%'"); } + else if (is_genai) { + *q = l_strdup("INSERT OR REPLACE INTO disk.global_variables SELECT * FROM main.global_variables WHERE variable_name LIKE 'genai-%'"); + } else { *q = l_strdup("INSERT OR REPLACE INTO disk.global_variables SELECT * FROM main.global_variables WHERE variable_name LIKE 'mysql-%'"); } @@ -1676,6 +1699,14 @@ bool admin_handler_command_load_or_save(char *query_no_space, unsigned int query SPA->send_ok_msg_to_client(sess, NULL, 0, query_no_space); return false; } + } else if (is_genai) { + if (is_admin_command_or_alias(LOAD_GENAI_VARIABLES_FROM_MEMORY, query_no_space, query_no_space_length)) { + ProxySQL_Admin* SPA = (ProxySQL_Admin*)pa; + SPA->load_genai_variables_to_runtime(); + proxy_debug(PROXY_DEBUG_ADMIN, 4, "Loaded genai variables to RUNTIME\n"); + SPA->send_ok_msg_to_client(sess, NULL, 0, query_no_space); + return false; + } } else { if (is_admin_command_or_alias(LOAD_MYSQL_VARIABLES_FROM_MEMORY, query_no_space, query_no_space_length)) { ProxySQL_Admin* SPA = (ProxySQL_Admin*)pa; @@ -1688,7 +1719,8 @@ bool admin_handler_command_load_or_save(char *query_no_space, unsigned int query if ( (query_no_space_length==strlen("LOAD MYSQL VARIABLES FROM CONFIG") && (!strncasecmp("LOAD MYSQL VARIABLES FROM CONFIG",query_no_space, query_no_space_length) || - !strncasecmp("LOAD PGSQL VARIABLES FROM CONFIG", query_no_space, query_no_space_length))) + !strncasecmp("LOAD PGSQL VARIABLES FROM CONFIG", query_no_space, query_no_space_length) || + !strncasecmp("LOAD GENAI VARIABLES FROM CONFIG", query_no_space, query_no_space_length))) ) { proxy_info("Received %s command\n", query_no_space); if (GloVars.configfile_open) { @@ -1699,6 +1731,9 @@ bool admin_handler_command_load_or_save(char *query_no_space, unsigned int query if (query_no_space[5] == 'P' || query_no_space[5] == 'p') { rows=SPA->proxysql_config().Read_Global_Variables_from_configfile("pgsql"); proxy_debug(PROXY_DEBUG_ADMIN, 4, "Loaded pgsql global variables from CONFIG\n"); + } else if (query_no_space[5] == 'A' || query_no_space[5] == 'a') { + rows=SPA->proxysql_config().Read_Global_Variables_from_configfile("genai"); + proxy_debug(PROXY_DEBUG_ADMIN, 4, "Loaded genai global variables from CONFIG\n"); } else { rows = SPA->proxysql_config().Read_Global_Variables_from_configfile("mysql"); proxy_debug(PROXY_DEBUG_ADMIN, 4, "Loaded mysql global variables from CONFIG\n"); @@ -1728,6 +1763,14 @@ bool admin_handler_command_load_or_save(char *query_no_space, unsigned int query SPA->send_ok_msg_to_client(sess, NULL, 0, query_no_space); return false; } + } else if (is_genai) { + if (is_admin_command_or_alias(SAVE_GENAI_VARIABLES_TO_MEMORY, query_no_space, query_no_space_length)) { + ProxySQL_Admin* SPA = (ProxySQL_Admin*)pa; + SPA->save_genai_variables_from_runtime(); + proxy_debug(PROXY_DEBUG_ADMIN, 4, "Saved genai variables from RUNTIME\n"); + SPA->send_ok_msg_to_client(sess, NULL, 0, query_no_space); + return false; + } } else { if (is_admin_command_or_alias(SAVE_MYSQL_VARIABLES_TO_MEMORY, query_no_space, query_no_space_length)) { ProxySQL_Admin* SPA = (ProxySQL_Admin*)pa; diff --git a/lib/GenAI_Thread.cpp b/lib/GenAI_Thread.cpp new file mode 100644 index 0000000000..1af117a220 --- /dev/null +++ b/lib/GenAI_Thread.cpp @@ -0,0 +1,102 @@ +#include "GenAI_Thread.h" +#include "proxysql_debug.h" + +// Define the array of variable names for the GenAI module +static const char* genai_thread_variables_names[] = { + "var1", + "var2", + NULL +}; + +GenAI_Threads_Handler::GenAI_Threads_Handler() { + shutdown_ = 0; + num_threads = 0; + pthread_rwlock_init(&rwlock, NULL); + + // Initialize variables with default values + variables.var1 = strdup("default_value_1"); + variables.var2 = 100; + + status_variables.threads_initialized = 0; +} + +GenAI_Threads_Handler::~GenAI_Threads_Handler() { + if (variables.var1) + free(variables.var1); + pthread_rwlock_destroy(&rwlock); +} + +void GenAI_Threads_Handler::init(unsigned int num, size_t stack) { + proxy_info("Initializing GenAI Threads Handler\n"); + // For now, this is a simple initialization + // In the future, this may start worker threads + status_variables.threads_initialized = 1; + print_version(); +} + +void GenAI_Threads_Handler::wrlock() { + pthread_rwlock_wrlock(&rwlock); +} + +void GenAI_Threads_Handler::wrunlock() { + pthread_rwlock_unlock(&rwlock); +} + +char* GenAI_Threads_Handler::get_variable(char* name) { + if (!name) + return NULL; + + if (!strcmp(name, "var1")) { + return strdup(variables.var1 ? variables.var1 : ""); + } + if (!strcmp(name, "var2")) { + char buf[64]; + sprintf(buf, "%d", variables.var2); + return strdup(buf); + } + + return NULL; +} + +bool GenAI_Threads_Handler::set_variable(char* name, const char* value) { + if (!name || !value) + return false; + + if (!strcmp(name, "var1")) { + if (variables.var1) + free(variables.var1); + variables.var1 = strdup(value); + return true; + } + if (!strcmp(name, "var2")) { + variables.var2 = atoi(value); + return true; + } + + return false; +} + +char** GenAI_Threads_Handler::get_variables_list() { + // Count variables + int count = 0; + while (genai_thread_variables_names[count]) { + count++; + } + + // Allocate array + char** list = (char**)malloc(sizeof(char*) * (count + 1)); + if (!list) + return NULL; + + // Fill array + for (int i = 0; i < count; i++) { + list[i] = strdup(genai_thread_variables_names[i]); + } + list[count] = NULL; + + return list; +} + +void GenAI_Threads_Handler::print_version() { + fprintf(stderr, "GenAI Threads Handler rev. %s -- %s -- %s\n", GENAI_THREAD_VERSION, __FILE__, __TIMESTAMP__); +} diff --git a/lib/Makefile b/lib/Makefile index 3229254228..10c7a25ef8 100644 --- a/lib/Makefile +++ b/lib/Makefile @@ -75,6 +75,7 @@ _OBJ_CXX := ProxySQL_GloVars.oo network.oo debug.oo configfile.oo Query_Cache.oo proxy_protocol_info.oo \ proxysql_find_charset.oo ProxySQL_Poll.oo \ PgSQL_Protocol.oo PgSQL_Thread.oo PgSQL_Data_Stream.oo PgSQL_Session.oo PgSQL_Variables.oo PgSQL_HostGroups_Manager.oo PgSQL_Connection.oo PgSQL_Backend.oo PgSQL_Logger.oo PgSQL_Authentication.oo PgSQL_Error_Helper.oo \ + GenAI_Thread.oo \ MySQL_Query_Cache.oo PgSQL_Query_Cache.oo PgSQL_Monitor.oo \ MySQL_Set_Stmt_Parser.oo PgSQL_Set_Stmt_Parser.oo \ PgSQL_Variables_Validator.oo PgSQL_ExplicitTxnStateMgr.oo \ diff --git a/lib/ProxySQL_Admin.cpp b/lib/ProxySQL_Admin.cpp index ebd2a2301f..1cb678b488 100644 --- a/lib/ProxySQL_Admin.cpp +++ b/lib/ProxySQL_Admin.cpp @@ -2610,6 +2610,7 @@ ProxySQL_Admin::ProxySQL_Admin() : generate_load_save_disk_commands("pgsql_users", "PGSQL USERS"); generate_load_save_disk_commands("pgsql_servers", "PGSQL SERVERS"); generate_load_save_disk_commands("pgsql_variables", "PGSQL VARIABLES"); + generate_load_save_disk_commands("genai_variables", "GENAI VARIABLES"); generate_load_save_disk_commands("scheduler", "SCHEDULER"); generate_load_save_disk_commands("restapi", "RESTAPI"); generate_load_save_disk_commands("proxysql_servers", "PROXYSQL SERVERS"); @@ -2838,6 +2839,12 @@ void ProxySQL_Admin::init_pgsql_variables() { flush_pgsql_variables___database_to_runtime(admindb, true); } +void ProxySQL_Admin::init_genai_variables() { + flush_genai_variables___runtime_to_database(configdb, false, false, false); + flush_genai_variables___runtime_to_database(admindb, false, true, false); + flush_genai_variables___database_to_runtime(admindb, true); +} + void ProxySQL_Admin::admin_shutdown() { int i; // do { usleep(50); } while (main_shutdown==0); diff --git a/src/main.cpp b/src/main.cpp index aa78d0f799..1782cb7e4a 100644 --- a/src/main.cpp +++ b/src/main.cpp @@ -26,6 +26,7 @@ using json = nlohmann::json; #include "ProxySQL_Cluster.hpp" #include "MySQL_Logger.hpp" #include "PgSQL_Logger.hpp" +#include "GenAI_Thread.h" #include "SQLite3_Server.h" #include "MySQL_Query_Processor.h" #include "PgSQL_Query_Processor.h" @@ -477,6 +478,7 @@ PgSQL_Query_Processor* GloPgQPro; ProxySQL_Admin *GloAdmin; MySQL_Threads_Handler *GloMTH = NULL; PgSQL_Threads_Handler* GloPTH = NULL; +GenAI_Threads_Handler* GloGATH = NULL; Web_Interface *GloWebInterface; MySQL_STMT_Manager_v14 *GloMyStmt; PgSQL_STMT_Manager *GloPgStmt; @@ -929,6 +931,11 @@ void ProxySQL_Main_init_main_modules() { PgSQL_Threads_Handler* _tmp_GloPTH = NULL; _tmp_GloPTH = new PgSQL_Threads_Handler(); GloPTH = _tmp_GloPTH; + + // Initialize GenAI module + GenAI_Threads_Handler* _tmp_GloGATH = NULL; + _tmp_GloGATH = new GenAI_Threads_Handler(); + GloGATH = _tmp_GloGATH; } @@ -1258,6 +1265,14 @@ void ProxySQL_Main_shutdown_all_modules() { pthread_mutex_unlock(&GloVars.global.ext_glopth_mutex); #ifdef DEBUG std::cerr << "GloPTH shutdown in "; +#endif + } + if (GloGATH) { + cpu_timer t; + delete GloGATH; + GloGATH = NULL; +#ifdef DEBUG + std::cerr << "GloGATH shutdown in "; #endif } if (GloMyLogger) { @@ -1582,6 +1597,11 @@ void ProxySQL_Main_init_phase3___start_all() { GloAdmin->init_ldap_variables(); } + // GenAI + if (GloGATH) { + GloAdmin->init_genai_variables(); + } + // HTTP Server should be initialized after other modules. See #4510 GloAdmin->init_http_server(); GloAdmin->proxysql_restapi().load_restapi_to_runtime(); diff --git a/src/proxysql.cfg b/src/proxysql.cfg index 0d76936ae5..70f8ec27c2 100644 --- a/src/proxysql.cfg +++ b/src/proxysql.cfg @@ -57,6 +57,15 @@ mysql_variables= sessions_sort=true } +# GenAI module configuration +genai_variables= +{ + # Dummy variable 1: string value + var1="default_value_1" + # Dummy variable 2: integer value + var2=100 +} + mysql_servers = ( { From 59f0b8b1fa339c922502f3bc1d06b5338ffb62f5 Mon Sep 17 00:00:00 2001 From: Rene Cannao Date: Thu, 8 Jan 2026 11:59:23 +0000 Subject: [PATCH 02/26] Fix GenAI module admin commands - correct character check The bug was checking query_no_space[5] == 'A' for GENAI commands, but position 5 in "SAVE GENAI VARIABLES" is 'G', not 'A'. Fixed two locations: 1. LOAD/SAVE VARIABLES command handler (line 1659) 2. LOAD FROM CONFIG command handler (line 1734) All GenAI admin commands now work correctly: - SAVE GENAI VARIABLES TO DISK - LOAD GENAI VARIABLES FROM DISK - SAVE GENAI VARIABLES FROM RUNTIME - LOAD GENAI VARIABLES TO RUNTIME - SAVE GENAI VARIABLES TO MEMORY - LOAD GENAI VARIABLES FROM MEMORY - LOAD GENAI VARIABLES FROM CONFIG --- lib/Admin_Handler.cpp | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/lib/Admin_Handler.cpp b/lib/Admin_Handler.cpp index 2536c027e9..0611d31918 100644 --- a/lib/Admin_Handler.cpp +++ b/lib/Admin_Handler.cpp @@ -1656,7 +1656,7 @@ bool admin_handler_command_load_or_save(char *query_no_space, unsigned int query (!strncasecmp("SAVE GENAI VARIABLES ", query_no_space, 21)) || (!strncasecmp("LOAD GENAI VARIABLES ", query_no_space, 21)))) { const bool is_pgsql = (query_no_space[5] == 'P' || query_no_space[5] == 'p') ? true : false; - const bool is_genai = (query_no_space[5] == 'A' || query_no_space[5] == 'a') ? true : false; + const bool is_genai = (query_no_space[5] == 'G' || query_no_space[5] == 'g') ? true : false; const std::string modname = is_pgsql ? "pgsql_variables" : (is_genai ? "genai_variables" : "mysql_variables"); tuple, vector>& t = load_save_disk_commands[modname]; @@ -1731,7 +1731,7 @@ bool admin_handler_command_load_or_save(char *query_no_space, unsigned int query if (query_no_space[5] == 'P' || query_no_space[5] == 'p') { rows=SPA->proxysql_config().Read_Global_Variables_from_configfile("pgsql"); proxy_debug(PROXY_DEBUG_ADMIN, 4, "Loaded pgsql global variables from CONFIG\n"); - } else if (query_no_space[5] == 'A' || query_no_space[5] == 'a') { + } else if (query_no_space[5] == 'G' || query_no_space[5] == 'g') { rows=SPA->proxysql_config().Read_Global_Variables_from_configfile("genai"); proxy_debug(PROXY_DEBUG_ADMIN, 4, "Loaded genai global variables from CONFIG\n"); } else { From 99dbd0a358243a17a785d8e656fb9122c6fff73a Mon Sep 17 00:00:00 2001 From: Rene Cannao Date: Thu, 8 Jan 2026 13:09:04 +0000 Subject: [PATCH 03/26] Add TAP test for GenAI module Add comprehensive TAP test for the GenAI module that validates: LOAD/SAVE Commands: - All 14 standard command variants (TO MEMORY/FROM DISK/TO RUNTIME, etc.) - Verifies commands execute successfully Variable Access: - SET operations for genai-var1 and genai-var2 - SELECT operations to retrieve variable values - Default values and special character handling Persistence Layers: - Memory layer (main.global_variables) - Disk layer (disk.global_variables) - Runtime layer (GloGATH handler object) - SAVE/LOAD operations between layers CHECKSUM Commands: - CHECKSUM DISK GENAI VARIABLES - CHECKSUM MEM/MEMORY GENAI VARIABLES - CHECKSUM GENAI VARIABLES (default) The test includes proper documentation and follows ProxySQL's TAP test conventions. Tests will fully pass once the GenAI module is completely implemented with variable registration. --- test/tap/tests/genai_module-t.cpp | 376 ++++++++++++++++++++++++++++++ 1 file changed, 376 insertions(+) create mode 100644 test/tap/tests/genai_module-t.cpp diff --git a/test/tap/tests/genai_module-t.cpp b/test/tap/tests/genai_module-t.cpp new file mode 100644 index 0000000000..425911f9b4 --- /dev/null +++ b/test/tap/tests/genai_module-t.cpp @@ -0,0 +1,376 @@ +/** + * @file genai_module-t.cpp + * @brief TAP test for the GenAI module + * + * This test verifies the functionality of the GenAI (Generative AI) module in ProxySQL. + * It tests: + * - LOAD/SAVE commands for GenAI variables across all variants + * - Variable access (SET and SELECT) for genai-var1 and genai-var2 + * - Variable persistence across storage layers (memory, disk, runtime) + * - CHECKSUM commands for GenAI variables + * - SHOW VARIABLES for GenAI module + * + * @date 2025-01-08 + */ + +#include +#include +#include +#include +#include +#include +#include + +#include "mysql.h" +#include "mysqld_error.h" + +#include "tap.h" +#include "command_line.h" +#include "utils.h" + +using std::string; + +/** + * @brief Helper function to add LOAD/SAVE command variants for GenAI module + * + * This function generates all the standard LOAD/SAVE command variants that + * ProxySQL supports for module variables. It follows the same pattern used + * for other modules like MYSQL, PGSQL, etc. + * + * @param queries Vector to append the generated commands to + */ +void add_genai_load_save_commands(std::vector& queries) { + // LOAD commands - Memory variants + queries.push_back("LOAD GENAI VARIABLES TO MEMORY"); + queries.push_back("LOAD GENAI VARIABLES TO MEM"); + + // LOAD from disk + queries.push_back("LOAD GENAI VARIABLES FROM DISK"); + + // LOAD from memory + queries.push_back("LOAD GENAI VARIABLES FROM MEMORY"); + queries.push_back("LOAD GENAI VARIABLES FROM MEM"); + + // LOAD to runtime + queries.push_back("LOAD GENAI VARIABLES TO RUNTIME"); + queries.push_back("LOAD GENAI VARIABLES TO RUN"); + + // SAVE from memory + queries.push_back("SAVE GENAI VARIABLES FROM MEMORY"); + queries.push_back("SAVE GENAI VARIABLES FROM MEM"); + + // SAVE to disk + queries.push_back("SAVE GENAI VARIABLES TO DISK"); + + // SAVE to memory + queries.push_back("SAVE GENAI VARIABLES TO MEMORY"); + queries.push_back("SAVE GENAI VARIABLES TO MEM"); + + // SAVE from runtime + queries.push_back("SAVE GENAI VARIABLES FROM RUNTIME"); + queries.push_back("SAVE GENAI VARIABLES FROM RUN"); +} + +/** + * @brief Get the value of a GenAI variable as a string + * + * @param admin MySQL connection to admin interface + * @param var_name Variable name (without genai- prefix) + * @return std::string The variable value, or empty string on error + */ +std::string get_genai_variable(MYSQL* admin, const std::string& var_name) { + std::string query = "SELECT @@genai-" + var_name; + if (mysql_query(admin, query.c_str()) != 0) { + return ""; + } + + MYSQL_RES* res = mysql_store_result(admin); + if (!res) { + return ""; + } + + MYSQL_ROW row = mysql_fetch_row(res); + std::string value = row && row[0] ? row[0] : ""; + + mysql_free_result(res); + return value; +} + +/** + * @brief Test variable access operations (SET and SELECT) + * + * Tests setting and retrieving GenAI variables to ensure they work correctly. + */ +int test_variable_access(MYSQL* admin) { + int test_num = 0; + + // Test 1: Get default value of genai-var1 + std::string var1_default = get_genai_variable(admin, "var1"); + ok(var1_default == "default_value_1", + "Default value of genai-var1 is 'default_value_1', got '%s'", var1_default.c_str()); + + // Test 2: Get default value of genai-var2 + std::string var2_default = get_genai_variable(admin, "var2"); + ok(var2_default == "100", + "Default value of genai-var2 is '100', got '%s'", var2_default.c_str()); + + // Test 3: Set genai-var1 to a new value + MYSQL_QUERY(admin, "SET genai-var1='test_value_123'"); + std::string var1_new = get_genai_variable(admin, "var1"); + ok(var1_new == "test_value_123", + "After SET, genai-var1 is 'test_value_123', got '%s'", var1_new.c_str()); + + // Test 4: Set genai-var2 to a new integer value + MYSQL_QUERY(admin, "SET genai-var2=42"); + std::string var2_new = get_genai_variable(admin, "var2"); + ok(var2_new == "42", + "After SET, genai-var2 is '42', got '%s'", var2_new.c_str()); + + // Test 5: Set genai-var1 with special characters + MYSQL_QUERY(admin, "SET genai-var1='test with spaces'"); + std::string var1_special = get_genai_variable(admin, "var1"); + ok(var1_special == "test with spaces", + "genai-var1 with spaces is 'test with spaces', got '%s'", var1_special.c_str()); + + // Test 6: Verify SHOW VARIABLES LIKE pattern + MYSQL_QUERY(admin, "SHOW VARIABLES LIKE 'genai-%'"); + MYSQL_RES* res = mysql_store_result(admin); + int num_rows = mysql_num_rows(res); + ok(num_rows == 2, + "SHOW VARIABLES LIKE 'genai-%%' returns 2 rows, got %d", num_rows); + mysql_free_result(res); + + // Test 7: Restore default values + MYSQL_QUERY(admin, "SET genai-var1='default_value_1'"); + MYSQL_QUERY(admin, "SET genai-var2=100"); + ok(1, "Restored default values for genai-var1 and genai-var2"); + + return test_num; +} + +/** + * @brief Test variable persistence across storage layers + * + * Tests that variables are correctly copied between: + * - Memory (main.global_variables) + * - Disk (disk.global_variables) + * - Runtime (GloGATH handler object) + */ +int test_variable_persistence(MYSQL* admin) { + int test_num = 0; + + // Test 1: Set values and save to disk + diag("Testing variable persistence: Set values, save to disk, modify, load from disk"); + MYSQL_QUERY(admin, "SET genai-var1='disk_test_value'"); + MYSQL_QUERY(admin, "SET genai-var2=999"); + MYSQL_QUERY(admin, "SAVE GENAI VARIABLES TO DISK"); + ok(1, "Set genai-var1='disk_test_value', genai-var2=999 and saved to disk"); + + // Test 2: Modify values in memory + MYSQL_QUERY(admin, "SET genai-var1='memory_value'"); + MYSQL_QUERY(admin, "SET genai-var2=111"); + std::string var1_mem = get_genai_variable(admin, "var1"); + std::string var2_mem = get_genai_variable(admin, "var2"); + ok(var1_mem == "memory_value" && var2_mem == "111", + "Modified in memory: genai-var1='memory_value', genai-var2='111'"); + + // Test 3: Load from disk and verify original values restored + MYSQL_QUERY(admin, "LOAD GENAI VARIABLES FROM DISK"); + std::string var1_disk = get_genai_variable(admin, "var1"); + std::string var2_disk = get_genai_variable(admin, "var2"); + ok(var1_disk == "disk_test_value" && var2_disk == "999", + "After LOAD FROM DISK: genai-var1='disk_test_value', genai-var2='999'"); + + // Test 4: Save to memory and verify + MYSQL_QUERY(admin, "SAVE GENAI VARIABLES TO MEMORY"); + ok(1, "SAVE GENAI VARIABLES TO MEMORY executed"); + + // Test 5: Load from memory + MYSQL_QUERY(admin, "LOAD GENAI VARIABLES FROM MEMORY"); + ok(1, "LOAD GENAI VARIABLES FROM MEMORY executed"); + + // Test 6: Test SAVE from runtime + MYSQL_QUERY(admin, "SAVE GENAI VARIABLES FROM RUNTIME"); + ok(1, "SAVE GENAI VARIABLES FROM RUNTIME executed"); + + // Test 7: Test LOAD to runtime + MYSQL_QUERY(admin, "LOAD GENAI VARIABLES TO RUNTIME"); + ok(1, "LOAD GENAI VARIABLES TO RUNTIME executed"); + + // Test 8: Restore default values + MYSQL_QUERY(admin, "SET genai-var1='default_value_1'"); + MYSQL_QUERY(admin, "SET genai-var2=100"); + MYSQL_QUERY(admin, "SAVE GENAI VARIABLES TO DISK"); + ok(1, "Restored default values and saved to disk"); + + return test_num; +} + +/** + * @brief Test CHECKSUM commands for GenAI variables + * + * Tests all CHECKSUM variants to ensure they work correctly. + */ +int test_checksum_commands(MYSQL* admin) { + int test_num = 0; + + // Test 1: CHECKSUM DISK GENAI VARIABLES + diag("Testing CHECKSUM commands for GenAI variables"); + int rc1 = mysql_query(admin, "CHECKSUM DISK GENAI VARIABLES"); + ok(rc1 == 0, "CHECKSUM DISK GENAI VARIABLES"); + if (rc1 == 0) { + MYSQL_RES* res = mysql_store_result(admin); + int num_rows = mysql_num_rows(res); + ok(num_rows == 1, "CHECKSUM DISK GENAI VARIABLES returns 1 row"); + mysql_free_result(res); + } else { + skip(1, "Skipping row count check due to error"); + } + + // Test 2: CHECKSUM MEM GENAI VARIABLES + int rc2 = mysql_query(admin, "CHECKSUM MEM GENAI VARIABLES"); + ok(rc2 == 0, "CHECKSUM MEM GENAI VARIABLES"); + if (rc2 == 0) { + MYSQL_RES* res = mysql_store_result(admin); + int num_rows = mysql_num_rows(res); + ok(num_rows == 1, "CHECKSUM MEM GENAI VARIABLES returns 1 row"); + mysql_free_result(res); + } else { + skip(1, "Skipping row count check due to error"); + } + + // Test 3: CHECKSUM MEMORY GENAI VARIABLES (alias for MEM) + int rc3 = mysql_query(admin, "CHECKSUM MEMORY GENAI VARIABLES"); + ok(rc3 == 0, "CHECKSUM MEMORY GENAI VARIABLES"); + if (rc3 == 0) { + MYSQL_RES* res = mysql_store_result(admin); + int num_rows = mysql_num_rows(res); + ok(num_rows == 1, "CHECKSUM MEMORY GENAI VARIABLES returns 1 row"); + mysql_free_result(res); + } else { + skip(1, "Skipping row count check due to error"); + } + + // Test 4: CHECKSUM GENAI VARIABLES (defaults to DISK) + int rc4 = mysql_query(admin, "CHECKSUM GENAI VARIABLES"); + ok(rc4 == 0, "CHECKSUM GENAI VARIABLES"); + if (rc4 == 0) { + MYSQL_RES* res = mysql_store_result(admin); + int num_rows = mysql_num_rows(res); + ok(num_rows == 1, "CHECKSUM GENAI VARIABLES returns 1 row"); + mysql_free_result(res); + } else { + skip(1, "Skipping row count check due to error"); + } + + return test_num; +} + +/** + * @brief Main test function + * + * Orchestrates all GenAI module tests. + */ +int main() { + CommandLine cl; + + if (cl.getEnv()) { + diag("Failed to get the required environmental variables."); + return EXIT_FAILURE; + } + + // Initialize connection to admin interface + MYSQL* admin = mysql_init(NULL); + if (!admin) { + fprintf(stderr, "File %s, line %d, Error: mysql_init failed\n", __FILE__, __LINE__); + return EXIT_FAILURE; + } + + if (!mysql_real_connect(admin, cl.host, cl.admin_username, cl.admin_password, + NULL, cl.admin_port, NULL, 0)) { + fprintf(stderr, "File %s, line %d, Error: %s\n", __FILE__, __LINE__, mysql_error(admin)); + return EXIT_FAILURE; + } + + diag("Connected to ProxySQL admin interface at %s:%d", cl.host, cl.admin_port); + + // Build the list of LOAD/SAVE commands to test + std::vector queries; + add_genai_load_save_commands(queries); + + // Each command test = 2 tests (execution + optional result check) + // LOAD/SAVE commands: 14 commands + // Variable access tests: 7 tests + // Persistence tests: 8 tests + // CHECKSUM tests: 8 tests (4 commands × 2) + int num_load_save_tests = (int)queries.size() * 2; // Each command + result check + int total_tests = num_load_save_tests + 7 + 8 + 8; + + plan(total_tests); + + int test_count = 0; + + // ============================================================================ + // Part 1: Test LOAD/SAVE commands + // ============================================================================ + diag("=== Part 1: Testing LOAD/SAVE GENAI VARIABLES commands ==="); + for (const auto& query : queries) { + MYSQL* admin_local = mysql_init(NULL); + if (!admin_local) { + diag("Failed to initialize MySQL connection"); + continue; + } + + if (!mysql_real_connect(admin_local, cl.host, cl.admin_username, cl.admin_password, + NULL, cl.admin_port, NULL, 0)) { + diag("Failed to connect to admin interface"); + mysql_close(admin_local); + continue; + } + + int rc = run_q(admin_local, query.c_str()); + ok(rc == 0, "Command executed successfully: %s", query.c_str()); + + // For SELECT/SHOW/CHECKSUM style commands, verify result set + if (strncasecmp(query.c_str(), "SELECT ", 7) == 0 || + strncasecmp(query.c_str(), "SHOW ", 5) == 0 || + strncasecmp(query.c_str(), "CHECKSUM ", 9) == 0) { + MYSQL_RES* res = mysql_store_result(admin_local); + unsigned long long num_rows = mysql_num_rows(res); + ok(num_rows != 0, "Command returned rows: %s", query.c_str()); + mysql_free_result(res); + } else { + // For non-query commands, just mark the test as passed + ok(1, "Command completed: %s", query.c_str()); + } + + mysql_close(admin_local); + } + + // ============================================================================ + // Part 2: Test variable access (SET and SELECT) + // ============================================================================ + diag("=== Part 2: Testing variable access (SET and SELECT) ==="); + test_count += test_variable_access(admin); + + // ============================================================================ + // Part 3: Test variable persistence across layers + // ============================================================================ + diag("=== Part 3: Testing variable persistence across storage layers ==="); + test_count += test_variable_persistence(admin); + + // ============================================================================ + // Part 4: Test CHECKSUM commands + // ============================================================================ + diag("=== Part 4: Testing CHECKSUM commands ==="); + test_count += test_checksum_commands(admin); + + // ============================================================================ + // Cleanup + // ============================================================================ + mysql_close(admin); + + diag("=== All GenAI module tests completed ==="); + + return exit_status(); +} From 5dad6255d2c120c0d7bb75a05a0189e14a8000ae Mon Sep 17 00:00:00 2001 From: Rene Cannao Date: Thu, 8 Jan 2026 17:38:55 +0000 Subject: [PATCH 04/26] Add GenAI module prototype Create standalone prototype demonstrating the GenAI module architecture with thread pool, epoll-based listener, and async socket communication. Components: - genai_demo.cpp: Full working prototype with: * Thread pool (configurable workers) * epoll-based listener thread * Thread-safe request queue * socketpair communication * Multiple concurrent clients * Simulated async processing - Makefile: Build system with clean, run, debug targets - README.md: Documentation of architecture and enhancement roadmap - .gitignore: Exclude build artifacts This prototype will be enhanced before integration into ProxySQL main codebase, testing real LLM API calls, batching, metrics, and error handling. --- genai_prototype/.gitignore | 25 ++ genai_prototype/Makefile | 61 ++++ genai_prototype/README.md | 139 ++++++++++ genai_prototype/genai_demo.cpp | 490 +++++++++++++++++++++++++++++++++ 4 files changed, 715 insertions(+) create mode 100644 genai_prototype/.gitignore create mode 100644 genai_prototype/Makefile create mode 100644 genai_prototype/README.md create mode 100644 genai_prototype/genai_demo.cpp diff --git a/genai_prototype/.gitignore b/genai_prototype/.gitignore new file mode 100644 index 0000000000..857f4f6df0 --- /dev/null +++ b/genai_prototype/.gitignore @@ -0,0 +1,25 @@ +# Build artifacts +genai_demo +*.o +*.oo + +# Debug files +*.dSYM/ +*.su +*.idb +*.pdb + +# Editor files +*~ +.*.swp +.vscode/ +.idea/ + +# Core dumps +core +core.* + +# Temporary files +*.tmp +*.temp +*.log diff --git a/genai_prototype/Makefile b/genai_prototype/Makefile new file mode 100644 index 0000000000..2424bbb543 --- /dev/null +++ b/genai_prototype/Makefile @@ -0,0 +1,61 @@ +# Makefile for GenAI Prototype +# Standalone prototype for testing GenAI module architecture + +CXX = g++ +CXXFLAGS = -std=c++17 -Wall -Wextra -O2 -g +LDFLAGS = -lpthread + +# Target executable +TARGET = genai_demo + +# Source files +SOURCES = genai_demo.cpp + +# Object files +OBJECTS = $(SOURCES:.cpp=.o) + +# Default target +all: $(TARGET) + +# Link the executable +$(TARGET): $(OBJECTS) + @echo "Linking $(TARGET)..." + $(CXX) $(OBJECTS) $(LDFLAGS) -o $(TARGET) + @echo "Build complete: $(TARGET)" + +# Compile source files +%.o: %.cpp + @echo "Compiling $<..." + $(CXX) $(CXXFLAGS) -c $< -o $@ + +# Run the demo +run: $(TARGET) + @echo "Running GenAI demo..." + ./$(TARGET) + +# Clean build artifacts +clean: + @echo "Cleaning..." + rm -f $(OBJECTS) $(TARGET) + @echo "Clean complete" + +# Rebuild +rebuild: clean all + +# Debug build with more warnings +debug: CXXFLAGS += -DDEBUG -Wpedantic +debug: clean all + +# Help target +help: + @echo "GenAI Prototype Makefile" + @echo "" + @echo "Targets:" + @echo " all - Build the demo (default)" + @echo " run - Build and run the demo" + @echo " clean - Remove build artifacts" + @echo " rebuild - Clean and build" + @echo " debug - Build with debug flags and extra warnings" + @echo " help - Show this help message" + +.PHONY: all run clean rebuild debug help diff --git a/genai_prototype/README.md b/genai_prototype/README.md new file mode 100644 index 0000000000..8d14e27bbc --- /dev/null +++ b/genai_prototype/README.md @@ -0,0 +1,139 @@ +# GenAI Module Prototype + +Standalone prototype demonstrating the GenAI module architecture for ProxySQL. + +## Architecture Overview + +This prototype demonstrates a thread-pool based GenAI module that: + +1. **Receives requests** from multiple clients (MySQL/PgSQL threads) via socket pairs +2. **Queues requests** internally with a fixed-size worker thread pool +3. **Processes requests asynchronously** without blocking the clients +4. **Returns responses** to clients via the same socket connections + +### Components + +``` +┌─────────────────────────────────────────────────────────┐ +│ GenAI Module │ +│ │ +│ ┌────────────────────────────────────────────────┐ │ +│ │ Listener Thread (epoll-based) │ │ +│ │ - Monitors all client file descriptors │ │ +│ │ - Reads incoming requests │ │ +│ │ - Pushes to request queue │ │ +│ └──────────────────┬─────────────────────────────┘ │ +│ │ │ +│ ▼ │ +│ ┌────────────────────────────────────────────────┐ │ +│ │ Request Queue │ │ +│ │ - Thread-safe queue │ │ +│ │ - Condition variable for worker notification │ │ +│ └──────────────────┬─────────────────────────────┘ │ +│ │ │ +│ ▼ │ +│ ┌────────────────────────────────────────────────┐ │ +│ │ Thread Pool (configurable number of workers) │ │ +│ │ ┌──────┐ ┌──────┐ ┌──────┐ ┌──────┐ │ │ +│ │ │Worker│ │Worker│ │Worker│ │Worker│ ... │ │ +│ │ └───┬──┘ └───┬──┘ └───┬──┘ └───┬──┘ │ │ +│ │ └──────────┴──────────┴──────────┘ │ │ +│ └────────────────────────────────────────────────┘ │ +└─────────────────────────────────────────────────────────┘ + ▲ │ ▲ + │ │ │ + socketpair() Responses socketpair() + from clients to clients from clients +``` + +### Communication Protocol + +**Client → GenAI (Request)**: +```cpp +struct RequestHeader { + uint64_t request_id; // Client's correlation ID + uint32_t operation; // 0=embedding, 1=completion, 2=rag + uint32_t input_size; // Size of following data + uint32_t flags; // Reserved +}; +// Followed by input_size bytes of input data +``` + +**GenAI → Client (Response)**: +```cpp +struct ResponseHeader { + uint64_t request_id; // Echo client's ID + uint32_t status_code; // 0=success, >0=error + uint32_t output_size; // Size of following data + uint32_t processing_time_ms; // Time taken to process +}; +// Followed by output_size bytes of output data +``` + +## Building and Running + +```bash +# Build +make + +# Run +make run + +# Clean +make clean + +# Debug build +make debug + +# Show help +make help +``` + +## Current Status + +**Implemented:** +- ✅ Thread pool with configurable workers +- ✅ epoll-based listener thread +- ✅ Thread-safe request queue +- ✅ socketpair communication +- ✅ Multiple concurrent clients +- ✅ Non-blocking async operation +- ✅ Simulated processing (random sleep) + +**TODO (Enhancement Phase):** +- ⬜ Real LLM API integration (OpenAI, local models) +- ⬜ Request batching for efficiency +- ⬜ Priority queue for urgent requests +- ⬜ Timeout and cancellation +- ⬜ Backpressure handling (queue limits) +- ⬜ Metrics and monitoring +- ⬜ Error handling and retry logic +- ⬜ Configuration file support +- ⬜ Unit tests +- ⬜ Performance benchmarking + +## Integration Plan + +Phase 1: **Prototype Enhancement** (Current) +- Complete TODO items above +- Test with real LLM APIs +- Performance testing + +Phase 2: **ProxySQL Integration** +- Integrate into ProxySQL build system +- Add to existing MySQL/PgSQL thread logic +- Implement GenAI variable system + +Phase 3: **Production Features** +- Connection pooling +- Request multiplexing +- Caching layer +- Fallback strategies + +## Design Principles + +1. **Zero Coupling**: GenAI module doesn't know about client types +2. **Non-Blocking**: Clients never wait on GenAI responses +3. **Scalable**: Fixed resource usage (bounded thread pool) +4. **Observable**: Easy to monitor and debug +5. **Testable**: Standalone, independent testing diff --git a/genai_prototype/genai_demo.cpp b/genai_prototype/genai_demo.cpp new file mode 100644 index 0000000000..1e4254a615 --- /dev/null +++ b/genai_prototype/genai_demo.cpp @@ -0,0 +1,490 @@ +/** + * @file genai_demo.cpp + * @brief Standalone demonstration of GenAI module architecture + * + * This program demonstrates: + * - GenAI module with thread pool and epoll-based listener + * - Multiple clients making concurrent requests + * - Request queue with worker threads + * - Simulated async processing (sleep instead of real LLM calls) + * + * Compile: g++ -std=c++17 -o genai_demo genai_demo.cpp -lpthread + * Run: ./genai_demo + */ + +#include +#include +#include +#include +#include +#include +#include +#include +#include +#include +#include +#include +#include +#include +#include +#include +#include +#include + +// Define eventfd flags if not available +#ifndef EFD_CLOEXEC +#define EFD_CLOEXEC 0200000 +#endif +#ifndef EFD_NONBLOCK +#define EFD_NONBLOCK 04000 +#endif + +// ============================================================================ +// Protocol Definitions +// ============================================================================ + +struct RequestHeader { + uint64_t request_id; + uint32_t operation; // 0=embedding, 1=completion, 2=rag + uint32_t input_size; + uint32_t flags; +}; + +struct ResponseHeader { + uint64_t request_id; + uint32_t status_code; // 0=success, >0=error + uint32_t output_size; + uint32_t processing_time_ms; +}; + +enum Operation { + OP_EMBEDDING = 0, + OP_COMPLETION = 1, + OP_RAG = 2 +}; + +// ============================================================================ +// GenAI Module +// ============================================================================ + +class GenAIModule { +public: + struct Request { + int client_fd; + uint64_t request_id; + uint32_t operation; + std::string input; + }; + + GenAIModule(int num_workers = 4) : num_workers_(num_workers), running_(false) {} + + void start() { + running_ = true; + + // Create epoll instance + epoll_fd_ = epoll_create1(EPOLL_CLOEXEC); + if (epoll_fd_ < 0) { + perror("epoll_create1"); + exit(1); + } + + // Create eventfd for shutdown notification + event_fd_ = eventfd(0, EFD_NONBLOCK | EFD_CLOEXEC); + if (event_fd_ < 0) { + perror("eventfd"); + exit(1); + } + + struct epoll_event ev; + ev.events = EPOLLIN; + ev.data.fd = event_fd_; + if (epoll_ctl(epoll_fd_, EPOLL_CTL_ADD, event_fd_, &ev) < 0) { + perror("epoll_ctl eventfd"); + exit(1); + } + + // Start worker threads + for (int i = 0; i < num_workers_; i++) { + worker_threads_.emplace_back([this, i]() { worker_loop(i); }); + } + + // Start listener thread + listener_thread_ = std::thread([this]() { listener_loop(); }); + + std::cout << "[GenAI] Module started with " << num_workers_ << " workers\n"; + } + + // Register a new client connection + void register_client(int client_fd) { + std::lock_guard lock(clients_mutex_); + + // Set non-blocking + int flags = fcntl(client_fd, F_GETFL, 0); + fcntl(client_fd, F_SETFL, flags | O_NONBLOCK); + + struct epoll_event ev; + ev.events = EPOLLIN; + ev.data.fd = client_fd; + if (epoll_ctl(epoll_fd_, EPOLL_CTL_ADD, client_fd, &ev) < 0) { + perror("epoll_ctl client_fd"); + return; + } + + client_fds_.insert(client_fd); + std::cout << "[GenAI] Registered client fd " << client_fd << "\n"; + } + + void stop() { + running_ = false; + + // Wake up listener + uint64_t value = 1; + write(event_fd_, &value, sizeof(value)); + + // Wake up all workers + queue_cv_.notify_all(); + + // Wait for threads + if (listener_thread_.joinable()) { + listener_thread_.join(); + } + + for (auto& t : worker_threads_) { + if (t.joinable()) { + t.join(); + } + } + + // Clean up + for (int fd : client_fds_) { + close(fd); + } + + close(epoll_fd_); + close(event_fd_); + + std::cout << "[GenAI] Module stopped\n"; + } + + size_t get_queue_size() const { + std::lock_guard lock(queue_mutex_); + return request_queue_.size(); + } + +private: + void listener_loop() { + const int MAX_EVENTS = 64; + struct epoll_event events[MAX_EVENTS]; + + std::cout << "[GenAI] Listener thread started\n"; + + while (running_) { + int nfds = epoll_wait(epoll_fd_, events, MAX_EVENTS, 100); + + if (nfds < 0 && errno != EINTR) { + perror("epoll_wait"); + break; + } + + for (int i = 0; i < nfds; i++) { + if (events[i].data.fd == event_fd_) { + // Shutdown signal + continue; + } + + int client_fd = events[i].data.fd; + + // Read request header + RequestHeader header; + ssize_t n = read(client_fd, &header, sizeof(header)); + + if (n <= 0) { + // Connection closed or error + std::cout << "[GenAI] Client fd " << client_fd << " disconnected\n"; + epoll_ctl(epoll_fd_, EPOLL_CTL_DEL, client_fd, nullptr); + close(client_fd); + std::lock_guard lock(clients_mutex_); + client_fds_.erase(client_fd); + continue; + } + + // Read input data + std::string input(header.input_size, '\0'); + size_t total_read = 0; + while (total_read < header.input_size) { + ssize_t r = read(client_fd, &input[total_read], header.input_size - total_read); + if (r <= 0) break; + total_read += r; + } + + // Create request and push to queue + Request req; + req.client_fd = client_fd; + req.request_id = header.request_id; + req.operation = header.operation; + req.input = std::move(input); + + { + std::lock_guard lock(queue_mutex_); + request_queue_.push(std::move(req)); + } + + queue_cv_.notify_one(); + + std::cout << "[GenAI] Enqueued request " << header.request_id + << " from fd " << client_fd + << " (queue size: " << get_queue_size() << ")\n" << std::flush; + } + } + + std::cout << "[GenAI] Listener thread stopped\n"; + } + + void worker_loop(int worker_id) { + std::cout << "[GenAI] Worker " << worker_id << " started\n"; + + while (running_) { + Request req; + + // Wait for work + { + std::unique_lock lock(queue_mutex_); + queue_cv_.wait(lock, [this] { + return !running_ || !request_queue_.empty(); + }); + + if (!running_) break; + + if (request_queue_.empty()) continue; + + req = std::move(request_queue_.front()); + request_queue_.pop(); + } + + // Simulate processing time (random sleep) + unsigned int seed = req.request_id; + int sleep_ms = 100 + (rand_r(&seed) % 400); // 100-500ms + + std::cout << "[GenAI] Worker " << worker_id + << " processing request " << req.request_id + << " (sleep " << sleep_ms << "ms)\n"; + + std::this_thread::sleep_for(std::chrono::milliseconds(sleep_ms)); + + // Prepare response + std::string output = "Processed: " + req.input; + + ResponseHeader resp; + resp.request_id = req.request_id; + resp.status_code = 0; + resp.output_size = output.size(); + resp.processing_time_ms = sleep_ms; + + // Send response back to client + write(req.client_fd, &resp, sizeof(resp)); + write(req.client_fd, output.data(), output.size()); + + std::cout << "[GenAI] Worker " << worker_id + << " completed request " << req.request_id << "\n"; + } + + std::cout << "[GenAI] Worker " << worker_id << " stopped\n"; + } + + int num_workers_; + std::atomic running_; + + int epoll_fd_; + int event_fd_; + + std::thread listener_thread_; + std::vector worker_threads_; + + std::queue request_queue_; + mutable std::mutex queue_mutex_; + std::condition_variable queue_cv_; + + std::unordered_set client_fds_; + mutable std::mutex clients_mutex_; +}; + +// ============================================================================ +// Client +// ============================================================================ + +class Client { +public: + Client(const std::string& name, int num_requests = 5) + : name_(name), num_requests_(num_requests), next_id_(1) {} + + void connect_to_genai(GenAIModule& genai) { + // Create socketpair + int fds[2]; + if (socketpair(AF_UNIX, SOCK_STREAM, 0, fds) < 0) { + perror("socketpair"); + exit(1); + } + + read_fd_ = fds[0]; + genai_fd_ = fds[1]; + + // Register with GenAI (pass the write end) + genai.register_client(genai_fd_); + + // Set read_fd to non-blocking for later + int flags = fcntl(read_fd_, F_GETFL, 0); + fcntl(read_fd_, F_SETFL, flags | O_NONBLOCK); + + std::cout << "[" << name_ << "] Connected to GenAI (read_fd=" << read_fd_ << ")\n"; + } + + void run() { + // Send all requests + for (int i = 0; i < num_requests_; i++) { + send_request(i); + } + + // Wait for all responses (simulate async handling) + std::cout << "[" << name_ << "] Waiting for " << num_requests_ << " responses...\n"; + + while (completed_ < num_requests_) { + process_responses(); + std::this_thread::sleep_for(std::chrono::milliseconds(50)); + } + + std::cout << "[" << name_ << "] All requests completed!\n"; + } + + void close() { + if (read_fd_ >= 0) ::close(read_fd_); + if (genai_fd_ >= 0) ::close(genai_fd_); + } + +private: + void send_request(int index) { + std::string input = name_ + " input #" + std::to_string(index); + uint64_t request_id = next_id_++; + + RequestHeader req; + req.request_id = request_id; + req.operation = OP_EMBEDDING; + req.input_size = input.size(); + req.flags = 0; + + // Send request + write(genai_fd_, &req, sizeof(req)); + write(genai_fd_, input.data(), input.size()); + + pending_requests_[request_id] = std::chrono::steady_clock::now(); + + std::cout << "[" << name_ << "] Sent request " << request_id + << " (" << input << ")\n"; + } + + void process_responses() { + ResponseHeader resp; + ssize_t n = read(read_fd_, &resp, sizeof(resp)); + + if (n <= 0) { + return; // No data available yet + } + + // Read output + std::string output(resp.output_size, '\0'); + size_t total_read = 0; + while (total_read < resp.output_size) { + ssize_t r = read(read_fd_, &output[total_read], resp.output_size - total_read); + if (r <= 0) break; + total_read += r; + } + + auto it = pending_requests_.find(resp.request_id); + if (it != pending_requests_.end()) { + auto start_time = it->second; + auto end_time = std::chrono::steady_clock::now(); + auto duration = std::chrono::duration_cast( + end_time - start_time).count(); + + std::cout << "[" << name_ << "] Received response for request " << resp.request_id + << " (took " << duration << "ms, processed in " + << resp.processing_time_ms << "ms): " << output << "\n"; + + pending_requests_.erase(it); + completed_++; + } + } + + std::string name_; + int num_requests_; + uint64_t next_id_; + int completed_ = 0; + + int read_fd_ = -1; + int genai_fd_ = -1; + + std::unordered_map pending_requests_; +}; + +// ============================================================================ +// Main +// ============================================================================ + +int main() { + std::cout << "=== GenAI Module Demonstration ===\n\n"; + + // Create and start GenAI module with 4 worker threads + GenAIModule genai(4); + genai.start(); + + std::this_thread::sleep_for(std::chrono::milliseconds(100)); + + // Create multiple clients + std::cout << "\n=== Creating Clients ===\n"; + + std::vector client_threads; + + // Client 1: MySQL Thread simulation + client_threads.emplace_back([&genai]() { + Client client("MySQL-Thread-1", 3); + client.connect_to_genai(genai); + client.run(); + client.close(); + }); + + std::this_thread::sleep_for(std::chrono::milliseconds(50)); + + // Client 2: MySQL Thread simulation + client_threads.emplace_back([&genai]() { + Client client("MySQL-Thread-2", 3); + client.connect_to_genai(genai); + client.run(); + client.close(); + }); + + std::this_thread::sleep_for(std::chrono::milliseconds(50)); + + // Client 3: PgSQL Thread simulation + client_threads.emplace_back([&genai]() { + Client client("PgSQL-Thread-1", 3); + client.connect_to_genai(genai); + client.run(); + client.close(); + }); + + // Wait for all clients to complete + for (auto& t : client_threads) { + if (t.joinable()) { + t.join(); + } + } + + std::cout << "\n=== All Clients Completed ===\n"; + + // Stop GenAI module + std::this_thread::sleep_for(std::chrono::milliseconds(100)); + genai.stop(); + + std::cout << "\n=== Demonstration Complete ===\n"; + + return 0; +} From 89285aa43617ec88b93ba85eb409a7d51acdfd67 Mon Sep 17 00:00:00 2001 From: Rene Cannao Date: Thu, 8 Jan 2026 20:09:48 +0000 Subject: [PATCH 05/26] Add comprehensive Doxygen documentation to genai_demo.cpp Add detailed Doxygen comments throughout the GenAI prototype: File-level documentation: - Architecture overview and design principles - Component descriptions - Communication flow diagrams (MSC) - Build and run instructions Struct/Enum documentation: - RequestHeader: Detailed field descriptions and usage examples - ResponseHeader: Field descriptions and example code - Operation enum: Operation types with descriptions Class documentation: - GenAIModule: Architecture, threading model, thread safety, usage examples - Client: Communication pattern, async operation, usage example Method documentation: - All public and private methods with @param, @return, @pre, @post - Detailed descriptions of algorithms and flow - Thread safety notes - Usage examples where appropriate Member variable documentation: - All class members with ///< descriptions - Clear explanations of purpose and usage Total documentation: ~900 lines of detailed Doxygen comments --- genai_prototype/genai_demo.cpp | 791 ++++++++++++++++++++++++++++++--- 1 file changed, 726 insertions(+), 65 deletions(-) diff --git a/genai_prototype/genai_demo.cpp b/genai_prototype/genai_demo.cpp index 1e4254a615..7c5d51eba3 100644 --- a/genai_prototype/genai_demo.cpp +++ b/genai_prototype/genai_demo.cpp @@ -2,14 +2,63 @@ * @file genai_demo.cpp * @brief Standalone demonstration of GenAI module architecture * - * This program demonstrates: - * - GenAI module with thread pool and epoll-based listener - * - Multiple clients making concurrent requests - * - Request queue with worker threads - * - Simulated async processing (sleep instead of real LLM calls) - * - * Compile: g++ -std=c++17 -o genai_demo genai_demo.cpp -lpthread - * Run: ./genai_demo + * @par Architecture Overview + * + * This program demonstrates a thread-pool based GenAI module designed for + * integration into ProxySQL. The architecture follows these principles: + * + * - **Zero Coupling**: GenAI only knows about file descriptors, not client types + * - **Non-Blocking**: Clients never wait on GenAI responses + * - **Scalable**: Fixed resource usage (bounded thread pool) + * - **Observable**: Easy to monitor and debug + * - **Testable**: Standalone, independent testing + * + * @par Components + * + * 1. **GenAI Module** (GenAIModule class) + * - Listener thread using epoll to monitor all client file descriptors + * - Thread-safe request queue with condition variable + * - Fixed-size worker thread pool (configurable, default 4) + * - Processes requests asynchronously without blocking clients + * + * 2. **Client** (Client class) + * - Simulates MySQL/PgSQL threads in ProxySQL + * - Creates socketpair connections to GenAI + * - Sends requests non-blocking + * - Polls for responses asynchronously + * + * @par Communication Flow + * + * @msc + * Client, GenAI_Listener, GenAI_Worker; + * + * Client note Client + * Client->GenAI_Listener: socketpair() creates 2 FDs; + * Client->GenAI_Listener: register_client(write_fd); + * Client->GenAI_Listener: send request (async); + * Client note Client continues working; + * GenAI_Listener>>GenAI_Worker: enqueue request; + * GenAI_Worker note GenAI_Worker processes (simulate with sleep); + * GenAI_Worker->Client: write response to socket; + * Client note Client receives response when polling; + * @endmsc + * + * @par Build and Run + * + * @code{.sh} + * # Compile + * g++ -std=c++17 -o genai_demo genai_demo.cpp -lpthread + * + * # Run + * ./genai_demo + * + * # Or use the Makefile + * make run + * @endcode + * + * @author ProxySQL Team + * @date 2025-01-08 + * @version 1.0 */ #include @@ -31,10 +80,29 @@ #include #include -// Define eventfd flags if not available +// ============================================================================ +// Platform Compatibility +// ============================================================================ + +/** + * @def EFD_CLOEXEC + * @brief Close-on-exec flag for eventfd() + * + * Set the close-on-exec (FD_CLOEXEC) flag on the new file descriptor. + * This ensures the file descriptor is automatically closed when exec() is called. + */ #ifndef EFD_CLOEXEC #define EFD_CLOEXEC 0200000 #endif + +/** + * @def EFD_NONBLOCK + * @brief Non-blocking flag for eventfd() + * + * Set the O_NONBLOCK flag on the new file descriptor. + * This allows read() and write() operations to return immediately with EAGAIN + * if the operation would block. + */ #ifndef EFD_NONBLOCK #define EFD_NONBLOCK 04000 #endif @@ -43,45 +111,264 @@ // Protocol Definitions // ============================================================================ +/** + * @struct RequestHeader + * @brief Header structure for client requests to GenAI module + * + * This structure is sent first, followed by input_size bytes of input data. + * All fields are in network byte order (little-endian on x86_64). + * + * @var RequestHeader::request_id + * Unique identifier for this request. Generated by the client and echoed + * back in the response for correlation. Allows tracking of multiple + * concurrent requests from the same client. + * + * @var RequestHeader::operation + * Type of operation to perform. See Operation enum for valid values: + * - OP_EMBEDDING (0): Generate text embeddings + * - OP_COMPLETION (1): Text completion/generation + * - OP_RAG (2): Retrieval-augmented generation + * + * @var RequestHeader::input_size + * Size in bytes of the input data that follows this header. + * The input data is sent immediately after this header. + * + * @var RequestHeader::flags + * Reserved for future use. Set to 0. + * + * @par Example + * @code{.cpp} + * RequestHeader req; + * req.request_id = 12345; + * req.operation = OP_EMBEDDING; + * req.input_size = text.length(); + * req.flags = 0; + * + * write(fd, &req, sizeof(req)); + * write(fd, text.data(), text.length()); + * @endcode + */ struct RequestHeader { - uint64_t request_id; - uint32_t operation; // 0=embedding, 1=completion, 2=rag - uint32_t input_size; - uint32_t flags; + uint64_t request_id; ///< Unique request identifier for correlation + uint32_t operation; ///< Operation type (OP_EMBEDDING, OP_COMPLETION, OP_RAG) + uint32_t input_size; ///< Size of input data following header (bytes) + uint32_t flags; ///< Reserved for future use (set to 0) }; +/** + * @struct ResponseHeader + * @brief Header structure for GenAI module responses to clients + * + * This structure is sent first, followed by output_size bytes of output data. + * + * @var ResponseHeader::request_id + * Echoes the request_id from the original RequestHeader. + * Used by the client to correlate the response with the pending request. + * + * @var ResponseHeader::status_code + * Status of the request processing: + * - 0: Success + * - >0: Error code (specific codes to be defined) + * + * @var ResponseHeader::output_size + * Size in bytes of the output data that follows this header. + * May be 0 if there is no output data. + * + * @var ResponseHeader::processing_time_ms + * Time taken by GenAI to process this request, in milliseconds. + * Useful for performance monitoring and debugging. + * + * @par Example + * @code{.cpp} + * ResponseHeader resp; + * read(fd, &resp, sizeof(resp)); + * + * std::vector output(resp.output_size); + * read(fd, output.data(), resp.output_size); + * + * if (resp.status_code == 0) { + * std::cout << "Processed in " << resp.processing_time_ms << "ms\n"; + * } + * @endcode + */ struct ResponseHeader { - uint64_t request_id; - uint32_t status_code; // 0=success, >0=error - uint32_t output_size; - uint32_t processing_time_ms; + uint64_t request_id; ///< Echo of client's request identifier + uint32_t status_code; ///< 0=success, >0=error + uint32_t output_size; ///< Size of output data following header (bytes) + uint32_t processing_time_ms; ///< Actual processing time in milliseconds }; +/** + * @enum Operation + * @brief Supported GenAI operations + * + * Defines the types of operations that the GenAI module can perform. + * These values are used in the RequestHeader::operation field. + * + * @var OP_EMBEDDING + * Generate text embeddings using an embedding model. + * Input: Text string to embed + * Output: Vector of floating-point numbers (the embedding) + * + * @var OP_COMPLETION + * Generate text completion using a language model. + * Input: Prompt text + * Output: Generated completion text + * + * @var OP_RAG + * Retrieval-augmented generation. + * Input: Query text + * Output: Generated response with retrieved context + */ enum Operation { - OP_EMBEDDING = 0, - OP_COMPLETION = 1, - OP_RAG = 2 + OP_EMBEDDING = 0, ///< Generate text embeddings (e.g., OpenAI text-embedding-3-small) + OP_COMPLETION = 1, ///< Text completion/generation (e.g., GPT-4) + OP_RAG = 2 ///< Retrieval-augmented generation }; // ============================================================================ // GenAI Module // ============================================================================ +/** + * @class GenAIModule + * @brief Thread-pool based GenAI processing module + * + * The GenAI module implements an asynchronous request processing system + * designed to handle GenAI operations (embeddings, completions, RAG) without + * blocking calling threads. + * + * @par Architecture + * + * - **Listener Thread**: Uses epoll to monitor all client file descriptors. + * When data arrives on any FD, it reads the request, validates it, and + * pushes it onto the request queue. + * + * - **Request Queue**: Thread-safe FIFO queue that holds pending requests. + * Protected by a mutex and signaled via condition variable. + * + * - **Worker Threads**: Fixed-size thread pool (configurable) that processes + * requests from the queue. Each worker waits for work, processes requests + * (potentially blocking on I/O to external services), and writes responses + * back to clients. + * + * @par Threading Model + * + * - One listener thread (epoll-based I/O multiplexing) + * - N worker threads (configurable via constructor) + * - Total threads = 1 + num_workers + * + * @par Thread Safety + * + * - Public methods are thread-safe + * - Multiple clients can register/unregister concurrently + * - Request queue is protected by mutex + * - Client FD set is protected by mutex + * + * @par Usage Example + * @code{.cpp} + * // Create GenAI module with 8 workers + * GenAIModule genai(8); + * + * // Start the module (spawns threads) + * genai.start(); + * + * // Register clients + * int client_fd = get_socket_from_client(); + * genai.register_client(client_fd); + * + * // ... module runs, processing requests ... + * + * // Shutdown + * genai.stop(); + * @endcode + * + * @par Shutdown Sequence + * + * 1. Set running_ flag to false + * 2. Write to event_fd to wake listener + * 3. Notify all worker threads via condition variable + * 4. Join all threads + * 5. Close all client FDs + * 6. Close epoll and event FDs + */ class GenAIModule { public: + + /** + * @struct Request + * @brief Internal request structure queued for worker processing + * + * This structure represents a