From e035472b14aaef84cfedce5b698c31d20a69dcfe Mon Sep 17 00:00:00 2001 From: acano Date: Mon, 6 Apr 2026 12:45:49 +0200 Subject: [PATCH] created chunks for new emb model (harrier) --- docs/LRM/captura_de_listas_multiples.avap | 4 +- docs/LRM/comparacion_simple.avap | 1 - docs/LRM/else_estandar.avap | 2 +- docs/LRM/expresion_compleja.avap | 4 +- docs/LRM/hello_world.avap | 4 + docs/LRM/if_desigualdad.avap | 2 +- docs/LRM/manejo_error_sql_critico.avap | 6 +- docs/LRM/try_catch_request.avap | 5 +- docs/LRM/validacion_in_pertenece_a_lista.avap | 5 +- ingestion/chunks-bge.json | 129738 +++++++++++---- ingestion/chunks-harrier.json | 95603 +++++++++++ ingestion/chunks-qwen.json | 95603 +++++++++++ ingestion/chunks.json | 95531 ----------- scratches/acano/api_pack_dataset.ipynb | 138 - .../flows/elasticsearch_ingestion.py | 2 +- .../ingestion/ingestion/chunks_v2.jsonl | 209 + scripts/pipelines/tasks/chunk.py | 2 +- 17 files changed, 286928 insertions(+), 129931 deletions(-) create mode 100644 docs/LRM/hello_world.avap create mode 100644 ingestion/chunks-harrier.json create mode 100644 ingestion/chunks-qwen.json delete mode 100644 ingestion/chunks.json delete mode 100644 scratches/acano/api_pack_dataset.ipynb create mode 100644 scripts/pipelines/ingestion/ingestion/chunks_v2.jsonl diff --git a/docs/LRM/captura_de_listas_multiples.avap b/docs/LRM/captura_de_listas_multiples.avap index de0ed6d..864a2d1 100644 --- a/docs/LRM/captura_de_listas_multiples.avap +++ b/docs/LRM/captura_de_listas_multiples.avap @@ -1,3 +1,3 @@ -addParam(emails,emails) -getQueryParamList(lista_correos) +addParam("emails", emails) +getQueryParamList("lista_correos", lista_correos) addResult(lista_correos) \ No newline at end of file diff --git a/docs/LRM/comparacion_simple.avap b/docs/LRM/comparacion_simple.avap index ec9b4e3..2c899ac 100644 --- a/docs/LRM/comparacion_simple.avap +++ b/docs/LRM/comparacion_simple.avap @@ -1,5 +1,4 @@ addParam("lang", l) -addParam("lang2", l2) if(l, "es", "=") addVar(msg, "Hola") end() diff --git a/docs/LRM/else_estandar.avap b/docs/LRM/else_estandar.avap index a1c5322..73b53de 100644 --- a/docs/LRM/else_estandar.avap +++ b/docs/LRM/else_estandar.avap @@ -1,4 +1,4 @@ -addParam(sal_par,saldo) +addParam("sal_par",saldo) if(saldo, 0, ">") permitir = True else() diff --git a/docs/LRM/expresion_compleja.avap b/docs/LRM/expresion_compleja.avap index 04516d3..05c2548 100644 --- a/docs/LRM/expresion_compleja.avap +++ b/docs/LRM/expresion_compleja.avap @@ -1,5 +1,5 @@ -addParam(userrype, user_type) -addParam(sells, compras) +addParam("userrype", user_type) +addParam("sells", compras) if(None, None, " user_type == 'VIP' or compras > 100") addVar(descuento, 0.20) end() diff --git a/docs/LRM/hello_world.avap b/docs/LRM/hello_world.avap new file mode 100644 index 0000000..6d5b8cc --- /dev/null +++ b/docs/LRM/hello_world.avap @@ -0,0 +1,4 @@ +registerEndpoint("/hello_world","GET",[],"HELLO_WORLD",main,result) +addVar(name,"Alberto") +result = "Hello," + name +addResult(result) \ No newline at end of file diff --git a/docs/LRM/if_desigualdad.avap b/docs/LRM/if_desigualdad.avap index 60d03e3..9c8bef8 100644 --- a/docs/LRM/if_desigualdad.avap +++ b/docs/LRM/if_desigualdad.avap @@ -1,4 +1,4 @@ -addParam(password,pass_nueva) +addParam("password",pass_nueva) pass_antigua = "password" if(pass_nueva, pass_antigua, "!=") addVar(cambio, "Contraseña actualizada") diff --git a/docs/LRM/manejo_error_sql_critico.avap b/docs/LRM/manejo_error_sql_critico.avap index 2f60df2..03ad117 100644 --- a/docs/LRM/manejo_error_sql_critico.avap +++ b/docs/LRM/manejo_error_sql_critico.avap @@ -1,5 +1,7 @@ try() ormDirect("UPDATE table_inexistente SET a=1", res) exception(e) - addVar(_status,500) - addResult("Error de base de datos") \ No newline at end of file + addVar(_status, 500) + addVar(error_msg, "Error de base de datos") + addResult(error_msg) +end() \ No newline at end of file diff --git a/docs/LRM/try_catch_request.avap b/docs/LRM/try_catch_request.avap index 2430ecd..11c6381 100644 --- a/docs/LRM/try_catch_request.avap +++ b/docs/LRM/try_catch_request.avap @@ -1,5 +1,6 @@ try() - RequestGet("https://api.test.com/data", 0, 0, respuesta) + RequestGet("https://api.test.com/data", 0, 0, respuesta, None) exception(e) - addVar(error_trace, "Fallo de conexión: %s" % e) + addVar(error_trace, e) addResult(error_trace) +end() \ No newline at end of file diff --git a/docs/LRM/validacion_in_pertenece_a_lista.avap b/docs/LRM/validacion_in_pertenece_a_lista.avap index defc9cc..03bda50 100644 --- a/docs/LRM/validacion_in_pertenece_a_lista.avap +++ b/docs/LRM/validacion_in_pertenece_a_lista.avap @@ -1,5 +1,8 @@ addParam("rol", r) -if(r, ["admin", "editor", "root"], "in") +acceso = False + +if(None, None, "r == 'admin' or r == 'editor' or r == 'root'") acceso = True end() + addResult(acceso) \ No newline at end of file diff --git a/ingestion/chunks-bge.json b/ingestion/chunks-bge.json index e651a26..45a55ad 100644 --- a/ingestion/chunks-bge.json +++ b/ingestion/chunks-bge.json @@ -1,11449 +1,2078 @@ [ { "_index": "avap-docs-test-v4-bge", - "_id": "6f1bb6aa-7a8f-5a4c-bca9-973d1420ae82", + "_id": "e7b49f59-e89c-591a-ac0d-8114c1d0a26b", "_source": { - "text": "getDateTime(\"\", 86400, \"UTC\", expira)\naddResult(expira)", + "text": "subtotal = 150.50 iva = subtotal * 0.21 total = subtotal + iva addResult(total)", "embedding": [ - -0.0861976370215416, - 0.0044234986416995525, - -0.025226539000868797, - 0.02046922594308853, - -0.06822105497121811, - -0.004679190460592508, - -0.02641947567462921, - 0.005973398685455322, - -0.019007226452231407, - -0.023106802254915237, - 0.020888373255729675, - 0.04840878024697304, - -0.007375642657279968, - 0.039608266204595566, - 0.013608995825052261, - 0.020696058869361877, - 0.036920007318258286, - -0.008754043839871883, - 0.019436774775385857, - -0.012416807934641838, - -0.009684668853878975, - -0.015799488872289658, - -0.06753487884998322, - 0.017782384529709816, - -0.01651703380048275, - 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0, \"UTC\", ahora)\naddResult(ahora)", + "text": "datos_cliente = \"datos\" addVar(clave, \"cliente_vip\") AddvariableToJSON(clave, datos_cliente, mi_json_final) addResult(mi_json_final)", "embedding": [ - -0.008216621354222298, - 0.015813609585165977, - -0.0540132075548172, - 0.03179656341671944, - -0.0421457476913929, - 0.007130139973014593, - -0.030445745214819908, - 0.07541748881340027, - -0.02040131948888302, - -0.015400055795907974, - 0.026194728910923004, - 0.025644708424806595, - -0.01416097767651081, - 0.002397329779341817, - -0.002476396504789591, - 0.03691794350743294, - 0.021864429116249084, - 0.005609656684100628, - 0.028660239651799202, - -0.025865210220217705, - -0.03221897780895233, - 0.007434900850057602, - -0.05566142499446869, - 0.010401684790849686, - 0.004709118045866489, - -0.029615875333547592, - 0.011759158223867416, - -0.003486417233943939, - 0.017829637974500656, - 0.02098405361175537, - 0.01254954095929861, - -0.01210976205766201, - -0.002895924961194396, - 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"avap_code", - "filename": "obtencion_timestamp.avap", - "addResult": true, - "getDateTime": true - } - }, - { - "_index": "avap-docs-test-v4-bge", - "_id": "d4893b9e-29b1-5dc4-93a5-bb2cdd529966", - "_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()", - "embedding": [ - -0.025055378675460815, - -0.02236008085310459, - -0.00199507107026875, - 0.020848020911216736, - -0.05231549218297005, - -0.014472594484686852, - -0.0005255953292362392, - 0.053840406239032745, - 0.010772373527288437, - -0.014046157710254192, - -0.024008192121982574, - -0.006034133955836296, - -0.026257606223225594, - 0.03119761124253273, - -0.004583482630550861, - -0.0052079916931688786, - 0.003903399221599102, - 0.04329536110162735, - 0.011298755183815956, - 0.022977175191044807, - -0.009014716371893883, - 0.017088137567043304, - 0.04542210325598717, - 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-0.010563635267317295, + -0.03200247511267662, + -0.01793968677520752 ], "start_index": 0, "end_index": 132, - "token_count": 36, + "token_count": 54, "file_type": "avap_code", "filename": "construccion_dinamica_de_objeto.avap", "addResult": true, @@ -11454,10406 +2083,1038 @@ }, { "_index": "avap-docs-test-v4-bge", - "_id": "57bb89b1-26ba-5e05-9a04-b0f621e35d44", + "_id": "63866188-003f-525b-ac40-f074e5948708", "_source": { - "text": "addVar(code, 200)\naddVar(status, \"Success\")\naddResult(code)\naddResult(status)", + "text": "addParam(\"userrype\", user_type) addParam(\"sells\", compras) if(None, None, \" user_type == 'VIP' or compras > 100\") addVar(descuento, 0.20) end() addResult(descuento)", "embedding": [ - -0.016452491283416748, - 0.011506898328661919, - -0.018601756542921066, - 0.02609921805560589, - -0.049822092056274414, - -0.004354766570031643, - 0.0075365775264799595, - 0.02233315445482731, - -0.016947129741311073, - -0.0012542627518996596, - -0.04049697890877724, - 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"assignment": true, - "registerEndpoint": true - } - }, - { - "_index": "avap-docs-test-v4-bge", - "_id": "99ca8954-e0b7-566d-92d3-288192d930f0", - "_source": { - "text": "startLoop(i,1,10)\n item = \"item_%s\" % i\n AddvariableToJSON(item,'valor_generado',mi_json)\nendLoop()\naddResult(mi_json)\n\n", - "embedding": [ - 0.0017258437583222985, - -0.0072496384382247925, - -0.01732221059501171, - 0.038777682930231094, - -0.03033374436199665, - 0.009367491118609905, - -0.053437698632478714, - 0.06645520776510239, - -0.01685408689081669, - -0.019248859956860542, - 0.011249803937971592, - 0.015170875005424023, - -0.04874924570322037, - 0.013470579870045185, - 0.013765531592071056, - 0.02318677119910717, - 0.006478926166892052, - 0.01760498248040676, - 0.018252821639180183, - -0.010346587747335434, - 0.03357471525669098, - 0.015253324992954731, - -0.032134778797626495, - 0.0662914589047432, - 0.007263515144586563, - -0.04312381148338318, - 0.020945707336068153, - -0.011252164840698242, - 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AVAP\")\naddResult(mensaje)", + "text": "nombre = \"Sistema\" log = \"Evento registrado por: %s\" % nombre addResult(log)", "embedding": [ - -0.014872868545353413, - 0.003729891264811158, - 0.006656635086983442, - 0.019730018451809883, - -0.05371580272912979, - -0.028430383652448654, - -0.007149603683501482, - 0.002692228415980935, - -0.023863252252340317, - -0.0029879373032599688, - -0.007682041730731726, - 0.0038545439019799232, - -0.027162622660398483, - 0.019825980067253113, - 0.014013386331498623, - 0.03901230916380882, - 0.030507467687129974, - -0.03641433268785477, - 0.022926567122340202, - 0.006938634905964136, - -0.06614319980144501, - 0.02620181068778038, - 0.006677078548818827, - -0.004378989804536104, - -0.007083763834089041, - -0.017100762575864792, - -0.04892365634441376, - -0.04222811758518219, - 0.022945575416088104, - -0.039047494530677795, - 0.03282264247536659, - 0.01621123217046261, - -0.04471039026975632, - -0.06262456625699997, - 0.005561891011893749, - 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"hola_mundo.avap", "addResult": true, @@ -22904,8326 +6245,1038 @@ }, { "_index": "avap-docs-test-v4-bge", - "_id": "f5daf73a-837a-53ca-b413-83c3231ae8ae", + "_id": "9efbbd5d-92e2-5323-8d81-1d22c3c5991d", "_source": { - "text": "randomString(\"[A-Z]\\d\", 32, token_seguridad)\naddResult(token_seguridad)", + "text": "function es_valido(token){ response = False if(token, \"SECRET\", \"=\") response = True end() return(response) } autorizado = es_valido(\"SECRET\") addResult(autorizado)", "embedding": [ - -0.02831176295876503, - 0.009878169745206833, - 0.005322923883795738, - -0.02521114982664585, - -0.04065392538905144, - 0.020117681473493576, - 0.008959462866187096, - 0.03929710388183594, - -0.045917559415102005, - -0.03336183726787567, - -0.011035691015422344, - 0.026615995913743973, - -0.013527531176805496, - -0.025877224281430244, - 0.054601285606622696, - 0.004891911521553993, - 0.009968172758817673, - 0.010467566549777985, - -0.0033665336668491364, - -0.01519799791276455, - 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"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": [ - -0.0206698477268219, - -0.011746666394174099, - 0.0009084084304049611, - 0.041428592056035995, - -0.03859607130289078, - -0.015209369361400604, - -0.00950196199119091, - 0.052737846970558167, - -0.03775404766201973, - -0.02028844878077507, - 0.0012060310691595078, - 0.015801988542079926, - -0.0157669298350811, - 0.02910682186484337, - 0.0017419828800484538, - 0.011675826273858547, - -0.006626428104937077, - -0.01741296611726284, - 0.004968562163412571, - 0.006678303238004446, - 0.0022554073948413134, - 0.04704058915376663, - -0.007957804016768932, - -0.003665293101221323, - 0.0224133413285017, - -0.014009506441652775, - -0.032157279551029205, - -0.019051944836974144, - 0.001953709637746215, - -0.0133595559746027, - 0.01726635731756687, - -0.032457925379276276, - -0.001426182803697884, - -0.06346183270215988, - 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0.02490498684346676, + 0.01014614012092352, + 0.016411753371357918, + -0.028408845886588097, + 0.003349133301526308, + -0.0011746144155040383, + -0.009256944991648197, + -0.004547937773168087, + 0.0013796427519991994 ], "start_index": 0, - "end_index": 56, - "token_count": 23, + "end_index": 116, + "token_count": 46, "file_type": "avap_code", - "filename": "referencia_por_valor.avap", + "filename": "salida_bucle_correcta.avap", "addResult": true, - "addVar": true + "assignment": true, + "if": true, + "startLoop": true } }, { "_index": "avap-docs-test-v4-bge", - "_id": "1086f3de-fedd-5610-a46d-7a1e762a015b", + "_id": "87cfa958-d602-5d9b-8080-2a24c86e997c", "_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)", + "text": "addParam(\"page\", p) addParam(\"size\", s) registros = [\"u1\", \"u2\", \"u3\", \"u4\", \"u5\", \"u6\"] offset = int(p) * int(s) limite = offset + int(s) contador = 0 addResult(offset) addResult(limite) startLoop(i, 2, limite) actual = registros[int(i)] titulo = \"reg_%s\" % i AddvariableToJSON(titulo, actual, pagina_json) endLoop() addResult(pagina_json)", "embedding": [ - 0.009393399581313133, - 0.0002918032987508923, - -0.02299615927040577, - -0.0006704499246552587, - -0.03397275134921074, - 0.013871370814740658, - -0.016856251284480095, - 0.05217927321791649, - 0.003339652204886079, - -0.02090379223227501, - -0.006972440518438816, - 0.053223833441734314, - -0.016736876219511032, - -0.003155844286084175, - 0.0012891785008832812, - 0.0386357419192791, - 0.006274677813053131, - 0.03359963744878769, - 0.03260381519794464, - -0.03422312065958977, - -0.024426015093922615, - 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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 (``) 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 ::= ( | )*\n ::= [ ] [ | ] \n | ( | ) \n ::= /* Retorno de carro / Salto de línea (\\n o \\r\\n) */\n\n ::= \n | \n | \n | \n | \n | \n | \n | \n | \n | \n | \n | \n | \n | \n\n ::= \"=\" \n\n/* Llamada a función global (sin receptor de objeto) */\n ::= \"(\" [] \")\"\n\n/* Llamada a método sobre un objeto conector (con receptor) */\n ::= \"=\" \".\" \"(\" [] \")\"\n\n ::= | \n ::= \"registerEndpoint(\" \",\" \",\" \",\" \",\" \",\" \")\"\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(\" \",\" \")\"\n ::= | | \"$\" \n/* Restricción semántica: al menos uno de los dos debe ser */\n\n ::= [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 ::= \"_status\"", + "embedding": [ + -0.03462006524205208, + -0.02558736316859722, + 0.014066040515899658, + 0.025239372625947, + -0.04405764490365982, + -0.01751641556620598, + 0.05098891258239746, + 0.02267139032483101, + 0.016962196677923203, + 0.01837954670190811, + 4.475852256291546e-05, + -0.004347804002463818, + -0.011668683961033821, + 0.020641086623072624, + -0.030796555802226067, + -0.009730939753353596, + 0.00934411957859993, + -0.016372302547097206, + 0.026388056576251984, + 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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 ::= | | | \n ::= \"addParam(\" \",\" \")\"\n ::= \"getListLen(\" \",\" \")\"\n ::= \"getQueryParamList(\" \",\" \")\"\n ::= \"addResult(\" \")\"", + "embedding": [ + -0.0228713508695364, + -0.002150694839656353, + -0.01517673209309578, + 0.03880460187792778, + -0.03151712939143181, + -0.012119668535888195, + -0.012812849134206772, + 0.010831564664840698, + -0.0025544101372361183, + 0.04890105500817299, + -0.02640288509428501, + 0.028333136811852455, + -0.02193647064268589, + 0.01748337596654892, + -0.008140134625136852, + 0.056390102952718735, + -0.004506067838519812, + -0.0049898577854037285, + 0.02281503565609455, + -0.03370886668562889, + -0.03094552271068096, + 0.0022647862788289785, + 0.01580115780234337, + 0.008793970569968224, + 0.042255617678165436, + 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-0.007178719621151686, + 0.019459683448076248, + -0.03895330801606178, + -0.018768077716231346, + -0.014184861443936825, + 0.024849457666277885, + 0.017295831814408302, + 0.0008258643210865557, + -0.004723158665001392, + 0.012225394137203693, + 0.00277537084184587, + -0.03056231141090393, + 0.02584392949938774, + 0.030945155769586563, + -0.005338258109986782, + -0.00385427032597363 + ], + "start_index": 5445, + "end_index": 7311, + "token_count": 414, + "file_type": "avap_docs", + "filename": "avap.md" + } + }, + { + "_index": "avap-docs-test-v4-bge", + "_id": "5edcc281-541d-57dc-ae0f-62c398196479", + "_source": { + "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", + "embedding": [ + 0.0015842298744246364, + -0.012084413319826126, + -0.00257508154027164, + 0.01181618869304657, + -0.01611930876970291, + -0.05017401650547981, + 0.031561560928821564, + 0.05861177667975426, + -0.0024208032991737127, + 0.0002711801789700985, + -0.030072657391428947, + -0.00210942467674613, + -0.027253717184066772, + 0.0060934992507100105, + -0.017644163221120834, + -0.0044005075469613075, + 0.008787632919847965, + -0.006173740141093731, + -0.008301964029669762, + 0.018205275759100914, + -0.042043618857860565, + 0.009050755761563778, + 0.02483607828617096, + -0.01726328209042549, + -0.01614369824528694, + 0.012917643412947655, + -0.05667976662516594, + -0.040794532746076584, + 0.012760626152157784, + -0.015390919521450996, + 0.007698956411331892, + 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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 ::= | | \n\n ::= \"if(\" \")\" \n \n [ \"else()\" ]\n \"end()\" \n\n ::= | \n\n ::= \"if\" \"(\" \",\" \",\" \")\"\n ::= \"if\" \"(\" \"None\" \",\" \"None\" \",\" \")\"\n\n ::= | \n ::= \"`\" \"`\"\n\n ::= [a-zA-Z_][a-zA-Z0-9_]*\n::= | \n/* Nota: NO incluye la palabra \"None\" */\n\n ::= \"startLoop(\" \",\" \",\" \")\" \n \n \"endLoop()\" \n\n ::= \"try()\" \n \n \"exception(\" \")\" \n \n \"end()\" \n\n ::= 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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 ::= | \n ::= \"=\" \"go\" \"(\" [] \")\"\n ::= \"=\" \"gather(\" [\",\" ] \")\"", + "embedding": [ + -0.02577848918735981, + 0.00024620149633847177, + -0.018118493258953094, + 0.022784486413002014, + -0.01781456358730793, + -0.057508524507284164, + -0.033740460872650146, + 0.06502905488014221, + -0.016918890178203583, + 0.056977976113557816, + -0.03622322902083397, + 0.010894004255533218, + -0.017967049032449722, + 0.021986883133649826, + 0.021489309147000313, + -0.0057245162315666676, + 0.01614294946193695, + -0.008275843225419521, + -0.0004367951478343457, + -0.03527701273560524, + -0.02730415016412735, + -0.017698857933282852, + -0.013507897965610027, + 0.016209207475185394, + -0.008883553557097912, + 0.019861480221152306, + -0.01154281385242939, + -0.03177197277545929, + -0.0032659759745001793, + 0.06704546511173248, + 0.0052654636092484, + 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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)", + "embedding": [ + -0.010110325179994106, + -0.029123423621058464, + 0.012811579741537571, + 0.010882710106670856, + -0.03238777443766594, + 0.008290090598165989, + 0.026468316093087196, + 0.01785929687321186, + 0.02202639915049076, + 0.011823147535324097, + -0.02057686261832714, + 0.009796150960028172, + 0.003270176937803626, + -0.02369069866836071, + -0.004378834273666143, + 0.029955076053738594, + -0.0022172126919031143, + -0.013655506074428558, + 0.05534509941935539, + 0.0024319877848029137, + -0.04611147940158844, + -0.009730967693030834, + -0.017445378005504608, + -0.009053023532032967, + 0.0070912204682827, + 0.026715513318777084, + -0.023954156786203384, + -0.03386809304356575, + -0.025929924100637436, + 0.010687810368835926, + 0.022285131737589836, + -0.029705870896577835, + -0.017622699961066246, + -0.033251240849494934, + -0.010385089553892612, + -0.015018284320831299, + 0.019978826865553856, + 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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 ::= | \n ::= \"=\" \"avapConnector(\" \")\"\n ::= [ \"=\" ] \".\" \"(\" [] \")\"\n\n/* Cliente HTTP con Timeout Obligatorio */\n ::= | \n ::= \"RequestPost(\" \",\" \",\" \",\" \",\" \",\" \")\"\n ::= \"RequestGet(\" \",\" \",\" \",\" \",\" \")\"\n\n/* ORM y Persistencia (Estandarizado con tableName) */\n ::= | | | | | \n ::= \"ormDirect(\" \",\" \")\"\n ::= \"ormCheckTable(\" \",\" \")\"\n ::= \"ormCreateTable(\" \",\" \",\" \",\" \")\"\n\n/* ormAccessSelect(fields, tableName, selector, varTarget) */\n ::= \"ormAccessSelect(\" \",\" \",\" [] \",\" \")\"\n ::= \"*\" | \n\n/* ormAccessInsert(fieldsValues, tableName, varTarget) */\n ::= \"ormAccessInsert(\" \",\" 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+ 0.03308366239070892, + -0.019905921071767807, + -0.0007451935671269894, + 0.02215498499572277, + -0.0035612897481769323, + -0.017611559480428696 + ], + "start_index": 14534, + "end_index": 17796, + "token_count": 488, + "file_type": "avap_docs", + "filename": "avap.md" + } + }, + { + "_index": "avap-docs-test-v4-bge", + "_id": "d4fbaecb-52b9-5236-9f5f-36e8e44e280b", + "_source": { + "text": "\n\n> **Nota de implementación:** `` se distingue de `` (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. 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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", + "embedding": [ + -0.0031757233664393425, + -0.013617957942187786, + -0.005585663951933384, + -0.0019128555431962013, + -0.032200172543525696, + -0.022517861798405647, + -0.006521978881210089, + 0.041390273720026016, + 0.028612978756427765, + 0.0023828877601772547, + -0.02401777356863022, + 0.004554754588752985, + -0.015533124096691608, + -0.002173422835767269, + -0.0008939317776821554, + 0.018386434763669968, + 0.013754035346210003, + -0.004712627734988928, + 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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 ::= | | \n | | | | \n\n/* Manipulación de listas y JSON */\n ::= \"variableToList(\" \",\" \")\"\n | \"itemFromList(\" \",\" \",\" \")\"\n | \"getListLen(\" \",\" \")\"\n | \"variableFromJSON(\" \",\" \",\" \")\"\n | \"AddVariableToJSON(\" \",\" \",\" \")\"\n\n/* Criptografía */\n ::= \"encodeSHA256(\" \",\" \")\"\n | \"encodeMD5(\" \",\" \")\"\n\n/* Expresiones regulares */\n ::= \"getRegex(\" \",\" \",\" \")\"\n\n/* Fecha/hora actual -> string */\n ::= \"getDateTime(\" \",\" \",\" \",\" \")\"\n/* Argumentos: formato_salida, timedelta, zona_horaria, destino */\n\n/* Conversiones epoch ↔ string */\n ::= \"stampToDatetime(\" \",\" \",\" \",\" \")\"\n/* Argumentos: epoch_origen, formato, timedelta, destino */\n | \"getTimeStamp(\" \",\" \",\" \",\" \")\"\n/* Argumentos: fecha_string, formato_entrada, timedelta, destino */\n\n/* Cadenas */\n ::= \"randomString(\" \",\" \",\" \")\"\n/* Argumentos: patron, longitud, destino */\n\n ::= \"replace(\" \",\" \",\" \",\" \")\"\n/* Argumentos: origen, patron_busqueda, reemplazo, destino */", + "embedding": [ + -0.04102248325943947, + -0.006793506909161806, + -0.027567539364099503, + -0.010595056228339672, + -0.04523775726556778, + -0.07728992402553558, + -0.0003459065919741988, + 0.020733853802084923, + 0.008379190228879452, + 0.02224251627922058, + -0.014034564606845379, + 0.04052034765481949, + -0.0027285395190119743, + 0.014269961044192314, + 0.02759363502264023, + -0.01004842296242714, + -0.006432584021240473, + 0.013965241611003876, + 0.022065475583076477, + -0.04612891003489494, + -0.014726076275110245, + -0.011682448908686638, + 0.028986524790525436, + 0.04593309760093689, + -0.003875256283208728, + -0.002477871486917138, + 0.034611236304044724, + -0.01673240214586258, + 0.024446064606308937, + 0.027754975482821465, + -0.021776599809527397, + 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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\" \"(\" [] \")\" \"{\" \n \n \"}\" \n ::= (\",\" )*\n ::= \"return(\" [] \")\"", + "embedding": [ + -0.022854607552289963, + 0.01764252409338951, + -0.013118421658873558, + 0.04586886987090111, + -0.016341226175427437, + -0.04239613190293312, + 0.027563119307160378, + 0.019706420600414276, + 0.008982976898550987, + 0.03704826161265373, + -0.006574112921953201, + 0.015447122044861317, + -0.03316698595881462, + 0.005453734192997217, + 0.031120119616389275, + 0.014313866384327412, + 0.016300413757562637, + -0.012551683001220226, + 0.045751556754112244, + 0.0037238909862935543, + -0.024386659264564514, + 0.02045270800590515, + 0.0002468163438607007, + -0.024725291877985, + 0.03622797876596451, + 0.05756346881389618, + -0.04867628961801529, + -0.053752392530441284, + -0.03088584914803505, + 0.017931917682290077, + 0.02057764306664467, + -0.009420678950846195, + 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Corchetes angulares (`import `) para nativas, comillas (`import \"mis_utils\"`) para locales.\n\n### Especificación BNF (Sección VIII)\n\n\n\n ::= | \n ::= \"include\" \" \" \n ::= \"import\" \" \" ( \"<\" \">\" | )", + "embedding": [ + -0.016145147383213043, + -0.05270957201719284, + -0.032952532172203064, + 0.040773894637823105, + 0.004884388297796249, + -0.044811032712459564, + 0.026512471958994865, + 0.05960816517472267, + 0.04256439954042435, + 0.047372929751873016, + -0.026979828253388405, + -0.0002151309745386243, + 0.0032082977704703808, + -0.013750502839684486, + -0.02062259241938591, + -0.03845834732055664, + -0.009188005700707436, + 0.020718716084957123, + 0.017641467973589897, + -0.02494344487786293, + -0.006036038044840097, + -0.019717784598469734, + 0.01739339902997017, + 0.020835138857364655, + 0.013942396268248558, + 0.016688501462340355, + 0.027182606980204582, + -0.050634123384952545, + -0.020717568695545197, + -0.004293432924896479, + 0.007866057567298412, + 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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 ::= \n ::= ( \"or\" )*\n ::= ( \"and\" )*\n ::= \"not\" | \n\n ::= ( )*\n ::= \"==\" | \"!=\" | \"<\" | \">\" | \"<=\" | \">=\" | \"in\" | \"is\"\n\n ::= ( ( \"+\" | \"-\" ) )*\n ::= ( ( \"*\" | \"/\" | \"%\" ) )*\n ::= ( \"+\" | \"-\" ) | \n ::= [ \"**\" ]\n\n/* Primarios y Átomos (Accesos, Castings, Slicing, Métodos y Funciones)\n La regla cubre también el acceso a métodos de objetos conector\n (conector.metodo(...)) y el acceso por clave a sus resultados (resultado[\"key\"]) */\n ::= \n | \".\" \n | \"[\" \"]\"\n | \"[\" [] \":\" [] [\":\" []] \"]\"\n | \"(\" [] \")\"\n\n ::= \n | \"$\" \n | \n | \"(\" \")\"\n | \n | \n\n/* Estructuras de Datos, Comprensiones y Argumentos */\n ::= \"[\" [] \"]\"\n | \"[\" \"for\" \"in\" [] \"]\"\n ::= \"if\" \n ::= \"{\" [] \"}\"\n ::= ( \",\" )*\n ::= \":\" \n ::= ( \",\" )*\n\n/* Tipo numérico unificado */\n ::= | \n\n/* Literales (Tipos de Datos Primitivos Soportados) */\n ::= | | | \"None\"\n ::= \"True\" | \"False\"\n ::= [0-9]+\n ::= [0-9]+ \".\" [0-9]* | \".\" [0-9]+\n\n/* Cadenas de Texto con soporte de secuencias de escape */\n ::= \"\\\"\" \"\\\"\" | \"'\" \"'\"\n ::= \"\\\\\" ( \"\\\"\" | 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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", + "embedding": [ + -0.038462989032268524, + -0.05203771963715553, + -0.01037910021841526, + 0.0064851162023842335, + -0.02542595937848091, + -0.0514305979013443, + 0.010910997167229652, + 0.0043947407975792885, + 0.006091935094445944, + 0.007819383405148983, + -0.016995247453451157, + -0.007923892699182034, + -0.0284501351416111, + -0.007077653426676989, + 0.02641899138689041, + -0.006018106825649738, + 0.0010389103554189205, + -0.0316174179315567, + 0.012613426893949509, + 0.004418302793055773, + -0.02718978561460972, + -0.001954690320417285, + 0.01625879481434822, + -0.018591511994600296, + 0.021201953291893005, + 0.03196944296360016, + -0.033536139875650406, + -0.042116064578294754, + -0.012175885029137135, + 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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]*", + "embedding": [ + -0.034402914345264435, + 0.0005228408263064921, + 0.015719633549451828, + 0.020306164398789406, + -0.03878670930862427, + -0.02063480205833912, + 0.013352670706808567, + 0.07589521259069443, + -0.009897259995341301, + -0.007430591620504856, + 0.015866177156567574, + 0.0004293851088732481, + -0.00815980602055788, + -0.012030952610075474, + 0.008530333638191223, + 0.0017577342223376036, + 0.003600976662710309, + -0.021553583443164825, + 0.03750397264957428, + 0.005063534714281559, + -0.045643050223588943, + 0.04827602207660675, + 0.01170109398663044, + -0.0052651893347501755, + 0.006737426854670048, + 0.011315948329865932, + -0.028989611193537712, + -0.03646864369511604, + 0.006229897495359182, + 0.016469646245241165, + -0.01934502273797989, + 0.0053924983367323875, + -0.02989036776125431, + 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identificadores**.\n\n## Control de flujo\n\n\n\nif\nelse\nend\nstartLoop\nendLoop\ntry\nexception\nreturn", + "embedding": [ + 0.01330400537699461, + 0.033385053277015686, + -0.006228943355381489, + 0.04239871725440025, + -0.0603782944381237, + -0.06663037836551666, + -0.013014609925448895, + 0.07596082985401154, + -0.0018521809251978993, + 0.0012359184911474586, + -0.013064181432127953, + -0.036232300102710724, + -0.02807248942553997, + -0.013220960274338722, + 0.06503275036811829, + 0.0010187726002186537, + 0.002258335007354617, + -0.005276007577776909, + -0.04206007346510887, + 0.0008830741862766445, + 0.011378923431038857, + 0.020281966775655746, + -0.015563799068331718, + 0.017026657238602638, + -0.02845870889723301, + -0.010789796710014343, + -0.004579051397740841, + -0.0573456771671772, + 0.021727316081523895, + 0.023803474381566048, + 0.018041741102933884, + 0.009879667311906815, + 0.0001998098159674555, + -0.04224585369229317, + -0.005146999843418598, + -0.031154252588748932, 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coincidencia**.