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zzFvE{nB=rH99lM$3xi|s^T&!P!_VhFr~viln|9eiB>}}U$zVwVY_-@Gj{*ha))Nk# zdyqaLS_Xb6B_W|G?+i{UvCy?T+#2R6m9^RZ+K?=ht6NmUGD!=&)~U?wyF^T z84|1QWjbGVeKD~Fy%S=PA@CF8!W9WTo7Qfg|9t$ol@pwICltYb@dJ=EnOOL=pddip zt)VHVe5Fmn}kep0MBIr)1KVbe~c2TIJzCdtX^0%ay#RQN9a zzr_9nu@zs&E6vIWqT}Of^y0kO|00~PN`jX>`{4td@W;a8pLHGJO`m>kt|k3^`vd)x z|3T;eUq|PD%VvKn;5htzQh*etd&|*waj)_xH+JB_;-hlAf8WZ(y8q_04&3?kzaWPL e|3Cd`Wj{dJ_ji>Wx+dI@W2k3#qw?CFC;tPk)oT?1 literal 0 HcmV?d00001 diff --git a/_sources/about.md.txt b/_sources/about.md.txt new file mode 100644 index 00000000..90992999 --- /dev/null +++ b/_sources/about.md.txt @@ -0,0 +1,29 @@ +```{eval-rst} + +.. _about: + +``` + +# Acerca de Python Perú + +Bienvenido a Python Perú, una comunidad vibrante dedicada a promover la programación en Python en Perú y más allá. Nuestro blog sirve como un centro de recursos educativos, reuniones comunitarias, cobertura de la Pycon peruana y un tesoro de tutoriales para aprender el lenguaje Python en español. + +## Nuestra Misión +En Python Perú, creemos en el poder de Python para transformar la forma en que abordamos la programación y la resolución de problemas. A través de nuestro blog, nos esforzamos por cultivar un entorno de apoyo donde los entusiastas de Python de todos los niveles puedan reunirse para aprender, compartir sus conocimientos y desarrollar sus habilidades. + +Ya sea que seas un desarrollador experimentado de Python o estés comenzando tu viaje en la programación, encontrarás recursos valiosos, discusiones interesantes y oportunidades para conectarte con personas afines en la comunidad de Python Perú. + +## Únete +Damos la bienvenida a contribuciones de cualquier persona apasionada por Python y ansiosa por compartir sus conocimientos con nuestra comunidad. Para contribuir a nuestro blog, simplemente clona o forkea nuestro repositorio ubicado en [Repositorio del Blog de Python Perú](https://github.com/pythonpe/pythonpe-blog). + +Una vez que hayas realizado tu contribución, crea una pull request con un título descriptivo que resuma tu contribución. Nuestro equipo revisará tu artículo y trabajará contigo para finalizar cualquier edición o mejora. + +Para informarnos sobre tu contribución, puedes comunicarte con nuestra comunidad a través de nuestro grupo de [WhatsApp](https://chat.whatsapp.com/D9bPvUrddvSBUIkMSoTqrk) o enviarnos un correo electrónico a [blog@python.pe](mailto:blog@python.pe). Estamos emocionados de mostrar las diversas perspectivas y conocimientos de nuestros colaboradores y seguir construyendo un recurso rico para los entusiastas de Python. + +Únete a nosotros en dar forma al blog de Python Perú y convertirlo en un recurso valioso para la comunidad y una plataforma para compartir tu pasión por la programación en Python. + +Gracias por ser parte de nuestro viaje. + +```{admonition} Nota +Si deseas contribuir con este Blog, puedes dar tus primeros pasos leyendo este [post](/blog/como-redactar-posts.md). +``` diff --git a/_sources/blog/Introduccion-a-DuckDB.md.txt b/_sources/blog/Introduccion-a-DuckDB.md.txt new file mode 100644 index 00000000..9613131e --- /dev/null +++ b/_sources/blog/Introduccion-a-DuckDB.md.txt @@ -0,0 +1,154 @@ +--- +blogpost: true +date: Feb 10, 2025 +author: soloidx +location: Lima, Perú +category: Data science +tags: pandas, python, csv +language: Español +--- + +# Introducción a DuckDB: Una alternativa ligera y poderosa para análisis de datos + +Cuando pensamos en base de datos normalmente se nos ocurre Oracle, PostgreSQL o hasta Redis y MongoDB, pensamos en servidores dentro de arquitecturas con múltiples nodos y clientes que se comunican por la red. Sin embargo no todas las aplicaciones requieren ser tan complejas, tenemos por ejemplo a SQLite, que es ligero y embebido (se integra directamente en la aplicación y no requiere de un servidor) y por eso suele ser la solución perfecta para muchas aplicaciones móviles y web. + +![Python developer](/_static/images/introduction_duckdb.png) + +Usando SQLite como inspiración nació DuckDB, es una herramienta que, para análisis de datos no requiere de dependencias externas y se ejecuta eficientemente en memoria y es lo suficientemente flexible como para soportar diferentes tipos de datos. En este artículo exploraremos cómo usar DuckDB con Python y por qué puede ser una excelente alternativa para ciertas cargas de trabajo. + +## Primeros pasos: + +Empezamos instalando DuckDB: + +```bash +pip install duckdb +``` + +Luego dentro de un script o en el REPL iniciamos una instancia: + +```python +import duckdb + +con = duckdb.connect(database=":memory:", read_only=False) +con.execute("SET temp_directory='/tmp/duckdb.temp';") +``` + +Aquí: +- Creamos una conexión `con` con la base de datos configurada en memoria. +- Creamos un directorio temporal (en el caso nos quedemos sin memoria) + +Ahora obtenemos datos de un archivo CSV con 100 clientes: + +```python +customer_100 = con.query("SELECT * FROM read_csv('data/customers-100.csv', normalize_names=TRUE)") +print(customer_100) +``` + +```text +┌─────────────────┬────────────┬─────────────────────────────────┬───────────────────┐ +│ customer_id │ first_name │ company │ city │ +│ varchar │ varchar │ varchar │ varchar │ +├─────────────────┼────────────┼─────────────────────────────────┼───────────────────┤ +│ DD37Cf93aecA6Dc │ Sheryl │ Rasmussen Group │ East Leonard │ +│ 1Ef7b82A4CAAD10 │ Preston │ Vega-Gentry │ East Jimmychester │ +│ 6F94879bDAfE5a6 │ Roy │ Murillo-Perry │ Isabelborough │ +│ 5Cef8BFA16c5e3c │ Linda │ Dominguez, Mcmillan and Donovan │ Bensonview │ +│ 053d585Ab6b3159 │ Joanna │ Martin, Lang and Andrade │ West Priscilla │ +│ 2d08FB17EE273F4 │ Aimee │ Steele Group │ Chavezborough │ +│ EA4d384DfDbBf77 │ Darren │ Lester, Woodard and Mitchell │ Lake Ana │ +│ 0e04AFde9f225dE │ Brett │ Sanford, Davenport and Giles │ Kimport │ +│ C2dE4dEEc489ae0 │ Sheryl │ Browning-Simon │ Robersonstad │ +│ 8C2811a503C7c5a │ Michelle │ Beck-Hendrix │ Elaineberg │ +├─────────────────┴────────────┴─────────────────────────────────┴───────────────────┤ +│ 10 rows 4 columns │ +└────────────────────────────────────────────────────────────────────────────────────┘ +``` + +Eso ha sido sencillo, DuckDB ha sido desarrollado como una herramienta OLAP (procesamiento analítico en línea) por lo que permite analizar múltiples archivos eficientemente aquí podemos ver: + +```python +import time +import csv + +file_path = 'data/customers-2000000.csv' + +start = time.time() + +with open(file_path, newline='') as csvfile: + data = list(csv.DictReader(csvfile)) + +end = time.time() +print(f"CSV read time: {end - start} seconds") + +start = time.time() +customer_100 = con.query(f"SELECT * FROM read_csv('{file_path}')") +end = time.time() + +print(f"DuckDB read time: {end - start} seconds") +``` + +Aquí estamos comparando la implementación básica con Python y la de DuckDB, estos son los tiempos: + +```text +CSV read time: 5.0357770919799805 seconds +DuckDB read time: 0.061506032943725586 seconds +``` + +## Integración con Pandas y Pyarrow + +DuckDB es flexible al momento de integrarse con otras fuentes de datos como Pandas o Pyarrow + +```python +import pandas as pd +from pyarrow import csv + + +source_path = "data/customers-100.csv" + +pd_dataframe = pd.read_csv(source_path) +pa_table = csv.read_csv(source_path) + +data = con.query("SELECT * FROM pd_dataframe LIMIT 10;") +print(data) +data = con.query("SELECT * FROM pa_table LIMIT 10;") +print(data) +``` + +En el código anterior podemos ver que el query toma el nombre de la variable, la conexión toma el valor directamente del scope local e inserta los datos transparentemente. + +En otro escenario, si lo que queremos es tomar los datos de DuckDB y ponerlos en un DataFrame de Pandas o Pyarrow podemos hacerlo de esta manera: + +```python +customer_100 = con.query("SELECT * FROM read_csv('data/customers-100.csv')") + +dataframe = customer_100.df() + +pa_table = customer_100.arrow() + +print(type(dataframe)) +print(type(pa_table)) +``` +## Integración con la nube + +Muchos de los datos que utilizamos no se encuentran almacenados localmente, y para procesarlos tenemos que conectarnos a nubes como AWS, GCP o Azure. Para esto, DuckDB contiene extensiones que podemos instalar y usar para poder conectarnos y hacer consultas directamente desde la nube. + +```python +# AWS? + +con.execute("INSTALL httpfs;") +con.execute("LOAD httpfs;") +con.execute("INSTALL aws;") +con.execute("LOAD aws;") +con.execute("set http_keep_alive=false;") +con.execute("set s3_endpoint='s3.us-west-2.amazonaws.com';") +con.execute("set s3_region='us-west-2';") +con.execute("CALL load_aws_credentials();") + +source = "s3://soloidx-bank1305/apps/balancesheetriskmanagement/output/instrument/data/" + +con.query(f"SELECT COUNT(*) FROM read_parquet('{source}**/*.parquet', hive_partitioning = true);") +``` + +También cabe resaltar que DuckDB maneja eficientemente las consultas sobre directorios, si tenemos un directorio con datos en particiones (como Apache Hive) las consultas se hacen solamente en las particiones definidas en el WHERE dentro del query. + +Para terminar, DuckDB es una opción poderosa y ligera para el análisis de datos, ya que no requiere un servidor y se ejecuta eficientemente en memoria. Su rapidez en la lectura y procesamiento de archivos como Parquet, CSV, JSON (y hasta Excel!) lo hace ideal para tareas analíticas sin depender de bases de datos tradicionales. Además, su integración nativa con Pandas y PyArrow y la posibilidad de leer datos de la nube permite a los desarrolladores trabajar con datos de manera fluida dentro de sus flujos de trabajo habituales en Python. diff --git a/_sources/blog/asistente-virtual-con-gpt4all.md.txt b/_sources/blog/asistente-virtual-con-gpt4all.md.txt new file mode 100644 index 00000000..6caedd0e --- /dev/null +++ b/_sources/blog/asistente-virtual-con-gpt4all.md.txt @@ -0,0 +1,129 @@ +--- +blogpost: true +date: Feb 18, 2025 +author: soloidx +location: Lima, Perú +category: Tutorial +tags: AI, chatbots, ollama, gpt4all, llm, llama, chat +language: Español +--- + +# Python y GPT4All, Creando tu asistente de IA personal con 5 líneas + +Cuando buscamos tutoriales sobre asistentes virtuales, a menudo encontramos recursos que involucran integraciones con APIs externas como OpenAI, Claude o Gemini. Si bien estas soluciones son poderosas, nos enfrentamos a dos limitaciones significativas: la dependencia de una conexión a internet y los costos asociados con el uso de APIs de terceros. Es aquí donde herramientas como GPT4All y Ollama brillan, permitiéndonos ejecutar modelos de lenguaje directamente en nuestro hardware local, lo que no solo elimina la necesidad de una conexión constante a internet, sino que también nos libera de los costos recurrentes asociados con servicios en la nube, haciendo que la inteligencia artificial sea más accesible para desarrolladores, investigadores y entusiastas por igual. + +![Python developer](/_static/images/gpt4all.png) + +En este artículo haremos un breve cliente en Python para crear nuestro propio cliente utilizando GPT4All como herramienta principal. + +## ¿Por qué no Ollama?: +Ollama es una herramienta poderosa, una de sus mayores ventajas es que podemos utilizar los modelos mas recientes pero tendríamos que lidiar con iniciar el servicio externo y comunicarnos por medio de la interfaz REST que provee esta herramienta. + +GPT4All por otro lado nos permite usar la librería propia de Python para poder cargar el modelo e interactuar directamente con él de una forma mas sencilla. + +## Mi primer chat con LLM: + +Para comenzar crearemos un entorno virtual e instalaremos GPT4All: + +```bash +python -m venv venv +source venv/bin/activate +pip install gpt4all +``` + +Con estas dependencias podremos empezar con nuestro código, en un archivo nuevo de Python (yo lo llamé chat.py) creamos estas líneas: + +```python +from gpt4all import GPT4All + +model = GPT4All("Llama-3.2-1B-Instruct-Q4_0.gguf") + +with model.chat_session(): + respuesta = model.generate( + "¿Cómo puedo implementar un algoritmo de ordenamiento rápido en Python? " + "muestrame el codigo correspondiente.", max_tokens=1024) + print(respuesta) +``` + +Después de descargar el modelo (toma unos minutos la primera vez) ya nos devuelve una respuesta: + +```text +¡Claro! A continuación, te muestro una lista de algunos algoritmos de ordenamiento rápidos y su implementación en Python: + +1. **Burbuja**: El algoritmo de burbuja es uno de los más simples y efectivos para ordenar un conjunto de elementos. +2. **Mercedón**: El mercedón es similar a la burbuja, pero utiliza una estructura de búsqueda de dos pointers que se mueven hacia adelante hasta encontrar el elemento correcto en el medio del arreglo. +3. **Búsqueda en lista**: La búsqueda en lista es un algoritmo simple y eficiente para ordenar un conjunto de elementos. +4. **Algoritmo de ordenamiento por toma a toma (QuickSort)**: El QuickSort es un algoritmo de ordenamiento que funciona como una mezcla, dividiendo el arreglo en dos partes hasta encontrar la posición correcta del elemento. + +Aquí te muestro el código para cada uno de estos algoritmos: + +**Burbuja** + +def burbuja(arr): + n = len(arr) + + for i in range(n-1): + key = arr[i] + j = i+1 + + while j < n and arr[j] > key: + arr[j], arr[j-1] = arr[j-1], arr[j] + j += 1 + + print("Arrango:", arr) + + return arr + +arr = [64, 34, 25, 12, 22, 11, 90] +print(burbuja(arr)) + +[la respuesta sigue...] + +**Algoritmo de ordenamiento por toma a toma (QuickSort)** + +def quicksort(arr): + if len(arr) <= 1: + return arr + + pivot = arr[len(arr)//2] + + left = [x for x in arr if x < pivot] + middle = [x for x in arr if x == pivot] + right = [x for x in arr if x > pivot] + + print("Arrango:", arr) + quicksort(left).extend(middle) + quicksort(right) + +arr = [64, 34, 25, 12, 22, 11, 90] +quicksort(arr) + +Espero que esta muestra te haya ayudado a entender cómo implementar algunos algoritmos de ordenamiento rápidos en Python. ¡Si tienes alguna pregunta o necesitas más ayuda, no dudes en preguntar! +``` + +¡Y esto fue sencillo! Para terminar podemos hace una implementación mas elaborada con una interfaz en consola: + +```python +from gpt4all import GPT4All + +model = GPT4All("Llama-3.2-1B-Instruct-Q4_0.gguf") + +print("Esperando mensaje, escriba 'salir' para terminar.") +with model.chat_session(): + while True: + user_input = input("Usuario: ") + if user_input.lower() == 'salir': + print("Gracias por usar el chat. ¡Hasta luego!") + break + + answer = model.generate(user_input, max_tokens=1024) + print("AI:", answer) + +``` + +Y con esto tenemos nuestro asistente de IA de bolsillo. + +## Notas: +- Una de las desventajas de GPT4All es que no disponemos de todos los modelos disponibles en Hugging Face (a la fecha de este artículo intente correr deepseek-r1 pero me encontré con errores pendientes en nuevas releases) +- GPT4All ofrece algunas herramientas para hacer embeddings pero aun tiene ciertas limitaciones +- Encontré la lista de modelos disponibles desde el repositorio de [GPT4All-chat](https://github.com/nomic-ai/gpt4all/tree/29f29773af72abefd114f119a6632837263e1896/gpt4all-chat/metadata) no todos los modelos están soportados por la SDK de Python pero puedes ir viendo y probando el mejor modelo que se acomode a las especificaciones de tu ordenador. \ No newline at end of file diff --git a/_sources/blog/como-redactar-posts-con-fork.md.txt b/_sources/blog/como-redactar-posts-con-fork.md.txt new file mode 100644 index 00000000..9d586cfc --- /dev/null +++ b/_sources/blog/como-redactar-posts-con-fork.md.txt @@ -0,0 +1,114 @@ +--- +blogpost: true +date: Apr 14, 2024 +author: hellhound +location: Lima, Perú +category: Tutorial +tags: tutorial, git, fork, pull-request, ablog, sphinx +language: Español +--- + +# Cómo Hacer Fork y Pull Request en el Blog de Python Perú + +Bienvenidos a la comunidad de Python Perú y a este Blog que marca el inicio de +una nueva etapa de la comunidad. + +![Python Perú Logo](/_static/logo/logo.svg){.markdown-body width=200px align=center} + +```{admonition} Repositorio de GitHub +:class: sidebar note +[https://github.com/pythonpe/pythonpe-blog](https://github.com/pythonpe/pythonpe-blog) +``` + +En este tutorial, te enseñaremos cómo hacer un fork del repositorio del Blog de +Python Perú y luego crear un pull request. + +## Hacer Fork del Repositorio de GitHub del Blog de Python Perú + +Primero, debes hacer un fork del repositorio del Blog que está alojado en +GitHub. Para hacer esto, ve al repositorio y haz clic en el botón "Fork" en la +parte superior derecha de la página. + +![Fork GitHub repo](/_static/images/fork-github-repo.png) +![Create GitHub fork](/_static/images/create-github-fork.png) + +Una vez que hayas hecho el fork, tendrás tu propia copia del repositorio en tu +cuenta de GitHub. + +## Clonar el Repositorio de GitHub del Blog de Python Perú + +Ahora, para poder escribir un post, lo primero que debes hacer es clonar el +repositorio del Blog que está alojado en tu cuenta de GitHub. + +```{admonition} Nota +Todas las operaciones que usemos en este tutorial emplearán el comando `gh` +por lo que te *recomendamos* descargarlo. [Link aquí](https://cli.github.com) +``` + +Cómo muestra la imágen (marcado en elípsis de color rojo), debes copiar el +comando de GitHub CLI y luego ejecutarlo en la terminal. + +![Clone GitHub repo](/_static/images/clone-github-repo.png) + +## Crear el Branch Donde Irán tus Cambios + +Ahora que has clonado el repositorio, debes crear un branch donde irán tus +cambios y por su puesto tu nuevo post. + +En la terminal, ejecuta el siguiente comando: + +```sh +git checkout -b el-nombre-de-tu-branch main +``` + +Debes reemplazar `el-nombre-de-tu-branch` por un nombre de branch. No tienes que +preocuparte demasiado por pensar en un nombre creativo. Un ejemplo podría ser el +nombre del post separado por guiones. Otro podría ser tu nickname. + +## Creación del Post + +Sigue las instrucciones en el [post original](/blog/como-redactar-posts.md) +para crear tu post. + +## Creación del Pull Request + +Finalmente ya tienes tu post listo y deseas crear el pull request para ser +revisado por {ref}`author-soloidx`, {ref}`author-hellhound` o +{ref}`author-nefi`. + +Lo primero que debes hacer es avisar a {ref}`author-soloidx`, +{ref}`author-hellhound` o {ref}`author-nefi` sobre la redacción de tu post en el +grupo de [WhatsApp](https://chat.whatsapp.com/D9bPvUrddvSBUIkMSoTqrk). + +Una vez conseguida la autorización y que te hayan incluido al grupo de bloggers +de la organización Python Perú en GitHub, lo que debes hacer es ejecutar el +siguiente comando especificando un título para tu PR y un cuerpo para el mismo. +Si no deseas poner un cuerpo solo obvia esa opción. + +Debes incluir la opción `--web` para abrir el PR en el navegador y poder +seleccionar el destino del PR (el destino será "python.pe/pythone-blog"). + +```sh +gh pr create --title "Aquí iría tu título del PR" --body "Aquí el cuerpo de tu PR" --web +``` + +```{admonition} Nota +Recuerda que siempre debes ejecutar este comando cerciorándote de que estés en +tu branch. Si no estás en tu branch siempre puedes cambiarte de branch usando +este comando: +``` + +```sh +git checkout tu-branch +``` + +![Compare across forks](/_static/images/compare-across-forks.png) +![Selecting fork origin](/_static/images/selecting-fork-origin.png) + + +Una vez ejecutado el comando `gh` y siguiendo las indicaciones del mismo ¡Abrás +creado satisfactoriamente el PR! Debes comunicar de su creación de inmediato a +{ref}`author-soloidx`, {ref}`author-hellhound` o {ref}`author-nefi` en el grupo +de [WhatsApp](https://chat.whatsapp.com/D9bPvUrddvSBUIkMSoTqrk) para que revisen +tus cambios en el pull request y subsecuentemente hagan merge de estos en la rama +`main`. diff --git a/_sources/blog/como-redactar-posts.md.txt b/_sources/blog/como-redactar-posts.md.txt new file mode 100644 index 00000000..730df097 --- /dev/null +++ b/_sources/blog/como-redactar-posts.md.txt @@ -0,0 +1,247 @@ +--- +blogpost: true +date: Apr 4, 2024 +author: hellhound +location: Lima, Perú +category: Tutorial +tags: tutorial, git, pull-request, ablog, sphinx +language: Español +--- + +# Cómo Redactar Posts en el Blog de Python Perú y no Morir en el Intento + +Debo iniciar las líneas de este post dándoles la bienvenida a la comunidad de +Python Perú y a este Blog que marca el inicio de una nueva etapa de la +comunidad. + +![Python Perú Logo](/_static/logo/logo.svg){.markdown-body width=200px align=center} + +```{admonition} Repositorio de GitHub +:class: sidebar note +[https://github.com/pythonpe/pythonpe-blog](https://github.com/pythonpe/pythonpe-blog) +``` + +Cómo lo indicamos en la página [Acerca de Python Perú](/about.md), cualquier +persona que esté interesada en publicar a través de nosotros un post sobre +temas relacionados al lenguaje Python como pueden ser Meetups, la propia Pycon +Perú o bien sobre herramientas y frameworks que utilicen el lenguaje Python, +son bienvenidos a publicar en este Blog. + + +## Clonar el Repositorio de GitHub del Blog de Python Perú + +Ahora, para poder escribir un post, lo primero que debes hacer es clonar +el repositorio del Blog que está alojado en GitHub. + +```{admonition} Nota +Todas las operaciones que usemos en este tutorial emplearán el comando `gh` +por lo que te *recomendamos* descargarlo. [Link aquí](https://cli.github.com) +``` + +Cómo muestra la imágen (marcado en elípsis de color rojo), debes copiar el +comando de GitHub CLI y luego ejecutarlo en la terminal. + +![Clone GitHub repo](/_static/images/clone-github-repo.png) + + +```{admonition} Nota +Si bien es cierto este tutorial recomienda el empleo de `gh` para poder hacer +todas las operaciones hasta que crees el Pull Request de GitHub, no +mencionaremos como configurarlo o como autenticarte ante GitHub usando ese +comando. Si deseas saber cómo autenticarte, pueder revisar la ayuda de la +línea de comandos de `gh` ejecutando: `gh auth login --help`. +``` + + +## Crear el Branch Donde Irán tus Cambios + +Ahora que has clonado el repositorio, debes crear un branch donde irán +tus cambios y por su puesto tu nuevo post. + +En la terminal, ejecuta el siguiente comando: + +```sh +git checkout -b el-nombre-de-tu-branch main +``` + +Debes reemplazar `el-nombre-de-tu-branch` por un nombre de branch. No tienes +que preocuparte demasiado por pensar en un nombre creativo. Un ejemplo podría +ser el nombre del post separado por guiones. Otro podría ser tu nickname. + +```{admonition} Nota +Si bien es cierto se menciona la utilización del comando `git`, se sobrentiende +que debe estar instalado en tu sistema ya que estamos utilizando GitHub. También +se asume que debes tener una cuenta de GitHub creada. Además, aunque este post +explica el flujo que debes seguir para crear un post, no es exhaustivo en como +debes usar `git` u otras herramientas. +``` + + +## Firma de Autor + +Este paso es escencial y preliminar a la edición de un post si es tu primera +vez posteando en este Blog. Debes editar el archivo `AUTHORS` que se encuentra +en la raíz del proyecto y poner tu nombre, tu nickname (este lo utilizarás para +firmar los posts) y tu email. + +Añade una línea al final del archivo con la siguiente nomenclatura: + +`Joe Doe(nickname) ` + +Donde Joe Doe lo reemplazas por tus nombres y apellido, nickname será la "chapa" +que usas o por la que te conocen o te conocemos. joe.doe@example.com lo +reemplazas por tu dirección de correo electrónico. + + +## Creación del Post + +Ahora ya tienes todo preparado para iniciar la edición de tu Post. Pero +existen ciertos pasos que debes seguir (que son opcionales) en caso de que +desees correr el Blog localmente y ver como luciría tu post si estuviese +publicado en el Blog. + +El post deberá estar en formato Markdown y deberá estar ubicado en el +directorio `blog/`. La extensión del mismo será `.md`. Es texto plano, solo +que Markdown utiliza una sintáxis especial para darle formato a la hora de +mostrarlo en el explorador. + +El nombre del archivo deberá seguir esta nomenclatura: + +`nombre-del-post-de-manera-abreviada.md` + +```{admonition} Nota +Puedes referirte a esta guía en Español de Markdown para informarte más +sobre la sintáxis de este formato. [Link aquí](https://datosgobar.github.io/portal-andino/markdown-guide/) +``` + +¡Ojo! Debes iniciar tus posts con lo siguiente en Markdown: + +```markdown +--- +blogpost: true +date: Apr 4, 2024 +author: nickname +location: Lima, Perú +category: Tutorial +tags: tag1, tag2, tag3 +language: Español +--- +``` + +Donde `blogpost` siempre será `true`. `date` tiene que tener ese formato de +fecha, lamentamentablemente tiene que ser escrita en inglés. Se escribe de la +siguiente manera: + +`Mes día, año` + +El mes puede ser uno de los siguientes: + +- Jan: Enero +- Feb: Febrero +- Mar: Marzo +- Apr: Abril +- Jun: Junio +- Jul: Julio +- Aug: Agosto +- Sep: Setiembre +- Oct: Octubre +- Nov: Noviembre +- Dec: Diciembre + +`tags` tiene que ser una lista de etiquetas separadas por comas. si tienes una +etiqueta que está comprendida por más de una palabra, únelas con guiones. + +`category` es el nombre de la categoría del post. Puede ser cualquier cosa +que se te ocurra, mientras corresponda a lo que redactaste en el post, y +puede estar comprendido por palabras separadas por espacios en blanco. + +`language` siempre será "Español". Esto es debatible pero el público objetivo +del Blog es hispanoparlante en su mayoría. Así que es obligatorio redactar en +Español los posts. + + +## Instalación Local del Blog y Ejecución del Mismo (Opcional) + +### Instalación + +1. Instalamos `uv`, sigue las instrucciones en su documentación + https://docs.astral.sh/uv/getting-started/installation/, `uv` manejarátodas +las dependencias y también la instalación de python. De forma tal que no +necesitamos instalar `python` de manera separada. + +2. Estando en la raíz del repositorio, instalemos las dependencias del Blog: + +```sh +uv sync +``` + +### Construcción de las Páginas HTML + +Estando en la raíz del repositorio: + +```sh +uv run ablog build +``` + +### Ejecución del Blog + +Estando en la raíz del repositorio: + +```sh +uv run ablog serve +``` + +```{admonition} Nota +Se sobrentiende que debe estar instalado en el sistema `pip` y `python` en su +versión 3.12 como mínimo. +``` + + +## Creación del Pull Request + +Finalmente ya tienes tu post listo y deseas crear el pull request para ser +revisado por {ref}`author-soloidx`, {ref}`author-hellhound` o {ref}`author-nefi`. + +Lo primero que debes hacer es avisar a {ref}`author-soloidx`, +{ref}`author-hellhound` o {ref}`author-nefi` sobre la redacción de tu post en el +grupo de [WhatsApp](https://chat.whatsapp.com/D9bPvUrddvSBUIkMSoTqrk). + +Una vez conseguida la autorización y que te hayan incluido al grupo de bloggers +de la organización Python Perú en GitHub, lo que debes hacer es ejecutar el +siguiente comando especificando un título para tu PR y un cuerpo para el mismo. +Ssi no deseas poner un cuerpo solo obvia esa opción. + +```sh +gh pr create --title "Aquí iría tu título del PR" --body "Aquí el cuerpo de tu PR" +``` + +Recuerda que siempre debes ejecutar este comando cerciorándote de que estés en +tu branch. Si no estás en tu branch siempre puedes cambiarte de branch usando +este comando: + +```sh +git checkout tu-branch +``` + +Una vez ejecutado el comando `gh` y siguiendo las indicaciones del mismo ¡Abrás +creado satisfactoriamente el PR! Debes comunicar de su creación de inmediato +a {ref}`author-soloidx`, {ref}`author-hellhound` o {ref}`author-nefi` en el +grupo de [WhatsApp](https://chat.whatsapp.com/D9bPvUrddvSBUIkMSoTqrk) para que +revisen tus cambios en el pull request y subsecuentemente hagan merge de estos +en la rama `main`. + + +Puedes ver tu PR creado yendo a [https://github.com/pythonpe/pythonpe-blog](https://github.com/pythonpe/pythonpe-blog) +y luego seleccionando el tab "Pull Requests" como muestra en la imágen. + +![Pull Requests](/_static/images/pull-requests-github.png) + +¡Y listo! Ya publicaste tu primer post. + +```{admonition} Nota +Nuevo post que explica como hacer lo mismo pero con forks [aquí](/blog/como-redactar-posts-con-fork.md) +``` + +```{admonition} Nota +Actualizado al 16/03/2025 para hacer uso de `uv` en lugar de `poetry` +``` diff --git a/_sources/blog/estructura-cv-python-I.md.txt b/_sources/blog/estructura-cv-python-I.md.txt new file mode 100644 index 00000000..3b716e2c --- /dev/null +++ b/_sources/blog/estructura-cv-python-I.md.txt @@ -0,0 +1,234 @@ +--- +blogpost: true +date: Feb 26, 2025 +author: soloidx +location: Lima, Perú +category: Tutorial +tags: AI, openai, GPT, PyMuPDF, llm, PDF +language: Español +--- + +# Potencia tu CV con Python (I): De PDF a Datos Estructurados en Minutos con OpenAI + +Últimamente he estado pensando en cómo mejorar mi proceso de solicitud de empleo. ¿Sabes lo frustrante que es tener que reformatear constantemente tu CV para diferentes ofertas? Con cada empresa tenía que adaptar mi CV para tener el mejor fit para el puesto de trabajo. Estaba cansado de editar manualmente la misma información una y otra vez. + +![Python developer](/_static/images/CV-python-openai.png) + + +Así que este fin de semana, decidí construir una pequeña herramienta que pudiera extraer automáticamente todos los datos estructurados de mi CV. Usando Python y GPT-4 de OpenAI, creé un script que toma un CV en PDF y lo convierte en una estructura JSON limpia que puedo usar en cualquier lugar. ¿La mejor parte? Me tomó menos de una hora programarlo, y ahora puedo integrarlo con otra solucion para construir el mejor CV para cada oferta de trabajo. ¡Déjame mostrarte cómo lo construí! + +## Estructura del Proyecto + +Primero, vamos a configurar la estructura de nuestro proyecto. Necesitamos un entorno virtual, algunos directorios para nuestros datos y salida, y nuestras dependencias. + +```bash +# Create project directory +mkdir cv_improver_poc +cd cv_improver_poc + +# Create virtual environment +python -m venv venv + +# Activate virtual environment (on macOS/Linux) +source venv/bin/activate + +# Create directories +mkdir -p data output src +``` + +Luego instalamos los paquetes necesarios: + +```bash +pip install pymupdf openai python-dotenv +pip freeze > requirements.txt +``` + +Tu estructura de proyecto debería verse así: +``` +cv_improver_poc/ +├── data/ # Coloca tu CV en PDF aquí +├── output/ # La salida JSON irá aquí +├── src/ # Código Python +├── venv/ # Entorno virtual +└── requirements.txt +``` + +Agregué `python-dotenv` para que pudiera leer el API key de OpenAI desde un archivo en local (en vez de insertarlo directamente en el código o exportarlo cada vez que lo ejecuto) este es el contenido de mi archivo `.env` + +```text +OPENAI_API_KEY=sk-proj-sigue la llave privada... +``` + +## Lectura y Análisis del PDF + +Ahora vamos a escribir el código para leer el PDF. Estoy usando PyMuPDF (importado como `pymupdf`) que hace muy fácil extraer texto de PDFs: + +```python +import os +import pymupdf +import json +from dotenv import load_dotenv +from openai import OpenAI + +load_dotenv() + +ROOT_DIR = os.path.dirname(os.path.abspath(__file__)) + +doc = pymupdf.open(os.path.join(ROOT_DIR, "../data", "Ider Delzo CV.pdf")) + +output_text = "" + +for page in doc: + text = page.get_text() + output_text += text + output_text += "\n" +``` + +Este código es bastante sencillo: +1. Importamos las bibliotecas necesarias +2. Cargamos las variables de entorno (para nuestra clave API de OpenAI) +3. Abrimos el archivo PDF desde el directorio de datos +4. Recorremos cada página, extraemos el texto y lo concatenamos en una sola cadena + +## Creando el Prompt + +La magia ocurre en el prompt que enviamos a OpenAI. Necesitamos ser muy específicos sobre lo que queremos: + +```python +# Initialize OpenAI client +client = OpenAI(api_key=os.getenv("OPENAI_API_KEY")) + +# Create the prompt +prompt = f""" +You are an expert CV analyzer. Your task is to extract structured information +from the given CV text and format it as a JSON object. Be meticulous, precise, +and comprehensive in your extraction. + +CV Text: +{output_text} + +Instructions: +1. Extract and structure the information exactly as specified in the JSON schema below. +2. Ensure all dates are in YYYY-MM format. If only the year is available, use YYYY-01. +3. For ongoing experiences, use 'Present' as the end date. +4. List all experiences and education entries in reverse chronological order (most recent first). +5. If information for a field is not present in the CV, use an empty string ("") or empty list ([]) as appropriate. +6. Be as detailed as possible, especially for job descriptions, milestones, and skills. +7. Infer skills from job descriptions if not explicitly listed. +8. Ensure consistency in formatting and capitalization. + +JSON Schema: +{{ + "name": "Full name of the person", + "contactInfo": {{ + "email": "Email address", + "phone": "Phone number with country code if available", + "location": "City, State/Province, Country", + "linkedin": "Full LinkedIn profile URL", + "github": "Full Github profile URL", + }}, + "summary": "A concise professional summary, capturing key skills and career objectives", + "experience": [ + {{ + "date": {{ + "start": "Start date in YYYY-MM format", + "end": "End date in YYYY-MM format or 'Present' if current" + }}, + "company": "Full company name", + "position": "Exact job title", + "description": "Detailed job description, including responsibilities and technologies used", + "milestones": [ + "Specific, quantifiable achievements or significant projects", + "Use metrics and numbers where possible" + ], + "skills": [ + "Technical skills", + "Soft skills", + "Tools and technologies used" + ] + }} + ], + "education": [ + {{ + "date": {{ + "start": "Start date in YYYY-MM format", + "end": "End date in YYYY-MM format" + }}, + "institution": "Full name of the educational institution", + "degree": "Complete degree title", + "fieldOfStudy": "Specific field of study or major", + "achievements": [ + "Notable academic achievements", + "Relevant coursework", + "Projects or thesis topics" + ] + }} + ], + "skills": [ + "Comprehensive list of all skills mentioned throughout the CV", + "Include both technical and soft skills" + ], + "languages": [ + {{ + "language": "Language name", + "proficiency": "Proficiency level (e.g., Native, Fluent, Intermediate, Basic)" + }} + ], + "certifications": [ + {{ + "name": "Full name of the certification", + "issuer": "Issuing organization", + "date": "Date obtained in YYYY-MM format", + "expiryDate": "Expiry date in YYYY-MM format, if applicable" + }} + ] +}} + +Provide the extracted information strictly in the JSON format specified above, without any additional explanation or commentary. +""" +``` + +He diseñado este prompt para que sea muy detallado porque quiero que la IA extraiga información específica en un formato consistente. El esquema JSON define exactamente qué campos quiero y cómo deben estructurarse. También lo puse intencionalmente en inglés para obtener mejores resultados. + +## Llamando a la API de OpenAI y Obteniendo los Resultados + +Ahora vamos a llamar a la API de OpenAI y procesar los resultados: + +```python +response = client.chat.completions.create( + model="gpt-4", + messages=[ + { + "role": "system", + "content": "You are a helpful assistant that extracts and structures CV information accurately.", + }, + {"role": "user", "content": prompt}, + ], + temperature=0.1, +) + +# Parse the response +content = response.choices[0].message.content +if isinstance(content, str): + cv_data = json.loads(content) + print(json.dumps(cv_data, indent=2)) + + with open(os.path.join(ROOT_DIR, '../output', 'structured_cv_hybrid.json'), 'w') as f: + json.dump(cv_data, f, indent=2) +``` + +En esta parte final: +1. Llamamos a la API de OpenAI con nuestro prompt +2. Establecemos una temperatura baja (0.1) para obtener resultados más consistentes +3. Analizamos la respuesta JSON +4. La imprimimos en la consola y la guardamos en un archivo en nuestro directorio de salida + +## Resultado final + +Puedes revisar el resultado final en [este archivo](https://raw.githubusercontent.com/soloidx/cv_improver_poc/refs/heads/main/output/structured_cv_hybrid.json) + +Puedes revisar el código en este proyecto: [cv_improver_poc](https://github.com/soloidx/cv_improver_poc/blob/main/src/01_create_relevant_information.py) + +## Conclusión + +¡Y eso es todo! Con solo unas pocas líneas de código Python, he creado una herramienta que puede transformar mi CV de un PDF estático a un formato JSON flexible y estructurado. Ahora puedo pasar a otra etapa en donde analizaré las ofertas de empleo y generaré tanto CVs como cartas de presentaíon a medidas para cada empresa. \ No newline at end of file diff --git a/_sources/blog/estructura-cv-python-II.md.txt b/_sources/blog/estructura-cv-python-II.md.txt new file mode 100644 index 00000000..47c89b24 --- /dev/null +++ b/_sources/blog/estructura-cv-python-II.md.txt @@ -0,0 +1,223 @@ +--- +blogpost: true +date: Mar 17, 2025 +author: soloidx +location: Lima, Perú +category: Tutorial +tags: AI, NLP, ML, Data Science, Spacy +language: Español +--- + +# Potencia tu CV con Python (II): Usando NLP para hacer match con ofertas + +¡Hola de nuevo! En este [artículo anterior](https://blog.python.pe/blog/estructura-cv-python-I/) les conté cómo desarrollé un sistema para estructurar y analizar mi CV utilizando inteligencia artificial. Hoy quiero compartir la segunda parte de este proyecto: el análisis de compatibilidad entre mi CV y las ofertas laborales. + +![Python developer](/_static/images/CV-python-openai.png) + + +Después de lograr estructurar mi CV de manera eficiente, me di cuenta de que el siguiente paso lógico era determinar qué tan compatible soy con las ofertas de trabajo que encuentro. ¿De qué sirve tener un CV bien estructurado si no sabemos a cuáles ofertas vale la pena aplicar? + +## Procesamiento bilingüe + +La primera característica en la que pensé es que pueda trabajar tanto con ofertas en español como en inglés. Esto es crucial para quienes buscamos trabajo en mercados internacionales: + + +```python +class JobMatcher: + def __init__(self): + # Cargar el modelo de spaCy para ingles + # Si necesitas otro idioma, cambia 'en_core_web_sm' por el modelo correspondiente + # Por ejemplo, 'es_core_news_sm' para español + try: + self.nlp_es = spacy.load("es_core_news_md") + self.nlp_en = spacy.load("en_core_web_md") + except OSError: + # Si los modelos no están instalados, descárgalos + print("Descargando modelos de spaCy...") + os.system("python -m spacy download es_core_news_md") + os.system("python -m spacy download en_core_web_md") + self.nlp_es = spacy.load("es_core_news_md") + self.nlp_en = spacy.load("en_core_web_md") + +``` + +El sistema detecta automáticamente el idioma del texto analizando palabras comunes: + +```python + def get_language_nlp(self, text: str) -> str: + es_words = ["el", "la", "los", "las", "y", "en", "de", "para", "con", "por"] + en_words = ["the", "and", "in", "of", "to", "for", "with", "by", "on", "at"] + + text_lower = text.lower() + es_count = sum(1 for word in es_words if f" {word} " in f" {text_lower} ") + en_count = sum(1 for word in en_words if f" {word} " in f" {text_lower} ") + + return "es" if es_count > en_count else "en" + + def get_doc(self, text: str) -> Doc: + text_language = self.get_language_nlp(text) + if text_language == "es": + return self.nlp_es(text) + return self.nlp_en(text) +``` + +## El algoritmo de compatibilidad + +Ahora comenzamos con el core de la lógica, vamos a definir la compatibilidad usando el título de la oferta (Ej. Senior Python Developer) y también la lista de skills definidos (Python, Flask, SQL) asi que los extraemos y los calculamos por separado: + +```python +def analyze_job_offer(self, cv_data: dict, job_data: dict) -> dict: + position_score = self.analyze_positions(cv_data, job_data) + skills_score = self.analyze_skills(cv_data, job_data) + + overall_score = position_score * 0.5 + skills_score * 0.5 + + return { + "overall_score": overall_score, + "position_score": position_score, + "skills_score": skills_score, + } +``` + +Ahora veremos la implementación de ambos scores individualmente: + +### 1. Compatibilidad de posición + +comparemos el título del puesto ofrecido con mis experiencias laborales previas, buscando la mejor coincidencia: + +```python +def analyze_positions(self, cv_data: dict, job_data: dict) -> float: + scores = [] + experience = cv_data.get("experience", []) + + for exp in experience: + position_score = self.get_position_score( + job_data.get("job_title", ""), exp.get("position", "") + ) + scores.append(position_score) + + max_score = max(scores) if scores else 0.0 + return max_score +``` + +Lo interesante aquí es que no solo busca coincidencias exactas, sino que utiliza la similitud semántica para entender si mi experiencia es relevante para el puesto. Además, considera el nivel de seniority: + +```python + def get_position_score(self, job_post_title: str, exp_position: str) -> float: + if not job_post_title or not exp_position: + return 0.0 + job_doc = self.get_doc(job_post_title) + exp_doc = self.get_doc(exp_position) + + # Calcular la similitud vectorial entre el título de trabajo y la posición del empleado + similarity = float(exp_doc.similarity(job_doc)) + + seniority_levels = { + "intern": 1, + "junior": 2, + "associate": 2, + "i": 2, + "ii": 3, + "mid": 3, + "intermediate": 3, + "iii": 4, + "senior": 5, + "sr": 5, + "lead": 6, + "principal": 7, + "staff": 7, + "architect": 8, + "director": 9, + "head": 9, + "chief": 10, + } + + # extraer el niver de seniority + job_seniority = 0 + exp_seniority = 0 + + for token in job_doc: + if token.text in seniority_levels: + job_seniority = seniority_levels[token.text] + break + + for token in exp_doc: + if token.text in seniority_levels: + exp_seniority = seniority_levels[token.text] + break + + # Calcular la diferencia de niveles de senioridad y aplicar un penalizador + seniority_diff = abs(job_seniority - exp_seniority) + seniority_penalty = min(seniority_diff * 0.1, 0.5) # Cap penalizador a 0.5 + + similarity *= 1 - seniority_penalty + + return similarity +``` + +### 2. Compatibilidad de habilidades + +Esta parte es crucial: ¿tengo las habilidades técnicas que la empresa está buscando? + +```python + def analyze_skills(self, cv_data: dict, job_data: dict) -> float: + # Obtengo las habilidades del CV y las de cada emperiencia + skills = set(cv_data.get("skills", [])) + for exp in cv_data.get("experience", []): + skills.update(exp.get("skills", [])) + job_skills = set(job_data.get("skills", {}).get("technologies", [])) + + # Calcular el match directo + direct_matches = skills.intersection(job_skills) + direct_matches_score = ( + len(direct_matches) / len(job_skills) if job_skills else 0.0 + ) + +``` + +Pero aquí viene lo realmente interesante. ¿Qué pasa con las habilidades que no coinciden exactamente pero están relacionadas? Por ejemplo, si la oferta pide "React.js" y yo tengo "React" en mi CV, o si piden "AWS" y yo tengo "Amazon Web Services". +Para resolver esto, implementé un análisis de similitud semántica: + +```python + + # Podemos tambien calcular los matches semanticos que no coinciden directamente + remaining_job_skills = skills - direct_matches + if not remaining_job_skills: + return 1.0 + + semantic_match_score = 0.0 + remaining_cv_skills = skills - direct_matches + semantic_matches = 0 + + # Definir un umbral de similitud para los matches semanticos + skill_similarity_threshold = 0.75 + + for job_skill in remaining_job_skills: + job_doc = self.get_doc(job_skill) + best_similarity = 0.0 + + for cv_skill in remaining_cv_skills: + cv_doc = self.get_doc(cv_skill) + similarity = job_doc.similarity(cv_doc) + + if similarity > best_similarity: + best_similarity = similarity + + if best_similarity >= skill_similarity_threshold: + semantic_matches += 1 + semantic_match_score = ( + semantic_matches / len(remaining_job_skills) + if remaining_job_skills + else 0.0 + ) + + final_score = 0.8 * direct_matches_score + 0.2 * semantic_match_score + return final_score +``` + +Y gracias a esto puedo generar un score más preciso, por ahora tengo un resultado decente, en algún momento pensé en implementar OpenAI para un análisis mas semantico pero eso puede dar mas espacio para otro artículo. + + +Puedes revisar el código en este proyecto: [02_job_match_compatibility.py](https://github.com/soloidx/cv_improver_poc/blob/main/src/02_job_match_compatibility.py) + +También implementé un script para estructurar una oferta laboral usando OpenAI [02_extract_job_information.py](https://github.com/soloidx/cv_improver_poc/blob/main/src/02_extract_job_information.py) \ No newline at end of file diff --git a/_sources/blog/haciendo-app-chat-gpt-con-tech-pyodide.md.txt b/_sources/blog/haciendo-app-chat-gpt-con-tech-pyodide.md.txt new file mode 100644 index 00000000..26063d73 --- /dev/null +++ b/_sources/blog/haciendo-app-chat-gpt-con-tech-pyodide.md.txt @@ -0,0 +1,464 @@ +--- +blogpost: true +date: May 13, 2026 +author: hellhound +location: Lima, Perú +category: Tutorial +tags: pyodide, openai, gpt, httpx, python +language: Español +--- +# Creación de una Aplicación de Chat Potenciada por Pyodide y GPT-5.4-mini: Una Prueba de Concepto + +![OpenAI](/_static/images/openai.png){ align=center width=400px } + +Construir una aplicación basada en la web que aproveche tanto el entorno de +Python como el modelo de lenguaje GPT-5.4-mini de OpenAI puede ser una empresa +emocionante. Este artículo explica la creación de una aplicación de chat como +prueba de concepto utilizando Pyodide, una herramienta que permite ejecutar +Python en el navegador web, e integrarla con GPT-5.4-mini para simular un +agente conversacional inteligente. + +## El Panorama de la Integración entre Pyodide y GPT-5.4-mini + +Con la capacidad de ejecutar Python directamente en los navegadores web, Pyodide +ofrece una oportunidad emocionante para llevar las capacidades poderosas de las +bibliotecas basadas en Python directamente a las aplicaciones del lado del +cliente. Esto incluye aplicaciones que pueden beneficiarse de estar cerca de los +usuarios, como herramientas interactivas y tableros de visualización de datos. + +Esta prueba de concepto integra Pyodide con el modelo GPT-5.4-mini de OpenAI, +que proporciona la capacidad de simular una conversación similar a la humana. A +continuación, te guiaré a través de cada componente de esta aplicación, +explicando su funcionalidad, técnicas de integración y la razón detrás de +cada elección. + +## Desglose de Componentes + +La aplicación se compone de varios archivos clave y tecnologías, incluyendo +HTML, JavaScript y Python integrados a través de Pyodide. Vamos a desglosar +estos componentes paso a paso. + +### HTML: Estructuración de la Interfaz + +El archivo HTML configura la interfaz básica de usuario para la aplicación de +chat: + +```html + + + + + + Pyodide Chat App + + + + +

Pyodide Chat

+
Python (via Pyodide) + OpenRouter, all in your browser.
