o "i! @sPdZddlmZmZmZmZmZmZddlm Z ddl m Z Gddde Z dS)z] Audit Log Model Tracks all important operations in the system for security and compliance. )ColumnIntegerStringTextDateTimeJSON)func)Basec@sJeZdZdZdZddiZeedddZeeddddZ eeddd dZ ee d d dd dZ ee d d dd dZ eedddZee dddZeeddZee dddZeeddZeeddZeeddZeeddZeeddZeeddZeeddZeeddZeedded ddZeeddeed Z d!d"Z!d#S)$AuditLogz Audit log for tracking user actions and system events. Stores comprehensive information about: - User actions (create, read, update, delete, execute) - API requests and responses - Security events - Configuration changes audit_logsschemapublicT) primary_keyindexz(Tenant ID (null for platform operations))nullablercommentz User ID who performed the action2FzAAction type: create, read, update, delete, execute, login, logoutz8Resource type: agent, knowledge_base, user, tenant, etc.zID of the affected resource)rr z*HTTP method: GET, POST, PUT, DELETE, PATCH)rz Request path-zClient IP addresszUser agent stringzRequest parameters (sanitized)zHTTP response status codezError message if request failedz Request duration in millisecondszRequest payload size in byteszResponse payload size in bytesz-Total bandwidth (request + response) in bytes)timezone)server_defaultrr)ronupdatec Cs&d|jd|jd|jd|jd S)Nz )idaction resource_typeuser_id)selfrs