[
    {
        "_index": "avap-docs-test-v4-qwen",
        "_id": "ed16976c-d302-5c34-804a-789945f280ef",
        "_source": {
            "text": "subtotal = 150.50\niva = subtotal * 0.21\ntotal = subtotal + iva\naddResult(total)",
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            "addResult": true,
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    },
    {
        "_index": "avap-docs-test-v4-qwen",
        "_id": "ae33cc60-b836-528f-a962-01ae943e64af",
        "_source": {
            "text": "datos_cliente = \"datos\"\naddVar(clave, \"cliente_vip\")\nAddvariableToJSON(clave, datos_cliente, mi_json_final)\naddResult(mi_json_final)",
            "embedding": [
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            "filename": "construccion_dinamica_de_objeto.avap",
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    {
        "_index": "avap-docs-test-v4-qwen",
        "_id": "f875dc6a-e89d-5865-af3c-dd9e168b603d",
        "_source": {
            "text": "addParam(\"userrype\", user_type)\naddParam(\"sells\", compras)\nif(None, None, \" user_type == 'VIP' or compras > 100\")\n    addVar(descuento, 0.20)\nend()\naddResult(descuento)",
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        "_index": "avap-docs-test-v4-qwen",
        "_id": "ef32cb07-4165-5725-a834-020118434b5a",
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            "text": "addVar(mensaje, \"Hola mundo desde AVAP\")\naddResult(mensaje)",
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            "end_index": 59,
            "token_count": 17,
            "file_type": "avap_code",
            "filename": "hola_mundo.avap",
            "addResult": true,
            "addVar": true
        }
    },
    {
        "_index": "avap-docs-test-v4-qwen",
        "_id": "ebd1af27-7ef4-52df-97d1-7a90bd63859a",
        "_source": {
            "text": " function es_valido(token){\n    response = False\n    if(token, \"SECRET\", \"=\")\n        response = True\n    end()\n    return(response)\n    }\nautorizado = es_valido(\"SECRET\")\naddResult(autorizado)",
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            "end_index": 193,
            "token_count": 49,
            "file_type": "avap_code",
            "filename": "funcion_validacion_acceso.avap",
            "addResult": true,
            "assignment": true,
            "function": true,
            "if": true,
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        }
    },
    {
        "_index": "avap-docs-test-v4-qwen",
        "_id": "336a1d92-5382-51ef-ab1a-488b2ee8a55a",
        "_source": {
            "text": "encontrado = False\nstartLoop(i, 1, 10)\n    if(i, 5, \"==\")\n        encontrado = True\n        i = 11 \n    end()\nendLoop()\naddResult(encontrado)",
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            "token_count": 50,
            "file_type": "avap_code",
            "filename": "salida_bucle_correcta.avap",
            "addResult": true,
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    {
        "_index": "avap-docs-test-v4-qwen",
        "_id": "50f96f5f-8668-5b74-bcd6-4678f6e2d87c",
        "_source": {
            "text": "addParam(\"page\", p)\naddParam(\"size\", s)\nregistros = [\"u1\", \"u2\", \"u3\", \"u4\", \"u5\", \"u6\"]\noffset = int(p) * int(s)\nlimite = offset + int(s)\ncontador = 0\naddResult(offset)\naddResult(limite)\nstartLoop(i, 2, limite)\n    actual = registros[int(i)]\n    titulo = \"reg_%s\" % i\n    AddvariableToJSON(titulo, actual, pagina_json)\nendLoop()\naddResult(pagina_json)",
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            "text": "getDateTime(\"\", 86400, \"UTC\", expira)\naddResult(expira)",
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            "text": "addVar(code, 200)\naddVar(status, \"Success\")\naddResult(code)\naddResult(status)",
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            "filename": "respuesta_multiple.avap",
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    {
        "_index": "avap-docs-test-v4-qwen",
        "_id": "60b01743-f9ac-5512-a4cd-8064ceccdf0f",
        "_source": {
            "text": "startLoop(i,1,10)\n        item = \"item_%s\" % i\n        AddvariableToJSON(item,'valor_generado',mi_json)\nendLoop()\naddResult(mi_json)\n\n",
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            "start_index": 0,
            "end_index": 134,
            "token_count": 42,
            "file_type": "avap_code",
            "filename": "bucle_1_10.avap",
            "addResult": true,
            "assignment": true,
            "call": true,
            "startLoop": true
        }
    },
    {
        "_index": "avap-docs-test-v4-qwen",
        "_id": "0145f711-8fd4-51d9-bc75-bd789eb7fc7e",
        "_source": {
            "text": "encodeSHA256(\"payload_data\", checksum)\naddResult(checksum)",
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            "start_index": 0,
            "end_index": 58,
            "token_count": 16,
            "file_type": "avap_code",
            "filename": "hash_SHA256_para_integridad.avap",
            "addResult": true,
            "crypto_ops": true
        }
    },
    {
        "_index": "avap-docs-test-v4-qwen",
        "_id": "58d43ea3-1e84-5501-80f1-0a64af827138",
        "_source": {
            "text": "addParam(\"rol\", r)\nacceso = False\n\nif(None, None, \"r == 'admin' or r == 'editor' or r == 'root'\")\n    acceso = True\nend()\n\naddResult(acceso)",
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            "end_index": 56,
            "token_count": 23,
            "file_type": "avap_code",
            "filename": "referencia_por_valor.avap",
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    },
    {
        "_index": "avap-docs-test-v4-qwen",
        "_id": "9d127d58-80a5-5fa9-b961-d19f5c0797da",
        "_source": {
            "text": "registros = ['1','2','3']\ngetListLen(registros, total)\ncontador = 0\nstartLoop(idx, 0, 2)\n    actual = registros[int(idx)]\nendLoop()\naddResult(actual)",
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            "token_count": 46,
            "file_type": "avap_code",
            "filename": "bucle_longitud_de_datos.avap",
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    },
    {
        "_index": "avap-docs-test-v4-qwen",
        "_id": "a02bccdf-6731-5f64-9d24-46b7275b9a11",
        "_source": {
            "text": "addParam(\"emails\", emails)\ngetQueryParamList(\"lista_correos\", lista_correos)\naddResult(lista_correos)",
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            "file_type": "avap_code",
            "filename": "captura_de_listas_multiples.avap",
            "addParam": true,
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            "getQueryParamList": true
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    },
    {
        "_index": "avap-docs-test-v4-qwen",
        "_id": "74bb6ffe-dd85-55b0-9f18-22c94da2df90",
        "_source": {
            "text": "addParam(\"lang\", l)\nif(l, \"es\", \"=\")\n    addVar(msg, \"Hola\")\nend()\naddResult(msg)",
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    {
        "_index": "avap-docs-test-v4-qwen",
        "_id": "05cd4343-b8f1-5aee-8711-c55f6cc87a1d",
        "_source": {