\n\n---\n\n## Operadores de comparación\n\n\n\n==\n!=\n<\n>\n<=\n>=", + "embedding": [ + -0.04079045355319977, + -0.004679677076637745, + -0.05284198746085167, + 0.030128225684165955, + -0.031083140522241592, + 0.011148757301270962, + -0.009444914758205414, + 0.05218420922756195, + 0.0029052970930933952, + 0.02466760389506817, + -0.022526266053318977, + -0.03651938959956169, + 0.014967553317546844, + -0.006273943930864334, + -0.003049345687031746, + -0.028290387243032455, + 0.032675839960575104, + 0.004205536562949419, + -0.007860947400331497, + 0.02932419255375862, + -0.03826345130801201, + -0.02768656238913536, + -0.01193863246589899, + 0.03233658894896507, + -0.06972160190343857, + -0.010454581119120121, + 0.004700764548033476, + -0.020550575107336044, + -0.0036372453905642033, + 0.015978405252099037, + -0.010352053679525852, + -0.018421737477183342, + 0.016668548807501793, + -0.02148532308638096, + -0.03822948411107063, + -0.007836286909878254, + 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"file_type": "avap_docs", + "filename": "avap.md" + } + }, + { + "_index": "avap-docs-test-v4-bge", + "_id": "e548ae15-5443-5ed2-861a-8d88cf660c1a", + "_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:", + "embedding": [ + 0.03554343804717064, + 0.008164269849658012, + -0.02701898291707039, + 0.020046895369887352, + -0.04258456453680992, + -0.06782826781272888, + -0.016134854406118393, + 0.07348411530256271, + 0.033136844635009766, + 0.003765462664887309, + -0.010769963264465332, + -0.025743920356035233, + 0.016700275242328644, + -0.006918461062014103, + 0.011945370584726334, + 0.0007524477550759912, + 0.03344669193029404, + 0.01873842068016529, + 0.01730187050998211, + -0.01775483600795269, + -0.05781559646129608, + -0.032304249703884125, + 0.013099352829158306, + -0.012462452054023743, + -0.028630999848246574, + 0.015361503697931767, + -0.004616692662239075, + -0.01990562304854393, + 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"_index": "avap-docs-test-v4-bge", + "_id": "ac094fdb-29c3-59e9-9eab-ad7d74d67939", + "_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\" )", + "embedding": [ + -0.038682207465171814, + -0.024550851434469223, + -0.008957968093454838, + 0.025116190314292908, + 3.6585468478733674e-05, + -0.04311694949865341, + 0.022551007568836212, + 0.07529116421937943, + -0.01924126408994198, + -0.005230372305959463, + -0.009059987962245941, + -0.01845862716436386, + -0.028500650078058243, + -0.017043661326169968, + 0.003529253415763378, + 0.03388518467545509, + 0.011735744774341583, + -0.00520707294344902, + 0.010051045566797256, + -0.012336659245193005, + -0.04136450216174126, + 0.043491899967193604, + 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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", + "embedding": [ + -0.02955440990626812, + -0.009927619248628616, + -0.002941614016890526, + 0.03795993700623512, + -0.014490277506411076, + -0.023802628740668297, + 0.014968354254961014, + 0.10415082424879074, + -0.005900450516492128, + -0.013697149232029915, + -0.018980301916599274, + -0.0037165372632443905, + -0.030870696529746056, + 0.023039676249027252, + -0.03460141271352768, + 0.024176044389605522, + 0.0005663332412950695, + -0.03443150222301483, + 0.010082383640110493, + -0.00898596178740263, + -0.01424700953066349, + 0.004172538407146931, + 0.015242122113704681, + -0.006948097143322229, + -0.035856541246175766, + 0.0229805838316679, + -0.00836904812604189, + 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El EOL físico sigue siendo el único terminador.\n\n---\n\n# X.8 Literales booleanos\n\nTokens:\n\n\n\nTrue\nFalse", + "embedding": [ + -0.035994354635477066, + 0.004323293454945087, + -0.013165644370019436, + -0.027646036818623543, + -0.045727040618658066, + -0.059604547917842865, + 0.012709853239357471, + 0.07744420319795609, + -0.02020890638232231, + -0.007091744337230921, + 0.007092909887433052, + -0.0013121147640049458, + 0.00199110247194767, + -0.03054078482091427, + 0.02031739056110382, + -0.02730122208595276, + -0.009514715522527695, + -0.00022276175150182098, + 0.04170962795615196, + 0.0028277405072003603, + -0.06721802055835724, + 0.039348896592855453, + 0.004067146684974432, + 0.04120113328099251, + 0.027669396251440048, + 0.021126385778188705, + 0.023274153470993042, + -0.011718212626874447, + -0.03253790736198425, + 0.046200819313526154, + 0.0003049332008231431, + 0.0446770116686821, + -0.0012710369192063808, + -0.018951931968331337, + -0.02573649026453495, + 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construye el AST según las reglas BNF\n de las Secciones I–IX.", + "embedding": [ + -0.008335959166288376, + -0.022935759276151657, + -0.01349738147109747, + 0.003462716704234481, + -0.010662894695997238, + -0.03642546012997627, + 0.006247238256037235, + 0.004005510360002518, + -0.007843232713639736, + 0.005876524373888969, + -0.012933898717164993, + -0.03488519787788391, + -0.026475410908460617, + 0.006570831872522831, + 0.027460943907499313, + 0.012893935665488243, + -0.006691883318126202, + 0.0043366146273911, + -0.01448272168636322, + 0.002587036695331335, + -0.019387969747185707, + 0.007731425575911999, + 0.012264378368854523, + 0.0535169281065464, + 0.01474785152822733, + 0.018875794485211372, + -0.022945497184991837, + -0.020789848640561104, + -0.0425395630300045, + 0.03567564859986305, + -0.015108662657439709, + -0.0020593588706105947, + -0.00938617717474699, + -0.02263101562857628, + -0.015274825505912304, + -0.017816629260778427, + 0.025447804480791092, + 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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", + "embedding": [ + -0.016718605533242226, + -0.013123844750225544, + -0.003260531462728977, + 0.0033501763828098774, + -0.014895599335432053, + -0.04884062334895134, + 0.002264463109895587, + 0.005810657516121864, + -0.0024521304294466972, + -0.042231421917676926, + -0.01762818731367588, + 0.01464813482016325, + -0.05724090710282326, + -0.011280330829322338, + 0.02717890404164791, + -0.004759857431054115, + -0.012335922569036484, + 0.01582663133740425, + -0.01675700768828392, + -0.01105200219899416, + -0.0323207825422287, + 0.0014863598626106977, + 0.01971103996038437, + 0.03657887503504753, + 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"cb97e45f-ac97-58ee-9a6c-7c0a4dcd7103", + "_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", + "embedding": [ + 0.016055641695857048, + -0.022426296025514603, + -0.0010081701911985874, + -0.01939328759908676, + -0.03859079256653786, + -0.010535179637372494, + 0.03796769678592682, + 0.035854123532772064, + 0.014215091243386269, + -0.042996421456336975, + -0.0014591517392545938, + 0.04299818351864815, + -0.006162996869534254, + -0.017361387610435486, + 0.03377453237771988, + 0.03348301351070404, + -0.012863390147686005, + -0.03607100620865822, + 0.012617073953151703, + 0.008869682438671589, + -0.027801375836133957, + 0.03635420277714729, + -0.0060841916128993034, + 0.002756679430603981, + 0.015110270120203495, + -0.003561990102753043, + -0.06250301003456116, + 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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", + "embedding": [ + -0.05013393238186836, + 0.0074411495588719845, + -0.022759022191166878, + 0.00918859988451004, + 0.001010964740999043, + -0.06363888829946518, + -0.023018728941679, + 0.005035101901739836, + 0.03558282181620598, + 0.022743593901395798, + 0.005766492802649736, + 0.00951236579567194, + -0.03220132738351822, + 0.005021627061069012, + 0.0184069462120533, + 0.04502692073583603, + 0.0012315146159380674, + -0.005379281938076019, + -0.005602685734629631, + 0.005404318682849407, + -0.0547303669154644, + -0.009046224877238274, + -0.02540033869445324, + -0.004787232261151075, + 0.009396110661327839, + 0.033716533333063126, + -0.029364965856075287, + -0.04638370871543884, + -0.04116900637745857, + 0.06203596666455269, + -0.028810517862439156, 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"filename": "avap.md" + } + }, + { + "_index": "avap-docs-test-v4-bge", + "_id": "215deaad-dc07-5657-8c96-ef57da5166a9", + "_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", + "embedding": [ + -0.027656637132167816, + -0.007024420890957117, + -0.026595212519168854, + 0.020757295191287994, + -0.002639082260429859, + -0.013750782236456871, + 0.0006024754256941378, + 0.020874179899692535, + 0.03810783103108406, + 0.008811470121145248, + -0.000530873192474246, + -0.0025665839202702045, + 0.006720155011862516, + 0.019692977890372276, + 0.008000030182301998, + 0.039262667298316956, + 0.004443863406777382, + -0.0021259277127683163, + 0.0018854659283533692, + 0.0026144322473555803, + -0.03452650457620621, + 0.025545183569192886, + -0.0006028712959960103, + 0.015764782205224037, + 0.018841581419110298, + 0.022488128393888474, + -0.021501101553440094, + -0.020301716402173042, + -0.02376711741089821, + 0.031758230179548264, + -0.03219568356871605, + -0.0355665385723114, + -0.04471418634057045, + 0.010508819483220577, + -0.05855197831988335, + -0.030262885615229607, + -0.028292307630181313, + -0.06346887350082397, + -0.029255205765366554, + 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"start_index": 37413, + "end_index": 37858, + "token_count": 85, + "file_type": "avap_docs", + "filename": "avap.md" + } + }, + { + "_index": "avap-docs-test-v4-bge", + "_id": "43a9deee-669f-5792-bc5d-cfae0ba0e756", + "_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}", + "embedding": [ + -0.02887088619172573, + -0.0005150501383468509, + -0.03183673322200775, + 0.02132892981171608, + -0.008350781165063381, + -0.025998948141932487, + -0.024853788316249847, + 0.030797045677900314, + 0.013050145469605923, + -0.007232292089611292, + 0.028166942298412323, + -0.010570801794528961, + -0.0019461052725091577, + -0.022939853370189667, + -0.009048406966030598, + 0.021263403818011284, + 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XI.1.6 Acceso desde goroutines\n\nLas goroutines creadas mediante:\n\n\n\ngo funcion()", + "embedding": [ + -0.015628576278686523, + 0.023523088544607162, + -0.03587806597352028, + 0.02695084549486637, + -0.02379392832517624, + -0.034498490393161774, + -0.03996511921286583, + 0.09808381646871567, + 0.0014622434973716736, + 0.006882089655846357, + 0.01086574699729681, + -0.040030110627412796, + 0.020332900807261467, + -0.016704587265849113, + -0.01413707248866558, + 0.06162462756037712, + 0.0220994483679533, + 0.02736356109380722, + 0.023506199941039085, + -0.012327534146606922, + -0.04750201478600502, + -0.018920809030532837, + -0.004174836911261082, + 0.0019210200989618897, + -0.006384267937391996, + 0.01344096940010786, + -0.013722758740186691, + -0.021453557536005974, + 0.030973004177212715, + 0.0011935370275750756, + -0.013579214923083782, + -0.0047428663820028305, + -0.0265225637704134, + -0.027742883190512657, + -0.053832463920116425, + -0.010030805133283138, + 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+ "addResult": true + } + }, + { + "_index": "avap-docs-test-v4-bge", + "_id": "7cba798e-ea35-50f9-93f1-5995ca24b8fa", + "_source": { + "text": "ormCheckTable(tabla_pruebas,resultado_comprobacion) if(resultado_comprobacion,False,'==') ormCreateTable(\"username,age\",'VARCHAR,INTEGER',tabla_pruebas,resultado_creacion) end() addResult(resultado_comprobacion) addResult(resultado_creacion)", + "embedding": [ + 0.019313370808959007, + -0.02605755440890789, + -0.038128506392240524, + 0.008028410375118256, + -0.028838027268648148, + -0.012760931625962257, + -0.011655217036604881, + 0.04468837007880211, + -0.01919332705438137, + -0.008754629641771317, + -0.012660744599997997, + -0.025171784684062004, + -0.02768116071820259, + -0.01498748455196619, + 0.009826555848121643, + -0.002488917438313365, + -0.020206263288855553, + -0.0007530960720032454, + -0.006070708390325308, + 0.016312120482325554, + -0.020604576915502548, + -0.02190527506172657, + 0.04460914433002472, + 0.013660968281328678, + 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resultado = suma(10, 20) addResult(resultado)", + "embedding": [ + 0.003556724637746811, + 0.023978188633918762, + -0.05139068141579628, + -0.019487891346216202, + -0.04090731218457222, + 0.003743669018149376, + -0.012699997052550316, + 0.04629563167691231, + -0.02034175768494606, + -0.02993130497634411, + -0.01228942908346653, + 0.05236232280731201, + -0.01570434309542179, + -0.02159571461379528, + -0.028982115909457207, + 0.04249713197350502, + 0.014450322836637497, + 0.01190575584769249, + 0.009192564524710178, + -0.011834904551506042, + 0.006108806002885103, + 0.045243460685014725, + -0.029202625155448914, + 0.009168599732220173, + -0.02800404280424118, + -0.01023896224796772, + 0.011395002715289593, + -0.006327531300485134, + -0.0009764267597347498, + 0.0022217591758817434, + 0.024386009201407433, + -0.04138122498989105, + -0.011275874450802803, + -0.05532669275999069, + -0.041357915848493576, + 0.02339133992791176, + -0.027343271300196648, + -0.02743353694677353, + 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denegado: falta API KEY\") addResult(error) end()", + "embedding": [ + 0.018402311950922012, + -0.011288673616945744, + 0.009758851490914822, + 0.008996348828077316, + -0.04749492183327675, + -0.0019989146385341883, + 0.012287840247154236, + 0.05686720088124275, + -0.017689045518636703, + -0.003139867214486003, + -0.000719704432412982, + -0.006318085826933384, + -0.01536154467612505, + 0.024215467274188995, + -0.01740305870771408, + -0.009658304043114185, + -0.00010470261622685939, + 0.008446356281638145, + 0.030873311683535576, + 0.019457228481769562, + -0.030473876744508743, + 0.022366568446159363, + 0.004659954458475113, + 0.035926878452301025, + 0.01005107443779707, + 0.013978608883917332, + -0.008597887121140957, + -0.022373666986823082, + -0.014613191597163677, + -0.021983325481414795, + -0.03796400874853134, + -0.037888847291469574, + -0.012374095618724823, + -0.0573786236345768, + -0.014362758956849575, + 0.006266043055802584, + -0.02309064194560051, + -0.0063645364716649055, + 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exception(e) addVar(error_trace, e) addResult(error_trace) end()", + "embedding": [ + -0.020677853375673294, + -0.011673140339553356, + 0.0008474961505271494, + 0.04134263098239899, + -0.038560718297958374, + -0.015257949009537697, + -0.009488191455602646, + 0.05265401676297188, + -0.03772902116179466, + -0.020280737429857254, + 0.0012540059396997094, + 0.015782011672854424, + -0.015803160145878792, + 0.029188934713602066, + 0.00183430640026927, + 0.011819906532764435, + -0.006791429594159126, + -0.017364652827382088, + 0.005139962304383516, + 0.006705360021442175, + 0.002341154497116804, + 0.0470837764441967, + -0.007958991453051567, + -0.0038235995452851057, + 0.02231781929731369, + -0.013978807255625725, + -0.0322798490524292, + -0.019209258258342743, + 0.0020753364078700542, + -0.013439437374472618, + 0.017065197229385376, + -0.0323592945933342, + -0.0013152670580893755, + -0.06344816833734512, + -0.04274151846766472, + 0.01125437580049038, + -0.021426107734441757, + 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"asignacion_booleana.avap", + "addResult": true, + "assignment": true + } } ] \ No newline at end of file diff --git a/ingestion/chunks-harrier.json b/ingestion/chunks-harrier.json new file mode 100644 index 0000000..dffd76a --- /dev/null +++ b/ingestion/chunks-harrier.json @@ -0,0 +1,95603 @@ +[ + { + "_index": "avap-docs-test-v4-harrier", + "_id": "632cc170-5f86-54b1-a133-2201f6167054", + "_source": { + "text": "subtotal = 150.50\niva = subtotal * 0.21\ntotal = subtotal + iva\naddResult(total)", + "embedding": [ + 0.018511567264795303, + -0.04979187995195389, + -2.1630040922658615e-38, + -0.17088821530342102, + 0.009900043718516827, + 0.12745565176010132, + 0.03572486713528633, + -0.05802496150135994, + 0.017512299120426178, + -0.027853326871991158, + 0.04106726869940758, + 0.05758382007479668, + 0.018619652837514877, + 0.0, + -0.0015339554520323873, + 0.016709543764591217, + -0.03404616191983223, + -0.028094176203012466, + 0.04114081338047981, + 0.0717008039355278, + 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"token_count": 36, + "file_type": "avap_code", + "filename": "construccion_dinamica_de_objeto.avap", + "addResult": true, + "addVar": true, + "assignment": true, + "call": true + } + }, + { + "_index": "avap-docs-test-v4-harrier", + "_id": "4fbbb9ff-d98a-5698-9437-e72eb8f1ffbb", + "_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)", + "embedding": [ + 0.014301981776952744, + -0.036209963262081146, + -5.073736280680667e-38, + -0.2997874319553375, + 0.027996249496936798, + 0.06052788719534874, + 0.03606417030096054, + 5.5597258324269205e-05, + -0.01380116492509842, + -0.01671610027551651, + 0.015313372015953064, + 0.02641995996236801, + 0.0166607853025198, + 0.0, + -0.008602108806371689, + 0.018368978053331375, + -0.05309241637587547, + -0.025429125875234604, + -0.02786053903400898, + 0.051359664648771286, + -0.037560295313596725, + 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+ "filename": "funcion_validacion_acceso.avap", + "addResult": true, + "assignment": true, + "function": true, + "if": true, + "return": true + } + }, + { + "_index": "avap-docs-test-v4-harrier", + "_id": "0bea3ec4-d401-52ff-920b-b7be454b68a6", + "_source": { + "text": "encontrado = False\nstartLoop(i, 1, 10)\n if(i, 5, \"==\")\n encontrado = True\n i = 11 \n end()\nendLoop()\naddResult(encontrado)", + "embedding": [ + 0.006237733643501997, + -0.023999048396945, + -3.0157285396198887e-38, + -0.24780896306037903, + -0.007094775792211294, + 0.21818844974040985, + 0.002802895149216056, + -0.03447156772017479, + -0.008465412072837353, + -0.016189206391572952, + 0.018565986305475235, + -0.04798950254917145, + 0.0037774478551000357, + 0.0, + -0.007269592490047216, + 0.013350578024983406, + -0.05530763044953346, + -0.06485366821289062, + 0.005676431115716696, + -0.003765993984416127, + -0.07283400744199753, + 0.041793424636125565, + 0.005192865617573261, + -0.0015651358989998698, + 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'editor' or r == 'root'\")\n acceso = True\nend()\n\naddResult(acceso)", + "embedding": [ + 0.027456779032945633, + -0.01127281878143549, + -3.7377164645373426e-38, + -0.3164433240890503, + 0.011517379432916641, + 0.08783549070358276, + 0.049695875495672226, + -0.017253749072551727, + 9.699103975435719e-05, + 6.72709138598293e-05, + 0.003491007024422288, + -0.041812680661678314, + 0.009860198944807053, + 0.0, + -0.009088938124477863, + 0.025234239175915718, + -0.04153187945485115, + -0.04086373746395111, + -0.015433530323207378, + 0.014393649995326996, + -0.02191212959587574, + 0.008279855363070965, + 0.02382604405283928, + 0.0006856800755485892, + -0.00499708391726017, + -0.009372230619192123, + 0.009175225161015987, + 0.09933193027973175, + 0.01563938893377781, + -0.015550482086837292, + 0.010026738978922367, + -0.0139237679541111, + -0.09361711889505386, + -0.006686283275485039, + -0.02588849514722824, + 0.0, + -0.039981380105018616, + 0.03634289279580116, + 0.021481838077306747, + 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"avap_code", + "filename": "else_estandar.avap", + "addParam": true, + "addResult": true, + "assignment": true, + "if": true + } + }, + { + "_index": "avap-docs-test-v4-harrier", + "_id": "f2db8ea8-9d61-5be0-bd48-d8b78006ba56", + "_source": { + "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 (``) 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 ::= ( | )*\n ::= [ ] [ | ] \n | ( | ) \n ::= /* Retorno de carro / Salto de línea (\\n o \\r\\n) */\n\n ::= \n | \n | \n | \n | \n | \n | \n | \n | \n | \n | \n | \n | \n | \n\n ::= \"=\" \n\n/* Llamada a función global (sin receptor de objeto) */\n ::= \"(\" [] \")\"\n\n/* Llamada a método sobre un objeto conector (con receptor) */\n ::= \"=\" \".\" \"(\" [] \")\"\n\n ::= | \n ::= \"registerEndpoint(\" \",\" \",\" \",\" \",\" \",\" \")\"\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(\" \",\" \")\"\n ::= | | \"$\" \n/* Restricción semántica: al menos uno de los dos debe ser */\n\n ::= [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 ::= \"_status\"", + "embedding": [ + 0.039077650755643845, + -0.04973627254366875, + -8.09289884231723e-38, + -0.20874594151973724, + 0.02321433275938034, + 0.0711127519607544, + 0.03399290144443512, + -0.02781173586845398, + -0.011350946500897408, + -0.046673115342855453, + -0.008037716150283813, + 0.040778398513793945, + -0.025317423045635223, + 0.0, + -0.017571451142430305, + 0.006114988122135401, + -0.09350143373012543, + 0.0782705545425415, + -0.04263559728860855, + 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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 ::= | | | \n ::= \"addParam(\" \",\" \")\"\n ::= \"getListLen(\" \",\" \")\"\n ::= \"getQueryParamList(\" \",\" \")\"\n ::= \"addResult(\" \")\"", + "embedding": [ + 0.029169652611017227, + -0.04711999371647835, + -8.696463314274286e-38, + -0.26259520649909973, + -0.011904779821634293, + 0.10397689789533615, + 0.03658689931035042, + -0.06331484764814377, + -0.043090783059597015, + -0.06336522847414017, + 0.008057573810219765, + 0.025976983830332756, + -0.020885100588202477, + 0.0, + -0.005901399068534374, + 0.02229463867843151, + -0.08132114261388779, + 0.044081468135118484, + -0.049022939056158066, + -0.005639169365167618, + -0.05691485479474068, + 0.04854164645075798, + 0.012941699475049973, + -0.04134958237409592, + -0.025051068514585495, + 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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", + "embedding": [ + 0.035617683082818985, + -0.0428895503282547, + -5.971076809970178e-38, + -0.24028973281383514, + 0.02319953590631485, + 0.12598781287670135, + 0.048945218324661255, + -0.03776576370000839, + -0.025127053260803223, + -0.04062022641301155, + 0.0012373033678159118, + -0.005420401226729155, + -0.002584773814305663, + 0.0, + -0.016605015844106674, + 0.02264218032360077, + -0.13163292407989502, + 0.0077064200304448605, + -0.02466702274978161, + 0.02795565128326416, + -0.04999510571360588, + 0.01002635806798935, + 0.01559179462492466, + -0.02742168866097927, + -0.027229661121964455, + -0.04005172848701477, + 0.018529653549194336, + 0.09345971047878265, + 0.01874379813671112, + -0.0009211958386003971, + 0.021368153393268585, + 0.0024918694980442524, + 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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 ::= | | \n\n ::= \"if(\" \")\" \n \n [ \"else()\" ]\n \"end()\" \n\n ::= | \n\n ::= \"if\" \"(\" \",\" \",\" \")\"\n ::= \"if\" \"(\" \"None\" \",\" \"None\" \",\" \")\"\n\n ::= | \n ::= \"`\" \"`\"\n\n ::= [a-zA-Z_][a-zA-Z0-9_]*\n::= | \n/* Nota: NO incluye la palabra \"None\" */\n\n ::= \"startLoop(\" \",\" \",\" \")\" \n \n \"endLoop()\" \n\n ::= \"try()\" \n \n \"exception(\" \")\" \n \n \"end()\" \n\n ::= 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"token_count": 204, + "file_type": "avap_docs", + "filename": "avap.md" + } + }, + { + "_index": "avap-docs-test-v4-harrier", + "_id": "390b8740-fc1a-51ee-a880-7fb60e4b3a12", + "_source": { + "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 ::= | \n ::= \"=\" \"go\" \"(\" [] \")\"\n ::= \"=\" \"gather(\" [\",\" ] \")\"", + "embedding": [ + 0.010591435246169567, + -0.045163124799728394, + -5.834621168111156e-38, + -0.1859103888273239, + 0.01066392008215189, + 0.10104548186063766, + 0.03065122663974762, + -0.04442497342824936, + -0.015825757756829262, + -0.03836990147829056, + 0.0319722481071949, + -0.014214328490197659, + -0.05118251219391823, + 0.0, + -0.011747271753847599, + 0.009646396152675152, + -0.07672527432441711, + 0.044296745210886, + -0.02417365089058876, + 0.025781797245144844, + -0.040430862456560135, + 0.03951925039291382, + 0.026945311576128006, + -0.03218739852309227, + -0.03175976499915123, + -0.015027296729385853, + -0.009434557519853115, + 0.09696287661790848, + 0.020763374865055084, + 0.000567397044505924, + -0.018779220059514046, + 0.057772405445575714, + -0.05350884422659874, + 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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. 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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 ::= | \n ::= \"=\" \"avapConnector(\" \")\"\n ::= [ \"=\" ] \".\" \"(\" [] \")\"\n\n/* Cliente HTTP con Timeout Obligatorio */\n ::= | \n ::= \"RequestPost(\" \",\" \",\" \",\" \",\" \",\" \")\"\n ::= \"RequestGet(\" \",\" \",\" \",\" \",\" \")\"\n\n/* ORM y Persistencia (Estandarizado con tableName) */\n ::= | | | | | \n ::= \"ormDirect(\" \",\" \")\"\n ::= \"ormCheckTable(\" \",\" \")\"\n ::= \"ormCreateTable(\" \",\" \",\" \",\" \")\"\n\n/* ormAccessSelect(fields, tableName, selector, varTarget) */\n ::= \"ormAccessSelect(\" \",\" \",\" [] \",\" \")\"\n ::= \"*\" | \n\n/* ormAccessInsert(fieldsValues, tableName, varTarget) */\n ::= \"ormAccessInsert(\" \",\" 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-0.02790887840092182, + 0.04286683350801468, + 0.03952061012387276, + -0.005995876621454954 + ], + "start_index": 14534, + "end_index": 17796, + "token_count": 413, + "file_type": "avap_docs", + "filename": "avap.md" + } + }, + { + "_index": "avap-docs-test-v4-harrier", + "_id": "36312b2a-927c-5f7f-b359-fb9582c088a5", + "_source": { + "text": "\n\n> **Nota de implementación:** `` se distingue de `` (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}", + "embedding": [ + 0.017344051972031593, + -0.039411187171936035, + -1.027127223600996e-37, + -0.25730863213539124, + 0.01845133863389492, + 0.09766648709774017, + 0.015926536172628403, + 0.01066620834171772, + -0.032175153493881226, + -0.05444727838039398, + 0.0005766859394498169, + 0.03854556381702423, + -0.007898792624473572, + 0.0, + -0.013460330665111542, + 0.02707604505121708, + -0.08690133690834045, + 0.07830503582954407, + -0.06346338242292404, + 0.007266963832080364, + -0.032010551542043686, + 0.058188341557979584, + 0.024048449471592903, + -0.01705663464963436, + -0.06183286011219025, + 0.0017125951126217842, + 0.007472991943359375, + 0.08895131200551987, + 0.007968535646796227, + -0.019588306546211243, + -0.024287540465593338, + 0.03312908858060837, + -0.046352554112672806, + -0.01714523322880268, + -0.03709110990166664, + 0.0, + 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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", + "embedding": [ + 0.03459827974438667, + -0.05114901438355446, + -7.664919310017616e-38, + -0.2045506238937378, + 0.026221774518489838, + 0.08790023624897003, + -0.0035691342782229185, + -0.0430850125849247, + -0.03577222302556038, + -0.05869194120168686, + 0.0012243592645972967, + 0.001975064631551504, + -0.027067728340625763, + 0.0, + -0.007639340125024319, + 0.020398657768964767, + -0.10454879701137543, + 0.06299202144145966, + -0.037011679261922836, + 0.0020593602675944567, 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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 ::= | | \n | | | | \n\n/* Manipulación de listas y JSON */\n ::= \"variableToList(\" \",\" \")\"\n | \"itemFromList(\" \",\" \",\" \")\"\n | \"getListLen(\" \",\" \")\"\n | \"variableFromJSON(\" \",\" \",\" \")\"\n | \"AddVariableToJSON(\" \",\" \",\" \")\"\n\n/* Criptografía */\n ::= \"encodeSHA256(\" \",\" \")\"\n | \"encodeMD5(\" \",\" \")\"\n\n/* Expresiones regulares */\n ::= \"getRegex(\" \",\" \",\" \")\"\n\n/* Fecha/hora actual -> string */\n ::= \"getDateTime(\" \",\" \",\" \",\" \")\"\n/* Argumentos: formato_salida, timedelta, zona_horaria, destino */\n\n/* Conversiones epoch ↔ string */\n ::= \"stampToDatetime(\" \",\" \",\" \",\" \")\"\n/* Argumentos: epoch_origen, formato, timedelta, destino */\n | \"getTimeStamp(\" \",\" \",\" \",\" \")\"\n/* Argumentos: fecha_string, formato_entrada, timedelta, destino */\n\n/* Cadenas */\n ::= \"randomString(\" \",\" \",\" \")\"\n/* Argumentos: patron, longitud, destino */\n\n ::= \"replace(\" \",\" \",\" \",\" \")\"\n/* Argumentos: origen, patron_busqueda, reemplazo, destino */", + "embedding": [ + 0.009995907545089722, + -0.03428282588720322, + -7.975871923406378e-38, + -0.2650946080684662, + 0.003030226333066821, + 0.08332045376300812, + -0.00011494299542391673, + 0.013029265217483044, + -0.037665218114852905, + -0.03827151656150818, + 0.025461463257670403, + -0.017004437744617462, + -0.02660692296922207, + 0.0, + -0.017512889578938484, + 0.017807066440582275, + -0.08435587584972382, + 0.0866682231426239, + -0.03707658872008324, + 0.01921495981514454, + 0.01187196560204029, + 0.04663846641778946, + 0.040639348328113556, + -0.007853635586798191, + -0.02751077525317669, + -0.016239162534475327, + -0.00235921167768538, + 0.10715702921152115, + 0.026311470195651054, + 0.014008668251335621, + 0.01117748487740755, + 0.050991255789995193, + 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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\" \"(\" [] \")\" \"{\" \n \n \"}\" \n ::= (\",\" )*\n ::= \"return(\" [] \")\"", + "embedding": [ + 0.005392872728407383, + -0.04083624109625816, + -5.698160481577662e-38, + -0.2237219363451004, + -0.006450798828154802, + 0.11963247507810593, + 0.04359444975852966, + -0.017767181620001793, + -0.04816350340843201, + -0.04379166290163994, + 0.008625388145446777, + -0.040563568472862244, + -0.024127833545207977, + 0.0, + -0.017751643434166908, + 0.01324610598385334, + -0.05483715608716011, + 0.05555780604481697, + -0.03586960956454277, + -7.709951751166955e-05, + -0.07715717703104019, + 0.041075821965932846, + 0.018662894144654274, + -0.02965153194963932, + -0.03900809958577156, + -0.011522479355335236, + 0.012169936671853065, + 0.12234251201152802, + 0.03193947672843933, + 0.0014538635732606053, + -0.01265881210565567, + 0.045244090259075165, + -0.06940974295139313, + 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Corchetes angulares (`import `) para nativas, comillas (`import \"mis_utils\"`) para locales.