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Users will need to register to login to the system, but usage is free. Once logged in, users will have access to data sets curated by repositories around the world, and can upload moderate amounts of private data. To get started quickly, users can choose from a variety of example Jupyter notebooks as well as pre-installed software environments. These can be modified to suit user needs. - -The Fornax Science Console supports many astronomical use cases, but users will find it especially beneficial for analyses - * on large cloud-hosted data sets that would be cumbersome to download; - * that require complicated software pre-installed on the platform; or - * that are parallelizable and require more compute than they currently have access to. - -### Fornax Science Console basic capabilities and selection guidelines - -After logging in, users will be presented with choices for their working environment. - -* Compute size: the amount of compute (CPUs) and memory (RAM) available is configurable. Options are briefly described below. -* Compute environment: the software environment including the operating system, system library versions, and pre-installed software selections. - -The compute size you select largely determines the costs you will accrue while it is running. We therefore need our users to be more conscious of the compute you are using than you would be on your own hardware. We ask users to follow these guidelines: - -* You will have a choice of server types. Please test your use case on the smallest server that can serve as a test, and run tests with a limited scope (e.g., number of sources, iterations, etc.). Only expand the scope and/or select a larger server when you have successfully tested the smaller case. -* Please also note that if you start an instance, closing your browser window does not necessarily stop the instance you started. Especially with the larger instances, **please explicitly use the “Stop My Server” button** (under File->Hub Control Panel) when done. -* Any time you need to use the biggest 128-core compute instance, please reach out to the Help Desk for explicit permission _before_ starting it. This will help us to be aware of resource usage for this development system, which does not yet have fully automated resource usage guardrails. Give us a brief idea of what the science use case is and an estimate for the _total_ run time. Note that if your job (or jobs) runs significantly longer than we expect, we may contact you about terminating it. If you need to stop and restart your instance, you don’t need to get permission every time as long as you are still within the original estimated total run time. If you need more time than expected, please write to the help desk with a brief justification. Our review process is more about visibility than control, so you’ll probably be approved. - -The compute options: - - * CPUs: By default, users will have access to 4 CPUs provided by AWS. These are useful for smaller analyses and to test out larger analyses. Once a user has completed testing and is ready to scale up an analysis, they can request up to 128 CPUs. - * RAM: Upon logging in, users will have access to up to 16 GB of RAM. Up to 512 GB of RAM are available upon request. - * User Storage: Upon logging in, users will have access to 10 GB of storage; additional storage is available upon request. - * GPUs: There are currently no GPUs available. - -Software environment options: - -* A base environment contains common astronomy libraries such as Astropy. -* The forced photometry tool called Tractor is available in a customized environment. -* The HEASoft high-energy astrophysics software is available in another customized environment. -* More environments will be created as need. - -### Data access within the Fornax Science Console - -Users of the Fornax Science Console will have access to data curated and published by data repositories around the world. - * The NASA Astrophysics Mission Archives (HEASARC, IRSA, MAST) offer curated datasets through the AWS Open Data program, which can be found by searching [https://registry.opendata.aws/](https://registry.opendata.aws/). - * In addition, most data archives, including NASA archives and others around the world, provide access through application program interfaces (APIs), which can be invoked by users of the Fornax Science Console through standard Python (e.g. astroquery, pyvo) or command line methods (e.g. wget, curl). - -## Quick Start Guide - -### 1. Get an account on the Fornax Science Console - -The platform is currently available by invitation only. - -### 2. Log into the Fornax Science Console - -Once you have your login credentials, enter them at: - -https://daskhub.fornaxdev.mysmce.com/ - -* Choose a software container image: You will be given the option of choosing from a menu of software container images. Currently we offer to two images: - * Astrophysics Default Image (most users should choose this) - * High Energy Astrophysics Image - -* Choose a compute instance: You will be offered several options for the size of the compute. Please use `mini` or `standard` size for writing, debugging, or testing code before switching to larger sizes for full runs of code at scale. Some of the options are marked as "Use with approval". Please contact the person that invited you to the platform to obtain permission to use these instances. - -* Click "Start". In a few moments, you will find yourself in JupyterLab. - -### 3. Start a new notebook. - * Click on the the blue `+` in the upper left of the JupyterLab window to open the launcher, which will give you the option to open a Notebook or a Terminal. Choose the "science_demo" kernel under "Notebook". This will open a new notebook that you can start coding in and run on the platform. - - ![new launcher](./static/images/new_launcher.png) - -### 4. End your JupyterHub session. - * Before logging out, please shut down your server. This is an important step which insures the server you are using doesn't keep running in the background, thereby wasting resources. - * Go to the `File` Menu and click on `hub control panel` as in the below image, which will bring up the option to `stop my server`(in red). After stopping the server, please `logout` in the upper right of the JupyterHub window. - - ![ ](./static/images/hub_control_panel.png) - -## Navigating JupyterLab in the Fornax Science Console - -The JupyterLab User Guide provides information on how to navigate the interface: - * https://jupyterlab.readthedocs.io/en/stable/user/interface.html - -The Fornax Science Platform additionally contains a JupyterLab extension called BXplorer, which provides a UI to manage the cloud-hosted data in the Fornax Science Platform: - * https://github.com/Navteca/jupyterlab-bxplorer - -## Starting & Monitoring Analyses - -### How can I tell which computing resources are available on the Fornax Science Console? - * Generally you will have access to the CPU and RAM resources selected upon startup in Fornax. It is possible to query in a terminal window to find the amount of CPU or RAM, however, beware that these methods can show a larger amount of total RAM than is actually accessible to your server due to resource sharing between users. - * In JupyterHub, open a terminal window, and use one of the below commands: - * `nproc` will give you the number of processors - * `cat /proc/cpuinfo` will give you more detailed info on the processors - * `free -h` will give the amount of RAM available/used - * `cat /proc/meminfo` will give more detailed info on the amount of RAM available/used - * `top` gives info on both CPU and RAM usage. Some numerical packages (e.g. numpy) use multithreading, so you may see that the CPU usage is more 100%. That means more than one CPU is used. You can see the individual CPU usage by pressing 1 while the `top` command is running. - -Under construction: It appears that sometimes we are allowed to use more CPU than listed for a short amount of time. Is this true? and what are the parameters of when and for what sizes that will be allowed? - -### How can I tell if I am close to using up my allocation of compute and storage resources? - -Under construction. - -### How will my analysis be affected by memory limitations? - -If your workload exceeds your server size, your server may be allowed to use additional resources temporarily. This can be convenient but should not be relied on. In particular, be aware that your job may be killed automatically and without warning if its RAM needs exceed the alloted memory. This behavior is not specific to Fornax or AWS, but users may encounter it more often on the science console due to the flexible machine sizing options. (Your laptop needs to have the max amount of memory that you will ever use while working on it. On the science console, you can choose a different server size every time you start it up -- this is much more efficient, but also requires you to be more aware of how much CPU and RAM your tasks need.) - -### What is a kernel and how do I choose one? - -Under Construction: In Jupyter, kernels are the background processes that execute cells and return results for display. To select the kernel on which you want to run your Notebook, go to the Kernel menu and choose Change Kernel. You can also click directly on the name of the active kernel to switch to another one. The bottom of the JupyterLab window lists the github branch as well as the name of the kernel in use. The kernel is listed as either 'idle' or 'busy', which is useful to know if your kernel is working or has crashed. - -### Does work persist between sessions? - * Files in your home directory will persist between sessions. - * pip installs will persist across kernel restarts, but not across logging out and back in. - * If you want software installs to be persistent, consider setting up an environment: See below under "Making a conda environment that persists across sessions" - -### Save your work! -The Science Console is primarily intended for interactive use and will cull sessions which appear to be inactive. Archive calls appear to Fornax as periods of inactivity (we see the irony in this too!), so might lead to your session being dropped from Fornax. -If you want a notebook or script to run for longer than about 60 minutes and you will not be interacting with the Console, running `top` during that time can help keep the session active. - -Under construction: how long is the period of inactivity that gets culled? - -### How can I save my notebook as a Python script? - * from the command line: `jupyter nbconvert --to script notebookname.ipynb` - -### How can I run a notebook non-interactively? -Under Construction. - -## Data Management - -### How can I upload my own data for use with compute provided by the Fornax Science Console? - -The `uparrow` in the upper left allows you to upload data. If it is a large amount of data, consider creating a zip or tar archive first. From within JupyterLab, you can also use a terminal to transfer data with the usual methods (`scp`, `wget`, `curl` should all work). The current (Feb 2024) default storage limit for uploaded data is 10GB (Feb 2024). When you log into the science console for the first time, the active directory is your `$HOME` directory. It contains preexisting folders like `efs/` with shared data. You may also create your own directories and files here. Your edits outside of the shared folders are not visible to other users. - - ![upload_button](./static/images/upload_button.png) - -### How can I access data that has been hosted on the cloud by the Fornax archives? - * [Tutorial](https://github.com/spacetelescope/tike_content/blob/main/content/notebooks/data-access/data-access.ipynb) notebook on STScI data - * [Tutorial](https://irsa.ipac.caltech.edu/docs/notebooks/) notebook on IRSA data - * Under Construction: Where is Abdu's similar notebook with pyvo tools that was used for the July2023 HQ demo? - * Under Construction: placeholder for Brigitta's SIA access notebook - -### Is there a way access data in a Box account from the Fornax Science Console? - -Any publicly accessible web service can be reached from Fornax through the HTTPS protocol, e.g., APIs, wget, etc. - -### Is there a way to access data from an AWS bucket? - -Any publicly available bucket is visible from Fornax as it would be on your laptop. If you require an access key to see into the bucket from your laptop, you will also need that on Fornax. - -### How can I open a plot (e.g. png, pdf) that I generated in a notebook or uploaded? - -Double-clicking on a png or PDF in the file browser will open it in a new tab. - -### How do I download data from the Fornax Science Console to my local machine? -If it is a large amount of data, consider creating a zip or tar archive first. If it is a small file, you can right click on the file name in the file browser and scroll to `Download`. - - ![right_click_download](./static/images/right_click_download.png) - -### How do I share data from inside Fornax with collaborators? -Download them to favorite storage place (university Box account) or put in AWS cloud. - -## Managing Software - -### How can I get a list of what software is pre-installed on the Fornax Science Console? - -Software is installed in Miniconda environments. You can use "[conda list](https://conda.io/projects/conda/en/latest/commands/list.html)" from a Terminal within the Fornax Science Console to list the contents of each environment. - -### Can I install my own software on the Fornax Science Console? - * Persistent User-Installed Software - * If the pre-installed environments don't have the software you need, you can create your own persistent environment available across multiple sessions. Follow the instructions in the [conda documentation](https://docs.conda.io/projects/conda/en/latest/user-guide/getting-started.html), specifically [managing environments](https://docs.conda.io/projects/conda/en/latest/user-guide/tasks/manage-environments.html). - * Non-persistent User-Installed Software - * You can !pip install your favorite software from inside a notebook. This installed software will persist through kernel restarts, but will not be persistent if you stop your server and restart it (logging out and back in) unless you specify the - - user option, which will put the software in your home directory. Note that an install done in one compute environment may or may not work in a container opened using another environment, even if the directory is still there. Conda environments are useful to manage these. - * For the tutorial notebooks we tend to have a requirements.txt file in the repo which lists all the software dependencies. Then the first line in the notebook is `!pip install -r requirements.txt` That way other people can run the notebook and will know which software is involved. -* There is a limit on the space a user has access to, but not the number of packages, and packages are usually small. - -### What is the terminal command to list package version info using pip? - * `pip show package-name` - -### Is it possible to bring my own docker image? - * This is not currently possible. - -### Is it possible to do code development in emacs or vi or some other IDE? - * Emacs or vi is possible from the terminal. - * The JupyterLab interface also has its own editor. - * If you prefer to develop elsewhere, you can push your changes to a publicly available repo (e.g., GitHub) and synchronize that to a location on your home directory on Fornax. - -### Will notebooks that run on Fornax also work on my laptop? - * In general, yes, but you need to have a Python environment setup in the same way as on it is on Fornax. - * See below under "Can I run the container from Fornax on my own personal computer/laptop?" - - -### Is it possible to launch apps from icons? Like MOPEX or SPICE - * These apps are unavailable in Fornax - -### Is it possible to run licensed software (IDL) in Fornax? - * licensed software is not possible in Fornax - -### Is it possible to run the container from Fornax on my own personal computer/laptop? - * Yes. The images are all on the AWS Elastic Container Registry. - * - * Under Construction: Need a link and more instructions - -## [Examples and Tutorials](https://nasa-fornax.github.io/fornax-demo-notebooks/) - -### Fully worked science use cases - * [Forced photometry](https://github.com/nasa-fornax/fornax-demo-notebooks/tree/main/forced_photometry/) - * [Light curves](https://github.com/nasa-fornax/fornax-demo-notebooks/tree/main/light_curves/) - * [ML dimensionality reduction](https://github.com/nasa-fornax/fornax-demo-notebooks/blob/main/light_curves/ML_AGNzoo.md) - -### Cloud - * [STScI](https://github.com/spacetelescope/tike_content/blob/main/content/notebooks/data-access/data-access.ipynb) - * [IRSA Cloud Access Introduction](https://irsa.ipac.caltech.edu/docs/notebooks/cloud-access-intro.html) - * [Parquet info from IRSA](https://irsa.ipac.caltech.edu/docs/notebooks/wise-allwise-catalog-demo.html) - * [Image cutouts](https://docs.astropy.org/en/stable/io/fits/usage/cloud.html#using-cutout2d-with-cloud-hosted-fits-files) - -### Optimizing code for CPU usage (CPU profiling) - * profiling within Fornax is possible, however visualizing the profile is not yet possible - * profiling needs to be done on a .py script, and not a Jupyter notebook - * sample command on the Fornax command line: `python -m cProfile -o output_profile_name.prof code_name.py` - * Then download the .prof file - * On your local computer command line: `python -m snakeviz output_profile_name.prof` - * documentation for SnakeViz: https://jiffyclub.github.io/snakeviz/ - * This really only looks at CPU usage - -### Optimizing code for memory usage [(memory profiling)](https://towardsdatascience.com/profile-memory-consumption-of-python-functions-in-a-single-line-of-code-6403101db419) - * inside the notebook: - * `pip install -U memory_profiler` - * `from memory_profiler import profile` - * above the function you want to check add this line: @profile - * run the script: python -m memory_profiler .py > mem_prof.txt - -### Optimizing code for multiple CPUs with parallelization - * Python built in [multiprocessing](https://irsa.ipac.caltech.edu/docs/notebooks/Parallelize_Convolution.html) - * [Dask gateway](https://gateway.dask.org) - * Our [scale up](https://github.com/nasa-fornax/fornax-demo-notebooks/blob/main/light_curves/scale_up.md) notebook is a tutorial on parallelization of generating multiwavelength light curves with tools, tips, and suggestions relevant to many tasks. - -### [MAST science examples](https://github.com/spacetelescope/tike_content/blob/main/markdown/science-examples.md) - -### HEASARC [sciserver_cookbooks](https://github.com/HEASARC/sciserver_cookbooks/blob/main/Introduction.md) - -### [Cross matching two large catalogs](https://github.com/IPAC-SW/ipac-sp-notebooks/blob/main/gaia_cross_SEIP/gaia_cross_SEIP.ipynb) - -### [Work with theoretical catalogs](https://irsa.ipac.caltech.edu/data/theory/Cosmosims/gator_docs/CosmoDC2_Mock_V1_Catalog.html) - -### How can I contribute to existing Open-Source Fornax notebook tutorials? - * open issue or PR on Fornax Github [repo](https://github.com/nasa-fornax/fornax-demo-notebooks) - -## Troubleshooting -* If my internet connection goes away or is intermittent - what happens to the running notebook? -* Restart kernel will solve some problems, especially if the cells were run out of order - * Under the `kernel` menu: `restart kernel...` -* Restart Fornax - will solve version issues if packages with different versions were loaded since these won’t persist across Fornax restarts - - -## Getting Help -* ask your peers: User forum at #fornax-users slack channel -* ask Fornax Helpdesk - * email fornax-helpdesk@lists.nasa.gov -* If you are reporting a problem or suspected bug, please include as much of the following information as possible. This will help minimize the time it takes for us to diagnose the problem and get you an answer. - - - date and time (with timezone) the problem occurred - - web browser (name and version) you are using to connect to the Fornax Science Console (e.g., Chrome 125.0.64422.142) - - where in the Fornax Science Console this happened (e.g., while running a notebook in JupyterHub; while using the Dask extension; etc.) - - what you were doing when the problem occurred - - what you expected to have happen - - what happened instead - - include any errors messages or info that were produced - - please include any additional information you feel is relevant (e.g., successfully did this same thing previously on date NN at time NN and it worked then) - - if you have logs or a traceback, please include them - -## Parallel and Distributed Processing -Since one of the main drivers for using Fornax is the advantage of multiple CPUs, we provide here additional information on how to efficiently use those CPUs. - -### Terminology - -* CPU: - * Central Processing Unit. Quality and number of CPU determines compute power -- the rate at which computations can be performed. -* Node - * A single machine within a network of machines used for distributed processing. -* Parallel or Distributed Processing - * Parallel: Running >1 process/job concurrently. Distributed: Running a set of processes/jobs by farming them out to a network of compute nodes; Many of these jobs may run in parallel. (Distinction between parallel and distributed and is not deeply important here.) -* RAM - * Working memory in a machine, node, or network. Amount of RAM determines how much data can be loaded in-memory simultaneously. -* Worker - * An entity that completes a chunk of work (data + instructions). It runs in the background and must be managed using (e.g.,) python ``multiprocessing`` or Dask. - -### When should I use distributed or parallel processing? - -1. Your dataset is very large, but could be split into subsets that can be processed individually. - * The [forced photometry notebook](https://github.com/nasa-fornax/fornax-demo-notebooks/blob/main/forced_photometry/multiband_photometry.md) is an example of this. It gathers a large number of images and then processes them all using the same piece of code (photometry extraction). The pipeline is parallelized by running workers that execute the same code on different images. - -2. Your computations/operations take a long time, but can be split into subsets that are independent from each other (the input to one does not depend on the output of another). - * The [light curve generator notebook](https://github.com/nasa-fornax/fornax-demo-notebooks/blob/main/light_curves/light_curve_generator.md) is an example of this. It gathers a sample of objects and then runs several, independent pieces of code (calls to different archives to retrieve light curves) on the full sample. The pipeline is parallelized by running workers that execute different pieces of code on the same object sample. - -### Distributed processing with Dask DataFrames -- basic concepts - -* Dask: - * Dask is a python library to manage parallel and distributed computing. Its responsibilities include: - * Farm out chunks of work (data + instructions) to be completed in the background. - * Manage the workers, the memory usage, etc. - * Collect and consolidate worker results and return them to the user. - -* Pandas DataFrames: - * There is no inherent size limit for a Pandas DataFrame other than the amount of RAM available. - * Some operations that are trivial on a small-ish DataFrame (e.g., sorting) become costly when the DataFrame is large. In addition to DataFrame size, an essential factor will be the quality and number of CPU. - -* Dask DataFrame: - * You can think of this as a wrapper for Pandas DataFrames: - * Pandas handles the actual data (in memory) and most of the computations. Each worker uses it's own Pandas DataFrame. - * Dask orchestrates the process. It tells each worker which chunk of the full dataset (which is not in memory) to use, and which Pandas operations to execute. - * The user gives instructions to Dask (by calling Dask methods), not to Pandas. - * There are Dask-equivalents of many Pandas methods, though they sometimes behave differently due to the need to handle very large datasets or datasets that are not in-memory. - * Performance implications to be aware of: - * The Dask DataFrame index can make a big difference in efficiency. For large datasets, it can be highly advantageous to determine the "right" index (based on the desired chunking and/or computations). Set and sort the index before performing the computations, and don't change it later on unless really necessary. - * (others?) - -## Additional Resources -* New to Python? - - * [Numpy Tutorials](https://numpy.org/numpy-tutorials/) - * [Scientific Python Lecture Notes](https://lectures.scientific-python.org/) - * [Python Data Science Handbook](https://jakevdp.github.io/PythonDataScienceHandbook/) -* [Guide to documenting python functions](https://developer.lsst.io/python/numpydoc.html#numpydoc-sections-in-docstrings) -* [Github](https://docs.github.com/en/get-started/quickstart) -* [Debugging](https://jakevdp.github.io/PythonDataScienceHandbook/01.06-errors-and-debugging.html#Debugging:-When-Reading-Tracebacks-Is-Not-Enough) -* Fornax is the collaboration of three NASA archives - * [IRSA](https://irsa.ipac.caltech.edu/frontpage/) - * [HEASARC](https://heasarc.gsfc.nasa.gov) - * [MAST](https://archive.stsci.edu) -* [Jupyterlab](https://jupyter.org) diff --git a/_sources/forced_photometry/README.md b/_sources/forced_photometry/README.md deleted file mode 100644 index a56efcf6..00000000 --- a/_sources/forced_photometry/README.md +++ /dev/null @@ -1,15 +0,0 @@ -# Multi-band forced photometry - -In this User Case we obtain multiwavelenght imaging data and run -automated forced photometry - - - -```{toctree} ---- -maxdepth: 1 ---- - -multiband_photometry - -``` \ No newline at end of file diff --git a/_sources/forced_photometry/multiband_photometry.md b/_sources/forced_photometry/multiband_photometry.md deleted file mode 100644 index a67e6f45..00000000 --- a/_sources/forced_photometry/multiband_photometry.md +++ /dev/null @@ -1,952 +0,0 @@ ---- -jupytext: - text_representation: - extension: .md - format_name: myst - format_version: 0.13 - jupytext_version: 1.15.2 -kernelspec: - display_name: Python 3 (ipykernel) - language: python - name: python3 ---- - -# Automated Multiband Forced Photometry on Large Datasets - - -## Learning Goals: -By the end of this tutorial, you will be able to: -- get catalogs and images from NASA archives in the cloud where possible -- measure fluxes at any location by running forced photometry using "The Tractor" -- employ parallel processing to make this as fast as possible -- cross match large catalogs -- plot results - -## Introduction: -This code performs photometry in an automated fashion at all locations in an input catalog on 4 bands of IRAC data from IRSA and 2 bands of Galex data from MAST. The resulting catalog is then cross-matched with a Chandra catalog from HEASARC to generate a multiband catalog to facilitate galaxy evolution studies. - -The code will run on 2 different science platforms and makes full use of multiple processors to optimize run time on large datasets. - -## Input: -- RA and DEC within COSMOS catalog -- desired catalog radius in arcminutes -- mosaics of that region for IRAC and Galex - -## Output: -- merged, multiband, science ready pandas dataframe -- IRAC color color plot for identifying interesting populations - -## Authors: -Jessica Krick, David Shupe, Marziye JafariYazani, Brigitta Sipőcz, Vandana Desai, Steve Groom, Troy Raen - - -## Acknowledgements: -Kristina Nyland for the workflow of the tractor wrapper.\ -MAST, HEASARC, & IRSA Fornax teams - - -## Imports - -## Non-standard Dependencies -- `tractor` code which does the forced photometry from Lang et al., 2016 -- `astroquery` to interface with archives APIs -- `astropy` to work with coordinates/units and data structures -- `skimage` to work with the images - -This cell will install the Python ones if needed: - -```{code-cell} ipython3 -# Uncomment the next line to install dependencies if needed. -# !pip install -r requirements_multiband_photometry.txt -``` - -```{code-cell} ipython3 -# standard lib imports - -import math -import time -import warnings -import concurrent.futures -import sys -import os -import re -import shutil -from typing import NamedTuple - -# Third party imports - -import numpy as np -import matplotlib.pyplot as plt -from skimage.transform import rotate -import pandas as pd -import seaborn as sns -import statsmodels -import mpld3 -from tqdm.auto import tqdm - -from astropy.nddata import Cutout2D -from astropy.io import fits -from astropy.table import Table -from astropy.coordinates import SkyCoord -import astropy.units as u - -from astroquery.ipac.irsa import Irsa -from astroquery.heasarc import Heasarc -from astroquery.mast import Observations -import pyvo - -# Local code imports -sys.path.append('code_src/') - -from display_images import display_images -import cutout -from exceptions import TractorError -import photometry -from plot_SED import plot_SED -from nway_write_header import nway_write_header -from photometry import Band -from photometry import lookup_img_pair -#from prepare_prf import prepare_prf - -# This code is to parse cloud access information; currently in `code_src`, eventually will be part of pyvo -import fornax - -# temporarily let the notebook start without tractor as a dependency -try: - from find_nconfsources import find_nconfsources -except ImportError: - print("tractor is missing") - pass - -# Add ~/.local/bin to path so executables installed with pip are available (needed for nway) -os.environ['PATH'] = f"{os.environ['HOME']}/.local/bin:{os.environ['PATH']}" - - -%matplotlib inline -``` - -## 1. Retrieve Initial Catalog from IRSA -- Automatically set up a catalog with ra, dec, photometric redshifts, fiducial band fluxes, & probability that it is a star -- Catalog we are using is COSMOS2015 (Laigle et al. 2016) -- Data exploration - -```{code-cell} ipython3 -#pull a COSMOS catalog from IRSA using pyVO - -#what is the central RA and DEC of the desired catalog -coords = SkyCoord('150.01d 2.2d', frame='icrs') #COSMOS center acording to Simbad - -#how large is the search radius, in arcmin -# full area of COSMOS is radius = 48' -# running this code on the full COSMOS area takes ~24 hours on a 128core server, therefore -# start with a manageable radius and increase as needed -radius = 0.5 * u.arcmin - - -#specify only select columns to limit the size of the catalog -cols = [ - 'ra', 'dec', 'id', 'Ks_FLUX_APER2', 'Ks_FLUXERR_APER2', 'PHOTOZ', 'SPLASH_1_MAG', - 'SPLASH_1_MAGERR', 'SPLASH_1_FLUX', 'SPLASH_1_FLUX_ERR', 'SPLASH_2_FLUX', - 'SPLASH_2_FLUX_ERR', 'SPLASH_3_FLUX', 'SPLASH_3_FLUX_ERR', 'SPLASH_4_FLUX', - 'SPLASH_4_FLUX_ERR', 'FLUX_GALEX_NUV', 'FLUX_GALEX_FUV', 'FLUX_CHANDRA_05_2', - 'FLUX_CHANDRA_2_10', 'FLUX_CHANDRA_05_10', 'ID_CHANDRA09 ', 'type', 'r_MAG_AUTO', - 'r_MAGERR_AUTO', 'FLUX_24', 'FLUXERR_24', 'MAG_GALEX_NUV', 'MAGERR_GALEX_NUV', - 'MAG_GALEX_FUV', 'MAGERR_GALEX_FUV' -] - -tap = pyvo.dal.TAPService('https://irsa.ipac.caltech.edu/TAP') -result = tap.run_sync(""" - SELECT {} - FROM cosmos2015 - WHERE CONTAINS(POINT('ICRS',ra, dec), CIRCLE('ICRS',{}, {}, {}))=1 - """.format(','.join(cols), coords.ra.value, coords.dec.value, radius.to(u.deg).value)) -cosmos_table = result.to_table() - - -print("Number of objects: ", len(cosmos_table)) -``` - -### 1a. Filter Catalog -- if desired could filter the initial catalog to only include desired sources - -```{code-cell} ipython3 -#an example of how to filter the catalog to -#select those rows with either chandra fluxes or Galex NUV fluxes - -#example_table = cosmos_table[(cosmos_table['flux_chandra_05_10']> 0) | (cosmos_table['flux_galex_fuv'] > 0)] -``` - -## 2. Retrieve Image Datasets from the Cloud - -+++ - -### Use the fornax cloud access API to obtain the IRAC data from the IRSA S3 bucket. - -Details here may change as the prototype code is being added to the appropriate libraries, as well as the data holding to the appropriate NGAP storage as opposed to IRSA resources. - -```{code-cell} ipython3 -# Getting the COSMOS address from the registry to follow PyVO user case approach. We could hardwire it. -image_services = pyvo.regsearch(servicetype='sia') -irsa_cosmos = [s for s in image_services if 'irsa' in s.ivoid and 'cosmos' in s.ivoid][0] - -# The search returns 11191 entries, but unfortunately we cannot really filter efficiently in the query -# itself (https://irsa.ipac.caltech.edu/applications/Atlas/AtlasProgramInterface.html#inputparam) -# to get only the Spitzer IRAC results from COSMOS as a mission. We will do the filtering in a next step before download. -cosmos_results = irsa_cosmos.search(coords).to_table() - -spitzer = cosmos_results[cosmos_results['dataset'] == 'IRAC'] -``` - -```{code-cell} ipython3 -# Temporarily add the cloud_access metadata to the Atlas response. -# This dataset has limited acces, thus 'region' should be used instead of 'open'. -# S3 access should be available from the daskhub and those who has their IRSA token set up. - -fname = spitzer['fname'] -spitzer['cloud_access'] = [(f'{{"aws": {{ "bucket_name": "irsa-mast-tike-spitzer-data",' - f' "region": "us-east-1",' - f' "access": "restricted",' - f' "key": "data/COSMOS/{fn}" }} }}') for fn in fname] -``` - -```{code-cell} ipython3 -# Adding function to download multiple files using the fornax API. -# Requires https://github.com/nasa-fornax/fornax-cloud-access-API/pull/4 -def fornax_download(data_table, data_subdirectory, access_url_column='access_url', - fname_filter=None, verbose=False): - working_dir = os.getcwd() - - data_directory = f"data/{data_subdirectory}" - os.chdir(data_directory) - for row in data_table: - if fname_filter is not None and fname_filter not in row['fname']: - continue - handler = fornax.get_data_product(row, 'aws', access_url_column=access_url_column, verbose=verbose) - temp_file = handler.download() - # on-prem download returns temp file path, s3 download downloads file - if temp_file: - shutil.move(temp_file, os.path.basename(row['fname'])) - - os.chdir(working_dir) -``` - -```{code-cell} ipython3 -fornax_download(spitzer, access_url_column='sia_url', fname_filter='go2_sci', - data_subdirectory='IRAC', verbose=False) -``` - -### Use IVOA image search and Fornax download to obtain Galex from the MAST archive - -```{code-cell} ipython3 -#the Galex mosaic of COSMOS is broken into 4 seperate images -#need to know which Galex image the targets are nearest to. -#make a new column in dataframe which figures this out - -#four centers for 1, 2, 3, 4 are -ra_center=[150.369,150.369,149.869,149.869] -dec_center=[2.45583,1.95583,2.45583,1.95583] - -galex = SkyCoord(ra = ra_center*u.degree, dec = dec_center*u.degree) -catalog = SkyCoord(ra = cosmos_table['ra'], dec = cosmos_table['dec']) -#idx, d2d, d3d = match_coordinates_sky(galex, catalog) #only finds the nearest one -#idx, d2d, d3d = galex.match_to_catalog_sky(catalog) #only finds the nearest one - -cosmos_table['COSMOS_01'] = galex[0].separation(catalog) -cosmos_table['COSMOS_02'] = galex[1].separation(catalog) -cosmos_table['COSMOS_03'] = galex[2].separation(catalog) -cosmos_table['COSMOS_04'] = galex[3].separation(catalog) - -#convert to pandas -df = cosmos_table.to_pandas() - -#which row has the minimum value of distance to the galex images -df['galex_image'] = df[['COSMOS_01','COSMOS_02','COSMOS_03','COSMOS_04']].idxmin(axis = 1) -``` - -```{code-cell} ipython3 -# 76k with 15arcmin diameter IRAC images -df.describe() -``` - -```{code-cell} ipython3 -# Assign the endpoint for the MAST Galex Simple Image Access service. -galex_sia_url = 'https://mast.stsci.edu/portal_vo/Mashup/VoQuery.asmx/SiaV1?MISSION=GALEX&' - -# Query the Galex SIA service using the COSMOS coordinates defined above. -query_result = pyvo.dal.sia.search(galex_sia_url, pos=coords, size=0.0) -galex_image_products = query_result.to_table() - -# Filter the products so we only download SCIENCE products with exposure time > 40000 -filtered_products = galex_image_products[(galex_image_products['timExposure'] > 40000.0)] -filtered_products = filtered_products[(filtered_products['productType'] == "SCIENCE")] - -# The column containing the on-prem access to fall back on if cloud is unavailable -access_url_column = query_result.fieldname_with_ucd('VOX:Image_AccessReference') - -# Download filtered products from AWS -download_subdir = 'Galex' -fornax_download(filtered_products, access_url_column=access_url_column, data_subdirectory=download_subdir) -``` - -```{code-cell} ipython3 -# Get the GALEX sky background fits files in addition to the mosaics -skybg_products = [] -skybkg_pattern = re.compile(r"COSMOS_0[1-4]-[fn]d-skybg") - -for row in galex_image_products: - if skybkg_pattern.search(row['name']): - skybg_products.append(row) - -# Download skybg products from AWS -download_subdir = 'Galex' -fornax_download(skybg_products, access_url_column=access_url_column, data_subdirectory=download_subdir) -``` - -```{code-cell} ipython3 -#make sure there aren't any troublesome rows in the catalog -#are there missing values in any rows? -df.isna().sum() - -#don't mind that there are missing values for some of the fluxes -#The rest of the rows are complete -``` - -```{code-cell} ipython3 -#out of curiosity how many of each type of source are in this catalog -#Type: 0 = galaxy, 1 = star, 2 = X-ray source, -9 is failure to fit -df.type.value_counts() -``` - -## 3. Run Forced Photometry -- Calculate a flux at a given position in 2 IRAC and 2 Galex bands - -+++ - -### 3a. Setup -- initialize data frame columns to hold the results -- collect the parameters for each band/channel -- collect the input images - -```{code-cell} ipython3 -# initialize columns in data frame for photometry results -cols = ["ch1flux", "ch1flux_unc", "ch2flux", "ch2flux_unc", "ch3flux", "ch3flux_unc", - "ch4flux", "ch4flux_unc", "ch5flux", "ch5flux_unc", "ch6flux", "ch6flux_unc"] -df[cols] = 0.0 - -# list to collect all the bands -all_bands = [] -``` - -```{code-cell} ipython3 -# IRAC channels - -irac_band_indexes = [ - 0, # ch1 - 1, # ch2 - 2, # ch3 - 3, # ch4 -] - -irac_fluxconversion = (1E12) / (4.254517E10) * (0.6) *(0.6) - -irac_mosaic_pix_scale = 0.6 - -irac_cutout_width = 10 # in arcseconds, taken from Nyland et al. 2017 - -irac_prfs = [ - fits.open('data/IRAC/PRF_IRAC_ch1.fits')[0].data, - fits.open('data/IRAC/PRF_IRAC_ch2.fits')[0].data, - fits.open('data/IRAC/PRF_IRAC_ch3.fits')[0].data, - fits.open('data/IRAC/PRF_IRAC_ch4.fits')[0].data, -] - -# zip parameters for each band into a container and append to the master list -irac_bands = [ - Band( - idx, prf, irac_cutout_width, irac_fluxconversion, irac_mosaic_pix_scale - ) - for idx, prf in zip(irac_band_indexes, irac_prfs) -] -all_bands += irac_bands -``` - -```{code-cell} ipython3 -# GALEX bands - -galex_band_indexes = [ - 4, # nuv - 5, # fuv -] - -galex_cutout_width = 40 - -galex_fluxconversions = [ - 3.373E1, # uJy. fudging this to make the numbers bigger for plotting later - 1.076E2, # uJy. fudging this to make the numbers bigger for plotting later -] - -galex_mosaic_pix_scale = 1.5 - -prf_nuv = fits.open("data/Galex/PSFnuv_faint.fits")[0].data -prf_fuv = fits.open("data/Galex/PSFfuv.fits")[0].data -prf_nuv = prf_nuv[0:119, 0:119] -prf_fuv = prf_fuv[0:119, 0:119] - -#these are much larger than the cutouts we are using, so only keep the central region which is the size of our cutouts -ngalex_pix = galex_cutout_width / galex_mosaic_pix_scale -prf_cen = int(60) -prf_nuv = prf_nuv[(prf_cen - int(ngalex_pix / 2) - 1) : (prf_cen + int(ngalex_pix / 2)), - (prf_cen - int(ngalex_pix / 2) - 1) : (prf_cen + int(ngalex_pix / 2))] -prf_fuv = prf_fuv[(prf_cen - int(ngalex_pix / 2) - 1) : (prf_cen + int(ngalex_pix / 2)), - (prf_cen - int(ngalex_pix / 2) - 1) : (prf_cen + int(ngalex_pix / 2))] -galex_prfs = [prf_nuv, prf_fuv] - -# zip parameters for each band into a container and append to the master list -galex_bands = [ - Band( - idx, prf, galex_cutout_width, flux_conv, galex_mosaic_pix_scale - ) - for idx, prf, flux_conv in zip(galex_band_indexes, galex_prfs, galex_fluxconversions) -] -all_bands += galex_bands -``` - -```{code-cell} ipython3 -#Collect input images -# collect the files in pairs: (science image, sky-background image) -# if the same file should be used for both, just send it once -sci_bkg_pairs = [ - # IRAC. use the science image to calculate the background - ('data/IRAC/irac_ch1_go2_sci_10.fits', ), - ('data/IRAC/irac_ch2_go2_sci_10.fits', ), - ('data/IRAC/irac_ch3_go2_sci_10.fits', ), - ('data/IRAC/irac_ch4_go2_sci_10.fits', ), - # GALEX. calculate the background from a dedicated file - ('data/Galex/COSMOS_01-nd-int.fits.gz', 'data/Galex/COSMOS_01-nd-skybg.fits.gz'), - ('data/Galex/COSMOS_01-fd-int.fits.gz', 'data/Galex/COSMOS_01-fd-skybg.fits.gz'), - ('data/Galex/COSMOS_02-nd-int.fits.gz', 'data/Galex/COSMOS_02-nd-skybg.fits.gz'), - ('data/Galex/COSMOS_02-fd-int.fits.gz', 'data/Galex/COSMOS_02-fd-skybg.fits.gz'), - ('data/Galex/COSMOS_03-nd-int.fits.gz', 'data/Galex/COSMOS_03-nd-skybg.fits.gz'), - ('data/Galex/COSMOS_03-fd-int.fits.gz', 'data/Galex/COSMOS_03-fd-skybg.fits.gz'), - ('data/Galex/COSMOS_04-nd-int.fits.gz', 'data/Galex/COSMOS_04-nd-skybg.fits.gz'), - ('data/Galex/COSMOS_04-fd-int.fits.gz', 'data/Galex/COSMOS_04-fd-skybg.fits.gz'), -] -``` - -### 3b. Main Function to do the Forced Photometry - -```{code-cell} ipython3 -def calc_instrflux(band, ra, dec, stype, ks_flux_aper2, img_pair, df): - """ - Calculate single-band instrumental fluxes and uncertainties at the given ra, dec - using tractor. - - Parameters: - ----------- - band : `Band` - Collection of parameters for a single band. - A `Band` is a named tuple with the following attributes: - idx : int - Identifier for the band/channel. - (integer in [0, 1, 2, 3, 4, 5] for the four IRAC bands and two Galex bands) - prf : np.ndarray - Point spread function for the band/channel. - cutout_width : int - width of desired cutout in arcseconds - flux_conv : float - factor used to convert tractor result to microjanskies - mosaic_pix_scale : float - Pixel scale of the image - ra, dec : float - celestial coordinates for measuring photometry - stype : int - 0, 1, 2, -9 for star, galaxy, x-ray source - ks_flux_aper_2 : float - flux in aperture 2 - img_pair : tuple - Pair of images for science and background respectively. - If the tuple only contains one element it will serve double duty. - A tuple element can be a `fits.ImageHDU` or the path to a FITS file as a `str`. - df : pd.DataFrame - Source catalog. - Previous arguments (ra, dec, stype, ks_flux_aper_2) come from a single row of this df. - However, we must also pass the entire dataframe in order to find nearby sources which are possible contaminates. - - Returns: - -------- - outband : int - reflects the input band index for identification purposes - flux : float - Measured flux in microJansky. - NaN if the forced photometery failed. - flux_unc : float - Flux uncertainty in microJansky, calculated from the tractor results. - NaN if the forced photometery failed or if tractor didn't report a flux variance. - """ - # cutout a small region around the object of interest - subimage, bkgsubimage, x1, y1, subimage_wcs = cutout.extract_pair( - ra, dec, img_pair=img_pair, cutout_width=band.cutout_width, mosaic_pix_scale=band.mosaic_pix_scale - ) - - # find nearby sources that are possible contaminants - objsrc, nconfsrcs = find_nconfsources( - ra, dec, stype, ks_flux_aper2, x1, y1, band.cutout_width, subimage_wcs, df - ) - - # estimate the background - skymean, skynoise = photometry.calc_background(bkgsubimage=bkgsubimage) - - # do the forced photometry - # if tractor fails to converge, just return NaNs - try: - flux_var = photometry.run_tractor( - subimage=subimage, prf=band.prf, objsrc=objsrc, skymean=skymean, skynoise=skynoise - ) - except TractorError: - return (band.idx, np.nan, np.nan) - - # convert the results - microJy_flux, microJy_unc = photometry.interpret_tractor_results( - flux_var=flux_var, flux_conv=band.flux_conv, objsrc=objsrc, nconfsrcs=nconfsrcs - ) - - return (band.idx, microJy_flux, microJy_unc) -``` - -### 3c. Calculate Forced Photometry with Straightforward but Slow Method -- no longer in use but keeping to demonstrate this capability\ -as well as the increase in speed when going to parallelization - -```{raw-cell} -%%time -#do the calculation without multiprocessing for benchmarking - -#make a copy for parallel computation -pl_df = df.copy(deep=True) - -t0 = time.time() -#for each object -for row in df.itertuples(): - #for each band - for band in range(6): - #measure the flux with tractor - outband, flux, unc = calc_instrflux(band, row.ra, row.dec, row.type, row.ks_flux_aper2) - #put the results back into the dataframe - df.loc[row.Index, 'ch{:d}flux'.format(outband+1)] = flux - df.loc[row.Index, 'ch{:d}flux_unc'.format(outband+1)] = unc - #print(row.ra, row.dec, row.type, row.ks_flux_aper2, band+1, - # outband, flux, unc) -t1 = time.time() - - -#10,000 sources took 1.5 hours with this code on the IPAC SP -``` - -### 3d. Calculate Forced Photometry - Parallelization -- Parallelization: we can either interate over the rows of the dataframe and run the four bands in parallel; or we could zip together the row index, band, ra, dec, - -```{code-cell} ipython3 -paramlist = [] -for row in df.itertuples(): - for band in all_bands: - img_pair = lookup_img_pair(sci_bkg_pairs, band.idx, row.galex_image) # file paths only - paramlist.append( - [row.Index, band, row.ra, row.dec, row.type, row.ks_flux_aper2, img_pair, df] - ) -print('paramlist: ', len(paramlist)) -``` - -```{code-cell} ipython3 -#proove we can do this for one object -calc_instrflux(*paramlist[0][1:]) - -#same thing, different syntax -# calc_instrflux(paramlist[0][1], paramlist[0][2], paramlist[0][3], paramlist[0][4], paramlist[0][5], paramlist[0][6]) -``` - -```{code-cell} ipython3 -#wrapper to measure the photometry on a single object, single band -def calculate_flux(args): - """Calculate flux.""" - val = calc_instrflux(*args[1:]) - # add simple logging - if (args[0] % 100) == 0 and val[0] == 0: - with open('output/output.log', 'a') as fp: fp.write(f'{args[0]}\n') - return(args[0], val) -``` - -```{code-cell} ipython3 -# if results were previously saved to this location, load them -# else start a pool of workers to calculate results in parallel, and save them here -fname = f'output/results_{radius.value}.npz' - -if os.path.exists(fname): - results = np.load(fname, allow_pickle=True)['results'] - -else: - from multiprocessing import Pool - t0 = time.time() - with open('output/output.log', 'w') as fp: fp.write('') - with Pool() as pool: - results = pool.map(calculate_flux, paramlist) - dtime = time.time() - t0 - np.savez(fname, results=np.array(results, dtype=object)) - print(f'Parallel calculation took {dtime} seconds') -``` - -```{code-cell} ipython3 -## put the results into the main daraframe -for res in results: - idx,(ich, val, err) = res - df.loc[idx, f'ch{ich+1}flux'] = val - df.loc[idx, f'ch{ich+1}flux_unc'] = err -``` - -```{code-cell} ipython3 -#Count the number of non-zero ch1 fluxes -print('Parallel calculation: number of ch1 fluxes filled in =', - np.sum(df.ch1flux > 0)) -``` - -### 3e. Cleanup - -```{code-cell} ipython3 -#had to call the galex flux columns ch5 and ch6 -#fix that by renaming them now -cols = {'ch5flux':'nuvflux', 'ch5flux_unc':'nuvflux_unc','ch6flux':'fuvflux', 'ch6flux_unc':'fuvflux_unc'} -df.rename(columns=cols, inplace = True) -``` - -```{code-cell} ipython3 -#When doing a large run of a large area, save the dataframe with the forced photometry -# so we don't have to do the forced photometry every time - -df.to_pickle(f'output/COSMOS_{radius.value}arcmin.pkl') -``` - -```{code-cell} ipython3 -#If you are not runnig the forced photometry, then read in the catalog from a previous run - -#df = pd.read_pickle('output/COSMOS_48.0arcmin.pkl') -``` - -### 3f. Plot to Confirm our Photometry Results -- compare to published COSMOS 2015 catalog - -```{code-cell} ipython3 -%%time -#plot tractor fluxes vs. catalog splash fluxes -#should see a straightline with a slope of 1 - -#setup to plot -fig, ((ax1, ax2), (ax3, ax4)) = plt.subplots(2, 2) -fluxmax = 200 -ymax = 100 -xmax = 100 -#ch1 -#first shrink the dataframe to only those rows where I have tractor photometry -df_tractor = df[(df.splash_1_flux> 0) & (df.splash_1_flux < fluxmax)] #200 -#sns.regplot(data = df_tractor, x = "splash_1_flux", y = "ch1flux", ax = ax1, robust = True) -sns.scatterplot(data = df_tractor, x = "splash_1_flux", y = "ch1flux", ax = ax1) - -#add a diagonal line with y = x -lims = [ - np.min([ax1.get_xlim(), ax1.get_ylim()]), # min of both axes - np.max([ax1.get_xlim(), ax1.get_ylim()]), # max of both axes -] - -# now plot both limits against eachother -ax1.plot(lims, lims, 'k-', alpha=0.75, zorder=0) -ax1.set(xlabel = 'COSMOS 2015 flux ($\mu$Jy)', ylabel = 'tractor flux ($\mu$Jy)', title = 'IRAC 3.6') -ax1.set_ylim([0, ymax]) -ax1.set_xlim([0, xmax]) - - -#ch2 -#first shrink the dataframe to only those rows where I have tractor photometry -df_tractor = df[(df.splash_2_flux> 0) & (df.splash_2_flux < fluxmax)] -#sns.regplot(data = df_tractor, x = "splash_2_flux", y = "ch2flux", ax = ax2, robust = True) -sns.scatterplot(data = df_tractor, x = "splash_2_flux", y = "ch2flux", ax = ax2) - -#add a diagonal line with y = x -lims = [ - np.min([ax2.get_xlim(), ax2.get_ylim()]), # min of both axes - np.max([ax2.get_xlim(), ax2.get_ylim()]), # max of both axes -] - -# now plot both limits against eachother -ax2.plot(lims, lims, 'k-', alpha=0.75, zorder=0) -ax2.set(xlabel = 'COSMOS 2015 flux ($\mu$Jy)', ylabel = 'tractor flux ($\mu$Jy)', title = 'IRAC 4.5') -ax2.set_ylim([0, ymax]) -ax2.set_xlim([0, xmax]) - - -#ch3 -#first shrink the dataframe to only those rows where I have tractor photometry -df_tractor = df[(df.splash_3_flux> 0) & (df.splash_3_flux < fluxmax)] - -#sns.regplot(data = df_tractor, x = "splash_3_flux", y = "ch3flux", ax = ax3, robust = True) -sns.scatterplot(data = df_tractor, x = "splash_3_flux", y = "ch3flux", ax = ax3) - -#add a diagonal line with y = x -lims = [ - np.min([ax3.get_xlim(), ax3.get_ylim()]), # min of both axes - np.max([ax3.get_xlim(), ax3.get_ylim()]), # max of both axes -] - -# now plot both limits against eachother -ax3.plot(lims, lims, 'k-', alpha=0.75, zorder=0) -ax3.set(xlabel = 'COSMOS 2015 flux ($\mu$Jy)', ylabel = 'tractor flux ($\mu$Jy)', title = 'IRAC 5.8') -ax3.set_ylim([0, ymax]) -ax3.set_xlim([0, xmax]) - - -#ch4 -#first shrink the dataframe to only those rows where I have tractor photometry -df_tractor = df[(df.splash_4_flux> 0) & (df.splash_4_flux < fluxmax)] - -#sns.regplot(data = df_tractor, x = "splash_4_flux", y = "ch4flux", ax = ax4, robust = True) -sns.scatterplot(data = df_tractor, x = "splash_4_flux", y = "ch4flux", ax = ax4) - -#add a diagonal line with y = x -lims = [ - np.min([ax4.get_xlim(), ax4.get_ylim()]), # min of both axes - np.max([ax4.get_xlim(), ax4.get_ylim()]), # max of both axes -] - -# now plot both limits against eachother -ax4.plot(lims, lims, 'k-', alpha=0.75, zorder=0) -ax4.set(xlabel = 'COSMOS 2015 flux ($\mu$Jy)', ylabel = 'tractor flux ($\mu$Jy)', title = 'IRAC 8.0') -ax4.set_ylim([0, ymax]) -ax4.set_xlim([0, xmax]) - - -plt.tight_layout() - -fig.subplots_adjust( hspace=0.5) -fig.set_size_inches(8, 12) - -#plt.savefig('output/flux_comparison.png') -``` - -Tractor is working for IRAC; Comparison of tractor derived fluxes with COSMOS 2015 fluxes for all four Spitzer IRAC channels. Blue points represent each object from the subset of the COSMOS 2015 catalog. The blue line is a linear regression robust fit to the data with uncertainties shown as the light blue wedge. The black line is a y = x line plotted to guide the eye. - -+++ - -## 4. Cross Match our New Photometry Catalog with an X-ray archival Catalog -We are using `nway` as the tool to do the cross match (Salvato et al. 2017). -`nway` expects input as two fits table files and outputs a third table file with all the possible matches and their probabilities of being the correct match. We then sort that catalog and take only the best matches to be the true matches. - -+++ - -### 4a. Retrieve the HEASARC Catalog - -```{code-cell} ipython3 -#first get an X-ray catalog from Heasarc -heasarc = Heasarc() -table = heasarc.query_mission_list() -mask = (table['Mission'] =="CHANDRA") -chandratable = table[mask] - -#find out which tables exist on Heasarc -#chandratable.pprint(max_lines = 200, max_width = 130) - -#want ccosmoscat -mission = 'ccosmoscat' -#coords already defined above where I pull the original COSMOS catalog -ccosmoscat_rad = 1 #radius of chandra cosmos catalog -ccosmoscat = heasarc.query_region(coords, mission=mission, radius='1 degree', resultmax = 5000, fields = "ALL") -``` - -### 4b. Run `nway` to do the Cross-Match - -```{code-cell} ipython3 -#setup: - -#astropy doesn't recognize capitalized units -#so there might be some warnings here on writing out the file, but we can safely ignore those - -#need to make the chandra catalog into a fits table -#and needs to include area of the survey. -nway_write_header('data/Chandra/COSMOS_chandra.fits', 'CHANDRA', float(ccosmoscat_rad**2) ) - - -#also need to transform the main pandas dataframe into fits table for nway -#make an index column for tracking later -df['ID'] = range(1, len(df) + 1) - -#need this to be a fits table and needs to include area of the survey. -rad_in_arcmin = radius.value #units attached to this are confusing nway down the line -nway_write_header('data/multiband_phot.fits', 'OPT', float((2*rad_in_arcmin/60)**2) ) -``` - -```{code-cell} ipython3 -%%bash - -# call nway -nway.py 'data/Chandra/COSMOS_chandra.fits' :ERROR_RADIUS 'data/multiband_phot.fits' 0.1 --out=data/Chandra/chandra_multiband.fits --radius 15 --prior-completeness 0.9 -``` - -```{code-cell} ipython3 -#Clean up the cross match results and merge them back into main pandas dataframe - -#read in the nway matched catalog -xmatch = Table.read('data/Chandra/chandra_multiband.fits', hdu = 1) -df_xmatch = xmatch.to_pandas() - -#manual suggests that p_i should be greater than 0.1 for a pure catalog. -#The matched catalog has multiple optical associations for some of the XMM detections. -#simplest thing to do is only keep match_flag = 1 -matched = df_xmatch.loc[(df_xmatch['p_i']>=0.1) & df_xmatch['match_flag']==1] - -#merge this info back into the df_optical dataframe. -merged = pd.merge(df, matched, 'outer',left_on='ID', right_on = 'OPT_ID') - -#remove all the rows which start with "OPT" because they are duplications of the original catalog -merged = merged.loc[:, ~merged.columns.str.startswith('OPT')] - -#somehow the matching is giving negative fluxes in the band where there is no detection -#if there is a detection in the other band -#clean that up to make those negative fluxes = 0 - -merged.loc[merged['flux_chandra_2_10'] < 0, 'flux_chandra_2_10'] = 0 -merged.loc[merged['flux_chandra_05_2'] < 0, 'flux_chandra_05_2'] = 0 -``` - -```{code-cell} ipython3 -#How many Chandra sources are there? -#How many Galex sources are there? - -#make a new column which is a bool of existing chandra measurements -merged['cosmos_chandra_detect'] = 0 -merged.loc[merged.flux_chandra_2_10 > 0,'cosmos_chandra_detect']=1 - -#make one for Galex too -merged['galex_detect'] = 0 -merged.loc[merged.flux_galex_nuv > 0,'galex_detect']=1 - -#make chandra hardness ratio column: -#hard = 'flux_chandra_2_10', soft = flux_chandra_05_2, HR = (H-S)/(H+S) -merged['chandra_HR'] = (merged['flux_chandra_2_10'] - merged['flux_chandra_05_2']) / (merged['flux_chandra_2_10'] + merged['flux_chandra_05_2']) - - -print('number of Chandra detections =',np.sum(merged.cosmos_chandra_detect > 0)) -print('number of Galex detections =',np.sum(merged.galex_detect > 0)) -``` - -## 5. Plot Final Results -- We want to understand something about populations based on their colors - -```{code-cell} ipython3 -#IRAC color color plots akin to Lacy et al. 2004 -#overplot galex sources -#overplot xray sources - -#first select on 24 micron -merged_24 = merged[(merged.flux_24 >= 0)].copy() - -#negative Galex fluxes are causing problems, so set those to zero -merged_24.loc[merged_24.fuvflux < 0, 'fuvflux'] = 0 -merged_24.loc[merged_24.nuvflux < 0, 'nuvflux'] = 0 - -#make color columns -merged_24['F5.8divF3.6'] = merged_24.ch3flux / merged_24.ch1flux -merged_24['F8.0divF4.5'] = merged_24.ch4flux / merged_24.ch2flux - -#detected in all IRAC bands -merged_allirac = merged_24[(merged_24['F8.0divF4.5'] > 0) & (merged_24['F5.8divF3.6'] > 0)] - -#plot all the points -fig, ax = plt.subplots() -sns.scatterplot(data = merged_allirac, x = 'F5.8divF3.6', y = 'F8.0divF4.5', - ax = ax, alpha = 0.5, label = 'all') - -#plot only those points with Galex detections -galex_detect = merged_allirac[merged_allirac.galex_detect > 0] -sns.scatterplot(data = galex_detect, x = 'F5.8divF3.6', y = 'F8.0divF4.5', - ax = ax, alpha = 0.5, label = 'Galex detect') - -#plot only those points with chandra detections -chandra_detect = merged_allirac[merged_allirac.cosmos_chandra_detect > 0] -sns.scatterplot(data = chandra_detect, x = 'F5.8divF3.6', y = 'F8.0divF4.5', - ax = ax, label = 'Chandra detect') - - - -ax.set(xscale="log", yscale="log") -ax.set_ylim([0.1, 10]) -ax.set_xlim([0.1, 10]) - -ax.set(xlabel = 'log F5.8/F3.6', ylabel = 'log F8.0/F4.5') -ax.legend(loc='lower right') -plt.title('IRAC Color Color Plot') -``` - -This figure shows an IRAC color color plot akin to the seminal work by Lacy et al. 2004. Points are color coded for those with Galex UV detections and those with Chandra x-ray detections. Note that the different populations are seperating out in this color color space. - -```{code-cell} ipython3 -#UV IR color color plot akin to Bouquin et al. 2015 -fig, ax = plt.subplots() -merged['FUV-NUV'] = merged.mag_galex_fuv - merged.mag_galex_nuv -merged['NUV-3.6'] = merged.mag_galex_nuv - merged.splash_1_mag - - -#plot all the points -#sns.scatterplot(data = merged, x = 'NUV-3.6', y = 'FUV-NUV', -# ax = ax, alpha = 0.5) - -#plot only those points with Galex detections -galex_detect = merged[merged.galex_detect > 0] -sns.kdeplot(data = galex_detect, x = 'NUV-3.6', y = 'FUV-NUV', - ax = ax, fill = True, levels = 15)#scatterplot , alpha = 0.5 - -#plot only those points with chandra detections -#now with color coding Chandra sources by hardness ratio a la Moutard et al. 2020 -chandra_detect = merged[merged.cosmos_chandra_detect > 0] -sns.scatterplot(data = chandra_detect, x = 'NUV-3.6', y = 'FUV-NUV', - ax = ax, hue= 'chandra_HR',palette="flare") - -#whew that legend for the hue is terrible -#try making it into a colorbar outside the plot instead -norm = plt.Normalize(merged['chandra_HR'].min(), merged['chandra_HR'].max()) -sm = plt.cm.ScalarMappable(cmap="flare", norm=norm) -sm.set_array([]) - -# Remove the legend and add a colorbar -ax.get_legend().remove() -ax.figure.colorbar(sm) - -#ax.set(xscale="log", yscale="log") -ax.set_ylim([-0.5, 3.5]) -ax.set_xlim([-1, 7]) - -ax.set(xlabel = 'NUV - [3.6]', ylabel = 'FUV - NUV') -#plt.legend([],[], frameon=False) - -#fig.savefig("output/color_color.png") -#mpld3.display(fig) -``` - -We extend the works of Bouquin et al. 2015 and Moutard et al. 2020 by showing a GALEX - Spitzer color color diagram over plotted with Chandra detections. Blue galaxies in these colors are generated by O and B stars and so must currently be forming stars. We find a tight blue cloud in this color space identifying those star forming galaxies. Galaxies off of the blue cloud have had their star formation quenched, quite possibly by the existence of an AGN through removal of the gas reservoir required for star formation. Chandra detected galaxies host AGN, and while those are more limited in number, can be shown here to be a hosted by all kinds of galaxies, including quiescent galaxies which would be in the upper right of this plot. This likely implies that AGN are indeed involved in quenching star formation. Additionally, we show the Chandra hardness ratio (HR) color coded according to the vertical color bar on the right side of the plot. Those AGN with higher hardness ratios have their soft x-ray bands heavily obscured and appear to reside preferentially toward the quiescent galaxies. - -+++ - -## References - -This work made use of: - -- Astroquery; Ginsburg et al., 2019, 2019AJ....157...98G - -- Astropy; Astropy Collaboration 2022, Astropy Collaboration 2018, Astropy Collaboration 2013, 2022ApJ...935..167A, 2018AJ....156..123A, 2013A&A...558A..33A - -- The Tractor; Lang et al. 2016, 2016AJ....151...36L - -- Nyland et al. 2017 , 2017ApJS..230....9N - -- Salvato et al. 2018, 2018MNRAS.473.4937S - -- Laigle et al. 2016, 2016ApJS..224...24L - -```{code-cell} ipython3 - -``` diff --git a/_sources/index.md b/_sources/index.md deleted file mode 100644 index f13b8341..00000000 --- a/_sources/index.md +++ /dev/null @@ -1,30 +0,0 @@ -# The Fornax Initiative - -NASA Astrophysics is developing the Fornax Initiative, a cloud-based system that -brings together data, software, and computing so that researchers can focus on science. - - -## Tutorial Notebooks - -```{toctree} ---- -maxdepth: 2 -caption: Tutorial Notebooks ---- - -forced_photometry/README -light_curves/README -``` - - -## User Documentation - -```{toctree} ---- -maxdepth: 2 -caption: User Documentation ---- - -documentation/README - -``` \ No newline at end of file diff --git a/_sources/light_curves/ML_AGNzoo.md b/_sources/light_curves/ML_AGNzoo.md deleted file mode 100644 index a8793b29..00000000 --- a/_sources/light_curves/ML_AGNzoo.md +++ /dev/null @@ -1,933 +0,0 @@ ---- -jupytext: - text_representation: - extension: .md - format_name: myst - format_version: 0.13 - jupytext_version: 1.16.4 -kernelspec: - display_name: science_demo - language: python - name: conda-env-science_demo-py ---- - -# AGN Zoo: Comparison of AGN selected with different metrics - -By the IPAC Science Platform Team, last edit: Feb 16th, 2024 - - - - -## Learning Goals - -By the end of this tutorial, you will: -``` -- Work with multi-band lightcurve data -- Learn high dimensional manifold of light curves with UMAPs and SOMs -- Visualize and compare different samples on reduced dimension projections/grids -``` - - -## Introduction - -Active Galactic Nuclei (AGNs), some of the most powerful sources in the universe, emit a broad range of electromagnetic radiation, from radio waves to gamma rays. Consequently, there is a wide variety of AGN labels depending on the identification/selection scheme and the presence or absence of certain emissions (e.g., Radio loud/quiet, Quasars, Blazars, Seiferts, Changing looks). According to the unified model, this zoo of labels we see depend on a limited number of parameters, namely the viewing angle, the accretion rate, presence or lack of jets, and perhaps the properties of the host/environment (e.g., [Padovani et al. 2017](https://arxiv.org/pdf/1707.07134.pdf)). Here, we collect archival photometry and labels from the literature to compare how some of these different labels/selection schemes compare. - -We use manifold learning and dimensionality reduction to learn the distribution of AGN lightcurves observed with different facilities. We mostly focus on UMAP ([Uniform Manifold Approximation and Projection, McInnes 2020](https://arxiv.org/pdf/1802.03426.pdf)) but also show SOM ([Self organizing Map, Kohonen 1990](https://ieeexplore.ieee.org/document/58325)) examples. The reduced 2D projections from these two unsupervised ML techniques reveal similarities and overlaps of different selection techniques. Coloring the projections with various statistical physical properties (e.g., mean brightness, fractional lightcurve variation) is informative of correlations of the selections technique with physics such as AGN variability. Using different parts of the EM in training (or in building the initial higher dimensional manifold) demonstrates how much information if any is in that part of the data for each labeling scheme, for example whether with ZTF optical light curves alone, we can identify sources with variability in WISE near IR bands. These techniques also have a potential for identifying targets of a specific class or characteristic for future follow up observations. - -### Runtime -As of 2024 September, this notebook takes ~160s to run to completion (after installs and imports) on Fornax using the ‘Astrophysics Default Image’ environment and the ‘Large’ server with 16GB RAM/ 4CPU. - -## Imports -Here are the libraries used in this network. They are also mostly mentioned in the requirements in case you don't have them installed. -- *sys* and *os* to handle file names, paths, and directories -- *numpy* and *pandas* to handle array functions -- *matplotlib* *pyplot* and *cm* for plotting data -- *astropy.io fits* for accessing FITS files -- *astropy.table Table* for creating tidy tables of the data -- *ML_utils* for reading in and prepreocessing of lightcurve data -- *umap* and *sompy* for manifold learning, dimensionality reduction and visualization - -This cell will install them if needed: - -```{code-cell} ipython3 -# Uncomment the next line to install dependencies if needed. -# !pip install -r requirements_ML_AGNzoo.txt -``` - -```{code-cell} ipython3 -import sys - -import astropy.units as u -from astropy.table import Table -import matplotlib.pyplot as plt -from matplotlib.colors import LinearSegmentedColormap -from mpl_toolkits.axes_grid1 import make_axes_locatable - -import numpy as np -import pandas as pd -sys.path.append('code_src/') -from ML_utils import (unify_lc, unify_lc_gp, stat_bands, autopct_format, combine_bands, - normalize_clipmax_objects, shuffle_datalabel, dtw_distance, - stretch_small_values_arctan, translate_bitwise_sum_to_labels, update_bitsums) -from collections import Counter,OrderedDict - -import umap - -# using the SOMPY package from https://github.com/sevamoo/SOMPY -from sompy import * - -import logging - -# Get the root logger -logger = logging.getLogger() -logger.setLevel(logging.WARNING) - -plt.style.use('bmh') -colors = [ - "#3F51B5", # Ultramarine Blue - "#003153", # Prussian Blue - "#0047AB", # Cobalt Blue - "#40826D", # Viridian Green - "#50C878", # Emerald Green - "#FFEA00", # Chrome Yellow - "#CC7722", # Yellow Ochre - "#E34234", # Vermilion - "#E30022", # Cadmium Red - "#D68A59", # Raw Sienna - "#8A360F", # Burnt Sienna - "#826644", # Raw Umber -] - -custom_cmap = LinearSegmentedColormap.from_list("custom_theme", colors[1:]) -``` - -## 1) Loading data -Here we load a parquet file of light curves generated using the light_curve_generator notebook in this same GitHub repo. With that light_curve_generator notebook, you can build your favorite sample from different sources in the literature and grab the data from archives of interest. This sample contains both spatial coordinates and categorical labels for each AGN. The labels are generated by a bitwise addition of a set of binary indicators. Each binary indicator corresponds to the AGN's membership in various categories, such as being an SDSS_QSO or a WISE_Variable. For example, an AGN that is both an SDSS_QSO, a WISE_Variable, and also shows 'Turn_on' characteristics, would have a label calculated by combining these specific binary indicators using bitwise addition. - -```{code-cell} ipython3 -%%bash - -# To download the data file containing the light curves from Googledrive -gdown 1gb2vWn0V2unstElGTTrHIIWIftHbXJvz -O ./data/df_lc_020724.parquet.gzip -``` - -```{code-cell} ipython3 -df_lc = pd.read_parquet('data/df_lc_020724.parquet.gzip') - -# remove 64 for SPIDER only as its too large compared to the rest of the labels -df_lc = df_lc[df_lc.index.get_level_values('label') != '64'] -# remove all bitwise sums that had 64 in them -df_lc = update_bitsums(df_lc) -``` - -```{code-cell} ipython3 -df_lc -``` - -### 1.1) What is in this sample - -To effectively undertake machine learning (ML) in addressing a specific question, it's imperative to have a clear understanding of the data we'll be utilizing. This understanding aids in selecting the appropriate ML approach and, critically, allows for informed and necessary data preprocessing. For example whether a normalization is needed, and what band to choose for normalization. - -```{code-cell} ipython3 -objid = df_lc.index.get_level_values('objectid')[:].unique() -seen = Counter() - -for (objectid, label), singleobj in df_lc.groupby(level=["objectid", "label"]): - bitwise_sum = int(label) - active_labels = translate_bitwise_sum_to_labels(bitwise_sum) - seen.update(active_labels) -# changing order of labels in dictionary only for text to be readable on the plot -key_order = ('SDSS_QSO', 'SPIDER_AGN', 'SPIDER_BL', 'SPIDER_QSOBL', 'SPIDER_AGNBL', - 'WISE_Variable', 'Optical_Variable', 'Galex_Variable', 'Turn-on', 'Turn-off', 'TDE') -new_queue = OrderedDict() -for k in key_order: - new_queue[k] = seen[k] - -plt.figure(figsize=(8, 8)) -plt.title(r'Sample consists of:', size=15) -h = plt.pie(new_queue.values(), labels=new_queue.keys(), autopct=autopct_format(new_queue.values()), - textprops={'fontsize': 15}, startangle=30, labeldistance=1.1, - wedgeprops={'linewidth': 3, 'edgecolor': 'white'}, colors=colors) -``` - -In this particular example, the largest subsamples of AGNs, all with a criteria on redshift (z<1), are from the optical spectra by the [SDSS quasar sample DR16Q](https://www.sdss4.org/dr17/algorithms/qso_catalog/), the value added SDSS spectra from [SPIDERS](https://www.sdss.org/dr18/bhm/programs/spiders/), and a subset of AGNs selected in MIR WISE bands based on their variability ([csv in data folder credit RChary](https://ui.adsabs.harvard.edu/abs/2019AAS...23333004P/abstract)). We also include some smaller samples from the literature to see where they sit compared to the rest of the population and if they are localized on the 2D projection. These include the Changing Look AGNs from the literature (e.g., [LaMassa et al. 2015](https://ui.adsabs.harvard.edu/abs/2015ApJ...800..144L/abstract), [Lyu et al. 2022](https://ui.adsabs.harvard.edu/abs/2022ApJ...927..227L/abstract), [Hon et al. 2022](https://ui.adsabs.harvard.edu/abs/2022MNRAS.511...54H/abstract)), a sample which showed variability in Galex UV images ([Wasleske et al. 2022](https://ui.adsabs.harvard.edu/abs/2022ApJ...933...37W/abstract)), a sample of variable sources identified in optical Palomar observarions ([Baldassare et al. 2020](https://ui.adsabs.harvard.edu/abs/2020ApJ...896...10B/abstract)), and the optically variable AGNs in the COSMOS field from a three year program on VLT([De Cicco et al. 2019](https://ui.adsabs.harvard.edu/abs/2019A%26A...627A..33D/abstract)). We also include 30 Tidal Disruption Event coordinates identified from ZTF light curves [Hammerstein et al. 2023](https://iopscience.iop.org/article/10.3847/1538-4357/aca283/meta). - -```{code-cell} ipython3 -seen = Counter() -seen = df_lc.reset_index().groupby('band').objectid.nunique().to_dict() - -plt.figure(figsize=(20, 4)) -plt.title(r'Number of lightcurves in each waveband in this sample:', size=20) -h = plt.bar(seen.keys(), seen.values()) -plt.ylabel(r'#', size=20) -``` - -The histogram shows the number of lightcurves which ended up in the multi-index data frame from each of the archive calls in different wavebands/filters. - -```{code-cell} ipython3 -cadence = dict((el, []) for el in seen.keys()) -timerange = dict((el, []) for el in seen.keys()) - -for (_, band), times in df_lc.reset_index().groupby(["objectid", "band"]).time: - cadence[band].append(len(times)) - if times.max() - times.min() > 0: - timerange[band].append(np.round(times.max() - times.min(), 1)) - -plt.figure(figsize=(20, 4)) -plt.title(r'Time range and cadence covered in each in each waveband averaged over this sample:') -for el in cadence.keys(): - plt.scatter(np.mean(timerange[el]), np.mean(cadence[el]), label=el, s=len(timerange[el])) - plt.errorbar(np.mean(timerange[el]), np.mean(cadence[el]), - xerr=np.std(timerange[el]), yerr=np.std(cadence[el]), alpha=0.2) - plt.annotate(el, (np.mean(timerange[el]), np.mean(cadence[el])+2), size=12, rotation=40) -plt.ylabel(r'Average number of visits', size=20) -plt.xlabel(r'Average baseline (days)', size=20) -plt.xlim([0, 4000]) -plt.yscale('log') -``` - -While from the histogram plot we see which bands have the highest number of observed lightcurves, what might matter more in finding/selecting variability or changing look in lightcurves is the cadence and the average baseline of observations. For instance, Panstarrs has a large number of lightcurve detections in our sample, but from the figure above we see that the average number of visits and the baseline for those observations are considerably less than ZTF. WISE also shows the longest baseline of observations which is suitable to finding longer term variability in objects. - - - -## 2) Preprocess data for ML (ZTF bands) - -We first look at this sample only in ZTF bands which have the largest number of visits. We start by unifying the time grid of the light curves so oobjects with different start time or number of observations can be compared. We do this by interpolation to a new grid. The choice of the grid resolution and baseline is strictly dependent on the input data, in this case ZTF, to preserve as much as possible all the information from the observations. -The unify_lc, or unify_lc_gp functions do the unification of the lightcurve arrays. For details please see the codes. The time arrays are chosen based on the average duration of observations, with ZTF and WISE covering 1600, 4000 days respectively. We note that we disregard the time of observation of each source, by subtracting the initial time from the array and bringing all lightcurves to the same footing. This has to be taken into account if it influences the science of interest. We then interoplate the time arrays with linear or Gaussian Process regression (unift_lc/ unify_lc_gp respectively). We also remove from the sample objects with less than 5 datapoints in their light curve. We measure basic statistics and combine the tree observed ZTF bands into one longer array as input to dimensionailty reduction after deciding on normalization. We also do a shuffling of the sample to be sure that the separations of different classes by ML are not simply due to the order they are seen in training (in case it is not done by the ML routine itself). - -```{code-cell} ipython3 -bands_inlc = ['zg', 'zr', 'zi'] - -# nearest neighbor linear interpolation: -objects, dobjects, flabels, keeps = unify_lc(df_lc, bands_inlc, xres=60, numplots=5, - low_limit_size=5) - -# Gaussian process unification -# objects, dobjects, flabels, keeps = unify_lc_gp(df_lc, bands_inlc, xres=60, numplots=5, -# low_limit_size=5) - -# keeps can be used as index of objects that are kept in "objects" from the initial "df_lc", -# in case information about some properties of sample (e.g., redshifts) is of interest -# this array of indecies would be helpful - -# calculate some basic statistics with a sigmaclipping with width 5sigma -fvar, maxarray, meanarray = stat_bands(objects, dobjects, bands_inlc, sigmacl=5) - -# combine different waveband into one array -dat_notnormal = combine_bands(objects, bands_inlc) - -# Normalize the combinde array by maximum of brightness in a waveband after clipping outliers: -dat = normalize_clipmax_objects(dat_notnormal, maxarray, band=1) - -# Normalize the combinde array by mean brightness in a waveband after clipping outliers: -datm = normalize_clipmax_objects(dat_notnormal, meanarray, band=1) - -# shuffle data incase the ML routines are sensitive to order -data, fzr, p = shuffle_datalabel(dat, flabels) -fvar_arr, maximum_arr, average_arr = fvar[:, p], maxarray[:, p], meanarray[:, p] - -# Initialize labc to hold indices of each unique label -labc = {} -for index, f in enumerate(fzr): - lab = translate_bitwise_sum_to_labels(int(f)) - for label in lab: - if label not in labc: - # Initialize the list for this label if it's not already in labc - labc[label] = [] - # Append the current index to the list of indices for this label - labc[label].append(index) -``` - -The combination of the tree bands into one longer arrays in order of increasing wavelength, can be seen as providing both the SED shape as well as variability in each from the light curve. Figure below demonstrates this as well as our normalization choice. We normalize the data in ZTF R band as it has a higher average numbe of visits compared to G and I band. We remove outliers before measuring the mean and max of the light curve and normalizing by it. This normalization can be skipped if one is mearly interested in comparing brightnesses of the data in this sample, but as dependence on flux is strong to look for variability and compare shapes of light curves a normalization helps. - -```{code-cell} ipython3 -r = np.random.randint(np.shape(dat)[1]) - -_, axs = plt.subplots(1, 3, figsize=(18, 4)) -ztf_data = [dat_notnormal, dat, datm] -ylabels = [r'Flux ($\mu Jy$)', r'Normalized Flux (max r band)', r'Normalized Flux (mean r band)'] -fig_contents = list(zip(axs, ztf_data, ylabels)) - -for i, l in enumerate(bands_inlc): - s = int(np.shape(dat)[1]/len(bands_inlc)) - first = int(i*s) - last = first+s - for ax, ydata, ylabel in fig_contents: - ax.plot(np.linspace(first, last, s), ydata[r, first:last], 'o', linestyle='--', label=l) - ax.set_xlabel(r'Time_[w1, w2, w3]', size=15) - ax.set_ylabel(ylabel, size=15) -_ = axs[0].legend(loc=2) -``` - -## 3) Learn the Manifold - - -Now we can train a UMAP with the processed data vectors above. Different choices for the number of neighbors, minimum distance and metric can be made and a parameter space can be explored. We show here our preferred combination given this data. We choose manhattan distance (also called [the L1 distance](https://en.wikipedia.org/wiki/Taxicab_geometry)) as it is optimal for the kind of grid we interpolated on, for instance we want the distance to not change if there are observations missing. Another metric appropriate for our purpose in time domain analysis is Dynamic Time Warping ([DTW](https://en.wikipedia.org/wiki/Dynamic_time_warping)), which is insensitive to a shift in time. This is helpful as we interpolate the observations onto a grid starting from time 0 and when discussing variability we care less about when it happens and more about whether and how strong it happened. As the measurement of the DTW distance takes longer compared to the other metrics we show examples here with manhattan and only show one example exploring the parameter space including a DTW metric in the last cell of this notebook. - -```{code-cell} ipython3 -plt.figure(figsize=(18, 6)) -markersize=200 -mapper = umap.UMAP(n_neighbors=50, min_dist=0.9, metric='manhattan', random_state=20).fit(data) - - -ax1 = plt.subplot(1, 3, 2) -ax1.set_title(r'mean brightness', size=20) -cf = ax1.scatter(mapper.embedding_[:, 0], mapper.embedding_[:, 1], s=markersize, - c=np.log10(np.nansum(meanarray, axis=0)), edgecolor='gray') -plt.axis('off') -divider = make_axes_locatable(ax1) -cax = divider.append_axes("right", size="5%", pad=0.05) -plt.colorbar(cf, cax=cax) - - -ax0 = plt.subplot(1, 3, 3) -ax0.set_title(r'mean fractional variation', size=20) -cf = ax0.scatter(mapper.embedding_[:, 0], mapper.embedding_[:, 1], s=markersize, - c=stretch_small_values_arctan(np.nansum(fvar_arr, axis=0), factor=3), - edgecolor='gray') -plt.axis('off') -divider = make_axes_locatable(ax0) -cax = divider.append_axes("right", size="5%", pad=0.05) -plt.colorbar(cf, cax=cax) - -ax2 = plt.subplot(1, 3, 1) -ax2.set_title('sample origin', size=20) -counts = 1 -for label, indices in labc.items(): - cf = ax2.scatter(mapper.embedding_[indices, 0], mapper.embedding_[indices, 1], s=markersize, - c=colors[counts], alpha=0.5, edgecolor='gray', label=label) - counts += 1 -plt.legend(fontsize=12) -#plt.colorbar(cf) -plt.axis('off') - -plt.tight_layout() -#plt.savefig('umap-ztf.png') -``` - -The left panel is colorcoded by the origin of the sample. The middle panel shows the sum of mean brightnesses in three bands (arbitrary unit) demonstrating that after normalization we see no correlation with brightness. The panel on the right is color coded by a statistical measure of variability (i.e. the fractional variation [see here](https://ned.ipac.caltech.edu/level5/Sept01/Peterson2/Peter2_1.html)). As with the plotting above it is not easy to see all the data points and correlations in the next two cells measure probability of belonging to each original