            "text": "addParam(\"sal_par\",saldo)\nif(saldo, 0, \">\")\n    permitir = True\nelse()\n    permitir = False\nend()\naddResult(permitir)",
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            "text": "### Prefacio Arquitectónico\n\n**AVAP (Advanced Virtual API Programming) es un DSL (Domain-Specific Language) Turing Completo, diseñado arquitectónicamente para la orquestación segura, concurrente y determinista de microservicios e I/O.** No es un lenguaje de propósito general; su motor híbrido y su gramática estricta están optimizados para el procesamiento rápido de transacciones HTTP, la manipulación de datos en memoria y la persistencia, minimizando los efectos secundarios no deseados.\n\n---\n\n# Especificación Técnica Consolidada del Lenguaje AVAP (LRM)\n\nEste documento unifica la arquitectura de memoria, estructuras de control, modularidad, concurrencia asíncrona y la gramática formal (BNF) del lenguaje AVAP. Actúa como la única fuente de verdad (Single Source of Truth) para la implementación del parser, el motor de ejecución y la indexación del sistema RAG.\n\n---\n\n## SECCIÓN I: Arquitectura, Memoria y Fundamentos Estructurales\n\nEsta sección sienta las bases de cómo AVAP gestiona la lógica de los servicios y la manipulación de datos en memoria. A diferencia de los lenguajes interpretados convencionales, AVAP utiliza un motor de evaluación híbrida que permite combinar comandos declarativos con expresiones dinámicas.\n\n### 1.1 Estructura de Archivo y Terminación de Sentencias\nAVAP es un lenguaje **estrictamente orientado a líneas**. Esta decisión de diseño garantiza que el analizador sintáctico (parser) sea extremadamente rápido y determinista, evitando la ambigüedad que sufren lenguajes que permiten declaraciones en múltiples líneas.\n* Cada instrucción lógica (`statement`) debe completarse en una única línea física de texto.\n* El motor reconoce el salto de línea o retorno de carro (`<EOL>`) como el terminador absoluto de la instrucción.\n* No se admite la partición de una instrucción, obligando al programador a escribir un código secuencial, limpio y fácil de depurar.\n\n### 1.2 Registro de Endpoints (registerEndpoint)\nEl comando `registerEndpoint` es la unidad atómica de configuración en AVAP. Actúa como el puente crítico entre la red externa (HTTP) y el código interno.\n* **Mecánica:** Define la ruta URL, el método HTTP permitido (ej. `GET`, `POST`), y la función de entrada principal (Handler).\n* **Seguridad:** El servidor AVAP rechazará automáticamente (con un Error 405) cualquier petición que no coincida con el método especificado.\n* **Middlewares:** Permite inyectar una lista de funciones previas para validar tokens antes de ejecutar el bloque principal.\n\n### 1.3 Asignación Dinámica y Referencias (addVar)\nAVAP permite una sintaxis de asignación directa mediante el símbolo `=`, otorgando flexibilidad bajo un estricto control de contexto.\n* **Evaluación en tiempo real:** Cuando el intérprete lee `variable = expresión`, resuelve cualquier operación matemática o lógica utilizando el motor de evaluación subyacente.\n* **El operador de desreferenciación (`$`):** Cuando se utiliza el comando nativo `addVar(copia, $original)`, el prefijo `$` indica al motor que debe buscar en la tabla de símbolos la variable llamada \"original\" y extraer su valor.\n* **Semántica de addVar:** El comando acepta `addVar(valor, variable)` o `addVar(variable, valor)`. Si ambos argumentos son identificadores, el valor del segundo se asigna al primero. No está permitido usar dos literales como argumentos.\n\n### Especificación BNF (Sección I)\n\n\n\n<program>          ::= ( <line> | <block_comment> )*\n<line>             ::= [ <statement> ] [ <line_comment> | <doc_comment> ] <EOL>\n                     | ( <line_comment> | <doc_comment> ) <EOL>\n<EOL>              ::= /* Retorno de carro / Salto de línea (\\n o \\r\\n) */\n\n<statement>        ::= <assignment>\n                     | <method_call_stmt>\n                     | <function_call_stmt>\n                     | <function_decl>\n                     | <return_stmt>\n                     | <system_command>\n                     | <io_command>\n                     | <control_flow>\n                     | <async_command>\n                     | <connector_cmd>\n                     | <db_command>\n                     | <http_command>\n                     | <util_command>\n                     | <modularity_cmd>\n\n<assignment>       ::= <identifier> \"=\" <expression>\n\n/* Llamada a función global (sin receptor de objeto) */\n<function_call_stmt> ::= <identifier> \"(\" [<argument_list>] \")\"\n\n/* Llamada a método sobre un objeto conector (con receptor) */\n<method_call_stmt> ::= <identifier> \"=\" <identifier> \".\" <identifier> \"(\" [<argument_list>] \")\"\n\n<system_command>   ::= <register_cmd> | <addvar_cmd>\n<register_cmd>     ::= \"registerEndpoint(\" <stringliteral> \",\" <stringliteral> \",\" <list_display> \",\" <stringliteral> \",\" <identifier> \",\" <identifier> \")\"\n/* addVar asigna un valor a una variable. Acepta (valor, variable) o (variable, valor).\n   Si ambos argumentos son identificadores, el valor del segundo se asigna al primero.\n   No está permitido pasar dos literales como argumentos. */\n<addvar_cmd>       ::= \"addVar(\" <addvar_arg> \",\" <addvar_arg> \")\"\n<addvar_arg>       ::= <identifier> | <literal> | \"$\" <identifier>\n/* Restricción semántica: al menos uno de los dos <addvar_arg> debe ser <identifier> */\n\n<identifier>       ::= [a-zA-Z_] [a-zA-Z0-9_]*\n\n/* Variables de sistema reservadas — accesibles y asignables desde cualquier scope:\n   _status  — código HTTP de respuesta (ej. addVar(_status, 401) o _status = 404) */\n<system_variable>  ::= \"_status\"",
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            "text": "\n\n---\n\n## SECCIÓN II: Gestión de Entrada y Salida (I/O)\n\nEsta sección describe los mecanismos que AVAP utiliza para la ingesta de datos externos, la validación de la integridad de los parámetros y la construcción del paquete de respuesta HTTP. AVAP no posee comandos de impresión interna (como `print`); toda salida de datos se realiza a través de la interfaz HTTP.\n\n### 2.1 Captura Inteligente de Parámetros (addParam)\nEl comando `addParam(parametro, destino)` inspecciona la petición HTTP en un orden jerárquico estricto: primero en la URL (Query arguments), luego en el JSON Body, y finalmente en el Form Data. Si el parámetro solicitado no existe, la variable de destino se inicializa como `None`.\n\n### 2.2 Validación y Colecciones (getListLen / getQueryParamList)\n* **`getListLen(fuente, destino)`**: Actúa como un inspector de volumen. Cuenta cuántos elementos hay en una lista o cadena.\n* **`getQueryParamList(parametro, lista_destino)`**: Empaqueta automáticamente múltiples ocurrencias de un parámetro de URL (ej. `?filtro=A&filtro=B`) en una única estructura de lista.\n\n### 2.3 Construcción de Respuesta (addResult y _status)\nEl comando `addResult(variable)` es el encargado de registrar qué variables formarán parte del cuerpo JSON de la respuesta final. La variable de sistema `_status` permite definir explícitamente el código HTTP de salida tanto mediante asignación directa (`_status = 404`) como mediante `addVar(_status, 401)`.\n\n### Especificación BNF (Sección II)\n\n\n\n<io_command>       ::= <addparam_cmd> | <getlistlen_cmd> | <addresult_cmd> | <getparamlist_cmd>\n<addparam_cmd>     ::= \"addParam(\" <stringliteral> \",\" <identifier> \")\"\n<getlistlen_cmd>   ::= \"getListLen(\" <identifier> \",\" <identifier> \")\"\n<getparamlist_cmd> ::= \"getQueryParamList(\" <stringliteral> \",\" <identifier> \")\"\n<addresult_cmd>    ::= \"addResult(\" <identifier> \")\"",