\n\n### Especificación BNF (Sección VIII)\n\n\n\n ::= | \n ::= \"include\" \" \" \n ::= \"import\" \" \" ( \"<\" \">\" | )", + "embedding": [ + -0.011451322585344315, + -0.04952232912182808, + -3.8851622099923714e-38, + -0.2167126089334488, + 0.012739120051264763, + 0.1513107866048813, + 0.046674251556396484, + -0.08788273483514786, + -0.050562892109155655, + -0.027377519756555557, + 0.016380414366722107, + -0.021689126268029213, + -0.029799019917845726, + 0.0, + -0.015309593640267849, + 0.019584596157073975, + -0.10951623320579529, + 0.10354716330766678, + -0.06144924834370613, + -0.0054410831071436405, + -0.04471849277615547, + 0.013086853548884392, + 0.013614516705274582, + -0.006021750625222921, + -0.0363408625125885, + -0.012026486918330193, + 0.012371094897389412, + 0.08530224114656448, + 0.026436319574713707, + -0.00030090572545304894, + -0.018999960273504257, + 0.03172233700752258, + 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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 ::= \n ::= ( \"or\" )*\n ::= ( \"and\" )*\n ::= \"not\" | \n\n ::= ( )*\n ::= \"==\" | \"!=\" | \"<\" | \">\" | \"<=\" | \">=\" | \"in\" | \"is\"\n\n ::= ( ( \"+\" | \"-\" ) )*\n ::= ( ( \"*\" | \"/\" | \"%\" ) )*\n ::= ( \"+\" | \"-\" ) | \n ::= [ \"**\" ]\n\n/* Primarios y Átomos (Accesos, Castings, Slicing, Métodos y Funciones)\n La regla cubre también el acceso a métodos de objetos conector\n (conector.metodo(...)) y el acceso por clave a sus resultados (resultado[\"key\"]) */\n ::= \n | \".\" \n | \"[\" \"]\"\n | \"[\" [] \":\" [] [\":\" []] \"]\"\n | \"(\" [] \")\"\n\n ::= \n | \"$\" \n | \n | \"(\" \")\"\n | \n | \n\n/* Estructuras de Datos, Comprensiones y Argumentos */\n ::= \"[\" [] \"]\"\n | \"[\" \"for\" \"in\" [] \"]\"\n ::= \"if\" \n ::= \"{\" [] \"}\"\n ::= ( \",\" )*\n ::= \":\" \n ::= ( \",\" )*\n\n/* Tipo numérico unificado */\n ::= | \n\n/* Literales (Tipos de Datos Primitivos Soportados) */\n ::= | | | \"None\"\n ::= \"True\" | \"False\"\n ::= [0-9]+\n ::= [0-9]+ \".\" [0-9]* | \".\" [0-9]+\n\n/* Cadenas de Texto con soporte de secuencias de escape */\n ::= \"\\\"\" \"\\\"\" | \"'\" \"'\"\n ::= \"\\\\\" ( \"\\\"\" | 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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", + "embedding": [ + 0.01774740405380726, + -0.05898122489452362, + -5.948284970707628e-38, + -0.22064313292503357, + 0.025878019630908966, + 0.15386797487735748, + 0.04595354199409485, + -0.0043656351044774055, + -0.024253152310848236, + -0.03603985905647278, + 0.004562824033200741, + -0.021457461640238762, + -0.03148370236158371, + 0.0, + -0.017443904653191566, + 0.01956517994403839, + -0.06655672192573547, + 0.025667736306786537, + 0.0011206305352970958, + 0.008628755807876587, + -0.034061796963214874, + 0.040238745510578156, + 0.0035660068970173597, + -0.03270169347524643, + -0.03830324858427048, + 0.014946823939681053, + 0.003525050822645426, + 0.11578772217035294, + 0.02099560759961605, + 0.005726142320781946, + -0.004611901938915253, + 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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]*", + "embedding": [ + 0.003539427649229765, + -0.05212896689772606, + -5.098687801136434e-38, + -0.22020675241947174, + 0.028432924300432205, + 0.1215904951095581, + 0.03147679194808006, + -0.026783177629113197, + -0.05056164041161537, + -0.029356446117162704, + 0.020731743425130844, + -0.015264781191945076, + -0.008503184653818607, + 0.0, + -0.013263973407447338, + 0.0039001854602247477, + -0.05634226277470589, + 0.017861677333712578, + 0.035989295691251755, + 0.04028083756566048, + -0.03685542568564415, + 0.03014604188501835, + 0.007078120484948158, + -0.019535155966877937, + -0.02714403159916401, + 0.0030938636045902967, + 0.016505327075719833, + 0.11290252953767776, + 0.03491377457976341, + 0.015516780316829681, + -0.01852317899465561, + 0.007016738411039114, + -0.05233902484178543, + -0.007257920224219561, 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identificadores representan nombres de variables, funciones o parámetros.\n\n\n\nIDENTIFIER ::= [a-zA-Z_][a-zA-Z0-9_]*", + "embedding": [ + -0.016277574002742767, + -0.05173981934785843, + -4.254384456903767e-38, + -0.2639243006706238, + -0.0018785546999424696, + 0.15893664956092834, + 0.03837575390934944, + -0.06419515609741211, + -0.009906036779284477, + -0.032004475593566895, + 0.011805254966020584, + -0.03282541781663895, + -0.025924446061253548, + 0.0, + -0.015044168569147587, + 0.0039249747060239315, + -0.08054909110069275, + 0.048374202102422714, + -0.015655159950256348, + -0.01463218592107296, + -0.00991733931005001, + 0.029242582619190216, + -0.005167397204786539, + 0.003246033564209938, + -0.043934017419815063, + -0.008724130690097809, + 0.004561936482787132, + 0.07266158610582352, + 0.02184794843196869, + 0.011191515251994133, + 0.035294849425554276, + 0.011059310287237167, + -0.07142101973295212, + 0.009461497887969017, + -0.07584048807621002, + 0.0, + 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"filename": "avap.md" + } + }, + { + "_index": "avap-docs-test-v4-harrier", + "_id": "5af2b551-b1ba-56de-902f-87718e437fb1", + "_source": { + "text": "\n\n## Declaración de funciones\n\n\n\nfunction", + "embedding": [ + 0.00195178366266191, + -0.020914319902658463, + 0.0, + -0.23913541436195374, + 0.032728418707847595, + 0.16260482370853424, + 0.04993646591901779, + -0.04974546283483505, + -0.020891932770609856, + -0.014170153997838497, + 0.03249869495630264, + -0.042809151113033295, + 0.01661735028028488, + 0.0, + -0.01616913639008999, + 0.0033649331890046597, + -0.10429161787033081, + 0.0267348550260067, + 0.01128263957798481, + -0.03743475675582886, + -0.052629053592681885, + 0.03100450709462166, + 0.010808165185153484, + -0.030711809173226357, + -0.04863962158560753, + -0.006057397928088903, + -0.004400680307298899, + 0.09217569977045059, + 0.02461136132478714, + -0.006548667326569557, + -0.002722139237448573, + 0.01610962301492691, + -0.11595283448696136, + 0.023506414145231247, + 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+ { + "_index": "avap-docs-test-v4-harrier", + "_id": "775b95f0-35f3-5613-9a68-797d57c499e0", + "_source": { + "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", + "embedding": [ + 0.002615952165797353, + -0.04283399134874344, + -4.051490452254177e-38, + -0.25769752264022827, + 0.027680713683366776, + 0.14183948934078217, + 0.05551375821232796, + -0.08035967499017715, + -0.060022395104169846, + -0.021374814212322235, + 0.0047167702578008175, + -0.030430184677243233, + -0.019642263650894165, + 0.0, + -0.016844408586621284, + 0.014053919352591038, + -0.02912566065788269, + 0.037739887833595276, + 0.020120222121477127, + 0.002512447303161025, + -0.04459002986550331, + -0.01453525759279728, + -0.005626691970974207, + 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El EOL físico sigue siendo el único terminador.\n\n---\n\n# X.8 Literales booleanos\n\nTokens:\n\n\n\nTrue\nFalse", + "embedding": [ + -0.01346737239509821, + -0.03391512110829353, + -4.2371311096916144e-38, + -0.2400141954421997, + 0.030153637751936913, + 0.14076626300811768, + 0.04347339645028114, + -0.027383023872971535, + -0.04495063051581383, + -0.03233001381158829, + 0.026976583525538445, + -0.04093126580119133, + 0.002580041531473398, + 0.0, + -0.013693013228476048, + 0.008917389437556267, + -0.05635874345898628, + 0.002187865087762475, + 0.04654085636138916, + 0.015909476205706596, + -0.06768690794706345, + -0.004379970021545887, + 0.0212869755923748, + -0.01737046055495739, + -0.02320447377860546, + 0.008953607641160488, + -0.01784369722008705, + 0.10099931806325912, + 0.03539936617016792, + -0.012231013737618923, + 0.0031467739026993513, + -0.019501883536577225, + -0.08052171766757965, + -0.0004337994323577732, + 0.0009729778976179659, + 0.0, + 0.04430870711803436, + 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"filename": "avap.md" + } + }, + { + "_index": "avap-docs-test-v4-harrier", + "_id": "01d36497-1e3e-5c21-972d-cb1b52e3c406", + "_source": { + "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.", + "embedding": [ + -0.02029048651456833, + -0.05428411439061165, + -5.196339806960145e-38, + -0.21666617691516876, + 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"5dac749f-0364-5d9c-b5d0-4d4a05352ce7", + "_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", + "embedding": [ + 0.00471469247713685, + -0.04506971687078476, + -6.346442629608867e-38, + -0.2508624196052551, + 0.02615281566977501, + 0.16737529635429382, + 0.012297752313315868, + -0.03612218052148819, + -0.01089812908321619, + -0.06580324470996857, + 0.033531688153743744, + -0.01936843805015087, + -0.023118268698453903, + 0.0, + -0.02013189159333706, + 0.026947375386953354, + -0.06750818341970444, + 0.041933830827474594, + -0.0038967954460531473, + 0.01067130547016859, + -0.05511193722486496, + 0.03765208646655083, + 0.0048543792217969894, + -0.018762335181236267, + -0.04243095964193344, + 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"_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", + "embedding": [ + -0.024367893114686012, + -0.047275058925151825, + -4.1996794464146836e-38, + -0.26555177569389343, + 0.010192101821303368, + 0.15468527376651764, + 0.04906701296567917, + -0.03820785507559776, + -0.04832076281309128, + -0.033147528767585754, + 0.021225810050964355, + -0.028362637385725975, + -0.011137222871184349, + 0.0, + -0.014064671471714973, + 0.011486136354506016, + -0.06231767684221268, + 0.01407806109637022, + -0.032625406980514526, + 0.0016427701339125633, + -0.01216151937842369, + 0.04044170305132866, + 0.00190241658128798, + -0.023467082530260086, + -0.049271732568740845, + -0.017644142732024193, + -0.011201484128832817, + 0.09718284010887146, + 0.029020968824625015, + 0.017728857696056366, + 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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", + "embedding": [ + -0.033520832657814026, + -0.037099502980709076, + 0.0, + -0.2139994204044342, + -5.512274947250262e-05, + 0.11793611198663712, + 0.07537195831537247, + -0.052863966673612595, + -0.04010166600346565, + -0.05725561082363129, + 0.03231574967503548, + -0.001391742960549891, + -0.009008228778839111, + 0.0, + -0.017264971509575844, + 0.017910350114107132, + -0.07857608795166016, + 0.03629688173532486, + -0.029502036049962044, + -0.018864789977669716, + -0.07127722352743149, + 0.003826593980193138, + 0.028048075735569, + -0.01718350686132908, + -0.0617617703974247, + -0.025138523429632187, + -0.012344637885689735, + 0.10865485668182373, + 0.04262833297252655, + 0.016855768859386444, + -0.020766155794262886, + 0.03190171718597412, + -0.08473166078329086, + 0.01914646103978157, + -0.05613893270492554, + 0.0, 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"\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", + "embedding": [ + 0.0028262485284358263, + -0.03713522478938103, + -2.6418035350622187e-38, + -0.19495128095149994, + 0.011735242791473866, + 0.16810527443885803, + 0.06507095694541931, + -0.04454842209815979, + -0.028626209124922752, + -0.06130623444914818, + 0.013618877157568932, + -0.028537696227431297, + 0.004899358376860619, + 0.0, + -0.01436019316315651, + 0.021519193425774574, + -0.058079879730939865, + 0.02670610137283802, + -0.009696712717413902, + -0.025646403431892395, + -0.062241341918706894, + 0.004020924214273691, + 0.01569768600165844, + -0.03646848350763321, + -0.05758700147271156, + -0.022221043705940247, + 0.0031364019960165024, + 0.10117748379707336, + 0.00984861608594656, + -0.007107122335582972, + 0.0019262045389041305, + 0.03285157307982445, + -0.09385476261377335, + 0.025998568162322044, + -0.06835995614528656, + 0.0, + 0.02807646617293358, + -0.0024543842300772667, + 0.01821729727089405, + 0.007895447313785553, + -0.02842969074845314, + 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"start_index": 37413, + "end_index": 37858, + "token_count": 96, + "file_type": "avap_docs", + "filename": "avap.md" + } + }, + { + "_index": "avap-docs-test-v4-harrier", + "_id": "65b4b8de-38bb-5993-aea0-61febbe9b9d7", + "_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}", + "embedding": [ + -0.011866754852235317, + -0.040992457419633865, + -1.627733862785525e-38, + -0.22859680652618408, + 0.022298229858279228, + 0.14711011946201324, + 0.04093078896403313, + -0.07842837274074554, + -0.025780268013477325, + -0.030081776902079582, + 0.014780227094888687, + -0.03831569105386734, + -0.020977366715669632, + 0.0, + -0.016781682148575783, + 0.012286496348679066, + -0.0586300790309906, + 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goroutines creadas mediante:\n\n\n\ngo funcion()", + "embedding": [ + -0.012879262678325176, + -0.03704074025154114, + -2.2075051275974247e-38, + -0.2155744731426239, + 0.0035976055078208447, + 0.13360226154327393, + 0.07062559574842453, + -0.038357578217983246, + -0.03519100323319435, + -0.025672672316432, + 0.029538070783019066, + -0.04643005505204201, + -0.005862278863787651, + 0.0, + -0.01494219433516264, + 0.005516398698091507, + -0.0463632196187973, + -0.02525905892252922, + -0.020883264020085335, + -0.017136450856924057, + -0.0853470042347908, + 0.026809517294168472, + 0.043895427137613297, + -0.02624058537185192, + -0.04648230969905853, + -0.029529059305787086, + -0.021600566804409027, + 0.10936722159385681, + 0.06175334006547928, + -0.0010054559679701924, + -0.024313950911164284, + 0.019915051758289337, + -0.07635719329118729, + 0.019597027450799942, + -0.05716075375676155, + 0.0, + 0.03664509207010269, + 0.008553997613489628, + 0.03128720819950104, + -0.002585453214123845, + 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"_id": "9b7e861f-87a4-572d-817a-eade53a88953", + "_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)", + "embedding": [ + 0.010668127797544003, + -0.04112262278795242, + -2.5821017745090456e-38, + -0.3211632966995239, + 0.02510288916528225, + 0.08762357383966446, + 0.03949854150414467, + -0.0007434938452206552, + -0.0546281598508358, + -0.020085304975509644, + -0.015175679698586464, + -0.03904721885919571, + 0.050832606852054596, + 0.0, + -0.009889660403132439, + 0.011896486394107342, + -0.07821665704250336, + 0.003269623266533017, + -0.008957636542618275, + -0.00042111962102353573, + 0.006804381962865591, + 0.03053012490272522, + 0.02693050540983677, + -0.018255211412906647, + -0.02427740767598152, + -0.00537464814260602, + -0.028328653424978256, + 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"avap_code", + "filename": "funcion_de_suma.avap", + "addResult": true, + "assignment": true, + "function": true, + "return": true + } + }, + { + "_index": "avap-docs-test-v4-harrier", + "_id": "5e58d0e0-51a9-5d01-bb77-864759b58da6", + "_source": { + "text": "addParam(\"password\",pass_nueva)\npass_antigua = \"password\"\nif(pass_nueva, pass_antigua, \"!=\")\n addVar(cambio, \"Contraseña actualizada\")\nend()\naddResult(cambio)", + "embedding": [ + -0.006556082516908646, + -0.049653101712465286, + -2.3340310284083947e-38, + -0.28957700729370117, + 0.014964606612920761, + 0.06733638048171997, + 0.0299666915088892, + -0.015772812068462372, + -0.028252562507987022, + -0.029164887964725494, + 0.0033309056889265776, + -0.02335274964570999, + 0.006478440947830677, + 0.0, + -0.005401082802563906, + 0.003404882038012147, + -0.045671992003917694, + 0.00917794369161129, + -0.019366629421710968, + 0.011590945534408092, + -0.039304737001657486, + 0.03409238159656525, + 0.03038487583398819, + 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subtotal * 0.21\ntotal = subtotal + iva\naddResult(total)", + "embedding": [ + -0.019008053466677666, + 0.009385915473103523, + -0.0031712024938315153, + -0.005724302493035793, + -0.02819092385470867, + -0.030218251049518585, + 0.005518510937690735, + 0.03490244224667549, + -0.05576210469007492, + -0.017034146934747696, + 0.025258174166083336, + -0.0026604707818478346, + -0.0008098332909867167, + -0.0007828803500160575, + -0.006015417631715536, + -0.014500375837087631, + 0.00756852189078927, + -0.02378121018409729, + -0.03243251517415047, + 0.06048796325922012, + -0.09502925723791122, + -0.030167216435074806, + -0.04693261906504631, + 0.008134478703141212, + -0.03723036125302315, + 0.047292981296777725, + -0.009562985971570015, + 0.04698937013745308, + 0.04794549196958542, + -0.0608396902680397, + 0.0735187903046608, + 0.038648009300231934, + -0.07134950906038284, + 0.0204655509442091, + -0.001671151607297361, + -0.00539762107655406, + 0.023508578538894653, + -0.011065097525715828, + 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0.20)\nend()\naddResult(descuento)", + "embedding": [ + 0.010105258785188198, + 0.01449113804847002, + -0.010223675519227982, + -0.017748907208442688, + 0.042362477630376816, + -0.045643363147974014, + -0.012186639942228794, + -0.012603730894625187, + -0.02010786347091198, + 0.057266995310783386, + -0.0074120862409472466, + -0.005005808547139168, + 0.02957388013601303, + -0.008826064877212048, + -0.0466427206993103, + 0.02319817803800106, + 0.04036387428641319, + -0.021039456129074097, + -0.027091970667243004, + 0.042255375534296036, + 0.03051215410232544, + -0.040014468133449554, + -0.027815567329525948, + 0.08158504962921143, + 0.037383999675512314, + 0.04332616180181503, + -0.014610436744987965, + 0.021398404613137245, + 0.02008601650595665, + -0.053554318845272064, + 0.014655256643891335, + -0.04849579185247421, + -0.06760864704847336, + -0.025882182642817497, + 0.003951886668801308, + -0.013735412620007992, + -0.02345532737672329, + 0.031667135655879974, + -0.029741307720541954, + 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AddvariableToJSON(item,'valor_generado',mi_json)\nendLoop()\naddResult(mi_json)\n\n", + "embedding": [ + 0.024452675133943558, + 0.05666063725948334, + -0.01416948065161705, + -0.09500028938055038, + 0.03540970757603645, + 0.00963779166340828, + -0.001690354896709323, + 0.0011344471713528037, + 0.020319730043411255, + -0.015671782195568085, + 0.013223670423030853, + 0.0024855018127709627, + -0.029816020280122757, + -0.011826707050204277, + -0.024540115147829056, + 0.06444741785526276, + -0.030946698039770126, + 0.041771795600652695, + -0.0005408645374700427, + -0.010807160288095474, + -0.04510856419801712, + -0.003828412853181362, + -0.04611769691109657, + 0.03241964057087898, + 0.020386554300785065, + -0.047483135014772415, + 0.007506553083658218, + 0.06328296661376953, + 0.04200848564505577, + -0.04331908002495766, + 0.020157095044851303, + -0.01012785267084837, + -0.004066766239702702, + -0.03154883161187172, + -0.035495590418577194, + -0.018320875242352486, + 0.054525066167116165, 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"_source": { + "text": "registros = ['1','2','3']\ngetListLen(registros, total)\ncontador = 0\nstartLoop(idx, 0, 2)\n actual = registros[int(idx)]\nendLoop()\naddResult(actual)", + "embedding": [ + -0.01673387922346592, + -0.009049595333635807, + -0.012233180925250053, + -0.11598823219537735, + 0.0456179715692997, + 0.06017380207777023, + 0.0003164104127790779, + -0.0014315826119855046, + 0.0059818546287715435, + -0.002669805195182562, + 0.012257751077413559, + -0.05289584398269653, + 0.03429415449500084, + -0.009319296106696129, + -0.039386991411447525, + 0.02500283159315586, + -0.017078062519431114, + -0.01201770082116127, + 0.049302615225315094, + -0.0008639010484330356, + -0.020396845415234566, + 0.006592034827917814, + -0.034067295491695404, + 0.028877995908260345, + -0.007137144450098276, + 0.011617934331297874, + -0.0069197495467960835, + 0.02172602340579033, + 0.018912890926003456, + -0.03878165781497955, + 0.07981019467115402, + -0.007490572985261679, + -0.06729644536972046, + 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-0.008389602415263653 + ], + "start_index": 0, + "end_index": 117, + "token_count": 39, + "file_type": "avap_code", + "filename": "else_estandar.avap", + "addParam": true, + "addResult": true, + "assignment": true, + "if": true + } + }, + { + "_index": "avap-docs-test-v4-qwen", + "_id": "4c7ea27c-aa97-59a8-85bf-137a2fbe43cf", + "_source": { + "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 (``) 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 ::= ( | )*\n ::= [ ] [ | ] \n | ( | ) \n ::= /* Retorno de carro / Salto de línea (\\n o \\r\\n) */\n\n ::= \n | \n | \n | \n | \n | \n | \n | \n | \n | \n | \n | \n | \n | \n\n ::= \"=\" \n\n/* Llamada a función global (sin receptor de objeto) */\n ::= \"(\" [] \")\"\n\n/* Llamada a método sobre un objeto conector (con receptor) */\n ::= \"=\" \".\" \"(\" [] \")\"\n\n ::= | \n ::= \"registerEndpoint(\" \",\" \",\" \",\" \",\" \",\" \")\"\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(\" \",\" \")\"\n ::= | | \"$\" \n/* Restricción semántica: al menos uno de los dos debe ser */\n\n ::= [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 ::= \"_status\"", + "embedding": [ + 0.023384984582662582, + -0.0039053817745298147, + -0.011861337348818779, + -0.07918047159910202, + 0.0231177881360054, + 0.001366551499813795, + -0.02010536938905716, + 0.08350621908903122, + 0.0001629794860491529, + -0.07108063250780106, + -0.04443741962313652, + -0.007120110094547272, + -0.022142304107546806, + -0.009647202678024769, + -0.030266176909208298, + 0.05095265433192253, + -0.011936603114008904, + 0.032698020339012146, + 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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 ::= | | | \n ::= \"addParam(\" \",\" \")\"\n ::= \"getListLen(\" \",\" \")\"\n ::= \"getQueryParamList(\" \",\" \")\"\n ::= \"addResult(\" \")\"", + "embedding": [ + 0.0049325451254844666, + -0.0036827202420681715, + -0.009581799618899822, + -0.12328726798295975, + 0.009252205491065979, + -0.004728497937321663, + 0.002968152053654194, + 0.024945180863142014, + -0.04508402943611145, + -0.06145032122731209, + -0.023013316094875336, + -0.012311683967709541, + -0.0552428737282753, + -0.008698727004230022, + -0.03265335410833359, + 0.05959247797727585, + -0.03252997249364853, + -0.026371441781520844, + -0.016132812947034836, + 0.01467338390648365, + -0.041429102420806885, + 0.01976482756435871, + -0.006932236719876528, + 0.040395572781562805, + -0.00736750615760684, + 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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", + "embedding": [ + 0.022521935403347015, + 0.002143847057595849, + -0.012170616537332535, + -0.1350707709789276, + 0.02002580650150776, + 0.023144716396927834, + -0.010231515392661095, + 0.01396893709897995, + 0.016502562910318375, + -0.04882273077964783, + -0.00840552244335413, + -0.10969896614551544, + 0.01202964037656784, + -0.01028342917561531, + -0.04295288771390915, + 0.044002022594213486, + -0.014682656154036522, + -0.025442268699407578, + -0.014246681705117226, + -0.043226923793554306, + -0.00961600337177515, + 0.0045054140500724316, + -0.008478858508169651, + 0.061868853867053986, + 0.020898232236504555, + -0.058824438601732254, + 0.0026585054583847523, + 0.04413403198122978, + -0.020914264023303986, + -0.033191975206136703, + -0.01042050588876009, + 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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 ::= | | \n\n ::= \"if(\" \")\" \n \n [ \"else()\" ]\n \"end()\" \n\n ::= | \n\n ::= \"if\" \"(\" \",\" \",\" \")\"\n ::= \"if\" \"(\" \"None\" \",\" \"None\" \",\" \")\"\n\n ::= | \n ::= \"`\" \"`\"\n\n ::= [a-zA-Z_][a-zA-Z0-9_]*\n::= | \n/* Nota: NO incluye la palabra \"None\" */\n\n ::= \"startLoop(\" \",\" \",\" \")\" \n \n \"endLoop()\" \n\n ::= \"try()\" \n \n \"exception(\" \")\" \n \n \"end()\" \n\n ::= 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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 ::= | \n ::= \"=\" \"go\" \"(\" [] \")\"\n ::= \"=\" \"gather(\" [\",\" ] \")\"", + "embedding": [ + 0.03354804962873459, + -0.045474935322999954, + -0.008808406069874763, + -0.03055117465555668, + 0.06399178504943848, + -0.000540472159627825, + -0.021152973175048828, + -0.0375949963927269, + -0.04207245260477066, + -0.010162172839045525, + -0.03135957568883896, + -0.024782694876194, + 0.02416902966797352, + -0.007175307255238295, + -0.030687659978866577, + 0.05504349246621132, + 0.026232536882162094, + -0.03979930654168129, + -0.04587217792868614, + 0.029698193073272705, + -0.06820360571146011, + 0.05523480847477913, + -0.03730389103293419, + 0.02409186027944088, + 0.004160223063081503, + -0.006574578583240509, + -0.027325505390763283, + 0.08801339566707611, + 0.006686452776193619, + 0.018790937960147858, + -0.07152720540761948, + 0.09735539555549622, + 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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)", + "embedding": [ + -0.0013694216031581163, + -0.019943099468946457, + -0.010189615190029144, + -0.057131435722112656, + 0.06129007413983345, + -0.012332165613770485, + -0.0007822162006050348, + 0.0448286235332489, + 0.01309172436594963, + 0.0024385375436395407, + -0.002640889259055257, + 0.025256114080548286, + -0.06852405518293381, + -0.00863475352525711, + -0.02547316998243332, + 0.038993313908576965, + -0.026053737848997116, + 0.02405535988509655, + -0.018007652834057808, + 0.03723680600523949, + 0.0017731530824676156, + 0.021444231271743774, + 0.019013382494449615, + 0.0656358003616333, + -0.017684131860733032, + -0.039245471358299255, + -0.010113303549587727, + 0.06676508486270905, + -0.05551598593592644, + -0.03482859954237938, + -0.011323816142976284, + -0.0020289893727749586, + -0.058688685297966, + -0.019436396658420563, + -0.048001889139413834, + -0.011381409130990505, + 0.025130171328783035, + 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-0.029625726863741875 + ], + "start_index": 13509, + "end_index": 14534, + "token_count": 173, + "file_type": "avap_docs", + "filename": "avap.md" + } + }, + { + "_index": "avap-docs-test-v4-qwen", + "_id": "cd846b0f-c9a7-5a7c-8712-368ddf48f309", + "_source": { + "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 ::= | \n ::= \"=\" \"avapConnector(\" \")\"\n ::= [ \"=\" ] \".\" \"(\" [] \")\"\n\n/* Cliente HTTP con Timeout Obligatorio */\n ::= | \n ::= \"RequestPost(\" \",\" \",\" \",\" \",\" \",\" \")\"\n ::= \"RequestGet(\" \",\" \",\" \",\" \",\" \")\"\n\n/* ORM y Persistencia (Estandarizado con tableName) */\n ::= | | | | | \n ::= \"ormDirect(\" \",\" \")\"\n ::= \"ormCheckTable(\" \",\" \")\"\n ::= \"ormCreateTable(\" \",\" \",\" \",\" \")\"\n\n/* ormAccessSelect(fields, tableName, selector, varTarget) */\n ::= \"ormAccessSelect(\" \",\" \",\" [] \",\" \")\"\n ::= \"*\" | \n\n/* ormAccessInsert(fieldsValues, tableName, varTarget) */\n ::= \"ormAccessInsert(\" \",\" 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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. 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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", + "embedding": [ + -0.009309468790888786, + 0.03263729810714722, + -0.009887338615953922, + -0.10159434378147125, + 0.08594759553670883, + -0.03587901592254639, + -0.03023589216172695, + 0.016742736101150513, + -0.047093939036130905, + -0.08013992756605148, + -0.01462390087544918, + -0.042267441749572754, + 0.03467613086104393, + -0.008145718835294247, + -0.03751092404127121, + 0.038080137223005295, + 0.012740522623062134, + 0.010750476270914078, + -0.027883194386959076, + 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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 ::= | | \n | | | | \n\n/* Manipulación de listas y JSON */\n ::= \"variableToList(\" \",\" \")\"\n | \"itemFromList(\" \",\" \",\" \")\"\n | \"getListLen(\" \",\" \")\"\n | \"variableFromJSON(\" \",\" \",\" \")\"\n | \"AddVariableToJSON(\" \",\" \",\" \")\"\n\n/* Criptografía */\n ::= \"encodeSHA256(\" \",\" \")\"\n | \"encodeMD5(\" \",\" \")\"\n\n/* Expresiones regulares */\n ::= \"getRegex(\" \",\" \",\" \")\"\n\n/* Fecha/hora actual -> string */\n ::= \"getDateTime(\" \",\" \",\" \",\" \")\"\n/* Argumentos: formato_salida, timedelta, zona_horaria, destino */\n\n/* Conversiones epoch ↔ string */\n ::= \"stampToDatetime(\" \",\" \",\" \",\" \")\"\n/* Argumentos: epoch_origen, formato, timedelta, destino */\n | \"getTimeStamp(\" \",\" \",\" \",\" \")\"\n/* Argumentos: fecha_string, formato_entrada, timedelta, destino */\n\n/* Cadenas */\n ::= \"randomString(\" \",\" \",\" \")\"\n/* Argumentos: patron, longitud, destino */\n\n ::= \"replace(\" \",\" \",\" \",\" \")\"\n/* Argumentos: origen, patron_busqueda, reemplazo, destino */", + "embedding": [ + -0.028257587924599648, + 0.044715143740177155, + -0.012299858964979649, + -0.1168191060423851, + 0.07339224964380264, + -0.04286377504467964, + -0.01519682351499796, + -0.027809035032987595, + -0.07244013249874115, + -0.052428800612688065, + -0.01554292906075716, + -0.06317877024412155, + 0.025534886866807938, + -0.010580290108919144, + -0.03987498581409454, + 0.058233149349689484, + -0.01171199046075344, + 0.008810269646346569, + -0.04326905310153961, + 0.00184026756323874, + 0.05819837749004364, + 0.03845011070370674, + 0.009974773041903973, + 0.022825008258223534, + 0.06680702418088913, + 0.01980534754693508, + -0.033622268587350845, + 0.06814083456993103, + -0.010590814985334873, + -0.05039049685001373, + 0.006408156827092171, + 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-0.009344217367470264, + 0.005819751415401697, + 0.00883578509092331, + -0.015319958329200745, + -0.018642185255885124, + -0.028469813987612724, + 0.021906420588493347, + -0.024554774165153503 + ], + "start_index": 21519, + "end_index": 24685, + "token_count": 359, + "file_type": "avap_docs", + "filename": "avap.md" + } + }, + { + "_index": "avap-docs-test-v4-qwen", + "_id": "57463eeb-769d-51d5-86af-00a33fb4b228", + "_source": { + "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\" \"(\" [] \")\" \"{\" \n \n \"}\" \n ::= (\",\" )*\n ::= \"return(\" [] \")\"", + "embedding": [ + 0.02627154253423214, + -0.01971651427447796, + -0.012146043591201305, + -0.13292375206947327, + 0.024318823590874672, + 0.0005687068332917988, + -0.020142151042819023, + -0.006393494084477425, + -0.032760076224803925, + -0.05581522360444069, + -0.019987361505627632, + -0.06740164011716843, + -0.008893417194485664, + -0.011584489606320858, + -0.035095635801553726, + 0.05252360925078392, + 0.0382656529545784, + 0.016108596697449684, + -0.05638875812292099, + -0.026507021859288216, + -0.06665457785129547, + 0.02534233033657074, + 0.00448044715449214, + 0.055064138025045395, + -0.030038759112358093, + -0.022554833441972733, + 0.001201805891469121, + 0.03181656822562218, + -0.03588372841477394, + -0.04367971047759056, + -0.03933693468570709, + 0.023117097094655037, + 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Corchetes angulares (`import `) para nativas, comillas (`import \"mis_utils\"`) para locales.