+ +
Initializing…
+ + + + + + + +``` + +Este diseño HTML crea una interfaz básica con un cuadro de chat y un control de +entrada de usuario, envuelto en CSS simple para estilizar la apariencia. La +configuración de Pyodide es gestionada por un archivo JavaScript que +exploraremos a continuación. + +### JavaScript: Inicialización de Pyodide y Conexión del Frontend con el Backend + +Se emplea JavaScript para configurar el entorno Pyodide y conectar la interfaz +de usuario del frontend con el backend de Python. Aquí está el archivo de +inicialización de JavaScript: + +#### `python.js` + +```javascript +async function setupPyodide() { + const status = document.getElementById("status"); + const setStatus = (msg) => { if (status) status.textContent = msg; }; + + setStatus("Loading Pyodide…"); + const pyodide = await loadPyodide({ + indexURL: "https://cdn.jsdelivr.net/pyodide/v0.29.4/full/", + }); + + setStatus("Loading Python packages (openai, httpx, ssl)…"); + await pyodide.loadPackage(["openai", "httpx", "ssl"]); + + const jsModule = { + async displayResponse(response) { + const chatbox = document.getElementById("chatbox"); + const div = document.createElement("div"); + div.className = "msg ai"; + div.innerHTML = `AI: `; + div.appendChild(document.createTextNode(response)); + chatbox.appendChild(div); + chatbox.scrollTop = chatbox.scrollHeight; + setSending(false); + }, + async displayError(message) { + const chatbox = document.getElementById("chatbox"); + const div = document.createElement("div"); + div.className = "msg err"; + div.innerHTML = `Error: `; + div.appendChild(document.createTextNode(message)); + chatbox.appendChild(div); + chatbox.scrollTop = chatbox.scrollHeight; + setSending(false); + }, + }; + pyodide.registerJsModule("js_module", jsModule); + + setStatus("Fetching app bundle…"); + await pyodide.runPythonAsync(` + from pyodide.http import pyfetch + response = await pyfetch("build/app.tar.gz") + await response.unpack_archive() + from main import sender_message_proxy + `); + + const apiKey = window.prompt("Please enter your OpenRouter API key:"); + if (!apiKey) { + setStatus("No API key provided. Reload to try again."); + return; + } + + setStatus("Ready."); + document.getElementById("app").hidden = false; + + const sendMessageToPython = pyodide.globals.get("sender_message_proxy"); + const userInput = document.getElementById("user-input"); + const sendButton = document.getElementById("send-button"); + + function setSending(isSending) { + sendButton.disabled = isSending; + userInput.disabled = isSending; + sendButton.textContent = isSending ? "…" : "Send"; + if (!isSending) userInput.focus(); + } + + function send() { + const text = userInput.value.trim(); + if (!text) return; + userInput.value = ""; + + const chatbox = document.getElementById("chatbox"); + const div = document.createElement("div"); + div.className = "msg you"; + div.innerHTML = `You: `; + div.appendChild(document.createTextNode(text)); + chatbox.appendChild(div); + chatbox.scrollTop = chatbox.scrollHeight; + + setSending(true); + sendMessageToPython(apiKey, text); + } + + sendButton.addEventListener("click", send); + userInput.addEventListener("keypress", (event) => { + if (event.key === "Enter") send(); + }); + userInput.focus(); + + pyodide.runPythonAsync(` + from main import main as py_main + await py_main() + `); +} + +document.addEventListener("DOMContentLoaded", setupPyodide); +``` + +#### Aspectos Clave del Código JavaScript + +- **Inicialización de Pyodide**: El script inicializa el entorno de Pyodide y + asegura que los paquetes de Python necesarios estén disponibles a través de +`micropip`. + +- **Solicitud de la Clave API**: Para asegurar la interacción con GPT-5.4-mini, +se requiere una clave API. Esto se obtiene a través de un aviso del +navegador cuando la aplicación se carga por primera vez. + +- **Interoperabilidad JavaScript-Python**: Usando `pyodide.registerJsModule`, + creamos un puente entre JavaScript y Python. Esto permite que Python llame a +una función de JavaScript (`displayResponse`), que actualiza el cuadro de chat +con las respuestas de GPT-5.4-mini. + +- **Carga de la Lógica del Backend**: La lógica del backend se encapsula en + Python e integra a través de `pyodide.runPythonAsync`. Esto permite que los +módulos definidos en Python sean transparentes para JavaScript como funciones +sincrónicas. + +### Python: Manejo de Conversaciones con GPT-5.4-mini + +El corazón de la aplicación involucra una serie de componentes de Python que +gestionan la comunicación con la API de OpenAI: + +#### Backend de Python (`main.py`) + +```python +"""Pyodide-side chat backend. + +Runs inside the browser via Pyodide (WASM). Modern Pyodide (>= 0.27.2) ships +`openai`, `httpx`, and `urllib3` as bundled packages with built-in +Emscripten/Fetch transports, so no custom HTTP transport is needed anymore. +""" + +import asyncio + +import httpx +import openai +from pyodide.ffi import create_proxy + +import js_module + +MODEL = "openai/gpt-5.4-mini" +SYSTEM_PROMPT = ( + "You are a concise, friendly assistant running inside a Pyodide-powered " + "browser chat. Keep answers short unless the user asks for detail." +) + +# OpenRouter's CORS preflight rejects the openai SDK's auto-injected +# x-stainless-* headers. Strip them with an httpx request hook before send. +_STAINLESS_HEADERS = { + "x-stainless-lang", + "x-stainless-package-version", + "x-stainless-os", + "x-stainless-arch", + "x-stainless-runtime", + "x-stainless-runtime-version", + "x-stainless-async", + "x-stainless-retry-count", + "x-stainless-read-timeout", +} + + +async def _strip_stainless(request: httpx.Request) -> None: + request.headers = httpx.Headers( + {k: v for k, v in request.headers.items() if k.lower() not in _STAINLESS_HEADERS} + ) + + +_http_client = httpx.AsyncClient(event_hooks={"request": [_strip_stainless]}) + +openai_client: openai.AsyncOpenAI = openai.AsyncOpenAI( + base_url="https://openrouter.ai/api/v1", + api_key="placeholder", + http_client=_http_client, + default_headers={ + "HTTP-Referer": "http://localhost", + "X-Title": "Pyodide Chat GPT2", + }, +) + +history: list[dict[str, str]] = [{"role": "system", "content": SYSTEM_PROMPT}] + +message_queue: asyncio.Queue[tuple[str, str]] = asyncio.Queue() +loop: asyncio.AbstractEventLoop | None = None + + +async def handle_message(api_key: str, message: str) -> None: + openai_client.api_key = api_key + history.append({"role": "user", "content": message}) + try: + response = await openai_client.chat.completions.create( + model=MODEL, + messages=history, + max_completion_tokens=1024, + temperature=0.2, + ) + reply = response.choices[0].message.content or "" + history.append({"role": "assistant", "content": reply}) + await js_module.displayResponse(reply) + except Exception as exc: + # Roll back the just-appended user turn so a retry doesn't duplicate it. + if history and history[-1].get("role") == "user": + history.pop() + await js_module.displayError(f"{type(exc).__name__}: {exc}") + + +async def receiver() -> None: + while True: + api_key, message = await message_queue.get() + await handle_message(api_key, message) + + +def sender(api_key: str, message: str) -> None: + message_queue.put_nowait((api_key, message)) + + +async def main() -> None: + global loop + + loop = asyncio.get_running_loop() + loop.create_task(receiver()) + while True: + await asyncio.sleep(0.1) + + +sender_message_proxy = create_proxy(sender) +``` + +#### Funcionalidad Principal + +- **Capa de Transporte Personalizada**: Una clase `URLLib3Transport` + personalizada implementa `httpx.AsyncBaseTransport` para manejar solicitudes +de red sin depender de la API fetch nativa de JavaScript. Esta capa permite una +gestión flexible de solicitudes HTTP, incluyendo lógica de reintento y +gestión de sesiones. + +- **Bucle de Eventos Asíncrono**: Al utilizar `asyncio`, la aplicación puede + gestionar tareas asíncronas de manera eficiente, asegurando que la +aplicación siga siendo receptiva, incluso cuando se trata de interacciones +lentas de red. + +- **Manejo de Mensajes**: La función `handle_message` gestiona la interacción + con la API de OpenAI. Construye una solicitud usando la entrada del usuario, +la envía a GPT-5.4-mini, y devuelve la respuesta de la IA al frontend a +través de la función `displayResponse` proporcionada en `js_module`. + +- **Conexión con JavaScript**: El `sender_message_proxy` es un puente + proporcionado por Pyodide que permite que JavaScript encole mensajes para ser +procesados por el bucle de eventos de Python. + +### Razonamiento y Alternativas + +- **URLLib3Transport**: La elección de usar un transporte personalizado en + lugar de clientes HTTP de nivel superior como `requests` se vuelve necesaria +debido a las limitaciones de Pyodide con las solicitudes de red, como en la +[solución del problema en +GitHub](https://github.com/pyodide/pyodide/issues/4292#issuecomment-1848861037). +Esta solución permite mayor flexibilidad y compatibilidad dentro del entorno +web en el que opera Pyodide. + +- **Diseño de la Interfaz Interactiva**: Aunque la interfaz de usuario permanece + minimalista en esta prueba de concepto, cumple con los objetivos actuales +mientras deja espacio para mejorar con interacciones más ricas, estilo o +soporte multicliente. + +### Desafíos y Consideraciones + +Construir esta aplicación presenta un conjunto único de desafíos: +- **Seguridad**: Gestionar una clave API dentro de una aplicación del lado del + cliente plantea riesgos de seguridad. Los usuarios deben ser cautelosos y, +potencialmente, emplear proxies del lado del servidor para cualquier +implementación en vivo. + +- **Rendimiento**: Las limitaciones del navegador y el estado alfa de Pyodide + implican restricciones de rendimiento. Es aconsejable que esto permanezca en +estado de prueba de concepto pendiente una mayor optimización. + +- **Sobrecarga de Instalación**: La necesidad de empaquetar archivos en formato + wheel de Python hace que el proceso de carga inicial sea pesado. Se podrían +explorar técnicas para simplificar la entrega de paquetes a los clientes. + +## Conclusión + +La aplicación descrita aquí demuestra las posibilidades de combinar Pyodide y +GPT-3 en un entorno basado en la web, ofreciendo una interfaz interactiva para +experimentar con capacidades de IA. Aunque sigue siendo una prueba de concepto, +abre la puerta a futuras iteraciones hacia una aplicación robusta y lista para +producción. + +```{note} + +Puedes encontrar el código completo aquí: https://github.com/jpchauvel/pyodide-chat-gpt2 +(Con este código, puedes probarlo con tokens de OpenRouter). + +[¡Pruébalo ahora!](https://chauvel.org/blog/pyodide-chat-gpt/) +(Necesitas un token de OpenAI) +``` diff --git a/_sources/blog/integrando-jupyterlite-en-sphinx.md.txt b/_sources/blog/integrando-jupyterlite-en-sphinx.md.txt new file mode 100644 index 00000000..235fb395 --- /dev/null +++ b/_sources/blog/integrando-jupyterlite-en-sphinx.md.txt @@ -0,0 +1,135 @@ +--- +blogpost: true +date: 08 Apr, 2024 +author: hellhound +location: Lima, Perú +category: JupyterLite +tags: jupyterlite, sphinx +language: Español +--- + +# Explorando JupyterLite e integrándolo en tu blog de Sphinx + +![JupyterLite](/_static/images/jupyterlite.png){ height=300px align=center } + +## Introducción + +Como desarrollador y entusiasta de data, siempre me encuentro explorando nuevas +tecnologías y herramientas para mejorar mis proyectos y documentación. +Recientemente, mi curiosidad me llevó a descubrir JupyterLite, una +implementación ligera de JupyterLab que se ejecuta completamente en el navegador +sin necesidad de un servidor. Intrigado por sus capacidades, decidí experimentar +con la integración de JupyterLite en mi blog de Sphinx utilizando la extensión +jupyterlite-sphinx. En esta publicación, compartiré mi experiencia de integrar +JupyterLite en mi documentación y los pasos que tomé para hacer que funcione sin +problemas con mi blog construido con Sphinx. + +## Instalación y configuración + +El primer paso para integrar JupyterLite en tu documentación de Sphinx es +instalar el paquete `jupyterlite-sphinx`. Puedes hacer esto fácilmente usando +pip: + +```sh +pip install jupyterlite-sphinx +``` + +Después de instalar la extensión, necesitas agregarla a la lista de extensiones +en el archivo `conf.py` de tu proyecto de Sphinx: + +```sh +extensions = [ + 'jupyterlite_sphinx', + # Otras extensiones de Sphinx + # ... +] +``` + +Una vez que hayas agregado la extensión, JupyterLite debería aparecer +automáticamente en tu documentación en línea. Para previsualizarlo localmente, +puedes navegar al directorio de construcción (por ejemplo, `_build/html`) y +usar el servidor HTTP incorporado de Python para servir el sitio: + +```sh +python -m http.server +``` + +Por defecto, jupyterlite-sphinx no instala un kernel de Python. Si quieres +tener un kernel de Python disponible en tu documentación, puedes instalar ya sea +`jupyterlite-pyodide-kernel` o `jupyterlite-xeus` con pip: + +```sh +pip install jupyterlite-pyodide-kernel +``` + +## Configuración + +JupyterLite-sphinx proporciona varias opciones de configuración que te permiten +personalizar cómo se comporta JupyterLite en tu documentación. Puedes incrustar +contenido personalizado, como cuadernos y archivos de datos, en tu construcción +de JupyterLite especificando la variable `jupyterlite_contents` en tu archivo +`conf.py`: + +```python +jupyterlite_contents = ["./lugar/donde/estan/los/notebooks/", "mi_otro_notebook.ipynb"] +``` + +Si quieres cambiar el directorio de construcción predeterminado desde el +directorio `docs`, puedes especificar un directorio personalizado usando la +variable `jupyterlite_dir`: + +```python +jupyterlite_dir = "/lugar/donde/esta/el/directorio/lite" +``` + +Para preinstalar paquetes de Python en el entorno del kernel, puedes usar +`jupyterlite-pyodide` con el kernel `pyodide-python`. Puedes definir las +dependencias en un archivo `environment.yml` en tu directorio de documentos: + +```yaml +name: pyodide-python-kernel +channels: + - https://repo.mamba.pm/emscripten-forge + - https://repo.mamba.pm/conda-forge +dependencies: + - numpy + - matplotlib + - ipycanvas +``` + +Además, jupyterlite-sphinx proporciona una directiva `replite` de Sphinx que +te permite incrustar una consola REPLite en tu documentación. Esta directiva +acepta varias opciones, incluyendo el tipo de kernel, altura, texto del prompt y +color del prompt: + +```rst +.. replite:: + :kernel: python + :height: 600px + :prompt: ¡Prueba Replite! + :prompt_color: #dc3545 + + import matplotlib.pyplot as plt + import numpy as np + + x = np.linspace(0, 2 * np.pi, 200) + y = np.sin(x) + + fig, ax = plt.subplots() + ax.plot(x, y) + plt.show() +``` + +## Conclusión + +En conclusión, experimentar con JupyterLite e integrarlo en mi blog de Sphinx +usando la extensión jupyterlite-sphinx ha sido una experiencia gratificante. +La capacidad de integrar de manera fluida notebooks interactivos de Jupyter y +consolas REPL en mi documentación ha añadido un nuevo nivel de interactividad y +compromiso para mis lectores. Siguiendo los pasos de instalación y las opciones +de configuración proporcionadas por jupyterlite-sphinx, es fácil mejorar tu blog +construido con Sphinx con las características de JupyterLite. Espero con ansias +explorar aún más las posibilidades que JupyterLite abre para crear experiencias +de documentación dinámicas e interactivas. + +Blog post origingal en [https://www.chauvel.org/blog/embedding-jupyterlite-in-sphinx/](https://www.chauvel.org/blog/embedding-jupyterlite-in-sphinx/). diff --git a/_sources/blog/intro-criptografia.md.txt b/_sources/blog/intro-criptografia.md.txt new file mode 100644 index 00000000..a6120ebc --- /dev/null +++ b/_sources/blog/intro-criptografia.md.txt @@ -0,0 +1,535 @@ +--- +blogpost: true +date: Apr 11, 2024 +author: gnrfan +location: Lima, Perú +category: Tutorial +tags: tutorial, criptografia, seguridad, principiantes +language: Español +--- + +# Introducción a la criptografía con Python + +## Motivación de este artículo + +Para poder implementar correctamente las medidas mínimas de seguridad en tus proyectos con Python, +en particular las aplicaciones web, iremos desarrollando una serie de artículos en donde el objetivo +no es simplemente decirte que paquetes utilizar y que te vueltas un experto en copiar y pegar sino +que, por el contrario, entiendas los conceptos más básicos que te permitan apreciar y evaluar de +forma más efectiva y ¿porque no decirlo? profesional el nivel de seguridad de tu código. + +## Algunos conceptos básicos y un poco de contexto + +### ¿Qué es la criptografía? (versión para desarrolladores apurados) + +Es la disciplina que estudia las técnicas para transformar la información desde su formato original +a otro que permita protegerla del acceso por parte de usuarios no autorizados de forma que se pueda +prevenir cualquier adulteración y certificar su procedencia. + +### ¿Qué objetivos buscamos con el uso de la criptografía? + +Por lo general buscamos lograr 3 cosas con la criptografía: + +* **Confidencialidad:** Asegurar que la información sea consultada y utilizada solo por aquellas +personas que deban poder hacerlo según la voluntad del propietario o creador de la misma. +* **Integridad:** Garantizar que la información no sea alterada sin autorización. +* **Irrenunciabilidad:** Comprobar que las partes que participan en una trasacción son efectivamente +aquellas que dicen serlo y al mismo tiempo evitar que puedan negarlo. + +### Principales aplicaciones + +* **Seguridad informática:** Proteger datos de usuarios almacenandándo de forma cifrada (encriptada) en +medios sistemas de archivos o bases de datos, proteger las comunicaciones en comunicaciones en línea, +como el tráfico de la web o los correo electrónicos, etc. +* **Comercio electrónico y finanzas en línea:** Protección de las transacciones en línea, en particular cuando +tienen que ver con dinero: compras, ventas, préstamos, cambio de divisas, etc. +* **Firma digital:** Verificación de la autenticidad de documentos electrónicos de manera digital, algo que +en el Perú ya tiene valor legal desde que entró en vigencia la [Ley 27269: Ley de Firmas y Certificados Digitales](https://www.gob.pe/institucion/congreso-de-la-republica/normas-legales/292289-27269) +* **Criptomonedas y cadenas de bloques:** Las monedas digitales que utilizan la criptografía para garantizar +la seguridad y transparencia de las transacciones pero la tecnología subyacente de [cadena de bloques](https://es.wikipedia.org/wiki/Cadena_de_bloques?useskin=vector) +se utiliza justamente para asegurar la integridad e irrenunciabilidad de información legal, industrial y +comercial, algo que [ya](https://andina.pe/agencia/noticia-minsur-utiliza-blockchain-para-hacer-trazable-toda-su-produccion-estano-955107.aspx) [empieza](https://gestion.pe/economia/empresas/minera-poderosa-incorpora-blockchain-para-abordar-conflictos-sociales-minera-poderosa-incorpora-blockchain-blockchain-noticia/) +[a](https://es.cointelegraph.com/news/peruvian-vanilla-farm-adopts-blockchain-to-improve-traceability-and-quality) [ocurrir](https://medium.com/@stamping.io/certificado-de-vacunaci%C3%B3n-covid-del-per%C3%BA-utilizastamping-io-para-evidencias-blockchain-9b57dee42228) +en el Perú, sobretodo en los sectores mineros, agroindustriales y salud soportando procesos de trazabilidad de documentos y transacciones. + +### Regulaciones y normas legales que exigen el uso de la criptografía en el Perú + +Como la mayoría de paises del mundo, el Perú ya tiene en vigencia regulaciones y leyes que exigen el uso +de la criptografía en las aplicaciones y por lo tanto afectan nuestro trabajo diario. + +La principal es la [Ley 29733: Ley de Protección de Datos Personales](https://www.gob.pe/institucion/congreso-de-la-republica/normas-legales/243470-29733) +que ya entró en vigor hace más de 10 años y que en sus artículos 39 al 41 se ocupa de detalles como la implementación +de controles de acceso (inicio de sesión, gestión de privilegios) y el empleo de cifrado, firmas digitales y sumas de +verificación, en particular para el almacenamiento y transferencia de datos personales de ciudadanos peruanos entre +distintas organizaciones. + +Esta misma ley hace referencia a la norma técnica peruana [NTP-ISO/IEC 17799](https://spij.minjus.gob.pe/Graficos/Peru/2007/agosto/25/RM-246-2007-PCM_25-08-07.pdf) +del 2007 que no solo menciona técnicas criptográficas como las que estamos buscando hacer más conocidas en este artículo +sino también buenas prácticas sobre otros aspectos de la seguridad informática y la continuidad del negocio como la +gestión de las brechas de seguridad, el reporte de vulnerabilidades y el análisis de riesgos. + +### ¿Cómo te impacta como desarrollador? + +* Requiriendo que sepas implementar correctamente mecanismos de autenticación y autorización. +* Requiriendo que sepas como almacenar adecuadamente contraseñas y otros secretos en bases de datos. +* Requiriendo que sepas como inyectar secretos en tu código en tiempo de ejecución y durante el despliegue +sin que los mismos sean parte de tu código fuente y mucho menos sean incluidos en repositorios bajo +control de versiones. +* Requiriendo que puedas utilizar sumas de verificación y firmas digitales en tus procesos de IT para +garantizar la integridad y no repudio de los datos. + +### Tipos de criptografía que nos interesan + +* **Criptografía de clave simétrica:** Se utiliza una única clave para cifrar y descifrar la información. +Es eficiente para comunicaciones donde las partes confían entre sí. +* **Criptografía de clave asimétrica:** Se utilizan dos claves diferentes, una pública y otra privada. +La clave pública se utiliza para cifrar la información, y la clave privada para descifrarla. +Es ideal para comunicaciones donde no hay confianza previa entre las partes. +* **Funciones hash:** Se utilizan para generar un resumen digital de la información. +Este resumen permite verificar la integridad de la información sin necesidad de descifrarla. + +### A ver explícamelo pero más facilito y con ejemplos + +* Cuando colocas una clave en un archivo comprimido con un programa como WinZip estas utilizando una clave simétrica +porque todos los que sepan esa clave podrán revertir el proceso de cifrado y obtener los archivos originales. +* Cuando utilizas PGP o GPG en tus correos o creas una billetera crypto estas utilizando una clave asimétrica. +De hecho, en el caso de las criptomonedas la dirección de la billetera se deriva de la llave pública. +* Otro ejemplo de es criptografía de clave asimétrica nos debería resultar familiar de cuando descargamos paquetes +de Linux desde un repositorio autorizado y conocido, ya que primero hay que descargar y registrar una llave pública +que permite verificar que los paquetes provienen de una fuente oficial de la distribución o del proyecto opensource +y no de una tercera parte que podría incluir en ellos código malicioso. +* Finalmente, un ejemplo muy conocido del uso de funciones de hashes para realizar sumas de verificación que te +debería resultar familiar, consiste en descargar una imagen ISO que nos permite instalar un sistema operativo como +Windows o alguna distribución de Linux empleando una memoria USB. Como el archivo es grande y puede tener varios +gigabytes el riesgo de que la información este corrupta por problemas en la descarga aumenta y antes de perder tiempo +intentando hacer la instalación con una imagen producto de una descarga fallida calculamos la suma de verificación +[MD5](https://es.wikipedia.org/wiki/MD5) ó [SHA-256](https://es.wikipedia.org/w/index.php?title=Secure_Hash_Algorithm&useskin=vector) +y confirmamos la integridad del archivo descargado comprobando que tenemos la descarga correcta. + +### Algunas ideas adicionales importantes antes de pasar a programar + +* Cifrado o encriptación es lo mismo. Según la [Real Academia de la Lengua Española](https://www.rae.es/) +los términos [cifrar](https://dle.rae.es/encriptar) y [encriptar](https://dle.rae.es/cifrar) son sinónimos y +la principal acepción que aparece listada es bastante clara: _Transcribir en guarismos, letras o símbolos, de acuerdo +con una clave, un mensaje o texto cuyo contenido se quiere proteger_. +* Los datos en binario no necesariamente estan cifrados en el sentido de que no se han transformado para protegerlos, +simplemente estan representados en su forma digital más sencilla posible empleando cifras binarias como el 0 y el 1. +* La codificación de secuencias de datos binarios en formatos que simplemente los cambian de base como +[Base 64](https://es.wikipedia.org/wiki/Base64) tampoco constituyen una forma de criptografía y se pueden revertir +de inmediato de manera directa ya se trata simplemente de un sistema de numeración posicional que utiliza los caracteres +imprimibles de la tabla ASCII original para definir un alfabeto con símbolos que se emplean para representar las cifras +del 1 al 64. Lo mismo sucede al representar datos binarios en formato [hexadecimal](https://es.wikipedia.org/wiki/Hexadecimal): +podría tratarse de información cifrada o en **texto plano** que es como se llama a la información que no esta siendo +cifrada para ser protegida. +* En criptografía un **secreto** es cualquier pieza de información que justamente, como su nombre lo dice, debe mantenerse +en secreto por parte de sus usuarios y no debería ser compartida con terceras personas, salvo en el caso de los llamados +secretos compartidos en donde dos o más partes utilizan el mismo secreto para verificar algo. Esto ocurre on los códigos de +6 u 8 dígitos empleados la autenticación por segundo factor empleando OTPs o contraseñas descartables en cuyo caso el mismo +secreto o semilla está almacenado tanto por el dispositivo que genera el código como en la infraestructura en la nube de +la página web o servicio en linea que lo verifica. +* Muchos de los algoritmos criptográficos hacen uso de números aleatorios o [pseudo-aleatorios](https://es.wikipedia.org/wiki/N%C3%BAmero_pseudoaleatorio) +ya que estos son la entrada para general llaves o actuan como las claves en los algorítmos de cifrado simétrico. + +## Ahora si manos a la obra con un poco de Python + +Las [funciones Hash](https://es.wikipedia.org/wiki/Funci%C3%B3n_hash) se inventaron originalmente para poder indexar y buscar información dentro de estructuras de datos en memoria de forma que las características de los datos como los valores más frecuentes no creen una distribución poco uniforme pero rápidamente encontraron otros usos, especialmente para comparar datos de forma más simple sin tener que comparar todo el contenido de una cadena o archivo sino solo los resultados devueltos por la función hash, que dado que se producen por un proceso determinístico sin aleatoriedad, siempre van a dar el mismo resultado. + +Cuando empecé a aprender un poco de estos temas rápidamente confirmé una intuición matemática: ¿si el conjunto de valores de entrada es infinito pero el conjunto de valores de salida es finito no vamos a obtener valores repetidos? Sí. Cualquier función de hash puede tener teóricamente infinitos valores que devuelvan el mismo resultado y por lo tanto, infinitas **colisiones** como se llaman a los casos en donde el resultado es idéntico. + +La gracia está en que, en la práctica, los algoritmos de hashing que usamos emplean internamente series de matrices que descomponen los bits de la entrada y los mandan por distintos "circuitos" que reducen muy significativamente el riesgo de encontrar una colisión en nuestro dia a dia. Cuando un cierto algoritmo empieza a tener un número potencialmente problemático de colisiones para usos reales del dia a dia, se suele dejar de utilizar y es reemplazado por otro más robusto, asi esto implique hacer más cálculos y por lo tanto gastar un poco más de energía y dinero para computar el resultado. + +Es asi, que por ejemplo, a pesar de que el nombre MD5 aún suena y es popular, hoy por hoy en pleno 2024 se recomienda en su lugar el uso de SHA-256 ó SHA-512 para sumas de verificación que comprueban la integridad de archivos. El algoritmo [BLAKE2b](https://en.wikipedia.org/wiki/BLAKE_(hash_function)) es otro un poco más nuevo que ofrece un buen balance entre velocidad (complejidad del cómputo) y seguridad (probabilidad de obtener una colisión). + +### Computando el hash de una simple cadenita de texto + +La librería estándar de Python incluye implementaciones para las principales funciones hash en el [módulo hashlib](https://docs.python.org/es/3/library/hashlib.html). + +A continuación una pequeña demo de como usar estas funciones: + +```python +import hashlib + +cadenas = ["", "Hola mundo"] + +for cadena in cadenas: + print(f"Cadena: {cadena}") + + # Calcular hashes + hash_md5 = hashlib.md5(cadena.encode()).hexdigest() + hash_sha1 = hashlib.sha1(cadena.encode()).hexdigest() + hash_sha256 = hashlib.sha256(cadena.encode()).hexdigest() + hash_sha512 = hashlib.sha512(cadena.encode()).hexdigest() + hash_blake2b = hashlib.blake2b(cadena.encode()).hexdigest() + + # Imprimir resultados + print(f"MD5: {hash_md5}") + print(f"SHA-1: {hash_sha1}") + print(f"SHA-256: {hash_sha256}") + print(f"SHA-512: {hash_sha512}") + print(f"Blake2b: {hash_blake2b}") + print() +``` + +**Salida:** + +``` +Cadena: +MD5: d41d8cd98f00b204e9800998ecf8427e +SHA-1: da39a3ee5e6b4b0d3255bfef95601890afd80709 +SHA-256: e3b0c44298fc1c149afbf4c8996fb92427ae41e4649b934ca495991b7852b855 +SHA-512: cf83e1357eefb8bdf1542850d66d8007d620e4050b5715dc83f4a921d36ce9ce47d0d13c5d85f2b0ff8318d2877eec2f63b931bd47417a81a538327af927da3e +Blake2b: 786a02f742015903c6c6fd852552d272912f4740e15847618a86e217f71f5419d25e1031afee585313896444934eb04b903a685b1448b755d56f701afe9be2ce + +Cadena: Hola mundo +MD5: f822102f4515609fc31927a84c6db7f8 +SHA-1: c083106c930790151165b95bd11860724e3836cb +SHA-256: ca8f60b2cc7f05837d98b208b57fb6481553fc5f1219d59618fd025002a66f5c +SHA-512: 34ddb0edac59e441459e07cf33bd628f53fbbf752141125f069f32081b169f933666c71b2f1b83031da66bc905a1e72af7c6cfd779fc197513639a098f94c641 +Blake2b: d716858301360c6ba4619931eacd9ccb3f18c99b7dbc872c95fabb5f6e8e8f88560497234c51b230fad8bcae894977ee0448e4d16078a67406222f84e1406343 +``` + +Nótese que en todos los casos utilizamos el método `hexdigest` para obtener una representación en forma de cadena de texto con dígitos hexadecimales ya que la salida en si de la función es una secuencia de datos binaria. El formato hexadecimal es baste cómodo para inspeccionar secuencias binarias ya que cada cifra representa un [nibble](https://es.wikipedia.org/wiki/Nibble) o "medio byte", es decir, 4 ceros o unos de los 8 que componen un byte. + +Si deseas, ejecuta el script varias veces y comprueba que los valores computados siempre son los mismos. Esa es una de las características importantes de las funciones de hash. + +Prueba tu mismo modificando el programa para calcular los hashes de cadenas prácticamente idénticas y verás que el resultado es totalmemnte distinto: + +``` +Cadena: Hola mundo +MD5: f822102f4515609fc31927a84c6db7f8 +SHA-1: c083106c930790151165b95bd11860724e3836cb +SHA-256: ca8f60b2cc7f05837d98b208b57fb6481553fc5f1219d59618fd025002a66f5c +SHA-512: 34ddb0edac59e441459e07cf33bd628f53fbbf752141125f069f32081b169f933666c71b2f1b83031da66bc905a1e72af7c6cfd779fc197513639a098f94c641 +Blake2b: d716858301360c6ba4619931eacd9ccb3f18c99b7dbc872c95fabb5f6e8e8f88560497234c51b230fad8bcae894977ee0448e4d16078a67406222f84e1406343 + +Cadena: hola mundo +MD5: 0ad066a5d29f3f2a2a1c7c17dd082a79 +SHA-1: 459567d3bde4418b7fe302ff9809c4b0befaf7dd +SHA-256: 0b894166d3336435c800bea36ff21b29eaa801a52f584c006c49289a0dcf6e2f +SHA-512: e361ecc31f2aac2066a3103d3b14dc63b5984b028f9f2d09dee67460ce2702bc81673acf58109b553324852c62a227d9a75d4c2f686580270fe143048f47c33c +Blake2b: a7f66e229a2bcc6a4e6ec009c08994a958842e592883a30826f81135437719a0408a9f21ea252c3cee582cd05f254b5fb7e6c06db0fa0c8c9f2682051451a275 +``` + +Esa es, justamente, otra de las características importantes de las funciones hash. + +Si buscamos una representación mas corta, lo que podría ser útil si el valor calculado se va a incluir en URLs o compartir con terceras personas, la solida podría representarse también en formato binario, octal y otras representaciones populares como [Base58](https://bitcoinwiki.org/wiki/base58) que es lo que usa Bitcoin para mejorar la legibilidad de las direcciones de las billeteras evitando costosos errores (como potencialmente transferir a la dirección equivocada) al eliminar símbolos que se pueden confundir entre si como al `0` y la `O` (letra "O" mayúscula) o el `1` y la letra `l` (letra "L" minúscula). + +```python +import hashlib +import base64 +from base58 import b58encode + +# Calcular el hash SHA-256 +hash_sha256 = hashlib.sha256("Hola mundo".encode()).digest() + +# Convertir el hash a base58 +hash_base58 = b58encode(hash_sha256) + +# Convertir el hash a base64 +hash_base64 = base64.b64encode(hash_sha256).decode() + +# Imprimir resultados +print(f"SHA-256: {hash_sha256.hex()}") +print(f"Base58: {hash_base58.decode()}") +print(f"Base64: {hash_base64}") +``` + +**Salida:** + +``` +SHA-256: ca8f60b2cc7f05837d98b208b57fb6481553fc5f1219d59618fd025002a66f5c +Base58: EdiADfcJoH3PNhpomw1FsTXuNCJ1DTKzsFzDAg18YbmM +Base64: yo9gssx/BYN9mLIItX+2SBVT/F8SGdWWGP0CUAKmb1w= +``` + +En este último ejemplo si estamos usando el paquete [Base58](https://pypi.org/project/base58/) de [Pypi](https://pypi.org/) que puedes instalar ejecutando `pip install base58` para instalarlo dentro de tu entorno virtual de Python. + +Si no sabes como, acá una guia muy rápida con los comandos que tienes que ejecutar en tu shell: + +```sh +python -m venv env +source env/bin/activate +pip install base58 +python ejemplo_02.py +``` + +### Verificando un archivo .iso + +Imagineremos que tienes a la mano el archivo ISO de Ubuntu 20.04 que se puede descargar de [acá](https://releases.ubuntu.com/22.04.4/ubuntu-22.04.4-desktop-amd64.iso): (cuidado que son 4.7 GB y puede tomar algunos minutos). + +El código fuente para poder calcular el hash es el que sigue: + +```python +import argparse +import hashlib + +def calcular_hash_sha256(ruta_archivo): + """ + Calcula el hash SHA-256 de un archivo. + + Args: + ruta_archivo (str): Ruta al archivo. + + Returns: + str: Hash SHA-256 del archivo. + """ + with open(ruta_archivo, "rb") as archivo: + hash_sha256 = hashlib.sha256() + for bloque in iter(lambda: archivo.read(4096), b""): + hash_sha256.update(bloque) + return hash_sha256.hexdigest() + +def main(): + # Crear un analizador de argumentos + parser = argparse.ArgumentParser(description="Calcular el hash SHA-256 de un archivo") + parser.add_argument("ruta_archivo", help="Ruta al archivo") + + # Parsear los argumentos + args = parser.parse_args() + + # Si no se ha pasado la ruta al archivo, mostrar la ayuda + if not args.ruta_archivo: + parser.print_help() + return + + # Calcular el hash SHA-256 del archivo + hash_sha256 = calcular_hash_sha256(args.ruta_archivo) + + # Imprimir el hash SHA-256 + print(f"Hash SHA-256 del archivo {args.ruta_archivo}: {hash_sha256}") + +if __name__ == "__main__": + main() +``` + +Por favor, presta atención a algunos detalles de la implementación: + +* Estamos empleando un [gestor de contexto](https://python-intermedio.readthedocs.io/es/latest/context_managers.html) +para abrir el archivo y cerrarlo automáticamente al final. +* El archivo original se esta leyendo en bloques de 4096 bytes a la vez y en modo binario. +* Estamos creando un objeto [iterador](https://python-intermedio.readthedocs.io/es/latest/generators.html?highlight=iterador#iterador) a partir de una función anónima para poder emplear un bucle `for` +* La función `sha256` del módulo `hashlib` devuelve un objeto que permite computar parcialmente el hash a partir +de la función de hash seleccionada que en nuestro caso es SHA-256. Internamente, por razones de eficiencia Python +está empleando a su vez funciones criptográficas de la librería de código abierto [OpenSSL](https://www.openssl.org/). +* La naturaleza de los algoritmos de hashing permite que el contenido se vaya procesando en bloques lo que cual +facilita mucho las cosas porque no tenemos que cargar los 4.7 GB en memoria. Esto se logra con el método `update`. + +**Ejecución:** + +```sh +python calcular_hash_sha1.py ubuntu-22.04.4-desktop-amd64.iso +``` + +**Salida:** + +``` +Hash SHA-256 del archivo ubuntu-22.04.4-desktop-amd64.iso: 071d5a534c1a2d61d64c6599c47c992c778e08b054daecc2540d57929e4ab1fd +``` + +El valor obtenido es el correcto como puedes comparar dando una mirada al contenido de este archivo: + +https://releases.ubuntu.com/22.04.4/SHA256SUMS + +``` +071d5a534c1a2d61d64c6599c47c992c778e08b054daecc2540d57929e4ab1fd *ubuntu-22.04.4-desktop-amd64.iso +45f873de9f8cb637345d6e66a583762730bbea30277ef7b32c9c3bd6700a32b2 *ubuntu-22.04.4-live-server-amd64.iso +``` + +Para darte una mejor idea de que tan pesadas pueden ser estas operaciones con archivos grandes yo si descargué el +archivo ISO original y ejecuté el script con Python 3.11.3 en una PC bastante modesta con un procesador Intel Core i3 +corriendo a 3.70 Ghz corriendo en Ubuntu 22.04 en WSL2 y me demoró casi 5 minutos: + +``` +time python calcular_hash_sha256.py ubuntu-22.04.4-desktop-amd64.iso +Hash SHA-1 del archivo ubuntu-22.04.4-desktop-amd64.iso: 071d5a534c1a2d61d64c6599c47c992c778e08b054daecc2540d57929e4ab1fd + +real 4m59.383s +user 0m29.578s +sys 0m8.694s +``` + +El comando `sha256sum` que viene incluido con Ubuntu permite realizar el proceso de forma sustancialmente más sencilla y rápida tomando esta vez +1 minuto y 16 segundos: + +```sh +time sha256sum ubuntu-22.04.4-desktop-amd64.iso +071d5a534c1a2d61d64c6599c47c992c778e08b054daecc2540d57929e4ab1fd ubuntu-22.04.4-desktop-amd64.iso + +real 1m16.814s +user 0m22.480s +sys 0m1.465s +``` + +Acá lo importante es hacernos una idea de la diferencia de tiempos ya que en este caso el cómputo del hash se completó aproximadamente +unas 4 veces más rápido. + +## ¿Cómo se ve una implementación de la funcion SHA-256 en Python puro? + +Más o menos así: + +```python +#!/usr/bin/python +__author__ = 'Thomas Dixon' +__license__ = 'MIT' + +import copy +import struct +import sys + + +def new(m=None): + return sha256(m) + +class sha256(object): + _k = (0x428a2f98L, 0x71374491L, 0xb5c0fbcfL, 0xe9b5dba5L, + 0x3956c25bL, 0x59f111f1L, 0x923f82a4L, 0xab1c5ed5L, + 0xd807aa98L, 0x12835b01L, 0x243185beL, 0x550c7dc3L, + 0x72be5d74L, 0x80deb1feL, 0x9bdc06a7L, 0xc19bf174L, + 0xe49b69c1L, 0xefbe4786L, 0x0fc19dc6L, 0x240ca1ccL, + 0x2de92c6fL, 0x4a7484aaL, 0x5cb0a9dcL, 0x76f988daL, + 0x983e5152L, 0xa831c66dL, 0xb00327c8L, 0xbf597fc7L, + 0xc6e00bf3L, 0xd5a79147L, 0x06ca6351L, 0x14292967L, + 0x27b70a85L, 0x2e1b2138L, 0x4d2c6dfcL, 0x53380d13L, + 0x650a7354L, 0x766a0abbL, 0x81c2c92eL, 0x92722c85L, + 0xa2bfe8a1L, 0xa81a664bL, 0xc24b8b70L, 0xc76c51a3L, + 0xd192e819L, 0xd6990624L, 0xf40e3585L, 0x106aa070L, + 0x19a4c116L, 0x1e376c08L, 0x2748774cL, 0x34b0bcb5L, + 0x391c0cb3L, 0x4ed8aa4aL, 0x5b9cca4fL, 0x682e6ff3L, + 0x748f82eeL, 0x78a5636fL, 0x84c87814L, 0x8cc70208L, + 0x90befffaL, 0xa4506cebL, 0xbef9a3f7L, 0xc67178f2L) + _h = (0x6a09e667L, 0xbb67ae85L, 0x3c6ef372L, 0xa54ff53aL, + 0x510e527fL, 0x9b05688cL, 0x1f83d9abL, 0x5be0cd19L) + _output_size = 8 + + blocksize = 1 + block_size = 64 + digest_size = 32 + + def __init__(self, m=None): + self._buffer = '' + self._counter = 0 + + if m is not None: + if type(m) is not str: + raise TypeError, '%s() argument 1 must be string, not %s' % (self.__class__.__name__, type(m).__name__) + self.update(m) + + def _rotr(self, x, y): + return ((x >> y) | (x << (32-y))) & 0xFFFFFFFFL + + def _sha256_process(self, c): + w = [0]*64 + w[0:16] = struct.unpack('!16L', c) + + for i in range(16, 64): + s0 = self._rotr(w[i-15], 7) ^ self._rotr(w[i-15], 18) ^ (w[i-15] >> 3) + s1 = self._rotr(w[i-2], 17) ^ self._rotr(w[i-2], 19) ^ (w[i-2] >> 10) + w[i] = (w[i-16] + s0 + w[i-7] + s1) & 0xFFFFFFFFL + + a,b,c,d,e,f,g,h = self._h + + for i in range(64): + s0 = self._rotr(a, 2) ^ self._rotr(a, 13) ^ self._rotr(a, 22) + maj = (a & b) ^ (a & c) ^ (b & c) + t2 = s0 + maj + s1 = self._rotr(e, 6) ^ self._rotr(e, 11) ^ self._rotr(e, 25) + ch = (e & f) ^ ((~e) & g) + t1 = h + s1 + ch + self._k[i] + w[i] + + h = g + g = f + f = e + e = (d + t1) & 0xFFFFFFFFL + d = c + c = b + b = a + a = (t1 + t2) & 0xFFFFFFFFL + + self._h = [(x+y) & 0xFFFFFFFFL for x,y in zip(self._h, [a,b,c,d,e,f,g,h])] + + def update(self, m): + if not m: + return + if type(m) is not str: + raise TypeError, '%s() argument 1 must be string, not %s' % (sys._getframe().f_code.co_name, type(m).