sample as well as the mean statistical property on an interpolated grid on this reduced 2D projected surface. - -```{code-cell} ipython3 -# Define a grid -grid_resolution = 15# Number of cells in the grid -x_min, x_max = mapper.embedding_[:, 0].min(), mapper.embedding_[:, 0].max() -y_min, y_max = mapper.embedding_[:, 1].min(), mapper.embedding_[:, 1].max() -x_grid = np.linspace(x_min, x_max, grid_resolution) -y_grid = np.linspace(y_min, y_max, grid_resolution) -x_centers, y_centers = np.meshgrid(x_grid, y_grid) - -# Calculate mean property in each grid cell -mean_property1, mean_property2 = np.zeros_like(x_centers), np.zeros_like(x_centers) -propmean=stretch_small_values_arctan(np.nansum(meanarray, axis=0), factor=2) -propfvar=stretch_small_values_arctan(np.nansum(fvar_arr, axis=0), factor=2) -for i in range(grid_resolution - 1): - for j in range(grid_resolution - 1): - mask = ( - (mapper.embedding_[:, 0] >= x_grid[i]) & - (mapper.embedding_[:, 0] < x_grid[i + 1]) & - (mapper.embedding_[:, 1] >= y_grid[j]) & - (mapper.embedding_[:, 1] < y_grid[j + 1]) - ) - if np.sum(mask) > 0: - mean_property1[j, i] = np.mean(propmean[mask]) - mean_property2[j, i] = np.mean(propfvar[mask]) - - -plt.figure(figsize=(12, 4)) -plt.subplot(1, 2, 1) -plt.title('mean brightness') -cf = plt.contourf(x_centers, y_centers, mean_property1, cmap='viridis', alpha=0.9) -plt.axis('off') -divider = make_axes_locatable(plt.gca()) -cax = divider.append_axes("right", size="5%", pad=0.05) -plt.colorbar(cf, cax=cax) - -plt.subplot(1, 2, 2) -plt.title('mean fractional variation') -cf = plt.contourf(x_centers, y_centers, mean_property2, cmap='viridis', alpha=0.9) -plt.axis('off') -divider = make_axes_locatable(plt.gca()) -cax = divider.append_axes("right", size="5%", pad=0.05) -plt.colorbar(cf, cax=cax) -``` - -### 3.1) Sample comparison on the UMAP - -```{code-cell} ipython3 -# Calculate 2D histogram -hist, x_edges, y_edges = np.histogram2d(mapper.embedding_[:, 0], mapper.embedding_[:, 1], bins=12) -plt.figure(figsize=(15, 12)) -i=1 -ax0 = plt.subplot(4, 4, 12) -for label, indices in sorted(labc.items()): - hist_per_cluster, _, _ = np.histogram2d(mapper.embedding_[indices, 0], - mapper.embedding_[indices, 1], - bins=(x_edges, y_edges)) - prob = hist_per_cluster / hist - plt.subplot(4, 4, i) - plt.title(label) - plt.contourf(x_edges[:-1], y_edges[:-1], prob.T, levels=20, alpha=0.8, cmap=custom_cmap) - plt.colorbar() - plt.axis('off') - cf = ax0.scatter(mapper.embedding_[indices, 0], mapper.embedding_[indices, 1], s=80, - alpha=0.5, edgecolor='gray', label=label, c=colors[i-1]) - i += 1 -ax0.legend(loc=4, fontsize=7) -ax0.axis('off') -plt.tight_layout() -``` - -Figure above shows how with ZTF light curves alone we can separate some of these AGN samples, where they have overlaps. We can do a similar exercise with other dimensionality reduction techniques. Below we show two SOMs one with normalized and another with no normalization. The advantage of Umaps to SOMs is that in practice you may change the parameters to separate classes of vastly different data points, as distance is preserved on a umap. On a SOM however only topology of higher dimensions is preserved and not distance hence, the change on the 2d grid does not need to be smooth and from one cell to next there might be larg jumps. On the other hand, an advantage of the SOM is that by definition it has a grid and no need for a posterior interpolation (as we did above) is needed to map more data or to measure probabilities, etc. - - -### 3.2) Reduced dimensions on a SOM grid - -```{code-cell} ipython3 -msz0, msz1 = 15, 15 -sm = sompy.SOMFactory.build(data, mapsize=[msz0, msz1], mapshape='planar', lattice='rect', - initialization='pca') -sm.train(n_job=4, shared_memory='no') -``` - -```{code-cell} ipython3 -a = sm.bmu_ind_to_xy(sm.project_data(data)) -x, y = np.zeros(len(a)), np.zeros(len(a)) -k = 0 -for i in a: - x[k] = i[0] - y[k] = i[1] - k += 1 -med_r = np.zeros([msz0, msz1]) -fvar_new = stretch_small_values_arctan(np.nansum(fvar_arr, axis=0), factor=1) -for i in range(msz0): - for j in range(msz1): - unja = (x == i) & (y == j) - med_r[i, j] = (np.nanmedian(fvar_new[unja])) - - -plt.figure(figsize=(18, 12)) -plt.subplot(3, 4, 1) -plt.title('SDSS', fontsize=15) -cf = plt.imshow(med_r, origin='lower', cmap='viridis') -plt.axis('off') - -def get_indices_by_label(labc, label): - return labc.get(label, []) - -# Example usage -used = labc.get('SDSS_QSO', []) -dsdss = data[used, :] -asdss = sm.bmu_ind_to_xy(sm.project_data(dsdss)) -x, y = np.zeros(len(asdss)), np.zeros(len(asdss)) -k = 0 -for i in asdss: - x[k] = i[0] - y[k] = i[1] - k += 1 -plt.plot(y, x, 'rx', alpha=0.8) - -plt.subplot(3, 4, 2) -plt.title('WISE_Variable', fontsize=15) -cf = plt.imshow(med_r, origin='lower', cmap='viridis') -plt.axis('off') -used = labc.get('WISE_Variable', []) -dwise = data[used, :] -awise = sm.bmu_ind_to_xy(sm.project_data(dwise)) -x, y = np.zeros(len(awise)), np.zeros(len(awise)) -k = 0 -for i in awise: - x[k] = i[0] - y[k] = i[1] - k += 1 -plt.plot(y, x, 'rx', alpha=0.8) - -plt.subplot(3, 4, 3) -plt.title('Optical_Variable', fontsize=15) -cf = plt.imshow(med_r, origin='lower', cmap='viridis') -plt.axis('off') -used = labc.get('Optical_Variable', []) -dcic = data[used, :] -acic = sm.bmu_ind_to_xy(sm.project_data(dcic)) -x, y = np.zeros(len(acic)), np.zeros(len(acic)) -k = 0 -for i in acic: - x[k] = i[0] - y[k] = i[1] - k += 1 -plt.plot(y, x, 'rx', alpha=0.8) - - -plt.subplot(3, 4, 4) -plt.title('Galex_Variable', fontsize=15) -cf = plt.imshow(med_r, origin='lower', cmap='viridis') -plt.axis('off') -used = labc.get('Galex_Variable', []) -dcic = data[used, :] -acic = sm.bmu_ind_to_xy(sm.project_data(dcic)) -x, y = np.zeros(len(acic)), np.zeros(len(acic)) -k = 0 -for i in acic: - x[k] = i[0] - y[k] = i[1] - k += 1 -plt.plot(y, x, 'rx', alpha=0.8) - -plt.subplot(3, 4, 5) -plt.title('SPIDER_AGN', fontsize=15) -cf = plt.imshow(med_r, origin='lower', cmap='viridis') -plt.axis('off') -used = labc.get('SPIDER_AGN', []) -dcic = data[used, :] -acic = sm.bmu_ind_to_xy(sm.project_data(dcic)) -x, y = np.zeros(len(acic)), np.zeros(len(acic)) -k = 0 -for i in acic: - x[k] = i[0] - y[k] = i[1] - k += 1 -plt.plot(y, x, 'rx', alpha=0.8) - -plt.subplot(3, 4, 6) -plt.title('SPIDER_AGNBL', fontsize=15) -cf = plt.imshow(med_r, origin='lower', cmap='viridis') -plt.axis('off') -used = labc.get('SPIDER_AGNBL', []) -dcic = data[used, :] -acic = sm.bmu_ind_to_xy(sm.project_data(dcic)) -x, y = np.zeros(len(acic)), np.zeros(len(acic)) -k = 0 -for i in acic: - x[k] = i[0] - y[k] = i[1] - k += 1 -plt.plot(y, x, 'rx', alpha=0.8) - -plt.subplot(3, 4, 7) -plt.title('SPIDER_QSOBL', fontsize=15) -cf = plt.imshow(med_r, origin='lower', cmap='viridis') -plt.axis('off') -used = labc.get('SPIDER_QSOBL', []) -dcic = data[used, :] -acic = sm.bmu_ind_to_xy(sm.project_data(dcic)) -x, y = np.zeros(len(acic)), np.zeros(len(acic)) -k = 0 -for i in acic: - x[k] = i[0] - y[k] = i[1] - k += 1 -plt.plot(y, x, 'rx', alpha=0.8) - -plt.subplot(3, 4, 8) -plt.title('SPIDER_BL', fontsize=15) -cf = plt.imshow(med_r, origin='lower', cmap='viridis') -plt.axis('off') -used = labc.get('SPIDER_BL', []) -dcic = data[used, :] -acic = sm.bmu_ind_to_xy(sm.project_data(dcic)) -x, y = np.zeros(len(acic)), np.zeros(len(acic)) -k = 0 -for i in acic: - x[k] = i[0] - y[k] = i[1] - k += 1 -plt.plot(y, x, 'rx', alpha=0.8) - -plt.subplot(3, 4, 9) -plt.title('Turn-off', fontsize=15) -cf = plt.imshow(med_r, origin='lower', cmap='viridis') -plt.axis('off') -used = labc.get('Turn-off', []) -dcic = data[used, :] -acic = sm.bmu_ind_to_xy(sm.project_data(dcic)) -x, y = np.zeros(len(acic)), np.zeros(len(acic)) -k = 0 -for i in acic: - x[k] = i[0] - y[k] = i[1] - k += 1 -plt.plot(y, x, 'rx', alpha=0.8) - - -plt.subplot(3, 4, 10) -plt.title('Turn-on', fontsize=15) -cf = plt.imshow(med_r, origin='lower', cmap='viridis') -plt.axis('off') -used = labc.get('Turn-on', []) -dcic = data[used, :] -acic = sm.bmu_ind_to_xy(sm.project_data(dcic)) -x, y = np.zeros(len(acic)), np.zeros(len(acic)) -k = 0 -for i in acic: - x[k] = i[0] - y[k] = i[1] - k += 1 -plt.plot(y, x, 'rx', alpha=0.8) - -plt.subplot(3, 4, 11) -plt.title('TDE', fontsize=15) -cf = plt.imshow(med_r, origin='lower', cmap='viridis') -plt.axis('off') -used = labc.get('TDE', []) -dcic = data[used, :] -acic = sm.bmu_ind_to_xy(sm.project_data(dcic)) -x, y = np.zeros(len(acic)), np.zeros(len(acic)) -k = 0 -for i in acic: - x[k] = i[0] - y[k] = i[1] - k += 1 -plt.plot(y, x, 'rx', alpha=0.8) - -plt.tight_layout() -``` - -The above SOMs are colored by the mean fractional variation of the lightcurves in all bands (a measure of AGN variability). The crosses are different samples mapped to the trained SOM to see if they are distinguishable on a normalized lightcurve som. - -```{code-cell} ipython3 -# shuffle data incase the ML routines are sensitive to order -data, fzr, p = shuffle_datalabel(dat_notnormal, flabels) -fvar_arr, maximum_arr, average_arr = fvar[:, p], maxarray[:, p], meanarray[:, p] -# Initialize labc to hold indices of each unique label -labc = {} -for index, f in enumerate(fzr): - lab = translate_bitwise_sum_to_labels(int(f)) - for label in lab: - if label not in labc: - # Initialize the list for this label if it's not already in labc - labc[label] = [] - # Append the current index to the list of indices for this label - labc[label].append(index) - -sm = sompy.SOMFactory.build(data, mapsize=[msz0, msz1], mapshape='planar', - lattice='rect', initialization='pca') -sm.train(n_job=4, shared_memory='no') -``` - -```{code-cell} ipython3 -a = sm.bmu_ind_to_xy(sm.project_data(data)) -x, y = np.zeros(len(a)), np.zeros(len(a)) -k = 0 -for i in a: - x[k] = i[0] - y[k] = i[1] - k += 1 -med_r = np.zeros([msz0, msz1]) -fvar_new = stretch_small_values_arctan(np.nansum(fvar_arr, axis=0), factor=1) -for i in range(msz0): - for j in range(msz1): - unja = (x == i) & (y == j) - med_r[i, j] = (np.nanmedian(fvar_new[unja])) - - -plt.figure(figsize=(18, 8)) -plt.subplot(1, 4, 1) -plt.title('SDSS', fontsize=15) -cf = plt.imshow(med_r, origin='lower', cmap='viridis') -plt.axis('off') - -def get_indices_by_label(labc, label): - return labc.get(label, []) - -# Example usage -used = labc.get('SDSS_QSO', []) -dsdss = data[used, :] -asdss = sm.bmu_ind_to_xy(sm.project_data(dsdss)) -x, y = np.zeros(len(asdss)), np.zeros(len(asdss)) -k = 0 -for i in asdss: - x[k] = i[0] - y[k] = i[1] - k += 1 -plt.plot(y, x, 'rx', alpha=0.5) - -plt.subplot(1, 4, 2) -plt.title('WISE_Variable', fontsize=15) -cf = plt.imshow(med_r, origin='lower', cmap='viridis') -plt.axis('off') -used = labc.get('WISE_Variable', []) -dwise = data[used, :] -awise = sm.bmu_ind_to_xy(sm.project_data(dwise)) -x, y = np.zeros(len(awise)), np.zeros(len(awise)) -k = 0 -for i in awise: - x[k] = i[0] - y[k] = i[1] - k += 1 -plt.plot(y, x, 'rx', alpha=0.5) - -plt.subplot(1, 4, 3) -plt.title('Turn-on', fontsize=15) -cf = plt.imshow(med_r, origin='lower', cmap='viridis') -plt.axis('off') -used = labc.get('Turn-on', []) -dcic = data[used, :] -acic = sm.bmu_ind_to_xy(sm.project_data(dcic)) -x, y = np.zeros(len(acic)), np.zeros(len(acic)) -k = 0 -for i in acic: - x[k] = i[0] - y[k] = i[1] - k += 1 -plt.plot(y, x, 'rx', alpha=0.5) - - -plt.subplot(1, 4, 4) -plt.title('Turn-off', fontsize=15) -cf = plt.imshow(med_r, origin='lower', cmap='viridis') -plt.axis('off') -used = labc.get('Turn-off', []) -dcic = data[used, :] -acic = sm.bmu_ind_to_xy(sm.project_data(dcic)) -x, y = np.zeros(len(acic)), np.zeros(len(acic)) -k = 0 -for i in acic: - x[k] = i[0] - y[k] = i[1] - k += 1 -plt.plot(y, x, 'rx', alpha=0.5) - -plt.tight_layout() -``` - -skipping the normalization of lightcurves, further separates turn on/off CLAGNs when looking at ZTF lightcurves only. - - -## 4) Repeating the above, this time with ZTF + WISE manifold - -```{code-cell} ipython3 -bands_inlc = ['zg', 'zr', 'zi', 'W1', 'W2'] -objects, dobjects, flabels, keeps = unify_lc(df_lc, bands_inlc, xres=30, numplots=3) -# calculate some basic statistics -fvar, maxarray, meanarray = stat_bands(objects, dobjects, bands_inlc) -dat_notnormal = combine_bands(objects, bands_inlc) -dat = normalize_clipmax_objects(dat_notnormal, maxarray, band=-1) -data, fzr, p = shuffle_datalabel(dat, flabels) -fvar_arr, maximum_arr, average_arr = fvar[:, p], maxarray[:, p], meanarray[:, p] - -# Initialize labc to hold indices of each unique label -labc = {} -for index, f in enumerate(fzr): - lab = translate_bitwise_sum_to_labels(int(f)) - for label in lab: - if label not in labc: - # Initialize the list for this label if it's not already in labc - labc[label] = [] - # Append the current index to the list of indices for this label - labc[label].append(index) -``` - -```{code-cell} ipython3 -plt.figure(figsize=(18, 6)) -markersize=200 -mapper = umap.UMAP(n_neighbors=50, min_dist=0.9, metric='manhattan', random_state=4).fit(data) -# using dtw distance takes a long time -# mapper = umap.UMAP(n_neighbors=50, min_dist=0.9, metric=dtw_distance, random_state=20).fit(data) - - -ax1 = plt.subplot(1, 3, 2) -ax1.set_title(r'mean brightness', size=20) -cf = ax1.scatter(mapper.embedding_[:, 0], mapper.embedding_[:, 1], s=markersize, - c=np.log10(np.nansum(meanarray, axis=0)), edgecolor='gray') -plt.axis('off') -divider = make_axes_locatable(ax1) -cax = divider.append_axes("right", size="5%", pad=0.05) -plt.colorbar(cf, cax=cax) - - -ax0 = plt.subplot(1, 3, 3) -ax0.set_title(r'mean fractional variation', size=20) -cf = ax0.scatter(mapper.embedding_[:, 0], mapper.embedding_[:, 1], s=markersize, - c=stretch_small_values_arctan(np.nansum(fvar_arr, axis=0), factor=3), - edgecolor='gray') -plt.axis('off') -divider = make_axes_locatable(ax0) -cax = divider.append_axes("right", size="5%", pad=0.05) -plt.colorbar(cf, cax=cax) - -ax2 = plt.subplot(1, 3, 1) -ax2.set_title('sample origin', size=20) -counts = 1 -for label, indices in labc.items(): - cf = ax2.scatter(mapper.embedding_[indices, 0], mapper.embedding_[indices, 1], s=markersize, - c=colors[counts], alpha=0.5, edgecolor='gray', label=label) - counts += 1 -plt.legend(fontsize=12) -#plt.colorbar(cf) -plt.axis('off') - -plt.tight_layout() -``` - -```{code-cell} ipython3 -# Calculate 2D histogram -hist, x_edges, y_edges = np.histogram2d(mapper.embedding_[:, 0], mapper.embedding_[:, 1], bins=12) -plt.figure(figsize=(15, 12)) -i=1 -ax0 = plt.subplot(4, 4, 12) -for label, indices in sorted(labc.items()): - hist_per_cluster, _, _ = np.histogram2d(mapper.embedding_[indices, 0], - mapper.embedding_[indices, 1], - bins=(x_edges, y_edges)) - prob = hist_per_cluster / hist - plt.subplot(4, 4, i) - plt.title(label) - plt.contourf(x_edges[:-1], y_edges[:-1], prob.T, levels=20, alpha=0.8, cmap=custom_cmap) - plt.colorbar() - plt.axis('off') - cf = ax0.scatter(mapper.embedding_[indices, 0], mapper.embedding_[indices, 1], s=80, - alpha=0.5, edgecolor='gray', label=label, c=colors[i-1]) - i += 1 -ax0.legend(loc=4, fontsize=7) -ax0.axis('off') -plt.tight_layout() -``` - -## 5) Wise bands alone - -```{code-cell} ipython3 -bands_inlcw = ['W1', 'W2'] -objectsw, dobjectsw, flabelsw, keepsw = unify_lc(df_lc, bands_inlc, xres=30) -# calculate some basic statistics -fvarw, maxarrayw, meanarrayw = stat_bands(objectsw, dobjectsw, bands_inlcw) -dat_notnormalw = combine_bands(objects, bands_inlcw) -datw = normalize_clipmax_objects(dat_notnormalw, maxarrayw, band=-1) -dataw, fzrw, pw = shuffle_datalabel(datw, flabelsw) -fvar_arrw, maximum_arrw, average_arrw = fvarw[:, pw], maxarrayw[:, pw], meanarrayw[:, pw] - -# Initialize labc to hold indices of each unique label -labcw = {} -for index, f in enumerate(fzrw): - lab = translate_bitwise_sum_to_labels(int(f)) - for label in lab: - if label not in labcw: - # Initialize the list for this label if it's not already in labc - labcw[label] = [] - # Append the current index to the list of indices for this label - labcw[label].append(index) -``` - -```{code-cell} ipython3 -plt.figure(figsize=(18, 6)) -markersize=200 -mapp = umap.UMAP(n_neighbors=50, min_dist=0.9, metric='manhattan', random_state=20).fit(dataw) - - -ax1 = plt.subplot(1, 3, 2) -ax1.set_title(r'mean brightness', size=20) -cf = ax1.scatter(mapp.embedding_[:, 0], mapp.embedding_[:, 1], s=markersize, - c=np.log10(np.nansum(meanarrayw, axis=0)), edgecolor='gray') -plt.axis('off') -divider = make_axes_locatable(ax1) -cax = divider.append_axes("right", size="5%", pad=0.05) -plt.colorbar(cf, cax=cax) - - -ax0 = plt.subplot(1, 3, 3) -ax0.set_title(r'mean fractional variation', size=20) -cf = ax0.scatter(mapp.embedding_[:, 0], mapp.embedding_[:, 1], s=markersize, - c=stretch_small_values_arctan(np.nansum(fvar_arrw, axis=0), factor=3), - edgecolor='gray') -plt.axis('off') -divider = make_axes_locatable(ax0) -cax = divider.append_axes("right", size="5%", pad=0.05) -plt.colorbar(cf, cax=cax) - -ax2 = plt.subplot(1, 3, 1) -ax2.set_title('sample origin', size=20) -counts = 1 -for label, indices in labcw.items(): - cf = ax2.scatter(mapp.embedding_[indices, 0], mapp.embedding_[indices, 1], s=markersize, - c=colors[counts], alpha=0.5, edgecolor='gray', label=label) - counts += 1 -plt.legend(fontsize=12) -#plt.colorbar(cf) -plt.axis('off') - -plt.tight_layout() -``` - -```{code-cell} ipython3 -# Calculate 2D histogram -hist, x_edges, y_edges = np.histogram2d(mapp.embedding_[:, 0], mapp.embedding_[:, 1], bins=12) -plt.figure(figsize=(15, 12)) -i=1 -ax0 = plt.subplot(4, 4, 12) -for label, indices in sorted(labcw.items()): - hist_per_cluster, _, _ = np.histogram2d(mapp.embedding_[indices, 0], - mapp.embedding_[indices, 1], - bins=(x_edges, y_edges)) - prob = hist_per_cluster / hist - plt.subplot(4, 4, i) - plt.title(label) - plt.contourf(x_edges[:-1], y_edges[:-1], prob.T, levels=20, alpha=0.8, cmap=custom_cmap) - plt.colorbar() - plt.axis('off') - cf = ax0.scatter(mapp.embedding_[indices, 0], mapp.embedding_[indices, 1], s=80, - alpha=0.5, edgecolor='gray', label=label, c=colors[i-1]) - i += 1 -ax0.legend(loc=4, fontsize=7) -ax0.axis('off') -plt.tight_layout() -``` - -## 6) UMAP with different metrics/distances on ZTF+WISE -DTW takes a bit longer compared to other metrics, so it is commented out in the cell below. - -```{code-cell} ipython3 -plt.figure(figsize=(12, 10)) -markersize=200 - -mapper = umap.UMAP(n_neighbors=50, min_dist=0.9, metric='euclidean', random_state=20).fit(data) -ax0 = plt.subplot(2, 2, 1) -ax0.set_title(r'Euclidean Distance, min_d=0.9, n_neighbors=50', size=12) -for label, indices in (labc.items()): - cf = ax0.scatter(mapper.embedding_[indices, 0], mapper.embedding_[indices, 1], s=80, - alpha=0.5, edgecolor='gray', label=label) -plt.axis('off') - -mapper = umap.UMAP(n_neighbors=50, min_dist=0.9, metric='manhattan', random_state=20).fit(data) -ax0 = plt.subplot(2, 2, 2) -ax0.set_title(r'Manhattan Distance, min_d=0.9, n_neighbors=50', size=12) -for label, indices in (labc.items()): - cf = ax0.scatter(mapper.embedding_[indices, 0], mapper.embedding_[indices, 1], s=80, - alpha=0.5, edgecolor='gray', label=label) -plt.axis('off') - - -# This distance takes long -# mapperg = umap.UMAP(n_neighbors=50, min_dist=0.9, metric=dtw_distance, random_state=20).fit(data) -# ax2 = plt.subplot(2, 2, 3) -# ax2.set_title(r'DTW Distance, min_d=0.9, n_neighbors=50', size=12) -# for label, indices in (labc.items()): -# cf = ax2.scatter(mapper.embedding_[indices, 0], mapper.embedding_[indices, 1], s=80, -# alpha=0.5, edgecolor='gray', label=label) -# plt.axis('off') - - -mapper = umap.UMAP(n_neighbors=50, min_dist=0.1, metric='manhattan', random_state=20).fit(data) -ax0 = plt.subplot(2, 2, 4) -ax0.set_title(r'Manhattan Distance, min_d=0.1, n_neighbors=50', size=12) -for label, indices in (labc.items()): - cf = ax0.scatter(mapper.embedding_[indices, 0], mapper.embedding_[indices, 1], s=80, - alpha=0.5, edgecolor='gray', label=label) -plt.legend(fontsize=12) -plt.axis('off') -``` - -## About this Notebook -This notebook is created by the IPAC science platform team as a usecase of ML for time domain astrophysics. For questions contact: shemmati@caltech.edu - -**Author:** Shoubaneh Hemmati, Research scientist -**Updated On:** 2024-09-02 - - -## Citations - -Parts of this notebook wikk be presented in Hemmati et al. (in prep) - -Datasets: -* TBD - -Packages: -* [`SOMPY`](https://github.com/sevamoo/SOMPY) -* [`umap`](https://github.com/lmcinnes/umap) diff --git a/_sources/light_curves/README.md b/_sources/light_curves/README.md deleted file mode 100644 index 6e1a4c6c..00000000 --- a/_sources/light_curves/README.md +++ /dev/null @@ -1,19 +0,0 @@ -# Time Domain - -In this set of Use Case Scenario we work towards creating multi-band light curves from multiple archival and publication resources at scale and classifying and analyzing them with machine learning tools. Tutorials included in this folder are: - -1. [light_curve_generator](light_curve_generator.md): This notebook automatically retrieves target positions from the literature and then queries multiple data archives for light curves of those targets. -2. [scale_up](scale_up.md): This notebook builds on the code demonstrated in light_curve_generator and is recommended for >~500 targets. It is able to generate light curves for a large number of targets (500,000+) and provides additional monitoring options. -3. [light_curve_classifier](light_curve_classifier.md): This notebook takes output from light_curve generator and trains a ML classifier to be able to differentiate amongst the targets based on their light curves. -4. [ML_AGNzoo](ML_AGNzoo.md): This notebook takes output from the light_curve_generator and visualizes/compares different labelled targets on a reduced dimension grid. - -```{toctree} ---- -maxdepth: 1 ---- -light_curve_generator -scale_up -light_curve_classifier -ML_AGNzoo - -``` diff --git a/_sources/light_curves/light_curve_classifier.md b/_sources/light_curves/light_curve_classifier.md deleted file mode 100644 index 883ae5d1..00000000 --- a/_sources/light_curves/light_curve_classifier.md +++ /dev/null @@ -1,691 +0,0 @@ ---- -jupytext: - text_representation: - extension: .md - format_name: myst - format_version: 0.13 - jupytext_version: 1.16.0 -kernelspec: - display_name: science_demo - language: python - name: conda-env-science_demo-py ---- - -# Light Curve Classifier - - -## Learning Goals -By the end of this tutorial, you will be able to: -- prepare data for ML algorithms by cleaning and filtering the dataset -- work with Pandas dataframes as a way of storing and manipulating time domain datasets -- use [sktime](https://www.sktime.net/en/stable/index.html) algorithms to train a classifier and calculate metrics of accuracy -- use the trained classifier to predict labels on an unlabelled dataset - -## Introduction -The science goal of this notebook is to find a classifier that can accurately discern changing look active galactic nuclei (CLAGN) from a broad sample of all Sloan Digital Sky Survey (SDSS) identified Quasars (QSOs) based solely on archival photometry in the form of multiwavelength light curves. - -CLAGN are astrophysically interesting objects because they appear to change state. CLAGN are characterized by the appearance or disappearance of broad emission lines on timescales of order months. Astronomers would like to understand the physical mechanism behind this apparent change of state. However, only a few hundered CLAGN are known, and finding CLAGN is observationally expensive, traditionally requiring multiple epochs of spectroscopy. Being able to identify CLAGN in existing, archival, large, photometric samples would allow us to identify a statisitcally significant sample from which we could better understand the underlying physics. - -This notebook walks through an exercise in using multiwavelength photometry(no spectroscopy) to learn if we can identify CLAGN based on their light curves alone. If we are able to find a classifier that can differentiate CLAGN from SDSS QSOs, we would then be able to run the entire sample of SDSS QSOs (~500,000) to find additional CLAGN candidates for follow-up verification. - -Input to this notebook is output of a previous demo notebook which generates multiwavelength light curves from archival data. This notebook starts with light curves, does data prep, and runs the light curves through multiple ML classification algorithms. There are many ML algorthms to choose from; We choose to use sktime algorithms for time domain classification beacuse it is a library of many algorithms specifically tailored to time series datasets. It is based on the [scikit-learn](https://scikit-learn.org/stable/index.html) library so syntax is familiar to many users. - -The challenges of this time-domain dataset for ML work are: -1. Multi-variate = There are multiple bands of observations per target (13+) -2. Unequal length = Each band has a light curve with different sampling than other bands -3. Missing data = Not each object has all observations in all bands - - -## Input -Light curve parquet file of multiwavelength light curves from the light_curve_generator.md demo notebook in this same repo. The format of the light curves is a Pandas multiindex data frame. - -We choose to use a Pandas multiindex dataframe to store and work with the data because it fulfills these requirements: -1. It can handle the above challenges of a dataset = multi-variate, unqueal length with missing data. -2. Multiple targets (multiple rows) -3. Pandas has some built in understanding of time units -4. Can be scaled up to big data numbers of rows (altough we don't push to out of memory structures in this use case) -5. Pandas is user friendly with a lot of existing functionality - -A useful reference for what sktime expects as input to its ML algorithms: https://github.com/sktime/sktime/blob/main/examples/AA_datatypes_and_datasets.ipynb - -## Output -Trained classifiers as well as estimates of their accuracy and plots of confusion matrices - -## Runtime -As of 2024 August, this notebook takes ~170s to run to completion on Fornax using the 'Astrophysics Default Image' and the 'Large' server with 16GB RAM/ 4CPU. - -## Authors -Jessica Krick, Shoubaneh Hemmati, Troy Raen, Brigitta Sipőcz, Andreas Faisst, Vandana Desai, David Shupe - -## Acknowledgements -Stephanie La Massa - - -## Imports -- `pandas` to work with light curve data structure -- `numpy` for numerical calculations -- `matplotlib` for plotting -- `sys` for paths -- `astropy` to work with coordinates/units and data structures -- `tqdm` for showing progress meter -- `sktime` ML algorithms specifically for time-domain data -- `sklearn` general use ML algorthims with easy to use interface -- `scipy` for statistical analysis -- `json` for storing intermediate files -- `google_drive_downloader` to access files stored in google drive - - -This cell will install them if needed: - -```{code-cell} ipython3 -# Uncomment the next line to install dependencies if needed. -# !pip install -r requirements_light_curve_classifier.txt -``` - -```{code-cell} ipython3 -import sys - -import matplotlib.pyplot as plt -from matplotlib.lines import Line2D -import pandas as pd -from astropy.table import Table -from google_drive_downloader import GoogleDriveDownloader as gdd -from tqdm.auto import tqdm -import json - -from sklearn.metrics import ConfusionMatrixDisplay, accuracy_score, confusion_matrix -from sklearn.model_selection import train_test_split -from sklearn.gaussian_process import GaussianProcessRegressor -from sklearn.gaussian_process.kernels import RBF - -from sktime.classification.deep_learning import CNNClassifier -from sktime.classification.dictionary_based import IndividualTDE -from sktime.classification.distance_based import KNeighborsTimeSeriesClassifier -from sktime.classification.dummy import DummyClassifier -from sktime.classification.ensemble import WeightedEnsembleClassifier -from sktime.classification.feature_based import Catch22Classifier, RandomIntervalClassifier -from sktime.classification.hybrid import HIVECOTEV2 -from sktime.classification.interval_based import CanonicalIntervalForest -from sktime.classification.kernel_based import Arsenal, RocketClassifier -from sktime.classification.shapelet_based import ShapeletTransformClassifier -from sktime.registry import all_estimators, all_tags -from sktime.datatypes import check_is_mtype - -# local code imports -sys.path.append('code_src/') -from classifier_functions import sigmaclip_lightcurves, remove_objects_without_band, \ -remove_incomplete_data, missingdata_to_zeros, missingdata_drop_bands, \ -uniform_length_spacing, reformat_df, local_normalization_max, mjd_to_datetime - -#improves memory usage and avoids problems that trigger warnings -pd.options.mode.copy_on_write = True -``` - -## 1. Read in a dataset of archival light curves - We use here a sample of AGN including known CLAGN & random SDSS AGN - - If you want to use your own sample, you can use the code [light_curve_generator.md](https://nasa-fornax.github.io/fornax-demo-notebooks/light_curves/light_curve_generator.html) in this same repo to make the required pandas dataframe which you will need to run this notebook. - -```{code-cell} ipython3 -# First we want to load light curves made in the light curve generator notebook - -# The data is on google drive, this will download it for you and read it into -# a pandas dataframe -savename_df_lc = './data/small_CLAGN_SDSS_df_lc.parquet' -gdd.download_file_from_google_drive(file_id='1DrB-CWdBBBYuO0WzNnMl5uQnnckL7MWH', - dest_path=savename_df_lc, - unzip=True) - -#load the data into a pandas dataframe -df_lc = pd.read_parquet(savename_df_lc) -``` - -```{code-cell} ipython3 -#get rid of indices set in the light curve code and reset them as needed -#before sktime algorithms -df_lc = df_lc.reset_index() - -#what does the dataset look like at the start? -df_lc -``` - -## 2. Data Prep -The majority of work in all ML projects is preparing and cleaning the data. As most do, this dataset needs significant work before it can be fed into a ML algorithm. Data preparation includes everything from removing statistical outliers to putting it in the correct data format for the algorithms. - -+++ - -### 2.1 Remove bands with not enough data -For this use case of CLAGN classification, we don't need to include some of the bands -that are known to be sparse. Most ML algorithms cannot handle sparse data so one way to accomodate that -is to remove the sparsest datasets. - -```{code-cell} ipython3 -##what are the unique set of bands included in our light curves -df_lc.band.unique() - -#get rid of some of the bands that don't have enough data for all the sources -#CLAGN are generall fainter targets, and therefore mostly not found -#in datasets like TESS & K2 - -bands_to_drop = ["IceCube", "TESS", "FERMIGTRIG", "K2"] -df_lc = df_lc[~df_lc["band"].isin(bands_to_drop)] -``` - -### 2.2 Combine Labels for a Simpler Classification -All CLAGN start in the dataset as having labels based on their discovery paper. Because we want one sample with all known CLAGN, we change those discovery names to be simply "CLAGN" for all CLAGN, regardless of origin. - -```{code-cell} ipython3 -df_lc['label'] = df_lc.label.str.replace('MacLeod 16', 'CLAGN') -df_lc['label'] = df_lc.label.str.replace('LaMassa 15', 'CLAGN') -df_lc['label'] = df_lc.label.str.replace('Yang 18', 'CLAGN') -df_lc['label'] = df_lc.label.str.replace('Lyu 22', 'CLAGN') -df_lc['label'] = df_lc.label.str.replace('Hon 22', 'CLAGN') -df_lc['label'] = df_lc.label.str.replace('Sheng 20', 'CLAGN') -df_lc['label'] = df_lc.label.str.replace('MacLeod 19', 'CLAGN') -df_lc['label'] = df_lc.label.str.replace('Green 22', 'CLAGN') -df_lc['label'] = df_lc.label.str.replace('Lopez-Navas 22', 'CLAGN') -``` - -```{code-cell} ipython3 -print(df_lc.groupby(["objectid"]).ngroups, "n objects before removing missing band data") -``` - -### 2.3 Data Visualization -- can we see any trends by examining plots of a subset of the data? - -```{code-cell} ipython3 -#chhose your own adventure, the bands from which you can choose are: -df_lc.band.unique() -``` - -```{code-cell} ipython3 -#plot a single band for all objects -band_of_interest = 'zr' -band_lc = df_lc[df_lc['band'] == band_of_interest] -#reset zero time to be start of that mission -band_lc["time"] = band_lc["time"] - band_lc["time"].min() -band_lc.time.min() - -band_lc.set_index('time', inplace = True) #helps with the plotting - -#drop some objects to try to clear up plot -querystring1 = 'objectid < 162' -querystring2 = 'objectid > 200' -band_lc = band_lc.drop(band_lc.query(querystring1 ).index) -band_lc = band_lc.drop(band_lc.query(querystring2 ).index) - -#quick normalization for plotting -#we normalize for real after cleaning the data -# make a new column with max_r_flux for each objectid -band_lc['mean_band'] = band_lc.groupby('objectid', sort=False)["flux"].transform('mean') -band_lc['sigma_band'] = band_lc.groupby('objectid', sort=False)["flux"].transform('std') - -#choose to normalize (flux - mean) / sigma -band_lc['flux'] = (band_lc['flux'] - band_lc['mean_band']).div(band_lc['sigma_band'], axis=0) - -#want to have two different sets so I can color code -clagn_df = band_lc[band_lc['label'] == 'CLAGN'] -sdss_df = band_lc[band_lc['label'] == 'SDSS'] -print(clagn_df.groupby(["objectid"]).ngroups, "n objects CLAGN ") -print(sdss_df.groupby(["objectid"]).ngroups, "n objects SDSS ") - -#groupy objectid & plot flux vs. time -fig, ax = plt.subplots(figsize=(10,6)) -lc_sdss = sdss_df.groupby(['objectid'])['flux'].plot(kind='line', ax=ax, color = 'gray', label = 'SDSS', linewidth = 0.3) -lc_clagn = clagn_df.groupby(['objectid'])['flux'].plot(kind='line', ax=ax, color = 'orange', label = 'CLAGN', linewidth = 1) - -#add legend and labels/titles -legend_elements = [Line2D([0], [0], color='orange', lw=4, label='CLAGN'), - Line2D([0], [0], color='gray', lw=4, label='SDSS')] -ax.legend(handles=legend_elements, loc='best') - -ax.set_ylabel('Normalized Flux') -ax.set_xlabel('Time in days since start of mission') -plt.title(f"{band_of_interest} light curves") - -#tailored to ZTF r band with lots of data -ax.set_ylim([-2, 4]) -ax.set_xlim([1000, 1250]) -``` - -### 2.4 Clean the dataset of unwanted data -"unwanted" includes: -- NaNs - - SKtime does not work with NaNs -- zero flux - - there are a few flux measurements that come into our dataframe with zeros. It is not clear what these are, and zero will be used to mean lack of observation in the rest of this notebook, so want to drop these rows at the outset. -- outliers in uncertainty - - This is a tricky job because we want to keep astrophysical sources that are variable objects, but remove instrumental noise and CR (ground based). The user will need to choose a sigma clipping threshold, and there is some plotting functionality available to help users make that decision -- objects with no measurements in WISE W1 band - - Below we want to normalize all light curves by W1, so we neeed to remove those objects without W1 fluxes because there will be nothing to normalize those light curves with. We don't want to have un-normalized data. -- objects with incomplete data - - Incomplete is defined here as not enough flux measurements to make a good light curve. Some bands in some objects have only a few datapoints. Three data points is not large enough for KNN interpolation, so we will consider any array with fewer than 4 photometry points to be incomplete data. Another way of saying this is that we choose to remove those light curves with 3 or -fewer data points. - -```{code-cell} ipython3 -#drop rows which have Nans -df_lc.dropna(inplace = True, axis = 0) - -#drop rows with zero flux -querystring = 'flux < 0.000001' -df_lc = df_lc.drop(df_lc.query(querystring).index) - -#remove outliers -sigmaclip_value = 10.0 -df_lc = sigmaclip_lightcurves(df_lc, sigmaclip_value, include_plot = False) -print(df_lc.groupby(["objectid"]).ngroups, "n objects after sigma clipping") - -#remove incomplete data -threshold_too_few = 3 -df_lc = remove_incomplete_data(df_lc, threshold_too_few, verbose = False) - -#remove objects without W1 fluxes -df_lc = remove_objects_without_band(df_lc, 'W1', verbose=True) - -print(df_lc.groupby(["objectid"]).ngroups, "n objects after cleaning the data") -``` - -### 2.5 Missing Data -Some objects do not have light curves in all bands. Some ML algorithms can handle mising data, but not all, so we try to do something intentional and sensible to handle this missing data up front. - -There are two options here: -1) We will add light curves with zero flux and err values for the missing data. SKtime does not like NaNs, so we choose zeros. This option has the benefit of including more bands and therefore more information, but the drawback of having some objects have bands with entire arrays of zeros. -2) Remove bands which have less data from all objects so that there are no objects with missing data. This has the benefit of less zeros, but the disadvantage of throwing away some information for the few objects which do have light curves in the bands which will be removed. - -Functions are inlcuded for both options. - -```{code-cell} ipython3 -#choose what to do with missing data... -#df_lc = missingdata_to_zeros(df_lc) -#or -bands_to_keep = ['W1','W2','panstarrs g','panstarrs i', 'panstarrs r','panstarrs y','panstarrs z','zg','zr'] -df_lc = missingdata_drop_bands(df_lc, bands_to_keep, verbose = True) -``` - -### 2.6 Make all objects and bands have identical time arrays (uniform length and spacing) - -It is very hard to find time-domain ML algorithms which can work with non uniform length datasets. Therefore we make the light curves uniform by interpolating using KNN from scikit-learn which fills in the uniform length arrays with a final frequency chosen by the user. We choose KNN as very straightforward method. This function also shows the framework in case the user wants to choose a different scikit-learn function to do the interpolation. Another natural choice would be to use gaussian processes (GP) to do the interpolation, but this is not a good solution for our task because the flux values go to zero at times before and after the observations. Because we include the entire time array from beginning of the first mission to end of the last mission, most individual bands require interpolation before and after their particular observations. In other words, our light curves span the entire range from 2010 with the start of panstarrs and WISE to the most recent ZTF data release (at least 2023), even though most individual missions do not cover that full range of time. - -It is important to choose the frequency over which the data is interpolated wisely. Experimentation with treating this variable like a hyperparam and testing sktime algorithms shows slightly higher accuracy values for a suite of algorithms for a frequency of one interpolated observation per 60 days. - -```{code-cell} ipython3 -#what does the dataframe look like at this point in the code? -df_lc -``` - -```{code-cell} ipython3 -#this cell takes 13seconds to run on the sample of 458 sources -#change this to change the frequency of the time array -final_freq_interpol = 60 #this is the timescale of interpolation in units of days - -#make all light curves have the same time array -df_interpol = uniform_length_spacing(df_lc, final_freq_interpol, include_plot = True ) - -# df_lc_interpol has one row per dict in lc_interpol. time and flux columns store arrays. -# "explode" the dataframe to get one row per light curve point. time and flux columns will now store floats. -df_lc = df_interpol.explode(["time", "flux","err"], ignore_index=True) -df_lc = df_lc.astype({col: "float" for col in ["time", "flux", "err"]}) -``` - -### 2.7 Restructure dataframe -- Make columns have band names in them and then remove band from the index -- pivot the dataframe so that SKTIME understands its format -- this will put it in the format expected by sktime - -```{code-cell} ipython3 -#reformat the data to have columns be the different flux bands -df_lc = reformat_df(df_lc) -``` - -```{code-cell} ipython3 -#look at a single object to see what this array looks like -ob_of_interest = 12 -singleob = df_lc[df_lc['objectid'] == ob_of_interest] -singleob -``` - -### 2.8 Normalize -Normalizing is required so that the CLAGN and it's comparison SDSS sample don't have different flux levels. ML algorithms will easily choose to classify based on overall flux levels, so we want to prevent that by normalizing the fluxes. Normalization with a multiband dataset