\n\n### Especificación BNF (Sección VIII)\n\n\n\n ::= | \n ::= \"include\" \" \" \n ::= \"import\" \" \" ( \"<\" \">\" | )", + "embedding": [ + 0.00011532039934536442, + -0.04684309661388397, + -0.011139793321490288, + -0.0785566121339798, + 0.01223107147961855, + -0.01858895644545555, + 0.02208402380347252, + -0.012189286760985851, + -0.011667216196656227, + 0.002707051346078515, + -0.004237585701048374, + -0.048038821667432785, + -0.014263622462749481, + -0.007975321263074875, + -0.023111430928111076, + 0.05383206903934479, + -0.015474907122552395, + 0.08421264588832855, + -0.09261567890644073, + -0.05453941598534584, + -0.0422111339867115, + -0.015361587516963482, + -0.02647237479686737, + 0.0440615713596344, + -0.019239235669374466, + 0.021445192396640778, + 0.013287718407809734, + 0.005410326179116964, + -0.010448203422129154, + -0.01119215413928032, + 0.013679184950888157, + 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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 ::= \n ::= ( \"or\" )*\n ::= ( \"and\" )*\n ::= \"not\" | \n\n ::= ( )*\n ::= \"==\" | \"!=\" | \"<\" | \">\" | \"<=\" | \">=\" | \"in\" | \"is\"\n\n ::= ( ( \"+\" | \"-\" ) )*\n ::= ( ( \"*\" | \"/\" | \"%\" ) )*\n ::= ( \"+\" | \"-\" ) | \n ::= [ \"**\" ]\n\n/* Primarios y Átomos (Accesos, Castings, Slicing, Métodos y Funciones)\n La regla cubre también el acceso a métodos de objetos conector\n (conector.metodo(...)) y el acceso por clave a sus resultados (resultado[\"key\"]) */\n ::= \n | \".\" \n | \"[\" \"]\"\n | \"[\" [] \":\" [] [\":\" []] \"]\"\n | \"(\" [] \")\"\n\n ::= \n | \"$\" \n | \n | \"(\" \")\"\n | \n | \n\n/* Estructuras de Datos, Comprensiones y Argumentos */\n ::= \"[\" [] \"]\"\n | \"[\" \"for\" \"in\" [] \"]\"\n ::= \"if\" \n ::= \"{\" [] \"}\"\n ::= ( \",\" )*\n ::= \":\" \n ::= ( \",\" )*\n\n/* Tipo numérico unificado */\n ::= | \n\n/* Literales (Tipos de Datos Primitivos Soportados) */\n ::= | | | \"None\"\n ::= \"True\" | \"False\"\n ::= [0-9]+\n ::= [0-9]+ \".\" [0-9]* | \".\" [0-9]+\n\n/* Cadenas de Texto con soporte de secuencias de escape */\n ::= \"\\\"\" \"\\\"\" | \"'\" \"'\"\n ::= \"\\\\\" ( \"\\\"\" | 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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", + "embedding": [ + 0.011780744418501854, + -0.033341385424137115, + -0.01097668893635273, + -0.0849861204624176, + -0.009853602387011051, + 0.045326899737119675, + -0.03459090739488602, + 0.04841466620564461, + -0.01958039589226246, + -0.07494746148586273, + 0.023584457114338875, + -0.088562972843647, + 0.027176979929208755, + -0.010175113566219807, + -0.03667395934462547, + 0.024684948846697807, + 0.020017938688397408, + -0.013943653553724289, + -0.010030877776443958, + -0.00234720460139215, + -0.02193419449031353, + 0.038345254957675934, + -0.015828851610422134, + 0.13638482987880707, + -0.012614191509783268, + -0.009250774048268795, + -0.018391987308859825, + -0.02422984316945076, + 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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]*", + "embedding": [ + 0.0035742626059800386, + 0.011563974432647228, + -0.01010394748300314, + -0.07050424814224243, + -0.011161270551383495, + 0.010918702930212021, + -0.03876036778092384, + 0.022501718252897263, + -0.07189642637968063, + -0.06990337371826172, + 0.033407870680093765, + -0.026628056541085243, + 0.032100338488817215, + -0.009338063187897205, + -0.039165399968624115, + 0.004796025343239307, + 0.03299020230770111, + 0.03291292116045952, + 0.015562447719275951, + -0.018610764294862747, + -0.04034698009490967, + -0.012641667388379574, + -0.03754507750272751, + 0.10928495973348618, + 0.007077621761709452, + 0.012784176506102085, + -0.008903962559998035, + 0.022449525073170662, + -0.017466116696596146, + 0.000938569603022188, + -0.011233511380851269, + -0.04778512567281723, + -0.08032283931970596, + 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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>=", + "embedding": [ + -0.025464724749326706, + -0.027027424424886703, + -0.007983679883182049, + -0.06480773538351059, + 0.02062414214015007, + 0.06727197021245956, + -0.020521776750683784, + 0.02040271647274494, + 0.04494302347302437, + -0.05525339022278786, + 0.035944756120443344, + -0.06301386654376984, + 0.0791940987110138, + -0.004831601399928331, + -0.0490376278758049, + 0.051048800349235535, + -0.018116377294063568, + -0.07103585451841354, + -0.015349804423749447, + -0.027915410697460175, + -0.02456597052514553, + -0.0044732061214745045, + 0.002982083475217223, + 0.06283771991729736, + 0.02249688096344471, + 0.02100365422666073, + -0.024418065324425697, + 0.031622420996427536, + -0.025632111355662346, + -0.05299097299575806, + -0.05851441249251366, + 0.01902916468679905, + -0.08494973927736282, + 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"text": "\n\n---\n\n# X.7 Literales\n\n## Enteros\n\n\n\nINTEGER ::= [0-9]+", + "embedding": [ + 0.002590858843177557, + -0.0017805307870730758, + -0.00945401843637228, + -0.10055327415466309, + -0.017674431204795837, + 0.05281227082014084, + -0.0665244311094284, + 0.01994912140071392, + 0.002935209544375539, + -0.0446341335773468, + 0.08986017853021622, + -0.006611260585486889, + 0.0381532683968544, + -0.007681283634155989, + -0.033385004848241806, + 0.04916292801499367, + 0.004705124069005251, + 0.05626916512846947, + 0.022083980962634087, + -0.05388704314827919, + -0.049224503338336945, + 0.041392505168914795, + -0.045601941645145416, + 0.053553979843854904, + 0.040691033005714417, + -0.013027564622461796, + -0.05563090369105339, + 0.048296477645635605, + 0.05463317781686783, + -0.061877232044935226, + 0.017459018155932426, + -0.013129421509802341, + -0.03450247272849083, + -0.017626188695430756, + -0.011218107305467129, + -0.012545936740934849, + 0.029686762019991875, + 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"token_count": 6, + "file_type": "avap_docs", + "filename": "avap.md" + } + }, + { + "_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\" )", + "embedding": [ + 0.0438108816742897, + 0.034617796540260315, + -0.008871866390109062, + -0.07155641168355942, + -0.013579239137470722, + 0.005265419837087393, + 0.004386916756629944, + 0.01272497046738863, + -0.07820361107587814, + -0.07706812024116516, + 9.741207759361714e-05, + 0.00039356847992166877, + -0.021252602338790894, + -0.008157329633831978, + -0.03350400552153587, + 0.03910646587610245, + 0.0666254460811615, + 0.02293480932712555, + 0.0038752579130232334, 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"_id": "e815f69b-db36-5204-82fa-4486b3f46fe3", + "_source": { + "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", + "embedding": [ + 0.04179278016090393, + 0.021004879847168922, + -0.01394790131598711, + -0.09614631533622742, + -0.0028804081957787275, + 0.038470394909381866, + -0.03066631220281124, + -0.002236634958535433, + -0.09271584451198578, + -0.0520939938724041, + -0.006691697519272566, + -0.06732679158449173, + 0.008304168470203876, + -0.012499050237238407, + -0.05082089453935623, + 0.060250889509916306, + 0.05903025344014168, + -0.0009901052108034492, + 0.026305070146918297, + -0.04181917384266853, + -0.08119384944438934, + 0.004968948662281036, + 0.014929191209375858, + 0.11581627279520035, + 0.07945004850625992, + 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El EOL físico sigue siendo el único terminador.\n\n---\n\n# X.8 Literales booleanos\n\nTokens:\n\n\n\nTrue\nFalse", + "embedding": [ + 0.018739446997642517, + 0.04372532665729523, + -0.0088089844211936, + -0.1072453185915947, + -0.03509240597486496, + 0.028205517679452896, + -0.06928844749927521, + 0.013543003238737583, + -0.09002695232629776, + -0.033755626529455185, + 0.03369158133864403, + -0.041402168571949005, + 0.019562164321541786, + -0.009603739716112614, + -0.04854339361190796, + 0.07782845944166183, + 0.014982095919549465, + -0.007161559537053108, + 0.02373916655778885, + -0.054344672709703445, + -0.0743856430053711, + 0.004919020459055901, + 0.015022746287286282, + 0.07607714086771011, + 0.05225713923573494, + 0.040405355393886566, + -0.065921850502491, + 0.03770565241575241, + 0.028198907151818275, + -0.0611359104514122, + -0.02797074429690838, + -0.09897030889987946, + -0.04252905026078224, + -0.04716814309358597, + 0.01482169795781374, + -0.014753456227481365, + 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construye el AST según las reglas BNF\n de las Secciones I–IX.", + "embedding": [ + -0.025755003094673157, + -0.019616926088929176, + -0.010869478806853294, + -0.07673541456460953, + -0.031160062178969383, + 0.020775625482201576, + -0.04409126564860344, + 0.02161163091659546, + -0.00795048475265503, + -0.06991731375455856, + 0.04656929895281792, + -0.0936385840177536, + 0.039874766021966934, + -0.008964838460087776, + -0.04867600277066231, + 0.028860971331596375, + 0.010459431447088718, + -0.0021236930042505264, + -0.030157925561070442, + -0.006251889280974865, + -0.019612686708569527, + 0.004870132077485323, + -0.06452278047800064, + 0.06500957906246185, + 0.0183882899582386, + 0.007835974916815758, + -0.023863617330789566, + 0.02009236440062523, + 0.0361131988465786, + -0.04319765418767929, + -0.03473646938800812, + 0.007275684736669064, + -0.09529255330562592, + -0.0017910957103595138, + 0.013850916177034378, + -0.013210086151957512, + -0.03159557655453682, + -0.011398199014365673, 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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", + "embedding": [ + 0.030604975298047066, + 0.02100609615445137, + -0.010511822067201138, + -0.10575474053621292, + -0.019523147493600845, + 0.05438968166708946, + -0.05401478335261345, + 0.03208599612116814, + -0.021211130544543266, + -0.05403899773955345, + 0.0610295794904232, + -0.05458080396056175, + 0.06047404184937477, + -0.009186403825879097, + -0.036167826503515244, + 0.051109109073877335, + 0.03844698891043663, + 0.013801672495901585, + -0.035011716187000275, + -0.04133711755275726, + -0.02806045487523079, + 0.0054687089286744595, + -0.07607964426279068, + 0.08548448234796524, + 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"_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", + "embedding": [ + -0.0244461540132761, + 0.00024826405569911003, + -0.011058187112212181, + -0.13574567437171936, + 0.0007517270278185606, + 0.03478861600160599, + 0.0006915820413269103, + 0.015495493076741695, + -0.038060229271650314, + -0.05742711201310158, + 0.03540715575218201, + -0.07558047771453857, + 0.0005182361346669495, + -0.01151378732174635, + -0.03846447914838791, + 0.03626520559191704, + 0.011232171207666397, + 0.041781019419431686, + -0.029032407328486443, + -0.009795115329325199, + 0.01928463950753212, + -0.0010149371810257435, + -0.03953462094068527, + 0.07236373424530029, + -0.05878909304738045, + 0.010929153300821781, + -0.029330508783459663, + 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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", + "embedding": [ + -0.02905655838549137, + -0.05751049518585205, + -0.008099068887531757, + -0.09788703173398972, + 0.029957490041851997, + -0.030407924205064774, + -0.01286153495311737, + -0.02977755479514599, + -0.040772125124931335, + -0.051788218319416046, + 0.060617055743932724, + -0.03010978177189827, + 0.028814343735575676, + -0.007717528380453587, + -0.03523404523730278, + 0.03272249177098274, + 0.004553870297968388, + 0.0725700855255127, + -0.045317087322473526, + -0.04462681710720062, + -0.06242822855710983, + 0.0013165049022063613, + -0.0027290310245007277, + -0.017870500683784485, + -0.035507671535015106, + -0.002473641186952591, + -0.015865791589021683, + 0.006806093268096447, + 0.05519590526819229, + 0.02786697819828987, + 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"end_index": 37413, + "token_count": 96, + "file_type": "avap_docs", + "filename": "avap.md" + } + }, + { + "_index": "avap-docs-test-v4-qwen", + "_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", + "embedding": [ + 0.024784499779343605, + -0.03753127157688141, + -0.008914325386285782, + -0.12212081253528595, + 0.030036920681595802, + 0.018891556188464165, + -0.03390910103917122, + -0.006744470912963152, + -0.018495917320251465, + -0.05574309080839157, + 0.006627607624977827, + -0.04143349826335907, + -0.006449565291404724, + -0.009656170383095741, + -0.03833112120628357, + 0.05232958495616913, + 0.031007904559373856, + 0.03343280032277107, + -0.05105486512184143, + -0.057635821402072906, + -0.05023883283138275, + 0.016842113807797432, + -0.03934469446539879, + -0.024327216669917107, + -0.020227041095495224, + 0.011649890802800655, + -0.005538112483918667, + -0.022945666685700417, + -0.010281948372721672, + -0.015377978794276714, + -0.02995992638170719, + 0.008943536318838596, + -0.05762610211968422, + 0.009113846346735954, + -0.05519391968846321, + -0.01450787391513586, + 0.06016940250992775, + -0.0940413624048233, + 0.002319192746654153, + 0.011954964138567448, 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"end_index": 37858, + "token_count": 96, + "file_type": "avap_docs", + "filename": "avap.md" + } + }, + { + "_index": "avap-docs-test-v4-qwen", + "_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}", + "embedding": [ + 0.013113369233906269, + -0.05406792834401131, + -0.008292597718536854, + -0.12999781966209412, + 0.02221093326807022, + -0.007902842946350574, + -0.04874570295214653, + -0.024148419499397278, + -0.019720980897545815, + -0.04703594744205475, + 0.011799033731222153, + -0.06014424189925194, + -0.03019307367503643, + -0.00876582320779562, + -0.028088288381695747, + 0.05190782621502876, + 0.013169580139219761, + 0.0015292648458853364, + 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creadas mediante:\n\n\n\ngo funcion()", + "embedding": [ + -0.019511600956320763, + -0.054336659610271454, + -0.009745449759066105, + -0.10131977498531342, + 0.05358119308948517, + -0.0008308825781568885, + -0.018854228779673576, + -0.0123244384303689, + -0.0010448790853843093, + -0.031167365610599518, + 0.022794922813773155, + -0.05306427553296089, + 0.0027813517954200506, + -0.009734483435750008, + -0.023022595793008804, + 0.027520515024662018, + 0.04149096459150314, + 0.01580730825662613, + -0.027337467297911644, + -0.037159088999032974, + -0.0974004864692688, + -0.005163358058780432, + 0.016634052619338036, + -0.05103948712348938, + -0.03530561923980713, + 0.014528434723615646, + -0.07423295825719833, + 0.045625582337379456, + 0.022467583417892456, + 0.006593063473701477, + -0.025053588673472404, + 0.009619721211493015, + -0.04104100540280342, + -0.014784397557377815, + -0.06032133474946022, + -0.014429982751607895, + 0.06873657554388046, + -0.0724123939871788, + 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{ + "_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)", + "embedding": [ + -0.017610475420951843, + -0.05230528488755226, + -0.01042831689119339, + -0.023041676729917526, + 0.022198690101504326, + 0.03941189870238304, + 0.010387934744358063, + 0.021169506013393402, + -0.01346953958272934, + -0.012789975851774216, + -0.05012170225381851, + -0.07645575702190399, + 0.07471831142902374, + -0.009069553576409817, + -0.02619808167219162, + 0.0656338706612587, + -0.018382690846920013, + -0.01237198244780302, + 0.007811650633811951, + 0.02099146507680416, + 0.02903444692492485, + 0.025724055245518684, + 0.02246820367872715, + 0.01276739127933979, + 0.021856924518942833, + 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RequestGet(\"https://api.test.com/data\", 0, 0, respuesta, None)\nexception(e)\n addVar(error_trace, e)\n addResult(error_trace)\nend()", + "embedding": [ + 0.01786922477185726, + 0.08436135947704315, + -0.010130037553608418, + -0.03770900517702103, + 0.06121649220585823, + -0.030964655801653862, + -0.05821050703525543, + 0.025310000404715538, + -0.0092617217451334, + -0.0013476498425006866, + -0.03043547086417675, + 0.009870011359453201, + 0.014943726360797882, + -0.007146676070988178, + -0.033983103930950165, + 0.08807976543903351, + -0.028062161058187485, + -0.02497941255569458, + 0.037086598575115204, + 0.015948403626680374, + -0.0014709550887346268, + 0.053130533546209335, + 0.0014010695740580559, + -0.0011179904686287045, + -0.00964224524796009, + -0.033254534006118774, + -0.01143993716686964, + 0.04399752616882324, + -0.025549232959747314, + -0.02249472215771675, + -0.046263113617897034, + 0.04725046828389168, + -0.02427009679377079, + -0.022966451942920685, + 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"avap_code", + "filename": "asignacion_booleana.avap", + "addResult": true, + "assignment": true + } + } +] \ No newline at end of file diff --git a/ingestion/chunks.json b/ingestion/chunks.json deleted file mode 100644 index 4017ebc..0000000 --- a/ingestion/chunks.json +++ /dev/null @@ -1,95531 +0,0 @@ -[ - { - "_index": "avap-docs-test-v4", - "_id": "68b59dcd-c87b-5557-8b8e-e9f8b7ffeb8c", - "_source": { - "text": "subtotal = 150.50\niva = subtotal * 0.21\ntotal = subtotal + iva\naddResult(total)", - "embedding": [ - -0.019175486639142036, - 0.009698993526399136, - -0.0032845193054527044, - -0.00531203206628561, - -0.028207462280988693, - -0.029678834602236748, - 0.005653258878737688, - 0.03423518314957619, - -0.056107696145772934, - -0.016662366688251495, - 0.02522902749478817, - -0.0020022394601255655, - -0.0008199346484616399, - -0.0009092767140828073, - -0.006585841067135334, - -0.014833000488579273, - 0.008134419098496437, - -0.023344194516539574, - -0.03249035030603409, - 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[Tree(Token('RULE', 'identifier'), [Token('IDENTIFIER', 'iva')]), Tree(Token('RULE', 'term'), [Tree(Token('RULE', 'identifier'), [Token('IDENTIFIER', 'subtotal')]), Tree(Token('RULE', 'literal'), [Tree(Token('RULE', 'number'), [Token('FLOATNUMBER', '0.21')])])])]), Token('EOL', '\\n'), Tree(Token('RULE', 'assignment'), [Tree(Token('RULE', 'identifier'), [Token('IDENTIFIER', 'total')]), Tree(Token('RULE', 'arithmetic'), [Tree(Token('RULE', 'identifier'), [Token('IDENTIFIER', 'subtotal')]), Tree(Token('RULE', 'identifier'), [Token('IDENTIFIER', 'iva')])])]), Token('EOL', '\\n'), Tree(Token('RULE', 'io_command'), [Tree(Token('RULE', 'addresult_cmd'), [Tree(Token('RULE', 'identifier'), [Token('IDENTIFIER', 'total')])])])])" - } - }, - { - "_index": "avap-docs-test-v4", - "_id": "5444ec3d-b329-53c7-9580-689fde4dc792", - "_source": { - "text": "datos_cliente = \"datos\"\naddVar(clave, \"cliente_vip\")\nAddvariableToJSON(clave, datos_cliente, mi_json_final)\naddResult(mi_json_final)", - 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'identifier'), [Token('IDENTIFIER', 'datos_cliente')]), Tree(Token('RULE', 'identifier'), [Token('IDENTIFIER', 'mi_json_final')])])]), Token('EOL', '\\n'), Tree(Token('RULE', 'io_command'), [Tree(Token('RULE', 'addresult_cmd'), [Tree(Token('RULE', 'identifier'), [Token('IDENTIFIER', 'mi_json_final')])])])])" - } - }, - { - "_index": "avap-docs-test-v4", - "_id": "e92bc0fd-b4d6-5404-b393-6de28880c07d", - "_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)", - "embedding": [ - 0.0056639849208295345, - 0.0015314570628106594, - -0.013337383978068829, - -0.03141665458679199, - 0.0378294475376606, - -0.03882095217704773, - -0.013706080615520477, - -0.012453197501599789, - -0.021162522956728935, - 0.04623712599277496, - -0.012686595320701599, - -0.010604125447571278, - 0.03156391903758049, - -0.011235813610255718, - -0.04865894094109535, - 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if(token, \"SECRET\", \"=\")\n response = True\n end()\n return(response)\n }\nautorizado = es_valido(\"SECRET\")\naddResult(autorizado)", - "embedding": [ - 0.003163547022268176, - -0.014524118043482304, - -0.011483347043395042, - -0.0831303820014, - 0.009514709934592247, - -0.06675658375024796, - -0.0456695631146431, - 0.0425545759499073, - 0.010466319508850574, - -0.06240687519311905, - -0.02817530743777752, - -0.07664770632982254, - 0.054045576602220535, - -0.010665466077625751, - -0.05145511403679848, - 0.08320321142673492, - 0.032338064163923264, - -0.049278564751148224, - 0.00030882269493304193, - -0.029165498912334442, - 0.024576857686042786, - -0.011829404160380363, - -0.01964506134390831, - 0.05883223935961723, - 0.019051145762205124, - 0.020273642614483833, - -0.05585567653179169, - 0.07407844811677933, - 0.02968674711883068, - -0.005730058997869492, - -0.001264304737560451, - -0.03605460375547409, - -0.035516589879989624, - -0.011895268224179745, - -0.01846127398312092, - 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[Token('INTEGER', '10')])]), Token('EOL', '\\n'), Tree(Token('RULE', 'block'), [Tree(Token('RULE', 'if_stmt'), [Tree(Token('RULE', 'if_condition'), [Tree(Token('RULE', 'if_atom'), [Tree(Token('RULE', 'identifier'), [Token('IDENTIFIER', 'i')])]), Tree(Token('RULE', 'if_atom'), [Tree(Token('RULE', 'literal'), [Tree(Token('RULE', 'number'), [Token('INTEGER', '5')])])]), Tree(Token('RULE', 'stringliteral'), [Token('STRING_DOUBLE', '\"==\"')])]), Token('EOL', '\\n'), Tree(Token('RULE', 'block'), [Tree(Token('RULE', 'assignment'), [Tree(Token('RULE', 'identifier'), [Token('IDENTIFIER', 'encontrado')]), Tree(Token('RULE', 'literal'), [Tree(Token('RULE', 'boolean'), [])])]), Token('EOL', '\\n'), Tree(Token('RULE', 'assignment'), [Tree(Token('RULE', 'identifier'), [Token('IDENTIFIER', 'i')]), Tree(Token('RULE', 'literal'), [Tree(Token('RULE', 'number'), [Token('INTEGER', '11')])])]), Token('EOL', '\\n')])]), Token('EOL', '\\n')])]), Token('EOL', '\\n'), Tree(Token('RULE', 'io_command'), [Tree(Token('RULE', 'addresult_cmd'), [Tree(Token('RULE', 'identifier'), [Token('IDENTIFIER', 'encontrado')])])])])" - } - }, - { - "_index": "avap-docs-test-v4", - "_id": "074a437b-194e-51a8-bdbd-e26a15484afd", - "_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)", - "embedding": [ - 0.025230802595615387, - 0.002598363906145096, - -0.008210538886487484, - -0.08892378956079483, - 0.01557792816311121, - 0.03292573243379593, - 0.04243730753660202, - -0.027639737352728844, - -0.015470338054001331, - 0.024430997669696808, - 0.00017856352496892214, - -0.011286532506346703, - 0.0006818783585913479, - -0.006996167823672295, - -0.04884923994541168, - 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[Token('STRING_DOUBLE', '\"\"')]), Tree(Token('RULE', 'literal'), [Tree(Token('RULE', 'number'), [Token('INTEGER', '86400')])]), Tree(Token('RULE', 'stringliteral'), [Token('STRING_DOUBLE', '\"UTC\"')]), Tree(Token('RULE', 'identifier'), [Token('IDENTIFIER', 'expira')])])]), Token('EOL', '\\n'), Tree(Token('RULE', 'io_command'), [Tree(Token('RULE', 'addresult_cmd'), [Tree(Token('RULE', 'identifier'), [Token('IDENTIFIER', 'expira')])])])])" - } - }, - { - "_index": "avap-docs-test-v4", - "_id": "dd340188-7c7d-524d-a094-bf163f052819", - "_source": { - "text": "addVar(code, 200)\naddVar(status, \"Success\")\naddResult(code)\naddResult(status)", - "embedding": [ - 0.001830495079047978, - 0.014758692122995853, - -0.0076868124306201935, - -0.0332527831196785, - -0.031354255974292755, - -0.006292884703725576, - 0.001999586122110486, - 0.014830928295850754, - -0.00979674980044365, - -0.0041252379305660725, - -0.023816833272576332, - -0.010902246460318565, - -0.018405858427286148, - 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Tree(Token('RULE', 'addvar_arg'), [Tree(Token('RULE', 'literal'), [Tree(Token('RULE', 'number'), [Token('INTEGER', '200')])])])])]), Token('EOL', '\\n'), Tree(Token('RULE', 'system_command'), [Tree(Token('RULE', 'addvar_cmd'), [Tree(Token('RULE', 'addvar_arg'), [Tree(Token('RULE', 'identifier'), [Token('IDENTIFIER', 'status')])]), Tree(Token('RULE', 'addvar_arg'), [Tree(Token('RULE', 'literal'), [Tree(Token('RULE', 'stringliteral'), [Token('STRING_DOUBLE', '\"Success\"')])])])])]), Token('EOL', '\\n'), Tree(Token('RULE', 'io_command'), [Tree(Token('RULE', 'addresult_cmd'), [Tree(Token('RULE', 'identifier'), [Token('IDENTIFIER', 'code')])])]), Token('EOL', '\\n'), Tree(Token('RULE', 'io_command'), [Tree(Token('RULE', 'addresult_cmd'), [Tree(Token('RULE', 'identifier'), [Token('IDENTIFIER', 'status')])])])])" - } - }, - { - "_index": "avap-docs-test-v4", - "_id": "c701f64e-29b7-51cf-9f57-4bdf954e3fc9", - "_source": { - "text": "startLoop(i,1,10)\n item = \"item_%s\" % i\n 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Tree(Token('RULE', 'argument_list'), [Tree(Token('RULE', 'identifier'), [Token('IDENTIFIER', 'item')]), Tree(Token('RULE', 'literal'), [Tree(Token('RULE', 'stringliteral'), [Token('STRING_SINGLE', \"'valor_generado'\")])]), Tree(Token('RULE', 'identifier'), [Token('IDENTIFIER', 'mi_json')])])]), Token('EOL', '\\n')])]), Token('EOL', '\\n'), Tree(Token('RULE', 'io_command'), [Tree(Token('RULE', 'addresult_cmd'), [Tree(Token('RULE', 'identifier'), [Token('IDENTIFIER', 'mi_json')])])]), Tree(Token('RULE', 'separator'), [Token('EOL', '\\n'), Token('EOL', '\\n')])])" - } - }, - { - "_index": "avap-docs-test-v4", - "_id": "667ebe6c-5bf1-568f-b3a4-3230a007989f", - "_source": { - "text": "encodeSHA256(\"payload_data\", checksum)\naddResult(checksum)", - "embedding": [ - 0.02477949671447277, - -0.004943625535815954, - -0.00937996618449688, - -0.04638896510004997, - -0.05204741284251213, - 0.013349992223083973, - -0.0623621866106987, - 0.05273517966270447, - -4.761563832289539e-05, - 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'crypto_cmd'), [Tree(Token('RULE', 'identifier_or_string'), [Tree(Token('RULE', 'stringliteral'), [Token('STRING_DOUBLE', '\"payload_data\"')])]), Tree(Token('RULE', 'identifier'), [Token('IDENTIFIER', 'checksum')])])]), Token('EOL', '\\n'), Tree(Token('RULE', 'io_command'), [Tree(Token('RULE', 'addresult_cmd'), [Tree(Token('RULE', 'identifier'), [Token('IDENTIFIER', 'checksum')])])])])" - } - }, - { - "_index": "avap-docs-test-v4", - "_id": "40122713-2a6b-5f0d-85a4-9d8960d72205", - "_source": { - "text": "addParam(\"rol\", r)\nif(r, [\"admin\", \"editor\", \"root\"], \"in\")\n acceso = True\nend()\naddResult(acceso)", - "embedding": [ - 0.03216967359185219, - -0.034647971391677856, - -0.007592507638037205, - -0.05787830054759979, - 0.014391249045729637, - -0.04538172110915184, - -0.013780131936073303, - 0.03222023695707321, - 0.09071018546819687, - 0.005218308884650469, - -0.038231298327445984, - -0.020049316808581352, - 0.06733723729848862, - -0.008401226252317429, - 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"token_count": 23, - "file_type": "avap_code", - "filename": "referencia_por_valor.avap", - "AST": "Tree(Token('RULE', 'program'), [Tree(Token('RULE', 'system_command'), [Tree(Token('RULE', 'addvar_cmd'), [Tree(Token('RULE', 'addvar_arg'), [Tree(Token('RULE', 'identifier'), [Token('IDENTIFIER', 'base')])]), Tree(Token('RULE', 'addvar_arg'), [Tree(Token('RULE', 'literal'), [Tree(Token('RULE', 'number'), [Token('INTEGER', '1000')])])])])]), Token('EOL', '\\n'), Tree(Token('RULE', 'system_command'), [Tree(Token('RULE', 'addvar_cmd'), [Tree(Token('RULE', 'addvar_arg'), [Tree(Token('RULE', 'identifier'), [Token('IDENTIFIER', 'copia')])]), Tree(Token('RULE', 'addvar_arg'), [Tree(Token('RULE', 'identifier'), [Token('IDENTIFIER', 'base')])])])]), Token('EOL', '\\n'), Tree(Token('RULE', 'io_command'), [Tree(Token('RULE', 'addresult_cmd'), [Tree(Token('RULE', 'identifier'), [Token('IDENTIFIER', 'copia')])])])])" - } - }, - { - "_index": "avap-docs-test-v4", - "_id": 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'0')])]), Tree(Token('RULE', 'identifier'), [Token('IDENTIFIER', 'fecha_human')])])]), Token('EOL', '\\n'), Tree(Token('RULE', 'io_command'), [Tree(Token('RULE', 'addresult_cmd'), [Tree(Token('RULE', 'identifier'), [Token('IDENTIFIER', 'fecha_human')])])])])" - } - }, - { - "_index": "avap-docs-test-v4", - "_id": "f7fbc31d-cd34-57ea-aa44-d079bf23c318", - "_source": { - "text": "addParam(sal_par,saldo)\nif(saldo, 0, \">\")\n permitir = True\nelse()\n permitir = False\nend()\naddResult(permitir)", - "embedding": [ - -0.05564981698989868, - -0.06510906666517258, - -0.010278658010065556, - -0.03613099455833435, - -0.037843137979507446, - -0.03304988145828247, - -0.009631984867155552, - 0.008915681391954422, - -0.02422761544585228, - 0.06344961374998093, - -0.04024038836359978, - -0.05737660452723503, - 0.0235498808324337, - -0.00888121873140335, - -0.06290097534656525, - 0.05450551211833954, - 0.03560173138976097, - -0.07144247740507126, - -0.024764958769083023, - 0.00688471645116806, - 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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 (``) 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 ::= ( | )*\n ::= [ ] [ | ] \n | ( | ) \n ::= /* Retorno de carro / Salto de línea (\\n o \\r\\n) */\n\n ::= \n | \n | \n | \n | \n | \n | \n | \n | \n | \n | \n | \n | \n | \n\n ::= \"=\" \n\n/* Llamada a función global (sin receptor de objeto) */\n ::= \"(\" [] \")\"\n\n/* Llamada a método sobre un objeto conector (con receptor) */\n ::= \"=\" \".