__name__) + + self._buffer += m + self._counter += len(m) + + while len(self._buffer) >= 64: + self._sha256_process(self._buffer[:64]) + self._buffer = self._buffer[64:] + + def digest(self): + mdi = self._counter & 0x3F + length = struct.pack('!Q', self._counter<<3) + + if mdi < 56: + padlen = 55-mdi + else: + padlen = 119-mdi + + r = self.copy() + r.update('\x80'+('\x00'*padlen)+length) + return ''.join([struct.pack('!L', i) for i in r._h[:self._output_size]]) + + def hexdigest(self): + return self.digest().encode('hex') + + def copy(self): + return copy.deepcopy(self) +``` + +Este código [ha sido tomado](https://github.com/thomdixon/pysha2/blob/master/sha2/sha256.py) el repositorio [https://github.com/thomdixon/pysha2] de [Thom Dixon](https://github.com/thomdixon). + +Como puedes ver, no es una implementación trivial. Por lo general -y siguiendo con el ejemplo de MD5-, en el mundo de la seguridad informática, +estos algortimos son presentados en congresos académicos como [CRYPTO 1991](https://www.iacr.org/cryptodb/data/conf.php?year=1991&venue=crypto) +y buscan ser ampliamente difundidos para poder detectar vulnerabilidades en el mismo diseño. + +El diseñador de este algoritmo, [Ronald Rivest](https://en.wikipedia.org/wiki/Ron_Rivest), que es la "R" de [RSA](https://www.rsa.com/), lo +difundió a través de un memo recogido en el [RFC 1321](https://www.rfc-es.org/rfc/rfc1321-es.txt) publicado en 1992 y tan pronto como en 1993 +ya empezaron a aparecer [varios](https://link.springer.com/content/pdf/10.1007/3-540-48285-7_26.pdf) [otros](https://ftp.arnes.si/packages/crypto-tools/rsa.com/cryptobytes/crypto2n2.pdf.gz) +[papers](https://web.archive.org/web/20090521001714/http://www.infosec.sdu.edu.cn/uploadfile/papers/How%20to%20Break%20MD5%20and%20Other%20Hash%20Functions.pdf) +señalando las vulnerabilidades y como implementar ataques. + +Contar con implementaciones de código abierto de funciones criptográficas y herramientas de seguridad es importante ya que, a pesar de que pueden [ser explotadas](https://nvd.nist.gov/vuln/detail/CVE-2020-22916) ingeniosamente por atacantes que incluyen código malicioso en proyectos infiltrándose en el equipo de mantenedores como pasó como [las herramientas XZ](https://es.wikipedia.org/wiki/XZ_Utils), es la propia naturaleza abierta y la capacidad de escrutinio del opensource lo que permitió a [Andrés Freund](https://www.linkedin.com/in/andres-freund/), un desarrollador alemán del equipo de [Postgres](https://www.postgresql.org/) y empleado de Microsoft a [descubrir la puerta trasera](https://en.wikipedia.org/wiki/XZ_Utils_backdoor) que había sido implantada años antes y que podría haber facilitado muy serios ciberataques de escala global como lo reportó la prensa [internacional](https://arstechnica.com/security/2024/04/what-we-know-about-the-xz-utils-backdoor-that-almost-infected-the-world/) y [nacional](https://elcomercio.pe/tecnologia/ciberseguridad/como-un-ingeniero-evito-un-ciberataque-global-al-notar-que-un-programa-demoraba-medio-segundo-mas-en-cargar-linux-seguridad-informatica-vulnerabilidad-noticia/). + +## Ejercicio propuesto + +¿Quieres aplicar tu nuevo conocimiento sobre las funciones de hashing a un problema concreto? ¡Intenta resolver este reto! + +Diseña un programa en Python que encuentre y reporte archivos contenido duplicado en una carpeta y todas sus subcarpetas. + +Aquí algunas sugerencias: + +* Emplee una función de hashing como SHA-256 para computar el hash del contenido de cada archivo. +* Utiliza estos hashes como las llaves de un diccionario que mantenga listas con las rutas absolutas de los archivos que tienen +el mismo contenido. +* Reporta aquellas listas que tengan dos o más archivos, es decir, donde existan archivos con contenido duplicado. +* Utiliza la función [glob](https://docs.python.org/es/3/library/hashlib.html) para iterar sobre todos los archivos presentes +en la carpeta actual y sus subcarpetas. +* Apóyate en herramientas de inteligencia artificial generativa como ChatGPT, Gemini o Claude para general el código o depurarlo +si te quedas atorado o tienes problemas para depurarlo. + +## Repaso, conclusiones y cierre + +### Repaso + +Lo más importante que debes recordar de este artículo es que la criptografía ayuda a proteger la información contra actores potencialmente maliciosos y esto se logra empleando distintos algoritmos que transforman los datos de forma reversible pero también irreversible. Ambas cosas son útiles y tienen una gran variedad de aplicaciones en un gran número de casos de uso. + +Hay 3 tipos de algoritmos critográficos que nos interesan más como desarrolladores: aquellos que usan claves simétricas y son reversibles, como cifrar un archivo empleando un password, aquellos que usan claves asimétricas, como una pareja de claves pública y privada que es la base de las firmas y certificados digitales como los que protegen el tráfico web o las conexiones por SSH y las funciones hash que nos permiten verificar la integridad de los archivos o comprobar contraseñas almacenándolas en un formato cifrado con técnicas que mitigan el riesgo de ataques. + +### Conclusiones + +* La librería estándar de Python incluye implementaciones razonablemente eficientes de las principales funciones de hashing integrandose con librerías (bibliotecas) como OpenSSL. +* El cómputo de sumas de verificación con funciones hash se puede realizar de manera incremental sobre archivos bastante grandes. +* La implementación de estas funciones no es algo trivial, exige mucha investigación y diseño y se beneficia del exhaustivo escrutinio de los investigadores en ciberseguridad y la implementación por parte de proyectos de código abierto que permiten que el código sea auditable. + +### Cierre + +Si no conocías mucho de estos temas o si ya te estabas olvidando de lo que aprendiste alguna vez, espero que este artículo te haya servido como una introducción +ó te haya ayudado a recordar algunos de estos conceptos que hoy por hoy son tan fundamentales. + +En un siguiente artículo explicaremos como emplear funciones hash para almacenar contraseñas en bases de datos con un nivel de seguridad adecuada. + +**SPOILER:** No es tan sencillo como computar directamente una de estas funciones y ya sino que hay que combinarlas con otras técnicas y aplicarlas cientos o miles de veces sobre la salida de ellas mismas para aumentar el costo computacional de un eventual ataque por fuerza bruta. diff --git a/_sources/blog/leyendo-csv-pandas-python.md.txt b/_sources/blog/leyendo-csv-pandas-python.md.txt new file mode 100644 index 00000000..390fe097 --- /dev/null +++ b/_sources/blog/leyendo-csv-pandas-python.md.txt @@ -0,0 +1,132 @@ +--- +blogpost: true +date: Apr 4, 2024 +author: jbolo +location: Lima, Perú +category: Snippets +tags: csv, pandas, utilidades +language: Español +--- + +# Leyendo archivos CSV con Pandas + +En esta publicación, discutiremos cómo leer archivos CSV usando pandas, una biblioteca básica para el manejo de datos escritos en Python. + +![Python developer](/_static/images/biblioteca_pandas.jpg) + +Primero nos aseguraremos de tener instalado Pandas en nuestro sistema y con Python 3: + +```bash +pip install pandas +``` + +Usaremos un archivo base para empezar `sample.csv`: + +```text +id,name,job,score +1,'Wilmer Pacheco','Software Engineer',92 +2,'Bruno Cordova','Assassin',95 +3,'Cexitar Anaya','Batman',99 +4,'Yisas Manchego','Superman',95 +``` + +## Cargando el archivo CSV: + +Para leer el archivo CSV usando pandas, nosotros usaremos la funcion `read_csv`: + +```python +import pandas +df = pandas.read_csv('data/sample.csv') +print(df) +``` + +La salida de la ejecución será de la siguiente manera: + +```bash +$ python sample.py + id name job score +0 1 'Wilmer Pacheco' 'Software Engineer' 92 +1 2 'Bruno Cordova' 'Assassin' 95 +2 3 'Cexitar Anaya' 'Batman' 99 +3 4 'Yisas Manchego' 'Superman' 95 +``` + +El comando generará una salida de lectura amigable de acuerdo al contenido del archivo CSV. + +## Indicando el separador: + +El archivo CSV no necesariamente usa la coma como separador, este podría ser cualquier caracter como `\t`, `|` … etc. + +Afortunadamente, hay una opcion en la función `read_csv`que ayuda a cargar los archivos CSV con un separador en específico. + +```python +df = pandas.read_csv('data/sample.csv', sep='\t') +``` + +El alias para `sep` es `delimiter`. El resultado será el mismo. + +```python +df = pandas.read_csv('data/sample.csv', delimiter='\t') +``` + +El separador puede ser una secuencia de caracteres. + +```python +df = pandas.read_csv('data/sample.csv', sep='||') +``` + + +## Control de la fila cabecera: + +CSV file might not have the header row, so if you execute the script in this case: +El archivo CSV podría no tener una fila cabecera, si se ejecuta el script: + +```python +df = pandas.read_csv('data/sample.csv') +``` + +La salida muestra: + +```python + 1 'Wilmer Pacheco' 'Software Engineer' 92 +0 2 'Bruno Cordova' 'Assassin' 95 +1 3 'Cexitar Anaya' 'Batman' 99 +2 4 'Yisas Manchego' 'Superman' 95 +``` + +pandas asumirá que la primera fila es la cabecera. + +Para ello, nosotros podemos pasar la opcion `header=None` y decirle a pandas que no hay fila cabecera en el archivo CSV. + +```python +df = pandas.read_csv('data/sample.csv', header=None) +``` + +y tendremos la salida: + +```text + 0 1 2 3 +0 1 'Wilmer Pacheco' 'Software Engineer' 92 +1 2 'Bruno Cordova' 'Assassin' 95 +2 3 'Cexitar Anaya' 'Batman' 99 +3 4 'Yisas Manchego' 'Superman' 95 +``` + +Como no especificamos ningún encabezado, pandas usa un valor entero para indexar la fila del encabezado. + +También podemos establecer nombres para cada columna mediante la opción `names=[]` option. + + +```python +df = pandas.read_csv('data/sample.csv', names=['id', 'nombre', 'trabajo', 'score']) +``` + +Esto nos mostrará la salida: + +```text + id name job score +0 1 'Wilmer Pacheco' 'Software Engineer' 92 +1 2 'Bruno Cordova' 'Assassin' 95 +2 3 'Cexitar Anaya' 'Batman' 99 +3 4 'Yisas Manchego' 'Superman' 95 +``` diff --git a/_sources/blog/manejo-timezones-python.md.txt b/_sources/blog/manejo-timezones-python.md.txt new file mode 100644 index 00000000..89fded44 --- /dev/null +++ b/_sources/blog/manejo-timezones-python.md.txt @@ -0,0 +1,80 @@ +--- +blogpost: true +date: Apr 2, 2024 +author: soloidx +location: Lima, Perú +category: Snippets +tags: utilidades +language: Español +--- + +# Manejo de time zones en Python + +Una de las tareas muy frecuentes para un desarrollador es el manejo de fechas, y siempre es un dolor de cabeza manejar los time zones, si bien, actualmente existen librerías que nos ayudan enormemente en este proceso podemos repasar básicamente cómo implementar time zones por nosotros mismos. + +![Python developer](/_static/images/ia_developer_datetime.jpg) + +## Uso simple con UTC: + +Normalmente se puede hacer uso de la librería `datetime.timezone` para obtener el timezone UTC: + +```python +from datetime import datetime, timezone +foo = datetime.now(timezone.utc) +bar = datetime(hour=12, minute=11, tzinfo=timezone.utc) +``` + +El módulo `timezone` tiene sólo UTC (+00hrs) pero podemos tenemos otras alternativas para insertar otros time zones: + +## Usando ZoneInfo: + +Python (3.9+) también incluye un módulo con time zones llamado `zoneinfo` que contiene una lista de implementaciones de time zones estándar: + +```python +from zoneinfo import ZoneInfo + +lima_tz = ZoneInfo("America/Lima") +lima_time = datetime.now(lima_tz) + +print(lima_time) +# 2024-04-02 21:30:27.906895-05:00 +``` + + +## Crear timezones mas complejos + + +Si en algún momento necesitamos crear un time zone más complicado, podemos crear una subclase de `tzinfo` y ponerle las propiedades que queramos: + + +```python +from datetime import datetime, timedelta, tzinfo + +class LimaTZ(tzinfo): + def utcoffset(self, dt): + return timedelta(hours=-5) + def dst(self, dt): + return timedelta(0) + def tzname(self, dt): + return "PET" + +lima_tz = LimaTZ() +lima_time = datetime.now(lima_tz) +``` + +Éste es un ejemplo de un timezone creado para la ciudad de Lima, Perú (-5:00hrs) + +## Usando Pytz: + +Y para terminar este post ponemos la solución más básica utilizando Pytz (necesita ser instalado independientemente) la ventaja de Pytz es que nos permite el soporte para versiones de python antiguas a 3.9: + +```python +from datetime import datetime + +from pytz import timezone + +lima_tz = timezone("America/Lima") +lima_time = datetime.now(lima_tz) +``` + +Ya para terminar, espero que este artículo les haya resultado de utilidad y en un futuro publicaré otro artículo sobre el manejo de fechas con Python junto con algunas otras librerías externas que nos puedan ayudar. diff --git a/_sources/blog/mojo-alternativa-a-python.md.txt b/_sources/blog/mojo-alternativa-a-python.md.txt new file mode 100644 index 00000000..0a650e85 --- /dev/null +++ b/_sources/blog/mojo-alternativa-a-python.md.txt @@ -0,0 +1,80 @@ +--- +blogpost: true +date: Apr 2, 2024 +author: hellhound +location: Lima, Perú +category: Lenguaje +tags: mojo, python, ai-generated +language: Español +--- + +# Mojo: El Nuevo Lenguaje de Programación que Promete Revolucionar Python + +Es 4 de mayo de 2023 y los desarrolladores en todo el mundo están a punto de +experimentar una revolución en la programación productiva con la llegada de +Mojo. Concebido como una superposición de Python, este nuevo lenguaje promete +ser hasta 35,000 veces más rápido, un hito significativo considerando la +pervivencia de Python como el lenguaje dominante en inteligencia artificial. + +```{youtube} V4gGJ7XXlC0 +``` + +Sin embargo, es bien sabido que Python, a pesar de su popularidad, batalla con +la velocidad de ejecución. Situación que ha dado ventaja a lenguajes como Rust +y C++ en tareas que demandan un alto rendimiento. Pero ¿Qué hace a Mojo tan +especial y cómo logra estas impresionantes cifras de rendimiento? + +## Antecedentes Importantes + +Primero, es crucial entender que Mojo no es el proyecto de fin de semana de un +entusiasta en GitHub. Detrás de este lenguaje está una compañía fundada por +Chris Lattner, quien es reconocido por crear tanto el lenguaje de programación +Swift como la cadena de herramientas de compilación LLVM. Si alguien tiene la +capacidad de revolucionar Python, es este equipo. + +Además de estar diseñado para aprovechar hardware AI, como GPUs corriendo CUDA, +Mojo incorpora representación intermedia multinivel para adaptarse sin mucho +esfuerzo a tipos de hardware exótico. Es un lenguaje que une la simplicidad y +versatilidad de Python con las necesidades de rendimiento y tipado estático +para programación a nivel de sistema. + +## Beneficios Clave de Mojo + +- **Compatibilidad con Python**: Al ser una superconjunto de Python, los +desarrolladores no necesitan aprender un nuevo lenguaje desde cero. Además, +permite la interacción con el ecosistema de Python, lo que incluye librerías +populares como NumPy y pandas. + +- **Escalabilidad y Optimización**: Los mecanismos de autoajuste incorporados +permiten que Mojo optimice código específicamente para el hardware de destino, +ofreciendo aumentos significativos en rendimiento. + +- **Facilidad de Uso con Mayor Control**: Aunque Mojo inicialmente adopta el +diseño dinámico de Python, introduce tipos estáticos y gestión de memoria +similar a Rust y C++, ofreciendo un equilibrio ente seguridad y flexibilidad. + +Actualmente, Mojo está en etapas tempranas de desarrollo y no está disponible +públicamente. Sin embargo, tuve la fortuna de acceder a este lenguaje por +anticipado y los resultados son asombrosos. Un simple código de multiplicación +de matrices en Python, al ser importado a Mojo, mostró mejoras de ejecución de +hasta 14 veces sin cambios en el código. Y mediante optimizaciones adicionales, +se logró un aumento de más de 4,000 veces en el rendimiento. + +## ¿El Fin de Python y C++? + +La pregunta que queda en el aire es si Mojo tiene el potencial de opacar a +Python, e incluso a C++, en el campo de la programación de alto rendimiento. A +pesar de mi escepticismo inicial, las capacidades demostradas de Mojo son +impresionantes. Incluso ya hay empresas buscando desarrolladores de Mojo con +10 años de experiencia. + +La inclusión de Mojo en el universo de la programación señala un cambio +significativo en cómo abordamos el desarrollo de software, especialmente en +áreas de inteligencia artificial y computación de alto rendimiento. Mientras +esperamos el acceso público a este revolucionario lenguaje, solo nos queda +imaginar las posibilidades que abrirá para desarrolladores y científicos de +datos en todo el mundo. + +Seguiremos de cerca el desarrollo de Mojo, esperando ansiosamente el día en que +podamos todos experimentar de primera mano el poder de este prometedor lenguaje +de programación. diff --git a/_sources/blog/puede-python-analizar-mil-millones-de-filas-rapidamente.md.txt b/_sources/blog/puede-python-analizar-mil-millones-de-filas-rapidamente.md.txt new file mode 100644 index 00000000..00148aac --- /dev/null +++ b/_sources/blog/puede-python-analizar-mil-millones-de-filas-rapidamente.md.txt @@ -0,0 +1,91 @@ +--- +blogpost: true +date: 15 Apr, 2024 +author: hellhound +category: Desafío de Mil Millón de Filas +tags: 1brc, python, ai-generated +--- + +# Explorando el Desafío de Mil Millón de Filas en Python + +El desafío de procesar mil millón de filas de datos es una tarea intimidante que pone a prueba la +capacidad de cualquier lenguaje de programación, incluido Python. En este artículo, exploraremos +cómo Python, con su naturaleza interpretada, se compara ante este reto colossal, adoptando +estrategias ingeniosas y aprovechando la potencia de las librerías disponibles para manejar una tarea +de procesamiento de datos de tal magnitud. + +```{youtube} utTaPW32gKY +``` + +## Python Puro vs Competidores Compilados + +Este recorrido comienza con una implementación simple en Python puro, utilizando diccionarios para +agrupar mediciones por ciudad y calcular valores mínimos, máximos y promedios de temperatura. Esta +aproximación tomó 9 minutos y 28 segundos para ejecutarse en un archivo de texto de 13GB, una +diferencia notable frente a la implementación base en Java que corre en 3 minutos y 12 segundos. + +No obstante, el cambio a PyPy, un intérprete JIT para Python, mejora significativamente los tiempos +de ejecución, demostrando el potencial oculto dentro de Python a través de optimizaciones y el uso +de intérpretes alternativos. + +## Estrategias de Escalado en Python + +Una serie de estrategias dentro del ecosistema Python fueron exploradas para abordar este +desafío. La utilización de múltiples núcleos de CPU mediante el módulo `multiprocessing`, el ajuste +de estructuras de datos y la manipulación astuta de cadenas de bytes fueron solo algunas de las +tácticas empleadas para exprimir cada onza de rendimiento del lenguaje. + +La implementación más rápida puramente en Python, nombrada aquí como Doug Booty versión 2, +demostró ser un esfuerzo complicado pero fructífero, capaz de ejecutarse en un impresionante tiempo +de sub 10 segundos, acercándose al rendimiento de soluciones altamente optimizadas en lenguajes +compilados. + +## Extendiendo las Fronteras de Python + +Para aquellos dispuestos a "estirar" su definición de qué constituye código Python, librerías +como **Polars** y **DuckDB** ofrecen una alternativa atrayente. Escritas en Rust y C++, +respectivamente, estas librerías se instalan con un simple comando `pip` y revelan un nuevo +nivel de rendimiento, demostrando ser tan rápidas como la mejor implementación pura de Python +con una complejidad significativamente reducida. + +### Polars: Tratamiento de Datos con Rust + +Polars propone una interfaz simple para el procesamiento de grandes volúmenes de datos, permitiendo +operaciones de agrupamiento y agregación con una sintaxis sucinta y expresiva. Esta aproximación +no solo iguala el rendimiento de la solución Python pura más rápida sino que también ofrece una +mayor simplicidad y mantenibilidad. + +### DuckDB: Un Motor SQL para Análisis de Datos + +DuckDB transforma completamente el enfoque hacia el procesamiento de datos, permitiendo que las +operaciones se expresen en términos de SQL sobre una base de datos en memoria. Con tiempos de +ejecución rondando los 9 segundos para archivos de texto y reduciéndose a 5 segundos para archivos +en formato parquet, DuckDB se presenta como una solución potente y versátil para el análisis de +datos. + +## Conclusión + +Aunque Python no pueda competir directamente con lenguajes compilados en términos de velocidad en +bruto, la riqueza de su ecosistema, la flexibilidad de sus herramientas y la creatividad de su +comunidad le permiten enfrentarse a desafíos de procesamiento de datos de gran magnitud de manera +efectiva. Ya sea mediante técnicas ingeniosas de programación en Python puro o a través del uso de +librerías potentes escritas en lenguajes compilados, Python continúa demostrando ser una herramienta +valiosa y versátil en el mundo de la ingeniería de software y el análisis de datos. + +¿Te interesa profundizar en las estrategias Pythonicas para el manejo de grandes volúmenes de +datos? Te invitamos a explorar más sobre este fascinante viaje en el video adjunto y a sumergirte +en el mundo del procesamiento de datos con Python. + +```{admonition} Referencias +Desafío principal - https://github.com/gunnarmorling/1brc + +Ifnesi - https://github.com/ifnesi/1brc/tree/main + +Booty - https://github.com/booty/ruby-1-billion/ + +Solución de Danny van Kooten C - https://www.dannyvankooten.com/blog/2024/1brc/ + +Post de Awesome duckdb - https://rmoff.net/2024/01/03/1%EF%B8%8F⃣%EF%B8%8F-1brc-in-sql-with-duckdb/ + +Duelo de pypy vs Cpython - https://jszafran.dev/posts/how-pypy-impacts-the-performance-1br-challenge/ +``` diff --git a/_sources/blog/python-ulid.md.txt b/_sources/blog/python-ulid.md.txt new file mode 100644 index 00000000..29b4c320 --- /dev/null +++ b/_sources/blog/python-ulid.md.txt @@ -0,0 +1,95 @@ +--- +blogpost: true +date: Apr 6, 2024 +author: neosergio +location: Lima, Perú +category: Tutorial +tags: ulid, uuid, python-ulid +language: Español +--- + +# ULID para la generación de identificadores únicos en Python + +En el universo de la programación moderna, la generación de identificadores únicos es esencial para una amplia variedad de aplicaciones, desde sistemas de bases de datos distribuidas hasta plataformas de gestión de usuarios. + +## ULID: Una solución ordenada y segura + +ULID, que significa "Universally Unique Lexicographically Sortable Identifier", es un tipo de identificador único diseñado para ser ordenado lexicográficamente y garantizar seguridad para la concurrencia. Su estructura combina un timestamp en milisegundos con una porción aleatoria, lo que garantiza su unicidad y permite su ordenación cronológica. Estas características lo hacen especialmente útil en aplicaciones que requieren una alta eficiencia en la generación y gestión de identificadores únicos, especialmente en entornos distribuidos. + +Para utilizar ULID en Python, podemos emplear la biblioteca ulid, que ofrece una interfaz sencilla para generar y manipular ULIDs. + +Para utilizar la biblioteca python-ulid, primero debes instalarla mediante pip: + +```shell +pip install python-ulid +``` + +Y este sería un ejemplo de como usarlo: + +```python +from ulid import ULID + +# Generar un ULID +ulid_obj = ULID() +ulid_str = str(ulid_obj) +print("ULID generado:", ulid_str) + +# Obtener el timestamp del ULID +timestamp = ulid_obj.timestamp +print("Timestamp del ULID:", timestamp) +``` + +En este ejemplo, importamos la clase ULID de la biblioteca ulid. Luego, creamos una instancia de esta clase para generar un nuevo ULID. Convertimos el objeto ULID a una cadena utilizando str() y lo imprimimos. + +También puedes acceder al timestamp del ULID utilizando el método timestamp del objeto ULID. Esto te permite obtener la marca de tiempo que se utilizó para generar el ULID. + +Además de su capacidad para la ordenación lexicográfica y la seguridad para la concurrencia, ULID también ofrece una implementación robusta y eficiente para la generación de identificadores únicos en Python. + +## UUID: La opción versátil y ampliamente adoptada + +UUID, que significa "Universally Unique Identifier", es otro tipo común de identificador único que ha sido ampliamente adoptado en la industria. A diferencia de ULID, los UUIDs no están diseñados específicamente para la ordenación lexicográfica, pero ofrecen una mayor versatilidad y compatibilidad con sistemas existentes. Su estructura se basa en identificadores aleatorios, lo que garantiza su unicidad en la mayoría de los casos. + +Para generar un UUID en Python, podemos utilizar el módulo uuid de la biblioteca estándar de Python. Aquí tienes un ejemplo de código para generar un UUID utilizando el módulo uuid: + +```python +import uuid + +uuid_str = str(uuid.uuid4()) +print("UUID generado:", uuid_str) +``` + +Aunque los UUIDs no ofrecen la misma eficiencia en la ordenación lexicográfica que los ULIDs, su amplia adopción y compatibilidad los convierten en una opción atractiva para una variedad de aplicaciones. + +## python-ulid[pydantic] Integración de ULID con Pydantic + +Para aquellos que prefieren utilizar ULID en conjunto con Pydantic, existe una extensión llamada `python-ulid[pydantic]`, que permite la integración de ULID con la biblioteca Pydantic para la validación de datos en Python. Pydantic es una biblioteca de validación de datos que simplifica la definición de modelos de datos en Python. + +Se instala de esta manera: + +```shell +pip install python-ulid[pydantic] +``` + +Aquí tienes un ejemplo de cómo utilizar ULID con Pydantic utilizando la extensión `python-ulid[pydantic]`: + +```python +from pydantic import BaseModel +from ulid import ULID + +class MyModel(BaseModel): + id: ULID + +valid_ulid_str = "01E59ZR9N5PQ3K0VGXZ5Y0V68D" +my_model_instance = MyModel(id=valid_ulid_str) +print(my_model_instance) +``` + +## Conclusión + +En conclusión, ULID y UUID son opciones viables para la generación de identificadores únicos en Python, cada una con sus propias características, ventajas y desventajas. La elección entre ellas dependerá de los requisitos específicos de tu aplicación y de las características que consideres más importantes, como la eficiencia en la ordenación lexicográfica, la compatibilidad con sistemas existentes y la integración con otras bibliotecas y marcos de trabajo. Al comprender las diferencias entre estos enfoques y evaluar tus necesidades específicas, podrás tomar una decisión informada que satisfaga los requisitos de tu aplicación y garantice una gestión eficiente de identificadores únicos en Python. + +Happy Coding! 😎 + + + + diff --git a/_sources/blog/scraping-con-playwright-y-asyncio.md.txt b/_sources/blog/scraping-con-playwright-y-asyncio.md.txt new file mode 100644 index 00000000..0c8c8b57 --- /dev/null +++ b/_sources/blog/scraping-con-playwright-y-asyncio.md.txt @@ -0,0 +1,82 @@ +--- +blogpost: true +date: 02 Jun, 2024 +author: hellhound +category: Scraping +tags: python, scraping, playwright, asyncio +language: Español +--- + +# Desarrollando un Bot de Scraping Evasivo + +En el mundo del scraping, enfrentamos constantemente la batalla contra +mecanismos de defensa diseñados para detectar y bloquear nuestros bots. Hoy, +quiero compartirles un proyecto personal que busca no solo sortear estas +defensas, sino hacerlo de manera eficiente y escalable. + +## El Contexto + +Al intentar extraer datos de un sitio web que utiliza Radware, un servicio +avanzado contra bots de scraping, me vi en la necesidad de crear una solución +que pudiera superar estos obstáculos. Aquí les presento cómo logré desarrollar +un bot de scraping que no solo logra su cometido sino que evita ser detectado +por mecanismos de anti-bots. + +```{youtube} G_t2DXSwx-I +``` + +## La Implementación + +La herramienta está desarrollada en Python, utilizando librerías como +**Playwright** para la navegación y manipulación de sitios web y **asyncio** +para la ejecución asincrónica que permite escalar el proceso de scraping. El +script realiza una navegación automatizada, seleccionando dinámicamente opciones +en un formulario y resolviendo CAPTCHAs. + +### Selección y Extracción + +El bot automático realiza la selección de opciones en un formulario de manera +secuencial: primero selecciona una ubicación, luego un tipo de juzgado, y así +sucesivamente hasta llegar a ingresar un año (en nuestro caso, 2024) y un número +de expediente. Una vez superado el CAPTCHA, accede a los datos deseados. + +### Refinamiento del Scraping + +Una vez dentro del registro, el bot captura la información relevante tanto del +contenido principal del registro como de los detalles proporcionados en +secciones adicionales. Si el formulario revela más de un registro, el bot +iterará sobre cada uno, extrayendo todos los datos necesarios antes de reiniciar +el proceso con un nuevo conjunto de entradas. + +## Tecnologías y Enfoques + +El uso de **Typer** para la gestión de la línea de comandos facilita la +interacción con el script, permitiendo especificar el rango de documentos y +otros parámetros de manera sencilla. Este proyecto también emplea técnicas de +**caching** mediante `lru_cache` para optimizar el rendimiento, evitando +lecturas repetidas de archivos de configuración. + +### Asyncio y Playwright + +La combinación de `asyncio` con Playwright representa el corazón de la +eficiencia del bot. Esta sinergia permite manejar múltiples tareas de manera no +bloqueante, escalando el número de "trabajadores" en función del hardware +disponible y las necesidades del proyecto. + +### Gestión de Tareas y Errores + +Una característica crucial es su robustez frente a errores y timeouts. El script +está diseñado para reintentar o pasar al siguiente documento automáticamente +ante cualquier fallo, asegurando un mínimo impacto en la productividad general +del bot. + +## Conclusión + +Este bot de scraping demuestra que, con las herramientas y enfoques adecuados, +es posible no solo extraer datos de sitios protegidos sino hacerlo de manera +eficiente y respetando las políticas de uso. A través de estrategias +inteligentes y una buena implementación técnica, los límites convencionales del +scraping pueden superarse. + +Espero que este vistazo a mi aplicación les haya resultado informativo e +inspirador para sus propios proyectos de scraping. diff --git a/_sources/blog/scraping-requests-bs.md.txt b/_sources/blog/scraping-requests-bs.md.txt new file mode 100644 index 00000000..bb21dc97 --- /dev/null +++ b/_sources/blog/scraping-requests-bs.md.txt @@ -0,0 +1,60 @@ +--- +blogpost: true +date: Apr 8, 2024 +author: jbolo +location: Lima, Perú +category: Snippets +tags: scraping, requests, beautifulsoup4, utilidades +language: Español +--- + +# Scraping con Python utilizando la biblioteca requests + +![Python developer](/_static/images/scraping-requests.jpg) + +## Introducción +El scraping web es una técnica poderosa para extraer datos de páginas web de manera automatizada. Python, con su amplio ecosistema de bibliotecas, proporciona herramientas robustas para realizar scraping de manera eficiente. En este artículo, exploraremos cómo utilizar la biblioteca `requests` de Python para realizar scraping básico. + +## ¿Qué es el scraping web? +El scraping web es el proceso de extracción de información de páginas web de manera automatizada. Se utiliza para recopilar datos de interés, como precios de productos, información de noticias, estadísticas, y más. Aunque puede ser una técnica útil, es importante utilizarla con responsabilidad y ética, respetando los términos de servicio de los sitios web y evitando la sobrecarga de los servidores. + +## Realizando scraping con Python y requests +La biblioteca `requests` de Python nos permite realizar solicitudes HTTP de manera sencilla, lo que es fundamental para el scraping. Además, utilizaremos la biblioteca `beautifulsoup4` para analizar el contenido HTML de las páginas web. A continuación, mostraremos un ejemplo práctico de cómo utilizar `requests` para extraer datos del clima de Lima desde la página web del Servicio Nacional de Meteorología e Hidrología del Perú (SENAMHI). + +## Instalación de dependencias +Antes de comenzar, asegúrate de tener instaladas las dependencias necesarias. Puedes instalarlas utilizando `pip`, el administrador de paquetes de Python: + +```sh +pip install requests beautifulsoup4 +``` + +## Ejemplo práctico: Scraping del clima en Lima desde SENAMHI +Supongamos que queremos obtener el pronóstico del clima para Lima de hoy desde la página web del SENAMHI. Utilizaremos `requests` para enviar una solicitud a la página web correspondiente y luego extraeremos los datos que nos interesan. + +```python +import requests +from bs4 import BeautifulSoup + +# Realizar la solicitud HTTP +url = 'https://www.senamhi.gob.pe/?&p=home' +response = requests.get(url) + +# Parsear la página web +soup = BeautifulSoup(response.text, 'html.parser') + +# Encontrar la sección del clima para Lima +lima_section = soup.find('div', class_='lima') + +# Extraer los datos del clima +temperatura = lima_section.find('div', class_='cajaTemperatura').text.strip() +condiciones = lima_section.find('div', class_='imgDescripcion').text.strip() + +# Imprimir los datos del clima +print(f'Temperatura en Lima: {temperatura}') +print(f'Condiciones en Lima: {condiciones}') +``` + +En este ejemplo, primero realizamos una solicitud HTTP a la URL del sitio web del SENAMHI. Luego, utilizamos BeautifulSoup para analizar el contenido de la página y encontrar la sección correspondiente al clima de Lima. A partir de ahí, extraemos la temperatura y las condiciones climáticas y las imprimimos en la consola. + +# Conclusiones +El scraping web con Python y la biblioteca `requests` ofrece una forma poderosa de recopilar datos de páginas web de manera automatizada. Sin embargo, es importante utilizar esta técnica de manera responsable y ética, respetando los términos de servicio de los sitios web y evitando la sobrecarga de los servidores. Con las herramientas adecuadas y un enfoque cuidadoso, el scraping web puede ser una herramienta valiosa para recopilar información útil en tus proyectos. \ No newline at end of file diff --git a/_sources/blog/yt-insight-generator.md.txt b/_sources/blog/yt-insight-generator.md.txt new file mode 100644 index 00000000..4fe0adc3 --- /dev/null +++ b/_sources/blog/yt-insight-generator.md.txt @@ -0,0 +1,121 @@ +--- +blogpost: true +date: Apr 3, 2024 +author: hellhound +location: Lima, Perú +category: Scripts +tags: python, openai, gpt-4, gpt-4-turbo, youtube +language: Español +--- + +# Un Generador de Artículos para Blogs con formato Markdown usando GPT-4 Turbo + +![openai](/_static/images/openai.png) + +Hace poco se me ocurrió, en vista a que {ref}`author-soloidx` y yo decidimos crear este blog, crear un script en Python para que autogenere un review de un video en YouTube usando nada menos que el API de GPT-4 Turbo de OpenAI. + +Para lograr esto, primero tuve que buscar una librería de Python que me permitiera descargar el transcript del video de YouTube para usarlo como fuente de información para ser procesada luego por GPT-4 Turbo. Justamente, [youtube-transcript-api](https://pypi.org/project/youtube-transcript-api/) fue la solución perfecta para realizar esta tarea inicial. Así que usando una lógica como la que señalo más abajo se puede descargar el transcript y transformarlo en formato de cadena para ser leido después por GPT-4 Turbo. + + +```python +from youtube_transcript_api import YouTubeTranscriptApi + + +class KnownError(Exception): + pass + + +def get_video_id(video_url): + video_ids = parse_qs(urlparse(video_url).query).get('v') + if video_ids is None: + raise KnownError( + "Missing `v` querystring variable in YouTube video URL." + ) + return video_ids[0] + + +def main(): + transcript = "\n".join( + [ + t["text"] + for t in YouTubeTranscriptApi.get_transcript(get_video_id(url)) + ] + ) + print(transcript) + + +if __name__ == "__main__": + main("https://www.youtube.com/watch?v=yzCitT4juGk") +``` + +```{admonition} Nota +Este snippet de código imprimirá en la terminal el transcript del video de YouTube que se le pasa a la función `main()`. +``` + + +Luego, usando el API de OpenAI para comunicarse con el model GPT-4 Turbo y procesar el transcript, inicializamos el objeto cliente de OpenAI y con este podemos acceder a la función `chat.completions.create()` del cliente para comunicarnos con el modelo y así obtener el resultado esperado. A continuación muestro un snippet de código empleando este mecanismo. + + +```python +import os + +from openai import OpenAI +from youtube_transcript_api import YouTubeTranscriptApi + + +class KnownError(Exception): + pass + + +def get_video_id(video_url): + video_ids = parse_qs(urlparse(video_url).query).get('v') + if video_ids is None: + raise KnownError( + "Missing `v` querystring variable in YouTube video URL." + ) + return video_ids[0] + + +def main(url): + transcript = "\n".join( + [ + t["text"] + for t in YouTubeTranscriptApi.get_transcript(get_video_id(url)) + ] + ) + # Usar la variable de entorno OPENAI_API_KEY para poner la llave del API de + # la plataforma OpenAI + client = OpenAI(api_key=os.environ.get("OPENAI_API_KEY")) + stream = client.chat.completions.create( + model="gpt-4-turbo-preview", + messages=[ + { + "role": "user", + "content": f""" +Escribe un review en Markdown del transcript de un video de YouTube siguiente +(obvia los guiones). El video podría estar en un idioma X. +El artículo final tiene que estar en el idioma Español: +--- +{transcript} +--- +""" + }, + ], + stream=True, + ) + for chunk in stream: + print(data, end="") + fd.write(data) + print("") + + +if __name__ == "__main__": + main("https://www.youtube.com/watch?v=yzCitT4juGk") +``` + +```{admonition} Repositorio de GitHub +:class: sidebar note +[Link aquí](https://github.com/jpchauvel/yt-insight-generator) +``` + +Esto es básicamente lo que hace el script solo que de manera más elaborada usando flags para añadir parámetros al programa y Jinja2 como procesador de plantilla del texto que se le envía al modelo. diff --git a/_sources/index.md.txt b/_sources/index.md.txt new file mode 100644 index 00000000..8d274faa --- /dev/null +++ b/_sources/index.md.txt @@ -0,0 +1,33 @@ +--- +myst: + html_meta: + "description": "Explora artículos sobre Python, desarrollo web y más con la comunidad de Python Perú." + "keywords": "Python, Perú, programación, blog, desarrollo, código, comunidad, lenguaje, tutoriales, proyectos, Machine Learnig, Inteligencia Artificial, IA, Frameworks" +--- + +{.main-title} +# Blog de Python Perú + +![Python developer reading](/_static/images/developer-reading.png){.markdown-body width=300px align=center} + +## Entradas recientes: + +```{postlist} 5 +--- +date: "%A, %B %d, %Y" +format: "{title} por {author} el {date}" +list-style: circle +excerpts: +expand: Leer más ... +--- +``` + +```{eval-rst} + +.. toctree:: + :hidden: + + about.md + +``` + diff --git a/_sources/recent_posts.md.txt b/_sources/recent_posts.md.txt new file mode 100644 index 00000000..bc8b9869 --- /dev/null +++ b/_sources/recent_posts.md.txt @@ -0,0 +1 @@ +# Will be replaced by `recent_posts.html` diff --git a/_static/ablog/tagcloud.css b/_static/ablog/tagcloud.css new file mode 100644 index 00000000..7a6d07eb --- /dev/null +++ b/_static/ablog/tagcloud.css @@ -0,0 +1,36 @@ +ul.ablog-cloud { + list-style: none; + overflow: auto; +} + +ul.ablog-cloud li { + float: left; + height: 20pt; + line-height: 18pt; + margin-right: 5px; +} + +ul.ablog-cloud a { + text-decoration: none; + vertical-align: middle; +} + +li.ablog-cloud-1 { + font-size: 80%; +} + +li.ablog-cloud-2 { + font-size: 95%; +} + +li.ablog-cloud-3 { + font-size: 110%; +} + +li.ablog-cloud-4 { + font-size: 125%; +} + +li.ablog-cloud-5 { + font-size: 140%; +} diff --git a/_static/base-stemmer.js b/_static/base-stemmer.js new file mode 100644 index 00000000..ca6cca15 --- /dev/null +++ b/_static/base-stemmer.js @@ -0,0 +1,294 @@ +/**@constructor*/ +BaseStemmer = function() { + this.setCurrent = function(value) { + this.current = value; + this.cursor = 0; + this.limit = this.current.length; + this.limit_backward = 0; + this.bra = this.cursor; + this.ket = this.limit; + }; + + this.getCurrent = function() { + return this.current; + }; + + this.copy_from = function(other) { + this.current = other.current; + this.cursor = other.cursor; + this.limit = other.limit; + this.limit_backward = other.limit_backward; + this.bra = other.bra; + this.ket = other.ket; + }; + + this.in_grouping = function(s, min, max) { + if (this.cursor >= this.limit) return false; + var ch = this.current.charCodeAt(this.cursor); + if (ch > max || ch < min) return false; + ch -= min; + if ((s[ch >>> 3] & (0x1 << (ch & 0x7))) == 0) return false; + this.cursor++; + return true; + }; + + this.in_grouping_b = function(s, min, max) { + if (this.cursor <= this.limit_backward) return false; + var ch = this.current.charCodeAt(this.cursor - 1); + if (ch > max || ch < min) return false; + ch -= min; + if ((s[ch >>> 3] & (0x1 << (ch & 0x7))) == 0) return false; + this.cursor--; + return true; + }; + + this.out_grouping = function(s, min, max) { + if (this.cursor >= this.limit) return false; + var ch = this.current.charCodeAt(this.cursor); + if (ch > max || ch < min) { + this.cursor++; + return true; + } + ch -= min; + if ((s[ch >>> 3] & (0X1 << (ch & 0x7))) == 0) { + this.cursor++; + return true; + } + return false; + }; + + this.out_grouping_b = function(s, min, max) { + if (this.cursor <= this.limit_backward) return false; + var ch = this.current.charCodeAt(this.cursor - 1); + if (ch > max || ch < min) { + this.cursor--; + return true; + } + ch -= min; + if ((s[ch >>> 3] & (0x1 << (ch & 0x7))) == 0) { + this.cursor--; + return true; + } + return false; + }; + + this.eq_s = function(s) + { + if (this.limit - this.cursor < s.length) return false; + if (this.current.slice(this.cursor, this.cursor + s.length) != s) + { + return false; + } + this.cursor += s.length; + return true; + }; + + this.eq_s_b = function(s) + { + if (this.cursor - this.limit_backward < s.length) return false; + if (this.current.slice(this.cursor - s.length, this.cursor) != s) + { + return false; + } + this.cursor -= s.length; + return true; + }; + + /** @return {number} */ this.find_among = function(v) + { + var i = 0; + var j = v.length; + + var c = this.cursor; + var l = this.limit; + + var common_i = 0; + var common_j = 0; + + var first_key_inspected = false; + + while (true) + { + var k = i + ((j - i) >>> 1); + var diff = 0; + var common = common_i < common_j ? common_i : common_j; // smaller + // w[0]: string, w[1]: substring_i, w[2]: result, w[3]: function (optional) + var w = v[k]; + var i2; + for (i2 = common; i2 < w[0].length; i2++) + { + if (c + common == l) + { + diff = -1; + break; + } + diff = this.current.charCodeAt(c + common) - w[0].charCodeAt(i2); + if (diff != 0) break; + common++; + } + if (diff < 0) + { + j = k; + common_j = common; + } + else + { + i = k; + common_i = common; + } + if (j - i <= 1) + { + if (i > 0) break; // v->s has been inspected + if (j == i) break; // only one item in v + + // - but now we need to go round once more to get + // v->s inspected. This looks messy, but is actually + // the optimal approach. + + if (first_key_inspected) break; + first_key_inspected = true; + } + } + do { + var w = v[i]; + if (common_i >= w[0].length) + { + this.cursor = c + w[0].length; + if (w.length < 4) return w[2]; + var res = w[3](this); + this.cursor = c + w[0].length; + if (res) return w[2]; + } + i = w[1]; + } while (i >= 0); + return 0; + }; + + // find_among_b is for backwards processing. Same comments apply + this.find_among_b = function(v) + { + var i = 0; + var j = v.length + + var c = this.cursor; + var lb = this.limit_backward; + + var common_i = 0; + var common_j = 0; + + var first_key_inspected = false; + + while (true) + { + var k = i + ((j - i) >> 1); + var diff = 0; + var common = common_i < common_j ? common_i : common_j; + var w = v[k]; + var i2; + for (i2 = w[0].length - 1 - common; i2 >= 0; i2--) + { + if (c - common == lb) + { + diff = -1; + break; + } + diff = this.current.charCodeAt(c - 1 - common) - w[0].charCodeAt(i2); + if (diff != 0) break; + common++; + } + if (diff < 0) + { + j = k; + common_j = common; + } + else + { + i = k; + common_i = common; + } + if (j - i <= 1) + { + if (i > 0) break; + if (j == i) break; + if (first_key_inspected) break; + first_key_inspected = true; + } + } + do { + var w = v[i]; + if (common_i >= w[0].length) + { + this.cursor = c - w[0].length; + if (w.length < 4) return w[2]; + var res = w[3](this); + this.cursor = c - w[0].length; + if (res) return w[2]; + } + i = w[1]; + } while (i >= 0); + return 0; + }; + + /* to replace chars between c_bra and c_ket in this.current by the + * chars in s. + */ + this.replace_s = function(c_bra, c_ket, s) + { + var adjustment = s.length - (c_ket - c_bra); + this.current = this.current.slice(0, c_bra) + s + this.current.slice(c_ket); + this.limit += adjustment; + if (this.cursor >= c_ket) this.cursor += adjustment; + else if (this.cursor > c_bra) this.cursor = c_bra; + return adjustment; + }; + + this.slice_check = function() + { + if (this.bra < 0 || + this.bra > this.ket || + this.ket > this.limit || + this.limit > this.current.length) + { + return false; + } + return true; + }; + + this.slice_from = function(s) + { + var result = false; + if (this.slice_check()) + { + this.replace_s(this.bra, this.ket, s); + result = true; + } + return result; + }; + + this.slice_del = function() + { + return this.slice_from(""); + }; + + this.insert = function(c_bra, c_ket, s) + { + var adjustment = this.replace_s(c_bra, c_ket, s); + if (c_bra <= this.bra) this.bra += adjustment; + if (c_bra <= this.ket) this.ket += adjustment; + }; + + this.slice_to = function() + { + var result = ''; + if (this.slice_check()) + { + result = this.current.slice(this.bra, this.ket); + } + return result; + }; + + this.assign_to = function() + { + return this.current.slice(0, this.limit); + }; +}; diff --git a/_static/basic.css b/_static/basic.css new file mode 100644 index 00000000..f316efcb --- /dev/null +++ b/_static/basic.css @@ -0,0 +1,925 @@ +/* + * basic.css + * ~~~~~~~~~ + * + * Sphinx stylesheet -- basic theme. + * + * :copyright: Copyright 2007-2024 by the Sphinx team, see AUTHORS. + * :license: BSD, see LICENSE for details. + * + */ + +/* -- main layout ----------------------------------------------------------- */ + +div.clearer { + clear: both; +} + +div.section::after { + display: block; + content: ''; + clear: left; +} + +/* -- relbar ---------------------------------------------------------------- */ + +div.related { + width: 100%; + font-size: 90%; +} + +div.related h3 { + display: none; +} + +div.related ul { + margin: 0; + padding: 0 0 0 10px; + list-style: none; +} + +div.related li { + display: inline; +} + +div.related li.right { + float: right; + margin-right: 5px; +} + +/* -- sidebar --------------------------------------------------------------- */ + +div.sphinxsidebarwrapper { + padding: 10px 5px 0 10px; +} + +div.sphinxsidebar { + float: left; + width: 230px; + margin-left: -100%; + font-size: 90%; + word-wrap: break-word; + overflow-wrap : break-word; +} + +div.sphinxsidebar ul { + list-style: none; +} + +div.sphinxsidebar ul ul, +div.sphinxsidebar ul.want-points { + margin-left: 20px; + list-style: square; +} + +div.sphinxsidebar ul ul { + margin-top: 0; + margin-bottom: 0; +} + +div.sphinxsidebar form { + margin-top: 10px; +} + +div.sphinxsidebar input { + border: 1px solid #98dbcc; + font-family: sans-serif; + font-size: 1em; +} + +div.sphinxsidebar #searchbox form.search { + overflow: hidden; +} + +div.sphinxsidebar #searchbox input[type="text"] { + float: left; + width: 80%; + padding: 0.25em; + box-sizing: border-box; +} + +div.sphinxsidebar #searchbox input[type="submit"] { + float: left; + width: 20%; + border-left: none; + padding: 0.25em; + box-sizing: border-box; +} + + +img { + border: 0; + max-width: 100%; +} + +/* -- search page ----------------------------------------------------------- */ + +ul.search { + margin: 10px 0 0 20px; + padding: 0; +} + +ul.search li { + padding: 5px 0 5px 20px; + background-image: url(file.png); + background-repeat: no-repeat; + background-position: 0 7px; +} + +ul.search li a { + font-weight: bold; +} + +ul.search li p.context { + color: #888; + margin: 2px 0 0 30px; + text-align: left; +} + +ul.keywordmatches li.goodmatch a { + font-weight: bold; +} + +/* -- index page ------------------------------------------------------------ */ + +table.contentstable { + width: 90%; + margin-left: auto; + margin-right: auto; +} + +table.contentstable p.biglink { + line-height: 150%; +} + +a.biglink { + font-size: 1.3em; +} + +span.linkdescr { + font-style: italic; + padding-top: 5px; + font-size: 90%; +} + +/* -- general index --------------------------------------------------------- */ + +table.indextable { + width: 100%; +} + +table.indextable td { + text-align: left; + vertical-align: top; +} + +table.indextable ul { + margin-top: 0; + margin-bottom: 0; + list-style-type: none; +} + +table.indextable > tbody > tr > td > ul { + padding-left: 0em; +} + +table.indextable tr.pcap { + height: 10px; +} + +table.indextable tr.cap { + margin-top: 10px; + background-color: #f2f2f2; +} + +img.toggler { + margin-right: 3px; + margin-top: 3px; + cursor: pointer; +} + +div.modindex-jumpbox { + border-top: 1px solid #ddd; + border-bottom: 1px solid #ddd; + margin: 1em 0 1em 0; + padding: 0.4em; +} + +div.genindex-jumpbox { + border-top: 1px solid #ddd; + border-bottom: 1px solid #ddd; + margin: 1em 0 1em 0; + padding: 0.4em; +} + +/* -- domain module index --------------------------------------------------- */ + +table.modindextable td { + padding: 2px; + border-collapse: collapse; +} + +/* -- general body styles --------------------------------------------------- */ + +div.body { + min-width: 360px; + max-width: 800px; +} + +div.body p, div.body dd, div.body li, div.body blockquote { + -moz-hyphens: auto; + -ms-hyphens: auto; + -webkit-hyphens: auto; + hyphens: auto; +} + +a.headerlink { + visibility: hidden; +} + +a:visited { + color: #551A8B; +} + +h1:hover > a.headerlink, +h2:hover > a.headerlink, +h3:hover > a.headerlink, +h4:hover > a.headerlink, +h5:hover > a.headerlink, +h6:hover > a.headerlink, +dt:hover > a.headerlink, +caption:hover > a.headerlink, +p.caption:hover > a.headerlink, +div.code-block-caption:hover > a.headerlink { + visibility: visible; +} + +div.body p.caption { + text-align: inherit; +} + +div.body td { + text-align: left; +} + +.first { + margin-top: 0 !important; +} + +p.rubric { + margin-top: 30px; + font-weight: bold; +} + +img.align-left, figure.align-left, .figure.align-left, object.align-left { + clear: left; + float: left; + margin-right: 1em; +} + +img.align-right, figure.align-right, .figure.align-right, object.align-right { + clear: right; + float: right; + margin-left: 1em; +} + +img.align-center, figure.align-center, .figure.align-center, object.align-center { + display: block; + margin-left: auto; + margin-right: auto; +} + +img.align-default, figure.align-default, .figure.align-default { + display: block; + margin-left: auto; + margin-right: auto; +} + +.align-left { + text-align: left; +} + +.align-center { + text-align: center; +} + +.align-default { + text-align: center; +} + +.align-right { + text-align: right; +} + +/* -- sidebars -------------------------------------------------------------- */ + +div.sidebar, +aside.sidebar { + margin: 0 0 0.5em 1em; + border: 1px solid #ddb; + padding: 7px; + background-color: #ffe; + width: 40%; + float: right; + clear: right; + overflow-x: auto; +} + +p.sidebar-title { + font-weight: bold; +} + +nav.contents, +aside.topic, +div.admonition, div.topic, blockquote { + clear: left; +} + +/* -- topics ---------------------------------------------------------------- */ + +nav.contents, +aside.topic, +div.topic { + border: 1px solid #ccc; + padding: 7px; + margin: 10px 0 10px 0; +} + +p.topic-title { + font-size: 1.1em; + font-weight: bold; + margin-top: 10px; +} + +/* -- admonitions ----------------------------------------------------------- */ + +div.admonition { + margin-top: 10px; + margin-bottom: 10px; + padding: 7px; +} + +div.admonition dt { + font-weight: bold; +} + +p.admonition-title { + margin: 0px 10px 5px 0px; + font-weight: bold; +} + +div.body p.centered { + text-align: center; + margin-top: 25px; +} + +/* -- content of sidebars/topics/admonitions -------------------------------- */ + +div.sidebar > :last-child, +aside.sidebar > :last-child, +nav.contents > :last-child, +aside.topic > :last-child, +div.topic > :last-child, +div.admonition > :last-child { + margin-bottom: 0; +} + +div.sidebar::after, +aside.sidebar::after, +nav.contents::after, +aside.topic::after, +div.topic::after, +div.admonition::after, +blockquote::after { + display: block; + content: ''; + clear: both; +} + +/* -- tables ---------------------------------------------------------------- */ + +table.docutils { + margin-top: 10px; + margin-bottom: 10px; + border: 0; + border-collapse: collapse; +} + +table.align-center { + margin-left: auto; + margin-right: auto; +} + +table.align-default { + margin-left: auto; + margin-right: auto; +} + +table caption span.caption-number { + font-style: italic; +} + +table caption span.caption-text { +} + +table.docutils td, table.docutils th { + padding: 1px 8px 1px 5px; + border-top: 0; + border-left: 0; + border-right: 0; + border-bottom: 1px solid #aaa; +} + +th { + text-align: left; + padding-right: 5px; +} + +table.citation { + border-left: solid 1px gray; + margin-left: 1px; +} + +table.citation td { + border-bottom: none; +} + +th > :first-child, +td > :first-child { + margin-top: 0px; +} + +th > :last-child, +td > :last-child { + margin-bottom: 0px; +} + +/* -- figures --------------------------------------------------------------- */ + +div.figure, figure { + margin: 0.5em; + padding: 0.5em; +} + +div.figure p.caption, figcaption { + padding: 0.3em; +} + +div.figure p.caption span.caption-number, +figcaption span.caption-number { + font-style: italic; +} + +div.figure p.caption span.caption-text, +figcaption span.caption-text { +} + +/* -- field list styles ----------------------------------------------------- */ + +table.field-list td, table.field-list th { + border: 0 !important; +} + +.field-list ul { + margin: 0; + padding-left: 1em; +} + +.field-list p { + margin: 0; +} + +.field-name { + -moz-hyphens: manual; + -ms-hyphens: manual; + -webkit-hyphens: manual; + hyphens: manual; +} + +/* -- hlist styles ---------------------------------------------------------- */ + +table.hlist { + margin: 1em 0; +} + +table.hlist td { + vertical-align: top; +} + +/* -- object description styles --------------------------------------------- */ + +.sig { + font-family: 'Consolas', 'Menlo', 'DejaVu Sans Mono', 'Bitstream Vera Sans Mono', monospace; +} + +.sig-name, code.descname { + background-color: transparent; + font-weight: bold; +} + +.sig-name { + font-size: 1.1em; +} + +code.descname { + font-size: 1.2em; +} + +.sig-prename, code.descclassname { + background-color: transparent; +} + +.optional { + font-size: 1.3em; +} + +.sig-paren { + font-size: larger; +} + +.sig-param.n { + font-style: italic; +} + +/* C++ specific styling */ + +.sig-inline.c-texpr, +.sig-inline.cpp-texpr { + font-family: unset; +} + +.sig.c .k, .sig.c .kt, +.sig.cpp .k, .sig.cpp .kt { + color: #0033B3; +} + +.sig.c .m, +.sig.cpp .m { + color: #1750EB; +} + +.sig.c .s, .sig.c .sc, +.sig.cpp .s, .sig.cpp .sc { + color: #067D17; +} + + +/* -- other body styles ----------------------------------------------------- */ + +ol.arabic { + list-style: decimal; +} + +ol.loweralpha { + list-style: lower-alpha; +} + +ol.upperalpha { + list-style: upper-alpha; +} + +ol.lowerroman { + list-style: lower-roman; +} + +ol.upperroman { + list-style: upper-roman; +} + +:not(li) > ol > li:first-child > :first-child, +:not(li) > ul > li:first-child > :first-child { + margin-top: 0px; +} + +:not(li) > ol > li:last-child > :last-child, +:not(li) > ul > li:last-child > :last-child { + margin-bottom: 0px; +} + +ol.simple ol p, +ol.simple ul p, +ul.simple ol p, +ul.simple ul p { + margin-top: 0; +} + +ol.simple > li:not(:first-child) > p, +ul.simple > li:not(:first-child) > p { + margin-top: 0; +} + +ol.simple p, +ul.simple p { + margin-bottom: 0; +} + +aside.footnote > span, +div.citation > span { + float: left; +} +aside.footnote > span:last-of-type, +div.citation > span:last-of-type { + padding-right: 0.5em; +} +aside.footnote > p { + margin-left: 2em; +} +div.citation > p { + margin-left: 4em; +} +aside.footnote > p:last-of-type, +div.citation > p:last-of-type { + margin-bottom: 0em; +} +aside.footnote > p:last-of-type:after, +div.citation > p:last-of-type:after { + content: ""; + clear: both; +} + +dl.field-list { + display: grid; + grid-template-columns: fit-content(30%) auto; +} + +dl.field-list > dt { + font-weight: bold; + word-break: break-word; + padding-left: 0.5em; + padding-right: 5px; +} + +dl.field-list > dd { + padding-left: 0.5em; + margin-top: 0em; + margin-left: 0em; + margin-bottom: 0em; +} + +dl { + margin-bottom: 15px; +} + +dd > :first-child { + margin-top: 0px; +} + +dd ul, dd table { + margin-bottom: 10px; +} + +dd { + margin-top: 3px; + margin-bottom: 10px; + margin-left: 30px; +} + +.sig dd { + margin-top: 0px; + margin-bottom: 0px; +} + +.sig dl { + margin-top: 0px; + margin-bottom: 0px; +} + +dl > dd:last-child, +dl > dd:last-child > :last-child { + margin-bottom: 0; +} + +dt:target, span.highlighted { + background-color: #fbe54e; +} + +rect.highlighted { + fill: #fbe54e; +} + +dl.glossary dt { + font-weight: bold; + font-size: 1.1em; +} + +.versionmodified { + font-style: italic; +} + +.system-message { + background-color: #fda; + padding: 5px; + border: 3px solid red; +} + +.footnote:target { + background-color: #ffa; +} + +.line-block { + display: block; + margin-top: 1em; + margin-bottom: 1em; +} + +.line-block .line-block { + margin-top: 0; + margin-bottom: 0; + margin-left: 1.5em; +} + +.guilabel, .menuselection { + font-family: sans-serif; +} + +.accelerator { + text-decoration: underline; +} + +.classifier { + font-style: oblique; +} + +.classifier:before { + font-style: normal; + margin: 0 0.5em; + content: ":"; + display: inline-block; +} + +abbr, acronym { + border-bottom: dotted 1px; + cursor: help; +} + +.translated { + background-color: rgba(207, 255, 207, 0.2) +} + +.untranslated { + background-color: rgba(255, 207, 207, 0.2) +} + +/* -- code displays --------------------------------------------------------- */ + +pre { + overflow: auto; + overflow-y: hidden; /* fixes display issues on Chrome browsers */ +} + +pre, div[class*="highlight-"] { + clear: both; +} + +span.pre { + -moz-hyphens: none; + -ms-hyphens: none; + -webkit-hyphens: none; + hyphens: none; + white-space: nowrap; +} + +div[class*="highlight-"] { + margin: 1em 0; +} + +td.linenos pre { + border: 0; + background-color: transparent; + color: #aaa; +} + +table.highlighttable { + display: block; +} + +table.highlighttable tbody { + display: block; +} + +table.highlighttable tr { + display: flex; +} + +table.highlighttable td { + margin: 0; + padding: 0; +} + +table.highlighttable td.linenos { + padding-right: 0.5em; +} + +table.highlighttable td.code { + flex: 1; + overflow: hidden; +} + +.highlight .hll { + display: block; +} + +div.highlight pre, +table.highlighttable pre { + margin: 0; +} + +div.code-block-caption + div { + margin-top: 0; +} + +div.code-block-caption { + margin-top: 1em; + padding: 2px 5px; + font-size: small; +} + +div.code-block-caption code { + background-color: transparent; +} + +table.highlighttable td.linenos, +span.linenos, +div.highlight span.gp { /* gp: Generic.Prompt */ + user-select: none; + -webkit-user-select: text; /* Safari fallback only */ + -webkit-user-select: none; /* Chrome/Safari */ + -moz-user-select: none; /* Firefox */ + -ms-user-select: none; /* IE10+ */ +} + +div.code-block-caption span.caption-number { + padding: 0.1em 0.3em; + font-style: italic; +} + +div.code-block-caption span.caption-text { +} + +div.literal-block-wrapper { + margin: 1em 0; +} + +code.xref, a code { + background-color: transparent; + font-weight: bold; +} + +h1 code, h2 code, h3 code, h4 code, h5 code, h6 code { + background-color: transparent; +} + +.viewcode-link { + float: right; +} + +.viewcode-back { + float: right; + font-family: sans-serif; +} + +div.viewcode-block:target { + margin: -1px -10px; + padding: 0 10px; +} + +/* -- math display ---------------------------------------------------------- */ + +img.math { + vertical-align: middle; +} + +div.body div.math p { + text-align: center; +} + +span.eqno { + float: right; +} + +span.eqno a.headerlink { + position: absolute; + z-index: 1; +} + +div.math:hover a.headerlink { + visibility: visible; +} + +/* -- printout stylesheet --------------------------------------------------- */ + +@media print { + div.document, + div.documentwrapper, + div.bodywrapper { + margin: 0 !important; + width: 100%; + } + + div.sphinxsidebar, + div.related, + div.footer, + #top-link { + display: none; + } +} \ No newline at end of file diff --git a/_static/css/markdown.css b/_static/css/markdown.css new file mode 100644 index 00000000..386e483a --- /dev/null +++ b/_static/css/markdown.css @@ -0,0 +1,15 @@ +.markdown-body img { background: none !important } + +section.main-title h1 { + text-align: center; +} + +section ul li>p.ablog-post-excerpt img { + width: unset !important; + height: unset !important; + display: block !important; + margin-left: auto !important; + margin-right: auto !important; + max-width: 200px !important; + max-height: 200px !important; +} diff --git a/_static/doctools.js b/_static/doctools.js new file mode 100644 index 00000000..4d67807d --- /dev/null +++ b/_static/doctools.js @@ -0,0 +1,156 @@ +/* + * doctools.js + * ~~~~~~~~~~~ + * + * Base JavaScript utilities for all Sphinx HTML documentation. + * + * :copyright: Copyright 2007-2024 by the Sphinx team, see AUTHORS. + * :license: BSD, see LICENSE for details. + * + */ +"use strict"; + +const BLACKLISTED_KEY_CONTROL_ELEMENTS = new Set([ + "TEXTAREA", + "INPUT", + "SELECT", + "BUTTON", +]); + +const _ready = (callback) => { + if (document.readyState !== "loading") { + callback(); + } else { + document.addEventListener("DOMContentLoaded", callback); + } +}; + +/** + * Small JavaScript module for the documentation. + */ +const Documentation = { + init: () => { + Documentation.initDomainIndexTable(); + Documentation.initOnKeyListeners(); + }, + + /** + * i18n support + */ + TRANSLATIONS: {}, + PLURAL_EXPR: (n) => (n === 1 ? 0 : 1), + LOCALE: "unknown", + + // gettext and ngettext don't access this so that the functions + // can safely bound to a different name (_ = Documentation.gettext) + gettext: (string) => { + const translated = Documentation.TRANSLATIONS[string]; + switch (typeof translated) { + case "undefined": + return string; // no translation + case "string": + return translated; // translation exists + default: + return translated[0]; // (singular, plural) translation tuple exists + } + }, + + ngettext: (singular, plural, n) => { + const translated = Documentation.TRANSLATIONS[singular]; + if (typeof translated !== "undefined") + return translated[Documentation.PLURAL_EXPR(n)]; + return n === 1 ? singular : plural; + }, + + addTranslations: (catalog) => { + Object.assign(Documentation.TRANSLATIONS, catalog.messages); + Documentation.PLURAL_EXPR = new Function( + "n", + `return (${catalog.plural_expr})` + ); + Documentation.LOCALE = catalog.locale; + }, + + /** + * helper function to focus on search bar + */ + focusSearchBar: () => { + document.querySelectorAll("input[name=q]")[0]?.focus(); + }, + + /** + * Initialise the domain index toggle buttons + */ + initDomainIndexTable: () => { + const toggler = (el) => { + const idNumber = el.id.substr(7); + const toggledRows = document.querySelectorAll(`tr.cg-${idNumber}`); + if (el.src.substr(-9) === "minus.png") { + el.src = `${el.src.substr(0, el.src.length - 9)}plus.png`; + toggledRows.forEach((el) => (el.style.display = "none")); + } else { + el.src = `${el.src.substr(0, el.src.length - 8)}minus.png`; + toggledRows.forEach((el) => (el.style.display = "")); + } + }; + + const togglerElements = document.querySelectorAll("img.toggler"); + togglerElements.forEach((el) => + el.addEventListener("click", (event) => toggler(event.currentTarget)) + ); + togglerElements.forEach((el) => (el.style.display = "")); + if (DOCUMENTATION_OPTIONS.COLLAPSE_INDEX) togglerElements.forEach(toggler); + }, + + initOnKeyListeners: () => { + // only install a listener if it is really needed + if ( + !DOCUMENTATION_OPTIONS.NAVIGATION_WITH_KEYS && + !DOCUMENTATION_OPTIONS.ENABLE_SEARCH_SHORTCUTS + ) + return; + + document.addEventListener("keydown", (event) => { + // bail for input elements + if (BLACKLISTED_KEY_CONTROL_ELEMENTS.has(document.activeElement.tagName)) return; + // bail with special keys + if (event.altKey || event.ctrlKey || event.metaKey) return; + + if (!event.shiftKey) { + switch (event.key) { + case "ArrowLeft": + if (!DOCUMENTATION_OPTIONS.NAVIGATION_WITH_KEYS) break; + + const prevLink = document.querySelector('link[rel="prev"]'); + if (prevLink && prevLink.href) { + window.location.href = prevLink.href; + 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s=this.current.charCodeAt(this.cursor-1);if(s>i||s>>3]&1<<(s&7))==0){this.cursor--;return true}return false};this.eq_s=function(r){if(this.limit-this.cursor>>1);var a=0;var f=h0)break;if(i==t)break;if(n)break;n=true}}do{var l=r[t];if(h>=l[0].length){this.cursor=s+l[0].length;if(l.length<4)return l[2];var v=l[3](this);this.cursor=s+l[0].length;if(v)return l[2]}t=l[1]}while(t>=0);return 0};this.find_among_b=function(r){var t=0;var i=r.length;var s=this.cursor;var e=this.limit_backward;var h=0;var u=0;var n=false;while(true){var c=t+(i-t>>1);var a=0;var f=h=0;o--){if(s-f==e){a=-1;break}a=this.current.charCodeAt(s-1-f)-l[0].charCodeAt(o);if(a!=0)break;f++}if(a<0){i=c;u=f}else{t=c;h=f}if(i-t<=1){if(t>0)break;if(i==t)break;if(n)break;n=true}}do{var l=r[t];if(h>=l[0].length){this.cursor=s-l[0].length;if(l.length<4)return l[2];var v=l[3](this);this.cursor=s-l[0].length;if(v)return l[2]}t=l[1]}while(t>=0);return 0};this.replace_s=function(r,t,i){var 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e=Ee.getSelectorFromElement(t),i=Ee.find(e).filter(t=>t===this._element);null!==e&&i.length&&this._triggerArray.push(t)}this._initializeChildren(),this._config.parent||this._addAriaAndCollapsedClass(this._triggerArray,this._isShown()),this._config.toggle&&this.toggle()}static get Default(){return wi}static get DefaultType(){return Ei}static get NAME(){return"collapse"}toggle(){this._isShown()?this.hide():this.show()}show(){if(this._isTransitioning||this._isShown())return;let t=[];if(this._config.parent&&(t=this._getFirstLevelChildren(".collapse.show, .collapse.collapsing").filter(t=>t!==this._element).map(t=>Ai.getOrCreateInstance(t,{toggle:!1}))),t.length&&t[0]._isTransitioning)return;if(pe.trigger(this._element,di).defaultPrevented)return;for(const e of t)e.hide();const e=this._getDimension();this._element.classList.remove(_i),this._element.classList.add(bi),this._element.style[e]=0,this._addAriaAndCollapsedClass(this._triggerArray,!0),this._isTransitioning=!0;const i=`scroll${e[0].toUpperCase()+e.slice(1)}`;this._queueCallback(()=>{this._isTransitioning=!1,this._element.classList.remove(bi),this._element.classList.add(_i,gi),this._element.style[e]="",pe.trigger(this._element,ui)},this._element,!0),this._element.style[e]=`${this._element[i]}px`}hide(){if(this._isTransitioning||!this._isShown())return;if(pe.trigger(this._element,fi).defaultPrevented)return;const t=this._getDimension();this._element.style[t]=`${this._element.getBoundingClientRect()[t]}px`,Vt(this._element),this._element.classList.add(bi),this._element.classList.remove(_i,gi);for(const t of this._triggerArray){const e=Ee.getElementFromSelector(t);e&&!this._isShown(e)&&this._addAriaAndCollapsedClass([t],!1)}this._isTransitioning=!0,this._element.style[t]="",this._queueCallback(()=>{this._isTransitioning=!1,this._element.classList.remove(bi),this._element.classList.add(_i),pe.trigger(this._element,pi)},this._element,!0)}_isShown(t=this._element){return t.classList.contains(gi)}_configAfterMerge(t){return t.toggle=Boolean(t.toggle),t.parent=Bt(t.parent),t}_getDimension(){return this._element.classList.contains("collapse-horizontal")?"width":"height"}_initializeChildren(){if(!this._config.parent)return;const t=this._getFirstLevelChildren(yi);for(const e of t){const t=Ee.getElementFromSelector(e);t&&this._addAriaAndCollapsedClass([e],this._isShown(t))}}_getFirstLevelChildren(t){const e=Ee.find(vi,this._config.parent);return Ee.find(t,this._config.parent).filter(t=>!e.includes(t))}_addAriaAndCollapsedClass(t,e){if(t.length)for(const i of t)i.classList.toggle("collapsed",!e),i.setAttribute("aria-expanded",e)}static jQueryInterface(t){const e={};return"string"==typeof t&&/show|hide/.test(t)&&(e.toggle=!1),this.each(function(){const i=Ai.getOrCreateInstance(this,e);if("string"==typeof t){if(void 0===i[t])throw new TypeError(`No method named "${t}"`);i[t]()}})}}pe.on(document,mi,yi,function(t){("A"===t.target.tagName||t.delegateTarget&&"A"===t.delegateTarget.tagName)&&t.preventDefault();for(const t of Ee.getMultipleElementsFromSelector(this))Ai.getOrCreateInstance(t,{toggle:!1}).toggle()}),Xt(Ai);const Ci="dropdown",Ti=".bs.dropdown",Oi=".data-api",xi="ArrowUp",ki="ArrowDown",Li=`hide${Ti}`,Si=`hidden${Ti}`,Di=`show${Ti}`,$i=`shown${Ti}`,Ii=`click${Ti}${Oi}`,Ni=`keydown${Ti}${Oi}`,Pi=`keyup${Ti}${Oi}`,Mi="show",ji='[data-bs-toggle="dropdown"]:not(.disabled):not(:disabled)',Fi=`${ji}.${Mi}`,Hi=".dropdown-menu",Bi=Qt()?"top-end":"top-start",Wi=Qt()?"top-start":"top-end",zi=Qt()?"bottom-end":"bottom-start",Ri=Qt()?"bottom-start":"bottom-end",qi=Qt()?"left-start":"right-start",Vi=Qt()?"right-start":"left-start",Yi={autoClose:!0,boundary:"clippingParents",display:"dynamic",offset:[0,2],popperConfig:null,reference:"toggle"},Ki={autoClose:"(boolean|string)",boundary:"(string|element)",display:"string",offset:"(array|string|function)",popperConfig:"(null|object|function)",reference:"(string|element|object)"};class Qi extends ye{constructor(t,e){super(t,e),this._popper=null,this._parent=this._element.parentNode,this._menu=Ee.next(this._element,Hi)[0]||Ee.prev(this._element,Hi)[0]||Ee.findOne(Hi,this._parent),this._inNavbar=this._detectNavbar()}static get Default(){return Yi}static get DefaultType(){return Ki}static get NAME(){return Ci}toggle(){return this._isShown()?this.hide():this.show()}show(){if(zt(this._element)||this._isShown())return;const t={relatedTarget:this._element};if(!pe.trigger(this._element,Di,t).defaultPrevented){if(this._createPopper(),"ontouchstart"in document.documentElement&&!this._parent.closest(".navbar-nav"))for(const t of[].concat(...document.body.children))pe.on(t,"mouseover",qt);this._element.focus(),this._element.setAttribute("aria-expanded",!0),this._menu.classList.add(Mi),this._element.classList.add(Mi),pe.trigger(this._element,$i,t)}}hide(){if(zt(this._element)||!this._isShown())return;const t={relatedTarget:this._element};this._completeHide(t)}dispose(){this._popper&&this._popper.destroy(),super.dispose()}update(){this._inNavbar=this._detectNavbar(),this._popper&&this._popper.update()}_completeHide(t){if(!pe.trigger(this._element,Li,t).defaultPrevented){if("ontouchstart"in document.documentElement)for(const t of[].concat(...document.body.children))pe.off(t,"mouseover",qt);this._popper&&this._popper.destroy(),this._menu.classList.remove(Mi),this._element.classList.remove(Mi),this._element.setAttribute("aria-expanded","false"),be.removeDataAttribute(this._menu,"popper"),pe.trigger(this._element,Si,t)}}_getConfig(t){if("object"==typeof(t=super._getConfig(t)).reference&&!Ht(t.reference)&&"function"!=typeof t.reference.getBoundingClientRect)throw new TypeError(`${Ci.toUpperCase()}: Option "reference" provided type "object" without a required "getBoundingClientRect" method.`);return t}_createPopper(){let t=this._element;"parent"===this._config.reference?t=this._parent:Ht(this._config.reference)?t=Bt(this._config.reference):"object"==typeof this._config.reference&&(t=this._config.reference);const e=this._getPopperConfig();this._popper=Dt(t,this._menu,e)}_isShown(){return this._menu.classList.contains(Mi)}_getPlacement(){const t=this._parent;if(t.classList.contains("dropend"))return qi;if(t.classList.contains("dropstart"))return Vi;if(t.classList.contains("dropup-center"))return"top";if(t.classList.contains("dropdown-center"))return"bottom";const e="end"===getComputedStyle(this._menu).getPropertyValue("--bs-position").trim();return t.classList.contains("dropup")?e?Wi:Bi:e?Ri:zi}_detectNavbar(){return null!==this._element.closest(".navbar")}_getOffset(){const{offset:t}=this._config;return"string"==typeof t?t.split(",").map(t=>Number.parseInt(t,10)):"function"==typeof t?e=>t(e,this._element):t}_getPopperConfig(){const t={placement:this._getPlacement(),modifiers:[{name:"preventOverflow",options:{boundary:this._config.boundary}},{name:"offset",options:{offset:this._getOffset()}}]};return(this._inNavbar||"static"===this._config.display)&&(be.setDataAttribute(this._menu,"popper","static"),t.modifiers=[{name:"applyStyles",enabled:!1}]),{...t,...Ut(this._config.popperConfig,[t])}}_selectMenuItem({key:t,target:e}){const i=Ee.find(".dropdown-menu .dropdown-item:not(.disabled):not(:disabled)",this._menu).filter(t=>Wt(t));i.length&&Jt(i,e,t===ki,!i.includes(e)).focus()}static jQueryInterface(t){return this.each(function(){const e=Qi.getOrCreateInstance(this,t);if("string"==typeof t){if(void 0===e[t])throw new TypeError(`No method named "${t}"`);e[t]()}})}static clearMenus(t){if(2===t.button||"keyup"===t.type&&"Tab"!==t.key)return;const e=Ee.find(Fi);for(const i of e){const e=Qi.getInstance(i);if(!e||!1===e._config.autoClose)continue;const n=t.composedPath(),s=n.includes(e._menu);if(n.includes(e._element)||"inside"===e._config.autoClose&&!s||"outside"===e._config.autoClose&&s)continue;if(e._menu.contains(t.target)&&("keyup"===t.type&&"Tab"===t.key||/input|select|option|textarea|form/i.test(t.target.tagName)))continue;const o={relatedTarget:e._element};"click"===t.type&&(o.clickEvent=t),e._completeHide(o)}}static dataApiKeydownHandler(t){const e=/input|textarea/i.test(t.target.tagName),i="Escape"===t.key,n=[xi,ki].includes(t.key);if(!n&&!i)return;if(e&&!i)return;t.preventDefault();const s=this.matches(ji)?this:Ee.prev(this,ji)[0]||Ee.next(this,ji)[0]||Ee.findOne(ji,t.delegateTarget.parentNode),o=Qi.getOrCreateInstance(s);if(n)return t.stopPropagation(),o.show(),void o._selectMenuItem(t);o._isShown()&&(t.stopPropagation(),o.hide(),s.focus())}}pe.on(document,Ni,ji,Qi.dataApiKeydownHandler),pe.on(document,Ni,Hi,Qi.dataApiKeydownHandler),pe.on(document,Ii,Qi.clearMenus),pe.on(document,Pi,Qi.clearMenus),pe.on(document,Ii,ji,function(t){t.preventDefault(),Qi.getOrCreateInstance(this).toggle()}),Xt(Qi);const Xi="backdrop",Ui="show",Gi=`mousedown.bs.${Xi}`,Ji={className:"modal-backdrop",clickCallback:null,isAnimated:!1,isVisible:!0,rootElement:"body"},Zi={className:"string",clickCallback:"(function|null)",isAnimated:"boolean",isVisible:"boolean",rootElement:"(element|string)"};class tn extends ve{constructor(t){super(),this._config=this._getConfig(t),this._isAppended=!1,this._element=null}static get Default(){return Ji}static get DefaultType(){return Zi}static get NAME(){return Xi}show(t){if(!this._config.isVisible)return void Ut(t);this._append();const e=this._getElement();this._config.isAnimated&&Vt(e),e.classList.add(Ui),this._emulateAnimation(()=>{Ut(t)})}hide(t){this._config.isVisible?(this._getElement().classList.remove(Ui),this._emulateAnimation(()=>{this.dispose(),Ut(t)})):Ut(t)}dispose(){this._isAppended&&(pe.off(this._element,Gi),this._element.remove(),this._isAppended=!1)}_getElement(){if(!this._element){const t=document.createElement("div");t.className=this._config.className,this._config.isAnimated&&t.classList.add("fade"),this._element=t}return this._element}_configAfterMerge(t){return t.rootElement=Bt(t.rootElement),t}_append(){if(this._isAppended)return;const t=this._getElement();this._config.rootElement.append(t),pe.on(t,Gi,()=>{Ut(this._config.clickCallback)}),this._isAppended=!0}_emulateAnimation(t){Gt(t,this._getElement(),this._config.isAnimated)}}const en=".bs.focustrap",nn=`focusin${en}`,sn=`keydown.tab${en}`,on="backward",rn={autofocus:!0,trapElement:null},an={autofocus:"boolean",trapElement:"element"};class ln extends ve{constructor(t){super(),this._config=this._getConfig(t),this._isActive=!1,this._lastTabNavDirection=null}static get Default(){return rn}static get DefaultType(){return an}static get NAME(){return"focustrap"}activate(){this._isActive||(this._config.autofocus&&this._config.trapElement.focus(),pe.off(document,en),pe.on(document,nn,t=>this._handleFocusin(t)),pe.on(document,sn,t=>this._handleKeydown(t)),this._isActive=!0)}deactivate(){this._isActive&&(this._isActive=!1,pe.off(document,en))}_handleFocusin(t){const{trapElement:e}=this._config;if(t.target===document||t.target===e||e.contains(t.target))return;const i=Ee.focusableChildren(e);0===i.length?e.focus():this._lastTabNavDirection===on?i[i.length-1].focus():i[0].focus()}_handleKeydown(t){"Tab"===t.key&&(this._lastTabNavDirection=t.shiftKey?on:"forward")}}const cn=".fixed-top, .fixed-bottom, .is-fixed, .sticky-top",hn=".sticky-top",dn="padding-right",un="margin-right";class fn{constructor(){this._element=document.body}getWidth(){const t=document.documentElement.clientWidth;return Math.abs(window.innerWidth-t)}hide(){const t=this.getWidth();this._disableOverFlow(),this._setElementAttributes(this._element,dn,e=>e+t),this._setElementAttributes(cn,dn,e=>e+t),this._setElementAttributes(hn,un,e=>e-t)}reset(){this._resetElementAttributes(this._element,"overflow"),this._resetElementAttributes(this._element,dn),this._resetElementAttributes(cn,dn),this._resetElementAttributes(hn,un)}isOverflowing(){return this.getWidth()>0}_disableOverFlow(){this._saveInitialAttribute(this._element,"overflow"),this._element.style.overflow="hidden"}_setElementAttributes(t,e,i){const n=this.getWidth();this._applyManipulationCallback(t,t=>{if(t!==this._element&&window.innerWidth>t.clientWidth+n)return;this._saveInitialAttribute(t,e);const s=window.getComputedStyle(t).getPropertyValue(e);t.style.setProperty(e,`${i(Number.parseFloat(s))}px`)})}_saveInitialAttribute(t,e){const i=t.style.getPropertyValue(e);i&&be.setDataAttribute(t,e,i)}_resetElementAttributes(t,e){this._applyManipulationCallback(t,t=>{const i=be.getDataAttribute(t,e);null!==i?(be.removeDataAttribute(t,e),t.style.setProperty(e,i)):t.style.removeProperty(e)})}_applyManipulationCallback(t,e){if(Ht(t))e(t);else for(const i of Ee.find(t,this._element))e(i)}}const pn=".bs.modal",mn=`hide${pn}`,gn=`hidePrevented${pn}`,_n=`hidden${pn}`,bn=`show${pn}`,vn=`shown${pn}`,yn=`resize${pn}`,wn=`click.dismiss${pn}`,En=`mousedown.dismiss${pn}`,An=`keydown.dismiss${pn}`,Cn=`click${pn}.data-api`,Tn="modal-open",On="show",xn="modal-static",kn={backdrop:!0,focus:!0,keyboard:!0},Ln={backdrop:"(boolean|string)",focus:"boolean",keyboard:"boolean"};class Sn extends ye{constructor(t,e){super(t,e),this._dialog=Ee.findOne(".modal-dialog",this._element),this._backdrop=this._initializeBackDrop(),this._focustrap=this._initializeFocusTrap(),this._isShown=!1,this._isTransitioning=!1,this._scrollBar=new fn,this._addEventListeners()}static get Default(){return kn}static get DefaultType(){return Ln}static get NAME(){return"modal"}toggle(t){return this._isShown?this.hide():this.show(t)}show(t){this._isShown||this._isTransitioning||pe.trigger(this._element,bn,{relatedTarget:t}).defaultPrevented||(this._isShown=!0,this._isTransitioning=!0,this._scrollBar.hide(),document.body.classList.add(Tn),this._adjustDialog(),this._backdrop.show(()=>this._showElement(t)))}hide(){this._isShown&&!this._isTransitioning&&(pe.trigger(this._element,mn).defaultPrevented||(this._isShown=!1,this._isTransitioning=!0,this._focustrap.deactivate(),this._element.classList.remove(On),this._queueCallback(()=>this._hideModal(),this._element,this._isAnimated())))}dispose(){pe.off(window,pn),pe.off(this._dialog,pn),this._backdrop.dispose(),this._focustrap.deactivate(),super.dispose()}handleUpdate(){this._adjustDialog()}_initializeBackDrop(){return new tn({isVisible:Boolean(this._config.backdrop),isAnimated:this._isAnimated()})}_initializeFocusTrap(){return new ln({trapElement:this._element})}_showElement(t){document.body.contains(this._element)||document.body.append(this._element),this._element.style.display="block",this._element.removeAttribute("aria-hidden"),this._element.setAttribute("aria-modal",!0),this._element.setAttribute("role","dialog"),this._element.scrollTop=0;const e=Ee.findOne(".modal-body",this._dialog);e&&(e.scrollTop=0),Vt(this._element),this._element.classList.add(On),this._queueCallback(()=>{this._config.focus&&this._focustrap.activate(),this._isTransitioning=!1,pe.trigger(this._element,vn,{relatedTarget:t})},this._dialog,this._isAnimated())}_addEventListeners(){pe.on(this._element,An,t=>{"Escape"===t.key&&(this._config.keyboard?this.hide():this._triggerBackdropTransition())}),pe.on(window,yn,()=>{this._isShown&&!this._isTransitioning&&this._adjustDialog()}),pe.on(this._element,En,t=>{pe.one(this._element,wn,e=>{this._element===t.target&&this._element===e.target&&("static"!==this._config.backdrop?this._config.backdrop&&this.hide():this._triggerBackdropTransition())})})}_hideModal(){this._element.style.display="none",this._element.setAttribute("aria-hidden",!0),this._element.removeAttribute("aria-modal"),this._element.removeAttribute("role"),this._isTransitioning=!1,this._backdrop.hide(()=>{document.body.classList.remove(Tn),this._resetAdjustments(),this._scrollBar.reset(),pe.trigger(this._element,_n)})}_isAnimated(){return this._element.classList.contains("fade")}_triggerBackdropTransition(){if(pe.trigger(this._element,gn).defaultPrevented)return;const t=this._element.scrollHeight>document.documentElement.clientHeight,e=this._element.style.overflowY;"hidden"===e||this._element.classList.contains(xn)||(t||(this._element.style.overflowY="hidden"),this._element.classList.add(xn),this._queueCallback(()=>{this._element.classList.remove(xn),this._queueCallback(()=>{this._element.style.overflowY=e},this._dialog)},this._dialog),this._element.focus())}_adjustDialog(){const t=this._element.scrollHeight>document.documentElement.clientHeight,e=this._scrollBar.getWidth(),i=e>0;if(i&&!t){const t=Qt()?"paddingLeft":"paddingRight";this._element.style[t]=`${e}px`}if(!i&&t){const t=Qt()?"paddingRight":"paddingLeft";this._element.style[t]=`${e}px`}}_resetAdjustments(){this._element.style.paddingLeft="",this._element.style.paddingRight=""}static jQueryInterface(t,e){return this.each(function(){const i=Sn.getOrCreateInstance(this,t);if("string"==typeof t){if(void 0===i[t])throw new TypeError(`No method named "${t}"`);i[t](e)}})}}pe.on(document,Cn,'[data-bs-toggle="modal"]',function(t){const e=Ee.getElementFromSelector(this);["A","AREA"].includes(this.tagName)&&t.preventDefault(),pe.one(e,bn,t=>{t.defaultPrevented||pe.one(e,_n,()=>{Wt(this)&&this.focus()})});const i=Ee.findOne(".modal.show");i&&Sn.getInstance(i).hide(),Sn.getOrCreateInstance(e).toggle(this)}),Ae(Sn),Xt(Sn);const Dn=".bs.offcanvas",$n=".data-api",In=`load${Dn}${$n}`,Nn="show",Pn="showing",Mn="hiding",jn=".offcanvas.show",Fn=`show${Dn}`,Hn=`shown${Dn}`,Bn=`hide${Dn}`,Wn=`hidePrevented${Dn}`,zn=`hidden${Dn}`,Rn=`resize${Dn}`,qn=`click${Dn}${$n}`,Vn=`keydown.dismiss${Dn}`,Yn={backdrop:!0,keyboard:!0,scroll:!1},Kn={backdrop:"(boolean|string)",keyboard:"boolean",scroll:"boolean"};class Qn extends ye{constructor(t,e){super(t,e),this._isShown=!1,this._backdrop=this._initializeBackDrop(),this._focustrap=this._initializeFocusTrap(),this._addEventListeners()}static get Default(){return Yn}static get DefaultType(){return Kn}static get NAME(){return"offcanvas"}toggle(t){return this._isShown?this.hide():this.show(t)}show(t){this._isShown||pe.trigger(this._element,Fn,{relatedTarget:t}).defaultPrevented||(this._isShown=!0,this._backdrop.show(),this._config.scroll||(new fn).hide(),this._element.setAttribute("aria-modal",!0),this._element.setAttribute("role","dialog"),this._element.classList.add(Pn),this._queueCallback(()=>{this._config.scroll&&!this._config.backdrop||this._focustrap.activate(),this._element.classList.add(Nn),this._element.classList.remove(Pn),pe.trigger(this._element,Hn,{relatedTarget:t})},this._element,!0))}hide(){this._isShown&&(pe.trigger(this._element,Bn).defaultPrevented||(this._focustrap.deactivate(),this._element.blur(),this._isShown=!1,this._element.classList.add(Mn),this._backdrop.hide(),this._queueCallback(()=>{this._element.classList.remove(Nn,Mn),this._element.removeAttribute("aria-modal"),this._element.removeAttribute("role"),this._config.scroll||(new fn).reset(),pe.trigger(this._element,zn)},this._element,!0)))}dispose(){this._backdrop.dispose(),this._focustrap.deactivate(),super.dispose()}_initializeBackDrop(){const t=Boolean(this._config.backdrop);return new tn({className:"offcanvas-backdrop",isVisible:t,isAnimated:!0,rootElement:this._element.parentNode,clickCallback:t?()=>{"static"!==this._config.backdrop?this.hide():pe.trigger(this._element,Wn)}:null})}_initializeFocusTrap(){return new ln({trapElement:this._element})}_addEventListeners(){pe.on(this._element,Vn,t=>{"Escape"===t.key&&(this._config.keyboard?this.hide():pe.trigger(this._element,Wn))})}static jQueryInterface(t){return this.each(function(){const e=Qn.getOrCreateInstance(this,t);if("string"==typeof t){if(void 0===e[t]||t.startsWith("_")||"constructor"===t)throw new TypeError(`No method named "${t}"`);e[t](this)}})}}pe.on(document,qn,'[data-bs-toggle="offcanvas"]',function(t){const e=Ee.getElementFromSelector(this);if(["A","AREA"].includes(this.tagName)&&t.preventDefault(),zt(this))return;pe.one(e,zn,()=>{Wt(this)&&this.focus()});const i=Ee.findOne(jn);i&&i!==e&&Qn.getInstance(i).hide(),Qn.getOrCreateInstance(e).toggle(this)}),pe.on(window,In,()=>{for(const t of Ee.find(jn))Qn.getOrCreateInstance(t).show()}),pe.on(window,Rn,()=>{for(const t of Ee.find("[aria-modal][class*=show][class*=offcanvas-]"))"fixed"!==getComputedStyle(t).position&&Qn.getOrCreateInstance(t).hide()}),Ae(Qn),Xt(Qn);const Xn={"*":["class","dir","id","lang","role",/^aria-[\w-]*$/i],a:["target","href","title","rel"],area:[],b:[],br:[],col:[],code:[],dd:[],div:[],dl:[],dt:[],em:[],hr:[],h1:[],h2:[],h3:[],h4:[],h5:[],h6:[],i:[],img:["src","srcset","alt","title","width","height"],li:[],ol:[],p:[],pre:[],s:[],small:[],span:[],sub:[],sup:[],strong:[],u:[],ul:[]},Un=new Set(["background","cite","href","itemtype","longdesc","poster","src","xlink:href"]),Gn=/^(?!javascript:)(?:[a-z0-9+.-]+:|[^&:/?#]*(?:[/?#]|$))/i,Jn=(t,e)=>{const i=t.nodeName.toLowerCase();return e.includes(i)?!Un.has(i)||Boolean(Gn.test(t.nodeValue)):e.filter(t=>t instanceof RegExp).some(t=>t.test(i))},Zn={allowList:Xn,content:{},extraClass:"",html:!1,sanitize:!0,sanitizeFn:null,template:"

"},ts={allowList:"object",content:"object",extraClass:"(string|function)",html:"boolean",sanitize:"boolean",sanitizeFn:"(null|function)",template:"string"},es={entry:"(string|element|function|null)",selector:"(string|element)"};class is extends ve{constructor(t){super(),this._config=this._getConfig(t)}static get Default(){return Zn}static get DefaultType(){return ts}static get NAME(){return"TemplateFactory"}getContent(){return Object.values(this._config.content).map(t=>this._resolvePossibleFunction(t)).filter(Boolean)}hasContent(){return this.getContent().length>0}changeContent(t){return this._checkContent(t),this._config.content={...this._config.content,...t},this}toHtml(){const t=document.createElement("div");t.innerHTML=this._maybeSanitize(this._config.template);for(const[e,i]of Object.entries(this._config.content))this._setContent(t,i,e);const e=t.children[0],i=this._resolvePossibleFunction(this._config.extraClass);return i&&e.classList.add(...i.split(" ")),e}_typeCheckConfig(t){super._typeCheckConfig(t),this._checkContent(t.content)}_checkContent(t){for(const[e,i]of Object.entries(t))super._typeCheckConfig({selector:e,entry:i},es)}_setContent(t,e,i){const n=Ee.findOne(i,t);n&&((e=this._resolvePossibleFunction(e))?Ht(e)?this._putElementInTemplate(Bt(e),n):this._config.html?n.innerHTML=this._maybeSanitize(e):n.textContent=e:n.remove())}_maybeSanitize(t){return this._config.sanitize?function(t,e,i){if(!t.length)return t;if(i&&"function"==typeof i)return i(t);const n=(new window.DOMParser).parseFromString(t,"text/html"),s=[].concat(...n.body.querySelectorAll("*"));for(const t of s){const i=t.nodeName.toLowerCase();if(!Object.keys(e).includes(i)){t.remove();continue}const n=[].concat(...t.attributes),s=[].concat(e["*"]||[],e[i]||[]);for(const e of n)Jn(e,s)||t.removeAttribute(e.nodeName)}return n.body.innerHTML}(t,this._config.allowList,this._config.sanitizeFn):t}_resolvePossibleFunction(t){return Ut(t,[this])}_putElementInTemplate(t,e){if(this._config.html)return e.innerHTML="",void e.append(t);e.textContent=t.textContent}}const ns=new Set(["sanitize","allowList","sanitizeFn"]),ss="fade",os="show",rs=".tooltip-inner",as=".modal",ls="hide.bs.modal",cs="hover",hs="focus",ds={AUTO:"auto",TOP:"top",RIGHT:Qt()?"left":"right",BOTTOM:"bottom",LEFT:Qt()?"right":"left"},us={allowList:Xn,animation:!0,boundary:"clippingParents",container:!1,customClass:"",delay:0,fallbackPlacements:["top","right","bottom","left"],html:!1,offset:[0,6],placement:"top",popperConfig:null,sanitize:!0,sanitizeFn:null,selector:!1,template:'',title:"",trigger:"hover focus"},fs={allowList:"object",animation:"boolean",boundary:"(string|element)",container:"(string|element|boolean)",customClass:"(string|function)",delay:"(number|object)",fallbackPlacements:"array",html:"boolean",offset:"(array|string|function)",placement:"(string|function)",popperConfig:"(null|object|function)",sanitize:"boolean",sanitizeFn:"(null|function)",selector:"(string|boolean)",template:"string",title:"(string|element|function)",trigger:"string"};class ps extends ye{constructor(t,e){super(t,e),this._isEnabled=!0,this._timeout=0,this._isHovered=null,this._activeTrigger={},this._popper=null,this._templateFactory=null,this._newContent=null,this.tip=null,this._setListeners(),this._config.selector||this._fixTitle()}static get Default(){return us}static get DefaultType(){return fs}static get NAME(){return"tooltip"}enable(){this._isEnabled=!0}disable(){this._isEnabled=!1}toggleEnabled(){this._isEnabled=!this._isEnabled}toggle(){this._isEnabled&&(this._activeTrigger.click=!this._activeTrigger.click,this._isShown()?this._leave():this._enter())}dispose(){clearTimeout(this._timeout),pe.off(this._element.closest(as),ls,this._hideModalHandler),this._element.getAttribute("data-bs-original-title")&&this._element.setAttribute("title",this._element.getAttribute("data-bs-original-title")),this._disposePopper(),super.dispose()}show(){if("none"===this._element.style.display)throw new Error("Please use show on visible elements");if(!this._isWithContent()||!this._isEnabled)return;const t=pe.trigger(this._element,this.constructor.eventName("show")),e=(Rt(this._element)||this._element.ownerDocument.documentElement).contains(this._element);if(t.defaultPrevented||!e)return;this._disposePopper();const i=this._getTipElement();this._element.setAttribute("aria-describedby",i.getAttribute("id"));const{container:n}=this._config;if(this._element.ownerDocument.documentElement.contains(this.tip)||(n.append(i),pe.trigger(this._element,this.constructor.eventName("inserted"))),this._popper=this._createPopper(i),i.classList.add(os),"ontouchstart"in document.documentElement)for(const t of[].concat(...document.body.children))pe.on(t,"mouseover",qt);this._queueCallback(()=>{pe.trigger(this._element,this.constructor.eventName("shown")),!1===this._isHovered&&this._leave(),this._isHovered=!1},this.tip,this._isAnimated())}hide(){if(this._isShown()&&!pe.trigger(this._element,this.constructor.eventName("hide")).defaultPrevented){if(this._getTipElement().classList.remove(os),"ontouchstart"in document.documentElement)for(const t of[].concat(...document.body.children))pe.off(t,"mouseover",qt);this._activeTrigger.click=!1,this._activeTrigger[hs]=!1,this._activeTrigger[cs]=!1,this._isHovered=null,this._queueCallback(()=>{this._isWithActiveTrigger()||(this._isHovered||this._disposePopper(),this._element.removeAttribute("aria-describedby"),pe.trigger(this._element,this.constructor.eventName("hidden")))},this.tip,this._isAnimated())}}update(){this._popper&&this._popper.update()}_isWithContent(){return Boolean(this._getTitle())}_getTipElement(){return this.tip||(this.tip=this._createTipElement(this._newContent||this._getContentForTemplate())),this.tip}_createTipElement(t){const e=this._getTemplateFactory(t).toHtml();if(!e)return null;e.classList.remove(ss,os),e.classList.add(`bs-${this.constructor.NAME}-auto`);const i=(t=>{do{t+=Math.floor(1e6*Math.random())}while(document.getElementById(t));return t})(this.constructor.NAME).toString();return e.setAttribute("id",i),this._isAnimated()&&e.classList.add(ss),e}setContent(t){this._newContent=t,this._isShown()&&(this._disposePopper(),this.show())}_getTemplateFactory(t){return this._templateFactory?this._templateFactory.changeContent(t):this._templateFactory=new is({...this._config,content:t,extraClass:this._resolvePossibleFunction(this._config.customClass)}),this._templateFactory}_getContentForTemplate(){return{[rs]:this._getTitle()}}_getTitle(){return this._resolvePossibleFunction(this._config.title)||this._element.getAttribute("data-bs-original-title")}_initializeOnDelegatedTarget(t){return this.constructor.getOrCreateInstance(t.delegateTarget,this._getDelegateConfig())}_isAnimated(){return this._config.animation||this.tip&&this.tip.classList.contains(ss)}_isShown(){return this.tip&&this.tip.classList.contains(os)}_createPopper(t){const e=Ut(this._config.placement,[this,t,this._element]),i=ds[e.toUpperCase()];return Dt(this._element,t,this._getPopperConfig(i))}_getOffset(){const{offset:t}=this._config;return"string"==typeof t?t.split(",").map(t=>Number.parseInt(t,10)):"function"==typeof t?e=>t(e,this._element):t}_resolvePossibleFunction(t){return Ut(t,[this._element])}_getPopperConfig(t){const e={placement:t,modifiers:[{name:"flip",options:{fallbackPlacements:this._config.fallbackPlacements}},{name:"offset",options:{offset:this._getOffset()}},{name:"preventOverflow",options:{boundary:this._config.boundary}},{name:"arrow",options:{element:`.${this.constructor.NAME}-arrow`}},{name:"preSetPlacement",enabled:!0,phase:"beforeMain",fn:t=>{this._getTipElement().setAttribute("data-popper-placement",t.state.placement)}}]};return{...e,...Ut(this._config.popperConfig,[e])}}_setListeners(){const t=this._config.trigger.split(" ");for(const e of t)if("click"===e)pe.on(this._element,this.constructor.eventName("click"),this._config.selector,t=>{this._initializeOnDelegatedTarget(t).toggle()});else if("manual"!==e){const t=e===cs?this.constructor.eventName("mouseenter"):this.constructor.eventName("focusin"),i=e===cs?this.constructor.eventName("mouseleave"):this.constructor.eventName("focusout");pe.on(this._element,t,this._config.selector,t=>{const e=this._initializeOnDelegatedTarget(t);e._activeTrigger["focusin"===t.type?hs:cs]=!0,e._enter()}),pe.on(this._element,i,this._config.selector,t=>{const e=this._initializeOnDelegatedTarget(t);e._activeTrigger["focusout"===t.type?hs:cs]=e._element.contains(t.relatedTarget),e._leave()})}this._hideModalHandler=()=>{this._element&&this.hide()},pe.on(this._element.closest(as),ls,this._hideModalHandler)}_fixTitle(){const t=this._element.getAttribute("title");t&&(this._element.getAttribute("aria-label")||this._element.textContent.trim()||this._element.setAttribute("aria-label",t),this._element.setAttribute("data-bs-original-title",t),this._element.removeAttribute("title"))}_enter(){this._isShown()||this._isHovered?this._isHovered=!0:(this._isHovered=!0,this._setTimeout(()=>{this._isHovered&&this.show()},this._config.delay.show))}_leave(){this._isWithActiveTrigger()||(this._isHovered=!1,this._setTimeout(()=>{this._isHovered||this.hide()},this._config.delay.hide))}_setTimeout(t,e){clearTimeout(this._timeout),this._timeout=setTimeout(t,e)}_isWithActiveTrigger(){return Object.values(this._activeTrigger).includes(!0)}_getConfig(t){const e=be.getDataAttributes(this._element);for(const t of Object.keys(e))ns.has(t)&&delete e[t];return t={...e,..."object"==typeof t&&t?t:{}},t=this._mergeConfigObj(t),t=this._configAfterMerge(t),this._typeCheckConfig(t),t}_configAfterMerge(t){return t.container=!1===t.container?document.body:Bt(t.container),"number"==typeof t.delay&&(t.delay={show:t.delay,hide:t.delay}),"number"==typeof t.title&&(t.title=t.title.toString()),"number"==typeof t.content&&(t.content=t.content.toString()),t}_getDelegateConfig(){const t={};for(const[e,i]of Object.entries(this._config))this.constructor.Default[e]!==i&&(t[e]=i);return t.selector=!1,t.trigger="manual",t}_disposePopper(){this._popper&&(this._popper.destroy(),this._popper=null),this.tip&&(this.tip.remove(),this.tip=null)}static jQueryInterface(t){return this.each(function(){const e=ps.getOrCreateInstance(this,t);if("string"==typeof t){if(void 0===e[t])throw new TypeError(`No method named "${t}"`);e[t]()}})}}Xt(ps);const ms=".popover-header",gs=".popover-body",_s={...ps.Default,content:"",offset:[0,8],placement:"right",template:'',trigger:"click"},bs={...ps.DefaultType,content:"(null|string|element|function)"};class vs extends ps{static get Default(){return _s}static get DefaultType(){return bs}static get NAME(){return"popover"}_isWithContent(){return this._getTitle()||this._getContent()}_getContentForTemplate(){return{[ms]:this._getTitle(),[gs]:this._getContent()}}_getContent(){return this._resolvePossibleFunction(this._config.content)}static jQueryInterface(t){return this.each(function(){const e=vs.getOrCreateInstance(this,t);if("string"==typeof t){if(void 0===e[t])throw new TypeError(`No method named "${t}"`);e[t]()}})}}Xt(vs);const ys=".bs.scrollspy",ws=`activate${ys}`,Es=`click${ys}`,As=`load${ys}.data-api`,Cs="active",Ts="[href]",Os=".nav-link",xs=`${Os}, .nav-item > ${Os}, .list-group-item`,ks={offset:null,rootMargin:"0px 0px -25%",smoothScroll:!1,target:null,threshold:[.1,.5,1]},Ls={offset:"(number|null)",rootMargin:"string",smoothScroll:"boolean",target:"element",threshold:"array"};class Ss extends ye{constructor(t,e){super(t,e),this._targetLinks=new Map,this._observableSections=new Map,this._rootElement="visible"===getComputedStyle(this._element).overflowY?null:this._element,this._activeTarget=null,this._observer=null,this._previousScrollData={visibleEntryTop:0,parentScrollTop:0},this.refresh()}static get Default(){return ks}static get DefaultType(){return Ls}static get NAME(){return"scrollspy"}refresh(){this._initializeTargetsAndObservables(),this._maybeEnableSmoothScroll(),this._observer?this._observer.disconnect():this._observer=this._getNewObserver();for(const t of this._observableSections.values())this._observer.observe(t)}dispose(){this._observer.disconnect(),super.dispose()}_configAfterMerge(t){return t.target=Bt(t.target)||document.body,t.rootMargin=t.offset?`${t.offset}px 0px -30%`:t.rootMargin,"string"==typeof t.threshold&&(t.threshold=t.threshold.split(",").map(t=>Number.parseFloat(t))),t}_maybeEnableSmoothScroll(){this._config.smoothScroll&&(pe.off(this._config.target,Es),pe.on(this._config.target,Es,Ts,t=>{const e=this._observableSections.get(t.target.hash);if(e){t.preventDefault();const i=this._rootElement||window,n=e.offsetTop-this._element.offsetTop;if(i.scrollTo)return void i.scrollTo({top:n,behavior:"smooth"});i.scrollTop=n}}))}_getNewObserver(){const t={root:this._rootElement,threshold:this._config.threshold,rootMargin:this._config.rootMargin};return new IntersectionObserver(t=>this._observerCallback(t),t)}_observerCallback(t){const e=t=>this._targetLinks.get(`#${t.target.id}`),i=t=>{this._previousScrollData.visibleEntryTop=t.target.offsetTop,this._process(e(t))},n=(this._rootElement||document.documentElement).scrollTop,s=n>=this._previousScrollData.parentScrollTop;this._previousScrollData.parentScrollTop=n;for(const o of t){if(!o.isIntersecting){this._activeTarget=null,this._clearActiveClass(e(o));continue}const t=o.target.offsetTop>=this._previousScrollData.visibleEntryTop;if(s&&t){if(i(o),!n)return}else s||t||i(o)}}_initializeTargetsAndObservables(){this._targetLinks=new Map,this._observableSections=new Map;const t=Ee.find(Ts,this._config.target);for(const e of t){if(!e.hash||zt(e))continue;const t=Ee.findOne(decodeURI(e.hash),this._element);Wt(t)&&(this._targetLinks.set(decodeURI(e.hash),e),this._observableSections.set(e.hash,t))}}_process(t){this._activeTarget!