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            "text": "\n\n---\n\n## SECCIÓN III: Lógica de Control y Estructuras de Decisión\n\nAVAP utiliza una gramática estructural mixta. Combina la fluidez de las palabras clave para abrir bloques funcionales con la seguridad matemática de cierres estrictos.\n\n### 3.1 El Bloque Condicional (if() / else() / end())\nLa estructura `if()` evalúa una expresión lógica o de comparación. Todo bloque condicional requiere un cierre explícito utilizando el comando `end()`.\n\nEl comando `if()` soporta dos modos de invocación:\n* **Modo 1 (comparación estructurada):** `if(variable, valor, comparador)` — evalúa la comparación entre variable y valor usando el operador indicado como string (ej. `\"==\"`, `\">\"`, `\"!=\"`). Los dos primeros argumentos deben ser identificadores simples o literales, nunca expresiones de acceso como `dict['clave']`. Si se necesita comparar un valor extraído de una estructura, debe asignarse primero a una variable.* **Modo 2 (expresión libre):** `if(None, None, expresion_compleja)` — evalúa directamente una expresión booleana compleja proporcionada como string encapsulado entre `.\n\n## SECCIÓN III: Lógica de Control y Estructuras de Decisión\n\nAVAP utiliza una gramática estructural mixta. Combina la fluidez de las palabras clave para abrir bloques funcionales con la seguridad matemática de cierres estrictos.\n\n### 3.1 El Bloque Condicional (if() / else() / end())\nEl comando `if()` gestiona la lógica condicional mediante dos modos de invocación estrictamente diferenciados. Es imperativo respetar los delimitadores y la posición de los argumentos.\n\n#### Modo 1: Comparación Estructurada (Atómica)\nSe utiliza para comparaciones directas entre dos valores simples.\n* **Sintaxis:** `if(átomo_1, átomo_2, \"operador\")`\n* **Argumentos 1 y 2:** Deben ser identificadores simples (variables) o literales (strings/números). **No se permite el uso de `None` en este modo.**\n* **Argumento 3:** El operador de comparación debe ir obligatoriamente entre **comillas dobles** (`\"==\"`, `\"!=\"`, `\">\"`, `\"<\"`, `\">=\"`, `\"<=\"`).\n* **Restricción:** No se permiten expresiones de acceso (ej. `data.user` o `list[0]`). Estos valores deben asignarse previamente a una variable.\n* **Ejemplo correcto:** `if(reintentos, 5, \"<\")`\n\n#### Modo 2: Expresión Libre (Evaluación Compleja)\nSe utiliza para evaluar expresiones lógicas que no encajan en la estructura atómica.\n* **Sintaxis:** `if(None, None, `expresión_compleja`)`\n* **Argumentos 1 y 2:** Deben ser literalmente la palabra `None` (sin comillas).\n* **Argumento 3:** La expresión completa **debe** estar encapsulada entre **acentos graves (backticks)**. Esto permite incluir lógica interna, operadores `and/or` y accesos a estructuras de datos.\n* **Ejemplo correcto:** `if(None, None, `user.id > 10 and email.contains(\"@\")`)`\n\n---\n\n### Tabla de Validación para el Modelo\n\n\n\n| Entrada | Estado | Razón |\n| :--- | :--- | :--- |\n| `if(count, 10, \"==\")` | ✅ VÁLIDO | Modo 1: Átomos válidos y operador entre comillas. |\n| `if(None, None, `val > 0`)` | ✅ VÁLIDO | Modo 2: Uso correcto de `None` y backticks. |\n| `if(username, None, \"==\")` | ❌ ERROR | El Modo 1 prohíbe el uso de `None`. Debe usarse el Modo 2. |\n| `if(None, None, \"val > 0\")` | ❌ ERROR | El Modo 2 requiere backticks (`` ` ``), no comillas. |\n| `if(user.id, 10, \"==\")` | ❌ ERROR | El Modo 1 no permite expresiones de acceso (`.`). |\n",
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            "text": "\n### 3.2 Iteraciones Estrictas y Deterministas (startLoop / endLoop)\nPara garantizar el determinismo y evitar el colapso de memoria:\n* Los bucles se definen mediante `startLoop(contador, inicio, fin)`. Solo iteran basándose en índices numéricos finitos.\n* El bloque debe cerrarse obligatoriamente con `endLoop()`.\n* La forma de salir anticipadamente es invocando el comando global `return()`.\n\n### 3.3 Gestión de Errores en Tiempo de Ejecución (try() / exception() / end())\nDiseñada para proteger la estabilidad del servidor ante fallos de I/O.\n* Si ocurre un fallo del sistema dentro del bloque `try`, el flujo salta al bloque `exception(variable_error)`, poblando la variable con la traza para facilitar la recuperación del script.\n\n### Especificación BNF (Sección III)\n\n\n\n<control_flow>    ::= <if_stmt> | <loop_stmt> | <try_stmt>\n\n<if_stmt>         ::= \"if(\" <if_condition> \")\" <EOL>\n                        <block>\n                      [ \"else()\" <EOL> <block> ]\n                      \"end()\" <EOL>\n\n<if_condition>    ::= <if_structured> | <if_free_expression>\n\n<if_structured>   ::= \"if\" \"(\" <strict_atom> \",\" <strict_atom> \",\" <backtick_string> \")\"\n<if_free_expression> ::= \"if\" \"(\" \"None\" \",\" \"None\" \",\" <backtick_string> \")\"\n\n<strict_atom>     ::= <identifier> | <non_null_literal>\n<backtick_string> ::= \"`\" <text_content> \"`\"\n\n<identifier>      ::= [a-zA-Z_][a-zA-Z0-9_]*\n<non_null_literal>::= <number> | <string_literal_double_quotes> \n/* Nota: <non_null_literal> NO incluye la palabra \"None\" */\n\n<loop_stmt>       ::= \"startLoop(\" <identifier> \",\" <expression> \",\" <expression> \")\" <EOL>\n                        <block>\n                      \"endLoop()\" <EOL>\n\n<try_stmt>        ::= \"try()\" <EOL>\n                        <block>\n                      \"exception(\" <identifier> \")\" <EOL>\n                        <block>\n                      \"end()\" <EOL>\n\n<block>           ::= <line>*",
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            "text": "\n\n---\n\n## SECCIÓN IV: Concurrencia y Asincronía\n\nImplementa un sistema avanzado basado en hilos ligeros (gorutinas), permitiendo que el servidor procese operaciones de E/S largas sin bloquear el hilo principal.\n\n### 4.1 Comando Lanzador (go)\n* **Sintaxis:** `identificador = go nombre_funcion(parametros)`.\n* **Mecánica:** Crea un nuevo contexto de ejecución aislado. Devuelve un identificador único que debe guardarse para interactuar con el hilo posteriormente.\n\n### 4.2 Comando Sincronizador (gather)\n* **Sintaxis:** `resultado = gather(identificador, timeout)`.\n* **Mecánica:** Pausa el hilo principal esperando el resultado. Si se supera el `timeout` especificado, cancela la espera y devuelve `None`.\n\n### Especificación BNF (Sección IV)\n\n\n\n<async_command>   ::= <go_stmt> | <gather_stmt>\n<go_stmt>         ::= <identifier> \"=\" \"go\" <identifier> \"(\" [<argument_list>] \")\"\n<gather_stmt>     ::= <identifier> \"=\" \"gather(\" <identifier> [\",\" <expression>] \")\"",