\" \"(\" [] \")\"\n\n ::= | \n ::= \"registerEndpoint(\" \",\" \",\" \",\" \",\" \",\" \")\"\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(\" \",\" \")\"\n ::= | | \"$\" \n/* Restricción semántica: al menos uno de los dos debe ser */\n\n ::= [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 ::= \"_status\"", - "embedding": [ - 0.02349111996591091, - -0.004014511592686176, - -0.011897782795131207, - -0.0784638449549675, - 0.023045644164085388, - 0.0006062861648388207, - -0.01961829513311386, - 0.08354118466377258, - 0.0004795568820554763, - -0.0705767348408699, - -0.04468957707285881, - -0.007161850109696388, - -0.022358393296599388, - -0.009693960659205914, - -0.030083781108260155, - 0.05105261877179146, - -0.011971491388976574, - 0.032596882432699203, - -0.01921347714960575, - 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"filename": "avap.md" - } - }, - { - "_index": "avap-docs-test-v4", - "_id": "ded7a79b-6677-51b4-9d81-f13f8305cc8d", - "_source": { - "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 ::= | | | \n ::= \"addParam(\" \",\" \")\"\n ::= \"getListLen(\" \",\" \")\"\n ::= \"getQueryParamList(\" \",\" \")\"\n ::= \"addResult(\" \")\"", - "embedding": [ - 0.004801496863365173, - -0.0032653617672622204, - -0.009539708495140076, - -0.12351618707180023, - 0.008963553234934807, - -0.004612813238054514, - 0.0031959342304617167, - 0.024147728458046913, - -0.04500521719455719, - -0.06062675639986992, - -0.02347956970334053, - -0.012312520295381546, - -0.0555158331990242, - -0.00881813745945692, - -0.03341950103640556, - 0.059465501457452774, - -0.03282632678747177, - -0.02569803223013878, - -0.016211263835430145, - 0.014631448313593864, - -0.04128047823905945, - 0.019685741513967514, - -0.007373770233243704, - 0.04050184786319733, - -0.007592746056616306, - -0.05130186304450035, - 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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", - "embedding": [ - 0.022459009662270546, - 0.002844962989911437, - -0.012164894491434097, - -0.1346866935491562, - 0.01985551416873932, - 0.02276594564318657, - -0.010201008059084415, - 0.014715693891048431, - 0.01636883057653904, - -0.04928205907344818, - -0.00891456101089716, - -0.10932222008705139, - 0.012300069443881512, - -0.01033836044371128, - -0.0427381657063961, - 0.043796222656965256, - -0.014568750746548176, - -0.02544363960623741, - -0.014211341738700867, - -0.043028492480516434, - -0.009500965476036072, - 0.0044398074969649315, - -0.00820132065564394, - 0.06221827119588852, - 0.020611869171261787, - -0.05875161290168762, - 0.0026212113443762064, - 0.043367110192775726, - -0.021038418635725975, - -0.03336440771818161, - -0.01032639853656292, - -0.006867930758744478, - 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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 ::= | | \n\n ::= \"if(\" \")\" \n \n [ \"else()\" ]\n \"end()\" \n\n ::= | \n\n ::= \"if\" \"(\" \",\" \",\" \")\"\n ::= \"if\" \"(\" \"None\" \",\" \"None\" \",\" \")\"\n\n ::= | \n ::= \"`\" \"`\"\n\n ::= [a-zA-Z_][a-zA-Z0-9_]*\n::= | \n/* Nota: NO incluye la palabra \"None\" */\n\n ::= \"startLoop(\" \",\" \",\" \")\" \n \n \"endLoop()\" \n\n ::= \"try()\" \n \n \"exception(\" \")\" \n \n \"end()\" \n\n ::= *", - 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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 ::= | \n ::= \"=\" \"go\" \"(\" [] \")\"\n ::= \"=\" \"gather(\" [\",\" ] \")\"", - "embedding": [ - 0.03375782072544098, - -0.04655198007822037, - -0.008749175816774368, - -0.03021465614438057, - 0.06408421695232391, - -0.0011750138364732265, - -0.021963482722640038, - -0.03749734163284302, - -0.042000845074653625, - -0.010244903154671192, - -0.03138061612844467, - -0.024618320167064667, - 0.02456039749085903, - -0.007240634877234697, - -0.030616162344813347, - 0.05528474599123001, - 0.02687259018421173, - -0.03986746817827225, - -0.046275969594717026, - 0.029443442821502686, - -0.06874921917915344, - 0.05542447790503502, - -0.037314023822546005, - 0.024075299501419067, - 0.004255007021129131, - -0.0066294921562075615, - -0.027113042771816254, - 0.08756409585475922, - 0.006834668572992086, - 0.01897512748837471, - -0.07101607322692871, - 0.09758701920509338, - -0.02635679394006729, - 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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)", - "embedding": [ - -0.0012515861308202147, - -0.01990397647023201, - -0.010149781592190266, - -0.05721437931060791, - 0.061413973569869995, - -0.012730005197227001, - -0.0008058914681896567, - 0.045588135719299316, - 0.01288180984556675, - 0.002652633236721158, - -0.0025132440496236086, - 0.02562745288014412, - -0.06826715171337128, - -0.008621877059340477, - -0.025570251047611237, - 0.038959015160799026, - -0.02617286890745163, - 0.024165473878383636, - -0.018172964453697205, - 0.037140849977731705, - 0.0015581347979605198, - 0.021432189270853996, - 0.018648222088813782, - 0.06514202803373337, - -0.017833666875958443, - -0.039672091603279114, - -0.010623225942254066, - 0.06643619388341904, - -0.05545072257518768, - -0.03497695550322533, - -0.01125793531537056, - -0.0023643041495233774, - -0.05912512540817261, - -0.019301345571875572, - -0.047929611057043076, - -0.011350723914802074, - 0.025184476748108864, - -0.09964069724082947, - 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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 ::= | \n ::= \"=\" \"avapConnector(\" \")\"\n ::= [ \"=\" ] \".\" \"(\" [] \")\"\n\n/* Cliente HTTP con Timeout Obligatorio */\n ::= | \n ::= \"RequestPost(\" \",\" \",\" \",\" \",\" \",\" \")\"\n ::= \"RequestGet(\" \",\" \",\" \",\" \",\" \")\"\n\n/* ORM y Persistencia (Estandarizado con tableName) */\n ::= | | | | | \n ::= \"ormDirect(\" \",\" \")\"\n ::= \"ormCheckTable(\" \",\" \")\"\n ::= \"ormCreateTable(\" \",\" \",\" \",\" \")\"\n\n/* ormAccessSelect(fields, tableName, selector, varTarget) */\n ::= \"ormAccessSelect(\" \",\" \",\" [] \",\" \")\"\n ::= \"*\" | \n\n/* ormAccessInsert(fieldsValues, tableName, varTarget) */\n ::= \"ormAccessInsert(\" \",\" \",\" \")\"\n\n/* ormAccessUpdate(fields, fieldsValues, tableName, selector, varTarget) */\n ::= \"ormAccessUpdate(\" \",\" \",\" \",\" \",\" \")\"", - 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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}", - "embedding": [ - 0.00034022436011582613, - 0.023174937814474106, - -0.015114139765501022, - -0.12855678796768188, - 0.036017607897520065, - 0.014825127087533474, - 0.009150282479822636, - 0.005510800052434206, - 0.02874338999390602, - -0.02388620376586914, - -0.030821654945611954, - 0.006571061443537474, - -0.039106335490942, - -0.012229807674884796, - -0.03655395284295082, - 0.05772632732987404, - 0.0023035204503685236, - 0.026157496497035027, - -0.03023754619061947, - -0.0040176487527787685, - 0.007590975146740675, - 0.018228251487016678, - -0.0016190367750823498, - 0.06396278738975525, - -0.017295081168413162, - -0.0517636314034462, - -0.017982736229896545, - 0.03222900256514549, - -0.013560782186686993, - -0.0358421690762043, - -0.014262586832046509, - -0.04166296124458313, - -0.06180514767765999, - -0.03921773284673691, - -0.03284350410103798, - 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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", - "embedding": [ - -0.009405499324202538, - 0.03328908979892731, - -0.009888550266623497, - -0.1015951856970787, - 0.08613236993551254, - -0.035902682691812515, - -0.03015495464205742, - 0.016862113028764725, - -0.04693299159407616, - -0.08012504875659943, - -0.01481411512941122, - -0.04220271855592728, - 0.03463684394955635, - -0.00814256351441145, - -0.03757689520716667, - 0.038058094680309296, - 0.012930670753121376, - 0.010468537919223309, - -0.027963194996118546, - 0.006182775367051363, - 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"end_index": 21519, - "token_count": 282, - "file_type": "avap_docs", - "filename": "avap.md" - } - }, - { - "_index": "avap-docs-test-v4", - "_id": "9a663cb6-4ea4-5498-abd3-ae97ebef3b77", - "_source": { - "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 ::= | | \n | | | | \n\n/* Manipulación de listas y JSON */\n ::= \"variableToList(\" \",\" \")\"\n | \"itemFromList(\" \",\" \",\" \")\"\n | \"getListLen(\" \",\" \")\"\n | \"variableFromJSON(\" \",\" \",\" \")\"\n | \"AddVariableToJSON(\" \",\" \",\" \")\"\n\n/* Criptografía */\n ::= \"encodeSHA256(\" \",\" \")\"\n | \"encodeMD5(\" \",\" \")\"\n\n/* Expresiones regulares */\n ::= \"getRegex(\" \",\" \",\" \")\"\n\n/* Fecha/hora actual -> string */\n ::= \"getDateTime(\" \",\" \",\" \",\" \")\"\n/* Argumentos: formato_salida, timedelta, zona_horaria, destino */\n\n/* Conversiones epoch ↔ string */\n ::= \"stampToDatetime(\" \",\" \",\" \",\" \")\"\n/* Argumentos: epoch_origen, formato, timedelta, destino */\n | \"getTimeStamp(\" \",\" \",\" \",\" \")\"\n/* Argumentos: fecha_string, formato_entrada, timedelta, destino */\n\n/* Cadenas */\n ::= \"randomString(\" \",\" \",\" \")\"\n/* Argumentos: patron, longitud, destino */\n\n ::= \"replace(\" \",\" \",\" \",\" \")\"\n/* Argumentos: origen, patron_busqueda, reemplazo, destino */", - 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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\" \"(\" [] \")\" \"{\" \n \n \"}\" \n ::= (\",\" )*\n ::= \"return(\" [] \")\"", - "embedding": [ - 0.026142651215195656, - -0.019497442990541458, - -0.012112895958125591, - -0.13348530232906342, - 0.024067353457212448, - 0.0008297294261865318, - -0.01989898458123207, - -0.006270499434322119, - -0.03273870795965195, - -0.05546678975224495, - -0.01997225731611252, - -0.06754185259342194, - -0.009015253745019436, - -0.011557052843272686, - -0.035221166908741, - 0.05234289914369583, - 0.038014862686395645, - 0.016364235430955887, - -0.05598704144358635, - -0.026486434042453766, - -0.0666864812374115, - 0.025277983397245407, - 0.004384737927466631, - 0.054556954652071, - -0.03040381148457527, - -0.022569570690393448, - 0.001278155716136098, - 0.031958166509866714, - -0.03601538762450218, - -0.04382099583745003, - -0.03975379467010498, - 0.02274179458618164, - -0.09125944972038269, - 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Corchetes angulares (`import `) para nativas, comillas (`import \"mis_utils\"`) para locales.\n\n### Especificación BNF (Sección VIII)\n\n\n\n ::= | \n ::= \"include\" \" \" \n ::= \"import\" \" \" ( \"<\" \">\" | )", - "embedding": [ - 0.0002691610425245017, - -0.04732415825128555, - -0.011054097674787045, - -0.07879901677370071, - 0.01243771892040968, - -0.018453558906912804, - 0.02146095782518387, - -0.011572306975722313, - -0.011428437195718288, - 0.002594257704913616, - -0.004432282876223326, - -0.04825817421078682, - -0.013857344165444374, - -0.007943587377667427, - -0.02362937480211258, - 0.053912725299596786, - -0.015804074704647064, - 0.0844542384147644, - -0.09240948408842087, - -0.054033298045396805, - -0.04240680858492851, - -0.015194793231785297, - -0.02618100866675377, - 0.04368099197745323, - -0.018601449206471443, - 0.021219532936811447, - 0.013058473356068134, - 0.005892137531191111, - -0.010349889285862446, - -0.011638402007520199, - 0.014034716412425041, - -0.04096958413720131, - 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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 ::= \n ::= ( \"or\" )*\n ::= ( \"and\" )*\n ::= \"not\" | \n\n ::= ( )*\n ::= \"==\" | \"!=\" | \"<\" | \">\" | \"<=\" | \">=\" | \"in\" | \"is\"\n\n ::= ( ( \"+\" | \"-\" ) )*\n ::= ( ( \"*\" | \"/\" | \"%\" ) )*\n ::= ( \"+\" | \"-\" ) | \n ::= [ \"**\" ]\n\n/* Primarios y Átomos (Accesos, Castings, Slicing, Métodos y Funciones)\n La regla cubre también el acceso a métodos de objetos conector\n (conector.metodo(...)) y el acceso por clave a sus resultados (resultado[\"key\"]) */\n ::= \n | \".\" \n | \"[\" \"]\"\n | \"[\" [] \":\" [] [\":\" []] \"]\"\n | \"(\" [] \")\"\n\n ::= \n | \"$\" \n | \n | \"(\" \")\"\n | \n | \n\n/* Estructuras de Datos, Comprensiones y Argumentos */\n ::= \"[\" [] \"]\"\n | \"[\" \"for\" \"in\" [] \"]\"\n ::= \"if\" \n ::= \"{\" [] \"}\"\n ::= ( \",\" )*\n ::= \":\" \n ::= ( \",\" )*\n\n/* Tipo numérico unificado */\n ::= | \n\n/* Literales (Tipos de Datos Primitivos Soportados) */\n ::= | | | \"None\"\n ::= \"True\" | \"False\"\n ::= [0-9]+\n ::= [0-9]+ \".\" [0-9]* | \".\" [0-9]+\n\n/* Cadenas de Texto con soporte de secuencias de escape */\n ::= \"\\\"\" \"\\\"\" | \"'\" \"'\"\n ::= \"\\\\\" ( \"\\\"\" | \"'\" | \"\\\\\" | \"n\" | \"t\" | \"r\" | \"0\" )\n ::= ( [^\"\\\\] | )*\n ::= ( [^'\\\\] | )*\n ::= | \n\n/* Reglas de Comentarios para el Lexer\n El lexer aplica longest-match: /// debe evaluarse ANTES que // */\n ::= \"///\" \n ::= \"//\" \n ::= \"/*\" \"*/\"\n ::= [^\\r\\n]*\n ::= /* Cualquier secuencia de caracteres que no contenga la subcadena \"*/\" */", - 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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]*", - "embedding": [ - 0.0035437284968793392, - 0.011808402836322784, - -0.010128028690814972, - -0.07066821306943893, - -0.010983928106725216, - 0.011473744176328182, - -0.03879116475582123, - 0.022120853886008263, - -0.07188336551189423, - -0.06968840956687927, - 0.03286336734890938, - -0.026907380670309067, - 0.03182470053434372, - -0.009401104412972927, - -0.03908243402838707, - 0.004914839752018452, - 0.03273571655154228, - 0.033150333911180496, - 0.015243591740727425, - -0.018606608733534813, - -0.03999287635087967, - -0.012711686082184315, - -0.03749537467956543, - 0.10829287767410278, - 0.0069646695628762245, - 0.012694338336586952, - -0.008932039141654968, - 0.022917766124010086, - -0.01770416833460331, - 0.0011345850070938468, - -0.0112775769084692, - -0.047774557024240494, - -0.08011519908905029, - -0.03575684502720833, - 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{ - "_index": "avap-docs-test-v4", - "_id": "44fcbd2a-5099-5003-aa83-ad831d04caa7", - "_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", - "embedding": [ - 0.03673077002167702, - -0.05942912772297859, - -0.009366217069327831, - -0.13721299171447754, - 0.013110148720443249, - -0.035306476056575775, - 0.0031155655160546303, - -0.009918693453073502, - -0.013316022232174873, - -0.013060150668025017, - 0.027142856270074844, - -0.06561891734600067, - -0.010907565243542194, - -0.008213294669985771, - -0.04034648463129997, - 0.05036573484539986, - 0.03010724112391472, - -0.010529700666666031, - -0.023203272372484207, - 0.0002841467794496566, - -0.01535201258957386, - -0.001445429865270853, - -0.008020779117941856, - 0.0672357827425003, - 0.06233855336904526, - -0.035262610763311386, - 0.009945601224899292, - 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"text": "\n\n## Declaración de funciones\n\n\n\nfunction", - "embedding": [ - 0.047042179852724075, - -0.04573997110128403, - -0.009221963584423065, - -0.09943104535341263, - 0.052510928362607956, - -0.0157025083899498, - -0.03920339420437813, - 0.002910116221755743, - -0.047549787908792496, - -0.01977599412202835, - 0.01726464368402958, - -0.05369972810149193, - 0.030781207606196404, - -0.006090544629842043, - -0.03282276540994644, - 0.05030073970556259, - -0.01215120404958725, - 0.05200235918164253, - 0.016663653776049614, - -0.11321534961462021, - -0.0580538809299469, - 0.02687111124396324, - -0.05117626488208771, - 0.014925602823495865, - -0.002390845911577344, - 0.005429492332041264, - -0.014089522883296013, - 0.10226649045944214, - -0.04417889192700386, - -0.020221073180437088, - 0.009861758910119534, - -0.04675634950399399, - -0.06639448553323746, - 0.03535599261522293, - 0.00623970665037632, - -0.011250234209001064, - -0.001188416383229196, - -0.06955266743898392, - -0.018458489328622818, - 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} - }, - { - "_index": "avap-docs-test-v4", - "_id": "a4d54e1d-0fa6-5847-a36e-08a80bee1ddb", - "_source": { - "text": "\n\n## Operadores lógicos\n\n\n\nand\nor\nnot\nin\nis", - "embedding": [ - 0.00942615233361721, - -0.049631524831056595, - -0.006671338342130184, - -0.11270438134670258, - 0.018612107262015343, - 0.02427259460091591, - 0.007755340542644262, - 0.02025466598570347, - 0.0285047460347414, - -0.0111891720443964, - 0.011861330829560757, - -0.031154321506619453, - 0.09046448767185211, - -0.00498992670327425, - -0.04333339259028435, - 0.05670895054936409, - -0.03515766188502312, - -0.026544412598013878, - 0.007599275559186935, - -0.104648657143116, - -0.021205876022577286, - -0.008676646277308464, - 0.012191849760711193, - 0.08523271232843399, - 0.005444370675832033, - -0.01885470189154148, - -0.04963059350848198, - 0.08480898290872574, - -0.02525916136801243, - -0.024061672389507294, - -0.001385949901305139, - -0.026088908314704895, - -0.026683632284402847, - 0.010898099280893803, - 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"_source": { - "text": "\n\n---\n\n## Operadores aritméticos\n\n\n\n+\n-\n*\n/\n%\n**", - "embedding": [ - -0.01267116516828537, - -0.011002571322023869, - -0.007779376581311226, - -0.07443665713071823, - 0.0053273397497832775, - 0.07215797901153564, - 0.011125017888844013, - 0.04094647243618965, - 0.018611222505569458, - -0.04672832787036896, - 0.019201381132006645, - -0.026456201449036598, - 0.10204806923866272, - -0.004455173388123512, - -0.04323817417025566, - 0.04741192236542702, - -0.021318258717656136, - -0.0024912094231694937, - 0.011490513570606709, - -0.04909007251262665, - 0.04332149401307106, - -0.022281793877482414, - -0.01598825678229332, - 0.05783173441886902, - 0.012763560749590397, - 0.026303278282284737, - -0.002234960673376918, - 0.062223393470048904, - -0.05112592875957489, - -0.07075338065624237, - 0.02225789986550808, - 0.010549107566475868, - -0.06019577011466026, - 0.03168758377432823, - -0.02091655321419239, - -0.0081858541816473, - -0.0009922556346282363, - 0.008697413839399815, - 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"_id": "bd0db379-dec1-578f-b4f5-92f3d2c2a9e1", - "_source": { - "text": "\n\n---\n\n## Operadores lógicos\n\n\n\nand\nor\nnot", - "embedding": [ - 0.01454959250986576, - -0.047448113560676575, - -0.005245433188974857, - -0.09886831045150757, - 0.021577013656497, - 0.03046645224094391, - -0.0069737969897687435, - 0.022197071462869644, - 0.02504131570458412, - -0.00034122553188353777, - -0.00019019402679987252, - -0.027416357770562172, - 0.09234564751386642, - -0.0038889257702976465, - -0.04535123333334923, - 0.05588921532034874, - -0.04857773333787918, - -0.020468754693865776, - 0.01325796078890562, - -0.08404456079006195, - -0.014246134087443352, - -0.004059801809489727, - 0.03126571327447891, - 0.08608128130435944, - 0.01393785048276186, - -0.014256552793085575, - -0.06847929954528809, - 0.08980347961187363, - -0.026936443522572517, - -0.032075848430395126, - -0.02084006741642952, - -0.03286992758512497, - -0.033714380115270615, - 0.022503817453980446, - 0.016379542648792267, - -0.0075488886795938015, - 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"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\" )", - "embedding": [ - 0.04384041205048561, - 0.035467956215143204, - -0.008767474442720413, - -0.07156125456094742, - -0.013891865499317646, - 0.005314138252288103, - 0.004169776104390621, - 0.013162129558622837, - -0.07829081267118454, - -0.0774994045495987, - 0.0001551903988001868, - 0.00034431254607625306, - -0.02114114910364151, - -0.008141479454934597, - -0.033584438264369965, - 0.03905739262700081, - 0.06644155085086823, - 0.022829018533229828, - 0.0033928793855011463, - -0.04530910775065422, - -0.0740363672375679, - 0.004907913971692324, - -0.009044623002409935, - 0.1053178608417511, - 0.028981048613786697, - 0.0003018337010871619, - -0.004937104415148497, - 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El EOL físico sigue siendo el único terminador.\n\n---\n\n# X.8 Literales booleanos\n\nTokens:\n\n\n\nTrue\nFalse", - "embedding": [ - 0.018823014572262764, - 0.04433617368340492, - -0.008823107928037643, - -0.10726059228181839, - -0.03509322181344032, - 0.027964191511273384, - -0.06926175951957703, - 0.013253265991806984, - -0.08993884176015854, - -0.033980730921030045, - 0.0337705984711647, - -0.0412311889231205, - 0.01974865049123764, - -0.00955461710691452, - -0.04875224083662033, - 0.0778433233499527, - 0.014794878661632538, - -0.007158967200666666, - 0.024024127051234245, - -0.05421106144785881, - -0.07465100288391113, - 0.004944839049130678, - 0.015099423006176949, - 0.07592128217220306, - 0.05231040343642235, - 0.04035016894340515, - -0.06563504040241241, - 0.03744909167289734, - 0.02769956924021244, - -0.06147056072950363, - -0.028304286301136017, - -0.09900917112827301, - -0.04301564767956734, - -0.047174643725156784, - 0.014767001383006573, - -0.014719168655574322, - 0.06138421222567558, - 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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", - "embedding": [ - 0.030515361577272415, - 0.02068052627146244, - -0.010463456623256207, - -0.10555470734834671, - -0.019635532051324844, - 0.05447431653738022, - -0.053890909999608994, - 0.0322577990591526, - -0.021382877603173256, - -0.05428556725382805, - 0.061285607516765594, - -0.05453383922576904, - 0.06025601550936699, - -0.009240676648914814, - -0.036296598613262177, - 0.050901930779218674, - 0.03871733322739601, - 0.013513567857444286, - -0.03522525727748871, - -0.04068982973694801, - -0.02790350839495659, - 0.005141077563166618, - -0.07638189941644669, - 0.08563587069511414, - -0.018747026100754738, - 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} - }, - { - "_index": "avap-docs-test-v4", - "_id": "bdf38b2b-f624-5205-886a-f4b042f053ce", - "_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", - "embedding": [ - -0.010873200371861458, - 0.010140595026314259, - -0.005439413245767355, - -0.08314407616853714, - -0.040699828416109085, - 0.007204244378954172, - -0.05753757804632187, - -0.01817290671169758, - -0.052400797605514526, - -0.04553624242544174, - 0.03412666171789169, - -0.08083487302064896, - -0.007961723953485489, - -0.005307831335812807, - -0.03635816648602486, - 0.02693994715809822, - 0.07078579813241959, - 0.03297457471489906, - 0.006211962550878525, - -0.037531040608882904, - -0.034900303930044174, - 0.008867699652910233, - -0.06077443063259125, - 0.09926330298185349, - 0.04278036579489708, - 0.021929791197180748, - -0.034033142030239105, - -0.045823413878679276, - -0.004817906767129898, - 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Function Scope\n2. Global Scope", - "embedding": [ - 0.024535877630114555, - -0.03762566298246384, - -0.008897190913558006, - -0.12233564257621765, - 0.02995605394244194, - 0.018535833805799484, - -0.0341162346303463, - -0.006778956390917301, - -0.018430205062031746, - -0.055999740958213806, - 0.006649188697338104, - -0.04151881858706474, - -0.00664393650367856, - -0.009609628468751907, - -0.038088615983724594, - 0.0522112175822258, - 0.03138309344649315, - 0.03341861441731453, - -0.05106625333428383, - -0.05754304304718971, - -0.050207529217004776, - 0.016792122274637222, - -0.03940172865986824, - -0.02410343661904335, - -0.020505743101239204, - 0.011635825969278812, - -0.005332320928573608, - -0.022600511088967323, - -0.009957361966371536, - -0.015412664972245693, - -0.02980557642877102, - 0.009247292764484882, - -0.05787977948784828, - 0.009113634936511517, - -0.05506476014852524, - -0.01445839274674654, - 0.06049502268433571, - -0.09420426934957504, - 0.002375109354034066, - 0.011847240850329399, - 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37858, - "token_count": 96, - "file_type": "avap_docs", - "filename": "avap.md" - } - }, - { - "_index": "avap-docs-test-v4", - "_id": "dbee54ed-a8e4-542c-8605-b69543344b3c", - "_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}", - "embedding": [ - 0.01329119224101305, - -0.054798271507024765, - -0.008355692028999329, - -0.12991108000278473, - 0.022351164370775223, - -0.00790324341505766, - -0.049078501760959625, - -0.023822594434022903, - -0.019894426688551903, - -0.046703170984983444, - 0.011789604090154171, - -0.0602218434214592, - -0.03011079505085945, - -0.008796258829534054, - -0.028115030378103256, - 0.051830168813467026, - 0.013190480880439281, - 0.0015069025103002787, - 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goroutines\n\nLas goroutines creadas mediante:\n\n\n\ngo funcion()", - "embedding": [ - -0.019640354439616203, - -0.054521556943655014, - -0.009611778892576694, - -0.10161900520324707, - 0.05361533537507057, - -0.000907612033188343, - -0.019027002155780792, - -0.012256092391908169, - -0.0011721187038347125, - -0.030943555757403374, - 0.023084688931703568, - -0.05312587693333626, - 0.002910551382228732, - -0.009751880541443825, - -0.023088300600647926, - 0.027578575536608696, - 0.04184284433722496, - 0.01576491817831993, - -0.027836140245199203, - -0.03724617511034012, - -0.09730776399374008, - -0.005209772381931543, - 0.016491124406456947, - -0.051245372742414474, - -0.03537474200129509, - 0.014420036226511002, - -0.07447566092014313, - 0.0456509105861187, - 0.02243693545460701, - 0.006515556015074253, - -0.024553388357162476, - 0.009737547487020493, - -0.04078067094087601, - -0.014761916361749172, - -0.06035391241312027, - -0.014282768592238426, - 0.06878381222486496, - 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[Tree(Token('RULE', 'io_command'), [Tree(Token('RULE', 'addparam_cmd'), [Tree(Token('RULE', 'stringliteral'), [Token('STRING_DOUBLE', '\"client_id\"')]), Tree(Token('RULE', 'identifier'), [Token('IDENTIFIER', 'id_interno')])])]), Token('EOL', '\\n'), Tree(Token('RULE', 'io_command'), [Tree(Token('RULE', 'addresult_cmd'), [Tree(Token('RULE', 'identifier'), [Token('IDENTIFIER', 'id_interno')])])])])" - } - }, - { - "_index": "avap-docs-test-v4", - "_id": "2764bcc9-22e5-5a22-b677-290492756199", - "_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)", - "embedding": [ - -0.01738756336271763, - -0.05243506655097008, - -0.010464324615895748, - -0.022680481895804405, - 0.02250060997903347, - 0.03926528990268707, - 0.010027088224887848, - 0.02079734019935131, - 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[Tree(Token('RULE', 'number'), [Token('INTEGER', '0')])]), Tree(Token('RULE', 'stringliteral'), [Token('STRING_DOUBLE', '\"UTC\"')]), Tree(Token('RULE', 'identifier'), [Token('IDENTIFIER', 'ahora')])])]), Token('EOL', '\\n'), Tree(Token('RULE', 'io_command'), [Tree(Token('RULE', 'addresult_cmd'), [Tree(Token('RULE', 'identifier'), [Token('IDENTIFIER', 'ahora')])])])])" - } - }, - { - "_index": "avap-docs-test-v4", - "_id": "269d3d29-3cc7-5320-9c8b-38921bbb45af", - "_source": { - "text": "randomString(\"[A-Z]\\d\", 32, token_seguridad)\naddResult(token_seguridad)", - "embedding": [ - 0.012884355150163174, - -0.03817671537399292, - -0.011473722755908966, - -0.04654691368341446, - 0.028030037879943848, - -0.03538672626018524, - -0.042279694229364395, - 0.04398880526423454, - -0.016403263434767723, - -0.043280623853206635, - -0.005866788327693939, - -0.027683937922120094, - 0.015520082786679268, - -0.010911996476352215, - -0.04042825847864151, - 0.0803014263510704, - 0.017102329060435295, 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[Token('IDENTIFIER', 'token_seguridad')])])]), Token('EOL', '\\n'), Tree(Token('RULE', 'io_command'), [Tree(Token('RULE', 'addresult_cmd'), [Tree(Token('RULE', 'identifier'), [Token('IDENTIFIER', 'token_seguridad')])])])])" - } - }, - { - "_index": "avap-docs-test-v4", - "_id": "490a924a-f564-5c86-ab76-c8e4cad70406", - "_source": { - "text": "registerEndpoint(\"/hello_world\",\"GET\",[],\"HELLO_WORLD\",main,result)\naddVar(name,\"Alberto\")\nresult = \"Hello,\" + name \naddResult(result)", - "embedding": [ - -0.029501117765903473, - 0.002532324055209756, - -0.008359166793525219, - -0.06457188725471497, - -0.008412896655499935, - -0.044410403817892075, - -0.02100405842065811, - 0.006848705932497978, - -0.0348658412694931, - -0.04524408280849457, - 0.008123704232275486, - -0.02358125150203705, - -0.02584107406437397, - -0.007959380745887756, - -0.03405820578336716, - 0.06891240179538727, - -0.011392701417207718, - 0.04513665288686752, - 0.011143979616463184, - -0.02107679471373558, - 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Tree(Token('RULE', 'identifier'), [Token('IDENTIFIER', 'main')]), Tree(Token('RULE', 'identifier'), [Token('IDENTIFIER', 'result')])])]), Token('EOL', '\\n'), Tree(Token('RULE', 'system_command'), [Tree(Token('RULE', 'addvar_cmd'), [Tree(Token('RULE', 'addvar_arg'), [Tree(Token('RULE', 'identifier'), [Token('IDENTIFIER', 'name')])]), Tree(Token('RULE', 'addvar_arg'), [Tree(Token('RULE', 'literal'), [Tree(Token('RULE', 'stringliteral'), [Token('STRING_DOUBLE', '\"Alberto\"')])])])])]), Token('EOL', '\\n'), Tree(Token('RULE', 'assignment'), [Tree(Token('RULE', 'identifier'), [Token('IDENTIFIER', 'result')]), Tree(Token('RULE', 'arithmetic'), [Tree(Token('RULE', 'literal'), [Tree(Token('RULE', 'stringliteral'), [Token('STRING_DOUBLE', '\"Hello,\"')])]), Tree(Token('RULE', 'identifier'), [Token('IDENTIFIER', 'name')])])]), Token('EOL', '\\n'), Tree(Token('RULE', 'io_command'), [Tree(Token('RULE', 'addresult_cmd'), [Tree(Token('RULE', 'identifier'), [Token('IDENTIFIER', 'result')])])])])" - } - }, - { - "_index": "avap-docs-test-v4", - "_id": "e4472889-5dec-5329-bab1-eb538001428f", - "_source": { - "text": "function suma(a, b){\n total = a + b\n return(total)\n }\nresultado = suma(10, 20)\naddResult(resultado)", - "embedding": [ - -0.01050086971372366, - -0.01967274770140648, - -0.00674370676279068, - -0.07287387549877167, - -0.008934064768254757, - 0.050190381705760956, - 0.000927175278775394, - -0.016080709174275398, - 0.015886329114437103, - -0.006495725363492966, - -0.019966227933764458, - -0.03054765798151493, - 0.019615691155195236, - -0.006830597762018442, - -0.013789786957204342, - 0.03060508333146572, - -0.035066157579422, - -0.006122494116425514, - 0.012720037251710892, - 0.02749493345618248, - -0.06905727833509445, - -3.5616019886219874e-05, - -0.002668716013431549, - 0.0013547748094424605, - -0.0037897848524153233, - 0.0343593955039978, - -0.03395983204245567, - 0.06665730476379395, - 0.024683473631739616, - -0.04121216759085655, - 0.012577959336340427, - 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addVar(cambio, \"Contraseña actualizada\")\nend()\naddResult(cambio)", - "embedding": [ - -0.022196363657712936, - -0.024785369634628296, - -0.006511981599032879, - -0.007945993915200233, - 0.014626720920205116, - -0.03863435983657837, - 0.016531484201550484, - 0.019258545711636543, - 0.0003655141917988658, - 0.003787930589169264, - -0.042458437383174896, - -0.06751898676156998, - -0.012195860967040062, - -0.006582494359463453, - -0.04316803812980652, - 0.02592664770781994, - 0.03275565430521965, - -0.007778072264045477, - -0.011346886865794659, - 0.011273184791207314, - -0.018826507031917572, - 0.014739003963768482, - 0.05423451587557793, - 0.05528024956583977, - 0.10634439438581467, - -0.021082205697894096, - -0.020925719290971756, - 0.04505152255296707, - 0.02873946540057659, - -0.008851403370499611, - 0.045733872801065445, - -0.10826832056045532, - -0.05243224650621414, - -0.019160768017172813, - 0.04139375686645508, - -0.007862645201385021, - -0.024091335013508797, - 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[Tree(Token('RULE', 'identifier'), [Token('IDENTIFIER', 'key')])]), Tree(Token('RULE', 'if_atom'), [Tree(Token('RULE', 'literal'), [])]), Tree(Token('RULE', 'stringliteral'), [Token('STRING_DOUBLE', '\"==\"')])]), Token('EOL', '\\n'), Tree(Token('RULE', 'block'), [Tree(Token('RULE', 'system_command'), [Tree(Token('RULE', 'addvar_cmd'), [Tree(Token('RULE', 'addvar_arg'), [Tree(Token('RULE', 'identifier'), [Token('IDENTIFIER', '_status')])]), Tree(Token('RULE', 'addvar_arg'), [Tree(Token('RULE', 'literal'), [Tree(Token('RULE', 'number'), [Token('INTEGER', '403')])])])])]), Token('EOL', '\\n'), Tree(Token('RULE', 'system_command'), [Tree(Token('RULE', 'addvar_cmd'), [Tree(Token('RULE', 'addvar_arg'), [Tree(Token('RULE', 'identifier'), [Token('IDENTIFIER', 'error')])]), Tree(Token('RULE', 'addvar_arg'), [Tree(Token('RULE', 'literal'), [Tree(Token('RULE', 'stringliteral'), [Token('STRING_DOUBLE', '\"Acceso denegado: falta API KEY\"')])])])])]), Token('EOL', '\\n'), Tree(Token('RULE', 'io_command'), [Tree(Token('RULE', 'addresult_cmd'), [Tree(Token('RULE', 'identifier'), [Token('IDENTIFIER', 'error')])])]), Token('EOL', '\\n')])])])" - } - }, - { - "_index": "avap-docs-test-v4", - "_id": "1341d025-209a-51de-9925-4606061eba7a", - "_source": { - "text": "try()\n ormDirect(\"UPDATE table_inexistente SET a=1\", res)\nexception(e)\n addVar(_status,500)\n addResult(\"Error de base de datos\")", - "embedding": [ - -0.014763704501092434, - -0.01252046413719654, - -0.007438133470714092, - -0.04922172427177429, - 