==t&&(this._clearActiveClass(this._config.target),this._activeTarget=t,t.classList.add(Cs),this._activateParents(t),pe.trigger(this._element,ws,{relatedTarget:t}))}_activateParents(t){if(t.classList.contains("dropdown-item"))Ee.findOne(".dropdown-toggle",t.closest(".dropdown")).classList.add(Cs);else for(const e of Ee.parents(t,".nav, .list-group"))for(const t of Ee.prev(e,xs))t.classList.add(Cs)}_clearActiveClass(t){t.classList.remove(Cs);const e=Ee.find(`${Ts}.${Cs}`,t);for(const t of e)t.classList.remove(Cs)}static jQueryInterface(t){return this.each(function(){const e=Ss.getOrCreateInstance(this,t);if("string"==typeof t){if(void 0===e[t]||t.startsWith("_")||"constructor"===t)throw new TypeError(`No method named "${t}"`);e[t]()}})}}pe.on(window,As,()=>{for(const t of Ee.find('[data-bs-spy="scroll"]'))Ss.getOrCreateInstance(t)}),Xt(Ss);const Ds=".bs.tab",$s=`hide${Ds}`,Is=`hidden${Ds}`,Ns=`show${Ds}`,Ps=`shown${Ds}`,Ms=`click${Ds}`,js=`keydown${Ds}`,Fs=`load${Ds}`,Hs="ArrowLeft",Bs="ArrowRight",Ws="ArrowUp",zs="ArrowDown",Rs="Home",qs="End",Vs="active",Ys="fade",Ks="show",Qs=".dropdown-toggle",Xs=`:not(${Qs})`,Us='[data-bs-toggle="tab"], [data-bs-toggle="pill"], [data-bs-toggle="list"]',Gs=`.nav-link${Xs}, .list-group-item${Xs}, [role="tab"]${Xs}, ${Us}`,Js=`.${Vs}[data-bs-toggle="tab"], .${Vs}[data-bs-toggle="pill"], .${Vs}[data-bs-toggle="list"]`;class Zs extends ye{constructor(t){super(t),this._parent=this._element.closest('.list-group, .nav, [role="tablist"]'),this._parent&&(this._setInitialAttributes(this._parent,this._getChildren()),pe.on(this._element,js,t=>this._keydown(t)))}static get NAME(){return"tab"}show(){const t=this._element;if(this._elemIsActive(t))return;const e=this._getActiveElem(),i=e?pe.trigger(e,$s,{relatedTarget:t}):null;pe.trigger(t,Ns,{relatedTarget:e}).defaultPrevented||i&&i.defaultPrevented||(this._deactivate(e,t),this._activate(t,e))}_activate(t,e){t&&(t.classList.add(Vs),this._activate(Ee.getElementFromSelector(t)),this._queueCallback(()=>{"tab"===t.getAttribute("role")?(t.removeAttribute("tabindex"),t.setAttribute("aria-selected",!0),this._toggleDropDown(t,!0),pe.trigger(t,Ps,{relatedTarget:e})):t.classList.add(Ks)},t,t.classList.contains(Ys)))}_deactivate(t,e){t&&(t.classList.remove(Vs),t.blur(),this._deactivate(Ee.getElementFromSelector(t)),this._queueCallback(()=>{"tab"===t.getAttribute("role")?(t.setAttribute("aria-selected",!1),t.setAttribute("tabindex","-1"),this._toggleDropDown(t,!1),pe.trigger(t,Is,{relatedTarget:e})):t.classList.remove(Ks)},t,t.classList.contains(Ys)))}_keydown(t){if(![Hs,Bs,Ws,zs,Rs,qs].includes(t.key))return;t.stopPropagation(),t.preventDefault();const e=this._getChildren().filter(t=>!zt(t));let i;if([Rs,qs].includes(t.key))i=e[t.key===Rs?0:e.length-1];else{const n=[Bs,zs].includes(t.key);i=Jt(e,t.target,n,!0)}i&&(i.focus({preventScroll:!0}),Zs.getOrCreateInstance(i).show())}_getChildren(){return Ee.find(Gs,this._parent)}_getActiveElem(){return this._getChildren().find(t=>this._elemIsActive(t))||null}_setInitialAttributes(t,e){this._setAttributeIfNotExists(t,"role","tablist");for(const t of e)this._setInitialAttributesOnChild(t)}_setInitialAttributesOnChild(t){t=this._getInnerElement(t);const e=this._elemIsActive(t),i=this._getOuterElement(t);t.setAttribute("aria-selected",e),i!==t&&this._setAttributeIfNotExists(i,"role","presentation"),e||t.setAttribute("tabindex","-1"),this._setAttributeIfNotExists(t,"role","tab"),this._setInitialAttributesOnTargetPanel(t)}_setInitialAttributesOnTargetPanel(t){const e=Ee.getElementFromSelector(t);e&&(this._setAttributeIfNotExists(e,"role","tabpanel"),t.id&&this._setAttributeIfNotExists(e,"aria-labelledby",`${t.id}`))}_toggleDropDown(t,e){const i=this._getOuterElement(t);if(!i.classList.contains("dropdown"))return;const n=(t,n)=>{const s=Ee.findOne(t,i);s&&s.classList.toggle(n,e)};n(Qs,Vs),n(".dropdown-menu",Ks),i.setAttribute("aria-expanded",e)}_setAttributeIfNotExists(t,e,i){t.hasAttribute(e)||t.setAttribute(e,i)}_elemIsActive(t){return t.classList.contains(Vs)}_getInnerElement(t){return t.matches(Gs)?t:Ee.findOne(Gs,t)}_getOuterElement(t){return t.closest(".nav-item, .list-group-item")||t}static jQueryInterface(t){return this.each(function(){const e=Zs.getOrCreateInstance(this);if("string"==typeof t){if(void 0===e[t]||t.startsWith("_")||"constructor"===t)throw new TypeError(`No method named "${t}"`);e[t]()}})}}pe.on(document,Ms,Us,function(t){["A","AREA"].includes(this.tagName)&&t.preventDefault(),zt(this)||Zs.getOrCreateInstance(this).show()}),pe.on(window,Fs,()=>{for(const t of Ee.find(Js))Zs.getOrCreateInstance(t)}),Xt(Zs);const to=".bs.toast",eo=`mouseover${to}`,io=`mouseout${to}`,no=`focusin${to}`,so=`focusout${to}`,oo=`hide${to}`,ro=`hidden${to}`,ao=`show${to}`,lo=`shown${to}`,co="hide",ho="show",uo="showing",fo={animation:"boolean",autohide:"boolean",delay:"number"},po={animation:!0,autohide:!0,delay:5e3};class mo extends ye{constructor(t,e){super(t,e),this._timeout=null,this._hasMouseInteraction=!1,this._hasKeyboardInteraction=!1,this._setListeners()}static get Default(){return po}static get DefaultType(){return fo}static get NAME(){return"toast"}show(){pe.trigger(this._element,ao).defaultPrevented||(this._clearTimeout(),this._config.animation&&this._element.classList.add("fade"),this._element.classList.remove(co),Vt(this._element),this._element.classList.add(ho,uo),this._queueCallback(()=>{this._element.classList.remove(uo),pe.trigger(this._element,lo),this._maybeScheduleHide()},this._element,this._config.animation))}hide(){this.isShown()&&(pe.trigger(this._element,oo).defaultPrevented||(this._element.classList.add(uo),this._queueCallback(()=>{this._element.classList.add(co),this._element.classList.remove(uo,ho),pe.trigger(this._element,ro)},this._element,this._config.animation)))}dispose(){this._clearTimeout(),this.isShown()&&this._element.classList.remove(ho),super.dispose()}isShown(){return this._element.classList.contains(ho)}_maybeScheduleHide(){this._config.autohide&&(this._hasMouseInteraction||this._hasKeyboardInteraction||(this._timeout=setTimeout(()=>{this.hide()},this._config.delay)))}_onInteraction(t,e){switch(t.type){case"mouseover":case"mouseout":this._hasMouseInteraction=e;break;case"focusin":case"focusout":this._hasKeyboardInteraction=e}if(e)return void this._clearTimeout();const i=t.relatedTarget;this._element===i||this._element.contains(i)||this._maybeScheduleHide()}_setListeners(){pe.on(this._element,eo,t=>this._onInteraction(t,!0)),pe.on(this._element,io,t=>this._onInteraction(t,!1)),pe.on(this._element,no,t=>this._onInteraction(t,!0)),pe.on(this._element,so,t=>this._onInteraction(t,!1))}_clearTimeout(){clearTimeout(this._timeout),this._timeout=null}static jQueryInterface(t){return this.each(function(){const e=mo.getOrCreateInstance(this,t);if("string"==typeof t){if(void 0===e[t])throw new TypeError(`No method named "${t}"`);e[t](this)}})}}function 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b/_static/scripts/bootstrap.js.LICENSE.txt @@ -0,0 +1,5 @@ +/*! + * Bootstrap v5.3.3 (https://getbootstrap.com/) + * Copyright 2011-2024 The Bootstrap Authors (https://github.com/twbs/bootstrap/graphs/contributors) + * Licensed under MIT (https://github.com/twbs/bootstrap/blob/main/LICENSE) + */ diff --git a/_static/scripts/bootstrap.js.map b/_static/scripts/bootstrap.js.map new file mode 100644 index 00000000..c49cba5d --- /dev/null +++ b/_static/scripts/bootstrap.js.map @@ -0,0 +1 @@ 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(element.nodeName || '').toLowerCase() : null;\n}","export default function getWindow(node) {\n if (node == null) {\n return window;\n }\n\n if (node.toString() !== '[object Window]') {\n var ownerDocument = node.ownerDocument;\n return ownerDocument ? ownerDocument.defaultView || window : window;\n }\n\n return node;\n}","import getWindow from \"./getWindow.js\";\n\nfunction isElement(node) {\n var OwnElement = getWindow(node).Element;\n return node instanceof OwnElement || node instanceof Element;\n}\n\nfunction isHTMLElement(node) {\n var OwnElement = getWindow(node).HTMLElement;\n return node instanceof OwnElement || node instanceof HTMLElement;\n}\n\nfunction isShadowRoot(node) {\n // IE 11 has no ShadowRoot\n if (typeof ShadowRoot === 'undefined') {\n return false;\n }\n\n var OwnElement = getWindow(node).ShadowRoot;\n return node instanceof OwnElement || node instanceof ShadowRoot;\n}\n\nexport { isElement, isHTMLElement, isShadowRoot };","import getNodeName from \"../dom-utils/getNodeName.js\";\nimport { isHTMLElement } from \"../dom-utils/instanceOf.js\"; // This modifier takes the styles prepared by the `computeStyles` modifier\n// and applies them to the HTMLElements such as popper and arrow\n\nfunction applyStyles(_ref) {\n var state = _ref.state;\n Object.keys(state.elements).forEach(function (name) {\n var style = state.styles[name] || {};\n var attributes = state.attributes[name] || {};\n var element = state.elements[name]; // arrow is optional + virtual elements\n\n if (!isHTMLElement(element) || !getNodeName(element)) {\n return;\n } // Flow doesn't support to extend this property, but it's the most\n // effective way to apply styles to an HTMLElement\n // $FlowFixMe[cannot-write]\n\n\n Object.assign(element.style, style);\n Object.keys(attributes).forEach(function (name) {\n var value = attributes[name];\n\n if (value === false) {\n element.removeAttribute(name);\n } else {\n element.setAttribute(name, value === true ? '' : value);\n }\n });\n });\n}\n\nfunction effect(_ref2) {\n var state = _ref2.state;\n var initialStyles = {\n popper: {\n position: state.options.strategy,\n left: '0',\n top: '0',\n margin: '0'\n },\n arrow: {\n position: 'absolute'\n },\n reference: {}\n };\n Object.assign(state.elements.popper.style, initialStyles.popper);\n state.styles = initialStyles;\n\n if (state.elements.arrow) {\n Object.assign(state.elements.arrow.style, initialStyles.arrow);\n }\n\n return function () {\n Object.keys(state.elements).forEach(function (name) {\n var element = state.elements[name];\n var attributes = state.attributes[name] || {};\n var styleProperties = Object.keys(state.styles.hasOwnProperty(name) ? state.styles[name] : initialStyles[name]); // Set all values to an empty string to unset them\n\n var style = styleProperties.reduce(function (style, property) {\n style[property] = '';\n return style;\n }, {}); // arrow is optional + virtual elements\n\n if (!isHTMLElement(element) || !getNodeName(element)) {\n return;\n }\n\n Object.assign(element.style, style);\n Object.keys(attributes).forEach(function (attribute) {\n element.removeAttribute(attribute);\n });\n });\n };\n} // eslint-disable-next-line import/no-unused-modules\n\n\nexport default {\n name: 'applyStyles',\n enabled: true,\n phase: 'write',\n fn: applyStyles,\n effect: effect,\n requires: ['computeStyles']\n};","import { auto } from \"../enums.js\";\nexport default function getBasePlacement(placement) {\n return placement.split('-')[0];\n}","export var max = Math.max;\nexport var min = Math.min;\nexport var round = Math.round;","export default function getUAString() {\n var uaData = navigator.userAgentData;\n\n if (uaData != null && uaData.brands && Array.isArray(uaData.brands)) {\n return uaData.brands.map(function (item) {\n return item.brand + \"/\" + item.version;\n }).join(' ');\n }\n\n return navigator.userAgent;\n}","import getUAString from \"../utils/userAgent.js\";\nexport default function isLayoutViewport() {\n return !/^((?!chrome|android).)*safari/i.test(getUAString());\n}","import { isElement, isHTMLElement } from \"./instanceOf.js\";\nimport { round } from \"../utils/math.js\";\nimport getWindow from \"./getWindow.js\";\nimport isLayoutViewport from \"./isLayoutViewport.js\";\nexport default function getBoundingClientRect(element, includeScale, isFixedStrategy) {\n if (includeScale === void 0) {\n includeScale = false;\n }\n\n if (isFixedStrategy === void 0) {\n isFixedStrategy = false;\n }\n\n var clientRect = element.getBoundingClientRect();\n var scaleX = 1;\n var scaleY = 1;\n\n if (includeScale && isHTMLElement(element)) {\n scaleX = element.offsetWidth > 0 ? round(clientRect.width) / element.offsetWidth || 1 : 1;\n scaleY = element.offsetHeight > 0 ? round(clientRect.height) / element.offsetHeight || 1 : 1;\n }\n\n var _ref = isElement(element) ? getWindow(element) : window,\n visualViewport = _ref.visualViewport;\n\n var addVisualOffsets = !isLayoutViewport() && isFixedStrategy;\n var x = (clientRect.left + (addVisualOffsets && visualViewport ? visualViewport.offsetLeft : 0)) / scaleX;\n var y = (clientRect.top + (addVisualOffsets && visualViewport ? visualViewport.offsetTop : 0)) / scaleY;\n var width = clientRect.width / scaleX;\n var height = clientRect.height / scaleY;\n return {\n width: width,\n height: height,\n top: y,\n right: x + width,\n bottom: y + height,\n left: x,\n x: x,\n y: y\n };\n}","import getBoundingClientRect from \"./getBoundingClientRect.js\"; // Returns the layout rect of an element relative to its offsetParent. Layout\n// means it doesn't take into account transforms.\n\nexport default function getLayoutRect(element) {\n var clientRect = getBoundingClientRect(element); // Use the clientRect sizes if it's not been transformed.\n // Fixes https://github.com/popperjs/popper-core/issues/1223\n\n var width = element.offsetWidth;\n var height = element.offsetHeight;\n\n if (Math.abs(clientRect.width - width) <= 1) {\n width = clientRect.width;\n }\n\n if (Math.abs(clientRect.height - height) <= 1) {\n height = clientRect.height;\n }\n\n return {\n x: element.offsetLeft,\n y: element.offsetTop,\n width: width,\n height: height\n };\n}","import { isShadowRoot } from \"./instanceOf.js\";\nexport default function contains(parent, child) {\n var rootNode = child.getRootNode && child.getRootNode(); // First, attempt with faster native method\n\n if (parent.contains(child)) {\n return true;\n } // then fallback to custom implementation with Shadow DOM support\n else if (rootNode && isShadowRoot(rootNode)) {\n var next = child;\n\n do {\n if (next && parent.isSameNode(next)) {\n return true;\n } // $FlowFixMe[prop-missing]: need a better way to handle this...\n\n\n next = next.parentNode || next.host;\n } while (next);\n } // Give up, the result is false\n\n\n return false;\n}","import getWindow from \"./getWindow.js\";\nexport default function getComputedStyle(element) {\n return getWindow(element).getComputedStyle(element);\n}","import getNodeName from \"./getNodeName.js\";\nexport default function isTableElement(element) {\n return ['table', 'td', 'th'].indexOf(getNodeName(element)) >= 0;\n}","import { isElement } from \"./instanceOf.js\";\nexport default function getDocumentElement(element) {\n // $FlowFixMe[incompatible-return]: assume body is always available\n return ((isElement(element) ? element.ownerDocument : // $FlowFixMe[prop-missing]\n element.document) || window.document).documentElement;\n}","import getNodeName from \"./getNodeName.js\";\nimport getDocumentElement from \"./getDocumentElement.js\";\nimport { isShadowRoot } from \"./instanceOf.js\";\nexport default function getParentNode(element) {\n if (getNodeName(element) === 'html') {\n return element;\n }\n\n return (// this is a quicker (but less type safe) way to save quite some bytes from the bundle\n // $FlowFixMe[incompatible-return]\n // $FlowFixMe[prop-missing]\n element.assignedSlot || // step into the shadow DOM of the parent of a slotted node\n element.parentNode || ( // DOM Element detected\n isShadowRoot(element) ? element.host : null) || // ShadowRoot detected\n // $FlowFixMe[incompatible-call]: HTMLElement is a Node\n getDocumentElement(element) // fallback\n\n );\n}","import getWindow from \"./getWindow.js\";\nimport getNodeName from \"./getNodeName.js\";\nimport getComputedStyle from \"./getComputedStyle.js\";\nimport { isHTMLElement, isShadowRoot } from \"./instanceOf.js\";\nimport isTableElement from \"./isTableElement.js\";\nimport getParentNode from \"./getParentNode.js\";\nimport getUAString from \"../utils/userAgent.js\";\n\nfunction getTrueOffsetParent(element) {\n if (!isHTMLElement(element) || // https://github.com/popperjs/popper-core/issues/837\n getComputedStyle(element).position === 'fixed') {\n return null;\n }\n\n return element.offsetParent;\n} // `.offsetParent` reports `null` for fixed elements, while absolute elements\n// return the containing block\n\n\nfunction getContainingBlock(element) {\n var isFirefox = /firefox/i.test(getUAString());\n var isIE = /Trident/i.test(getUAString());\n\n if (isIE && isHTMLElement(element)) {\n // In IE 9, 10 and 11 fixed elements containing block is always established by the viewport\n var elementCss = getComputedStyle(element);\n\n if (elementCss.position === 'fixed') {\n return null;\n }\n }\n\n var currentNode = getParentNode(element);\n\n if (isShadowRoot(currentNode)) {\n currentNode = currentNode.host;\n }\n\n while (isHTMLElement(currentNode) && ['html', 'body'].indexOf(getNodeName(currentNode)) < 0) {\n var css = getComputedStyle(currentNode); // This is non-exhaustive but covers the most common CSS properties that\n // create a containing block.\n // https://developer.mozilla.org/en-US/docs/Web/CSS/Containing_block#identifying_the_containing_block\n\n if (css.transform !== 'none' || css.perspective !== 'none' || css.contain === 'paint' || ['transform', 'perspective'].indexOf(css.willChange) !== -1 || isFirefox && css.willChange === 'filter' || isFirefox && css.filter && css.filter !== 'none') {\n return currentNode;\n } else {\n currentNode = currentNode.parentNode;\n }\n }\n\n return null;\n} // Gets the closest ancestor positioned element. Handles some edge cases,\n// such as table ancestors and cross browser bugs.\n\n\nexport default function getOffsetParent(element) {\n var window = getWindow(element);\n var offsetParent = getTrueOffsetParent(element);\n\n while (offsetParent && isTableElement(offsetParent) && getComputedStyle(offsetParent).position === 'static') {\n offsetParent = getTrueOffsetParent(offsetParent);\n }\n\n if (offsetParent && (getNodeName(offsetParent) === 'html' || getNodeName(offsetParent) === 'body' && getComputedStyle(offsetParent).position === 'static')) {\n return window;\n }\n\n return offsetParent || getContainingBlock(element) || window;\n}","export default function getMainAxisFromPlacement(placement) {\n return ['top', 'bottom'].indexOf(placement) >= 0 ? 'x' : 'y';\n}","import { max as mathMax, min as mathMin } from \"./math.js\";\nexport function within(min, value, max) {\n return mathMax(min, mathMin(value, max));\n}\nexport function withinMaxClamp(min, value, max) {\n var v = within(min, value, max);\n return v > max ? max : v;\n}","import getFreshSideObject from \"./getFreshSideObject.js\";\nexport default function mergePaddingObject(paddingObject) {\n return Object.assign({}, getFreshSideObject(), paddingObject);\n}","export default function getFreshSideObject() {\n return {\n top: 0,\n right: 0,\n bottom: 0,\n left: 0\n };\n}","export default function expandToHashMap(value, keys) {\n return keys.reduce(function (hashMap, key) {\n hashMap[key] = value;\n return hashMap;\n }, {});\n}","import getBasePlacement from \"../utils/getBasePlacement.js\";\nimport getLayoutRect from \"../dom-utils/getLayoutRect.js\";\nimport contains from \"../dom-utils/contains.js\";\nimport getOffsetParent from \"../dom-utils/getOffsetParent.js\";\nimport getMainAxisFromPlacement from \"../utils/getMainAxisFromPlacement.js\";\nimport { within } from \"../utils/within.js\";\nimport mergePaddingObject from \"../utils/mergePaddingObject.js\";\nimport expandToHashMap from \"../utils/expandToHashMap.js\";\nimport { left, right, basePlacements, top, bottom } from \"../enums.js\"; // eslint-disable-next-line import/no-unused-modules\n\nvar toPaddingObject = function toPaddingObject(padding, state) {\n padding = typeof padding === 'function' ? padding(Object.assign({}, state.rects, {\n placement: state.placement\n })) : padding;\n return mergePaddingObject(typeof padding !== 'number' ? padding : expandToHashMap(padding, basePlacements));\n};\n\nfunction arrow(_ref) {\n var _state$modifiersData$;\n\n var state = _ref.state,\n name = _ref.name,\n options = _ref.options;\n var arrowElement = state.elements.arrow;\n var popperOffsets = state.modifiersData.popperOffsets;\n var basePlacement = getBasePlacement(state.placement);\n var axis = getMainAxisFromPlacement(basePlacement);\n var isVertical = [left, right].indexOf(basePlacement) >= 0;\n var len = isVertical ? 'height' : 'width';\n\n if (!arrowElement || !popperOffsets) {\n return;\n }\n\n var paddingObject = toPaddingObject(options.padding, state);\n var arrowRect = getLayoutRect(arrowElement);\n var minProp = axis === 'y' ? top : left;\n var maxProp = axis === 'y' ? bottom : right;\n var endDiff = state.rects.reference[len] + state.rects.reference[axis] - popperOffsets[axis] - state.rects.popper[len];\n var startDiff = popperOffsets[axis] - state.rects.reference[axis];\n var arrowOffsetParent = getOffsetParent(arrowElement);\n var clientSize = arrowOffsetParent ? axis === 'y' ? arrowOffsetParent.clientHeight || 0 : arrowOffsetParent.clientWidth || 0 : 0;\n var centerToReference = endDiff / 2 - startDiff / 2; // Make sure the arrow doesn't overflow the popper if the center point is\n // outside of the popper bounds\n\n var min = paddingObject[minProp];\n var max = clientSize - arrowRect[len] - paddingObject[maxProp];\n var center = clientSize / 2 - arrowRect[len] / 2 + centerToReference;\n var offset = within(min, center, max); // Prevents breaking syntax highlighting...\n\n var axisProp = axis;\n state.modifiersData[name] = (_state$modifiersData$ = {}, _state$modifiersData$[axisProp] = offset, _state$modifiersData$.centerOffset = offset - center, _state$modifiersData$);\n}\n\nfunction effect(_ref2) {\n var state = _ref2.state,\n options = _ref2.options;\n var _options$element = options.element,\n arrowElement = _options$element === void 0 ? '[data-popper-arrow]' : _options$element;\n\n if (arrowElement == null) {\n return;\n } // CSS selector\n\n\n if (typeof arrowElement === 'string') {\n arrowElement = state.elements.popper.querySelector(arrowElement);\n\n if (!arrowElement) {\n return;\n }\n }\n\n if (!contains(state.elements.popper, arrowElement)) {\n return;\n }\n\n state.elements.arrow = arrowElement;\n} // eslint-disable-next-line import/no-unused-modules\n\n\nexport default {\n name: 'arrow',\n enabled: true,\n phase: 'main',\n fn: arrow,\n effect: effect,\n requires: ['popperOffsets'],\n requiresIfExists: ['preventOverflow']\n};","export default function getVariation(placement) {\n return placement.split('-')[1];\n}","import { top, left, right, bottom, end } from \"../enums.js\";\nimport getOffsetParent from \"../dom-utils/getOffsetParent.js\";\nimport getWindow from \"../dom-utils/getWindow.js\";\nimport getDocumentElement from \"../dom-utils/getDocumentElement.js\";\nimport getComputedStyle from \"../dom-utils/getComputedStyle.js\";\nimport getBasePlacement from \"../utils/getBasePlacement.js\";\nimport getVariation from \"../utils/getVariation.js\";\nimport { round } from \"../utils/math.js\"; // eslint-disable-next-line import/no-unused-modules\n\nvar unsetSides = {\n top: 'auto',\n right: 'auto',\n bottom: 'auto',\n left: 'auto'\n}; // Round the offsets to the nearest suitable subpixel based on the DPR.\n// Zooming can change the DPR, but it seems to report a value that will\n// cleanly divide the values into the appropriate subpixels.\n\nfunction roundOffsetsByDPR(_ref, win) {\n var x = _ref.x,\n y = _ref.y;\n var dpr = win.devicePixelRatio || 1;\n return {\n x: round(x * dpr) / dpr || 0,\n y: round(y * dpr) / dpr || 0\n };\n}\n\nexport function mapToStyles(_ref2) {\n var _Object$assign2;\n\n var popper = _ref2.popper,\n popperRect = _ref2.popperRect,\n placement = _ref2.placement,\n variation = _ref2.variation,\n offsets = _ref2.offsets,\n position = _ref2.position,\n gpuAcceleration = _ref2.gpuAcceleration,\n adaptive = _ref2.adaptive,\n roundOffsets = _ref2.roundOffsets,\n isFixed = _ref2.isFixed;\n var _offsets$x = offsets.x,\n x = _offsets$x === void 0 ? 0 : _offsets$x,\n _offsets$y = offsets.y,\n y = _offsets$y === void 0 ? 0 : _offsets$y;\n\n var _ref3 = typeof roundOffsets === 'function' ? roundOffsets({\n x: x,\n y: y\n }) : {\n x: x,\n y: y\n };\n\n x = _ref3.x;\n y = _ref3.y;\n var hasX = offsets.hasOwnProperty('x');\n var hasY = offsets.hasOwnProperty('y');\n var sideX = left;\n var sideY = top;\n var win = window;\n\n if (adaptive) {\n var offsetParent = getOffsetParent(popper);\n var heightProp = 'clientHeight';\n var widthProp = 'clientWidth';\n\n if (offsetParent === getWindow(popper)) {\n offsetParent = getDocumentElement(popper);\n\n if (getComputedStyle(offsetParent).position !== 'static' && position === 'absolute') {\n heightProp = 'scrollHeight';\n widthProp = 'scrollWidth';\n }\n } // $FlowFixMe[incompatible-cast]: force type refinement, we compare offsetParent with window above, but Flow doesn't detect it\n\n\n offsetParent = offsetParent;\n\n if (placement === top || (placement === left || placement === right) && variation === end) {\n sideY = bottom;\n var offsetY = isFixed && offsetParent === win && win.visualViewport ? win.visualViewport.height : // $FlowFixMe[prop-missing]\n offsetParent[heightProp];\n y -= offsetY - popperRect.height;\n y *= gpuAcceleration ? 1 : -1;\n }\n\n if (placement === left || (placement === top || placement === bottom) && variation === end) {\n sideX = right;\n var offsetX = isFixed && offsetParent === win && win.visualViewport ? win.visualViewport.width : // $FlowFixMe[prop-missing]\n offsetParent[widthProp];\n x -= offsetX - popperRect.width;\n x *= gpuAcceleration ? 1 : -1;\n }\n }\n\n var commonStyles = Object.assign({\n position: position\n }, adaptive && unsetSides);\n\n var _ref4 = roundOffsets === true ? roundOffsetsByDPR({\n x: x,\n y: y\n }, getWindow(popper)) : {\n x: x,\n y: y\n };\n\n x = _ref4.x;\n y = _ref4.y;\n\n if (gpuAcceleration) {\n var _Object$assign;\n\n return Object.assign({}, commonStyles, (_Object$assign = {}, _Object$assign[sideY] = hasY ? '0' : '', _Object$assign[sideX] = hasX ? '0' : '', _Object$assign.transform = (win.devicePixelRatio || 1) <= 1 ? \"translate(\" + x + \"px, \" + y + \"px)\" : \"translate3d(\" + x + \"px, \" + y + \"px, 0)\", _Object$assign));\n }\n\n return Object.assign({}, commonStyles, (_Object$assign2 = {}, _Object$assign2[sideY] = hasY ? y + \"px\" : '', _Object$assign2[sideX] = hasX ? x + \"px\" : '', _Object$assign2.transform = '', _Object$assign2));\n}\n\nfunction computeStyles(_ref5) {\n var state = _ref5.state,\n options = _ref5.options;\n var _options$gpuAccelerat = options.gpuAcceleration,\n gpuAcceleration = _options$gpuAccelerat === void 0 ? true : _options$gpuAccelerat,\n _options$adaptive = options.adaptive,\n adaptive = _options$adaptive === void 0 ? true : _options$adaptive,\n _options$roundOffsets = options.roundOffsets,\n roundOffsets = _options$roundOffsets === void 0 ? true : _options$roundOffsets;\n var commonStyles = {\n placement: getBasePlacement(state.placement),\n variation: getVariation(state.placement),\n popper: state.elements.popper,\n popperRect: state.rects.popper,\n gpuAcceleration: gpuAcceleration,\n isFixed: state.options.strategy === 'fixed'\n };\n\n if (state.modifiersData.popperOffsets != null) {\n state.styles.popper = Object.assign({}, state.styles.popper, mapToStyles(Object.assign({}, commonStyles, {\n offsets: state.modifiersData.popperOffsets,\n position: state.options.strategy,\n adaptive: adaptive,\n roundOffsets: roundOffsets\n })));\n }\n\n if (state.modifiersData.arrow != null) {\n state.styles.arrow = Object.assign({}, state.styles.arrow, mapToStyles(Object.assign({}, commonStyles, {\n offsets: state.modifiersData.arrow,\n position: 'absolute',\n adaptive: false,\n roundOffsets: roundOffsets\n })));\n }\n\n state.attributes.popper = Object.assign({}, state.attributes.popper, {\n 'data-popper-placement': state.placement\n });\n} // eslint-disable-next-line import/no-unused-modules\n\n\nexport default {\n name: 'computeStyles',\n enabled: true,\n phase: 'beforeWrite',\n fn: computeStyles,\n data: {}\n};","import getWindow from \"../dom-utils/getWindow.js\"; // eslint-disable-next-line import/no-unused-modules\n\nvar passive = {\n passive: true\n};\n\nfunction effect(_ref) {\n var state = _ref.state,\n instance = _ref.instance,\n options = _ref.options;\n var _options$scroll = options.scroll,\n scroll = _options$scroll === void 0 ? true : _options$scroll,\n _options$resize = options.resize,\n resize = _options$resize === void 0 ? true : _options$resize;\n var window = getWindow(state.elements.popper);\n var scrollParents = [].concat(state.scrollParents.reference, state.scrollParents.popper);\n\n if (scroll) {\n scrollParents.forEach(function (scrollParent) {\n scrollParent.addEventListener('scroll', instance.update, passive);\n });\n }\n\n if (resize) {\n window.addEventListener('resize', instance.update, passive);\n }\n\n return function () {\n if (scroll) {\n scrollParents.forEach(function (scrollParent) {\n scrollParent.removeEventListener('scroll', instance.update, passive);\n });\n }\n\n if (resize) {\n window.removeEventListener('resize', instance.update, passive);\n }\n };\n} // eslint-disable-next-line import/no-unused-modules\n\n\nexport default {\n name: 'eventListeners',\n enabled: true,\n phase: 'write',\n fn: function fn() {},\n effect: effect,\n data: {}\n};","var hash = {\n left: 'right',\n right: 'left',\n bottom: 'top',\n top: 'bottom'\n};\nexport default function getOppositePlacement(placement) {\n return placement.replace(/left|right|bottom|top/g, function (matched) {\n return hash[matched];\n });\n}","var hash = {\n start: 'end',\n end: 'start'\n};\nexport default function getOppositeVariationPlacement(placement) {\n return placement.replace(/start|end/g, function (matched) {\n return hash[matched];\n });\n}","import getWindow from \"./getWindow.js\";\nexport default function getWindowScroll(node) {\n var win = getWindow(node);\n var scrollLeft = win.pageXOffset;\n var scrollTop = win.pageYOffset;\n return {\n scrollLeft: scrollLeft,\n scrollTop: scrollTop\n };\n}","import getBoundingClientRect from \"./getBoundingClientRect.js\";\nimport getDocumentElement from \"./getDocumentElement.js\";\nimport getWindowScroll from \"./getWindowScroll.js\";\nexport default function getWindowScrollBarX(element) {\n // If has a CSS width greater than the viewport, then this will be\n // incorrect for RTL.\n // Popper 1 is broken in this case and never had a bug report so let's assume\n // it's not an issue. I don't think anyone ever specifies width on \n // anyway.\n // Browsers where the left scrollbar doesn't cause an issue report `0` for\n // this (e.g. Edge 2019, IE11, Safari)\n return getBoundingClientRect(getDocumentElement(element)).left + getWindowScroll(element).scrollLeft;\n}","import getComputedStyle from \"./getComputedStyle.js\";\nexport default function isScrollParent(element) {\n // Firefox wants us to check `-x` and `-y` variations as well\n var _getComputedStyle = getComputedStyle(element),\n overflow = _getComputedStyle.overflow,\n overflowX = _getComputedStyle.overflowX,\n overflowY = _getComputedStyle.overflowY;\n\n return /auto|scroll|overlay|hidden/.test(overflow + overflowY + overflowX);\n}","import getParentNode from \"./getParentNode.js\";\nimport isScrollParent from \"./isScrollParent.js\";\nimport getNodeName from \"./getNodeName.js\";\nimport { isHTMLElement } from \"./instanceOf.js\";\nexport default function getScrollParent(node) {\n if (['html', 'body', '#document'].indexOf(getNodeName(node)) >= 0) {\n // $FlowFixMe[incompatible-return]: assume body is always available\n return node.ownerDocument.body;\n }\n\n if (isHTMLElement(node) && isScrollParent(node)) {\n return node;\n }\n\n return getScrollParent(getParentNode(node));\n}","import getScrollParent from \"./getScrollParent.js\";\nimport getParentNode from \"./getParentNode.js\";\nimport getWindow from \"./getWindow.js\";\nimport isScrollParent from \"./isScrollParent.js\";\n/*\ngiven a DOM element, return the list of all scroll parents, up the list of ancesors\nuntil we get to the top window object. This list is what we attach scroll listeners\nto, because if any of these parent elements scroll, we'll need to re-calculate the\nreference element's position.\n*/\n\nexport default function listScrollParents(element, list) {\n var _element$ownerDocumen;\n\n if (list === void 0) {\n list = [];\n }\n\n var scrollParent = getScrollParent(element);\n var isBody = scrollParent === ((_element$ownerDocumen = element.ownerDocument) == null ? void 0 : _element$ownerDocumen.body);\n var win = getWindow(scrollParent);\n var target = isBody ? [win].concat(win.visualViewport || [], isScrollParent(scrollParent) ? scrollParent : []) : scrollParent;\n var updatedList = list.concat(target);\n return isBody ? updatedList : // $FlowFixMe[incompatible-call]: isBody tells us target will be an HTMLElement here\n updatedList.concat(listScrollParents(getParentNode(target)));\n}","export default function rectToClientRect(rect) {\n return Object.assign({}, rect, {\n left: rect.x,\n top: rect.y,\n right: rect.x + rect.width,\n bottom: rect.y + rect.height\n });\n}","import { viewport } from \"../enums.js\";\nimport getViewportRect from \"./getViewportRect.js\";\nimport getDocumentRect from \"./getDocumentRect.js\";\nimport listScrollParents from \"./listScrollParents.js\";\nimport getOffsetParent from \"./getOffsetParent.js\";\nimport getDocumentElement from \"./getDocumentElement.js\";\nimport getComputedStyle from \"./getComputedStyle.js\";\nimport { isElement, isHTMLElement } from \"./instanceOf.js\";\nimport getBoundingClientRect from \"./getBoundingClientRect.js\";\nimport getParentNode from \"./getParentNode.js\";\nimport contains from \"./contains.js\";\nimport getNodeName from \"./getNodeName.js\";\nimport rectToClientRect from \"../utils/rectToClientRect.js\";\nimport { max, min } from \"../utils/math.js\";\n\nfunction getInnerBoundingClientRect(element, strategy) {\n var rect = getBoundingClientRect(element, false, strategy === 'fixed');\n rect.top = rect.top + element.clientTop;\n rect.left = rect.left + element.clientLeft;\n rect.bottom = rect.top + element.clientHeight;\n rect.right = rect.left + element.clientWidth;\n rect.width = element.clientWidth;\n rect.height = element.clientHeight;\n rect.x = rect.left;\n rect.y = rect.top;\n return rect;\n}\n\nfunction getClientRectFromMixedType(element, clippingParent, strategy) {\n return clippingParent === viewport ? rectToClientRect(getViewportRect(element, strategy)) : isElement(clippingParent) ? getInnerBoundingClientRect(clippingParent, strategy) : rectToClientRect(getDocumentRect(getDocumentElement(element)));\n} // A \"clipping parent\" is an overflowable container with the characteristic of\n// clipping (or hiding) overflowing elements with a position different from\n// `initial`\n\n\nfunction getClippingParents(element) {\n var clippingParents = listScrollParents(getParentNode(element));\n var canEscapeClipping = ['absolute', 'fixed'].indexOf(getComputedStyle(element).position) >= 0;\n var clipperElement = canEscapeClipping && isHTMLElement(element) ? getOffsetParent(element) : element;\n\n if (!isElement(clipperElement)) {\n return [];\n } // $FlowFixMe[incompatible-return]: https://github.com/facebook/flow/issues/1414\n\n\n return clippingParents.filter(function (clippingParent) {\n return isElement(clippingParent) && contains(clippingParent, clipperElement) && getNodeName(clippingParent) !== 'body';\n });\n} // Gets the maximum area that the element is visible in due to any number of\n// clipping parents\n\n\nexport default function getClippingRect(element, boundary, rootBoundary, strategy) {\n var mainClippingParents = boundary === 'clippingParents' ? getClippingParents(element) : [].concat(boundary);\n var clippingParents = [].concat(mainClippingParents, [rootBoundary]);\n var firstClippingParent = clippingParents[0];\n var clippingRect = clippingParents.reduce(function (accRect, clippingParent) {\n var rect = getClientRectFromMixedType(element, clippingParent, strategy);\n accRect.top = max(rect.top, accRect.top);\n accRect.right = min(rect.right, accRect.right);\n accRect.bottom = min(rect.bottom, accRect.bottom);\n accRect.left = max(rect.left, accRect.left);\n return accRect;\n }, getClientRectFromMixedType(element, firstClippingParent, strategy));\n clippingRect.width = clippingRect.right - clippingRect.left;\n clippingRect.height = clippingRect.bottom - clippingRect.top;\n clippingRect.x = clippingRect.left;\n clippingRect.y = clippingRect.top;\n return clippingRect;\n}","import getWindow from \"./getWindow.js\";\nimport getDocumentElement from \"./getDocumentElement.js\";\nimport getWindowScrollBarX from \"./getWindowScrollBarX.js\";\nimport isLayoutViewport from \"./isLayoutViewport.js\";\nexport default function getViewportRect(element, strategy) {\n var win = getWindow(element);\n var html = getDocumentElement(element);\n var visualViewport = win.visualViewport;\n var width = html.clientWidth;\n var height = html.clientHeight;\n var x = 0;\n var y = 0;\n\n if (visualViewport) {\n width = visualViewport.width;\n height = visualViewport.height;\n var layoutViewport = isLayoutViewport();\n\n if (layoutViewport || !layoutViewport && strategy === 'fixed') {\n x = visualViewport.offsetLeft;\n y = visualViewport.offsetTop;\n }\n }\n\n return {\n width: width,\n height: height,\n x: x + getWindowScrollBarX(element),\n y: y\n };\n}","import getDocumentElement from \"./getDocumentElement.js\";\nimport getComputedStyle from \"./getComputedStyle.js\";\nimport getWindowScrollBarX from \"./getWindowScrollBarX.js\";\nimport getWindowScroll from \"./getWindowScroll.js\";\nimport { max } from \"../utils/math.js\"; // Gets the entire size of the scrollable document area, even extending outside\n// of the `` and `` rect bounds if horizontally scrollable\n\nexport default function getDocumentRect(element) {\n var _element$ownerDocumen;\n\n var html = getDocumentElement(element);\n var winScroll = getWindowScroll(element);\n var body = (_element$ownerDocumen = element.ownerDocument) == null ? void 0 : _element$ownerDocumen.body;\n var width = max(html.scrollWidth, html.clientWidth, body ? body.scrollWidth : 0, body ? body.clientWidth : 0);\n var height = max(html.scrollHeight, html.clientHeight, body ? body.scrollHeight : 0, body ? body.clientHeight : 0);\n var x = -winScroll.scrollLeft + getWindowScrollBarX(element);\n var y = -winScroll.scrollTop;\n\n if (getComputedStyle(body || html).direction === 'rtl') {\n x += max(html.clientWidth, body ? body.clientWidth : 0) - width;\n }\n\n return {\n width: width,\n height: height,\n x: x,\n y: y\n };\n}","import getBasePlacement from \"./getBasePlacement.js\";\nimport getVariation from \"./getVariation.js\";\nimport getMainAxisFromPlacement from \"./getMainAxisFromPlacement.js\";\nimport { top, right, bottom, left, start, end } from \"../enums.js\";\nexport default function computeOffsets(_ref) {\n var reference = _ref.reference,\n element = _ref.element,\n placement = _ref.placement;\n var basePlacement = placement ? getBasePlacement(placement) : null;\n var variation = placement ? getVariation(placement) : null;\n var commonX = reference.x + reference.width / 2 - element.width / 2;\n var commonY = reference.y + reference.height / 2 - element.height / 2;\n var offsets;\n\n switch (basePlacement) {\n case top:\n offsets = {\n x: commonX,\n y: reference.y - element.height\n };\n break;\n\n case bottom:\n offsets = {\n x: commonX,\n y: reference.y + reference.height\n };\n break;\n\n case right:\n offsets = {\n x: reference.x + reference.width,\n y: commonY\n };\n break;\n\n case left:\n offsets = {\n x: reference.x - element.width,\n y: commonY\n };\n break;\n\n default:\n offsets = {\n x: reference.x,\n y: reference.y\n };\n }\n\n var mainAxis = basePlacement ? getMainAxisFromPlacement(basePlacement) : null;\n\n if (mainAxis != null) {\n var len = mainAxis === 'y' ? 'height' : 'width';\n\n switch (variation) {\n case start:\n offsets[mainAxis] = offsets[mainAxis] - (reference[len] / 2 - element[len] / 2);\n break;\n\n case end:\n offsets[mainAxis] = offsets[mainAxis] + (reference[len] / 2 - element[len] / 2);\n break;\n\n default:\n }\n }\n\n return offsets;\n}","import getClippingRect from \"../dom-utils/getClippingRect.js\";\nimport getDocumentElement from \"../dom-utils/getDocumentElement.js\";\nimport getBoundingClientRect from \"../dom-utils/getBoundingClientRect.js\";\nimport computeOffsets from \"./computeOffsets.js\";\nimport rectToClientRect from \"./rectToClientRect.js\";\nimport { clippingParents, reference, popper, bottom, top, right, basePlacements, viewport } from \"../enums.js\";\nimport { isElement } from \"../dom-utils/instanceOf.js\";\nimport mergePaddingObject from \"./mergePaddingObject.js\";\nimport expandToHashMap from \"./expandToHashMap.js\"; // eslint-disable-next-line import/no-unused-modules\n\nexport default function detectOverflow(state, options) {\n if (options === void 0) {\n options = {};\n }\n\n var _options = options,\n _options$placement = _options.placement,\n placement = _options$placement === void 0 ? state.placement : _options$placement,\n _options$strategy = _options.strategy,\n strategy = _options$strategy === void 0 ? state.strategy : _options$strategy,\n _options$boundary = _options.boundary,\n boundary = _options$boundary === void 0 ? clippingParents : _options$boundary,\n _options$rootBoundary = _options.rootBoundary,\n rootBoundary = _options$rootBoundary === void 0 ? viewport : _options$rootBoundary,\n _options$elementConte = _options.elementContext,\n elementContext = _options$elementConte === void 0 ? popper : _options$elementConte,\n _options$altBoundary = _options.altBoundary,\n altBoundary = _options$altBoundary === void 0 ? false : _options$altBoundary,\n _options$padding = _options.padding,\n padding = _options$padding === void 0 ? 0 : _options$padding;\n var paddingObject = mergePaddingObject(typeof padding !== 'number' ? padding : expandToHashMap(padding, basePlacements));\n var altContext = elementContext === popper ? reference : popper;\n var popperRect = state.rects.popper;\n var element = state.elements[altBoundary ? altContext : elementContext];\n var clippingClientRect = getClippingRect(isElement(element) ? element : element.contextElement || getDocumentElement(state.elements.popper), boundary, rootBoundary, strategy);\n var referenceClientRect = getBoundingClientRect(state.elements.reference);\n var popperOffsets = computeOffsets({\n reference: referenceClientRect,\n element: popperRect,\n strategy: 'absolute',\n placement: placement\n });\n var popperClientRect = rectToClientRect(Object.assign({}, popperRect, popperOffsets));\n var elementClientRect = elementContext === popper ? popperClientRect : referenceClientRect; // positive = overflowing the clipping rect\n // 0 or negative = within the clipping rect\n\n var overflowOffsets = {\n top: clippingClientRect.top - elementClientRect.top + paddingObject.top,\n bottom: elementClientRect.bottom - clippingClientRect.bottom + paddingObject.bottom,\n left: clippingClientRect.left - elementClientRect.left + paddingObject.left,\n right: elementClientRect.right - clippingClientRect.right + paddingObject.right\n };\n var offsetData = state.modifiersData.offset; // Offsets can be applied only to the popper element\n\n if (elementContext === popper && offsetData) {\n var offset = offsetData[placement];\n Object.keys(overflowOffsets).forEach(function (key) {\n var multiply = [right, bottom].indexOf(key) >= 0 ? 1 : -1;\n var axis = [top, bottom].indexOf(key) >= 0 ? 'y' : 'x';\n overflowOffsets[key] += offset[axis] * multiply;\n });\n }\n\n return overflowOffsets;\n}","import getOppositePlacement from \"../utils/getOppositePlacement.js\";\nimport getBasePlacement from \"../utils/getBasePlacement.js\";\nimport getOppositeVariationPlacement from \"../utils/getOppositeVariationPlacement.js\";\nimport detectOverflow from \"../utils/detectOverflow.js\";\nimport computeAutoPlacement from \"../utils/computeAutoPlacement.js\";\nimport { bottom, top, start, right, left, auto } from \"../enums.js\";\nimport getVariation from \"../utils/getVariation.js\"; // eslint-disable-next-line import/no-unused-modules\n\nfunction getExpandedFallbackPlacements(placement) {\n if (getBasePlacement(placement) === auto) {\n return [];\n }\n\n var oppositePlacement = getOppositePlacement(placement);\n return [getOppositeVariationPlacement(placement), oppositePlacement, getOppositeVariationPlacement(oppositePlacement)];\n}\n\nfunction flip(_ref) {\n var state = _ref.state,\n options = _ref.options,\n name = _ref.name;\n\n if (state.modifiersData[name]._skip) {\n return;\n }\n\n var _options$mainAxis = options.mainAxis,\n checkMainAxis = _options$mainAxis === void 0 ? true : _options$mainAxis,\n _options$altAxis = options.altAxis,\n checkAltAxis = _options$altAxis === void 0 ? true : _options$altAxis,\n specifiedFallbackPlacements = options.fallbackPlacements,\n padding = options.padding,\n boundary = options.boundary,\n rootBoundary = options.rootBoundary,\n altBoundary = options.altBoundary,\n _options$flipVariatio = options.flipVariations,\n flipVariations = _options$flipVariatio === void 0 ? true : _options$flipVariatio,\n allowedAutoPlacements = options.allowedAutoPlacements;\n var preferredPlacement = state.options.placement;\n var basePlacement = getBasePlacement(preferredPlacement);\n var isBasePlacement = basePlacement === preferredPlacement;\n var fallbackPlacements = specifiedFallbackPlacements || (isBasePlacement || !flipVariations ? [getOppositePlacement(preferredPlacement)] : getExpandedFallbackPlacements(preferredPlacement));\n var placements = [preferredPlacement].concat(fallbackPlacements).reduce(function (acc, placement) {\n return acc.concat(getBasePlacement(placement) === auto ? computeAutoPlacement(state, {\n placement: placement,\n boundary: boundary,\n rootBoundary: rootBoundary,\n padding: padding,\n flipVariations: flipVariations,\n allowedAutoPlacements: allowedAutoPlacements\n }) : placement);\n }, []);\n var referenceRect = state.rects.reference;\n var popperRect = state.rects.popper;\n var checksMap = new Map();\n var makeFallbackChecks = true;\n var firstFittingPlacement = placements[0];\n\n for (var i = 0; i < placements.length; i++) {\n var placement = placements[i];\n\n var _basePlacement = getBasePlacement(placement);\n\n var isStartVariation = getVariation(placement) === start;\n var isVertical = [top, bottom].indexOf(_basePlacement) >= 0;\n var len = isVertical ? 'width' : 'height';\n var overflow = detectOverflow(state, {\n placement: placement,\n boundary: boundary,\n rootBoundary: rootBoundary,\n altBoundary: altBoundary,\n padding: padding\n });\n var mainVariationSide = isVertical ? isStartVariation ? right : left : isStartVariation ? bottom : top;\n\n if (referenceRect[len] > popperRect[len]) {\n mainVariationSide = getOppositePlacement(mainVariationSide);\n }\n\n var altVariationSide = getOppositePlacement(mainVariationSide);\n var checks = [];\n\n if (checkMainAxis) {\n checks.push(overflow[_basePlacement] <= 0);\n }\n\n if (checkAltAxis) {\n checks.push(overflow[mainVariationSide] <= 0, overflow[altVariationSide] <= 0);\n }\n\n if (checks.every(function (check) {\n return check;\n })) {\n firstFittingPlacement = placement;\n makeFallbackChecks = false;\n break;\n }\n\n checksMap.set(placement, checks);\n }\n\n if (makeFallbackChecks) {\n // `2` may be desired in some cases – research later\n var numberOfChecks = flipVariations ? 