requires extra thought. The idea here is that we normalize across each object. We want the algorithms to know, for example, that within one object W1 will be brighter than ZTF bands but from one object to the next, it will not know that one is brighter than the other. - -We do the normalization at this point in the code, rather than before interpolating over time, so that the final light curves are normalized since that is the chunk of information which goes into the ML algorithms. - -We chose to normalize by the maximum flux in one band, and not median or mean because there are some objects where the median flux = 0.0 if we did a replacement by zeros for missing data. - -```{code-cell} ipython3 -#normalize by W1 band -df_lc = local_normalization_max(df_lc, norm_column = "flux_W1") -``` - -### 2.9 Cleanup -- Make [datetime](https://docs.python.org/3/library/datetime.html#module-datetime) column - - SKTime wants a datetime column -- Save dataframe - -```{code-cell} ipython3 -# need to make a datetime column -df_lc['datetime'] = mjd_to_datetime(df_lc) -``` - -```{code-cell} ipython3 -#save this dataframe to use for the ML below so we don't have to make it every time -parquet_savename = 'output/df_lc_ML.parquet' -#df_lc.to_parquet(parquet_savename) -#print("file saved!") -``` - -## 3. Prep for ML algorithms - -```{code-cell} ipython3 -# could load a previously saved file in order to plot -#parquet_loadname = 'output/df_lc_ML.parquet' -#df_lc = MultiIndexDFObject() -#df_lc.data = pd.read_parquet(parquet_loadname) -#print("file loaded!") -``` - -```{code-cell} ipython3 -#try dropping the uncertainty columns as variables for sktime -df_lc.drop(columns = ['err_panstarrs_g', 'err_panstarrs_i', 'err_panstarrs_r', 'err_panstarrs_y', - 'err_panstarrs_z', 'err_W1', 'err_W2', 'err_zg', 'err_zr'], inplace = True) - -#drop also the time column because time shouldn't be a feature -df_lc.drop(columns = ['time'],inplace = True) -``` - -### 3.1 Train test split -We use sklearn's train test split to randomly split the data into training and testing datasets. Because thre are uneven numbers of each type (many more SDSS than CLAGN), we want to make sure to stratify evenly by type. - -```{code-cell} ipython3 -#divide the dataframe into features and labels for ML algorithms -labels = df_lc[["objectid", "label"]].drop_duplicates().set_index("objectid").label -df_lc = df_lc.drop(columns=["label"]).set_index(["objectid", "datetime"]) -``` - -```{code-cell} ipython3 -test_size = 0.25 - -#want a stratified split based on label -train_ix, test_ix = train_test_split(df_lc.index.levels[0], stratify = labels, shuffle = True, random_state = 43, test_size = test_size) - -#X is defined to be the features -#y is defined to be the labels -X_train = df_lc.loc[train_ix] -y_train = labels.loc[train_ix] -X_test = df_lc.loc[test_ix] -y_test = labels.loc[test_ix] - -#plot to show how many of each type of object in the test dataset -plt.figure(figsize=(6,4)) -plt.title("Objects in the Test dataset") -h = plt.hist(y_test, histtype='stepfilled', orientation='horizontal') -``` - -## 4. Run sktime algorithms on the light curves - -We choose to use [sktime](https://www.sktime.net/en/stable/index.html) algorithms beacuse it is a library of many algorithms specifically tailored to time series datasets. It is based on the sklearn library so syntax is familiar to many users. - -Types of classifiers are listed [here](https://www.sktime.net/en/stable/api_reference/classification.html). - -This notebook will first show you an example of a single algorithm classifier. Then it will show how to write a for loop over a bunch of classifiers while outputting some metrics of accuracy. - -+++ - -### 4.1 Check that the data types are ok for sktime -This test needs to pass in order for sktime to run - -```{code-cell} ipython3 -#ask sktime if it likes the data type of X_train -#if you change any of the functions or cells above this one, it is a good idea to -# look at the below output to make sure you haven't introduced any NaNs or unequal length series -check_is_mtype(X_train, mtype="pd-multiindex", scitype="Panel", return_metadata=True) -``` - -```{code-cell} ipython3 -#show the list of all possible classifiers that work with multivariate data -#all_tags(estimator_types = 'classifier') -#classifiers = all_estimators("classifier", filter_tags={'capability:multivariate':True}) -#classifiers -``` - -### 4.1 A single Classifier - -```{code-cell} ipython3 -%%time -#this cell takes 35s to run on a sample of 267 light curves - -#setup the classifier -#n_jobs is the number of jobs to run in parallel. some environments have trouble with this. -#if you encounter an error such as 'BrokenProcessPool' while training or predicting, you may -#want to either set n_jobs = 1 or use a different compute environment. -clf = Arsenal(time_limit_in_minutes=1, n_jobs = -1) # '-1' n_jobs means use all processors - -#fit the classifier on the training dataset -clf.fit(X_train, y_train) - -#make predictions on the test dataset using the trained model -y_pred = clf.predict(X_test) - -print(f"Accuracy of Random Interval Classifier: {accuracy_score(y_test, y_pred)}\n", flush=True) - -#plot a confusion matrix -cm = confusion_matrix(y_test, y_pred, labels=clf.classes_) -disp = ConfusionMatrixDisplay(confusion_matrix=cm,display_labels=clf.classes_) -disp.plot() - -plt.show() -``` - -### 4.2 Loop over a bunch of classifiers - -Our method is to do a cursory check of a bunch of classifiers and then later drill down deeper on anything with good initial results. We choose to run a loop over ~10 classifiers that seem promising and check the accuracy scores for each one. Any classifier with a promising accuracy score could then be followed up with detailed hyperparameter tuning, or potentially with considering other classifiers in that same type. - -```{raw-cell} -%%time -#This cell is currently not being run because it takes a long time - -#which classifiers are we interestd in -#roughly one from each type of classifier - -names = ["Arsenal", #kernel based - "RocektClassifier", #kernel based - "CanonicalIntervalForest", #interval based - "HIVECOTEV2", #hybrid -# "CNNClassifier", #Deep Learning - **requires tensorflow which is giving import errors -# "WeightedEnsembleClassifier", #Ensemble - **maybe use in the future if we find good options - "IndividualTDE", #Dictionary-based - "KNeighborsTimeSeriesClassifier", #Distance Based - "RandomIntervalClassifier", #Feature based - "Catch22Classifier", #Feature based - "ShapeletTransformClassifier" #Shapelet based - "DummyClassifier"] #Dummy - ignores input - -#for those with an impossible time limit, how long to let them run for before cutting off -nmins = 3 - -#these could certainly be more tailored -classifier_call = [Arsenal(time_limit_in_minutes=nmins, n_jobs = -1), - RocketClassifier(num_kernels=2000), - CanonicalIntervalForest(n_jobs = -1), - HIVECOTEV2(time_limit_in_minutes=nmins, n_jobs = -1), -# CNNClassifier(), -# WeightedEnsembleClassifier(), - IndividualTDE(n_jobs=-1), - KNeighborsTimeSeriesClassifier(n_jobs = -1), - RandomIntervalClassifier(n_intervals = 20, n_jobs = -1, random_state = 43), - Catch22Classifier(outlier_norm = True, n_jobs = -1, random_state = 43), - ShapeletTransformClassifier(time_limit_in_minutes=nmins,n_jobs = -1), - DummyClassifier()] - -#setup to store the accuracy scores -accscore_dict = {} - -# iterate over classifiers -for name, clf in tqdm(zip(names, classifier_call)): - #fit the classifier - clf.fit(X_train, y_train) - - #make predictions on the test dataset - y_pred = clf.predict(X_test) - - #calculate and track accuracy score - accscore = accuracy_score(y_test, y_pred) - print(f"Accuracy of {name} classifier: {accscore}\n", flush=True) - accscore_dict[name] = accscore - - #plot confusion matrix - cm = confusion_matrix(y_test, y_pred, labels=clf.classes_) - disp = ConfusionMatrixDisplay(confusion_matrix=cm,display_labels=clf.classes_) - disp.plot() - plt.show() -``` - -```{code-cell} ipython3 -#show the summary of the algorithms used and their accuracy score -#accscore_dict -``` - -```{code-cell} ipython3 -#save statistics from these runs - -# Serialize data into file: -#json.dump( accscore_dict, open( "output/accscore.json", 'w' ) ) -#json.dump( completeness_dict, open( "output/completeness.json", 'w' ) ) -#json.dump( homogeneity_dict, open( "output/homogeneity.json", 'w' ) ) - -# Read data from file: -#accscore_dict = json.load( open( "output/accscore.json") ) -``` - -## 5.0 Create a candidate list -Lets assume we now have a classifier which can accurately differentiate CLAGN from SDSS QSOs based on their archival light curves. Next, we would like to use that classifier on our favorite unlabeled sample to identify CLAGN candidates. To do this, we need to: -- read in a dataframe of our new sample -- get that dataset in the same format as what was fed into the classifiers -- use your trained classifier to predict labels for the new sample -- retrace those objectids to an ra & dec -- write an observing proposal (ok, you have to do that one yourself) - -```{code-cell} ipython3 -#read in a dataframe of our new sample: -# we are going to cheat here and use the same file as we used for input to the above, but you should -# replace this with your favorite sample run through the light_curve_generator in this same repo. -path_to_sample = './data/small_CLAGN_SDSS_df_lc.parquet' -my_sample = pd.read_parquet(path_to_sample) -``` - -```{code-cell} ipython3 -#get dataset in same format as what was run through sktime -#This is not exactly the same as re-running the whole notebook on a different sample, -#but it is pretty close. We don't need to do all of the same cleaning because some of that -#was to appease sktime in training the algorithms. - - -#get rid of indices set in the light curve code and reset them as needed before sktime algorithms -my_sample = my_sample.reset_index() - -# get rid of some of the bands that don't have enough data for all the sources -#CLAGN are generall fainter targets, and therefore mostly not found in datasets like TESS & K2 -#make sure your sample has the same bands as were run to train the classifier -my_sample = my_sample[~my_sample["band"].isin(bands_to_drop)] - -#drop rows which have Nans -my_sample.dropna(inplace = True, axis = 0) - -#remove outliers -#make sure your sample has the same sigmaclip_value as was run to train the classifier -my_sample = sigmaclip_lightcurves(my_sample, sigmaclip_value, include_plot = False, verbose= False) - -#remove objects without W1 fluxes -my_sample = remove_objects_without_band(my_sample, 'W1', verbose=False) - -#remove incomplete data -#make sure your sample has the same threshold_too_few as were run to train the classifier -my_sample = remove_incomplete_data(my_sample, threshold_too_few, verbose = False) - -#drop missing bands -my_sample = missingdata_drop_bands(my_sample, bands_to_keep, verbose = False) - -#make arrays have uniform length and spacing -#make sure your sample has the same final_feq_interpol as was run to train the classifier -df_interpol = uniform_length_spacing(my_sample, final_freq_interpol, include_plot = False ) -my_sample = df_interpol.explode(["time", "flux","err"], ignore_index=True) -my_sample = my_sample.astype({col: "float" for col in ["time", "flux", "err"]}) - -#reformat the data to have columns be the different flux bands -my_sample = reformat_df(my_sample) - -#normalize -my_sample = local_normalization_max(my_sample, norm_column = "flux_W1") - -#make datetime column -my_sample['datetime'] = mjd_to_datetime(my_sample) - -#set index expected by sktime -my_sample = my_sample.set_index(["objectid", "label", "datetime"]) - -#drop the uncertainty and time columns -my_sample.drop(columns = ['err_panstarrs_g', 'err_panstarrs_i', 'err_panstarrs_r', 'err_panstarrs_y', - 'err_panstarrs_z', 'err_W1', 'err_W2', 'err_zg', 'err_zr','time'], inplace = True) - - #make X -X_mysample = my_sample.droplevel('label') -``` - -```{code-cell} ipython3 -#what does this look like to make sure we are on track -X_mysample -``` - -```{code-cell} ipython3 -#use the trained sktime algorithm to make predictions on the test dataset -y_mysample = clf.predict(X_mysample) -``` - -```{code-cell} ipython3 -#access the sample_table made in the light curve generator notebook -#has information about the sample including ra & dec -savename_sample = './data/small_CLAGN_SDSS_sample.ecsv' -gdd.download_file_from_google_drive(file_id='1pSEKVP4LbrdWQK9ws3CaI90m3Z_2fazL', - dest_path=savename_sample, - unzip=True) -sample_table = Table.read(savename_sample, format='ascii.ecsv') -``` - -```{code-cell} ipython3 -#associate these predicted CLAGN with RA & Dec - -#need to first associate objectid with each of y_mysample -#make a new df with a column = objectid which -#includes all the unique objectids. -test = X_mysample.reset_index() -mysample_CLAGN = pd.DataFrame(test.objectid.unique(), columns = ['objectid']) -mysample_CLAGN["predicted_label"] = pd.Series(y_mysample) - -#if I am only interested in the CLAGN, could drop anything with label = SDSS -querystring = 'predicted_label == "SDSS"' -mysample_CLAGN = mysample_CLAGN.drop(mysample_CLAGN.query(querystring ).index) - -#then will need to merge candidate_CLAGN with sample_table along objectid -sample_table_df = sample_table.to_pandas() -candidate_CLAGN = pd.merge(mysample_CLAGN, sample_table_df, on = "objectid", how = "inner") -``` - -```{code-cell} ipython3 -#show the CLAGN candidates ra & dec -candidate_CLAGN -``` - -## Conclusions -Depending on your comfort level with the accuracy of the classifier you have trained, you could now write an observing proposal to confirm those targets prediced to be CLAGN based on their multiwavelength light curves. - -+++ - -## References: -- “sktime: A Unified Interface for Machine Learning with Time Series” -Markus Löning, Tony Bagnall, Sajaysurya Ganesh, George Oastler, Jason Lines, ViktorKaz, …, Aadesh Deshmukh (2020). sktime/sktime. Zenodo. http://doi.org/10.5281/zenodo.3749000 -- "Scikit-learn: Machine Learning in Python", Pedregosa et al., JMLR 12, pp. 2825-2830, 2011. -- "pandas-dev/pandas: Pandas" The pandas development team, 2020. Zenodo. https://doi.org/10.5281/zenodo.3509134 -- This work made use of [Astropy](http://www.astropy.org) a community-developed core Python package and an ecosystem of tools and resources for astronomy (astropy:2013, astropy:2018, astropy:2022). - -```{code-cell} ipython3 - -``` diff --git a/_sources/light_curves/light_curve_generator.md b/_sources/light_curves/light_curve_generator.md deleted file mode 100644 index ccb53219..00000000 --- a/_sources/light_curves/light_curve_generator.md +++ /dev/null @@ -1,445 +0,0 @@ ---- -jupytext: - text_representation: - extension: .md - format_name: myst - format_version: 0.13 - jupytext_version: 1.15.2 -kernelspec: - display_name: Python 3 (ipykernel) - language: python - name: python3 ---- - -# Make Multi-Wavelength Light Curves Using Archival Data - - -## Learning Goals -By the end of this tutorial, you will be able to: - * Automatically load a catalog of target sources - * Automatically & efficiently search NASA and non-NASA resources for the light curves of up to ~500 targets - * Store & manipulate light curves in a Pandas MultiIndex dataframe - * Plot all light curves on the same plot - - -## Introduction: - * A user has a sample of interesting targets for which they would like to see a plot of available archival light curves. We start with a small set of changing look AGN from Yang et al., 2018, which are automatically downloaded. Changing look AGN are cases where the broad emission lines appear or disappear (and not just that the flux is variable). - - * We model light curve plots after van Velzen et al. 2021. We search through a curated list of time-domain NASA holdings as well as non-NASA sources. HEASARC catalogs used are Fermi and Beppo-Sax, IRSA catalogs used are ZTF and WISE, and MAST catalogs used are Pan-STARRS, TESS, Kepler, and K2. Non-NASA sources are Gaia and IceCube. This list is generalized enough to include many types of targets to make this notebook interesting for many types of science. All of these time-domain archives are searched in an automated and efficient fashion using astroquery, pyvo, pyarrow or APIs. - - * Light curve data storage is a tricky problem. Currently we are using a MultiIndex Pandas dataframe, as the best existing choice for right now. One downside is that we need to manually track the units of flux and time instead of relying on an astropy storage scheme which would be able to do some of the units worrying for us (even astropy can't do all magnitude to flux conversions). Astropy does not currently have a good option for multi-band light curve storage. - - * This notebook walks through the individual steps required to collect the targets and their light curves and create figures. It also shows how to speed up the collection of light curves using python's `multiprocessing`. This is expected to be sufficient for up to ~500 targets. For a larger number of targets, consider using the bash script demonstrated in the neighboring notebook [scale_up](scale_up.md). - - * ML work using these time-series light curves is in two neighboring notebooks: [ML_AGNzoo](ML_AGNzoo.md) and [light_curve_classifier](light_curve_classifier.md). - -As written, this notebook is expected to require at least 2 CPU and 8G RAM. - -## Input: - * choose from a list of known changing look AGN from the literature - OR - - * input your own sample - -## Output: - * an archival optical + IR + neutrino light curve - -## Authors: -Jessica Krick, Shoubaneh Hemmati, Andreas Faisst, Troy Raen, Brigitta Sipőcz, David Shupe - -## Acknowledgements: -Suvi Gezari, Antara Basu-zych, Stephanie LaMassa -MAST, HEASARC, & IRSA Fornax teams - -## Imports: - * `acstools` to work with HST magnitude to flux conversion - * `astropy` to work with coordinates/units and data structures - * `astroquery` to interface with archives APIs - * `hpgeom` to locate coordinates in HEALPix space - * `lightkurve` to search TESS, Kepler, and K2 archives - * `matplotlib` for plotting - * `multiprocessing` to use the power of multiple CPUs to get work done faster - * `numpy` for numerical processing - * `pandas` with their `[aws]` extras for their data structure DataFrame and all the accompanying functions - * `pyarrow` to work with Parquet files for WISE and ZTF - * `pyvo` for accessing Virtual Observatory(VO) standard data - * `requests` to get information from URLs - * `scipy` to do statistics - * `tqdm` to track progress on long running jobs - * `urllib` to handle archive searches with website interface - - -This cell will install them if needed: - -```{code-cell} ipython3# -# Uncomment the next line to install dependencies if needed. -# !pip install -r requirements_light_curve_generator.txt -``` - -```{code-cell} ipython3 -import multiprocessing as mp -import sys -import time - -import astropy.units as u -import pandas as pd -from astropy.table import Table - -# local code imports -sys.path.append('code_src/') -from data_structures import MultiIndexDFObject -from gaia_functions import gaia_get_lightcurves -from hcv_functions import hcv_get_lightcurves -from heasarc_functions import heasarc_get_lightcurves -from icecube_functions import icecube_get_lightcurves -from panstarrs_functions import panstarrs_get_lightcurves -from plot_functions import create_figures -from sample_selection import (clean_sample, get_green_sample, get_hon_sample, get_lamassa_sample, get_lopeznavas_sample, - get_lyu_sample, get_macleod16_sample, get_macleod19_sample, get_ruan_sample, get_sdss_sample, get_sheng_sample, get_yang_sample) -from tess_kepler_functions import tess_kepler_get_lightcurves -from wise_functions import wise_get_lightcurves -# Note: ZTF data is temporarily located in a non-public AWS S3 bucket. It is automatically available -# from the Fornax Science Console, but otherwise will require explicit user credentials. -from ztf_functions import ztf_get_lightcurves -``` - -## 1. Define the sample -We define here a "gold" sample of spectroscopically confirmed changing look AGN and quasars. This sample includes both objects which change from type 1 to type 2 and also the opposite. Future studies may want to treat these as separate objects or separate QSOs from AGN. Bibcodes for the samples used are listed next to their functions for reference. - -Significant work went into the functions which grab the samples from the papers. They use Astroquery, NED, SIMBAD, Vizier, and in a few cases grab the tables from the html versions of the paper. There are trickeries involved in accessing coordinates from tables in the literature. Not every literature table is stored in its entirety in all of these resources, so be sure to check that your chosen method is actually getting the information that you see in the paper table. Warning: You will get false results if using NED or SIMBAD on a table that has more rows than are printed in the journal. - -```{code-cell} ipython3 -# Build up the sample -# Initially set up lists to hold the coordinates and their reference paper name as a label -coords =[] -labels = [] - -# Choose your own adventure: - -#get_lamassa_sample(coords, labels) #2015ApJ...800..144L -#get_macleod16_sample(coords, labels) #2016MNRAS.457..389M -#get_ruan_sample(coords, labels) #2016ApJ...826..188R -#get_macleod19_sample(coords, labels) #2019ApJ...874....8M -#get_sheng_sample(coords, labels) #2020ApJ...889...46S -#get_green_sample(coords, labels) #2022ApJ...933..180G -#get_lyu_sample(coords, labels) #z32022ApJ...927..227L -#get_lopeznavas_sample(coords, labels) #2022MNRAS.513L..57L -#get_hon_sample(coords, labels) #2022MNRAS.511...54H -get_yang_sample(coords, labels) #2018ApJ...862..109Y - -# Get some "normal" QSOs -# there are ~500K of these, so choose the number based on -# a balance between speed of running the light curves and whatever -# the ML algorithms would like to have - -# num_normal_QSO = 5000 -# zmin, zmax = 0, 10 -# randomize_z = False -#get_sdss_sample(coords, labels, num=num_normal_QSO, zmin=zmin, zmax=zmax, randomize_z=randomize_z) - -# Remove duplicates, attach an objectid to the coords, -# convert to astropy table to keep all relevant info together -sample_table = clean_sample(coords, labels) - -#give this sample a name for use in saving files -sample_name = "yang_CLAGN" -``` - -### 1.1 Build your own sample - -To build your own sample, you can follow the examples of functions above to grab coordinates from your favorite literature resource, - -or - -You can use [astropy's read](https://docs.astropy.org/en/stable/io/ascii/read.html) function to read in an input table -to an [astropy table](https://docs.astropy.org/en/stable/table/) - -+++ - -### 1.2 Write out your sample to disk - -At this point you may wish to write out your sample to disk and reuse that in future work sessions, instead of creating it from scratch again. - -For the format of the save file, we would suggest to choose from various formats that fully support astropy objects(eg., SkyCoord). One example that works is Enhanced Character-Separated Values or ['ecsv'](https://docs.astropy.org/en/stable/io/ascii/ecsv.html) - -```{code-cell} ipython3 -savename_sample = f"output/{sample_name}_sample.ecsv" -sample_table.write(savename_sample, format='ascii.ecsv', overwrite = True) -``` - -### 1.3 Load the sample table from disk - -Do only this step from this section when you have a previously generated sample table - -```{code-cell} ipython3 -#sample_table = Table.read(savename_sample, format='ascii.ecsv') -``` - -### 1.4 Initialize data structure to hold the light curves - -```{code-cell} ipython3 -# We wrote our own class for a Pandas MultiIndex [DataFrame](https://pandas.pydata.org/docs/reference/api/pandas.DataFrame.html) for storing the light curves -# This class helps simplify coding of common uses for the DataFrame. -df_lc = MultiIndexDFObject() -``` - -## 2. Find light curves for these targets in NASA catalogs -We search a curated list of time-domain catalogs from NASA astrophysics archives. Because each archive is different, and in many cases each catalog is different, each function to access a catalog is necessarily specialized to the location and format of that particular catalog. - -+++ - -### 2.1 HEASARC: FERMI & Beppo SAX -The function to retrieve HEASARC data accesses the HEASARC archive using a pyvo search with a table upload. This is the fastest way to access data from HEASARC catalogs at scale. - -While these aren't strictly light curves, we would like to track if there are gamma rays detected in advance of any change in the CLAGN light curves. We store these gamma ray detections as single data points. Because gamma ray detections typically have very large error radii, our current technique is to keep matches in the catalogs within some manually selected error radius, currently defaulting to 1 degree for Fermi and 3 degrees for Beppo SAX. These values are chosen based on a histogram of all values for those catalogs. - -```{code-cell} ipython3 -start_serial = time.time() #keep track of all serial archive calls to compare later with parallel archive call time -heasarcstarttime = time.time() - -# What is the size of error_radius for the catalogs that we will accept for our cross-matching? -# in degrees; chosen based on histogram of all values for these catalogs -max_fermi_error_radius = str(1.0) -max_sax_error_radius = str(3.0) - -# catalogs to query and their corresponding max error radii -heasarc_catalogs = {"FERMIGTRIG": max_fermi_error_radius, "SAXGRBMGRB": max_sax_error_radius} - -# get heasarc light curves in the above curated list of catalogs -df_lc_HEASARC = heasarc_get_lightcurves(sample_table, catalog_error_radii=heasarc_catalogs) - -# add the resulting dataframe to all other archives -df_lc.append(df_lc_HEASARC) - -print('heasarc search took:', time.time() - heasarcstarttime, 's') -``` - -### 2.2 IRSA: ZTF -The function to retrieve ZTF light curves accesses a parquet version of the ZTF catalog stored in the cloud using pyarrow. This is the fastest way to access the ZTF catalog at scale. The ZTF [API](https://irsa.ipac.caltech.edu/docs/program_interface/ztf_lightcurve_api.html) is available for small sample searches. One unique thing about this function is that it has parallelization built in to the function itself. - -```{code-cell} ipython3 -ZTFstarttime = time.time() - -# get ZTF lightcurves -# use the nworkers arg to control the amount of parallelization in the data loading step -df_lc_ZTF = ztf_get_lightcurves(sample_table, nworkers=6) - -# add the resulting dataframe to all other archives -df_lc.append(df_lc_ZTF) - -print('ZTF search took:', time.time() - ZTFstarttime, 's') -``` - -### 2.3 IRSA: WISE - -We use the unWISE light curves catalog ([Meisner et al., 2023](https://ui.adsabs.harvard.edu/abs/2023AJ....165...36M/abstract)) which ties together all WISE & NEOWISE 2010 - 2020 epochs. Specifically it combines all observations at a single epoch to achieve deeper mag limits than individual observations alone. - -The function to retrieve WISE light curves accesses an IRSA generated version of the catalog in parquet format being stored in the AWS cloud [Open Data Repository](https://registry.opendata.aws/collab/nasa/) - -```{code-cell} ipython3 -WISEstarttime = time.time() - -bandlist = ['W1', 'W2'] #list of the WISE band names -WISE_radius = 1.0 # arcsec -# get WISE light curves -df_lc_WISE = wise_get_lightcurves(sample_table, radius=WISE_radius, bandlist=bandlist) - -# add the resulting dataframe to all other archives -df_lc.append(df_lc_WISE) - -print('WISE search took:', time.time() - WISEstarttime, 's') -``` - -### 2.4 MAST: Pan-STARRS -The function to retrieve lightcurves from Pan-STARRS currently uses their API; based on this [example](https://ps1images.stsci.edu/ps1_dr2_api.html). This search is not efficient at scale and we expect it to be replaced in the future. - -```{code-cell} ipython3 -panstarrsstarttime = time.time() - -panstarrs_search_radius = 1.0/3600.0 # search radius = 1 arcsec -# get panstarrs light curves -df_lc_panstarrs = panstarrs_get_lightcurves(sample_table, radius=panstarrs_search_radius) - -# add the resulting dataframe to all other archives -df_lc.append(df_lc_panstarrs) - -print('Panstarrs search took:', time.time() - panstarrsstarttime, 's') -``` - -### 2.5 MAST: TESS, Kepler and K2 -The function to retrieve lightcurves from these three missions currently uses the open source package [`lightKurve`](https://docs.lightkurve.org/index.html). This search is not efficient at scale and we expect it to be replaced in the future. - -```{code-cell} ipython3 -lightkurvestarttime = time.time() - -TESS_search_radius = 1.0 #arcseconds -# get TESS/Kepler/K2 light curves -df_lc_TESS = tess_kepler_get_lightcurves(sample_table, radius=TESS_search_radius) - -# add the resulting dataframe to all other archives -df_lc.append(df_lc_TESS) - -print('TESS/Kepler/K2 search took:', time.time() - lightkurvestarttime, 's') - -# LightKurve will return an "Error" when it doesn't find a match for a target -# These are not real errors and can be safely ignored. -``` - -### 2.6 MAST: Hubble Catalog of Variables ([HCV](https://archive.stsci.edu/hlsp/hcv)) -The function to retrieve lightcurves from HCV currently uses their API; based on this [example](https://archive.stsci.edu/hst/hsc/help/HCV/HCV_API_demo.html). This search is not efficient at scale and we expect it to be replaced in the future. - -```{code-cell} ipython3 -HCVstarttime = time.time() - -HCV_radius = 1.0/3600.0 # radius = 1 arcsec -# get HCV light curves -df_lc_HCV = hcv_get_lightcurves(sample_table, radius=HCV_radius) - -# add the resulting dataframe to all other archives -df_lc.append(df_lc_HCV) - -print('HCV search took:', time.time() - HCVstarttime, 's') -``` - -## 3. Find light curves for these targets in relevant, non-NASA catalogs - -+++ - -### 3.1 Gaia -The function to retrieve Gaia light curves accesses the Gaia DR3 "source lite" catalog using an astroquery search with a table upload to do the join with the Gaia photometry. This is currently the fastest way to access light curves from Gaia at scale. - -```{code-cell} ipython3 -gaiastarttime = time.time() - -# get Gaia light curves -df_lc_gaia = gaia_get_lightcurves(sample_table, search_radius=1/3600, verbose=0) - -# add the resulting dataframe to all other archives -df_lc.append(df_lc_gaia) - -print('gaia search took:', time.time() - gaiastarttime, 's') -``` - -### 3.3 IceCube neutrinos - -There are several [catalogs](https://icecube.wisc.edu/data-releases/2021/01/all-sky-point-source-icecube-data-years-2008-2018) (basically one for each year of IceCube data from 2008 - 2018). The following code creates a large catalog by combining -all the yearly catalogs. -The IceCube catalog contains Neutrino detections with associated energy and time and approximate direction (which is uncertain by half-degree scales....). Usually, for active events only one or two Neutrinos are detected, which makes matching quite different compared to "photons". For our purpose, we will list the top 3 events in energy that are within a given distance to the target. - -This time series (time vs. neutrino energy) information is similar to photometry. We choose to storing time and energy in our data structure, leaving error = 0. What is __not__ stored in this format is the distance or angular uncertainty of the event direction. - -```{code-cell} ipython3 -icecubestarttime = time.time() - -# get icecube data points -df_lc_icecube = icecube_get_lightcurves(sample_table, icecube_select_topN=3) - -# add the resulting dataframe to all other archives -df_lc.append(df_lc_icecube) - -print('icecube search took:', time.time() - icecubestarttime, 's') -end_serial = time.time() -``` - -```{code-cell} ipython3 -# benchmarking -print('total time for serial archive calls is ', end_serial - start_serial, 's') -``` - -## 4. Parallel processing the archive calls - -This section shows how to increase the speed of the multi-archive search by running the calls in parallel using python's `multiprocessing` library. -This can be a convenient and efficient method for small to medium sample sizes. -One drawback is that error messages tend to get lost in the background and never displayed for the user. -Running this on very large samples may fail because of the way the platform is setup to cull sessions which appear to be inactive. -For sample sizes >~500 and/or improved logging and monitoring options, consider using the bash script demonstrated in the related tutorial notebook [scale_up](scale_up.md). - -```{code-cell} ipython3 -# number of workers to use in the parallel processing pool -# this should equal the total number of archives called -n_workers = 8 - -# keyword arguments for the archive calls -heasarc_kwargs = dict(catalog_error_radii={"FERMIGTRIG": "1.0", "SAXGRBMGRB": "3.0"}) -ztf_kwargs = dict(nworkers=None) # the internal parallelization is incompatible with Pool -wise_kwargs = dict(radius=1.0, bandlist=['W1', 'W2']) -panstarrs_kwargs = dict(radius=1.0/3600.0) -tess_kepler_kwargs = dict(radius=1.0) -hcv_kwargs = dict(radius=1.0/3600.0) -gaia_kwargs = dict(search_radius=1/3600, verbose=0) -icecube_kwargs = dict(icecube_select_topN=3) -``` - -```{code-cell} ipython3 -parallel_starttime = time.time() - -# start a multiprocessing pool and run all the archive queries -parallel_df_lc = MultiIndexDFObject() # to collect the results -callback = parallel_df_lc.append # will be called once on the result returned by each archive -with mp.Pool(processes=n_workers) as pool: - - # start the processes that call the archives - pool.apply_async(heasarc_get_lightcurves, args=(sample_table,), kwds=heasarc_kwargs, callback=callback) - pool.apply_async(ztf_get_lightcurves, args=(sample_table,), kwds=ztf_kwargs, callback=callback) - pool.apply_async(wise_get_lightcurves, args=(sample_table,), kwds=wise_kwargs, callback=callback) - pool.apply_async(panstarrs_get_lightcurves, args=(sample_table,), kwds=panstarrs_kwargs, callback=callback) - pool.apply_async(tess_kepler_get_lightcurves, args=(sample_table,), kwds=tess_kepler_kwargs, callback=callback) - pool.apply_async(hcv_get_lightcurves, args=(sample_table,), kwds=hcv_kwargs, callback=callback) - pool.apply_async(gaia_get_lightcurves, args=(sample_table,), kwds=gaia_kwargs, callback=callback) - pool.apply_async(icecube_get_lightcurves, args=(sample_table,), kwds=icecube_kwargs, callback=callback) - - pool.close() # signal that no more jobs will be submitted to the pool - pool.join() # wait for all jobs to complete, including the callback - -parallel_endtime = time.time() - -# LightKurve will return an "Error" when it doesn't find a match for a target -# These are not real errors and can be safely ignored. -``` - -```{code-cell} ipython3 -# How long did parallel processing take? -# and look at the results -print('parallel processing took', parallel_endtime - parallel_starttime, 's') -parallel_df_lc.data -``` - -```{code-cell} ipython3 -# Save the data for future use with ML notebook -parquet_savename = f"output/{sample_name}_df_lc.parquet" -parallel_df_lc.data.to_parquet(parquet_savename) -print("file saved!") -``` - -```{code-cell} ipython3 -# Could load a previously saved file in order to plot -#parquet_loadname = 'output/df_lc_090723_yang.parquet' -#parallel_df_lc = MultiIndexDFObject() -#parallel_df_lc.data = pd.read_parquet(parquet_loadname) -#print("file loaded!") -``` - -## 5. Make plots of luminosity as a function of time -These plots are modelled after [van Velzen et al., 2021](https://arxiv.org/pdf/2111.09391.pdf). We show flux in mJy as a function of time for all available bands for each object. `show_nbr_figures` controls how many plots are actually generated and returned to the screen. If you choose to save the plots with `save_output`, they will be put in the output directory and labelled by sample number. - -__Note__ that in the following, we can either plot the results from `df_lc` (from the serial call) or `parallel_df_lc` (from the parallel call). By default (see next cell) the output of the parallel call is used. - -```{code-cell} ipython3 -_ = create_figures(df_lc = parallel_df_lc, # either df_lc (serial call) or parallel_df_lc (parallel call) - show_nbr_figures = 5, # how many plots do you actually want to see? - save_output = True , # should the resulting plots be saved? - ) -``` - -## References - -This work made use of: - -* Astroquery; Ginsburg et al., 2019, 2019AJ....157...98G -* Astropy; Astropy Collaboration 2022, Astropy Collaboration 2018, Astropy Collaboration 2013, 2022ApJ...935..167A, 2018AJ....156..123A, 2013A&A...558A..33A -* Lightkurve; Lightkurve Collaboration 2018, 2018ascl.soft12013L -* acstools; https://zenodo.org/record/7406933#.ZBH1HS-B0eY -* unWISE light curves; Meisner et al., 2023, 2023AJ....165...36M - -```{code-cell} ipython3 - -``` diff --git a/_sources/light_curves/scale_up.md b/_sources/light_curves/scale_up.md deleted file mode 100644 index d9640fcc..00000000 --- a/_sources/light_curves/scale_up.md +++ /dev/null @@ -1,606 +0,0 @@ ---- -jupytext: - cell_metadata_filter: -all - text_representation: - extension: .md - format_name: myst - format_version: 0.13 - jupytext_version: 1.16.1 -kernelspec: - display_name: Python 3 (ipykernel) - language: python - name: python3 ---- - -# Make Multi-Wavelength Light Curves for Large Samples - -+++ - -## Learning Goals - -By the end of this tutorial, you will be able to: - -- Parallelize the code demonstrated in the [light_curve_generator](light_curve_generator.md) notebook to get multi-wavelength light curves. -- Launch a run using a large sample of objects, monitor the run's progress automatically, and understand its resource usage (CPU and RAM). -- Understand some general challenges and requirements when scaling up code. - -+++ - -## Introduction - -+++ - -This notebook shows how to collect multi-wavelength light curves for a large sample of target objects. -This is a scaling-up of the [light_curve_generator](light_curve_generator.md) and assumes you are familiar with the content of that notebook. - -Notebook sections are: - -- Overview: Describes functionality of the included bash script and python helper functions. Compares some parallel processing options. Introduces `top` and what be aware of. -- Example 1: Shows how to launch a large-scale run using the bash script, monitor its progress automatically, and diagnose a problem (out of RAM). This method is recommended for sample sizes greater than a few hundred. -- Example 2: Shows how to parallelize the example from the light_curve_generator notebook using the helper and python's `multiprocessing` library. -- Example 3: Details the helper parameter options and how to use them in python and bash. -- Appendix: Contains background information including a discussion of the challenges, needs, and wants encountered when scaling up this code, and general advice for the user which can be applied to other use cases. - -As written, this notebook is expected to require at least 1 CPU and 6G RAM. - -**Many of the bash commands below are shown in non-executable cells because they are not intended to be run in this notebook.** -Bash commands that are not executed below begin with the symbol `$ `, and those that are executed begin with `!