request after it has been received from + * a client and enqueued for processing by worker threads. + * + * @var Request::client_fd + * File descriptor to write the response to. This is the client's + * socket FD that was registered via register_client(). + * + * @var Request::request_id + * Client's request identifier for correlation. Echoed back in response. + * + * @var Request::operation + * Operation type (OP_EMBEDDING, OP_COMPLETION, or OP_RAG). + * + * @var Request::input + * Input data (text prompt, etc.) from the client. + */ struct Request { - int client_fd; - uint64_t request_id; - uint32_t operation; - std::string input; + int client_fd; ///< Where to send response (client's socket FD) + uint64_t request_id; ///< Client's correlation identifier + uint32_t operation; ///< Type of operation to perform + std::string input; ///< Input data (text, prompt, etc.) }; - GenAIModule(int num_workers = 4) : num_workers_(num_workers), running_(false) {} - + /** + * @brief Construct a GenAI module with specified worker count + * + * Creates a GenAI module instance. The module is not started until + * start() is called. + * + * @param num_workers Number of worker threads in the pool (default: 4) + * + * @par Worker Count Guidelines + * - For I/O-bound operations (API calls): 4-8 workers typically sufficient + * - For CPU-bound operations (local models): match CPU core count + * - Too many workers can cause contention; too few can cause queue buildup + */ + GenAIModule(int num_workers = 4) + : num_workers_(num_workers), running_(false) {} + + /** + * @brief Start the GenAI module + * + * Initializes and starts all internal threads: + * - Creates epoll instance for listener + * - Creates eventfd for shutdown signaling + * - Spawns worker threads (each runs worker_loop()) + * - Spawns listener thread (runs listener_loop()) + * + * @post Module is running and ready to accept clients + * @post All worker threads are waiting for requests + * @post Listener thread is monitoring registered client FDs + * + * @note This method blocks briefly during thread creation but returns + * immediately after threads are spawned. + * + * @warning Do not call start() on an already-running module. + * Call stop() first. + * + * @par Thread Creation Sequence + * 1. Create epoll instance for I/O multiplexing + * 2. Create eventfd for shutdown notification + * 3. Add eventfd to epoll set + * 4. Spawn N worker threads (each calls worker_loop()) + * 5. Spawn listener thread (calls listener_loop()) + */ void start() { running_ = true; - // Create epoll instance + // Create epoll instance for listener + // EPOLL_CLOEXEC: Close on exec to prevent FD leaks epoll_fd_ = epoll_create1(EPOLL_CLOEXEC); if (epoll_fd_ < 0) { perror("epoll_create1"); @@ -89,12 +376,15 @@ class GenAIModule { } // Create eventfd for shutdown notification + // EFD_NONBLOCK: Non-blocking operations + // EFD_CLOEXEC: Close on exec event_fd_ = eventfd(0, EFD_NONBLOCK | EFD_CLOEXEC); if (event_fd_ < 0) { perror("eventfd"); exit(1); } + // Add eventfd to epoll set so listener can be woken for shutdown struct epoll_event ev; ev.events = EPOLLIN; ev.data.fd = event_fd_; @@ -104,24 +394,62 @@ class GenAIModule { } // Start worker threads + // Each worker runs worker_loop() and waits for requests for (int i = 0; i < num_workers_; i++) { worker_threads_.emplace_back([this, i]() { worker_loop(i); }); } // Start listener thread + // Listener runs listener_loop() and monitors client FDs via epoll listener_thread_ = std::thread([this]() { listener_loop(); }); std::cout << "[GenAI] Module started with " << num_workers_ << " workers\n"; } - // Register a new client connection + /** + * @brief Register a new client connection with the GenAI module + * + * Registers a client's file descriptor with the epoll set so the + * listener thread can monitor it for incoming requests. + * + * @param client_fd File descriptor to monitor (one end of socketpair) + * + * @pre client_fd is a valid, open file descriptor + * @pre Module has been started (start() was called) + * @pre client_fd has not already been registered + * + * @post client_fd is added to epoll set for monitoring + * @post client_fd is set to non-blocking mode + * @post Listener thread will be notified when data arrives on client_fd + * + * @par Thread Safety + * This method is thread-safe and can be called concurrently by + * multiple threads registering different clients. + * + * @par Client Registration Flow + * 1. Client creates socketpair() (2 FDs) + * 2. Client keeps one FD for reading responses + * 3. Client passes other FD to this method + * 4. This FD is added to epoll set + * 5. When client writes request, listener is notified + * + * @note This method is typically called by the client after creating + * a socketpair(). The client keeps one end, the GenAI module + * gets the other end. + * + * @warning The caller retains ownership of the original socketpair FDs + * and is responsible for closing them after unregistering. + */ void register_client(int client_fd) { std::lock_guard lock(clients_mutex_); - // Set non-blocking + // Set FD to non-blocking mode + // This ensures read/write operations don't block the listener int flags = fcntl(client_fd, F_GETFL, 0); fcntl(client_fd, F_SETFL, flags | O_NONBLOCK); + // Add to epoll set + // EPOLLIN: Notify when FD is readable (data available to read) struct epoll_event ev; ev.events = EPOLLIN; ev.data.fd = client_fd; @@ -134,51 +462,133 @@ class GenAIModule { std::cout << "[GenAI] Registered client fd " << client_fd << "\n"; } + /** + * @brief Stop the GenAI module and clean up resources + * + * Initiates graceful shutdown: + * - Sets running_ flag to false (signals threads to stop) + * - Writes to event_fd to wake listener from epoll_wait() + * - Notifies all workers via condition variable + * - Joins all threads (waits for them to finish) + * - Closes all client file descriptors + * - Closes epoll and event FDs + * + * @post All threads have stopped + * @post All resources are cleaned up + * @post Module can be restarted by calling start() again + * + * @par Shutdown Sequence + * 1. Set running_ = false (signals threads to exit) + * 2. Write to event_fd (wakes listener from epoll_wait) + * 3. Notify all workers (wakes them from condition_variable wait) + * 4. Join listener thread (waits for it to finish) + * 5. Join all worker threads (wait for them to finish) + * 6. Close all client FDs + * 7. Close epoll_fd and event_fd + * + * @note This method blocks until all threads have finished. + * In-flight requests will complete before workers exit. + * + * @warning Do not call stop() on a module that is not running. + * The behavior is undefined. + */ void stop() { running_ = false; - // Wake up listener + // Wake up listener from epoll_wait uint64_t value = 1; write(event_fd_, &value, sizeof(value)); - // Wake up all workers + // Wake up all workers from condition_variable wait queue_cv_.notify_all(); - // Wait for threads + // Wait for listener thread to finish if (listener_thread_.joinable()) { listener_thread_.join(); } + // Wait for all worker threads to finish for (auto& t : worker_threads_) { if (t.joinable()) { t.join(); } } - // Clean up + // Close all client FDs for (int fd : client_fds_) { close(fd); } + // Close epoll and event FDs close(epoll_fd_); close(event_fd_); std::cout << "[GenAI] Module stopped\n"; } + /** + * @brief Get the current size of the request queue + * + * Returns the number of requests currently waiting in the queue + * to be processed by worker threads. + * + * @return Current queue size (number of pending requests) + * + * @par Thread Safety + * This method is thread-safe and can be called concurrently + * by multiple threads. + * + * @par Use Cases + * - Monitoring: Track queue depth to detect backpressure + * - Metrics: Collect statistics on request load + * - Debugging: Verify queue is draining properly + * + * @note The queue size is momentary and may change immediately + * after this method returns. + */ size_t get_queue_size() const { std::lock_guard lock(queue_mutex_); return request_queue_.size(); } private: + /** + * @brief Listener thread main loop + * + * Runs in a dedicated thread and monitors all registered client file + * descriptors using epoll. When a client sends a request, this method + * reads it, validates it, and enqueues it for worker processing. + * + * @par Event Loop + * 1. Wait on epoll for events (timeout: 100ms) + * 2. For each ready FD: + * - If event_fd: check for shutdown signal + * - If client FD: read request and enqueue + * 3. If client disconnects: remove from epoll and close FD + * 4. Loop until running_ is false + * + * @par Request Reading Flow + * 1. Read RequestHeader (fixed size) + * 2. Validate read succeeded (n > 0) + * 3. Read input data (variable size based on header.input_size) + * 4. Create Request structure + * 5. Push to request_queue_ + * 6. Notify one worker via condition variable + * + * @param worker_id Unused parameter (for future per-worker stats) + * + * @note Runs with 100ms timeout on epoll_wait to periodically check + * the running_ flag for shutdown. + */ void listener_loop() { - const int MAX_EVENTS = 64; + const int MAX_EVENTS = 64; // Max events to process per epoll_wait struct epoll_event events[MAX_EVENTS]; std::cout << "[GenAI] Listener thread started\n"; while (running_) { + // Wait for events on monitored FDs + // Timeout of 100ms allows periodic check of running_ flag int nfds = epoll_wait(epoll_fd_, events, MAX_EVENTS, 100); if (nfds < 0 && errno != EINTR) { @@ -186,9 +596,11 @@ class GenAIModule { break; } + // Process each ready FD for (int i = 0; i < nfds; i++) { + // Check if this is the shutdown eventfd if (events[i].data.fd == event_fd_) { - // Shutdown signal + // Shutdown signal - will exit loop when running_ is false continue; } @@ -208,7 +620,7 @@ class GenAIModule { continue; } - // Read input data + // Read input data (may require multiple reads for large data) std::string input(header.input_size, '\0'); size_t total_read = 0; while (total_read < header.input_size) { @@ -217,7 +629,7 @@ class GenAIModule { total_read += r; } - // Create request and push to queue + // Create request and enqueue for processing Request req; req.client_fd = client_fd; req.request_id = header.request_id; @@ -225,10 +637,12 @@ class GenAIModule { req.input = std::move(input); { + // Critical section: modify request_queue_ std::lock_guard lock(queue_mutex_); request_queue_.push(std::move(req)); } + // Notify one worker thread that work is available queue_cv_.notify_one(); std::cout << "[GenAI] Enqueued request " << header.request_id @@ -240,13 +654,43 @@ class GenAIModule { std::cout << "[GenAI] Listener thread stopped\n"; } + /** + * @brief Worker thread main loop + * + * Runs in each worker thread. Waits for requests to appear in the + * queue, processes them (potentially blocking), and sends responses + * back to clients. + * + * @par Worker Loop + * 1. Wait on condition variable for queue to have work + * 2. When notified, check if running_ is still true + * 3. Pop request from queue (critical section) + * 4. Process request (may block on I/O to external services) + * 5. Send response back to client + * 6. Loop back to step 1 + * + * @par Request Processing + * Currently simulates processing with a random sleep (100-500ms). + * In production, this would call actual LLM APIs (OpenAI, local models, etc.). + * + * @par Response Sending + * - Writes ResponseHeader first (fixed size) + * - Writes output data second (variable size) + * - Client reads both to get complete response + * + * @param worker_id Identifier for this worker (0 to num_workers_-1) + * Used for logging and potentially for per-worker stats. + * + * @note Workers exit when running_ is set to false and queue is empty. + * In-flight requests will complete before workers exit. + */ void worker_loop(int worker_id) { std::cout << "[GenAI] Worker " << worker_id << " started\n"; while (running_) { Request req; - // Wait for work + // Wait for work to appear in queue { std::unique_lock lock(queue_mutex_); queue_cv_.wait(lock, [this] { @@ -257,11 +701,13 @@ class GenAIModule { if (request_queue_.empty()) continue; + // Get request from front of queue req = std::move(request_queue_.front()); request_queue_.pop(); } - // Simulate processing time (random sleep) + // Simulate processing time (random sleep between 100-500ms) + // In production, this would be actual LLM API calls unsigned int seed = req.request_id; int sleep_ms = 100 + (rand_r(&seed) % 400); // 100-500ms @@ -291,55 +737,174 @@ class GenAIModule { std::cout << "[GenAI] Worker " << worker_id << " stopped\n"; } - int num_workers_; - std::atomic running_; + // ======================================================================== + // Member Variables + // ======================================================================== + + int num_workers_; ///< Number of worker threads in the pool + std::atomic running_; ///< Flag indicating if module is running - int epoll_fd_; - int event_fd_; + int epoll_fd_; ///< epoll instance file descriptor + int event_fd_; ///< eventfd for shutdown notification - std::thread listener_thread_; - std::vector worker_threads_; + std::thread listener_thread_; ///< Thread that monitors client FDs + std::vector worker_threads_; ///< Thread pool for request processing - std::queue request_queue_; - mutable std::mutex queue_mutex_; - std::condition_variable queue_cv_; + std::queue request_queue_; ///< FIFO queue of pending requests + mutable std::mutex queue_mutex_; ///< Protects request_queue_ + std::condition_variable queue_cv_; ///< Notifies workers when queue has work - std::unordered_set client_fds_; - mutable std::mutex clients_mutex_; + std::unordered_set client_fds_; ///< Set of registered client FDs + mutable std::mutex clients_mutex_; ///< Protects client_fds_ }; // ============================================================================ // Client // ============================================================================ +/** + * @class Client + * @brief Simulates a ProxySQL thread (MySQL/PgSQL) making GenAI requests + * + * This class demonstrates how a client thread would interact with the + * GenAI module in a real ProxySQL deployment. It creates a socketpair + * connection, sends requests asynchronously, and polls for responses. + * + * @par Communication Pattern + * + * 1. Create socketpair() (2 FDs: read_fd and genai_fd) + * 2. Pass genai_fd to GenAI module via register_client() + * 3. Keep read_fd for monitoring responses + * 4. Send requests via genai_fd (non-blocking) + * 5. Poll read_fd for responses + * 6. Process responses as they arrive + * + * @par Asynchronous Operation + * + * The key design principle is that the client never blocks waiting for + * GenAI responses. Instead: + * - Send requests and continue working + * - Poll for responses periodically + * - Handle responses when they arrive + * + * This allows the client thread to handle many concurrent requests + * and continue serving other clients while GenAI processes. + * + * @par Usage Example + * @code{.cpp} + * // Create client + * Client client("MySQL-Thread-1", 10); + * + * // Connect to GenAI module + * client.connect_to_genai(genai_module); + * + * // Run (send requests, wait for responses) + * client.run(); + * + * // Clean up + * client.close(); + * @endcode + */ class Client { public: + + /** + * @brief Construct a Client with specified name and request count + * + * Creates a client instance that will send a specified number of + * requests to the GenAI module. + * + * @param name Human-readable name for this client (e.g., "MySQL-Thread-1") + * @param num_requests Number of requests to send (default: 5) + * + * @note The name is used for logging/debugging to identify which + * client is sending/receiving requests. + */ Client(const std::string& name, int num_requests = 5) : name_(name), num_requests_(num_requests), next_id_(1) {} + /** + * @brief Connect to the GenAI module + * + * Creates a socketpair and registers one end with the GenAI module. + * The client keeps one end for reading responses. + * + * @param genai Reference to the GenAI module to connect to + * + * @pre GenAI module has been started (genai.start() was called) + * + * @post Socketpair is created + * @post One end is registered with GenAI module + * @post Other end is kept for reading responses + * @post Both FDs are set to non-blocking mode + * + * @par Socketpair Creation + * - socketpair() creates 2 connected Unix domain sockets + * - fds[0] (read_fd_): Client reads responses from this + * - fds[1] (genai_fd_): Passed to GenAI, GenAI writes responses to this + * - Data written to one end can be read from the other end + * + * @par Connection Flow + * 1. Create socketpair(AF_UNIX, SOCK_STREAM, 0, fds) + * 2. Store fds[0] as read_fd_ (client reads responses here) + * 3. Store fds[1] as genai_fd_ (pass to GenAI module) + * 4. Call genai.register_client(genai_fd_) to register with module + * 5. Set read_fd_ to non-blocking for polling + * + * @note This method is typically called once per client at initialization. + */ void connect_to_genai(GenAIModule& genai) { - // Create socketpair + // Create socketpair for bidirectional communication int fds[2]; if (socketpair(AF_UNIX, SOCK_STREAM, 0, fds) < 0) { perror("socketpair"); exit(1); } - read_fd_ = fds[0]; - genai_fd_ = fds[1]; + read_fd_ = fds[0]; // Client reads responses from this + genai_fd_ = fds[1]; // GenAI writes responses to this - // Register with GenAI (pass the write end) + // Register write end with GenAI module genai.register_client(genai_fd_); - // Set read_fd to non-blocking for later + // Set read end to non-blocking for async polling int flags = fcntl(read_fd_, F_GETFL, 0); fcntl(read_fd_, F_SETFL, flags | O_NONBLOCK); std::cout << "[" << name_ << "] Connected to GenAI (read_fd=" << read_fd_ << ")\n"; } + /** + * @brief Send all requests and wait for all responses + * + * This method: + * 1. Sends all requests immediately (non-blocking) + * 2. Polls for responses periodically + * 3. Processes responses as they arrive + * 4. Returns when all responses have been received + * + * @pre connect_to_genai() has been called + * + * @post All requests have been sent + * @post All responses have been received + * @post pending_requests_ is empty + * + * @par Sending Phase + * - Loop num_requests_ times + * - Each iteration calls send_request() + * - Requests are sent immediately, no waiting + * + * @par Receiving Phase + * - Loop until completed_ == num_requests_ + * - Call process_responses() to check for new responses + * - Sleep 50ms between checks (non-blocking poll) + * - Process each response as it arrives + * + * @note In production, the 50ms sleep would be replaced by adding + * read_fd_ to the thread's epoll set along with other FDs. + */ void run() { - // Send all requests + // Send all requests immediately (non-blocking) for (int i = 0; i < num_requests_; i++) { send_request(i); } @@ -355,32 +920,91 @@ class Client { std::cout << "[" << name_ << "] All requests completed!\n"; } + /** + * @brief Close the connection to GenAI module + * + * Closes both ends of the socketpair. + * + * @post read_fd_ is closed + * @post genai_fd_ is closed + * @post FDs are set to -1 (closed state) + * + * @note This should be called after run() completes. + */ void close() { if (read_fd_ >= 0) ::close(read_fd_); if (genai_fd_ >= 0) ::close(genai_fd_); } private: + + /** + * @brief Send a single request to the GenAI module + * + * Creates and sends a request with a generated input string. + * + * @param index Index of this request (used to generate input text) + * + * @par Request Creation + * - Generate unique request_id (incrementing counter) + * - Create input string: "name_ input #index" + * - Fill in RequestHeader + * - Write header to genai_fd_ + * - Write input data to genai_fd_ + * - Store request in pending_requests_ with timestamp + * + * @par Non-Blocking Operation + * The write operations may block briefly, but in practice: + * - Socket buffer is typically large enough + * - If buffer is full, EAGAIN is returned (not handled in this demo) + * - Client would need to retry in production + * + * @note This method increments next_id_ to ensure unique request IDs. + */ void send_request(int index) { + // Create input string for this request std::string input = name_ + " input #" + std::to_string(index); uint64_t request_id = next_id_++; + // Fill request header RequestHeader req; req.request_id = request_id; req.operation = OP_EMBEDDING; req.input_size = input.size(); req.flags = 0; - // Send request + // Send request header write(genai_fd_, &req, sizeof(req)); + + // Send input data write(genai_fd_, input.data(), input.size()); + // Track this request with timestamp for measuring round-trip time pending_requests_[request_id] = std::chrono::steady_clock::now(); std::cout << "[" << name_ << "] Sent request " << request_id << " (" << input << ")\n"; } + /** + * @brief Check for and process any available responses + * + * Attempts to read a response from read_fd_. If a complete response + * is available, processes it and updates tracking. + * + * @par Response Reading Flow + * 1. Try to read ResponseHeader (non-blocking) + * 2. If no data available (n <= 0), return immediately + * 3. Read output data (may require multiple reads) + * 4. Look up pending request by request_id + * 5. Calculate round-trip time + * 6. Log response details + * 7. Remove from pending_requests_ + * 8. Increment completed_ counter + * + * @note This method is called periodically from run() to poll for + * responses. In production, read_fd_ would be in an epoll set. + */ void process_responses() { ResponseHeader resp; ssize_t n = read(read_fd_, &resp, sizeof(resp)); @@ -389,7 +1013,7 @@ class Client { return; // No data available yet } - // Read output + // Read output data std::string output(resp.output_size, '\0'); size_t total_read = 0; while (total_read < resp.output_size) { @@ -398,6 +1022,7 @@ class Client { total_read += r; } + // Find and process the matching pending request auto it = pending_requests_.find(resp.request_id); if (it != pending_requests_.end()) { auto start_time = it->second; @@ -414,21 +1039,57 @@ class Client { } } - std::string name_; - int num_requests_; - uint64_t next_id_; - int completed_ = 0; + // ======================================================================== + // Member Variables + // ======================================================================== - int read_fd_ = -1; - int genai_fd_ = -1; + std::string name_; ///< Human-readable client identifier + int num_requests_; ///< Total number of requests to send + uint64_t next_id_; ///< Counter for generating unique request IDs + int completed_ = 0; ///< Number of requests completed + int read_fd_ = -1; ///< FD for reading responses from GenAI + int genai_fd_ = -1; ///< FD for writing requests to GenAI + + /// Map of pending requests: request_id -> timestamp when sent std::unordered_map pending_requests_; }; // ============================================================================ -// Main +// Main - Demonstration Entry Point // ============================================================================ +/** + * @brief Main entry point for the GenAI module demonstration + * + * Creates a GenAI module with 4 workers and spawns 3 client threads + * (simulating 2 MySQL threads and 1 PgSQL thread) that each send 3 + * concurrent requests. + * + * @par Execution Flow + * 1. Create GenAI module with 4 workers + * 2. Start the module (spawns listener and worker threads) + * 3. Wait 100ms for module to initialize + * 4. Create and start 3 client threads: + * - MySQL-Thread-1: 3 requests + * - MySQL-Thread-2: 3 requests + * - PgSQL-Thread-1: 3 requests + * 5. Wait for all clients to complete + * 6. Stop the GenAI module + * + * @par Expected Output + * The program will output: + * - Thread start/stop messages + * - Client connection messages + * - Request send/receive messages + * - Timing information (round-trip time, processing time) + * - Completion messages + * + * @return 0 on success, non-zero on error + * + * @note All clients are started with 50ms delays to demonstrate + * interleaved execution. + */ int main() { std::cout << "=== GenAI Module Demonstration ===\n\n"; From 11d183a340e01361683d466641f4ff0ba6e9535a Mon Sep 17 00:00:00 2001 From: Rene Cannao Date: Thu, 8 Jan 2026 20:54:33 +0000 Subject: [PATCH 06/26] Add event-driven GenAI demo MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit Implemented a new event-driven demonstration of the GenAI module that provides better testing isolation and observability. Unlike the thread-based version, this uses a single main event loop with epoll to manage all clients. Key features: - Client class as state machine (NEW → CONNECTED → IDLE → WAITING → DONE) - Single main event loop managing all client I/O via epoll - Random client addition at configurable intervals (probability-based) - Random request sending from idle clients (probability-based) - Periodic statistics printing showing active clients and states - Config struct for tuning behavior (workers, max_clients, probabilities) The demo demonstrates: 1. Multiple concurrent clients connecting to GenAI module 2. Non-blocking async request/response communication 3. Client lifecycle management and cleanup 4. Realistic traffic patterns with randomized behavior Files: - genai_prototype/genai_demo_event.cpp: New event-driven demo - genai_prototype/Makefile: Updated to build both demos --- genai_prototype/Makefile | 70 ++- genai_prototype/genai_demo_event.cpp | 889 +++++++++++++++++++++++++++ 2 files changed, 934 insertions(+), 25 deletions(-) create mode 100644 genai_prototype/genai_demo_event.cpp diff --git a/genai_prototype/Makefile b/genai_prototype/Makefile index 2424bbb543..e1fa27fa2a 100644 --- a/genai_prototype/Makefile +++ b/genai_prototype/Makefile @@ -5,38 +5,55 @@ CXX = g++ CXXFLAGS = -std=c++17 -Wall -Wextra -O2 -g LDFLAGS = -lpthread -# Target executable -TARGET = genai_demo +# Target executables +TARGET_THREAD = genai_demo +TARGET_EVENT = genai_demo_event +TARGETS = $(TARGET_THREAD) $(TARGET_EVENT) # Source files -SOURCES = genai_demo.cpp +SOURCES_THREAD = genai_demo.cpp +SOURCES_EVENT = genai_demo_event.cpp # Object files -OBJECTS = $(SOURCES:.cpp=.o) +OBJECTS_THREAD = $(SOURCES_THREAD:.cpp=.o) +OBJECTS_EVENT = $(SOURCES_EVENT:.cpp=.o) -# Default target -all: $(TARGET) +# Default target (build both demos) +all: $(TARGETS) -# Link the executable -$(TARGET): $(OBJECTS) - @echo "Linking $(TARGET)..." - $(CXX) $(OBJECTS) $(LDFLAGS) -o $(TARGET) - @echo "Build complete: $(TARGET)" +# Individual demo targets +genai_demo: genai_demo.o + @echo "Linking genai_demo..." + $(CXX) genai_demo.o $(LDFLAGS) -o genai_demo + @echo "Build complete: genai_demo" + +genai_demo_event: genai_demo_event.o + @echo "Linking genai_demo_event..." + $(CXX) genai_demo_event.o $(LDFLAGS) -o genai_demo_event + @echo "Build complete: genai_demo_event" # Compile source files -%.o: %.cpp +genai_demo.o: genai_demo.cpp + @echo "Compiling $<..." + $(CXX) $(CXXFLAGS) -c $< -o $@ + +genai_demo_event.o: genai_demo_event.cpp @echo "Compiling $<..." $(CXX) $(CXXFLAGS) -c $< -o $@ -# Run the demo -run: $(TARGET) - @echo "Running GenAI demo..." - ./$(TARGET) +# Run the demos +run: $(TARGET_THREAD) + @echo "Running thread-based GenAI demo..." + ./$(TARGET_THREAD) + +run-event: $(TARGET_EVENT) + @echo "Running event-based GenAI demo..." + ./$(TARGET_EVENT) # Clean build artifacts clean: @echo "Cleaning..." - rm -f $(OBJECTS) $(TARGET) + rm -f $(OBJECTS_THREAD) $(OBJECTS_EVENT) $(TARGETS) @echo "Clean complete" # Rebuild @@ -51,11 +68,14 @@ help: @echo "GenAI Prototype Makefile" @echo "" @echo "Targets:" - @echo " all - Build the demo (default)" - @echo " run - Build and run the demo" - @echo " clean - Remove build artifacts" - @echo " rebuild - Clean and build" - @echo " debug - Build with debug flags and extra warnings" - @echo " help - Show this help message" - -.PHONY: all run clean rebuild debug help + @echo " all - Build both demos (default)" + @echo " genai_demo - Build thread-based demo" + @echo " genai_demo_event - Build event-based demo" + @echo " run - Build and run thread-based demo" + @echo " run-event - Build and run event-based demo" + @echo " clean - Remove build artifacts" + @echo " rebuild - Clean and build all" + @echo " debug - Build with debug flags and extra warnings" + @echo " help - Show this help message" + +.PHONY: all run run-event clean rebuild debug help diff --git a/genai_prototype/genai_demo_event.cpp b/genai_prototype/genai_demo_event.cpp new file mode 100644 index 0000000000..5dbd178c20 --- /dev/null +++ b/genai_prototype/genai_demo_event.cpp @@ -0,0 +1,889 @@ +/** + * @file genai_demo_event.cpp + * @brief Event-driven demonstration of GenAI module architecture + * + * This program demonstrates an event-driven approach to testing the GenAI + * module, which is more realistic and provides better isolation than the + * thread-based approach. + * + * @par Key Differences from genai_demo.cpp + * + * - **Clients are objects, not threads**: Clients are managed by a main + * event loop instead of running in their own threads + * + * - **Randomized timing**: Clients are added and send requests at random + * intervals, simulating realistic traffic patterns + * + * - **Single epoll set**: Main loop monitors both client responses and + * uses timeouts for periodic tasks (adding clients, sending requests) + * + * - **Better observability**: Central event loop makes it easy to see + * queue depth, active clients, and overall system state + * + * @par Architecture + * + * ``` + * Main Event Loop + * ├─ Randomly add new clients (configurable probability) + * ├─ For each client: randomly send request if ready + * ├─ epoll_wait() for responses (with timeout) + * ├─ Process incoming responses + * ├─ Remove completed clients + * ├─ Print statistics periodically + * └─ Exit when duration elapsed or max clients completed + * ``` + * + * @par Client Lifecycle + * + * ``` + * NEW → CONNECTED → IDLE → WAITING_FOR_RESPONSE → IDLE → ... → DONE + * ↑ │ + * └────────────────────────────────────┘ + * (after response, can send again) + * ``` + * + * @par Configuration + * + * The demo behavior can be configured via Config struct: + * - genai_workers: Number of GenAI worker threads + * - max_clients: Maximum number of concurrent clients + * - run_duration_seconds: How long to run the demo + * - client_add_probability: Chance to add a client per iteration + * - request_send_probability: Chance an idle client sends a request + * - min/max_requests_per_client: Range of requests per client + * + * @par Build and Run + * + * @code{.sh} + * # Compile + * g++ -std=c++17 -o genai_demo_event genai_demo_event.cpp -lpthread + * + * # Run + * ./genai_demo_event + * + * @author ProxySQL Team + * @date 2025-01-08 + * @version 2.0 + */ + +#include +#include +#include +#include +#include +#include +#include +#include +#include +#include +#include +#include +#include +#include +#include +#include +#include +#include +#include +#include + +// Platform compatibility +#ifndef EFD_CLOEXEC +#define EFD_CLOEXEC 0200000 +#endif +#ifndef EFD_NONBLOCK +#define EFD_NONBLOCK 04000 +#endif + +// ============================================================================ +// Protocol Definitions +// ============================================================================ + +/** + * @struct RequestHeader + * @brief Header structure for client requests to GenAI module + * + * See genai_demo.cpp for full documentation. + */ +struct RequestHeader { + uint64_t request_id; + uint32_t operation; + uint32_t input_size; + uint32_t flags; +}; + +/** + * @struct ResponseHeader + * @brief Header structure for GenAI module responses to clients + * + * See genai_demo.cpp for full documentation. + */ +struct ResponseHeader { + uint64_t request_id; + uint32_t status_code; + uint32_t output_size; + uint32_t processing_time_ms; +}; + +/** + * @enum Operation + * @brief Supported GenAI operations + */ +enum Operation { + OP_EMBEDDING = 0, + OP_COMPLETION = 1, + OP_RAG = 2 +}; + +// ============================================================================ +// GenAI Module (reused from genai_demo.cpp) +// ============================================================================ + +/** + * @class GenAIModule + * @brief Thread-pool based GenAI processing module + * + * This is the same GenAI module from genai_demo.cpp, providing + * the asynchronous request processing with thread pool. + * + * See genai_demo.cpp for detailed documentation. + */ +class GenAIModule { +public: + struct Request { + int client_fd; + uint64_t request_id; + uint32_t operation; + std::string input; + }; + + GenAIModule(int num_workers = 4) + : num_workers_(num_workers), running_(false) {} + + void start() { + running_ = true; + + epoll_fd_ = epoll_create1(EPOLL_CLOEXEC); + if (epoll_fd_ < 0) { + perror("epoll_create1"); + exit(1); + } + + event_fd_ = eventfd(0, EFD_NONBLOCK | EFD_CLOEXEC); + if (event_fd_ < 0) { + perror("eventfd"); + exit(1); + } + + struct epoll_event ev; + ev.events = EPOLLIN; + ev.data.fd = event_fd_; + if (epoll_ctl(epoll_fd_, EPOLL_CTL_ADD, event_fd_, &ev) < 0) { + perror("epoll_ctl eventfd"); + exit(1); + } + + for (int i = 0; i < num_workers_; i++) { + worker_threads_.emplace_back([this, i]() { worker_loop(i); }); + } + + listener_thread_ = std::thread([this]() { listener_loop(); }); + + std::cout << "[GenAI] Module started with " << num_workers_ << " workers\n"; + } + + void register_client(int client_fd) { + std::lock_guard lock(clients_mutex_); + + int flags = fcntl(client_fd, F_GETFL, 0); + fcntl(client_fd, F_SETFL, flags | O_NONBLOCK); + + struct epoll_event ev; + ev.events = EPOLLIN; + ev.data.fd = client_fd; + if (epoll_ctl(epoll_fd_, EPOLL_CTL_ADD, client_fd, &ev) < 0) { + perror("epoll_ctl client_fd"); + return; + } + + client_fds_.insert(client_fd); + } + + void stop() { + running_ = false; + + uint64_t value = 1; + write(event_fd_, &value, sizeof(value)); + queue_cv_.notify_all(); + + if (listener_thread_.joinable()) { + listener_thread_.join(); + } + + for (auto& t : worker_threads_) { + if (t.joinable()) { + t.join(); + } + } + + for (int fd : client_fds_) { + close(fd); + } + + close(epoll_fd_); + close(event_fd_); + + std::cout << "[GenAI] Module stopped\n"; + } + + size_t get_queue_size() const { + std::lock_guard lock(queue_mutex_); + return request_queue_.size(); + } + +private: + void listener_loop() { + const int MAX_EVENTS = 64; + struct epoll_event events[MAX_EVENTS]; + + while (running_) { + int nfds = epoll_wait(epoll_fd_, events, MAX_EVENTS, 100); + + if (nfds < 0 && errno != EINTR) { + perror("epoll_wait"); + break; + } + + for (int i = 0; i < nfds; i++) { + if (events[i].data.fd == event_fd_) { + continue; + } + + int client_fd = events[i].data.fd; + + RequestHeader header; + ssize_t n = read(client_fd, &header, sizeof(header)); + + if (n <= 0) { + epoll_ctl(epoll_fd_, EPOLL_CTL_DEL, client_fd, nullptr); + close(client_fd); + std::lock_guard lock(clients_mutex_); + client_fds_.erase(client_fd); + continue; + } + + std::string input(header.input_size, '\0'); + size_t total_read = 0; + while (total_read < header.input_size) { + ssize_t r = read(client_fd, &input[total_read], header.input_size - total_read); + if (r <= 0) break; + total_read += r; + } + + Request req; + req.client_fd = client_fd; + req.request_id = header.request_id; + req.operation = header.operation; + req.input = std::move(input); + + { + std::lock_guard lock(queue_mutex_); + request_queue_.push(std::move(req)); + } + + queue_cv_.notify_one(); + } + } + } + + void worker_loop(int worker_id) { + while (running_) { + Request req; + + { + std::unique_lock lock(queue_mutex_); + queue_cv_.wait(lock, [this] { + return !running_ || !request_queue_.empty(); + }); + + if (!running_) break; + + if (request_queue_.empty()) continue; + + req = std::move(request_queue_.front()); + request_queue_.pop(); + } + + unsigned int seed = req.request_id; + int sleep_ms = 100 + (rand_r(&seed) % 400); + + std::this_thread::sleep_for(std::chrono::milliseconds(sleep_ms)); + + std::string output = "Processed: " + req.input; + + ResponseHeader resp; + resp.request_id = req.request_id; + resp.status_code = 0; + resp.output_size = output.size(); + resp.processing_time_ms = sleep_ms; + + write(req.client_fd, &resp, sizeof(resp)); + write(req.client_fd, output.data(), output.size()); + } + } + + int num_workers_; + std::atomic running_; + int epoll_fd_; + int event_fd_; + std::thread listener_thread_; + std::vector worker_threads_; + std::queue request_queue_; + mutable std::mutex queue_mutex_; + std::condition_variable queue_cv_; + std::unordered_set client_fds_; + mutable std::mutex clients_mutex_; +}; + +// ============================================================================ +// Configuration +// ============================================================================ + +/** + * @struct Config + * @brief Configuration for the event-driven GenAI demo + * + * @var genai_workers + * Number of worker threads in the GenAI module pool + * + * @var max_clients + * Maximum number of concurrent client connections to create + * + * @var run_duration_seconds + * How long the demo should run before terminating + * + * @var client_add_probability + * Probability (0.0 to 1.0) of adding a new client per main loop iteration + * + * @var request_send_probability + * Probability (0.0 to 1.0) that an idle client sends a request per iteration + * + * @var min_requests_per_client + * Minimum number of requests each client must send before completing + * + * @var max_requests_per_client + * Maximum number of requests each client will send + * + * @var stats_print_interval_ms + * How often to print statistics (in milliseconds) + */ +struct Config { + int genai_workers = 4; + int max_clients = 15; + int run_duration_seconds = 20; + double client_add_probability = 0.15; // 15% chance per iteration + double request_send_probability = 0.25; // 25% chance per idle client + int min_requests_per_client = 2; + int max_requests_per_client = 8; + int stats_print_interval_ms = 500; +}; + +// ============================================================================ +// Client +// ============================================================================ + +/** + * @class Client + * @brief Event-driven client for GenAI module testing + * + * Unlike the thread-based Client in genai_demo.cpp, this client is + * designed to be managed by a main event loop. It maintains internal + * state and processes events incrementally. + * + * @par State Machine + * + * ``` + * NEW → CONNECTED → IDLE → WAITING_FOR_RESPONSE → IDLE → ... → DONE + * ↑ │ + * └────────────────────────────────────┘ + * (after response, can send again) + * ``` + * + * @par Usage Pattern + * + * @code{.cpp} + * // Create client + * Client* client = new Client(id, config); + * + * // Connect to GenAI + * client->connect(genai_module); + * + * // In main event loop: + * if (client->can_send_request() && random() < threshold) { + * client->send_request(); + * } + * + * // After epoll event: + * if (client->has_response()) { + * client->process_response(); + * } + * + * // Check if done + * if (client->is_done()) { + * delete client; + * } + * @endcode + */ +class Client { +public: + + /** + * @enum State + * @brief Client state for state machine + */ + enum State { + NEW, ///< Client just created, not connected + CONNECTED, ///< Connected to GenAI, ready to send + IDLE, ///< Ready to send next request + WAITING_FOR_RESPONSE, ///< Request sent, waiting for response + DONE ///< All requests completed + }; + + /** + * @brief Construct a Client with specified ID and configuration + * + * @param id Unique identifier for this client + * @param config Configuration determining client behavior + */ + Client(int id, const Config& config) + : id_(id), + config_(config), + state_(NEW), + read_fd_(-1), + genai_fd_(-1), + next_request_id_(1), + requests_sent_(0), + total_requests_(0), + responses_received_(0), + last_send_time_(std::chrono::steady_clock::now()), + last_response_time_(std::chrono::steady_clock::now()) { + + // Randomize total requests for this client + std::random_device rd; + std::mt19937 gen(rd()); + std::uniform_int_distribution<> dist( + config_.min_requests_per_client, + config_.max_requests_per_client + ); + total_requests_ = dist(gen); + } + + /** + * @brief Connect this client to the GenAI module + * + * Creates a socketpair and registers with GenAI module. + * + * @param genai Reference to the GenAI module + * + * @post state_ is CONNECTED + * @post read_fd_ and genai_fd_ are set + */ + void connect(GenAIModule& genai) { + int fds[2]; + if (socketpair(AF_UNIX, SOCK_STREAM, 0, fds) < 0) { + perror("socketpair"); + return; + } + + read_fd_ = fds[0]; + genai_fd_ = fds[1]; + + int flags = fcntl(read_fd_, F_GETFL, 0); + fcntl(read_fd_, F_SETFL, flags | O_NONBLOCK); + + genai.register_client(genai_fd_); + + state_ = IDLE; // Ready to send requests + + std::cout << "[" << id_ << "] Connected (will send " + << total_requests_ << " requests)\n"; + } + + /** + * @brief Check if this client can send a request + * + * @return true if client is in IDLE state and can send + */ + bool can_send_request() const { + return state_ == IDLE; + } + + /** + * @brief Send a request to the GenAI module + * + * @pre state_ is IDLE + * @post state_ is WAITING_FOR_RESPONSE + */ + void send_request() { + if (state_ != IDLE) return; + + std::string input = "Client" + std::to_string(id_) + " req#" + + std::to_string(requests_sent_ + 1); + uint64_t request_id = next_request_id_++; + + RequestHeader req; + req.request_id = request_id; + req.operation = OP_EMBEDDING; + req.input_size = input.size(); + req.flags = 0; + + write(genai_fd_, &req, sizeof(req)); + write(genai_fd_, input.data(), input.size()); + + pending_requests_[request_id] = std::chrono::steady_clock::now(); + requests_sent_++; + last_send_time_ = std::chrono::steady_clock::now(); + state_ = WAITING_FOR_RESPONSE; + + std::cout << "[" << id_ << "] Sent request " << request_id + << " (" << requests_sent_ << "/" << total_requests_ << ")\n"; + } + + /** + * @brief Check if this client has a response ready to process + * + * Non-blocking read to check for response. + * + * @return true if response was received and processed + */ + bool has_response() { + if (state_ != WAITING_FOR_RESPONSE) { + return false; + } + + ResponseHeader resp; + ssize_t n = read(read_fd_, &resp, sizeof(resp)); + + if (n <= 0) { + return false; + } + + // Read output data + std::string output(resp.output_size, '\0'); + size_t total_read = 0; + while (total_read < resp.output_size) { + ssize_t r = read(read_fd_, &output[total_read], resp.output_size - total_read); + if (r <= 0) break; + total_read += r; + } + + auto it = pending_requests_.find(resp.request_id); + if (it != pending_requests_.end()) { + auto start_time = it->second; + auto end_time = std::chrono::steady_clock::now(); + auto duration = std::chrono::duration_cast( + end_time - start_time).count(); + + std::cout << "[" << id_ << "] Received response " << resp.request_id + << " (rtt=" << duration << "ms, proc=" << resp.processing_time_ms << "ms)\n"; + + pending_requests_.erase(it); + } + + responses_received_++; + last_response_time_ = std::chrono::steady_clock::now(); + + // Check if we should send more requests or are done + if (requests_sent_ >= total_requests_) { + state_ = DONE; + } else { + state_ = IDLE; + } + + return true; + } + + /** + * @brief Check if this client is done (all requests completed) + * + * @return true if state_ is DONE + */ + bool is_done() const { + return state_ == DONE; + } + + /** + * @brief Get the file descriptor for monitoring responses + * + * @return read_fd_ for epoll monitoring + */ + int get_read_fd() const { + return read_fd_; + } + + /** + * @brief Get client ID + * + * @return Client's unique identifier + */ + int get_id() const { + return id_; + } + + /** + * @brief Close connection and clean up + */ + void close() { + if (read_fd_ >= 0) ::close(read_fd_); + if (genai_fd_ >= 0) ::close(genai_fd_); + read_fd_ = -1; + genai_fd_ = -1; + } + + /** + * @brief Get current state as string + * + * @return String representation of state_ + */ + const char* get_state_string() const { + switch (state_) { + case NEW: return "NEW"; + case CONNECTED: return "CONNECTED"; + case IDLE: return "IDLE"; + case WAITING_FOR_RESPONSE: return "WAITING"; + case DONE: return "DONE"; + default: return "UNKNOWN"; + } + } + +private: + int id_; ///< Client identifier + Config config_; ///< Configuration + State state_; ///< Current state + + int read_fd_; ///< FD for reading responses + int genai_fd_; ///< FD for writing requests + + uint64_t next_request_id_; ///< Next request ID to use + int requests_sent_; ///< Number of requests sent + int total_requests_; ///< Total requests to send + int responses_received_; ///< Number of responses received + + std::chrono::steady_clock::time_point last_send_time_; + std::chrono::steady_clock::time_point last_response_time_; + + std::unordered_map pending_requests_; +}; + +// ============================================================================ +// Main +// ============================================================================ + +/** + * @brief Main entry point for event-driven GenAI demonstration + * + * Creates a single event loop that: + * - Randomly adds clients over time + * - Randomly sends requests from idle clients + * - Monitors all client FDs for responses via epoll + * - Prints statistics periodically + * - Runs for a configurable duration + * + * @par Event Loop Flow + * + * 1. Check if we should add a new client (random chance) + * 2. For each client: randomly send request if idle + * 3. epoll_wait() with timeout for: + * - Client responses + * - Periodic tasks (add client, send request, print stats) + * 4. Process any responses received + * 5. Remove completed clients + * 6. Print stats periodically + * 7. Exit when duration elapsed or max clients completed + * + * @return 0 on success + */ +int main() { + std::cout << "=== GenAI Module Event-Driven Demonstration ===\n\n"; + + Config config; + + std::cout << "Configuration:\n"; + std::cout << " GenAI workers: " << config.genai_workers << "\n"; + std::cout << " Max clients: " << config.max_clients << "\n"; + std::cout << " Run duration: " << config.run_duration_seconds << "s\n"; + std::cout << " Client add probability: " << config.client_add_probability << "\n"; + std::cout << " Request send probability: " << config.request_send_probability << "\n"; + std::cout << " Requests per client: " << config.min_requests_per_client + << "-" << config.max_requests_per_client << "\n\n"; + + // Create and start GenAI module + GenAIModule genai(config.genai_workers); + genai.start(); + + // Create main epoll set for monitoring client responses + int main_epoll_fd = epoll_create1(EPOLL_CLOEXEC); + if (main_epoll_fd < 0) { + perror("epoll_create1"); + return 1; + } + + // Clients managed by main loop + std::vector clients; + int next_client_id = 1; + int total_clients_created = 0; + int total_clients_completed = 0; + + // Statistics + uint64_t total_requests_sent = 0; + uint64_t total_responses_received = 0; + auto last_stats_time = std::chrono::steady_clock::now(); + + // Random number generation + std::random_device rd; + std::mt19937 gen(rd()); + std::uniform_real_distribution<> dis(0.0, 1.0); + + auto start_time = std::chrono::steady_clock::now(); + + std::cout << "=== Starting Event Loop ===\n\n"; + + bool running = true; + while (running) { + auto now = std::chrono::steady_clock::now(); + auto elapsed = std::chrono::duration_cast( + now - start_time).count(); + + // Check termination condition + if (elapsed >= config.run_duration_seconds) { + std::cout << "\n=== Time elapsed, shutting down ===\n"; + running = false; + break; + } + + // -------------------------------------------------------- + // 1. Randomly add new clients + // -------------------------------------------------------- + if (clients.size() < static_cast(config.max_clients) && + total_clients_created < config.max_clients && + dis(gen) < config.client_add_probability) { + + Client* client = new Client(next_client_id++, config); + client->connect(genai); + + // Add to main epoll for monitoring responses + struct epoll_event ev; + ev.events = EPOLLIN; + ev.data.ptr = client; + if (epoll_ctl(main_epoll_fd, EPOLL_CTL_ADD, client->get_read_fd(), &ev) < 0) { + perror("epoll_ctl client"); + delete client; + } else { + clients.push_back(client); + total_clients_created++; + } + } + + // -------------------------------------------------------- + // 2. Randomly send requests from idle clients + // -------------------------------------------------------- + for (auto* client : clients) { + if (client->can_send_request() && dis(gen) < config.request_send_probability) { + client->send_request(); + total_requests_sent++; + } + } + + // -------------------------------------------------------- + // 3. Wait for events (responses or timeout) + // -------------------------------------------------------- + const int MAX_EVENTS = 64; + struct epoll_event events[MAX_EVENTS]; + + int timeout_ms = 100; // 100ms timeout for periodic checks + int nfds = epoll_wait(main_epoll_fd, events, MAX_EVENTS, timeout_ms); + + // -------------------------------------------------------- + // 4. Process responses + // -------------------------------------------------------- + for (int i = 0; i < nfds; i++) { + Client* client = static_cast(events[i].data.ptr); + + if (client->has_response()) { + total_responses_received++; + + if (client->is_done()) { + // Remove from epoll + epoll_ctl(main_epoll_fd, EPOLL_CTL_DEL, client->get_read_fd(), nullptr); + + // Remove from clients vector + clients.erase( + std::remove(clients.begin(), clients.end(), client), + clients.end() + ); + + std::cout << "[" << client->get_id() << "] Completed all requests, removing\n"; + + client->close(); + delete client; + total_clients_completed++; + } + } + } + + // -------------------------------------------------------- + // 5. Print statistics periodically + // -------------------------------------------------------- + auto time_since_last_stats = std::chrono::duration_cast( + now - last_stats_time).count(); + + if (time_since_last_stats >= config.stats_print_interval_ms) { + std::cout << "\n[STATS] T+" << elapsed << "s " + << "| Active clients: " << clients.size() + << " | Queue depth: " << genai.get_queue_size() + << " | Requests sent: " << total_requests_sent + << " | Responses: " << total_responses_received + << " | Completed: " << total_clients_completed << "\n"; + + // Show state distribution + std::unordered_map state_counts; + for (auto* client : clients) { + state_counts[client->get_state_string()]++; + } + std::cout << " States: "; + for (auto& [state, count] : state_counts) { + std::cout << state << "=" << count << " "; + } + std::cout << "\n\n"; + + last_stats_time = now; + } + } + + // ------------------------------------------------------------ + // Final statistics + // ------------------------------------------------------------ + std::cout << "\n=== Final Statistics ===\n"; + std::cout << "Total clients created: " << total_clients_created << "\n"; + std::cout << "Total clients completed: " << total_clients_completed << "\n"; + std::cout << "Total requests sent: " << total_requests_sent << "\n"; + std::cout << "Total responses received: " << total_responses_received << "\n"; + + // Clean up remaining clients + for (auto* client : clients) { + epoll_ctl(main_epoll_fd, EPOLL_CTL_DEL, client->get_read_fd(), nullptr); + client->close(); + delete client; + } + clients.clear(); + + close(main_epoll_fd); + + // Stop GenAI module + std::cout << "\nStopping GenAI module...\n"; + genai.stop(); + + std::cout << "\n=== Demonstration Complete ===\n"; + + return 0; +} From 012142eeedbaaf7a74575f58e7a3b7596475fa70 Mon Sep 17 00:00:00 2001 From: Rene Cannao Date: Thu, 8 Jan 2026 21:17:00 +0000 Subject: [PATCH 07/26] Fix event-driven GenAI demo and add early termination Fixed a critical bug in socketpair usage where clients were reading back their own requests instead of receiving processed responses from GenAI. Bug fix: - Changed client to write requests to read_fd_ instead of genai_fd_ - GenAI now correctly receives requests from client's write fd - Responses flow properly: client -> GenAI -> client Enhancements: - Added early termination when all work is done (no more waiting) - Reduced request send probability to 8% (more realistic spacing) - Increased requests per client to 5-15 (longer demo) Results: - Processing times now show realistic 100-500ms values - Queue depth occasionally > 0 when workers are busy - Clients properly transition through WAITING state - Early termination triggers when all clients complete --- genai_prototype/genai_demo_event | Bin 0 -> 794496 bytes genai_prototype/genai_demo_event.cpp | 28 +++++++++++++++++++-------- 2 files changed, 20 insertions(+), 8 deletions(-) create mode 100755 genai_prototype/genai_demo_event diff --git a/genai_prototype/genai_demo_event b/genai_prototype/genai_demo_event new file mode 100755 index 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z==^3X%%yVse??hd{_LHSS?4YpZZ2v2)1<%QA}@cb`c6XU+I}^Ex&0SVKu4qXFzN3y zj(uB7l-twyI)4iq$C2brUVjI2;sWKbf;{zKx3A9~uPgaGWH+*3-L58F2Voi_Ew8`t z_=l3;sRl-?QOj#PqGN0M_VsrlFMe0HutN{5YEaAT{Qaf=XXilAN&!93m3TJ)_5Dqd zr@D0i^|{vFXC=pO>Rc|(<*w*Yqj+Z+_teO*JWNp? z|9!A2<@9e^p6*LSELdOsyOf_%4)lYdQfSn6uZIPniDb4b1l3RTKT_VtInaD6x4#R8 V+V=B&UwbFc%p*Ne5-8mo{{v&cvMK-o literal 0 HcmV?d00001 diff --git a/genai_prototype/genai_demo_event.cpp b/genai_prototype/genai_demo_event.cpp index 5dbd178c20..ad7c2d77b3 100644 --- a/genai_prototype/genai_demo_event.cpp +++ b/genai_prototype/genai_demo_event.cpp @@ -382,9 +382,9 @@ struct Config { int max_clients = 15; int run_duration_seconds = 20; double client_add_probability = 0.15; // 15% chance per iteration - double request_send_probability = 0.25; // 25% chance per idle client - int min_requests_per_client = 2; - int max_requests_per_client = 8; + double request_send_probability = 0.08; // 8% chance per idle client (more spread out) + int min_requests_per_client = 5; + int max_requests_per_client = 15; int stats_print_interval_ms = 500; }; @@ -495,13 +495,15 @@ class Client { return; } + // Client uses fds[0] for both reading and writing + // GenAI uses fds[1] for both reading and writing read_fd_ = fds[0]; - genai_fd_ = fds[1]; + genai_fd_ = fds[1]; // Only used for registration int flags = fcntl(read_fd_, F_GETFL, 0); fcntl(read_fd_, F_SETFL, flags | O_NONBLOCK); - genai.register_client(genai_fd_); + genai.register_client(genai_fd_); // GenAI gets the other end state_ = IDLE; // Ready to send requests @@ -537,8 +539,8 @@ class Client { req.input_size = input.size(); req.flags = 0; - write(genai_fd_, &req, sizeof(req)); - write(genai_fd_, input.data(), input.size()); + write(read_fd_, &req, sizeof(req)); + write(read_fd_, input.data(), input.size()); pending_requests_[request_id] = std::chrono::steady_clock::now(); requests_sent_++; @@ -754,7 +756,17 @@ int main() { auto elapsed = std::chrono::duration_cast( now - start_time).count(); - // Check termination condition + // Check termination conditions + bool all_work_done = (total_clients_created >= config.max_clients) && + (clients.empty()) && + (total_clients_completed >= config.max_clients); + + if (all_work_done) { + std::cout << "\n=== All work completed, shutting down early ===\n"; + running = false; + break; + } + if (elapsed >= config.run_duration_seconds) { std::cout << "\n=== Time elapsed, shutting down ===\n"; running = false; From 2c0f3a2e644c14cbfdf0403c9a01bb0f5170160e Mon Sep 17 00:00:00 2001 From: Rene Cannao Date: Fri, 9 Jan 2026 00:11:07 +0000 Subject: [PATCH 08/26] Evolve genai_demo_event to working POC with real embeddings Transform genai_demo_event.cpp from skeleton to working POC that: - Integrates with real llama-server on port 8013 for embeddings - Uses shared memory (passing pointers, not copying data) - Supports single or multiple documents per request - Properly transfers memory ownership between GenAI and client Architecture changes: - Document struct: passed by pointer from client to GenAI - RequestHeader: includes document_count and operation type - ResponseHeader: includes embedding_size and embedding_ptr - EmbeddingResult: allocated by GenAI, owned by client after response libcurl integration: - HTTP POST to llama-server embedding API - JSON parsing of embedding responses - Error handling for network/API failures Key features: - Clients wait for response before sending next request - (ensures document pointers remain valid) - GenAI workers handle multiple concurrent requests - Embedding dimension: 1023 floats (from llama-server) - Processing time: 30-250ms (real API latency) Results: - 5 clients completed 9 embedding requests - All embeddings successfully retrieved - Zero-copy data transfer via shared memory pointers - Early termination when all work completed Future-ready: - Operation enum (OP_EMBEDDING, OP_COMPLETION, OP_RAG) - Extensible for other GenAI operations - Document count supports batch processing --- genai_prototype/Makefile | 8 +- genai_prototype/genai_demo_event | Bin 794496 -> 998752 bytes genai_prototype/genai_demo_event.cpp | 786 ++++++++++++++++----------- 3 files changed, 476 insertions(+), 318 deletions(-) diff --git a/genai_prototype/Makefile b/genai_prototype/Makefile index e1fa27fa2a..249d5e180f 100644 --- a/genai_prototype/Makefile +++ b/genai_prototype/Makefile @@ -3,7 +3,9 @@ CXX = g++ CXXFLAGS = -std=c++17 -Wall -Wextra -O2 -g -LDFLAGS = -lpthread +LDFLAGS = -lpthread -lcurl +CURL_CFLAGS = $(shell curl-config --cflags) +CURL_LDFLAGS = $(shell curl-config --libs) # Target executables TARGET_THREAD = genai_demo @@ -29,7 +31,7 @@ genai_demo: genai_demo.o genai_demo_event: genai_demo_event.o @echo "Linking genai_demo_event..." - $(CXX) genai_demo_event.o $(LDFLAGS) -o genai_demo_event + $(CXX) genai_demo_event.o $(CURL_LDFLAGS) $(LDFLAGS) -o genai_demo_event @echo "Build complete: genai_demo_event" # Compile source files @@ -39,7 +41,7 @@ genai_demo.o: genai_demo.cpp genai_demo_event.o: genai_demo_event.cpp @echo "Compiling $<..." - $(CXX) $(CXXFLAGS) -c $< -o $@ + $(CXX) $(CXXFLAGS) $(CURL_CFLAGS) -c $< -o $@ # Run the demos run: $(TARGET_THREAD) diff --git a/genai_prototype/genai_demo_event b/genai_prototype/genai_demo_event index b490baadc17259bdb9ad424c85c588e06caa1cac..c64ddff1c76190fd155ee93425ee49c562371cdf 100755 GIT binary patch literal 998752 zcmeFa4R{pQ6+b))SqUU$f(4C=y4pn(`N{&pL_iagz^rUAB@wA&lO@@Zm3*1qg`lX> zO_1%fO4VB1szs}d z%+=ud^to0IZ=~jOqQ13yxw!P;nHt_m&E=?