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            "text": "\n\n---\n\n## SECCIÓN V: Conectores de Terceros, Peticiones HTTP y ORM Nativo\n\nAgrupa todas las capacidades de interconexión hacia el exterior, permitiendo consumir integraciones de terceros, APIs externas y administrar bases de datos relacionales sin drivers adicionales.\n\n### 5.1 Conectores de Terceros (avapConnector)\n\n`avapConnector` es el mecanismo de integración con servicios de terceros configurados en la plataforma AVAP. Un conector se registra previamente mediante un UUID único. Al instanciarlo, la variable se convierte en un **objeto proxy** que encapsula credenciales y contexto, exponiendo métodos dinámicos mediante notación de punto.\n\n**Patrón de uso:**\n\n\n// 1. Instanciar el conector usando su UUID\nbelvo_connector = avapConnector(\"20908e93260147acb2636967021fbf5d\")\n\n// 2. Invocar métodos dinámicos (resueltos en runtime)\ninstitutions = belvo_connector.list_institutions()\nbalances = belvo_connector.get_balances(link, account_id)\n\n// 3. Resultado tratable como variable estándar\naddResult(balances)",
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            "text": "\n\n### 5.2 Cliente HTTP Externo (RequestPost / RequestGet)\n\nPara evitar hilos bloqueados por latencia de red, AVAP exige un parámetro de **timeout** (en milisegundos). Si se supera, la variable destino recibe `None`.\n\n* **`RequestPost(url, querystring, headers, body, destino, timeout)`**: Ejecuta un POST almacenando la respuesta en `destino`.\n* **`RequestGet(url, querystring, headers, destino, timeout)`**: Ejecuta un GET omitiendo el cuerpo.\n\n### 5.3 Conector de Bases de Datos y ORM\n\nAVAP utiliza `avapConnector(\"TOKEN\")` para la hidratación segura de credenciales. Las operaciones se ejecutan sobre una tabla específica definida por el parámetro `tableName`.\n\n* **`ormCheckTable(tableName, varTarget)`**: Verifica la existencia de una tabla en la base de datos conectada.\n* **`ormCreateTable(fields, fieldsType, tableName, varTarget)`**: Comando DDL para creación de tablas.\n* **`ormAccessSelect(fields, tableName, selector, varTarget)`**: Recupera registros. `fields` acepta `*` o lista de campos. El `selector` es la cláusula WHERE (puede estar vacío). Devuelve una lista de diccionarios.\n* **`ormAccessInsert(fieldsValues, tableName, varTarget)`**: Inserción parametrizada de registros en la tabla `tableName`.\n* **`ormAccessUpdate(fields, fieldsValues, tableName, selector, varTarget)`**: Modifica registros existentes. El `selector` es obligatorio para delimitar el alcance del cambio en la tabla `tableName`.\n* **`ormDirect(sentencia, destino)`**: Ejecución de SQL crudo para consultas analíticas complejas.\n\n\n\n---\n\n### Especificación BNF (Sección V)\n\n\n\n/* Instanciación de conector de terceros y llamada a sus métodos dinámicos */\n<connector_cmd>        ::= <connector_instantiation> | <connector_method_call>\n<connector_instantiation> ::= <identifier> \"=\" \"avapConnector(\" <stringliteral> \")\"\n<connector_method_call>   ::= [ <identifier> \"=\" ] <identifier> \".\" <identifier> \"(\" [<argument_list>] \")\"\n\n/* Cliente HTTP con Timeout Obligatorio */\n<http_command>    ::= <req_post_cmd> | <req_get_cmd>\n<req_post_cmd>    ::= \"RequestPost(\" <expression> \",\" <expression> \",\" <expression> \",\" <expression> \",\" <identifier> \",\" <expression> \")\"\n<req_get_cmd>     ::= \"RequestGet(\" <expression> \",\" <expression> \",\" <expression> \",\" <identifier> \",\" <expression> \")\"\n\n/* ORM y Persistencia (Estandarizado con tableName) */\n<db_command>      ::= <orm_direct> | <orm_check> | <orm_create> | <orm_select> | <orm_insert> | <orm_update>\n<orm_direct>      ::= \"ormDirect(\" <expression> \",\" <identifier> \")\"\n<orm_check>       ::= \"ormCheckTable(\" <expression> \",\" <identifier> \")\"\n<orm_create>      ::= \"ormCreateTable(\" <expression> \",\" <expression> \",\" <expression> \",\" <identifier> \")\"\n\n/* ormAccessSelect(fields, tableName, selector, varTarget) */\n<orm_select>      ::= \"ormAccessSelect(\" <orm_fields> \",\" <expression> \",\" [<expression>] \",\" <identifier> \")\"\n<orm_fields>      ::= \"*\" | <expression>\n\n/* ormAccessInsert(fieldsValues, tableName, varTarget) */\n<orm_insert>      ::= \"ormAccessInsert(\" <expression> \",\" <expression> \",\" <identifier> \")\"\n\n/* ormAccessUpdate(fields, fieldsValues, tableName, selector, varTarget) */\n<orm_update>      ::= \"ormAccessUpdate(\" <expression> \",\" <expression> \",\" <expression> \",\" <expression> \",\" <identifier> \")\"",
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            "text": "\n\n> **Nota de implementación:** `<connector_instantiation>` se distingue de `<orm_connector_init>` (ORM) únicamente por contexto semántico: el UUID pasado como argumento determina si el adaptador resuelto es un ORM de base de datos o un proxy de terceros. La gramática los trata de forma idéntica; el motor de ejecución selecciona el adaptador apropiado en runtime.\n\n---\n\n# SECCIÓN VI: Utilidades, Criptografía y Manipulación de Datos\n\nAVAP incluye un set de comandos integrados de alto nivel para manipular tipos complejos (JSON y Listas), tiempos, textos y generar hashes.\n\n---\n\n## 6.1 Manipulación Nativa de Listas y Objetos JSON\n\nPara extraer y mutar estructuras complejas, AVAP provee comandos nativos específicos. En AVAP, las listas **no se instancian con literales de array**, sino que se construyen y recorren a través de un conjunto cerrado de comandos especializados:\n\n* **`variableToList(elemento, destino)`**: Fuerza a que una variable escalar se convierta en una estructura iterable de lista de un único elemento. Es el punto de entrada canónico para construir una lista desde cero a partir de un valor existente.\n\n* **`itemFromList(lista_origen, indice, destino)`**: Extrae de forma segura el elemento contenido en la posición `indice` (base 0) de una lista. Equivale a un acceso por índice controlado.\n\n* **`getListLen(lista, destino)`**: Calcula el número total de elementos contenidos en `lista` y almacena el resultado entero en `destino`. Imprescindible para construir bucles de recorrido seguro y para validar listas antes de acceder a sus índices. Se recomienda llamar siempre a `getListLen` antes de `itemFromList` para evitar accesos fuera de rango.\n\n* **`variableFromJSON(json_origen, clave, destino)`**: Parsea un objeto JSON en memoria y extrae el valor correspondiente a la `clave`, almacenándolo en `destino`. El acceso es directo por nombre de propiedad.\n\n* **`AddVariableToJSON(clave, valor, json_destino)`**: Inyecta dinámicamente una nueva propiedad dentro de un objeto JSON existente. Si la clave ya existe, su valor es sobreescrito.\n\n**Patrón de recorrido típico en AVAP:**\n\n\n\n// 1. Obtener longitud de la lista\ngetListLen(myList, len)\n\n// 2. Iterar con índice controlado\ni = 0\nwhile (i < len) {\n    itemFromList(myList, i, currentItem)\n    // ... procesar currentItem ...\n    i = i + 1\n}",
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            "text": "\n\n---\n\n## 6.2 Criptografía y Expresiones Regulares\n\n* **`encodeSHA256(origen, destino)`** y **`encodeMD5(origen, destino)`**: Funciones criptográficas que encriptan de forma irreversible un texto. Vitales para el almacenamiento seguro de contraseñas y la verificación de integridad de datos. SHA-256 produce un digest de 64 caracteres hexadecimales y ofrece mayor resistencia criptográfica que MD5 (32 caracteres); se recomienda SHA-256 para nuevos desarrollos.\n\n* **`getRegex(origen, patron, destino)`**: Aplica una Expresión Regular (`patron`) sobre la variable de origen, extrayendo la primera coincidencia exacta encontrada. El patrón sigue la sintaxis estándar compatible con Python `re`.\n\n---\n\n## 6.3 Transformación de Tiempo y Cadenas\n\n### Fechas y Timestamps\n\nAVAP provee tres comandos complementarios para cubrir todas las conversiones posibles entre representaciones de tiempo. Los tres soportan formatos de calendario en notación `strftime` de Python y cálculos con `TimeDelta` expresados en segundos (positivo para sumar, negativo para restar):\n\n\n\n| Comando | Entrada | Salida |\n|---|---|---|\n| `getTimeStamp(fecha_string, formato, timedelta, destino)` | String de fecha | Epoch (entero) |\n| `stampToDatetime(epoch, formato, timedelta, destino)` | Epoch (entero) | String de fecha |\n| `getDateTime(formato, timedelta, zona_horaria, destino)` | — (ahora mismo) | String de fecha |\n",