`. -Both types can be called from the command-line -- open a new terminal and copy/paste the cell text without the beginning symbol. The bash script is not intended to be executed from within a notebook and may behave strangely if attempted. -Also be aware that the script path shown in the commands below assumes you are in the same directory as this notebook. Adjust it if needed. - -+++ - -## Overview - -+++ - -### Parallel processing methods: bash script vs. python's `multiprocessing` - -- Bash script: Recommended for most runs with medium to large sample sizes (>~500). Allows ZTF to use additional parallelization internally, and so is often faster (ZTF often takes the longest and returns the most data for AGN-like samples). Writes stdout and stderr to log files, useful for monitoring jobs and resource usage. Can save `top` output to a file to help identify CPU and RAM usage/needs. -- Python's `multiprocessing` library: Can be convenient for runs with small to medium sample sizes, up to ~500. Has drawbacks that may be significant including the inability to use ZTF's internal parallelization and that it does not save the log output (stdout and stderr) to file. An advantage of the `multiprocessing` example in this notebook over the light_curve_generator is that it automatically saves the sample and light curve data to disk after loading them and can automatically skip those functions in subsequent calls and use the files instead. - -+++ - -### The python helper - -The python "helper" is a set of wrapper functions around the same 'code_src/' functions used in the light_curve_generator notebook. - -- The wrappers facilitate parallelization and large-scale runs by automating tasks like saving the function outputs to files. -- The helper does not actually implement parallelization and can only run one function per call. -- The helper can be used in combination with any parallel processing method. -- The helper can load `top` output from a file to pandas DataFrames and make some figures. - -+++ - -### The bash script - -The bash script allows the user to collect light curves from a large scale sample with a single command and provides options to help manage and monitor the run. -In a nutshell, the script does the following when called using flags that "launch a run": - -- calls the helper to gather the requested sample and then launches jobs for each archive query in separate, parallel processes. -- redirects stdout and stderr to log files. -- tells the user what the process PIDs are and where the log and data files are. -- exits, leaving the archive jobs running in the background. - -In case all the archive calls need to be canceled after the script exits, the user can call the script again with a different flag to have it find and kill all the processes it launched. - -While the jobs are running, the user can call the script again with a different flag to have it save `top` output to a log file at a user-defined interval. -The helper can be used to load this file to pandas DataFrames and make some figures. - -+++ - -### Interpreting `top` - -If you are unfamiliar with `top`, the answer to this [StackExchange question](https://superuser.com/questions/575202/understanding-top-command-in-unix) contains a basic description of the fields in the output. -Also, beware that `top` can be configured to display values in different ways (e.g., as a percentage of either a single CPU or of all available CPUs). -To understand the local configuration, read the man page (run `man top` in a terminal), particularly the sections "SUMMARY Display" and "FIELDS / Columns Display". - -+++ - -### Fornax Science Console - -There are a couple of things to be aware of when running on the Fornax Science Console. - -Take note of the amount of CPU and RAM available to the server type you choose when starting the session. -In particular, beware that `top` can show a larger amount of total RAM than is actually accessible to your server due to resource sharing between users. - -The Science Console is primarily intended for interactive use and will cull sessions which appear to be inactive. -If you want a notebook or script to run for longer than about 30 minutes and you will not be interacting with the Console, running `top` during that time can help keep the session active. - -+++ - -### Imports - -This cell will install the dependencies, if needed: - -```{code-cell} ipython3# -# Uncomment the next line to install dependencies if needed. -# !pip install -r requirements_scale_up.txt -``` - -```{code-cell} -import multiprocessing # python parallelization method -import pandas as pd # use a DataFrame to work with light-curve and other data -import sys # add code directories to the path - -sys.path.append("code_src/") -import helpers.scale_up # python "helper" for parallelization and large scale runs -import helpers.top # load `top` output to DataFrames and make figures -from data_structures import MultiIndexDFObject # load light curve data as a MultiIndexDFObject -from plot_functions import create_figures # make light curve figures -``` - -## Example 1: Multi-wavelength light curves for 500,000 SDSS AGN - -+++ - -This example shows how to launch a large-scale collection of light curves using the bash script, monitor its performance, and diagnose a problem (out of RAM). -This run collects light curves for 500,000 SDSS objects and takes several hours to complete, but is not actually executed here. -Instead, we show the bash commands and then look at logs that were generated by running the commands on 2024/03/01. -If executed, the run is expected to require at least 2 CPUs and 100G RAM. - -+++ - -### Launch the run - -+++ - -```bash -# This will launch a very large scale run. -# See Example 3 for a detailed explanation of parameter options. -# If you are running this for the first time, reduce the sample size 500000 -> 50. - -# run_id will be used in future calls to manage this run, and also determines the name of the output directory. -# If you are executing this, change run_id to your own value to avoid overwriting the demo logs. -$ run_id="demo-SDSS-500k" - -# Execute the run. -# This will get the sample and then call all archives specified by the '-a' flag. -# Defaults will be used for all keyword arguments that are not specified. -$ bash code_src/helpers/scale_up.sh \ - -r "$run_id" \ - -j '{"get_samples": {"SDSS": {"num": 500000}}, "archives": {"ZTF": {"nworkers": 8}}}' \ - -a "Gaia HEASARC IceCube WISE ZTF" -``` - -+++ - -The script will run the 'get sample' job, then launch the archive query jobs in parallel and exit. -Archive jobs will continue running in the background until they either complete or encounter an error. -Example 2 shows how to load the data. - -Command output from 2024/03/01 logs: - -```{code-cell} -!cat output/lightcurves-demo-SDSS-500k/logs/scale_up.sh.log -# There is a warning that the SDSS 'specObjID' column was converted from an int to a string. -# The column is immediately dropped. It is not used in the code. -``` - -### Cancel - -+++ - -You can cancel jobs at any time. - -If the script is still running, press `Control-C`. - -If the script has exited, there are two options. - -1) To cancel an individual job, kill the job's process using: - -+++ - -```bash -$ pid=0000 # get the number from script output -$ kill $pid -``` - -+++ - -2) To cancel the entire run, use the `-k` (kill) flag: - -+++ - -```bash -$ bash code_src/helpers/scale_up.sh -r "$run_id" -k -``` - -+++ - -### Restart - -+++ - -If you want to restart and skip step(s) that previously completed, run the first command again and add one or both "overwrite" flags set to false: - -+++ - -```bash -# use the same run_id as before -$ bash code_src/helpers/scale_up.sh \ - -r "$run_id" \ - -j '{"get_samples": {"SDSS": {"num": 500000}}, "archives": {"ZTF": {"nworkers": 8}}}' \ - -a "Gaia HEASARC IceCube WISE ZTF" \ - -d "overwrite_existing_sample=false" \ - -d "overwrite_existing_lightcurves=false" -``` - -+++ - -### Monitor - -+++ - -There are at least three places to look for information about a run's status. - -- Check the logs for job status or errors. The bash script will redirect stdout and stderr to log files and print out the paths for you. -- Check for light curve (parquet) data. The script will print out the "parquet_dir". `ls` this directory. You will see a subdirectory for each archive call that has completed successfully, assuming it retrieved data for the sample. -- Watch `top`. The script will print the job PIDs. The script can also monitor `top` for you and save the output to a log file. - -+++ - -#### Logs - -```{code-cell} -# Gaia log from 2024/03/01 (success) -!cat output/lightcurves-demo-SDSS-500k/logs/gaia.log -``` - -```{code-cell} -# ZTF log from 2024/03/01 (failure) -!cat output/lightcurves-demo-SDSS-500k/logs/ztf.log -``` - -The logs above show that the ZTF job loaded the light curve data successfully ("100%") but exited without writing the parquet file (no "Light curves saved" message like Gaia). -The data was lost. -There is also no indication of an error; the job just ends. -We can diagnose what happened by looking at the `top` output. - -+++ - -#### `top` - -While the jobs are running, you can monitor `top` and save the output to a log file by calling the script again with the `-t` flag. -This call must be separate from the call that launches the run. -If you want to capture the sample step as well as the archive queries, open a second terminal and call the script with `-t` right after launching the run in the first terminal. - -+++ - -```bash -$ interval=10m # choose your interval -$ bash code_src/helpers/scale_up.sh -r "run_id" -t "$interval" -``` - -+++ - -The script will continue running until after all of run_id's jobs have completed. -You can cancel at anytime with `Control-C` and start it again with a new interval. - -Once saved to file, the helper can parse the `top` output into pandas DataFrames and make some figures. - -`top` output from 2024/03/01: - -```{code-cell} -run_id = "demo-SDSS-500k" -logs_dir = helpers.scale_up.run(build="logs_dir", run_id=run_id) - -toplog = helpers.top.load_top_output(toptxt_dir=logs_dir, run_id=run_id) -``` - -```{code-cell} -# System summary information from lines 1-5 of `top` output. One row per time step. -toplog.summary_df.sample(5) -``` - -```{code-cell} -# Information about running processes from lines 6+ of `top` output. One row per process, per time step. -toplog.pids_df.sample(5) -``` - -```{code-cell} -fig = toplog.plot_overview() -``` - -In the figure, panels 1 and 2 show CPU usage while 3 and 4 show memory usage. -Panels 1 and 3 show system totals while panels 2 and 4 show usage by individual processes. -Specifically: - -- Panel 1: System CPU load, averaged over the previous one minute. A value of "1" means that all compute tasks could have been completed by one CPU working 100% of the time (in reality, the tasks would have been split between the available CPUs). If this value exceeds the number of CPUs available, some tasks will wait in a queue before being executed. -- Panel 2: Percentage of time the given process used a CPU. This can be greater than 100% if a process uses multiple threads. -- Panel 3: Amount of unused memory available to the system. If this nears zero, the system will start killing processes so that the entire machine doesn't go down. -- Panel 4: Percentage of total RAM used by the given process. - -There are many interesting features in the figure that the reader may want to look at in more detail. -For example, other than ZTF's memory spike at the end, we see that the full run collecting multi-wavelength light curves for the SDSS 500k sample could be completed with about 2 CPU and 60G RAM. -We also see that the IceCube call completes very quickly but requires a significant amount of memory. -Another observation is that the WISE call's CPU activity seems to slow down when the ZTF workers are running, indicating that a different number of ZTF workers may be more efficient overall. - -We want to learn why the ZTF job failed. -Let's zoom in on that time period: - -```{code-cell} -fig = toplog.plot_overview(between_time=("22:55", "23:10")) -``` - -In the second panel above we see the ZTF worker processes (which load the light curve data) ending just after 23:00 and then the ZTF parent process continues by itself. -Around 23:06 in the fourth panel, we see the ZTF job's memory usage rise sharply to almost 100% and then drop immediately to zero when the job terminates. -This coincides with the total available memory dropping to near zero in the third panel. -This shows that the machine did not have enough memory for the ZTF call to successfully transform the light curve data collected by the workers into a `MultiIndexDFObject` and write it as a parquet file, so the machine killed the job. - -The solution is to rerun the ZTF archive call on a machine with more RAM. - -To learn exactly which step in `ztf_get_lightcurves` was causing this and how much memory it actually needed, additional print statements were inserted into the code similar to the following: - -```{code-cell} -# this was inserted just before "exploding" the dataframe in ztf_functions.py -# helpers.scale_up._now() prints the current timestamp -print(f"{helpers.scale_up._now()} | starting explode", flush=True) -# ztf_df = ztf_df.explode(... # this is the next line in ztf_functions.py -``` - -ZTF was then rerun on a large machine and `top` output was saved. -After the run, we manually compared timestamps between the ZTF log and `top` output and tagged relevant `top` timestamps with corresponding step names by appending the name to the '----' delineator, like this for the "explode" step: - -```{code-cell} -!cat output/lightcurves-demo-SDSS-500k/logs/top.tag-ztf.txt | grep -A12 explode -``` - -The helper can recognize these tags and show them on a figure: - -```{code-cell} -ztf_toplog = helpers.top.load_top_output(toptxt_file="top.tag-ztf.txt", toptxt_dir=logs_dir, run_id=run_id) - -fig = ztf_toplog.plot_time_tags(summary_y="used_GiB") -# (This run starts by reading a previously cached parquet file containing the raw data returned by workers.) -``` - -This figure shows that almost 100G RAM is required for the ZTF job to succeed. -It further shows that the "explode" step requires the most memory, followed by creating the MultiIndexDFObject. -From here, the user can choose an appropriately sized machine and/or consider whether `ztf_get_lightcurves` could be made to use less memory. - -+++ - -## Example 2: Parallelizing the light_curve_generator notebook - -+++ - -This example shows how to parallelize the example from the light_curve_generator notebook using the helper and python's `multiprocessing`. -An advantage of the method shown here is that it automatically saves the sample and light curve data to disk after loading them and can automatically skip those steps in subsequent calls and use the files instead. -This is a small sample (Yang, 30 objects). -If you want a sample larger than a few hundred, consider using the bash script instead. - -Define the keyword arguments for the run: - -```{code-cell} -kwargs_dict = { - "run_id": "demo-Yang-sample", - # Paper names to gather the sample from. - "get_samples": ["Yang"], - # Keyword arguments for *_get_lightcurves archive calls. - "archives": { - "Gaia": {"search_radius": 1 / 3600, "verbose": 0}, - "HEASARC": {"catalog_error_radii": {"FERMIGTRIG": 1.0, "SAXGRBMGRB": 3.0}}, - "IceCube": {"icecube_select_topN": 3, "max_search_radius": 2.0}, - "WISE": {"radius": 1.0, "bandlist": ["W1", "W2"]}, - "ZTF": {"match_radius": 1 / 3600, "nworkers": None}, - }, -} -# See Example 3 for a detailed explanation of parameter options. -kwargs_dict -``` - -Decide which archives to query. -This is a separate list because the helper can only run one archive call at a time. -We will iterate over this list and launch each job separately. - -```{code-cell} -# archive_names = ["PanSTARRS", "WISE"] # choose your own list -archive_names = helpers.scale_up.ARCHIVE_NAMES["all"] # predefined list -archive_names -``` - -In the next cell, we: - -- collect the sample and write it as a .ecsv file; then -- query the archives in parallel using a `multiprocessing.Pool` and write the light curve data as .parquet files. - -```{code-cell} -%%time -sample_table = helpers.scale_up.run(build="sample", **kwargs_dict) -# sample_table is returned if you want to look at it but it is not used below - -with multiprocessing.Pool(processes=len(archive_names)) as pool: - # submit one job per archive - for archive in archive_names: - pool.apply_async(helpers.scale_up.run, kwds={"build": "lightcurves", "archive": archive, **kwargs_dict}) - pool.close() # signal that no more jobs will be submitted to the pool - pool.join() # wait for all jobs to complete - -# Note: The console output from different archive calls gets jumbled together below. -# Worse, error messages tend to get lost in the background and never displayed. -# If you have trouble, consider running an archive call individually without the Pool -# or using the bash script instead. -``` - -The light curves are saved in the "parquet_dir" directory. -Each archive call writes data to a parquet file in its own subdirectory. -These can be loaded together as a single dataset: - -```{code-cell} -# copy/paste the directory path from the output above, or ask the helper for it like this: -parquet_dir = helpers.scale_up.run(build="parquet_dir", **kwargs_dict) -df_lc = pd.read_parquet(parquet_dir) - -df_lc.sample(10) -``` - -Now we can make figures: - -```{code-cell} -_ = create_figures(df_lc=MultiIndexDFObject(data=df_lc), show_nbr_figures=1, save_output=False) -``` - -## Example 3: Keyword arguments and script flags - -+++ - -This example shows the python `kwargs_dict` and bash script flag options in more detail. - -### Python `kwargs_dict` - -`kwargs_dict` is a dictionary containing all keyword arguments for the run. It can contain: - -- names and keyword arguments for any of the `get_*_sample` functions. -- keyword arguments for any of the `*_get_lightcurves` functions. -- other keyword arguments used directly by the helper. - These options and their defaults are shown below, further documented in the helper's `run` function. - -```{code-cell} -# show kwargs_dict defaults -helpers.scale_up.DEFAULTS -``` - -```{code-cell} -# show parameter documentation -print(helpers.scale_up.run.__doc__) -``` - -### Bash script flags - -Use the `-h` (help) flag to view the script's flag options: - -```{code-cell} -# show flag documentation -!bash code_src/helpers/scale_up.sh -h -``` - -### Using a yaml file - -It can be convenient to save the parameters in a yaml file, especially when using the bash script or in cases where you want to store parameters for later reference or re-use. - -Define an extended set of parameters and save it as a yaml file: - -```{code-cell} -yaml_run_id = "demo-kwargs-yaml" - -get_samples = { - "green": {}, - "ruan": {}, - "papers_list": { - "paper_kwargs": [ - {"paper_link": "2022ApJ...933...37W", "label": "Galex variable 22"}, - {"paper_link": "2020ApJ...896...10B", "label": "Palomar variable 20"}, - ] - }, - "SDSS": {"num": 10, "zmin": 0.5, "zmax": 2, "randomize_z": True}, - "ZTF_objectid": {"objectids": ["ZTF18aabtxvd", "ZTF18aahqkbt", "ZTF18abxftqm", "ZTF18acaqdaa"]}, -} - -archives = { - "Gaia": {"search_radius": 2 / 3600}, - "HEASARC": {"catalog_error_radii": {"FERMIGTRIG": 1.0, "SAXGRBMGRB": 3.0}}, - "IceCube": {"icecube_select_topN": 4, "max_search_radius": 2.0}, - "WISE": {"radius": 1.5, "bandlist": ["W1", "W2"]}, - "ZTF": {"nworkers": 6, "match_radius": 2 / 3600}, -} - -yaml_kwargs_dict = { - "get_samples": get_samples, - "consolidate_nearby_objects": False, - "archives": archives, -} - -helpers.scale_up.write_kwargs_to_yaml(run_id=yaml_run_id, **yaml_kwargs_dict) -``` - -The path to the yaml file is printed in the output above. -You can alter the contents of the file as you like. -To use the file, set the kwarg `use_yaml=True`. - -Python example for the get-sample step: - -```{code-cell} -sample_table = helpers.scale_up.run(build="sample", run_id=yaml_run_id, use_yaml=True) -``` - -Bash example: - -+++ - -```bash -$ yaml_run_id=demo-kwargs-yaml -$ bash code_src/helpers/scale_up.sh -r "$yaml_run_id" -d "use_yaml=true" -a "Gaia HEASARC IceCube WISE ZTF" -``` - -+++ - -## Appendix: What to expect - -+++ - -### Challenges of large-scale runs - -+++ - -Scaling up to large sample sizes brings new challenges. -Even if things go smoothly, each function call may need to use a lot more resources like CPU, RAM, and bandwidth, and may take much longer to complete. -Also, we'll want to run some functions in parallel to save time overall, but that will mean they must compete with each other for resources. - -These issues are complicated by the fact that different combinations of samples and archive calls can trigger different problems. -Inefficiencies in any part of the process -- our code, archive backends, etc. -- which may have been negligible at small scale can balloon into significant hurdles. - -Problems can manifest in different ways. -For example, progress may slow to a crawl, or it may run smoothly for several hours and then crash suddenly. -If the job is running in the background, print statements and error messages may get lost and never be displayed for the user if they are not redirected to a file. - -+++ - -### Needs and wants for large-scale runs - -+++ - -The main goal is to reduce the total time it takes to run the full code, so we want to look for opportunities to parallelize. -We can group the light_curve_generator code into two main steps: (1) gather the target object sample; then (2) generate light curves by querying the archives and standardizing the returned data. -All of the archive calls have to wait for the sample to be available before starting, but then they can run independently in parallel. -This is fortunate, since gathering the sample does not take long compared to the archive calls. - -It is useful to be able to monitor the run's resource usage and capture print statements, error messages, etc. to log files in order to understand if/when something goes wrong. -Even with parallelization, gathering light curves for a large sample of objects is likely to take a few hours at least. -So we want to automate the monitoring tasks as much as possible. - -If the run fails, we'd like to be able to restart it without having to redo steps that were previously successful. -To accomplish this, the inputs and outputs need to be less tightly coupled than they are in the light_curve_generator notebook. -Specifically, we want to save the sample and light curve data to file as soon as each piece is collected, and we want the archive functions to be able to get the `sample_table` input from file. - -The python helper and bash script were specifically designed to fulfill many of these wants and needs. - -+++ - -### Advice for the user - -+++ - -Getting started: -1. Skim this notebook to understand the process, available options, and potential sticking points. -2. Try things with a small sample size first, then scale up to your desired full sample. -3. Don't be surprised if something goes wrong. - Every new combination of factors can present different challenges and reasons for the code to fail. - This includes the sample selection, which archives are called and what parameters are used, runtime environment, machine CPU and RAM capabilities, network bandwidth, etc. - Scaling up any code base comes with challenges, and some of these cannot be fully managed by pre-written code. - You may need to observe how the code performs, diagnose a problem, and adapt the input parameters, machine size, etc. in order to successfully execute. - -To execute a run: -1. Define all of the get-sample and get-lightcurve parameters. -2. Launch the run by calling the bash script or some other multi-processing method. - Capturing stdout, stderr and `top` output to log files is highly recommended. -4. If a get-lightcurve (get-sample) job exits without writing a .parquet (.ecsv) file, inspect the logs and `top` output to try to determine the reason it failed. - It could be anything from a missing python library (install it), to an archive encountering an internal error (wait a bit and try again), to the job getting killed prematurely because its needs exceeded the available RAM (try a machine with more RAM, a smaller sample size, or running fewer archive calls at a time), to many other things. - -+++ - -## About this notebook - -**Authors**: Troy Raen, Jessica Krick, Brigitta Sipőcz, Shoubaneh Hemmati, Andreas Faisst, David Shupe - -**Updated On**: 2024-04-05 diff --git a/_static/basic.css b/_static/basic.css deleted file mode 100644 index 2af6139e..00000000 --- a/_static/basic.css +++ /dev/null @@ -1,925 +0,0 @@ -/* - * 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; 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-} - -: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/check-solid.svg b/_static/check-solid.svg deleted file mode 100644 index 92fad4b5..00000000 --- a/_static/check-solid.svg +++ /dev/null @@ -1,4 +0,0 @@ - - - - diff --git a/_static/clipboard.min.js b/_static/clipboard.min.js deleted file mode 100644 index 54b3c463..00000000 --- a/_static/clipboard.min.js +++ /dev/null @@ -1,7 +0,0 @@ -/*! - * clipboard.js v2.0.8 - * https://clipboardjs.com/ - * - * Licensed MIT © Zeno Rocha - */ -!function(t,e){"object"==typeof exports&&"object"==typeof module?module.exports=e():"function"==typeof define&&define.amd?define([],e):"object"==typeof exports?exports.ClipboardJS=e():t.ClipboardJS=e()}(this,function(){return n={686:function(t,e,n){"use strict";n.d(e,{default:function(){return o}});var e=n(279),i=n.n(e),e=n(370),u=n.n(e),e=n(817),c=n.n(e);function a(t){try{return document.execCommand(t)}catch(t){return}}var f=function(t){t=c()(t);return a("cut"),t};var l=function(t){var e,n,o,r=1 - - - - diff --git a/_static/copybutton.css b/_static/copybutton.css deleted file mode 100644 index f1916ec7..00000000 --- a/_static/copybutton.css +++ /dev/null @@ -1,94 +0,0 @@ -/* Copy buttons */ -button.copybtn { - position: absolute; - display: flex; - top: .3em; - right: .3em; - width: 1.7em; - height: 1.7em; - opacity: 0; - transition: opacity 0.3s, border .3s, background-color .3s; - user-select: none; - padding: 0; - border: none; - outline: none; - border-radius: 0.4em; - /* The colors that GitHub uses */ - border: #1b1f2426 1px solid; - background-color: #f6f8fa; - color: #57606a; -} - -button.copybtn.success { - border-color: #22863a; - color: #22863a; -} - -button.copybtn svg { - stroke: currentColor; - width: 1.5em; - height: 1.5em; - padding: 0.1em; -} - -div.highlight { - position: relative; -} - -/* Show the copybutton */ -.highlight:hover button.copybtn, button.copybtn.success { - opacity: 1; -} - -.highlight button.copybtn:hover { - background-color: rgb(235, 235, 235); -} - -.highlight button.copybtn:active { - background-color: rgb(187, 187, 187); -} - -/** - * A minimal CSS-only tooltip copied from: - * https://codepen.io/mildrenben/pen/rVBrpK - * - * To use, write HTML like the following: - * - *

Short

- */ - .o-tooltip--left { - position: relative; - } - - .o-tooltip--left:after { - opacity: 0; - visibility: hidden; - position: absolute; - content: attr(data-tooltip); - padding: .2em; - font-size: .8em; - left: -.2em; - background: grey; - color: white; - white-space: nowrap; - z-index: 2; - border-radius: 2px; - transform: translateX(-102%) translateY(0); - transition: opacity 0.2s cubic-bezier(0.64, 0.09, 0.08, 1), transform 0.2s cubic-bezier(0.64, 0.09, 0.08, 1); -} - -.o-tooltip--left:hover:after { - display: block; - opacity: 1; - visibility: visible; - transform: translateX(-100%) translateY(0); - transition: opacity 0.2s cubic-bezier(0.64, 0.09, 0.08, 1), transform 0.2s cubic-bezier(0.64, 0.09, 0.08, 1); - transition-delay: .5s; -} - -/* By default the copy button shouldn't show up when printing a page */ -@media print { - button.copybtn { - display: none; - } -} diff --git a/_static/copybutton.js b/_static/copybutton.js deleted file mode 100644 index 2ea7ff3e..00000000 --- a/_static/copybutton.js +++ /dev/null @@ -1,248 +0,0 @@ -// Localization support -const messages = { - 'en': { - 'copy': 'Copy', - 'copy_to_clipboard': 'Copy to clipboard', - 'copy_success': 'Copied!', - 'copy_failure': 'Failed to copy', - }, - 'es' : { - 'copy': 'Copiar', - 'copy_to_clipboard': 'Copiar al portapapeles', - 'copy_success': '¡Copiado!', - 'copy_failure': 'Error al copiar', - }, - 'de' : { - 'copy': 'Kopieren', - 'copy_to_clipboard': 'In die Zwischenablage kopieren', - 'copy_success': 'Kopiert!', - 'copy_failure': 'Fehler beim Kopieren', - }, - 'fr' : { - 'copy': 'Copier', - 'copy_to_clipboard': 'Copier dans le presse-papier', - 'copy_success': 'Copié !', - 'copy_failure': 'Échec de la copie', - }, - 'ru': { - 'copy': 'Скопировать', - 'copy_to_clipboard': 'Скопировать в буфер', - 'copy_success': 'Скопировано!', - 'copy_failure': 'Не удалось скопировать', - }, - 'zh-CN': { - 'copy': '复制', - 'copy_to_clipboard': '复制到剪贴板', - 'copy_success': '复制成功!', - 'copy_failure': '复制失败', - }, - 'it' : { - 'copy': 'Copiare', - 'copy_to_clipboard': 'Copiato negli appunti', - 'copy_success': 'Copiato!', - 'copy_failure': 'Errore durante la copia', - } -} - -let locale = 'en' -if( document.documentElement.lang !== undefined - && messages[document.documentElement.lang] !== undefined ) { - locale = document.documentElement.lang -} - -let doc_url_root = DOCUMENTATION_OPTIONS.URL_ROOT; -if (doc_url_root == '#') { - doc_url_root = ''; -} - -/** - * SVG files for our copy buttons - */ -let iconCheck = ` - ${messages[locale]['copy_success']} - - -` - -// If the user specified their own SVG use that, otherwise use the default -let iconCopy = ``; -if (!iconCopy) { - iconCopy = ` - ${messages[locale]['copy_to_clipboard']} - - - -` -} - -/** - * Set up copy/paste for code blocks - */ - -const runWhenDOMLoaded = cb => { - if (document.readyState != 'loading') { - cb() - } else if (document.addEventListener) { - document.addEventListener('DOMContentLoaded', cb) - } else { - document.attachEvent('onreadystatechange', function() { - if (document.readyState == 'complete') cb() - }) - } -} - -const codeCellId = index => `codecell${index}` - -// Clears selected text since ClipboardJS will select the text when copying -const clearSelection = () => { - if (window.getSelection) { - window.getSelection().removeAllRanges() - } else if (document.selection) { - document.selection.empty() - } -} - -// Changes tooltip text for a moment, then changes it back -// We want the timeout of our `success` class to be a bit shorter than the -// tooltip and icon change, so that we can hide the icon before changing back. -var timeoutIcon = 2000; -var timeoutSuccessClass = 1500; - -const temporarilyChangeTooltip = (el, oldText, newText) => { - el.setAttribute('data-tooltip', newText) - el.classList.add('success') - // Remove success a little bit sooner than we change the tooltip - // So that we can use CSS to hide the copybutton first - setTimeout(() => el.classList.remove('success'), timeoutSuccessClass) - setTimeout(() => el.setAttribute('data-tooltip', oldText), timeoutIcon) -} - -// Changes the copy button icon for two seconds, then changes it back -const temporarilyChangeIcon = (el) => { - el.innerHTML = iconCheck; - setTimeout(() => {el.innerHTML = iconCopy}, timeoutIcon) -} - -const addCopyButtonToCodeCells = () => { - // If ClipboardJS hasn't loaded, wait a bit and try again. This - // happens because we load ClipboardJS asynchronously. - if (window.ClipboardJS === undefined) { - setTimeout(addCopyButtonToCodeCells, 250) - return - } - - // Add copybuttons to all of our code cells - const COPYBUTTON_SELECTOR = 'div.highlight pre'; - const codeCells = document.querySelectorAll(COPYBUTTON_SELECTOR) - codeCells.forEach((codeCell, index) => { - const id = codeCellId(index) - codeCell.setAttribute('id', id) - - const clipboardButton = id => - `` - codeCell.insertAdjacentHTML('afterend', clipboardButton(id)) - }) - -function escapeRegExp(string) { - return string.replace(/[.*+?^${}()|[\]\\]/g, '\\$&'); // $& means the whole matched string -} - -/** - * Removes excluded text from a Node. - * - * @param {Node} target Node to filter. - * @param {string} exclude CSS selector of nodes to exclude. - * @returns {DOMString} Text from `target` with text removed. - */ -function filterText(target, exclude) { - const clone = target.cloneNode(true); // clone as to not modify the live DOM - if (exclude) { - // remove excluded nodes - clone.querySelectorAll(exclude).forEach(node => node.remove()); - } - return clone.innerText; -} - -// Callback when a copy button is clicked. Will be passed the node that was clicked -// should then grab the text and replace pieces of text that shouldn't be used in output -function formatCopyText(textContent, copybuttonPromptText, isRegexp = false, onlyCopyPromptLines = true, removePrompts = true, copyEmptyLines = true, lineContinuationChar = "", hereDocDelim = "") { - var regexp; - var match; - - // Do we check for line continuation characters and "HERE-documents"? - var useLineCont = !!lineContinuationChar - var useHereDoc = !!hereDocDelim - - // create regexp to capture prompt and remaining line - if (isRegexp) { - regexp = new RegExp('^(' + copybuttonPromptText + ')(.*)') - } else { - regexp = new RegExp('^(' + escapeRegExp(copybuttonPromptText) + ')(.*)') - } - - const outputLines = []; - var promptFound = false; - var gotLineCont = false; - var gotHereDoc = false; - const lineGotPrompt = []; - for (const line of textContent.split('\n')) { - match = line.match(regexp) - if (match || gotLineCont || gotHereDoc) { - promptFound = regexp.test(line) - lineGotPrompt.push(promptFound) - if (removePrompts && promptFound) { - outputLines.push(match[2]) - } else { - outputLines.push(line) - } - gotLineCont = line.endsWith(lineContinuationChar) & useLineCont - if (line.includes(hereDocDelim) & useHereDoc) - gotHereDoc = !gotHereDoc - } else if (!onlyCopyPromptLines) { - outputLines.push(line) - } else if (copyEmptyLines && line.trim() === '') { - outputLines.push(line) - } - } - - // If no lines with the prompt were found then just use original lines - if (lineGotPrompt.some(v => v === true)) { - textContent = outputLines.join('\n'); - } - - // Remove a trailing newline to avoid auto-running when pasting - if (textContent.endsWith("\n")) { - textContent = textContent.slice(0, -1) - } - return textContent -} - - -var copyTargetText = (trigger) => { - var target = document.querySelector(trigger.attributes['data-clipboard-target'].value); - - // get filtered text - let exclude = '.linenos'; - - let text = filterText(target, exclude); - return formatCopyText(text, '', false, true, true, true, '', '') -} - - // Initialize with a callback so we can modify the text before copy - const clipboard = new ClipboardJS('.copybtn', {text: copyTargetText}) - - // Update UI with error/success messages - clipboard.on('success', event => { - clearSelection() - temporarilyChangeTooltip(event.trigger, messages[locale]['copy'], messages[locale]['copy_success']) - temporarilyChangeIcon(event.trigger) - }) - - clipboard.on('error', event => { - temporarilyChangeTooltip(event.trigger, messages[locale]['copy'], messages[locale]['copy_failure']) - }) -} - -runWhenDOMLoaded(addCopyButtonToCodeCells) \ No newline at end of file diff --git a/_static/copybutton_funcs.js b/_static/copybutton_funcs.js deleted file mode 100644 index dbe1aaad..00000000 --- a/_static/copybutton_funcs.js +++ /dev/null @@ -1,73 +0,0 @@ -function escapeRegExp(string) { - return string.replace(/[.*+?^${}()|[\]\\]/g, '\\$&'); // $& means the whole matched string -} - -/** - * Removes excluded text from a Node. - * - * @param {Node} target Node to filter. - * @param {string} exclude CSS selector of nodes to exclude. - * @returns {DOMString} Text from `target` with text removed. - */ -export function filterText(target, exclude) { - const clone = target.cloneNode(true); // clone as to not modify the live DOM - if (exclude) { - // remove excluded nodes - clone.querySelectorAll(exclude).forEach(node => node.remove()); - } - return clone.innerText; -} - -// Callback when a copy button is clicked. Will be passed the node that was clicked -// should then grab the text and replace pieces of text that shouldn't be used in output -export function formatCopyText(textContent, copybuttonPromptText, isRegexp = false, onlyCopyPromptLines = true, removePrompts = true, copyEmptyLines = true, lineContinuationChar = "", hereDocDelim = "") { - var regexp; - var match; - - // Do we check for line continuation characters and "HERE-documents"? - var useLineCont = !!lineContinuationChar - var useHereDoc = !!hereDocDelim - - // create regexp to capture prompt and remaining line - if (isRegexp) { - regexp = new RegExp('^(' + copybuttonPromptText + ')(.*)') - } else { - regexp = new RegExp('^(' + escapeRegExp(copybuttonPromptText) + ')(.*)') - } - - const outputLines = []; - var promptFound = false; - var gotLineCont = false; - var gotHereDoc = false; - const lineGotPrompt = []; - for (const line of textContent.split('\n')) { - match = line.match(regexp) - if (match || gotLineCont || gotHereDoc) { - promptFound = regexp.test(line) - lineGotPrompt.push(promptFound) - if (removePrompts && promptFound) { - outputLines.push(match[2]) - } else { - outputLines.push(line) - } - gotLineCont = line.endsWith(lineContinuationChar) & useLineCont - if (line.includes(hereDocDelim) & useHereDoc) - gotHereDoc = !gotHereDoc - } else if (!onlyCopyPromptLines) { - outputLines.push(line) - } else if (copyEmptyLines && line.trim() === '') { - outputLines.push(line) - } - } - - // If no lines with the prompt were found then just use original lines - if (lineGotPrompt.some(v => v === true)) { - textContent = outputLines.join('\n'); - } - - // Remove a trailing newline to avoid auto-running when pasting - if (textContent.endsWith("\n")) { - textContent = textContent.slice(0, -1) - } - return textContent -} diff --git a/_static/doctools.js b/_static/doctools.js deleted file mode 100644 index 4d67807d..00000000 --- a/_static/doctools.js +++ /dev/null @@ -1,156 +0,0 @@ -/* - * 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; - event.preventDefault(); - } - break; - case "ArrowRight": - if (!DOCUMENTATION_OPTIONS.NAVIGATION_WITH_KEYS) break; - - const nextLink = document.querySelector('link[rel="next"]'); - if (nextLink && nextLink.href) { - window.location.href = nextLink.href; - event.preventDefault(); - } - break; - } - } - - // some keyboard layouts may need Shift to get / - switch (event.key) { - case "/": - if (!DOCUMENTATION_OPTIONS.ENABLE_SEARCH_SHORTCUTS) break; - Documentation.focusSearchBar(); - event.preventDefault(); - } - }); - }, -}; - -// quick alias for translations -const _ = Documentation.gettext; - -_ready(Documentation.init); diff --git a/_static/documentation_options.js b/_static/documentation_options.js deleted file mode 100644 index dab586c0..00000000 --- a/_static/documentation_options.js +++ /dev/null @@ -1,13 +0,0 @@ -const DOCUMENTATION_OPTIONS = { - VERSION: '', - LANGUAGE: 'en', - COLLAPSE_INDEX: false, - BUILDER: 'html', - FILE_SUFFIX: '.html', - LINK_SUFFIX: '.html', - HAS_SOURCE: true, - SOURCELINK_SUFFIX: '', - NAVIGATION_WITH_KEYS: false, - SHOW_SEARCH_SUMMARY: true, - ENABLE_SEARCH_SHORTCUTS: true, -}; \ No newline at end of file diff --git a/_static/file.png b/_static/file.png deleted file mode 100644 index a858a410..00000000 Binary files a/_static/file.png and /dev/null differ diff --git a/_static/fornax_favicon.ico b/_static/fornax_favicon.ico deleted file mode 100644 index d1353e06..00000000 Binary files a/_static/fornax_favicon.ico and /dev/null differ diff --git a/_static/fornax_logo.png b/_static/fornax_logo.png deleted file mode 100644 index ea487b6d..00000000 Binary files a/_static/fornax_logo.png and /dev/null differ diff --git a/_static/images/logo_binder.svg b/_static/images/logo_binder.svg deleted file mode 100644 index 45fecf75..00000000 --- a/_static/images/logo_binder.svg +++ /dev/null @@ -1,19 +0,0 @@ - - - - -logo - - - - - - - - diff --git a/_static/images/logo_colab.png b/_static/images/logo_colab.png deleted file mode 100644 index b7560ec2..00000000 Binary files a/_static/images/logo_colab.png and /dev/null differ diff --git a/_static/images/logo_deepnote.svg b/_static/images/logo_deepnote.svg deleted file mode 100644 index fa77ebfc..00000000 --- a/_static/images/logo_deepnote.svg +++ /dev/null @@ -1 +0,0 @@ - diff --git a/_static/images/logo_jupyterhub.svg b/_static/images/logo_jupyterhub.svg deleted file mode 100644 index 60cfe9f2..00000000 --- a/_static/images/logo_jupyterhub.svg +++ /dev/null @@ -1 +0,0 @@ -logo_jupyterhubHub diff --git a/_static/language_data.js b/_static/language_data.js deleted file mode 100644 index 367b8ed8..00000000 --- a/_static/language_data.js +++ /dev/null @@ -1,199 +0,0 @@ -/* - * language_data.js - * ~~~~~~~~~~~~~~~~ - * - * This script contains the language-specific data used by searchtools.js, - * namely the list of stopwords, stemmer, scorer and splitter. - * - * :copyright: Copyright 2007-2024 by the Sphinx team, see AUTHORS. - * :license: BSD, see LICENSE for details. - * - */ - -var stopwords = ["a", "and", "are", "as", "at", "be", "but", "by", "for", "if", "in", "into", "is", "it", "near", "no", "not", "of", "on", "or", "such", "that", "the", "their", "then", "there", "these", "they", "this", "to", "was", "will", "with"]; - - -/* Non-minified version is copied as a separate JS file, if available */ - -/** - * Porter Stemmer - */ -var Stemmer = function() { - - var step2list = { - ational: 'ate', - tional: 'tion', - enci: 'ence', - anci: 'ance', - izer: 'ize', - bli: 'ble', - alli: 'al', - entli: 'ent', - eli: 'e', - ousli: 'ous', - ization: 'ize', - ation: 'ate', - ator: 'ate', - alism: 'al', - iveness: 'ive', - fulness: 'ful', - ousness: 'ous', - aliti: 'al', - iviti: 'ive', - biliti: 'ble', - logi: 'log' - }; - - var step3list = { - icate: 'ic', - ative: '', - alize: 'al', - iciti: 'ic', - ical: 'ic', - ful: '', - ness: '' - }; - - var c = "[^aeiou]"; // consonant - var v = "[aeiouy]"; // vowel - var C = c + "[^aeiouy]*"; // consonant sequence - var V = v + "[aeiou]*"; // vowel sequence - - var mgr0 = "^(" + C + ")?" + V + C; // [C]VC... is m>0 - var meq1 = "^(" + C + ")?" + V + C + "(" + V + ")?