@>^)k3e0q4WhHn|FrA9fbi{NQS ztFBKYHS|dt`IoQjGd_)Pc6_;dy)(L)=>1@%hMi4l@GP7%c|t?&xCT#?zinJw{*-Z3CXe?v zkDn+wQ!Xq1Xj8N1Tq&Vjx`@-&C?&URu)&XcBlLXI*WUP1M&-j_goD#3SMIzut7rO0 zTYpX(%FQyQ;g9_EE|0?1cp?q;k(B>*;dv|1$tJD_e{THkbidO0<#p}f9^IH;eBBS9 z8Ry+_$|c`F{osia_oWyA>8yh%9vs!O?uKVlJ|1R0cmm`D{vL)frw)*F7VLE({6}d6 zBp9%>TEvo8Vt;|corodo*4Gl5-woIuWx5{#E&3Gm?r_!SB4 z>N&_W9J-GGRl%+X!dE0{@3;hZ_%Ij`q~{e0^t?C${VfUb_b1S^C4oG>3H(M+0{Y)4 zpuanTJZb{GGlBj;NuYnq+g@Q`|ScNNrf2i#JA}2yj914 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z==^3X%%yVse??hd{_LHSS?4YpZZ2v2)1<%QA}@cb`c6XU+I}^Ex&0SVKu4qXFzN3y zj(uB7l-twyI)4iq$C2brUVjI2;sWKbf;{zKx3A9~uPgaGWH+*3-L58F2Voi_Ew8`t z_=l3;sRl-?QOj#PqGN0M_VsrlFMe0HutN{5YEaAT{Qaf=XXilAN&!93m3TJ)_5Dqd zr@D0i^|{vFXC=pO>Rc|(<*w*Yqj+Z+_teO*JWNp? z|9!A2<@9e^p6*LSELdOsyOf_%4)lYdQfSn6uZIPniDb4b1l3RTKT_VtInaD6x4#R8 V+V=B&UwbFc%p*Ne5-8mo{{v&cvMK-o diff --git a/genai_prototype/genai_demo_event.cpp b/genai_prototype/genai_demo_event.cpp index ad7c2d77b3..ea6dc182f9 100644 --- a/genai_prototype/genai_demo_event.cpp +++ b/genai_prototype/genai_demo_event.cpp @@ -1,69 +1,31 @@ /** * @file genai_demo_event.cpp - * @brief Event-driven demonstration of GenAI module architecture + * @brief Event-driven GenAI module POC with real llama-server integration * - * This program demonstrates an event-driven approach to testing the GenAI - * module, which is more realistic and provides better isolation than the - * thread-based approach. - * - * @par Key Differences from genai_demo.cpp - * - * - **Clients are objects, not threads**: Clients are managed by a main - * event loop instead of running in their own threads - * - * - **Randomized timing**: Clients are added and send requests at random - * intervals, simulating realistic traffic patterns - * - * - **Single epoll set**: Main loop monitors both client responses and - * uses timeouts for periodic tasks (adding clients, sending requests) - * - * - **Better observability**: Central event loop makes it easy to see - * queue depth, active clients, and overall system state + * This POC demonstrates the GenAI module architecture with: + * - Shared memory communication (passing pointers, not copying data) + * - Real embedding generation via llama-server HTTP API + * - Support for single or multiple documents per request + * - libcurl-based HTTP client for embedding API calls * * @par Architecture * - * ``` - * Main Event Loop - * ├─ Randomly add new clients (configurable probability) - * ├─ For each client: randomly send request if ready - * ├─ epoll_wait() for responses (with timeout) - * ├─ Process incoming responses - * ├─ Remove completed clients - * ├─ Print statistics periodically - * └─ Exit when duration elapsed or max clients completed - * ``` - * - * @par Client Lifecycle + * Client and GenAI module share the same process memory space. + * Documents and embeddings are passed by pointer to avoid copying. * - * ``` - * NEW → CONNECTED → IDLE → WAITING_FOR_RESPONSE → IDLE → ... → DONE - * ↑ │ - * └────────────────────────────────────┘ - * (after response, can send again) - * ``` + * @par Request Flow * - * @par Configuration - * - * The demo behavior can be configured via Config struct: - * - genai_workers: Number of GenAI worker threads - * - max_clients: Maximum number of concurrent clients - * - run_duration_seconds: How long to run the demo - * - client_add_probability: Chance to add a client per iteration - * - request_send_probability: Chance an idle client sends a request - * - min/max_requests_per_client: Range of requests per client - * - * @par Build and Run - * - * @code{.sh} - * # Compile - * g++ -std=c++17 -o genai_demo_event genai_demo_event.cpp -lpthread - * - * # Run - * ./genai_demo_event + * 1. Client allocates document(s) in its own memory + * 2. Client sends request with document pointers to GenAI + * 3. GenAI reads document pointers and accesses shared memory + * 4. GenAI calls llama-server via HTTP to get embeddings + * 5. GenAI allocates embedding result and passes pointer back to client + * 6. Client reads embedding from shared memory and displays length + * 7. Client waits for response before sending next request (ensures memory validity) * * @author ProxySQL Team - * @date 2025-01-08 - * @version 2.0 + * @date 2025-01-09 + * @version 3.0 - POC with real embeddings */ #include @@ -86,6 +48,10 @@ #include #include #include +#include +#include +#include +#include // Platform compatibility #ifndef EFD_CLOEXEC @@ -99,67 +65,145 @@ // Protocol Definitions // ============================================================================ +/** + * @enum Operation + * @brief GenAI operation types + */ +enum Operation : uint32_t { + OP_EMBEDDING = 0, ///< Generate embeddings for documents + OP_COMPLETION = 1, ///< Text completion (future) + OP_RAG = 2, ///< RAG query (future) +}; + +/** + * @struct Document + * @brief Document structure passed by pointer (shared memory) + * + * Client allocates this structure and passes its pointer to GenAI. + * GenAI reads the document directly from shared memory. + */ +struct Document { + const char* text; ///< Pointer to document text (owned by client) + size_t text_size; ///< Length of text in bytes + + Document() : text(nullptr), text_size(0) {} + + Document(const char* t, size_t s) : text(t), text_size(s) {} +}; + /** * @struct RequestHeader - * @brief Header structure for client requests to GenAI module + * @brief Header for GenAI requests * - * See genai_demo.cpp for full documentation. + * After this header, the client sends document_count pointers + * to Document structures (as uint64_t). */ struct RequestHeader { - uint64_t request_id; - uint32_t operation; - uint32_t input_size; - uint32_t flags; + uint64_t request_id; ///< Client's correlation ID + uint32_t operation; ///< Operation type (OP_EMBEDDING, etc.) + uint32_t document_count; ///< Number of documents (1 or more) + uint32_t flags; ///< Reserved for future use }; /** - * @struct ResponseHeader - * @brief Header structure for GenAI module responses to clients + * @struct EmbeddingResult + * @brief Embedding vector allocated by GenAI, read by client * - * See genai_demo.cpp for full documentation. + * GenAI allocates this and passes the pointer to client. + * Client reads the embedding and then frees it. */ -struct ResponseHeader { - uint64_t request_id; - uint32_t status_code; - uint32_t output_size; - uint32_t processing_time_ms; +struct EmbeddingResult { + float* data; ///< Pointer to embedding vector (owned by GenAI initially) + size_t size; ///< Number of floats in the embedding + + EmbeddingResult() : data(nullptr), size(0) {} + + ~EmbeddingResult() { + if (data) { + delete[] data; + data = nullptr; + } + } + + // Move constructor and assignment + EmbeddingResult(EmbeddingResult&& other) noexcept + : data(other.data), size(other.size) { + other.data = nullptr; + other.size = 0; + } + + EmbeddingResult& operator=(EmbeddingResult&& other) noexcept { + if (this != &other) { + if (data) delete[] data; + data = other.data; + size = other.size; + other.data = nullptr; + other.size = 0; + } + return *this; + } + + // Disable copy + EmbeddingResult(const EmbeddingResult&) = delete; + EmbeddingResult& operator=(const EmbeddingResult&) = delete; }; /** - * @enum Operation - * @brief Supported GenAI operations + * @struct ResponseHeader + * @brief Header for GenAI responses + * + * For embeddings: passes pointer to EmbeddingResult as uint64_t. */ -enum Operation { - OP_EMBEDDING = 0, - OP_COMPLETION = 1, - OP_RAG = 2 +struct ResponseHeader { + uint64_t request_id; ///< Echo client's request ID + uint32_t status_code; ///< 0=success, >0=error + uint32_t embedding_size; ///< Number of floats in embedding + uint32_t processing_time_ms;///< Time taken to process + uint64_t embedding_ptr; ///< Pointer to embedding data (as uint64_t) + uint32_t result_count; ///< Number of results (for multiple documents) }; // ============================================================================ -// GenAI Module (reused from genai_demo.cpp) +// GenAI Module // ============================================================================ /** * @class GenAIModule - * @brief Thread-pool based GenAI processing module - * - * This is the same GenAI module from genai_demo.cpp, providing - * the asynchronous request processing with thread pool. + * @brief Thread-pool based GenAI processing module with real embedding support * - * See genai_demo.cpp for detailed documentation. + * This module provides embedding generation via llama-server HTTP API. + * It uses a thread pool with epoll-based listener for async processing. */ class GenAIModule { public: + /** + * @struct Request + * @brief Internal request representation + */ struct Request { int client_fd; uint64_t request_id; uint32_t operation; - std::string input; + std::vector documents; ///< Document pointers from shared memory }; GenAIModule(int num_workers = 4) - : num_workers_(num_workers), running_(false) {} + : num_workers_(num_workers), running_(false) { + + // Initialize libcurl + curl_global_init(CURL_GLOBAL_ALL); + } + + ~GenAIModule() { + if (running_) { + stop(); + } + curl_global_cleanup(); + } + /** + * @brief Start the GenAI module (spawn threads) + */ void start() { running_ = true; @@ -190,8 +234,14 @@ class GenAIModule { listener_thread_ = std::thread([this]() { listener_loop(); }); std::cout << "[GenAI] Module started with " << num_workers_ << " workers\n"; + std::cout << "[GenAI] Embedding endpoint: http://127.0.0.1:8013/embedding\n"; } + /** + * @brief Register a client file descriptor with GenAI + * + * @param client_fd File descriptor to monitor (from socketpair) + */ void register_client(int client_fd) { std::lock_guard lock(clients_mutex_); @@ -202,46 +252,50 @@ class GenAIModule { ev.events = EPOLLIN; ev.data.fd = client_fd; if (epoll_ctl(epoll_fd_, EPOLL_CTL_ADD, client_fd, &ev) < 0) { - perror("epoll_ctl client_fd"); + perror("epoll_ctl add client"); return; } client_fds_.insert(client_fd); } + /** + * @brief Stop the GenAI module + */ void stop() { running_ = false; uint64_t value = 1; write(event_fd_, &value, sizeof(value)); - queue_cv_.notify_all(); - if (listener_thread_.joinable()) { - listener_thread_.join(); - } + queue_cv_.notify_all(); for (auto& t : worker_threads_) { - if (t.joinable()) { - t.join(); - } + if (t.joinable()) t.join(); } - for (int fd : client_fds_) { - close(fd); + if (listener_thread_.joinable()) { + listener_thread_.join(); } - close(epoll_fd_); close(event_fd_); + close(epoll_fd_); std::cout << "[GenAI] Module stopped\n"; } + /** + * @brief Get current queue depth (for statistics) + */ size_t get_queue_size() const { std::lock_guard lock(queue_mutex_); return request_queue_.size(); } private: + /** + * @brief Listener loop - reads requests from clients via epoll + */ void listener_loop() { const int MAX_EVENTS = 64; struct epoll_event events[MAX_EVENTS]; @@ -272,19 +326,30 @@ class GenAIModule { continue; } - std::string input(header.input_size, '\0'); + // Read document pointers (passed as uint64_t) + std::vector doc_ptrs(header.document_count); size_t total_read = 0; - while (total_read < header.input_size) { - ssize_t r = read(client_fd, &input[total_read], header.input_size - total_read); + while (total_read < header.document_count * sizeof(uint64_t)) { + ssize_t r = read(client_fd, + (char*)doc_ptrs.data() + total_read, + header.document_count * sizeof(uint64_t) - total_read); if (r <= 0) break; total_read += r; } + // Build request with document pointers (shared memory) Request req; req.client_fd = client_fd; req.request_id = header.request_id; req.operation = header.operation; - req.input = std::move(input); + req.documents.reserve(header.document_count); + + for (uint32_t i = 0; i < header.document_count; i++) { + Document* doc = reinterpret_cast(doc_ptrs[i]); + if (doc && doc->text) { + req.documents.push_back(*doc); + } + } { std::lock_guard lock(queue_mutex_); @@ -296,6 +361,138 @@ class GenAIModule { } } + /** + * @brief Callback function for libcurl to handle HTTP response + */ + static size_t WriteCallback(void* contents, size_t size, size_t nmemb, void* userp) { + size_t totalSize = size * nmemb; + std::string* response = static_cast(userp); + response->append(static_cast(contents), totalSize); + return totalSize; + } + + /** + * @brief Call llama-server embedding API via libcurl + * + * @param text Document text to embed + * @return EmbeddingResult containing the embedding vector + */ + EmbeddingResult call_llama_embedding(const std::string& text) { + EmbeddingResult result; + CURL* curl = curl_easy_init(); + + if (!curl) { + std::cerr << "[Worker] Failed to initialize curl\n"; + return result; + } + + // Build JSON request + std::stringstream json; + json << "{\"input\":\""; + + // Escape JSON special characters + for (char c : text) { + switch (c) { + case '"': json << "\\\""; break; + case '\\': json << "\\\\"; break; + case '\n': json << "\\n"; break; + case '\r': json << "\\r"; break; + case '\t': json << "\\t"; break; + default: json << c; break; + } + } + + json << "\"}"; + + std::string json_str = json.str(); + + // Configure curl + curl_easy_setopt(curl, CURLOPT_URL, "http://127.0.0.1:8013/embedding"); + curl_easy_setopt(curl, CURLOPT_POST, 1L); + curl_easy_setopt(curl, CURLOPT_POSTFIELDS, json_str.c_str()); + curl_easy_setopt(curl, CURLOPT_WRITEFUNCTION, WriteCallback); + + std::string response_data; + curl_easy_setopt(curl, CURLOPT_WRITEDATA, &response_data); + + // Add content-type header + struct curl_slist* headers = nullptr; + headers = curl_slist_append(headers, "Content-Type: application/json"); + curl_easy_setopt(curl, CURLOPT_HTTPHEADER, headers); + + // Perform request + CURLcode res = curl_easy_perform(curl); + + if (res != CURLE_OK) { + std::cerr << "[Worker] curl_easy_perform() failed: " + << curl_easy_strerror(res) << "\n"; + } else { + // Parse JSON response to extract embedding + // Response format: [{"index":0,"embedding":[0.1,0.2,...]}] + size_t embedding_pos = response_data.find("\"embedding\":"); + if (embedding_pos != std::string::npos) { + // Find the array start + size_t array_start = response_data.find("[", embedding_pos); + if (array_start != std::string::npos) { + // Find matching bracket + size_t array_end = array_start; + int bracket_count = 0; + bool in_array = false; + + for (size_t i = array_start; i < response_data.size(); i++) { + if (response_data[i] == '[') { + bracket_count++; + in_array = true; + } else if (response_data[i] == ']') { + bracket_count--; + if (bracket_count == 0 && in_array) { + array_end = i; + break; + } + } + } + + // Parse the array of floats + std::string array_str = response_data.substr(array_start + 1, array_end - array_start - 1); + std::vector embedding; + std::stringstream ss(array_str); + std::string token; + + while (std::getline(ss, token, ',')) { + // Remove whitespace and "null" values + token.erase(0, token.find_first_not_of(" \t\n\r")); + token.erase(token.find_last_not_of(" \t\n\r") + 1); + + if (token == "null" || token.empty()) { + continue; + } + + try { + float val = std::stof(token); + embedding.push_back(val); + } catch (...) { + // Skip invalid values + } + } + + if (!embedding.empty()) { + result.size = embedding.size(); + result.data = new float[embedding.size()]; + std::copy(embedding.begin(), embedding.end(), result.data); + } + } + } + } + + curl_slist_free_all(headers); + curl_easy_cleanup(curl); + + return result; + } + + /** + * @brief Worker loop - processes requests from queue + */ void worker_loop(int worker_id) { while (running_) { Request req; @@ -314,21 +511,72 @@ class GenAIModule { request_queue_.pop(); } - unsigned int seed = req.request_id; - int sleep_ms = 100 + (rand_r(&seed) % 400); - - std::this_thread::sleep_for(std::chrono::milliseconds(sleep_ms)); - - std::string output = "Processed: " + req.input; - - ResponseHeader resp; - resp.request_id = req.request_id; - resp.status_code = 0; - resp.output_size = output.size(); - resp.processing_time_ms = sleep_ms; - - write(req.client_fd, &resp, sizeof(resp)); - write(req.client_fd, output.data(), output.size()); + auto start_time = std::chrono::steady_clock::now(); + + // Process based on operation type + if (req.operation == OP_EMBEDDING) { + // For multiple documents, we'll process the first one for this POC + // TODO: Support batch embedding for multiple documents + if (!req.documents.empty()) { + const Document& doc = req.documents[0]; + std::string text(doc.text, doc.text_size); + + std::cout << "[Worker " << worker_id << "] Processing embedding for document (" + << doc.text_size << " bytes)\n"; + + EmbeddingResult embedding = call_llama_embedding(text); + + auto end_time = std::chrono::steady_clock::now(); + int processing_time_ms = std::chrono::duration_cast( + end_time - start_time).count(); + + // Prepare response + ResponseHeader resp; + resp.request_id = req.request_id; + resp.status_code = (embedding.data != nullptr) ? 0 : 1; + resp.embedding_size = embedding.size; + resp.processing_time_ms = processing_time_ms; + resp.embedding_ptr = reinterpret_cast(embedding.data); + resp.result_count = req.documents.size(); + + // Send response header + write(req.client_fd, &resp, sizeof(resp)); + + // The embedding data stays in shared memory (allocated by GenAI) + // Client will read it and then take ownership (client must free it) + embedding.data = nullptr; // Transfer ownership to client + } else { + // No documents + auto end_time = std::chrono::steady_clock::now(); + int processing_time_ms = std::chrono::duration_cast( + end_time - start_time).count(); + + ResponseHeader resp; + resp.request_id = req.request_id; + resp.status_code = 1; // Error + resp.embedding_size = 0; + resp.processing_time_ms = processing_time_ms; + resp.embedding_ptr = 0; + resp.result_count = 0; + + write(req.client_fd, &resp, sizeof(resp)); + } + } else { + // Unknown operation + auto end_time = std::chrono::steady_clock::now(); + int processing_time_ms = std::chrono::duration_cast( + end_time - start_time).count(); + + ResponseHeader resp; + resp.request_id = req.request_id; + resp.status_code = 1; // Error + resp.embedding_size = 0; + resp.processing_time_ms = processing_time_ms; + resp.embedding_ptr = 0; + resp.result_count = 0; + + write(req.client_fd, &resp, sizeof(resp)); + } } } @@ -351,41 +599,35 @@ class GenAIModule { /** * @struct Config - * @brief Configuration for the event-driven GenAI demo - * - * @var genai_workers - * Number of worker threads in the GenAI module pool - * - * @var max_clients - * Maximum number of concurrent client connections to create - * - * @var run_duration_seconds - * How long the demo should run before terminating - * - * @var client_add_probability - * Probability (0.0 to 1.0) of adding a new client per main loop iteration - * - * @var request_send_probability - * Probability (0.0 to 1.0) that an idle client sends a request per iteration - * - * @var min_requests_per_client - * Minimum number of requests each client must send before completing - * - * @var max_requests_per_client - * Maximum number of requests each client will send - * - * @var stats_print_interval_ms - * How often to print statistics (in milliseconds) + * @brief Configuration for the GenAI event-driven demo */ struct Config { int genai_workers = 4; - int max_clients = 15; - int run_duration_seconds = 20; - double client_add_probability = 0.15; // 15% chance per iteration - double request_send_probability = 0.08; // 8% chance per idle client (more spread out) - int min_requests_per_client = 5; - int max_requests_per_client = 15; - int stats_print_interval_ms = 500; + int max_clients = 5; // Reduced for real API calls + int run_duration_seconds = 30; + double client_add_probability = 0.10; + double request_send_probability = 0.15; + int min_documents_per_request = 1; + int max_documents_per_request = 3; + int stats_print_interval_ms = 1000; +}; + +// ============================================================================ +// Sample Documents +// ============================================================================ + +/** + * @brief Sample documents for testing embeddings + */ +const std::vector SAMPLE_DOCUMENTS = { + "The quick brown fox jumps over the lazy dog. This is a classic sentence that contains all letters of the alphabet.", + "Machine learning is a subset of artificial intelligence that enables systems to learn from data.", + "Embeddings convert text into numerical vectors that capture semantic meaning.", + "Natural language processing has revolutionized how computers understand human language.", + "Vector databases store embeddings for efficient similarity search and retrieval.", + "Transformers have become the dominant architecture for modern natural language processing tasks.", + "Large language models demonstrate remarkable capabilities in text generation and comprehension.", + "Semantic search uses embeddings to find content based on meaning rather than keyword matching." }; // ============================================================================ @@ -394,67 +636,21 @@ struct Config { /** * @class Client - * @brief Event-driven client for GenAI module testing - * - * Unlike the thread-based Client in genai_demo.cpp, this client is - * designed to be managed by a main event loop. It maintains internal - * state and processes events incrementally. - * - * @par State Machine - * - * ``` - * NEW → CONNECTED → IDLE → WAITING_FOR_RESPONSE → IDLE → ... → DONE - * ↑ │ - * └────────────────────────────────────┘ - * (after response, can send again) - * ``` - * - * @par Usage Pattern - * - * @code{.cpp} - * // Create client - * Client* client = new Client(id, config); + * @brief Client that sends embedding requests to GenAI module * - * // Connect to GenAI - * client->connect(genai_module); - * - * // In main event loop: - * if (client->can_send_request() && random() < threshold) { - * client->send_request(); - * } - * - * // After epoll event: - * if (client->has_response()) { - * client->process_response(); - * } - * - * // Check if done - * if (client->is_done()) { - * delete client; - * } - * @endcode + * The client allocates documents and passes pointers to GenAI (shared memory). + * Client waits for response before sending next request (ensures memory validity). */ class Client { public: - - /** - * @enum State - * @brief Client state for state machine - */ enum State { - NEW, ///< Client just created, not connected - CONNECTED, ///< Connected to GenAI, ready to send - IDLE, ///< Ready to send next request - WAITING_FOR_RESPONSE, ///< Request sent, waiting for response - DONE ///< All requests completed + NEW, + CONNECTED, + IDLE, + WAITING_FOR_RESPONSE, + DONE }; - /** - * @brief Construct a Client with specified ID and configuration - * - * @param id Unique identifier for this client - * @param config Configuration determining client behavior - */ Client(int id, const Config& config) : id_(id), config_(config), @@ -465,29 +661,25 @@ class Client { requests_sent_(0), total_requests_(0), responses_received_(0), - last_send_time_(std::chrono::steady_clock::now()), - last_response_time_(std::chrono::steady_clock::now()) { + owned_embedding_(nullptr) { - // Randomize total requests for this client std::random_device rd; std::mt19937 gen(rd()); std::uniform_int_distribution<> dist( - config_.min_requests_per_client, - config_.max_requests_per_client + config_.min_documents_per_request, + config_.max_documents_per_request ); total_requests_ = dist(gen); } - /** - * @brief Connect this client to the GenAI module - * - * Creates a socketpair and registers with GenAI module. - * - * @param genai Reference to the GenAI module - * - * @post state_ is CONNECTED - * @post read_fd_ and genai_fd_ are set - */ + ~Client() { + close(); + // Clean up any owned embedding + if (owned_embedding_) { + delete[] owned_embedding_; + } + } + void connect(GenAIModule& genai) { int fds[2]; if (socketpair(AF_UNIX, SOCK_STREAM, 0, fds) < 0) { @@ -505,59 +697,61 @@ class Client { genai.register_client(genai_fd_); // GenAI gets the other end - state_ = IDLE; // Ready to send requests + state_ = IDLE; std::cout << "[" << id_ << "] Connected (will send " << total_requests_ << " requests)\n"; } - /** - * @brief Check if this client can send a request - * - * @return true if client is in IDLE state and can send - */ bool can_send_request() const { return state_ == IDLE; } - /** - * @brief Send a request to the GenAI module - * - * @pre state_ is IDLE - * @post state_ is WAITING_FOR_RESPONSE - */ void send_request() { if (state_ != IDLE) return; - std::string input = "Client" + std::to_string(id_) + " req#" + - std::to_string(requests_sent_ + 1); + // Allocate documents for this request (owned by client until response) + current_documents_.clear(); + + std::random_device rd; + std::mt19937 gen(rd()); + std::uniform_int_distribution<> doc_dist(0, SAMPLE_DOCUMENTS.size() - 1); + std::uniform_int_distribution<> count_dist(1, 3); + + int num_docs = count_dist(gen); + for (int i = 0; i < num_docs; i++) { + const std::string& sample_text = SAMPLE_DOCUMENTS[doc_dist(gen)]; + current_documents_.push_back(Document(sample_text.c_str(), sample_text.size())); + } + uint64_t request_id = next_request_id_++; RequestHeader req; req.request_id = request_id; req.operation = OP_EMBEDDING; - req.input_size = input.size(); + req.document_count = current_documents_.size(); req.flags = 0; + // Send request header write(read_fd_, &req, sizeof(req)); - write(read_fd_, input.data(), input.size()); + + // Send document pointers (as uint64_t) + std::vector doc_ptrs; + doc_ptrs.reserve(current_documents_.size()); + for (const auto& doc : current_documents_) { + doc_ptrs.push_back(reinterpret_cast(&doc)); + } + write(read_fd_, doc_ptrs.data(), doc_ptrs.size() * sizeof(uint64_t)); pending_requests_[request_id] = std::chrono::steady_clock::now(); requests_sent_++; - last_send_time_ = std::chrono::steady_clock::now(); state_ = WAITING_FOR_RESPONSE; std::cout << "[" << id_ << "] Sent request " << request_id - << " (" << requests_sent_ << "/" << total_requests_ << ")\n"; + << " with " << current_documents_.size() << " document(s) (" + << requests_sent_ << "/" << total_requests_ << ")\n"; } - /** - * @brief Check if this client has a response ready to process - * - * Non-blocking read to check for response. - * - * @return true if response was received and processed - */ bool has_response() { if (state_ != WAITING_FOR_RESPONSE) { return false; @@ -570,15 +764,6 @@ class Client { return false; } - // Read output data - std::string output(resp.output_size, '\0'); - size_t total_read = 0; - while (total_read < resp.output_size) { - ssize_t r = read(read_fd_, &output[total_read], resp.output_size - total_read); - if (r <= 0) break; - total_read += r; - } - auto it = pending_requests_.find(resp.request_id); if (it != pending_requests_.end()) { auto start_time = it->second; @@ -586,14 +771,31 @@ class Client { auto duration = std::chrono::duration_cast( end_time - start_time).count(); - std::cout << "[" << id_ << "] Received response " << resp.request_id - << " (rtt=" << duration << "ms, proc=" << resp.processing_time_ms << "ms)\n"; + if (resp.status_code == 0 && resp.embedding_size > 0) { + // Get embedding pointer from shared memory + float* embedding_ptr = reinterpret_cast(resp.embedding_ptr); + + std::cout << "[" << id_ << "] Received response " << resp.request_id + << " (rtt=" << duration << "ms, proc=" << resp.processing_time_ms + << "ms, embedding_size=" << resp.embedding_size << " floats)\n"; + + // Take ownership of the embedding + if (owned_embedding_) { + delete[] owned_embedding_; + } + owned_embedding_ = embedding_ptr; + } else { + std::cout << "[" << id_ << "] Received response " << resp.request_id + << " (rtt=" << duration << "ms, status=ERROR)\n"; + } pending_requests_.erase(it); } responses_received_++; - last_response_time_ = std::chrono::steady_clock::now(); + + // Clean up current documents (safe now that response is received) + current_documents_.clear(); // Check if we should send more requests or are done if (requests_sent_ >= total_requests_) { @@ -605,36 +807,18 @@ class Client { return true; } - /** - * @brief Check if this client is done (all requests completed) - * - * @return true if state_ is DONE - */ bool is_done() const { return state_ == DONE; } - /** - * @brief Get the file descriptor for monitoring responses - * - * @return read_fd_ for epoll monitoring - */ int get_read_fd() const { return read_fd_; } - /** - * @brief Get client ID - * - * @return Client's unique identifier - */ int get_id() const { return id_; } - /** - * @brief Close connection and clean up - */ void close() { if (read_fd_ >= 0) ::close(read_fd_); if (genai_fd_ >= 0) ::close(genai_fd_); @@ -642,11 +826,6 @@ class Client { genai_fd_ = -1; } - /** - * @brief Get current state as string - * - * @return String representation of state_ - */ const char* get_state_string() const { switch (state_) { case NEW: return "NEW"; @@ -659,20 +838,20 @@ class Client { } private: - int id_; ///< Client identifier - Config config_; ///< Configuration - State state_; ///< Current state + int id_; + Config config_; + State state_; - int read_fd_; ///< FD for reading responses - int genai_fd_; ///< FD for writing requests + int read_fd_; + int genai_fd_; - uint64_t next_request_id_; ///< Next request ID to use - int requests_sent_; ///< Number of requests sent - int total_requests_; ///< Total requests to send - int responses_received_; ///< Number of responses received + uint64_t next_request_id_; + int requests_sent_; + int total_requests_; + int responses_received_; - std::chrono::steady_clock::time_point last_send_time_; - std::chrono::steady_clock::time_point last_response_time_; + std::vector current_documents_; ///< Documents for current request + float* owned_embedding_; ///< Embedding received from GenAI (owned by client) std::unordered_map pending_requests_; }; @@ -681,43 +860,20 @@ class Client { // Main // ============================================================================ -/** - * @brief Main entry point for event-driven GenAI demonstration - * - * Creates a single event loop that: - * - Randomly adds clients over time - * - Randomly sends requests from idle clients - * - Monitors all client FDs for responses via epoll - * - Prints statistics periodically - * - Runs for a configurable duration - * - * @par Event Loop Flow - * - * 1. Check if we should add a new client (random chance) - * 2. For each client: randomly send request if idle - * 3. epoll_wait() with timeout for: - * - Client responses - * - Periodic tasks (add client, send request, print stats) - * 4. Process any responses received - * 5. Remove completed clients - * 6. Print stats periodically - * 7. Exit when duration elapsed or max clients completed - * - * @return 0 on success - */ int main() { - std::cout << "=== GenAI Module Event-Driven Demonstration ===\n\n"; + std::cout << "=== GenAI Module Event-Driven POC ===\n"; + std::cout << "Real embedding generation via llama-server\n\n"; Config config; - std::cout << "Configuration:\n"; std::cout << " GenAI workers: " << config.genai_workers << "\n"; std::cout << " Max clients: " << config.max_clients << "\n"; std::cout << " Run duration: " << config.run_duration_seconds << "s\n"; std::cout << " Client add probability: " << config.client_add_probability << "\n"; std::cout << " Request send probability: " << config.request_send_probability << "\n"; - std::cout << " Requests per client: " << config.min_requests_per_client - << "-" << config.max_requests_per_client << "\n\n"; + std::cout << " Documents per request: " << config.min_documents_per_request + << "-" << config.max_documents_per_request << "\n"; + std::cout << " Sample documents: " << SAMPLE_DOCUMENTS.size() << "\n\n"; // Create and start GenAI module GenAIModule genai(config.genai_workers); @@ -812,7 +968,7 @@ int main() { const int MAX_EVENTS = 64; struct epoll_event events[MAX_EVENTS]; - int timeout_ms = 100; // 100ms timeout for periodic checks + int timeout_ms = 100; int nfds = epoll_wait(main_epoll_fd, events, MAX_EVENTS, timeout_ms); // -------------------------------------------------------- From aa536109249450b1e34e9967402a51e8f2cda4a0 Mon Sep 17 00:00:00 2001 From: Rene Cannao Date: Fri, 9 Jan 2026 05:16:37 +0000 Subject: [PATCH 09/26] Add batch embedding support and scale up GenAI prototype - Add BatchEmbeddingResult struct for contiguous multiple embeddings - Add call_llama_batch_embedding() for batch API requests - Update worker loop to use batch processing for all documents - Scale config: 8 workers, 20 clients, 1-10 docs per request - Add 17 more sample documents (25 total) - Update client to display batch embedding sizes (N x 1024 floats) --- genai_prototype/genai_demo_event.cpp | 288 ++++++++++++++++++++++++--- 1 file changed, 260 insertions(+), 28 deletions(-) diff --git a/genai_prototype/genai_demo_event.cpp b/genai_prototype/genai_demo_event.cpp index ea6dc182f9..273dc09441 100644 --- a/genai_prototype/genai_demo_event.cpp +++ b/genai_prototype/genai_demo_event.cpp @@ -107,7 +107,7 @@ struct RequestHeader { /** * @struct EmbeddingResult - * @brief Embedding vector allocated by GenAI, read by client + * @brief Single embedding vector allocated by GenAI, read by client * * GenAI allocates this and passes the pointer to client. * Client reads the embedding and then frees it. @@ -148,6 +148,56 @@ struct EmbeddingResult { EmbeddingResult& operator=(const EmbeddingResult&) = delete; }; +/** + * @struct BatchEmbeddingResult + * @brief Multiple embedding vectors allocated by GenAI, read by client + * + * For batch requests, GenAI allocates an array of embeddings. + * The embeddings are stored contiguously: [emb1 floats, emb2 floats, ...] + * Each embedding has the same size. + */ +struct BatchEmbeddingResult { + float* data; ///< Pointer to contiguous embedding array (owned by GenAI initially) + size_t embedding_size; ///< Number of floats per embedding + size_t count; ///< Number of embeddings + + BatchEmbeddingResult() : data(nullptr), embedding_size(0), count(0) {} + + ~BatchEmbeddingResult() { + if (data) { + delete[] data; + data = nullptr; + } + } + + // Move constructor and assignment + BatchEmbeddingResult(BatchEmbeddingResult&& other) noexcept + : data(other.data), embedding_size(other.embedding_size), count(other.count) { + other.data = nullptr; + other.embedding_size = 0; + other.count = 0; + } + + BatchEmbeddingResult& operator=(BatchEmbeddingResult&& other) noexcept { + if (this != &other) { + if (data) delete[] data; + data = other.data; + embedding_size = other.embedding_size; + count = other.count; + other.data = nullptr; + other.embedding_size = 0; + other.count = 0; + } + return *this; + } + + // Disable copy + BatchEmbeddingResult(const BatchEmbeddingResult&) = delete; + BatchEmbeddingResult& operator=(const BatchEmbeddingResult&) = delete; + + size_t total_floats() const { return embedding_size * count; } +}; + /** * @struct ResponseHeader * @brief Header for GenAI responses @@ -490,6 +540,160 @@ class GenAIModule { return result; } + /** + * @brief Call llama-server batch embedding API via libcurl + * + * @param texts Vector of document texts to embed + * @return BatchEmbeddingResult containing multiple embedding vectors + */ + BatchEmbeddingResult call_llama_batch_embedding(const std::vector& texts) { + BatchEmbeddingResult result; + CURL* curl = curl_easy_init(); + + if (!curl) { + std::cerr << "[Worker] Failed to initialize curl\n"; + return result; + } + + // Build JSON request with array of inputs + std::stringstream json; + json << "{\"input\":["; + + for (size_t i = 0; i < texts.size(); i++) { + if (i > 0) json << ","; + json << "\""; + + // Escape JSON special characters + for (char c : texts[i]) { + switch (c) { + case '"': json << "\\\""; break; + case '\\': json << "\\\\"; break; + case '\n': json << "\\n"; break; + case '\r': json << "\\r"; break; + case '\t': json << "\\t"; break; + default: json << c; break; + } + } + + json << "\""; + } + + json << "]}"; + + std::string json_str = json.str(); + + // Configure curl + curl_easy_setopt(curl, CURLOPT_URL, "http://127.0.0.1:8013/embedding"); + curl_easy_setopt(curl, CURLOPT_POST, 1L); + curl_easy_setopt(curl, CURLOPT_POSTFIELDS, json_str.c_str()); + curl_easy_setopt(curl, CURLOPT_WRITEFUNCTION, WriteCallback); + + std::string response_data; + curl_easy_setopt(curl, CURLOPT_WRITEDATA, &response_data); + + // Add content-type header + struct curl_slist* headers = nullptr; + headers = curl_slist_append(headers, "Content-Type: application/json"); + curl_easy_setopt(curl, CURLOPT_HTTPHEADER, headers); + + // Perform request + CURLcode res = curl_easy_perform(curl); + + if (res != CURLE_OK) { + std::cerr << "[Worker] curl_easy_perform() failed: " + << curl_easy_strerror(res) << "\n"; + } else { + // Parse JSON response to extract embeddings + // Response format: [{"index":0,"embedding":[[float1,float2,...]]}, {"index":1,...}] + std::vector> all_embeddings; + + // Find all result objects by looking for "embedding": + size_t pos = 0; + while ((pos = response_data.find("\"embedding\":", pos)) != std::string::npos) { + // Find the array start (expecting nested [[...]]) + size_t array_start = response_data.find("[", pos); + if (array_start == std::string::npos) break; + + // Skip the first [ to find the inner array + size_t inner_start = array_start + 1; + if (inner_start >= response_data.size() || response_data[inner_start] != '[') { + // Not a nested array, use first bracket + inner_start = array_start; + } + + // Find matching bracket for the inner array + size_t array_end = inner_start; + int bracket_count = 0; + bool in_array = false; + + for (size_t i = inner_start; i < response_data.size(); i++) { + if (response_data[i] == '[') { + bracket_count++; + in_array = true; + } else if (response_data[i] == ']') { + bracket_count--; + if (bracket_count == 0 && in_array) { + array_end = i; + break; + } + } + } + + // Parse the array of floats + std::string array_str = response_data.substr(inner_start + 1, array_end - inner_start - 1); + std::vector embedding; + std::stringstream ss(array_str); + std::string token; + + while (std::getline(ss, token, ',')) { + // Remove whitespace and "null" values + token.erase(0, token.find_first_not_of(" \t\n\r")); + token.erase(token.find_last_not_of(" \t\n\r") + 1); + + if (token == "null" || token.empty()) { + continue; + } + + try { + float val = std::stof(token); + embedding.push_back(val); + } catch (...) { + // Skip invalid values + } + } + + if (!embedding.empty()) { + all_embeddings.push_back(std::move(embedding)); + } + + // Move past this result + pos = array_end + 1; + } + + // Convert to contiguous array + if (!all_embeddings.empty()) { + result.count = all_embeddings.size(); + result.embedding_size = all_embeddings[0].size(); + + // Allocate contiguous array + size_t total_floats = result.embedding_size * result.count; + result.data = new float[total_floats]; + + // Copy embeddings + for (size_t i = 0; i < all_embeddings.size(); i++) { + size_t offset = i * result.embedding_size; + const auto& emb = all_embeddings[i]; + std::copy(emb.begin(), emb.end(), result.data + offset); + } + } + } + + curl_slist_free_all(headers); + curl_easy_cleanup(curl); + + return result; + } + /** * @brief Worker loop - processes requests from queue */ @@ -515,16 +719,22 @@ class GenAIModule { // Process based on operation type if (req.operation == OP_EMBEDDING) { - // For multiple documents, we'll process the first one for this POC - // TODO: Support batch embedding for multiple documents if (!req.documents.empty()) { - const Document& doc = req.documents[0]; - std::string text(doc.text, doc.text_size); + // Prepare texts for batch embedding + std::vector texts; + texts.reserve(req.documents.size()); + size_t total_bytes = 0; + + for (const auto& doc : req.documents) { + texts.emplace_back(doc.text, doc.text_size); + total_bytes += doc.text_size; + } - std::cout << "[Worker " << worker_id << "] Processing embedding for document (" - << doc.text_size << " bytes)\n"; + std::cout << "[Worker " << worker_id << "] Processing batch embedding for " + << req.documents.size() << " document(s) (" << total_bytes << " bytes)\n"; - EmbeddingResult embedding = call_llama_embedding(text); + // Use batch embedding for all documents + BatchEmbeddingResult batch_embedding = call_llama_batch_embedding(texts); auto end_time = std::chrono::steady_clock::now(); int processing_time_ms = std::chrono::duration_cast( @@ -533,18 +743,18 @@ class GenAIModule { // Prepare response ResponseHeader resp; resp.request_id = req.request_id; - resp.status_code = (embedding.data != nullptr) ? 0 : 1; - resp.embedding_size = embedding.size; + resp.status_code = (batch_embedding.data != nullptr) ? 0 : 1; + resp.embedding_size = batch_embedding.embedding_size; resp.processing_time_ms = processing_time_ms; - resp.embedding_ptr = reinterpret_cast(embedding.data); - resp.result_count = req.documents.size(); + resp.embedding_ptr = reinterpret_cast(batch_embedding.data); + resp.result_count = batch_embedding.count; // Send response header write(req.client_fd, &resp, sizeof(resp)); - // The embedding data stays in shared memory (allocated by GenAI) + // The batch embedding data stays in shared memory (allocated by GenAI) // Client will read it and then take ownership (client must free it) - embedding.data = nullptr; // Transfer ownership to client + batch_embedding.data = nullptr; // Transfer ownership to client } else { // No documents auto end_time = std::chrono::steady_clock::now(); @@ -602,14 +812,14 @@ class GenAIModule { * @brief Configuration for the GenAI event-driven demo */ struct Config { - int genai_workers = 4; - int max_clients = 5; // Reduced for real API calls - int run_duration_seconds = 30; - double client_add_probability = 0.10; - double request_send_probability = 0.15; + int genai_workers = 8; + int max_clients = 20; + int run_duration_seconds = 60; + double client_add_probability = 0.15; + double request_send_probability = 0.20; int min_documents_per_request = 1; - int max_documents_per_request = 3; - int stats_print_interval_ms = 1000; + int max_documents_per_request = 10; + int stats_print_interval_ms = 2000; }; // ============================================================================ @@ -627,7 +837,24 @@ const std::vector SAMPLE_DOCUMENTS = { "Vector databases store embeddings for efficient similarity search and retrieval.", "Transformers have become the dominant architecture for modern natural language processing tasks.", "Large language models demonstrate remarkable capabilities in text generation and comprehension.", - "Semantic search uses embeddings to find content based on meaning rather than keyword matching." + "Semantic search uses embeddings to find content based on meaning rather than keyword matching.", + "Neural networks learn complex patterns through interconnected layers of artificial neurons.", + "Convolutional neural networks excel at image recognition and computer vision tasks.", + "Recurrent neural networks can process sequential data like text and time series.", + "Attention mechanisms allow models to focus on relevant parts of the input.", + "Transfer learning enables models trained on one task to be applied to related tasks.", + "Gradient descent is the fundamental optimization algorithm for training neural networks.", + "Backpropagation efficiently computes gradients by propagating errors backward through the network.", + "Regularization techniques like dropout prevent overfitting in deep learning models.", + "Batch normalization stabilizes training by normalizing layer inputs.", + "Learning rate schedules adjust the step size during optimization for better convergence.", + "Tokenization breaks text into smaller units for processing by language models.", + "Word embeddings like Word2Vec capture semantic relationships between words.", + "Contextual embeddings like BERT generate representations based on surrounding context.", + "Sequence-to-sequence models are used for translation and text summarization.", + "Beam search improves output quality in text generation by considering multiple candidates.", + "Temperature controls randomness in probabilistic sampling for language model outputs.", + "Fine-tuning adapts pre-trained models to specific tasks with limited data." }; // ============================================================================ @@ -716,7 +943,10 @@ class Client { std::random_device rd; std::mt19937 gen(rd()); std::uniform_int_distribution<> doc_dist(0, SAMPLE_DOCUMENTS.size() - 1); - std::uniform_int_distribution<> count_dist(1, 3); + std::uniform_int_distribution<> count_dist( + config_.min_documents_per_request, + config_.max_documents_per_request + ); int num_docs = count_dist(gen); for (int i = 0; i < num_docs; i++) { @@ -772,18 +1002,20 @@ class Client { end_time - start_time).count(); if (resp.status_code == 0 && resp.embedding_size > 0) { - // Get embedding pointer from shared memory - float* embedding_ptr = reinterpret_cast(resp.embedding_ptr); + // Get batch embedding pointer from shared memory + float* batch_embedding_ptr = reinterpret_cast(resp.embedding_ptr); std::cout << "[" << id_ << "] Received response " << resp.request_id << " (rtt=" << duration << "ms, proc=" << resp.processing_time_ms - << "ms, embedding_size=" << resp.embedding_size << " floats)\n"; + << "ms, embeddings=" << resp.result_count + << " x " << resp.embedding_size << " floats = " + << (resp.result_count * resp.embedding_size) << " total floats)\n"; - // Take ownership of the embedding + // Take ownership of the batch embedding if (owned_embedding_) { delete[] owned_embedding_; } - owned_embedding_ = embedding_ptr; + owned_embedding_ = batch_embedding_ptr; } else { std::cout << "[" << id_ << "] Received response " << resp.request_id << " (rtt=" << duration << "ms, status=ERROR)\n"; From f0a32c00b0507531f16ebe02a300b463f179d7eb Mon Sep 17 00:00:00 2001 From: Rene Cannao Date: Fri, 9 Jan 2026 05:46:31 +0000 Subject: [PATCH 10/26] Add rerank support to GenAI prototype via llama-server - Change OP_RAG to OP_RERANK operation type - Add RerankResult and RerankResultArray structs for index/score pairs - Add call_llama_rerank() function calling http://127.0.0.1:8012/rerank - Update listener_loop to read query string for rerank operations - Update worker_loop to handle OP_RERANK requests - Add send_rerank_request() method to Client class - Update has_response() to display rerank results (index, score) - Modify send_request() to randomly choose embedding (70%) or rerank (30%) - Add 7 sample queries for rerank testing - Update response header to use result_ptr (instead of embedding_ptr) - Pass query and documents via shared memory (minimal copying) --- genai_prototype/genai_demo_event.cpp | 535 ++++++++++++++++++++++++--- 1 file changed, 493 insertions(+), 42 deletions(-) diff --git a/genai_prototype/genai_demo_event.cpp b/genai_prototype/genai_demo_event.cpp index 273dc09441..e393ac3230 100644 --- a/genai_prototype/genai_demo_event.cpp +++ b/genai_prototype/genai_demo_event.cpp @@ -5,15 +5,16 @@ * This POC demonstrates the GenAI module architecture with: * - Shared memory communication (passing pointers, not copying data) * - Real embedding generation via llama-server HTTP API + * - Real reranking via llama-server HTTP API * - Support for single or multiple documents per request - * - libcurl-based HTTP client for embedding API calls + * - libcurl-based HTTP client for API calls * * @par Architecture * * Client and GenAI module share the same process memory space. - * Documents and embeddings are passed by pointer to avoid copying. + * Documents and results are passed by pointer to avoid copying. * - * @par Request Flow + * @par Embedding Request Flow * * 1. Client allocates document(s) in its own memory * 2. Client sends request with document pointers to GenAI @@ -21,11 +22,19 @@ * 4. GenAI calls llama-server via HTTP to get embeddings * 5. GenAI allocates embedding result and passes pointer back to client * 6. Client reads embedding from shared memory and displays length - * 7. Client waits for response before sending next request (ensures memory validity) + * + * @par Rerank Request Flow + * + * 1. Client allocates query and document(s) in its own memory + * 2. Client sends request with query pointer and document pointers to GenAI + * 3. GenAI reads pointers and accesses shared memory + * 4. GenAI calls llama-server via HTTP to get rerank results + * 5. GenAI allocates rerank result array and passes pointer back to client + * 6. Client reads results (index, score) from shared memory * * @author ProxySQL Team * @date 2025-01-09 - * @version 3.0 - POC with real embeddings + * @version 3.1 - POC with embeddings and reranking */ #include @@ -72,7 +81,7 @@ enum Operation : uint32_t { OP_EMBEDDING = 0, ///< Generate embeddings for documents OP_COMPLETION = 1, ///< Text completion (future) - OP_RAG = 2, ///< RAG query (future) + OP_RERANK = 2, ///< Rerank documents by relevance to query }; /** @@ -95,14 +104,15 @@ struct Document { * @struct RequestHeader * @brief Header for GenAI requests * - * After this header, the client sends document_count pointers - * to Document structures (as uint64_t). + * For embedding requests: client sends document_count pointers to Document structures (as uint64_t). + * For rerank requests: client sends query (as null-terminated string), then document_count pointers. */ struct RequestHeader { uint64_t request_id; ///< Client's correlation ID - uint32_t operation; ///< Operation type (OP_EMBEDDING, etc.) + uint32_t operation; ///< Operation type (OP_EMBEDDING, OP_RERANK, etc.) uint32_t document_count; ///< Number of documents (1 or more) uint32_t flags; ///< Reserved for future use + uint32_t top_n; ///< For rerank: number of top results to return }; /** @@ -198,19 +208,76 @@ struct BatchEmbeddingResult { size_t total_floats() const { return embedding_size * count; } }; +/** + * @struct RerankResult + * @brief Single rerank result with index and relevance score + * + * Represents one document's rerank result. + * Allocated by GenAI, passed to client via shared memory. + */ +struct RerankResult { + uint32_t index; ///< Original document index + float score; ///< Relevance score (higher is better) +}; + +/** + * @struct RerankResultArray + * @brief Array of rerank results allocated by GenAI + * + * For rerank requests, GenAI allocates an array of RerankResult. + * Client takes ownership and must free the array. + */ +struct RerankResultArray { + RerankResult* data; ///< Pointer to result array (owned by GenAI initially) + size_t count; ///< Number of results + + RerankResultArray() : data(nullptr), count(0) {} + + ~RerankResultArray() { + if (data) { + delete[] data; + data = nullptr; + } + } + + // Move constructor and assignment + RerankResultArray(RerankResultArray&& other) noexcept + : data(other.data), count(other.count) { + other.data = nullptr; + other.count = 0; + } + + RerankResultArray& operator=(RerankResultArray&& other) noexcept { + if (this != &other) { + if (data) delete[] data; + data = other.data; + count = other.count; + other.data = nullptr; + other.count = 0; + } + return *this; + } + + // Disable copy + RerankResultArray(const RerankResultArray&) = delete; + RerankResultArray& operator=(const RerankResultArray&) = delete; +}; + /** * @struct ResponseHeader * @brief Header for GenAI responses * - * For embeddings: passes pointer to EmbeddingResult as uint64_t. + * For embeddings: passes pointer to BatchEmbeddingResult as uint64_t. + * For rerank: passes pointer to RerankResultArray as uint64_t. */ struct ResponseHeader { uint64_t request_id; ///< Echo client's request ID uint32_t status_code; ///< 0=success, >0=error - uint32_t embedding_size; ///< Number of floats in embedding + uint32_t embedding_size; ///< For embeddings: floats per embedding uint32_t processing_time_ms;///< Time taken to process - uint64_t embedding_ptr; ///< Pointer to embedding data (as uint64_t) - uint32_t result_count; ///< Number of results (for multiple documents) + uint64_t result_ptr; ///< Pointer to result data (as uint64_t) + uint32_t result_count; ///< Number of results (embeddings or rerank results) + uint32_t data_size; ///< Additional data size (for future use) }; // ============================================================================ @@ -234,7 +301,9 @@ class GenAIModule { int client_fd; uint64_t request_id; uint32_t operation; - std::vector documents; ///< Document pointers from shared memory + std::string query; ///< Query text (for rerank) + uint32_t top_n; ///< Number of top results (for rerank) + std::vector documents; ///< Document pointers from shared memory }; GenAIModule(int num_workers = 4) @@ -285,6 +354,7 @@ class GenAIModule { std::cout << "[GenAI] Module started with " << num_workers_ << " workers\n"; std::cout << "[GenAI] Embedding endpoint: http://127.0.0.1:8013/embedding\n"; + std::cout << "[GenAI] Rerank endpoint: http://127.0.0.1:8012/rerank\n"; } /** @@ -376,6 +446,19 @@ class GenAIModule { continue; } + // For rerank operations, read the query first + std::string query; + if (header.operation == OP_RERANK) { + // Read query as null-terminated string + char ch; + while (true) { + ssize_t r = read(client_fd, &ch, 1); + if (r <= 0) break; + if (ch == '\0') break; // Null terminator + query += ch; + } + } + // Read document pointers (passed as uint64_t) std::vector doc_ptrs(header.document_count); size_t total_read = 0; @@ -392,6 +475,8 @@ class GenAIModule { req.client_fd = client_fd; req.request_id = header.request_id; req.operation = header.operation; + req.query = query; + req.top_n = header.top_n; req.documents.reserve(header.document_count); for (uint32_t i = 0; i < header.document_count; i++) { @@ -694,6 +779,194 @@ class GenAIModule { return result; } + /** + * @brief Call llama-server rerank API via libcurl + * + * @param query Query string to rerank against + * @param texts Vector of document texts to rerank + * @param top_n Maximum number of results to return + * @return RerankResultArray containing top N results with index and score + */ + RerankResultArray call_llama_rerank(const std::string& query, + const std::vector& texts, + uint32_t top_n) { + RerankResultArray result; + CURL* curl = curl_easy_init(); + + if (!curl) { + std::cerr << "[Worker] Failed to initialize curl\n"; + return result; + } + + // Build JSON request + std::stringstream json; + json << "{\"query\":\""; + + // Escape query JSON special characters + for (char c : query) { + switch (c) { + case '"': json << "\\\""; break; + case '\\': json << "\\\\"; break; + case '\n': json << "\\n"; break; + case '\r': json << "\\r"; break; + case '\t': json << "\\t"; break; + default: json << c; break; + } + } + + json << "\",\"documents\":["; + + // Add documents + for (size_t i = 0; i < texts.size(); i++) { + if (i > 0) json << ","; + json << "\""; + + // Escape document JSON special characters + for (char c : texts[i]) { + switch (c) { + case '"': json << "\\\""; break; + case '\\': json << "\\\\"; break; + case '\n': json << "\\n"; break; + case '\r': json << "\\r"; break; + case '\t': json << "\\t"; break; + default: json << c; break; + } + } + + json << "\""; + } + + json << "]}"; + + std::string json_str = json.str(); + + // Configure curl + curl_easy_setopt(curl, CURLOPT_URL, "http://127.0.0.1:8012/rerank"); + curl_easy_setopt(curl, CURLOPT_POST, 1L); + curl_easy_setopt(curl, CURLOPT_POSTFIELDS, json_str.c_str()); + curl_easy_setopt(curl, CURLOPT_WRITEFUNCTION, WriteCallback); + + std::string response_data; + curl_easy_setopt(curl, CURLOPT_WRITEDATA, &response_data); + + // Add content-type header + struct curl_slist* headers = nullptr; + headers = curl_slist_append(headers, "Content-Type: application/json"); + curl_easy_setopt(curl, CURLOPT_HTTPHEADER, headers); + + // Perform request + CURLcode res = curl_easy_perform(curl); + + if (res != CURLE_OK) { + std::cerr << "[Worker] curl_easy_perform() failed: " + << curl_easy_strerror(res) << "\n"; + } else { + // Parse JSON response to extract rerank results + // Response format: {"results": [{"index": 0, "relevance_score": 0.95}, ...]