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            "text": "\n* **`getTimeStamp(fecha_string, formato, timedelta, destino)`**: Convierte un string de fecha legible a su valor Epoch (entero Unix). Útil para almacenar fechas y realizar cálculos aritméticos sobre ellas.\n\n* **`stampToDatetime(epoch, formato, timedelta, destino)`**: Convierte un valor Epoch a un string de fecha con el formato especificado. Útil para presentar timestamps almacenados de forma legible.\n\n* **`getDateTime(formato, timedelta, zona_horaria, destino)`**: Captura la fecha y hora actuales del sistema, aplica el ajuste `timedelta` y las convierte a la `zona_horaria` indicada antes de almacenar el resultado. Acepta cualquier zona horaria reconocida por la librería `pytz` de Python.\n\n### Cadenas de Texto\n\n* **`randomString(patron, longitud, destino)`**: Genera una cadena aleatoria de `longitud` caracteres cuyos símbolos están restringidos al conjunto definido por `patron` (expresión regular de caracteres). Útil para generar tokens de sesión, contraseñas temporales o identificadores únicos.\n\n* **`replace(origen, patron_busqueda, reemplazo, destino)`**: Localiza todas las ocurrencias de `patron_busqueda` dentro de `origen` y las sustituye por `reemplazo`, almacenando el resultado en `destino`. Facilita el saneamiento y normalización de datos de entrada antes de su procesamiento o almacenamiento.\n\n---\n\n## BNF — Gramática Formal de los Comandos de Utilidad\n\n\n\n<util_command>  ::= <json_list_cmd> | <crypto_cmd> | <regex_cmd>\n                  | <datetime_cmd> | <stamp_cmd> | <string_cmd> | <replace_cmd>\n\n/* Manipulación de listas y JSON */\n<json_list_cmd> ::= \"variableToList(\" <expression> \",\" <identifier> \")\"\n                  | \"itemFromList(\" <identifier> \",\" <expression> \",\" <identifier> \")\"\n                  | \"getListLen(\" <identifier> \",\" <identifier> \")\"\n                  | \"variableFromJSON(\" <identifier> \",\" <expression> \",\" <identifier> \")\"\n                  | \"AddVariableToJSON(\" <expression> \",\" <expression> \",\" <identifier> \")\"\n\n/* Criptografía */\n<crypto_cmd>    ::= \"encodeSHA256(\" <expression> \",\" <identifier> \")\"\n                  | \"encodeMD5(\" <expression> \",\" <identifier> \")\"\n\n/* Expresiones regulares */\n<regex_cmd>     ::= \"getRegex(\" <identifier> \",\" <expression> \",\" <identifier> \")\"\n\n/* Fecha/hora actual -> string */\n<datetime_cmd>  ::= \"getDateTime(\" <stringliteral> \",\" <expression> \",\" <stringliteral> \",\" <identifier> \")\"\n/*  Argumentos: formato_salida, timedelta, zona_horaria, destino */\n\n/* Conversiones epoch ↔ string */\n<stamp_cmd>     ::= \"stampToDatetime(\" <expression> \",\" <stringliteral> \",\" <expression> \",\" <identifier> \")\"\n/*  Argumentos: epoch_origen, formato, timedelta, destino */\n                  | \"getTimeStamp(\" <stringliteral> \",\" <stringliteral> \",\" <expression> \",\" <identifier> \")\"\n/*  Argumentos: fecha_string, formato_entrada, timedelta, destino */\n\n/* Cadenas */\n<string_cmd>    ::= \"randomString(\" <expression> \",\" <expression> \",\" <identifier> \")\"\n/*  Argumentos: patron, longitud, destino */\n\n<replace_cmd>   ::= \"replace(\" <identifier> \",\" <stringliteral> \",\" <stringliteral> \",\" <identifier> \")\"\n/*  Argumentos: origen, patron_busqueda, reemplazo, destino */",
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        "_id": "57463eeb-769d-51d5-86af-00a33fb4b228",
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            "text": "\n\n\n---\n\n## SECCIÓN VII: Arquitectura de Funciones y Ámbitos (Scopes)\n\nLas funciones son recintos herméticos de memoria. Al entrar en una función, AVAP crea un nuevo diccionario de variables locales aislado del contexto global.\nEl comando `return()` actúa como interruptor de flujo: inyecta el valor calculado al llamador, libera la memoria local, y si se usa dentro de un `startLoop`, rompe la iteración anticipadamente.\n\n### Especificación BNF (Sección VII)\n\n\n\n/* Nota: las funciones utilizan llaves {} como delimitadores de bloque por decisión\n   arquitectónica explícita, diferenciándose de las estructuras de control (if, loop, try)\n   que usan palabras clave de cierre (end(), endLoop()). Ambos patrones coexisten\n   en la gramática y el parser los distingue por el token de apertura. */\n<function_decl>   ::= \"function\" <identifier> \"(\" [<param_list>] \")\" \"{\" <EOL>\n                        <block>\n                      \"}\" <EOL>\n<param_list>      ::= <identifier> (\",\" <identifier>)*\n<return_stmt>     ::= \"return(\" [<expression>] \")\"",
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            "text": "\n\n---\n\n## SECCIÓN VIII: Modularidad e Inclusiones\n\n* **Inclusión Estática (`include`)**: Directiva de preprocesador que pega el contenido de un fichero físico en la línea actual.\n* **Librerías (`import`)**: Carga colecciones de funciones. Corchetes angulares (`import <math>`) para nativas, comillas (`import \"mis_utils\"`) para locales.\n\n### Especificación BNF (Sección VIII)\n\n\n\n<modularity_cmd>  ::= <include_stmt> | <import_stmt>\n<include_stmt>    ::= \"include\" \" \" <stringliteral>\n<import_stmt>     ::= \"import\" \" \" ( \"<\" <identifier> \">\" | <stringliteral> )",
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            "text": "\n\n---\n\n## SECCIÓN IX: Expresiones y Gramática Léxica Estricta\n\nEsta sección es el corazón matemático evaluador de AVAP. Define la jerarquía exacta (Precedencia) y provee soporte nativo para características avanzadas similares a Python.\n\n### 9.1 Cast de Tipos Explícito\nAVAP permite conversiones de tipos (Type Casting) en cualquier evaluación utilizando funciones constructoras estándar. Puedes transformar variables dinámicamente usando `int(var)`, `float(var)` o `str(var)`.\n\n### 9.2 Slicing y Comprensiones (Comprehensions)\n* **Slicing (Cortes):** Puedes extraer fragmentos de listas o strings utilizando la notación de dos puntos. Ejemplo: `mi_lista[1:4]` (extrae desde el índice 1 hasta el 3).\n* **Comprehensions:** AVAP soporta la construcción rápida de listas mediante iteradores en una sola línea, permitiendo filtrar y mapear colecciones enteras (ej. `[x * 2 for x in valores if x > 0]`).\n\n### 9.3 Análisis Léxico (Lexer) y Documentación\nAVAP cuenta con tres niveles de descarte de texto para anotaciones humanas:\n1. **Comentarios de Línea (`//`):** Ignora el texto hasta el salto de línea.\n2. **Comentarios de Bloque (`/* ... */`):** Para aislar bloques enteros multilínea.