$"; // [C]VC[V] is m=1 - var mgr1 = "^(" + C + ")?" + V + C + V + C; // [C]VCVC... is m>1 - var s_v = "^(" + C + ")?" + v; // vowel in stem - - this.stemWord = function (w) { - var stem; - var suffix; - var firstch; - var origword = w; - - if (w.length < 3) - return w; - - var re; - var re2; - var re3; - var re4; - - firstch = w.substr(0,1); - if (firstch == "y") - w = firstch.toUpperCase() + w.substr(1); - - // Step 1a - re = /^(.+?)(ss|i)es$/; - re2 = /^(.+?)([^s])s$/; - - if (re.test(w)) - w = w.replace(re,"$1$2"); - else if (re2.test(w)) - w = w.replace(re2,"$1$2"); - - // Step 1b - re = /^(.+?)eed$/; - re2 = /^(.+?)(ed|ing)$/; - if (re.test(w)) { - var fp = re.exec(w); - re = new RegExp(mgr0); - if (re.test(fp[1])) { - re = /.$/; - w = w.replace(re,""); - } - } - else if (re2.test(w)) { - var fp = re2.exec(w); - stem = fp[1]; - re2 = new RegExp(s_v); - if (re2.test(stem)) { - w = stem; - re2 = /(at|bl|iz)$/; - re3 = new RegExp("([^aeiouylsz])\\1$"); - re4 = new RegExp("^" + C + v + "[^aeiouwxy]$"); - if (re2.test(w)) - w = w + "e"; - else if (re3.test(w)) { - re = /.$/; - w = w.replace(re,""); - } - else if (re4.test(w)) - w = w + "e"; - } - } - - // Step 1c - re = /^(.+?)y$/; - if (re.test(w)) { - var fp = re.exec(w); - stem = fp[1]; - re = new RegExp(s_v); - if (re.test(stem)) - w = stem + "i"; - } - - // Step 2 - re = /^(.+?)(ational|tional|enci|anci|izer|bli|alli|entli|eli|ousli|ization|ation|ator|alism|iveness|fulness|ousness|aliti|iviti|biliti|logi)$/; - if (re.test(w)) { - var fp = re.exec(w); - stem = fp[1]; - suffix = fp[2]; - re = new RegExp(mgr0); - if (re.test(stem)) - w = stem + step2list[suffix]; - } - - // Step 3 - re = /^(.+?)(icate|ative|alize|iciti|ical|ful|ness)$/; - if (re.test(w)) { - var fp = re.exec(w); - stem = fp[1]; - suffix = fp[2]; - re = new RegExp(mgr0); - if (re.test(stem)) - w = stem + step3list[suffix]; - } - - // Step 4 - re = /^(.+?)(al|ance|ence|er|ic|able|ible|ant|ement|ment|ent|ou|ism|ate|iti|ous|ive|ize)$/; - re2 = /^(.+?)(s|t)(ion)$/; - if (re.test(w)) { - var fp = re.exec(w); - stem = fp[1]; - re = new RegExp(mgr1); - if (re.test(stem)) - w = stem; - } - else if (re2.test(w)) { - var fp = re2.exec(w); - stem = fp[1] + fp[2]; - re2 = new RegExp(mgr1); - if (re2.test(stem)) - w = stem; - } - - // Step 5 - re = /^(.+?)e$/; - if (re.test(w)) { - var fp = re.exec(w); - stem = fp[1]; - re = new RegExp(mgr1); - re2 = new RegExp(meq1); - re3 = new RegExp("^" + C + v + "[^aeiouwxy]$"); - if (re.test(stem) || (re2.test(stem) && !(re3.test(stem)))) - w = stem; - } - re = /ll$/; - re2 = new RegExp(mgr1); - if (re.test(w) && re2.test(w)) { - re = /.$/; - w = w.replace(re,""); - } - - // and turn initial Y back to y - if (firstch == "y") - w = firstch.toLowerCase() + w.substr(1); - return w; - } -} - diff --git a/_static/locales/ar/LC_MESSAGES/booktheme.mo b/_static/locales/ar/LC_MESSAGES/booktheme.mo deleted file mode 100644 index 15541a6a..00000000 Binary files a/_static/locales/ar/LC_MESSAGES/booktheme.mo and /dev/null differ diff --git a/_static/locales/ar/LC_MESSAGES/booktheme.po b/_static/locales/ar/LC_MESSAGES/booktheme.po deleted file mode 100644 index 34d404c6..00000000 --- a/_static/locales/ar/LC_MESSAGES/booktheme.po +++ /dev/null @@ -1,75 +0,0 @@ - -msgid "" -msgstr "" -"Project-Id-Version: Sphinx-Book-Theme\n" -"MIME-Version: 1.0\n" -"Content-Type: text/plain; charset=UTF-8\n" -"Content-Transfer-Encoding: 8bit\n" -"Language: ar\n" -"Plural-Forms: nplurals=2; plural=(n != 1);\n" - -msgid "Print to PDF" -msgstr "طباعة إلى PDF" - -msgid "Theme by the" -msgstr "موضوع بواسطة" - -msgid "Download source file" -msgstr "تنزيل ملف المصدر" - -msgid "open issue" -msgstr "قضية مفتوحة" - -msgid "Contents" -msgstr "محتويات" - -msgid "previous page" -msgstr "الصفحة السابقة" - -msgid "Download notebook file" -msgstr "تنزيل ملف دفتر الملاحظات" - -msgid "Copyright" -msgstr "حقوق النشر" - -msgid "Download this page" -msgstr "قم بتنزيل هذه الصفحة" - -msgid "Source repository" -msgstr "مستودع المصدر" - -msgid "By" -msgstr "بواسطة" - -msgid "repository" -msgstr "مخزن" - -msgid "Last updated on" -msgstr "آخر تحديث في" - -msgid "Toggle navigation" -msgstr "تبديل التنقل" - -msgid "Sphinx Book Theme" -msgstr "موضوع كتاب أبو الهول" - -msgid "suggest edit" -msgstr "أقترح تحرير" - -msgid "Open an issue" -msgstr "افتح قضية" - -msgid "Launch" -msgstr "إطلاق" - -msgid "Fullscreen mode" -msgstr "وضع ملء الشاشة" - -msgid "Edit this page" -msgstr "قم بتحرير هذه الصفحة" - -msgid "By the" -msgstr "بواسطة" - -msgid "next page" -msgstr "الصفحة التالية" diff --git a/_static/locales/bg/LC_MESSAGES/booktheme.mo b/_static/locales/bg/LC_MESSAGES/booktheme.mo deleted file mode 100644 index da951200..00000000 Binary files a/_static/locales/bg/LC_MESSAGES/booktheme.mo and /dev/null differ diff --git a/_static/locales/bg/LC_MESSAGES/booktheme.po b/_static/locales/bg/LC_MESSAGES/booktheme.po deleted file mode 100644 index 7420c19e..00000000 --- a/_static/locales/bg/LC_MESSAGES/booktheme.po +++ /dev/null @@ -1,75 +0,0 @@ - -msgid "" -msgstr "" -"Project-Id-Version: Sphinx-Book-Theme\n" -"MIME-Version: 1.0\n" -"Content-Type: text/plain; charset=UTF-8\n" -"Content-Transfer-Encoding: 8bit\n" -"Language: bg\n" -"Plural-Forms: nplurals=2; plural=(n != 1);\n" - -msgid "Print to PDF" -msgstr "Печат в PDF" - -msgid "Theme by the" -msgstr "Тема от" - -msgid "Download source file" -msgstr "Изтеглете изходния файл" - -msgid "open issue" -msgstr "отворен брой" - -msgid "Contents" -msgstr "Съдържание" - -msgid "previous page" -msgstr "предишна страница" - -msgid "Download notebook file" -msgstr "Изтеглете файла на бележника" - -msgid "Copyright" -msgstr "Авторско право" - -msgid "Download this page" -msgstr "Изтеглете тази страница" - -msgid "Source repository" -msgstr "Хранилище на източника" - -msgid "By" -msgstr "От" - -msgid "repository" -msgstr "хранилище" - -msgid "Last updated on" -msgstr "Последна актуализация на" - -msgid "Toggle navigation" -msgstr "Превключване на навигацията" - -msgid "Sphinx Book Theme" -msgstr "Тема на книгата Sphinx" - -msgid "suggest edit" -msgstr "предложи редактиране" - -msgid "Open an issue" -msgstr "Отворете проблем" - -msgid "Launch" -msgstr "Стартиране" - -msgid "Fullscreen mode" -msgstr "Режим на цял екран" - -msgid "Edit this page" -msgstr "Редактирайте тази страница" - -msgid "By the" -msgstr "По" - -msgid "next page" -msgstr "Следваща страница" diff --git a/_static/locales/bn/LC_MESSAGES/booktheme.mo b/_static/locales/bn/LC_MESSAGES/booktheme.mo deleted file mode 100644 index 6b96639b..00000000 Binary files a/_static/locales/bn/LC_MESSAGES/booktheme.mo and /dev/null differ diff --git a/_static/locales/bn/LC_MESSAGES/booktheme.po b/_static/locales/bn/LC_MESSAGES/booktheme.po deleted file mode 100644 index 63a07c36..00000000 --- a/_static/locales/bn/LC_MESSAGES/booktheme.po +++ /dev/null @@ -1,63 +0,0 @@ - -msgid "" -msgstr "" -"Project-Id-Version: Sphinx-Book-Theme\n" -"MIME-Version: 1.0\n" -"Content-Type: text/plain; charset=UTF-8\n" -"Content-Transfer-Encoding: 8bit\n" -"Language: bn\n" -"Plural-Forms: nplurals=2; plural=(n != 1);\n" - -msgid "Print to PDF" -msgstr "পিডিএফ প্রিন্ট করুন" - -msgid "Theme by the" -msgstr "থিম দ্বারা" - -msgid "Download source file" -msgstr "উত্স ফাইল ডাউনলোড করুন" - -msgid "open issue" -msgstr "খোলা সমস্যা" - -msgid "previous page" -msgstr "আগের পৃষ্ঠা" - -msgid "Download notebook file" -msgstr "নোটবুক ফাইল ডাউনলোড করুন" - -msgid "Copyright" -msgstr "কপিরাইট" - -msgid "Download this page" -msgstr "এই পৃষ্ঠাটি ডাউনলোড করুন" - -msgid "Source repository" -msgstr "উত্স সংগ্রহস্থল" - -msgid "By" -msgstr "দ্বারা" - -msgid "Last updated on" -msgstr "সর্বশেষ আপডেট" - -msgid "Toggle navigation" -msgstr "নেভিগেশন টগল করুন" - -msgid "Sphinx Book Theme" -msgstr "স্পিনিক্স বুক থিম" - -msgid "Open an issue" -msgstr "একটি সমস্যা খুলুন" - -msgid "Launch" -msgstr "শুরু করা" - -msgid "Edit this page" -msgstr "এই পৃষ্ঠাটি সম্পাদনা করুন" - -msgid "By the" -msgstr "দ্বারা" - -msgid "next page" -msgstr "পরবর্তী পৃষ্ঠা" diff --git a/_static/locales/ca/LC_MESSAGES/booktheme.mo b/_static/locales/ca/LC_MESSAGES/booktheme.mo deleted file mode 100644 index a4dd30e9..00000000 Binary files a/_static/locales/ca/LC_MESSAGES/booktheme.mo and /dev/null differ diff --git a/_static/locales/ca/LC_MESSAGES/booktheme.po b/_static/locales/ca/LC_MESSAGES/booktheme.po deleted file mode 100644 index 8fb358bf..00000000 --- a/_static/locales/ca/LC_MESSAGES/booktheme.po +++ /dev/null @@ -1,66 +0,0 @@ - -msgid "" -msgstr "" -"Project-Id-Version: Sphinx-Book-Theme\n" -"MIME-Version: 1.0\n" -"Content-Type: text/plain; charset=UTF-8\n" -"Content-Transfer-Encoding: 8bit\n" -"Language: ca\n" -"Plural-Forms: nplurals=2; plural=(n != 1);\n" - -msgid "Print to PDF" -msgstr "Imprimeix a PDF" - -msgid "Theme by the" -msgstr "Tema del" - -msgid "Download source file" -msgstr "Baixeu el fitxer font" - -msgid "open issue" -msgstr "número obert" - -msgid "previous page" -msgstr "Pàgina anterior" - -msgid "Download notebook file" -msgstr "Descarregar fitxer de quadern" - -msgid "Copyright" -msgstr "Copyright" - -msgid "Download this page" -msgstr "Descarregueu aquesta pàgina" - -msgid "Source repository" -msgstr "Dipòsit de fonts" - -msgid "By" -msgstr "Per" - -msgid "Last updated on" -msgstr "Darrera actualització el" - -msgid "Toggle navigation" -msgstr "Commuta la navegació" - -msgid "Sphinx Book Theme" -msgstr "Tema del llibre Esfinx" - -msgid "suggest edit" -msgstr "suggerir edició" - -msgid "Open an issue" -msgstr "Obriu un número" - -msgid "Launch" -msgstr "Llançament" - -msgid "Edit this page" -msgstr "Editeu aquesta pàgina" - -msgid "By the" -msgstr "Per la" - -msgid "next page" -msgstr "pàgina següent" diff --git a/_static/locales/cs/LC_MESSAGES/booktheme.mo b/_static/locales/cs/LC_MESSAGES/booktheme.mo deleted file mode 100644 index c39e01a6..00000000 Binary files a/_static/locales/cs/LC_MESSAGES/booktheme.mo and /dev/null differ diff --git a/_static/locales/cs/LC_MESSAGES/booktheme.po b/_static/locales/cs/LC_MESSAGES/booktheme.po deleted file mode 100644 index c6ef4690..00000000 --- a/_static/locales/cs/LC_MESSAGES/booktheme.po +++ /dev/null @@ -1,75 +0,0 @@ - -msgid "" -msgstr "" -"Project-Id-Version: Sphinx-Book-Theme\n" -"MIME-Version: 1.0\n" -"Content-Type: text/plain; charset=UTF-8\n" -"Content-Transfer-Encoding: 8bit\n" -"Language: cs\n" -"Plural-Forms: nplurals=2; plural=(n != 1);\n" - -msgid "Print to PDF" -msgstr "Tisk do PDF" - -msgid "Theme by the" -msgstr "Téma od" - -msgid "Download source file" -msgstr "Stáhněte si zdrojový soubor" - -msgid "open issue" -msgstr "otevřené číslo" - -msgid "Contents" -msgstr "Obsah" - -msgid "previous page" -msgstr "předchozí stránka" - -msgid "Download notebook file" -msgstr "Stáhnout soubor poznámkového bloku" - -msgid "Copyright" -msgstr "autorská práva" - -msgid "Download this page" -msgstr "Stáhněte si tuto stránku" - -msgid "Source repository" -msgstr "Zdrojové úložiště" - -msgid "By" -msgstr "Podle" - -msgid "repository" -msgstr "úložiště" - -msgid "Last updated on" -msgstr "Naposledy aktualizováno" - -msgid "Toggle navigation" -msgstr "Přepnout navigaci" - -msgid "Sphinx Book Theme" -msgstr "Téma knihy Sfinga" - -msgid "suggest edit" -msgstr "navrhnout úpravy" - -msgid "Open an issue" -msgstr "Otevřete problém" - -msgid "Launch" -msgstr "Zahájení" - -msgid "Fullscreen mode" -msgstr "Režim celé obrazovky" - -msgid "Edit this page" -msgstr "Upravit tuto stránku" - -msgid "By the" -msgstr "Podle" - -msgid "next page" -msgstr "další strana" diff --git a/_static/locales/da/LC_MESSAGES/booktheme.mo b/_static/locales/da/LC_MESSAGES/booktheme.mo deleted file mode 100644 index f43157d7..00000000 Binary files a/_static/locales/da/LC_MESSAGES/booktheme.mo and /dev/null differ diff --git a/_static/locales/da/LC_MESSAGES/booktheme.po b/_static/locales/da/LC_MESSAGES/booktheme.po deleted file mode 100644 index 306a38e5..00000000 --- a/_static/locales/da/LC_MESSAGES/booktheme.po +++ /dev/null @@ -1,75 +0,0 @@ - -msgid "" -msgstr "" -"Project-Id-Version: Sphinx-Book-Theme\n" -"MIME-Version: 1.0\n" -"Content-Type: text/plain; charset=UTF-8\n" -"Content-Transfer-Encoding: 8bit\n" -"Language: da\n" -"Plural-Forms: nplurals=2; plural=(n != 1);\n" - -msgid "Print to PDF" -msgstr "Udskriv til PDF" - -msgid "Theme by the" -msgstr "Tema af" - -msgid "Download source file" -msgstr "Download kildefil" - -msgid "open issue" -msgstr "åbent nummer" - -msgid "Contents" -msgstr "Indhold" - -msgid "previous page" -msgstr "forrige side" - -msgid "Download notebook file" -msgstr "Download notesbog-fil" - -msgid "Copyright" -msgstr "ophavsret" - -msgid "Download this page" -msgstr "Download denne side" - -msgid "Source repository" -msgstr "Kildelager" - -msgid "By" -msgstr "Ved" - -msgid "repository" -msgstr "lager" - -msgid "Last updated on" -msgstr "Sidst opdateret den" - -msgid "Toggle navigation" -msgstr "Skift navigation" - -msgid "Sphinx Book Theme" -msgstr "Sphinx bogtema" - -msgid "suggest edit" -msgstr "foreslå redigering" - -msgid "Open an issue" -msgstr "Åbn et problem" - -msgid "Launch" -msgstr "Start" - -msgid "Fullscreen mode" -msgstr "Fuldskærmstilstand" - -msgid "Edit this page" -msgstr "Rediger denne side" - -msgid "By the" -msgstr "Ved" - -msgid "next page" -msgstr "Næste side" diff --git a/_static/locales/de/LC_MESSAGES/booktheme.mo b/_static/locales/de/LC_MESSAGES/booktheme.mo deleted file mode 100644 index 648b565c..00000000 Binary files a/_static/locales/de/LC_MESSAGES/booktheme.mo and /dev/null differ diff --git a/_static/locales/de/LC_MESSAGES/booktheme.po b/_static/locales/de/LC_MESSAGES/booktheme.po deleted file mode 100644 index 4925360d..00000000 --- a/_static/locales/de/LC_MESSAGES/booktheme.po +++ /dev/null @@ -1,75 +0,0 @@ - -msgid "" -msgstr "" -"Project-Id-Version: Sphinx-Book-Theme\n" -"MIME-Version: 1.0\n" -"Content-Type: text/plain; charset=UTF-8\n" -"Content-Transfer-Encoding: 8bit\n" -"Language: de\n" -"Plural-Forms: nplurals=2; plural=(n != 1);\n" - -msgid "Print to PDF" -msgstr "In PDF drucken" - -msgid "Theme by the" -msgstr "Thema von der" - -msgid "Download source file" -msgstr "Quelldatei herunterladen" - -msgid "open issue" -msgstr "offenes Thema" - -msgid "Contents" -msgstr "Inhalt" - -msgid "previous page" -msgstr "vorherige Seite" - -msgid "Download notebook file" -msgstr "Notebook-Datei herunterladen" - -msgid "Copyright" -msgstr "Urheberrechte ©" - -msgid "Download this page" -msgstr "Laden Sie diese Seite herunter" - -msgid "Source repository" -msgstr "Quell-Repository" - -msgid "By" -msgstr "Durch" - -msgid "repository" -msgstr "Repository" - -msgid "Last updated on" -msgstr "Zuletzt aktualisiert am" - -msgid "Toggle navigation" -msgstr "Navigation umschalten" - -msgid "Sphinx Book Theme" -msgstr "Sphinx-Buch-Thema" - -msgid "suggest edit" -msgstr "vorschlagen zu bearbeiten" - -msgid "Open an issue" -msgstr "Öffnen Sie ein Problem" - -msgid "Launch" -msgstr "Starten" - -msgid "Fullscreen mode" -msgstr "Vollbildmodus" - -msgid "Edit this page" -msgstr "Bearbeite diese Seite" - -msgid "By the" -msgstr "Bis zum" - -msgid "next page" -msgstr "Nächste Seite" diff --git a/_static/locales/el/LC_MESSAGES/booktheme.mo b/_static/locales/el/LC_MESSAGES/booktheme.mo deleted file mode 100644 index fca6e935..00000000 Binary files a/_static/locales/el/LC_MESSAGES/booktheme.mo and /dev/null differ diff --git a/_static/locales/el/LC_MESSAGES/booktheme.po b/_static/locales/el/LC_MESSAGES/booktheme.po deleted file mode 100644 index 3e01acbd..00000000 --- a/_static/locales/el/LC_MESSAGES/booktheme.po +++ /dev/null @@ -1,75 +0,0 @@ - -msgid "" -msgstr "" -"Project-Id-Version: Sphinx-Book-Theme\n" -"MIME-Version: 1.0\n" -"Content-Type: text/plain; charset=UTF-8\n" -"Content-Transfer-Encoding: 8bit\n" -"Language: el\n" -"Plural-Forms: nplurals=2; plural=(n != 1);\n" - -msgid "Print to PDF" -msgstr "Εκτύπωση σε PDF" - -msgid "Theme by the" -msgstr "Θέμα από το" - -msgid "Download source file" -msgstr "Λήψη αρχείου προέλευσης" - -msgid "open issue" -msgstr "ανοιχτό ζήτημα" - -msgid "Contents" -msgstr "Περιεχόμενα" - -msgid "previous page" -msgstr "προηγούμενη σελίδα" - -msgid "Download notebook file" -msgstr "Λήψη αρχείου σημειωματάριου" - -msgid "Copyright" -msgstr "Πνευματική ιδιοκτησία" - -msgid "Download this page" -msgstr "Λήψη αυτής της σελίδας" - -msgid "Source repository" -msgstr "Αποθήκη πηγής" - -msgid "By" -msgstr "Με" - -msgid "repository" -msgstr "αποθήκη" - -msgid "Last updated on" -msgstr "Τελευταία ενημέρωση στις" - -msgid "Toggle navigation" -msgstr "Εναλλαγή πλοήγησης" - -msgid "Sphinx Book Theme" -msgstr "Θέμα βιβλίου Sphinx" - -msgid "suggest edit" -msgstr "προτείνω επεξεργασία" - -msgid "Open an issue" -msgstr "Ανοίξτε ένα ζήτημα" - -msgid "Launch" -msgstr "Εκτόξευση" - -msgid "Fullscreen mode" -msgstr "ΛΕΙΤΟΥΡΓΙΑ ΠΛΗΡΟΥΣ ΟΘΟΝΗΣ" - -msgid "Edit this page" -msgstr "Επεξεργαστείτε αυτήν τη σελίδα" - -msgid "By the" -msgstr "Από το" - -msgid "next page" -msgstr "επόμενη σελίδα" diff --git a/_static/locales/eo/LC_MESSAGES/booktheme.mo b/_static/locales/eo/LC_MESSAGES/booktheme.mo deleted file mode 100644 index d1072bbe..00000000 Binary files a/_static/locales/eo/LC_MESSAGES/booktheme.mo and /dev/null differ diff --git a/_static/locales/eo/LC_MESSAGES/booktheme.po b/_static/locales/eo/LC_MESSAGES/booktheme.po deleted file mode 100644 index f7ed2262..00000000 --- a/_static/locales/eo/LC_MESSAGES/booktheme.po +++ /dev/null @@ -1,75 +0,0 @@ - -msgid "" -msgstr "" -"Project-Id-Version: Sphinx-Book-Theme\n" -"MIME-Version: 1.0\n" -"Content-Type: text/plain; charset=UTF-8\n" -"Content-Transfer-Encoding: 8bit\n" -"Language: eo\n" -"Plural-Forms: nplurals=2; plural=(n != 1);\n" - -msgid "Print to PDF" -msgstr "Presi al PDF" - -msgid "Theme by the" -msgstr "Temo de la" - -msgid "Download source file" -msgstr "Elŝutu fontodosieron" - -msgid "open issue" -msgstr "malferma numero" - -msgid "Contents" -msgstr "Enhavo" - -msgid "previous page" -msgstr "antaŭa paĝo" - -msgid "Download notebook file" -msgstr "Elŝutu kajeran dosieron" - -msgid "Copyright" -msgstr "Kopirajto" - -msgid "Download this page" -msgstr "Elŝutu ĉi tiun paĝon" - -msgid "Source repository" -msgstr "Fonto-deponejo" - -msgid "By" -msgstr "De" - -msgid "repository" -msgstr "deponejo" - -msgid "Last updated on" -msgstr "Laste ĝisdatigita la" - -msgid "Toggle navigation" -msgstr "Ŝalti navigadon" - -msgid "Sphinx Book Theme" -msgstr "Sfinksa Libro-Temo" - -msgid "suggest edit" -msgstr "sugesti redaktadon" - -msgid "Open an issue" -msgstr "Malfermu numeron" - -msgid "Launch" -msgstr "Lanĉo" - -msgid "Fullscreen mode" -msgstr "Plenekrana reĝimo" - -msgid "Edit this page" -msgstr "Redaktu ĉi tiun paĝon" - -msgid "By the" -msgstr "Per la" - -msgid "next page" -msgstr "sekva paĝo" diff --git a/_static/locales/es/LC_MESSAGES/booktheme.mo b/_static/locales/es/LC_MESSAGES/booktheme.mo deleted file mode 100644 index ba2ee4dc..00000000 Binary files a/_static/locales/es/LC_MESSAGES/booktheme.mo and /dev/null differ diff --git a/_static/locales/es/LC_MESSAGES/booktheme.po b/_static/locales/es/LC_MESSAGES/booktheme.po deleted file mode 100644 index 5e0029e5..00000000 --- a/_static/locales/es/LC_MESSAGES/booktheme.po +++ /dev/null @@ -1,75 +0,0 @@ - -msgid "" -msgstr "" -"Project-Id-Version: Sphinx-Book-Theme\n" -"MIME-Version: 1.0\n" -"Content-Type: text/plain; charset=UTF-8\n" -"Content-Transfer-Encoding: 8bit\n" -"Language: es\n" -"Plural-Forms: nplurals=2; plural=(n != 1);\n" - -msgid "Print to PDF" -msgstr "Imprimir en PDF" - -msgid "Theme by the" -msgstr "Tema por el" - -msgid "Download source file" -msgstr "Descargar archivo fuente" - -msgid "open issue" -msgstr "Tema abierto" - -msgid "Contents" -msgstr "Contenido" - -msgid "previous page" -msgstr "pagina anterior" - -msgid "Download notebook file" -msgstr "Descargar archivo de cuaderno" - -msgid "Copyright" -msgstr "Derechos de autor" - -msgid "Download this page" -msgstr "Descarga esta pagina" - -msgid "Source repository" -msgstr "Repositorio de origen" - -msgid "By" -msgstr "Por" - -msgid "repository" -msgstr "repositorio" - -msgid "Last updated on" -msgstr "Ultima actualización en" - -msgid "Toggle navigation" -msgstr "Navegación de palanca" - -msgid "Sphinx Book Theme" -msgstr "Tema del libro de la esfinge" - -msgid "suggest edit" -msgstr "sugerir editar" - -msgid "Open an issue" -msgstr "Abrir un problema" - -msgid "Launch" -msgstr "Lanzamiento" - -msgid "Fullscreen mode" -msgstr "Modo de pantalla completa" - -msgid "Edit this page" -msgstr "Edita esta página" - -msgid "By the" -msgstr "Por el" - -msgid "next page" -msgstr "siguiente página" diff --git a/_static/locales/et/LC_MESSAGES/booktheme.mo b/_static/locales/et/LC_MESSAGES/booktheme.mo deleted file mode 100644 index 983b8239..00000000 Binary files a/_static/locales/et/LC_MESSAGES/booktheme.mo and /dev/null differ diff --git a/_static/locales/et/LC_MESSAGES/booktheme.po b/_static/locales/et/LC_MESSAGES/booktheme.po deleted file mode 100644 index 8680982a..00000000 --- a/_static/locales/et/LC_MESSAGES/booktheme.po +++ /dev/null @@ -1,75 +0,0 @@ - -msgid "" -msgstr "" -"Project-Id-Version: Sphinx-Book-Theme\n" -"MIME-Version: 1.0\n" -"Content-Type: text/plain; charset=UTF-8\n" -"Content-Transfer-Encoding: 8bit\n" -"Language: et\n" -"Plural-Forms: nplurals=2; plural=(n != 1);\n" - -msgid "Print to PDF" -msgstr "Prindi PDF-i" - -msgid "Theme by the" -msgstr "Teema" - -msgid "Download source file" -msgstr "Laadige alla lähtefail" - -msgid "open issue" -msgstr "avatud küsimus" - -msgid "Contents" -msgstr "Sisu" - -msgid "previous page" -msgstr "eelmine leht" - -msgid "Download notebook file" -msgstr "Laadige sülearvuti fail alla" - -msgid "Copyright" -msgstr "Autoriõigus" - -msgid "Download this page" -msgstr "Laadige see leht alla" - -msgid "Source repository" -msgstr "Allikahoidla" - -msgid "By" -msgstr "Kõrval" - -msgid "repository" -msgstr "hoidla" - -msgid "Last updated on" -msgstr "Viimati uuendatud" - -msgid "Toggle navigation" -msgstr "Lülita navigeerimine sisse" - -msgid "Sphinx Book Theme" -msgstr "Sfinksiraamatu teema" - -msgid "suggest edit" -msgstr "soovita muuta" - -msgid "Open an issue" -msgstr "Avage probleem" - -msgid "Launch" -msgstr "Käivitage" - -msgid "Fullscreen mode" -msgstr "Täisekraanirežiim" - -msgid "Edit this page" -msgstr "Muutke seda lehte" - -msgid "By the" -msgstr "Autor" - -msgid "next page" -msgstr "järgmine leht" diff --git a/_static/locales/fi/LC_MESSAGES/booktheme.mo b/_static/locales/fi/LC_MESSAGES/booktheme.mo deleted file mode 100644 index d8ac0545..00000000 Binary files a/_static/locales/fi/LC_MESSAGES/booktheme.mo and /dev/null differ diff --git a/_static/locales/fi/LC_MESSAGES/booktheme.po b/_static/locales/fi/LC_MESSAGES/booktheme.po deleted file mode 100644 index 34dac218..00000000 --- a/_static/locales/fi/LC_MESSAGES/booktheme.po +++ /dev/null @@ -1,75 +0,0 @@ - -msgid "" -msgstr "" -"Project-Id-Version: Sphinx-Book-Theme\n" -"MIME-Version: 1.0\n" -"Content-Type: text/plain; charset=UTF-8\n" -"Content-Transfer-Encoding: 8bit\n" -"Language: fi\n" -"Plural-Forms: nplurals=2; plural=(n != 1);\n" - -msgid "Print to PDF" -msgstr "Tulosta PDF-tiedostoon" - -msgid "Theme by the" -msgstr "Teeman tekijä" - -msgid "Download source file" -msgstr "Lataa lähdetiedosto" - -msgid "open issue" -msgstr "avoin ongelma" - -msgid "Contents" -msgstr "Sisällys" - -msgid "previous page" -msgstr "Edellinen sivu" - -msgid "Download notebook file" -msgstr "Lataa muistikirjatiedosto" - -msgid "Copyright" -msgstr "Tekijänoikeus" - -msgid "Download this page" -msgstr "Lataa tämä sivu" - -msgid "Source repository" -msgstr "Lähteen arkisto" - -msgid "By" -msgstr "Tekijä" - -msgid "repository" -msgstr "arkisto" - -msgid "Last updated on" -msgstr "Viimeksi päivitetty" - -msgid "Toggle navigation" -msgstr "Vaihda navigointia" - -msgid "Sphinx Book Theme" -msgstr "Sphinx-kirjan teema" - -msgid "suggest edit" -msgstr "ehdottaa muokkausta" - -msgid "Open an issue" -msgstr "Avaa ongelma" - -msgid "Launch" -msgstr "Tuoda markkinoille" - -msgid "Fullscreen mode" -msgstr "Koko näytön tila" - -msgid "Edit this page" -msgstr "Muokkaa tätä sivua" - -msgid "By the" -msgstr "Mukaan" - -msgid "next page" -msgstr "seuraava sivu" diff --git a/_static/locales/fr/LC_MESSAGES/booktheme.mo b/_static/locales/fr/LC_MESSAGES/booktheme.mo deleted file mode 100644 index f663d39f..00000000 Binary files a/_static/locales/fr/LC_MESSAGES/booktheme.mo and /dev/null differ diff --git a/_static/locales/fr/LC_MESSAGES/booktheme.po b/_static/locales/fr/LC_MESSAGES/booktheme.po deleted file mode 100644 index 8991a1b8..00000000 --- a/_static/locales/fr/LC_MESSAGES/booktheme.po +++ /dev/null @@ -1,75 +0,0 @@ - -msgid "" -msgstr "" -"Project-Id-Version: Sphinx-Book-Theme\n" -"MIME-Version: 1.0\n" -"Content-Type: text/plain; charset=UTF-8\n" -"Content-Transfer-Encoding: 8bit\n" -"Language: fr\n" -"Plural-Forms: nplurals=2; plural=(n != 1);\n" - -msgid "Print to PDF" -msgstr "Imprimer au format PDF" - -msgid "Theme by the" -msgstr "Thème par le" - -msgid "Download source file" -msgstr "Télécharger le fichier source" - -msgid "open issue" -msgstr "signaler un problème" - -msgid "Contents" -msgstr "Contenu" - -msgid "previous page" -msgstr "page précédente" - -msgid "Download notebook file" -msgstr "Télécharger le fichier notebook" - -msgid "Copyright" -msgstr "droits d'auteur" - -msgid "Download this page" -msgstr "Téléchargez cette page" - -msgid "Source repository" -msgstr "Dépôt source" - -msgid "By" -msgstr "Par" - -msgid "repository" -msgstr "dépôt" - -msgid "Last updated on" -msgstr "Dernière mise à jour le" - -msgid "Toggle navigation" -msgstr "Basculer la navigation" - -msgid "Sphinx Book Theme" -msgstr "Thème du livre Sphinx" - -msgid "suggest edit" -msgstr "suggestion de modification" - -msgid "Open an issue" -msgstr "Ouvrez un problème" - -msgid "Launch" -msgstr "lancement" - -msgid "Fullscreen mode" -msgstr "Mode plein écran" - -msgid "Edit this page" -msgstr "Modifier cette page" - -msgid "By the" -msgstr "Par le" - -msgid "next page" -msgstr "page suivante" diff --git a/_static/locales/hr/LC_MESSAGES/booktheme.mo b/_static/locales/hr/LC_MESSAGES/booktheme.mo deleted file mode 100644 index eca4a1a2..00000000 Binary files a/_static/locales/hr/LC_MESSAGES/booktheme.mo and /dev/null differ diff --git a/_static/locales/hr/LC_MESSAGES/booktheme.po b/_static/locales/hr/LC_MESSAGES/booktheme.po deleted file mode 100644 index 42c4233d..00000000 --- a/_static/locales/hr/LC_MESSAGES/booktheme.po +++ /dev/null @@ -1,75 +0,0 @@ - -msgid "" -msgstr "" -"Project-Id-Version: Sphinx-Book-Theme\n" -"MIME-Version: 1.0\n" -"Content-Type: text/plain; charset=UTF-8\n" -"Content-Transfer-Encoding: 8bit\n" -"Language: hr\n" -"Plural-Forms: nplurals=2; plural=(n != 1);\n" - -msgid "Print to PDF" -msgstr "Ispis u PDF" - -msgid "Theme by the" -msgstr "Tema autora" - -msgid "Download source file" -msgstr "Preuzmi izvornu datoteku" - -msgid "open issue" -msgstr "otvoreno izdanje" - -msgid "Contents" -msgstr "Sadržaj" - -msgid "previous page" -msgstr "Prethodna stranica" - -msgid "Download notebook file" -msgstr "Preuzmi datoteku bilježnice" - -msgid "Copyright" -msgstr "Autorska prava" - -msgid "Download this page" -msgstr "Preuzmite ovu stranicu" - -msgid "Source repository" -msgstr "Izvorno spremište" - -msgid "By" -msgstr "Po" - -msgid "repository" -msgstr "spremište" - -msgid "Last updated on" -msgstr "Posljednje ažuriranje:" - -msgid "Toggle navigation" -msgstr "Uključi / isključi navigaciju" - -msgid "Sphinx Book Theme" -msgstr "Tema knjige Sphinx" - -msgid "suggest edit" -msgstr "predloži uređivanje" - -msgid "Open an issue" -msgstr "Otvorite izdanje" - -msgid "Launch" -msgstr "Pokrenite" - -msgid "Fullscreen mode" -msgstr "Način preko cijelog zaslona" - -msgid "Edit this page" -msgstr "Uredite ovu stranicu" - -msgid "By the" -msgstr "Od strane" - -msgid "next page" -msgstr "sljedeća stranica" diff --git a/_static/locales/id/LC_MESSAGES/booktheme.mo b/_static/locales/id/LC_MESSAGES/booktheme.mo deleted file mode 100644 index d07a06a9..00000000 Binary files a/_static/locales/id/LC_MESSAGES/booktheme.mo and /dev/null differ diff --git a/_static/locales/id/LC_MESSAGES/booktheme.po b/_static/locales/id/LC_MESSAGES/booktheme.po deleted file mode 100644 index b8d8d898..00000000 --- a/_static/locales/id/LC_MESSAGES/booktheme.po +++ /dev/null @@ -1,75 +0,0 @@ - -msgid "" -msgstr "" -"Project-Id-Version: Sphinx-Book-Theme\n" -"MIME-Version: 1.0\n" -"Content-Type: text/plain; charset=UTF-8\n" -"Content-Transfer-Encoding: 8bit\n" -"Language: id\n" -"Plural-Forms: nplurals=2; plural=(n != 1);\n" - -msgid "Print to PDF" -msgstr "Cetak ke PDF" - -msgid "Theme by the" -msgstr "Tema oleh" - -msgid "Download source file" -msgstr "Unduh file sumber" - -msgid "open issue" -msgstr "masalah terbuka" - -msgid "Contents" -msgstr "Isi" - -msgid "previous page" -msgstr "halaman sebelumnya" - -msgid "Download notebook file" -msgstr "Unduh file notebook" - -msgid "Copyright" -msgstr "hak cipta" - -msgid "Download this page" -msgstr "Unduh halaman ini" - -msgid "Source repository" -msgstr "Repositori sumber" - -msgid "By" -msgstr "Oleh" - -msgid "repository" -msgstr "gudang" - -msgid "Last updated on" -msgstr "Terakhir diperbarui saat" - -msgid "Toggle navigation" -msgstr "Alihkan navigasi" - -msgid "Sphinx Book Theme" -msgstr "Tema Buku Sphinx" - -msgid "suggest edit" -msgstr "menyarankan edit" - -msgid "Open an issue" -msgstr "Buka masalah" - -msgid "Launch" -msgstr "Meluncurkan" - -msgid "Fullscreen mode" -msgstr "Mode layar penuh" - -msgid "Edit this page" -msgstr "Edit halaman ini" - -msgid "By the" -msgstr "Oleh" - -msgid "next page" -msgstr "halaman selanjutnya" diff --git a/_static/locales/it/LC_MESSAGES/booktheme.mo b/_static/locales/it/LC_MESSAGES/booktheme.mo deleted file mode 100644 index 53ba476e..00000000 Binary files a/_static/locales/it/LC_MESSAGES/booktheme.mo and /dev/null differ diff --git a/_static/locales/it/LC_MESSAGES/booktheme.po b/_static/locales/it/LC_MESSAGES/booktheme.po deleted file mode 100644 index 36fca59f..00000000 --- a/_static/locales/it/LC_MESSAGES/booktheme.po +++ /dev/null @@ -1,75 +0,0 @@ - -msgid "" -msgstr "" -"Project-Id-Version: Sphinx-Book-Theme\n" -"MIME-Version: 1.0\n" -"Content-Type: text/plain; charset=UTF-8\n" -"Content-Transfer-Encoding: 8bit\n" -"Language: it\n" -"Plural-Forms: nplurals=2; plural=(n != 1);\n" - -msgid "Print to PDF" -msgstr "Stampa in PDF" - -msgid "Theme by the" -msgstr "Tema di" - -msgid "Download source file" -msgstr "Scarica il file sorgente" - -msgid "open issue" -msgstr "questione aperta" - -msgid "Contents" -msgstr "Contenuti" - -msgid "previous page" -msgstr "pagina precedente" - -msgid "Download notebook file" -msgstr "Scarica il file del taccuino" - -msgid "Copyright" -msgstr "Diritto d'autore" - -msgid "Download this page" -msgstr "Scarica questa pagina" - -msgid "Source repository" -msgstr "Repository di origine" - -msgid "By" -msgstr "Di" - -msgid "repository" -msgstr "repository" - -msgid "Last updated on" -msgstr "Ultimo aggiornamento il" - -msgid "Toggle navigation" -msgstr "Attiva / disattiva la navigazione" - -msgid "Sphinx Book Theme" -msgstr "Tema del libro della Sfinge" - -msgid "suggest edit" -msgstr "suggerisci modifica" - -msgid "Open an issue" -msgstr "Apri un problema" - -msgid "Launch" -msgstr "Lanciare" - -msgid "Fullscreen mode" -msgstr "Modalità schermo intero" - -msgid "Edit this page" -msgstr "Modifica questa pagina" - -msgid "By the" -msgstr "Dal" - -msgid "next page" -msgstr "pagina successiva" diff --git a/_static/locales/iw/LC_MESSAGES/booktheme.mo b/_static/locales/iw/LC_MESSAGES/booktheme.mo deleted file mode 100644 index a45c6575..00000000 Binary files a/_static/locales/iw/LC_MESSAGES/booktheme.mo and /dev/null differ diff --git a/_static/locales/iw/LC_MESSAGES/booktheme.po b/_static/locales/iw/LC_MESSAGES/booktheme.po deleted file mode 100644 index dede9cb0..00000000 --- a/_static/locales/iw/LC_MESSAGES/booktheme.po +++ /dev/null @@ -1,75 +0,0 @@ - -msgid "" -msgstr "" -"Project-Id-Version: Sphinx-Book-Theme\n" -"MIME-Version: 1.0\n" -"Content-Type: text/plain; charset=UTF-8\n" -"Content-Transfer-Encoding: 8bit\n" -"Language: iw\n" -"Plural-Forms: nplurals=2; plural=(n != 1);\n" - -msgid "Print to PDF" -msgstr "הדפס לקובץ PDF" - -msgid "Theme by the" -msgstr "נושא מאת" - -msgid "Download source file" -msgstr "הורד את קובץ המקור" - -msgid "open issue" -msgstr "בעיה פתוחה" - -msgid "Contents" -msgstr "תוכן" - -msgid "previous page" -msgstr "עמוד קודם" - -msgid "Download notebook file" -msgstr "הורד קובץ מחברת" - -msgid "Copyright" -msgstr "זכויות יוצרים" - -msgid "Download this page" -msgstr "הורד דף זה" - -msgid "Source repository" -msgstr "מאגר המקורות" - -msgid "By" -msgstr "על ידי" - -msgid "repository" -msgstr "מאגר" - -msgid "Last updated on" -msgstr "עודכן לאחרונה ב" - -msgid "Toggle navigation" -msgstr "החלף ניווט" - -msgid "Sphinx Book Theme" -msgstr "נושא ספר ספינקס" - -msgid "suggest edit" -msgstr "מציע לערוך" - -msgid "Open an issue" -msgstr "פתח גיליון" - -msgid "Launch" -msgstr "לְהַשִׁיק" - -msgid "Fullscreen mode" -msgstr "מצב מסך מלא" - -msgid "Edit this page" -msgstr "ערוך דף זה" - -msgid "By the" -msgstr "דרך" - -msgid "next page" -msgstr "עמוד הבא" diff --git a/_static/locales/ja/LC_MESSAGES/booktheme.mo b/_static/locales/ja/LC_MESSAGES/booktheme.mo deleted file mode 100644 index 1cefd29c..00000000 Binary files a/_static/locales/ja/LC_MESSAGES/booktheme.mo and /dev/null differ diff --git a/_static/locales/ja/LC_MESSAGES/booktheme.po b/_static/locales/ja/LC_MESSAGES/booktheme.po deleted file mode 100644 index 2615f0d8..00000000 --- a/_static/locales/ja/LC_MESSAGES/booktheme.po +++ /dev/null @@ -1,75 +0,0 @@ - -msgid "" -msgstr "" -"Project-Id-Version: Sphinx-Book-Theme\n" -"MIME-Version: 1.0\n" -"Content-Type: text/plain; charset=UTF-8\n" -"Content-Transfer-Encoding: 8bit\n" -"Language: ja\n" -"Plural-Forms: nplurals=2; plural=(n != 1);\n" - -msgid "Print to PDF" -msgstr "PDFに印刷" - -msgid "Theme by the" -msgstr "のテーマ" - -msgid "Download source file" -msgstr "ソースファイルをダウンロード" - -msgid "open issue" -msgstr "未解決の問題" - -msgid "Contents" -msgstr "目次" - -msgid "previous page" -msgstr "前のページ" - -msgid "Download notebook file" -msgstr "ノートブックファイルをダウンロード" - -msgid "Copyright" -msgstr "Copyright" - -msgid "Download this page" -msgstr "このページをダウンロード" - -msgid "Source repository" -msgstr "ソースリポジトリ" - -msgid "By" -msgstr "著者" - -msgid "repository" -msgstr "リポジトリ" - -msgid "Last updated on" -msgstr "最終更新日" - -msgid "Toggle navigation" -msgstr "ナビゲーションを切り替え" - -msgid "Sphinx Book Theme" -msgstr "スフィンクスの本のテーマ" - -msgid "suggest edit" -msgstr "編集を提案する" - -msgid "Open an issue" -msgstr "問題を報告" - -msgid "Launch" -msgstr "起動" - -msgid "Fullscreen mode" -msgstr "全画面モード" - -msgid "Edit this page" -msgstr "このページを編集" - -msgid "By the" -msgstr "によって" - -msgid "next page" -msgstr "次のページ" diff --git a/_static/locales/ko/LC_MESSAGES/booktheme.mo b/_static/locales/ko/LC_MESSAGES/booktheme.mo deleted file mode 100644 index 06c7ec93..00000000 Binary files a/_static/locales/ko/LC_MESSAGES/booktheme.mo and /dev/null differ diff --git a/_static/locales/ko/LC_MESSAGES/booktheme.po b/_static/locales/ko/LC_MESSAGES/booktheme.po deleted file mode 100644 index c9e13a42..00000000 --- a/_static/locales/ko/LC_MESSAGES/booktheme.po +++ /dev/null @@ -1,75 +0,0 @@ - -msgid "" -msgstr "" -"Project-Id-Version: Sphinx-Book-Theme\n" -"MIME-Version: 1.0\n" -"Content-Type: text/plain; charset=UTF-8\n" -"Content-Transfer-Encoding: 8bit\n" -"Language: ko\n" -"Plural-Forms: nplurals=2; plural=(n != 1);\n" - -msgid "Print to PDF" -msgstr "PDF로 인쇄" - -msgid "Theme by the" -msgstr "테마별" - -msgid "Download source file" -msgstr "소스 파일 다운로드" - -msgid "open issue" -msgstr "열린 문제" - -msgid "Contents" -msgstr "내용" - -msgid "previous page" -msgstr "이전 페이지" - -msgid "Download notebook file" -msgstr "노트북 파일 다운로드" - -msgid "Copyright" -msgstr "저작권" - -msgid "Download this page" -msgstr "이 페이지 다운로드" - -msgid "Source repository" -msgstr "소스 저장소" - -msgid "By" -msgstr "으로" - -msgid "repository" -msgstr "저장소" - -msgid "Last updated on" -msgstr "마지막 업데이트" - -msgid "Toggle navigation" -msgstr "탐색 전환" - -msgid "Sphinx Book Theme" -msgstr "스핑크스 도서 테마" - -msgid "suggest edit" -msgstr "편집 제안" - -msgid "Open an issue" -msgstr "이슈 열기" - -msgid "Launch" -msgstr "시작하다" - -msgid "Fullscreen mode" -msgstr "전체 화면으로보기" - -msgid "Edit this page" -msgstr "이 페이지 편집" - -msgid "By the" -msgstr "에 의해" - -msgid "next page" -msgstr "다음 페이지" diff --git a/_static/locales/lt/LC_MESSAGES/booktheme.mo b/_static/locales/lt/LC_MESSAGES/booktheme.mo deleted file mode 100644 index 4468ba04..00000000 Binary files a/_static/locales/lt/LC_MESSAGES/booktheme.mo and /dev/null differ diff --git a/_static/locales/lt/LC_MESSAGES/booktheme.po b/_static/locales/lt/LC_MESSAGES/booktheme.po deleted file mode 100644 index 35eabd95..00000000 --- a/_static/locales/lt/LC_MESSAGES/booktheme.po +++ /dev/null @@ -1,75 +0,0 @@ - -msgid "" -msgstr "" -"Project-Id-Version: Sphinx-Book-Theme\n" -"MIME-Version: 1.0\n" -"Content-Type: text/plain; charset=UTF-8\n" -"Content-Transfer-Encoding: 8bit\n" -"Language: lt\n" -"Plural-Forms: nplurals=2; plural=(n != 1);\n" - -msgid "Print to PDF" -msgstr "Spausdinti į PDF" - -msgid "Theme by the" -msgstr "Tema" - -msgid "Download source file" -msgstr "Atsisiųsti šaltinio failą" - -msgid "open issue" -msgstr "atviras klausimas" - -msgid "Contents" -msgstr "Turinys" - -msgid "previous page" -msgstr "Ankstesnis puslapis" - -msgid "Download notebook file" -msgstr "Atsisiųsti nešiojamojo kompiuterio failą" - -msgid "Copyright" -msgstr "Autorių teisės" - -msgid "Download this page" -msgstr "Atsisiųskite šį puslapį" - -msgid "Source repository" -msgstr "Šaltinio saugykla" - -msgid "By" -msgstr "Iki" - -msgid "repository" -msgstr "saugykla" - -msgid "Last updated on" -msgstr "Paskutinį kartą atnaujinta" - -msgid "Toggle navigation" -msgstr "Perjungti naršymą" - -msgid "Sphinx Book Theme" -msgstr "Sfinkso knygos tema" - -msgid "suggest edit" -msgstr "pasiūlyti redaguoti" - -msgid "Open an issue" -msgstr "Atidarykite problemą" - -msgid "Launch" -msgstr "Paleiskite" - -msgid "Fullscreen mode" -msgstr "Pilno ekrano režimas" - -msgid "Edit this page" -msgstr "Redaguoti šį puslapį" - -msgid "By the" -msgstr "Prie" - -msgid "next page" -msgstr "Kitas puslapis" diff --git a/_static/locales/lv/LC_MESSAGES/booktheme.mo b/_static/locales/lv/LC_MESSAGES/booktheme.mo deleted file mode 100644 index 74aa4d89..00000000 Binary files a/_static/locales/lv/LC_MESSAGES/booktheme.mo and /dev/null differ diff --git a/_static/locales/lv/LC_MESSAGES/booktheme.po b/_static/locales/lv/LC_MESSAGES/booktheme.po deleted file mode 100644 index ee1bd08d..00000000 --- a/_static/locales/lv/LC_MESSAGES/booktheme.po +++ /dev/null @@ -1,75 +0,0 @@ - -msgid "" -msgstr "" -"Project-Id-Version: Sphinx-Book-Theme\n" -"MIME-Version: 1.0\n" -"Content-Type: text/plain; charset=UTF-8\n" -"Content-Transfer-Encoding: 8bit\n" -"Language: lv\n" -"Plural-Forms: nplurals=2; plural=(n != 1);\n" - -msgid "Print to PDF" -msgstr "Drukāt PDF formātā" - -msgid "Theme by the" -msgstr "Autora tēma" - -msgid "Download source file" -msgstr "Lejupielādēt avota failu" - -msgid "open issue" -msgstr "atklāts jautājums" - -msgid "Contents" -msgstr "Saturs" - -msgid "previous page" -msgstr "iepriekšējā lapa" - -msgid "Download notebook file" -msgstr "Lejupielādēt piezīmju grāmatiņu" - -msgid "Copyright" -msgstr "Autortiesības" - -msgid "Download this page" -msgstr "Lejupielādējiet šo lapu" - -msgid "Source repository" -msgstr "Avota krātuve" - -msgid "By" -msgstr "Autors" - -msgid "repository" -msgstr "krātuve" - -msgid "Last updated on" -msgstr "Pēdējoreiz atjaunināts" - -msgid "Toggle navigation" -msgstr "Pārslēgt navigāciju" - -msgid "Sphinx Book Theme" -msgstr "Sfinksa grāmatas tēma" - -msgid "suggest edit" -msgstr "ieteikt rediģēt" - -msgid "Open an issue" -msgstr "Atveriet problēmu" - -msgid "Launch" -msgstr "Uzsākt" - -msgid "Fullscreen mode" -msgstr "Pilnekrāna režīms" - -msgid "Edit this page" -msgstr "Rediģēt šo lapu" - -msgid "By the" -msgstr "Ar" - -msgid "next page" -msgstr "nākamā lapaspuse" diff --git a/_static/locales/ml/LC_MESSAGES/booktheme.mo b/_static/locales/ml/LC_MESSAGES/booktheme.mo deleted file mode 100644 index 2736e8fc..00000000 Binary files a/_static/locales/ml/LC_MESSAGES/booktheme.mo and /dev/null differ diff --git a/_static/locales/ml/LC_MESSAGES/booktheme.po b/_static/locales/ml/LC_MESSAGES/booktheme.po deleted file mode 100644 index d471277d..00000000 --- a/_static/locales/ml/LC_MESSAGES/booktheme.po +++ /dev/null @@ -1,66 +0,0 @@ - -msgid "" -msgstr "" -"Project-Id-Version: Sphinx-Book-Theme\n" -"MIME-Version: 1.0\n" -"Content-Type: text/plain; charset=UTF-8\n" -"Content-Transfer-Encoding: 8bit\n" -"Language: ml\n" -"Plural-Forms: nplurals=2; plural=(n != 1);\n" - -msgid "Print to PDF" -msgstr "PDF- ലേക്ക് പ്രിന്റുചെയ്യുക" - -msgid "Theme by the" -msgstr "പ്രമേയം" - -msgid "Download source file" -msgstr "ഉറവിട ഫയൽ ഡൗൺലോഡുചെയ്യുക" - -msgid "open issue" -msgstr "തുറന്ന പ്രശ്നം" - -msgid "previous page" -msgstr "മുൻപത്തെ താൾ" - -msgid "Download notebook file" -msgstr "നോട്ട്ബുക്ക് ഫയൽ ഡൺലോഡ് ചെയ്യുക" - -msgid "Copyright" -msgstr "പകർപ്പവകാശം" - -msgid "Download this page" -msgstr "ഈ പേജ് ഡൗൺലോഡുചെയ്യുക" - -msgid "Source repository" -msgstr "ഉറവിട ശേഖരം" - -msgid "By" -msgstr "എഴുതിയത്" - -msgid "Last updated on" -msgstr "അവസാനം അപ്‌ഡേറ്റുചെയ്‌തത്" - -msgid "Toggle navigation" -msgstr "നാവിഗേഷൻ ടോഗിൾ ചെയ്യുക" - -msgid "Sphinx Book Theme" -msgstr "സ്ഫിങ്ക്സ് പുസ്തക തീം" - -msgid "suggest edit" -msgstr "എഡിറ്റുചെയ്യാൻ നിർദ്ദേശിക്കുക" - -msgid "Open an issue" -msgstr "ഒരു പ്രശ്നം തുറക്കുക" - -msgid "Launch" -msgstr "സമാരംഭിക്കുക" - -msgid "Edit this page" -msgstr "ഈ പേജ് എഡിറ്റുചെയ്യുക" - -msgid "By the" -msgstr "എഴുതിയത്" - -msgid "next page" -msgstr "അടുത്ത പേജ്" diff --git a/_static/locales/mr/LC_MESSAGES/booktheme.mo b/_static/locales/mr/LC_MESSAGES/booktheme.mo deleted file mode 100644 index fe530100..00000000 Binary files a/_static/locales/mr/LC_MESSAGES/booktheme.mo and /dev/null differ diff --git a/_static/locales/mr/LC_MESSAGES/booktheme.po b/_static/locales/mr/LC_MESSAGES/booktheme.po deleted file mode 100644 index f3694acf..00000000 --- a/_static/locales/mr/LC_MESSAGES/booktheme.po +++ /dev/null @@ -1,66 +0,0 @@ - -msgid "" -msgstr "" -"Project-Id-Version: Sphinx-Book-Theme\n" -"MIME-Version: 1.0\n" -"Content-Type: text/plain; charset=UTF-8\n" -"Content-Transfer-Encoding: 8bit\n" -"Language: mr\n" -"Plural-Forms: nplurals=2; plural=(n != 1);\n" - -msgid "Print to PDF" -msgstr "पीडीएफवर मुद्रित करा" - -msgid "Theme by the" -msgstr "द्वारा थीम" - -msgid "Download source file" -msgstr "स्त्रोत फाइल डाउनलोड करा" - -msgid "open issue" -msgstr "खुला मुद्दा" - -msgid "previous page" -msgstr "मागील पान" - -msgid "Download notebook file" -msgstr "नोटबुक फाईल डाउनलोड करा" - -msgid "Copyright" -msgstr "कॉपीराइट" - -msgid "Download this page" -msgstr "हे पृष्ठ डाउनलोड करा" - -msgid "Source repository" -msgstr "स्त्रोत भांडार" - -msgid "By" -msgstr "द्वारा" - -msgid "Last updated on" -msgstr "अखेरचे अद्यतनित" - -msgid "Toggle navigation" -msgstr "नेव्हिगेशन टॉगल करा" - -msgid "Sphinx Book Theme" -msgstr "स्फिंक्स बुक थीम" - -msgid "suggest edit" -msgstr "संपादन सुचवा" - -msgid "Open an issue" -msgstr "एक मुद्दा उघडा" - -msgid "Launch" -msgstr "लाँच करा" - -msgid "Edit this page" -msgstr "हे पृष्ठ संपादित करा" - -msgid "By the" -msgstr "द्वारा" - -msgid "next page" -msgstr "पुढील पृष्ठ" diff --git a/_static/locales/ms/LC_MESSAGES/booktheme.mo b/_static/locales/ms/LC_MESSAGES/booktheme.mo deleted file mode 100644 index f02603fa..00000000 Binary files a/_static/locales/ms/LC_MESSAGES/booktheme.mo and /dev/null differ diff --git a/_static/locales/ms/LC_MESSAGES/booktheme.po b/_static/locales/ms/LC_MESSAGES/booktheme.po deleted file mode 100644 index 65b7c602..00000000 --- a/_static/locales/ms/LC_MESSAGES/booktheme.po +++ /dev/null @@ -1,66 +0,0 @@ - -msgid "" -msgstr "" -"Project-Id-Version: Sphinx-Book-Theme\n" -"MIME-Version: 1.0\n" -"Content-Type: text/plain; charset=UTF-8\n" -"Content-Transfer-Encoding: 8bit\n" -"Language: ms\n" -"Plural-Forms: nplurals=2; plural=(n != 1);\n" - -msgid "Print to PDF" -msgstr "Cetak ke PDF" - -msgid "Theme by the" -msgstr "Tema oleh" - -msgid "Download source file" -msgstr "Muat turun fail sumber" - -msgid "open issue" -msgstr "isu terbuka" - -msgid "previous page" -msgstr "halaman sebelumnya" - -msgid "Download notebook file" -msgstr "Muat turun fail buku nota" - -msgid "Copyright" -msgstr "hak cipta" - -msgid "Download this page" -msgstr "Muat turun halaman ini" - -msgid "Source repository" -msgstr "Repositori sumber" - -msgid "By" -msgstr "Oleh" - -msgid "Last updated on" -msgstr "Terakhir dikemas kini pada" - -msgid "Toggle navigation" -msgstr "Togol navigasi" - -msgid "Sphinx Book Theme" -msgstr "Tema Buku Sphinx" - -msgid "suggest edit" -msgstr "cadangkan edit" - -msgid "Open an issue" -msgstr "Buka masalah" - -msgid "Launch" -msgstr "Lancarkan" - -msgid "Edit this page" -msgstr "Edit halaman ini" - -msgid "By the" -msgstr "Oleh" - -msgid "next page" -msgstr "muka surat seterusnya" diff --git a/_static/locales/nl/LC_MESSAGES/booktheme.mo b/_static/locales/nl/LC_MESSAGES/booktheme.mo deleted file mode 100644 index e59e7ecb..00000000 Binary files a/_static/locales/nl/LC_MESSAGES/booktheme.mo and /dev/null differ diff --git a/_static/locales/nl/LC_MESSAGES/booktheme.po b/_static/locales/nl/LC_MESSAGES/booktheme.po deleted file mode 100644 index 71bd1cda..00000000 --- a/_static/locales/nl/LC_MESSAGES/booktheme.po +++ /dev/null @@ -1,75 +0,0 @@ - -msgid "" -msgstr "" -"Project-Id-Version: Sphinx-Book-Theme\n" -"MIME-Version: 1.0\n" -"Content-Type: text/plain; charset=UTF-8\n" -"Content-Transfer-Encoding: 8bit\n" -"Language: nl\n" -"Plural-Forms: nplurals=2; plural=(n != 1);\n" - -msgid "Print to PDF" -msgstr "Afdrukken naar pdf" - -msgid "Theme by the" -msgstr "Thema door de" - -msgid "Download source file" -msgstr "Download het bronbestand" - -msgid "open issue" -msgstr "open probleem" - -msgid "Contents" -msgstr "Inhoud" - -msgid "previous page" -msgstr "vorige pagina" - -msgid "Download notebook file" -msgstr "Download notebookbestand" - -msgid "Copyright" -msgstr "auteursrechten" - -msgid "Download this page" -msgstr "Download deze pagina" - -msgid "Source repository" -msgstr "Bronopslagplaats" - -msgid "By" -msgstr "Door" - -msgid "repository" -msgstr "repository" - -msgid "Last updated on" -msgstr "Laatst geupdate op" - -msgid "Toggle navigation" -msgstr "Schakel navigatie" - -msgid "Sphinx Book Theme" -msgstr "Sphinx-boekthema" - -msgid "suggest edit" -msgstr "suggereren bewerken" - -msgid "Open an issue" -msgstr "Open een probleem" - -msgid "Launch" -msgstr "Lancering" - -msgid "Fullscreen mode" -msgstr "Volledig scherm" - -msgid "Edit this page" -msgstr "bewerk deze pagina" - -msgid "By the" -msgstr "Door de" - -msgid "next page" -msgstr "volgende bladzijde" diff --git a/_static/locales/no/LC_MESSAGES/booktheme.mo b/_static/locales/no/LC_MESSAGES/booktheme.mo deleted file mode 100644 index 6cd15c88..00000000 Binary files a/_static/locales/no/LC_MESSAGES/booktheme.mo and /dev/null differ diff --git a/_static/locales/no/LC_MESSAGES/booktheme.po b/_static/locales/no/LC_MESSAGES/booktheme.po deleted file mode 100644 index b21346a5..00000000 --- a/_static/locales/no/LC_MESSAGES/booktheme.po +++ /dev/null @@ -1,75 +0,0 @@ - -msgid "" -msgstr "" -"Project-Id-Version: Sphinx-Book-Theme\n" -"MIME-Version: 1.0\n" -"Content-Type: text/plain; charset=UTF-8\n" -"Content-Transfer-Encoding: 8bit\n" -"Language: no\n" -"Plural-Forms: nplurals=2; plural=(n != 1);\n" - -msgid "Print to PDF" -msgstr "Skriv ut til PDF" - -msgid "Theme by the" -msgstr "Tema av" - -msgid "Download source file" -msgstr "Last ned kildefilen" - -msgid "open issue" -msgstr "åpent nummer" - -msgid "Contents" -msgstr "Innhold" - -msgid "previous page" -msgstr "forrige side" - -msgid "Download notebook file" -msgstr "Last ned notatbokfilen" - -msgid "Copyright" -msgstr "opphavsrett" - -msgid "Download this page" -msgstr "Last ned denne siden" - -msgid "Source repository" -msgstr "Kildedepot" - -msgid "By" -msgstr "Av" - -msgid "repository" -msgstr "oppbevaringssted" - -msgid "Last updated on" -msgstr "Sist oppdatert den" - -msgid "Toggle navigation" -msgstr "Bytt navigasjon" - -msgid "Sphinx Book Theme" -msgstr "Sphinx boktema" - -msgid "suggest edit" -msgstr "foreslå redigering" - -msgid "Open an issue" -msgstr "Åpne et problem" - -msgid "Launch" -msgstr "Start" - -msgid "Fullscreen mode" -msgstr "Fullskjerm-modus" - -msgid "Edit this page" -msgstr "Rediger denne siden" - -msgid "By the" -msgstr "Ved" - -msgid "next page" -msgstr "neste side" diff --git a/_static/locales/pl/LC_MESSAGES/booktheme.mo b/_static/locales/pl/LC_MESSAGES/booktheme.mo deleted file mode 100644 index 9ebb584f..00000000 Binary files a/_static/locales/pl/LC_MESSAGES/booktheme.mo and /dev/null differ diff --git a/_static/locales/pl/LC_MESSAGES/booktheme.po b/_static/locales/pl/LC_MESSAGES/booktheme.po deleted file mode 100644 index 1b7233f4..00000000 --- a/_static/locales/pl/LC_MESSAGES/booktheme.po +++ /dev/null @@ -1,75 +0,0 @@ - -msgid "" -msgstr "" -"Project-Id-Version: Sphinx-Book-Theme\n" -"MIME-Version: 1.0\n" -"Content-Type: text/plain; charset=UTF-8\n" -"Content-Transfer-Encoding: 8bit\n" -"Language: pl\n" -"Plural-Forms: nplurals=2; plural=(n != 1);\n" - -msgid "Print to PDF" -msgstr "Drukuj do PDF" - -msgid "Theme by the" -msgstr "Motyw autorstwa" - -msgid "Download source file" -msgstr "Pobierz plik źródłowy" - -msgid "open issue" -msgstr "otwarty problem" - -msgid "Contents" -msgstr "Zawartość" - -msgid "previous page" -msgstr "Poprzednia strona" - -msgid "Download notebook file" -msgstr "Pobierz plik notatnika" - -msgid "Copyright" -msgstr "prawa autorskie" - -msgid "Download this page" -msgstr "Pobierz tę stronę" - -msgid "Source repository" -msgstr "Repozytorium źródłowe" - -msgid "By" -msgstr "Przez" - -msgid "repository" -msgstr "magazyn" - -msgid "Last updated on" -msgstr "Ostatnia aktualizacja" - -msgid "Toggle navigation" -msgstr "Przełącz nawigację" - -msgid "Sphinx Book Theme" -msgstr "Motyw książki Sphinx" - -msgid "suggest edit" -msgstr "zaproponuj edycję" - -msgid "Open an issue" -msgstr "Otwórz problem" - -msgid "Launch" -msgstr "Uruchomić" - -msgid "Fullscreen mode" -msgstr "Pełny ekran" - -msgid "Edit this page" -msgstr "Edytuj tę strone" - -msgid "By the" -msgstr "Przez" - -msgid "next page" -msgstr "Następna strona" diff --git a/_static/locales/pt/LC_MESSAGES/booktheme.mo b/_static/locales/pt/LC_MESSAGES/booktheme.mo deleted file mode 100644 index d0ddb872..00000000 Binary files a/_static/locales/pt/LC_MESSAGES/booktheme.mo and /dev/null differ diff --git a/_static/locales/pt/LC_MESSAGES/booktheme.po b/_static/locales/pt/LC_MESSAGES/booktheme.po deleted file mode 100644 index 1b27314d..00000000 --- a/_static/locales/pt/LC_MESSAGES/booktheme.po +++ /dev/null @@ -1,75 +0,0 @@ - -msgid "" -msgstr "" -"Project-Id-Version: Sphinx-Book-Theme\n" -"MIME-Version: 1.0\n" -"Content-Type: text/plain; charset=UTF-8\n" -"Content-Transfer-Encoding: 8bit\n" -"Language: pt\n" -"Plural-Forms: nplurals=2; plural=(n != 1);\n" - -msgid "Print to PDF" -msgstr "Imprimir em PDF" - -msgid "Theme by the" -msgstr "Tema por" - -msgid "Download source file" -msgstr "Baixar arquivo fonte" - -msgid "open issue" -msgstr "questão aberta" - -msgid "Contents" -msgstr "Conteúdo" - -msgid "previous page" -msgstr "página anterior" - -msgid "Download notebook file" -msgstr "Baixar arquivo de notebook" - -msgid "Copyright" -msgstr "direito autoral" - -msgid "Download this page" -msgstr "Baixe esta página" - -msgid "Source repository" -msgstr "Repositório fonte" - -msgid "By" -msgstr "De" - -msgid "repository" -msgstr "repositório" - -msgid "Last updated on" -msgstr "Última atualização em" - -msgid "Toggle navigation" -msgstr "Alternar de navegação" - -msgid "Sphinx Book Theme" -msgstr "Tema do livro Sphinx" - -msgid "suggest edit" -msgstr "sugerir edição" - -msgid "Open an issue" -msgstr "Abra um problema" - -msgid "Launch" -msgstr "Lançamento" - -msgid "Fullscreen mode" -msgstr "Modo tela cheia" - -msgid "Edit this page" -msgstr "Edite essa página" - -msgid "By the" -msgstr "Pelo" - -msgid "next page" -msgstr "próxima página" diff --git a/_static/locales/ro/LC_MESSAGES/booktheme.mo b/_static/locales/ro/LC_MESSAGES/booktheme.mo deleted file mode 100644 index 3c36ab1d..00000000 Binary files a/_static/locales/ro/LC_MESSAGES/booktheme.mo and /dev/null differ diff --git a/_static/locales/ro/LC_MESSAGES/booktheme.po b/_static/locales/ro/LC_MESSAGES/booktheme.po deleted file mode 100644 index 1783ad2c..00000000 --- a/_static/locales/ro/LC_MESSAGES/booktheme.po +++ /dev/null @@ -1,75 +0,0 @@ - -msgid "" -msgstr "" -"Project-Id-Version: Sphinx-Book-Theme\n" -"MIME-Version: 1.0\n" -"Content-Type: text/plain; charset=UTF-8\n" -"Content-Transfer-Encoding: 8bit\n" -"Language: ro\n" -"Plural-Forms: nplurals=2; plural=(n != 1);\n" - -msgid "Print to PDF" -msgstr "Imprimați în PDF" - -msgid "Theme by the" -msgstr "Tema de" - -msgid "Download source file" -msgstr "Descărcați fișierul sursă" - -msgid "open issue" -msgstr "problema deschisă" - -msgid "Contents" -msgstr "Cuprins" - -msgid "previous page" -msgstr "pagina anterioară" - -msgid "Download notebook file" -msgstr "Descărcați fișierul notebook" - -msgid "Copyright" -msgstr "Drepturi de autor" - -msgid "Download this page" -msgstr "Descarcă această pagină" - -msgid "Source repository" -msgstr "Depozit sursă" - -msgid "By" -msgstr "De" - -msgid "repository" -msgstr "repertoriu" - -msgid "Last updated on" -msgstr "Ultima actualizare la" - -msgid "Toggle navigation" -msgstr "Comutare navigare" - -msgid "Sphinx Book Theme" -msgstr "Tema Sphinx Book" - -msgid "suggest edit" -msgstr "sugerează editare" - -msgid "Open an issue" -msgstr "Deschideți o problemă" - -msgid "Launch" -msgstr "Lansa" - -msgid "Fullscreen mode" -msgstr "Modul ecran întreg" - -msgid "Edit this page" -msgstr "Editați această pagină" - -msgid "By the" -msgstr "Langa" - -msgid "next page" -msgstr "pagina următoare" diff --git a/_static/locales/ru/LC_MESSAGES/booktheme.mo b/_static/locales/ru/LC_MESSAGES/booktheme.mo deleted file mode 100644 index 6b8ca41f..00000000 Binary files a/_static/locales/ru/LC_MESSAGES/booktheme.mo and /dev/null differ diff --git a/_static/locales/ru/LC_MESSAGES/booktheme.po b/_static/locales/ru/LC_MESSAGES/booktheme.po deleted file mode 100644 index b1176b7a..00000000 --- a/_static/locales/ru/LC_MESSAGES/booktheme.po +++ /dev/null @@ -1,75 +0,0 @@ - -msgid "" -msgstr "" -"Project-Id-Version: Sphinx-Book-Theme\n" -"MIME-Version: 1.0\n" -"Content-Type: text/plain; charset=UTF-8\n" -"Content-Transfer-Encoding: 8bit\n" -"Language: ru\n" -"Plural-Forms: nplurals=2; plural=(n != 1);\n" - -msgid "Print to PDF" -msgstr "Распечатать в PDF" - -msgid "Theme by the" -msgstr "Тема от" - -msgid "Download source file" -msgstr "Скачать исходный файл" - -msgid "open issue" -msgstr "открытый вопрос" - -msgid "Contents" -msgstr "Содержание" - -msgid "previous page" -msgstr "Предыдущая страница" - -msgid "Download notebook file" -msgstr "Скачать файл записной книжки" - -msgid "Copyright" -msgstr "авторское право" - -msgid "Download this page" -msgstr "Загрузите эту страницу" - -msgid "Source repository" -msgstr "Исходный репозиторий" - -msgid "By" -msgstr "По" - -msgid "repository" -msgstr "хранилище" - -msgid "Last updated on" -msgstr "Последнее обновление" - -msgid "Toggle navigation" -msgstr "Переключить навигацию" - -msgid "Sphinx Book Theme" -msgstr "Тема книги Сфинкс" - -msgid "suggest edit" -msgstr "предложить редактировать" - -msgid "Open an issue" -msgstr "Открыть вопрос" - -msgid "Launch" -msgstr "Запуск" - -msgid "Fullscreen mode" -msgstr "Полноэкранный режим" - -msgid "Edit this page" -msgstr "Редактировать эту страницу" - -msgid "By the" -msgstr "Посредством" - -msgid "next page" -msgstr "Следующая страница" diff --git a/_static/locales/sk/LC_MESSAGES/booktheme.mo b/_static/locales/sk/LC_MESSAGES/booktheme.mo deleted file mode 100644 index 59bd0ddf..00000000 Binary files a/_static/locales/sk/LC_MESSAGES/booktheme.mo and /dev/null differ diff --git a/_static/locales/sk/LC_MESSAGES/booktheme.po b/_static/locales/sk/LC_MESSAGES/booktheme.po deleted file mode 100644 index 65012881..00000000 --- a/_static/locales/sk/LC_MESSAGES/booktheme.po +++ /dev/null @@ -1,75 +0,0 @@ - -msgid "" -msgstr "" -"Project-Id-Version: Sphinx-Book-Theme\n" -"MIME-Version: 1.0\n" -"Content-Type: text/plain; charset=UTF-8\n" -"Content-Transfer-Encoding: 8bit\n" -"Language: sk\n" -"Plural-Forms: nplurals=2; plural=(n != 1);\n" - -msgid "Print to PDF" -msgstr "Tlač do PDF" - -msgid "Theme by the" -msgstr "Téma od" - -msgid "Download source file" -msgstr "Stiahnite si zdrojový súbor" - -msgid "open issue" -msgstr "otvorené vydanie" - -msgid "Contents" -msgstr "Obsah" - -msgid "previous page" -msgstr "predchádzajúca strana" - -msgid "Download notebook file" -msgstr "Stiahnite si zošit" - -msgid "Copyright" -msgstr "Autorské práva" - -msgid "Download this page" -msgstr "Stiahnite si túto stránku" - -msgid "Source repository" -msgstr "Zdrojové úložisko" - -msgid "By" -msgstr "Autor:" - -msgid "repository" -msgstr "Úložisko" - -msgid "Last updated on" -msgstr "Posledná aktualizácia dňa" - -msgid "Toggle navigation" -msgstr "Prepnúť navigáciu" - -msgid "Sphinx Book Theme" -msgstr "Téma knihy Sfinga" - -msgid "suggest edit" -msgstr "navrhnúť úpravu" - -msgid "Open an issue" -msgstr "Otvorte problém" - -msgid "Launch" -msgstr "Spustiť" - -msgid "Fullscreen mode" -msgstr "Režim celej obrazovky" - -msgid "Edit this page" -msgstr "Upraviť túto stránku" - -msgid "By the" -msgstr "Podľa" - -msgid "next page" -msgstr "ďalšia strana" diff --git a/_static/locales/sl/LC_MESSAGES/booktheme.mo b/_static/locales/sl/LC_MESSAGES/booktheme.mo deleted file mode 100644 index 87bf26de..00000000 Binary files a/_static/locales/sl/LC_MESSAGES/booktheme.mo and /dev/null differ diff --git a/_static/locales/sl/LC_MESSAGES/booktheme.po b/_static/locales/sl/LC_MESSAGES/booktheme.po deleted file mode 100644 index 3c7e3a86..00000000 --- a/_static/locales/sl/LC_MESSAGES/booktheme.po +++ /dev/null @@ -1,75 +0,0 @@ - -msgid "" -msgstr "" -"Project-Id-Version: Sphinx-Book-Theme\n" -"MIME-Version: 1.0\n" -"Content-Type: text/plain; charset=UTF-8\n" -"Content-Transfer-Encoding: 8bit\n" -"Language: sl\n" -"Plural-Forms: nplurals=2; plural=(n != 1);\n" - -msgid "Print to PDF" -msgstr "Natisni v PDF" - -msgid "Theme by the" -msgstr "Tema avtorja" - -msgid "Download source file" -msgstr "Prenesite izvorno datoteko" - -msgid "open issue" -msgstr "odprto vprašanje" - -msgid "Contents" -msgstr "Vsebina" - -msgid "previous page" -msgstr "Prejšnja stran" - -msgid "Download notebook file" -msgstr "Prenesite datoteko zvezka" - -msgid "Copyright" -msgstr "avtorske pravice" - -msgid "Download this page" -msgstr "Prenesite to stran" - -msgid "Source repository" -msgstr "Izvorno skladišče" - -msgid "By" -msgstr "Avtor" - -msgid "repository" -msgstr "odlagališče" - -msgid "Last updated on" -msgstr "Nazadnje posodobljeno dne" - -msgid "Toggle navigation" -msgstr "Preklopi navigacijo" - -msgid "Sphinx Book Theme" -msgstr "Tema knjige Sphinx" - -msgid "suggest edit" -msgstr "predlagajte urejanje" - -msgid "Open an issue" -msgstr "Odprite številko" - -msgid "Launch" -msgstr "Kosilo" - -msgid "Fullscreen mode" -msgstr "Celozaslonski način" - -msgid "Edit this page" -msgstr "Uredite to stran" - -msgid "By the" -msgstr "Avtor" - -msgid "next page" -msgstr "Naslednja stran" diff --git a/_static/locales/sr/LC_MESSAGES/booktheme.mo b/_static/locales/sr/LC_MESSAGES/booktheme.mo deleted file mode 100644 index ec740f48..00000000 Binary files a/_static/locales/sr/LC_MESSAGES/booktheme.mo and /dev/null differ diff --git a/_static/locales/sr/LC_MESSAGES/booktheme.po b/_static/locales/sr/LC_MESSAGES/booktheme.po deleted file mode 100644 index 773b8ada..00000000 --- a/_static/locales/sr/LC_MESSAGES/booktheme.po +++ /dev/null @@ -1,75 +0,0 @@ - -msgid "" -msgstr "" -"Project-Id-Version: Sphinx-Book-Theme\n" -"MIME-Version: 1.0\n" -"Content-Type: text/plain; charset=UTF-8\n" -"Content-Transfer-Encoding: 8bit\n" -"Language: sr\n" -"Plural-Forms: nplurals=2; plural=(n != 1);\n" - -msgid "Print to PDF" -msgstr "Испис у ПДФ" - -msgid "Theme by the" -msgstr "Тхеме би" - -msgid "Download source file" -msgstr "Преузми изворну датотеку" - -msgid "open issue" -msgstr "отворено издање" - -msgid "Contents" -msgstr "Садржај" - -msgid "previous page" -msgstr "Претходна страница" - -msgid "Download notebook file" -msgstr "Преузмите датотеку бележнице" - -msgid "Copyright" -msgstr "Ауторско право" - -msgid "Download this page" -msgstr "Преузмите ову страницу" - -msgid "Source repository" -msgstr "Изворно спремиште" - -msgid "By" -msgstr "Од стране" - -msgid "repository" -msgstr "спремиште" - -msgid "Last updated on" -msgstr "Последње ажурирање" - -msgid "Toggle navigation" -msgstr "Укључи / искључи навигацију" - -msgid "Sphinx Book Theme" -msgstr "Тема књиге Спхинк" - -msgid "suggest edit" -msgstr "предложи уређивање" - -msgid "Open an issue" -msgstr "Отворите издање" - -msgid "Launch" -msgstr "Лансирање" - -msgid "Fullscreen mode" -msgstr "Режим целог екрана" - -msgid "Edit this page" -msgstr "Уредите ову страницу" - -msgid "By the" -msgstr "Од" - -msgid "next page" -msgstr "Следећа страна" diff --git a/_static/locales/sv/LC_MESSAGES/booktheme.mo b/_static/locales/sv/LC_MESSAGES/booktheme.mo deleted file mode 100644 index b07dc76f..00000000 Binary files a/_static/locales/sv/LC_MESSAGES/booktheme.mo and /dev/null differ diff --git a/_static/locales/sv/LC_MESSAGES/booktheme.po b/_static/locales/sv/LC_MESSAGES/booktheme.po deleted file mode 100644 index bcac54c0..00000000 --- a/_static/locales/sv/LC_MESSAGES/booktheme.po +++ /dev/null @@ -1,75 +0,0 @@ - -msgid "" -msgstr "" -"Project-Id-Version: Sphinx-Book-Theme\n" -"MIME-Version: 1.0\n" -"Content-Type: text/plain; charset=UTF-8\n" -"Content-Transfer-Encoding: 8bit\n" -"Language: sv\n" -"Plural-Forms: nplurals=2; plural=(n != 1);\n" - -msgid "Print to PDF" -msgstr "Skriv ut till PDF" - -msgid "Theme by the" -msgstr "Tema av" - -msgid "Download source file" -msgstr "Ladda ner källfil" - -msgid "open issue" -msgstr "öppna problemrapport" - -msgid "Contents" -msgstr "Innehåll" - -msgid "previous page" -msgstr "föregående sida" - -msgid "Download notebook file" -msgstr "Ladda ner notebook-fil" - -msgid "Copyright" -msgstr "Upphovsrätt" - -msgid "Download this page" -msgstr "Ladda ner den här sidan" - -msgid "Source repository" -msgstr "Källkodsrepositorium" - -msgid "By" -msgstr "Av" - -msgid "repository" -msgstr "repositorium" - -msgid "Last updated on" -msgstr "Senast uppdaterad den" - -msgid "Toggle navigation" -msgstr "Växla navigering" - -msgid "Sphinx Book Theme" -msgstr "Sphinx Boktema" - -msgid "suggest edit" -msgstr "föreslå ändring" - -msgid "Open an issue" -msgstr "Öppna en problemrapport" - -msgid "Launch" -msgstr "Öppna" - -msgid "Fullscreen mode" -msgstr "Fullskärmsläge" - -msgid "Edit this page" -msgstr "Redigera den här sidan" - -msgid "By the" -msgstr "Av den" - -msgid "next page" -msgstr "nästa sida" diff --git a/_static/locales/ta/LC_MESSAGES/booktheme.mo b/_static/locales/ta/LC_MESSAGES/booktheme.mo deleted file mode 100644 index 29f52e1f..00000000 Binary files a/_static/locales/ta/LC_MESSAGES/booktheme.mo and /dev/null differ diff --git a/_static/locales/ta/LC_MESSAGES/booktheme.po b/_static/locales/ta/LC_MESSAGES/booktheme.po deleted file mode 100644 index b48bdfaf..00000000 --- a/_static/locales/ta/LC_MESSAGES/booktheme.po +++ /dev/null @@ -1,66 +0,0 @@ - -msgid "" -msgstr "" -"Project-Id-Version: Sphinx-Book-Theme\n" -"MIME-Version: 1.0\n" -"Content-Type: text/plain; charset=UTF-8\n" -"Content-Transfer-Encoding: 8bit\n" -"Language: ta\n" -"Plural-Forms: nplurals=2; plural=(n != 1);\n" - -msgid "Print to PDF" -msgstr "PDF இல் அச்சிடுக" - -msgid "Theme by the" -msgstr "வழங்கிய தீம்" - -msgid "Download source file" -msgstr "மூல கோப்பைப் பதிவிறக்குக" - -msgid "open issue" -msgstr "திறந்த பிரச்சினை" - -msgid "previous page" -msgstr "முந்தைய பக்கம்" - -msgid "Download notebook file" -msgstr "நோட்புக் கோப்பைப் பதிவிறக்கவும்" - -msgid "Copyright" -msgstr "பதிப்புரிமை" - -msgid "Download this page" -msgstr "இந்தப் பக்கத்தைப் பதிவிறக்கவும்" - -msgid "Source repository" -msgstr "மூல களஞ்சியம்" - -msgid "By" -msgstr "வழங்கியவர்" - -msgid "Last updated on" -msgstr "கடைசியாக புதுப்பிக்கப்பட்டது" - -msgid "Toggle navigation" -msgstr "வழிசெலுத்தலை நிலைமாற்று" - -msgid "Sphinx Book Theme" -msgstr "ஸ்பிங்க்ஸ் புத்தக தீம்" - -msgid "suggest edit" -msgstr "திருத்த பரிந்துரைக்கவும்" - -msgid "Open an issue" -msgstr "சிக்கலைத் திறக்கவும்" - -msgid "Launch" -msgstr "தொடங்க" - -msgid "Edit this page" -msgstr "இந்தப் பக்கத்தைத் திருத்தவும்" - -msgid "By the" -msgstr "மூலம்" - -msgid "next page" -msgstr "அடுத்த பக்கம்" diff --git a/_static/locales/te/LC_MESSAGES/booktheme.mo b/_static/locales/te/LC_MESSAGES/booktheme.mo deleted file mode 100644 index 0a5f4b46..00000000 Binary files a/_static/locales/te/LC_MESSAGES/booktheme.mo and /dev/null differ diff --git a/_static/locales/te/LC_MESSAGES/booktheme.po b/_static/locales/te/LC_MESSAGES/booktheme.po deleted file mode 100644 index 952278f5..00000000 --- a/_static/locales/te/LC_MESSAGES/booktheme.po +++ /dev/null @@ -1,66 +0,0 @@ - -msgid "" -msgstr "" -"Project-Id-Version: Sphinx-Book-Theme\n" -"MIME-Version: 1.0\n" -"Content-Type: text/plain; charset=UTF-8\n" -"Content-Transfer-Encoding: 8bit\n" -"Language: te\n" -"Plural-Forms: nplurals=2; plural=(n != 1);\n" - -msgid "Print to PDF" -msgstr "PDF కి ముద్రించండి" - -msgid "Theme by the" -msgstr "ద్వారా థీమ్" - -msgid "Download source file" -msgstr "మూల ఫైల్‌ను డౌన్‌లోడ్ చేయండి" - -msgid "open issue" -msgstr "ఓపెన్ ఇష్యూ" - -msgid "previous page" -msgstr "ముందు పేజి" - -msgid "Download notebook file" -msgstr "నోట్బుక్ ఫైల్ను డౌన్లోడ్ చేయండి" - -msgid "Copyright" -msgstr "కాపీరైట్" - -msgid "Download this page" -msgstr "ఈ పేజీని డౌన్‌లోడ్ చేయండి" - -msgid "Source repository" -msgstr "మూల రిపోజిటరీ" - -msgid "By" -msgstr "ద్వారా" - -msgid "Last updated on" -msgstr "చివరిగా నవీకరించబడింది" - -msgid "Toggle navigation" -msgstr "నావిగేషన్‌ను టోగుల్ చేయండి" - -msgid "Sphinx Book Theme" -msgstr "సింహిక పుస్తక థీమ్" - -msgid "suggest edit" -msgstr "సవరించమని సూచించండి" - -msgid "Open an issue" -msgstr "సమస్యను తెరవండి" - -msgid "Launch" -msgstr "ప్రారంభించండి" - -msgid "Edit this page" -msgstr "ఈ పేజీని సవరించండి" - -msgid "By the" -msgstr "ద్వారా" - -msgid "next page" -msgstr "తరువాతి పేజీ" diff --git a/_static/locales/tg/LC_MESSAGES/booktheme.mo b/_static/locales/tg/LC_MESSAGES/booktheme.mo deleted file mode 100644 index b21c6c63..00000000 Binary files a/_static/locales/tg/LC_MESSAGES/booktheme.mo and /dev/null differ diff --git a/_static/locales/tg/LC_MESSAGES/booktheme.po b/_static/locales/tg/LC_MESSAGES/booktheme.po deleted file mode 100644 index c33dc421..00000000 --- a/_static/locales/tg/LC_MESSAGES/booktheme.po +++ /dev/null @@ -1,75 +0,0 @@ - -msgid "" -msgstr "" -"Project-Id-Version: Sphinx-Book-Theme\n" -"MIME-Version: 1.0\n" -"Content-Type: text/plain; charset=UTF-8\n" -"Content-Transfer-Encoding: 8bit\n" -"Language: tg\n" -"Plural-Forms: nplurals=2; plural=(n != 1);\n" - -msgid "Print to PDF" -msgstr "Чоп ба PDF" - -msgid "Theme by the" -msgstr "Мавзӯъи аз" - -msgid "Download source file" -msgstr "Файли манбаъро зеркашӣ кунед" - -msgid "open issue" -msgstr "барориши кушод" - -msgid "Contents" -msgstr "Мундариҷа" - -msgid "previous page" -msgstr "саҳифаи қаблӣ" - -msgid "Download notebook file" -msgstr "Файли дафтарро зеркашӣ кунед" - -msgid "Copyright" -msgstr "Ҳуқуқи муаллиф" - -msgid "Download this page" -msgstr "Ин саҳифаро зеркашӣ кунед" - -msgid "Source repository" -msgstr "Анбори манбаъ" - -msgid "By" -msgstr "Бо" - -msgid "repository" -msgstr "анбор" - -msgid "Last updated on" -msgstr "Last навсозӣ дар" - -msgid "Toggle navigation" -msgstr "Гузаришро иваз кунед" - -msgid "Sphinx Book Theme" -msgstr "Сфинкс Мавзӯи китоб" - -msgid "suggest edit" -msgstr "пешниҳод вироиш" - -msgid "Open an issue" -msgstr "Масъаларо кушоед" - -msgid "Launch" -msgstr "Оғоз" - -msgid "Fullscreen mode" -msgstr "Ҳолати экрани пурра" - -msgid "Edit this page" -msgstr "Ин саҳифаро таҳрир кунед" - -msgid "By the" -msgstr "Бо" - -msgid "next page" -msgstr "саҳифаи оянда" diff --git a/_static/locales/th/LC_MESSAGES/booktheme.mo b/_static/locales/th/LC_MESSAGES/booktheme.mo deleted file mode 100644 index abede98a..00000000 Binary files a/_static/locales/th/LC_MESSAGES/booktheme.mo and /dev/null differ diff --git a/_static/locales/th/LC_MESSAGES/booktheme.po b/_static/locales/th/LC_MESSAGES/booktheme.po deleted file mode 100644 index 9d24294a..00000000 --- a/_static/locales/th/LC_MESSAGES/booktheme.po +++ /dev/null @@ -1,75 +0,0 @@ - -msgid "" -msgstr "" -"Project-Id-Version: Sphinx-Book-Theme\n" -"MIME-Version: 1.0\n" -"Content-Type: text/plain; charset=UTF-8\n" -"Content-Transfer-Encoding: 8bit\n" -"Language: th\n" -"Plural-Forms: nplurals=2; plural=(n != 1);\n" - -msgid "Print to PDF" -msgstr "พิมพ์เป็น PDF" - -msgid "Theme by the" -msgstr "ธีมโดย" - -msgid "Download source file" -msgstr "ดาวน์โหลดไฟล์ต้นฉบับ" - -msgid "open issue" -msgstr "เปิดปัญหา" - -msgid "Contents" -msgstr "สารบัญ" - -msgid "previous page" -msgstr "หน้าที่แล้ว" - -msgid "Download notebook file" -msgstr "ดาวน์โหลดไฟล์สมุดบันทึก" - -msgid "Copyright" -msgstr "ลิขสิทธิ์" - -msgid "Download this page" -msgstr "ดาวน์โหลดหน้านี้" - -msgid "Source repository" -msgstr "ที่เก็บซอร์ส" - -msgid "By" -msgstr "โดย" - -msgid "repository" -msgstr "ที่เก็บ" - -msgid "Last updated on" -msgstr "ปรับปรุงล่าสุดเมื่อ" - -msgid "Toggle navigation" -msgstr "ไม่ต้องสลับช่องทาง" - -msgid "Sphinx Book Theme" -msgstr "ธีมหนังสือสฟิงซ์" - -msgid "suggest edit" -msgstr "แนะนำแก้ไข" - -msgid "Open an issue" -msgstr "เปิดปัญหา" - -msgid "Launch" -msgstr "เปิด" - -msgid "Fullscreen mode" -msgstr "โหมดเต็มหน้าจอ" - -msgid "Edit this page" -msgstr "แก้ไขหน้านี้" - -msgid "By the" -msgstr "โดย" - -msgid "next page" -msgstr "หน้าต่อไป" diff --git a/_static/locales/tl/LC_MESSAGES/booktheme.mo b/_static/locales/tl/LC_MESSAGES/booktheme.mo deleted file mode 100644 index 8df1b733..00000000 Binary files a/_static/locales/tl/LC_MESSAGES/booktheme.mo and /dev/null differ diff --git a/_static/locales/tl/LC_MESSAGES/booktheme.po b/_static/locales/tl/LC_MESSAGES/booktheme.po deleted file mode 100644 index 20e0d07c..00000000 --- a/_static/locales/tl/LC_MESSAGES/booktheme.po +++ /dev/null @@ -1,66 +0,0 @@ - -msgid "" -msgstr "" -"Project-Id-Version: Sphinx-Book-Theme\n" -"MIME-Version: 1.0\n" -"Content-Type: text/plain; charset=UTF-8\n" -"Content-Transfer-Encoding: 8bit\n" -"Language: tl\n" -"Plural-Forms: nplurals=2; plural=(n != 1);\n" - -msgid "Print to PDF" -msgstr "I-print sa PDF" - -msgid "Theme by the" -msgstr "Tema ng" - -msgid "Download source file" -msgstr "Mag-download ng file ng pinagmulan" - -msgid "open issue" -msgstr "bukas na isyu" - -msgid "previous page" -msgstr "Nakaraang pahina" - -msgid "Download notebook file" -msgstr "Mag-download ng file ng notebook" - -msgid "Copyright" -msgstr "Copyright" - -msgid "Download this page" -msgstr "I-download ang pahinang ito" - -msgid "Source repository" -msgstr "Pinagmulan ng imbakan" - -msgid "By" -msgstr "Ni" - -msgid "Last updated on" -msgstr "Huling na-update noong" - -msgid "Toggle navigation" -msgstr "I-toggle ang pag-navigate" - -msgid "Sphinx Book Theme" -msgstr "Tema ng Sphinx Book" - -msgid "suggest edit" -msgstr "iminumungkahi i-edit" - -msgid "Open an issue" -msgstr "Magbukas ng isyu" - -msgid "Launch" -msgstr "Ilunsad" - -msgid "Edit this page" -msgstr "I-edit ang pahinang ito" - -msgid "By the" -msgstr "Sa pamamagitan ng" - -msgid "next page" -msgstr "Susunod na pahina" diff --git a/_static/locales/tr/LC_MESSAGES/booktheme.mo b/_static/locales/tr/LC_MESSAGES/booktheme.mo deleted file mode 100644 index 029ae18a..00000000 Binary files a/_static/locales/tr/LC_MESSAGES/booktheme.mo and /dev/null differ diff --git a/_static/locales/tr/LC_MESSAGES/booktheme.po b/_static/locales/tr/LC_MESSAGES/booktheme.po deleted file mode 100644 index a77eb027..00000000 --- a/_static/locales/tr/LC_MESSAGES/booktheme.po +++ /dev/null @@ -1,75 +0,0 @@ - -msgid "" -msgstr "" -"Project-Id-Version: Sphinx-Book-Theme\n" -"MIME-Version: 1.0\n" -"Content-Type: text/plain; charset=UTF-8\n" -"Content-Transfer-Encoding: 8bit\n" -"Language: tr\n" -"Plural-Forms: nplurals=2; plural=(n != 1);\n" - -msgid "Print to PDF" -msgstr "PDF olarak yazdır" - -msgid "Theme by the" -msgstr "Tarafından tema" - -msgid "Download source file" -msgstr "Kaynak dosyayı indirin" - -msgid "open issue" -msgstr "Açık konu" - -msgid "Contents" -msgstr "İçindekiler" - -msgid "previous page" -msgstr "önceki sayfa" - -msgid "Download notebook file" -msgstr "Defter dosyasını indirin" - -msgid "Copyright" -msgstr "Telif hakkı" - -msgid "Download this page" -msgstr "Bu sayfayı indirin" - -msgid "Source repository" -msgstr "Kaynak kod deposu" - -msgid "By" -msgstr "Tarafından" - -msgid "repository" -msgstr "depo" - -msgid "Last updated on" -msgstr "Son güncelleme tarihi" - -msgid "Toggle navigation" -msgstr "Gezinmeyi değiştir" - -msgid "Sphinx Book Theme" -msgstr "Sfenks Kitap Teması" - -msgid "suggest edit" -msgstr "düzenleme öner" - -msgid "Open an issue" -msgstr "Bir sorunu açın" - -msgid "Launch" -msgstr "Başlatmak" - -msgid "Fullscreen mode" -msgstr "Tam ekran modu" - -msgid "Edit this page" -msgstr "Bu sayfayı düzenle" - -msgid "By the" -msgstr "Tarafından" - -msgid "next page" -msgstr "sonraki Sayfa" diff --git a/_static/locales/uk/LC_MESSAGES/booktheme.mo b/_static/locales/uk/LC_MESSAGES/booktheme.mo deleted file mode 100644 index 16ab7890..00000000 Binary files a/_static/locales/uk/LC_MESSAGES/booktheme.mo and /dev/null differ diff --git a/_static/locales/uk/LC_MESSAGES/booktheme.po b/_static/locales/uk/LC_MESSAGES/booktheme.po deleted file mode 100644 index 993dd078..00000000 --- a/_static/locales/uk/LC_MESSAGES/booktheme.po +++ /dev/null @@ -1,75 +0,0 @@ - -msgid "" -msgstr "" -"Project-Id-Version: Sphinx-Book-Theme\n" -"MIME-Version: 1.0\n" -"Content-Type: text/plain; charset=UTF-8\n" -"Content-Transfer-Encoding: 8bit\n" -"Language: uk\n" -"Plural-Forms: nplurals=2; plural=(n != 1);\n" - -msgid "Print to PDF" -msgstr "Друк у форматі PDF" - -msgid "Theme by the" -msgstr "Тема від" - -msgid "Download source file" -msgstr "Завантажити вихідний файл" - -msgid "open issue" -msgstr "відкритий випуск" - -msgid "Contents" -msgstr "Зміст" - -msgid "previous page" -msgstr "Попередня сторінка" - -msgid "Download notebook file" -msgstr "Завантажте файл блокнота" - -msgid "Copyright" -msgstr "Авторське право" - -msgid "Download this page" -msgstr "Завантажте цю сторінку" - -msgid "Source repository" -msgstr "Джерело сховища" - -msgid "By" -msgstr "Автор" - -msgid "repository" -msgstr "сховище" - -msgid "Last updated on" -msgstr "Останнє оновлення:" - -msgid "Toggle navigation" -msgstr "Переключити навігацію" - -msgid "Sphinx Book Theme" -msgstr "Тема книги \"Сфінкс\"" - -msgid "suggest edit" -msgstr "запропонувати редагувати" - -msgid "Open an issue" -msgstr "Відкрийте випуск" - -msgid "Launch" -msgstr "Запуск" - -msgid "Fullscreen mode" -msgstr "Повноекранний режим" - -msgid "Edit this page" -msgstr "Редагувати цю сторінку" - -msgid "By the" -msgstr "По" - -msgid "next page" -msgstr "Наступна сторінка" diff --git a/_static/locales/ur/LC_MESSAGES/booktheme.mo b/_static/locales/ur/LC_MESSAGES/booktheme.mo deleted file mode 100644 index de8c84b9..00000000 Binary files a/_static/locales/ur/LC_MESSAGES/booktheme.mo and /dev/null differ diff --git a/_static/locales/ur/LC_MESSAGES/booktheme.po b/_static/locales/ur/LC_MESSAGES/booktheme.po deleted file mode 100644 index 2f774267..00000000 --- a/_static/locales/ur/LC_MESSAGES/booktheme.po +++ /dev/null @@ -1,66 +0,0 @@ - -msgid "" -msgstr "" -"Project-Id-Version: Sphinx-Book-Theme\n" -"MIME-Version: 1.0\n" -"Content-Type: text/plain; charset=UTF-8\n" -"Content-Transfer-Encoding: 8bit\n" -"Language: ur\n" -"Plural-Forms: nplurals=2; plural=(n != 1);\n" - -msgid "Print to PDF" -msgstr "پی ڈی ایف پرنٹ کریں" - -msgid "Theme by the" -msgstr "کے ذریعہ تھیم" - -msgid "Download source file" -msgstr "سورس فائل ڈاؤن لوڈ کریں" - -msgid "open issue" -msgstr "کھلا مسئلہ" - -msgid "previous page" -msgstr "سابقہ ​​صفحہ" - -msgid "Download notebook file" -msgstr "نوٹ بک فائل ڈاؤن لوڈ کریں" - -msgid "Copyright" -msgstr "کاپی رائٹ" - -msgid "Download this page" -msgstr "اس صفحے کو ڈاؤن لوڈ کریں" - -msgid "Source repository" -msgstr "ماخذ ذخیرہ" - -msgid "By" -msgstr "بذریعہ" - -msgid "Last updated on" -msgstr "آخری بار تازہ کاری ہوئی" - -msgid "Toggle navigation" -msgstr "نیویگیشن ٹوگل کریں" - -msgid "Sphinx Book Theme" -msgstr "سپنکس بک تھیم" - -msgid "suggest edit" -msgstr "ترمیم کی تجویز کریں" - -msgid "Open an issue" -msgstr "ایک مسئلہ کھولیں" - -msgid "Launch" -msgstr "لانچ کریں" - -msgid "Edit this page" -msgstr "اس صفحے میں ترمیم کریں" - -msgid "By the" -msgstr "کی طرف" - -msgid "next page" -msgstr "اگلا صفحہ" diff --git a/_static/locales/vi/LC_MESSAGES/booktheme.mo b/_static/locales/vi/LC_MESSAGES/booktheme.mo deleted file mode 100644 index 2bb32555..00000000 Binary files a/_static/locales/vi/LC_MESSAGES/booktheme.mo and /dev/null differ diff --git a/_static/locales/vi/LC_MESSAGES/booktheme.po b/_static/locales/vi/LC_MESSAGES/booktheme.po deleted file mode 100644 index 33159f3e..00000000 --- a/_static/locales/vi/LC_MESSAGES/booktheme.po +++ /dev/null @@ -1,75 +0,0 @@ - -msgid "" -msgstr "" -"Project-Id-Version: Sphinx-Book-Theme\n" -"MIME-Version: 1.0\n" -"Content-Type: text/plain; charset=UTF-8\n" -"Content-Transfer-Encoding: 8bit\n" -"Language: vi\n" -"Plural-Forms: nplurals=2; plural=(n != 1);\n" - -msgid "Print to PDF" -msgstr "In sang PDF" - -msgid "Theme by the" -msgstr "Chủ đề của" - -msgid "Download source file" -msgstr "Tải xuống tệp nguồn" - -msgid "open issue" -msgstr "vấn đề mở" - -msgid "Contents" -msgstr "Nội dung" - -msgid "previous page" -msgstr "trang trước" - -msgid "Download notebook file" -msgstr "Tải xuống tệp sổ tay" - -msgid "Copyright" -msgstr "Bản quyền" - -msgid "Download this page" -msgstr "Tải xuống trang này" - -msgid "Source repository" -msgstr "Kho nguồn" - -msgid "By" -msgstr "Bởi" - -msgid "repository" -msgstr "kho" - -msgid "Last updated on" -msgstr "Cập nhật lần cuối vào" - -msgid "Toggle navigation" -msgstr "Chuyển đổi điều hướng thành" - -msgid "Sphinx Book Theme" -msgstr "Chủ đề sách nhân sư" - -msgid "suggest edit" -msgstr "đề nghị chỉnh sửa" - -msgid "Open an issue" -msgstr "Mở một vấn đề" - -msgid "Launch" -msgstr "Phóng" - -msgid "Fullscreen mode" -msgstr "Chế độ toàn màn hình" - -msgid "Edit this page" -msgstr "chỉnh sửa trang này" - -msgid "By the" -msgstr "Bằng" - -msgid "next page" -msgstr "Trang tiếp theo" diff --git a/_static/locales/zh_CN/LC_MESSAGES/booktheme.mo b/_static/locales/zh_CN/LC_MESSAGES/booktheme.mo deleted file mode 100644 index 0e3235d0..00000000 Binary files a/_static/locales/zh_CN/LC_MESSAGES/booktheme.mo and /dev/null differ diff --git a/_static/locales/zh_CN/LC_MESSAGES/booktheme.po b/_static/locales/zh_CN/LC_MESSAGES/booktheme.po deleted file mode 100644 index 2e519ef4..00000000 --- a/_static/locales/zh_CN/LC_MESSAGES/booktheme.po +++ /dev/null @@ -1,75 +0,0 @@ - -msgid "" -msgstr "" -"Project-Id-Version: Sphinx-Book-Theme\n" -"MIME-Version: 1.0\n" -"Content-Type: text/plain; charset=UTF-8\n" -"Content-Transfer-Encoding: 8bit\n" -"Language: zh_CN\n" -"Plural-Forms: nplurals=2; plural=(n != 1);\n" - -msgid "Print to PDF" -msgstr "列印成 PDF" - -msgid "Theme by the" -msgstr "主题作者：" - -msgid "Download source file" -msgstr "下载源文件" - -msgid "open issue" -msgstr "创建议题" - -msgid "Contents" -msgstr "目录" - -msgid "previous page" -msgstr "上一页" - -msgid "Download notebook file" -msgstr "下载笔记本文件" - -msgid "Copyright" -msgstr "版权" - -msgid "Download this page" -msgstr "下载此页面" - -msgid "Source repository" -msgstr "源码库" - -msgid "By" -msgstr "作者：" - -msgid "repository" -msgstr "仓库" - -msgid "Last updated on" -msgstr "上次更新时间：" - -msgid "Toggle navigation" -msgstr "显示或隐藏导航栏" - -msgid "Sphinx Book Theme" -msgstr "Sphinx Book 主题" - -msgid "suggest edit" -msgstr "提出修改建议" - -msgid "Open an issue" -msgstr "创建议题" - -msgid "Launch" -msgstr "启动" - -msgid "Fullscreen mode" -msgstr "全屏模式" - -msgid "Edit this page" -msgstr "编辑此页面" - -msgid "By the" -msgstr "作者：" - -msgid "next page" -msgstr "下一页" diff --git a/_static/locales/zh_TW/LC_MESSAGES/booktheme.mo b/_static/locales/zh_TW/LC_MESSAGES/booktheme.mo deleted file mode 100644 index 9116fa95..00000000 Binary files a/_static/locales/zh_TW/LC_MESSAGES/booktheme.mo and /dev/null differ diff --git a/_static/locales/zh_TW/LC_MESSAGES/booktheme.po b/_static/locales/zh_TW/LC_MESSAGES/booktheme.po deleted file mode 100644 index beecb076..00000000 --- a/_static/locales/zh_TW/LC_MESSAGES/booktheme.po +++ /dev/null @@ -1,75 +0,0 @@ - -msgid "" -msgstr "" -"Project-Id-Version: Sphinx-Book-Theme\n" -"MIME-Version: 1.0\n" -"Content-Type: text/plain; charset=UTF-8\n" -"Content-Transfer-Encoding: 8bit\n" -"Language: zh_TW\n" -"Plural-Forms: nplurals=2; plural=(n != 1);\n" - -msgid "Print to PDF" -msgstr "列印成 PDF" - -msgid "Theme by the" -msgstr "佈景主題作者：" - -msgid "Download source file" -msgstr "下載原始檔" - -msgid "open issue" -msgstr "公開的問題" - -msgid "Contents" -msgstr "目錄" - -msgid "previous page" -msgstr "上一頁" - -msgid "Download notebook file" -msgstr "下載 Notebook 檔案" - -msgid "Copyright" -msgstr "Copyright" - -msgid "Download this page" -msgstr "下載此頁面" - -msgid "Source repository" -msgstr "來源儲存庫" - -msgid "By" -msgstr "作者：" - -msgid "repository" -msgstr "儲存庫" - -msgid "Last updated on" -msgstr "最後更新時間：" - -msgid "Toggle navigation" -msgstr "顯示或隱藏導覽列" - -msgid "Sphinx Book Theme" -msgstr "Sphinx Book 佈景主題" - -msgid "suggest edit" -msgstr "提出修改建議" - -msgid "Open an issue" -msgstr "開啟議題" - -msgid "Launch" -msgstr "啟動" - -msgid "Fullscreen mode" -msgstr "全螢幕模式" - -msgid "Edit this page" -msgstr "編輯此頁面" - -msgid "By the" -msgstr "作者：" - -msgid "next page" -msgstr "下一頁" diff --git a/_static/minus.png b/_static/minus.png deleted file mode 100644 index d96755fd..00000000 Binary files a/_static/minus.png and /dev/null differ diff --git a/_static/mystnb.4510f1fc1dee50b3e5859aac5469c37c29e427902b24a333a5f9fcb2f0b3ac41.css b/_static/mystnb.4510f1fc1dee50b3e5859aac5469c37c29e427902b24a333a5f9fcb2f0b3ac41.css deleted file mode 100644 index 33566310..00000000 --- a/_static/mystnb.4510f1fc1dee50b3e5859aac5469c37c29e427902b24a333a5f9fcb2f0b3ac41.css +++ /dev/null @@ -1,2342 +0,0 @@ -/* Variables */ -:root { - --mystnb-source-bg-color: #f7f7f7; 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-div.highlight .