3 : 1;\n\n var _loop = function _loop(_i) {\n var fittingPlacement = placements.find(function (placement) {\n var checks = checksMap.get(placement);\n\n if (checks) {\n return checks.slice(0, _i).every(function (check) {\n return check;\n });\n }\n });\n\n if (fittingPlacement) {\n firstFittingPlacement = fittingPlacement;\n return \"break\";\n }\n };\n\n for (var _i = numberOfChecks; _i > 0; _i--) {\n var _ret = _loop(_i);\n\n if (_ret === \"break\") break;\n }\n }\n\n if (state.placement !== firstFittingPlacement) {\n state.modifiersData[name]._skip = true;\n state.placement = firstFittingPlacement;\n state.reset = true;\n }\n} // eslint-disable-next-line import/no-unused-modules\n\n\nexport default {\n name: 'flip',\n enabled: true,\n phase: 'main',\n fn: flip,\n requiresIfExists: ['offset'],\n data: {\n _skip: false\n }\n};","import getVariation from \"./getVariation.js\";\nimport { variationPlacements, basePlacements, placements as allPlacements } from \"../enums.js\";\nimport detectOverflow from \"./detectOverflow.js\";\nimport getBasePlacement from \"./getBasePlacement.js\";\nexport default function computeAutoPlacement(state, options) {\n if (options === void 0) {\n options = {};\n }\n\n var _options = options,\n placement = _options.placement,\n boundary = _options.boundary,\n rootBoundary = _options.rootBoundary,\n padding = _options.padding,\n flipVariations = _options.flipVariations,\n _options$allowedAutoP = _options.allowedAutoPlacements,\n allowedAutoPlacements = _options$allowedAutoP === void 0 ? allPlacements : _options$allowedAutoP;\n var variation = getVariation(placement);\n var placements = variation ? flipVariations ? variationPlacements : variationPlacements.filter(function (placement) {\n return getVariation(placement) === variation;\n }) : basePlacements;\n var allowedPlacements = placements.filter(function (placement) {\n return allowedAutoPlacements.indexOf(placement) >= 0;\n });\n\n if (allowedPlacements.length === 0) {\n allowedPlacements = placements;\n } // $FlowFixMe[incompatible-type]: Flow seems to have problems with two array unions...\n\n\n var overflows = allowedPlacements.reduce(function (acc, placement) {\n acc[placement] = detectOverflow(state, {\n placement: placement,\n boundary: boundary,\n rootBoundary: rootBoundary,\n padding: padding\n })[getBasePlacement(placement)];\n return acc;\n }, {});\n return Object.keys(overflows).sort(function (a, b) {\n return overflows[a] - overflows[b];\n });\n}","import { top, bottom, left, right } from \"../enums.js\";\nimport detectOverflow from \"../utils/detectOverflow.js\";\n\nfunction getSideOffsets(overflow, rect, preventedOffsets) {\n if (preventedOffsets === void 0) {\n preventedOffsets = {\n x: 0,\n y: 0\n };\n }\n\n return {\n top: overflow.top - rect.height - preventedOffsets.y,\n right: overflow.right - rect.width + preventedOffsets.x,\n bottom: overflow.bottom - rect.height + preventedOffsets.y,\n left: overflow.left - rect.width - preventedOffsets.x\n };\n}\n\nfunction isAnySideFullyClipped(overflow) {\n return [top, right, bottom, left].some(function (side) {\n return overflow[side] >= 0;\n });\n}\n\nfunction hide(_ref) {\n var state = _ref.state,\n name = _ref.name;\n var referenceRect = state.rects.reference;\n var popperRect = state.rects.popper;\n var preventedOffsets = state.modifiersData.preventOverflow;\n var referenceOverflow = detectOverflow(state, {\n elementContext: 'reference'\n });\n var popperAltOverflow = detectOverflow(state, {\n altBoundary: true\n });\n var referenceClippingOffsets = getSideOffsets(referenceOverflow, referenceRect);\n var popperEscapeOffsets = getSideOffsets(popperAltOverflow, popperRect, preventedOffsets);\n var isReferenceHidden = isAnySideFullyClipped(referenceClippingOffsets);\n var hasPopperEscaped = isAnySideFullyClipped(popperEscapeOffsets);\n state.modifiersData[name] = {\n referenceClippingOffsets: referenceClippingOffsets,\n popperEscapeOffsets: popperEscapeOffsets,\n isReferenceHidden: isReferenceHidden,\n hasPopperEscaped: hasPopperEscaped\n };\n state.attributes.popper = Object.assign({}, state.attributes.popper, {\n 'data-popper-reference-hidden': isReferenceHidden,\n 'data-popper-escaped': hasPopperEscaped\n });\n} // eslint-disable-next-line import/no-unused-modules\n\n\nexport default {\n name: 'hide',\n enabled: true,\n phase: 'main',\n requiresIfExists: ['preventOverflow'],\n fn: hide\n};","import getBasePlacement from \"../utils/getBasePlacement.js\";\nimport { top, left, right, placements } from \"../enums.js\"; // eslint-disable-next-line import/no-unused-modules\n\nexport function distanceAndSkiddingToXY(placement, rects, offset) {\n var basePlacement = getBasePlacement(placement);\n var invertDistance = [left, top].indexOf(basePlacement) >= 0 ? -1 : 1;\n\n var _ref = typeof offset === 'function' ? offset(Object.assign({}, rects, {\n placement: placement\n })) : offset,\n skidding = _ref[0],\n distance = _ref[1];\n\n skidding = skidding || 0;\n distance = (distance || 0) * invertDistance;\n return [left, right].indexOf(basePlacement) >= 0 ? {\n x: distance,\n y: skidding\n } : {\n x: skidding,\n y: distance\n };\n}\n\nfunction offset(_ref2) {\n var state = _ref2.state,\n options = _ref2.options,\n name = _ref2.name;\n var _options$offset = options.offset,\n offset = _options$offset === void 0 ? [0, 0] : _options$offset;\n var data = placements.reduce(function (acc, placement) {\n acc[placement] = distanceAndSkiddingToXY(placement, state.rects, offset);\n return acc;\n }, {});\n var _data$state$placement = data[state.placement],\n x = _data$state$placement.x,\n y = _data$state$placement.y;\n\n if (state.modifiersData.popperOffsets != null) {\n state.modifiersData.popperOffsets.x += x;\n state.modifiersData.popperOffsets.y += y;\n }\n\n state.modifiersData[name] = data;\n} // eslint-disable-next-line import/no-unused-modules\n\n\nexport default {\n name: 'offset',\n enabled: true,\n phase: 'main',\n requires: ['popperOffsets'],\n fn: offset\n};","import computeOffsets from \"../utils/computeOffsets.js\";\n\nfunction popperOffsets(_ref) {\n var state = _ref.state,\n name = _ref.name;\n // Offsets are the actual position the popper needs to have to be\n // properly positioned near its reference element\n // This is the most basic placement, and will be adjusted by\n // the modifiers in the next step\n state.modifiersData[name] = computeOffsets({\n reference: state.rects.reference,\n element: state.rects.popper,\n strategy: 'absolute',\n placement: state.placement\n });\n} // eslint-disable-next-line import/no-unused-modules\n\n\nexport default {\n name: 'popperOffsets',\n enabled: true,\n phase: 'read',\n fn: popperOffsets,\n data: {}\n};","import { top, left, right, bottom, start } from \"../enums.js\";\nimport getBasePlacement from \"../utils/getBasePlacement.js\";\nimport getMainAxisFromPlacement from \"../utils/getMainAxisFromPlacement.js\";\nimport getAltAxis from \"../utils/getAltAxis.js\";\nimport { within, withinMaxClamp } from \"../utils/within.js\";\nimport getLayoutRect from \"../dom-utils/getLayoutRect.js\";\nimport getOffsetParent from \"../dom-utils/getOffsetParent.js\";\nimport detectOverflow from \"../utils/detectOverflow.js\";\nimport getVariation from \"../utils/getVariation.js\";\nimport getFreshSideObject from \"../utils/getFreshSideObject.js\";\nimport { min as mathMin, max as mathMax } from \"../utils/math.js\";\n\nfunction preventOverflow(_ref) {\n var state = _ref.state,\n options = _ref.options,\n name = _ref.name;\n var _options$mainAxis = options.mainAxis,\n checkMainAxis = _options$mainAxis === void 0 ? true : _options$mainAxis,\n _options$altAxis = options.altAxis,\n checkAltAxis = _options$altAxis === void 0 ? false : _options$altAxis,\n boundary = options.boundary,\n rootBoundary = options.rootBoundary,\n altBoundary = options.altBoundary,\n padding = options.padding,\n _options$tether = options.tether,\n tether = _options$tether === void 0 ? true : _options$tether,\n _options$tetherOffset = options.tetherOffset,\n tetherOffset = _options$tetherOffset === void 0 ? 0 : _options$tetherOffset;\n var overflow = detectOverflow(state, {\n boundary: boundary,\n rootBoundary: rootBoundary,\n padding: padding,\n altBoundary: altBoundary\n });\n var basePlacement = getBasePlacement(state.placement);\n var variation = getVariation(state.placement);\n var isBasePlacement = !variation;\n var mainAxis = getMainAxisFromPlacement(basePlacement);\n var altAxis = getAltAxis(mainAxis);\n var popperOffsets = state.modifiersData.popperOffsets;\n var referenceRect = state.rects.reference;\n var popperRect = state.rects.popper;\n var tetherOffsetValue = typeof tetherOffset === 'function' ? tetherOffset(Object.assign({}, state.rects, {\n placement: state.placement\n })) : tetherOffset;\n var normalizedTetherOffsetValue = typeof tetherOffsetValue === 'number' ? {\n mainAxis: tetherOffsetValue,\n altAxis: tetherOffsetValue\n } : Object.assign({\n mainAxis: 0,\n altAxis: 0\n }, tetherOffsetValue);\n var offsetModifierState = state.modifiersData.offset ? state.modifiersData.offset[state.placement] : null;\n var data = {\n x: 0,\n y: 0\n };\n\n if (!popperOffsets) {\n return;\n }\n\n if (checkMainAxis) {\n var _offsetModifierState$;\n\n var mainSide = mainAxis === 'y' ? top : left;\n var altSide = mainAxis === 'y' ? bottom : right;\n var len = mainAxis === 'y' ? 'height' : 'width';\n var offset = popperOffsets[mainAxis];\n var min = offset + overflow[mainSide];\n var max = offset - overflow[altSide];\n var additive = tether ? -popperRect[len] / 2 : 0;\n var minLen = variation === start ? referenceRect[len] : popperRect[len];\n var maxLen = variation === start ? -popperRect[len] : -referenceRect[len]; // We need to include the arrow in the calculation so the arrow doesn't go\n // outside the reference bounds\n\n var arrowElement = state.elements.arrow;\n var arrowRect = tether && arrowElement ? getLayoutRect(arrowElement) : {\n width: 0,\n height: 0\n };\n var arrowPaddingObject = state.modifiersData['arrow#persistent'] ? state.modifiersData['arrow#persistent'].padding : getFreshSideObject();\n var arrowPaddingMin = arrowPaddingObject[mainSide];\n var arrowPaddingMax = arrowPaddingObject[altSide]; // If the reference length is smaller than the arrow length, we don't want\n // to include its full size in the calculation. If the reference is small\n // and near the edge of a boundary, the popper can overflow even if the\n // reference is not overflowing as well (e.g. virtual elements with no\n // width or height)\n\n var arrowLen = within(0, referenceRect[len], arrowRect[len]);\n var minOffset = isBasePlacement ? referenceRect[len] / 2 - additive - arrowLen - arrowPaddingMin - normalizedTetherOffsetValue.mainAxis : minLen - arrowLen - arrowPaddingMin - normalizedTetherOffsetValue.mainAxis;\n var maxOffset = isBasePlacement ? -referenceRect[len] / 2 + additive + arrowLen + arrowPaddingMax + normalizedTetherOffsetValue.mainAxis : maxLen + arrowLen + arrowPaddingMax + normalizedTetherOffsetValue.mainAxis;\n var arrowOffsetParent = state.elements.arrow && getOffsetParent(state.elements.arrow);\n var clientOffset = arrowOffsetParent ? mainAxis === 'y' ? arrowOffsetParent.clientTop || 0 : arrowOffsetParent.clientLeft || 0 : 0;\n var offsetModifierValue = (_offsetModifierState$ = offsetModifierState == null ? void 0 : offsetModifierState[mainAxis]) != null ? _offsetModifierState$ : 0;\n var tetherMin = offset + minOffset - offsetModifierValue - clientOffset;\n var tetherMax = offset + maxOffset - offsetModifierValue;\n var preventedOffset = within(tether ? mathMin(min, tetherMin) : min, offset, tether ? mathMax(max, tetherMax) : max);\n popperOffsets[mainAxis] = preventedOffset;\n data[mainAxis] = preventedOffset - offset;\n }\n\n if (checkAltAxis) {\n var _offsetModifierState$2;\n\n var _mainSide = mainAxis === 'x' ? top : left;\n\n var _altSide = mainAxis === 'x' ? bottom : right;\n\n var _offset = popperOffsets[altAxis];\n\n var _len = altAxis === 'y' ? 'height' : 'width';\n\n var _min = _offset + overflow[_mainSide];\n\n var _max = _offset - overflow[_altSide];\n\n var isOriginSide = [top, left].indexOf(basePlacement) !== -1;\n\n var _offsetModifierValue = (_offsetModifierState$2 = offsetModifierState == null ? void 0 : offsetModifierState[altAxis]) != null ? _offsetModifierState$2 : 0;\n\n var _tetherMin = isOriginSide ? _min : _offset - referenceRect[_len] - popperRect[_len] - _offsetModifierValue + normalizedTetherOffsetValue.altAxis;\n\n var _tetherMax = isOriginSide ? _offset + referenceRect[_len] + popperRect[_len] - _offsetModifierValue - normalizedTetherOffsetValue.altAxis : _max;\n\n var _preventedOffset = tether && isOriginSide ? withinMaxClamp(_tetherMin, _offset, _tetherMax) : within(tether ? _tetherMin : _min, _offset, tether ? _tetherMax : _max);\n\n popperOffsets[altAxis] = _preventedOffset;\n data[altAxis] = _preventedOffset - _offset;\n }\n\n state.modifiersData[name] = data;\n} // eslint-disable-next-line import/no-unused-modules\n\n\nexport default {\n name: 'preventOverflow',\n enabled: true,\n phase: 'main',\n fn: preventOverflow,\n requiresIfExists: ['offset']\n};","export default function getAltAxis(axis) {\n return axis === 'x' ? 'y' : 'x';\n}","import getBoundingClientRect from \"./getBoundingClientRect.js\";\nimport getNodeScroll from \"./getNodeScroll.js\";\nimport getNodeName from \"./getNodeName.js\";\nimport { isHTMLElement } from \"./instanceOf.js\";\nimport getWindowScrollBarX from \"./getWindowScrollBarX.js\";\nimport getDocumentElement from \"./getDocumentElement.js\";\nimport isScrollParent from \"./isScrollParent.js\";\nimport { round } from \"../utils/math.js\";\n\nfunction isElementScaled(element) {\n var rect = element.getBoundingClientRect();\n var scaleX = round(rect.width) / element.offsetWidth || 1;\n var scaleY = round(rect.height) / element.offsetHeight || 1;\n return scaleX !== 1 || scaleY !== 1;\n} // Returns the composite rect of an element relative to its offsetParent.\n// Composite means it takes into account transforms as well as layout.\n\n\nexport default function getCompositeRect(elementOrVirtualElement, offsetParent, isFixed) {\n if (isFixed === void 0) {\n isFixed = false;\n }\n\n var isOffsetParentAnElement = isHTMLElement(offsetParent);\n var offsetParentIsScaled = isHTMLElement(offsetParent) && isElementScaled(offsetParent);\n var documentElement = getDocumentElement(offsetParent);\n var rect = getBoundingClientRect(elementOrVirtualElement, offsetParentIsScaled, isFixed);\n var scroll = {\n scrollLeft: 0,\n scrollTop: 0\n };\n var offsets = {\n x: 0,\n y: 0\n };\n\n if (isOffsetParentAnElement || !isOffsetParentAnElement && !isFixed) {\n if (getNodeName(offsetParent) !== 'body' || // https://github.com/popperjs/popper-core/issues/1078\n isScrollParent(documentElement)) {\n scroll = getNodeScroll(offsetParent);\n }\n\n if (isHTMLElement(offsetParent)) {\n offsets = getBoundingClientRect(offsetParent, true);\n offsets.x += offsetParent.clientLeft;\n offsets.y += offsetParent.clientTop;\n } else if (documentElement) {\n offsets.x = getWindowScrollBarX(documentElement);\n }\n }\n\n return {\n x: rect.left + scroll.scrollLeft - offsets.x,\n y: rect.top + scroll.scrollTop - offsets.y,\n width: rect.width,\n height: rect.height\n };\n}","import getWindowScroll from \"./getWindowScroll.js\";\nimport getWindow from \"./getWindow.js\";\nimport { isHTMLElement } from \"./instanceOf.js\";\nimport getHTMLElementScroll from \"./getHTMLElementScroll.js\";\nexport default function getNodeScroll(node) {\n if (node === getWindow(node) || !isHTMLElement(node)) {\n return getWindowScroll(node);\n } else {\n return getHTMLElementScroll(node);\n }\n}","export default function getHTMLElementScroll(element) {\n return {\n scrollLeft: element.scrollLeft,\n scrollTop: element.scrollTop\n };\n}","import { modifierPhases } from \"../enums.js\"; // source: https://stackoverflow.com/questions/49875255\n\nfunction order(modifiers) {\n var map = new Map();\n var visited = new Set();\n var result = [];\n modifiers.forEach(function (modifier) {\n map.set(modifier.name, modifier);\n }); // On visiting object, check for its dependencies and visit them recursively\n\n function sort(modifier) {\n visited.add(modifier.name);\n var requires = [].concat(modifier.requires || [], modifier.requiresIfExists || []);\n requires.forEach(function (dep) {\n if (!visited.has(dep)) {\n var depModifier = map.get(dep);\n\n if (depModifier) {\n sort(depModifier);\n }\n }\n });\n result.push(modifier);\n }\n\n modifiers.forEach(function (modifier) {\n if (!visited.has(modifier.name)) {\n // check for visited object\n sort(modifier);\n }\n });\n return result;\n}\n\nexport default function orderModifiers(modifiers) {\n // order based on dependencies\n var orderedModifiers = order(modifiers); // order based on phase\n\n return modifierPhases.reduce(function (acc, phase) {\n return acc.concat(orderedModifiers.filter(function (modifier) {\n return modifier.phase === phase;\n }));\n }, []);\n}","import getCompositeRect from \"./dom-utils/getCompositeRect.js\";\nimport getLayoutRect from \"./dom-utils/getLayoutRect.js\";\nimport listScrollParents from \"./dom-utils/listScrollParents.js\";\nimport getOffsetParent from \"./dom-utils/getOffsetParent.js\";\nimport orderModifiers from \"./utils/orderModifiers.js\";\nimport debounce from \"./utils/debounce.js\";\nimport mergeByName from \"./utils/mergeByName.js\";\nimport detectOverflow from \"./utils/detectOverflow.js\";\nimport { isElement } from \"./dom-utils/instanceOf.js\";\nvar DEFAULT_OPTIONS = {\n placement: 'bottom',\n modifiers: [],\n strategy: 'absolute'\n};\n\nfunction areValidElements() {\n for (var _len = arguments.length, args = new Array(_len), _key = 0; _key < _len; _key++) {\n args[_key] = arguments[_key];\n }\n\n return !args.some(function (element) {\n return !(element && typeof element.getBoundingClientRect === 'function');\n });\n}\n\nexport function popperGenerator(generatorOptions) {\n if (generatorOptions === void 0) {\n generatorOptions = {};\n }\n\n var _generatorOptions = generatorOptions,\n _generatorOptions$def = _generatorOptions.defaultModifiers,\n defaultModifiers = _generatorOptions$def === void 0 ? [] : _generatorOptions$def,\n _generatorOptions$def2 = _generatorOptions.defaultOptions,\n defaultOptions = _generatorOptions$def2 === void 0 ? DEFAULT_OPTIONS : _generatorOptions$def2;\n return function createPopper(reference, popper, options) {\n if (options === void 0) {\n options = defaultOptions;\n }\n\n var state = {\n placement: 'bottom',\n orderedModifiers: [],\n options: Object.assign({}, DEFAULT_OPTIONS, defaultOptions),\n modifiersData: {},\n elements: {\n reference: reference,\n popper: popper\n },\n attributes: {},\n styles: {}\n };\n var effectCleanupFns = [];\n var isDestroyed = false;\n var instance = {\n state: state,\n setOptions: function setOptions(setOptionsAction) {\n var options = typeof setOptionsAction === 'function' ? setOptionsAction(state.options) : setOptionsAction;\n cleanupModifierEffects();\n state.options = Object.assign({}, defaultOptions, state.options, options);\n state.scrollParents = {\n reference: isElement(reference) ? listScrollParents(reference) : reference.contextElement ? listScrollParents(reference.contextElement) : [],\n popper: listScrollParents(popper)\n }; // Orders the modifiers based on their dependencies and `phase`\n // properties\n\n var orderedModifiers = orderModifiers(mergeByName([].concat(defaultModifiers, state.options.modifiers))); // Strip out disabled modifiers\n\n state.orderedModifiers = orderedModifiers.filter(function (m) {\n return m.enabled;\n });\n runModifierEffects();\n return instance.update();\n },\n // Sync update – it will always be executed, even if not necessary. This\n // is useful for low frequency updates where sync behavior simplifies the\n // logic.\n // For high frequency updates (e.g. `resize` and `scroll` events), always\n // prefer the async Popper#update method\n forceUpdate: function forceUpdate() {\n if (isDestroyed) {\n return;\n }\n\n var _state$elements = state.elements,\n reference = _state$elements.reference,\n popper = _state$elements.popper; // Don't proceed if `reference` or `popper` are not valid elements\n // anymore\n\n if (!areValidElements(reference, popper)) {\n return;\n } // Store the reference and popper rects to be read by modifiers\n\n\n state.rects = {\n reference: getCompositeRect(reference, getOffsetParent(popper), state.options.strategy === 'fixed'),\n popper: getLayoutRect(popper)\n }; // Modifiers have the ability to reset the current update cycle. The\n // most common use case for this is the `flip` modifier changing the\n // placement, which then needs to re-run all the modifiers, because the\n // logic was previously ran for the previous placement and is therefore\n // stale/incorrect\n\n state.reset = false;\n state.placement = state.options.placement; // On each update cycle, the `modifiersData` property for each modifier\n // is filled with the initial data specified by the modifier. This means\n // it doesn't persist and is fresh on each update.\n // To ensure persistent data, use `${name}#persistent`\n\n state.orderedModifiers.forEach(function (modifier) {\n return state.modifiersData[modifier.name] = Object.assign({}, modifier.data);\n });\n\n for (var index = 0; index < state.orderedModifiers.length; index++) {\n if (state.reset === true) {\n state.reset = false;\n index = -1;\n continue;\n }\n\n var _state$orderedModifie = state.orderedModifiers[index],\n fn = _state$orderedModifie.fn,\n _state$orderedModifie2 = _state$orderedModifie.options,\n _options = _state$orderedModifie2 === void 0 ? {} : _state$orderedModifie2,\n name = _state$orderedModifie.name;\n\n if (typeof fn === 'function') {\n state = fn({\n state: state,\n options: _options,\n name: name,\n instance: instance\n }) || state;\n }\n }\n },\n // Async and optimistically optimized update – it will not be executed if\n // not necessary (debounced to run at most once-per-tick)\n update: debounce(function () {\n return new Promise(function (resolve) {\n instance.forceUpdate();\n resolve(state);\n });\n }),\n destroy: function destroy() {\n cleanupModifierEffects();\n isDestroyed = true;\n }\n };\n\n if (!areValidElements(reference, popper)) {\n return instance;\n }\n\n instance.setOptions(options).then(function (state) {\n if (!isDestroyed && options.onFirstUpdate) {\n options.onFirstUpdate(state);\n }\n }); // Modifiers have the ability to execute arbitrary code before the first\n // update cycle runs. They will be executed in the same order as the update\n // cycle. This is useful when a modifier adds some persistent data that\n // other modifiers need to use, but the modifier is run after the dependent\n // one.\n\n function runModifierEffects() {\n state.orderedModifiers.forEach(function (_ref) {\n var name = _ref.name,\n _ref$options = _ref.options,\n options = _ref$options === void 0 ? {} : _ref$options,\n effect = _ref.effect;\n\n if (typeof effect === 'function') {\n var cleanupFn = effect({\n state: state,\n name: name,\n instance: instance,\n options: options\n });\n\n var noopFn = function noopFn() {};\n\n effectCleanupFns.push(cleanupFn || noopFn);\n }\n });\n }\n\n function cleanupModifierEffects() {\n effectCleanupFns.forEach(function (fn) {\n return fn();\n });\n effectCleanupFns = [];\n }\n\n return instance;\n };\n}\nexport var createPopper = /*#__PURE__*/popperGenerator(); // eslint-disable-next-line import/no-unused-modules\n\nexport { detectOverflow };","export default function debounce(fn) {\n var pending;\n return function () {\n if (!pending) {\n pending = new Promise(function (resolve) {\n Promise.resolve().then(function () {\n pending = undefined;\n resolve(fn());\n });\n });\n }\n\n return pending;\n };\n}","export default function mergeByName(modifiers) {\n var merged = modifiers.reduce(function (merged, current) {\n var existing = merged[current.name];\n merged[current.name] = existing ? Object.assign({}, existing, current, {\n options: Object.assign({}, existing.options, current.options),\n data: Object.assign({}, existing.data, current.data)\n }) : current;\n return merged;\n }, {}); // IE11 does not support Object.values\n\n return Object.keys(merged).map(function (key) {\n return merged[key];\n });\n}","import { popperGenerator, detectOverflow } from \"./createPopper.js\";\nimport eventListeners from \"./modifiers/eventListeners.js\";\nimport popperOffsets from \"./modifiers/popperOffsets.js\";\nimport computeStyles from \"./modifiers/computeStyles.js\";\nimport applyStyles from \"./modifiers/applyStyles.js\";\nimport offset from \"./modifiers/offset.js\";\nimport flip from \"./modifiers/flip.js\";\nimport preventOverflow from \"./modifiers/preventOverflow.js\";\nimport arrow from \"./modifiers/arrow.js\";\nimport hide from \"./modifiers/hide.js\";\nvar defaultModifiers = [eventListeners, popperOffsets, computeStyles, applyStyles, offset, flip, preventOverflow, arrow, hide];\nvar createPopper = /*#__PURE__*/popperGenerator({\n defaultModifiers: defaultModifiers\n}); // eslint-disable-next-line import/no-unused-modules\n\nexport { createPopper, popperGenerator, defaultModifiers, detectOverflow }; // eslint-disable-next-line import/no-unused-modules\n\nexport { createPopper as createPopperLite } from \"./popper-lite.js\"; // eslint-disable-next-line import/no-unused-modules\n\nexport * from \"./modifiers/index.js\";","import { popperGenerator, detectOverflow } from \"./createPopper.js\";\nimport eventListeners from \"./modifiers/eventListeners.js\";\nimport popperOffsets from \"./modifiers/popperOffsets.js\";\nimport computeStyles from \"./modifiers/computeStyles.js\";\nimport applyStyles from \"./modifiers/applyStyles.js\";\nvar defaultModifiers = [eventListeners, popperOffsets, computeStyles, applyStyles];\nvar createPopper = /*#__PURE__*/popperGenerator({\n defaultModifiers: defaultModifiers\n}); // eslint-disable-next-line import/no-unused-modules\n\nexport { createPopper, popperGenerator, defaultModifiers, detectOverflow };","/*!\n * Bootstrap v5.3.3 (https://getbootstrap.com/)\n * Copyright 2011-2024 The Bootstrap Authors (https://github.com/twbs/bootstrap/graphs/contributors)\n * Licensed under MIT (https://github.com/twbs/bootstrap/blob/main/LICENSE)\n */\nimport * as Popper from '@popperjs/core';\n\n/**\n * --------------------------------------------------------------------------\n * Bootstrap dom/data.js\n * Licensed under MIT (https://github.com/twbs/bootstrap/blob/main/LICENSE)\n * --------------------------------------------------------------------------\n */\n\n/**\n * Constants\n */\n\nconst elementMap = new Map();\nconst Data = {\n set(element, key, instance) {\n if (!elementMap.has(element)) {\n elementMap.set(element, new Map());\n }\n const instanceMap = elementMap.get(element);\n\n // make it clear we only want one instance per element\n // can be removed later when multiple key/instances are fine to be used\n if (!instanceMap.has(key) && instanceMap.size !== 0) {\n // eslint-disable-next-line no-console\n console.error(`Bootstrap doesn't allow more than one instance per element. Bound instance: ${Array.from(instanceMap.keys())[0]}.`);\n return;\n }\n instanceMap.set(key, instance);\n },\n get(element, key) {\n if (elementMap.has(element)) {\n return elementMap.get(element).get(key) || null;\n }\n return null;\n },\n remove(element, key) {\n if (!elementMap.has(element)) {\n return;\n }\n const instanceMap = elementMap.get(element);\n instanceMap.delete(key);\n\n // free up element references if there are no instances left for an element\n if (instanceMap.size === 0) {\n elementMap.delete(element);\n }\n }\n};\n\n/**\n * --------------------------------------------------------------------------\n * Bootstrap util/index.js\n * Licensed under MIT (https://github.com/twbs/bootstrap/blob/main/LICENSE)\n * --------------------------------------------------------------------------\n */\n\nconst MAX_UID = 1000000;\nconst MILLISECONDS_MULTIPLIER = 1000;\nconst TRANSITION_END = 'transitionend';\n\n/**\n * Properly escape IDs selectors to handle weird IDs\n * @param {string} selector\n * @returns {string}\n */\nconst parseSelector = selector => {\n if (selector && window.CSS && window.CSS.escape) {\n // document.querySelector needs escaping to handle IDs (html5+) containing for instance /\n selector = selector.replace(/#([^\\s\"#']+)/g, (match, id) => `#${CSS.escape(id)}`);\n }\n return selector;\n};\n\n// Shout-out Angus Croll (https://goo.gl/pxwQGp)\nconst toType = object => {\n if (object === null || object === undefined) {\n return `${object}`;\n }\n return Object.prototype.toString.call(object).match(/\\s([a-z]+)/i)[1].toLowerCase();\n};\n\n/**\n * Public Util API\n */\n\nconst getUID = prefix => {\n do {\n prefix += Math.floor(Math.random() * MAX_UID);\n } while (document.getElementById(prefix));\n return prefix;\n};\nconst getTransitionDurationFromElement = element => {\n if (!element) {\n return 0;\n }\n\n // Get transition-duration of the element\n let {\n transitionDuration,\n transitionDelay\n } = window.getComputedStyle(element);\n const floatTransitionDuration = Number.parseFloat(transitionDuration);\n const floatTransitionDelay = Number.parseFloat(transitionDelay);\n\n // Return 0 if element or transition duration is not found\n if (!floatTransitionDuration && !floatTransitionDelay) {\n return 0;\n }\n\n // If multiple durations are defined, take the first\n transitionDuration = transitionDuration.split(',')[0];\n transitionDelay = transitionDelay.split(',')[0];\n return (Number.parseFloat(transitionDuration) + Number.parseFloat(transitionDelay)) * MILLISECONDS_MULTIPLIER;\n};\nconst triggerTransitionEnd = element => {\n element.dispatchEvent(new Event(TRANSITION_END));\n};\nconst isElement = object => {\n if (!object || typeof object !== 'object') {\n return false;\n }\n if (typeof object.jquery !== 'undefined') {\n object = object[0];\n }\n return typeof object.nodeType !== 'undefined';\n};\nconst getElement = object => {\n // it's a jQuery object or a node element\n if (isElement(object)) {\n return object.jquery ? object[0] : object;\n }\n if (typeof object === 'string' && object.length > 0) {\n return document.querySelector(parseSelector(object));\n }\n return null;\n};\nconst isVisible = element => {\n if (!isElement(element) || element.getClientRects().length === 0) {\n return false;\n }\n const elementIsVisible = getComputedStyle(element).getPropertyValue('visibility') === 'visible';\n // Handle `details` element as its content may falsie appear visible when it is closed\n const closedDetails = element.closest('details:not([open])');\n if (!closedDetails) {\n return elementIsVisible;\n }\n if (closedDetails !== element) {\n const summary = element.closest('summary');\n if (summary && summary.parentNode !== closedDetails) {\n return false;\n }\n if (summary === null) {\n return false;\n }\n }\n return elementIsVisible;\n};\nconst isDisabled = element => {\n if (!element || element.nodeType !== Node.ELEMENT_NODE) {\n return true;\n }\n if (element.classList.contains('disabled')) {\n return true;\n }\n if (typeof element.disabled !== 'undefined') {\n return element.disabled;\n }\n return element.hasAttribute('disabled') && element.getAttribute('disabled') !== 'false';\n};\nconst findShadowRoot = element => {\n if (!document.documentElement.attachShadow) {\n return null;\n }\n\n // Can find the shadow root otherwise it'll return the document\n if (typeof element.getRootNode === 'function') {\n const root = element.getRootNode();\n return root instanceof ShadowRoot ? root : null;\n }\n if (element instanceof ShadowRoot) {\n return element;\n }\n\n // when we don't find a shadow root\n if (!element.parentNode) {\n return null;\n }\n return findShadowRoot(element.parentNode);\n};\nconst noop = () => {};\n\n/**\n * Trick to restart an element's animation\n *\n * @param {HTMLElement} element\n * @return void\n *\n * @see https://www.charistheo.io/blog/2021/02/restart-a-css-animation-with-javascript/#restarting-a-css-animation\n */\nconst reflow = element => {\n element.offsetHeight; // eslint-disable-line no-unused-expressions\n};\nconst getjQuery = () => {\n if (window.jQuery && !document.body.hasAttribute('data-bs-no-jquery')) {\n return window.jQuery;\n }\n return null;\n};\nconst DOMContentLoadedCallbacks = [];\nconst onDOMContentLoaded = callback => {\n if (document.readyState === 'loading') {\n // add listener on the first call when the document is in loading state\n if (!DOMContentLoadedCallbacks.length) {\n document.addEventListener('DOMContentLoaded', () => {\n for (const callback of DOMContentLoadedCallbacks) {\n callback();\n }\n });\n }\n DOMContentLoadedCallbacks.push(callback);\n } else {\n callback();\n }\n};\nconst isRTL = () => document.documentElement.dir === 'rtl';\nconst defineJQueryPlugin = plugin => {\n onDOMContentLoaded(() => {\n const $ = getjQuery();\n /* istanbul ignore if */\n if ($) {\n const name = plugin.NAME;\n const JQUERY_NO_CONFLICT = $.fn[name];\n $.fn[name] = plugin.jQueryInterface;\n $.fn[name].Constructor = plugin;\n $.fn[name].noConflict = () => {\n $.fn[name] = JQUERY_NO_CONFLICT;\n return plugin.jQueryInterface;\n };\n }\n });\n};\nconst execute = (possibleCallback, args = [], defaultValue = possibleCallback) => {\n return typeof possibleCallback === 'function' ? possibleCallback(...args) : defaultValue;\n};\nconst executeAfterTransition = (callback, transitionElement, waitForTransition = true) => {\n if (!waitForTransition) {\n execute(callback);\n return;\n }\n const durationPadding = 5;\n const emulatedDuration = getTransitionDurationFromElement(transitionElement) + durationPadding;\n let called = false;\n const handler = ({\n target\n }) => {\n if (target !== transitionElement) {\n return;\n }\n called = true;\n transitionElement.removeEventListener(TRANSITION_END, handler);\n execute(callback);\n };\n transitionElement.addEventListener(TRANSITION_END, handler);\n setTimeout(() => {\n if (!called) {\n triggerTransitionEnd(transitionElement);\n }\n }, emulatedDuration);\n};\n\n/**\n * Return the previous/next element of a list.\n *\n * @param {array} list The list of elements\n * @param activeElement The active element\n * @param shouldGetNext Choose to get next or previous element\n * @param isCycleAllowed\n * @return {Element|elem} The proper element\n */\nconst getNextActiveElement = (list, activeElement, shouldGetNext, isCycleAllowed) => {\n const listLength = list.length;\n let index = list.indexOf(activeElement);\n\n // if the element does not exist in the list return an element\n // depending on the direction and if cycle is allowed\n if (index === -1) {\n return !shouldGetNext && isCycleAllowed ? list[listLength - 1] : list[0];\n }\n index += shouldGetNext ? 1 : -1;\n if (isCycleAllowed) {\n index = (index + listLength) % listLength;\n }\n return list[Math.max(0, Math.min(index, listLength - 1))];\n};\n\n/**\n * --------------------------------------------------------------------------\n * Bootstrap dom/event-handler.js\n * Licensed under MIT (https://github.com/twbs/bootstrap/blob/main/LICENSE)\n * --------------------------------------------------------------------------\n */\n\n\n/**\n * Constants\n */\n\nconst namespaceRegex = /[^.]*(?=\\..*)\\.|.*/;\nconst stripNameRegex = /\\..*/;\nconst stripUidRegex = /::\\d+$/;\nconst eventRegistry = {}; // Events storage\nlet uidEvent = 1;\nconst customEvents = {\n mouseenter: 'mouseover',\n mouseleave: 'mouseout'\n};\nconst nativeEvents = new Set(['click', 'dblclick', 'mouseup', 'mousedown', 'contextmenu', 'mousewheel', 'DOMMouseScroll', 'mouseover', 'mouseout', 'mousemove', 'selectstart', 'selectend', 'keydown', 'keypress', 'keyup', 'orientationchange', 'touchstart', 'touchmove', 'touchend', 'touchcancel', 'pointerdown', 'pointermove', 'pointerup', 'pointerleave', 'pointercancel', 'gesturestart', 'gesturechange', 'gestureend', 'focus', 'blur', 'change', 'reset', 'select', 'submit', 'focusin', 'focusout', 'load', 'unload', 'beforeunload', 'resize', 'move', 'DOMContentLoaded', 'readystatechange', 'error', 'abort', 'scroll']);\n\n/**\n * Private methods\n */\n\nfunction makeEventUid(element, uid) {\n return uid && `${uid}::${uidEvent++}` || element.uidEvent || uidEvent++;\n}\nfunction getElementEvents(element) {\n const uid = makeEventUid(element);\n element.uidEvent = uid;\n eventRegistry[uid] = eventRegistry[uid] || {};\n return eventRegistry[uid];\n}\nfunction bootstrapHandler(element, fn) {\n return function handler(event) {\n hydrateObj(event, {\n delegateTarget: element\n });\n if (handler.oneOff) {\n EventHandler.off(element, event.type, fn);\n }\n return fn.apply(element, [event]);\n };\n}\nfunction bootstrapDelegationHandler(element, selector, fn) {\n return function handler(event) {\n const domElements = element.querySelectorAll(selector);\n for (let {\n target\n } = event; target && target !== this; target = target.parentNode) {\n for (const domElement of domElements) {\n if (domElement !== target) {\n continue;\n }\n hydrateObj(event, {\n delegateTarget: target\n });\n if (handler.oneOff) {\n EventHandler.off(element, event.type, selector, fn);\n }\n return fn.apply(target, [event]);\n }\n }\n };\n}\nfunction findHandler(events, callable, delegationSelector = null) {\n return Object.values(events).find(event => event.callable === callable && event.delegationSelector === delegationSelector);\n}\nfunction normalizeParameters(originalTypeEvent, handler, delegationFunction) {\n const isDelegated = typeof handler === 'string';\n // TODO: tooltip passes `false` instead of selector, so we need to check\n const callable = isDelegated ? delegationFunction : handler || delegationFunction;\n let typeEvent = getTypeEvent(originalTypeEvent);\n if (!nativeEvents.has(typeEvent)) {\n typeEvent = originalTypeEvent;\n }\n return [isDelegated, callable, typeEvent];\n}\nfunction addHandler(element, originalTypeEvent, handler, delegationFunction, oneOff) {\n if (typeof originalTypeEvent !== 'string' || !element) {\n return;\n }\n let [isDelegated, callable, typeEvent] = normalizeParameters(originalTypeEvent, handler, delegationFunction);\n\n // in case of mouseenter or mouseleave wrap the handler within a function that checks for its DOM position\n // this prevents the handler from being dispatched the same way as mouseover or mouseout does\n if (originalTypeEvent in customEvents) {\n const wrapFunction = fn => {\n return function (event) {\n if (!event.relatedTarget || event.relatedTarget !== event.delegateTarget && !event.delegateTarget.contains(event.relatedTarget)) {\n return fn.call(this, event);\n }\n };\n };\n callable = wrapFunction(callable);\n }\n const events = getElementEvents(element);\n const handlers = events[typeEvent] || (events[typeEvent] = {});\n const previousFunction = findHandler(handlers, callable, isDelegated ? handler : null);\n if (previousFunction) {\n previousFunction.oneOff = previousFunction.oneOff && oneOff;\n return;\n }\n const uid = makeEventUid(callable, originalTypeEvent.replace(namespaceRegex, ''));\n const fn = isDelegated ? bootstrapDelegationHandler(element, handler, callable) : bootstrapHandler(element, callable);\n fn.delegationSelector = isDelegated ? handler : null;\n fn.callable = callable;\n fn.oneOff = oneOff;\n fn.uidEvent = uid;\n handlers[uid] = fn;\n element.addEventListener(typeEvent, fn, isDelegated);\n}\nfunction removeHandler(element, events, typeEvent, handler, delegationSelector) {\n const fn = findHandler(events[typeEvent], handler, delegationSelector);\n if (!fn) {\n return;\n }\n element.removeEventListener(typeEvent, fn, Boolean(delegationSelector));\n delete events[typeEvent][fn.uidEvent];\n}\nfunction removeNamespacedHandlers(element, events, typeEvent, namespace) {\n const storeElementEvent = events[typeEvent] || {};\n for (const [handlerKey, event] of Object.entries(storeElementEvent)) {\n if (handlerKey.includes(namespace)) {\n removeHandler(element, events, typeEvent, event.callable, event.delegationSelector);\n }\n }\n}\nfunction getTypeEvent(event) {\n // allow to get the native events from namespaced events ('click.bs.button' --> 'click')\n event = event.replace(stripNameRegex, '');\n return customEvents[event] || event;\n}\nconst EventHandler = {\n on(element, event, handler, delegationFunction) {\n addHandler(element, event, handler, delegationFunction, false);\n },\n one(element, event, handler, delegationFunction) {\n addHandler(element, event, handler, delegationFunction, true);\n },\n off(element, originalTypeEvent, handler, delegationFunction) {\n if (typeof originalTypeEvent !== 'string' || !element) {\n return;\n }\n const [isDelegated, callable, typeEvent] = normalizeParameters(originalTypeEvent, handler, delegationFunction);\n const inNamespace = typeEvent !== originalTypeEvent;\n const events = getElementEvents(element);\n const storeElementEvent = events[typeEvent] || {};\n const isNamespace = originalTypeEvent.startsWith('.');\n if (typeof callable !== 'undefined') {\n // Simplest case: handler is passed, remove that listener ONLY.\n if (!Object.keys(storeElementEvent).length) {\n return;\n }\n removeHandler(element, events, typeEvent, callable, isDelegated ? handler : null);\n return;\n }\n if (isNamespace) {\n for (const elementEvent of Object.keys(events)) {\n removeNamespacedHandlers(element, events, elementEvent, originalTypeEvent.slice(1));\n }\n }\n for (const [keyHandlers, event] of Object.entries(storeElementEvent)) {\n const handlerKey = keyHandlers.replace(stripUidRegex, '');\n if (!inNamespace || originalTypeEvent.includes(handlerKey)) {\n removeHandler(element, events, typeEvent, event.callable, event.delegationSelector);\n }\n }\n },\n trigger(element, event, args) {\n if (typeof event !== 'string' || !element) {\n return null;\n }\n const $ = getjQuery();\n const typeEvent = getTypeEvent(event);\n const inNamespace = event !== typeEvent;\n let jQueryEvent = null;\n let bubbles = true;\n let nativeDispatch = true;\n let defaultPrevented = false;\n if (inNamespace && $) {\n jQueryEvent = $.Event(event, args);\n $(element).trigger(jQueryEvent);\n bubbles = !jQueryEvent.isPropagationStopped();\n nativeDispatch = !jQueryEvent.isImmediatePropagationStopped();\n defaultPrevented = jQueryEvent.isDefaultPrevented();\n }\n const evt = hydrateObj(new Event(event, {\n bubbles,\n cancelable: true\n }), args);\n if (defaultPrevented) {\n evt.preventDefault();\n }\n if (nativeDispatch) {\n element.dispatchEvent(evt);\n }\n if (evt.defaultPrevented && jQueryEvent) {\n jQueryEvent.preventDefault();\n }\n return evt;\n }\n};\nfunction hydrateObj(obj, meta = {}) {\n for (const [key, value] of Object.entries(meta)) {\n try {\n obj[key] = value;\n } catch (_unused) {\n Object.defineProperty(obj, key, {\n configurable: true,\n get() {\n return value;\n }\n });\n }\n }\n return obj;\n}\n\n/**\n * --------------------------------------------------------------------------\n * Bootstrap dom/manipulator.js\n * Licensed under MIT (https://github.com/twbs/bootstrap/blob/main/LICENSE)\n * --------------------------------------------------------------------------\n */\n\nfunction normalizeData(value) {\n if (value === 'true') {\n return true;\n }\n if (value === 'false') {\n return false;\n }\n if (value === Number(value).toString()) {\n return Number(value);\n }\n if (value === '' || value === 'null') {\n return null;\n }\n if (typeof value !== 'string') {\n return value;\n }\n try {\n return JSON.parse(decodeURIComponent(value));\n } catch (_unused) {\n return value;\n }\n}\nfunction normalizeDataKey(key) {\n return key.replace(/[A-Z]/g, chr => `-${chr.toLowerCase()}`);\n}\nconst Manipulator = {\n setDataAttribute(element, key, value) {\n element.setAttribute(`data-bs-${normalizeDataKey(key)}`, value);\n },\n removeDataAttribute(element, key) {\n element.removeAttribute(`data-bs-${normalizeDataKey(key)}`);\n },\n getDataAttributes(element) {\n if (!element) {\n return {};\n }\n const attributes = {};\n const bsKeys = Object.keys(element.dataset).filter(key => key.startsWith('bs') && !key.startsWith('bsConfig'));\n for (const key of bsKeys) {\n let pureKey = key.replace(/^bs/, '');\n pureKey = pureKey.charAt(0).toLowerCase() + pureKey.slice(1, pureKey.length);\n attributes[pureKey] = normalizeData(element.dataset[key]);\n }\n return attributes;\n },\n getDataAttribute(element, key) {\n return normalizeData(element.getAttribute(`data-bs-${normalizeDataKey(key)}`));\n }\n};\n\n/**\n * --------------------------------------------------------------------------\n * Bootstrap util/config.js\n * Licensed under MIT (https://github.com/twbs/bootstrap/blob/main/LICENSE)\n * --------------------------------------------------------------------------\n */\n\n\n/**\n * Class definition\n */\n\nclass Config {\n // Getters\n static get Default() {\n return {};\n }\n static get DefaultType() {\n return {};\n }\n static get NAME() {\n throw new Error('You have to implement the static method \"NAME\", for each component!');\n }\n _getConfig(config) {\n config = this._mergeConfigObj(config);\n config = this._configAfterMerge(config);\n this._typeCheckConfig(config);\n return config;\n }\n _configAfterMerge(config) {\n return config;\n }\n _mergeConfigObj(config, element) {\n const jsonConfig = isElement(element) ? Manipulator.getDataAttribute(element, 'config') : {}; // try to parse\n\n return {\n ...this.constructor.Default,\n ...(typeof jsonConfig === 'object' ? jsonConfig : {}),\n ...(isElement(element) ? Manipulator.getDataAttributes(element) : {}),\n ...(typeof config === 'object' ? config : {})\n };\n }\n _typeCheckConfig(config, configTypes = this.constructor.DefaultType) {\n for (const [property, expectedTypes] of Object.entries(configTypes)) {\n const value = config[property];\n const valueType = isElement(value) ? 'element' : toType(value);\n if (!new RegExp(expectedTypes).test(valueType)) {\n throw new TypeError(`${this.constructor.NAME.toUpperCase()}: Option \"${property}\" provided type \"${valueType}\" but expected type \"${expectedTypes}\".`);\n }\n }\n }\n}\n\n/**\n * --------------------------------------------------------------------------\n * Bootstrap base-component.js\n * Licensed under MIT (https://github.com/twbs/bootstrap/blob/main/LICENSE)\n * --------------------------------------------------------------------------\n */\n\n\n/**\n * Constants\n */\n\nconst VERSION = '5.3.3';\n\n/**\n * Class definition\n */\n\nclass BaseComponent extends Config {\n constructor(element, config) {\n super();\n element = getElement(element);\n if (!element) {\n return;\n }\n this._element = element;\n this._config = this._getConfig(config);\n Data.set(this._element, this.constructor.DATA_KEY, this);\n }\n\n // Public\n dispose() {\n Data.remove(this._element, this.constructor.DATA_KEY);\n EventHandler.off(this._element, this.constructor.EVENT_KEY);\n for (const propertyName of Object.getOwnPropertyNames(this)) {\n this[propertyName] = null;\n }\n }\n _queueCallback(callback, element, isAnimated = true) {\n executeAfterTransition(callback, element, isAnimated);\n }\n _getConfig(config) {\n config = this._mergeConfigObj(config, this._element);\n config = this._configAfterMerge(config);\n this._typeCheckConfig(config);\n return config;\n }\n\n // Static\n static getInstance(element) {\n return Data.get(getElement(element), this.DATA_KEY);\n }\n static getOrCreateInstance(element, config = {}) {\n return this.getInstance(element) || new this(element, typeof config === 'object' ? config : null);\n }\n static get VERSION() {\n return VERSION;\n }\n static get DATA_KEY() {\n return `bs.