\n3. **Comentarios de Documentación (`///`):** Utilizados por analizadores de código o IDEs para generar documentación técnica automática (Docstrings) a partir del código fuente.\n\n### Especificación BNF (Sección IX)\n\n\n\n/* Jerarquía de Expresiones (Precedencia de menor a mayor) */\n<expression>       ::= <logical_or>\n<logical_or>       ::= <logical_and> ( \"or\" <logical_and> )*\n<logical_and>      ::= <logical_not> ( \"and\" <logical_not> )*\n<logical_not>      ::= \"not\" <logical_not> | <comparison>\n\n<comparison>       ::= <arithmetic> ( <comp_op> <arithmetic> )*\n<comp_op>          ::= \"==\" | \"!=\" | \"<\" | \">\" | \"<=\" | \">=\" | \"in\" | \"is\"\n\n<arithmetic>       ::= <term> ( ( \"+\" | \"-\" ) <term> )*\n<term>             ::= <factor> ( ( \"*\" | \"/\" | \"%\" ) <factor> )*\n<factor>           ::= ( \"+\" | \"-\" ) <factor> | <power>\n<power>            ::= <primary> [ \"**\" <factor> ]\n\n/* Primarios y Átomos (Accesos, Castings, Slicing, Métodos y Funciones)\n   La regla <primary> cubre también el acceso a métodos de objetos conector\n   (conector.metodo(...)) y el acceso por clave a sus resultados (resultado[\"key\"]) */\n<primary>          ::= <atom>\n                     | <primary> \".\" <identifier>\n                     | <primary> \"[\" <expression> \"]\"\n                     | <primary> \"[\" [<expression>] \":\" [<expression>] [\":\" [<expression>]] \"]\"\n                     | <primary> \"(\" [<argument_list>] \")\"\n\n<atom>             ::= <identifier>\n                     | \"$\" <identifier>\n                     | <literal>\n                     | \"(\" <expression> \")\"\n                     | <list_display>\n                     | <dict_display>\n\n/* Estructuras de Datos, Comprensiones y Argumentos */\n<list_display>     ::= \"[\" [<argument_list>] \"]\"\n                     | \"[\" <expression> \"for\" <identifier> \"in\" <expression> [<if_clause>] \"]\"\n<if_clause>        ::= \"if\" <expression>\n<dict_display>     ::= \"{\" [<key_datum_list>] \"}\"\n<key_datum_list>   ::= <key_datum> ( \",\" <key_datum> )*\n<key_datum>        ::= <expression> \":\" <expression>\n<argument_list>    ::= <expression> ( \",\" <expression> )*\n\n/* Tipo numérico unificado */\n<number>           ::= <floatnumber> | <integer>\n\n/* Literales (Tipos de Datos Primitivos Soportados) */\n<literal>          ::= <stringliteral> | <number> | <boolean> | \"None\"\n<boolean>          ::= \"True\" | \"False\"\n<integer>          ::= [0-9]+\n<floatnumber>      ::= [0-9]+ \".\" [0-9]* | \".\" [0-9]+\n\n/* Cadenas de Texto con soporte de secuencias de escape */\n<stringliteral>    ::= \"\\\"\" <text_double> \"\\\"\" | \"'\" <text_single> \"'\"\n<escape_sequence>  ::= \"\\\\\" ( \"\\\"\" | \"'\" | \"\\\\\" | \"n\" | \"t\" | \"r\" | \"0\" )\n<text_double>      ::= ( [^\"\\\\] | <escape_sequence> )*\n<text_single>      ::= ( [^'\\\\] | <escape_sequence> )*\n<identifier_or_string> ::= <identifier> | <stringliteral>\n\n/* Reglas de Comentarios para el Lexer\n   El lexer aplica longest-match: /// debe evaluarse ANTES que // */\n<doc_comment>      ::= \"///\" <any_text>\n<line_comment>     ::= \"//\" <any_text>\n<block_comment>    ::= \"/*\" <any_content> \"*/\"\n<any_text>         ::= [^\\r\\n]*\n<any_content>      ::= /* Cualquier secuencia de caracteres que no contenga la subcadena \"*/\" */",
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            "text": "\n\n# APÉNDICE X: Especificación Léxica de AVAP\n\nEste apéndice define las reglas del **analizador léxico (lexer)** del lenguaje AVAP.  \nEl lexer transforma el código fuente en una secuencia de **tokens**, que posteriormente son consumidos por el parser descrito en la gramática BNF.\n\nEl análisis léxico sigue el principio de **máxima coincidencia (longest match)**: cuando múltiples reglas pueden coincidir con el mismo texto, se selecciona la coincidencia más larga.\n\n---\n\n# X.1 Espacios en blanco y separadores\n\nLos siguientes caracteres se ignoran excepto cuando forman parte de literales o comentarios.\n\n\n\nWHITESPACE  ::= [ \\t]+\nEOL         ::= \\r\\n | \\n | \\r",
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            "text": "\n\nReglas:\n\n- `WHITESPACE` se ignora\n- `EOL` genera el token **EOL**, que actúa como terminador de sentencia\n- AVAP es un lenguaje **orientado a líneas**, por lo que las sentencias no pueden dividirse en múltiples líneas.\n\n---\n\n# X.2 Comentarios\n\nAVAP soporta tres tipos de comentarios. El lexer aplica longest-match, por lo que `///` debe reconocerse **antes** que `//`.\n\n## Comentario de documentación (mayor prioridad)\n\n\n\nDOC_COMMENT ::= \"///\"[^\\r\\n]*",
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    },
    {
        "_index": "avap-docs-test-v4-qwen",
        "_id": "e11de0ad-d525-55ee-8cd0-f82ca4565b52",
        "_source": {
            "text": "\n\nSe utiliza para generar documentación automática o anotaciones de herramientas.\n\nEjemplo:\n\n\n\n/// obtiene el balance del usuario",
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            "text": "\n\n---\n\n## Comentario de línea\n\n\n\nLINE_COMMENT ::= \"//\"[^\\r\\n]*",
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            "text": "\n\nEjemplo:\n\n\n\n// comentario",
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        "_id": "5e631203-7f47-52ee-a990-d87fdcf9c3f3",
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            "text": "\n\nEl texto se ignora hasta el final de la línea.\n\n---\n\n## Comentario de bloque\n\n\n\nBLOCK_COMMENT ::= \"/*\" .*? \"*/\"",
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        "_id": "f6361fc3-da80-5e42-817d-f76e62aac783",
        "_source": {
            "text": "\n\nPuede abarcar múltiples líneas.\n\nEjemplo:\n\n\n\n/* comentario\n   multilinea */",
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        "_index": "avap-docs-test-v4-qwen",
        "_id": "7fdcd513-43a9-58d2-8516-9f301c93500f",
        "_source": {
            "text": "\n\n---\n\n# X.3 Identificadores\n\nLos identificadores representan nombres de variables, funciones o parámetros.\n\n\n\nIDENTIFIER ::= [a-zA-Z_][a-zA-Z0-9_]*",
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    {
        "_index": "avap-docs-test-v4-qwen",
        "_id": "37e36293-34e9-5fdb-b2b9-76e49b70dd9b",
        "_source": {
            "text": "\n\n---\n\n# X.4 Palabras reservadas\n\nLas siguientes palabras están reservadas y **no pueden utilizarse como identificadores**.\n\n## Control de flujo\n\n\n\nif\nelse\nend\nstartLoop\nendLoop\ntry\nexception\nreturn",
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            "text": "\n\n## Declaración de funciones\n\n\n\nfunction",
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        "_id": "c153ee6b-c9af-5e86-a773-24f54b90f290",
        "_source": {
            "text": "\n\n## Concurrencia\n\n\n\ngo\ngather",
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            "text": "\n\n## Modularidad\n\n\n\ninclude\nimport",
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        "_id": "0bf8755b-a060-5d47-b3e9-aa5f57a1fe04",
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            "text": "\n\n## Operadores lógicos\n\n\n\nand\nor\nnot\nin\nis",
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            "text": "\n\n## Literales\n\n\n\nTrue\nFalse\nNone",