0.017127877101302147, - 0.0026066775899380445, - 0.020218169316649437, - -0.023325057700276375, - 0.013253622688353062, - 0.013184851966798306, - -0.0761708915233612, - -0.04526609182357788, - -0.04193541407585144, - -0.007598784752190113, - -0.03380393609404564, - 0.08743695914745331, - -0.01726512797176838, - -0.0434289388358593, - 0.007620552554726601, - 0.0320778526365757, - 0.036425452679395676, - -0.0034639015793800354, - 0.04845643788576126, - 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-0.03316206857562065, - -0.011001992039382458, - 0.025999723002314568, - 0.05257805064320564, - 0.005593844223767519 - ], - "start_index": 0, - "end_index": 52, - "token_count": 19, - "file_type": "avap_code", - "filename": "asignacion_booleana.avap", - "AST": "Tree(Token('RULE', 'program'), [Tree(Token('RULE', 'assignment'), [Tree(Token('RULE', 'identifier'), [Token('IDENTIFIER', 'nivel')]), Tree(Token('RULE', 'literal'), [Tree(Token('RULE', 'number'), [Token('INTEGER', '5')])])]), Token('EOL', '\\n'), Tree(Token('RULE', 'assignment'), [Tree(Token('RULE', 'identifier'), [Token('IDENTIFIER', 'es_admin')]), Tree(Token('RULE', 'comparison'), [Tree(Token('RULE', 'identifier'), [Token('IDENTIFIER', 'nivel')]), Tree(Token('RULE', 'comp_op'), []), Tree(Token('RULE', 'literal'), [Tree(Token('RULE', 'number'), [Token('INTEGER', '10')])])])]), Token('EOL', '\\n'), Tree(Token('RULE', 'io_command'), [Tree(Token('RULE', 'addresult_cmd'), [Tree(Token('RULE', 'identifier'), [Token('IDENTIFIER', 'es_admin')])])])])" - } - } -] \ No newline at end of file diff --git a/scratches/acano/api_pack_dataset.ipynb b/scratches/acano/api_pack_dataset.ipynb deleted file mode 100644 index d2e1180..0000000 --- a/scratches/acano/api_pack_dataset.ipynb +++ /dev/null @@ -1,138 +0,0 @@ -{ - "cells": [ - { - "cell_type": "code", - "execution_count": 1, - "id": "93b6fd90", - "metadata": {}, - "outputs": [], - "source": [ - "from pprint import pprint\n", - "import json\n", - "\n", - "from src.config import settings" - ] - }, - { - "cell_type": "code", - "execution_count": 4, - "id": "b7799967", - "metadata": {}, - "outputs": [], - "source": [ - "with open(settings.external_path / \"total_data_cleaned_python.json\", 'r') as f:\n", - " api_pack_dataset = json.load(f)\n", - "\n", - "with open(settings.external_path / \"huggingface_train.json\", \"r\", encoding=\"utf-8\") as f:\n", - " api_bench_dataset = [json.loads(line) for line in f if line.strip()]" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "id": "7c625700", - "metadata": {}, - "outputs": [], - "source": [ - "api_bench_dataset" - ] - }, - { - "cell_type": "code", - "execution_count": 16, - "id": "842a09dc", - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "('import http.client\\n'\n", - " '\\n'\n", - " 'conn = http.client.HTTPConnection(\"undefinedhttps\")\\n'\n", - " '\\n'\n", - " 'headers = {\\n'\n", - " ' \\'X-RapidAPI-Key\\': \"SOME_STRING_VALUE\",\\n'\n", - " ' \\'X-RapidAPI-Host\\': \"SOME_STRING_VALUE\"\\n'\n", - " ' }\\n'\n", - " '\\n'\n", - " 'conn.request(\"GET\", '\n", - " '\"//climatechange1.p.rapidapi.com/news/%7Bnewspapercode%7D?newspapercode=SOME_STRING_VALUE\", '\n", - " 'headers=headers)\\n'\n", - " '\\n'\n", - " 'res = conn.getresponse()\\n'\n", - " 'data = res.read()\\n'\n", - " '\\n'\n", - " 'print(data.decode(\"utf-8\"))')\n" - ] - } - ], - "source": [ - "pprint(api_pack_dataset[3111][\"api_call_data\"][\"api_call\"])" - ] - }, - { - "cell_type": "code", - "execution_count": 11, - "id": "1638cb7c", - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "(\"**domain**:['Shipment']\\n\"\n", - " '**api_call**:import http.client\\n'\n", - " '\\n'\n", - " 'conn = http.client.HTTPSConnection(\"null\")\\n'\n", - " '\\n'\n", - " 'headers = { \\'Authorization\\': \"REPLACE_KEY_VALUE\" }\\n'\n", - " '\\n'\n", - " 'conn.request(\"GET\", '\n", - " '\"/business.hema.digital/fulfillment/v2/salesorders/975680088608/consignments/19a5095f-4c99-4ed6-bc35-1e358b127ad4/shipments/378020893722472149\", '\n", - " 'headers=headers)\\n'\n", - " '\\n'\n", - " 'res = conn.getresponse()\\n'\n", - " 'data = res.read()\\n'\n", - " '\\n'\n", - " 'print(data.decode(\"utf-8\"))\\n'\n", - " '**api_provider**:\\n'\n", - " '**lang**:Python')\n" - ] - } - ], - "source": [ - "pprint(api_pack_dataset[7][\"output\"])" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "id": "1979cadb", - "metadata": {}, - "outputs": [], - "source": [] - } - ], - "metadata": { - "kernelspec": { - "display_name": "assistance-engine", - "language": "python", - "name": "python3" - }, - "language_info": { - "codemirror_mode": { - "name": "ipython", - "version": 3 - }, - "file_extension": ".py", - "mimetype": "text/x-python", - "name": "python", - "nbconvert_exporter": "python", - "pygments_lexer": "ipython3", - "version": "3.11.13" - } - }, - "nbformat": 4, - "nbformat_minor": 5 -} diff --git a/scripts/pipelines/flows/elasticsearch_ingestion.py b/scripts/pipelines/flows/elasticsearch_ingestion.py index 427b65e..e92d6a7 100644 --- a/scripts/pipelines/flows/elasticsearch_ingestion.py +++ b/scripts/pipelines/flows/elasticsearch_ingestion.py @@ -14,7 +14,7 @@ app = typer.Typer() @app.command() def elasticsearch_ingestion( - docs_folder_path: str = "docs/samples", + docs_folder_path: str = "docs/LRM", output_path: str = "ingestion/chunks-bge.json", docs_extension: list[str] = [".md", ".avap"], es_index: str = "avap-docs-test-v4-bge", diff --git a/scripts/pipelines/ingestion/ingestion/chunks_v2.jsonl b/scripts/pipelines/ingestion/ingestion/chunks_v2.jsonl new file mode 100644 index 0000000..a23a33b --- /dev/null +++ b/scripts/pipelines/ingestion/ingestion/chunks_v2.jsonl @@ -0,0 +1,209 @@ +{"chunk_id": "2905488dffcbd7ba", "source_file": "docs/LRM/referencia_por_valor.avap", "doc_type": "code", "block_type": "addVar", "section": "", "start_line": 1, "end_line": 2, "content": "addVar(base, 1000)\naddVar(copia, $base)", "metadata": {"complexity": 0}, "token_estimate": 16} +{"chunk_id": "82e05ef62a72de87", "source_file": "docs/LRM/referencia_por_valor.avap", "doc_type": "code", "block_type": "addResult", "section": "", "start_line": 3, "end_line": 3, "content": "addVar(base, 1000)\naddVar(copia, $base)\naddResult(copia)", "metadata": {"returns_result": true, "complexity": 1, "has_overlap": true, "overlap_type": "line_tail"}, "token_estimate": 21} +{"chunk_id": "e22aa3df5eb00c0d", "source_file": "docs/LRM/replace.avap", "doc_type": "code", "block_type": "addParam", "section": "", "start_line": 1, "end_line": 1, "content": "addParam(\"password_base\", password_base)", "metadata": {"uses_auth": true, "complexity": 1}, "token_estimate": 9} +{"chunk_id": "05f1848cff9c8a55", "source_file": "docs/LRM/replace.avap", "doc_type": "code", "block_type": "replace", "section": "", "start_line": 2, "end_line": 5, "content": "addParam(\"password_base\", password_base)\nreplace(password_base, \"a\", \"@\", temp1)\nreplace(temp1, \"e\", \"3\", temp2)\nreplace(temp2, \"o\", \"0\", temp3)\nreplace(temp3, \"i\", \"!\", modified_password)", "metadata": {"uses_string_ops": true, "complexity": 1, "has_overlap": true, "overlap_type": "line_tail"}, "token_estimate": 59} +{"chunk_id": "2d530c8b7f201817", "source_file": "docs/LRM/replace.avap", "doc_type": "code", "block_type": "randomString", "section": "", "start_line": 6, "end_line": 6, "content": "replace(temp1, \"e\", \"3\", temp2)\nreplace(temp2, \"o\", \"0\", temp3)\nreplace(temp3, \"i\", \"!\", modified_password)\nrandomString(\"[a-zA-Z0-9]\", 4, suffix)", "metadata": {"uses_string_ops": true, "complexity": 1, "has_overlap": true, "overlap_type": "line_tail"}, "token_estimate": 53} +{"chunk_id": "7a7d360a1ebffd00", "source_file": "docs/LRM/replace.avap", "doc_type": "code", "block_type": "addVar", "section": "", "start_line": 7, "end_line": 7, "content": "randomString(\"[a-zA-Z0-9]\", 4, suffix)\naddVar(final_password, modified_password)", "metadata": {"complexity": 0, "has_overlap": true, "overlap_type": "line_tail"}, "token_estimate": 23} +{"chunk_id": "560d37134f833c45", "source_file": "docs/LRM/replace.avap", "doc_type": "code", "block_type": "assignment", "section": "", "start_line": 8, "end_line": 8, "content": "addVar(final_password, modified_password)\nfinal_password = final_password + suffix", "metadata": {"complexity": 0, "has_overlap": true, "overlap_type": "line_tail"}, "token_estimate": 15} +{"chunk_id": "aacceeec5dae969a", "source_file": "docs/LRM/replace.avap", "doc_type": "code", "block_type": "addResult", "section": "", "start_line": 9, "end_line": 9, "content": "final_password = final_password + suffix\naddResult(final_password)", "metadata": {"returns_result": true, "complexity": 1, "has_overlap": true, "overlap_type": "line_tail"}, "token_estimate": 13} +{"chunk_id": "a6727546f328e768", "source_file": "docs/LRM/respuesta_multiple.avap", "doc_type": "code", "block_type": "addVar", "section": "", "start_line": 1, "end_line": 2, "content": "addVar(code, 200)\naddVar(status, \"Success\")", "metadata": {"complexity": 0}, "token_estimate": 14} +{"chunk_id": "ce12abd61c278bec", "source_file": "docs/LRM/respuesta_multiple.avap", "doc_type": "code", "block_type": "addResult", "section": "", "start_line": 3, "end_line": 4, "content": "addVar(code, 200)\naddVar(status, \"Success\")\naddResult(code)\naddResult(status)", "metadata": {"returns_result": true, "complexity": 1, "has_overlap": true, "overlap_type": "line_tail"}, "token_estimate": 22} +{"chunk_id": "4be60a16d7cc7c4d", "source_file": "docs/LRM/generador_de_tokens_aleatorios.avap", "doc_type": "code", "block_type": "randomString", "section": "", "start_line": 1, "end_line": 1, "content": "randomString(\"[A-Z]\\d\", 32, token_seguridad)", "metadata": {"uses_string_ops": true, "complexity": 1}, "token_estimate": 15} +{"chunk_id": "1810ca839b071a65", "source_file": "docs/LRM/generador_de_tokens_aleatorios.avap", "doc_type": "code", "block_type": "addResult", "section": "", "start_line": 2, "end_line": 2, "content": "randomString(\"[A-Z]\\d\", 32, token_seguridad)\naddResult(token_seguridad)", "metadata": {"returns_result": true, "complexity": 1, "has_overlap": true, "overlap_type": "line_tail"}, "token_estimate": 21} +{"chunk_id": "5208d7435c0286ab", "source_file": "docs/LRM/hash_SHA256_para_integridad.avap", "doc_type": "code", "block_type": "encodeSHA256", "section": "", "start_line": 1, "end_line": 1, "content": "encodeSHA256(\"payload_data\", checksum)", "metadata": {"uses_crypto": true, "uses_string_ops": true, "complexity": 2}, "token_estimate": 9} +{"chunk_id": "e5e9b70428937778", "source_file": "docs/LRM/hash_SHA256_para_integridad.avap", "doc_type": "code", "block_type": "addResult", "section": "", "start_line": 2, "end_line": 2, "content": "encodeSHA256(\"payload_data\", checksum)\naddResult(checksum)", "metadata": {"returns_result": true, "complexity": 1, "has_overlap": true, "overlap_type": "line_tail"}, "token_estimate": 14} +{"chunk_id": "682adaeeb528f778", "source_file": "docs/LRM/hola_mundo.avap", "doc_type": "code", "block_type": "addVar", "section": "", "start_line": 1, "end_line": 1, "content": "addVar(mensaje, \"Hola mundo desde AVAP\")", "metadata": {"complexity": 0}, "token_estimate": 12} +{"chunk_id": "9bb665ca8d7590f7", "source_file": "docs/LRM/hola_mundo.avap", "doc_type": "code", "block_type": "addResult", "section": "", "start_line": 2, "end_line": 2, "content": "addVar(mensaje, \"Hola mundo desde AVAP\")\naddResult(mensaje)", "metadata": {"returns_result": true, "complexity": 1, "has_overlap": true, "overlap_type": "line_tail"}, "token_estimate": 17} +{"chunk_id": "89bddd6830b6a8af", "source_file": "docs/LRM/concatenacion_dinamica.avap", "doc_type": "code", "block_type": "assignment", "section": "", "start_line": 1, "end_line": 2, "content": "nombre = \"Sistema\"\nlog = \"Evento registrado por: %s\" % nombre", "metadata": {"complexity": 0}, "token_estimate": 18} +{"chunk_id": "6797d36c2eb0e38a", "source_file": "docs/LRM/concatenacion_dinamica.avap", "doc_type": "code", "block_type": "addResult", "section": "", "start_line": 3, "end_line": 3, "content": "nombre = \"Sistema\"\nlog = \"Evento registrado por: %s\" % nombre\naddResult(log)", "metadata": {"returns_result": true, "complexity": 1, "has_overlap": true, "overlap_type": "line_tail"}, "token_estimate": 23} +{"chunk_id": "d02cc7019c314251", "source_file": "docs/LRM/construccion_dinamica_de_objeto.avap", "doc_type": "code", "block_type": "assignment", "section": "", "start_line": 1, "end_line": 1, "content": "datos_cliente = \"datos\"", "metadata": {"complexity": 0}, "token_estimate": 6} +{"chunk_id": "c1528242fcd85a68", "source_file": "docs/LRM/construccion_dinamica_de_objeto.avap", "doc_type": "code", "block_type": "addVar", "section": "", "start_line": 2, "end_line": 2, "content": "datos_cliente = \"datos\"\naddVar(clave, \"cliente_vip\")", "metadata": {"complexity": 0, "has_overlap": true, "overlap_type": "line_tail"}, "token_estimate": 16} +{"chunk_id": "d335da8caf95ac8d", "source_file": "docs/LRM/construccion_dinamica_de_objeto.avap", "doc_type": "code", "block_type": "addVariableToJSON", "section": "", "start_line": 3, "end_line": 3, "content": "addVar(clave, \"cliente_vip\")\nAddvariableToJSON(clave, datos_cliente, mi_json_final)", "metadata": {"uses_json": true, "complexity": 1, "has_overlap": true, "overlap_type": "line_tail"}, "token_estimate": 24} +{"chunk_id": "27067ebe43e3b05d", "source_file": "docs/LRM/construccion_dinamica_de_objeto.avap", "doc_type": "code", "block_type": "addResult", "section": "", "start_line": 4, "end_line": 4, "content": "AddvariableToJSON(clave, datos_cliente, mi_json_final)\naddResult(mi_json_final)", "metadata": {"returns_result": true, "complexity": 1, "has_overlap": true, "overlap_type": "line_tail"}, "token_estimate": 20} +{"chunk_id": "a25dfc3b319135d3", "source_file": "docs/LRM/contador_de_parametros.avap", "doc_type": "code", "block_type": "addParam", "section": "", "start_line": 1, "end_line": 1, "content": "addParam(\"data_list\", mi_lista)", "metadata": {"uses_auth": true, "complexity": 1}, "token_estimate": 9} +{"chunk_id": "d96fd663666733fe", "source_file": "docs/LRM/contador_de_parametros.avap", "doc_type": "code", "block_type": "getListLen", "section": "", "start_line": 2, "end_line": 2, "content": "addParam(\"data_list\", mi_lista)\ngetListLen(mi_lista, cantidad)", "metadata": {"uses_list": true, "complexity": 1, "has_overlap": true, "overlap_type": "line_tail"}, "token_estimate": 16} +{"chunk_id": "9905db6de1ea3067", "source_file": "docs/LRM/contador_de_parametros.avap", "doc_type": "code", "block_type": "addResult", "section": "", "start_line": 3, "end_line": 3, "content": "getListLen(mi_lista, cantidad)\naddResult(cantidad)", "metadata": {"returns_result": true, "complexity": 1, "has_overlap": true, "overlap_type": "line_tail"}, "token_estimate": 12} +{"chunk_id": "79fd8fee120921e7", "source_file": "docs/LRM/captura_de_id.avap", "doc_type": "code", "block_type": "addParam", "section": "", "start_line": 1, "end_line": 1, "content": "addParam(\"client_id\", id_interno)", "metadata": {"uses_auth": true, "complexity": 1}, "token_estimate": 10} +{"chunk_id": "03697091447c57d4", "source_file": "docs/LRM/captura_de_id.avap", "doc_type": "code", "block_type": "addResult", "section": "", "start_line": 2, "end_line": 2, "content": "addParam(\"client_id\", id_interno)\naddResult(id_interno)", "metadata": {"returns_result": true, "complexity": 1, "has_overlap": true, "overlap_type": "line_tail"}, "token_estimate": 16} +{"chunk_id": "e9a41f9fb3e87473", "source_file": "docs/LRM/captura_de_listas_multiples.avap", "doc_type": "code", "block_type": "addParam", "section": "", "start_line": 1, "end_line": 1, "content": "addParam(emails,emails)", "metadata": {"uses_auth": true, "complexity": 1}, "token_estimate": 7} +{"chunk_id": "915212e3477f6498", "source_file": "docs/LRM/captura_de_listas_multiples.avap", "doc_type": "code", "block_type": "getQueryParamList", "section": "", "start_line": 2, "end_line": 2, "content": "addParam(emails,emails)\ngetQueryParamList(lista_correos)", "metadata": {"complexity": 0, "has_overlap": true, "overlap_type": "line_tail"}, "token_estimate": 15} +{"chunk_id": "0eeff974dcd74729", "source_file": "docs/LRM/captura_de_listas_multiples.avap", "doc_type": "code", "block_type": "addResult", "section": "", "start_line": 3, "end_line": 3, "content": "getQueryParamList(lista_correos)\naddResult(lista_correos)", "metadata": {"returns_result": true, "complexity": 1, "has_overlap": true, "overlap_type": "line_tail"}, "token_estimate": 15} +{"chunk_id": "622f4a9eb1c52f9e", "source_file": "docs/LRM/comparacion_simple.avap", "doc_type": "code", "block_type": "addParam", "section": "", "start_line": 1, "end_line": 2, "content": "addParam(\"lang\", l)\naddParam(\"lang2\", l2)", "metadata": {"uses_auth": true, "complexity": 1}, "token_estimate": 16} +{"chunk_id": "9f3bf5d392632c4a", "source_file": "docs/LRM/comparacion_simple.avap", "doc_type": "code", "block_type": "if", "section": "", "start_line": 3, "end_line": 5, "content": "addParam(\"lang\", l)\naddParam(\"lang2\", l2)\nif(l, \"es\", \"=\")\n addVar(msg, \"Hola\")\nend()", "metadata": {"uses_conditional": true, "complexity": 1, "has_overlap": true, "overlap_type": "line_tail"}, "token_estimate": 34} +{"chunk_id": "f0980635ef9cbc12", "source_file": "docs/LRM/comparacion_simple.avap", "doc_type": "code", "block_type": "addResult", "section": "", "start_line": 6, "end_line": 6, "content": "if(l, \"es\", \"=\")\n addVar(msg, \"Hola\")\nend()\naddResult(msg)", "metadata": {"returns_result": true, "complexity": 1, "has_overlap": true, "overlap_type": "line_tail"}, "token_estimate": 22} +{"chunk_id": "7c239ad53392d63d", "source_file": "docs/LRM/conversion_timestamp_legible.avap", "doc_type": "code", "block_type": "stampToDatetime", "section": "", "start_line": 1, "end_line": 1, "content": "stampToDatetime(1708726162, \"%d/%m/%Y\", 0, fecha_human)", "metadata": {"uses_datetime": true, "complexity": 1}, "token_estimate": 22} +{"chunk_id": "c4dc5d3c081101a5", "source_file": "docs/LRM/conversion_timestamp_legible.avap", "doc_type": "code", "block_type": "addResult", "section": "", "start_line": 2, "end_line": 2, "content": "stampToDatetime(1708726162, \"%d/%m/%Y\", 0, fecha_human)\naddResult(fecha_human)", "metadata": {"returns_result": true, "complexity": 1, "has_overlap": true, "overlap_type": "line_tail"}, "token_estimate": 28} +{"chunk_id": "c92acc3310c195cb", "source_file": "docs/LRM/else_estandar.avap", "doc_type": "code", "block_type": "addParam", "section": "", "start_line": 1, "end_line": 1, "content": "addParam(sal_par,saldo)", "metadata": {"uses_auth": true, "complexity": 1}, "token_estimate": 8} +{"chunk_id": "99462a4539651e84", "source_file": "docs/LRM/else_estandar.avap", "doc_type": "code", "block_type": "if", "section": "", "start_line": 2, "end_line": 6, "content": "addParam(sal_par,saldo)\nif(saldo, 0, \">\")\n permitir = True\nelse()\n permitir = False\nend()", "metadata": {"uses_conditional": true, "complexity": 1, "has_overlap": true, "overlap_type": "line_tail"}, "token_estimate": 33} +{"chunk_id": "c9134748119a6401", "source_file": "docs/LRM/else_estandar.avap", "doc_type": "code", "block_type": "addResult", "section": "", "start_line": 7, "end_line": 7, "content": "else()\n permitir = False\nend()\naddResult(permitir)", "metadata": {"returns_result": true, "complexity": 1, "has_overlap": true, "overlap_type": "line_tail"}, "token_estimate": 16} +{"chunk_id": "165f0dce1243f11e", "source_file": "docs/LRM/expresion_compleja.avap", "doc_type": "code", "block_type": "addParam", "section": "", "start_line": 1, "end_line": 2, "content": "addParam(userrype, user_type)\naddParam(sells, compras)", "metadata": {"uses_auth": true, "complexity": 1}, "token_estimate": 17} +{"chunk_id": "ef826cb80ab05a8c", "source_file": "docs/LRM/expresion_compleja.avap", "doc_type": "code", "block_type": "if", "section": "", "start_line": 3, "end_line": 5, "content": "addParam(userrype, user_type)\naddParam(sells, compras)\nif(None, None, \" user_type == 'VIP' or compras > 100\")\n addVar(descuento, 0.20)\nend()", "metadata": {"uses_conditional": true, "complexity": 1, "has_overlap": true, "overlap_type": "line_tail"}, "token_estimate": 49} +{"chunk_id": "117c5396b3e2f3bd", "source_file": "docs/LRM/expresion_compleja.avap", "doc_type": "code", "block_type": "addResult", "section": "", "start_line": 6, "end_line": 6, "content": "if(None, None, \" user_type == 'VIP' or compras > 100\")\n addVar(descuento, 0.20)\nend()\naddResult(descuento)", "metadata": {"returns_result": true, "complexity": 1, "has_overlap": true, "overlap_type": "line_tail"}, "token_estimate": 37} +{"chunk_id": "559f8f61eda7ff75", "source_file": "docs/LRM/fecha_para_base_de_datos.avap", "doc_type": "code", "block_type": "getDateTime", "section": "", "start_line": 1, "end_line": 1, "content": "getDateTime(\"%Y-%m-%d %H:%M:%S\", 0, \"Europe/Madrid\", sql_date)", "metadata": {"uses_datetime": true, "complexity": 1}, "token_estimate": 27} +{"chunk_id": "b40f10f126c22c01", "source_file": "docs/LRM/fecha_para_base_de_datos.avap", "doc_type": "code", "block_type": "addResult", "section": "", "start_line": 2, "end_line": 2, "content": "getDateTime(\"%Y-%m-%d %H:%M:%S\", 0, \"Europe/Madrid\", sql_date)\naddResult(sql_date)", "metadata": {"returns_result": true, "complexity": 1, "has_overlap": true, "overlap_type": "line_tail"}, "token_estimate": 32} +{"chunk_id": "c8dbbbf6cb64c10d", "source_file": "docs/LRM/funcion_de_suma.avap", "doc_type": "code", "block_type": "function", "section": "", "start_line": 1, "end_line": 4, "content": "function suma(a, b){\n total = a + b\n return(total)\n }", "metadata": {"complexity": 0}, "token_estimate": 19} +{"chunk_id": "1065800a57207e04", "source_file": "docs/LRM/funcion_de_suma.avap", "doc_type": "function_signature", "block_type": "function_signature", "section": "", "start_line": 1, "end_line": 1, "content": "function suma(a, b)", "metadata": {"complexity": 0, "full_block_start": 1, "full_block_end": 4}, "token_estimate": 6} +{"chunk_id": "1ef5fa8a4a980012", "source_file": "docs/LRM/funcion_de_suma.avap", "doc_type": "code", "block_type": "assignment", "section": "", "start_line": 5, "end_line": 5, "content": "// contexto: function suma(a, b)\nresultado = suma(10, 20)", "metadata": {"complexity": 0, "has_overlap": true, "overlap_type": "function_sig"}, "token_estimate": 18} +{"chunk_id": "ff7df988add5bbef", "source_file": "docs/LRM/funcion_de_suma.avap", "doc_type": "code", "block_type": "addResult", "section": "", "start_line": 6, "end_line": 6, "content": "// contexto: function suma(a, b)\naddResult(resultado)", "metadata": {"returns_result": true, "complexity": 1, "has_overlap": true, "overlap_type": "function_sig"}, "token_estimate": 13} +{"chunk_id": "b8682e4f71d9d7c3", "source_file": "docs/LRM/funcion_validacion_acceso.avap", "doc_type": "code", "block_type": "function", "section": "", "start_line": 1, "end_line": 7, "content": "function es_valido(token){\n response = False\n if(token, \"SECRET\", \"=\")\n response = True\n end()\n return(response)\n }", "metadata": {"uses_conditional": true, "complexity": 1}, "token_estimate": 34} +{"chunk_id": "a1cfc36abdf661a0", "source_file": "docs/LRM/funcion_validacion_acceso.avap", "doc_type": "function_signature", "block_type": "function_signature", "section": "", "start_line": 1, "end_line": 1, "content": "function es_valido(token)", "metadata": {"complexity": 0, "full_block_start": 1, "full_block_end": 7}, "token_estimate": 6} +{"chunk_id": "66706bf4b7d3aede", "source_file": "docs/LRM/funcion_validacion_acceso.avap", "doc_type": "code", "block_type": "assignment", "section": "", "start_line": 8, "end_line": 8, "content": "// contexto: function es_valido(token)\nautorizado = es_valido(\"SECRET\")", "metadata": {"complexity": 0, "has_overlap": true, "overlap_type": "function_sig"}, "token_estimate": 18} +{"chunk_id": "5932e6b75c40b7db", "source_file": "docs/LRM/funcion_validacion_acceso.avap", "doc_type": "code", "block_type": "addResult", "section": "", "start_line": 9, "end_line": 9, "content": "// contexto: function es_valido(token)\naddResult(autorizado)", "metadata": {"returns_result": true, "complexity": 1, "has_overlap": true, "overlap_type": "function_sig"}, "token_estimate": 15} +{"chunk_id": "b42aadf3d8b1391a", "source_file": "docs/LRM/if_desigualdad.avap", "doc_type": "code", "block_type": "addParam", "section": "", "start_line": 1, "end_line": 1, "content": "addParam(password,pass_nueva)", "metadata": {"uses_auth": true, "complexity": 1}, "token_estimate": 8} +{"chunk_id": "142b2aef2f05fae7", "source_file": "docs/LRM/if_desigualdad.avap", "doc_type": "code", "block_type": "assignment", "section": "", "start_line": 2, "end_line": 2, "content": "addParam(password,pass_nueva)\npass_antigua = \"password\"", "metadata": {"complexity": 0, "has_overlap": true, "overlap_type": "line_tail"}, "token_estimate": 15} +{"chunk_id": "b03b67f3aab35d7a", "source_file": "docs/LRM/if_desigualdad.avap", "doc_type": "code", "block_type": "if", "section": "", "start_line": 3, "end_line": 5, "content": "pass_antigua = \"password\"\nif(pass_nueva, pass_antigua, \"!=\")\n addVar(cambio, \"Contraseña actualizada\")\nend()", "metadata": {"uses_conditional": true, "complexity": 1, "has_overlap": true, "overlap_type": "line_tail"}, "token_estimate": 33} +{"chunk_id": "99549cab6c8617d8", "source_file": "docs/LRM/if_desigualdad.avap", "doc_type": "code", "block_type": "addResult", "section": "", "start_line": 6, "end_line": 6, "content": "if(pass_nueva, pass_antigua, \"!=\")\n addVar(cambio, \"Contraseña actualizada\")\nend()\naddResult(cambio)", "metadata": {"returns_result": true, "complexity": 1, "has_overlap": true, "overlap_type": "line_tail"}, "token_estimate": 31} +{"chunk_id": "123dfdacd4160b0d", "source_file": "docs/LRM/limpieza_de_strings.avap", "doc_type": "code", "block_type": "replace", "section": "", "start_line": 1, "end_line": 1, "content": "replace(\"REF_1234_OLD\",\"OLD\", \"NEW\", ref_actualizada)", "metadata": {"uses_string_ops": true, "complexity": 1}, "token_estimate": 17} +{"chunk_id": "c65655393175720a", "source_file": "docs/LRM/limpieza_de_strings.avap", "doc_type": "code", "block_type": "addResult", "section": "", "start_line": 2, "end_line": 2, "content": "replace(\"REF_1234_OLD\",\"OLD\", \"NEW\", ref_actualizada)\naddResult(ref_actualizada)", "metadata": {"returns_result": true, "complexity": 1, "has_overlap": true, "overlap_type": "line_tail"}, "token_estimate": 23} +{"chunk_id": "3edbf12e560e22b1", "source_file": "docs/LRM/manejo_error_sql_critico.avap", "doc_type": "code", "block_type": "try", "section": "", "start_line": 1, "end_line": 7, "content": "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()", "metadata": {"uses_orm": true, "uses_auth": true, "uses_error_handling": true, "uses_exception": true, "returns_result": true, "complexity": 5}, "token_estimate": 51} +{"chunk_id": "4d9f72fb03ba6d2b", "source_file": "docs/LRM/validacion_de_nulo.avap", "doc_type": "code", "block_type": "addParam", "section": "", "start_line": 1, "end_line": 1, "content": "addParam(\"api_key\", key)", "metadata": {"uses_auth": true, "complexity": 1}, "token_estimate": 8} +{"chunk_id": "19fa0a3950612c1e", "source_file": "docs/LRM/validacion_de_nulo.avap", "doc_type": "code", "block_type": "if", "section": "", "start_line": 2, "end_line": 6, "content": "addParam(\"api_key\", key)\nif(key, None, \"==\")\n addVar(_status, 403)\n addVar(error, \"Acceso denegado: falta API KEY\")\n addResult(error)\nend()", "metadata": {"uses_auth": true, "uses_conditional": true, "returns_result": true, "complexity": 3, "has_overlap": true, "overlap_type": "line_tail"}, "token_estimate": 47} +{"chunk_id": "e06fe329097212dd", "source_file": "docs/LRM/validacion_in_pertenece_a_lista.avap", "doc_type": "code", "block_type": "addParam", "section": "", "start_line": 1, "end_line": 1, "content": "addParam(\"rol\", r)", "metadata": {"uses_auth": true, "complexity": 1}, "token_estimate": 7} +{"chunk_id": "45357866151b3999", "source_file": "docs/LRM/validacion_in_pertenece_a_lista.avap", "doc_type": "code", "block_type": "if", "section": "", "start_line": 2, "end_line": 4, "content": "addParam(\"rol\", r)\nif(r, [\"admin\", \"editor\", \"root\"], \"in\")\n acceso = True\nend()", "metadata": {"uses_conditional": true, "complexity": 1, "has_overlap": true, "overlap_type": "line_tail"}, "token_estimate": 29} +{"chunk_id": "361f48c92a40a481", "source_file": "docs/LRM/validacion_in_pertenece_a_lista.avap", "doc_type": "code", "block_type": "addResult", "section": "", "start_line": 5, "end_line": 5, "content": "if(r, [\"admin\", \"editor\", \"root\"], \"in\")\n acceso = True\nend()\naddResult(acceso)", "metadata": {"returns_result": true, "complexity": 1, "has_overlap": true, "overlap_type": "line_tail"}, "token_estimate": 27} +{"chunk_id": "ed8b4a4e75a71762", "source_file": "docs/LRM/obtencion_timestamp.avap", "doc_type": "code", "block_type": "getDateTime", "section": "", "start_line": 1, "end_line": 1, "content": "getDateTime(\"\", 0, \"UTC\", ahora)", "metadata": {"uses_datetime": true, "complexity": 1}, "token_estimate": 11} +{"chunk_id": "05d2d0c8e6266861", "source_file": "docs/LRM/obtencion_timestamp.avap", "doc_type": "code", "block_type": "addResult", "section": "", "start_line": 2, "end_line": 2, "content": "getDateTime(\"\", 0, \"UTC\", ahora)\naddResult(ahora)", "metadata": {"returns_result": true, "complexity": 1, "has_overlap": true, "overlap_type": "line_tail"}, "token_estimate": 17} +{"chunk_id": "02d7b0e4a1e1f09c", "source_file": "docs/LRM/ormAccessCreate.avap", "doc_type": "code", "block_type": "orm_command", "section": "", "start_line": 1, "end_line": 1, "content": "ormCheckTable(tabla_pruebas,resultado_comprobacion)", "metadata": {"uses_orm": true, "complexity": 1}, "token_estimate": 13} +{"chunk_id": "6daea421c5a1d565", "source_file": "docs/LRM/ormAccessCreate.avap", "doc_type": "code", "block_type": "if", "section": "", "start_line": 2, "end_line": 4, "content": "ormCheckTable(tabla_pruebas,resultado_comprobacion)\nif(resultado_comprobacion,False,'==')\n ormCreateTable(\"username,age\",'VARCHAR,INTEGER',tabla_pruebas,resultado_creacion)\nend()", "metadata": {"uses_orm": true, "uses_conditional": true, "complexity": 2, "has_overlap": true, "overlap_type": "line_tail"}, "token_estimate": 45} +{"chunk_id": "47d660e6c1f124d1", "source_file": "docs/LRM/ormAccessCreate.avap", "doc_type": "code", "block_type": "addResult", "section": "", "start_line": 5, "end_line": 6, "content": "if(resultado_comprobacion,False,'==')\n