${this.NAME}`;\n }\n static get EVENT_KEY() {\n return `.${this.DATA_KEY}`;\n }\n static eventName(name) {\n return `${name}${this.EVENT_KEY}`;\n }\n}\n\n/**\n * --------------------------------------------------------------------------\n * Bootstrap dom/selector-engine.js\n * Licensed under MIT (https://github.com/twbs/bootstrap/blob/main/LICENSE)\n * --------------------------------------------------------------------------\n */\n\nconst getSelector = element => {\n let selector = element.getAttribute('data-bs-target');\n if (!selector || selector === '#') {\n let hrefAttribute = element.getAttribute('href');\n\n // The only valid content that could double as a selector are IDs or classes,\n // so everything starting with `#` or `.`. If a \"real\" URL is used as the selector,\n // `document.querySelector` will rightfully complain it is invalid.\n // See https://github.com/twbs/bootstrap/issues/32273\n if (!hrefAttribute || !hrefAttribute.includes('#') && !hrefAttribute.startsWith('.')) {\n return null;\n }\n\n // Just in case some CMS puts out a full URL with the anchor appended\n if (hrefAttribute.includes('#') && !hrefAttribute.startsWith('#')) {\n hrefAttribute = `#${hrefAttribute.split('#')[1]}`;\n }\n selector = hrefAttribute && hrefAttribute !== '#' ? hrefAttribute.trim() : null;\n }\n return selector ? selector.split(',').map(sel => parseSelector(sel)).join(',') : null;\n};\nconst SelectorEngine = {\n find(selector, element = document.documentElement) {\n return [].concat(...Element.prototype.querySelectorAll.call(element, selector));\n },\n findOne(selector, element = document.documentElement) {\n return Element.prototype.querySelector.call(element, selector);\n },\n children(element, selector) {\n return [].concat(...element.children).filter(child => child.matches(selector));\n },\n parents(element, selector) {\n const parents = [];\n let ancestor = element.parentNode.closest(selector);\n while (ancestor) {\n parents.push(ancestor);\n ancestor = ancestor.parentNode.closest(selector);\n }\n return parents;\n },\n prev(element, selector) {\n let previous = element.previousElementSibling;\n while (previous) {\n if (previous.matches(selector)) {\n return [previous];\n }\n previous = previous.previousElementSibling;\n }\n return [];\n },\n // TODO: this is now unused; remove later along with prev()\n next(element, selector) {\n let next = element.nextElementSibling;\n while (next) {\n if (next.matches(selector)) {\n return [next];\n }\n next = next.nextElementSibling;\n }\n return [];\n },\n focusableChildren(element) {\n const focusables = ['a', 'button', 'input', 'textarea', 'select', 'details', '[tabindex]', '[contenteditable=\"true\"]'].map(selector => `${selector}:not([tabindex^=\"-\"])`).join(',');\n return this.find(focusables, element).filter(el => !isDisabled(el) && isVisible(el));\n },\n getSelectorFromElement(element) {\n const selector = getSelector(element);\n if (selector) {\n return SelectorEngine.findOne(selector) ? selector : null;\n }\n return null;\n },\n getElementFromSelector(element) {\n const selector = getSelector(element);\n return selector ? SelectorEngine.findOne(selector) : null;\n },\n getMultipleElementsFromSelector(element) {\n const selector = getSelector(element);\n return selector ? SelectorEngine.find(selector) : [];\n }\n};\n\n/**\n * --------------------------------------------------------------------------\n * Bootstrap util/component-functions.js\n * Licensed under MIT (https://github.com/twbs/bootstrap/blob/main/LICENSE)\n * --------------------------------------------------------------------------\n */\n\nconst enableDismissTrigger = (component, method = 'hide') => {\n const clickEvent = `click.dismiss${component.EVENT_KEY}`;\n const name = component.NAME;\n EventHandler.on(document, clickEvent, `[data-bs-dismiss=\"${name}\"]`, function (event) {\n if (['A', 'AREA'].includes(this.tagName)) {\n event.preventDefault();\n }\n if (isDisabled(this)) {\n return;\n }\n const target = SelectorEngine.getElementFromSelector(this) || this.closest(`.${name}`);\n const instance = component.getOrCreateInstance(target);\n\n // Method argument is left, for Alert and only, as it doesn't implement the 'hide' method\n instance[method]();\n });\n};\n\n/**\n * --------------------------------------------------------------------------\n * Bootstrap alert.js\n * Licensed under MIT (https://github.com/twbs/bootstrap/blob/main/LICENSE)\n * --------------------------------------------------------------------------\n */\n\n\n/**\n * Constants\n */\n\nconst NAME$f = 'alert';\nconst DATA_KEY$a = 'bs.alert';\nconst EVENT_KEY$b = `.${DATA_KEY$a}`;\nconst EVENT_CLOSE = `close${EVENT_KEY$b}`;\nconst EVENT_CLOSED = `closed${EVENT_KEY$b}`;\nconst CLASS_NAME_FADE$5 = 'fade';\nconst CLASS_NAME_SHOW$8 = 'show';\n\n/**\n * Class definition\n */\n\nclass Alert extends BaseComponent {\n // Getters\n static get NAME() {\n return NAME$f;\n }\n\n // Public\n close() {\n const closeEvent = EventHandler.trigger(this._element, EVENT_CLOSE);\n if (closeEvent.defaultPrevented) {\n return;\n }\n this._element.classList.remove(CLASS_NAME_SHOW$8);\n const isAnimated = this._element.classList.contains(CLASS_NAME_FADE$5);\n this._queueCallback(() => this._destroyElement(), this._element, isAnimated);\n }\n\n // Private\n _destroyElement() {\n this._element.remove();\n EventHandler.trigger(this._element, EVENT_CLOSED);\n this.dispose();\n }\n\n // Static\n static jQueryInterface(config) {\n return this.each(function () {\n const data = Alert.getOrCreateInstance(this);\n if (typeof config !== 'string') {\n return;\n }\n if (data[config] === undefined || config.startsWith('_') || config === 'constructor') {\n throw new TypeError(`No method named \"${config}\"`);\n }\n data[config](this);\n });\n }\n}\n\n/**\n * Data API implementation\n */\n\nenableDismissTrigger(Alert, 'close');\n\n/**\n * jQuery\n */\n\ndefineJQueryPlugin(Alert);\n\n/**\n * --------------------------------------------------------------------------\n * Bootstrap button.js\n * Licensed under MIT (https://github.com/twbs/bootstrap/blob/main/LICENSE)\n * --------------------------------------------------------------------------\n */\n\n\n/**\n * Constants\n */\n\nconst NAME$e = 'button';\nconst DATA_KEY$9 = 'bs.button';\nconst EVENT_KEY$a = `.${DATA_KEY$9}`;\nconst DATA_API_KEY$6 = '.data-api';\nconst CLASS_NAME_ACTIVE$3 = 'active';\nconst SELECTOR_DATA_TOGGLE$5 = '[data-bs-toggle=\"button\"]';\nconst EVENT_CLICK_DATA_API$6 = `click${EVENT_KEY$a}${DATA_API_KEY$6}`;\n\n/**\n * Class definition\n */\n\nclass Button extends BaseComponent {\n // Getters\n static get NAME() {\n return NAME$e;\n }\n\n // Public\n toggle() {\n // Toggle class and sync the `aria-pressed` attribute with the return value of the `.toggle()` method\n this._element.setAttribute('aria-pressed', this._element.classList.toggle(CLASS_NAME_ACTIVE$3));\n }\n\n // Static\n static jQueryInterface(config) {\n return this.each(function () {\n const data = Button.getOrCreateInstance(this);\n if (config === 'toggle') {\n data[config]();\n }\n });\n }\n}\n\n/**\n * Data API implementation\n */\n\nEventHandler.on(document, EVENT_CLICK_DATA_API$6, SELECTOR_DATA_TOGGLE$5, event => {\n event.preventDefault();\n const button = event.target.closest(SELECTOR_DATA_TOGGLE$5);\n const data = Button.getOrCreateInstance(button);\n data.toggle();\n});\n\n/**\n * jQuery\n */\n\ndefineJQueryPlugin(Button);\n\n/**\n * --------------------------------------------------------------------------\n * Bootstrap util/swipe.js\n * Licensed under MIT (https://github.com/twbs/bootstrap/blob/main/LICENSE)\n * --------------------------------------------------------------------------\n */\n\n\n/**\n * Constants\n */\n\nconst NAME$d = 'swipe';\nconst EVENT_KEY$9 = '.bs.swipe';\nconst EVENT_TOUCHSTART = `touchstart${EVENT_KEY$9}`;\nconst EVENT_TOUCHMOVE = `touchmove${EVENT_KEY$9}`;\nconst EVENT_TOUCHEND = `touchend${EVENT_KEY$9}`;\nconst EVENT_POINTERDOWN = `pointerdown${EVENT_KEY$9}`;\nconst EVENT_POINTERUP = `pointerup${EVENT_KEY$9}`;\nconst POINTER_TYPE_TOUCH = 'touch';\nconst POINTER_TYPE_PEN = 'pen';\nconst CLASS_NAME_POINTER_EVENT = 'pointer-event';\nconst SWIPE_THRESHOLD = 40;\nconst Default$c = {\n endCallback: null,\n leftCallback: null,\n rightCallback: null\n};\nconst DefaultType$c = {\n endCallback: '(function|null)',\n leftCallback: '(function|null)',\n rightCallback: '(function|null)'\n};\n\n/**\n * Class definition\n */\n\nclass Swipe extends Config {\n constructor(element, config) {\n super();\n this._element = element;\n if (!element || !Swipe.isSupported()) {\n return;\n }\n this._config = this._getConfig(config);\n this._deltaX = 0;\n this._supportPointerEvents = Boolean(window.PointerEvent);\n this._initEvents();\n }\n\n // Getters\n static get Default() {\n return Default$c;\n }\n static get DefaultType() {\n return DefaultType$c;\n }\n static get NAME() {\n return NAME$d;\n }\n\n // Public\n dispose() {\n EventHandler.off(this._element, EVENT_KEY$9);\n }\n\n // Private\n _start(event) {\n if (!this._supportPointerEvents) {\n this._deltaX = event.touches[0].clientX;\n return;\n }\n if (this._eventIsPointerPenTouch(event)) {\n this._deltaX = event.clientX;\n }\n }\n _end(event) {\n if (this._eventIsPointerPenTouch(event)) {\n this._deltaX = event.clientX - this._deltaX;\n }\n this._handleSwipe();\n execute(this._config.endCallback);\n }\n _move(event) {\n this._deltaX = event.touches && event.touches.length > 1 ? 0 : event.touches[0].clientX - this._deltaX;\n }\n _handleSwipe() {\n const absDeltaX = Math.abs(this._deltaX);\n if (absDeltaX <= SWIPE_THRESHOLD) {\n return;\n }\n const direction = absDeltaX / this._deltaX;\n this._deltaX = 0;\n if (!direction) {\n return;\n }\n execute(direction > 0 ? this._config.rightCallback : this._config.leftCallback);\n }\n _initEvents() {\n if (this._supportPointerEvents) {\n EventHandler.on(this._element, EVENT_POINTERDOWN, event => this._start(event));\n EventHandler.on(this._element, EVENT_POINTERUP, event => this._end(event));\n this._element.classList.add(CLASS_NAME_POINTER_EVENT);\n } else {\n EventHandler.on(this._element, EVENT_TOUCHSTART, event => this._start(event));\n EventHandler.on(this._element, EVENT_TOUCHMOVE, event => this._move(event));\n EventHandler.on(this._element, EVENT_TOUCHEND, event => this._end(event));\n }\n }\n _eventIsPointerPenTouch(event) {\n return this._supportPointerEvents && (event.pointerType === POINTER_TYPE_PEN || event.pointerType === POINTER_TYPE_TOUCH);\n }\n\n // Static\n static isSupported() {\n return 'ontouchstart' in document.documentElement || navigator.maxTouchPoints > 0;\n }\n}\n\n/**\n * --------------------------------------------------------------------------\n * Bootstrap carousel.js\n * Licensed under MIT (https://github.com/twbs/bootstrap/blob/main/LICENSE)\n * --------------------------------------------------------------------------\n */\n\n\n/**\n * Constants\n */\n\nconst NAME$c = 'carousel';\nconst DATA_KEY$8 = 'bs.carousel';\nconst EVENT_KEY$8 = `.${DATA_KEY$8}`;\nconst DATA_API_KEY$5 = '.data-api';\nconst ARROW_LEFT_KEY$1 = 'ArrowLeft';\nconst ARROW_RIGHT_KEY$1 = 'ArrowRight';\nconst TOUCHEVENT_COMPAT_WAIT = 500; // Time for mouse compat events to fire after touch\n\nconst ORDER_NEXT = 'next';\nconst ORDER_PREV = 'prev';\nconst DIRECTION_LEFT = 'left';\nconst DIRECTION_RIGHT = 'right';\nconst EVENT_SLIDE = `slide${EVENT_KEY$8}`;\nconst EVENT_SLID = `slid${EVENT_KEY$8}`;\nconst EVENT_KEYDOWN$1 = `keydown${EVENT_KEY$8}`;\nconst EVENT_MOUSEENTER$1 = `mouseenter${EVENT_KEY$8}`;\nconst EVENT_MOUSELEAVE$1 = `mouseleave${EVENT_KEY$8}`;\nconst EVENT_DRAG_START = `dragstart${EVENT_KEY$8}`;\nconst EVENT_LOAD_DATA_API$3 = `load${EVENT_KEY$8}${DATA_API_KEY$5}`;\nconst EVENT_CLICK_DATA_API$5 = `click${EVENT_KEY$8}${DATA_API_KEY$5}`;\nconst CLASS_NAME_CAROUSEL = 'carousel';\nconst CLASS_NAME_ACTIVE$2 = 'active';\nconst CLASS_NAME_SLIDE = 'slide';\nconst CLASS_NAME_END = 'carousel-item-end';\nconst CLASS_NAME_START = 'carousel-item-start';\nconst CLASS_NAME_NEXT = 'carousel-item-next';\nconst CLASS_NAME_PREV = 'carousel-item-prev';\nconst SELECTOR_ACTIVE = '.active';\nconst SELECTOR_ITEM = '.carousel-item';\nconst SELECTOR_ACTIVE_ITEM = SELECTOR_ACTIVE + SELECTOR_ITEM;\nconst SELECTOR_ITEM_IMG = '.carousel-item img';\nconst SELECTOR_INDICATORS = '.carousel-indicators';\nconst SELECTOR_DATA_SLIDE = '[data-bs-slide], [data-bs-slide-to]';\nconst SELECTOR_DATA_RIDE = '[data-bs-ride=\"carousel\"]';\nconst KEY_TO_DIRECTION = {\n [ARROW_LEFT_KEY$1]: DIRECTION_RIGHT,\n [ARROW_RIGHT_KEY$1]: DIRECTION_LEFT\n};\nconst Default$b = {\n interval: 5000,\n keyboard: true,\n pause: 'hover',\n ride: false,\n touch: true,\n wrap: true\n};\nconst DefaultType$b = {\n interval: '(number|boolean)',\n // TODO:v6 remove boolean support\n keyboard: 'boolean',\n pause: '(string|boolean)',\n ride: '(boolean|string)',\n touch: 'boolean',\n wrap: 'boolean'\n};\n\n/**\n * Class definition\n */\n\nclass Carousel extends BaseComponent {\n constructor(element, config) {\n super(element, config);\n this._interval = null;\n this._activeElement = null;\n this._isSliding = false;\n this.touchTimeout = null;\n this._swipeHelper = null;\n this._indicatorsElement = SelectorEngine.findOne(SELECTOR_INDICATORS, this._element);\n this._addEventListeners();\n if (this._config.ride === CLASS_NAME_CAROUSEL) {\n this.cycle();\n }\n }\n\n // Getters\n static get Default() {\n return Default$b;\n }\n static get DefaultType() {\n return DefaultType$b;\n }\n static get NAME() {\n return NAME$c;\n }\n\n // Public\n next() {\n this._slide(ORDER_NEXT);\n }\n nextWhenVisible() {\n // FIXME TODO use `document.visibilityState`\n // Don't call next when the page isn't visible\n // or the carousel or its parent isn't visible\n if (!document.hidden && isVisible(this._element)) {\n this.next();\n }\n }\n prev() {\n this._slide(ORDER_PREV);\n }\n pause() {\n if (this._isSliding) {\n triggerTransitionEnd(this._element);\n }\n this._clearInterval();\n }\n cycle() {\n this._clearInterval();\n this._updateInterval();\n this._interval = setInterval(() => this.nextWhenVisible(), this._config.interval);\n }\n _maybeEnableCycle() {\n if (!this._config.ride) {\n return;\n }\n if (this._isSliding) {\n EventHandler.one(this._element, EVENT_SLID, () => this.cycle());\n return;\n }\n this.cycle();\n }\n to(index) {\n const items = this._getItems();\n if (index > items.length - 1 || index < 0) {\n return;\n }\n if (this._isSliding) {\n EventHandler.one(this._element, EVENT_SLID, () => this.to(index));\n return;\n }\n const activeIndex = this._getItemIndex(this._getActive());\n if (activeIndex === index) {\n return;\n }\n const order = index > activeIndex ? ORDER_NEXT : ORDER_PREV;\n this._slide(order, items[index]);\n }\n dispose() {\n if (this._swipeHelper) {\n this._swipeHelper.dispose();\n }\n super.dispose();\n }\n\n // Private\n _configAfterMerge(config) {\n config.defaultInterval = config.interval;\n return config;\n }\n _addEventListeners() {\n if (this._config.keyboard) {\n EventHandler.on(this._element, EVENT_KEYDOWN$1, event => this._keydown(event));\n }\n if (this._config.pause === 'hover') {\n EventHandler.on(this._element, EVENT_MOUSEENTER$1, () => this.pause());\n EventHandler.on(this._element, EVENT_MOUSELEAVE$1, () => this._maybeEnableCycle());\n }\n if (this._config.touch && Swipe.isSupported()) {\n this._addTouchEventListeners();\n }\n }\n _addTouchEventListeners() {\n for (const img of SelectorEngine.find(SELECTOR_ITEM_IMG, this._element)) {\n EventHandler.on(img, EVENT_DRAG_START, event => event.preventDefault());\n }\n const endCallBack = () => {\n if (this._config.pause !== 'hover') {\n return;\n }\n\n // If it's a touch-enabled device, mouseenter/leave are fired as\n // part of the mouse compatibility events on first tap - the carousel\n // would stop cycling until user tapped out of it;\n // here, we listen for touchend, explicitly pause the carousel\n // (as if it's the second time we tap on it, mouseenter compat event\n // is NOT fired) and after a timeout (to allow for mouse compatibility\n // events to fire) we explicitly restart cycling\n\n this.pause();\n if (this.touchTimeout) {\n clearTimeout(this.touchTimeout);\n }\n this.touchTimeout = setTimeout(() => this._maybeEnableCycle(), TOUCHEVENT_COMPAT_WAIT + this._config.interval);\n };\n const swipeConfig = {\n leftCallback: () => this._slide(this._directionToOrder(DIRECTION_LEFT)),\n rightCallback: () => this._slide(this._directionToOrder(DIRECTION_RIGHT)),\n endCallback: endCallBack\n };\n this._swipeHelper = new Swipe(this._element, swipeConfig);\n }\n _keydown(event) {\n if (/input|textarea/i.test(event.target.tagName)) {\n return;\n }\n const direction = KEY_TO_DIRECTION[event.key];\n if (direction) {\n event.preventDefault();\n this._slide(this._directionToOrder(direction));\n }\n }\n _getItemIndex(element) {\n return this._getItems().indexOf(element);\n }\n _setActiveIndicatorElement(index) {\n if (!this._indicatorsElement) {\n return;\n }\n const activeIndicator = SelectorEngine.findOne(SELECTOR_ACTIVE, this._indicatorsElement);\n activeIndicator.classList.remove(CLASS_NAME_ACTIVE$2);\n activeIndicator.removeAttribute('aria-current');\n const newActiveIndicator = SelectorEngine.findOne(`[data-bs-slide-to=\"${index}\"]`, this._indicatorsElement);\n if (newActiveIndicator) {\n newActiveIndicator.classList.add(CLASS_NAME_ACTIVE$2);\n newActiveIndicator.setAttribute('aria-current', 'true');\n }\n }\n _updateInterval() {\n const element = this._activeElement || this._getActive();\n if (!element) {\n return;\n }\n const elementInterval = Number.parseInt(element.getAttribute('data-bs-interval'), 10);\n this._config.interval = elementInterval || this._config.defaultInterval;\n }\n _slide(order, element = null) {\n if (this._isSliding) {\n return;\n }\n const activeElement = this._getActive();\n const isNext = order === ORDER_NEXT;\n const nextElement = element || getNextActiveElement(this._getItems(), activeElement, isNext, this._config.wrap);\n if (nextElement === activeElement) {\n return;\n }\n const nextElementIndex = this._getItemIndex(nextElement);\n const triggerEvent = eventName => {\n return EventHandler.trigger(this._element, eventName, {\n relatedTarget: nextElement,\n direction: this._orderToDirection(order),\n from: this._getItemIndex(activeElement),\n to: nextElementIndex\n });\n };\n const slideEvent = triggerEvent(EVENT_SLIDE);\n if (slideEvent.defaultPrevented) {\n return;\n }\n if (!activeElement || !nextElement) {\n // Some weirdness is happening, so we bail\n // TODO: change tests that use empty divs to avoid this check\n return;\n }\n const isCycling = Boolean(this._interval);\n this.pause();\n this._isSliding = true;\n this._setActiveIndicatorElement(nextElementIndex);\n this._activeElement = nextElement;\n const directionalClassName = isNext ? CLASS_NAME_START : CLASS_NAME_END;\n const orderClassName = isNext ? CLASS_NAME_NEXT : CLASS_NAME_PREV;\n nextElement.classList.add(orderClassName);\n reflow(nextElement);\n activeElement.classList.add(directionalClassName);\n nextElement.classList.add(directionalClassName);\n const completeCallBack = () => {\n nextElement.classList.remove(directionalClassName, orderClassName);\n nextElement.classList.add(CLASS_NAME_ACTIVE$2);\n activeElement.classList.remove(CLASS_NAME_ACTIVE$2, orderClassName, directionalClassName);\n this._isSliding = false;\n triggerEvent(EVENT_SLID);\n };\n this._queueCallback(completeCallBack, activeElement, this._isAnimated());\n if (isCycling) {\n this.cycle();\n }\n }\n _isAnimated() {\n return this._element.classList.contains(CLASS_NAME_SLIDE);\n }\n _getActive() {\n return SelectorEngine.findOne(SELECTOR_ACTIVE_ITEM, this._element);\n }\n _getItems() {\n return SelectorEngine.find(SELECTOR_ITEM, this._element);\n }\n _clearInterval() {\n if (this._interval) {\n clearInterval(this._interval);\n this._interval = null;\n }\n }\n _directionToOrder(direction) {\n if (isRTL()) {\n return direction === DIRECTION_LEFT ? ORDER_PREV : ORDER_NEXT;\n }\n return direction === DIRECTION_LEFT ? ORDER_NEXT : ORDER_PREV;\n }\n _orderToDirection(order) {\n if (isRTL()) {\n return order === ORDER_PREV ? DIRECTION_LEFT : DIRECTION_RIGHT;\n }\n return order === ORDER_PREV ? DIRECTION_RIGHT : DIRECTION_LEFT;\n }\n\n // Static\n static jQueryInterface(config) {\n return this.each(function () {\n const data = Carousel.getOrCreateInstance(this, config);\n if (typeof config === 'number') {\n data.to(config);\n return;\n }\n if (typeof config === 'string') {\n if (data[config] === undefined || config.startsWith('_') || config === 'constructor') {\n throw new TypeError(`No method named \"${config}\"`);\n }\n data[config]();\n }\n });\n }\n}\n\n/**\n * Data API implementation\n */\n\nEventHandler.on(document, EVENT_CLICK_DATA_API$5, SELECTOR_DATA_SLIDE, function (event) {\n const target = SelectorEngine.getElementFromSelector(this);\n if (!target || !target.classList.contains(CLASS_NAME_CAROUSEL)) {\n return;\n }\n event.preventDefault();\n const carousel = Carousel.getOrCreateInstance(target);\n const slideIndex = this.getAttribute('data-bs-slide-to');\n if (slideIndex) {\n carousel.to(slideIndex);\n carousel._maybeEnableCycle();\n return;\n }\n if (Manipulator.getDataAttribute(this, 'slide') === 'next') {\n carousel.next();\n carousel._maybeEnableCycle();\n return;\n }\n carousel.prev();\n carousel._maybeEnableCycle();\n});\nEventHandler.on(window, EVENT_LOAD_DATA_API$3, () => {\n const carousels = SelectorEngine.find(SELECTOR_DATA_RIDE);\n for (const carousel of carousels) {\n Carousel.getOrCreateInstance(carousel);\n }\n});\n\n/**\n * jQuery\n */\n\ndefineJQueryPlugin(Carousel);\n\n/**\n * --------------------------------------------------------------------------\n * Bootstrap collapse.js\n * Licensed under MIT (https://github.com/twbs/bootstrap/blob/main/LICENSE)\n * --------------------------------------------------------------------------\n */\n\n\n/**\n * Constants\n */\n\nconst NAME$b = 'collapse';\nconst DATA_KEY$7 = 'bs.collapse';\nconst EVENT_KEY$7 = `.${DATA_KEY$7}`;\nconst DATA_API_KEY$4 = '.data-api';\nconst EVENT_SHOW$6 = `show${EVENT_KEY$7}`;\nconst EVENT_SHOWN$6 = `shown${EVENT_KEY$7}`;\nconst EVENT_HIDE$6 = `hide${EVENT_KEY$7}`;\nconst EVENT_HIDDEN$6 = `hidden${EVENT_KEY$7}`;\nconst EVENT_CLICK_DATA_API$4 = `click${EVENT_KEY$7}${DATA_API_KEY$4}`;\nconst CLASS_NAME_SHOW$7 = 'show';\nconst CLASS_NAME_COLLAPSE = 'collapse';\nconst CLASS_NAME_COLLAPSING = 'collapsing';\nconst CLASS_NAME_COLLAPSED = 'collapsed';\nconst CLASS_NAME_DEEPER_CHILDREN = `:scope .${CLASS_NAME_COLLAPSE} .${CLASS_NAME_COLLAPSE}`;\nconst CLASS_NAME_HORIZONTAL = 'collapse-horizontal';\nconst WIDTH = 'width';\nconst HEIGHT = 'height';\nconst SELECTOR_ACTIVES = '.collapse.show, .collapse.collapsing';\nconst SELECTOR_DATA_TOGGLE$4 = '[data-bs-toggle=\"collapse\"]';\nconst Default$a = {\n parent: null,\n toggle: true\n};\nconst DefaultType$a = {\n parent: '(null|element)',\n toggle: 'boolean'\n};\n\n/**\n * Class definition\n */\n\nclass Collapse extends BaseComponent {\n constructor(element, config) {\n super(element, config);\n this._isTransitioning = false;\n this._triggerArray = [];\n const toggleList = SelectorEngine.find(SELECTOR_DATA_TOGGLE$4);\n for (const elem of toggleList) {\n const selector = SelectorEngine.getSelectorFromElement(elem);\n const filterElement = SelectorEngine.find(selector).filter(foundElement => foundElement === this._element);\n if (selector !== null && filterElement.length) {\n this._triggerArray.push(elem);\n }\n }\n this._initializeChildren();\n if (!this._config.parent) {\n this._addAriaAndCollapsedClass(this._triggerArray, this._isShown());\n }\n if (this._config.toggle) {\n this.toggle();\n }\n }\n\n // Getters\n static get Default() {\n return Default$a;\n }\n static get DefaultType() {\n return DefaultType$a;\n }\n static get NAME() {\n return NAME$b;\n }\n\n // Public\n toggle() {\n if (this._isShown()) {\n this.hide();\n } else {\n this.show();\n }\n }\n show() {\n if (this._isTransitioning || this._isShown()) {\n return;\n }\n let activeChildren = [];\n\n // find active children\n if (this._config.parent) {\n activeChildren = this._getFirstLevelChildren(SELECTOR_ACTIVES).filter(element => element !== this._element).map(element => Collapse.getOrCreateInstance(element, {\n toggle: false\n }));\n }\n if (activeChildren.length && activeChildren[0]._isTransitioning) {\n return;\n }\n const startEvent = EventHandler.trigger(this._element, EVENT_SHOW$6);\n if (startEvent.defaultPrevented) {\n return;\n }\n for (const activeInstance of activeChildren) {\n activeInstance.hide();\n }\n const dimension = this._getDimension();\n this._element.classList.remove(CLASS_NAME_COLLAPSE);\n this._element.classList.add(CLASS_NAME_COLLAPSING);\n this._element.style[dimension] = 0;\n this._addAriaAndCollapsedClass(this._triggerArray, true);\n this._isTransitioning = true;\n const complete = () => {\n this._isTransitioning = false;\n this._element.classList.remove(CLASS_NAME_COLLAPSING);\n this._element.classList.add(CLASS_NAME_COLLAPSE, CLASS_NAME_SHOW$7);\n this._element.style[dimension] = '';\n EventHandler.trigger(this._element, EVENT_SHOWN$6);\n };\n const capitalizedDimension = dimension[0].toUpperCase() + dimension.slice(1);\n const scrollSize = `scroll${capitalizedDimension}`;\n this._queueCallback(complete, this._element, true);\n this._element.style[dimension] = `${this._element[scrollSize]}px`;\n }\n hide() {\n if (this._isTransitioning || !this._isShown()) {\n return;\n }\n const startEvent = EventHandler.trigger(this._element, EVENT_HIDE$6);\n if (startEvent.defaultPrevented) {\n return;\n }\n const dimension = this._getDimension();\n this._element.style[dimension] = `${this._element.getBoundingClientRect()[dimension]}px`;\n reflow(this._element);\n this._element.classList.add(CLASS_NAME_COLLAPSING);\n this._element.classList.remove(CLASS_NAME_COLLAPSE, CLASS_NAME_SHOW$7);\n for (const trigger of this._triggerArray) {\n const element = SelectorEngine.getElementFromSelector(trigger);\n if (element && !this._isShown(element)) {\n this._addAriaAndCollapsedClass([trigger], false);\n }\n }\n this._isTransitioning = true;\n const complete = () => {\n this._isTransitioning = false;\n this._element.classList.remove(CLASS_NAME_COLLAPSING);\n this._element.classList.add(CLASS_NAME_COLLAPSE);\n EventHandler.trigger(this._element, EVENT_HIDDEN$6);\n };\n this._element.style[dimension] = '';\n this._queueCallback(complete, this._element, true);\n }\n _isShown(element = this._element) {\n return element.classList.contains(CLASS_NAME_SHOW$7);\n }\n\n // Private\n _configAfterMerge(config) {\n config.toggle = Boolean(config.toggle); // Coerce string values\n config.parent = getElement(config.parent);\n return config;\n }\n _getDimension() {\n return this._element.classList.contains(CLASS_NAME_HORIZONTAL) ? WIDTH : HEIGHT;\n }\n _initializeChildren() {\n if (!this._config.parent) {\n return;\n }\n const children = this._getFirstLevelChildren(SELECTOR_DATA_TOGGLE$4);\n for (const element of children) {\n const selected = SelectorEngine.getElementFromSelector(element);\n if (selected) {\n this._addAriaAndCollapsedClass([element], this._isShown(selected));\n }\n }\n }\n _getFirstLevelChildren(selector) {\n const children = SelectorEngine.find(CLASS_NAME_DEEPER_CHILDREN, this._config.parent);\n // remove children if greater depth\n return SelectorEngine.find(selector, this._config.parent).filter(element => !children.includes(element));\n }\n _addAriaAndCollapsedClass(triggerArray, isOpen) {\n if (!triggerArray.length) {\n return;\n }\n for (const element of triggerArray) {\n element.classList.toggle(CLASS_NAME_COLLAPSED, !isOpen);\n element.setAttribute('aria-expanded', isOpen);\n }\n }\n\n // Static\n static jQueryInterface(config) {\n const _config = {};\n if (typeof config === 'string' && /show|hide/.test(config)) {\n _config.toggle = false;\n }\n return this.each(function () {\n const data = Collapse.getOrCreateInstance(this, _config);\n if (typeof config === 'string') {\n if (typeof data[config] === 'undefined') {\n throw new TypeError(`No method named \"${config}\"`);\n }\n data[config]();\n }\n });\n }\n}\n\n/**\n * Data API implementation\n */\n\nEventHandler.on(document, EVENT_CLICK_DATA_API$4, SELECTOR_DATA_TOGGLE$4, function (event) {\n // preventDefault only for elements (which change the URL) not inside the collapsible element\n if (event.target.tagName === 'A' || event.delegateTarget && event.delegateTarget.tagName === 'A') {\n event.preventDefault();\n }\n for (const element of SelectorEngine.getMultipleElementsFromSelector(this)) {\n Collapse.getOrCreateInstance(element, {\n toggle: false\n }).toggle();\n }\n});\n\n/**\n * jQuery\n */\n\ndefineJQueryPlugin(Collapse);\n\n/**\n * --------------------------------------------------------------------------\n * Bootstrap dropdown.js\n * Licensed under MIT (https://github.com/twbs/bootstrap/blob/main/LICENSE)\n * --------------------------------------------------------------------------\n */\n\n\n/**\n * Constants\n */\n\nconst NAME$a = 'dropdown';\nconst DATA_KEY$6 = 'bs.dropdown';\nconst EVENT_KEY$6 = `.${DATA_KEY$6}`;\nconst DATA_API_KEY$3 = '.data-api';\nconst ESCAPE_KEY$2 = 'Escape';\nconst TAB_KEY$1 = 'Tab';\nconst ARROW_UP_KEY$1 = 'ArrowUp';\nconst ARROW_DOWN_KEY$1 = 'ArrowDown';\nconst RIGHT_MOUSE_BUTTON = 2; // MouseEvent.button value for the secondary button, usually the right button\n\nconst EVENT_HIDE$5 = `hide${EVENT_KEY$6}`;\nconst EVENT_HIDDEN$5 = `hidden${EVENT_KEY$6}`;\nconst EVENT_SHOW$5 = `show${EVENT_KEY$6}`;\nconst EVENT_SHOWN$5 = `shown${EVENT_KEY$6}`;\nconst EVENT_CLICK_DATA_API$3 = `click${EVENT_KEY$6}${DATA_API_KEY$3}`;\nconst EVENT_KEYDOWN_DATA_API = `keydown${EVENT_KEY$6}${DATA_API_KEY$3}`;\nconst EVENT_KEYUP_DATA_API = `keyup${EVENT_KEY$6}${DATA_API_KEY$3}`;\nconst CLASS_NAME_SHOW$6 = 'show';\nconst CLASS_NAME_DROPUP = 'dropup';\nconst CLASS_NAME_DROPEND = 'dropend';\nconst CLASS_NAME_DROPSTART = 'dropstart';\nconst CLASS_NAME_DROPUP_CENTER = 'dropup-center';\nconst CLASS_NAME_DROPDOWN_CENTER = 'dropdown-center';\nconst SELECTOR_DATA_TOGGLE$3 = '[data-bs-toggle=\"dropdown\"]:not(.disabled):not(:disabled)';\nconst SELECTOR_DATA_TOGGLE_SHOWN = `${SELECTOR_DATA_TOGGLE$3}.${CLASS_NAME_SHOW$6}`;\nconst SELECTOR_MENU = '.dropdown-menu';\nconst SELECTOR_NAVBAR = '.navbar';\nconst SELECTOR_NAVBAR_NAV = '.navbar-nav';\nconst SELECTOR_VISIBLE_ITEMS = '.dropdown-menu .dropdown-item:not(.disabled):not(:disabled)';\nconst PLACEMENT_TOP = isRTL() ? 'top-end' : 'top-start';\nconst PLACEMENT_TOPEND = isRTL() ? 'top-start' : 'top-end';\nconst PLACEMENT_BOTTOM = isRTL() ? 'bottom-end' : 'bottom-start';\nconst PLACEMENT_BOTTOMEND = isRTL() ? 'bottom-start' : 'bottom-end';\nconst PLACEMENT_RIGHT = isRTL() ? 'left-start' : 'right-start';\nconst PLACEMENT_LEFT = isRTL() ? 'right-start' : 'left-start';\nconst PLACEMENT_TOPCENTER = 'top';\nconst PLACEMENT_BOTTOMCENTER = 'bottom';\nconst Default$9 = {\n autoClose: true,\n boundary: 'clippingParents',\n display: 'dynamic',\n offset: [0, 2],\n popperConfig: null,\n reference: 'toggle'\n};\nconst DefaultType$9 = {\n autoClose: '(boolean|string)',\n boundary: '(string|element)',\n display: 'string',\n offset: '(array|string|function)',\n popperConfig: '(null|object|function)',\n reference: '(string|element|object)'\n};\n\n/**\n * Class definition\n */\n\nclass Dropdown extends BaseComponent {\n constructor(element, config) {\n super(element, config);\n this._popper = null;\n this._parent = this._element.parentNode; // dropdown wrapper\n // TODO: v6 revert #37011 & change markup https://getbootstrap.com/docs/5.3/forms/input-group/\n this._menu = SelectorEngine.next(this._element, SELECTOR_MENU)[0] || SelectorEngine.prev(this._element, SELECTOR_MENU)[0] || SelectorEngine.findOne(SELECTOR_MENU, this._parent);\n this._inNavbar = this._detectNavbar();\n }\n\n // Getters\n static get Default() {\n return Default$9;\n }\n static get DefaultType() {\n return DefaultType$9;\n }\n static get NAME() {\n return NAME$a;\n }\n\n // Public\n toggle() {\n return this._isShown() ? this.hide() : this.show();\n }\n show() {\n if (isDisabled(this._element) || this._isShown()) {\n return;\n }\n const relatedTarget = {\n relatedTarget: this._element\n };\n const showEvent = EventHandler.trigger(this._element, EVENT_SHOW$5, relatedTarget);\n if (showEvent.defaultPrevented) {\n return;\n }\n this._createPopper();\n\n // If this is a touch-enabled device we add extra\n // empty mouseover listeners to the body's immediate children;\n // only needed because of broken event delegation on iOS\n // https://www.quirksmode.org/blog/archives/2014/02/mouse_event_bub.html\n if ('ontouchstart' in document.documentElement && !this._parent.closest(SELECTOR_NAVBAR_NAV)) {\n for (const element of [].concat(...document.body.children)) {\n EventHandler.on(element, 'mouseover', noop);\n }\n }\n this._element.focus();\n this._element.setAttribute('aria-expanded', true);\n this._menu.classList.add(CLASS_NAME_SHOW$6);\n this._element.classList.add(CLASS_NAME_SHOW$6);\n EventHandler.trigger(this._element, EVENT_SHOWN$5, relatedTarget);\n }\n hide() {\n if (isDisabled(this._element) || !this._isShown()) {\n return;\n }\n const relatedTarget = {\n relatedTarget: this._element\n };\n this._completeHide(relatedTarget);\n }\n dispose() {\n if (this._popper) {\n this._popper.destroy();\n }\n super.dispose();\n }\n update() {\n this._inNavbar = this._detectNavbar();\n if (this._popper) {\n this._popper.update();\n }\n }\n\n // Private\n _completeHide(relatedTarget) {\n const hideEvent = EventHandler.trigger(this._element, EVENT_HIDE$5, relatedTarget);\n if (hideEvent.defaultPrevented) {\n return;\n }\n\n // If this is a touch-enabled device we remove the extra\n // empty mouseover listeners we added for iOS support\n if ('ontouchstart' in document.documentElement) {\n for (const element of [].concat(...document.body.children)) {\n EventHandler.off(element, 'mouseover', noop);\n }\n }\n if (this._popper) {\n this._popper.destroy();\n }\n this._menu.classList.remove(CLASS_NAME_SHOW$6);\n this._element.classList.remove(CLASS_NAME_SHOW$6);\n this._element.setAttribute('aria-expanded', 'false');\n Manipulator.removeDataAttribute(this._menu, 'popper');\n EventHandler.trigger(this._element, EVENT_HIDDEN$5, relatedTarget);\n }\n _getConfig(config) {\n config = super._getConfig(config);\n if (typeof config.reference === 'object' && !isElement(config.reference) && typeof config.reference.getBoundingClientRect !== 'function') {\n // Popper virtual elements require a getBoundingClientRect method\n throw new TypeError(`${NAME$a.toUpperCase()}: Option \"reference\" provided type \"object\" without a required \"getBoundingClientRect\" method.`);\n }\n return config;\n }\n _createPopper() {\n if (typeof Popper === 'undefined') {\n throw new TypeError('Bootstrap\\'s dropdowns require Popper (https://popper.js.org)');\n }\n let referenceElement = this._element;\n if (this._config.reference === 'parent') {\n referenceElement = this._parent;\n } else if (isElement(this._config.reference)) {\n referenceElement = getElement(this._config.reference);\n } else if (typeof this._config.reference === 'object') {\n referenceElement = this._config.reference;\n }\n const popperConfig = this._getPopperConfig();\n this._popper = Popper.createPopper(referenceElement, this._menu, popperConfig);\n }\n _isShown() {\n return this._menu.classList.contains(CLASS_NAME_SHOW$6);\n }\n _getPlacement() {\n const parentDropdown = this._parent;\n if (parentDropdown.classList.contains(CLASS_NAME_DROPEND)) {\n return PLACEMENT_RIGHT;\n }\n if (parentDropdown.classList.contains(CLASS_NAME_DROPSTART)) {\n return PLACEMENT_LEFT;\n }\n if (parentDropdown.classList.contains(CLASS_NAME_DROPUP_CENTER)) {\n return PLACEMENT_TOPCENTER;\n }\n if (parentDropdown.classList.contains(CLASS_NAME_DROPDOWN_CENTER)) {\n return PLACEMENT_BOTTOMCENTER;\n }\n\n // We need to trim the value because custom properties can also include spaces\n const isEnd = getComputedStyle(this._menu).getPropertyValue('--bs-position').trim() === 'end';\n if (parentDropdown.classList.contains(CLASS_NAME_DROPUP)) {\n return isEnd ? PLACEMENT_TOPEND : PLACEMENT_TOP;\n }\n return isEnd ? PLACEMENT_BOTTOMEND : PLACEMENT_BOTTOM;\n }\n _detectNavbar() {\n return this._element.closest(SELECTOR_NAVBAR) !== null;\n }\n _getOffset() {\n const {\n offset\n } = this._config;\n if (typeof offset === 'string') {\n return offset.split(',').map(value => Number.parseInt(value, 10));\n }\n if (typeof offset === 'function') {\n return popperData => offset(popperData, this._element);\n }\n return offset;\n }\n _getPopperConfig() {\n const defaultBsPopperConfig = {\n placement: this._getPlacement(),\n modifiers: [{\n name: 'preventOverflow',\n options: {\n boundary: this._config.boundary\n }\n }, {\n name: 'offset',\n options: {\n offset: this._getOffset()\n }\n }]\n };\n\n // Disable Popper if we have a static display or Dropdown is in Navbar\n if (this._inNavbar || this._config.display === 'static') {\n Manipulator.setDataAttribute(this._menu, 'popper', 'static'); // TODO: v6 remove\n defaultBsPopperConfig.modifiers = [{\n name: 'applyStyles',\n enabled: false\n }];\n }\n return {\n ...defaultBsPopperConfig,\n ...execute(this._config.popperConfig, [defaultBsPopperConfig])\n };\n }\n _selectMenuItem({\n key,\n target\n }) {\n const items = SelectorEngine.find(SELECTOR_VISIBLE_ITEMS, this._menu).filter(element => isVisible(element));\n if (!items.length) {\n return;\n }\n\n // if target isn't included in items (e.g. when expanding the dropdown)\n // allow cycling to get the last item in case key equals ARROW_UP_KEY\n getNextActiveElement(items, target, key === ARROW_DOWN_KEY$1, !items.includes(target)).focus();\n }\n\n // Static\n static jQueryInterface(config) {\n return this.each(function () {\n const data = Dropdown.getOrCreateInstance(this, config);\n if (typeof config !== 'string') {\n return;\n }\n if (typeof data[config] === 'undefined') {\n throw new TypeError(`No method named \"${config}\"`);\n }\n data[config]();\n });\n }\n static clearMenus(event) {\n if (event.button === RIGHT_MOUSE_BUTTON || event.type === 'keyup' && event.key !== TAB_KEY$1) {\n return;\n }\n const openToggles = SelectorEngine.find(SELECTOR_DATA_TOGGLE_SHOWN);\n for (const toggle of openToggles) {\n const context = Dropdown.getInstance(toggle);\n if (!context || context._config.autoClose === false) {\n continue;\n }\n const composedPath = event.composedPath();\n const isMenuTarget = composedPath.includes(context._menu);\n if (composedPath.includes(context._element) || context._config.autoClose === 'inside' && !isMenuTarget || context._config.autoClose === 'outside' && isMenuTarget) {\n continue;\n }\n\n // Tab navigation through the dropdown menu or events from contained inputs shouldn't close the menu\n if (context._menu.contains(event.target) && (event.type === 'keyup' && event.key === TAB_KEY$1 || /input|select|option|textarea|form/i.test(event.target.tagName))) {\n continue;\n }\n const relatedTarget = {\n relatedTarget: context._element\n };\n if (event.type === 'click') {\n relatedTarget.clickEvent = event;\n }\n context._completeHide(relatedTarget);\n }\n }\n static dataApiKeydownHandler(event) {\n // If not an UP | DOWN | ESCAPE key => not a dropdown command\n // If input/textarea && if key is other than ESCAPE => not a dropdown command\n\n const isInput = /input|textarea/i.test(event.target.tagName);\n const isEscapeEvent = event.key === ESCAPE_KEY$2;\n const isUpOrDownEvent = [ARROW_UP_KEY$1, ARROW_DOWN_KEY$1].includes(event.key);\n if (!isUpOrDownEvent && !isEscapeEvent) {\n return;\n }\n if (isInput && !isEscapeEvent) {\n return;\n }\n event.preventDefault();\n\n // TODO: v6 revert #37011 & change markup https://getbootstrap.com/docs/5.3/forms/input-group/\n const getToggleButton = this.matches(SELECTOR_DATA_TOGGLE$3) ? this : SelectorEngine.prev(this, SELECTOR_DATA_TOGGLE$3)[0] || SelectorEngine.next(this, SELECTOR_DATA_TOGGLE$3)[0] || SelectorEngine.findOne(SELECTOR_DATA_TOGGLE$3, event.delegateTarget.parentNode);\n const instance = Dropdown.getOrCreateInstance(getToggleButton);\n if (isUpOrDownEvent) {\n event.stopPropagation();\n instance.show();\n instance._selectMenuItem(event);\n return;\n }\n if (instance._isShown()) {\n // else is escape and we check if it is shown\n event.stopPropagation();\n instance.hide();\n getToggleButton.focus();\n }\n }\n}\n\n/**\n * Data API implementation\n */\n\nEventHandler.on(document, EVENT_KEYDOWN_DATA_API, SELECTOR_DATA_TOGGLE$3, Dropdown.dataApiKeydownHandler);\nEventHandler.on(document, EVENT_KEYDOWN_DATA_API, SELECTOR_MENU, Dropdown.dataApiKeydownHandler);\nEventHandler.on(document, EVENT_CLICK_DATA_API$3, Dropdown.clearMenus);\nEventHandler.on(document, EVENT_KEYUP_DATA_API, Dropdown.clearMenus);\nEventHandler.on(document, EVENT_CLICK_DATA_API$3, SELECTOR_DATA_TOGGLE$3, function (event) {\n event.preventDefault();\n Dropdown.getOrCreateInstance(this).toggle();\n});\n\n/**\n * jQuery\n */\n\ndefineJQueryPlugin(Dropdown);\n\n/**\n * --------------------------------------------------------------------------\n * Bootstrap util/backdrop.js\n * Licensed under MIT (https://github.com/twbs/bootstrap/blob/main/LICENSE)\n * --------------------------------------------------------------------------\n */\n\n\n/**\n * Constants\n */\n\nconst NAME$9 = 'backdrop';\nconst CLASS_NAME_FADE$4 = 'fade';\nconst CLASS_NAME_SHOW$5 = 'show';\nconst EVENT_MOUSEDOWN = `mousedown.bs.${NAME$9}`;\nconst Default$8 = {\n className: 'modal-backdrop',\n clickCallback: null,\n isAnimated: false,\n isVisible: true,\n // if false, we use the backdrop helper without adding any element to the dom\n rootElement: 'body' // give the choice to place backdrop under different elements\n};\nconst DefaultType$8 = {\n className: 'string',\n clickCallback: '(function|null)',\n isAnimated: 'boolean',\n isVisible: 'boolean',\n rootElement: '(element|string)'\n};\n\n/**\n * Class definition\n */\n\nclass Backdrop extends Config {\n constructor(config) {\n super();\n this._config = this._getConfig(config);\n this._isAppended = false;\n this._element = null;\n }\n\n // Getters\n static get Default() {\n return Default$8;\n }\n static get DefaultType() {\n return DefaultType$8;\n }\n static get NAME() {\n return NAME$9;\n }\n\n // Public\n show(callback) {\n if (!this._config.isVisible) {\n execute(callback);\n return;\n }\n this._append();\n const element = this._getElement();\n if (this._config.isAnimated) {\n reflow(element);\n }\n element.classList.add(CLASS_NAME_SHOW$5);\n this._emulateAnimation(() => {\n execute(callback);\n });\n }\n hide(callback) {\n if (!this._config.isVisible) {\n execute(callback);\n return;\n }\n this._getElement().classList.remove(CLASS_NAME_SHOW$5);\n this._emulateAnimation(() => {\n this.dispose();\n execute(callback);\n });\n }\n dispose() {\n if (!this._isAppended) {\n return;\n }\n EventHandler.off(this._element, EVENT_MOUSEDOWN);\n this._element.remove();\n this._isAppended = false;\n }\n\n // Private\n _getElement() {\n if (!this._element) {\n const backdrop = document.createElement('div');\n backdrop.className = this._config.className;\n if (this._config.isAnimated) {\n backdrop.classList.add(CLASS_NAME_FADE$4);\n }\n this._element = backdrop;\n }\n return this._element;\n }\n _configAfterMerge(config) {\n // use getElement() with the default \"body\" to get a fresh Element on each instantiation\n config.rootElement = getElement(config.rootElement);\n return config;\n }\n _append() {\n if (this._isAppended) {\n return;\n }\n const element = this._getElement();\n this._config.rootElement.append(element);\n EventHandler.on(element, EVENT_MOUSEDOWN, () => {\n execute(this._config.clickCallback);\n });\n this._isAppended = true;\n }\n _emulateAnimation(callback) {\n executeAfterTransition(callback, this._getElement(), this._config.isAnimated);\n }\n}\n\n/**\n * --------------------------------------------------------------------------\n * Bootstrap util/focustrap.js\n * Licensed under MIT (https://github.com/twbs/bootstrap/blob/main/LICENSE)\n * --------------------------------------------------------------------------\n */\n\n\n/**\n * Constants\n */\n\nconst NAME$8 = 'focustrap';\nconst DATA_KEY$5 = 'bs.focustrap';\nconst EVENT_KEY$5 = `.${DATA_KEY$5}`;\nconst EVENT_FOCUSIN$2 = `focusin${EVENT_KEY$5}`;\nconst EVENT_KEYDOWN_TAB = `keydown.tab${EVENT_KEY$5}`;\nconst TAB_KEY = 'Tab';\nconst TAB_NAV_FORWARD = 'forward';\nconst TAB_NAV_BACKWARD = 'backward';\nconst Default$7 = {\n autofocus: true,\n trapElement: null // The element to trap focus inside of\n};\nconst DefaultType$7 = {\n autofocus: 'boolean',\n trapElement: 'element'\n};\n\n/**\n * Class definition\n */\n\nclass FocusTrap extends Config {\n constructor(config) {\n super();\n this._config = this._getConfig(config);\n this._isActive = false;\n this._lastTabNavDirection = null;\n }\n\n // Getters\n static get Default() {\n return Default$7;\n }\n static get DefaultType() {\n return DefaultType$7;\n }\n static get NAME() {\n return NAME$8;\n }\n\n // Public\n activate() {\n if (this._isActive) {\n return;\n }\n if (this._config.autofocus) {\n this._config.trapElement.focus();\n }\n EventHandler.off(document, EVENT_KEY$5); // guard against infinite focus loop\n EventHandler.on(document, EVENT_FOCUSIN$2, event => this._handleFocusin(event));\n EventHandler.on(document, EVENT_KEYDOWN_TAB, event => this._handleKeydown(event));\n this._isActive = true;\n }\n deactivate() {\n if (!this._isActive) {\n return;\n }\n this._isActive = false;\n EventHandler.off(document, EVENT_KEY$5);\n }\n\n // Private\n _handleFocusin(event) {\n const {\n trapElement\n } = this._config;\n if (event.target === document || event.target === trapElement || trapElement.contains(event.target)) {\n return;\n }\n const elements = SelectorEngine.focusableChildren(trapElement);\n if (elements.length === 0) {\n trapElement.focus();\n } else if (this._lastTabNavDirection === TAB_NAV_BACKWARD) {\n elements[elements.length - 1].focus();\n } else {\n elements[0].focus();\n }\n }\n _handleKeydown(event) {\n if (event.key !