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            "text": "\n\n---\n\n# X.5 Operadores\n\n## Asignación\n\n\n\n=",
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        "_id": "05d92039-a338-54a4-abf6-36bc83070d0a",
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            "text": "\n\n---\n\n## Operadores aritméticos\n\n\n\n+\n-\n*\n/\n%\n**",
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    {
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        "_id": "a1f1f4aa-17bf-5df1-85a1-7c46cbb748d0",
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            "text": "\n\nRegla importante:\n\n`**` debe evaluarse antes que `*` por la regla de **máxima coincidencia**.\n\n---\n\n## Operadores de comparación\n\n\n\n==\n!=\n<\n>\n<=\n>=",
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            "text": "\n\n---\n\n## Operadores lógicos\n\n\n\nand\nor\nnot",
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        "_index": "avap-docs-test-v4-qwen",
        "_id": "d355be2a-bcf4-516a-bfc6-48efcb579967",
        "_source": {
            "text": "\n\n---\n\n# X.6 Delimitadores\n\nLos siguientes símbolos delimitan estructuras sintácticas.\n\n\n\n(\n)\n[\n]\n{\n}\n,\n.\n:",
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            "text": "\n\nTokens:\n\n\n\nLPAREN\nRPAREN\nLBRACKET\nRBRACKET\nLBRACE\nRBRACE\nCOMMA\nDOT\nCOLON",
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            "text": "\n\n---\n\n## Números flotantes\n\n\n\nFLOAT ::= [0-9]+\\.[0-9]* | \\.[0-9]+",
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    {
        "_index": "avap-docs-test-v4-qwen",
        "_id": "d16c1056-a151-5b76-9918-eae965c0b65e",
        "_source": {
            "text": "\n\n---\n\n## Strings\n\nAVAP soporta cadenas con comillas simples y dobles, con soporte de secuencias de escape.\n\n\n\nSTRING_DOUBLE ::= \"\\\"\" ( [^\"\\\\] | ESCAPE_SEQ )* \"\\\"\"\nSTRING_SINGLE ::= \"'\" ( [^'\\\\] | ESCAPE_SEQ )* \"'\"\nESCAPE_SEQ    ::= \"\\\\\" ( '\"' | \"'\" | \"\\\\\" | \"n\" | \"t\" | \"r\" | \"0\" )",
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            "text": "\n\nEjemplos:\n\n\n\n\"hola\"\n'texto'\n\"https://api.com\"",
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        "_id": "e815f69b-db36-5204-82fa-4486b3f46fe3",
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            "text": "\n\nSecuencias de escape soportadas:\n\n\n\n| Secuencia | Significado       |\n|-----------|-------------------|\n| `\\\"`      | Comilla doble     |\n| `\\'`      | Comilla simple    |\n| `\\\\`      | Barra invertida   |\n| `\\n`      | Salto de línea    |\n| `\\t`      | Tabulación        |\n| `\\r`      | Retorno de carro  |\n| `\\0`      | Carácter nulo     |\n",
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    {
        "_index": "avap-docs-test-v4-qwen",
        "_id": "1a469a25-e9b2-5a30-a88e-6e6c889a6b5b",
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            "text": "\n> **Nota:** `\\n` dentro de un string es un carácter de datos, no un terminador de sentencia. El EOL físico sigue siendo el único terminador.\n\n---\n\n# X.8 Literales booleanos\n\nTokens:\n\n\n\nTrue\nFalse",
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    },
    {
        "_index": "avap-docs-test-v4-qwen",
        "_id": "04378e41-2d7e-5c31-ba7f-49f1a004b471",
        "_source": {
            "text": "\n\n---\n\n# X.10 Operador de desreferenciación\n\nAVAP permite acceder al valor de una variable utilizando el prefijo `$`.\n\nEjemplo:\n\n\n\naddVar(copia, $original)",
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        "_id": "c5a1c22d-dbca-5869-9b1e-3e324fa6a8ca",
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            "text": "\n\n---\n\n# X.11 Orden de precedencia léxica\n\nPara evitar ambigüedades, el lexer debe aplicar el principio **longest match first**.\n\nOrden obligatorio:\n\n1. comentarios (`///` antes que `//`, luego `/* */`)\n2. whitespace\n3. palabras reservadas\n4. identificadores\n5. números flotantes\n6. enteros\n7. strings\n8. operadores compuestos (`**`, `==`, `<=`, `>=`, `!=`)\n9. operadores simples\n10. delimitadores\n\n---\n\n# X.12 Separación formal: nivel léxico vs nivel sintáctico\n\n\n\nNIVEL LÉXICO     — produce tokens: IDENTIFIER, INTEGER, FLOAT, STRING,\n                   operadores, delimitadores, EOL, palabras reservadas.\n\nNIVEL SINTÁCTICO — consume tokens: construye el AST según las reglas BNF\n                   de las Secciones I–IX.",
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            "start_index": 34851,
            "end_index": 35581,
            "token_count": 143,
            "file_type": "avap_docs",
            "filename": "avap.md"
        }
    },
    {
        "_index": "avap-docs-test-v4-qwen",
        "_id": "1c159bc0-288d-5281-9727-d89227df9684",
        "_source": {
            "text": "\n\nEl Apéndice X cubre el nivel léxico. Las Secciones I–IX cubren el nivel sintáctico.\n\n---\n\n# X.13 Tokens producidos por el lexer\n\nEl lexer produce los siguientes tokens:\n\n\n\nIDENTIFIER\nINTEGER\nFLOAT\nSTRING\n\nASSIGN\nPLUS\nMINUS\nMULT\nDIV\nMOD\nPOWER\n\nEQ\nNEQ\nLT\nGT\nLTE\nGTE\n\nAND\nOR\nNOT\nIN\nIS\n\nLPAREN\nRPAREN\nLBRACKET\nRBRACKET\nLBRACE\nRBRACE\nCOMMA\nDOT\nCOLON\n\nDEREF\n\nTrue\nFalse\nNone\n\nEOL",
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        "_index": "avap-docs-test-v4-qwen",
        "_id": "fe099e2d-7a59-5f12-ab93-aadaf5c046ae",
        "_source": {
            "text": "\n\n---\n\n# X.14 Elementos ignorados por el lexer\n\nLos siguientes elementos se descartan durante el análisis léxico:\n\n\n\nWHITESPACE\nLINE_COMMENT\nDOC_COMMENT\nBLOCK_COMMENT",
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    {
        "_index": "avap-docs-test-v4-qwen",
        "_id": "9b296b55-7fed-5cf9-b747-2d40ddf59b8c",
        "_source": {
            "text": "\n\nEstos tokens no son enviados al parser.\n\n\n# XI.1 Modelo de Memoria y Resolución de Variables\n\nAVAP utiliza un modelo de memoria basado en **tres tipos de ámbitos (scopes)**:\n\n\n\nGlobal Scope\nMain Local Scope\nFunction Scope",
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            "text": "\n\nCada tipo de ámbito tiene reglas estrictas de visibilidad.\n\n---\n\n# XI.1.1 Global Scope\n\nEl **Global Scope** contiene variables declaradas como globales y es accesible desde cualquier parte del programa.\n\nPropiedades:\n\n- existe durante toda la vida del proceso del intérprete\n- es visible desde el flujo principal\n- es visible desde todas las funciones\n- es visible desde goroutines\n\nLas variables globales actúan como **estado compartido del programa**.\n\n---\n\n# XI.1.2 Main Local Scope\n\nEl **Main Local Scope** corresponde al flujo de ejecución principal del script, fuera de cualquier función.\n\nEjemplo:\n\n\n\nx = 10\ny = 20",
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    },
    {
        "_index": "avap-docs-test-v4-qwen",
        "_id": "26dc775b-266b-5a88-bbe5-4985d48b79f4",
        "_source": {
            "text": "\n\nEstas variables son **locales del flujo principal**.\n\nReglas:\n\n- son accesibles dentro del flujo principal\n- **no son accesibles desde funciones**\n- **no son accesibles desde goroutines**\n- desaparecen cuando finaliza la ejecución del script\n\nEsto evita dependencias implícitas entre funciones y el flujo principal.\n\n---\n\n# XI.1.3 Function Scope\n\nCada vez que se invoca una función:\n\n\n\nfunction nombre(parametros)",