} + size_t results_pos = response_data.find("\"results\":"); + if (results_pos != std::string::npos) { + // Find the array start + size_t array_start = response_data.find("[", results_pos); + if (array_start != std::string::npos) { + // Find matching bracket + size_t array_end = array_start; + int bracket_count = 0; + bool in_array = false; + + for (size_t i = array_start; i < response_data.size(); i++) { + if (response_data[i] == '[') { + bracket_count++; + in_array = true; + } else if (response_data[i] == ']') { + bracket_count--; + if (bracket_count == 0 && in_array) { + array_end = i; + break; + } + } + } + + // Parse each result object + std::string array_str = response_data.substr(array_start + 1, array_end - array_start - 1); + std::vector results; + + // Simple parsing - look for "index" and "relevance_score" patterns + size_t pos = 0; + while (pos < array_str.size()) { + size_t index_pos = array_str.find("\"index\":", pos); + if (index_pos == std::string::npos) break; + + // Skip to the number + size_t num_start = index_pos + 8; // Skip "\"index\":" + while (num_start < array_str.size() && + (array_str[num_start] == ' ' || array_str[num_start] == '\t')) { + num_start++; + } + + // Find the end of the number + size_t num_end = num_start; + while (num_end < array_str.size() && + (isdigit(array_str[num_end]) || array_str[num_end] == '-')) { + num_end++; + } + + uint32_t index = 0; + if (num_start < num_end) { + try { + index = std::stoul(array_str.substr(num_start, num_end - num_start)); + } catch (...) {} + } + + // Find relevance_score + size_t score_pos = array_str.find("\"relevance_score\":", index_pos); + if (score_pos == std::string::npos) break; + + // Skip to the number + size_t score_start = score_pos + 18; // Skip "\"relevance_score\":" + while (score_start < array_str.size() && + (array_str[score_start] == ' ' || array_str[score_start] == '\t')) { + score_start++; + } + + // Find the end of the number (including decimal point and negative sign) + size_t score_end = score_start; + while (score_end < array_str.size() && + (isdigit(array_str[score_end]) || + array_str[score_end] == '.' || + array_str[score_end] == '-' || + array_str[score_end] == 'e' || + array_str[score_end] == 'E')) { + score_end++; + } + + float score = 0.0f; + if (score_start < score_end) { + try { + score = std::stof(array_str.substr(score_start, score_end - score_start)); + } catch (...) {} + } + + results.push_back({index, score}); + pos = score_end + 1; + } + + // Limit to top_n results + if (!results.empty() && top_n > 0) { + size_t count = std::min(static_cast(top_n), results.size()); + result.count = count; + result.data = new RerankResult[count]; + std::copy(results.begin(), results.begin() + count, result.data); + } + } + } + } + + curl_slist_free_all(headers); + curl_easy_cleanup(curl); + + return result; + } + /** * @brief Worker loop - processes requests from queue */ @@ -746,8 +1019,9 @@ class GenAIModule { resp.status_code = (batch_embedding.data != nullptr) ? 0 : 1; resp.embedding_size = batch_embedding.embedding_size; resp.processing_time_ms = processing_time_ms; - resp.embedding_ptr = reinterpret_cast(batch_embedding.data); + resp.result_ptr = reinterpret_cast(batch_embedding.data); resp.result_count = batch_embedding.count; + resp.data_size = 0; // Send response header write(req.client_fd, &resp, sizeof(resp)); @@ -766,8 +1040,67 @@ class GenAIModule { resp.status_code = 1; // Error resp.embedding_size = 0; resp.processing_time_ms = processing_time_ms; - resp.embedding_ptr = 0; + resp.result_ptr = 0; resp.result_count = 0; + resp.data_size = 0; + + write(req.client_fd, &resp, sizeof(resp)); + } + } else if (req.operation == OP_RERANK) { + if (!req.documents.empty() && !req.query.empty()) { + // Prepare texts for reranking + std::vector texts; + texts.reserve(req.documents.size()); + size_t total_bytes = 0; + + for (const auto& doc : req.documents) { + texts.emplace_back(doc.text, doc.text_size); + total_bytes += doc.text_size; + } + + std::cout << "[Worker " << worker_id << "] Processing rerank for " + << req.documents.size() << " document(s), query=\"" + << req.query.substr(0, 50) + << (req.query.size() > 50 ? "..." : "") + << "\" (" << total_bytes << " bytes)\n"; + + // Call rerank API + RerankResultArray rerank_results = call_llama_rerank(req.query, texts, req.top_n); + + auto end_time = std::chrono::steady_clock::now(); + int processing_time_ms = std::chrono::duration_cast( + end_time - start_time).count(); + + // Prepare response + ResponseHeader resp; + resp.request_id = req.request_id; + resp.status_code = (rerank_results.data != nullptr) ? 0 : 1; + resp.embedding_size = 0; // Not used for rerank + resp.processing_time_ms = processing_time_ms; + resp.result_ptr = reinterpret_cast(rerank_results.data); + resp.result_count = rerank_results.count; + resp.data_size = 0; + + // Send response header + write(req.client_fd, &resp, sizeof(resp)); + + // The rerank results stay in shared memory (allocated by GenAI) + // Client will read them and then take ownership (client must free it) + rerank_results.data = nullptr; // Transfer ownership to client + } else { + // No documents or query + auto end_time = std::chrono::steady_clock::now(); + int processing_time_ms = std::chrono::duration_cast( + end_time - start_time).count(); + + ResponseHeader resp; + resp.request_id = req.request_id; + resp.status_code = 1; // Error + resp.embedding_size = 0; + resp.processing_time_ms = processing_time_ms; + resp.result_ptr = 0; + resp.result_count = 0; + resp.data_size = 0; write(req.client_fd, &resp, sizeof(resp)); } @@ -782,8 +1115,9 @@ class GenAIModule { resp.status_code = 1; // Error resp.embedding_size = 0; resp.processing_time_ms = processing_time_ms; - resp.embedding_ptr = 0; + resp.result_ptr = 0; resp.result_count = 0; + resp.data_size = 0; write(req.client_fd, &resp, sizeof(resp)); } @@ -857,13 +1191,22 @@ const std::vector SAMPLE_DOCUMENTS = { "Fine-tuning adapts pre-trained models to specific tasks with limited data." }; -// ============================================================================ -// Client -// ============================================================================ +/** + * @brief Sample queries for testing reranking + */ +const std::vector SAMPLE_QUERIES = { + "What is machine learning?", + "How do neural networks work?", + "Explain embeddings and vectors", + "What is transformers architecture?", + "How does attention mechanism work?", + "What is backpropagation?", + "Explain natural language processing" +}; /** * @class Client - * @brief Client that sends embedding requests to GenAI module + * @brief Client that sends embedding and rerank requests to GenAI module * * The client allocates documents and passes pointers to GenAI (shared memory). * Client waits for response before sending next request (ensures memory validity). @@ -888,7 +1231,8 @@ class Client { requests_sent_(0), total_requests_(0), responses_received_(0), - owned_embedding_(nullptr) { + owned_embedding_(nullptr), + owned_rerank_results_(nullptr) { std::random_device rd; std::mt19937 gen(rd()); @@ -905,6 +1249,10 @@ class Client { if (owned_embedding_) { delete[] owned_embedding_; } + // Clean up any owned rerank results + if (owned_rerank_results_) { + delete[] owned_rerank_results_; + } } void connect(GenAIModule& genai) { @@ -937,11 +1285,16 @@ class Client { void send_request() { if (state_ != IDLE) return; + std::random_device rd; + std::mt19937 gen(rd()); + + // Randomly choose between embedding and rerank (30% chance of rerank) + std::uniform_real_distribution<> op_dist(0.0, 1.0); + bool use_rerank = op_dist(gen) < 0.3; + // Allocate documents for this request (owned by client until response) current_documents_.clear(); - std::random_device rd; - std::mt19937 gen(rd()); std::uniform_int_distribution<> doc_dist(0, SAMPLE_DOCUMENTS.size() - 1); std::uniform_int_distribution<> count_dist( config_.min_documents_per_request, @@ -956,15 +1309,91 @@ class Client { uint64_t request_id = next_request_id_++; + if (use_rerank && !SAMPLE_QUERIES.empty()) { + // Send rerank request + std::uniform_int_distribution<> query_dist(0, SAMPLE_QUERIES.size() - 1); + const std::string& query = SAMPLE_QUERIES[query_dist(gen)]; + uint32_t top_n = 3 + (gen() % 3); // 3-5 results + + RequestHeader req; + req.request_id = request_id; + req.operation = OP_RERANK; + req.document_count = current_documents_.size(); + req.flags = 0; + req.top_n = top_n; + + // Send request header + write(read_fd_, &req, sizeof(req)); + + // Send query as null-terminated string + write(read_fd_, query.c_str(), query.size() + 1); // +1 for null terminator + + // Send document pointers (as uint64_t) + std::vector doc_ptrs; + doc_ptrs.reserve(current_documents_.size()); + for (const auto& doc : current_documents_) { + doc_ptrs.push_back(reinterpret_cast(&doc)); + } + write(read_fd_, doc_ptrs.data(), doc_ptrs.size() * sizeof(uint64_t)); + + pending_requests_[request_id] = std::chrono::steady_clock::now(); + requests_sent_++; + state_ = WAITING_FOR_RESPONSE; + + std::cout << "[" << id_ << "] Sent RERANK request " << request_id + << " with " << current_documents_.size() << " document(s), top_n=" << top_n + << " (" << requests_sent_ << "/" << total_requests_ << ")\n"; + } else { + // Send embedding request + RequestHeader req; + req.request_id = request_id; + req.operation = OP_EMBEDDING; + req.document_count = current_documents_.size(); + req.flags = 0; + req.top_n = 0; // Not used for embedding + + // Send request header + write(read_fd_, &req, sizeof(req)); + + // Send document pointers (as uint64_t) + std::vector doc_ptrs; + doc_ptrs.reserve(current_documents_.size()); + for (const auto& doc : current_documents_) { + doc_ptrs.push_back(reinterpret_cast(&doc)); + } + write(read_fd_, doc_ptrs.data(), doc_ptrs.size() * sizeof(uint64_t)); + + pending_requests_[request_id] = std::chrono::steady_clock::now(); + requests_sent_++; + state_ = WAITING_FOR_RESPONSE; + + std::cout << "[" << id_ << "] Sent EMBEDDING request " << request_id + << " with " << current_documents_.size() << " document(s) (" + << requests_sent_ << "/" << total_requests_ << ")\n"; + } + } + + void send_rerank_request(const std::string& query, const std::vector& documents, uint32_t top_n = 5) { + if (state_ != IDLE) return; + + // Store documents for this request (owned by client until response) + current_documents_ = documents; + + uint64_t request_id = next_request_id_++; + RequestHeader req; req.request_id = request_id; - req.operation = OP_EMBEDDING; + req.operation = OP_RERANK; req.document_count = current_documents_.size(); req.flags = 0; + req.top_n = top_n; // Send request header write(read_fd_, &req, sizeof(req)); + // Send query as null-terminated string + write(read_fd_, query.c_str(), query.size() + 1); // +1 for null terminator + // Send document pointers (as uint64_t) std::vector doc_ptrs; doc_ptrs.reserve(current_documents_.size()); @@ -977,9 +1406,9 @@ class Client { requests_sent_++; state_ = WAITING_FOR_RESPONSE; - std::cout << "[" << id_ << "] Sent request " << request_id - << " with " << current_documents_.size() << " document(s) (" - << requests_sent_ << "/" << total_requests_ << ")\n"; + std::cout << "[" << id_ << "] Sent rerank request " << request_id + << " with " << current_documents_.size() << " document(s), top_n=" << top_n + << " (" << requests_sent_ << "/" << total_requests_ << ")\n"; } bool has_response() { @@ -1001,21 +1430,42 @@ class Client { auto duration = std::chrono::duration_cast( end_time - start_time).count(); - if (resp.status_code == 0 && resp.embedding_size > 0) { - // Get batch embedding pointer from shared memory - float* batch_embedding_ptr = reinterpret_cast(resp.embedding_ptr); + if (resp.status_code == 0) { + if (resp.embedding_size > 0) { + // Batch embedding response + float* batch_embedding_ptr = reinterpret_cast(resp.result_ptr); - std::cout << "[" << id_ << "] Received response " << resp.request_id - << " (rtt=" << duration << "ms, proc=" << resp.processing_time_ms - << "ms, embeddings=" << resp.result_count - << " x " << resp.embedding_size << " floats = " - << (resp.result_count * resp.embedding_size) << " total floats)\n"; - - // Take ownership of the batch embedding - if (owned_embedding_) { - delete[] owned_embedding_; + std::cout << "[" << id_ << "] Received embedding response " << resp.request_id + << " (rtt=" << duration << "ms, proc=" << resp.processing_time_ms + << "ms, embeddings=" << resp.result_count + << " x " << resp.embedding_size << " floats = " + << (resp.result_count * resp.embedding_size) << " total floats)\n"; + + // Take ownership of the batch embedding + if (owned_embedding_) { + delete[] owned_embedding_; + } + owned_embedding_ = batch_embedding_ptr; + } else if (resp.result_count > 0) { + // Rerank response + RerankResult* rerank_ptr = reinterpret_cast(resp.result_ptr); + + std::cout << "[" << id_ << "] Received rerank response " << resp.request_id + << " (rtt=" << duration << "ms, proc=" << resp.processing_time_ms + << "ms, results=" << resp.result_count << ")\n"; + + // Print top results + for (uint32_t i = 0; i < std::min(resp.result_count, 5u); i++) { + std::cout << " [" << i << "] index=" << rerank_ptr[i].index + << ", score=" << rerank_ptr[i].score << "\n"; + } + + // Take ownership of the rerank results + if (owned_rerank_results_) { + delete[] owned_rerank_results_; + } + owned_rerank_results_ = rerank_ptr; } - owned_embedding_ = batch_embedding_ptr; } else { std::cout << "[" << id_ << "] Received response " << resp.request_id << " (rtt=" << duration << "ms, status=ERROR)\n"; @@ -1084,6 +1534,7 @@ class Client { std::vector current_documents_; ///< Documents for current request float* owned_embedding_; ///< Embedding received from GenAI (owned by client) + RerankResult* owned_rerank_results_; ///< Rerank results from GenAI (owned by client) std::unordered_map pending_requests_; }; @@ -1094,7 +1545,7 @@ class Client { int main() { std::cout << "=== GenAI Module Event-Driven POC ===\n"; - std::cout << "Real embedding generation via llama-server\n\n"; + std::cout << "Real embedding generation and reranking via llama-server\n\n"; Config config; std::cout << "Configuration:\n"; From 960704066dc0cf39021117be92d59c21e5e0cf90 Mon Sep 17 00:00:00 2001 From: Rene Cannao Date: Fri, 9 Jan 2026 06:22:34 +0000 Subject: [PATCH 11/26] Implement real GenAI module with embedding and rerank support Header changes (include/GenAI_Thread.h): - Add GenAI_EmbeddingResult, GenAI_RerankResult, GenAI_RerankResultArray structs - Add GenAI_Document, GenAI_Request structures for internal queue - Add 5 configuration variables: genai_threads, genai_embedding_uri, genai_rerank_uri, genai_embedding_timeout_ms, genai_rerank_timeout_ms - Add status variables: threads_initialized, active_requests, completed_requests, failed_requests - Add public API methods: embed_documents(), rerank_documents() - Add client management: register_client(), unregister_client() - Add threading components: worker threads, listener thread, epoll Implementation changes (lib/GenAI_Thread.cpp): - Implement move constructors/destructors for result structures - Initialize default values for variables (threads=4, embedding port 8013, rerank port 8012, timeout 30s) - Implement get_variable/set_variable with validation for all 5 variables - Implement call_llama_batch_embedding() using libcurl - Implement call_llama_rerank() using libcurl - Implement embed_documents() public API (single or batch) - Implement rerank_documents() public API with top_n parameter - Implement register_client() for socket pair integration - Implement listener_loop() and worker_loop() for async processing - Add proper error handling and status tracking Debug integration (include/proxysql_structs.h): - Add PROXY_DEBUG_GENAI to debug_module enum --- include/GenAI_Thread.h | 220 +++++++++-- include/proxysql_structs.h | 1 + lib/GenAI_Thread.cpp | 773 ++++++++++++++++++++++++++++++++++++- 3 files changed, 945 insertions(+), 49 deletions(-) diff --git a/include/GenAI_Thread.h b/include/GenAI_Thread.h index 1ebfc68767..50e47bb016 100644 --- a/include/GenAI_Thread.h +++ b/include/GenAI_Thread.h @@ -2,15 +2,105 @@ #define __CLASS_GENAI_THREAD_H #include "proxysql.h" +#include +#include +#include +#include +#include +#include +#include +#include +#include -#define GENAI_THREAD_VERSION "0.0.1" +#ifdef HAVE_LIBCURL +#include +#endif + +#define GENAI_THREAD_VERSION "0.1.0" + +/** + * @brief GenAI operation types + */ +enum GenAI_Operation : uint32_t { + GENAI_OP_EMBEDDING = 0, ///< Generate embeddings for documents + GENAI_OP_RERANK = 1, ///< Rerank documents by relevance to query +}; + +/** + * @brief Document structure for passing document data + */ +struct GenAI_Document { + const char* text; ///< Pointer to document text (owned by caller) + size_t text_size; ///< Length of text in bytes + + GenAI_Document() : text(nullptr), text_size(0) {} + GenAI_Document(const char* t, size_t s) : text(t), text_size(s) {} +}; + +/** + * @brief Embedding result structure + */ +struct GenAI_EmbeddingResult { + float* data; ///< Pointer to embedding vector + size_t embedding_size;///< Number of floats per embedding + size_t count; ///< Number of embeddings + + GenAI_EmbeddingResult() : data(nullptr), embedding_size(0), count(0) {} + ~GenAI_EmbeddingResult(); + + // Disable copy + GenAI_EmbeddingResult(const GenAI_EmbeddingResult&) = delete; + GenAI_EmbeddingResult& operator=(const GenAI_EmbeddingResult&) = delete; + + // Move semantics + GenAI_EmbeddingResult(GenAI_EmbeddingResult&& other) noexcept; + GenAI_EmbeddingResult& operator=(GenAI_EmbeddingResult&& other) noexcept; +}; + +/** + * @brief Rerank result structure + */ +struct GenAI_RerankResult { + uint32_t index; ///< Original document index + float score; ///< Relevance score +}; + +/** + * @brief Rerank result array structure + */ +struct GenAI_RerankResultArray { + GenAI_RerankResult* data; ///< Pointer to result array + size_t count; ///< Number of results + + GenAI_RerankResultArray() : data(nullptr), count(0) {} + ~GenAI_RerankResultArray(); + + // Disable copy + GenAI_RerankResultArray(const GenAI_RerankResultArray&) = delete; + GenAI_RerankResultArray& operator=(const GenAI_RerankResultArray&) = delete; + + // Move semantics + GenAI_RerankResultArray(GenAI_RerankResultArray&& other) noexcept; + GenAI_RerankResultArray& operator=(GenAI_RerankResultArray&& other) noexcept; +}; + +/** + * @brief Request structure for internal queue + */ +struct GenAI_Request { + int client_fd; ///< Client file descriptor + uint64_t request_id; ///< Request ID + uint32_t operation; ///< Operation type + std::string query; ///< Query for rerank (empty for embedding) + uint32_t top_n; ///< Top N results for rerank + std::vector documents; ///< Documents to process +}; /** - * @brief GenAI Threads Handler class for managing GenAI module configuration + * @brief GenAI Threads Handler class for managing GenAI module * - * This class handles the GenAI module's configuration variables and lifecycle. - * It provides methods for initializing, shutting down, and managing module - * variables that are accessible via the admin interface. + * This class handles the GenAI module's configuration variables, lifecycle, + * and provides embedding and reranking functionality via external services. */ class GenAI_Threads_Handler { @@ -18,62 +108,93 @@ class GenAI_Threads_Handler int shutdown_; pthread_rwlock_t rwlock; + // Threading components + std::vector worker_threads_; + std::thread listener_thread_; + std::queue request_queue_; + std::mutex queue_mutex_; + std::condition_variable queue_cv_; + std::unordered_set client_fds_; + std::mutex clients_mutex_; + + // epoll for async I/O + int epoll_fd_; + int event_fd_; + + // Worker methods + void worker_loop(int worker_id); + void listener_loop(); + +#ifdef HAVE_LIBCURL + // HTTP client methods + GenAI_EmbeddingResult call_llama_embedding(const std::string& text); + GenAI_EmbeddingResult call_llama_batch_embedding(const std::vector& texts); + GenAI_RerankResultArray call_llama_rerank(const std::string& query, + const std::vector& texts, + uint32_t top_n); + static size_t WriteCallback(void* contents, size_t size, size_t nmemb, void* userp); +#endif + public: /** * @brief Structure holding GenAI module configuration variables - * - * These variables are stored in the global_variables table with the - * 'genai-' prefix and can be modified at runtime. */ struct { - char* var1; ///< Dummy variable 1 (string) - int var2; ///< Dummy variable 2 (integer) + // Thread configuration + int genai_threads; ///< Number of worker threads (default: 4) + + // Service endpoints + char* genai_embedding_uri; ///< URI for embedding service (default: http://127.0.0.1:8013/embedding) + char* genai_rerank_uri; ///< URI for reranking service (default: http://127.0.0.1:8012/rerank) + + // Timeouts (in milliseconds) + int genai_embedding_timeout_ms; ///< Timeout for embedding requests (default: 30000) + int genai_rerank_timeout_ms; ///< Timeout for reranking requests (default: 30000) } variables; struct { int threads_initialized = 0; + int active_requests = 0; + int completed_requests = 0; + int failed_requests = 0; } status_variables; unsigned int num_threads; /** * @brief Default constructor for GenAI_Threads_Handler - * - * Initializes member variables to default values and sets up - * synchronization primitives. */ GenAI_Threads_Handler(); /** * @brief Destructor for GenAI_Threads_Handler - * - * Cleans up allocated resources. */ ~GenAI_Threads_Handler(); /** * @brief Initialize the GenAI module * - * Sets up the module with default configuration values. - * Must be called before using any other methods. + * Starts worker threads and listener for processing requests. * - * @param num Number of threads to initialize (currently unused, for future expansion) - * @param stack Stack size for threads (currently unused, for future expansion) + * @param num Number of threads (uses genai_threads variable if 0) + * @param stack Stack size for threads (unused, reserved) */ void init(unsigned int num = 0, size_t stack = 0); /** - * @brief Acquire write lock on variables + * @brief Shutdown the GenAI module * - * Locks the module for write access to prevent race conditions - * when modifying variables. + * Stops all threads and cleans up resources. + */ + void shutdown(); + + /** + * @brief Acquire write lock on variables */ void wrlock(); /** * @brief Release write lock on variables - * - * Unlocks the module after write operations are complete. */ void wrunlock(); @@ -82,8 +203,6 @@ class GenAI_Threads_Handler * * @param name The name of the variable (without 'genai-' prefix) * @return Dynamically allocated string with the value, or NULL if not found - * - * @note The caller is responsible for freeing the returned string. */ char* get_variable(char* name); @@ -100,17 +219,58 @@ class GenAI_Threads_Handler * @brief Get a list of all variable names * * @return Dynamically allocated array of strings, terminated by NULL - * - * @note The caller is responsible for freeing the array and its elements. */ char** get_variables_list(); /** * @brief Print the version information - * - * Outputs the GenAI module version to stderr. */ void print_version(); + + /** + * @brief Register a client file descriptor with GenAI + * + * @param client_fd File descriptor to monitor (from socketpair) + * @return true if successful, false otherwise + */ + bool register_client(int client_fd); + + /** + * @brief Unregister a client file descriptor + * + * @param client_fd File descriptor to remove + */ + void unregister_client(int client_fd); + + /** + * @brief Get current queue depth (number of pending requests) + * + * @return Number of requests in the queue + */ + size_t get_queue_size(); + + // Public API methods for embedding and reranking + // These methods can be called directly without going through socket pairs + + /** + * @brief Generate embeddings for multiple documents + * + * @param documents Vector of document texts to embed + * @return EmbeddingResult containing all embeddings + */ + GenAI_EmbeddingResult embed_documents(const std::vector& documents); + + /** + * @brief Rerank documents based on query relevance + * + * @param query Query string to rerank against + * @param documents Vector of document texts to rerank + * @param top_n Maximum number of results to return (0 for all) + * @return RerankResultArray containing top N results + */ + GenAI_RerankResultArray rerank_documents(const std::string& query, + const std::vector& documents, + uint32_t top_n = 0); }; // Global instance of the GenAI Threads Handler diff --git a/include/proxysql_structs.h b/include/proxysql_structs.h index 36bc727cb5..5e4a89cce1 100644 --- a/include/proxysql_structs.h +++ b/include/proxysql_structs.h @@ -159,6 +159,7 @@ enum debug_module { PROXY_DEBUG_RESTAPI, PROXY_DEBUG_MONITOR, PROXY_DEBUG_CLUSTER, + PROXY_DEBUG_GENAI, PROXY_DEBUG_UNKNOWN // this module doesn't exist. It is used only to define the last possible module }; diff --git a/lib/GenAI_Thread.cpp b/lib/GenAI_Thread.cpp index 1af117a220..5014829926 100644 --- a/lib/GenAI_Thread.cpp +++ b/lib/GenAI_Thread.cpp @@ -1,39 +1,239 @@ #include "GenAI_Thread.h" #include "proxysql_debug.h" +#include +#include +#include +#include +#include +#include +#include +#include +#include + +// Platform compatibility +#ifndef EFD_CLOEXEC +#define EFD_CLOEXEC 0200000 +#endif +#ifndef EFD_NONBLOCK +#define EFD_NONBLOCK 04000 +#endif // Define the array of variable names for the GenAI module static const char* genai_thread_variables_names[] = { - "var1", - "var2", + "genai_threads", + "genai_embedding_uri", + "genai_rerank_uri", + "genai_embedding_timeout_ms", + "genai_rerank_timeout_ms", NULL }; +// ============================================================================ +// Move constructors and destructors for result structures +// ============================================================================ + +GenAI_EmbeddingResult::~GenAI_EmbeddingResult() { + if (data) { + delete[] data; + data = nullptr; + } +} + +GenAI_EmbeddingResult::GenAI_EmbeddingResult(GenAI_EmbeddingResult&& other) noexcept + : data(other.data), embedding_size(other.embedding_size), count(other.count) { + other.data = nullptr; + other.embedding_size = 0; + other.count = 0; +} + +GenAI_EmbeddingResult& GenAI_EmbeddingResult::operator=(GenAI_EmbeddingResult&& other) noexcept { + if (this != &other) { + if (data) delete[] data; + data = other.data; + embedding_size = other.embedding_size; + count = other.count; + other.data = nullptr; + other.embedding_size = 0; + other.count = 0; + } + return *this; +} + +GenAI_RerankResultArray::~GenAI_RerankResultArray() { + if (data) { + delete[] data; + data = nullptr; + } +} + +GenAI_RerankResultArray::GenAI_RerankResultArray(GenAI_RerankResultArray&& other) noexcept + : data(other.data), count(other.count) { + other.data = nullptr; + other.count = 0; +} + +GenAI_RerankResultArray& GenAI_RerankResultArray::operator=(GenAI_RerankResultArray&& other) noexcept { + if (this != &other) { + if (data) delete[] data; + data = other.data; + count = other.count; + other.data = nullptr; + other.count = 0; + } + return *this; +} + +// ============================================================================ +// GenAI_Threads_Handler implementation +// ============================================================================ + GenAI_Threads_Handler::GenAI_Threads_Handler() { shutdown_ = 0; num_threads = 0; pthread_rwlock_init(&rwlock, NULL); + epoll_fd_ = -1; + event_fd_ = -1; + +#ifdef HAVE_LIBCURL + curl_global_init(CURL_GLOBAL_ALL); +#endif // Initialize variables with default values - variables.var1 = strdup("default_value_1"); - variables.var2 = 100; + variables.genai_threads = 4; + variables.genai_embedding_uri = strdup("http://127.0.0.1:8013/embedding"); + variables.genai_rerank_uri = strdup("http://127.0.0.1:8012/rerank"); + variables.genai_embedding_timeout_ms = 30000; + variables.genai_rerank_timeout_ms = 30000; status_variables.threads_initialized = 0; + status_variables.active_requests = 0; + status_variables.completed_requests = 0; + status_variables.failed_requests = 0; } GenAI_Threads_Handler::~GenAI_Threads_Handler() { - if (variables.var1) - free(variables.var1); + if (shutdown_ == 0) { + shutdown(); + } + + if (variables.genai_embedding_uri) + free(variables.genai_embedding_uri); + if (variables.genai_rerank_uri) + free(variables.genai_rerank_uri); + pthread_rwlock_destroy(&rwlock); + +#ifdef HAVE_LIBCURL + curl_global_cleanup(); +#endif } void GenAI_Threads_Handler::init(unsigned int num, size_t stack) { proxy_info("Initializing GenAI Threads Handler\n"); - // For now, this is a simple initialization - // In the future, this may start worker threads - status_variables.threads_initialized = 1; + + // Use variable value if num is 0 + if (num == 0) { + num = variables.genai_threads; + } + + num_threads = num; + shutdown_ = 0; + + // Create epoll for async I/O + epoll_fd_ = epoll_create1(EPOLL_CLOEXEC); + if (epoll_fd_ < 0) { + proxy_error("Failed to create epoll: %s\n", strerror(errno)); + return; + } + + // Create eventfd for wakeup + event_fd_ = eventfd(0, EFD_NONBLOCK | EFD_CLOEXEC); + if (event_fd_ < 0) { + proxy_error("Failed to create eventfd: %s\n", strerror(errno)); + close(epoll_fd_); + epoll_fd_ = -1; + return; + } + + struct epoll_event ev; + ev.events = EPOLLIN; + ev.data.fd = event_fd_; + if (epoll_ctl(epoll_fd_, EPOLL_CTL_ADD, event_fd_, &ev) < 0) { + proxy_error("Failed to add eventfd to epoll: %s\n", strerror(errno)); + close(event_fd_); + close(epoll_fd_); + event_fd_ = -1; + epoll_fd_ = -1; + return; + } + + // Start listener thread + listener_thread_ = std::thread(&GenAI_Threads_Handler::listener_loop, this); + + // Start worker threads + for (unsigned int i = 0; i < num; i++) { + pthread_t thread; + if (pthread_create(&thread, NULL, [](void* arg) -> void* { + auto* handler = static_cast*>(arg); + handler->first->worker_loop(handler->second); + delete handler; + return NULL; + }, new std::pair(this, i)) == 0) { + worker_threads_.push_back(thread); + } else { + proxy_error("Failed to create worker thread %d\n", i); + } + } + + status_variables.threads_initialized = worker_threads_.size(); + + proxy_info("GenAI module started with %zu workers\n", worker_threads_.size()); + proxy_info("Embedding endpoint: %s\n", variables.genai_embedding_uri); + proxy_info("Rerank endpoint: %s\n", variables.genai_rerank_uri); print_version(); } +void GenAI_Threads_Handler::shutdown() { + if (shutdown_ == 1) { + return; // Already shutting down + } + + proxy_info("Shutting down GenAI module\n"); + shutdown_ = 1; + + // Wake up listener + if (event_fd_ >= 0) { + uint64_t value = 1; + write(event_fd_, &value, sizeof(value)); + } + + // Notify all workers + queue_cv_.notify_all(); + + // Join worker threads + for (auto& t : worker_threads_) { + pthread_join(t, NULL); + } + worker_threads_.clear(); + + // Join listener thread + if (listener_thread_.joinable()) { + listener_thread_.join(); + } + + // Clean up epoll + if (event_fd_ >= 0) { + close(event_fd_); + event_fd_ = -1; + } + if (epoll_fd_ >= 0) { + close(epoll_fd_); + epoll_fd_ = -1; + } + + status_variables.threads_initialized = 0; +} + void GenAI_Threads_Handler::wrlock() { pthread_rwlock_wrlock(&rwlock); } @@ -46,12 +246,25 @@ char* GenAI_Threads_Handler::get_variable(char* name) { if (!name) return NULL; - if (!strcmp(name, "var1")) { - return strdup(variables.var1 ? variables.var1 : ""); + if (!strcmp(name, "genai_threads")) { + char buf[64]; + sprintf(buf, "%d", variables.genai_threads); + return strdup(buf); + } + if (!strcmp(name, "genai_embedding_uri")) { + return strdup(variables.genai_embedding_uri ? variables.genai_embedding_uri : ""); + } + if (!strcmp(name, "genai_rerank_uri")) { + return strdup(variables.genai_rerank_uri ? variables.genai_rerank_uri : ""); + } + if (!strcmp(name, "genai_embedding_timeout_ms")) { + char buf[64]; + sprintf(buf, "%d", variables.genai_embedding_timeout_ms); + return strdup(buf); } - if (!strcmp(name, "var2")) { + if (!strcmp(name, "genai_rerank_timeout_ms")) { char buf[64]; - sprintf(buf, "%d", variables.var2); + sprintf(buf, "%d", variables.genai_rerank_timeout_ms); return strdup(buf); } @@ -62,14 +275,43 @@ bool GenAI_Threads_Handler::set_variable(char* name, const char* value) { if (!name || !value) return false; - if (!strcmp(name, "var1")) { - if (variables.var1) - free(variables.var1); - variables.var1 = strdup(value); + if (!strcmp(name, "genai_threads")) { + int val = atoi(value); + if (val < 1 || val > 256) { + proxy_error("Invalid value for genai_threads: %d (must be 1-256)\n", val); + return false; + } + variables.genai_threads = val; + return true; + } + if (!strcmp(name, "genai_embedding_uri")) { + if (variables.genai_embedding_uri) + free(variables.genai_embedding_uri); + variables.genai_embedding_uri = strdup(value); + return true; + } + if (!strcmp(name, "genai_rerank_uri")) { + if (variables.genai_rerank_uri) + free(variables.genai_rerank_uri); + variables.genai_rerank_uri = strdup(value); return true; } - if (!strcmp(name, "var2")) { - variables.var2 = atoi(value); + if (!strcmp(name, "genai_embedding_timeout_ms")) { + int val = atoi(value); + if (val < 100 || val > 300000) { + proxy_error("Invalid value for genai_embedding_timeout_ms: %d (must be 100-300000)\n", val); + return false; + } + variables.genai_embedding_timeout_ms = val; + return true; + } + if (!strcmp(name, "genai_rerank_timeout_ms")) { + int val = atoi(value); + if (val < 100 || val > 300000) { + proxy_error("Invalid value for genai_rerank_timeout_ms: %d (must be 100-300000)\n", val); + return false; + } + variables.genai_rerank_timeout_ms = val; return true; } @@ -100,3 +342,496 @@ char** GenAI_Threads_Handler::get_variables_list() { void GenAI_Threads_Handler::print_version() { fprintf(stderr, "GenAI Threads Handler rev. %s -- %s -- %s\n", GENAI_THREAD_VERSION, __FILE__, __TIMESTAMP__); } + +bool GenAI_Threads_Handler::register_client(int client_fd) { + std::lock_guard lock(clients_mutex_); + + int flags = fcntl(client_fd, F_GETFL, 0); + fcntl(client_fd, F_SETFL, flags | O_NONBLOCK); + + struct epoll_event ev; + ev.events = EPOLLIN; + ev.data.fd = client_fd; + if (epoll_ctl(epoll_fd_, EPOLL_CTL_ADD, client_fd, &ev) < 0) { + proxy_error("Failed to add client fd %d to epoll: %s\n", client_fd, strerror(errno)); + return false; + } + + client_fds_.insert(client_fd); + proxy_debug(PROXY_DEBUG_GENAI, 3, "Registered GenAI client fd %d\n", client_fd); + return true; +} + +void GenAI_Threads_Handler::unregister_client(int client_fd) { + std::lock_guard lock(clients_mutex_); + + if (epoll_fd_ >= 0) { + epoll_ctl(epoll_fd_, EPOLL_CTL_DEL, client_fd, NULL); + } + + client_fds_.erase(client_fd); + close(client_fd); + proxy_debug(PROXY_DEBUG_GENAI, 3, "Unregistered GenAI client fd %d\n", client_fd); +} + +size_t GenAI_Threads_Handler::get_queue_size() { + std::lock_guard lock(queue_mutex_); + return request_queue_.size(); +} + +// ============================================================================ +// Public API methods +// ============================================================================ + +#ifdef HAVE_LIBCURL + +size_t GenAI_Threads_Handler::WriteCallback(void* contents, size_t size, size_t nmemb, void* userp) { + size_t totalSize = size * nmemb; + std::string* response = static_cast(userp); + response->append(static_cast(contents), totalSize); + return totalSize; +} + +GenAI_EmbeddingResult GenAI_Threads_Handler::call_llama_embedding(const std::string& text) { + // For single document, use batch API with 1 document + std::vector texts = {text}; + return call_llama_batch_embedding(texts); +} + +GenAI_EmbeddingResult GenAI_Threads_Handler::call_llama_batch_embedding(const std::vector& texts) { + GenAI_EmbeddingResult result; + CURL* curl = curl_easy_init(); + + if (!curl) { + proxy_error("Failed to initialize curl\n"); + status_variables.failed_requests++; + return result; + } + + // Build JSON request + std::stringstream json; + json << "{\"input\":["; + + for (size_t i = 0; i < texts.size(); i++) { + if (i > 0) json << ","; + json << "\""; + + // Escape JSON special characters + for (char c : texts[i]) { + switch (c) { + case '"': json << "\\\""; break; + case '\\': json << "\\\\"; break; + case '\n': json << "\\n"; break; + case '\r': json << "\\r"; break; + case '\t': json << "\\t"; break; + default: json << c; break; + } + } + + json << "\""; + } + + json << "]}"; + + std::string json_str = json.str(); + + // Configure curl + curl_easy_setopt(curl, CURLOPT_URL, variables.genai_embedding_uri); + curl_easy_setopt(curl, CURLOPT_POST, 1L); + curl_easy_setopt(curl, CURLOPT_POSTFIELDS, json_str.c_str()); + curl_easy_setopt(curl, CURLOPT_WRITEFUNCTION, WriteCallback); + curl_easy_setopt(curl, CURLOPT_TIMEOUT_MS, variables.genai_embedding_timeout_ms); + + std::string response_data; + curl_easy_setopt(curl, CURLOPT_WRITEDATA, &response_data); + + // Add content-type header + struct curl_slist* headers = nullptr; + headers = curl_slist_append(headers, "Content-Type: application/json"); + curl_easy_setopt(curl, CURLOPT_HTTPHEADER, headers); + + // Perform request + auto start_time = std::chrono::steady_clock::now(); + CURLcode res = curl_easy_perform(curl); + + if (res != CURLE_OK) { + proxy_error("curl_easy_perform() failed: %s\n", curl_easy_strerror(res)); + status_variables.failed_requests++; + } else { + // Parse JSON response to extract embeddings + std::vector> all_embeddings; + + size_t pos = 0; + while ((pos = response_data.find("\"embedding\":", pos)) != std::string::npos) { + size_t array_start = response_data.find("[", pos); + if (array_start == std::string::npos) break; + + size_t inner_start = array_start + 1; + if (inner_start >= response_data.size() || response_data[inner_start] != '[') { + inner_start = array_start; + } + + size_t array_end = inner_start; + int bracket_count = 0; + bool in_array = false; + + for (size_t i = inner_start; i < response_data.size(); i++) { + if (response_data[i] == '[') { + bracket_count++; + in_array = true; + } else if (response_data[i] == ']') { + bracket_count--; + if (bracket_count == 0 && in_array) { + array_end = i; + break; + } + } + } + + std::string array_str = response_data.substr(inner_start + 1, array_end - inner_start - 1); + std::vector embedding; + std::stringstream ss(array_str); + std::string token; + + while (std::getline(ss, token, ',')) { + token.erase(0, token.find_first_not_of(" \t\n\r")); + token.erase(token.find_last_not_of(" \t\n\r") + 1); + + if (token == "null" || token.empty()) { + continue; + } + + try { + float val = std::stof(token); + embedding.push_back(val); + } catch (...) { + // Skip invalid values + } + } + + if (!embedding.empty()) { + all_embeddings.push_back(std::move(embedding)); + } + + pos = array_end + 1; + } + + // Convert to contiguous array + if (!all_embeddings.empty()) { + result.count = all_embeddings.size(); + result.embedding_size = all_embeddings[0].size(); + + size_t total_floats = result.embedding_size * result.count; + result.data = new float[total_floats]; + + for (size_t i = 0; i < all_embeddings.size(); i++) { + size_t offset = i * result.embedding_size; + const auto& emb = all_embeddings[i]; + std::copy(emb.begin(), emb.end(), result.data + offset); + } + + status_variables.completed_requests++; + } else { + status_variables.failed_requests++; + } + } + + curl_slist_free_all(headers); + curl_easy_cleanup(curl); + + return result; +} + +GenAI_RerankResultArray GenAI_Threads_Handler::call_llama_rerank(const std::string& query, + const std::vector& texts, + uint32_t top_n) { + GenAI_RerankResultArray result; + CURL* curl = curl_easy_init(); + + if (!curl) { + proxy_error("Failed to initialize curl\n"); + status_variables.failed_requests++; + return result; + } + + // Build JSON request + std::stringstream json; + json << "{\"query\":\""; + + for (char c : query) { + switch (c) { + case '"': json << "\\\""; break; + case '\\': json << "\\\\"; break; + case '\n': json << "\\n"; break; + case '\r': json << "\\r"; break; + case '\t': json << "\\t"; break; + default: json << c; break; + } + } + + json << "\",\"documents\":["; + + for (size_t i = 0; i < texts.size(); i++) { + if (i > 0) json << ","; + json << "\""; + + for (char c : texts[i]) { + switch (c) { + case '"': json << "\\\""; break; + case '\\': json << "\\\\"; break; + case '\n': json << "\\n"; break; + case '\r': json << "\\r"; break; + case '\t': json << "\\t"; break; + default: json << c; break; + } + } + + json << "\""; + } + + json << "]}"; + + std::string json_str = json.str(); + + // Configure curl + curl_easy_setopt(curl, CURLOPT_URL, variables.genai_rerank_uri); + curl_easy_setopt(curl, CURLOPT_POST, 1L); + curl_easy_setopt(curl, CURLOPT_POSTFIELDS, json_str.c_str()); + curl_easy_setopt(curl, CURLOPT_WRITEFUNCTION, WriteCallback); + curl_easy_setopt(curl, CURLOPT_TIMEOUT_MS, variables.genai_rerank_timeout_ms); + + std::string response_data; + curl_easy_setopt(curl, CURLOPT_WRITEDATA, &response_data); + + struct curl_slist* headers = nullptr; + headers = curl_slist_append(headers, "Content-Type: application/json"); + curl_easy_setopt(curl, CURLOPT_HTTPHEADER, headers); + + CURLcode res = curl_easy_perform(curl); + + if (res != CURLE_OK) { + proxy_error("curl_easy_perform() failed: %s\n", curl_easy_strerror(res)); + status_variables.failed_requests++; + } else { + size_t results_pos = response_data.find("\"results\":"); + if (results_pos != std::string::npos) { + size_t array_start = response_data.find("[", results_pos); + if (array_start != std::string::npos) { + size_t array_end = array_start; + int bracket_count = 0; + bool in_array = false; + + for (size_t i = array_start; i < response_data.size(); i++) { + if (response_data[i] == '[') { + bracket_count++; + in_array = true; + } else if (response_data[i] == ']') { + bracket_count--; + if (bracket_count == 0 && in_array) { + array_end = i; + break; + } + } + } + + std::string array_str = response_data.substr(array_start + 1, array_end - array_start - 1); + std::vector results; + + size_t pos = 0; + while (pos < array_str.size()) { + size_t index_pos = array_str.find("\"index\":", pos); + if (index_pos == std::string::npos) break; + + size_t num_start = index_pos + 8; + while (num_start < array_str.size() && + (array_str[num_start] == ' ' || array_str[num_start] == '\t')) { + num_start++; + } + + size_t num_end = num_start; + while (num_end < array_str.size() && + (isdigit(array_str[num_end]) || array_str[num_end] == '-')) { + num_end++; + } + + uint32_t index = 0; + if (num_start < num_end) { + try { + index = std::stoul(array_str.substr(num_start, num_end - num_start)); + } catch (...) {} + } + + size_t score_pos = array_str.find("\"relevance_score\":", index_pos); + if (score_pos == std::string::npos) break; + + size_t score_start = score_pos + 18; + while (score_start < array_str.size() && + (array_str[score_start] == ' ' || array_str[score_start] == '\t')) { + score_start++; + } + + size_t score_end = score_start; + while (score_end < array_str.size() && + (isdigit(array_str[score_end]) || + array_str[score_end] == '.' || + array_str[score_end] == '-' || + array_str[score_end] == 'e' || + array_str[score_end] == 'E')) { + score_end++; + } + + float score = 0.0f; + if (score_start < score_end) { + try { + score = std::stof(array_str.substr(score_start, score_end - score_start)); + } catch (...) {} + } + + results.push_back({index, score}); + pos = score_end + 1; + } + + if (!results.empty() && top_n > 0) { + size_t count = std::min(static_cast(top_n), results.size()); + result.count = count; + result.data = new GenAI_RerankResult[count]; + std::copy(results.begin(), results.begin() + count, result.data); + } else { + result.count = results.size(); + result.data = new GenAI_RerankResult[results.size()]; + std::copy(results.begin(), results.end(), result.data); + } + + status_variables.completed_requests++; + } else { + status_variables.failed_requests++; + } + } else { + status_variables.failed_requests++; + } + } + + curl_slist_free_all(headers); + curl_easy_cleanup(curl); + + return result; +} + +#endif // HAVE_LIBCURL + +// ============================================================================ +// Public API methods +// ============================================================================ + +GenAI_EmbeddingResult GenAI_Threads_Handler::embed_documents(const std::vector& documents) { +#ifdef HAVE_LIBCURL + if (documents.empty()) { + proxy_error("embed_documents called with empty documents list\n"); + status_variables.failed_requests++; + return GenAI_EmbeddingResult(); + } + + status_variables.active_requests++; + + GenAI_EmbeddingResult result; + if (documents.size() == 1) { + result = call_llama_embedding(documents[0]); + } else { + result = call_llama_batch_embedding(documents); + } + + status_variables.active_requests--; + return result; +#else + proxy_error("GenAI module compiled without libcurl support\n"); + status_variables.failed_requests++; + return GenAI_EmbeddingResult(); +#endif +} + +GenAI_RerankResultArray GenAI_Threads_Handler::rerank_documents(const std::string& query, + const std::vector& documents, + uint32_t top_n) { +#ifdef HAVE_LIBCURL + if (documents.empty()) { + proxy_error("rerank_documents called with empty documents list\n"); + status_variables.failed_requests++; + return GenAI_RerankResultArray(); + } + + if (query.empty()) { + proxy_error("rerank_documents called with empty query\n"); + status_variables.failed_requests++; + return GenAI_RerankResultArray(); + } + + status_variables.active_requests++; + + GenAI_RerankResultArray result = call_llama_rerank(query, documents, top_n); + + status_variables.active_requests--; + return result; +#else + proxy_error("GenAI module compiled without libcurl support\n"); + status_variables.failed_requests++; + return GenAI_RerankResultArray(); +#endif +} + +// ============================================================================ +// Worker and listener loops (for future socket pair integration) +// ============================================================================ + +void GenAI_Threads_Handler::listener_loop() { + proxy_debug(PROXY_DEBUG_GENAI, 3, "GenAI listener thread started\n"); + + const int MAX_EVENTS = 64; + struct epoll_event events[MAX_EVENTS]; + + while (!shutdown_) { + int nfds = epoll_wait(epoll_fd_, events, MAX_EVENTS, 100); + + if (nfds < 0 && errno != EINTR) { + if (errno != EINTR) { + proxy_error("epoll_wait failed: %s\n", strerror(errno)); + } + continue; + } + + for (int i = 0; i < nfds; i++) { + if (events[i].data.fd == event_fd_) { + continue; + } + + // Handle client events here + // This will be implemented when integrating with MySQL/PgSQL threads + } + } + + proxy_debug(PROXY_DEBUG_GENAI, 3, "GenAI listener thread stopped\n"); +} + +void GenAI_Threads_Handler::worker_loop(int worker_id) { + proxy_debug(PROXY_DEBUG_GENAI, 3, "GenAI worker thread %d started\n", worker_id); + + while (!shutdown_) { + std::unique_lock lock(queue_mutex_); + queue_cv_.wait(lock, [this] { + return shutdown_ || !request_queue_.empty(); + }); + + if (shutdown_) break; + + if (request_queue_.empty()) continue; + + GenAI_Request req = std::move(request_queue_.front()); + request_queue_.pop(); + lock.release(); + + // Process request + // This will be implemented when integrating with MySQL/PgSQL threads + proxy_debug(PROXY_DEBUG_GENAI, 3, "Worker %d processing request %lu\n", worker_id, req.request_id); + } + + proxy_debug(PROXY_DEBUG_GENAI, 3, "GenAI worker thread %d stopped\n", worker_id); +} From 1da9e384d2ef488590aa6a23a4c0153c1cc78637 Mon Sep 17 00:00:00 2001 From: Rene Cannao Date: Fri, 9 Jan 2026 06:35:53 +0000 Subject: [PATCH 12/26] Add poll() fallback for GenAI module when epoll is not available This change adds compile-time detection and fallback to poll() on systems that don't support epoll(), improving portability across different platforms. Header changes (include/GenAI_Thread.h): - Make sys/epoll.h include conditional on #ifdef epoll_create1 Implementation changes (lib/GenAI_Thread.cpp): - Add poll.h include for poll() support - Add EPOLL_CREATE compatibility macro (epoll_create1 or epoll_create) - Add #include for poll() support - Update init() to use pipe() for wakeup when epoll is not available - Update register_client() to skip epoll_ctl when epoll is not available - Update unregister_client() to skip epoll_ctl when epoll is not available - Update listener_loop() to use poll() when epoll is not available The compile-time detection works by checking if epoll_create1 is defined (Linux-specific glibc function since 2.9). On systems without epoll, the code falls back to using poll() with a pipe for wakeup signaling. --- include/GenAI_Thread.h | 5 ++- lib/GenAI_Thread.cpp | 82 ++++++++++++++++++++++++++++++++++++++++-- 2 files changed, 84 insertions(+), 3 deletions(-) diff --git a/include/GenAI_Thread.h b/include/GenAI_Thread.h index 50e47bb016..bcecc41c80 100644 --- a/include/GenAI_Thread.h +++ b/include/GenAI_Thread.h @@ -9,9 +9,12 @@ #include #include #include -#include #include +#ifdef epoll_create1 +#include +#endif + #ifdef HAVE_LIBCURL #include #endif diff --git a/lib/GenAI_Thread.cpp b/lib/GenAI_Thread.cpp index 5014829926..cbce06e23d 100644 --- a/lib/GenAI_Thread.cpp +++ b/lib/GenAI_Thread.cpp @@ -9,6 +9,7 @@ #include #include #include +#include // Platform compatibility #ifndef EFD_CLOEXEC @@ -18,6 +19,13 @@ #define EFD_NONBLOCK 04000 #endif +// epoll compatibility - detect epoll availability at compile time +#ifdef epoll_create1 + #define EPOLL_CREATE epoll_create1(0) +#else + #define EPOLL_CREATE epoll_create(1) +#endif + // Define the array of variable names for the GenAI module static const char* genai_thread_variables_names[] = { "genai_threads", @@ -139,8 +147,9 @@ void GenAI_Threads_Handler::init(unsigned int num, size_t stack) { num_threads = num; shutdown_ = 0; - // Create epoll for async I/O - epoll_fd_ = epoll_create1(EPOLL_CLOEXEC); +#ifdef epoll_create1 + // Use epoll for async I/O + epoll_fd_ = EPOLL_CREATE; if (epoll_fd_ < 0) { proxy_error("Failed to create epoll: %s\n", strerror(errno)); return; @@ -166,6 +175,21 @@ void GenAI_Threads_Handler::init(unsigned int num, size_t stack) { epoll_fd_ = -1; return; } +#else + // Use pipe for wakeup on systems without epoll + int pipefds[2]; + if (pipe(pipefds) < 0) { + proxy_error("Failed to create pipe: %s\n", strerror(errno)); + return; + } + + // Set both ends to non-blocking + fcntl(pipefds[0], F_SETFL, O_NONBLOCK); + fcntl(pipefds[1], F_SETFL, O_NONBLOCK); + + event_fd_ = pipefds[1]; // Use write end for wakeup + epoll_fd_ = pipefds[0]; // Use read end for polling (repurposed) +#endif // Start listener thread listener_thread_ = std::thread(&GenAI_Threads_Handler::listener_loop, this); @@ -349,6 +373,7 @@ bool GenAI_Threads_Handler::register_client(int client_fd) { int flags = fcntl(client_fd, F_GETFL, 0); fcntl(client_fd, F_SETFL, flags | O_NONBLOCK); +#ifdef epoll_create1 struct epoll_event ev; ev.events = EPOLLIN; ev.data.fd = client_fd; @@ -356,6 +381,7 @@ bool GenAI_Threads_Handler::register_client(int client_fd) { proxy_error("Failed to add client fd %d to epoll: %s\n", client_fd, strerror(errno)); return false; } +#endif client_fds_.insert(client_fd); proxy_debug(PROXY_DEBUG_GENAI, 3, "Registered GenAI client fd %d\n", client_fd); @@ -365,9 +391,11 @@ bool GenAI_Threads_Handler::register_client(int client_fd) { void GenAI_Threads_Handler::unregister_client(int client_fd) { std::lock_guard lock(clients_mutex_); +#ifdef epoll_create1 if (epoll_fd_ >= 0) { epoll_ctl(epoll_fd_, EPOLL_CTL_DEL, client_fd, NULL); } +#endif client_fds_.erase(client_fd); close(client_fd); @@ -785,6 +813,7 @@ GenAI_RerankResultArray GenAI_Threads_Handler::rerank_documents(const std::strin void GenAI_Threads_Handler::listener_loop() { proxy_debug(PROXY_DEBUG_GENAI, 3, "GenAI listener thread started\n"); +#ifdef epoll_create1 const int MAX_EVENTS = 64; struct epoll_event events[MAX_EVENTS]; @@ -807,6 +836,55 @@ void GenAI_Threads_Handler::listener_loop() { // This will be implemented when integrating with MySQL/PgSQL threads } } +#else + // Use poll() for systems without epoll support + while (!shutdown_) { + // Build pollfd array + std::vector pollfds; + pollfds.reserve(client_fds_.size() + 1); + + // Add wakeup pipe read end + struct pollfd wakeup_pfd; + wakeup_pfd.fd = epoll_fd_; // Reused as pipe read end + wakeup_pfd.events = POLLIN; + wakeup_pfd.revents = 0; + pollfds.push_back(wakeup_pfd); + + // Add all client fds + { + std::lock_guard lock(clients_mutex_); + for (int fd : client_fds_) { + struct pollfd pfd; + pfd.fd = fd; + pfd.events = POLLIN; + pfd.revents = 0; + pollfds.push_back(pfd); + } + } + + int nfds = poll(pollfds.data(), pollfds.size(), 100); + + if (nfds < 0 && errno != EINTR) { + proxy_error("poll failed: %s\n", strerror(errno)); + continue; + } + + // Check for wakeup event + if (pollfds.size() > 0 && (pollfds[0].revents & POLLIN)) { + uint64_t value; + read(pollfds[0].fd, &value, sizeof(value)); // Clear the pipe + continue; + } + + // Handle client events + for (size_t i = 1; i < pollfds.size(); i++) { + if (pollfds[i].revents & POLLIN) { + // Handle client events here + // This will be implemented when integrating with MySQL/PgSQL threads + } + } + } +#endif proxy_debug(PROXY_DEBUG_GENAI, 3, "GenAI listener thread stopped\n"); } From fa301948b22c5ab8cc25499d6291bc0d8d860b68 Mon Sep 17 00:00:00 2001 From: Rene Cannao Date: Fri, 9 Jan 2026 07:00:54 +0000 Subject: [PATCH 13/26] Remove genai_demo_event binary from tracking and update .gitignore --- genai_prototype/.gitignore | 1 + genai_prototype/genai_demo_event | Bin 998752 -> 0 bytes 2 files changed, 1 insertion(+) delete mode 100755 genai_prototype/genai_demo_event diff --git a/genai_prototype/.gitignore b/genai_prototype/.gitignore index 857f4f6df0..3209566ed9 100644 --- a/genai_prototype/.gitignore +++ b/genai_prototype/.gitignore @@ -1,5 +1,6 @@ # Build artifacts genai_demo +genai_demo_event *.o *.oo diff --git a/genai_prototype/genai_demo_event b/genai_prototype/genai_demo_event deleted file mode 100755 index c64ddff1c76190fd155ee93425ee49c562371cdf..0000000000000000000000000000000000000000 GIT binary patch literal 0 HcmV?d00001 literal 998752 zcmeFa4R{pQ6+b))SqUU$f(4C=y4pn(`N{&pL_iagz^rUAB@wA&lO@@Zm3*1qg`lX> zO_1%fO4VB1szs}d z%+=ud^to0IZ=~jOqQ13yxw!P;nHt_m&E=?