== TAB_KEY) {\n return;\n }\n this._lastTabNavDirection = event.shiftKey ? TAB_NAV_BACKWARD : TAB_NAV_FORWARD;\n }\n}\n\n/**\n * --------------------------------------------------------------------------\n * Bootstrap util/scrollBar.js\n * Licensed under MIT (https://github.com/twbs/bootstrap/blob/main/LICENSE)\n * --------------------------------------------------------------------------\n */\n\n\n/**\n * Constants\n */\n\nconst SELECTOR_FIXED_CONTENT = '.fixed-top, .fixed-bottom, .is-fixed, .sticky-top';\nconst SELECTOR_STICKY_CONTENT = '.sticky-top';\nconst PROPERTY_PADDING = 'padding-right';\nconst PROPERTY_MARGIN = 'margin-right';\n\n/**\n * Class definition\n */\n\nclass ScrollBarHelper {\n constructor() {\n this._element = document.body;\n }\n\n // Public\n getWidth() {\n // https://developer.mozilla.org/en-US/docs/Web/API/Window/innerWidth#usage_notes\n const documentWidth = document.documentElement.clientWidth;\n return Math.abs(window.innerWidth - documentWidth);\n }\n hide() {\n const width = this.getWidth();\n this._disableOverFlow();\n // give padding to element to balance the hidden scrollbar width\n this._setElementAttributes(this._element, PROPERTY_PADDING, calculatedValue => calculatedValue + width);\n // trick: We adjust positive paddingRight and negative marginRight to sticky-top elements to keep showing fullwidth\n this._setElementAttributes(SELECTOR_FIXED_CONTENT, PROPERTY_PADDING, calculatedValue => calculatedValue + width);\n this._setElementAttributes(SELECTOR_STICKY_CONTENT, PROPERTY_MARGIN, calculatedValue => calculatedValue - width);\n }\n reset() {\n this._resetElementAttributes(this._element, 'overflow');\n this._resetElementAttributes(this._element, PROPERTY_PADDING);\n this._resetElementAttributes(SELECTOR_FIXED_CONTENT, PROPERTY_PADDING);\n this._resetElementAttributes(SELECTOR_STICKY_CONTENT, PROPERTY_MARGIN);\n }\n isOverflowing() {\n return this.getWidth() > 0;\n }\n\n // Private\n _disableOverFlow() {\n this._saveInitialAttribute(this._element, 'overflow');\n this._element.style.overflow = 'hidden';\n }\n _setElementAttributes(selector, styleProperty, callback) {\n const scrollbarWidth = this.getWidth();\n const manipulationCallBack = element => {\n if (element !== this._element && window.innerWidth > element.clientWidth + scrollbarWidth) {\n return;\n }\n this._saveInitialAttribute(element, styleProperty);\n const calculatedValue = window.getComputedStyle(element).getPropertyValue(styleProperty);\n element.style.setProperty(styleProperty, `${callback(Number.parseFloat(calculatedValue))}px`);\n };\n this._applyManipulationCallback(selector, manipulationCallBack);\n }\n _saveInitialAttribute(element, styleProperty) {\n const actualValue = element.style.getPropertyValue(styleProperty);\n if (actualValue) {\n Manipulator.setDataAttribute(element, styleProperty, actualValue);\n }\n }\n _resetElementAttributes(selector, styleProperty) {\n const manipulationCallBack = element => {\n const value = Manipulator.getDataAttribute(element, styleProperty);\n // We only want to remove the property if the value is `null`; the value can also be zero\n if (value === null) {\n element.style.removeProperty(styleProperty);\n return;\n }\n Manipulator.removeDataAttribute(element, styleProperty);\n element.style.setProperty(styleProperty, value);\n };\n this._applyManipulationCallback(selector, manipulationCallBack);\n }\n _applyManipulationCallback(selector, callBack) {\n if (isElement(selector)) {\n callBack(selector);\n return;\n }\n for (const sel of SelectorEngine.find(selector, this._element)) {\n callBack(sel);\n }\n }\n}\n\n/**\n * --------------------------------------------------------------------------\n * Bootstrap modal.js\n * Licensed under MIT (https://github.com/twbs/bootstrap/blob/main/LICENSE)\n * --------------------------------------------------------------------------\n */\n\n\n/**\n * Constants\n */\n\nconst NAME$7 = 'modal';\nconst DATA_KEY$4 = 'bs.modal';\nconst EVENT_KEY$4 = `.${DATA_KEY$4}`;\nconst DATA_API_KEY$2 = '.data-api';\nconst ESCAPE_KEY$1 = 'Escape';\nconst EVENT_HIDE$4 = `hide${EVENT_KEY$4}`;\nconst EVENT_HIDE_PREVENTED$1 = `hidePrevented${EVENT_KEY$4}`;\nconst EVENT_HIDDEN$4 = `hidden${EVENT_KEY$4}`;\nconst EVENT_SHOW$4 = `show${EVENT_KEY$4}`;\nconst EVENT_SHOWN$4 = `shown${EVENT_KEY$4}`;\nconst EVENT_RESIZE$1 = `resize${EVENT_KEY$4}`;\nconst EVENT_CLICK_DISMISS = `click.dismiss${EVENT_KEY$4}`;\nconst EVENT_MOUSEDOWN_DISMISS = `mousedown.dismiss${EVENT_KEY$4}`;\nconst EVENT_KEYDOWN_DISMISS$1 = `keydown.dismiss${EVENT_KEY$4}`;\nconst EVENT_CLICK_DATA_API$2 = `click${EVENT_KEY$4}${DATA_API_KEY$2}`;\nconst CLASS_NAME_OPEN = 'modal-open';\nconst CLASS_NAME_FADE$3 = 'fade';\nconst CLASS_NAME_SHOW$4 = 'show';\nconst CLASS_NAME_STATIC = 'modal-static';\nconst OPEN_SELECTOR$1 = '.modal.show';\nconst SELECTOR_DIALOG = '.modal-dialog';\nconst SELECTOR_MODAL_BODY = '.modal-body';\nconst SELECTOR_DATA_TOGGLE$2 = '[data-bs-toggle=\"modal\"]';\nconst Default$6 = {\n backdrop: true,\n focus: true,\n keyboard: true\n};\nconst DefaultType$6 = {\n backdrop: '(boolean|string)',\n focus: 'boolean',\n keyboard: 'boolean'\n};\n\n/**\n * Class definition\n */\n\nclass Modal extends BaseComponent {\n constructor(element, config) {\n super(element, config);\n this._dialog = SelectorEngine.findOne(SELECTOR_DIALOG, this._element);\n this._backdrop = this._initializeBackDrop();\n this._focustrap = this._initializeFocusTrap();\n this._isShown = false;\n this._isTransitioning = false;\n this._scrollBar = new ScrollBarHelper();\n this._addEventListeners();\n }\n\n // Getters\n static get Default() {\n return Default$6;\n }\n static get DefaultType() {\n return DefaultType$6;\n }\n static get NAME() {\n return NAME$7;\n }\n\n // Public\n toggle(relatedTarget) {\n return this._isShown ? this.hide() : this.show(relatedTarget);\n }\n show(relatedTarget) {\n if (this._isShown || this._isTransitioning) {\n return;\n }\n const showEvent = EventHandler.trigger(this._element, EVENT_SHOW$4, {\n relatedTarget\n });\n if (showEvent.defaultPrevented) {\n return;\n }\n this._isShown = true;\n this._isTransitioning = true;\n this._scrollBar.hide();\n document.body.classList.add(CLASS_NAME_OPEN);\n this._adjustDialog();\n this._backdrop.show(() => this._showElement(relatedTarget));\n }\n hide() {\n if (!this._isShown || this._isTransitioning) {\n return;\n }\n const hideEvent = EventHandler.trigger(this._element, EVENT_HIDE$4);\n if (hideEvent.defaultPrevented) {\n return;\n }\n this._isShown = false;\n this._isTransitioning = true;\n this._focustrap.deactivate();\n this._element.classList.remove(CLASS_NAME_SHOW$4);\n this._queueCallback(() => this._hideModal(), this._element, this._isAnimated());\n }\n dispose() {\n EventHandler.off(window, EVENT_KEY$4);\n EventHandler.off(this._dialog, EVENT_KEY$4);\n this._backdrop.dispose();\n this._focustrap.deactivate();\n super.dispose();\n }\n handleUpdate() {\n this._adjustDialog();\n }\n\n // Private\n _initializeBackDrop() {\n return new Backdrop({\n isVisible: Boolean(this._config.backdrop),\n // 'static' option will be translated to true, and booleans will keep their value,\n isAnimated: this._isAnimated()\n });\n }\n _initializeFocusTrap() {\n return new FocusTrap({\n trapElement: this._element\n });\n }\n _showElement(relatedTarget) {\n // try to append dynamic modal\n if (!document.body.contains(this._element)) {\n document.body.append(this._element);\n }\n this._element.style.display = 'block';\n this._element.removeAttribute('aria-hidden');\n this._element.setAttribute('aria-modal', true);\n this._element.setAttribute('role', 'dialog');\n this._element.scrollTop = 0;\n const modalBody = SelectorEngine.findOne(SELECTOR_MODAL_BODY, this._dialog);\n if (modalBody) {\n modalBody.scrollTop = 0;\n }\n reflow(this._element);\n this._element.classList.add(CLASS_NAME_SHOW$4);\n const transitionComplete = () => {\n if (this._config.focus) {\n this._focustrap.activate();\n }\n this._isTransitioning = false;\n EventHandler.trigger(this._element, EVENT_SHOWN$4, {\n relatedTarget\n });\n };\n this._queueCallback(transitionComplete, this._dialog, this._isAnimated());\n }\n _addEventListeners() {\n EventHandler.on(this._element, EVENT_KEYDOWN_DISMISS$1, event => {\n if (event.key !== ESCAPE_KEY$1) {\n return;\n }\n if (this._config.keyboard) {\n this.hide();\n return;\n }\n this._triggerBackdropTransition();\n });\n EventHandler.on(window, EVENT_RESIZE$1, () => {\n if (this._isShown && !this._isTransitioning) {\n this._adjustDialog();\n }\n });\n EventHandler.on(this._element, EVENT_MOUSEDOWN_DISMISS, event => {\n // a bad trick to segregate clicks that may start inside dialog but end outside, and avoid listen to scrollbar clicks\n EventHandler.one(this._element, EVENT_CLICK_DISMISS, event2 => {\n if (this._element !== event.target || this._element !== event2.target) {\n return;\n }\n if (this._config.backdrop === 'static') {\n this._triggerBackdropTransition();\n return;\n }\n if (this._config.backdrop) {\n this.hide();\n }\n });\n });\n }\n _hideModal() {\n this._element.style.display = 'none';\n this._element.setAttribute('aria-hidden', true);\n this._element.removeAttribute('aria-modal');\n this._element.removeAttribute('role');\n this._isTransitioning = false;\n this._backdrop.hide(() => {\n document.body.classList.remove(CLASS_NAME_OPEN);\n this._resetAdjustments();\n this._scrollBar.reset();\n EventHandler.trigger(this._element, EVENT_HIDDEN$4);\n });\n }\n _isAnimated() {\n return this._element.classList.contains(CLASS_NAME_FADE$3);\n }\n _triggerBackdropTransition() {\n const hideEvent = EventHandler.trigger(this._element, EVENT_HIDE_PREVENTED$1);\n if (hideEvent.defaultPrevented) {\n return;\n }\n const isModalOverflowing = this._element.scrollHeight > document.documentElement.clientHeight;\n const initialOverflowY = this._element.style.overflowY;\n // return if the following background transition hasn't yet completed\n if (initialOverflowY === 'hidden' || this._element.classList.contains(CLASS_NAME_STATIC)) {\n return;\n }\n if (!isModalOverflowing) {\n this._element.style.overflowY = 'hidden';\n }\n this._element.classList.add(CLASS_NAME_STATIC);\n this._queueCallback(() => {\n this._element.classList.remove(CLASS_NAME_STATIC);\n this._queueCallback(() => {\n this._element.style.overflowY = initialOverflowY;\n }, this._dialog);\n }, this._dialog);\n this._element.focus();\n }\n\n /**\n * The following methods are used to handle overflowing modals\n */\n\n _adjustDialog() {\n const isModalOverflowing = this._element.scrollHeight > document.documentElement.clientHeight;\n const scrollbarWidth = this._scrollBar.getWidth();\n const isBodyOverflowing = scrollbarWidth > 0;\n if (isBodyOverflowing && !isModalOverflowing) {\n const property = isRTL() ? 'paddingLeft' : 'paddingRight';\n this._element.style[property] = `${scrollbarWidth}px`;\n }\n if (!isBodyOverflowing && isModalOverflowing) {\n const property = isRTL() ? 'paddingRight' : 'paddingLeft';\n this._element.style[property] = `${scrollbarWidth}px`;\n }\n }\n _resetAdjustments() {\n this._element.style.paddingLeft = '';\n this._element.style.paddingRight = '';\n }\n\n // Static\n static jQueryInterface(config, relatedTarget) {\n return this.each(function () {\n const data = Modal.getOrCreateInstance(this, config);\n if (typeof config !== 'string') {\n return;\n }\n if (typeof data[config] === 'undefined') {\n throw new TypeError(`No method named \"${config}\"`);\n }\n data[config](relatedTarget);\n });\n }\n}\n\n/**\n * Data API implementation\n */\n\nEventHandler.on(document, EVENT_CLICK_DATA_API$2, SELECTOR_DATA_TOGGLE$2, function (event) {\n const target = SelectorEngine.getElementFromSelector(this);\n if (['A', 'AREA'].includes(this.tagName)) {\n event.preventDefault();\n }\n EventHandler.one(target, EVENT_SHOW$4, showEvent => {\n if (showEvent.defaultPrevented) {\n // only register focus restorer if modal will actually get shown\n return;\n }\n EventHandler.one(target, EVENT_HIDDEN$4, () => {\n if (isVisible(this)) {\n this.focus();\n }\n });\n });\n\n // avoid conflict when clicking modal toggler while another one is open\n const alreadyOpen = SelectorEngine.findOne(OPEN_SELECTOR$1);\n if (alreadyOpen) {\n Modal.getInstance(alreadyOpen).hide();\n }\n const data = Modal.getOrCreateInstance(target);\n data.toggle(this);\n});\nenableDismissTrigger(Modal);\n\n/**\n * jQuery\n */\n\ndefineJQueryPlugin(Modal);\n\n/**\n * --------------------------------------------------------------------------\n * Bootstrap offcanvas.js\n * Licensed under MIT (https://github.com/twbs/bootstrap/blob/main/LICENSE)\n * --------------------------------------------------------------------------\n */\n\n\n/**\n * Constants\n */\n\nconst NAME$6 = 'offcanvas';\nconst DATA_KEY$3 = 'bs.offcanvas';\nconst EVENT_KEY$3 = `.${DATA_KEY$3}`;\nconst DATA_API_KEY$1 = '.data-api';\nconst EVENT_LOAD_DATA_API$2 = `load${EVENT_KEY$3}${DATA_API_KEY$1}`;\nconst ESCAPE_KEY = 'Escape';\nconst CLASS_NAME_SHOW$3 = 'show';\nconst CLASS_NAME_SHOWING$1 = 'showing';\nconst CLASS_NAME_HIDING = 'hiding';\nconst CLASS_NAME_BACKDROP = 'offcanvas-backdrop';\nconst OPEN_SELECTOR = '.offcanvas.show';\nconst EVENT_SHOW$3 = `show${EVENT_KEY$3}`;\nconst EVENT_SHOWN$3 = `shown${EVENT_KEY$3}`;\nconst EVENT_HIDE$3 = `hide${EVENT_KEY$3}`;\nconst EVENT_HIDE_PREVENTED = `hidePrevented${EVENT_KEY$3}`;\nconst EVENT_HIDDEN$3 = `hidden${EVENT_KEY$3}`;\nconst EVENT_RESIZE = `resize${EVENT_KEY$3}`;\nconst EVENT_CLICK_DATA_API$1 = `click${EVENT_KEY$3}${DATA_API_KEY$1}`;\nconst EVENT_KEYDOWN_DISMISS = `keydown.dismiss${EVENT_KEY$3}`;\nconst SELECTOR_DATA_TOGGLE$1 = '[data-bs-toggle=\"offcanvas\"]';\nconst Default$5 = {\n backdrop: true,\n keyboard: true,\n scroll: false\n};\nconst DefaultType$5 = {\n backdrop: '(boolean|string)',\n keyboard: 'boolean',\n scroll: 'boolean'\n};\n\n/**\n * Class definition\n */\n\nclass Offcanvas extends BaseComponent {\n constructor(element, config) {\n super(element, config);\n this._isShown = false;\n this._backdrop = this._initializeBackDrop();\n this._focustrap = this._initializeFocusTrap();\n this._addEventListeners();\n }\n\n // Getters\n static get Default() {\n return Default$5;\n }\n static get DefaultType() {\n return DefaultType$5;\n }\n static get NAME() {\n return NAME$6;\n }\n\n // Public\n toggle(relatedTarget) {\n return this._isShown ? this.hide() : this.show(relatedTarget);\n }\n show(relatedTarget) {\n if (this._isShown) {\n return;\n }\n const showEvent = EventHandler.trigger(this._element, EVENT_SHOW$3, {\n relatedTarget\n });\n if (showEvent.defaultPrevented) {\n return;\n }\n this._isShown = true;\n this._backdrop.show();\n if (!this._config.scroll) {\n new ScrollBarHelper().hide();\n }\n this._element.setAttribute('aria-modal', true);\n this._element.setAttribute('role', 'dialog');\n this._element.classList.add(CLASS_NAME_SHOWING$1);\n const completeCallBack = () => {\n if (!this._config.scroll || this._config.backdrop) {\n this._focustrap.activate();\n }\n this._element.classList.add(CLASS_NAME_SHOW$3);\n this._element.classList.remove(CLASS_NAME_SHOWING$1);\n EventHandler.trigger(this._element, EVENT_SHOWN$3, {\n relatedTarget\n });\n };\n this._queueCallback(completeCallBack, this._element, true);\n }\n hide() {\n if (!this._isShown) {\n return;\n }\n const hideEvent = EventHandler.trigger(this._element, EVENT_HIDE$3);\n if (hideEvent.defaultPrevented) {\n return;\n }\n this._focustrap.deactivate();\n this._element.blur();\n this._isShown = false;\n this._element.classList.add(CLASS_NAME_HIDING);\n this._backdrop.hide();\n const completeCallback = () => {\n this._element.classList.remove(CLASS_NAME_SHOW$3, CLASS_NAME_HIDING);\n this._element.removeAttribute('aria-modal');\n this._element.removeAttribute('role');\n if (!this._config.scroll) {\n new ScrollBarHelper().reset();\n }\n EventHandler.trigger(this._element, EVENT_HIDDEN$3);\n };\n this._queueCallback(completeCallback, this._element, true);\n }\n dispose() {\n this._backdrop.dispose();\n this._focustrap.deactivate();\n super.dispose();\n }\n\n // Private\n _initializeBackDrop() {\n const clickCallback = () => {\n if (this._config.backdrop === 'static') {\n EventHandler.trigger(this._element, EVENT_HIDE_PREVENTED);\n return;\n }\n this.hide();\n };\n\n // 'static' option will be translated to true, and booleans will keep their value\n const isVisible = Boolean(this._config.backdrop);\n return new Backdrop({\n className: CLASS_NAME_BACKDROP,\n isVisible,\n isAnimated: true,\n rootElement: this._element.parentNode,\n clickCallback: isVisible ? clickCallback : null\n });\n }\n _initializeFocusTrap() {\n return new FocusTrap({\n trapElement: this._element\n });\n }\n _addEventListeners() {\n EventHandler.on(this._element, EVENT_KEYDOWN_DISMISS, event => {\n if (event.key !== ESCAPE_KEY) {\n return;\n }\n if (this._config.keyboard) {\n this.hide();\n return;\n }\n EventHandler.trigger(this._element, EVENT_HIDE_PREVENTED);\n });\n }\n\n // Static\n static jQueryInterface(config) {\n return this.each(function () {\n const data = Offcanvas.getOrCreateInstance(this, config);\n if (typeof config !== 'string') {\n return;\n }\n if (data[config] === undefined || config.startsWith('_') || config === 'constructor') {\n throw new TypeError(`No method named \"${config}\"`);\n }\n data[config](this);\n });\n }\n}\n\n/**\n * Data API implementation\n */\n\nEventHandler.on(document, EVENT_CLICK_DATA_API$1, SELECTOR_DATA_TOGGLE$1, function (event) {\n const target = SelectorEngine.getElementFromSelector(this);\n if (['A', 'AREA'].includes(this.tagName)) {\n event.preventDefault();\n }\n if (isDisabled(this)) {\n return;\n }\n EventHandler.one(target, EVENT_HIDDEN$3, () => {\n // focus on trigger when it is closed\n if (isVisible(this)) {\n this.focus();\n }\n });\n\n // avoid conflict when clicking a toggler of an offcanvas, while another is open\n const alreadyOpen = SelectorEngine.findOne(OPEN_SELECTOR);\n if (alreadyOpen && alreadyOpen !== target) {\n Offcanvas.getInstance(alreadyOpen).hide();\n }\n const data = Offcanvas.getOrCreateInstance(target);\n data.toggle(this);\n});\nEventHandler.on(window, EVENT_LOAD_DATA_API$2, () => {\n for (const selector of SelectorEngine.find(OPEN_SELECTOR)) {\n Offcanvas.getOrCreateInstance(selector).show();\n }\n});\nEventHandler.on(window, EVENT_RESIZE, () => {\n for (const element of SelectorEngine.find('[aria-modal][class*=show][class*=offcanvas-]')) {\n if (getComputedStyle(element).position !== 'fixed') {\n Offcanvas.getOrCreateInstance(element).hide();\n }\n }\n});\nenableDismissTrigger(Offcanvas);\n\n/**\n * jQuery\n */\n\ndefineJQueryPlugin(Offcanvas);\n\n/**\n * --------------------------------------------------------------------------\n * Bootstrap util/sanitizer.js\n * Licensed under MIT (https://github.com/twbs/bootstrap/blob/main/LICENSE)\n * --------------------------------------------------------------------------\n */\n\n// js-docs-start allow-list\nconst ARIA_ATTRIBUTE_PATTERN = /^aria-[\\w-]*$/i;\nconst DefaultAllowlist = {\n // Global attributes allowed on any supplied element below.\n '*': ['class', 'dir', 'id', 'lang', 'role', ARIA_ATTRIBUTE_PATTERN],\n a: ['target', 'href', 'title', 'rel'],\n area: [],\n b: [],\n br: [],\n col: [],\n code: [],\n dd: [],\n div: [],\n dl: [],\n dt: [],\n em: [],\n hr: [],\n h1: [],\n h2: [],\n h3: [],\n h4: [],\n h5: [],\n h6: [],\n i: [],\n img: ['src', 'srcset', 'alt', 'title', 'width', 'height'],\n li: [],\n ol: [],\n p: [],\n pre: [],\n s: [],\n small: [],\n span: [],\n sub: [],\n sup: [],\n strong: [],\n u: [],\n ul: []\n};\n// js-docs-end allow-list\n\nconst uriAttributes = new Set(['background', 'cite', 'href', 'itemtype', 'longdesc', 'poster', 'src', 'xlink:href']);\n\n/**\n * A pattern that recognizes URLs that are safe wrt. XSS in URL navigation\n * contexts.\n *\n * Shout-out to Angular https://github.com/angular/angular/blob/15.2.8/packages/core/src/sanitization/url_sanitizer.ts#L38\n */\n// eslint-disable-next-line unicorn/better-regex\nconst SAFE_URL_PATTERN = /^(?!javascript:)(?:[a-z0-9+.-]+:|[^&:/?#]*(?:[/?#]|$))/i;\nconst allowedAttribute = (attribute, allowedAttributeList) => {\n const attributeName = attribute.nodeName.toLowerCase();\n if (allowedAttributeList.includes(attributeName)) {\n if (uriAttributes.has(attributeName)) {\n return Boolean(SAFE_URL_PATTERN.test(attribute.nodeValue));\n }\n return true;\n }\n\n // Check if a regular expression validates the attribute.\n return allowedAttributeList.filter(attributeRegex => attributeRegex instanceof RegExp).some(regex => regex.test(attributeName));\n};\nfunction sanitizeHtml(unsafeHtml, allowList, sanitizeFunction) {\n if (!unsafeHtml.length) {\n return unsafeHtml;\n }\n if (sanitizeFunction && typeof sanitizeFunction === 'function') {\n return sanitizeFunction(unsafeHtml);\n }\n const domParser = new window.DOMParser();\n const createdDocument = domParser.parseFromString(unsafeHtml, 'text/html');\n const elements = [].concat(...createdDocument.body.querySelectorAll('*'));\n for (const element of elements) {\n const elementName = element.nodeName.toLowerCase();\n if (!Object.keys(allowList).includes(elementName)) {\n element.remove();\n continue;\n }\n const attributeList = [].concat(...element.attributes);\n const allowedAttributes = [].concat(allowList['*'] || [], allowList[elementName] || []);\n for (const attribute of attributeList) {\n if (!allowedAttribute(attribute, allowedAttributes)) {\n element.removeAttribute(attribute.nodeName);\n }\n }\n }\n return createdDocument.body.innerHTML;\n}\n\n/**\n * --------------------------------------------------------------------------\n * Bootstrap util/template-factory.js\n * Licensed under MIT (https://github.com/twbs/bootstrap/blob/main/LICENSE)\n * --------------------------------------------------------------------------\n */\n\n\n/**\n * Constants\n */\n\nconst NAME$5 = 'TemplateFactory';\nconst Default$4 = {\n allowList: DefaultAllowlist,\n content: {},\n // { selector : text , selector2 : text2 , }\n extraClass: '',\n html: false,\n sanitize: true,\n sanitizeFn: null,\n template: '
'\n};\nconst DefaultType$4 = {\n allowList: 'object',\n content: 'object',\n extraClass: '(string|function)',\n html: 'boolean',\n sanitize: 'boolean',\n sanitizeFn: '(null|function)',\n template: 'string'\n};\nconst DefaultContentType = {\n entry: '(string|element|function|null)',\n selector: '(string|element)'\n};\n\n/**\n * Class definition\n */\n\nclass TemplateFactory extends Config {\n constructor(config) {\n super();\n this._config = this._getConfig(config);\n }\n\n // Getters\n static get Default() {\n return Default$4;\n }\n static get DefaultType() {\n return DefaultType$4;\n }\n static get NAME() {\n return NAME$5;\n }\n\n // Public\n getContent() {\n return Object.values(this._config.content).map(config => this._resolvePossibleFunction(config)).filter(Boolean);\n }\n hasContent() {\n return this.getContent().length > 0;\n }\n changeContent(content) {\n this._checkContent(content);\n this._config.content = {\n ...this._config.content,\n ...content\n };\n return this;\n }\n toHtml() {\n const templateWrapper = document.createElement('div');\n templateWrapper.innerHTML = this._maybeSanitize(this._config.template);\n for (const [selector, text] of Object.entries(this._config.content)) {\n this._setContent(templateWrapper, text, selector);\n }\n const template = templateWrapper.children[0];\n const extraClass = this._resolvePossibleFunction(this._config.extraClass);\n if (extraClass) {\n template.classList.add(...extraClass.split(' '));\n }\n return template;\n }\n\n // Private\n _typeCheckConfig(config) {\n super._typeCheckConfig(config);\n this._checkContent(config.content);\n }\n _checkContent(arg) {\n for (const [selector, content] of Object.entries(arg)) {\n super._typeCheckConfig({\n selector,\n entry: content\n }, DefaultContentType);\n }\n }\n _setContent(template, content, selector) {\n const templateElement = SelectorEngine.findOne(selector, template);\n if (!templateElement) {\n return;\n }\n content = this._resolvePossibleFunction(content);\n if (!content) {\n templateElement.remove();\n return;\n }\n if (isElement(content)) {\n this._putElementInTemplate(getElement(content), templateElement);\n return;\n }\n if (this._config.html) {\n templateElement.innerHTML = this._maybeSanitize(content);\n return;\n }\n templateElement.textContent = content;\n }\n _maybeSanitize(arg) {\n return this._config.sanitize ? sanitizeHtml(arg, this._config.allowList, this._config.sanitizeFn) : arg;\n }\n _resolvePossibleFunction(arg) {\n return execute(arg, [this]);\n }\n _putElementInTemplate(element, templateElement) {\n if (this._config.html) {\n templateElement.innerHTML = '';\n templateElement.append(element);\n return;\n }\n templateElement.textContent = element.textContent;\n }\n}\n\n/**\n * --------------------------------------------------------------------------\n * Bootstrap tooltip.js\n * Licensed under MIT (https://github.com/twbs/bootstrap/blob/main/LICENSE)\n * --------------------------------------------------------------------------\n */\n\n\n/**\n * Constants\n */\n\nconst NAME$4 = 'tooltip';\nconst DISALLOWED_ATTRIBUTES = new Set(['sanitize', 'allowList', 'sanitizeFn']);\nconst CLASS_NAME_FADE$2 = 'fade';\nconst CLASS_NAME_MODAL = 'modal';\nconst CLASS_NAME_SHOW$2 = 'show';\nconst SELECTOR_TOOLTIP_INNER = '.tooltip-inner';\nconst SELECTOR_MODAL = `.${CLASS_NAME_MODAL}`;\nconst EVENT_MODAL_HIDE = 'hide.bs.modal';\nconst TRIGGER_HOVER = 'hover';\nconst TRIGGER_FOCUS = 'focus';\nconst TRIGGER_CLICK = 'click';\nconst TRIGGER_MANUAL = 'manual';\nconst EVENT_HIDE$2 = 'hide';\nconst EVENT_HIDDEN$2 = 'hidden';\nconst EVENT_SHOW$2 = 'show';\nconst EVENT_SHOWN$2 = 'shown';\nconst EVENT_INSERTED = 'inserted';\nconst EVENT_CLICK$1 = 'click';\nconst EVENT_FOCUSIN$1 = 'focusin';\nconst EVENT_FOCUSOUT$1 = 'focusout';\nconst EVENT_MOUSEENTER = 'mouseenter';\nconst EVENT_MOUSELEAVE = 'mouseleave';\nconst AttachmentMap = {\n AUTO: 'auto',\n TOP: 'top',\n RIGHT: isRTL() ? 'left' : 'right',\n BOTTOM: 'bottom',\n LEFT: isRTL() ? 'right' : 'left'\n};\nconst Default$3 = {\n allowList: DefaultAllowlist,\n animation: true,\n boundary: 'clippingParents',\n container: false,\n customClass: '',\n delay: 0,\n fallbackPlacements: ['top', 'right', 'bottom', 'left'],\n html: false,\n offset: [0, 6],\n placement: 'top',\n popperConfig: null,\n sanitize: true,\n sanitizeFn: null,\n selector: false,\n template: '
' + '
' + '
' + '
',\n title: '',\n trigger: 'hover focus'\n};\nconst DefaultType$3 = {\n allowList: 'object',\n animation: 'boolean',\n boundary: '(string|element)',\n container: '(string|element|boolean)',\n customClass: '(string|function)',\n delay: '(number|object)',\n fallbackPlacements: 'array',\n html: 'boolean',\n offset: '(array|string|function)',\n placement: '(string|function)',\n popperConfig: '(null|object|function)',\n sanitize: 'boolean',\n sanitizeFn: '(null|function)',\n selector: '(string|boolean)',\n template: 'string',\n title: '(string|element|function)',\n trigger: 'string'\n};\n\n/**\n * Class definition\n */\n\nclass Tooltip extends BaseComponent {\n constructor(element, config) {\n if (typeof Popper === 'undefined') {\n throw new TypeError('Bootstrap\\'s tooltips require Popper (https://popper.js.org)');\n }\n super(element, config);\n\n // Private\n this._isEnabled = true;\n this._timeout = 0;\n this._isHovered = null;\n this._activeTrigger = {};\n this._popper = null;\n this._templateFactory = null;\n this._newContent = null;\n\n // Protected\n this.tip = null;\n this._setListeners();\n if (!this._config.selector) {\n this._fixTitle();\n }\n }\n\n // Getters\n static get Default() {\n return Default$3;\n }\n static get DefaultType() {\n return DefaultType$3;\n }\n static get NAME() {\n return NAME$4;\n }\n\n // Public\n enable() {\n this._isEnabled = true;\n }\n disable() {\n this._isEnabled = false;\n }\n toggleEnabled() {\n this._isEnabled = !this._isEnabled;\n }\n toggle() {\n if (!this._isEnabled) {\n return;\n }\n this._activeTrigger.click = !this._activeTrigger.click;\n if (this._isShown()) {\n this._leave();\n return;\n }\n this._enter();\n }\n dispose() {\n clearTimeout(this._timeout);\n EventHandler.off(this._element.closest(SELECTOR_MODAL), EVENT_MODAL_HIDE, this._hideModalHandler);\n if (this._element.getAttribute('data-bs-original-title')) {\n this._element.setAttribute('title', this._element.getAttribute('data-bs-original-title'));\n }\n this._disposePopper();\n super.dispose();\n }\n show() {\n if (this._element.style.display === 'none') {\n throw new Error('Please use show on visible elements');\n }\n if (!(this._isWithContent() && this._isEnabled)) {\n return;\n }\n const showEvent = EventHandler.trigger(this._element, this.constructor.eventName(EVENT_SHOW$2));\n const shadowRoot = findShadowRoot(this._element);\n const isInTheDom = (shadowRoot || this._element.ownerDocument.documentElement).contains(this._element);\n if (showEvent.defaultPrevented || !isInTheDom) {\n return;\n }\n\n // TODO: v6 remove this or make it optional\n this._disposePopper();\n const tip = this._getTipElement();\n this._element.setAttribute('aria-describedby', tip.getAttribute('id'));\n const {\n container\n } = this._config;\n if (!this._element.ownerDocument.documentElement.contains(this.tip)) {\n container.append(tip);\n EventHandler.trigger(this._element, this.constructor.eventName(EVENT_INSERTED));\n }\n this._popper = this._createPopper(tip);\n tip.classList.add(CLASS_NAME_SHOW$2);\n\n // If this is a touch-enabled device we add extra\n // empty mouseover listeners to the body's immediate children;\n // only needed because of broken event delegation on iOS\n // https://www.quirksmode.org/blog/archives/2014/02/mouse_event_bub.html\n if ('ontouchstart' in document.documentElement) {\n for (const element of [].concat(...document.body.children)) {\n EventHandler.on(element, 'mouseover', noop);\n }\n }\n const complete = () => {\n EventHandler.trigger(this._element, this.constructor.eventName(EVENT_SHOWN$2));\n if (this._isHovered === false) {\n this._leave();\n }\n this._isHovered = false;\n };\n this._queueCallback(complete, this.tip, this._isAnimated());\n }\n hide() {\n if (!this._isShown()) {\n return;\n }\n const hideEvent = EventHandler.trigger(this._element, this.constructor.eventName(EVENT_HIDE$2));\n if (hideEvent.defaultPrevented) {\n return;\n }\n const tip = this._getTipElement();\n tip.classList.remove(CLASS_NAME_SHOW$2);\n\n // If this is a touch-enabled device we remove the extra\n // empty mouseover listeners we added for iOS support\n if ('ontouchstart' in document.documentElement) {\n for (const element of [].concat(...document.body.children)) {\n EventHandler.off(element, 'mouseover', noop);\n }\n }\n this._activeTrigger[TRIGGER_CLICK] = false;\n this._activeTrigger[TRIGGER_FOCUS] = false;\n this._activeTrigger[TRIGGER_HOVER] = false;\n this._isHovered = null; // it is a trick to support manual triggering\n\n const complete = () => {\n if (this._isWithActiveTrigger()) {\n return;\n }\n if (!this._isHovered) {\n this._disposePopper();\n }\n this._element.removeAttribute('aria-describedby');\n EventHandler.trigger(this._element, this.constructor.eventName(EVENT_HIDDEN$2));\n };\n this._queueCallback(complete, this.tip, this._isAnimated());\n }\n update() {\n if (this._popper) {\n this._popper.update();\n }\n }\n\n // Protected\n _isWithContent() {\n return Boolean(this._getTitle());\n }\n _getTipElement() {\n if (!this.tip) {\n this.tip = this._createTipElement(this._newContent || this._getContentForTemplate());\n }\n return this.tip;\n }\n _createTipElement(content) {\n const tip = this._getTemplateFactory(content).toHtml();\n\n // TODO: remove this check in v6\n if (!tip) {\n return null;\n }\n tip.classList.remove(CLASS_NAME_FADE$2, CLASS_NAME_SHOW$2);\n // TODO: v6 the following can be achieved with CSS only\n tip.classList.add(`bs-${this.constructor.NAME}-auto`);\n const tipId = getUID(this.constructor.NAME).toString();\n tip.setAttribute('id', tipId);\n if (this._isAnimated()) {\n tip.classList.add(CLASS_NAME_FADE$2);\n }\n return tip;\n }\n setContent(content) {\n this._newContent = content;\n if (this._isShown()) {\n this._disposePopper();\n this.show();\n }\n }\n _getTemplateFactory(content) {\n if (this._templateFactory) {\n this._templateFactory.changeContent(content);\n } else {\n this._templateFactory = new TemplateFactory({\n ...this._config,\n // the `content` var has to be after `this._config`\n // to override config.content in case of popover\n content,\n extraClass: this._resolvePossibleFunction(this._config.customClass)\n });\n }\n return this._templateFactory;\n }\n _getContentForTemplate() {\n return {\n [SELECTOR_TOOLTIP_INNER]: this._getTitle()\n };\n }\n _getTitle() {\n return this._resolvePossibleFunction(this._config.title) || this._element.getAttribute('data-bs-original-title');\n }\n\n // Private\n _initializeOnDelegatedTarget(event) {\n return this.constructor.getOrCreateInstance(event.delegateTarget, this._getDelegateConfig());\n }\n _isAnimated() {\n return this._config.animation || this.tip && this.tip.classList.contains(CLASS_NAME_FADE$2);\n }\n _isShown() {\n return this.tip && this.tip.classList.contains(CLASS_NAME_SHOW$2);\n }\n _createPopper(tip) {\n const placement = execute(this._config.placement, [this, tip, this._element]);\n const attachment = AttachmentMap[placement.toUpperCase()];\n return Popper.createPopper(this._element, tip, this._getPopperConfig(attachment));\n }\n _getOffset() {\n const {\n offset\n } = this._config;\n if (typeof offset === 'string') {\n return offset.split(',').map(value => Number.parseInt(value, 10));\n }\n if (typeof offset === 'function') {\n return popperData => offset(popperData, this._element);\n }\n return offset;\n }\n _resolvePossibleFunction(arg) {\n return execute(arg, [this._element]);\n }\n _getPopperConfig(attachment) {\n const defaultBsPopperConfig = {\n placement: attachment,\n modifiers: [{\n name: 'flip',\n options: {\n fallbackPlacements: this._config.fallbackPlacements\n }\n }, {\n name: 'offset',\n options: {\n offset: this._getOffset()\n }\n }, {\n name: 'preventOverflow',\n options: {\n boundary: this._config.boundary\n }\n }, {\n name: 'arrow',\n options: {\n element: `.${this.constructor.NAME}-arrow`\n }\n }, {\n name: 'preSetPlacement',\n enabled: true,\n phase: 'beforeMain',\n fn: data => {\n // Pre-set Popper's placement attribute in order to read the arrow sizes properly.\n // Otherwise, Popper mixes up the width and height dimensions since the initial arrow style is for top placement\n this._getTipElement().setAttribute('data-popper-placement', data.state.placement);\n }\n }]\n };\n return {\n ...defaultBsPopperConfig,\n ...execute(this._config.popperConfig, [defaultBsPopperConfig])\n };\n }\n _setListeners() {\n const triggers = this._config.trigger.split(' ');\n for (const trigger of triggers) {\n if (trigger === 'click') {\n EventHandler.on(this._element, this.constructor.eventName(EVENT_CLICK$1), this._config.selector, event => {\n const context = this._initializeOnDelegatedTarget(event);\n context.toggle();\n });\n } else if (trigger !== TRIGGER_MANUAL) {\n const eventIn = trigger === TRIGGER_HOVER ? this.constructor.eventName(EVENT_MOUSEENTER) : this.constructor.eventName(EVENT_FOCUSIN$1);\n const eventOut = trigger === TRIGGER_HOVER ? this.constructor.eventName(EVENT_MOUSELEAVE) : this.constructor.eventName(EVENT_FOCUSOUT$1);\n EventHandler.on(this._element, eventIn, this._config.selector, event => {\n const context = this._initializeOnDelegatedTarget(event);\n context._activeTrigger[event.type === 'focusin' ? TRIGGER_FOCUS : TRIGGER_HOVER] = true;\n context._enter();\n });\n EventHandler.on(this._element, eventOut, this._config.selector, event => {\n const context = this._initializeOnDelegatedTarget(event);\n context._activeTrigger[event.type === 'focusout' ? TRIGGER_FOCUS : TRIGGER_HOVER] = context._element.contains(event.relatedTarget);\n context._leave();\n });\n }\n }\n this._hideModalHandler = () => {\n if (this._element) {\n this.hide();\n }\n };\n EventHandler.on(this._element.closest(SELECTOR_MODAL), EVENT_MODAL_HIDE, this._hideModalHandler);\n }\n _fixTitle() {\n const title = this._element.getAttribute('title');\n if (!title) {\n return;\n }\n if (!this._element.getAttribute('aria-label') && !this._element.textContent.trim()) {\n this._element.setAttribute('aria-label', title);\n }\n this._element.setAttribute('data-bs-original-title', title); // DO NOT USE IT. Is only for backwards compatibility\n this._element.removeAttribute('title');\n }\n _enter() {\n if (this._isShown() || this._isHovered) {\n this._isHovered = true;\n return;\n }\n this._isHovered = true;\n this._setTimeout(() => {\n if (this._isHovered) {\n this.show();\n }\n }, this._config.delay.show);\n }\n _leave() {\n if (this._isWithActiveTrigger()) {\n return;\n }\n this._isHovered = false;\n this._setTimeout(() => {\n if (!this._isHovered) {\n this.hide();\n }\n }, this._config.delay.hide);\n }\n _setTimeout(handler, timeout) {\n clearTimeout(this._timeout);\n this._timeout = setTimeout(handler, timeout);\n }\n _isWithActiveTrigger() {\n return Object.values(this._activeTrigger).includes(true);\n }\n _getConfig(config) {\n const dataAttributes = Manipulator.getDataAttributes(this._element);\n for (const dataAttribute of Object.keys(dataAttributes)) {\n if (DISALLOWED_ATTRIBUTES.has(dataAttribute)) {\n delete dataAttributes[dataAttribute];\n }\n }\n config = {\n ...dataAttributes,\n ...(typeof config === 'object' && config ? config : {})\n };\n config = this._mergeConfigObj(config);\n config = this._configAfterMerge(config);\n this._typeCheckConfig(config);\n return config;\n }\n _configAfterMerge(config) {\n config.container = config.container === false ? document.body : getElement(config.container);\n if (typeof config.delay === 'number') {\n config.delay = {\n show: config.delay,\n hide: config.delay\n };\n }\n if (typeof config.title === 'number') {\n config.title = config.title.toString();\n }\n if (typeof config.content === 'number') {\n config.content = config.content.toString();\n }\n return config;\n }\n _getDelegateConfig() {\n const config = {};\n for (const [key, value] of Object.entries(this._config)) {\n if (this.constructor.Default[key] !== value) {\n config[key] = value;\n }\n }\n config.selector = false;\n config.trigger = 'manual';\n\n // In the future can be replaced with:\n // const keysWithDifferentValues = Object.entries(this._config).filter(entry => this.constructor.Default[entry[0]] !== this._config[entry[0]])\n // `Object.fromEntries(keysWithDifferentValues)`\n return config;\n }\n _disposePopper() {\n if (this._popper) {\n this._popper.destroy();\n this._popper = null;\n }\n if (this.tip) {\n this.tip.remove();\n this.tip = null;\n }\n }\n\n // Static\n static jQueryInterface(config) {\n return this.each(function () {\n const data = Tooltip.getOrCreateInstance(this, config);\n if (typeof config !== 'string') {\n return;\n }\n if (typeof data[config] === 'undefined') {\n throw new TypeError(`No method named \"${config}\"`);\n }\n data[config]();\n });\n }\n}\n\n/**\n * jQuery\n */\n\ndefineJQueryPlugin(Tooltip);\n\n/**\n * --------------------------------------------------------------------------\n * Bootstrap popover.js\n * Licensed under MIT (https://github.com/twbs/bootstrap/blob/main/LICENSE)\n * --------------------------------------------------------------------------\n */\n\n\n/**\n * Constants\n */\n\nconst NAME$3 = 'popover';\nconst SELECTOR_TITLE = '.popover-header';\nconst SELECTOR_CONTENT = '.popover-body';\nconst Default$2 = {\n ...Tooltip.Default,\n content: '',\n offset: [0, 8],\n placement: 'right',\n template: '
' + '
' + '

' + '
' + '
',\n trigger: 'click'\n};\nconst DefaultType$2 = {\n ...Tooltip.DefaultType,\n content: '(null|string|element|function)'\n};\n\n/**\n * Class definition\n */\n\nclass Popover extends Tooltip {\n // Getters\n static get Default() {\n return Default$2;\n }\n static get DefaultType() {\n return DefaultType$2;\n }\n static get NAME() {\n return NAME$3;\n }\n\n // Overrides\n _isWithContent() {\n return this._getTitle() || this._getContent();\n }\n\n // Private\n _getContentForTemplate() {\n return {\n [SELECTOR_TITLE]: this._getTitle(),\n [SELECTOR_CONTENT]: this._getContent()\n };\n }\n _getContent() {\n return this._resolvePossibleFunction(this._config.content);\n }\n\n // Static\n static jQueryInterface(config) {\n return this.each(function () {\n const data = Popover.getOrCreateInstance(this, config);\n if (typeof config !== 'string') {\n return;\n }\n if (typeof data[config] === 'undefined') {\n throw new TypeError(`No method named \"${config}\"`);\n }\n data[config]();\n });\n }\n}\n\n/**\n * jQuery\n */\n\ndefineJQueryPlugin(Popover);\n\n/**\n * --------------------------------------------------------------------------\n * Bootstrap scrollspy.js\n * Licensed under MIT (https://github.com/twbs/bootstrap/blob/main/LICENSE)\n * --------------------------------------------------------------------------\n */\n\n\n/**\n * Constants\n */\n\nconst NAME$2 = 'scrollspy';\nconst DATA_KEY$2 = 'bs.scrollspy';\nconst EVENT_KEY$2 = `.${DATA_KEY$2}`;\nconst DATA_API_KEY = '.data-api';\nconst EVENT_ACTIVATE = `activate${EVENT_KEY$2}`;\nconst EVENT_CLICK = `click${EVENT_KEY$2}`;\nconst EVENT_LOAD_DATA_API$1 = `load${EVENT_KEY$2}${DATA_API_KEY}`;\nconst CLASS_NAME_DROPDOWN_ITEM = 'dropdown-item';\nconst CLASS_NAME_ACTIVE$1 = 'active';\nconst SELECTOR_DATA_SPY = '[data-bs-spy=\"scroll\"]';\nconst SELECTOR_TARGET_LINKS = '[href]';\nconst SELECTOR_NAV_LIST_GROUP = '.nav, .list-group';\nconst SELECTOR_NAV_LINKS = '.nav-link';\nconst SELECTOR_NAV_ITEMS = '.nav-item';\nconst SELECTOR_LIST_ITEMS = '.list-group-item';\nconst SELECTOR_LINK_ITEMS = `${SELECTOR_NAV_LINKS}, ${SELECTOR_NAV_ITEMS} > ${SELECTOR_NAV_LINKS}, ${SELECTOR_LIST_ITEMS}`;\nconst SELECTOR_DROPDOWN = '.dropdown';\nconst SELECTOR_DROPDOWN_TOGGLE$1 = '.dropdown-toggle';\nconst Default$1 = {\n offset: null,\n // TODO: v6 @deprecated, keep it for backwards compatibility reasons\n rootMargin: '0px 0px -25%',\n smoothScroll: false,\n target: null,\n threshold: [0.1, 0.5, 1]\n};\nconst DefaultType$1 = {\n offset: '(number|null)',\n // TODO v6 @deprecated, keep it for backwards compatibility reasons\n rootMargin: 'string',\n smoothScroll: 'boolean',\n target: 'element',\n threshold: 'array'\n};\n\n/**\n * Class definition\n */\n\nclass ScrollSpy extends BaseComponent {\n constructor(element, config) {\n super(element, config);\n\n // this._element is the observablesContainer and config.target the menu links wrapper\n this._targetLinks = new Map();\n this._observableSections = new Map();\n this._rootElement = getComputedStyle(this._element).overflowY === 'visible' ? null : this._element;\n this._activeTarget = null;\n this._observer = null;\n this._previousScrollData = {\n visibleEntryTop: 0,\n parentScrollTop: 0\n };\n this.refresh(); // initialize\n }\n\n // Getters\n static get Default() {\n return Default$1;\n }\n static get DefaultType() {\n return DefaultType$1;\n }\n static get NAME() {\n return NAME$2;\n }\n\n // Public\n refresh() {\n this._initializeTargetsAndObservables();\n this._maybeEnableSmoothScroll();\n if (this._observer) {\n this._observer.disconnect();\n } else {\n this._observer = this._getNewObserver();\n }\n for (const section of this._observableSections.values()) {\n this._observer.observe(section);\n }\n }\n dispose() {\n this._observer.disconnect();\n super.dispose();\n }\n\n // Private\n _configAfterMerge(config) {\n // TODO: on v6 target should be given explicitly & remove the {target: 'ss-target'} case\n config.target = getElement(config.target) || document.body;\n\n // TODO: v6 Only for backwards compatibility reasons. Use rootMargin only\n config.rootMargin = config.offset ? `${config.offset}px 0px -30%` : config.rootMargin;\n if (typeof config.threshold === 'string') {\n config.threshold = config.threshold.split(',').map(value => Number.parseFloat(value));\n }\n return config;\n }\n _maybeEnableSmoothScroll() {\n if (!this._config.smoothScroll) {\n return;\n }\n\n // unregister any previous listeners\n EventHandler.off(this._config.target, EVENT_CLICK);\n EventHandler.on(this._config.target, EVENT_CLICK, SELECTOR_TARGET_LINKS, event => {\n const observableSection = this._observableSections.get(event.target.hash);\n if (observableSection) {\n event.preventDefault();\n const root = this._rootElement || window;\n const height = observableSection.offsetTop - this._element.offsetTop;\n if (root.scrollTo) {\n root.scrollTo({\n top: height,\n behavior: 'smooth'\n });\n return;\n }\n\n // Chrome 60 doesn't support `scrollTo`\n root.scrollTop = height;\n }\n });\n }\n _getNewObserver() {\n const options = {\n root: this._rootElement,\n threshold: this._config.threshold,\n rootMargin: this._config.rootMargin\n };\n return new IntersectionObserver(entries => this._observerCallback(entries), options);\n }\n\n // The logic of selection\n _observerCallback(entries) {\n const targetElement = entry => this._targetLinks.get(`#${entry.target.id}`);\n const activate = entry => {\n this._previousScrollData.visibleEntryTop = entry.target.offsetTop;\n this._process(targetElement(entry));\n };\n const parentScrollTop = (this._rootElement || document.documentElement).scrollTop;\n const userScrollsDown = parentScrollTop >= this._previousScrollData.parentScrollTop;\n this._previousScrollData.parentScrollTop = parentScrollTop;\n for (const entry of entries) {\n if (!entry.isIntersecting) {\n this._activeTarget = null;\n this._clearActiveClass(targetElement(entry));\n continue;\n }\n const entryIsLowerThanPrevious = entry.target.offsetTop >= this._previousScrollData.visibleEntryTop;\n // if we are scrolling down, pick the bigger offsetTop\n if (userScrollsDown && entryIsLowerThanPrevious) {\n activate(entry);\n // if parent isn't scrolled, let's keep the first visible item, breaking the iteration\n if (!parentScrollTop) {\n return;\n }\n continue;\n }\n\n // if we are scrolling up, pick the smallest offsetTop\n if (!userScrollsDown && !entryIsLowerThanPrevious) {\n activate(entry);\n }\n }\n }\n _initializeTargetsAndObservables() {\n this._targetLinks = new Map();\n this._observableSections = new Map();\n const targetLinks = SelectorEngine.find(SELECTOR_TARGET_LINKS, this._config.target);\n for (const anchor of targetLinks) {\n // ensure that the anchor has an id and is not disabled\n if (!anchor.hash || isDisabled(anchor)) {\n continue;\n }\n const observableSection = SelectorEngine.findOne(decodeURI(anchor.hash), this._element);\n\n // ensure that the observableSection exists & is visible\n if (isVisible(observableSection)) {\n this._targetLinks.set(decodeURI(anchor.hash), anchor);\n this._observableSections.set(anchor.hash, observableSection);\n }\n }\n }\n _process(target) {\n if (this._activeTarget === target) {\n return;\n }\n this._clearActiveClass(this._config.target);\n this._activeTarget = target;\n target.classList.add(CLASS_NAME_ACTIVE$1);\n this._activateParents(target);\n EventHandler.trigger(this._element, EVENT_ACTIVATE, {\n relatedTarget: target\n });\n }\n _activateParents(target) {\n // Activate dropdown parents\n if (target.classList.contains(CLASS_NAME_DROPDOWN_ITEM)) {\n SelectorEngine.findOne(SELECTOR_DROPDOWN_TOGGLE$1, target.closest(SELECTOR_DROPDOWN)).classList.add(CLASS_NAME_ACTIVE$1);\n return;\n }\n for (const listGroup of SelectorEngine.parents(target, SELECTOR_NAV_LIST_GROUP)) {\n // Set triggered links parents as active\n // With both

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