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    {
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        "_id": "b6f7866a-7b5d-5b3a-988c-1667b8260b19",
        "_source": {
            "text": "\n\nel motor crea un **Function Scope independiente**.\n\nEste ámbito contiene:\n\n- parámetros de la función\n- variables creadas dentro de la función\n- resultados intermedios\n\nPropiedades:\n\n- solo es visible dentro de esa función\n- no es visible desde el exterior\n- se destruye cuando la función termina\n\n---\n\n# XI.1.4 Resolución de variables\n\nLa resolución de variables sigue el siguiente orden jerárquico:\n\n\n\n1. Function Scope\n2. Global Scope",
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        "_id": "4e5e9f27-9e52-5503-be45-7661602ea4bc",
        "_source": {
            "text": "\n\nEl **Main Local Scope no es visible dentro de funciones**.\n\nSi una variable no existe en los scopes visibles, el motor produce un **error de ejecución**.\n\n---\n\n# XI.1.5 Aislamiento entre funciones\n\nCada invocación de función crea un **scope independiente**.\n\nEjemplo:\n\n\n\nfunction ejemplo()\n{\n    x = 10\n}",
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        "_index": "avap-docs-test-v4-qwen",
        "_id": "76813035-4849-5f1f-bd21-9d6072b2f863",
        "_source": {
            "text": "\n\nLa variable `x`:\n\n- solo existe dentro de esa ejecución de la función\n- no es visible desde otras funciones\n- no es visible desde el flujo principal\n\n---\n\n# XI.1.6 Acceso desde goroutines\n\nLas goroutines creadas mediante:\n\n\n\ngo funcion()",
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    {
        "_index": "avap-docs-test-v4-qwen",
        "_id": "48d42b9d-86d2-521f-9b8e-08804f9070e4",
        "_source": {
            "text": "\n\nsiguen las mismas reglas de scope que una función normal.\n\nPor lo tanto:\n\n- pueden acceder a **Global Scope**\n- pueden acceder a su propio **Function Scope**\n- **no pueden acceder al Main Local Scope**",
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            "token_count": 16,
            "file_type": "avap_code",
            "filename": "captura_de_id.avap",
            "addParam": true,
            "addResult": true
        }
    },
    {
        "_index": "avap-docs-test-v4-qwen",
        "_id": "2d0580e7-ab83-5dbc-abbd-9853e0cc6b51",
        "_source": {
            "text": "ormCheckTable(tabla_pruebas,resultado_comprobacion)\nif(resultado_comprobacion,False,'==')\n    ormCreateTable(\"username,age\",'VARCHAR,INTEGER',tabla_pruebas,resultado_creacion)\nend()\naddResult(resultado_comprobacion)\naddResult(resultado_creacion)",
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            "filename": "ormAccessCreate.avap",
            "addResult": true,
            "if": true,
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    },
    {
        "_index": "avap-docs-test-v4-qwen",
        "_id": "d0b72504-1b9b-5b7e-87f9-bd18e319c75b",
        "_source": {
            "text": "getDateTime(\"\", 0, \"UTC\", ahora)\naddResult(ahora)",
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            "token_count": 22,
            "file_type": "avap_code",
            "filename": "generador_de_tokens_aleatorios.avap",
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    },
    {
        "_index": "avap-docs-test-v4-qwen",
        "_id": "7db2b416-aeb3-51a4-bd2f-00d26acaa487",
        "_source": {
            "text": "registerEndpoint(\"/hello_world\",\"GET\",[],\"HELLO_WORLD\",main,result)\naddVar(name,\"Alberto\")\nresult = \"Hello,\" + name \naddResult(result)",
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            "start_index": 0,
            "end_index": 134,
            "token_count": 36,
            "file_type": "avap_code",
            "filename": "hello_world.avap",
            "addResult": true,
            "addVar": true,
            "assignment": true,
            "registerEndpoint": true
        }
    },
    {
        "_index": "avap-docs-test-v4-qwen",
        "_id": "782ccc70-acf4-53d8-9e2b-32d66abfcfd8",
        "_source": {
            "text": "function suma(a, b){\n        total = a + b\n        return(total)\n    }\nresultado = suma(10, 20)\naddResult(resultado)",
            "embedding": [
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    {
        "_index": "avap-docs-test-v4-qwen",
        "_id": "edd13073-fcc4-5ab9-a649-3a5e559f7800",
        "_source": {
            "text": "addParam(\"password\",pass_nueva)\npass_antigua = \"password\"\nif(pass_nueva, pass_antigua, \"!=\")\n        addVar(cambio, \"Contraseña actualizada\")\nend()\naddResult(cambio)",
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            "file_type": "avap_code",
            "filename": "if_desigualdad.avap",
            "addParam": true,
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    },
    {
        "_index": "avap-docs-test-v4-qwen",
        "_id": "70c84687-6756-5f9b-9915-dd268de31516",
        "_source": {
            "text": "addParam(\"api_key\", key)\nif(key, None, \"==\")\n    addVar(_status, 403)\n    addVar(error, \"Acceso denegado: falta API KEY\")\n    addResult(error)\nend()",
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            "token_count": 49,
            "file_type": "avap_code",
            "filename": "validacion_de_nulo.avap",
            "addParam": true,
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            "if": true
        }
    },
    {
        "_index": "avap-docs-test-v4-qwen",
        "_id": "9f580989-6ffc-5dc3-8dca-d6b7f06cb261",
        "_source": {
            "text": "try()\n    ormDirect(\"UPDATE table_inexistente SET a=1\", res)\nexception(e)\n    addVar(_status, 500)\n    addVar(error_msg, \"Error de base de datos\")\n    addResult(error_msg)\nend()",
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            "start_index": 0,
            "end_index": 177,
            "token_count": 53,
            "file_type": "avap_code",
            "filename": "manejo_error_sql_critico.avap",
            "addResult": true,
            "addVar": true,
            "ormDirect": true,
            "try": true
        }
    },
    {
        "_index": "avap-docs-test-v4-qwen",
        "_id": "cdc92d9c-78a2-5fc3-ba70-fec3be10e47b",
        "_source": {
            "text": "try()\n    RequestGet(\"https://api.test.com/data\", 0, 0, respuesta, None)\nexception(e)\n    addVar(error_trace, e)\n    addResult(error_trace)\nend()",
            "embedding": [
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            "filename": "try_catch_request.avap",
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    },
    {
        "_index": "avap-docs-test-v4-qwen",
        "_id": "4b6d7d12-a5eb-5bed-9d80-cd864034c3ef",
        "_source": {
            "text": "addParam(\"data_list\", mi_lista)\ngetListLen(mi_lista, cantidad)\naddResult(cantidad)",
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        "_index": "avap-docs-test-v4-qwen",
        "_id": "b38ced68-bf7a-53fd-94a1-d006c2953439",
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            "text": "nivel = 5\nes_admin = nivel >= 10\naddResult(es_admin)",
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