ormCreateTable(\"username,age\",'VARCHAR,INTEGER',tabla_pruebas,resultado_creacion)\nend()\naddResult(resultado_comprobacion)\naddResult(resultado_creacion)", "metadata": {"returns_result": true, "complexity": 1, "has_overlap": true, "overlap_type": "line_tail"}, "token_estimate": 45} +{"chunk_id": "b15daff2028a2136", "source_file": "docs/LRM/paginacion_dinamica_recursos.avap", "doc_type": "code", "block_type": "addParam", "section": "", "start_line": 1, "end_line": 2, "content": "addParam(\"page\", p)\naddParam(\"size\", s)", "metadata": {"uses_auth": true, "complexity": 1}, "token_estimate": 14} +{"chunk_id": "8f1fa0e84c981765", "source_file": "docs/LRM/paginacion_dinamica_recursos.avap", "doc_type": "code", "block_type": "assignment", "section": "", "start_line": 3, "end_line": 6, "content": "addParam(\"page\", p)\naddParam(\"size\", s)\nregistros = [\"u1\", \"u2\", \"u3\", \"u4\", \"u5\", \"u6\"]\noffset = int(p) * int(s)\nlimite = offset + int(s)\ncontador = 0", "metadata": {"complexity": 0, "has_overlap": true, "overlap_type": "line_tail"}, "token_estimate": 62} +{"chunk_id": "e27ce4178666239b", "source_file": "docs/LRM/paginacion_dinamica_recursos.avap", "doc_type": "code", "block_type": "addResult", "section": "", "start_line": 7, "end_line": 8, "content": "offset = int(p) * int(s)\nlimite = offset + int(s)\ncontador = 0\naddResult(offset)\naddResult(limite)", "metadata": {"returns_result": true, "complexity": 1, "has_overlap": true, "overlap_type": "line_tail"}, "token_estimate": 32} +{"chunk_id": "9a66c0e4c49bbbcb", "source_file": "docs/LRM/paginacion_dinamica_recursos.avap", "doc_type": "code", "block_type": "startLoop", "section": "", "start_line": 9, "end_line": 13, "content": "addResult(offset)\naddResult(limite)\nstartLoop(i, 2, limite)\n actual = registros[int(i)]\n titulo = \"reg_%s\" % i\n AddvariableToJSON(titulo, actual, pagina_json)\nendLoop()", "metadata": {"uses_loop": true, "uses_json": true, "complexity": 2, "has_overlap": true, "overlap_type": "line_tail"}, "token_estimate": 53} +{"chunk_id": "77c985068f6f9269", "source_file": "docs/LRM/paginacion_dinamica_recursos.avap", "doc_type": "code", "block_type": "addResult", "section": "", "start_line": 14, "end_line": 14, "content": "titulo = \"reg_%s\" % i\n AddvariableToJSON(titulo, actual, pagina_json)\nendLoop()\naddResult(pagina_json)", "metadata": {"returns_result": true, "complexity": 1, "has_overlap": true, "overlap_type": "line_tail"}, "token_estimate": 32} +{"chunk_id": "e2f6a0de7e7f9dc1", "source_file": "docs/LRM/bucle_1_10.avap", "doc_type": "code", "block_type": "startLoop", "section": "", "start_line": 1, "end_line": 4, "content": "startLoop(i,1,10)\n item = \"item_%s\" % i\n AddvariableToJSON(item,'valor_generado',mi_json)\nendLoop()", "metadata": {"uses_loop": true, "uses_json": true, "complexity": 2}, "token_estimate": 36} +{"chunk_id": "ce1f2fab7c807537", "source_file": "docs/LRM/bucle_1_10.avap", "doc_type": "code", "block_type": "addResult", "section": "", "start_line": 5, "end_line": 5, "content": "item = \"item_%s\" % i\n AddvariableToJSON(item,'valor_generado',mi_json)\nendLoop()\naddResult(mi_json)", "metadata": {"returns_result": true, "complexity": 1, "has_overlap": true, "overlap_type": "line_tail"}, "token_estimate": 32} +{"chunk_id": "717f75fe4eb08ecf", "source_file": "docs/LRM/bucle_longitud_de_datos.avap", "doc_type": "code", "block_type": "assignment", "section": "", "start_line": 1, "end_line": 1, "content": "registros = ['1','2','3']", "metadata": {"complexity": 0}, "token_estimate": 10} +{"chunk_id": "8a695ac320884362", "source_file": "docs/LRM/bucle_longitud_de_datos.avap", "doc_type": "code", "block_type": "getListLen", "section": "", "start_line": 2, "end_line": 2, "content": "registros = ['1','2','3']\ngetListLen(registros, total)", "metadata": {"uses_list": true, "complexity": 1, "has_overlap": true, "overlap_type": "line_tail"}, "token_estimate": 17} +{"chunk_id": "9530c2cad477b991", "source_file": "docs/LRM/bucle_longitud_de_datos.avap", "doc_type": "code", "block_type": "assignment", "section": "", "start_line": 3, "end_line": 3, "content": "getListLen(registros, total)\ncontador = 0", "metadata": {"complexity": 0, "has_overlap": true, "overlap_type": "line_tail"}, "token_estimate": 11} +{"chunk_id": "c4acc74c9b001703", "source_file": "docs/LRM/bucle_longitud_de_datos.avap", "doc_type": "code", "block_type": "startLoop", "section": "", "start_line": 4, "end_line": 6, "content": "contador = 0\nstartLoop(idx, 0, 2)\n actual = registros[int(idx)]\nendLoop()", "metadata": {"uses_loop": true, "complexity": 1, "has_overlap": true, "overlap_type": "line_tail"}, "token_estimate": 25} +{"chunk_id": "80e935fcd6c7a232", "source_file": "docs/LRM/bucle_longitud_de_datos.avap", "doc_type": "code", "block_type": "addResult", "section": "", "start_line": 7, "end_line": 7, "content": "startLoop(idx, 0, 2)\n actual = registros[int(idx)]\nendLoop()\naddResult(actual)", "metadata": {"returns_result": true, "complexity": 1, "has_overlap": true, "overlap_type": "line_tail"}, "token_estimate": 24} +{"chunk_id": "576b1bc85805eef0", "source_file": "docs/LRM/calculo_de_expiracion.avap", "doc_type": "code", "block_type": "getDateTime", "section": "", "start_line": 1, "end_line": 1, "content": "getDateTime(\"\", 86400, \"UTC\", expira)", "metadata": {"uses_datetime": true, "complexity": 1}, "token_estimate": 13} +{"chunk_id": "686f254e071d6280", "source_file": "docs/LRM/calculo_de_expiracion.avap", "doc_type": "code", "block_type": "addResult", "section": "", "start_line": 2, "end_line": 2, "content": "getDateTime(\"\", 86400, \"UTC\", expira)\naddResult(expira)", "metadata": {"returns_result": true, "complexity": 1, "has_overlap": true, "overlap_type": "line_tail"}, "token_estimate": 18} +{"chunk_id": "45b0086b13784a7d", "source_file": "docs/LRM/salida_bucle_correcta.avap", "doc_type": "code", "block_type": "assignment", "section": "", "start_line": 1, "end_line": 1, "content": "encontrado = False", "metadata": {"complexity": 0}, "token_estimate": 5} +{"chunk_id": "c6df33b0e7eac0ff", "source_file": "docs/LRM/salida_bucle_correcta.avap", "doc_type": "code", "block_type": "startLoop", "section": "", "start_line": 2, "end_line": 7, "content": "encontrado = False\nstartLoop(i, 1, 10)\n if(i, 5, \"==\")\n encontrado = True\n i = 11 \n end()\nendLoop()", "metadata": {"uses_loop": true, "uses_conditional": true, "complexity": 2, "has_overlap": true, "overlap_type": "line_tail"}, "token_estimate": 42} +{"chunk_id": "02edc488f13b7367", "source_file": "docs/LRM/salida_bucle_correcta.avap", "doc_type": "code", "block_type": "addResult", "section": "", "start_line": 8, "end_line": 8, "content": "i = 11 \n end()\nendLoop()\naddResult(encontrado)", "metadata": {"returns_result": true, "complexity": 1, "has_overlap": true, "overlap_type": "line_tail"}, "token_estimate": 17} +{"chunk_id": "fa248c7e9b4f56ef", "source_file": "docs/LRM/token.avap", "doc_type": "code", "block_type": "addParam", "section": "", "start_line": 1, "end_line": 1, "content": "addParam(\"password\", password)", "metadata": {"uses_auth": true, "complexity": 1}, "token_estimate": 7} +{"chunk_id": "f70001d3c0b2cdc8", "source_file": "docs/LRM/token.avap", "doc_type": "code", "block_type": "encodeSHA256", "section": "", "start_line": 2, "end_line": 2, "content": "addParam(\"password\", password)\nencodeSHA256(password, hashed_password)", "metadata": {"uses_crypto": true, "uses_string_ops": true, "complexity": 2, "has_overlap": true, "overlap_type": "line_tail"}, "token_estimate": 15} +{"chunk_id": "46d2a5f18f7b8ed5", "source_file": "docs/LRM/token.avap", "doc_type": "code", "block_type": "randomString", "section": "", "start_line": 3, "end_line": 3, "content": "encodeSHA256(password, hashed_password)\nrandomString(\"[a-zA-Z0-9]\", 32, secure_token)", "metadata": {"uses_string_ops": true, "complexity": 1, "has_overlap": true, "overlap_type": "line_tail"}, "token_estimate": 24} +{"chunk_id": "7e1538379154ed92", "source_file": "docs/LRM/token.avap", "doc_type": "code", "block_type": "addResult", "section": "", "start_line": 4, "end_line": 5, "content": "randomString(\"[a-zA-Z0-9]\", 32, secure_token)\naddResult(hashed_password)\naddResult(secure_token)", "metadata": {"returns_result": true, "complexity": 1, "has_overlap": true, "overlap_type": "line_tail"}, "token_estimate": 28} +{"chunk_id": "2c64510b9ac6042b", "source_file": "docs/LRM/try_catch_request.avap", "doc_type": "code", "block_type": "try", "section": "", "start_line": 1, "end_line": 6, "content": "try()\n RequestGet(\"https://api.test.com/data\", 0, 0, respuesta, None)\nexception(e)\n addVar(error_trace, e)\n addResult(error_trace)\nend()", "metadata": {"uses_http": true, "uses_error_handling": true, "uses_exception": true, "returns_result": true, "complexity": 4}, "token_estimate": 42} +{"chunk_id": "aeb4f87681bdc8b4", "source_file": "docs/LRM/asignacion_booleana.avap", "doc_type": "code", "block_type": "assignment", "section": "", "start_line": 1, "end_line": 2, "content": "nivel = 5\nes_admin = nivel >= 10", "metadata": {"complexity": 0}, "token_estimate": 12} +{"chunk_id": "5f0f938196d5e573", "source_file": "docs/LRM/asignacion_booleana.avap", "doc_type": "code", "block_type": "addResult", "section": "", "start_line": 3, "end_line": 3, "content": "nivel = 5\nes_admin = nivel >= 10\naddResult(es_admin)", "metadata": {"returns_result": true, "complexity": 1, "has_overlap": true, "overlap_type": "line_tail"}, "token_estimate": 18} +{"chunk_id": "42fb50109876864c", "source_file": "docs/LRM/asignacion_matematica.avap", "doc_type": "code", "block_type": "assignment", "section": "", "start_line": 1, "end_line": 3, "content": "subtotal = 150.50\niva = subtotal * 0.21\ntotal = subtotal + iva", "metadata": {"complexity": 0}, "token_estimate": 22} +{"chunk_id": "6019c2adc7750c04", "source_file": "docs/LRM/asignacion_matematica.avap", "doc_type": "code", "block_type": "addResult", "section": "", "start_line": 4, "end_line": 4, "content": "subtotal = 150.50\niva = subtotal * 0.21\ntotal = subtotal + iva\naddResult(total)", "metadata": {"returns_result": true, "complexity": 1, "has_overlap": true, "overlap_type": "line_tail"}, "token_estimate": 27} +{"chunk_id": "f2b9f3531de0a901", "source_file": "docs/LRM/avap.md", "doc_type": "spec", "block_type": "narrative", "section": "Prefacio Arquitectónico", "start_line": 2, "end_line": 4, "content": "**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---", "metadata": {"complexity": 0}, "token_estimate": 115} +{"chunk_id": "5fd5f1e92023b13d", "source_file": "docs/LRM/avap.md", "doc_type": "spec", "block_type": "narrative", "section": "Especificación Técnica Consolidada del Lenguaje AVAP (LRM)", "start_line": 8, "end_line": 10, "content": "Este 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---", "metadata": {"complexity": 0}, "token_estimate": 80} +{"chunk_id": "77a75c28d0b778bc", "source_file": "docs/LRM/avap.md", "doc_type": "spec", "block_type": "narrative", "section": "Especificación Técnica Consolidada del Lenguaje AVAP (LRM) > SECCIÓN I: Arquitectura, Memoria y Fundamentos Estructurales", "start_line": 14, "end_line": 14, "content": "Esta 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.", "metadata": {"complexity": 0}, "token_estimate": 72} +{"chunk_id": "5fd81b806e4f5711", "source_file": "docs/LRM/avap.md", "doc_type": "spec", "block_type": "narrative", "section": "Especificación Técnica Consolidada del Lenguaje AVAP (LRM) > SECCIÓN I: Arquitectura, Memoria y Fundamentos Estructurales > 1.1 Estructura de Archivo y Terminación de Sentencias", "start_line": 18, "end_line": 21, "content": "AVAP 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 (``) 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.", "metadata": {"complexity": 0}, "token_estimate": 159} +{"chunk_id": "de6ad8755bd4893c", "source_file": "docs/LRM/avap.md", "doc_type": "spec", "block_type": "narrative", "section": "Especificación Técnica Consolidada del Lenguaje AVAP (LRM) > SECCIÓN I: Arquitectura, Memoria y Fundamentos Estructurales > 1.2 Registro de Endpoints (registerEndpoint)", "start_line": 24, "end_line": 27, "content": "El 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.", "metadata": {"complexity": 0}, "token_estimate": 139} +{"chunk_id": "926d88e1a5ac0868", "source_file": "docs/LRM/avap.md", "doc_type": "spec", "block_type": "narrative", "section": "Especificación Técnica Consolidada del Lenguaje AVAP (LRM) > SECCIÓN I: Arquitectura, Memoria y Fundamentos Estructurales > 1.3 Asignación Dinámica y Referencias (addVar)", "start_line": 30, "end_line": 33, "content": "AVAP 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.", "metadata": {"complexity": 0}, "token_estimate": 201} +{"chunk_id": "5c30935931a47a71", "source_file": "docs/LRM/avap.md", "doc_type": "bnf", "block_type": "bnf", "section": "Especificación Técnica Consolidada del Lenguaje AVAP (LRM) > SECCIÓN I: Arquitectura, Memoria y Fundamentos Estructurales > Especificación BNF (Sección I)", "start_line": 37, "end_line": 80, "content": "```bnf\n ::= ( | )*\n ::= [ ] [ | ] \n | ( | ) \n ::= /* Retorno de carro / Salto de línea (\\n o \\r\\n) */\n\n ::= \n | \n | \n | \n | \n | \n | \n | \n | \n | \n | \n | \n | \n | \n\n ::= \"=\" \n\n/* Llamada a función global (sin receptor de objeto) */\n ::= \"(\" [] \")\"\n\n/* Llamada a método sobre un objeto conector (con receptor) */\n ::= \"=\" \".\" \"(\" [] \")\"\n\n ::= | \n ::= \"registerEndpoint(\" \",\" \",\" \",\" \",\" \",\" \")\"\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(\" \",\" \")\"\n ::= | | \"$\" \n/* Restricción semántica: al menos uno de los dos debe ser */\n\n ::= [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 ::= \"_status\"\n```", "metadata": {"uses_auth": true, "registers_endpoint": true, "complexity": 2}, "token_estimate": 511} +{"chunk_id": "d4d70d35c8ec7325", "source_file": "docs/LRM/avap.md", "doc_type": "spec", "block_type": "narrative", "section": "Especificación Técnica Consolidada del Lenguaje AVAP (LRM) > SECCIÓN I: Arquitectura, Memoria y Fundamentos Estructurales > Especificación BNF (Sección I)", "start_line": 81, "end_line": 81, "content": "---", "metadata": {"complexity": 0}, "token_estimate": 1} +{"chunk_id": "10944d208c9da6f4", "source_file": "docs/LRM/avap.md", "doc_type": "spec", "block_type": "narrative", "section": "Especificación Técnica Consolidada del Lenguaje AVAP (LRM) > SECCIÓN II: Gestión de Entrada y Salida (I/O)", "start_line": 85, "end_line": 85, "content": "Esta 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.", "metadata": {"complexity": 0}, "token_estimate": 79} +{"chunk_id": "c384770f48495e01", "source_file": "docs/LRM/avap.md", "doc_type": "spec", "block_type": "narrative", "section": "Especificación Técnica Consolidada del Lenguaje AVAP (LRM) > SECCIÓN II: Gestión de Entrada y Salida (I/O) > 2.1 Captura Inteligente de Parámetros (addParam)", "start_line": 89, "end_line": 89, "content": "El 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`.", "metadata": {"uses_auth": true, "complexity": 1}, "token_estimate": 72} +{"chunk_id": "89e708750d7aad10", "source_file": "docs/LRM/avap.md", "doc_type": "spec", "block_type": "narrative", "section": "Especificación Técnica Consolidada del Lenguaje AVAP (LRM) > SECCIÓN II: Gestión de Entrada y Salida (I/O) > 2.2 Validación y Colecciones (getListLen / getQueryParamList)", "start_line": 92, "end_line": 93, "content": "* **`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.", "metadata": {"uses_list": true, "complexity": 1}, "token_estimate": 84} +{"chunk_id": "6596e38ff8166537", "source_file": "docs/LRM/avap.md", "doc_type": "spec", "block_type": "narrative", "section": "Especificación Técnica Consolidada del Lenguaje AVAP (LRM) > SECCIÓN II: Gestión de Entrada y Salida (I/O) > 2.3 Construcción de Respuesta (addResult y _status)", "start_line": 96, "end_line": 96, "content": "El 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)`.", "metadata": {"uses_auth": true, "returns_result": true, "complexity": 2}, "token_estimate": 72} +{"chunk_id": "0c688f58b62acad3", "source_file": "docs/LRM/avap.md", "doc_type": "bnf", "block_type": "bnf", "section": "Especificación Técnica Consolidada del Lenguaje AVAP (LRM) > SECCIÓN II: Gestión de Entrada y Salida (I/O) > Especificación BNF (Sección II)", "start_line": 100, "end_line": 106, "content": "```bnf\n ::= | | | \n ::= \"addParam(\" \",\" \")\"\n ::= \"getListLen(\" \",\" \")\"\n ::= \"getQueryParamList(\" \",\" \")\"\n ::= \"addResult(\" \")\"\n```", "metadata": {"uses_auth": true, "uses_list": true, "returns_result": true, "complexity": 3}, "token_estimate": 112} +{"chunk_id": "a4e287325b9784bb", "source_file": "docs/LRM/avap.md", "doc_type": "spec", "block_type": "narrative", "section": "Especificación Técnica Consolidada del Lenguaje AVAP (LRM) > SECCIÓN II: Gestión de Entrada y Salida (I/O) > Especificación BNF (Sección II)", "start_line": 107, "end_line": 107, "content": "---", "metadata": {"complexity": 0}, "token_estimate": 1} +{"chunk_id": "08e0210bd8a6e9f5", "source_file": "docs/LRM/avap.md", "doc_type": "spec", "block_type": "narrative", "section": "Especificación Técnica Consolidada del Lenguaje AVAP (LRM) > SECCIÓN III: Lógica de Control y Estructuras de Decisión", "start_line": 111, "end_line": 111, "content": "AVAP utiliza una gramática estructural mixta. Combina la fluidez de las palabras clave para abrir bloques funcionales con la seguridad matemática de cierres estrictos.", "metadata": {"complexity": 0}, "token_estimate": 41} +{"chunk_id": "fd4ab34e1a2e1505", "source_file": "docs/LRM/avap.md", "doc_type": "spec", "block_type": "narrative", "section": "Especificación Técnica Consolidada del Lenguaje AVAP (LRM) > SECCIÓN III: Lógica de Control y Estructuras de Decisión > 3.1 El Bloque Condicional (if() / else() / end())", "start_line": 115, "end_line": 118, "content": "La 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 `.", "metadata": {"uses_conditional": true, "complexity": 1}, "token_estimate": 204} +{"chunk_id": "d4c168d7549463fa", "source_file": "docs/LRM/avap.md", "doc_type": "spec", "block_type": "narrative", "section": "Especificación Técnica Consolidada del Lenguaje AVAP (LRM) > SECCIÓN III: Lógica de Control y Estructuras de Decisión", "start_line": 121, "end_line": 121, "content": "AVAP utiliza una gramática estructural mixta. Combina la fluidez de las palabras clave para abrir bloques funcionales con la seguridad matemática de cierres estrictos.", "metadata": {"complexity": 0}, "token_estimate": 41} +{"chunk_id": "6a4ee7e79b875a95", "source_file": "docs/LRM/avap.md", "doc_type": "spec", "block_type": "narrative", "section": "Especificación Técnica Consolidada del Lenguaje AVAP (LRM) > SECCIÓN III: Lógica de Control y Estructuras de Decisión > 3.1 El Bloque Condicional (if() / else() / end())", "start_line": 125, "end_line": 133, "content": "El 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, \"<\")`", "metadata": {"uses_conditional": true, "complexity": 1}, "token_estimate": 253} +{"chunk_id": "3986628fd0bade4b", "source_file": "docs/LRM/avap.md", "doc_type": "spec", "block_type": "narrative", "section": "Especificación Técnica Consolidada del Lenguaje AVAP (LRM) > SECCIÓN III: Lógica de Control y Estructuras de Decisión > 3.1 El Bloque Condicional (if() / else() / end())", "start_line": 125, "end_line": 132, "content": "#### 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---", "metadata": {"uses_conditional": true, "complexity": 1}, "token_estimate": 168} +{"chunk_id": "fccb6c308f9b078a", "source_file": "docs/LRM/avap.md", "doc_type": "spec", "block_type": "table", "section": "Especificación Técnica Consolidada del Lenguaje AVAP (LRM) > SECCIÓN III: Lógica de Control y Estructuras de Decisión > Tabla de Validación para el Modelo", "start_line": 146, "end_line": 152, "content": "| 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 (`.`). |", "metadata": {"uses_conditional": true, "complexity": 1}, "token_estimate": 207} +{"chunk_id": "e55b937828573e96", "source_file": "docs/LRM/avap.md", "doc_type": "spec", "block_type": "narrative", "section": "Especificación Técnica Consolidada del Lenguaje AVAP (LRM) > SECCIÓN III: Lógica de Control y Estructuras de Decisión > 3.2 Iteraciones Estrictas y Deterministas (startLoop / endLoop)", "start_line": 155, "end_line": 158, "content": "Para 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()`.", "metadata": {"uses_loop": true, "complexity": 1}, "token_estimate": 83} +{"chunk_id": "44619b4a5d7c2a6a", "source_file": "docs/LRM/avap.md", "doc_type": "spec", "block_type": "narrative", "section": "Especificación Técnica Consolidada del Lenguaje AVAP (LRM) > SECCIÓN III: Lógica de Control y Estructuras de Decisión > 3.3 Gestión de Errores en Tiempo de Ejecución (try() / exception() / end())", "start_line": 161, "end_line": 162, "content": "Diseñada 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.", "metadata": {"uses_exception": true, "complexity": 1}, "token_estimate": 64} +{"chunk_id": "a66e1f02c3b2af0e", "source_file": "docs/LRM/avap.md", "doc_type": "bnf", "block_type": "bnf", "section": "Especificación Técnica Consolidada del Lenguaje AVAP (LRM) > SECCIÓN III: Lógica de Control y Estructuras de Decisión > Especificación BNF (Sección III)", "start_line": 166, "end_line": 197, "content": "```bnf\n ::= | | \n\n ::= \"if(\" \")\" \n \n [ \"else()\" ]\n \"end()\" \n\n ::= | \n\n ::= \"if\" \"(\" \",\" \",\" \")\"\n ::= \"if\" \"(\" \"None\" \",\" \"None\" \",\" \")\"\n\n ::= | \n ::= \"`\" \"`\"\n\n ::= [a-zA-Z_][a-zA-Z0-9_]*\n::= | \n/* Nota: NO incluye la palabra \"None\" */\n\n ::= \"startLoop(\" \",\" \",\" \")\" \n \n \"endLoop()\" \n\n ::= \"try()\" \n \n \"exception(\" \")\" \n \n \"end()\" \n\n ::= *\n```", "metadata": {"uses_error_handling": true, "uses_exception": true, "uses_loop": true, "uses_conditional": true, "complexity": 4}, "token_estimate": 309} +{"chunk_id": "f45e25a494182fc9", "source_file": "docs/LRM/avap.md", "doc_type": "spec", "block_type": "narrative", "section": "Especificación Técnica Consolidada del Lenguaje AVAP (LRM) > SECCIÓN III: Lógica de Control y Estructuras de Decisión > Especificación BNF (Sección III)", "start_line": 198, "end_line": 198, "content": "---", "metadata": {"complexity": 0}, "token_estimate": 1} +{"chunk_id": "11333d2fac62c3e9", "source_file": "docs/LRM/avap.md", "doc_type": "spec", "block_type": "narrative", "section": "Especificación Técnica Consolidada del Lenguaje AVAP (LRM) > SECCIÓN IV: Concurrencia y Asincronía", "start_line": 202, "end_line": 202, "content": "Implementa un sistema avanzado basado en hilos ligeros (gorutinas), permitiendo que el servidor procese operaciones de E/S largas sin bloquear el hilo principal.", "metadata": {"complexity": 0}, "token_estimate": 40} +{"chunk_id": "73dc6006bf8b2750", "source_file": "docs/LRM/avap.md", "doc_type": "spec", "block_type": "narrative", "section": "Especificación Técnica Consolidada del Lenguaje AVAP (LRM) > SECCIÓN IV: Concurrencia y Asincronía > 4.1 Comando Lanzador (go)", "start_line": 206, "end_line": 207, "content": "* **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.", "metadata": {"uses_async": true, "complexity": 1}, "token_estimate": 57} +{"chunk_id": "b084cc827e7ad592", "source_file": "docs/LRM/avap.md", "doc_type": "spec", "block_type": "narrative", "section": "Especificación Técnica Consolidada del Lenguaje AVAP (LRM) > SECCIÓN IV: Concurrencia y Asincronía > 4.2 Comando Sincronizador (gather)", "start_line": 210, "end_line": 211, "content": "* **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`.", "metadata": {"uses_async": true, "complexity": 1}, "token_estimate": 55} +{"chunk_id": "2fc32e3d5bbee77a", "source_file": "docs/LRM/avap.md", "doc_type": "bnf", "block_type": "bnf", "section": "Especificación Técnica Consolidada del Lenguaje AVAP (LRM) > SECCIÓN IV: Concurrencia y Asincronía > Especificación BNF (Sección IV)", "start_line": 215, "end_line": 219, "content": "```bnf\n ::= | \n ::= \"=\" \"go\" \"(\" [] \")\"\n ::= \"=\" \"gather(\" [\",\" ] \")\"\n```", "metadata": {"uses_async": true, "complexity": 1}, "token_estimate": 64} +{"chunk_id": "24ef7c6e72ea5272", "source_file": "docs/LRM/avap.md", "doc_type": "spec", "block_type": "narrative", "section": "Especificación Técnica Consolidada del Lenguaje AVAP (LRM) > SECCIÓN IV: Concurrencia y Asincronía > Especificación BNF (Sección IV)", "start_line": 220, "end_line": 220, "content": "---", "metadata": {"complexity": 0}, "token_estimate": 1} +{"chunk_id": "c548654ccca08295", "source_file": "docs/LRM/avap.md", "doc_type": "spec", "block_type": "narrative", "section": "Especificación Técnica Consolidada del Lenguaje AVAP (LRM) > SECCIÓN V: Conectores de Terceros, Peticiones HTTP y ORM Nativo", "start_line": 224, "end_line": 224, "content": "Agrupa todas las capacidades de interconexión hacia el exterior, permitiendo consumir integraciones de terceros, APIs externas y administrar bases de datos relacionales sin drivers adicionales.", "metadata": {"complexity": 0}, "token_estimate": 42} +{"chunk_id": "89758e089ae5eeae", "source_file": "docs/LRM/avap.md", "doc_type": "spec", "block_type": "narrative", "section": "Especificación Técnica Consolidada del Lenguaje AVAP (LRM) > SECCIÓN V: Conectores de Terceros, Peticiones HTTP y ORM Nativo > 5.1 Conectores de Terceros (avapConnector)", "start_line": 228, "end_line": 230, "content": "`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:**", "metadata": {"complexity": 0}, "token_estimate": 88} +{"chunk_id": "3def8aeea87256a1", "source_file": "docs/LRM/avap.md", "doc_type": "code_example", "block_type": "avap", "section": "Especificación Técnica Consolidada del Lenguaje AVAP (LRM) > SECCIÓN V: Conectores de Terceros, Peticiones HTTP y ORM Nativo > 5.1 Conectores de Terceros (avapConnector)", "start_line": 232, "end_line": 242, "content": "```avap\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)\n```", "metadata": {"uses_connector": true, "returns_result": true, "complexity": 2}, "token_estimate": 106} +{"chunk_id": "44548bb3d2f94cc2", "source_file": "docs/LRM/avap.md", "doc_type": "spec", "block_type": "narrative", "section": "Especificación Técnica Consolidada del Lenguaje AVAP (LRM) > SECCIÓN V: Conectores de Terceros, Peticiones HTTP y ORM Nativo > 5.2 Cliente HTTP Externo (RequestPost / RequestGet)", "start_line": 245, "end_line": 248, "content": "Para 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.", "metadata": {"uses_http": true, "complexity": 1}, "token_estimate": 104} +{"chunk_id": "90c517b760b54c04", "source_file": "docs/LRM/avap.md", "doc_type": "spec", "block_type": "narrative", "section": "Especificación Técnica Consolidada del Lenguaje AVAP (LRM) > SECCIÓN V: Conectores de Terceros, Peticiones HTTP y ORM Nativo > 5.3 Conector de Bases de Datos y ORM", "start_line": 252, "end_line": 261, "content": "AVAP 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---", "metadata": {"uses_orm": true, "uses_connector": true, "complexity": 2}, "token_estimate": 266} +{"chunk_id": "8bf39cab443ec928", "source_file": "docs/LRM/avap.md", "doc_type": "bnf", "block_type": "bnf", "section": "Especificación Técnica Consolidada del Lenguaje AVAP (LRM) > SECCIÓN V: Conectores de Terceros, Peticiones HTTP y ORM Nativo > Especificación BNF (Sección V)", "start_line": 268, "end_line": 294, "content": "```bnf\n/* Instanciación de conector de terceros y llamada a sus métodos dinámicos */\n ::= | \n ::= \"=\" \"avapConnector(\" \")\"\n ::= [ \"=\" ] \".\" \"(\" [] \")\"\n\n/* Cliente HTTP con Timeout Obligatorio */\n ::= | \n ::= \"RequestPost(\" \",\" \",\" \",\" \",\" \",\" \")\"\n ::= \"RequestGet(\" \",\" \",\" \",\" \",\" \")\"\n\n/* ORM y Persistencia (Estandarizado con tableName) */\n ::= | | | | | \n ::= \"ormDirect(\" \",\" \")\"\n ::= \"ormCheckTable(\" \",\" \")\"\n ::= \"ormCreateTable(\" \",\" \",\" \",\" \")\"\n\n/* ormAccessSelect(fields, tableName, selector, varTarget) */\n ::= \"ormAccessSelect(\" \",\" \",\" [] \",\" \")\"\n ::= \"*\" | \n\n/* ormAccessInsert(fieldsValues, tableName, varTarget) */\n ::= \"ormAccessInsert(\" \",\" \",\" \")\"\n\n/* ormAccessUpdate(fields, fieldsValues, tableName, selector, varTarget) */\n ::= \"ormAccessUpdate(\" \",\" \",\" \",\" \",\" \")\"\n```", "metadata": {"uses_orm": true, "uses_http": true, "uses_connector": true, "complexity": 3}, "token_estimate": 438} +{"chunk_id": "1ee459cf710ed983", "source_file": "docs/LRM/avap.md", "doc_type": "spec", "block_type": "narrative", "section": "Especificación Técnica Consolidada del Lenguaje AVAP (LRM) > SECCIÓN V: Conectores de Terceros, Peticiones HTTP y ORM Nativo > Especificación BNF (Sección V)", "start_line": 295, "end_line": 297, "content": "> **Nota de implementación:** `` se distingue de `` (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---", "metadata": {"complexity": 0}, "token_estimate": 93} +{"chunk_id": "9c36aa500a211a01", "source_file": "docs/LRM/avap.md", "doc_type": "spec", "block_type": "narrative", "section": "SECCIÓN VI: Utilidades, Criptografía y Manipulación de Datos", "start_line": 301, "end_line": 303, "content": "AVAP incluye un set de comandos integrados de alto nivel para manipular tipos complejos (JSON y Listas), tiempos, textos y generar hashes.