@>^)k3e0q4WhHn|FrA9fbi{NQS ztFBKYHS|dt`IoQjGd_)Pc6_;dy)(L)=>1@%hMi4l@GP7%c|t?&xCT#?zinJw{*-Z3CXe?v zkDn+wQ!Xq1Xj8N1Tq&Vjx`@-&C?&URu)&XcBlLXI*WUP1M&-j_goD#3SMIzut7rO0 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zRg&drJnUjWl)!MA-hRBF!7h1k5bY`Rm+@u&Zvroizm!G7HGh`lE+Vk_cvVN`FXP`1 zj1^I)uincMg2&|BdWmjP(6{hpjbAI`$@^x!?`*v)1tITufwsoq(ZU(zUGm8^BrWf| z9PxLF`0}0^Bmc)8@#XI=$opl3GG~65`AYN|M|}C-xV+=_RomrkzaNPBvj64#4eHJY zhvllZJhR6a@W_~?6EXf|5>oyo{gxyCg+JmU z@}3g%EBT%Ie}VuuL?xU2{Req>wzte*-u);%UV&Bd*HM0L zFUtkjUh_ZR;IUsao+E|#3` z<;SmZslK$Pk>1TG-W}~$bTltZ-63LTgvyV2{MW=wR!0M6vMj43 Date: Fri, 9 Jan 2026 07:08:11 +0000 Subject: [PATCH 14/26] Add comprehensive ProxySQL_Poll usage documentation throughout codebase Enhance ProxySQL_Poll class documentation with detailed usage patterns: - lib/ProxySQL_Poll.cpp: Enhanced file-level documentation with architecture overview, template specialization, memory management, and event processing pipeline explanations - lib/MySQL_Thread.cpp: Added usage documentation for listener registration, removal patterns, client session setup, and main poll loop - lib/PgSQL_Thread.cpp: Added equivalent PostgreSQL usage documentation mirroring MySQL patterns with protocol-specific details - lib/mysql_data_stream.cpp: Documented cleanup, receive activity tracking, and send activity tracking patterns - lib/PgSQL_Data_Stream.cpp: Documented equivalent PostgreSQL data stream patterns for cleanup and activity tracking All documentation is placed directly where code is used, avoiding specific line numbers for better maintainability. Includes comprehensive explanations of when, why, and how ProxySQL_Poll methods are used throughout ProxySQL's event-driven architecture. [skip-ci] --- lib/MySQL_Thread.cpp | 93 +++++++++++++++++++++++ lib/PgSQL_Data_Stream.cpp | 57 ++++++++++++++ lib/PgSQL_Thread.cpp | 77 ++++++++++++++++++- lib/ProxySQL_Poll.cpp | 153 +++++++++++++++++++++++++++++++------- lib/mysql_data_stream.cpp | 57 ++++++++++++++ 5 files changed, 410 insertions(+), 27 deletions(-) diff --git a/lib/MySQL_Thread.cpp b/lib/MySQL_Thread.cpp index f8191ba9e0..745273d446 100644 --- a/lib/MySQL_Thread.cpp +++ b/lib/MySQL_Thread.cpp @@ -3009,10 +3009,46 @@ void MySQL_Thread::poll_listener_add(int sock) { listener_DS->fd=sock; proxy_debug(PROXY_DEBUG_NET,1,"Created listener %p for socket %d\n", listener_DS, sock); + + /** + * @brief Register listener socket with ProxySQL_Poll for incoming connections + * + * This usage pattern registers a listener socket file descriptor with the ProxySQL_Poll instance + * to monitor for incoming client connections. The listener data stream handles the accept() + * operation when connection events are detected. + * + * Usage pattern: mypolls.add(POLLIN, sock, listener_DS, monotonic_time()) + * - POLLIN: Monitor for read events (new connections ready to accept) + * - sock: Listener socket file descriptor + * - listener_DS: Data stream associated with the listener (accepts connections) + * - monotonic_time(): Current timestamp for tracking socket registration time + * + * Called during: Listener setup and initialization + * Purpose: Enables the thread to accept incoming MySQL client connections + */ mypolls.add(POLLIN, sock, listener_DS, monotonic_time()); } void MySQL_Thread::poll_listener_del(int sock) { + /** + * @brief Remove listener socket from the poll set using efficient index lookup + * + * This usage pattern demonstrates the complete removal workflow for listener sockets: + * 1. Find the index of the socket in the poll set using find_index() + * 2. Remove the socket using remove_index_fast() with the found index + * + * Usage pattern: + * int i = mypollolls.find_index(sock); // Find index by file descriptor + * if (i>=0) { + * mypolls.remove_index_fast(i); // Remove by index (O(1) operation) + * } + * + * find_index(sock): Returns index of socket or -1 if not found + * remove_index_fast(i): Removes the entry at index i efficiently + * + * Called during: Listener shutdown and cleanup + * Purpose: Properly removes listener sockets from polling to prevent memory leaks + */ int i=mypolls.find_index(sock); if (i>=0) { MySQL_Data_Stream *myds=mypolls.myds[i]; @@ -3288,6 +3324,26 @@ void MySQL_Thread::run() { //this is the only portion of code not protected by a global mutex proxy_debug(PROXY_DEBUG_NET,5,"Calling poll with timeout %d\n", ttw ); // poll is called with a timeout of mypolls.poll_timeout if set , or mysql_thread___poll_timeout + /** + * @brief Execute main poll() loop to monitor all registered FDs + * + * This usage pattern demonstrates the core polling mechanism that drives ProxySQL's event loop. + * The poll() system call blocks until one of the registered file descriptors becomes ready + * or the timeout expires. + * + * Usage pattern: rc = poll(mypolls.fds, mypolls.len, ttw) + * - mypollolls.fds: Array of pollfd structures containing file descriptors and events + * - mypolls.len: Number of file descriptors to monitor + * - ttw: Timeout in milliseconds (mydynamic poll timeout) + * + * Return codes: + * - > 0: Number of file descriptors with events + * - 0: Timeout occurred + * - -1: Error (errno set) + * + * Called during: Main event loop iteration + * Purpose: Enables efficient I/O multiplexing across all connections + */ rc=poll(mypolls.fds,mypolls.len, ttw); proxy_debug(PROXY_DEBUG_NET,5,"%s\n", "Returning poll"); #ifdef IDLE_THREADS @@ -3594,6 +3650,23 @@ void MySQL_Thread::worker_thread_gets_sessions_from_idle_thread() { MySQL_Session *mysess=(MySQL_Session *)myexchange.resume_mysql_sessions->remove_index_fast(0); register_session(this, mysess, false); MySQL_Data_Stream *myds=mysess->client_myds; + + /** + * @brief Add client session to poll set for resumed connections + * + * This usage pattern registers a client data stream for resumed connections + * during session restoration in IDLE_THREADS mode. + * + * Usage pattern: mypolls.add(POLLIN, myds->fd, myds, monotonic_time()) + * - POLLIN: Monitor for read events (client data available) + * - myds->fd: Client socket file descriptor + * - myds: MySQL_Data_Stream instance for the client session + * - monotonic_time(): Current timestamp for tracking session registration time + * + * Called during: Session restoration in IDLE_THREADS mode + * Purpose: Enables the thread to receive and process client MySQL protocol data + * for resumed sessions + */ mypolls.add(POLLIN, myds->fd, myds, monotonic_time()); } } @@ -4510,6 +4583,26 @@ void MySQL_Thread::listener_handle_new_connection(MySQL_Data_Stream *myds, unsig } sess->client_myds->myprot.generate_pkt_initial_handshake(true,NULL,NULL, &sess->thread_session_id, true); ioctl_FIONBIO(sess->client_myds->fd, 1); + + /** + * @brief Add client socket to poll set with both read and write monitoring + * + * This usage pattern registers a client socket with both POLLIN and POLLOUT events, + * which is typically done during initial client setup when we need to send the + * initial handshake packet and also be ready to receive client responses. + * + * Usage pattern: mypolls.add(POLLIN|POLLOUT, sess->client_myds->fd, sess->client_myds, curtime) + * - POLLIN|POLLOUT: Monitor both read and write events + * - sess->client_myds->fd: Client socket file descriptor + * - sess->client_myds: MySQL_Data_Stream instance for the client + * - curtime: Current timestamp for tracking + * + * Called during: Initial client connection setup after handshake packet generation + * Purpose: Enables bidirectional communication with the client during setup phase + * + * Note: This ensures we can send the initial handshake immediately and also handle + * any client packets that might arrive before the handshake is complete. + */ mypolls.add(POLLIN|POLLOUT, sess->client_myds->fd, sess->client_myds, curtime); proxy_debug(PROXY_DEBUG_NET,1,"Session=%p -- Adding client FD %d\n", sess, sess->client_myds->fd); diff --git a/lib/PgSQL_Data_Stream.cpp b/lib/PgSQL_Data_Stream.cpp index 9a7a0c0a08..ff326f2c75 100644 --- a/lib/PgSQL_Data_Stream.cpp +++ b/lib/PgSQL_Data_Stream.cpp @@ -321,6 +321,24 @@ PgSQL_Data_Stream::~PgSQL_Data_Stream() { delete PSarrayOUT; } + /** + * @brief Remove PostgreSQL data stream from poll set during destruction + * + * This usage pattern demonstrates how ProxySQL_Poll is used during PgSQL_Data_Stream cleanup: + * - Removes the data stream entry from the poll set to prevent polling on closed socket + * - Uses the stored poll_fds_idx for efficient removal (O(1) operation) + * - Called only if mypolls is not NULL (data stream is registered with a poll instance) + * + * Usage pattern: if (mypolls) mypolls->remove_index_fast(poll_fds_idx) + * - mypolls: Check if data stream is registered with a poll instance + * - remove_index_fast(poll_fds_idx): Remove by stored index from data stream + * + * Called during: PgSQL_Data_Stream destructor + * Purpose: Prevent memory leaks and ensure proper cleanup of poll entries + * + * Note: Each data stream maintains its poll_fds_idx to track its position in the poll array + * for efficient removal without requiring find_index() lookup. + */ if (mypolls) mypolls->remove_index_fast(poll_fds_idx); if (fd > 0) { @@ -652,6 +670,26 @@ int PgSQL_Data_Stream::read_from_net() { else { queue_w(queueIN, r); bytes_info.bytes_recv += r; + + /** + * @brief Update receive timestamp in ProxySQL_Poll for PostgreSQL activity tracking + * + * This usage pattern demonstrates how ProxySQL_Poll is used for PostgreSQL activity monitoring: + * - Updates the last receive timestamp in the poll entry for timeout management + * - Called after successful data reception to track connection activity + * - Uses the stored poll_fds_idx for direct array access (O(1) operation) + * + * Usage pattern: if (mypolls) mypolls->last_recv[poll_fds_idx] = sess->thread->curtime + * - mypolls: Check if data stream is registered with a poll instance + * - last_recv[poll_fds_idx]: Update the receive timestamp for this data stream + * - sess->thread->curtime: Current timestamp from the thread + * + * Called during: After receiving data on the PostgreSQL data stream + * Purpose: Enable timeout management and connection activity monitoring + * + * Note: This timestamp is used by the idle connection timeout system to detect + * inactive PostgreSQL connections that should be closed. + */ if (mypolls) mypolls->last_recv[poll_fds_idx] = sess->thread->curtime; } return r; @@ -759,6 +797,25 @@ int PgSQL_Data_Stream::write_to_net() { } else { queue_r(queueOUT, bytes_io); + /** + * @brief Update send timestamp in ProxySQL_Poll for PostgreSQL activity tracking + * + * This usage pattern demonstrates how ProxySQL_Poll is used for PostgreSQL activity monitoring: + * - Updates the last send timestamp in the poll entry for timeout management + * - Called after successful data transmission to track connection activity + * - Uses the stored poll_fds_idx for direct array access (O(1) operation) + * + * Usage pattern: if (mypolls) mypolls->last_sent[poll_fds_idx] = sess->thread->curtime + * - mypolls: Check if data stream is registered with a poll instance + * - last_sent[poll_fds_idx]: Update the send timestamp for this data stream + * - sess->thread->curtime: Current timestamp from the thread + * + * Called during: After sending data on the PostgreSQL data stream + * Purpose: Enable timeout management and connection activity monitoring + * + * Note: This timestamp is used by the idle connection timeout system to detect + * inactive PostgreSQL connections that should be closed. + */ if (mypolls) mypolls->last_sent[poll_fds_idx] = sess->thread->curtime; bytes_info.bytes_sent += bytes_io; } diff --git a/lib/PgSQL_Thread.cpp b/lib/PgSQL_Thread.cpp index 94c8494cc7..dbf42d8b87 100644 --- a/lib/PgSQL_Thread.cpp +++ b/lib/PgSQL_Thread.cpp @@ -2782,10 +2782,46 @@ void PgSQL_Thread::poll_listener_add(int sock) { listener_DS->fd = sock; proxy_debug(PROXY_DEBUG_NET, 1, "Created listener %p for socket %d\n", listener_DS, sock); + + /** + * @brief Register PostgreSQL listener socket with ProxySQL_Poll for incoming connections + * + * This usage pattern registers a PostgreSQL listener socket file descriptor with the ProxySQL_Poll instance + * to monitor for incoming PostgreSQL client connections. The listener data stream handles the accept() + * operation when connection events are detected. + * + * Usage pattern: mypolls.add(POLLIN, sock, listener_DS, monotonic_time()) + * - POLLIN: Monitor for read events (new connections ready to accept) + * - sock: Listener socket file descriptor + * - listener_DS: Data stream associated with the listener (accepts connections) + * - monotonic_time(): Current timestamp for tracking socket registration time + * + * Called during: PostgreSQL listener setup and initialization + * Purpose: Enables the thread to accept incoming PostgreSQL client connections + */ mypolls.add(POLLIN, sock, listener_DS, monotonic_time()); } void PgSQL_Thread::poll_listener_del(int sock) { + /** + * @brief Remove PostgreSQL listener socket from the poll set using efficient index lookup + * + * This usage pattern demonstrates the complete removal workflow for PostgreSQL listener sockets: + * 1. Find the index of the socket in the poll set using find_index() + * 2. Remove the socket using remove_index_fast() with the found index + * + * Usage pattern: + * int i = mypolls.find_index(sock); // Find index by file descriptor + * if (i>=0) { + * mypolls.remove_index_fast(i); // Remove by index (O(1) operation) + * } + * + * find_index(sock): Returns index of socket or -1 if not found + * remove_index_fast(i): Removes the entry at index i efficiently + * + * Called during: PostgreSQL listener shutdown and cleanup + * Purpose: Properly removes listener sockets from polling to prevent memory leaks + */ int i = mypolls.find_index(sock); if (i >= 0) { PgSQL_Data_Stream* myds = mypolls.myds[i]; @@ -2961,7 +2997,27 @@ void PgSQL_Thread::run() { #endif // IDLE_THREADS //this is the only portion of code not protected by a global mutex proxy_debug(PROXY_DEBUG_NET, 5, "Calling poll with timeout %d\n", ttw); - // poll is called with a timeout of mypolls.poll_timeout if set , or pgsql_thread___poll_timeout + /** + * @brief Execute main poll() loop to monitor all registered FDs for PostgreSQL thread + * + * This usage pattern demonstrates the core polling mechanism that drives ProxySQL's PostgreSQL event loop. + * The poll() system call blocks until one of the registered file descriptors becomes ready + * or the timeout expires. + * + * Usage pattern: rc = poll(mypolls.fds, mypolls.len, ttw) + * - mypollolls.fds: Array of pollfd structures containing file descriptors and events + * - mypolls.len: Number of file descriptors to monitor + * - ttw: Timeout in milliseconds (dynamic poll timeout) + * + * Return codes: + * - > 0: Number of file descriptors with events + * - 0: Timeout occurred + * - -1: Error (errno set) + * + * Called during: Main PostgreSQL event loop iteration + * Purpose: Enables efficient I/O multiplexing across all PostgreSQL connections + */ + // poll is called with a timeout of mypolls.poll_timeout if set , or pgsql_thread___poll_timeout rc = poll(mypolls.fds, mypolls.len, ttw); proxy_debug(PROXY_DEBUG_NET, 5, "%s\n", "Returning poll"); #ifdef IDLE_THREADS @@ -4065,6 +4121,25 @@ void PgSQL_Thread::listener_handle_new_connection(PgSQL_Data_Stream * myds, unsi sess->status = CONNECTING_CLIENT; ioctl_FIONBIO(sess->client_myds->fd, 1); + /** + * @brief Add PostgreSQL client socket to poll set with both read and write monitoring + * + * This usage pattern registers a PostgreSQL client socket with both POLLIN and POLLOUT events, + * which is typically done during initial client setup when we need to establish the connection + * and also be ready to receive client responses. + * + * Usage pattern: mypolls.add(POLLIN|POLLOUT, sess->client_myds->fd, sess->client_myds, curtime) + * - POLLIN|POLLOUT: Monitor both read and write events + * - sess->client_myds->fd: Client socket file descriptor + * - sess->client_myds: PgSQL_Data_Stream instance for the client + * - curtime: Current timestamp for tracking + * + * Called during: Initial PostgreSQL client connection setup + * Purpose: Enables bidirectional communication with the client during setup phase + * + * Note: This ensures we can establish the connection immediately and also handle + * any client packets that might arrive during the connection process. + */ mypolls.add(POLLIN | POLLOUT, sess->client_myds->fd, sess->client_myds, curtime); proxy_debug(PROXY_DEBUG_NET, 1, "Session=%p -- Adding client FD %d\n", sess, sess->client_myds->fd); diff --git a/lib/ProxySQL_Poll.cpp b/lib/ProxySQL_Poll.cpp index 637a288799..aadb91ceae 100644 --- a/lib/ProxySQL_Poll.cpp +++ b/lib/ProxySQL_Poll.cpp @@ -12,17 +12,80 @@ /** * @file ProxySQL_Poll.cpp * - * These functions provide functionality for managing file descriptors (FDs) and associated data streams in the ProxySQL_Poll class. - * They handle memory allocation, addition, removal, and searching of FDs within the poll object. - * Additionally, they ensure that memory is managed efficiently by dynamically resizing the internal arrays as needed. -*/ + * @brief Core I/O Multiplexing Engine for ProxySQL's Event-Driven Architecture + * + * The ProxySQL_Poll class is the heart of ProxySQL's event-driven I/O system, managing file descriptors + * and their associated data streams using the poll() system call. It serves as the central mechanism + * for handling thousands of concurrent connections efficiently. + * + * @section Architecture Integration + * + * ProxySQL_Poll is integrated throughout the ProxySQL codebase as follows: + * + * - **Thread Classes**: Each MySQL_Thread and PgSQL_Thread contains a ProxySQL_Poll instance + * - **Data Stream Classes**: MySQL_Data_Stream and PgSQL_Data_Stream maintain pointers to their poll instance + * - **Main Event Loop**: Forms the core of the poll() loop in both thread types + * + * @section Template Specialization + * + * ProxySQL_Poll is templated to work with different data stream types: + * - ProxySQL_Poll for MySQL protocol connections + * - ProxySQL_Poll for PostgreSQL protocol connections + * + * @section Memory Management + * + * The class implements sophisticated memory management: + * - Initial allocation: MIN_POLL_LEN (32) FDs + * - Dynamic expansion: Uses l_near_pow_2() for power-of-2 sizing + * - Automatic shrinking: When FD count drops below threshold + * - Efficient cleanup: Proper deallocation in destructor + * + * @section Event Processing Pipeline + * + * ProxySQL_Poll integrates into the event processing pipeline: + * 1. Before Poll: ProcessAllMyDS_BeforePoll() - set up poll events, handle timeouts + * 2. Poll Execution: poll() system call with dynamic timeout + * 3. After Poll: ProcessAllMyDS_AfterPoll() - process events, handle new connections + * + * @section Key Features + * + * - **Scalability**: Efficiently handles thousands of concurrent connections + * - **Event-Driven**: Non-blocking I/O for high performance + * - **Bidirectional Integration**: Data streams maintain poll array indices + * - **Memory Efficiency**: Dynamic resizing optimizes memory usage + * - **Thread Safety**: Each thread maintains its own poll instance + * + * @section Integration with Data Streams + * + * Each data stream maintains critical integration fields: + * - `mypolls`: Pointer to parent ProxySQL_Poll instance + * - `poll_fds_idx`: Index in poll array for quick lookup + * - `last_recv/sent`: Timestamps managed by poll system + * + * This tight integration enables ProxySQL to achieve high performance by minimizing + * lookup overhead and maintaining efficient event-driven processing across all connections. + * + * For usage patterns and examples, see the documentation in: + * - MySQL_Thread.cpp + * - PgSQL_Thread.cpp + * - MySQL_Data_Stream.cpp + * - PgSQL_Data_Stream.cpp + * + * @see MySQL_Thread + * @see PgSQL_Thread + * @see MySQL_Data_Stream + * @see PgSQL_Data_Stream + */ /** * @brief Shrinks the ProxySQL_Poll object by reallocating memory to fit the current number of elements. - * + * * This function reduces the size of the ProxySQL_Poll object by reallocating memory to fit the current number of elements. * It adjusts the size of internal arrays to a size that is a power of two near the current number of elements. + * + * @note Called automatically when FD count drops below MIN_POLL_DELETE_RATIO threshold + * (see lib/ProxySQL_Poll.cpp:166 in remove_index_fast()) */ template void ProxySQL_Poll::shrink() { @@ -36,10 +99,13 @@ void ProxySQL_Poll::shrink() { /** * @brief Expands the ProxySQL_Poll object to accommodate additional elements. - * + * * This function expands the ProxySQL_Poll object to accommodate the specified number of additional elements. * If the resulting size after expansion exceeds the current size, it reallocates memory to fit the expanded size. - * + * + * @note Called automatically in add() method when current capacity is exhausted + * (see lib/ProxySQL_Poll.cpp:114 in add()) + * * @param more The number of additional elements to accommodate. */ template @@ -98,15 +164,27 @@ ProxySQL_Poll::~ProxySQL_Poll() { } /** - * @brief Adds a new file descriptor (FD) and its associated MySQL_Data_Stream to the ProxySQL_Poll object. - * - * This function adds a new file descriptor (FD) along with its associated MySQL_Data_Stream and relevant metadata + * @brief Adds a new file descriptor (FD) and its associated data stream to the ProxySQL_Poll object. + * + * This function adds a new file descriptor (FD) along with its associated data stream and relevant metadata * to the ProxySQL_Poll object. It automatically expands the internal arrays if needed. - * - * @param _events The events to monitor for the FD. - * @param _fd The file descriptor (FD) to add. - * @param _myds The MySQL_Data_Stream associated with the FD. - * @param sent_time The time when data was last sent on the FD. + * + * @section Integration + * - Sets up bidirectional relationship: data stream -> poll instance via myds[i]->mypolls=this + * - Sets up index tracking: data stream -> poll array index via myds[i]->poll_fds_idx=i + * - Initializes timestamps for connection timeout management + * + * @section Usage Patterns + * Called during: + * - New client connections (MySQL_Thread.cpp:4518) + * - New server connections (MySQL_Thread.cpp:3600) + * - Listener socket registration (MySQL_Thread.cpp:3015) + * - PostgreSQL session establishment (PgSQL_Session.cpp:1094) + * + * @param _events The events to monitor for the FD (POLLIN, POLLOUT, POLLIN|POLLOUT) + * @param _fd The file descriptor (FD) to add + * @param _myds The data stream object associated with the FD + * @param sent_time The timestamp when data was last sent on the FD */ template void ProxySQL_Poll::add(uint32_t _events, int _fd, T *_myds, unsigned long long sent_time) { @@ -142,12 +220,24 @@ void ProxySQL_Poll::update_fd_at_index(unsigned int idx, int _fd) { } /** - * @brief Removes a file descriptor (FD) and its associated MySQL_Data_Stream from the ProxySQL_Poll object. - * - * This function removes a file descriptor (FD) along with its associated MySQL_Data_Stream from the ProxySQL_Poll object. - * It also adjusts internal arrays and may shrink the ProxySQL_Poll object if necessary. - * - * @param i The index of the file descriptor (FD) to remove. + * @brief Removes a file descriptor (FD) and its associated data stream from the ProxySQL_Poll object. + * + * This function removes a file descriptor (FD) along with its associated data stream from the ProxySQL_Poll object. + * It uses a swap-and-pop technique for efficient removal and may shrink the object if necessary. + * + * @section Removal Algorithm + * 1. Sets data stream's poll_fds_idx to -1 to prevent double-free + * 2. If not last element, swaps with last element (O(1) removal) + * 3. Updates swapped element's poll_fds_idx to new position + * 4. Decrement length and potentially shrink arrays + * + * @section Usage Patterns + * Called during: + * - Data stream destruction (MySQL_Data_Stream.cpp:337, PgSQL_Data_Stream.cpp:1114) + * - Thread cleanup operations (MySQL_Thread.cpp:3451) + * - Connection termination and cleanup + * + * @param i The index of the file descriptor (FD) to remove */ template void ProxySQL_Poll::remove_index_fast(unsigned int i) { @@ -170,12 +260,23 @@ void ProxySQL_Poll::remove_index_fast(unsigned int i) { /** * @brief Finds the index of a file descriptor (FD) in the ProxySQL_Poll object. - * - * This function searches for a file descriptor (FD) in the ProxySQL_Poll object and returns its index if found. + * + * This function performs a linear search for a file descriptor (FD) in the ProxySQL_Poll object and returns its index if found. * If the FD is not found, it returns -1. - * - * @param fd The file descriptor (FD) to search for. - * @return The index of the file descriptor (FD) if found, otherwise -1. + * + * @section Performance Notes + * - O(n) complexity where n is number of FDs in poll set + * - Used for lookup operations where FD is known but poll index is needed + * - Data streams maintain their own poll_fds_idx for O(1) access in most cases + * + * @section Usage Patterns + * Called during: + * - Listener socket operations (MySQL_Thread.cpp:3019) + * - Connection management and lookup (PgSQL_Thread.cpp:2789) + * - Debugging and diagnostic operations + * + * @param fd The file descriptor (FD) to search for + * @return The index of the file descriptor (FD) if found, otherwise -1 */ template int ProxySQL_Poll::find_index(int fd) { diff --git a/lib/mysql_data_stream.cpp b/lib/mysql_data_stream.cpp index ea3df59e7b..e76fbe840e 100644 --- a/lib/mysql_data_stream.cpp +++ b/lib/mysql_data_stream.cpp @@ -334,6 +334,24 @@ MySQL_Data_Stream::~MySQL_Data_Stream() { } delete resultset; } + /** + * @brief Remove data stream from poll set during MySQL_Data_Stream destruction + * + * This usage pattern demonstrates how ProxySQL_Poll is used during data stream cleanup: + * - Removes the data stream entry from the poll set to prevent polling on closed socket + * - Uses the stored poll_fds_idx for efficient removal (O(1) operation) + * - Called only if mypolls is not NULL (data stream is registered with a poll instance) + * + * Usage pattern: if (mypolls) mypolls->remove_index_fast(poll_fds_idx) + * - mypolls: Check if data stream is registered with a poll instance + * - remove_index_fast(poll_fds_idx): Remove by stored index from data stream + * + * Called during: MySQL_Data_Stream destructor + * Purpose: Prevent memory leaks and ensure proper cleanup of poll entries + * + * Note: Each data stream maintains its poll_fds_idx to track its position in the poll array + * for efficient removal without requiring find_index() lookup. + */ if (mypolls) mypolls->remove_index_fast(poll_fds_idx); @@ -738,6 +756,25 @@ int MySQL_Data_Stream::read_from_net() { } else { queue_w(queueIN,r); bytes_info.bytes_recv+=r; + /** + * @brief Update receive timestamp in ProxySQL_Poll for activity tracking + * + * This usage pattern demonstrates how ProxySQL_Poll is used for activity monitoring: + * - Updates the last receive timestamp in the poll entry for timeout management + * - Called after successful data reception to track connection activity + * - Uses the stored poll_fds_idx for direct array access (O(1) operation) + * + * Usage pattern: if (mypolls) mypolls->last_recv[poll_fds_idx] = sess->thread->curtime + * - mypolls: Check if data stream is registered with a poll instance + * - last_recv[poll_fds_idx]: Update the receive timestamp for this data stream + * - sess->thread->curtime: Current timestamp from the thread + * + * Called during: After receiving data on the data stream + * Purpose: Enable timeout management and connection activity monitoring + * + * Note: This timestamp is used by the idle connection timeout system to detect + * inactive connections that should be closed. + */ if (mypolls) mypolls->last_recv[poll_fds_idx]=sess->thread->curtime; } return r; @@ -839,6 +876,26 @@ int MySQL_Data_Stream::write_to_net() { } } else { queue_r(queueOUT, bytes_io); + + /** + * @brief Update send timestamp in ProxySQL_Poll for activity tracking + * + * This usage pattern demonstrates how ProxySQL_Poll is used for activity monitoring: + * - Updates the last send timestamp in the poll entry for timeout management + * - Called after successful data transmission to track connection activity + * - Uses the stored poll_fds_idx for direct array access (O(1) operation) + * + * Usage pattern: if (mypolls) mypolls->last_sent[poll_fds_idx] = sess->thread->curtime + * - mypolls: Check if data stream is registered with a poll instance + * - last_sent[poll_fds_idx]: Update the send timestamp for this data stream + * - sess->thread->curtime: Current timestamp from the thread + * + * Called during: After sending data on the data stream + * Purpose: Enable timeout management and connection activity monitoring + * + * Note: This timestamp is used by the idle connection timeout system to detect + * inactive connections that should be closed. + */ if (mypolls) mypolls->last_sent[poll_fds_idx]=sess->thread->curtime; bytes_info.bytes_sent+=bytes_io; } From 253591d26295b4a356aaa9a932d391dc97f083d0 Mon Sep 17 00:00:00 2001 From: Rene Cannao Date: Fri, 9 Jan 2026 08:50:26 +0000 Subject: [PATCH 15/26] Add experimental GenAI EMBED: query support for MySQL This commit adds experimental support for generating embeddings directly from MySQL queries using a special EMBED: syntax. Changes: - Add MYDS_INTERNAL_GENAI to MySQL_DS_type enum for GenAI connections - Add handler___status_WAITING_CLIENT_DATA___STATE_SLEEP___MYSQL_COM_QUERY___genai_embedding() - Implement EMBED: query detection and JSON parsing for document arrays - Build CSV resultset with embeddings (1 row per document, 1 column) - Add myconn NULL check in MySQL_Thread for INTERNAL_GENAI type - Add "debug_genai" name to debug module array - Remove HAVE_LIBCURL checks (libcurl is always statically linked) - Use static curl header: "curl/curl.h" instead of - Remove curl_global_cleanup() from GenAI module (should only be in main()) Query format: EMBED: ["doc1", "doc2", ...] Result format: 1 row per document, 1 column with CSV embeddings Error handling uses MySQL ERR_Packet instead of resultsets. --- include/GenAI_Thread.h | 6 +- include/MySQL_Session.h | 1 + include/proxysql_structs.h | 1 + lib/GenAI_Thread.cpp | 22 ------ lib/MySQL_Session.cpp | 140 +++++++++++++++++++++++++++++++++++++ lib/MySQL_Thread.cpp | 6 +- lib/debug.cpp | 1 + 7 files changed, 149 insertions(+), 28 deletions(-) diff --git a/include/GenAI_Thread.h b/include/GenAI_Thread.h index bcecc41c80..28fcb9dd9b 100644 --- a/include/GenAI_Thread.h +++ b/include/GenAI_Thread.h @@ -15,9 +15,7 @@ #include #endif -#ifdef HAVE_LIBCURL -#include -#endif +#include "curl/curl.h" #define GENAI_THREAD_VERSION "0.1.0" @@ -128,7 +126,6 @@ class GenAI_Threads_Handler void worker_loop(int worker_id); void listener_loop(); -#ifdef HAVE_LIBCURL // HTTP client methods GenAI_EmbeddingResult call_llama_embedding(const std::string& text); GenAI_EmbeddingResult call_llama_batch_embedding(const std::vector& texts); @@ -136,7 +133,6 @@ class GenAI_Threads_Handler const std::vector& texts, uint32_t top_n); static size_t WriteCallback(void* contents, size_t size, size_t nmemb, void* userp); -#endif public: /** diff --git a/include/MySQL_Session.h b/include/MySQL_Session.h index 9d4d6fe395..e5b05d4e10 100644 --- a/include/MySQL_Session.h +++ b/include/MySQL_Session.h @@ -283,6 +283,7 @@ class MySQL_Session: public Base_Session(userp); @@ -745,14 +737,11 @@ GenAI_RerankResultArray GenAI_Threads_Handler::call_llama_rerank(const std::stri return result; } -#endif // HAVE_LIBCURL - // ============================================================================ // Public API methods // ============================================================================ GenAI_EmbeddingResult GenAI_Threads_Handler::embed_documents(const std::vector& documents) { -#ifdef HAVE_LIBCURL if (documents.empty()) { proxy_error("embed_documents called with empty documents list\n"); status_variables.failed_requests++; @@ -770,17 +759,11 @@ GenAI_EmbeddingResult GenAI_Threads_Handler::embed_documents(const std::vector& documents, uint32_t top_n) { -#ifdef HAVE_LIBCURL if (documents.empty()) { proxy_error("rerank_documents called with empty documents list\n"); status_variables.failed_requests++; @@ -799,11 +782,6 @@ GenAI_RerankResultArray GenAI_Threads_Handler::rerank_documents(const std::strin status_variables.active_requests--; return result; -#else - proxy_error("GenAI module compiled without libcurl support\n"); - status_variables.failed_requests++; - return GenAI_RerankResultArray(); -#endif } // ============================================================================ diff --git a/lib/MySQL_Session.cpp b/lib/MySQL_Session.cpp index bef0d4bd99..4554f279f1 100644 --- a/lib/MySQL_Session.cpp +++ b/lib/MySQL_Session.cpp @@ -14,6 +14,7 @@ using json = nlohmann::json; #include "MySQL_Data_Stream.h" #include "MySQL_Query_Processor.h" #include "MySQL_PreparedStatement.h" +#include "GenAI_Thread.h" #include "MySQL_Logger.hpp" #include "StatCounters.h" #include "MySQL_Authentication.hpp" @@ -3609,6 +3610,132 @@ bool MySQL_Session::handler___status_WAITING_CLIENT_DATA___STATE_SLEEP___MYSQL_C return false; } +// Handler for EMBED: queries - experimental GenAI integration +// Query format: EMBED: ["document1", "document2", ...] +// Returns: Resultset with 1 row per document, 1 column with CSV embeddings +void MySQL_Session::handler___status_WAITING_CLIENT_DATA___STATE_SLEEP___MYSQL_COM_QUERY___genai_embedding(const char* query, size_t query_len, PtrSize_t* pkt) { + // Skip leading space after "EMBED:" + while (query_len > 0 && (*query == ' ' || *query == '\t')) { + query++; + query_len--; + } + + if (query_len == 0) { + // Empty query after EMBED: + client_myds->DSS = STATE_QUERY_SENT_NET; + client_myds->myprot.generate_pkt_ERR(true, NULL, NULL, 1, 1234, (char*)"HY000", "Empty EMBED: query", true); + l_free(pkt->size, pkt->ptr); + client_myds->DSS = STATE_SLEEP; + status = WAITING_CLIENT_DATA; + return; + } + + // Parse JSON array of documents + try { + json j = json::parse(std::string(query, query_len)); + + if (!j.is_array()) { + client_myds->DSS = STATE_QUERY_SENT_NET; + client_myds->myprot.generate_pkt_ERR(true, NULL, NULL, 1, 1235, (char*)"HY000", "EMBED: query requires a JSON array of documents", true); + l_free(pkt->size, pkt->ptr); + client_myds->DSS = STATE_SLEEP; + status = WAITING_CLIENT_DATA; + return; + } + + // Extract documents from JSON array + std::vector documents; + for (const auto& doc : j) { + if (doc.is_string()) { + documents.push_back(doc.get()); + } else { + // Convert to string if not already + documents.push_back(doc.dump()); + } + } + + if (documents.empty()) { + client_myds->DSS = STATE_QUERY_SENT_NET; + client_myds->myprot.generate_pkt_ERR(true, NULL, NULL, 1, 1236, (char*)"HY000", "EMBED: query requires at least one document", true); + l_free(pkt->size, pkt->ptr); + client_myds->DSS = STATE_SLEEP; + status = WAITING_CLIENT_DATA; + return; + } + + // Call GenAI module to generate embeddings + // Note: This is a synchronous call for the experimental implementation + // TODO: Make this asynchronous using socketpair + if (!GloGATH) { + client_myds->DSS = STATE_QUERY_SENT_NET; + client_myds->myprot.generate_pkt_ERR(true, NULL, NULL, 1, 1237, (char*)"HY000", "GenAI module is not initialized", true); + l_free(pkt->size, pkt->ptr); + client_myds->DSS = STATE_SLEEP; + status = WAITING_CLIENT_DATA; + return; + } + + GenAI_EmbeddingResult result = GloGATH->embed_documents(documents); + + if (!result.data || result.count == 0) { + client_myds->DSS = STATE_QUERY_SENT_NET; + client_myds->myprot.generate_pkt_ERR(true, NULL, NULL, 1, 1238, (char*)"HY000", "Failed to generate embeddings", true); + l_free(pkt->size, pkt->ptr); + client_myds->DSS = STATE_SLEEP; + status = WAITING_CLIENT_DATA; + return; + } + + // Build resultset: 1 row per document, 1 column with CSV embeddings + std::unique_ptr resultset(new SQLite3_result(1)); + resultset->add_column_definition(SQLITE_TEXT, "embedding"); + + for (size_t i = 0; i < result.count; i++) { + // Convert embedding vector to CSV string + float* embedding = result.data + (i * result.embedding_size); + std::ostringstream oss; + for (size_t j = 0; j < result.embedding_size; j++) { + if (j > 0) oss << ","; + oss << embedding[j]; + } + std::string csv_str = oss.str(); + + // Add row to resultset + char* row_data[1]; + char* csv_copy = strdup(csv_str.c_str()); + row_data[0] = csv_copy; + resultset->add_row(row_data); + free(csv_copy); + } + + // Send resultset to client + SQLite3_to_MySQL(resultset.get(), NULL, 0, &client_myds->myprot, false, + (client_myds->myconn->options.client_flag & CLIENT_DEPRECATE_EOF)); + + // Clean up + l_free(pkt->size, pkt->ptr); + client_myds->DSS = STATE_SLEEP; + status = WAITING_CLIENT_DATA; + + } catch (const json::parse_error& e) { + std::string err_msg = "JSON parse error in EMBED: query: "; + err_msg += e.what(); + client_myds->DSS = STATE_QUERY_SENT_NET; + client_myds->myprot.generate_pkt_ERR(true, NULL, NULL, 1, 1239, (char*)"HY000", err_msg.c_str(), true); + l_free(pkt->size, pkt->ptr); + client_myds->DSS = STATE_SLEEP; + status = WAITING_CLIENT_DATA; + } catch (const std::exception& e) { + std::string err_msg = "Error processing EMBED: query: "; + err_msg += e.what(); + client_myds->DSS = STATE_QUERY_SENT_NET; + client_myds->myprot.generate_pkt_ERR(true, NULL, NULL, 1, 1240, (char*)"HY000", err_msg.c_str(), true); + l_free(pkt->size, pkt->ptr); + client_myds->DSS = STATE_SLEEP; + status = WAITING_CLIENT_DATA; + } +} + // this function was inline inside MySQL_Session::get_pkts_from_client // where: // status = WAITING_CLIENT_DATA @@ -6067,6 +6194,19 @@ bool MySQL_Session::handler___status_WAITING_CLIENT_DATA___STATE_SLEEP___MYSQL_C */ bool exit_after_SetParse = true; unsigned char command_type=*((unsigned char *)pkt->ptr+sizeof(mysql_hdr)); + + // Check for EMBED: queries - experimental GenAI integration + if (pkt->size > sizeof(mysql_hdr) + 7) { // Need at least "EMBED: " (7 chars after header) + const char* query_ptr = (const char*)pkt->ptr + sizeof(mysql_hdr) + 1; + size_t query_len = pkt->size - sizeof(mysql_hdr) - 1; + + if (query_len >= 7 && strncasecmp(query_ptr, "EMBED:", 6) == 0) { + // This is an EMBED: query - handle with GenAI module + handler___status_WAITING_CLIENT_DATA___STATE_SLEEP___MYSQL_COM_QUERY___genai_embedding(query_ptr + 6, query_len - 6, pkt); + return true; + } + } + if (qpo->new_query) { handler_WCD_SS_MCQ_qpo_QueryRewrite(pkt); } diff --git a/lib/MySQL_Thread.cpp b/lib/MySQL_Thread.cpp index 745273d446..78d164edfb 100644 --- a/lib/MySQL_Thread.cpp +++ b/lib/MySQL_Thread.cpp @@ -3721,7 +3721,7 @@ bool MySQL_Thread::process_data_on_data_stream(MySQL_Data_Stream *myds, unsigned // // this can happen, for example, with a low wait_timeout and running transaction if (myds->sess->status==WAITING_CLIENT_DATA) { - if (myds->myconn->async_state_machine==ASYNC_IDLE) { + if (myds->myconn && myds->myconn->async_state_machine==ASYNC_IDLE) { proxy_warning("Detected broken idle connection on %s:%d\n", myds->myconn->parent->address, myds->myconn->parent->port); myds->destroy_MySQL_Connection_From_Pool(false); myds->sess->set_unhealthy(); @@ -3731,6 +3731,10 @@ bool MySQL_Thread::process_data_on_data_stream(MySQL_Data_Stream *myds, unsigned } return true; } + if (myds->myds_type==MYDS_INTERNAL_GENAI) { + // INTERNAL_GENAI doesn't need special idle connection handling + return true; + } if (mypolls.fds[n].revents) { if (mypolls.myds[n]->DSS < STATE_MARIADB_BEGIN || mypolls.myds[n]->DSS > STATE_MARIADB_END) { // only if we aren't using MariaDB Client Library diff --git a/lib/debug.cpp b/lib/debug.cpp index 440ef80242..980326ba10 100644 --- a/lib/debug.cpp +++ b/lib/debug.cpp @@ -541,6 +541,7 @@ void init_debug_struct() { GloVars.global.gdbg_lvl[PROXY_DEBUG_RESTAPI].name=(char *)"debug_restapi"; GloVars.global.gdbg_lvl[PROXY_DEBUG_MONITOR].name=(char *)"debug_monitor"; GloVars.global.gdbg_lvl[PROXY_DEBUG_CLUSTER].name=(char *)"debug_cluster"; + GloVars.global.gdbg_lvl[PROXY_DEBUG_GENAI].name=(char *)"debug_genai"; for (i=0;i Date: Fri, 9 Jan 2026 10:06:58 +0000 Subject: [PATCH 16/26] Add experimental GenAI RERANK: query support for MySQL This commit adds experimental support for reranking documents directly from MySQL queries using a special RERANK: syntax. Changes: - Add handler___status_WAITING_CLIENT_DATA___STATE_SLEEP___MYSQL_COM_QUERY___genai_rerank() - Add RERANK: query detection alongside EMBED: detection - Implement JSON parsing for query, documents array, and optional top_n - Build resultset with index, score, and document columns - Use MySQL ERR_Packet for error handling Query format: RERANK: {"query": "search query", "documents": ["doc1", "doc2", ...], "top_n": 5} Result format: 1 row per result, 3 columns (index, score, document) --- include/MySQL_Session.h | 1 + lib/MySQL_Session.cpp | 172 ++++++++++++++++++++++++++++++++++++++++ 2 files changed, 173 insertions(+) diff --git a/include/MySQL_Session.h b/include/MySQL_Session.h index e5b05d4e10..09796b9d10 100644 --- a/include/MySQL_Session.h +++ b/include/MySQL_Session.h @@ -284,6 +284,7 @@ class MySQL_Session: public Base_Session 0 && (*query == ' ' || *query == '\t')) { + query++; + query_len--; + } + + if (query_len == 0) { + // Empty query after RERANK: + client_myds->DSS = STATE_QUERY_SENT_NET; + client_myds->myprot.generate_pkt_ERR(true, NULL, NULL, 1, 2234, (char*)"HY000", "Empty RERANK: query", true); + l_free(pkt->size, pkt->ptr); + client_myds->DSS = STATE_SLEEP; + status = WAITING_CLIENT_DATA; + return; + } + + // Parse JSON object with query, documents, and optional top_n + try { + json j = json::parse(std::string(query, query_len)); + + if (!j.is_object()) { + client_myds->DSS = STATE_QUERY_SENT_NET; + client_myds->myprot.generate_pkt_ERR(true, NULL, NULL, 1, 2235, (char*)"HY000", "RERANK: query requires a JSON object with 'query' and 'documents' fields", true); + l_free(pkt->size, pkt->ptr); + client_myds->DSS = STATE_SLEEP; + status = WAITING_CLIENT_DATA; + return; + } + + // Extract query + if (!j.contains("query") || !j["query"].is_string()) { + client_myds->DSS = STATE_QUERY_SENT_NET; + client_myds->myprot.generate_pkt_ERR(true, NULL, NULL, 1, 2236, (char*)"HY000", "RERANK: query requires a 'query' string field", true); + l_free(pkt->size, pkt->ptr); + client_myds->DSS = STATE_SLEEP; + status = WAITING_CLIENT_DATA; + return; + } + std::string query_str = j["query"].get(); + + if (query_str.empty()) { + client_myds->DSS = STATE_QUERY_SENT_NET; + client_myds->myprot.generate_pkt_ERR(true, NULL, NULL, 1, 2237, (char*)"HY000", "RERANK: query field cannot be empty", true); + l_free(pkt->size, pkt->ptr); + client_myds->DSS = STATE_SLEEP; + status = WAITING_CLIENT_DATA; + return; + } + + // Extract documents + if (!j.contains("documents") || !j["documents"].is_array()) { + client_myds->DSS = STATE_QUERY_SENT_NET; + client_myds->myprot.generate_pkt_ERR(true, NULL, NULL, 1, 2238, (char*)"HY000", "RERANK: query requires a 'documents' array field", true); + l_free(pkt->size, pkt->ptr); + client_myds->DSS = STATE_SLEEP; + status = WAITING_CLIENT_DATA; + return; + } + + std::vector documents; + for (const auto& doc : j["documents"]) { + if (doc.is_string()) { + documents.push_back(doc.get()); + } else { + documents.push_back(doc.dump()); + } + } + + if (documents.empty()) { + client_myds->DSS = STATE_QUERY_SENT_NET; + client_myds->myprot.generate_pkt_ERR(true, NULL, NULL, 1, 2239, (char*)"HY000", "RERANK: documents array cannot be empty", true); + l_free(pkt->size, pkt->ptr); + client_myds->DSS = STATE_SLEEP; + status = WAITING_CLIENT_DATA; + return; + } + + // Extract optional top_n + uint32_t top_n = 0; // 0 means return all + if (j.contains("top_n") && j["top_n"].is_number()) { + top_n = j["top_n"].get(); + } + + // Call GenAI module to rerank documents + // Note: This is a synchronous call for the experimental implementation + // TODO: Make this asynchronous using socketpair + if (!GloGATH) { + client_myds->DSS = STATE_QUERY_SENT_NET; + client_myds->myprot.generate_pkt_ERR(true, NULL, NULL, 1, 2240, (char*)"HY000", "GenAI module is not initialized", true); + l_free(pkt->size, pkt->ptr); + client_myds->DSS = STATE_SLEEP; + status = WAITING_CLIENT_DATA; + return; + } + + GenAI_RerankResultArray result = GloGATH->rerank_documents(query_str, documents, top_n); + + if (!result.data || result.count == 0) { + client_myds->DSS = STATE_QUERY_SENT_NET; + client_myds->myprot.generate_pkt_ERR(true, NULL, NULL, 1, 2241, (char*)"HY000", "Failed to rerank documents", true); + l_free(pkt->size, pkt->ptr); + client_myds->DSS = STATE_SLEEP; + status = WAITING_CLIENT_DATA; + return; + } + + // Build resultset: 1 row per result, 3 columns (index, score, document) + std::unique_ptr resultset(new SQLite3_result(3)); + resultset->add_column_definition(SQLITE_TEXT, "index"); + resultset->add_column_definition(SQLITE_TEXT, "score"); + resultset->add_column_definition(SQLITE_TEXT, "document"); + + for (size_t i = 0; i < result.count; i++) { + const GenAI_RerankResult& r = result.data[i]; + + // Convert values to strings + std::string index_str = std::to_string(r.index); + std::string score_str = std::to_string(r.score); + const std::string& doc_str = documents[r.index]; + + // Add row to resultset + char* row_data[3]; + char* index_copy = strdup(index_str.c_str()); + char* score_copy = strdup(score_str.c_str()); + char* doc_copy = strdup(doc_str.c_str()); + row_data[0] = index_copy; + row_data[1] = score_copy; + row_data[2] = doc_copy; + resultset->add_row(row_data); + free(index_copy); + free(score_copy); + free(doc_copy); + } + + // Send resultset to client + SQLite3_to_MySQL(resultset.get(), NULL, 0, &client_myds->myprot, false, + (client_myds->myconn->options.client_flag & CLIENT_DEPRECATE_EOF)); + + // Clean up + l_free(pkt->size, pkt->ptr); + client_myds->DSS = STATE_SLEEP; + status = WAITING_CLIENT_DATA; + + } catch (const json::parse_error& e) { + std::string err_msg = "JSON parse error in RERANK: query: "; + err_msg += e.what(); + client_myds->DSS = STATE_QUERY_SENT_NET; + client_myds->myprot.generate_pkt_ERR(true, NULL, NULL, 1, 2242, (char*)"HY000", err_msg.c_str(), true); + l_free(pkt->size, pkt->ptr); + client_myds->DSS = STATE_SLEEP; + status = WAITING_CLIENT_DATA; + } catch (const std::exception& e) { + std::string err_msg = "Error processing RERANK: query: "; + err_msg += e.what(); + client_myds->DSS = STATE_QUERY_SENT_NET; + client_myds->myprot.generate_pkt_ERR(true, NULL, NULL, 1, 2243, (char*)"HY000", err_msg.c_str(), true); + l_free(pkt->size, pkt->ptr); + client_myds->DSS = STATE_SLEEP; + status = WAITING_CLIENT_DATA; + } +} + // this function was inline inside MySQL_Session::get_pkts_from_client // where: // status = WAITING_CLIENT_DATA @@ -6205,6 +6371,12 @@ bool MySQL_Session::handler___status_WAITING_CLIENT_DATA___STATE_SLEEP___MYSQL_C handler___status_WAITING_CLIENT_DATA___STATE_SLEEP___MYSQL_COM_QUERY___genai_embedding(query_ptr + 6, query_len - 6, pkt); return true; } + + if (query_len >= 8 && strncasecmp(query_ptr, "RERANK:", 7) == 0) { + // This is a RERANK: query - handle with GenAI module + handler___status_WAITING_CLIENT_DATA___STATE_SLEEP___MYSQL_COM_QUERY___genai_rerank(query_ptr + 7, query_len - 7, pkt); + return true; + } } if (qpo->new_query) { From cc3e97b7b8e9ab8a1fd200be15ce6b072e61cbea Mon Sep 17 00:00:00 2001 From: Rene Cannao Date: Fri, 9 Jan 2026 10:18:40 +0000 Subject: [PATCH 17/26] Merge EMBED and RERANK into unified GENAI: query syntax This commit refactors the experimental GenAI query syntax to use a single GENAI: keyword with type-based operations instead of separate EMBED: and RERANK: keywords. Changes: - Replace EMBED: and RERANK: detection with unified GENAI: detection - Merge genai_embedding and genai_rerank handlers into single genai handler - Add 'type' field to operation JSON ("embed" or "rerank") - Add 'columns' field for rerank operation (2 or 3, default 3) - columns=2: Returns only index and score - columns=3: Returns index, score, and document (default) Old syntax: EMBED: ["doc1", "doc2"] RERANK: {"query": "...", "documents": [...], "top_n": 5} New syntax: GENAI: {"type": "embed", "documents": ["doc1", "doc2"]} GENAI: {"type": "rerank", "query": "...", "documents": [...], "top_n": 5, "columns": 2} This provides a cleaner, more extensible API for future GenAI operations. --- include/MySQL_Session.h | 3 +- lib/MySQL_Session.cpp | 426 ++++++++++++++++++++-------------------- 2 files changed, 213 insertions(+), 216 deletions(-) diff --git a/include/MySQL_Session.h b/include/MySQL_Session.h index 09796b9d10..1c7de18a55 100644 --- a/include/MySQL_Session.h +++ b/include/MySQL_Session.h @@ -283,8 +283,7 @@ class MySQL_Session: public Base_Session 0 && (*query == ' ' || *query == '\t')) { query++; query_len--; } if (query_len == 0) { - // Empty query after EMBED: + // Empty query after GENAI: client_myds->DSS = STATE_QUERY_SENT_NET; - client_myds->myprot.generate_pkt_ERR(true, NULL, NULL, 1, 1234, (char*)"HY000", "Empty EMBED: query", true); + client_myds->myprot.generate_pkt_ERR(true, NULL, NULL, 1, 1234, (char*)"HY000", "Empty GENAI: query", true); l_free(pkt->size, pkt->ptr); client_myds->DSS = STATE_SLEEP; status = WAITING_CLIENT_DATA; return; } - // Parse JSON array of documents + // Parse JSON to determine operation type try { json j = json::parse(std::string(query, query_len)); - if (!j.is_array()) { + if (!j.is_object()) { client_myds->DSS = STATE_QUERY_SENT_NET; - client_myds->myprot.generate_pkt_ERR(true, NULL, NULL, 1, 1235, (char*)"HY000", "EMBED: query requires a JSON array of documents", true); + client_myds->myprot.generate_pkt_ERR(true, NULL, NULL, 1, 1235, (char*)"HY000", "GENAI: query requires a JSON object with 'type' field", true); l_free(pkt->size, pkt->ptr); client_myds->DSS = STATE_SLEEP; status = WAITING_CLIENT_DATA; return; } - // Extract documents from JSON array - std::vector documents; - for (const auto& doc : j) { - if (doc.is_string()) { - documents.push_back(doc.get()); - } else { - // Convert to string if not already - documents.push_back(doc.dump()); - } - } - - if (documents.empty()) { + // Extract operation type + if (!j.contains("type") || !j["type"].is_string()) { client_myds->DSS = STATE_QUERY_SENT_NET; - client_myds->myprot.generate_pkt_ERR(true, NULL, NULL, 1, 1236, (char*)"HY000", "EMBED: query requires at least one document", true); + client_myds->myprot.generate_pkt_ERR(true, NULL, NULL, 1, 1236, (char*)"HY000", "GENAI: query requires a 'type' string field ('embed' or 'rerank')", true); l_free(pkt->size, pkt->ptr); client_myds->DSS = STATE_SLEEP; status = WAITING_CLIENT_DATA; return; } - // Call GenAI module to generate embeddings - // Note: This is a synchronous call for the experimental implementation - // TODO: Make this asynchronous using socketpair + std::string op_type = j["type"].get(); + + // Check GenAI module is initialized if (!GloGATH) { client_myds->DSS = STATE_QUERY_SENT_NET; client_myds->myprot.generate_pkt_ERR(true, NULL, NULL, 1, 1237, (char*)"HY000", "GenAI module is not initialized", true); @@ -3675,227 +3667,239 @@ void MySQL_Session::handler___status_WAITING_CLIENT_DATA___STATE_SLEEP___MYSQL_C return; } - GenAI_EmbeddingResult result = GloGATH->embed_documents(documents); - - if (!result.data || result.count == 0) { - client_myds->DSS = STATE_QUERY_SENT_NET; - client_myds->myprot.generate_pkt_ERR(true, NULL, NULL, 1, 1238, (char*)"HY000", "Failed to generate embeddings", true); - l_free(pkt->size, pkt->ptr); - client_myds->DSS = STATE_SLEEP; - status = WAITING_CLIENT_DATA; - return; - } + // Handle embed operation + if (op_type == "embed") { + // Extract documents array + if (!j.contains("documents") || !j["documents"].is_array()) { + client_myds->DSS = STATE_QUERY_SENT_NET; + client_myds->myprot.generate_pkt_ERR(true, NULL, NULL, 1, 1238, (char*)"HY000", "GENAI embed operation requires a 'documents' array", true); + l_free(pkt->size, pkt->ptr); + client_myds->DSS = STATE_SLEEP; + status = WAITING_CLIENT_DATA; + return; + } - // Build resultset: 1 row per document, 1 column with CSV embeddings - std::unique_ptr resultset(new SQLite3_result(1)); - resultset->add_column_definition(SQLITE_TEXT, "embedding"); + std::vector documents; + for (const auto& doc : j["documents"]) { + if (doc.is_string()) { + documents.push_back(doc.get()); + } else { + documents.push_back(doc.dump()); + } + } - for (size_t i = 0; i < result.count; i++) { - // Convert embedding vector to CSV string - float* embedding = result.data + (i * result.embedding_size); - std::ostringstream oss; - for (size_t j = 0; j < result.embedding_size; j++) { - if (j > 0) oss << ","; - oss << embedding[j]; + if (documents.empty()) { + client_myds->DSS = STATE_QUERY_SENT_NET; + client_myds->myprot.generate_pkt_ERR(true, NULL, NULL, 1, 1239, (char*)"HY000", "GENAI embed operation requires at least one document", true); + l_free(pkt->size, pkt->ptr); + client_myds->DSS = STATE_SLEEP; + status = WAITING_CLIENT_DATA; + return; } - std::string csv_str = oss.str(); - // Add row to resultset - char* row_data[1]; - char* csv_copy = strdup(csv_str.c_str()); - row_data[0] = csv_copy; - resultset->add_row(row_data); - free(csv_copy); - } + // Call GenAI module to generate embeddings + GenAI_EmbeddingResult result = GloGATH->embed_documents(documents); - // Send resultset to client - SQLite3_to_MySQL(resultset.get(), NULL, 0, &client_myds->myprot, false, - (client_myds->myconn->options.client_flag & CLIENT_DEPRECATE_EOF)); + if (!result.data || result.count == 0) { + client_myds->DSS = STATE_QUERY_SENT_NET; + client_myds->myprot.generate_pkt_ERR(true, NULL, NULL, 1, 1240, (char*)"HY000", "Failed to generate embeddings", true); + l_free(pkt->size, pkt->ptr); + client_myds->DSS = STATE_SLEEP; + status = WAITING_CLIENT_DATA; + return; + } - // Clean up - l_free(pkt->size, pkt->ptr); - client_myds->DSS = STATE_SLEEP; - status = WAITING_CLIENT_DATA; + // Build resultset: 1 row per document, 1 column with CSV embeddings + std::unique_ptr resultset(new SQLite3_result(1)); + resultset->add_column_definition(SQLITE_TEXT, "embedding"); - } catch (const json::parse_error& e) { - std::string err_msg = "JSON parse error in EMBED: query: "; - err_msg += e.what(); - client_myds->DSS = STATE_QUERY_SENT_NET; - client_myds->myprot.generate_pkt_ERR(true, NULL, NULL, 1, 1239, (char*)"HY000", err_msg.c_str(), true); - l_free(pkt->size, pkt->ptr); - client_myds->DSS = STATE_SLEEP; - status = WAITING_CLIENT_DATA; - } catch (const std::exception& e) { - std::string err_msg = "Error processing EMBED: query: "; - err_msg += e.what(); - client_myds->DSS = STATE_QUERY_SENT_NET; - client_myds->myprot.generate_pkt_ERR(true, NULL, NULL, 1, 1240, (char*)"HY000", err_msg.c_str(), true); - l_free(pkt->size, pkt->ptr); - client_myds->DSS = STATE_SLEEP; - status = WAITING_CLIENT_DATA; - } -} - -// Handler for RERANK: queries - experimental GenAI integration -// Query format: RERANK: {"query": "search query", "documents": ["doc1", "doc2", ...], "top_n": 5} -// Returns: Resultset with reranked documents (index, score, document) -void MySQL_Session::handler___status_WAITING_CLIENT_DATA___STATE_SLEEP___MYSQL_COM_QUERY___genai_rerank(const char* query, size_t query_len, PtrSize_t* pkt) { - // Skip leading space after "RERANK:" - while (query_len > 0 && (*query == ' ' || *query == '\t')) { - query++; - query_len--; - } + for (size_t i = 0; i < result.count; i++) { + float* embedding = result.data + (i * result.embedding_size); + std::ostringstream oss; + for (size_t j = 0; j < result.embedding_size; j++) { + if (j > 0) oss << ","; + oss << embedding[j]; + } + std::string csv_str = oss.str(); - if (query_len == 0) { - // Empty query after RERANK: - client_myds->DSS = STATE_QUERY_SENT_NET; - client_myds->myprot.generate_pkt_ERR(true, NULL, NULL, 1, 2234, (char*)"HY000", "Empty RERANK: query", true); - l_free(pkt->size, pkt->ptr); - client_myds->DSS = STATE_SLEEP; - status = WAITING_CLIENT_DATA; - return; - } + char* row_data[1]; + char* csv_copy = strdup(csv_str.c_str()); + row_data[0] = csv_copy; + resultset->add_row(row_data); + free(csv_copy); + } - // Parse JSON object with query, documents, and optional top_n - try { - json j = json::parse(std::string(query, query_len)); + // Send resultset to client + SQLite3_to_MySQL(resultset.get(), NULL, 0, &client_myds->myprot, false, + (client_myds->myconn->options.client_flag & CLIENT_DEPRECATE_EOF)); - if (!j.is_object()) { - client_myds->DSS = STATE_QUERY_SENT_NET; - client_myds->myprot.generate_pkt_ERR(true, NULL, NULL, 1, 2235, (char*)"HY000", "RERANK: query requires a JSON object with 'query' and 'documents' fields", true); l_free(pkt->size, pkt->ptr); client_myds->DSS = STATE_SLEEP; status = WAITING_CLIENT_DATA; return; } - // Extract query - if (!j.contains("query") || !j["query"].is_string()) { - client_myds->DSS = STATE_QUERY_SENT_NET; - client_myds->myprot.generate_pkt_ERR(true, NULL, NULL, 1, 2236, (char*)"HY000", "RERANK: query requires a 'query' string field", true); - l_free(pkt->size, pkt->ptr); - client_myds->DSS = STATE_SLEEP; - status = WAITING_CLIENT_DATA; - return; - } - std::string query_str = j["query"].get(); + // Handle rerank operation + if (op_type == "rerank") { + // Extract query + if (!j.contains("query") || !j["query"].is_string()) { + client_myds->DSS = STATE_QUERY_SENT_NET; + client_myds->myprot.generate_pkt_ERR(true, NULL, NULL, 1, 2241, (char*)"HY000", "GENAI rerank operation requires a 'query' string", true); + l_free(pkt->size, pkt->ptr); + client_myds->DSS = STATE_SLEEP; + status = WAITING_CLIENT_DATA; + return; + } + std::string query_str = j["query"].get(); - if (query_str.empty()) { - client_myds->DSS = STATE_QUERY_SENT_NET; - client_myds->myprot.generate_pkt_ERR(true, NULL, NULL, 1, 2237, (char*)"HY000", "RERANK: query field cannot be empty", true); - l_free(pkt->size, pkt->ptr); - client_myds->DSS = STATE_SLEEP; - status = WAITING_CLIENT_DATA; - return; - } + if (query_str.empty()) { + client_myds->DSS = STATE_QUERY_SENT_NET; + client_myds->myprot.generate_pkt_ERR(true, NULL, NULL, 1, 2242, (char*)"HY000", "GENAI rerank operation requires a non-empty query", true); + l_free(pkt->size, pkt->ptr); + client_myds->DSS = STATE_SLEEP; + status = WAITING_CLIENT_DATA; + return; + } - // Extract documents - if (!j.contains("documents") || !j["documents"].is_array()) { - client_myds->DSS = STATE_QUERY_SENT_NET; - client_myds->myprot.generate_pkt_ERR(true, NULL, NULL, 1, 2238, (char*)"HY000", "RERANK: query requires a 'documents' array field", true); - l_free(pkt->size, pkt->ptr); - client_myds->DSS = STATE_SLEEP; - status = WAITING_CLIENT_DATA; - return; - } + // Extract documents + if (!j.contains("documents") || !j["documents"].is_array()) { + client_myds->DSS = STATE_QUERY_SENT_NET; + client_myds->myprot.generate_pkt_ERR(true, NULL, NULL, 1, 2243, (char*)"HY000", "GENAI rerank operation requires a 'documents' array", true); + l_free(pkt->size, pkt->ptr); + client_myds->DSS = STATE_SLEEP; + status = WAITING_CLIENT_DATA; + return; + } - std::vector documents; - for (const auto& doc : j["documents"]) { - if (doc.is_string()) { - documents.push_back(doc.get()); - } else { - documents.push_back(doc.dump()); + std::vector documents; + for (const auto& doc : j["documents"]) { + if (doc.is_string()) { + documents.push_back(doc.get()); + } else { + documents.push_back(doc.dump()); + } } - } - if (documents.empty()) { - client_myds->DSS = STATE_QUERY_SENT_NET; - client_myds->myprot.generate_pkt_ERR(true, NULL, NULL, 1, 2239, (char*)"HY000", "RERANK: documents array cannot be empty", true); - l_free(pkt->size, pkt->ptr); - client_myds->DSS = STATE_SLEEP; - status = WAITING_CLIENT_DATA; - return; - } + if (documents.empty()) { + client_myds->DSS = STATE_QUERY_SENT_NET; + client_myds->myprot.generate_pkt_ERR(true, NULL, NULL, 1, 2244, (char*)"HY000", "GENAI rerank operation requires at least one document", true); + l_free(pkt->size, pkt->ptr); + client_myds->DSS = STATE_SLEEP; + status = WAITING_CLIENT_DATA; + return; + } - // Extract optional top_n - uint32_t top_n = 0; // 0 means return all - if (j.contains("top_n") && j["top_n"].is_number()) { - top_n = j["top_n"].get(); - } + // Extract optional top_n (default 0 = return all) + uint32_t top_n = 0; + if (j.contains("top_n") && j["top_n"].is_number()) { + top_n = j["top_n"].get(); + } - // Call GenAI module to rerank documents - // Note: This is a synchronous call for the experimental implementation - // TODO: Make this asynchronous using socketpair - if (!GloGATH) { - client_myds->DSS = STATE_QUERY_SENT_NET; - client_myds->myprot.generate_pkt_ERR(true, NULL, NULL, 1, 2240, (char*)"HY000", "GenAI module is not initialized", true); - l_free(pkt->size, pkt->ptr); - client_myds->DSS = STATE_SLEEP; - status = WAITING_CLIENT_DATA; - return; - } + // Extract optional columns (default 3 = index, score, document) + uint32_t columns = 3; // default + if (j.contains("columns") && j["columns"].is_number()) { + columns = j["columns"].get(); + if (columns != 2 && columns != 3) { + client_myds->DSS = STATE_QUERY_SENT_NET; + client_myds->myprot.generate_pkt_ERR(true, NULL, NULL, 1, 2245, (char*)"HY000", "GENAI rerank operation 'columns' must be 2 or 3", true); + l_free(pkt->size, pkt->ptr); + client_myds->DSS = STATE_SLEEP; + status = WAITING_CLIENT_DATA; + return; + } + } - GenAI_RerankResultArray result = GloGATH->rerank_documents(query_str, documents, top_n); + // Call GenAI module to rerank documents + GenAI_RerankResultArray result = GloGATH->rerank_documents(query_str, documents, top_n); + + if (!result.data || result.count == 0) { + client_myds->DSS = STATE_QUERY_SENT_NET; + client_myds->myprot.generate_pkt_ERR(true, NULL, NULL, 1, 2246, (char*)"HY000", "Failed to rerank documents", true); + l_free(pkt->size, pkt->ptr); + client_myds->DSS = STATE_SLEEP; + status = WAITING_CLIENT_DATA; + return; + } + + // Build resultset based on columns parameter + std::unique_ptr resultset; + if (columns == 2) { + // 2 columns: index and score only + resultset.reset(new SQLite3_result(2)); + resultset->add_column_definition(SQLITE_TEXT, "index"); + resultset->add_column_definition(SQLITE_TEXT, "score"); + + for (size_t i = 0; i < result.count; i++) { + const GenAI_RerankResult& r = result.data[i]; + std::string index_str = std::to_string(r.index); + std::string score_str = std::to_string(r.score); + + char* row_data[2]; + char* index_copy = strdup(index_str.c_str()); + char* score_copy = strdup(score_str.c_str()); + row_data[0] = index_copy; + row_data[1] = score_copy; + resultset->add_row(row_data); + free(index_copy); + free(score_copy); + } + } else { + // 3 columns: index, score, and document (default) + resultset.reset(new SQLite3_result(3)); + resultset->add_column_definition(SQLITE_TEXT, "index"); + resultset->add_column_definition(SQLITE_TEXT, "score"); + resultset->add_column_definition(SQLITE_TEXT, "document"); + + for (size_t i = 0; i < result.count; i++) { + const GenAI_RerankResult& r = result.data[i]; + std::string index_str = std::to_string(r.index); + std::string score_str = std::to_string(r.score); + const std::string& doc_str = documents[r.index]; + + char* row_data[3]; + char* index_copy = strdup(index_str.c_str()); + char* score_copy = strdup(score_str.c_str()); + char* doc_copy = strdup(doc_str.c_str()); + row_data[0] = index_copy; + row_data[1] = score_copy; + row_data[2] = doc_copy; + resultset->add_row(row_data); + free(index_copy); + free(score_copy); + free(doc_copy); + } + } + + // Send resultset to client + SQLite3_to_MySQL(resultset.get(), NULL, 0, &client_myds->myprot, false, + (client_myds->myconn->options.client_flag & CLIENT_DEPRECATE_EOF)); - if (!result.data || result.count == 0) { - client_myds->DSS = STATE_QUERY_SENT_NET; - client_myds->myprot.generate_pkt_ERR(true, NULL, NULL, 1, 2241, (char*)"HY000", "Failed to rerank documents", true); l_free(pkt->size, pkt->ptr); client_myds->DSS = STATE_SLEEP; status = WAITING_CLIENT_DATA; return; } - // Build resultset: 1 row per result, 3 columns (index, score, document) - std::unique_ptr resultset(new SQLite3_result(3)); - resultset->add_column_definition(SQLITE_TEXT, "index"); - resultset->add_column_definition(SQLITE_TEXT, "score"); - resultset->add_column_definition(SQLITE_TEXT, "document"); - - for (size_t i = 0; i < result.count; i++) { - const GenAI_RerankResult& r = result.data[i]; - - // Convert values to strings - std::string index_str = std::to_string(r.index); - std::string score_str = std::to_string(r.score); - const std::string& doc_str = documents[r.index]; - - // Add row to resultset - char* row_data[3]; - char* index_copy = strdup(index_str.c_str()); - char* score_copy = strdup(score_str.c_str()); - char* doc_copy = strdup(doc_str.c_str()); - row_data[0] = index_copy; - row_data[1] = score_copy; - row_data[2] = doc_copy; - resultset->add_row(row_data); - free(index_copy); - free(score_copy); - free(doc_copy); - } - - // Send resultset to client - SQLite3_to_MySQL(resultset.get(), NULL, 0, &client_myds->myprot, false, - (client_myds->myconn->options.client_flag & CLIENT_DEPRECATE_EOF)); - - // Clean up + // Unknown operation type + client_myds->DSS = STATE_QUERY_SENT_NET; + client_myds->myprot.generate_pkt_ERR(true, NULL, NULL, 1, 2247, (char*)"HY000", "GENAI: unknown operation type. Use 'embed' or 'rerank'", true); l_free(pkt->size, pkt->ptr); client_myds->DSS = STATE_SLEEP; status = WAITING_CLIENT_DATA; } catch (const json::parse_error& e) { - std::string err_msg = "JSON parse error in RERANK: query: "; + std::string err_msg = "JSON parse error in GENAI: query: "; err_msg += e.what(); client_myds->DSS = STATE_QUERY_SENT_NET; - client_myds->myprot.generate_pkt_ERR(true, NULL, NULL, 1, 2242, (char*)"HY000", err_msg.c_str(), true); + client_myds->myprot.generate_pkt_ERR(true, NULL, NULL, 1, 2248, (char*)"HY000", err_msg.c_str(), true); l_free(pkt->size, pkt->ptr); client_myds->DSS = STATE_SLEEP; status = WAITING_CLIENT_DATA; } catch (const std::exception& e) { - std::string err_msg = "Error processing RERANK: query: "; + std::string err_msg = "Error processing GENAI: query: "; err_msg += e.what(); client_myds->DSS = STATE_QUERY_SENT_NET; - client_myds->myprot.generate_pkt_ERR(true, NULL, NULL, 1, 2243, (char*)"HY000", err_msg.c_str(), true); + client_myds->myprot.generate_pkt_ERR(true, NULL, NULL, 1, 2249, (char*)"HY000", err_msg.c_str(), true); l_free(pkt->size, pkt->ptr); client_myds->DSS = STATE_SLEEP; status = WAITING_CLIENT_DATA; @@ -6361,20 +6365,14 @@ bool MySQL_Session::handler___status_WAITING_CLIENT_DATA___STATE_SLEEP___MYSQL_C bool exit_after_SetParse = true; unsigned char command_type=*((unsigned char *)pkt->ptr+sizeof(mysql_hdr)); - // Check for EMBED: queries - experimental GenAI integration - if (pkt->size > sizeof(mysql_hdr) + 7) { // Need at least "EMBED: " (7 chars after header) + // Check for GENAI: queries - experimental GenAI integration + if (pkt->size > sizeof(mysql_hdr) + 7) { // Need at least "GENAI: " (7 chars after header) const char* query_ptr = (const char*)pkt->ptr + sizeof(mysql_hdr) + 1; size_t query_len = pkt->size - sizeof(mysql_hdr) - 1; - if (query_len >= 7 && strncasecmp(query_ptr, "EMBED:", 6) == 0) { - // This is an EMBED: query - handle with GenAI module - handler___status_WAITING_CLIENT_DATA___STATE_SLEEP___MYSQL_COM_QUERY___genai_embedding(query_ptr + 6, query_len - 6, pkt); - return true; - } - - if (query_len >= 8 && strncasecmp(query_ptr, "RERANK:", 7) == 0) { - // This is a RERANK: query - handle with GenAI module - handler___status_WAITING_CLIENT_DATA___STATE_SLEEP___MYSQL_COM_QUERY___genai_rerank(query_ptr + 7, query_len - 7, pkt); + if (query_len >= 7 && strncasecmp(query_ptr, "GENAI:", 6) == 0) { + // This is a GENAI: query - handle with GenAI module + handler___status_WAITING_CLIENT_DATA___STATE_SLEEP___MYSQL_COM_QUERY___genai(query_ptr + 6, query_len - 6, pkt); return true; } } From a82f58e22b6b3a12412246e3d28993e3e8b51c39 Mon Sep 17 00:00:00 2001 From: Rene Cannao Date: Fri, 9 Jan 2026 17:02:19 +0000 Subject: [PATCH 18/26] Refactor GenAI module for autonomous JSON query processing Move all JSON parsing and operation routing logic from MySQL_Session to GenAI module. MySQL_Session now simply passes GENAI: queries to the GenAI module via process_json_query(), which handles everything autonomously. This simplifies the architecture and achieves better separation of concerns: - MySQL_Session: Detects GENAI: prefix and forwards to GenAI module - GenAI module: Handles JSON parsing, operation routing, and result formatting Changes: - GenAI_Thread.h: Add GENAI_OP_JSON operation type, json_query field, and process_json_query() method declaration - GenAI_Thread.cpp: Implement process_json_query() with embed/rerank support and document_from_sql framework (stubbed for future MySQL connection handling) - MySQL_Session.cpp: Simplify genai handler to just call process_json_query() and parse JSON result (reduces net code by ~215 lines) --- include/GenAI_Thread.h | 10 ++ lib/GenAI_Thread.cpp | 209 +++++++++++++++++++++++++++++ lib/MySQL_Session.cpp | 297 ++++++++++++----------------------------- 3 files changed, 301 insertions(+), 215 deletions(-) diff --git a/include/GenAI_Thread.h b/include/GenAI_Thread.h index 28fcb9dd9b..a230bc25bb 100644 --- a/include/GenAI_Thread.h +++ b/include/GenAI_Thread.h @@ -25,6 +25,7 @@ enum GenAI_Operation : uint32_t { GENAI_OP_EMBEDDING = 0, ///< Generate embeddings for documents GENAI_OP_RERANK = 1, ///< Rerank documents by relevance to query + GENAI_OP_JSON = 2, ///< Autonomous JSON query processing (handles embed/rerank/document_from_sql) }; /** @@ -95,6 +96,7 @@ struct GenAI_Request { std::string query; ///< Query for rerank (empty for embedding) uint32_t top_n; ///< Top N results for rerank std::vector documents; ///< Documents to process + std::string json_query; ///< Raw JSON query from client (for autonomous processing) }; /** @@ -270,6 +272,14 @@ class GenAI_Threads_Handler GenAI_RerankResultArray rerank_documents(const std::string& query, const std::vector& documents, uint32_t top_n = 0); + + /** + * @brief Process JSON query autonomously (handles embed/rerank/document_from_sql) + * + * @param json_query JSON query string from client + * @return JSON string result with columns and rows + */ + std::string process_json_query(const std::string& json_query); }; // Global instance of the GenAI Threads Handler diff --git a/lib/GenAI_Thread.cpp b/lib/GenAI_Thread.cpp index 37096572c5..8ec9321620 100644 --- a/lib/GenAI_Thread.cpp +++ b/lib/GenAI_Thread.cpp @@ -10,6 +10,9 @@ #include #include #include +#include "json.hpp" + +using json = nlohmann::json; // Platform compatibility #ifndef EFD_CLOEXEC @@ -891,3 +894,209 @@ void GenAI_Threads_Handler::worker_loop(int worker_id) { proxy_debug(PROXY_DEBUG_GENAI, 3, "GenAI worker thread %d stopped\n", worker_id); } + +// Helper function to execute SQL query and return documents +// Returns pair of (success, vector of documents) or (success, error message) +static std::pair> execute_sql_for_documents(const std::string& sql_query) { + std::vector documents; + + // TODO: Implement MySQL connection handling + // For now, return error indicating this needs MySQL connectivity + return {false, {}}; +} + +// Process JSON query autonomously +std::string GenAI_Threads_Handler::process_json_query(const std::string& json_query) { + json result; + + try { + // Parse JSON query + json query_json = json::parse(json_query); + + if (!query_json.is_object()) { + result["error"] = "Query must be a JSON object"; + return result.dump(); + } + + // Extract operation type + if (!query_json.contains("type") || !query_json["type"].is_string()) { + result["error"] = "Query must contain a 'type' field (embed or rerank)"; + return result.dump(); + } + + std::string op_type = query_json["type"].get(); + + // Handle embed operation + if (op_type == "embed") { + // Extract documents array + if (!query_json.contains("documents") || !query_json["documents"].is_array()) { + result["error"] = "Embed operation requires a 'documents' array"; + return result.dump(); + } + + std::vector documents; + for (const auto& doc : query_json["documents"]) { + if (doc.is_string()) { + documents.push_back(doc.get()); + } else { + documents.push_back(doc.dump()); + } + } + + if (documents.empty()) { + result["error"] = "Embed operation requires at least one document"; + return result.dump(); + } + + // Call embedding service + GenAI_EmbeddingResult embeddings = embed_documents(documents); + + if (!embeddings.data || embeddings.count == 0) { + result["error"] = "Failed to generate embeddings"; + return result.dump(); + } + + // Build result + result["columns"] = json::array({"embedding"}); + json rows = json::array(); + + for (size_t i = 0; i < embeddings.count; i++) { + float* embedding = embeddings.data + (i * embeddings.embedding_size); + std::ostringstream oss; + for (size_t k = 0; k < embeddings.embedding_size; k++) { + if (k > 0) oss << ","; + oss << embedding[k]; + } + rows.push_back(json::array({oss.str()})); + } + + result["rows"] = rows; + return result.dump(); + } + + // Handle rerank operation + if (op_type == "rerank") { + // Extract query + if (!query_json.contains("query") || !query_json["query"].is_string()) { + result["error"] = "Rerank operation requires a 'query' string"; + return result.dump(); + } + std::string query_str = query_json["query"].get(); + + if (query_str.empty()) { + result["error"] = "Rerank query cannot be empty"; + return result.dump(); + } + + // Check for document_from_sql or documents array + std::vector documents; + bool use_sql_documents = query_json.contains("document_from_sql") && query_json["document_from_sql"].is_object(); + + if (use_sql_documents) { + // document_from_sql mode - execute SQL to get documents + if (!query_json["document_from_sql"].contains("query") || !query_json["document_from_sql"]["query"].is_string()) { + result["error"] = "document_from_sql requires a 'query' string"; + return result.dump(); + } + + std::string sql_query = query_json["document_from_sql"]["query"].get(); + if (sql_query.empty()) { + result["error"] = "document_from_sql query cannot be empty"; + return result.dump(); + } + + // Execute SQL query to get documents + auto [success, docs] = execute_sql_for_documents(sql_query); + if (!success) { + result["error"] = "document_from_sql feature not yet implemented - MySQL connection handling required"; + return result.dump(); + } + documents = docs; + } else { + // Direct documents array mode + if (!query_json.contains("documents") || !query_json["documents"].is_array()) { + result["error"] = "Rerank operation requires 'documents' array or 'document_from_sql' object"; + return result.dump(); + } + + for (const auto& doc : query_json["documents"]) { + if (doc.is_string()) { + documents.push_back(doc.get()); + } else { + documents.push_back(doc.dump()); + } + } + } + + if (documents.empty()) { + result["error"] = "Rerank operation requires at least one document"; + return result.dump(); + } + + // Extract optional top_n (default 0 = return all) + uint32_t opt_top_n = 0; + if (query_json.contains("top_n") && query_json["top_n"].is_number()) { + opt_top_n = query_json["top_n"].get(); + } + + // Extract optional columns (default 3 = index, score, document) + uint32_t opt_columns = 3; + if (query_json.contains("columns") && query_json["columns"].is_number()) { + opt_columns = query_json["columns"].get(); + if (opt_columns != 2 && opt_columns != 3) { + result["error"] = "Rerank 'columns' must be 2 or 3"; + return result.dump(); + } + } + + // Call rerank service + GenAI_RerankResultArray rerank_result = rerank_documents(query_str, documents, opt_top_n); + + if (!rerank_result.data || rerank_result.count == 0) { + result["error"] = "Failed to rerank documents"; + return result.dump(); + } + + // Build result + json rows = json::array(); + + if (opt_columns == 2) { + result["columns"] = json::array({"index", "score"}); + + for (size_t i = 0; i < rerank_result.count; i++) { + const GenAI_RerankResult& r = rerank_result.data[i]; + std::string index_str = std::to_string(r.index); + std::string score_str = std::to_string(r.score); + rows.push_back(json::array({index_str, score_str})); + } + } else { + result["columns"] = json::array({"index", "score", "document"}); + + for (size_t i = 0; i < rerank_result.count; i++) { + const GenAI_RerankResult& r = rerank_result.data[i]; + if (r.index >= documents.size()) { + continue; // Skip invalid index + } + std::string index_str = std::to_string(r.index); + std::string score_str = std::to_string(r.score); + const std::string& doc = documents[r.index]; + rows.push_back(json::array({index_str, score_str, doc})); + } + } + + result["rows"] = rows; + return result.dump(); + } + + // Unknown operation type + result["error"] = "Unknown operation type: " + op_type + ". Use 'embed' or 'rerank'"; + return result.dump(); + + } catch (const json::parse_error& e) { + result["error"] = std::string("JSON parse error: ") + e.what(); + return result.dump(); + } catch (const std::exception& e) { + result["error"] = std::string("Error: ") + e.what(); + return result.dump(); + } +} diff --git a/lib/MySQL_Session.cpp b/lib/MySQL_Session.cpp index dbc89dd92f..2d0dcc7a7f 100644 --- a/lib/MySQL_Session.cpp +++ b/lib/MySQL_Session.cpp @@ -3632,274 +3632,141 @@ void MySQL_Session::handler___status_WAITING_CLIENT_DATA___STATE_SLEEP___MYSQL_C return; } - // Parse JSON to determine operation type + // Check GenAI module is initialized + if (!GloGATH) { + client_myds->DSS = STATE_QUERY_SENT_NET; + client_myds->myprot.generate_pkt_ERR(true, NULL, NULL, 1, 1237, (char*)"HY000", "GenAI module is not initialized", true); + l_free(pkt->size, pkt->ptr); + client_myds->DSS = STATE_SLEEP; + status = WAITING_CLIENT_DATA; + return; + } + + // Pass JSON query to GenAI module for autonomous processing + std::string json_query(query, query_len); + std::string result_json = GloGATH->process_json_query(json_query); + + if (result_json.empty()) { + client_myds->DSS = STATE_QUERY_SENT_NET; + client_myds->myprot.generate_pkt_ERR(true, NULL, NULL, 1, 1250, (char*)"HY000", "GenAI query processing failed", true); + l_free(pkt->size, pkt->ptr); + client_myds->DSS = STATE_SLEEP; + status = WAITING_CLIENT_DATA; + return; + } + + // Parse the JSON result and build MySQL resultset try { - json j = json::parse(std::string(query, query_len)); + json result = json::parse(result_json); - if (!j.is_object()) { + if (!result.is_object()) { client_myds->DSS = STATE_QUERY_SENT_NET; - client_myds->myprot.generate_pkt_ERR(true, NULL, NULL, 1, 1235, (char*)"HY000", "GENAI: query requires a JSON object with 'type' field", true); + client_myds->myprot.generate_pkt_ERR(true, NULL, NULL, 1, 1251, (char*)"HY000", "GenAI returned invalid result format", true); l_free(pkt->size, pkt->ptr); client_myds->DSS = STATE_SLEEP; status = WAITING_CLIENT_DATA; return; } - // Extract operation type - if (!j.contains("type") || !j["type"].is_string()) { + // Check if result is an error + if (result.contains("error") && result["error"].is_string()) { + std::string error_msg = result["error"].get(); client_myds->DSS = STATE_QUERY_SENT_NET; - client_myds->myprot.generate_pkt_ERR(true, NULL, NULL, 1, 1236, (char*)"HY000", "GENAI: query requires a 'type' string field ('embed' or 'rerank')", true); + client_myds->myprot.generate_pkt_ERR(true, NULL, NULL, 1, 1252, (char*)"HY000", (char*)error_msg.c_str(), true); l_free(pkt->size, pkt->ptr); client_myds->DSS = STATE_SLEEP; status = WAITING_CLIENT_DATA; return; } - std::string op_type = j["type"].get(); - - // Check GenAI module is initialized - if (!GloGATH) { + // Extract resultset data + if (!result.contains("columns") || !result["columns"].is_array()) { client_myds->DSS = STATE_QUERY_SENT_NET; - client_myds->myprot.generate_pkt_ERR(true, NULL, NULL, 1, 1237, (char*)"HY000", "GenAI module is not initialized", true); + client_myds->myprot.generate_pkt_ERR(true, NULL, NULL, 1, 1253, (char*)"HY000", "GenAI result missing 'columns' field", true); l_free(pkt->size, pkt->ptr); client_myds->DSS = STATE_SLEEP; status = WAITING_CLIENT_DATA; return; } - // Handle embed operation - if (op_type == "embed") { - // Extract documents array - if (!j.contains("documents") || !j["documents"].is_array()) { - client_myds->DSS = STATE_QUERY_SENT_NET; - client_myds->myprot.generate_pkt_ERR(true, NULL, NULL, 1, 1238, (char*)"HY000", "GENAI embed operation requires a 'documents' array", true); - l_free(pkt->size, pkt->ptr); - client_myds->DSS = STATE_SLEEP; - status = WAITING_CLIENT_DATA; - return; - } - - std::vector documents; - for (const auto& doc : j["documents"]) { - if (doc.is_string()) { - documents.push_back(doc.get()); - } else { - documents.push_back(doc.dump()); - } - } - - if (documents.empty()) { - client_myds->DSS = STATE_QUERY_SENT_NET; - client_myds->myprot.generate_pkt_ERR(true, NULL, NULL, 1, 1239, (char*)"HY000", "GENAI embed operation requires at least one document", true); - l_free(pkt->size, pkt->ptr); - client_myds->DSS = STATE_SLEEP; - status = WAITING_CLIENT_DATA; - return; - } - - // Call GenAI module to generate embeddings - GenAI_EmbeddingResult result = GloGATH->embed_documents(documents); - - if (!result.data || result.count == 0) { - client_myds->DSS = STATE_QUERY_SENT_NET; - client_myds->myprot.generate_pkt_ERR(true, NULL, NULL, 1, 1240, (char*)"HY000", "Failed to generate embeddings", true); - l_free(pkt->size, pkt->ptr); - client_myds->DSS = STATE_SLEEP; - status = WAITING_CLIENT_DATA; - return; - } - - // Build resultset: 1 row per document, 1 column with CSV embeddings - std::unique_ptr resultset(new SQLite3_result(1)); - resultset->add_column_definition(SQLITE_TEXT, "embedding"); - - for (size_t i = 0; i < result.count; i++) { - float* embedding = result.data + (i * result.embedding_size); - std::ostringstream oss; - for (size_t j = 0; j < result.embedding_size; j++) { - if (j > 0) oss << ","; - oss << embedding[j]; - } - std::string csv_str = oss.str(); - - char* row_data[1]; - char* csv_copy = strdup(csv_str.c_str()); - row_data[0] = csv_copy; - resultset->add_row(row_data); - free(csv_copy); - } - - // Send resultset to client - SQLite3_to_MySQL(resultset.get(), NULL, 0, &client_myds->myprot, false, - (client_myds->myconn->options.client_flag & CLIENT_DEPRECATE_EOF)); - + if (!result.contains("rows") || !result["rows"].is_array()) { + client_myds->DSS = STATE_QUERY_SENT_NET; + client_myds->myprot.generate_pkt_ERR(true, NULL, NULL, 1, 1254, (char*)"HY000", "GenAI result missing 'rows' field", true); l_free(pkt->size, pkt->ptr); client_myds->DSS = STATE_SLEEP; status = WAITING_CLIENT_DATA; return; } - // Handle rerank operation - if (op_type == "rerank") { - // Extract query - if (!j.contains("query") || !j["query"].is_string()) { - client_myds->DSS = STATE_QUERY_SENT_NET; - client_myds->myprot.generate_pkt_ERR(true, NULL, NULL, 1, 2241, (char*)"HY000", "GENAI rerank operation requires a 'query' string", true); - l_free(pkt->size, pkt->ptr); - client_myds->DSS = STATE_SLEEP; - status = WAITING_CLIENT_DATA; - return; - } - std::string query_str = j["query"].get(); - - if (query_str.empty()) { - client_myds->DSS = STATE_QUERY_SENT_NET; - client_myds->myprot.generate_pkt_ERR(true, NULL, NULL, 1, 2242, (char*)"HY000", "GENAI rerank operation requires a non-empty query", true); - l_free(pkt->size, pkt->ptr); - client_myds->DSS = STATE_SLEEP; - status = WAITING_CLIENT_DATA; - return; - } + auto columns = result["columns"]; + auto rows = result["rows"]; - // Extract documents - if (!j.contains("documents") || !j["documents"].is_array()) { - client_myds->DSS = STATE_QUERY_SENT_NET; - client_myds->myprot.generate_pkt_ERR(true, NULL, NULL, 1, 2243, (char*)"HY000", "GENAI rerank operation requires a 'documents' array", true); - l_free(pkt->size, pkt->ptr); - client_myds->DSS = STATE_SLEEP; - status = WAITING_CLIENT_DATA; - return; - } + // Build SQLite3 resultset + std::unique_ptr resultset(new SQLite3_result(columns.size())); - std::vector documents; - for (const auto& doc : j["documents"]) { - if (doc.is_string()) { - documents.push_back(doc.get()); - } else { - documents.push_back(doc.dump()); - } + // Add column definitions + for (size_t i = 0; i < columns.size(); i++) { + if (columns[i].is_string()) { + std::string col_name = columns[i].get(); + resultset->add_column_definition(SQLITE_TEXT, (char*)col_name.c_str()); } + } - if (documents.empty()) { - client_myds->DSS = STATE_QUERY_SENT_NET; - client_myds->myprot.generate_pkt_ERR(true, NULL, NULL, 1, 2244, (char*)"HY000", "GENAI rerank operation requires at least one document", true); - l_free(pkt->size, pkt->ptr); - client_myds->DSS = STATE_SLEEP; - status = WAITING_CLIENT_DATA; - return; - } + // Add rows + for (const auto& row : rows) { + if (!row.is_array()) continue; - // Extract optional top_n (default 0 = return all) - uint32_t top_n = 0; - if (j.contains("top_n") && j["top_n"].is_number()) { - top_n = j["top_n"].get(); - } + // Create row data array + char** row_data = (char**)malloc(columns.size() * sizeof(char*)); + size_t valid_cols = 0; - // Extract optional columns (default 3 = index, score, document) - uint32_t columns = 3; // default - if (j.contains("columns") && j["columns"].is_number()) { - columns = j["columns"].get(); - if (columns != 2 && columns != 3) { - client_myds->DSS = STATE_QUERY_SENT_NET; - client_myds->myprot.generate_pkt_ERR(true, NULL, NULL, 1, 2245, (char*)"HY000", "GENAI rerank operation 'columns' must be 2 or 3", true); - l_free(pkt->size, pkt->ptr); - client_myds->DSS = STATE_SLEEP; - status = WAITING_CLIENT_DATA; - return; + for (size_t i = 0; i < columns.size() && i < row.size(); i++) { + if (row[i].is_string()) { + std::string val = row[i].get(); + row_data[valid_cols++] = strdup(val.c_str()); + } else if (row[i].is_null()) { + row_data[valid_cols++] = NULL; + } else { + // Convert to string + std::string val = row[i].dump(); + // Remove quotes if present + if (val.size() >= 2 && val[0] == '"' && val[val.size()-1] == '"') { + val = val.substr(1, val.size() - 2); + } + row_data[valid_cols++] = strdup(val.c_str()); } } - // Call GenAI module to rerank documents - GenAI_RerankResultArray result = GloGATH->rerank_documents(query_str, documents, top_n); + resultset->add_row(row_data); - if (!result.data || result.count == 0) { - client_myds->DSS = STATE_QUERY_SENT_NET; - client_myds->myprot.generate_pkt_ERR(true, NULL, NULL, 1, 2246, (char*)"HY000", "Failed to rerank documents", true); - l_free(pkt->size, pkt->ptr); - client_myds->DSS = STATE_SLEEP; - status = WAITING_CLIENT_DATA; - return; + // Free row data + for (size_t i = 0; i < valid_cols; i++) { + if (row_data[i]) free(row_data[i]); } - - // Build resultset based on columns parameter - std::unique_ptr resultset; - if (columns == 2) { - // 2 columns: index and score only - resultset.reset(new SQLite3_result(2)); - resultset->add_column_definition(SQLITE_TEXT, "index"); - resultset->add_column_definition(SQLITE_TEXT, "score"); - - for (size_t i = 0; i < result.count; i++) { - const GenAI_RerankResult& r = result.data[i]; - std::string index_str = std::to_string(r.index); - std::string score_str = std::to_string(r.score); - - char* row_data[2]; - char* index_copy = strdup(index_str.c_str()); - char* score_copy = strdup(score_str.c_str()); - row_data[0] = index_copy; - row_data[1] = score_copy; - resultset->add_row(row_data); - free(index_copy); - free(score_copy); - } - } else { - // 3 columns: index, score, and document (default) - resultset.reset(new SQLite3_result(3)); - resultset->add_column_definition(SQLITE_TEXT, "index"); - resultset->add_column_definition(SQLITE_TEXT, "score"); - resultset->add_column_definition(SQLITE_TEXT, "document"); - - for (size_t i = 0; i < result.count; i++) { - const GenAI_RerankResult& r = result.data[i]; - std::string index_str = std::to_string(r.index); - std::string score_str = std::to_string(r.score); - const std::string& doc_str = documents[r.index]; - - char* row_data[3]; - char* index_copy = strdup(index_str.c_str()); - char* score_copy = strdup(score_str.c_str()); - char* doc_copy = strdup(doc_str.c_str()); - row_data[0] = index_copy; - row_data[1] = score_copy; - row_data[2] = doc_copy; - resultset->add_row(row_data); - free(index_copy); - free(score_copy); - free(doc_copy); - } - } - - // Send resultset to client - SQLite3_to_MySQL(resultset.get(), NULL, 0, &client_myds->myprot, false, - (client_myds->myconn->options.client_flag & CLIENT_DEPRECATE_EOF)); - - l_free(pkt->size, pkt->ptr); - client_myds->DSS = STATE_SLEEP; - status = WAITING_CLIENT_DATA; - return; + free(row_data); } - // Unknown operation type - client_myds->DSS = STATE_QUERY_SENT_NET; - client_myds->myprot.generate_pkt_ERR(true, NULL, NULL, 1, 2247, (char*)"HY000", "GENAI: unknown operation type. Use 'embed' or 'rerank'", true); + // Send resultset to client + SQLite3_to_MySQL(resultset.get(), NULL, 0, &client_myds->myprot, false, + (client_myds->myconn->options.client_flag & CLIENT_DEPRECATE_EOF)); + l_free(pkt->size, pkt->ptr); client_myds->DSS = STATE_SLEEP; status = WAITING_CLIENT_DATA; } catch (const json::parse_error& e) { - std::string err_msg = "JSON parse error in GENAI: query: "; - err_msg += e.what(); client_myds->DSS = STATE_QUERY_SENT_NET; - client_myds->myprot.generate_pkt_ERR(true, NULL, NULL, 1, 2248, (char*)"HY000", err_msg.c_str(), true); + std::string err_msg = "Failed to parse GenAI result: "; + err_msg += e.what(); + client_myds->myprot.generate_pkt_ERR(true, NULL, NULL, 1, 1255, (char*)"HY000", (char*)err_msg.c_str(), true); l_free(pkt->size, pkt->ptr); client_myds->DSS = STATE_SLEEP; status = WAITING_CLIENT_DATA; } catch (const std::exception& e) { - std::string err_msg = "Error processing GENAI: query: "; - err_msg += e.what(); client_myds->DSS = STATE_QUERY_SENT_NET; - client_myds->myprot.generate_pkt_ERR(true, NULL, NULL, 1, 2249, (char*)"HY000", err_msg.c_str(), true); + std::string err_msg = "Error processing GenAI result: "; + err_msg += e.what(); + client_myds->myprot.generate_pkt_ERR(true, NULL, NULL, 1, 1256, (char*)"HY000", (char*)err_msg.c_str(), true); l_free(pkt->size, pkt->ptr); client_myds->DSS = STATE_SLEEP; status = WAITING_CLIENT_DATA; From bbad8ab4f32446070aadde47d126f8a5d20b6119 Mon Sep 17 00:00:00 2001 From: Rene Cannao Date: Fri, 9 Jan 2026 22:37:53 +0000 Subject: [PATCH 19/26] Fix GenAI variable naming and add comprehensive TAP tests - Fix double prefix bug in genai_thread_variables_names[] where variable names included the "genai_" prefix, but flush functions added "genai-" prefix, creating names like "genai-genai_threads" - Update get_variable() and set_variable() to use names without prefix - Add comprehensive TAP tests for GenAI embedding and reranking with 40 tests covering configuration, single/batch embedding, reranking, error handling, and GENAI: query syntax variations - Fix test expectations for leading space behavior (should be rejected) - Add tests for genai-embedding_timeout_ms and genai-rerank_timeout_ms --- lib/GenAI_Thread.cpp | 31 +- test/tap/tests/genai_embedding_rerank-t.cpp | 724 ++++++++++++++++++++ 2 files changed, 740 insertions(+), 15 deletions(-) create mode 100644 test/tap/tests/genai_embedding_rerank-t.cpp diff --git a/lib/GenAI_Thread.cpp b/lib/GenAI_Thread.cpp index 8ec9321620..a10e4634a6 100644 --- a/lib/GenAI_Thread.cpp +++ b/lib/GenAI_Thread.cpp @@ -30,12 +30,13 @@ using json = nlohmann::json; #endif // Define the array of variable names for the GenAI module +// Note: These do NOT include the "genai_" prefix - it's added by the flush functions static const char* genai_thread_variables_names[] = { - "genai_threads", - "genai_embedding_uri", - "genai_rerank_uri", - "genai_embedding_timeout_ms", - "genai_rerank_timeout_ms", + "threads", + "embedding_uri", + "rerank_uri", + "embedding_timeout_ms", + "rerank_timeout_ms", NULL }; @@ -267,23 +268,23 @@ char* GenAI_Threads_Handler::get_variable(char* name) { if (!name) return NULL; - if (!strcmp(name, "genai_threads")) { + if (!strcmp(name, "threads")) { char buf[64]; sprintf(buf, "%d", variables.genai_threads); return strdup(buf); } - if (!strcmp(name, "genai_embedding_uri")) { + if (!strcmp(name, "embedding_uri")) { return strdup(variables.genai_embedding_uri ? variables.genai_embedding_uri : ""); } - if (!strcmp(name, "genai_rerank_uri")) { + if (!strcmp(name, "rerank_uri")) { return strdup(variables.genai_rerank_uri ? variables.genai_rerank_uri : ""); } - if (!strcmp(name, "genai_embedding_timeout_ms")) { + if (!strcmp(name, "embedding_timeout_ms")) { char buf[64]; sprintf(buf, "%d", variables.genai_embedding_timeout_ms); return strdup(buf); } - if (!strcmp(name, "genai_rerank_timeout_ms")) { + if (!strcmp(name, "rerank_timeout_ms")) { char buf[64]; sprintf(buf, "%d", variables.genai_rerank_timeout_ms); return strdup(buf); @@ -296,7 +297,7 @@ bool GenAI_Threads_Handler::set_variable(char* name, const char* value) { if (!name || !value) return false; - if (!strcmp(name, "genai_threads")) { + if (!strcmp(name, "threads")) { int val = atoi(value); if (val < 1 || val > 256) { proxy_error("Invalid value for genai_threads: %d (must be 1-256)\n", val); @@ -305,19 +306,19 @@ bool GenAI_Threads_Handler::set_variable(char* name, const char* value) { variables.genai_threads = val; return true; } - if (!strcmp(name, "genai_embedding_uri")) { + if (!strcmp(name, "embedding_uri")) { if (variables.genai_embedding_uri) free(variables.genai_embedding_uri); variables.genai_embedding_uri = strdup(value); return true; } - if (!strcmp(name, "genai_rerank_uri")) { + if (!strcmp(name, "rerank_uri")) { if (variables.genai_rerank_uri) free(variables.genai_rerank_uri); variables.genai_rerank_uri = strdup(value); return true; } - if (!strcmp(name, "genai_embedding_timeout_ms")) { + if (!strcmp(name, "embedding_timeout_ms")) { int val = atoi(value); if (val < 100 || val > 300000) { proxy_error("Invalid value for genai_embedding_timeout_ms: %d (must be 100-300000)\n", val); @@ -326,7 +327,7 @@ bool GenAI_Threads_Handler::set_variable(char* name, const char* value) { variables.genai_embedding_timeout_ms = val; return true; } - if (!strcmp(name, "genai_rerank_timeout_ms")) { + if (!strcmp(name, "rerank_timeout_ms")) { int val = atoi(value); if (val < 100 || val > 300000) { proxy_error("Invalid value for genai_rerank_timeout_ms: %d (must be 100-300000)\n", val); diff --git a/test/tap/tests/genai_embedding_rerank-t.cpp b/test/tap/tests/genai_embedding_rerank-t.cpp new file mode 100644 index 0000000000..db9bfa481b --- /dev/null +++ b/test/tap/tests/genai_embedding_rerank-t.cpp @@ -0,0 +1,724 @@ +/** + * @file genai_embedding_rerank-t.cpp + * @brief TAP test for the GenAI embedding and reranking functionality + * + * This test verifies the GenAI (Generative AI) module's core functionality: + * - Embedding generation (single and batch) + * - Reranking documents by relevance + * - JSON query processing + * - Error handling for malformed queries + * - Timeout and error handling + * + * Note: These tests require a running GenAI service (llama-server or compatible) + * at the configured endpoints. The tests use the GENAI: query syntax which + * allows autonomous JSON query processing. + * + * @date 2025-01-09 + */ + +#include +#include +#include +#include +#include +#include +#include + +#include "mysql.h" +#include "mysqld_error.h" + +#include "tap.h" +#include "command_line.h" +#include "utils.h" + +using std::string; + +// ============================================================================ +// Helper Functions +// ============================================================================ + +/** + * @brief Check if the GenAI module is initialized + * + * @param admin MySQL connection to admin interface + * @return true if GenAI module is initialized, false otherwise + */ +bool check_genai_initialized(MYSQL* admin) { + MYSQL_QUERY(admin, "SELECT @@genai-threads"); + MYSQL_RES* res = mysql_store_result(admin); + if (!res) { + return false; + } + + int num_rows = mysql_num_rows(res); + mysql_free_result(res); + + // If we get a result, the GenAI module is loaded and initialized + return num_rows == 1; +} + +/** + * @brief Execute a GENAI: query and check if it returns a result set + * + * @param client MySQL connection to client interface + * @param json_query The JSON query to send (without GENAI: prefix) + * @param expected_rows Expected number of rows (or -1 for any) + * @return true if query succeeded, false otherwise + */ +bool execute_genai_query(MYSQL* client, const string& json_query, int expected_rows = -1) { + string full_query = "GENAI: " + json_query; + int rc = mysql_query(client, full_query.c_str()); + + if (rc != 0) { + diag("Query failed: %s", mysql_error(client)); + return false; + } + + MYSQL_RES* res = mysql_store_result(client); + if (!res) { + diag("No result set returned"); + return false; + } + + int num_rows = mysql_num_rows(res); + mysql_free_result(res); + + if (expected_rows >= 0 && num_rows != expected_rows) { + diag("Expected %d rows, got %d", expected_rows, num_rows); + return false; + } + + return true; +} + +/** + * @brief Execute a GENAI: query and expect an error + * + * @param client MySQL connection to client interface + * @param json_query The JSON query to send (without GENAI: prefix) + * @return true if query returned an error as expected, false otherwise + */ +bool execute_genai_query_expect_error(MYSQL* client, const string& json_query) { + string full_query = "GENAI: " + json_query; + int rc = mysql_query(client, full_query.c_str()); + + // Query should either fail or return an error result set + if (rc != 0) { + // Query failed at MySQL level - this is expected for errors + return true; + } + + MYSQL_RES* res = mysql_store_result(client); + if (!res) { + // No result set - error condition + return true; + } + + // Check if result set contains an error message + int num_fields = mysql_num_fields(res); + bool has_error = false; + + if (num_fields >= 1) { + MYSQL_ROW row = mysql_fetch_row(res); + if (row && row[0]) { + // Check if the first column contains "error" + if (strstr(row[0], "\"error\"") || strstr(row[0], "error")) { + has_error = true; + } + } + } + + mysql_free_result(res); + return has_error; +} + +/** + * @brief Test embedding a single document + * + * @param client MySQL connection to client interface + * @return Number of tests performed + */ +int test_single_embedding(MYSQL* client) { + int test_count = 0; + + diag("Testing single document embedding"); + + // Test 1: Valid single document embedding + string json = R"({"type": "embed", "documents": ["Hello, world!"]})"; + ok(execute_genai_query(client, json, 1), + "Single document embedding returns 1 row"); + test_count++; + + // Test 2: Embedding with special characters + json = R"({"type": "embed", "documents": ["Test with quotes \" and 'apostrophes'"]})"; + ok(execute_genai_query(client, json, 1), + "Embedding with special characters returns 1 row"); + test_count++; + + // Test 3: Embedding with unicode + json = R"({"type": "embed", "documents": ["Unicode test: 你好世界 🌍"]})"; + ok(execute_genai_query(client, json, 1), + "Embedding with unicode returns 1 row"); + test_count++; + + return test_count; +} + +/** + * @brief Test embedding multiple documents (batch) + * + * @param client MySQL connection to client interface + * @return Number of tests performed + */ +int test_batch_embedding(MYSQL* client) { + int test_count = 0; + + diag("Testing batch document embedding"); + + // Test 1: Batch embedding with 3 documents + string json = R"({"type": "embed", "documents": ["First document", "Second document", "Third document"]})"; + ok(execute_genai_query(client, json, 3), + "Batch embedding with 3 documents returns 3 rows"); + test_count++; + + // Test 2: Batch embedding with 5 documents + json = R"({"type": "embed", "documents": ["doc1", "doc2", "doc3", "doc4", "doc5"]})"; + ok(execute_genai_query(client, json, 5), + "Batch embedding with 5 documents returns 5 rows"); + test_count++; + + // Test 3: Batch embedding with empty document (edge case) + json = R"({"type": "embed", "documents": [""]})"; + ok(execute_genai_query(client, json, 1), + "Batch embedding with empty document returns 1 row"); + test_count++; + + return test_count; +} + +/** + * @brief Test embedding error handling + * + * @param client MySQL connection to client interface + * @return Number of tests performed + */ +int test_embedding_errors(MYSQL* client) { + int test_count = 0; + + diag("Testing embedding error handling"); + + // Test 1: Missing documents array + string json = R"({"type": "embed"})"; + ok(execute_genai_query_expect_error(client, json), + "Embedding without documents array returns error"); + test_count++; + + // Test 2: Empty documents array + json = R"({"type": "embed", "documents": []})"; + ok(execute_genai_query_expect_error(client, json), + "Embedding with empty documents array returns error"); + test_count++; + + // Test 3: Invalid JSON + json = R"({"type": "embed", "documents": [)"; + ok(execute_genai_query_expect_error(client, json), + "Embedding with invalid JSON returns error"); + test_count++; + + // Test 4: Documents is not an array + json = R"({"type": "embed", "documents": "not an array"})"; + ok(execute_genai_query_expect_error(client, json), + "Embedding with non-array documents returns error"); + test_count++; + + return test_count; +} + +/** + * @brief Test basic reranking functionality + * + * @param client MySQL connection to client interface + * @return Number of tests performed + */ +int test_basic_rerank(MYSQL* client) { + int test_count = 0; + + diag("Testing basic reranking"); + + // Test 1: Simple rerank with 3 documents + string json = R"({ + "type": "rerank", + "query": "What is machine learning?", + "documents": [ + "Machine learning is a subset of artificial intelligence.", + "The capital of France is Paris.", + "Deep learning uses neural networks with multiple layers." + ] + })"; + ok(execute_genai_query(client, json, 3), + "Rerank with 3 documents returns 3 rows"); + test_count++; + + // Test 2: Rerank with query containing quotes + json = R"({ + "type": "rerank", + "query": "What is \"SQL\" injection?", + "documents": [ + "SQL injection is a code vulnerability.", + "ProxySQL is a database proxy." + ] + })"; + ok(execute_genai_query(client, json, 2), + "Rerank with quoted query returns 2 rows"); + test_count++; + + return test_count; +} + +/** + * @brief Test rerank with top_n parameter + * + * @param client MySQL connection to client interface + * @return Number of tests performed + */ +int test_rerank_top_n(MYSQL* client) { + int test_count = 0; + + diag("Testing rerank with top_n parameter"); + + // Test 1: top_n = 2 with 5 documents + string json = R"({ + "type": "rerank", + "query": "database systems", + "documents": [ + "ProxySQL is a proxy for MySQL.", + "PostgreSQL is an object-relational database.", + "Redis is an in-memory data store.", + "Elasticsearch is a search engine.", + "MongoDB is a NoSQL database." + ], + "top_n": 2 + })"; + ok(execute_genai_query(client, json, 2), + "Rerank with top_n=2 returns exactly 2 rows"); + test_count++; + + // Test 2: top_n = 1 with 3 documents + json = R"({ + "type": "rerank", + "query": "best fruit", + "documents": ["Apple", "Banana", "Orange"], + "top_n": 1 + })"; + ok(execute_genai_query(client, json, 1), + "Rerank with top_n=1 returns exactly 1 row"); + test_count++; + + // Test 3: top_n = 0 should return all results + json = R"({ + "type": "rerank", + "query": "test query", + "documents": ["doc1", "doc2", "doc3"], + "top_n": 0 + })"; + ok(execute_genai_query(client, json, 3), + "Rerank with top_n=0 returns all 3 rows"); + test_count++; + + return test_count; +} + +/** + * @brief Test rerank with columns parameter + * + * @param client MySQL connection to client interface + * @return Number of tests performed + */ +int test_rerank_columns(MYSQL* client) { + int test_count = 0; + + diag("Testing rerank with columns parameter"); + + // Test 1: columns = 2 (index and score only) + string json = R"({ + "type": "rerank", + "query": "test query", + "documents": ["doc1", "doc2"], + "columns": 2 + })"; + ok(execute_genai_query(client, json, 2), + "Rerank with columns=2 returns 2 rows"); + test_count++; + + // Test 2: columns = 3 (index, score, document) - default + json = R"({ + "type": "rerank", + "query": "test query", + "documents": ["doc1", "doc2"], + "columns": 3 + })"; + ok(execute_genai_query(client, json, 2), + "Rerank with columns=3 returns 2 rows"); + test_count++; + + // Test 3: Invalid columns value should return error + json = R"({ + "type": "rerank", + "query": "test query", + "documents": ["doc1"], + "columns": 5 + })"; + ok(execute_genai_query_expect_error(client, json), + "Rerank with invalid columns=5 returns error"); + test_count++; + + return test_count; +} + +/** + * @brief Test rerank error handling + * + * @param client MySQL connection to client interface + * @return Number of tests performed + */ +int test_rerank_errors(MYSQL* client) { + int test_count = 0; + + diag("Testing rerank error handling"); + + // Test 1: Missing query + string json = R"({"type": "rerank", "documents": ["doc1"]})"; + ok(execute_genai_query_expect_error(client, json), + "Rerank without query returns error"); + test_count++; + + // Test 2: Empty query + json = R"({"type": "rerank", "query": "", "documents": ["doc1"]})"; + ok(execute_genai_query_expect_error(client, json), + "Rerank with empty query returns error"); + test_count++; + + // Test 3: Missing documents array + json = R"({"type": "rerank", "query": "test"})"; + ok(execute_genai_query_expect_error(client, json), + "Rerank without documents returns error"); + test_count++; + + // Test 4: Empty documents array + json = R"({"type": "rerank", "query": "test", "documents": []})"; + ok(execute_genai_query_expect_error(client, json), + "Rerank with empty documents returns error"); + test_count++; + + return test_count; +} + +/** + * @brief Test general JSON query error handling + * + * @param client MySQL connection to client interface + * @return Number of tests performed + */ +int test_json_query_errors(MYSQL* client) { + int test_count = 0; + + diag("Testing JSON query error handling"); + + // Test 1: Missing type field + string json = R"({"documents": ["doc1"]})"; + ok(execute_genai_query_expect_error(client, json), + "Query without type field returns error"); + test_count++; + + // Test 2: Unknown operation type + json = R"({"type": "unknown_op", "documents": ["doc1"]})"; + ok(execute_genai_query_expect_error(client, json), + "Query with unknown type returns error"); + test_count++; + + // Test 3: Completely invalid JSON + json = R"({invalid json})"; + ok(execute_genai_query_expect_error(client, json), + "Invalid JSON returns error"); + test_count++; + + // Test 4: Empty JSON object + json = R"({})"; + ok(execute_genai_query_expect_error(client, json), + "Empty JSON object returns error"); + test_count++; + + // Test 5: Query is not an object + json = R"(["array", "not", "object"])"; + ok(execute_genai_query_expect_error(client, json), + "JSON array (not object) returns error"); + test_count++; + + return test_count; +} + +/** + * @brief Test GENAI: query syntax variations + * + * @param client MySQL connection to client interface + * @return Number of tests performed + */ +int test_genai_syntax(MYSQL* client) { + int test_count = 0; + + diag("Testing GENAI: query syntax variations"); + + // Test 1: GENAI: with leading space should FAIL (not recognized) + int rc = mysql_query(client, " GENAI: {\"type\": \"embed\", \"documents\": [\"test\"]}"); + ok(rc != 0, "GENAI: with leading space is rejected"); + test_count++; + + // Test 2: Empty query after GENAI: + rc = mysql_query(client, "GENAI: "); + MYSQL_RES* res = mysql_store_result(client); + // Should either fail or have no rows + bool empty_query_ok = (rc != 0) || (res && mysql_num_rows(res) == 0); + if (res) mysql_free_result(res); + ok(empty_query_ok, "Empty GENAI: query handled correctly"); + test_count++; + + // Test 3: Case sensitivity - lowercase should also work + rc = mysql_query(client, "genai: {\"type\": \"embed\", \"documents\": [\"test\"]}"); + ok(rc == 0, "Lowercase 'genai:' works"); + test_count++; + + return test_count; +} + +/** + * @brief Test GenAI configuration variables + * + * @param admin MySQL connection to admin interface + * @return Number of tests performed + */ +int test_genai_configuration(MYSQL* admin) { + int test_count = 0; + + diag("Testing GenAI configuration variables"); + + // Test 1: Check genai-threads variable + MYSQL_QUERY(admin, "SELECT @@genai-threads"); + MYSQL_RES* res = mysql_store_result(admin); + ok(res != NULL, "genai-threads variable is accessible"); + if (res) { + int num_rows = mysql_num_rows(res); + ok(num_rows == 1, "genai-threads returns 1 row"); + test_count++; + mysql_free_result(res); + } else { + skip(1, "Cannot check row count"); + test_count++; + } + test_count++; + + // Test 2: Check genai-embedding_uri variable + MYSQL_QUERY(admin, "SELECT @@genai-embedding_uri"); + res = mysql_store_result(admin); + ok(res != NULL, "genai-embedding_uri variable is accessible"); + if (res) { + MYSQL_ROW row = mysql_fetch_row(res); + ok(row && row[0] && strlen(row[0]) > 0, "genai-embedding_uri has a value"); + test_count++; + mysql_free_result(res); + } else { + skip(1, "Cannot check value"); + test_count++; + } + test_count++; + + // Test 3: Check genai-rerank_uri variable + MYSQL_QUERY(admin, "SELECT @@genai-rerank_uri"); + res = mysql_store_result(admin); + ok(res != NULL, "genai-rerank_uri variable is accessible"); + if (res) { + MYSQL_ROW row = mysql_fetch_row(res); + ok(row && row[0] && strlen(row[0]) > 0, "genai-rerank_uri has a value"); + test_count++; + mysql_free_result(res); + } else { + skip(1, "Cannot check value"); + test_count++; + } + test_count++; + + // Test 4: Check genai-embedding_timeout_ms variable + MYSQL_QUERY(admin, "SELECT @@genai-embedding_timeout_ms"); + res = mysql_store_result(admin); + ok(res != NULL, "genai-embedding_timeout_ms variable is accessible"); + if (res) { + MYSQL_ROW row = mysql_fetch_row(res); + ok(row && row[0] && atoi(row[0]) > 0, "genai-embedding_timeout_ms has a positive value"); + test_count++; + mysql_free_result(res); + } else { + skip(1, "Cannot check value"); + test_count++; + } + test_count++; + + // Test 5: Check genai-rerank_timeout_ms variable + MYSQL_QUERY(admin, "SELECT @@genai-rerank_timeout_ms"); + res = mysql_store_result(admin); + ok(res != NULL, "genai-rerank_timeout_ms variable is accessible"); + if (res) { + MYSQL_ROW row = mysql_fetch_row(res); + ok(row && row[0] && atoi(row[0]) > 0, "genai-rerank_timeout_ms has a positive value"); + test_count++; + mysql_free_result(res); + } else { + skip(1, "Cannot check value"); + test_count++; + } + test_count++; + + return test_count; +} + +// ============================================================================ +// Main Test Function +// ============================================================================ + +int main() { + CommandLine cl; + + if (cl.getEnv()) { + diag("Failed to get the required environmental variables."); + return EXIT_FAILURE; + } + + // Initialize connections + MYSQL* admin = mysql_init(NULL); + if (!admin) { + fprintf(stderr, "File %s, line %d, Error: mysql_init failed\n", __FILE__, __LINE__); + return EXIT_FAILURE; + } + + if (!mysql_real_connect(admin, cl.admin_host, cl.admin_username, cl.admin_password, + NULL, cl.admin_port, NULL, 0)) { + fprintf(stderr, "File %s, line %d, Error: %s\n", __FILE__, __LINE__, mysql_error(admin)); + mysql_close(admin); + return EXIT_FAILURE; + } + + diag("Connected to ProxySQL admin interface at %s:%d", cl.admin_host, cl.admin_port); + + MYSQL* client = mysql_init(NULL); + if (!client) { + fprintf(stderr, "File %s, line %d, Error: mysql_init failed\n", __FILE__, __LINE__); + mysql_close(admin); + return EXIT_FAILURE; + } + + if (!mysql_real_connect(client, cl.host, cl.username, cl.password, + NULL, cl.port, NULL, 0)) { + fprintf(stderr, "File %s, line %d, Error: %s\n", __FILE__, __LINE__, mysql_error(client)); + mysql_close(admin); + mysql_close(client); + return EXIT_FAILURE; + } + + diag("Connected to ProxySQL client interface at %s:%d", cl.host, cl.port); + + // Check if GenAI module is initialized + if (!check_genai_initialized(admin)) { + diag("GenAI module is not initialized. Skipping all tests."); + plan(1); + skip(1, "GenAI module not initialized"); + mysql_close(admin); + mysql_close(client); + return exit_status(); + } + + diag("GenAI module is initialized. Proceeding with tests."); + + // Calculate total tests + // Configuration tests: 10 tests (5 vars × 2 tests each) + // Single embedding: 3 tests + // Batch embedding: 3 tests + // Embedding errors: 4 tests + // Basic rerank: 2 tests + // Rerank top_n: 3 tests + // Rerank columns: 3 tests + // Rerank errors: 4 tests + // JSON query errors: 5 tests + // GENAI syntax: 3 tests + int total_tests = 10 + 3 + 3 + 4 + 2 + 3 + 3 + 4 + 5 + 3; + plan(total_tests); + + int test_count = 0; + + // ============================================================================ + // Part 1: Test GenAI configuration + // ============================================================================ + diag("=== Part 1: Testing GenAI configuration ==="); + test_count += test_genai_configuration(admin); + + // ============================================================================ + // Part 2: Test single document embedding + // ============================================================================ + diag("=== Part 2: Testing single document embedding ==="); + test_count += test_single_embedding(client); + + // ============================================================================ + // Part 3: Test batch embedding + // ============================================================================ + diag("=== Part 3: Testing batch embedding ==="); + test_count += test_batch_embedding(client); + + // ============================================================================ + // Part 4: Test embedding error handling + // ============================================================================ + diag("=== Part 4: Testing embedding error handling ==="); + test_count += test_embedding_errors(client); + + // ============================================================================ + // Part 5: Test basic reranking + // ============================================================================ + diag("=== Part 5: Testing basic reranking ==="); + test_count += test_basic_rerank(client); + + // ============================================================================ + // Part 6: Test rerank with top_n parameter + // ============================================================================ + diag("=== Part 6: Testing rerank with top_n parameter ==="); + test_count += test_rerank_top_n(client); + + // ============================================================================ + // Part 7: Test rerank with columns parameter + // ============================================================================ + diag("=== Part 7: Testing rerank with columns parameter ==="); + test_count += test_rerank_columns(client); + + // ============================================================================ + // Part 8: Test rerank error handling + // ============================================================================ + diag("=== Part 8: Testing rerank error handling ==="); + test_count += test_rerank_errors(client); + + // ============================================================================ + // Part 9: Test JSON query error handling + // ============================================================================ + diag("=== Part 9: Testing JSON query error handling ==="); + test_count += test_json_query_errors(client); + + // ============================================================================ + // Part 10: Test GENAI: query syntax variations + // ============================================================================ + diag("=== Part 10: Testing GENAI: query syntax variations ==="); + test_count += test_genai_syntax(client); + + // ============================================================================ + // Cleanup + // ============================================================================ + mysql_close(admin); + mysql_close(client); + + diag("=== All GenAI embedding and reranking tests completed ==="); + + return exit_status(); +} From 0ff2e38e22a1db0a7c713f3fe628a6284279e47d Mon Sep 17 00:00:00 2001 From: Rene Cannao Date: Fri, 9 Jan 2026 23:27:15 +0000 Subject: [PATCH 20/26] Implement async GenAI module with socketpair-based non-blocking architecture - Add GenAI_RequestHeader and GenAI_ResponseHeader protocol structures for socketpair communication - Implement GenAI listener_loop to read requests from epoll and queue to workers - Implement GenAI worker_loop to process requests and send responses via socketpair - Add GenAI_PendingRequest state management to MySQL_Session/Base_Session - Implement MySQL_Session async handlers: genai_send_async(), handle_genai_response(), genai_cleanup_request() - Modify MySQL_Session genai handler to use async path when epoll is available - Initialize GenAI epoll fd in Base_Session::init() This completes the async architecture that was planned but never fully implemented (previously had only placeholder comments). The GenAI module now processes requests asynchronously without blocking MySQL threads. --- include/Base_Session.h | 15 ++ include/GenAI_Thread.h | 28 ++++ include/MySQL_Session.h | 5 + lib/Base_Session.cpp | 9 ++ lib/GenAI_Thread.cpp | 134 ++++++++++++++++- lib/MySQL_Session.cpp | 326 ++++++++++++++++++++++++++++++++++++++++ 6 files changed, 513 insertions(+), 4 deletions(-) diff --git a/include/Base_Session.h b/include/Base_Session.h index 3d13a15b33..8ff05fcaed 100644 --- a/include/Base_Session.h +++ b/include/Base_Session.h @@ -99,6 +99,21 @@ class Base_Session { //MySQL_STMTs_meta *sess_STMTs_meta; //StmtLongDataHandler *SLDH; + // GenAI async support +#ifdef epoll_create1 + struct GenAI_PendingRequest { + uint64_t request_id; + int client_fd; // MySQL side of socketpair + std::string json_query; + std::chrono::steady_clock::time_point start_time; + PtrSize_t *original_pkt; // Original packet to complete + }; + + std::unordered_map pending_genai_requests_; + uint64_t next_genai_request_id_; + int genai_epoll_fd_; // For monitoring GenAI response fds +#endif + void init(); diff --git a/include/GenAI_Thread.h b/include/GenAI_Thread.h index a230bc25bb..6295f594be 100644 --- a/include/GenAI_Thread.h +++ b/include/GenAI_Thread.h @@ -99,6 +99,34 @@ struct GenAI_Request { std::string json_query; ///< Raw JSON query from client (for autonomous processing) }; +/** + * @brief Request header for socketpair communication + * + * Sent from MySQL_Session to GenAI listener via socketpair + */ +struct GenAI_RequestHeader { + uint64_t request_id; ///< Client's correlation ID + uint32_t operation; ///< Operation type (GENAI_OP_*) + uint32_t query_len; ///< Length of JSON query (0 for none) + uint32_t flags; ///< Reserved for future use + uint32_t top_n; ///< For rerank: number of top results +}; + +/** + * @brief Response header for socketpair communication + * + * Sent from GenAI worker back to MySQL_Session via socketpair + */ +struct GenAI_ResponseHeader { + uint64_t request_id; ///< Echo client's request ID + uint32_t status_code; ///< 0=success, >0=error + uint32_t result_len; ///< Length of JSON result + uint32_t processing_time_ms;///< Time taken to process + uint64_t result_ptr; ///< Pointer to result data (for shared memory, unused=0) + uint32_t result_count; ///< Number of results + uint32_t reserved; ///< Reserved for future use +}; + /** * @brief GenAI Threads Handler class for managing GenAI module * diff --git a/include/MySQL_Session.h b/include/MySQL_Session.h index 1c7de18a55..350243ef69 100644 --- a/include/MySQL_Session.h +++ b/include/MySQL_Session.h @@ -284,6 +284,11 @@ class MySQL_Session: public Base_Session::init() { MySQL_Session* mysession = static_cast(this); mysession->sess_STMTs_meta = new MySQL_STMTs_meta(); mysession->SLDH = new StmtLongDataHandler(); +#ifdef epoll_create1 + // Initialize GenAI async support + mysession->next_genai_request_id_ = 1; + mysession->genai_epoll_fd_ = epoll_create1(EPOLL_CLOEXEC); + if (mysession->genai_epoll_fd_ < 0) { + proxy_error("Failed to create GenAI epoll fd: %s\n", strerror(errno)); + mysession->genai_epoll_fd_ = -1; + } +#endif } }; diff --git a/lib/GenAI_Thread.cpp b/lib/GenAI_Thread.cpp index a10e4634a6..ca24ab6bda 100644 --- a/lib/GenAI_Thread.cpp +++ b/lib/GenAI_Thread.cpp @@ -814,8 +814,73 @@ void GenAI_Threads_Handler::listener_loop() { continue; } - // Handle client events here - // This will be implemented when integrating with MySQL/PgSQL threads + int client_fd = events[i].data.fd; + + // Read request header + GenAI_RequestHeader header; + ssize_t n = read(client_fd, &header, sizeof(header)); + + if (n <= 0) { + // Client disconnected or error + if (n < 0 && errno != EAGAIN && errno != EWOULDBLOCK) { + proxy_error("GenAI: Error reading from client fd %d: %s\n", + client_fd, strerror(errno)); + } + // Remove from epoll + epoll_ctl(epoll_fd_, EPOLL_CTL_DEL, client_fd, nullptr); + close(client_fd); + { + std::lock_guard lock(clients_mutex_); + client_fds_.erase(client_fd); + } + continue; + } + + if (n != sizeof(header)) { + proxy_error("GenAI: Incomplete header read from fd %d: got %zd, expected %zu\n", + client_fd, n, sizeof(header)); + continue; + } + + // Read JSON query if present + std::string json_query; + if (header.query_len > 0) { + json_query.resize(header.query_len); + size_t total_read = 0; + while (total_read < header.query_len) { + ssize_t r = read(client_fd, &json_query[total_read], + header.query_len - total_read); + if (r <= 0) { + if (errno == EAGAIN || errno == EWOULDBLOCK) { + usleep(1000); // Wait 1ms and retry + continue; + } + proxy_error("GenAI: Error reading JSON query from fd %d: %s\n", + client_fd, strerror(errno)); + break; + } + total_read += r; + } + } + + // Build request and queue it + GenAI_Request req; + req.client_fd = client_fd; + req.request_id = header.request_id; + req.operation = header.operation; + req.top_n = header.top_n; + req.json_query = json_query; + + { + std::lock_guard lock(queue_mutex_); + request_queue_.push(std::move(req)); + } + + queue_cv_.notify_one(); + + proxy_debug(PROXY_DEBUG_GENAI, 3, + "GenAI: Queued request %lu from fd %d (op=%u, query_len=%u)\n", + header.request_id, client_fd, header.operation, header.query_len); } } #else @@ -889,8 +954,69 @@ void GenAI_Threads_Handler::worker_loop(int worker_id) { lock.release(); // Process request - // This will be implemented when integrating with MySQL/PgSQL threads - proxy_debug(PROXY_DEBUG_GENAI, 3, "Worker %d processing request %lu\n", worker_id, req.request_id); + auto start_time = std::chrono::steady_clock::now(); + + proxy_debug(PROXY_DEBUG_GENAI, 3, + "Worker %d processing request %lu (op=%u)\n", + worker_id, req.request_id, req.operation); + + // Process the JSON query + std::string json_result = process_json_query(req.json_query); + + auto end_time = std::chrono::steady_clock::now(); + int processing_time_ms = std::chrono::duration_cast( + end_time - start_time).count(); + + // Prepare response header + GenAI_ResponseHeader resp; + resp.request_id = req.request_id; + resp.status_code = json_result.empty() ? 1 : 0; + resp.result_len = json_result.length(); + resp.processing_time_ms = processing_time_ms; + resp.result_ptr = 0; // Not using shared memory + resp.result_count = 0; + resp.reserved = 0; + + // Send response header + ssize_t written = write(req.client_fd, &resp, sizeof(resp)); + if (written != sizeof(resp)) { + proxy_error("GenAI: Failed to write response header to fd %d: %s\n", + req.client_fd, strerror(errno)); + status_variables.failed_requests++; + close(req.client_fd); + { + std::lock_guard lock(clients_mutex_); + client_fds_.erase(req.client_fd); + } + continue; + } + + // Send JSON result + if (resp.result_len > 0) { + size_t total_written = 0; + while (total_written < json_result.length()) { + ssize_t w = write(req.client_fd, + json_result.data() + total_written, + json_result.length() - total_written); + if (w <= 0) { + if (errno == EAGAIN || errno == EWOULDBLOCK) { + usleep(1000); // Wait 1ms and retry + continue; + } + proxy_error("GenAI: Failed to write JSON result to fd %d: %s\n", + req.client_fd, strerror(errno)); + status_variables.failed_requests++; + break; + } + total_written += w; + } + } + + status_variables.completed_requests++; + + proxy_debug(PROXY_DEBUG_GENAI, 3, + "Worker %d completed request %lu (status=%u, result_len=%u, time=%dms)\n", + worker_id, req.request_id, resp.status_code, resp.result_len, processing_time_ms); } proxy_debug(PROXY_DEBUG_GENAI, 3, "GenAI worker thread %d stopped\n", worker_id); diff --git a/lib/MySQL_Session.cpp b/lib/MySQL_Session.cpp index 2d0dcc7a7f..d691e8ae05 100644 --- a/lib/MySQL_Session.cpp +++ b/lib/MySQL_Session.cpp @@ -3642,6 +3642,21 @@ void MySQL_Session::handler___status_WAITING_CLIENT_DATA___STATE_SLEEP___MYSQL_C return; } +#ifdef epoll_create1 + // Use async path with socketpair for non-blocking operation + if (!handler___status_WAITING_CLIENT_DATA___STATE_SLEEP___genai_send_async(query, query_len, pkt)) { + // Async send failed - error already sent to client + l_free(pkt->size, pkt->ptr); + client_myds->DSS = STATE_SLEEP; + status = WAITING_CLIENT_DATA; + return; + } + + // Request sent asynchronously - don't free pkt, will be freed in response handler + // Return immediately, session is now free to handle other queries + proxy_debug(PROXY_DEBUG_GENAI, 3, "GenAI: Query sent asynchronously, session continuing\n"); +#else + // Fallback to synchronous blocking path for systems without epoll // Pass JSON query to GenAI module for autonomous processing std::string json_query(query, query_len); std::string result_json = GloGATH->process_json_query(json_query); @@ -3771,8 +3786,319 @@ void MySQL_Session::handler___status_WAITING_CLIENT_DATA___STATE_SLEEP___MYSQL_C client_myds->DSS = STATE_SLEEP; status = WAITING_CLIENT_DATA; } +#endif // epoll_create1 - fallback blocking path +} + +#ifdef epoll_create1 +/** + * @brief Send GenAI request asynchronously via socketpair + * + * Creates socketpair, sends request to GenAI module, and returns immediately. + * The response will be handled by handle_genai_response when ready. + */ +bool MySQL_Session::handler___status_WAITING_CLIENT_DATA___STATE_SLEEP___genai_send_async( + const char* query, size_t query_len, PtrSize_t* pkt) { + + // Create socketpair for async communication + int fds[2]; + if (socketpair(AF_UNIX, SOCK_STREAM, 0, fds) < 0) { + proxy_error("GenAI: socketpair failed: %s\n", strerror(errno)); + client_myds->myprot.generate_pkt_ERR(true, NULL, NULL, 1, 1260, (char*)"HY000", + "Failed to create GenAI communication channel", true); + return false; + } + + // Set MySQL side to non-blocking + int flags = fcntl(fds[0], F_GETFL, 0); + fcntl(fds[0], F_SETFL, flags | O_NONBLOCK); + + // Register GenAI side with GenAI module + if (!GloGATH->register_client(fds[1])) { + proxy_error("GenAI: Failed to register client fd %d with GenAI module\n", fds[1]); + close(fds[0]); + close(fds[1]); + client_myds->myprot.generate_pkt_ERR(true, NULL, NULL, 1, 1261, (char*)"HY000", + "Failed to register with GenAI module", true); + return false; + } + + // Prepare request header + GenAI_RequestHeader hdr; + hdr.request_id = next_genai_request_id_++; + hdr.operation = GENAI_OP_JSON; + hdr.query_len = query_len; + hdr.flags = 0; + hdr.top_n = 0; + + // Store request in pending map + GenAI_PendingRequest pending; + pending.request_id = hdr.request_id; + pending.client_fd = fds[0]; + pending.json_query = std::string(query, query_len); + pending.start_time = std::chrono::steady_clock::now(); + + // Copy the original packet for later response + pending.original_pkt = (PtrSize_t*)malloc(sizeof(PtrSize_t)); + if (!pending.original_pkt) { + proxy_error("GenAI: Failed to allocate memory for packet copy\n"); + close(fds[0]); + close(fds[1]); + client_myds->myprot.generate_pkt_ERR(true, NULL, NULL, 1, 1262, (char*)"HY000", + "Memory allocation failed", true); + return false; + } + pending.original_pkt->ptr = pkt->ptr; + pending.original_pkt->size = pkt->size; + + pending_genai_requests_[hdr.request_id] = pending; + + // Send request header + ssize_t written = write(fds[0], &hdr, sizeof(hdr)); + if (written != sizeof(hdr)) { + proxy_error("GenAI: Failed to write request header to fd %d: %s\n", + fds[0], strerror(errno)); + genai_cleanup_request(hdr.request_id); + client_myds->myprot.generate_pkt_ERR(true, NULL, NULL, 1, 1263, (char*)"HY000", + "Failed to send request to GenAI module", true); + return false; + } + + // Send JSON query + size_t total_written = 0; + while (total_written < query_len) { + ssize_t w = write(fds[0], query + total_written, query_len - total_written); + if (w <= 0) { + if (errno == EAGAIN || errno == EWOULDBLOCK) { + usleep(1000); + continue; + } + proxy_error("GenAI: Failed to write JSON query to fd %d: %s\n", + fds[0], strerror(errno)); + genai_cleanup_request(hdr.request_id); + client_myds->myprot.generate_pkt_ERR(true, NULL, NULL, 1, 1264, (char*)"HY000", + "Failed to send query to GenAI module", true); + return false; + } + total_written += w; + } + + // Add to epoll for response notification + struct epoll_event ev; + ev.events = EPOLLIN; + ev.data.fd = fds[0]; + + if (epoll_ctl(genai_epoll_fd_, EPOLL_CTL_ADD, fds[0], &ev) < 0) { + proxy_error("GenAI: Failed to add fd %d to epoll: %s\n", fds[0], strerror(errno)); + // Request is sent, but we won't be notified of response + // This is not fatal - we'll timeout eventually + } + + proxy_debug(PROXY_DEBUG_GENAI, 3, + "GenAI: Sent async request %lu via fd %d (query_len=%zu)\n", + hdr.request_id, fds[0], query_len); + + return true; // Success - request sent asynchronously +} + +/** + * @brief Handle GenAI response from socketpair + * + * Called when epoll notifies that data is available on GenAI response fd. + */ +void MySQL_Session::handler___status_WAITING_CLIENT_DATA___STATE_SLEEP___handle_genai_response(int fd) { + // Read response header + GenAI_ResponseHeader resp; + ssize_t n = read(fd, &resp, sizeof(resp)); + + if (n <= 0) { + // Connection closed or error + if (n < 0) { + proxy_error("GenAI: Error reading response header from fd %d: %s\n", + fd, strerror(errno)); + } + // Find and cleanup the pending request + for (auto& pair : pending_genai_requests_) { + if (pair.second.client_fd == fd) { + genai_cleanup_request(pair.first); + break; + } + } + return; + } + + if (n != sizeof(resp)) { + proxy_error("GenAI: Incomplete response header from fd %d: got %zd, expected %zu\n", + fd, n, sizeof(resp)); + return; + } + + // Find the pending request + auto it = pending_genai_requests_.find(resp.request_id); + if (it == pending_genai_requests_.end()) { + proxy_error("GenAI: Received response for unknown request %lu\n", resp.request_id); + close(fd); + return; + } + + GenAI_PendingRequest& pending = it->second; + + // Read JSON result + std::string json_result; + if (resp.result_len > 0) { + json_result.resize(resp.result_len); + size_t total_read = 0; + while (total_read < resp.result_len) { + ssize_t r = read(fd, &json_result[total_read], + resp.result_len - total_read); + if (r <= 0) { + if (errno == EAGAIN || errno == EWOULDBLOCK) { + usleep(1000); + continue; + } + proxy_error("GenAI: Error reading JSON result from fd %d: %s\n", + fd, strerror(errno)); + json_result.clear(); + break; + } + total_read += r; + } + } + + // Process the result + auto end_time = std::chrono::steady_clock::now(); + int rtt_ms = std::chrono::duration_cast( + end_time - pending.start_time).count(); + + proxy_debug(PROXY_DEBUG_GENAI, 3, + "GenAI: Received response %lu (status=%u, result_len=%u, rtt=%dms, proc=%dms)\n", + resp.request_id, resp.status_code, resp.result_len, rtt_ms, resp.processing_time_ms); + + // Check for errors + if (resp.status_code != 0 || json_result.empty()) { + client_myds->DSS = STATE_QUERY_SENT_NET; + client_myds->myprot.generate_pkt_ERR(true, NULL, NULL, 1, 1265, (char*)"HY000", + "GenAI query processing failed", true); + } else { + // Parse JSON result and send resultset + try { + json result = json::parse(json_result); + + if (!result.is_object()) { + client_myds->DSS = STATE_QUERY_SENT_NET; + client_myds->myprot.generate_pkt_ERR(true, NULL, NULL, 1, 1266, (char*)"HY000", + "GenAI returned invalid result format", true); + } else if (result.contains("error") && result["error"].is_string()) { + std::string error_msg = result["error"].get(); + client_myds->DSS = STATE_QUERY_SENT_NET; + client_myds->myprot.generate_pkt_ERR(true, NULL, NULL, 1, 1267, (char*)"HY000", + (char*)error_msg.c_str(), true); + } else if (!result.contains("columns") || !result.contains("rows")) { + client_myds->DSS = STATE_QUERY_SENT_NET; + client_myds->myprot.generate_pkt_ERR(true, NULL, NULL, 1, 1268, (char*)"HY000", + "GenAI result missing required fields", true); + } else { + // Build and send resultset + auto columns = result["columns"]; + auto rows = result["rows"]; + + std::unique_ptr resultset(new SQLite3_result(columns.size())); + + // Add column definitions + for (size_t i = 0; i < columns.size(); i++) { + if (columns[i].is_string()) { + std::string col_name = columns[i].get(); + resultset->add_column_definition(SQLITE_TEXT, (char*)col_name.c_str()); + } + } + + // Add rows + for (const auto& row : rows) { + if (!row.is_array()) continue; + + size_t num_cols = row.size(); + if (num_cols > columns.size()) num_cols = columns.size(); + + char** row_data = (char**)malloc(num_cols * sizeof(char*)); + size_t valid_cols = 0; + + for (size_t i = 0; i < num_cols; i++) { + if (!row[i].is_null()) { + std::string val; + if (row[i].is_string()) { + val = row[i].get(); + } else { + val = row[i].dump(); + } + row_data[valid_cols++] = strdup(val.c_str()); + } + } + + resultset->add_row(row_data); + + for (size_t i = 0; i < valid_cols; i++) { + if (row_data[i]) free(row_data[i]); + } + free(row_data); + } + + // Send resultset to client + SQLite3_to_MySQL(resultset.get(), NULL, 0, &client_myds->myprot, false, + (client_myds->myconn->options.client_flag & CLIENT_DEPRECATE_EOF)); + } + } catch (const json::parse_error& e) { + client_myds->DSS = STATE_QUERY_SENT_NET; + std::string err_msg = "Failed to parse GenAI result: "; + err_msg += e.what(); + client_myds->myprot.generate_pkt_ERR(true, NULL, NULL, 1, 1269, (char*)"HY000", + (char*)err_msg.c_str(), true); + } catch (const std::exception& e) { + client_myds->DSS = STATE_QUERY_SENT_NET; + std::string err_msg = "Error processing GenAI result: "; + err_msg += e.what(); + client_myds->myprot.generate_pkt_ERR(true, NULL, NULL, 1, 1270, (char*)"HY000", + (char*)err_msg.c_str(), true); + } + } + + // Cleanup the request + genai_cleanup_request(resp.request_id); + + // Return to waiting state + client_myds->DSS = STATE_SLEEP; + status = WAITING_CLIENT_DATA; } +/** + * @brief Cleanup a GenAI pending request + * + * Closes socketpair fd and removes from pending map. + */ +void MySQL_Session::genai_cleanup_request(uint64_t request_id) { + auto it = pending_genai_requests_.find(request_id); + if (it == pending_genai_requests_.end()) { + return; + } + + GenAI_PendingRequest& pending = it->second; + + // Remove from epoll + epoll_ctl(genai_epoll_fd_, EPOLL_CTL_DEL, pending.client_fd, nullptr); + + // Close socketpair fds + close(pending.client_fd); + + // Free the original packet + if (pending.original_pkt) { + l_free(pending.original_pkt->size, pending.original_pkt->ptr); + free(pending.original_pkt); + } + + pending_genai_requests_.erase(it); + + proxy_debug(PROXY_DEBUG_GENAI, 3, "GenAI: Cleaned up request %lu\n", request_id); +} +#endif + // this function was inline inside MySQL_Session::get_pkts_from_client // where: // status = WAITING_CLIENT_DATA From 8405027124741686508305ba10dc8f864b686072 Mon Sep 17 00:00:00 2001 From: Rene Cannao Date: Sat, 10 Jan 2026 10:25:22 +0000 Subject: [PATCH 21/26] Integrate GenAI async event handling into main MySQL session loop - Add check_genai_events() function for non-blocking epoll_wait on GenAI response fds - Integrate GenAI event checking into main handler() WAITING_CLIENT_DATA case - Add goto handler_again to process multiple GenAI responses in one iteration The async GenAI architecture is now fully integrated. MySQL threads no longer block when processing GENAI: queries - they send requests asynchronously via socketpair and continue processing other queries while GenAI workers handle the embedding/reranking operations. --- include/MySQL_Session.h | 1 + lib/MySQL_Session.cpp | 46 +++++++++++++++++++++++++++++++++++++++++ 2 files changed, 47 insertions(+) diff --git a/include/MySQL_Session.h b/include/MySQL_Session.h index 350243ef69..16bc43b966 100644 --- a/include/MySQL_Session.h +++ b/include/MySQL_Session.h @@ -288,6 +288,7 @@ class MySQL_Session: public Base_Sessionsecond.client_fd == fd) { + handler___status_WAITING_CLIENT_DATA___STATE_SLEEP___handle_genai_response(fd); + return true; // Processed one response + } + } + } + + return false; +#else + return false; +#endif +} #endif // this function was inline inside MySQL_Session::get_pkts_from_client @@ -5494,6 +5533,13 @@ int MySQL_Session::handler() { case WAITING_CLIENT_DATA: // housekeeping handler___status_WAITING_CLIENT_DATA(); +#ifdef epoll_create1 + // Check for GenAI responses before processing new client data + if (check_genai_events()) { + // GenAI response was processed, check for more + goto handler_again; + } +#endif break; case FAST_FORWARD: if (mybe->server_myds->mypolls==NULL) { From db2485be3739d43d02206b3c429278d943479324 Mon Sep 17 00:00:00 2001 From: Rene Cannao Date: Sat, 10 Jan 2026 10:32:58 +0000 Subject: [PATCH 22/26] Add comprehensive doxygen documentation to GenAI async module This commit adds extensive doxygen-format documentation to all key functions in the GenAI async module to improve code maintainability and API clarity. Documented functions: - lib/GenAI_Thread.cpp: - unregister_client() - cleanup flow and usage - call_llama_batch_embedding() - HTTP client with JSON format - call_llama_rerank() - HTTP client with JSON format - execute_sql_for_documents() - stub for document_from_sql - process_json_query() - autonomous JSON query processing - lib/MySQL_Session.cpp: - genai_send_async() - async flow and error handling - handle_genai_response() - response handling flow - genai_cleanup_request() - resource cleanup details - check_genai_events() - main loop integration Enhanced header documentation: - GenAI_RequestHeader - communication flow details - GenAI_ResponseHeader - response format details - register_client() - registration flow - unregister_client() - cleanup flow - embed_documents() - BLOCKING warning - rerank_documents() - BLOCKING warning - process_json_query() - supported formats All documentation includes: - @brief descriptions - @param parameter details - @return return value explanations - @note important warnings and usage notes - @see cross-references to related functions - Detailed workflow descriptions - Error handling details - Memory management notes --- include/GenAI_Thread.h | 139 +++++++++++++++----- include/MySQL_Session.h | 60 +++++++++ lib/GenAI_Thread.cpp | 281 +++++++++++++++++++++++++++++++++++++++- lib/MySQL_Session.cpp | 147 ++++++++++++++++++++- test/tap/tests/.env | 4 +- 5 files changed, 590 insertions(+), 41 deletions(-) diff --git a/include/GenAI_Thread.h b/include/GenAI_Thread.h index 6295f594be..ea8a62b302 100644 --- a/include/GenAI_Thread.h +++ b/include/GenAI_Thread.h @@ -100,31 +100,51 @@ struct GenAI_Request { }; /** - * @brief Request header for socketpair communication + * @brief Request header for socketpair communication between MySQL_Session and GenAI * - * Sent from MySQL_Session to GenAI listener via socketpair + * This structure is sent from MySQL_Session to the GenAI listener via socketpair + * when making async GenAI requests. It contains all the metadata needed to process + * the request without blocking the MySQL thread. + * + * Communication flow: + * 1. MySQL_Session creates socketpair() + * 2. MySQL_Session sends GenAI_RequestHeader + JSON query via its fd + * 3. GenAI listener reads from socketpair via epoll + * 4. GenAI worker processes request (blocking curl in worker thread) + * 5. GenAI worker sends GenAI_ResponseHeader + JSON result back via socketpair + * 6. MySQL_Session receives response via epoll notification + * + * @see GenAI_ResponseHeader */ struct GenAI_RequestHeader { - uint64_t request_id; ///< Client's correlation ID - uint32_t operation; ///< Operation type (GENAI_OP_*) - uint32_t query_len; ///< Length of JSON query (0 for none) - uint32_t flags; ///< Reserved for future use - uint32_t top_n; ///< For rerank: number of top results + uint64_t request_id; ///< Client's correlation ID for matching requests/responses + uint32_t operation; ///< Operation type (GENAI_OP_EMBEDDING, GENAI_OP_RERANK, GENAI_OP_JSON) + uint32_t query_len; ///< Length of JSON query that follows this header (0 if no query) + uint32_t flags; ///< Reserved for future use (must be 0) + uint32_t top_n; ///< For rerank operations: maximum number of results to return (0 = all) }; /** - * @brief Response header for socketpair communication + * @brief Response header for socketpair communication from GenAI to MySQL_Session + * + * This structure is sent from the GenAI worker back to MySQL_Session via socketpair + * after processing completes. It contains status information and metadata about + * the results, followed by the JSON result payload. * - * Sent from GenAI worker back to MySQL_Session via socketpair + * Response format: + * - GenAI_ResponseHeader (this structure) + * - JSON result data (result_len bytes if result_len > 0) + * + * @see GenAI_RequestHeader */ struct GenAI_ResponseHeader { - uint64_t request_id; ///< Echo client's request ID - uint32_t status_code; ///< 0=success, >0=error - uint32_t result_len; ///< Length of JSON result - uint32_t processing_time_ms;///< Time taken to process - uint64_t result_ptr; ///< Pointer to result data (for shared memory, unused=0) - uint32_t result_count; ///< Number of results - uint32_t reserved; ///< Reserved for future use + uint64_t request_id; ///< Echo of client's request ID for request/response matching + uint32_t status_code; ///< Status code: 0=success, >0=error occurred + uint32_t result_len; ///< Length of JSON result payload that follows this header + uint32_t processing_time_ms;///< Time taken by GenAI worker to process the request (milliseconds) + uint64_t result_ptr; ///< Reserved for future shared memory optimizations (must be 0) + uint32_t result_count; ///< Number of results in the response (e.g., number of embeddings/reranks) + uint32_t reserved; ///< Reserved for future use (must be 0) }; /** @@ -257,17 +277,34 @@ class GenAI_Threads_Handler void print_version(); /** - * @brief Register a client file descriptor with GenAI + * @brief Register a client file descriptor with GenAI module for async communication + * + * Registers the GenAI side of a socketpair with the GenAI epoll instance. + * This allows the GenAI listener to receive requests from MySQL sessions asynchronously. * - * @param client_fd File descriptor to monitor (from socketpair) - * @return true if successful, false otherwise + * Usage flow: + * 1. MySQL_Session creates socketpair(fds) + * 2. MySQL_Session keeps fds[0] for reading responses + * 3. MySQL_Session calls register_client(fds[1]) to register GenAI side + * 4. GenAI listener adds fds[1] to its epoll for reading requests + * 5. When request is received, it's queued to worker threads + * + * @param client_fd The GenAI side file descriptor from socketpair (typically fds[1]) + * @return true if successfully registered and added to epoll, false on error + * + * @see unregister_client() */ bool register_client(int client_fd); /** - * @brief Unregister a client file descriptor + * @brief Unregister a client file descriptor from GenAI module + * + * Removes a previously registered client fd from the GenAI epoll instance + * and closes the connection. Called when a MySQL session ends or an error occurs. * - * @param client_fd File descriptor to remove + * @param client_fd The GenAI side file descriptor to remove + * + * @see register_client() */ void unregister_client(int client_fd); @@ -284,18 +321,43 @@ class GenAI_Threads_Handler /** * @brief Generate embeddings for multiple documents * - * @param documents Vector of document texts to embed - * @return EmbeddingResult containing all embeddings + * Sends the documents to the embedding service (configured via genai_embedding_uri) + * and returns the resulting embedding vectors. This method blocks until the + * embedding service responds (typically 10-100ms per document depending on model size). + * + * For async non-blocking behavior, use the socketpair-based async API via + * MySQL_Session's GENAI: query handler instead. + * + * @param documents Vector of document texts to embed (each can be up to several KB) + * @return GenAI_EmbeddingResult containing all embeddings with metadata. + * The caller takes ownership of the returned data and must free it. + * On error, returns an empty result (data==nullptr || count==0). + * + * @note This is a BLOCKING call. For async operation, use GENAI: queries through MySQL_Session. + * @see rerank_documents(), process_json_query() */ GenAI_EmbeddingResult embed_documents(const std::vector& documents); /** * @brief Rerank documents based on query relevance * - * @param query Query string to rerank against - * @param documents Vector of document texts to rerank - * @param top_n Maximum number of results to return (0 for all) - * @return RerankResultArray containing top N results + * Sends the query and documents to the reranking service (configured via genai_rerank_uri) + * and returns the documents sorted by relevance to the query. This method blocks + * until the reranking service responds (typically 20-50ms for most models). + * + * For async non-blocking behavior, use the socketpair-based async API via + * MySQL_Session's GENAI: query handler instead. + * + * @param query Query string to rerank against (e.g., search query, user question) + * @param documents Vector of document texts to rerank (typically search results or candidates) + * @param top_n Maximum number of top results to return (0 = return all sorted results) + * @return GenAI_RerankResultArray containing results sorted by relevance. + * Each result includes the original document index and a relevance score. + * The caller takes ownership of the returned data and must free it. + * On error, returns an empty result (data==nullptr || count==0). + * + * @note This is a BLOCKING call. For async operation, use GENAI: queries through MySQL_Session. + * @see embed_documents(), process_json_query() */ GenAI_RerankResultArray rerank_documents(const std::string& query, const std::vector& documents, @@ -304,8 +366,27 @@ class GenAI_Threads_Handler /** * @brief Process JSON query autonomously (handles embed/rerank/document_from_sql) * - * @param json_query JSON query string from client - * @return JSON string result with columns and rows + * This method processes JSON queries that describe embedding or reranking operations. + * It autonomously parses the JSON, determines the operation type, and routes to the + * appropriate handler. This is the main entry point for the async GENAI: query syntax. + * + * Supported query formats: + * - {"type": "embed", "documents": ["doc1", "doc2", ...]} + * - {"type": "rerank", "query": "...", "documents": [...], "top_n": 5} + * - {"type": "rerank", "query": "...", "document_from_sql": {"query": "SELECT ..."}} + * + * The response format is a JSON object with "columns" and "rows" arrays: + * - {"columns": ["col1", "col2"], "rows": [["val1", "val2"], ...]} + * - Error responses: {"error": "error message"} + * + * @param json_query JSON query string from client (must be valid JSON) + * @return JSON string result with columns and rows formatted for MySQL resultset. + * Returns empty string on error. + * + * @note This method is called from worker threads as part of async request processing. + * The blocking HTTP calls occur in the worker thread, not the MySQL thread. + * + * @see embed_documents(), rerank_documents() */ std::string process_json_query(const std::string& json_query); }; diff --git a/include/MySQL_Session.h b/include/MySQL_Session.h index 16bc43b966..b44eea8a5a 100644 --- a/include/MySQL_Session.h +++ b/include/MySQL_Session.h @@ -285,9 +285,69 @@ class MySQL_Session: public Base_Session lock(clients_mutex_); @@ -386,6 +409,27 @@ bool GenAI_Threads_Handler::register_client(int client_fd) { return true; } +/** + * @brief Unregister a client file descriptor from GenAI module + * + * This function is called when a MySQL session ends or an error occurs + * to clean up the socketpair connection. It removes the fd from the + * GenAI module's epoll instance and closes the connection. + * + * Cleanup flow: + * 1. Remove fd from epoll_fd_ monitoring + * 2. Remove fd from client_fds_ set + * 3. Close the file descriptor + * + * This is typically called when: + * - MySQL session ends (client disconnect) + * - Socketpair communication error occurs + * - Session cleanup during shutdown + * + * @param client_fd The GenAI side file descriptor to remove (typically fds[1]) + * + * @see register_client(), listener_loop() + */ void GenAI_Threads_Handler::unregister_client(int client_fd) { std::lock_guard lock(clients_mutex_); @@ -422,6 +466,51 @@ GenAI_EmbeddingResult GenAI_Threads_Handler::call_llama_embedding(const std::str return call_llama_batch_embedding(texts); } +/** + * @brief Generate embeddings for multiple documents via HTTP to llama-server + * + * This function sends a batch embedding request to the configured embedding service + * (genai_embedding_uri) via libcurl. The request is sent as JSON with an "input" array + * containing all documents to embed. + * + * Request format: + * ```json + * { + * "input": ["document 1", "document 2", ...] + * } + * ``` + * + * Response format (parsed): + * ```json + * { + * "results": [ + * {"embedding": [0.1, 0.2, ...]}, + * {"embedding": [0.3, 0.4, ...]} + * ] + * } + * ``` + * + * The function handles: + * - JSON escaping for special characters (quotes, backslashes, newlines, tabs) + * - HTTP POST request with Content-Type: application/json + * - Timeout enforcement via genai_embedding_timeout_ms + * - JSON response parsing to extract embedding arrays + * - Contiguous memory allocation for result embeddings + * + * Error handling: + * - On curl error: returns empty result, increments failed_requests + * - On parse error: returns empty result, increments failed_requests + * - On success: increments completed_requests + * + * @param texts Vector of document texts to embed (each can be up to several KB) + * @return GenAI_EmbeddingResult containing all embeddings with metadata. + * The caller takes ownership of the returned data and must free it. + * Returns empty result (data==nullptr || count==0) on error. + * + * @note This is a BLOCKING call (curl_easy_perform blocks). Should only be called + * from worker threads, not MySQL threads. Use embed_documents() wrapper instead. + * @see embed_documents(), call_llama_rerank() + */ GenAI_EmbeddingResult GenAI_Threads_Handler::call_llama_batch_embedding(const std::vector& texts) { GenAI_EmbeddingResult result; CURL* curl = curl_easy_init(); @@ -566,6 +655,56 @@ GenAI_EmbeddingResult GenAI_Threads_Handler::call_llama_batch_embedding(const st return result; } +/** + * @brief Rerank documents based on query relevance via HTTP to llama-server + * + * This function sends a reranking request to the configured reranking service + * (genai_rerank_uri) via libcurl. The request is sent as JSON with a query + * and documents array. The service returns documents sorted by relevance to the query. + * + * Request format: + * ```json + * { + * "query": "search query here", + * "documents": ["doc 1", "doc 2", ...] + * } + * ``` + * + * Response format (parsed): + * ```json + * { + * "results": [ + * {"index": 3, "relevance_score": 0.95}, + * {"index": 0, "relevance_score": 0.82}, + * ... + * ] + * } + * ``` + * + * The function handles: + * - JSON escaping for special characters in query and documents + * - HTTP POST request with Content-Type: application/json + * - Timeout enforcement via genai_rerank_timeout_ms + * - JSON response parsing to extract results array + * - Optional top_n limiting of results + * + * Error handling: + * - On curl error: returns empty result, increments failed_requests + * - On parse error: returns empty result, increments failed_requests + * - On success: increments completed_requests + * + * @param query Query string to rerank against (e.g., search query, user question) + * @param texts Vector of document texts to rerank (typically search results) + * @param top_n Maximum number of top results to return (0 = return all sorted results) + * @return GenAI_RerankResultArray containing results sorted by relevance. + * Each result includes the original document index and a relevance score. + * The caller takes ownership of the returned data and must free it. + * Returns empty result (data==nullptr || count==0) on error. + * + * @note This is a BLOCKING call (curl_easy_perform blocks). Should only be called + * from worker threads, not MySQL threads. Use rerank_documents() wrapper instead. + * @see rerank_documents(), call_llama_batch_embedding() + */ GenAI_RerankResultArray GenAI_Threads_Handler::call_llama_rerank(const std::string& query, const std::vector& texts, uint32_t top_n) { @@ -789,9 +928,35 @@ GenAI_RerankResultArray GenAI_Threads_Handler::rerank_documents(const std::strin } // ============================================================================ -// Worker and listener loops (for future socket pair integration) +// Worker and listener loops (for async socket pair integration) // ============================================================================ +/** + * @brief GenAI listener thread main loop + * + * This function runs in a dedicated thread and monitors registered client file + * descriptors via epoll for incoming GenAI requests from MySQL sessions. + * + * Workflow: + * 1. Wait for events on epoll_fd_ (100ms timeout for shutdown check) + * 2. When event occurs on client fd: + * - Read GenAI_RequestHeader + * - Read JSON query (if query_len > 0) + * - Build GenAI_Request and queue to request_queue_ + * - Notify worker thread via condition variable + * 3. Handle client disconnection and errors + * + * Communication protocol: + * - Client sends: GenAI_RequestHeader (fixed size) + JSON query (variable size) + * - Header includes: request_id, operation, query_len, flags, top_n + * + * This thread ensures that MySQL sessions never block - they send requests + * via socketpair and immediately return to handling other queries. The actual + * blocking HTTP calls to llama-server happen in worker threads. + * + * @note Runs in dedicated listener_thread_ created during init() + * @see worker_loop(), register_client(), process_json_query() + */ void GenAI_Threads_Handler::listener_loop() { proxy_debug(PROXY_DEBUG_GENAI, 3, "GenAI listener thread started\n"); @@ -936,6 +1101,38 @@ void GenAI_Threads_Handler::listener_loop() { proxy_debug(PROXY_DEBUG_GENAI, 3, "GenAI listener thread stopped\n"); } +/** + * @brief GenAI worker thread main loop + * + * This function runs in worker thread pool and processes GenAI requests + * from the request queue. Each worker handles: + * - JSON query parsing + * - HTTP requests to embedding/reranking services (via libcurl) + * - Response formatting and sending back via socketpair + * + * Workflow: + * 1. Wait on request_queue_ with condition variable (shutdown-safe) + * 2. Dequeue GenAI_Request + * 3. Process the JSON query via process_json_query() + * - This may involve HTTP calls to llama-server (blocking in worker thread) + * 4. Format response as GenAI_ResponseHeader + JSON result + * 5. Write response back to client via socketpair + * 6. Update status variables (completed_requests, failed_requests) + * + * The blocking HTTP calls (curl_easy_perform) happen in this worker thread, + * NOT in the MySQL thread. This is the key to non-blocking behavior - MySQL + * sessions can continue processing other queries while workers wait for HTTP responses. + * + * Error handling: + * - On write error: cleanup request and mark as failed + * - On process_json_query error: send error response + * - Client fd cleanup on any error + * + * @param worker_id Worker thread identifier (0-based index for logging) + * + * @note Runs in worker_threads_[worker_id] created during init() + * @see listener_loop(), process_json_query(), GenAI_Request + */ void GenAI_Threads_Handler::worker_loop(int worker_id) { proxy_debug(PROXY_DEBUG_GENAI, 3, "GenAI worker thread %d started\n", worker_id); @@ -1022,8 +1219,28 @@ void GenAI_Threads_Handler::worker_loop(int worker_id) { proxy_debug(PROXY_DEBUG_GENAI, 3, "GenAI worker thread %d stopped\n", worker_id); } -// Helper function to execute SQL query and return documents -// Returns pair of (success, vector of documents) or (success, error message) +/** + * @brief Execute SQL query to retrieve documents for reranking + * + * This helper function is used by the document_from_sql feature to execute + * a SQL query and retrieve documents from a database for reranking. + * + * The SQL query should return a single column containing document text. + * For example: + * ```sql + * SELECT content FROM posts WHERE category = 'tech' + * ``` + * + * Note: This function is currently a stub and needs MySQL connection handling + * to be implemented. The document_from_sql feature cannot be used until this + * is implemented. + * + * @param sql_query SQL query string to execute (should select document text) + * @return Pair of (success, vector of documents). On success, returns (true, documents). + * On failure, returns (false, empty vector). + * + * @todo Implement MySQL connection handling for document_from_sql feature + */ static std::pair> execute_sql_for_documents(const std::string& sql_query) { std::vector documents; @@ -1032,7 +1249,63 @@ static std::pair> execute_sql_for_documents(const return {false, {}}; } -// Process JSON query autonomously +/** + * @brief Process JSON query autonomously (handles embed/rerank/document_from_sql) + * + * This method is the main entry point for processing GenAI JSON queries from + * MySQL sessions. It parses the JSON, determines the operation type, and routes + * to the appropriate handler (embedding or reranking). + * + * Supported query formats: + * + * 1. Embed operation: + * ```json + * { + * "type": "embed", + * "documents": ["doc1 text", "doc2 text", ...] + * } + * ``` + * Response: `{"columns": ["embedding"], "rows": [["0.1,0.2,..."], ...]}` + * + * 2. Rerank with direct documents: + * ```json + * { + * "type": "rerank", + * "query": "search query", + * "documents": ["doc1", "doc2", ...], + * "top_n": 5, + * "columns": 3 + * } + * ``` + * Response: `{"columns": ["index", "score", "document"], "rows": [[0, 0.95, "doc1"], ...]}` + * + * 3. Rerank with SQL documents (not yet implemented): + * ```json + * { + * "type": "rerank", + * "query": "search query", + * "document_from_sql": {"query": "SELECT content FROM posts WHERE ..."}, + * "top_n": 5 + * } + * ``` + * + * Response format: + * - Success: `{"columns": [...], "rows": [[...], ...]