\n\n---", "metadata": {"complexity": 0}, "token_estimate": 38} +{"chunk_id": "21d7c45e60d98b82", "source_file": "docs/LRM/avap.md", "doc_type": "spec", "block_type": "narrative", "section": "SECCIÓN VI: Utilidades, Criptografía y Manipulación de Datos > 6.1 Manipulación Nativa de Listas y Objetos JSON", "start_line": 307, "end_line": 319, "content": "Para 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:**", "metadata": {"uses_json": true, "uses_list": true, "complexity": 2}, "token_estimate": 384} +{"chunk_id": "dc9304e8db408667", "source_file": "docs/LRM/avap.md", "doc_type": "code_example", "block_type": "avap", "section": "SECCIÓN VI: Utilidades, Criptografía y Manipulación de Datos > 6.1 Manipulación Nativa de Listas y Objetos JSON", "start_line": 322, "end_line": 333, "content": "```avap\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}\n```", "metadata": {"uses_list": true, "complexity": 1}, "token_estimate": 75} +{"chunk_id": "2e1419c19ee90275", "source_file": "docs/LRM/avap.md", "doc_type": "spec", "block_type": "narrative", "section": "SECCIÓN VI: Utilidades, Criptografía y Manipulación de Datos > 6.1 Manipulación Nativa de Listas y Objetos JSON", "start_line": 334, "end_line": 334, "content": "---", "metadata": {"complexity": 0}, "token_estimate": 1} +{"chunk_id": "356328fd14d2cb9c", "source_file": "docs/LRM/avap.md", "doc_type": "spec", "block_type": "narrative", "section": "SECCIÓN VI: Utilidades, Criptografía y Manipulación de Datos > 6.2 Criptografía y Expresiones Regulares", "start_line": 338, "end_line": 342, "content": "* **`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---", "metadata": {"uses_crypto": true, "uses_regex": true, "uses_string_ops": true, "complexity": 3}, "token_estimate": 166} +{"chunk_id": "e30e00ffbad9299e", "source_file": "docs/LRM/avap.md", "doc_type": "spec", "block_type": "narrative", "section": "SECCIÓN VI: Utilidades, Criptografía y Manipulación de Datos > 6.3 Transformación de Tiempo y Cadenas > Fechas y Timestamps", "start_line": 348, "end_line": 348, "content": "AVAP 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):", "metadata": {"complexity": 0}, "token_estimate": 69} +{"chunk_id": "418ad7a6e4e5f85d", "source_file": "docs/LRM/avap.md", "doc_type": "spec", "block_type": "table", "section": "SECCIÓN VI: Utilidades, Criptografía y Manipulación de Datos > 6.3 Transformación de Tiempo y Cadenas > Fechas y Timestamps", "start_line": 351, "end_line": 355, "content": "| 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 |", "metadata": {"uses_datetime": true, "complexity": 1}, "token_estimate": 93} +{"chunk_id": "069dfe5b704bb29f", "source_file": "docs/LRM/avap.md", "doc_type": "spec", "block_type": "narrative", "section": "SECCIÓN VI: Utilidades, Criptografía y Manipulación de Datos > 6.3 Transformación de Tiempo y Cadenas > Fechas y Timestamps", "start_line": 356, "end_line": 360, "content": "* **`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.", "metadata": {"uses_datetime": true, "complexity": 1}, "token_estimate": 179} +{"chunk_id": "70aeed6f69fdb183", "source_file": "docs/LRM/avap.md", "doc_type": "spec", "block_type": "narrative", "section": "SECCIÓN VI: Utilidades, Criptografía y Manipulación de Datos > 6.3 Transformación de Tiempo y Cadenas > Cadenas de Texto", "start_line": 364, "end_line": 368, "content": "* **`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---", "metadata": {"uses_string_ops": true, "complexity": 1}, "token_estimate": 155} +{"chunk_id": "8f8da55cbe6dd59d", "source_file": "docs/LRM/avap.md", "doc_type": "bnf", "block_type": "bnf", "section": "SECCIÓN VI: Utilidades, Criptografía y Manipulación de Datos > BNF — Gramática Formal de los Comandos de Utilidad", "start_line": 373, "end_line": 407, "content": "```bnf\n ::= | | \n | | | | \n\n/* Manipulación de listas y JSON */\n ::= \"variableToList(\" \",\" \")\"\n | \"itemFromList(\" \",\" \",\" \")\"\n | \"getListLen(\" \",\" \")\"\n | \"variableFromJSON(\" \",\" \",\" \")\"\n | \"AddVariableToJSON(\" \",\" \",\" \")\"\n\n/* Criptografía */\n ::= \"encodeSHA256(\" \",\" \")\"\n | \"encodeMD5(\" \",\" \")\"\n\n/* Expresiones regulares */\n ::= \"getRegex(\" \",\" \",\" \")\"\n\n/* Fecha/hora actual -> string */\n ::= \"getDateTime(\" \",\" \",\" \",\" \")\"\n/* Argumentos: formato_salida, timedelta, zona_horaria, destino */\n\n/* Conversiones epoch ↔ string */\n ::= \"stampToDatetime(\" \",\" \",\" \",\" \")\"\n/* Argumentos: epoch_origen, formato, timedelta, destino */\n | \"getTimeStamp(\" \",\" \",\" \",\" \")\"\n/* Argumentos: fecha_string, formato_entrada, timedelta, destino */\n\n/* Cadenas */\n ::= \"randomString(\" \",\" \",\" \")\"\n/* Argumentos: patron, longitud, destino */\n\n ::= \"replace(\" \",\" \",\" \",\" \")\"\n/* Argumentos: origen, patron_busqueda, reemplazo, destino */\n```", "metadata": {"uses_crypto": true, "uses_json": true, "uses_list": true, "uses_regex": true, "uses_datetime": true, "uses_string_ops": true, "complexity": 6}, "token_estimate": 443} +{"chunk_id": "5078f0064048ccc0", "source_file": "docs/LRM/avap.md", "doc_type": "spec", "block_type": "narrative", "section": "SECCIÓN VI: Utilidades, Criptografía y Manipulación de Datos > BNF — Gramática Formal de los Comandos de Utilidad", "start_line": 408, "end_line": 408, "content": "---", "metadata": {"complexity": 0}, "token_estimate": 1} +{"chunk_id": "c6d44dfa4f20d4ba", "source_file": "docs/LRM/avap.md", "doc_type": "spec", "block_type": "narrative", "section": "SECCIÓN VI: Utilidades, Criptografía y Manipulación de Datos > SECCIÓN VII: Arquitectura de Funciones y Ámbitos (Scopes)", "start_line": 413, "end_line": 414, "content": "Las 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.", "metadata": {"complexity": 0}, "token_estimate": 87} +{"chunk_id": "3eeaf5913a0be091", "source_file": "docs/LRM/avap.md", "doc_type": "bnf", "block_type": "bnf", "section": "SECCIÓN VI: Utilidades, Criptografía y Manipulación de Datos > SECCIÓN VII: Arquitectura de Funciones y Ámbitos (Scopes) > Especificación BNF (Sección VII)", "start_line": 419, "end_line": 429, "content": "```bnf\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\" \"(\" [] \")\" \"{\" \n \n \"}\" \n ::= (\",\" )*\n ::= \"return(\" [] \")\"\n```", "metadata": {"complexity": 0}, "token_estimate": 158} +{"chunk_id": "2ae6d85e96f6ed3d", "source_file": "docs/LRM/avap.md", "doc_type": "spec", "block_type": "narrative", "section": "SECCIÓN VI: Utilidades, Criptografía y Manipulación de Datos > SECCIÓN VII: Arquitectura de Funciones y Ámbitos (Scopes) > Especificación BNF (Sección VII)", "start_line": 430, "end_line": 430, "content": "---", "metadata": {"complexity": 0}, "token_estimate": 1} +{"chunk_id": "a21981b11b385a44", "source_file": "docs/LRM/avap.md", "doc_type": "spec", "block_type": "narrative", "section": "SECCIÓN VI: Utilidades, Criptografía y Manipulación de Datos > SECCIÓN VIII: Modularidad e Inclusiones", "start_line": 434, "end_line": 435, "content": "* **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 `) para nativas, comillas (`import \"mis_utils\"`) para locales.", "metadata": {"complexity": 0}, "token_estimate": 79} +{"chunk_id": "1cb62ad40dde6e03", "source_file": "docs/LRM/avap.md", "doc_type": "bnf", "block_type": "bnf", "section": "SECCIÓN VI: Utilidades, Criptografía y Manipulación de Datos > SECCIÓN VIII: Modularidad e Inclusiones > Especificación BNF (Sección VIII)", "start_line": 440, "end_line": 444, "content": "```bnf\n ::= | \n ::= \"include\" \" \" \n ::= \"import\" \" \" ( \"<\" \">\" | )\n```", "metadata": {"complexity": 0}, "token_estimate": 60} +{"chunk_id": "7598ddfe0e0fb968", "source_file": "docs/LRM/avap.md", "doc_type": "spec", "block_type": "narrative", "section": "SECCIÓN VI: Utilidades, Criptografía y Manipulación de Datos > SECCIÓN VIII: Modularidad e Inclusiones > Especificación BNF (Sección VIII)", "start_line": 445, "end_line": 445, "content": "---", "metadata": {"complexity": 0}, "token_estimate": 1} +{"chunk_id": "8353b49d77752023", "source_file": "docs/LRM/avap.md", "doc_type": "spec", "block_type": "narrative", "section": "SECCIÓN VI: Utilidades, Criptografía y Manipulación de Datos > SECCIÓN IX: Expresiones y Gramática Léxica Estricta", "start_line": 449, "end_line": 449, "content": "Esta sección es el corazón matemático evaluador de AVAP. Define la jerarquía exacta (Precedencia) y provee soporte nativo para características avanzadas similares a Python.", "metadata": {"complexity": 0}, "token_estimate": 45} +{"chunk_id": "3ef2bf52da198594", "source_file": "docs/LRM/avap.md", "doc_type": "spec", "block_type": "narrative", "section": "SECCIÓN VI: Utilidades, Criptografía y Manipulación de Datos > SECCIÓN IX: Expresiones y Gramática Léxica Estricta > 9.1 Cast de Tipos Explícito", "start_line": 453, "end_line": 453, "content": "AVAP 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)`.", "metadata": {"complexity": 0}, "token_estimate": 49} +{"chunk_id": "d64846e65a09ba05", "source_file": "docs/LRM/avap.md", "doc_type": "spec", "block_type": "narrative", "section": "SECCIÓN VI: Utilidades, Criptografía y Manipulación de Datos > SECCIÓN IX: Expresiones y Gramática Léxica Estricta > 9.2 Slicing y Comprensiones (Comprehensions)", "start_line": 456, "end_line": 457, "content": "* **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]`).", "metadata": {"complexity": 0}, "token_estimate": 115} +{"chunk_id": "ef984b8dd1da3bf5", "source_file": "docs/LRM/avap.md", "doc_type": "spec", "block_type": "narrative", "section": "SECCIÓN VI: Utilidades, Criptografía y Manipulación de Datos > SECCIÓN IX: Expresiones y Gramática Léxica Estricta > 9.3 Análisis Léxico (Lexer) y Documentación", "start_line": 460, "end_line": 463, "content": "AVAP 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.", "metadata": {"complexity": 0}, "token_estimate": 114} +{"chunk_id": "d9dcbc4914a55b0e", "source_file": "docs/LRM/avap.md", "doc_type": "bnf", "block_type": "bnf", "section": "SECCIÓN VI: Utilidades, Criptografía y Manipulación de Datos > SECCIÓN IX: Expresiones y Gramática Léxica Estricta > Especificación BNF (Sección IX)", "start_line": 467, "end_line": 530, "content": "```bnf\n/* Jerarquía de Expresiones (Precedencia de menor a mayor) */\n ::= \n ::= ( \"or\" )*\n ::= ( \"and\" )*\n ::= \"not\" | \n\n ::= ( )*\n ::= \"==\" | \"!=\" | \"<\" | \">\" | \"<=\" | \">=\" | \"in\" | \"is\"\n\n ::= ( ( \"+\" | \"-\" ) )*\n ::= ( ( \"*\" | \"/\" | \"%\" ) )*\n ::= ( \"+\" | \"-\" ) | \n ::= [ \"**\" ]\n\n/* Primarios y Átomos (Accesos, Castings, Slicing, Métodos y Funciones)\n La regla cubre también el acceso a métodos de objetos conector\n (conector.metodo(...)) y el acceso por clave a sus resultados (resultado[\"key\"]) */\n ::= \n | \".\" \n | \"[\" \"]\"\n | \"[\" [] \":\" [] [\":\" []] \"]\"\n | \"(\" [] \")\"\n\n ::= \n | \"$\" \n | \n | \"(\" \")\"\n | \n | \n\n/* Estructuras de Datos, Comprensiones y Argumentos */\n ::= \"[\" [] \"]\"\n | \"[\" \"for\" \"in\" [] \"]\"\n ::= \"if\" \n ::= \"{\" [] \"}\"\n ::= ( \",\" )*\n ::= \":\" \n ::= ( \",\" )*\n\n/* Tipo numérico unificado */\n ::= | \n\n/* Literales (Tipos de Datos Primitivos Soportados) */\n ::= | | | \"None\"\n ::= \"True\" | \"False\"\n ::= [0-9]+\n ::= [0-9]+ \".\" [0-9]* | \".\" [0-9]+\n\n/* Cadenas de Texto con soporte de secuencias de escape */\n ::= \"\\\"\" \"\\\"\" | \"'\" \"'\"\n ::= \"\\\\\" ( \"\\\"\" | \"'\" | \"\\\\\" | \"n\" | \"t\" | \"r\" | \"0\" )\n ::= ( [^\"\\\\] | )*\n ::= ( [^'\\\\] | )*\n ::= | \n\n/* Reglas de Comentarios para el Lexer\n El lexer aplica longest-match: /// debe evaluarse ANTES que // */\n ::= \"///\" \n ::= \"//\" \n ::= \"/*\" \"*/\"\n ::= [^\\r\\n]*\n ::= /* Cualquier secuencia de caracteres que no contenga la subcadena \"*/\" */\n```", "metadata": {"complexity": 0}, "token_estimate": 833} +{"chunk_id": "1a283ddb2d395d2e", "source_file": "docs/LRM/avap.md", "doc_type": "spec", "block_type": "narrative", "section": "APÉNDICE X: Especificación Léxica de AVAP", "start_line": 533, "end_line": 538, "content": "Este 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---", "metadata": {"complexity": 0}, "token_estimate": 109} +{"chunk_id": "0433456477979413", "source_file": "docs/LRM/avap.md", "doc_type": "spec", "block_type": "narrative", "section": "X.1 Espacios en blanco y separadores", "start_line": 542, "end_line": 542, "content": "Los siguientes caracteres se ignoran excepto cuando forman parte de literales o comentarios.", "metadata": {"complexity": 0}, "token_estimate": 18} +{"chunk_id": "355934ebd06425c5", "source_file": "docs/LRM/avap.md", "doc_type": "code_example", "block_type": "regex", "section": "X.1 Espacios en blanco y separadores", "start_line": 545, "end_line": 548, "content": "```regex\nWHITESPACE ::= [ \\t]+\nEOL ::= \\r\\n | \\n | \\r\n```", "metadata": {"complexity": 0}, "token_estimate": 28} +{"chunk_id": "bad9116e87d54385", "source_file": "docs/LRM/avap.md", "doc_type": "spec", "block_type": "narrative", "section": "X.1 Espacios en blanco y separadores", "start_line": 549, "end_line": 555, "content": "Reglas:\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---", "metadata": {"complexity": 0}, "token_estimate": 68} +{"chunk_id": "070a7e4aa025eee8", "source_file": "docs/LRM/avap.md", "doc_type": "spec", "block_type": "narrative", "section": "X.2 Comentarios", "start_line": 559, "end_line": 559, "content": "AVAP soporta tres tipos de comentarios. El lexer aplica longest-match, por lo que `///` debe reconocerse **antes** que `//`.", "metadata": {"complexity": 0}, "token_estimate": 34} +{"chunk_id": "3c0f88dc459e1aa4", "source_file": "docs/LRM/avap.md", "doc_type": "code_example", "block_type": "regex", "section": "X.2 Comentarios > Comentario de documentación (mayor prioridad)", "start_line": 564, "end_line": 566, "content": "```regex\nDOC_COMMENT ::= \"///\"[^\\r\\n]*\n```", "metadata": {"complexity": 0}, "token_estimate": 15} +{"chunk_id": "a4cd287486836c9e", "source_file": "docs/LRM/avap.md", "doc_type": "spec", "block_type": "narrative", "section": "X.2 Comentarios > Comentario de documentación (mayor prioridad)", "start_line": 567, "end_line": 569, "content": "Se utiliza para generar documentación automática o anotaciones de herramientas.\n\nEjemplo:", "metadata": {"complexity": 0}, "token_estimate": 20} +{"chunk_id": "80c6a5349e60c83e", "source_file": "docs/LRM/avap.md", "doc_type": "code_example", "block_type": "avap", "section": "X.2 Comentarios > Comentario de documentación (mayor prioridad)", "start_line": 572, "end_line": 574, "content": "```avap\n/// obtiene el balance del usuario\n```", "metadata": {"complexity": 0}, "token_estimate": 13} +{"chunk_id": "776c768c99132368", "source_file": "docs/LRM/avap.md", "doc_type": "spec", "block_type": "narrative", "section": "X.2 Comentarios > Comentario de documentación (mayor prioridad)", "start_line": 575, "end_line": 575, "content": "---", "metadata": {"complexity": 0}, "token_estimate": 1} +{"chunk_id": "c8c98ea294c04cd2", "source_file": "docs/LRM/avap.md", "doc_type": "code_example", "block_type": "regex", "section": "X.2 Comentarios > Comentario de línea", "start_line": 580, "end_line": 582, "content": "```regex\nLINE_COMMENT ::= \"//\"[^\\r\\n]*\n```", "metadata": {"complexity": 0}, "token_estimate": 14} +{"chunk_id": "0d33a6ce642cacc9", "source_file": "docs/LRM/avap.md", "doc_type": "spec", "block_type": "narrative", "section": "X.2 Comentarios > Comentario de línea", "start_line": 583, "end_line": 583, "content": "Ejemplo:", "metadata": {"complexity": 0}, "token_estimate": 4} +{"chunk_id": "a758685e1a878d59", "source_file": "docs/LRM/avap.md", "doc_type": "code_example", "block_type": "avap", "section": "X.2 Comentarios > Comentario de línea", "start_line": 586, "end_line": 588, "content": "```avap\n// comentario\n```", "metadata": {"complexity": 0}, "token_estimate": 8} +{"chunk_id": "3b04f22536af08a3", "source_file": "docs/LRM/avap.md", "doc_type": "spec", "block_type": "narrative", "section": "X.2 Comentarios > Comentario de línea", "start_line": 589, "end_line": 591, "content": "El texto se ignora hasta el final de la línea.\n\n---", "metadata": {"complexity": 0}, "token_estimate": 13} +{"chunk_id": "06917fa36b322f7b", "source_file": "docs/LRM/avap.md", "doc_type": "code_example", "block_type": "regex", "section": "X.2 Comentarios > Comentario de bloque", "start_line": 596, "end_line": 598, "content": "```regex\nBLOCK_COMMENT ::= \"/*\" .*? \"*/\"\n```", "metadata": {"complexity": 0}, "token_estimate": 15} +{"chunk_id": "7e664fbf890d19ec", "source_file": "docs/LRM/avap.md", "doc_type": "spec", "block_type": "narrative", "section": "X.2 Comentarios > Comentario de bloque", "start_line": 599, "end_line": 601, "content": "Puede abarcar múltiples líneas.\n\nEjemplo:", "metadata": {"complexity": 0}, "token_estimate": 15} +{"chunk_id": "97f6d11951708550", "source_file": "docs/LRM/avap.md", "doc_type": "code_example", "block_type": "avap", "section": "X.2 Comentarios > Comentario de bloque", "start_line": 604, "end_line": 607, "content": "```avap\n/* comentario\n multilinea */\n```", "metadata": {"complexity": 0}, "token_estimate": 12} +{"chunk_id": "f236aa7aac04dcdf", "source_file": "docs/LRM/avap.md", "doc_type": "spec", "block_type": "narrative", "section": "X.2 Comentarios > Comentario de bloque", "start_line": 608, "end_line": 608, "content": "---", "metadata": {"complexity": 0}, "token_estimate": 1} +{"chunk_id": "96797fa8cdcb0bb8", "source_file": "docs/LRM/avap.md", "doc_type": "spec", "block_type": "narrative", "section": "X.3 Identificadores", "start_line": 612, "end_line": 612, "content": "Los identificadores representan nombres de variables, funciones o parámetros.", "metadata": {"complexity": 0}, "token_estimate": 16} +{"chunk_id": "f08450f4b076af96", "source_file": "docs/LRM/avap.md", "doc_type": "code_example", "block_type": "regex", "section": "X.3 Identificadores", "start_line": 615, "end_line": 617, "content": "```regex\nIDENTIFIER ::= [a-zA-Z_][a-zA-Z0-9_]*\n```", "metadata": {"complexity": 0}, "token_estimate": 21} +{"chunk_id": "137d14d78249e4bc", "source_file": "docs/LRM/avap.md", "doc_type": "spec", "block_type": "narrative", "section": "X.3 Identificadores", "start_line": 618, "end_line": 627, "content": "Ejemplos válidos:\n\n```\nx\nuser_id\nbalanceTotal\n_connector\n```\n\n---", "metadata": {"complexity": 0}, "token_estimate": 22} +{"chunk_id": "ce83cd4dd8d3f82c", "source_file": "docs/LRM/avap.md", "doc_type": "spec", "block_type": "narrative", "section": "X.4 Palabras reservadas", "start_line": 631, "end_line": 631, "content": "Las siguientes palabras están reservadas y **no pueden utilizarse como identificadores**.", "metadata": {"complexity": 0}, "token_estimate": 18} +{"chunk_id": "f638422514566af0", "source_file": "docs/LRM/avap.md", "doc_type": "spec", "block_type": "narrative", "section": "X.4 Palabras reservadas > Control de flujo", "start_line": 635, "end_line": 644, "content": "```\nif\nelse\nend\nstartLoop\nendLoop\ntry\nexception\nreturn\n```", "metadata": {"complexity": 0}, "token_estimate": 21} +{"chunk_id": "0f324b0730ebd2e2", "source_file": "docs/LRM/avap.md", "doc_type": "spec", "block_type": "narrative", "section": "X.4 Palabras reservadas > Declaración de funciones", "start_line": 648, "end_line": 650, "content": "```\nfunction\n```", "metadata": {"complexity": 0}, "token_estimate": 5} +{"chunk_id": "38b7f5fa2fed4953", "source_file": "docs/LRM/avap.md", "doc_type": "spec", "block_type": "narrative", "section": "X.4 Palabras reservadas > Concurrencia", "start_line": 654, "end_line": 657, "content": "```\ngo\ngather\n```", "metadata": {"complexity": 0}, "token_estimate": 7} +{"chunk_id": "007c79f8edd33043", "source_file": "docs/LRM/avap.md", "doc_type": "spec", "block_type": "narrative", "section": "X.4 Palabras reservadas > Modularidad", "start_line": 661, "end_line": 664, "content": "```\ninclude\nimport\n```", "metadata": {"complexity": 0}, "token_estimate": 7} +{"chunk_id": "6098165b41db2735", "source_file": "docs/LRM/avap.md", "doc_type": "spec", "block_type": "narrative", "section": "X.4 Palabras reservadas > Operadores lógicos", "start_line": 668, "end_line": 674, "content": "```\nand\nor\nnot\nin\nis\n```", "metadata": {"complexity": 0}, "token_estimate": 13} +{"chunk_id": "404ac961095eb856", "source_file": "docs/LRM/avap.md", "doc_type": "spec", "block_type": "narrative", "section": "X.4 Palabras reservadas > Literales", "start_line": 678, "end_line": 684, "content": "```\nTrue\nFalse\nNone\n```\n\n---", "metadata": {"complexity": 0}, "token_estimate": 11} +{"chunk_id": "2b042127c6d731cc", "source_file": "docs/LRM/avap.md", "doc_type": "spec", "block_type": "narrative", "section": "X.5 Operadores > Asignación", "start_line": 690, "end_line": 700, "content": "```\n=\n```\n\nToken:\n\n```\nASSIGN\n```\n\n---", "metadata": {"complexity": 0}, "token_estimate": 15} +{"chunk_id": "f204bc217eef6166", "source_file": "docs/LRM/avap.md", "doc_type": "spec", "block_type": "narrative", "section": "X.5 Operadores > Operadores aritméticos", "start_line": 704, "end_line": 728, "content": "```\n+\n-\n*\n/\n%\n**\n```\n\nTokens:\n\n```\nPLUS\nMINUS\nMULT\nDIV\nMOD\nPOWER\n```\n\nRegla importante:\n\n`**` debe evaluarse antes que `*` por la regla de **máxima coincidencia**.\n\n---", "metadata": {"complexity": 0}, "token_estimate": 59} +{"chunk_id": "8e87cc07f2c5bb83", "source_file": "docs/LRM/avap.md", "doc_type": "spec", "block_type": "narrative", "section": "X.5 Operadores > Operadores de comparación", "start_line": 732, "end_line": 752, "content": "```\n==\n!=\n<\n>\n<=\n>=\n```\n\nTokens:\n\n```\nEQ\nNEQ\nLT\nGT\nLTE\nGTE\n```\n\n---", "metadata": {"complexity": 0}, "token_estimate": 34} +{"chunk_id": "0ad578582af128e3", "source_file": "docs/LRM/avap.md", "doc_type": "spec", "block_type": "narrative", "section": "X.5 Operadores > Operadores lógicos", "start_line": 756, "end_line": 770, "content": "```\nand\nor\nnot\n```\n\nTokens:\n\n```\nAND\nOR\nNOT\n```\n\n---", "metadata": {"complexity": 0}, "token_estimate": 23} +{"chunk_id": "02aad017b7cc9694", "source_file": "docs/LRM/avap.md", "doc_type": "spec", "block_type": "narrative", "section": "X.6 Delimitadores", "start_line": 774, "end_line": 802, "content": "Los siguientes símbolos delimitan estructuras sintácticas.\n\n```\n(\n)\n[\n]\n{\n}\n,\n.\n:\n```\n\nTokens:\n\n```\nLPAREN\nRPAREN\nLBRACKET\nRBRACKET\nLBRACE\nRBRACE\nCOMMA\nDOT\nCOLON\n```\n\n---", "metadata": {"complexity": 0}, "token_estimate": 66} +{"chunk_id": "03adc6e15a7f8f56", "source_file": "docs/LRM/avap.md", "doc_type": "code_example", "block_type": "regex", "section": "X.7 Literales > Enteros", "start_line": 809, "end_line": 811, "content": "```regex\nINTEGER ::= [0-9]+\n```", "metadata": {"complexity": 0}, "token_estimate": 12} +{"chunk_id": "858115e1f34bbc73", "source_file": "docs/LRM/avap.md", "doc_type": "spec", "block_type": "narrative", "section": "X.7 Literales > Enteros", "start_line": 812, "end_line": 820, "content": "Ejemplos:\n\n```\n0\n10\n999\n```\n\n---", "metadata": {"complexity": 0}, "token_estimate": 16} +{"chunk_id": "e210af93c0bf4759", "source_file": "docs/LRM/avap.md", "doc_type": "code_example", "block_type": "regex", "section": "X.7 Literales > Números flotantes", "start_line": 825, "end_line": 827, "content": "```regex\nFLOAT ::= [0-9]+\\.[0-9]* | \\.[0-9]+\n```", "metadata": {"complexity": 0}, "token_estimate": 24} +{"chunk_id": "d1d45c84ab2c0471", "source_file": "docs/LRM/avap.md", "doc_type": "spec", "block_type": "narrative", "section": "X.7 Literales > Números flotantes", "start_line": 828, "end_line": 836, "content": "Ejemplos:\n\n```\n1.0\n3.14\n.5\n```\n\n---", "metadata": {"complexity": 0}, "token_estimate": 21} +{"chunk_id": "9dff5c20b868241b", "source_file": "docs/LRM/avap.md", "doc_type": "spec", "block_type": "narrative", "section": "X.7 Literales > Strings", "start_line": 840, "end_line": 840, "content": "AVAP soporta cadenas con comillas simples y dobles, con soporte de secuencias de escape.", "metadata": {"complexity": 0}, "token_estimate": 25} +{"chunk_id": "15a41be430604349", "source_file": "docs/LRM/avap.md", "doc_type": "code_example", "block_type": "regex", "section": "X.7 Literales > Strings", "start_line": 843, "end_line": 847, "content": "```regex\nSTRING_DOUBLE ::= \"\\\"\" ( [^\"\\\\] | ESCAPE_SEQ )* \"\\\"\"\nSTRING_SINGLE ::= \"'\" ( [^'\\\\] | ESCAPE_SEQ )* \"'\"\nESCAPE_SEQ ::= \"\\\\\" ( '\"' | \"'\" | \"\\\\\" | \"n\" | \"t\" | \"r\" | \"0\" )\n```", "metadata": {"complexity": 0}, "token_estimate": 67} +{"chunk_id": "d61fe050c059539b", "source_file": "docs/LRM/avap.md", "doc_type": "spec", "block_type": "narrative", "section": "X.7 Literales > Strings", "start_line": 848, "end_line": 856, "content": "Ejemplos:\n\n```\n\"hola\"\n'texto'\n\"https://api.com\"\n```\n\nSecuencias de escape soportadas:", "metadata": {"complexity": 0}, "token_estimate": 30} +{"chunk_id": "4322d659ed25b08a", "source_file": "docs/LRM/avap.md", "doc_type": "spec", "block_type": "table", "section": "X.7 Literales > Strings", "start_line": 859, "end_line": 867, "content": "| 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 |", "metadata": {"complexity": 0}, "token_estimate": 97} +{"chunk_id": "09cd03196dee4905", "source_file": "docs/LRM/avap.md", "doc_type": "spec", "block_type": "narrative", "section": "X.7 Literales > Strings", "start_line": 868, "end_line": 870, "content": "> **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---", "metadata": {"complexity": 0}, "token_estimate": 40} +{"chunk_id": "89862fa1c7d6fa31", "source_file": "docs/LRM/avap.md", "doc_type": "spec", "block_type": "narrative", "section": "X.8 Literales booleanos", "start_line": 874, "end_line": 881, "content": "Tokens:\n\n```\nTrue\nFalse\n```\n\n---", "metadata": {"complexity": 0}, "token_estimate": 11} +{"chunk_id": "a1d6aee149860bef", "source_file": "docs/LRM/avap.md", "doc_type": "spec", "block_type": "narrative", "section": "X.9 Literal nulo", "start_line": 885, "end_line": 891, "content": "Token:\n\n```\nNone\n```\n\n---", "metadata": {"complexity": 0}, "token_estimate": 9} +{"chunk_id": "7ecd779d33d47d65", "source_file": "docs/LRM/avap.md", "doc_type": "spec", "block_type": "narrative", "section": "X.10 Operador de desreferenciación", "start_line": 895, "end_line": 897, "content": "AVAP permite acceder al valor de una variable utilizando el prefijo `$`.\n\nEjemplo:", "metadata": {"complexity": 0}, "token_estimate": 20} +{"chunk_id": "baa9aa4e3a708822", "source_file": "docs/LRM/avap.md", "doc_type": "code_example", "block_type": "avap", "section": "X.10 Operador de desreferenciación", "start_line": 900, "end_line": 902, "content": "```avap\naddVar(copia, $original)\n```", "metadata": {"complexity": 0}, "token_estimate": 13} +{"chunk_id": "ef3ab4b2960421a7", "source_file": "docs/LRM/avap.md", "doc_type": "spec", "block_type": "narrative", "section": "X.10 Operador de desreferenciación", "start_line": 903, "end_line": 909, "content": "Token:\n\n```\nDEREF ::= $\n```\n\n---", "metadata": {"complexity": 0}, "token_estimate": 11} +{"chunk_id": "abae8d52cca4f34b", "source_file": "docs/LRM/avap.md", "doc_type": "spec", "block_type": "narrative", "section": "X.11 Orden de precedencia léxica", "start_line": 913, "end_line": 928, "content": "Para 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---", "metadata": {"complexity": 0}, "token_estimate": 108} +{"chunk_id": "3b94b2289cc2dfaf", "source_file": "docs/LRM/avap.md", "doc_type": "spec", "block_type": "narrative", "section": "X.12 Separación formal: nivel léxico vs nivel sintáctico", "start_line": 932, "end_line": 942, "content": "```\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.\n```\n\nEl Apéndice X cubre el nivel léxico. Las Secciones I–IX cubren el nivel sintáctico.\n\n---", "metadata": {"complexity": 0}, "token_estimate": 101} +{"chunk_id": "b17c5e47bf3ab720", "source_file": "docs/LRM/avap.md", "doc_type": "spec", "block_type": "narrative", "section": "X.13 Tokens producidos por el lexer", "start_line": 946, "end_line": 994, "content": "El lexer produce los siguientes tokens:\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\n```\n\n---", "metadata": {"complexity": 0}, "token_estimate": 103} +{"chunk_id": "8514bf5ba41b03cd", "source_file": "docs/LRM/avap.md", "doc_type": "spec", "block_type": "narrative", "section": "X.14 Elementos ignorados por el lexer", "start_line": 998, "end_line": 1007, "content": "Los siguientes elementos se descartan durante el análisis léxico:\n\n```\nWHITESPACE\nLINE_COMMENT\nDOC_COMMENT\nBLOCK_COMMENT\n```\n\nEstos tokens no son enviados al parser.", "metadata": {"complexity": 0}, "token_estimate": 41} +{"chunk_id": "ea8e42e2603b690b", "source_file": "docs/LRM/avap.md", "doc_type": "spec", "block_type": "narrative", "section": "XI.1 Modelo de Memoria y Resolución de Variables", "start_line": 1012, "end_line": 1022, "content": "AVAP utiliza un modelo de memoria basado en **tres tipos de ámbitos (scopes)**:\n\n```\nGlobal Scope\nMain Local Scope\nFunction Scope\n```\n\nCada tipo de ámbito tiene reglas estrictas de visibilidad.\n\n---", "metadata": {"complexity": 0}, "token_estimate": 53} +{"chunk_id": "70c803bfeda2191f", "source_file": "docs/LRM/avap.md", "doc_type": "spec", "block_type": "narrative", "section": "XI.1.1 Global Scope", "start_line": 1026, "end_line": 1037, "content": "El **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---", "metadata": {"complexity": 0}, "token_estimate": 80} +{"chunk_id": "e9d01b03575f1839", "source_file": "docs/LRM/avap.md", "doc_type": "spec", "block_type": "narrative", "section": "XI.1.2 Main Local Scope", "start_line": 1041, "end_line": 1061, "content": "El **Main Local Scope** corresponde al flujo de ejecución principal del script, fuera de cualquier función.\n\nEjemplo:\n\n```\nx = 10\ny = 20\n```\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---", "metadata": {"complexity": 0}, "token_estimate": 117} +{"chunk_id": "bc7fa2e899950fd6", "source_file": "docs/LRM/avap.md", "doc_type": "spec", "block_type": "narrative", "section": "XI.1.3 Function Scope", "start_line": 1065, "end_line": 1085, "content": "Cada vez que se invoca una función:\n\n```\nfunction nombre(parametros)\n```\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---", "metadata": {"complexity": 0}, "token_estimate": 91} +{"chunk_id": "0ea3def2da82aee4", "source_file": "docs/LRM/avap.md", "doc_type": "spec", "block_type": "narrative", "section": "XI.1.4 Resolución de variables", "start_line": 1089, "end_line": 1100, "content": "La resolución de variables sigue el siguiente orden jerárquico:\n\n```\n1. Function Scope\n2. Global Scope\n```\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---", "metadata": {"complexity": 0}, "token_estimate": 64} +{"chunk_id": "0e9ec8d414356b98", "source_file": "docs/LRM/avap.md", "doc_type": "spec", "block_type": "narrative", "section": "XI.1.5 Aislamiento entre funciones", "start_line": 1104, "end_line": 1121, "content": "Cada invocación de función crea un **scope independiente**.\n\nEjemplo:\n\n```\nfunction ejemplo()\n{\n x = 10\n}\n```\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---", "metadata": {"complexity": 0}, "token_estimate": 71} +{"chunk_id": "c32225df6dfcde1d", "source_file": "docs/LRM/avap.md", "doc_type": "spec", "block_type": "narrative", "section": "XI.1.6 Acceso desde goroutines", "start_line": 1125, "end_line": 1137, "content": "Las goroutines creadas mediante:\n\n```\ngo funcion()\n```\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**", "metadata": {"uses_async": true, "complexity": 1}, "token_estimate": 63} diff --git a/scripts/pipelines/tasks/chunk.py b/scripts/pipelines/tasks/chunk.py index eaef395..0bf5b83 100644 --- a/scripts/pipelines/tasks/chunk.py +++ b/scripts/pipelines/tasks/chunk.py @@ -335,7 +335,7 @@ def ingest_documents( if delete_es_index and es.indices.exists(index=es_index): logger.info(f"Deleting existing Elasticsearch index: {es_index}...") es.indices.delete(index=es_index) - + logger.info(f"Using {settings.ollama_emb_model_name} for embeddings...") handshake = ElasticHandshakeWithMetadata( client=es, index_name=es_index,