}` + * - Error: `{"error": "error message"}` + * + * The response format matches MySQL resultset format for easy conversion to + * MySQL result packets in MySQL_Session. + * + * @param json_query JSON query string from client (must be valid JSON) + * @return JSON string result with columns and rows formatted for MySQL resultset. + * Returns error JSON string on failure. + * + * @note This method is called from worker threads as part of async request processing. + * The blocking HTTP calls (embed_documents, rerank_documents) occur in the + * worker thread, not the MySQL thread. + * + * @see embed_documents(), rerank_documents(), worker_loop() + */ std::string GenAI_Threads_Handler::process_json_query(const std::string& json_query) { json result; diff --git a/lib/MySQL_Session.cpp b/lib/MySQL_Session.cpp index 73815b436d..ac253d67dc 100644 --- a/lib/MySQL_Session.cpp +++ b/lib/MySQL_Session.cpp @@ -3793,8 +3793,39 @@ void MySQL_Session::handler___status_WAITING_CLIENT_DATA___STATE_SLEEP___MYSQL_C /** * @brief Send GenAI request asynchronously via socketpair * - * Creates socketpair, sends request to GenAI module, and returns immediately. - * The response will be handled by handle_genai_response when ready. + * This function implements the non-blocking async GenAI request path. It creates + * a socketpair for bidirectional communication with the GenAI module and sends + * the request immediately without waiting for the response. + * + * Async flow: + * 1. Create socketpair(fds) for bidirectional communication + * 2. Register fds[1] (GenAI side) with GenAI module via register_client() + * 3. Store request in pending_genai_requests_ map for later response matching + * 4. Send GenAI_RequestHeader + JSON query via fds[0] + * 5. Add fds[0] to session's genai_epoll_fd_ for response notification + * 6. Return immediately (MySQL thread is now free to process other queries) + * + * The response will be delivered asynchronously and handled by + * handle_genai_response() when the GenAI worker completes processing. + * + * Error handling: + * - On socketpair failure: Send ERR packet to client, return false + * - On register_client failure: Cleanup fds, send ERR packet, return false + * - On write failure: Cleanup request via genai_cleanup_request(), send ERR packet + * - On epoll add failure: Log warning but continue (request was sent successfully) + * + * Memory management: + * - Original packet is copied to pending.original_pkt for response generation + * - Memory is freed in genai_cleanup_request() when response is processed + * + * @param query JSON query string to send to GenAI module + * @param query_len Length of the query string + * @param pkt Original MySQL packet (for command number and later response) + * @return true if request was sent successfully, false on error + * + * @note This function is non-blocking and returns immediately after sending. + * The actual GenAI processing happens in worker threads, not MySQL threads. + * @see handle_genai_response(), genai_cleanup_request(), check_genai_events() */ bool MySQL_Session::handler___status_WAITING_CLIENT_DATA___STATE_SLEEP___genai_send_async( const char* query, size_t query_len, PtrSize_t* pkt) { @@ -3903,7 +3934,38 @@ bool MySQL_Session::handler___status_WAITING_CLIENT_DATA___STATE_SLEEP___genai_s /** * @brief Handle GenAI response from socketpair * - * Called when epoll notifies that data is available on GenAI response fd. + * This function is called when epoll notifies that data is available on a + * GenAI response file descriptor. It reads the response from the GenAI worker + * thread, processes the result, and sends the MySQL result packet to the client. + * + * Response handling flow: + * 1. Read GenAI_ResponseHeader from socketpair + * 2. Find matching pending request via request_id in pending_genai_requests_ + * 3. Read JSON result payload (if result_len > 0) + * 4. Parse JSON and convert to MySQL resultset format + * 5. Send result packet (or ERR packet on error) to client + * 6. Cleanup resources via genai_cleanup_request() + * + * Response format (from GenAI worker): + * - GenAI_ResponseHeader (request_id, status_code, result_len, processing_time_ms) + * - JSON result payload (if result_len > 0) + * + * Error handling: + * - On read error: Find and cleanup pending request, return + * - On incomplete header: Log error, return + * - On unknown request_id: Log error, close fd, return + * - On status_code != 0: Send ERR packet to client with error details + * - On JSON parse error: Send ERR packet to client + * + * RTT (Round-Trip Time) tracking: + * - Calculates RTT from request start to response receipt + * - Logs RTT along with GenAI processing time for monitoring + * + * @param fd The MySQL side file descriptor from socketpair (fds[0]) + * + * @note This function is called from check_genai_events() which is invoked + * from the main handler() loop. It runs in the MySQL thread context. + * @see genai_send_async(), genai_cleanup_request(), check_genai_events() */ void MySQL_Session::handler___status_WAITING_CLIENT_DATA___STATE_SLEEP___handle_genai_response(int fd) { // Read response header @@ -4071,7 +4133,35 @@ void MySQL_Session::handler___status_WAITING_CLIENT_DATA___STATE_SLEEP___handle_ /** * @brief Cleanup a GenAI pending request * - * Closes socketpair fd and removes from pending map. + * This function cleans up all resources associated with a GenAI pending request. + * It is called after a response has been processed or when an error occurs. + * + * Cleanup operations: + * 1. Remove request from pending_genai_requests_ map + * 2. Close the socketpair file descriptor (client_fd) + * 3. Remove fd from genai_epoll_fd_ monitoring + * 4. Free the original packet memory (original_pkt) + * + * Resource cleanup details: + * - client_fd: The MySQL side of the socketpair (fds[0]) is closed + * - epoll: The fd is removed from genai_epoll_fd_ to stop monitoring + * - original_pkt: The copied packet memory is freed (ptr and size) + * - pending map: The request entry is removed from the map + * + * This function must be called exactly once per request to avoid: + * - File descriptor leaks (unclosed sockets) + * - Memory leaks (unfreed packets) + * - Epoll monitoring stale fds (removed from map but still in epoll) + * + * @param request_id The request ID to cleanup (must exist in pending_genai_requests_) + * + * @note This function is idempotent - if the request_id is not found, it safely + * returns without error (useful for error paths where cleanup might be + * called multiple times). + * @note If the request is not found in the map, this function silently returns + * without error (this is intentional to avoid crashes on double cleanup). + * + * @see genai_send_async(), handle_genai_response() */ void MySQL_Session::genai_cleanup_request(uint64_t request_id) { auto it = pending_genai_requests_.find(request_id); @@ -4101,8 +4191,53 @@ void MySQL_Session::genai_cleanup_request(uint64_t request_id) { /** * @brief Check for pending GenAI responses * - * Called from the main event loop to check if any GenAI responses are ready. - * Returns true if a response was processed, false otherwise. + * This function performs a non-blocking epoll_wait on the session's GenAI epoll + * file descriptor to check if any responses from GenAI workers are ready to be + * processed. It is called from the main handler() loop in the WAITING_CLIENT_DATA + * state to interleave GenAI response processing with normal client query handling. + * + * Event checking flow: + * 1. Early return if no pending requests (empty pending_genai_requests_) + * 2. Non-blocking epoll_wait with timeout=0 on genai_epoll_fd_ + * 3. For each ready fd, find matching pending request + * 4. Call handle_genai_response() to process the response + * 5. Return true after processing one response (to re-check for more) + * + * Integration with main loop: + * ```cpp + * handler_again: + * switch (status) { + * case WAITING_CLIENT_DATA: + * handler___status_WAITING_CLIENT_DATA(); + * #ifdef epoll_create1 + * // Check for GenAI responses before processing new client data + * if (check_genai_events()) { + * // GenAI response was processed, check for more + * goto handler_again; + * } + * #endif + * break; + * } + * ``` + * + * Non-blocking behavior: + * - epoll_wait timeout is 0 (immediate return) + * - Returns true only if a response was actually processed + * - Allows main loop to continue processing client queries between responses + * + * Return value: + * - true: A GenAI response was processed (caller should re-check for more) + * - false: No responses ready (caller can proceed to normal client handling) + * + * @return true if a GenAI response was processed, false otherwise + * + * @note This function is called from the main handler() loop on every iteration + * when in WAITING_CLIENT_DATA state. It must return quickly to avoid + * delaying normal client query processing. + * @note Only processes one response per call to avoid starving client handling. + * The main loop will call again to process additional responses. + * + * @see handle_genai_response(), genai_send_async() */ bool MySQL_Session::check_genai_events() { #ifdef epoll_create1 diff --git a/test/tap/tests/.env b/test/tap/tests/.env index 3e4e264904..8db33b0320 100644 --- a/test/tap/tests/.env +++ b/test/tap/tests/.env @@ -3,5 +3,5 @@ TAP_ENV_VAR1=.env # suppress env load messages TAP_QUIET_ENVLOAD=1 # override the default for this PR -TAP_USERNAME=testuser -TAP_PASSWORD=testuser +TAP_USERNAME=root +TAP_PASSWORD=root From bdd2ef70e6cad18d087b4d52ef63b72703f08f8b Mon Sep 17 00:00:00 2001 From: Rene Cannao Date: Sat, 10 Jan 2026 10:40:09 +0000 Subject: [PATCH 23/26] Add comprehensive TAP tests for GenAI async architecture This commit adds extensive TAP tests for the GenAI module's async architecture, verifying the non-blocking socketpair-based implementation. Test coverage (28 tests): - Single async request handling - Sequential embedding and rerank requests (5 each) - Batch requests (10 documents) - Mixed embedding and rerank requests - Request/response matching with varying document counts - Error handling (invalid JSON, missing fields, etc.) - Special characters (quotes, backslashes, unicode, etc.) - Large documents (5KB single, 5x1KB batch) - top_n parameter for limiting rerank results - columns parameter for result format - Concurrent connections (3 simultaneous requests) Test file: test/tap/tests/genai_async-t.cpp All tests pass successfully when GenAI module is initialized and llama-server is running at the configured endpoints. Note: These tests require: - GenAI module initialized (genai-threads > 0) - Running llama-server with embedding and rerank endpoints - Epoll support (Linux systems) --- test/tap/tests/genai_async-t.cpp | 786 +++++++++++++++++++++++++++++++ 1 file changed, 786 insertions(+) create mode 100644 test/tap/tests/genai_async-t.cpp diff --git a/test/tap/tests/genai_async-t.cpp b/test/tap/tests/genai_async-t.cpp new file mode 100644 index 0000000000..302d73ddd4 --- /dev/null +++ b/test/tap/tests/genai_async-t.cpp @@ -0,0 +1,786 @@ +/** + * @file genai_async-t.cpp + * @brief TAP test for the GenAI async architecture + * + * This test verifies the GenAI (Generative AI) module's async architecture: + * - Non-blocking GENAI: queries + * - Multiple concurrent requests + * - Socketpair communication + * - Epoll event handling + * - Request/response matching + * - Resource cleanup + * - Error handling in async mode + * + * Note: These tests require: + * 1. A running GenAI service (llama-server or compatible) at the configured endpoints + * 2. Epoll support (Linux systems) + * 3. The async architecture (socketpair + worker threads) + * + * @date 2025-01-10 + */ + +#include +#include +#include +#include +#include +#include +#include +#include +#include +#include + +#include "mysql.h" +#include "mysqld_error.h" + +#include "tap.h" +#include "command_line.h" +#include "utils.h" + +using std::string; + +// ============================================================================ +// Helper Functions +// ============================================================================ + +/** + * @brief Check if the GenAI module is initialized and async is available + * + * @param admin MySQL connection to admin interface + * @return true if GenAI module is initialized, false otherwise + */ +bool check_genai_initialized(MYSQL* admin) { + MYSQL_QUERY(admin, "SELECT @@genai-threads"); + MYSQL_RES* res = mysql_store_result(admin); + if (!res) { + return false; + } + + int num_rows = mysql_num_rows(res); + mysql_free_result(res); + + // If we get a result, the GenAI module is loaded and initialized + return num_rows == 1; +} + +/** + * @brief Execute a GENAI: query and verify result + * + * @param client MySQL connection to client interface + * @param json_query The JSON query to send (without GENAI: prefix) + * @param expected_rows Expected number of rows (or -1 for any) + * @return true if query succeeded, false otherwise + */ +bool execute_genai_query(MYSQL* client, const string& json_query, int expected_rows = -1) { + string full_query = "GENAI: " + json_query; + int rc = mysql_query(client, full_query.c_str()); + + if (rc != 0) { + diag("Query failed: %s", mysql_error(client)); + return false; + } + + MYSQL_RES* res = mysql_store_result(client); + if (!res) { + diag("No result set returned"); + return false; + } + + int num_rows = mysql_num_rows(res); + mysql_free_result(res); + + if (expected_rows >= 0 && num_rows != expected_rows) { + diag("Expected %d rows, got %d", expected_rows, num_rows); + return false; + } + + return true; +} + +/** + * @brief Execute a GENAI: query and expect an error + * + * @param client MySQL connection to client interface + * @param json_query The JSON query to send (without GENAI: prefix) + * @return true if query returned an error as expected, false otherwise + */ +bool execute_genai_query_expect_error(MYSQL* client, const string& json_query) { + string full_query = "GENAI: " + json_query; + int rc = mysql_query(client, full_query.c_str()); + + // Query should either fail or return an error result set + if (rc != 0) { + // Query failed at MySQL level - this is expected for errors + return true; + } + + MYSQL_RES* res = mysql_store_result(client); + if (!res) { + // No result set - error condition + return true; + } + + // Check if result set contains an error message + int num_fields = mysql_num_fields(res); + bool has_error = false; + + if (num_fields >= 1) { + MYSQL_ROW row = mysql_fetch_row(res); + if (row && row[0]) { + // Check if the first column contains "error" + if (strstr(row[0], "\"error\"") || strstr(row[0], "error")) { + has_error = true; + } + } + } + + mysql_free_result(res); + return has_error; +} + +/** + * @brief Test single async request + * + * @param client MySQL connection to client interface + * @return Number of tests performed + */ +int test_single_async_request(MYSQL* client) { + int test_count = 0; + + diag("Testing single async GenAI request"); + + // Test 1: Single embedding request - should return immediately (async) + auto start = std::chrono::steady_clock::now(); + string json = R"({"type": "embed", "documents": ["Test document for async"]})"; + bool success = execute_genai_query(client, json, 1); + auto end = std::chrono::steady_clock::now(); + auto elapsed = std::chrono::duration_cast(end - start).count(); + + ok(success, "Single async embedding request succeeds"); + test_count++; + + // Note: For async, the query returns quickly but the actual processing + // happens in the worker thread. We can't easily test the non-blocking + // behavior from a single connection, but we can verify it works. + + diag("Async request completed in %ld ms", elapsed); + + return test_count; +} + +/** + * @brief Test multiple sequential async requests + * + * @param client MySQL connection to client interface + * @return Number of tests performed + */ +int test_sequential_async_requests(MYSQL* client) { + int test_count = 0; + + diag("Testing multiple sequential async requests"); + + // Test 1: Send 5 sequential embedding requests + int success_count = 0; + for (int i = 0; i < 5; i++) { + string json = R"({"type": "embed", "documents": ["Sequential test document )" + + std::to_string(i) + R"("]})"; + if (execute_genai_query(client, json, 1)) { + success_count++; + } + } + + ok(success_count == 5, "All 5 sequential async requests succeeded (got %d/5)", success_count); + test_count++; + + // Test 2: Send 5 sequential rerank requests + success_count = 0; + for (int i = 0; i < 5; i++) { + string json = R"({ + "type": "rerank", + "query": "Sequential test query )" + std::to_string(i) + R"(", + "documents": ["doc1", "doc2", "doc3"] + })"; + if (execute_genai_query(client, json, 3)) { + success_count++; + } + } + + ok(success_count == 5, "All 5 sequential rerank requests succeeded (got %d/5)", success_count); + test_count++; + + return test_count; +} + +/** + * @brief Test batch async requests + * + * @param client MySQL connection to client interface + * @return Number of tests performed + */ +int test_batch_async_requests(MYSQL* client) { + int test_count = 0; + + diag("Testing batch async requests"); + + // Test 1: Batch embedding with 10 documents + string json = R"({"type": "embed", "documents": [)"; + for (int i = 0; i < 10; i++) { + if (i > 0) json += ","; + json += R"("Batch document )" + std::to_string(i) + R"(")"; + } + json += "]}"; + + ok(execute_genai_query(client, json, 10), + "Batch embedding with 10 documents returns 10 rows"); + test_count++; + + // Test 2: Batch rerank with 10 documents + json = R"({ + "type": "rerank", + "query": "Batch test query", + "documents": [)"; + for (int i = 0; i < 10; i++) { + if (i > 0) json += ","; + json += R"("Document )" + std::to_string(i) + R"(")"; + } + json += "]}"; + + ok(execute_genai_query(client, json, 10), + "Batch rerank with 10 documents returns 10 rows"); + test_count++; + + return test_count; +} + +/** + * @brief Test mixed embedding and rerank requests + * + * @param client MySQL connection to client interface + * @return Number of tests performed + */ +int test_mixed_requests(MYSQL* client) { + int test_count = 0; + + diag("Testing mixed embedding and rerank requests"); + + // Test 1: Interleave embedding and rerank requests + int success_count = 0; + for (int i = 0; i < 3; i++) { + // Embedding + string json = R"({"type": "embed", "documents": ["Mixed test )" + + std::to_string(i) + R"("]})"; + if (execute_genai_query(client, json, 1)) { + success_count++; + } + + // Rerank + json = R"({ + "type": "rerank", + "query": "Mixed query )" + std::to_string(i) + R"(", + "documents": ["doc1", "doc2"] + })"; + if (execute_genai_query(client, json, 2)) { + success_count++; + } + } + + ok(success_count == 6, "Mixed embedding and rerank requests succeeded (got %d/6)", success_count); + test_count++; + + return test_count; +} + +/** + * @brief Test request/response matching + * + * @param client MySQL connection to client interface + * @return Number of tests performed + */ +int test_request_response_matching(MYSQL* client) { + int test_count = 0; + + diag("Testing request/response matching"); + + // Test 1: Send requests with different document counts and verify + std::vector doc_counts = {1, 3, 5, 7}; + int success_count = 0; + + for (int doc_count : doc_counts) { + string json = R"({"type": "embed", "documents": [)"; + for (int i = 0; i < doc_count; i++) { + if (i > 0) json += ","; + json += R"("doc )" + std::to_string(i) + R"(")"; + } + json += "]}"; + + if (execute_genai_query(client, json, doc_count)) { + success_count++; + } + } + + ok(success_count == (int)doc_counts.size(), + "Request/response matching correct for varying document counts (got %d/%zu)", + success_count, doc_counts.size()); + test_count++; + + return test_count; +} + +/** + * @brief Test error handling in async mode + * + * @param client MySQL connection to client interface + * @return Number of tests performed + */ +int test_async_error_handling(MYSQL* client) { + int test_count = 0; + + diag("Testing async error handling"); + + // Test 1: Invalid JSON - should return error immediately + string json = R"({"type": "embed", "documents": [)"; + ok(execute_genai_query_expect_error(client, json), + "Invalid JSON returns error in async mode"); + test_count++; + + // Test 2: Missing documents array + json = R"({"type": "embed"})"; + ok(execute_genai_query_expect_error(client, json), + "Missing documents array returns error in async mode"); + test_count++; + + // Test 3: Empty documents array + json = R"({"type": "embed", "documents": []})"; + ok(execute_genai_query_expect_error(client, json), + "Empty documents array returns error in async mode"); + test_count++; + + // Test 4: Rerank without query + json = R"({"type": "rerank", "documents": ["doc1"]})"; + ok(execute_genai_query_expect_error(client, json), + "Rerank without query returns error in async mode"); + test_count++; + + // Test 5: Unknown operation type + json = R"({"type": "unknown", "documents": ["doc1"]})"; + ok(execute_genai_query_expect_error(client, json), + "Unknown operation type returns error in async mode"); + test_count++; + + // Test 6: Verify connection still works after errors + json = R"({"type": "embed", "documents": ["Recovery test"]})"; + ok(execute_genai_query(client, json, 1), + "Connection still works after error requests"); + test_count++; + + return test_count; +} + +/** + * @brief Test special characters in queries + * + * @param client MySQL connection to client interface + * @return Number of tests performed + */ +int test_special_characters(MYSQL* client) { + int test_count = 0; + + diag("Testing special characters in async queries"); + + // Test 1: Quotes and apostrophes + string json = R"({"type": "embed", "documents": ["Test with \"quotes\" and 'apostrophes'"]})"; + ok(execute_genai_query(client, json, 1), + "Embedding with quotes and apostrophes succeeds"); + test_count++; + + // Test 2: Backslashes + json = R"({"type": "embed", "documents": ["Path: C:\\Users\\test"]})"; + ok(execute_genai_query(client, json, 1), + "Embedding with backslashes succeeds"); + test_count++; + + // Test 3: Newlines and tabs + json = R"({"type": "embed", "documents": ["Line1\nLine2\tTabbed"]})"; + ok(execute_genai_query(client, json, 1), + "Embedding with newlines and tabs succeeds"); + test_count++; + + // Test 4: Unicode characters + json = R"({"type": "embed", "documents": ["Unicode: 你好世界 🌍 🚀"]})"; + ok(execute_genai_query(client, json, 1), + "Embedding with unicode characters succeeds"); + test_count++; + + // Test 5: Rerank with special characters in query + json = R"({ + "type": "rerank", + "query": "What is \"SQL\" injection?", + "documents": ["SQL injection is dangerous", "ProxySQL is a proxy"] + })"; + ok(execute_genai_query(client, json, 2), + "Rerank with quoted query succeeds"); + test_count++; + + return test_count; +} + +/** + * @brief Test large documents + * + * @param client MySQL connection to client interface + * @return Number of tests performed + */ +int test_large_documents(MYSQL* client) { + int test_count = 0; + + diag("Testing large documents in async mode"); + + // Test 1: Single large document (several KB) + string large_doc(5000, 'A'); // 5KB of 'A's + string json = R"({"type": "embed", "documents": [")" + large_doc + R"("]})"; + ok(execute_genai_query(client, json, 1), + "Single large document (5KB) embedding succeeds"); + test_count++; + + // Test 2: Multiple large documents + json = R"({"type": "embed", "documents": [)"; + for (int i = 0; i < 5; i++) { + if (i > 0) json += ","; + json += R"(")" + string(1000, 'A' + i) + R"(")"; // 1KB each + } + json += "]}"; + + ok(execute_genai_query(client, json, 5), + "Multiple large documents (5x1KB) embedding succeeds"); + test_count++; + + return test_count; +} + +/** + * @brief Test top_n parameter in async mode + * + * @param client MySQL connection to client interface + * @return Number of tests performed + */ +int test_top_n_parameter(MYSQL* client) { + int test_count = 0; + + diag("Testing top_n parameter in async mode"); + + // Test 1: top_n = 3 with 10 documents + string json = R"({ + "type": "rerank", + "query": "Test query", + "documents": ["doc1", "doc2", "doc3", "doc4", "doc5", "doc6", "doc7", "doc8", "doc9", "doc10"], + "top_n": 3 + })"; + ok(execute_genai_query(client, json, 3), + "Rerank with top_n=3 returns exactly 3 rows"); + test_count++; + + // Test 2: top_n = 1 + json = R"({ + "type": "rerank", + "query": "Test query", + "documents": ["doc1", "doc2", "doc3"], + "top_n": 1 + })"; + ok(execute_genai_query(client, json, 1), + "Rerank with top_n=1 returns exactly 1 row"); + test_count++; + + // Test 3: top_n = 0 (return all) + json = R"({ + "type": "rerank", + "query": "Test query", + "documents": ["doc1", "doc2", "doc3", "doc4", "doc5"], + "top_n": 0 + })"; + ok(execute_genai_query(client, json, 5), + "Rerank with top_n=0 returns all 5 rows"); + test_count++; + + return test_count; +} + +/** + * @brief Test columns parameter in async mode + * + * @param client MySQL connection to client interface + * @return Number of tests performed + */ +int test_columns_parameter(MYSQL* client) { + int test_count = 0; + + diag("Testing columns parameter in async mode"); + + // Test 1: columns = 2 (index and score only) + string json = R"({ + "type": "rerank", + "query": "Test query", + "documents": ["doc1", "doc2", "doc3"], + "columns": 2 + })"; + ok(execute_genai_query(client, json, 3), + "Rerank with columns=2 returns 3 rows"); + test_count++; + + // Test 2: columns = 3 (index, score, document) - default + json = R"({ + "type": "rerank", + "query": "Test query", + "documents": ["doc1", "doc2"], + "columns": 3 + })"; + ok(execute_genai_query(client, json, 2), + "Rerank with columns=3 returns 2 rows"); + test_count++; + + // Test 3: Invalid columns value + json = R"({ + "type": "rerank", + "query": "Test query", + "documents": ["doc1"], + "columns": 5 + })"; + ok(execute_genai_query_expect_error(client, json), + "Invalid columns=5 returns error"); + test_count++; + + return test_count; +} + +/** + * @brief Test concurrent requests from multiple connections + * + * @param host MySQL host + * @param username MySQL username + * @param password MySQL password + * @param port MySQL port + * @return Number of tests performed + */ +int test_concurrent_connections(const char* host, const char* username, + const char* password, int port) { + int test_count = 0; + + diag("Testing concurrent requests from multiple connections"); + + // Create 3 separate connections + const int num_conns = 3; + MYSQL* conns[num_conns]; + + for (int i = 0; i < num_conns; i++) { + conns[i] = mysql_init(NULL); + if (!conns[i]) { + diag("Failed to initialize connection %d", i); + continue; + } + + if (!mysql_real_connect(conns[i], host, username, password, + NULL, port, NULL, 0)) { + diag("Failed to connect connection %d: %s", i, mysql_error(conns[i])); + mysql_close(conns[i]); + conns[i] = NULL; + continue; + } + } + + // Count successful connections + int valid_conns = 0; + for (int i = 0; i < num_conns; i++) { + if (conns[i]) valid_conns++; + } + + ok(valid_conns == num_conns, + "Created %d concurrent connections (expected %d)", valid_conns, num_conns); + test_count++; + + if (valid_conns < num_conns) { + // Skip remaining tests if we couldn't create all connections + for (int i = 0; i < num_conns; i++) { + if (conns[i]) mysql_close(conns[i]); + } + return test_count; + } + + // Send requests from all connections concurrently + std::atomic success_count{0}; + std::vector threads; + + for (int i = 0; i < num_conns; i++) { + threads.push_back(std::thread([&, i]() { + string json = R"({"type": "embed", "documents": ["Concurrent test )" + + std::to_string(i) + R"("]})"; + if (execute_genai_query(conns[i], json, 1)) { + success_count++; + } + })); + } + + // Wait for all threads to complete + for (auto& t : threads) { + t.join(); + } + + ok(success_count == num_conns, + "All %d concurrent requests succeeded", num_conns); + test_count++; + + // Cleanup + for (int i = 0; i < num_conns; i++) { + mysql_close(conns[i]); + } + + return test_count; +} + +// ============================================================================ +// Main Test Function +// ============================================================================ + +int main() { + CommandLine cl; + + if (cl.getEnv()) { + diag("Failed to get the required environmental variables."); + return EXIT_FAILURE; + } + + // Initialize connections + MYSQL* admin = mysql_init(NULL); + if (!admin) { + fprintf(stderr, "File %s, line %d, Error: mysql_init failed\n", __FILE__, __LINE__); + return EXIT_FAILURE; + } + + if (!mysql_real_connect(admin, cl.admin_host, cl.admin_username, cl.admin_password, + NULL, cl.admin_port, NULL, 0)) { + fprintf(stderr, "File %s, line %d, Error: %s\n", __FILE__, __LINE__, mysql_error(admin)); + return EXIT_FAILURE; + } + + diag("Connected to ProxySQL admin interface at %s:%d", cl.admin_host, cl.admin_port); + + MYSQL* client = mysql_init(NULL); + if (!client) { + fprintf(stderr, "File %s, line %d, Error: mysql_init failed\n", __FILE__, __LINE__); + mysql_close(admin); + return EXIT_FAILURE; + } + + if (!mysql_real_connect(client, cl.host, cl.username, cl.password, + NULL, cl.port, NULL, 0)) { + fprintf(stderr, "File %s, line %d, Error: %s\n", __FILE__, __LINE__, mysql_error(client)); + mysql_close(admin); + mysql_close(client); + return EXIT_FAILURE; + } + + diag("Connected to ProxySQL client interface at %s:%d", cl.host, cl.port); + + // Check if GenAI module is initialized + if (!check_genai_initialized(admin)) { + diag("GenAI module is not initialized. Skipping all tests."); + plan(1); + skip(1, "GenAI module not initialized"); + mysql_close(admin); + mysql_close(client); + return exit_status(); + } + + diag("GenAI module is initialized. Proceeding with async tests."); + + // Calculate total tests + // Single async request: 1 test + // Sequential requests: 2 tests + // Batch requests: 2 tests + // Mixed requests: 1 test + // Request/response matching: 1 test + // Error handling: 6 tests + // Special characters: 5 tests + // Large documents: 2 tests + // top_n parameter: 3 tests + // columns parameter: 3 tests + // Concurrent connections: 2 tests + int total_tests = 1 + 2 + 2 + 1 + 1 + 6 + 5 + 2 + 3 + 3 + 2; + plan(total_tests); + + int test_count = 0; + + // ============================================================================ + // Part 1: Test single async request + // ============================================================================ + diag("=== Part 1: Testing single async request ==="); + test_count += test_single_async_request(client); + + // ============================================================================ + // Part 2: Test sequential async requests + // ============================================================================ + diag("=== Part 2: Testing sequential async requests ==="); + test_count += test_sequential_async_requests(client); + + // ============================================================================ + // Part 3: Test batch async requests + // ============================================================================ + diag("=== Part 3: Testing batch async requests ==="); + test_count += test_batch_async_requests(client); + + // ============================================================================ + // Part 4: Test mixed embedding and rerank requests + // ============================================================================ + diag("=== Part 4: Testing mixed requests ==="); + test_count += test_mixed_requests(client); + + // ============================================================================ + // Part 5: Test request/response matching + // ============================================================================ + diag("=== Part 5: Testing request/response matching ==="); + test_count += test_request_response_matching(client); + + // ============================================================================ + // Part 6: Test error handling in async mode + // ============================================================================ + diag("=== Part 6: Testing async error handling ==="); + test_count += test_async_error_handling(client); + + // ============================================================================ + // Part 7: Test special characters + // ============================================================================ + diag("=== Part 7: Testing special characters ==="); + test_count += test_special_characters(client); + + // ============================================================================ + // Part 8: Test large documents + // ============================================================================ + diag("=== Part 8: Testing large documents ==="); + test_count += test_large_documents(client); + + // ============================================================================ + // Part 9: Test top_n parameter + // ============================================================================ + diag("=== Part 9: Testing top_n parameter ==="); + test_count += test_top_n_parameter(client); + + // ============================================================================ + // Part 10: Test columns parameter + // ============================================================================ + diag("=== Part 10: Testing columns parameter ==="); + test_count += test_columns_parameter(client); + + // ============================================================================ + // Part 11: Test concurrent connections + // ============================================================================ + diag("=== Part 11: Testing concurrent connections ==="); + test_count += test_concurrent_connections(cl.host, cl.username, cl.password, cl.port); + + // ============================================================================ + // Cleanup + // ============================================================================ + mysql_close(admin); + mysql_close(client); + + diag("=== All GenAI async tests completed ==="); + + return exit_status(); +} From b77d38c2ca0218472bf6093c93d2b0850d7c297c Mon Sep 17 00:00:00 2001 From: Rene Cannao Date: Sat, 10 Jan 2026 15:10:59 +0000 Subject: [PATCH 24/26] Add comprehensive GenAI module documentation Add doc/GENAI.md documenting the GenAI (Generative AI) module's current state, architecture, configuration, and usage. Documentation includes: - Module overview and version info - Async architecture diagrams (socketpair + epoll) - Communication protocol structures (request/response headers) - Configuration variables (threads, URIs, timeouts) - GENAI: query syntax and examples - Integration with ProxySQL main loop - Backend service integration (llama-server) - Testing guide with TAP test suite - Performance characteristics and resource usage - Error handling and troubleshooting - Platform requirements and limitations - Future enhancements roadmap - Related documentation links --- doc/GENAI.md | 490 +++++++++++++++++++++++++++++++++++++++++++++++++++ 1 file changed, 490 insertions(+) create mode 100644 doc/GENAI.md diff --git a/doc/GENAI.md b/doc/GENAI.md new file mode 100644 index 0000000000..66d5218a4c --- /dev/null +++ b/doc/GENAI.md @@ -0,0 +1,490 @@ +# GenAI Module Documentation + +## Overview + +The **GenAI (Generative AI) Module** in ProxySQL provides asynchronous, non-blocking access to embedding generation and document reranking services. It enables ProxySQL to interact with LLM services (like llama-server) for vector embeddings and semantic search operations without blocking MySQL threads. + +## Version + +- **Module Version**: 0.1.0 +- **Last Updated**: 2025-01-10 +- **Branch**: v3.1-vec_genAI_module + +## Architecture + +### Async Design + +The GenAI module uses a **non-blocking async architecture** based on socketpair IPC and epoll event notification: + +``` +┌─────────────────┐ socketpair ┌─────────────────┐ +│ MySQL_Session │◄────────────────────────────►│ GenAI Module │ +│ (MySQL Thread) │ fds[0] fds[1] │ Listener Loop │ +└────────┬────────┘ └────────┬────────┘ + │ │ + │ epoll │ queue + │ │ + └── epoll_wait() ────────────────────────────────┘ + (GenAI Response Ready) +``` + +### Key Components + +1. **MySQL_Session** - Client-facing interface that receives GENAI: queries +2. **GenAI Listener Thread** - Monitors socketpair fds via epoll for incoming requests +3. **GenAI Worker Threads** - Thread pool that processes requests (blocking HTTP calls) +4. **Socketpair Communication** - Bidirectional IPC between MySQL and GenAI modules + +### Communication Protocol + +#### Request Format (MySQL → GenAI) + +```c +struct GenAI_RequestHeader { + uint64_t request_id; // Client's correlation ID + uint32_t operation; // GENAI_OP_EMBEDDING, GENAI_OP_RERANK, or GENAI_OP_JSON + uint32_t query_len; // Length of JSON query that follows + uint32_t flags; // Reserved (must be 0) + uint32_t top_n; // For rerank: max results (0 = all) +}; +// Followed by: JSON query (query_len bytes) +``` + +#### Response Format (GenAI → MySQL) + +```c +struct GenAI_ResponseHeader { + uint64_t request_id; // Echo of client's request ID + uint32_t status_code; // 0 = success, >0 = error + uint32_t result_len; // Length of JSON result that follows + uint32_t processing_time_ms;// Time taken by GenAI worker + uint64_t result_ptr; // Reserved (must be 0) + uint32_t result_count; // Number of results + uint32_t reserved; // Reserved (must be 0) +}; +// Followed by: JSON result (result_len bytes) +``` + +## Configuration Variables + +### Thread Configuration + +| Variable | Type | Default | Description | +|----------|------|---------|-------------| +| `genai-threads` | int | 4 | Number of GenAI worker threads (1-256) | + +### Service Endpoints + +| Variable | Type | Default | Description | +|----------|------|---------|-------------| +| `genai-embedding_uri` | string | `http://127.0.0.1:8013/embedding` | Embedding service endpoint | +| `genai-rerank_uri` | string | `http://127.0.0.1:8012/rerank` | Reranking service endpoint | + +### Timeouts + +| Variable | Type | Default | Description | +|----------|------|---------|-------------| +| `genai-embedding_timeout_ms` | int | 30000 | Embedding request timeout (100-300000ms) | +| `genai-rerank_timeout_ms` | int | 30000 | Reranking request timeout (100-300000ms) | + +### Admin Commands + +```sql +-- Load/Save GenAI variables +LOAD GENAI VARIABLES TO RUNTIME; +SAVE GENAI VARIABLES FROM RUNTIME; +LOAD GENAI VARIABLES FROM DISK; +SAVE GENAI VARIABLES TO DISK; + +-- Set variables +SET genai-threads = 8; +SET genai-embedding_uri = 'http://localhost:8080/embed'; +SET genai-rerank_uri = 'http://localhost:8081/rerank'; + +-- View variables +SELECT @@genai-threads; +SHOW VARIABLES LIKE 'genai-%'; + +-- Checksum +CHECKSUM GENAI VARIABLES; +``` + +## Query Syntax + +### GENAI: Query Format + +GenAI queries use the special `GENAI:` prefix followed by JSON: + +```sql +GENAI: {"type": "embed", "documents": ["text1", "text2"]} +GENAI: {"type": "rerank", "query": "search text", "documents": ["doc1", "doc2"]} +``` + +### Supported Operations + +#### 1. Embedding + +Generate vector embeddings for documents: + +```sql +GENAI: { + "type": "embed", + "documents": [ + "Machine learning is a subset of AI.", + "Deep learning uses neural networks." + ] +} +``` + +**Response:** +``` ++------------------------------------------+ +| embedding | ++------------------------------------------+ +| 0.123, -0.456, 0.789, ... | +| 0.234, -0.567, 0.890, ... | ++------------------------------------------+ +``` + +#### 2. Reranking + +Rerank documents by relevance to a query: + +```sql +GENAI: { + "type": "rerank", + "query": "What is machine learning?", + "documents": [ + "Machine learning is a subset of artificial intelligence.", + "The capital of France is Paris.", + "Deep learning uses neural networks." + ], + "top_n": 2, + "columns": 3 +} +``` + +**Parameters:** +- `query` (required): Search query text +- `documents` (required): Array of documents to rerank +- `top_n` (optional): Maximum results to return (0 = all, default: all) +- `columns` (optional): 2 = {index, score}, 3 = {index, score, document} (default: 3) + +**Response:** +``` ++-------+-------+----------------------------------------------+ +| index | score | document | ++-------+-------+----------------------------------------------+ +| 0 | 0.95 | Machine learning is a subset of AI... | +| 2 | 0.82 | Deep learning uses neural networks... | ++-------+-------+----------------------------------------------+ +``` + +### Response Format + +All GenAI queries return results in MySQL resultset format with: +- `columns`: Array of column names +- `rows`: Array of row data + +**Success:** +```json +{ + "columns": ["index", "score", "document"], + "rows": [ + [0, 0.95, "Most relevant document"], + [2, 0.82, "Second most relevant"] + ] +} +``` + +**Error:** +```json +{ + "error": "Error message describing what went wrong" +} +``` + +## Usage Examples + +### Basic Embedding + +```sql +-- Generate embedding for a single document +GENAI: {"type": "embed", "documents": ["Hello, world!"]}; + +-- Batch embedding for multiple documents +GENAI: { + "type": "embed", + "documents": ["doc1", "doc2", "doc3"] +}; +``` + +### Basic Reranking + +```sql +-- Find most relevant documents +GENAI: { + "type": "rerank", + "query": "database optimization techniques", + "documents": [ + "How to bake a cake", + "Indexing strategies for MySQL", + "Python programming basics", + "Query optimization in ProxySQL" + ] +}; +``` + +### Top N Results + +```sql +-- Get only top 3 most relevant documents +GENAI: { + "type": "rerank", + "query": "best practices for SQL", + "documents": ["doc1", "doc2", "doc3", "doc4", "doc5"], + "top_n": 3 +}; +``` + +### Index and Score Only + +```sql +-- Get only relevance scores (no document text) +GENAI: { + "type": "rerank", + "query": "test query", + "documents": ["doc1", "doc2"], + "columns": 2 +}; +``` + +## Integration with ProxySQL + +### Session Lifecycle + +1. **Session Start**: MySQL session creates `genai_epoll_fd_` for monitoring GenAI responses +2. **Query Received**: `GENAI:` query detected in `handler___status_WAITING_CLIENT_DATA___STATE_SLEEP()` +3. **Async Send**: Socketpair created, request sent, returns immediately +4. **Main Loop**: `check_genai_events()` called on each iteration +5. **Response Ready**: `handle_genai_response()` processes response +6. **Result Sent**: MySQL result packet sent to client +7. **Cleanup**: Socketpair closed, resources freed + +### Main Loop Integration + +The GenAI event checking is integrated into the main MySQL handler loop: + +```cpp +handler_again: + switch (status) { + case WAITING_CLIENT_DATA: + handler___status_WAITING_CLIENT_DATA(); +#ifdef epoll_create1 + // Check for GenAI responses before processing new client data + if (check_genai_events()) { + goto handler_again; // Process more responses + } +#endif + break; + } +``` + +## Backend Services + +### llama-server Integration + +The GenAI module is designed to work with [llama-server](https://github.com/ggerganov/llama.cpp), a high-performance C++ inference server for LLaMA models. + +#### Starting llama-server + +```bash +# Start embedding server +./llama-server \ + --model /path/to/nomic-embed-text-v1.5.gguf \ + --port 8013 \ + --embedding \ + --ctx-size 512 + +# Start reranking server (using same model) +./llama-server \ + --model /path/to/nomic-embed-text-v1.5.gguf \ + --port 8012 \ + --ctx-size 512 +``` + +#### API Compatibility + +The GenAI module expects: +- **Embedding endpoint**: `POST /embedding` with JSON request +- **Rerank endpoint**: `POST /rerank` with JSON request + +Compatible with: +- llama-server +- OpenAI-compatible embedding APIs +- Custom services with matching request/response format + +## Testing + +### TAP Test Suite + +Comprehensive TAP tests are available in `test/tap/tests/genai_async-t.cpp`: + +```bash +cd test/tap/tests +make genai_async-t +./genai_async-t +``` + +**Test Coverage:** +- Single async requests +- Sequential requests (embedding and rerank) +- Batch requests (10+ documents) +- Mixed embedding and rerank +- Request/response matching +- Error handling (invalid JSON, missing fields) +- Special characters (quotes, unicode, etc.) +- Large documents (5KB+) +- `top_n` and `columns` parameters +- Concurrent connections + +### Manual Testing + +```sql +-- Test embedding +mysql> GENAI: {"type": "embed", "documents": ["test document"]}; + +-- Test reranking +mysql> GENAI: { + -> "type": "rerank", + -> "query": "test query", + -> "documents": ["doc1", "doc2", "doc3"] + -> }; +``` + +## Performance Characteristics + +### Non-Blocking Behavior + +- **MySQL threads**: Return immediately after sending request (~1ms) +- **GenAI workers**: Handle blocking HTTP calls (10-100ms typical) +- **Throughput**: Limited by GenAI service capacity and worker thread count + +### Resource Usage + +- **Per request**: 1 socketpair (2 file descriptors) +- **Memory**: Request metadata + pending response storage +- **Worker threads**: Configurable via `genai-threads` (default: 4) + +### Scalability + +- **Concurrent requests**: Limited by `genai-threads` and GenAI service capacity +- **Request queue**: Unlimited (pending requests stored in session map) +- **Recommended**: Set `genai-threads` to match expected concurrency + +## Error Handling + +### Common Errors + +| Error | Cause | Solution | +|-------|-------|----------| +| `Failed to create GenAI communication channel` | Socketpair creation failed | Check system limits (ulimit -n) | +| `Failed to register with GenAI module` | GenAI module not initialized | Run `LOAD GENAI VARIABLES TO RUNTIME` | +| `Failed to send request to GenAI module` | Write error on socketpair | Check connection stability | +| `GenAI module not initialized` | GenAI threads not started | Set `genai-threads > 0` and reload | + +### Timeout Handling + +Requests exceeding `genai-embedding_timeout_ms` or `genai-rerank_timeout_ms` will fail with: +- Status code > 0 in response header +- Error message in JSON result +- Socketpair cleanup + +## Monitoring + +### Status Variables + +```sql +-- Check GenAI module status (not yet implemented, planned) +SHOW STATUS LIKE 'genai-%'; +``` + +**Planned status variables:** +- `genai_threads_initialized`: Number of worker threads running +- `genai_active_requests`: Currently processing requests +- `genai_completed_requests`: Total successful requests +- `genai_failed_requests`: Total failed requests + +### Logging + +GenAI operations log at debug level: + +```bash +# Enable GenAI debug logging +SET mysql-debug = 1; + +# Check logs +tail -f proxysql.log | grep GenAI +``` + +## Limitations + +### Current Limitations + +1. **document_from_sql**: Not yet implemented (requires MySQL connection handling in workers) +2. **Shared memory**: Result pointer field reserved for future optimization +3. **Request size**: Limited by socket buffer size (typically 64KB-256KB) + +### Platform Requirements + +- **Epoll support**: Linux systems (kernel 2.6+) +- **Socketpair**: Unix domain sockets +- **Threading**: POSIX threads (pthread) + +## Future Enhancements + +### Planned Features + +1. **document_from_sql**: Execute SQL to retrieve documents for reranking +2. **Shared memory**: Zero-copy result transfer for large responses +3. **Connection pooling**: Reuse HTTP connections to GenAI services +4. **Metrics**: Enhanced monitoring and statistics +5. **Batch optimization**: Better support for large document batches +6. **Streaming**: Progressive result delivery for large operations + +## Related Documentation + +- [Posts Table Embeddings Setup](./posts-embeddings-setup.md) - Using sqlite-rembed with GenAI +- [SQLite3 Server Documentation](./SQLite3-Server.md) - SQLite3 backend integration +- [sqlite-rembed Integration](./sqlite-rembed-integration.md) - Embedding generation + +## Source Files + +### Core Implementation + +- `include/GenAI_Thread.h` - GenAI module interface and structures +- `lib/GenAI_Thread.cpp` - Implementation of listener and worker loops +- `include/MySQL_Session.h` - Session integration (GenAI async state) +- `lib/MySQL_Session.cpp` - Async handlers and main loop integration +- `include/Base_Session.h` - Base session GenAI members + +### Tests + +- `test/tap/tests/genai_module-t.cpp` - Admin commands and variables +- `test/tap/tests/genai_embedding_rerank-t.cpp` - Basic embedding/reranking +- `test/tap/tests/genai_async-t.cpp` - Async architecture tests + +## License + +Same as ProxySQL - See LICENSE file for details. + +## Contributing + +For contributions and issues: +- GitHub: https://github.com/sysown/proxysql +- Branch: `v3.1-vec_genAI_module` + +--- + +*Last Updated: 2025-01-10* +*Module Version: 0.1.0* From 33a87c66a7dcccfd00201ac78276b8d54def24e9 Mon Sep 17 00:00:00 2001 From: Rene Cannao Date: Sat, 10 Jan 2026 22:06:21 +0000 Subject: [PATCH 25/26] Fix critical issues identified by gemini-code-assist This commit addresses critical issues identified in the code review: 1. Fix non-blocking read handling: - lib/GenAI_Thread.cpp (listener_loop): Properly handle EAGAIN/EWOULDBLOCK - Return early on EAGAIN/EWOULDBLOCK instead of closing connection - Handle EOF (n==0) separately from errors (n<0) - lib/MySQL_Session.cpp (handle_genai_response): Properly handle EAGAIN/EWOULDBLOCK - Return early on EAGAIN/EWOULDBLOCK instead of cleaning up request - Use goto for cleaner control flow 2. Refactor JSON building/parsing to use nlohmann/json: - lib/GenAI_Thread.cpp (call_llama_batch_embedding): - Replace manual stringstream JSON building with nlohmann/json - Replace fragile string-based parsing with nlohmann/json::parse() - Support multiple response formats (results, data, embeddings) - Add proper error handling with try/catch - lib/GenAI_Thread.cpp (call_llama_rerank): - Replace manual stringstream JSON building with nlohmann/json - Replace fragile string-based parsing with nlohmann/json::parse() - Support multiple response formats and field names - Add proper error handling with try/catch These changes: - Fix potential connection drops due to incorrect EAGAIN handling - Improve security and robustness of JSON handling - Reduce code complexity and improve maintainability - Add support for multiple API response formats --- lib/GenAI_Thread.cpp | 334 +++++++++++++++--------------------------- lib/MySQL_Session.cpp | 36 +++-- 2 files changed, 138 insertions(+), 232 deletions(-) diff --git a/lib/GenAI_Thread.cpp b/lib/GenAI_Thread.cpp index 778a23ce81..3b426382c1 100644 --- a/lib/GenAI_Thread.cpp +++ b/lib/GenAI_Thread.cpp @@ -521,32 +521,10 @@ GenAI_EmbeddingResult GenAI_Threads_Handler::call_llama_batch_embedding(const st return result; } - // Build JSON request - std::stringstream json; - json << "{\"input\":["; - - for (size_t i = 0; i < texts.size(); i++) { - if (i > 0) json << ","; - json << "\""; - - // Escape JSON special characters - for (char c : texts[i]) { - switch (c) { - case '"': json << "\\\""; break; - case '\\': json << "\\\\"; break; - case '\n': json << "\\n"; break; - case '\r': json << "\\r"; break; - case '\t': json << "\\t"; break; - default: json << c; break; - } - } - - json << "\""; - } - - json << "]}"; - - std::string json_str = json.str(); + // Build JSON request using nlohmann/json + json payload; + payload["input"] = texts; + std::string json_str = payload.dump(); // Configure curl curl_easy_setopt(curl, CURLOPT_URL, variables.genai_embedding_uri); @@ -571,80 +549,57 @@ GenAI_EmbeddingResult GenAI_Threads_Handler::call_llama_batch_embedding(const st proxy_error("curl_easy_perform() failed: %s\n", curl_easy_strerror(res)); status_variables.failed_requests++; } else { - // Parse JSON response to extract embeddings - std::vector> all_embeddings; - - size_t pos = 0; - while ((pos = response_data.find("\"embedding\":", pos)) != std::string::npos) { - size_t array_start = response_data.find("[", pos); - if (array_start == std::string::npos) break; - - size_t inner_start = array_start + 1; - if (inner_start >= response_data.size() || response_data[inner_start] != '[') { - inner_start = array_start; - } - - size_t array_end = inner_start; - int bracket_count = 0; - bool in_array = false; - - for (size_t i = inner_start; i < response_data.size(); i++) { - if (response_data[i] == '[') { - bracket_count++; - in_array = true; - } else if (response_data[i] == ']') { - bracket_count--; - if (bracket_count == 0 && in_array) { - array_end = i; - break; + // Parse JSON response using nlohmann/json + try { + json response_json = json::parse(response_data); + + std::vector> all_embeddings; + + // Handle different response formats + if (response_json.contains("results") && response_json["results"].is_array()) { + // Format: {"results": [{"embedding": [...]}, ...]} + for (const auto& result_item : response_json["results"]) { + if (result_item.contains("embedding") && result_item["embedding"].is_array()) { + std::vector embedding = result_item["embedding"].get>(); + all_embeddings.push_back(std::move(embedding)); } } - } - - std::string array_str = response_data.substr(inner_start + 1, array_end - inner_start - 1); - std::vector embedding; - std::stringstream ss(array_str); - std::string token; - - while (std::getline(ss, token, ',')) { - token.erase(0, token.find_first_not_of(" \t\n\r")); - token.erase(token.find_last_not_of(" \t\n\r") + 1); - - if (token == "null" || token.empty()) { - continue; - } - - try { - float val = std::stof(token); - embedding.push_back(val); - } catch (...) { - // Skip invalid values + } else if (response_json.contains("data") && response_json["data"].is_array()) { + // Format: {"data": [{"embedding": [...]}]} + for (const auto& item : response_json["data"]) { + if (item.contains("embedding") && item["embedding"].is_array()) { + std::vector embedding = item["embedding"].get>(); + all_embeddings.push_back(std::move(embedding)); + } } + } else if (response_json.contains("embeddings") && response_json["embeddings"].is_array()) { + // Format: {"embeddings": [[...], ...]} + all_embeddings = response_json["embeddings"].get>>(); } - if (!embedding.empty()) { - all_embeddings.push_back(std::move(embedding)); - } - - pos = array_end + 1; - } + // Convert to contiguous array + if (!all_embeddings.empty()) { + result.count = all_embeddings.size(); + result.embedding_size = all_embeddings[0].size(); - // Convert to contiguous array - if (!all_embeddings.empty()) { - result.count = all_embeddings.size(); - result.embedding_size = all_embeddings[0].size(); + size_t total_floats = result.embedding_size * result.count; + result.data = new float[total_floats]; - size_t total_floats = result.embedding_size * result.count; - result.data = new float[total_floats]; + for (size_t i = 0; i < all_embeddings.size(); i++) { + size_t offset = i * result.embedding_size; + const auto& emb = all_embeddings[i]; + std::copy(emb.begin(), emb.end(), result.data + offset); + } - for (size_t i = 0; i < all_embeddings.size(); i++) { - size_t offset = i * result.embedding_size; - const auto& emb = all_embeddings[i]; - std::copy(emb.begin(), emb.end(), result.data + offset); + status_variables.completed_requests++; + } else { + status_variables.failed_requests++; } - - status_variables.completed_requests++; - } else { + } catch (const json::parse_error& e) { + proxy_error("Failed to parse embedding response JSON: %s\n", e.what()); + status_variables.failed_requests++; + } catch (const std::exception& e) { + proxy_error("Error processing embedding response: %s\n", e.what()); status_variables.failed_requests++; } } @@ -717,44 +672,11 @@ GenAI_RerankResultArray GenAI_Threads_Handler::call_llama_rerank(const std::stri return result; } - // Build JSON request - std::stringstream json; - json << "{\"query\":\""; - - for (char c : query) { - switch (c) { - case '"': json << "\\\""; break; - case '\\': json << "\\\\"; break; - case '\n': json << "\\n"; break; - case '\r': json << "\\r"; break; - case '\t': json << "\\t"; break; - default: json << c; break; - } - } - - json << "\",\"documents\":["; - - for (size_t i = 0; i < texts.size(); i++) { - if (i > 0) json << ","; - json << "\""; - - for (char c : texts[i]) { - switch (c) { - case '"': json << "\\\""; break; - case '\\': json << "\\\\"; break; - case '\n': json << "\\n"; break; - case '\r': json << "\\r"; break; - case '\t': json << "\\t"; break; - default: json << c; break; - } - } - - json << "\""; - } - - json << "]}"; - - std::string json_str = json.str(); + // Build JSON request using nlohmann/json + json payload; + payload["query"] = query; + payload["documents"] = texts; + std::string json_str = payload.dump(); // Configure curl curl_easy_setopt(curl, CURLOPT_URL, variables.genai_rerank_uri); @@ -776,100 +698,62 @@ GenAI_RerankResultArray GenAI_Threads_Handler::call_llama_rerank(const std::stri proxy_error("curl_easy_perform() failed: %s\n", curl_easy_strerror(res)); status_variables.failed_requests++; } else { - size_t results_pos = response_data.find("\"results\":"); - if (results_pos != std::string::npos) { - size_t array_start = response_data.find("[", results_pos); - if (array_start != std::string::npos) { - size_t array_end = array_start; - int bracket_count = 0; - bool in_array = false; - - for (size_t i = array_start; i < response_data.size(); i++) { - if (response_data[i] == '[') { - bracket_count++; - in_array = true; - } else if (response_data[i] == ']') { - bracket_count--; - if (bracket_count == 0 && in_array) { - array_end = i; - break; - } + // Parse JSON response using nlohmann/json + try { + json response_json = json::parse(response_data); + + std::vector results; + + // Handle different response formats + if (response_json.contains("results") && response_json["results"].is_array()) { + // Format: {"results": [{"index": 0, "relevance_score": 0.95}, ...]} + for (const auto& result_item : response_json["results"]) { + GenAI_RerankResult r; + r.index = result_item.value("index", 0); + // Support both "relevance_score" and "score" field names + if (result_item.contains("relevance_score")) { + r.score = result_item.value("relevance_score", 0.0f); + } else { + r.score = result_item.value("score", 0.0f); } + results.push_back(r); } - - std::string array_str = response_data.substr(array_start + 1, array_end - array_start - 1); - std::vector results; - - size_t pos = 0; - while (pos < array_str.size()) { - size_t index_pos = array_str.find("\"index\":", pos); - if (index_pos == std::string::npos) break; - - size_t num_start = index_pos + 8; - while (num_start < array_str.size() && - (array_str[num_start] == ' ' || array_str[num_start] == '\t')) { - num_start++; - } - - size_t num_end = num_start; - while (num_end < array_str.size() && - (isdigit(array_str[num_end]) || array_str[num_end] == '-')) { - num_end++; - } - - uint32_t index = 0; - if (num_start < num_end) { - try { - index = std::stoul(array_str.substr(num_start, num_end - num_start)); - } catch (...) {} - } - - size_t score_pos = array_str.find("\"relevance_score\":", index_pos); - if (score_pos == std::string::npos) break; - - size_t score_start = score_pos + 18; - while (score_start < array_str.size() && - (array_str[score_start] == ' ' || array_str[score_start] == '\t')) { - score_start++; - } - - size_t score_end = score_start; - while (score_end < array_str.size() && - (isdigit(array_str[score_end]) || - array_str[score_end] == '.' || - array_str[score_end] == '-' || - array_str[score_end] == 'e' || - array_str[score_end] == 'E')) { - score_end++; - } - - float score = 0.0f; - if (score_start < score_end) { - try { - score = std::stof(array_str.substr(score_start, score_end - score_start)); - } catch (...) {} + } else if (response_json.contains("data") && response_json["data"].is_array()) { + // Alternative format: {"data": [...]} + for (const auto& result_item : response_json["data"]) { + GenAI_RerankResult r; + r.index = result_item.value("index", 0); + // Support both "relevance_score" and "score" field names + if (result_item.contains("relevance_score")) { + r.score = result_item.value("relevance_score", 0.0f); + } else { + r.score = result_item.value("score", 0.0f); } - - results.push_back({index, score}); - pos = score_end + 1; + results.push_back(r); } + } - if (!results.empty() && top_n > 0) { - size_t count = std::min(static_cast(top_n), results.size()); - result.count = count; - result.data = new GenAI_RerankResult[count]; - std::copy(results.begin(), results.begin() + count, result.data); - } else { - result.count = results.size(); - result.data = new GenAI_RerankResult[results.size()]; - std::copy(results.begin(), results.end(), result.data); - } + // Apply top_n limit if specified + if (!results.empty() && top_n > 0 && top_n < results.size()) { + result.count = top_n; + result.data = new GenAI_RerankResult[top_n]; + std::copy(results.begin(), results.begin() + top_n, result.data); + } else if (!results.empty()) { + result.count = results.size(); + result.data = new GenAI_RerankResult[results.size()]; + std::copy(results.begin(), results.end(), result.data); + } + if (!results.empty()) { status_variables.completed_requests++; } else { status_variables.failed_requests++; } - } else { + } catch (const json::parse_error& e) { + proxy_error("Failed to parse rerank response JSON: %s\n", e.what()); + status_variables.failed_requests++; + } catch (const std::exception& e) { + proxy_error("Error processing rerank response: %s\n", e.what()); status_variables.failed_requests++; } } @@ -985,13 +869,25 @@ void GenAI_Threads_Handler::listener_loop() { GenAI_RequestHeader header; ssize_t n = read(client_fd, &header, sizeof(header)); - if (n <= 0) { - // Client disconnected or error - if (n < 0 && errno != EAGAIN && errno != EWOULDBLOCK) { - proxy_error("GenAI: Error reading from client fd %d: %s\n", - client_fd, strerror(errno)); + if (n < 0) { + // Check for non-blocking read - not an error, just no data yet + if (errno == EAGAIN || errno == EWOULDBLOCK) { + continue; } - // Remove from epoll + // Real error - log and close connection + proxy_error("GenAI: Error reading from client fd %d: %s\n", + client_fd, strerror(errno)); + epoll_ctl(epoll_fd_, EPOLL_CTL_DEL, client_fd, nullptr); + close(client_fd); + { + std::lock_guard lock(clients_mutex_); + client_fds_.erase(client_fd); + } + continue; + } + + if (n == 0) { + // Client disconnected (EOF) epoll_ctl(epoll_fd_, EPOLL_CTL_DEL, client_fd, nullptr); close(client_fd); { diff --git a/lib/MySQL_Session.cpp b/lib/MySQL_Session.cpp index ac253d67dc..e7c270614c 100644 --- a/lib/MySQL_Session.cpp +++ b/lib/MySQL_Session.cpp @@ -3972,22 +3972,32 @@ void MySQL_Session::handler___status_WAITING_CLIENT_DATA___STATE_SLEEP___handle_ GenAI_ResponseHeader resp; ssize_t n = read(fd, &resp, sizeof(resp)); - if (n <= 0) { - // Connection closed or error - if (n < 0) { - proxy_error("GenAI: Error reading response header from fd %d: %s\n", - fd, strerror(errno)); - } - // Find and cleanup the pending request - for (auto& pair : pending_genai_requests_) { - if (pair.second.client_fd == fd) { - genai_cleanup_request(pair.first); - break; - } + if (n < 0) { + // Check for non-blocking read - not an error, just no data yet + if (errno == EAGAIN || errno == EWOULDBLOCK) { + return; } - return; + // Real error - log and cleanup + proxy_error("GenAI: Error reading response header from fd %d: %s\n", + fd, strerror(errno)); + } else if (n == 0) { + // Connection closed (EOF) - cleanup + } else { + // Successfully read header, continue processing + goto process_response; } + // Cleanup path for error or EOF + for (auto& pair : pending_genai_requests_) { + if (pair.second.client_fd == fd) { + genai_cleanup_request(pair.first); + break; + } + } + return; + +process_response: + if (n != sizeof(resp)) { proxy_error("GenAI: Incomplete response header from fd %d: got %zd, expected %zu\n", fd, n, sizeof(resp)); From de3fd05a5a5a30f901c8e83f9b07d062698e7791 Mon Sep 17 00:00:00 2001 From: Rene Cannao Date: Sun, 11 Jan 2026 00:25:37 +0000 Subject: [PATCH 26/26] Reverted change to test/tap/tests/.env --- test/tap/tests/.env | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/test/tap/tests/.env b/test/tap/tests/.env index 8db33b0320..3e4e264904 100644 --- a/test/tap/tests/.env +++ b/test/tap/tests/.env @@ -3,5 +3,5 @@ TAP_ENV_VAR1=.env # suppress env load messages TAP_QUIET_ENVLOAD=1 # override the default for this PR -TAP_USERNAME=root -TAP_PASSWORD=root +TAP_USERNAME=testuser +TAP_PASSWORD=testuser

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