-Color[class*=-BGC48] { - background-color: #00FF87 -} - -div.highlight .-Color[class*=-C49] { - color: #00FFAF -} - -div.highlight .-Color[class*=-BGC49] { - background-color: #00FFAF -} - -div.highlight .-Color[class*=-C50] { - color: #00FFD7 -} - -div.highlight .-Color[class*=-BGC50] { - background-color: #00FFD7 -} - -div.highlight .-Color[class*=-C51] { - color: #00FFFF -} - -div.highlight .-Color[class*=-BGC51] { - background-color: #00FFFF -} - -div.highlight .-Color[class*=-C52] { - color: #5F0000 -} - -div.highlight .-Color[class*=-BGC52] { - background-color: #5F0000 -} - -div.highlight .-Color[class*=-C53] { - color: #5F005F -} - -div.highlight .-Color[class*=-BGC53] { - background-color: #5F005F -} - -div.highlight .-Color[class*=-C54] { - color: #5F0087 -} - -div.highlight .-Color[class*=-BGC54] { - background-color: #5F0087 -} - -div.highlight .-Color[class*=-C55] { - color: #5F00AF -} - -div.highlight .-Color[class*=-BGC55] { - background-color: #5F00AF -} - -div.highlight .-Color[class*=-C56] { - color: #5F00D7 -} - -div.highlight .-Color[class*=-BGC56] { - background-color: #5F00D7 -} - -div.highlight .-Color[class*=-C57] { - color: #5F00FF -} - -div.highlight .-Color[class*=-BGC57] { - background-color: #5F00FF -} - -div.highlight .-Color[class*=-C58] { - color: #5F5F00 -} - -div.highlight .-Color[class*=-BGC58] { - background-color: #5F5F00 -} - -div.highlight .-Color[class*=-C59] { - color: #5F5F5F -} - -div.highlight .-Color[class*=-BGC59] { - background-color: #5F5F5F -} - -div.highlight .-Color[class*=-C60] { - color: #5F5F87 -} - -div.highlight .-Color[class*=-BGC60] { - background-color: #5F5F87 -} - -div.highlight .-Color[class*=-C61] { - color: #5F5FAF -} - -div.highlight .-Color[class*=-BGC61] { - background-color: #5F5FAF -} - -div.highlight .-Color[class*=-C62] { - color: #5F5FD7 -} - -div.highlight .-Color[class*=-BGC62] { - background-color: #5F5FD7 -} - -div.highlight .-Color[class*=-C63] { - color: #5F5FFF -} - -div.highlight .-Color[class*=-BGC63] { - background-color: #5F5FFF -} - -div.highlight .-Color[class*=-C64] { - color: #5F8700 -} - -div.highlight .-Color[class*=-BGC64] { - background-color: #5F8700 -} - -div.highlight .-Color[class*=-C65] { - color: #5F875F -} - -div.highlight .-Color[class*=-BGC65] { - background-color: #5F875F -} - -div.highlight .-Color[class*=-C66] { - color: #5F8787 -} - -div.highlight .-Color[class*=-BGC66] { - background-color: #5F8787 -} - -div.highlight .-Color[class*=-C67] { - color: #5F87AF -} - -div.highlight .-Color[class*=-BGC67] { - background-color: #5F87AF -} - -div.highlight .-Color[class*=-C68] { - color: #5F87D7 -} - -div.highlight .-Color[class*=-BGC68] { - background-color: #5F87D7 -} - -div.highlight .-Color[class*=-C69] { - color: #5F87FF -} - -div.highlight .-Color[class*=-BGC69] { - background-color: #5F87FF -} - -div.highlight .-Color[class*=-C70] { - color: #5FAF00 -} - -div.highlight .-Color[class*=-BGC70] { - background-color: #5FAF00 -} - -div.highlight .-Color[class*=-C71] { - color: #5FAF5F -} - -div.highlight .-Color[class*=-BGC71] { - background-color: #5FAF5F -} - -div.highlight .-Color[class*=-C72] { - color: #5FAF87 -} - -div.highlight .-Color[class*=-BGC72] { - background-color: #5FAF87 -} - -div.highlight .-Color[class*=-C73] { - color: #5FAFAF -} - -div.highlight .-Color[class*=-BGC73] { - background-color: #5FAFAF -} - -div.highlight .-Color[class*=-C74] { - color: #5FAFD7 -} - -div.highlight .-Color[class*=-BGC74] { - background-color: #5FAFD7 -} - -div.highlight .-Color[class*=-C75] { - color: #5FAFFF -} - -div.highlight .-Color[class*=-BGC75] { - background-color: #5FAFFF -} - -div.highlight .-Color[class*=-C76] { - color: #5FD700 -} - -div.highlight .-Color[class*=-BGC76] { - background-color: #5FD700 -} - -div.highlight .-Color[class*=-C77] { - color: #5FD75F -} - -div.highlight .-Color[class*=-BGC77] { - background-color: #5FD75F -} - -div.highlight .-Color[class*=-C78] { - color: #5FD787 -} - -div.highlight .-Color[class*=-BGC78] { - background-color: #5FD787 -} - -div.highlight .-Color[class*=-C79] { - color: #5FD7AF -} - -div.highlight .-Color[class*=-BGC79] { - background-color: #5FD7AF -} - -div.highlight .-Color[class*=-C80] { - color: #5FD7D7 -} - -div.highlight .-Color[class*=-BGC80] { - background-color: #5FD7D7 -} - -div.highlight .-Color[class*=-C81] { - color: #5FD7FF -} - -div.highlight .-Color[class*=-BGC81] { - background-color: #5FD7FF -} - -div.highlight .-Color[class*=-C82] { - color: #5FFF00 -} - -div.highlight .-Color[class*=-BGC82] { - background-color: #5FFF00 -} - -div.highlight .-Color[class*=-C83] { - color: #5FFF5F -} - -div.highlight .-Color[class*=-BGC83] { - background-color: #5FFF5F -} - -div.highlight .-Color[class*=-C84] { - color: #5FFF87 -} - -div.highlight .-Color[class*=-BGC84] { - background-color: #5FFF87 -} - -div.highlight .-Color[class*=-C85] { - color: #5FFFAF -} - -div.highlight .-Color[class*=-BGC85] { - background-color: #5FFFAF -} - -div.highlight .-Color[class*=-C86] { - color: #5FFFD7 -} - -div.highlight .-Color[class*=-BGC86] { - background-color: #5FFFD7 -} - -div.highlight .-Color[class*=-C87] { - color: #5FFFFF -} - -div.highlight .-Color[class*=-BGC87] { - background-color: #5FFFFF -} - -div.highlight .-Color[class*=-C88] { - color: #870000 -} - -div.highlight .-Color[class*=-BGC88] { - background-color: #870000 -} - -div.highlight .-Color[class*=-C89] { - color: #87005F -} - -div.highlight .-Color[class*=-BGC89] { - background-color: #87005F -} - -div.highlight .-Color[class*=-C90] { - color: #870087 -} - -div.highlight .-Color[class*=-BGC90] { - background-color: #870087 -} - -div.highlight .-Color[class*=-C91] { - color: #8700AF -} - -div.highlight .-Color[class*=-BGC91] { - background-color: #8700AF -} - -div.highlight .-Color[class*=-C92] { - color: #8700D7 -} - -div.highlight .-Color[class*=-BGC92] { - background-color: #8700D7 -} - -div.highlight .-Color[class*=-C93] { - color: #8700FF -} - -div.highlight .-Color[class*=-BGC93] { - background-color: #8700FF -} - -div.highlight .-Color[class*=-C94] { - color: #875F00 -} - -div.highlight .-Color[class*=-BGC94] { - background-color: #875F00 -} - -div.highlight .-Color[class*=-C95] { - color: #875F5F -} - -div.highlight .-Color[class*=-BGC95] { - background-color: #875F5F -} - -div.highlight .-Color[class*=-C96] { - color: #875F87 -} - -div.highlight .-Color[class*=-BGC96] { - background-color: #875F87 -} - -div.highlight .-Color[class*=-C97] { - color: #875FAF -} - -div.highlight .-Color[class*=-BGC97] { - background-color: #875FAF -} - -div.highlight .-Color[class*=-C98] { - color: #875FD7 -} - -div.highlight .-Color[class*=-BGC98] { - background-color: #875FD7 -} - -div.highlight .-Color[class*=-C99] { - color: #875FFF -} - -div.highlight .-Color[class*=-BGC99] { - background-color: #875FFF -} - -div.highlight .-Color[class*=-C100] { - color: #878700 -} - -div.highlight .-Color[class*=-BGC100] { - background-color: #878700 -} - -div.highlight .-Color[class*=-C101] { - color: #87875F -} - -div.highlight .-Color[class*=-BGC101] { - background-color: #87875F -} - -div.highlight .-Color[class*=-C102] { - color: #878787 -} - -div.highlight .-Color[class*=-BGC102] { - background-color: #878787 -} - -div.highlight .-Color[class*=-C103] { - color: #8787AF -} - -div.highlight .-Color[class*=-BGC103] { - background-color: #8787AF -} - -div.highlight .-Color[class*=-C104] { - color: #8787D7 -} - -div.highlight .-Color[class*=-BGC104] { - background-color: #8787D7 -} - -div.highlight .-Color[class*=-C105] { - color: #8787FF -} - -div.highlight .-Color[class*=-BGC105] { - background-color: #8787FF -} - -div.highlight .-Color[class*=-C106] { - color: #87AF00 -} - -div.highlight .-Color[class*=-BGC106] { - background-color: #87AF00 -} - -div.highlight .-Color[class*=-C107] { - color: #87AF5F -} - -div.highlight .-Color[class*=-BGC107] { - background-color: #87AF5F -} - -div.highlight .-Color[class*=-C108] { - color: #87AF87 -} - -div.highlight .-Color[class*=-BGC108] { - background-color: #87AF87 -} - -div.highlight .-Color[class*=-C109] { - color: #87AFAF -} - -div.highlight .-Color[class*=-BGC109] { - background-color: #87AFAF -} - -div.highlight .-Color[class*=-C110] { - color: #87AFD7 -} - -div.highlight .-Color[class*=-BGC110] { - background-color: #87AFD7 -} - -div.highlight .-Color[class*=-C111] { - color: #87AFFF -} - -div.highlight .-Color[class*=-BGC111] { - background-color: #87AFFF -} - -div.highlight .-Color[class*=-C112] { - color: #87D700 -} - -div.highlight .-Color[class*=-BGC112] { - background-color: #87D700 -} - -div.highlight .-Color[class*=-C113] { - color: #87D75F -} - -div.highlight .-Color[class*=-BGC113] { - background-color: #87D75F -} - -div.highlight .-Color[class*=-C114] { - color: #87D787 -} - -div.highlight .-Color[class*=-BGC114] { - background-color: #87D787 -} - -div.highlight .-Color[class*=-C115] { - color: #87D7AF -} - -div.highlight .-Color[class*=-BGC115] { - background-color: #87D7AF -} - -div.highlight .-Color[class*=-C116] { - color: #87D7D7 -} - -div.highlight .-Color[class*=-BGC116] { - background-color: #87D7D7 -} - -div.highlight .-Color[class*=-C117] { - color: #87D7FF -} - -div.highlight .-Color[class*=-BGC117] { - background-color: #87D7FF -} - -div.highlight .-Color[class*=-C118] { - color: #87FF00 -} - -div.highlight .-Color[class*=-BGC118] { - background-color: #87FF00 -} - -div.highlight .-Color[class*=-C119] { - color: #87FF5F -} - -div.highlight .-Color[class*=-BGC119] { - background-color: #87FF5F -} - -div.highlight .-Color[class*=-C120] { - color: #87FF87 -} - -div.highlight .-Color[class*=-BGC120] { - background-color: #87FF87 -} - -div.highlight .-Color[class*=-C121] { - color: #87FFAF -} - -div.highlight .-Color[class*=-BGC121] { - background-color: #87FFAF -} - -div.highlight .-Color[class*=-C122] { - color: #87FFD7 -} - -div.highlight .-Color[class*=-BGC122] { - background-color: #87FFD7 -} - -div.highlight .-Color[class*=-C123] { - color: #87FFFF -} - -div.highlight .-Color[class*=-BGC123] { - background-color: #87FFFF -} - -div.highlight .-Color[class*=-C124] { - color: #AF0000 -} - -div.highlight .-Color[class*=-BGC124] { - background-color: #AF0000 -} - -div.highlight .-Color[class*=-C125] { - color: #AF005F -} - -div.highlight .-Color[class*=-BGC125] { - background-color: #AF005F -} - -div.highlight .-Color[class*=-C126] { - color: #AF0087 -} - -div.highlight .-Color[class*=-BGC126] { - background-color: #AF0087 -} - -div.highlight .-Color[class*=-C127] { - color: #AF00AF -} - -div.highlight .-Color[class*=-BGC127] { - background-color: #AF00AF -} - -div.highlight .-Color[class*=-C128] { - color: #AF00D7 -} - -div.highlight .-Color[class*=-BGC128] { - background-color: #AF00D7 -} - -div.highlight .-Color[class*=-C129] { - color: #AF00FF -} - -div.highlight .-Color[class*=-BGC129] { - background-color: #AF00FF -} - -div.highlight .-Color[class*=-C130] { - color: #AF5F00 -} - -div.highlight .-Color[class*=-BGC130] { - background-color: #AF5F00 -} - -div.highlight .-Color[class*=-C131] { - color: #AF5F5F -} - -div.highlight .-Color[class*=-BGC131] { - background-color: #AF5F5F -} - -div.highlight .-Color[class*=-C132] { - color: #AF5F87 -} - -div.highlight .-Color[class*=-BGC132] { - background-color: #AF5F87 -} - -div.highlight .-Color[class*=-C133] { - color: #AF5FAF -} - -div.highlight .-Color[class*=-BGC133] { - background-color: #AF5FAF -} - -div.highlight .-Color[class*=-C134] { - color: #AF5FD7 -} - -div.highlight .-Color[class*=-BGC134] { - background-color: #AF5FD7 -} - -div.highlight .-Color[class*=-C135] { - color: #AF5FFF -} - -div.highlight .-Color[class*=-BGC135] { - background-color: #AF5FFF -} - -div.highlight .-Color[class*=-C136] { - color: #AF8700 -} - -div.highlight .-Color[class*=-BGC136] { - background-color: #AF8700 -} - -div.highlight .-Color[class*=-C137] { - color: #AF875F -} - -div.highlight .-Color[class*=-BGC137] { - background-color: #AF875F -} - -div.highlight .-Color[class*=-C138] { - color: #AF8787 -} - -div.highlight .-Color[class*=-BGC138] { - background-color: #AF8787 -} - -div.highlight .-Color[class*=-C139] { - color: #AF87AF -} - -div.highlight .-Color[class*=-BGC139] { - background-color: #AF87AF -} - -div.highlight .-Color[class*=-C140] { - color: #AF87D7 -} - -div.highlight .-Color[class*=-BGC140] { - background-color: #AF87D7 -} - -div.highlight .-Color[class*=-C141] { - color: #AF87FF -} - -div.highlight .-Color[class*=-BGC141] { - background-color: #AF87FF -} - -div.highlight .-Color[class*=-C142] { - color: #AFAF00 -} - -div.highlight .-Color[class*=-BGC142] { - background-color: #AFAF00 -} - -div.highlight .-Color[class*=-C143] { - color: #AFAF5F -} - -div.highlight .-Color[class*=-BGC143] { - background-color: #AFAF5F -} - -div.highlight .-Color[class*=-C144] { - color: #AFAF87 -} - -div.highlight .-Color[class*=-BGC144] { - background-color: #AFAF87 -} - -div.highlight .-Color[class*=-C145] { - color: #AFAFAF -} - -div.highlight .-Color[class*=-BGC145] { - background-color: #AFAFAF -} - -div.highlight .-Color[class*=-C146] { - color: #AFAFD7 -} - -div.highlight .-Color[class*=-BGC146] { - background-color: #AFAFD7 -} - -div.highlight .-Color[class*=-C147] { - color: #AFAFFF -} - -div.highlight .-Color[class*=-BGC147] { - background-color: #AFAFFF -} - -div.highlight .-Color[class*=-C148] { - color: #AFD700 -} - -div.highlight .-Color[class*=-BGC148] { - background-color: #AFD700 -} - -div.highlight .-Color[class*=-C149] { - color: #AFD75F -} - -div.highlight .-Color[class*=-BGC149] { - background-color: #AFD75F -} - -div.highlight .-Color[class*=-C150] { - color: #AFD787 -} - -div.highlight .-Color[class*=-BGC150] { - background-color: #AFD787 -} - -div.highlight .-Color[class*=-C151] { - color: #AFD7AF -} - -div.highlight .-Color[class*=-BGC151] { - background-color: #AFD7AF -} - -div.highlight .-Color[class*=-C152] { - color: #AFD7D7 -} - -div.highlight .-Color[class*=-BGC152] { - background-color: #AFD7D7 -} - -div.highlight .-Color[class*=-C153] { - color: #AFD7FF -} - -div.highlight .-Color[class*=-BGC153] { - background-color: #AFD7FF -} - -div.highlight .-Color[class*=-C154] { - color: #AFFF00 -} - -div.highlight .-Color[class*=-BGC154] { - background-color: #AFFF00 -} - -div.highlight .-Color[class*=-C155] { - color: #AFFF5F -} - -div.highlight .-Color[class*=-BGC155] { - background-color: #AFFF5F -} - -div.highlight .-Color[class*=-C156] { - color: #AFFF87 -} - -div.highlight .-Color[class*=-BGC156] { - background-color: #AFFF87 -} - -div.highlight .-Color[class*=-C157] { - color: #AFFFAF -} - -div.highlight .-Color[class*=-BGC157] { - background-color: #AFFFAF -} - -div.highlight .-Color[class*=-C158] { - color: #AFFFD7 -} - -div.highlight .-Color[class*=-BGC158] { - background-color: #AFFFD7 -} - -div.highlight .-Color[class*=-C159] { - color: #AFFFFF -} - -div.highlight .-Color[class*=-BGC159] { - background-color: #AFFFFF -} - -div.highlight .-Color[class*=-C160] { - color: #D70000 -} - -div.highlight .-Color[class*=-BGC160] { - background-color: #D70000 -} - -div.highlight .-Color[class*=-C161] { - color: #D7005F -} - -div.highlight .-Color[class*=-BGC161] { - background-color: #D7005F -} - -div.highlight .-Color[class*=-C162] { - color: #D70087 -} - -div.highlight .-Color[class*=-BGC162] { - background-color: #D70087 -} - -div.highlight .-Color[class*=-C163] { - color: #D700AF -} - -div.highlight .-Color[class*=-BGC163] { - background-color: #D700AF -} - -div.highlight .-Color[class*=-C164] { - color: #D700D7 -} - -div.highlight .-Color[class*=-BGC164] { - background-color: #D700D7 -} - -div.highlight .-Color[class*=-C165] { - color: #D700FF -} - -div.highlight .-Color[class*=-BGC165] { - background-color: #D700FF -} - -div.highlight .-Color[class*=-C166] { - color: #D75F00 -} - -div.highlight .-Color[class*=-BGC166] { - background-color: #D75F00 -} - -div.highlight 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"${t}"`);e[t](this)}}))}}Ee(Oe,"close"),Qt(Oe);const xe='[data-bs-toggle="button"]';class ke extends ve{static get NAME(){return"button"}toggle(){this._element.setAttribute("aria-pressed",this._element.classList.toggle("active"))}static jQueryInterface(t){return this.each((function(){const e=ke.getOrCreateInstance(this);"toggle"===t&&e[t]()}))}}fe.on(document,"click.bs.button.data-api",xe,(t=>{t.preventDefault();const e=t.target.closest(xe);ke.getOrCreateInstance(e).toggle()})),Qt(ke);const Le=".bs.swipe",Se=`touchstart${Le}`,De=`touchmove${Le}`,$e=`touchend${Le}`,Ie=`pointerdown${Le}`,Ne=`pointerup${Le}`,Pe={endCallback:null,leftCallback:null,rightCallback:null},Me={endCallback:"(function|null)",leftCallback:"(function|null)",rightCallback:"(function|null)"};class je extends be{constructor(t,e){super(),this._element=t,t&&je.isSupported()&&(this._config=this._getConfig(e),this._deltaX=0,this._supportPointerEvents=Boolean(window.PointerEvent),this._initEvents())}static get Default(){return Pe}static get DefaultType(){return Me}static get NAME(){return"swipe"}dispose(){fe.off(this._element,Le)}_start(t){this._supportPointerEvents?this._eventIsPointerPenTouch(t)&&(this._deltaX=t.clientX):this._deltaX=t.touches[0].clientX}_end(t){this._eventIsPointerPenTouch(t)&&(this._deltaX=t.clientX-this._deltaX),this._handleSwipe(),Xt(this._config.endCallback)}_move(t){this._deltaX=t.touches&&t.touches.length>1?0:t.touches[0].clientX-this._deltaX}_handleSwipe(){const t=Math.abs(this._deltaX);if(t<=40)return;const e=t/this._deltaX;this._deltaX=0,e&&Xt(e>0?this._config.rightCallback:this._config.leftCallback)}_initEvents(){this._supportPointerEvents?(fe.on(this._element,Ie,(t=>this._start(t))),fe.on(this._element,Ne,(t=>this._end(t))),this._element.classList.add("pointer-event")):(fe.on(this._element,Se,(t=>this._start(t))),fe.on(this._element,De,(t=>this._move(t))),fe.on(this._element,$e,(t=>this._end(t))))}_eventIsPointerPenTouch(t){return this._supportPointerEvents&&("pen"===t.pointerType||"touch"===t.pointerType)}static isSupported(){return"ontouchstart"in document.documentElement||navigator.maxTouchPoints>0}}const Fe=".bs.carousel",He=".data-api",Be="ArrowLeft",We="ArrowRight",ze="next",Re="prev",qe="left",Ve="right",Ye=`slide${Fe}`,Ke=`slid${Fe}`,Qe=`keydown${Fe}`,Xe=`mouseenter${Fe}`,Ue=`mouseleave${Fe}`,Ge=`dragstart${Fe}`,Je=`load${Fe}${He}`,Ze=`click${Fe}${He}`,ti="carousel",ei="active",ii=".active",ni=".carousel-item",si=ii+ni,oi={[Be]:Ve,[We]:qe},ri={interval:5e3,keyboard:!0,pause:"hover",ride:!1,touch:!0,wrap:!0},ai={interval:"(number|boolean)",keyboard:"boolean",pause:"(string|boolean)",ride:"(boolean|string)",touch:"boolean",wrap:"boolean"};class li extends ve{constructor(t,e){super(t,e),this._interval=null,this._activeElement=null,this._isSliding=!1,this.touchTimeout=null,this._swipeHelper=null,this._indicatorsElement=we.findOne(".carousel-indicators",this._element),this._addEventListeners(),this._config.ride===ti&&this.cycle()}static get Default(){return ri}static get DefaultType(){return ai}static get NAME(){return"carousel"}next(){this._slide(ze)}nextWhenVisible(){!document.hidden&&Bt(this._element)&&this.next()}prev(){this._slide(Re)}pause(){this._isSliding&&jt(this._element),this._clearInterval()}cycle(){this._clearInterval(),this._updateInterval(),this._interval=setInterval((()=>this.nextWhenVisible()),this._config.interval)}_maybeEnableCycle(){this._config.ride&&(this._isSliding?fe.one(this._element,Ke,(()=>this.cycle())):this.cycle())}to(t){const e=this._getItems();if(t>e.length-1||t<0)return;if(this._isSliding)return void fe.one(this._element,Ke,(()=>this.to(t)));const i=this._getItemIndex(this._getActive());if(i===t)return;const n=t>i?ze:Re;this._slide(n,e[t])}dispose(){this._swipeHelper&&this._swipeHelper.dispose(),super.dispose()}_configAfterMerge(t){return t.defaultInterval=t.interval,t}_addEventListeners(){this._config.keyboard&&fe.on(this._element,Qe,(t=>this._keydown(t))),"hover"===this._config.pause&&(fe.on(this._element,Xe,(()=>this.pause())),fe.on(this._element,Ue,(()=>this._maybeEnableCycle()))),this._config.touch&&je.isSupported()&&this._addTouchEventListeners()}_addTouchEventListeners(){for(const t of we.find(".carousel-item img",this._element))fe.on(t,Ge,(t=>t.preventDefault()));const t={leftCallback:()=>this._slide(this._directionToOrder(qe)),rightCallback:()=>this._slide(this._directionToOrder(Ve)),endCallback:()=>{"hover"===this._config.pause&&(this.pause(),this.touchTimeout&&clearTimeout(this.touchTimeout),this.touchTimeout=setTimeout((()=>this._maybeEnableCycle()),500+this._config.interval))}};this._swipeHelper=new je(this._element,t)}_keydown(t){if(/input|textarea/i.test(t.target.tagName))return;const e=oi[t.key];e&&(t.preventDefault(),this._slide(this._directionToOrder(e)))}_getItemIndex(t){return this._getItems().indexOf(t)}_setActiveIndicatorElement(t){if(!this._indicatorsElement)return;const e=we.findOne(ii,this._indicatorsElement);e.classList.remove(ei),e.removeAttribute("aria-current");const i=we.findOne(`[data-bs-slide-to="${t}"]`,this._indicatorsElement);i&&(i.classList.add(ei),i.setAttribute("aria-current","true"))}_updateInterval(){const t=this._activeElement||this._getActive();if(!t)return;const e=Number.parseInt(t.getAttribute("data-bs-interval"),10);this._config.interval=e||this._config.defaultInterval}_slide(t,e=null){if(this._isSliding)return;const i=this._getActive(),n=t===ze,s=e||Gt(this._getItems(),i,n,this._config.wrap);if(s===i)return;const o=this._getItemIndex(s),r=e=>fe.trigger(this._element,e,{relatedTarget:s,direction:this._orderToDirection(t),from:this._getItemIndex(i),to:o});if(r(Ye).defaultPrevented)return;if(!i||!s)return;const a=Boolean(this._interval);this.pause(),this._isSliding=!0,this._setActiveIndicatorElement(o),this._activeElement=s;const l=n?"carousel-item-start":"carousel-item-end",c=n?"carousel-item-next":"carousel-item-prev";s.classList.add(c),qt(s),i.classList.add(l),s.classList.add(l),this._queueCallback((()=>{s.classList.remove(l,c),s.classList.add(ei),i.classList.remove(ei,c,l),this._isSliding=!1,r(Ke)}),i,this._isAnimated()),a&&this.cycle()}_isAnimated(){return this._element.classList.contains("slide")}_getActive(){return we.findOne(si,this._element)}_getItems(){return we.find(ni,this._element)}_clearInterval(){this._interval&&(clearInterval(this._interval),this._interval=null)}_directionToOrder(t){return Kt()?t===qe?Re:ze:t===qe?ze:Re}_orderToDirection(t){return Kt()?t===Re?qe:Ve:t===Re?Ve:qe}static jQueryInterface(t){return this.each((function(){const e=li.getOrCreateInstance(this,t);if("number"!=typeof t){if("string"==typeof t){if(void 0===e[t]||t.startsWith("_")||"constructor"===t)throw new TypeError(`No method named "${t}"`);e[t]()}}else e.to(t)}))}}fe.on(document,Ze,"[data-bs-slide], [data-bs-slide-to]",(function(t){const e=we.getElementFromSelector(this);if(!e||!e.classList.contains(ti))return;t.preventDefault();const i=li.getOrCreateInstance(e),n=this.getAttribute("data-bs-slide-to");return n?(i.to(n),void i._maybeEnableCycle()):"next"===_e.getDataAttribute(this,"slide")?(i.next(),void i._maybeEnableCycle()):(i.prev(),void i._maybeEnableCycle())})),fe.on(window,Je,(()=>{const t=we.find('[data-bs-ride="carousel"]');for(const e of t)li.getOrCreateInstance(e)})),Qt(li);const ci=".bs.collapse",hi=`show${ci}`,di=`shown${ci}`,ui=`hide${ci}`,fi=`hidden${ci}`,pi=`click${ci}.data-api`,mi="show",gi="collapse",_i="collapsing",bi=`:scope .${gi} .${gi}`,vi='[data-bs-toggle="collapse"]',yi={parent:null,toggle:!0},wi={parent:"(null|element)",toggle:"boolean"};class Ei extends ve{constructor(t,e){super(t,e),this._isTransitioning=!1,this._triggerArray=[];const i=we.find(vi);for(const t of i){const e=we.getSelectorFromElement(t),i=we.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 yi}static get DefaultType(){return wi}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=>Ei.getOrCreateInstance(t,{toggle:!1})))),t.length&&t[0]._isTransitioning)return;if(fe.trigger(this._element,hi).defaultPrevented)return;for(const e of t)e.hide();const e=this._getDimension();this._element.classList.remove(gi),this._element.classList.add(_i),this._element.style[e]=0,this._addAriaAndCollapsedClass(this._triggerArray,!0),this._isTransitioning=!0;const i=`scroll${e[0].toUpperCase()+e.slice(1)}`;this._queueCallback((()=>{this._isTransitioning=!1,this._element.classList.remove(_i),this._element.classList.add(gi,mi),this._element.style[e]="",fe.trigger(this._element,di)}),this._element,!0),this._element.style[e]=`${this._element[i]}px`}hide(){if(this._isTransitioning||!this._isShown())return;if(fe.trigger(this._element,ui).defaultPrevented)return;const t=this._getDimension();this._element.style[t]=`${this._element.getBoundingClientRect()[t]}px`,qt(this._element),this._element.classList.add(_i),this._element.classList.remove(gi,mi);for(const t of this._triggerArray){const e=we.getElementFromSelector(t);e&&!this._isShown(e)&&this._addAriaAndCollapsedClass([t],!1)}this._isTransitioning=!0,this._element.style[t]="",this._queueCallback((()=>{this._isTransitioning=!1,this._element.classList.remove(_i),this._element.classList.add(gi),fe.trigger(this._element,fi)}),this._element,!0)}_isShown(t=this._element){return t.classList.contains(mi)}_configAfterMerge(t){return t.toggle=Boolean(t.toggle),t.parent=Ht(t.parent),t}_getDimension(){return this._element.classList.contains("collapse-horizontal")?"width":"height"}_initializeChildren(){if(!this._config.parent)return;const t=this._getFirstLevelChildren(vi);for(const e of t){const t=we.getElementFromSelector(e);t&&this._addAriaAndCollapsedClass([e],this._isShown(t))}}_getFirstLevelChildren(t){const e=we.find(bi,this._config.parent);return we.find(t,this._config.parent).filter((t=>!e.includes(t)))}_addAriaAndCollapsedClass(t,e){if(t.length)for(const i of t)i.classList.toggle("collapsed",!e),i.setAttribute("aria-expanded",e)}static jQueryInterface(t){const e={};return"string"==typeof t&&/show|hide/.test(t)&&(e.toggle=!1),this.each((function(){const i=Ei.getOrCreateInstance(this,e);if("string"==typeof t){if(void 0===i[t])throw new TypeError(`No method named "${t}"`);i[t]()}}))}}fe.on(document,pi,vi,(function(t){("A"===t.target.tagName||t.delegateTarget&&"A"===t.delegateTarget.tagName)&&t.preventDefault();for(const t of we.getMultipleElementsFromSelector(this))Ei.getOrCreateInstance(t,{toggle:!1}).toggle()})),Qt(Ei);const Ai="dropdown",Ti=".bs.dropdown",Ci=".data-api",Oi="ArrowUp",xi="ArrowDown",ki=`hide${Ti}`,Li=`hidden${Ti}`,Si=`show${Ti}`,Di=`shown${Ti}`,$i=`click${Ti}${Ci}`,Ii=`keydown${Ti}${Ci}`,Ni=`keyup${Ti}${Ci}`,Pi="show",Mi='[data-bs-toggle="dropdown"]:not(.disabled):not(:disabled)',ji=`${Mi}.${Pi}`,Fi=".dropdown-menu",Hi=Kt()?"top-end":"top-start",Bi=Kt()?"top-start":"top-end",Wi=Kt()?"bottom-end":"bottom-start",zi=Kt()?"bottom-start":"bottom-end",Ri=Kt()?"left-start":"right-start",qi=Kt()?"right-start":"left-start",Vi={autoClose:!0,boundary:"clippingParents",display:"dynamic",offset:[0,2],popperConfig:null,reference:"toggle"},Yi={autoClose:"(boolean|string)",boundary:"(string|element)",display:"string",offset:"(array|string|function)",popperConfig:"(null|object|function)",reference:"(string|element|object)"};class Ki extends ve{constructor(t,e){super(t,e),this._popper=null,this._parent=this._element.parentNode,this._menu=we.next(this._element,Fi)[0]||we.prev(this._element,Fi)[0]||we.findOne(Fi,this._parent),this._inNavbar=this._detectNavbar()}static get Default(){return Vi}static get DefaultType(){return Yi}static get NAME(){return Ai}toggle(){return this._isShown()?this.hide():this.show()}show(){if(Wt(this._element)||this._isShown())return;const t={relatedTarget:this._element};if(!fe.trigger(this._element,Si,t).defaultPrevented){if(this._createPopper(),"ontouchstart"in document.documentElement&&!this._parent.closest(".navbar-nav"))for(const t of[].concat(...document.body.children))fe.on(t,"mouseover",Rt);this._element.focus(),this._element.setAttribute("aria-expanded",!0),this._menu.classList.add(Pi),this._element.classList.add(Pi),fe.trigger(this._element,Di,t)}}hide(){if(Wt(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(!fe.trigger(this._element,ki,t).defaultPrevented){if("ontouchstart"in document.documentElement)for(const t of[].concat(...document.body.children))fe.off(t,"mouseover",Rt);this._popper&&this._popper.destroy(),this._menu.classList.remove(Pi),this._element.classList.remove(Pi),this._element.setAttribute("aria-expanded","false"),_e.removeDataAttribute(this._menu,"popper"),fe.trigger(this._element,Li,t)}}_getConfig(t){if("object"==typeof(t=super._getConfig(t)).reference&&!Ft(t.reference)&&"function"!=typeof t.reference.getBoundingClientRect)throw new TypeError(`${Ai.toUpperCase()}: Option "reference" provided type "object" without a required "getBoundingClientRect" method.`);return t}_createPopper(){if(void 0===e)throw new TypeError("Bootstrap's dropdowns require Popper (https://popper.js.org)");let t=this._element;"parent"===this._config.reference?t=this._parent:Ft(this._config.reference)?t=Ht(this._config.reference):"object"==typeof this._config.reference&&(t=this._config.reference);const i=this._getPopperConfig();this._popper=Dt(t,this._menu,i)}_isShown(){return this._menu.classList.contains(Pi)}_getPlacement(){const t=this._parent;if(t.classList.contains("dropend"))return Ri;if(t.classList.contains("dropstart"))return qi;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?Bi:Hi:e?zi:Wi}_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)&&(_e.setDataAttribute(this._menu,"popper","static"),t.modifiers=[{name:"applyStyles",enabled:!1}]),{...t,...Xt(this._config.popperConfig,[t])}}_selectMenuItem({key:t,target:e}){const i=we.find(".dropdown-menu .dropdown-item:not(.disabled):not(:disabled)",this._menu).filter((t=>Bt(t)));i.length&&Gt(i,e,t===xi,!i.includes(e)).focus()}static jQueryInterface(t){return this.each((function(){const e=Ki.getOrCreateInstance(this,t);if("string"==typeof t){if(void 0===e[t])throw new TypeError(`No method named "${t}"`);e[t]()}}))}static clearMenus(t){if(2===t.button||"keyup"===t.type&&"Tab"!==t.key)return;const e=we.find(ji);for(const i of e){const e=Ki.getInstance(i);if(!e||!1===e._config.autoClose)continue;const n=t.composedPath(),s=n.includes(e._menu);if(n.includes(e._element)||"inside"===e._config.autoClose&&!s||"outside"===e._config.autoClose&&s)continue;if(e._menu.contains(t.target)&&("keyup"===t.type&&"Tab"===t.key||/input|select|option|textarea|form/i.test(t.target.tagName)))continue;const o={relatedTarget:e._element};"click"===t.type&&(o.clickEvent=t),e._completeHide(o)}}static dataApiKeydownHandler(t){const e=/input|textarea/i.test(t.target.tagName),i="Escape"===t.key,n=[Oi,xi].includes(t.key);if(!n&&!i)return;if(e&&!i)return;t.preventDefault();const s=this.matches(Mi)?this:we.prev(this,Mi)[0]||we.next(this,Mi)[0]||we.findOne(Mi,t.delegateTarget.parentNode),o=Ki.getOrCreateInstance(s);if(n)return t.stopPropagation(),o.show(),void o._selectMenuItem(t);o._isShown()&&(t.stopPropagation(),o.hide(),s.focus())}}fe.on(document,Ii,Mi,Ki.dataApiKeydownHandler),fe.on(document,Ii,Fi,Ki.dataApiKeydownHandler),fe.on(document,$i,Ki.clearMenus),fe.on(document,Ni,Ki.clearMenus),fe.on(document,$i,Mi,(function(t){t.preventDefault(),Ki.getOrCreateInstance(this).toggle()})),Qt(Ki);const Qi="backdrop",Xi="show",Ui=`mousedown.bs.${Qi}`,Gi={className:"modal-backdrop",clickCallback:null,isAnimated:!1,isVisible:!0,rootElement:"body"},Ji={className:"string",clickCallback:"(function|null)",isAnimated:"boolean",isVisible:"boolean",rootElement:"(element|string)"};class Zi extends be{constructor(t){super(),this._config=this._getConfig(t),this._isAppended=!1,this._element=null}static get Default(){return Gi}static get DefaultType(){return Ji}static get NAME(){return Qi}show(t){if(!this._config.isVisible)return void Xt(t);this._append();const e=this._getElement();this._config.isAnimated&&qt(e),e.classList.add(Xi),this._emulateAnimation((()=>{Xt(t)}))}hide(t){this._config.isVisible?(this._getElement().classList.remove(Xi),this._emulateAnimation((()=>{this.dispose(),Xt(t)}))):Xt(t)}dispose(){this._isAppended&&(fe.off(this._element,Ui),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=Ht(t.rootElement),t}_append(){if(this._isAppended)return;const t=this._getElement();this._config.rootElement.append(t),fe.on(t,Ui,(()=>{Xt(this._config.clickCallback)})),this._isAppended=!0}_emulateAnimation(t){Ut(t,this._getElement(),this._config.isAnimated)}}const tn=".bs.focustrap",en=`focusin${tn}`,nn=`keydown.tab${tn}`,sn="backward",on={autofocus:!0,trapElement:null},rn={autofocus:"boolean",trapElement:"element"};class an extends be{constructor(t){super(),this._config=this._getConfig(t),this._isActive=!1,this._lastTabNavDirection=null}static get Default(){return on}static get DefaultType(){return rn}static get NAME(){return"focustrap"}activate(){this._isActive||(this._config.autofocus&&this._config.trapElement.focus(),fe.off(document,tn),fe.on(document,en,(t=>this._handleFocusin(t))),fe.on(document,nn,(t=>this._handleKeydown(t))),this._isActive=!0)}deactivate(){this._isActive&&(this._isActive=!1,fe.off(document,tn))}_handleFocusin(t){const{trapElement:e}=this._config;if(t.target===document||t.target===e||e.contains(t.target))return;const i=we.focusableChildren(e);0===i.length?e.focus():this._lastTabNavDirection===sn?i[i.length-1].focus():i[0].focus()}_handleKeydown(t){"Tab"===t.key&&(this._lastTabNavDirection=t.shiftKey?sn:"forward")}}const ln=".fixed-top, .fixed-bottom, .is-fixed, .sticky-top",cn=".sticky-top",hn="padding-right",dn="margin-right";class un{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,hn,(e=>e+t)),this._setElementAttributes(ln,hn,(e=>e+t)),this._setElementAttributes(cn,dn,(e=>e-t))}reset(){this._resetElementAttributes(this._element,"overflow"),this._resetElementAttributes(this._element,hn),this._resetElementAttributes(ln,hn),this._resetElementAttributes(cn,dn)}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,`${i(Number.parseFloat(s))}px`)}))}_saveInitialAttribute(t,e){const i=t.style.getPropertyValue(e);i&&_e.setDataAttribute(t,e,i)}_resetElementAttributes(t,e){this._applyManipulationCallback(t,(t=>{const i=_e.getDataAttribute(t,e);null!==i?(_e.removeDataAttribute(t,e),t.style.setProperty(e,i)):t.style.removeProperty(e)}))}_applyManipulationCallback(t,e){if(Ft(t))e(t);else for(const i of we.find(t,this._element))e(i)}}const fn=".bs.modal",pn=`hide${fn}`,mn=`hidePrevented${fn}`,gn=`hidden${fn}`,_n=`show${fn}`,bn=`shown${fn}`,vn=`resize${fn}`,yn=`click.dismiss${fn}`,wn=`mousedown.dismiss${fn}`,En=`keydown.dismiss${fn}`,An=`click${fn}.data-api`,Tn="modal-open",Cn="show",On="modal-static",xn={backdrop:!0,focus:!0,keyboard:!0},kn={backdrop:"(boolean|string)",focus:"boolean",keyboard:"boolean"};class Ln extends ve{constructor(t,e){super(t,e),this._dialog=we.findOne(".modal-dialog",this._element),this._backdrop=this._initializeBackDrop(),this._focustrap=this._initializeFocusTrap(),this._isShown=!1,this._isTransitioning=!1,this._scrollBar=new un,this._addEventListeners()}static get Default(){return xn}static get DefaultType(){return kn}static get NAME(){return"modal"}toggle(t){return this._isShown?this.hide():this.show(t)}show(t){this._isShown||this._isTransitioning||fe.trigger(this._element,_n,{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&&(fe.trigger(this._element,pn).defaultPrevented||(this._isShown=!1,this._isTransitioning=!0,this._focustrap.deactivate(),this._element.classList.remove(Cn),this._queueCallback((()=>this._hideModal()),this._element,this._isAnimated())))}dispose(){fe.off(window,fn),fe.off(this._dialog,fn),this._backdrop.dispose(),this._focustrap.deactivate(),super.dispose()}handleUpdate(){this._adjustDialog()}_initializeBackDrop(){return new Zi({isVisible:Boolean(this._config.backdrop),isAnimated:this._isAnimated()})}_initializeFocusTrap(){return new an({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=we.findOne(".modal-body",this._dialog);e&&(e.scrollTop=0),qt(this._element),this._element.classList.add(Cn),this._queueCallback((()=>{this._config.focus&&this._focustrap.activate(),this._isTransitioning=!1,fe.trigger(this._element,bn,{relatedTarget:t})}),this._dialog,this._isAnimated())}_addEventListeners(){fe.on(this._element,En,(t=>{"Escape"===t.key&&(this._config.keyboard?this.hide():this._triggerBackdropTransition())})),fe.on(window,vn,(()=>{this._isShown&&!this._isTransitioning&&this._adjustDialog()})),fe.on(this._element,wn,(t=>{fe.one(this._element,yn,(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(),fe.trigger(this._element,gn)}))}_isAnimated(){return this._element.classList.contains("fade")}_triggerBackdropTransition(){if(fe.trigger(this._element,mn).defaultPrevented)return;const t=this._element.scrollHeight>document.documentElement.clientHeight,e=this._element.style.overflowY;"hidden"===e||this._element.classList.contains(On)||(t||(this._element.style.overflowY="hidden"),this._element.classList.add(On),this._queueCallback((()=>{this._element.classList.remove(On),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=Kt()?"paddingLeft":"paddingRight";this._element.style[t]=`${e}px`}if(!i&&t){const t=Kt()?"paddingRight":"paddingLeft";this._element.style[t]=`${e}px`}}_resetAdjustments(){this._element.style.paddingLeft="",this._element.style.paddingRight=""}static jQueryInterface(t,e){return this.each((function(){const i=Ln.getOrCreateInstance(this,t);if("string"==typeof t){if(void 0===i[t])throw new TypeError(`No method named "${t}"`);i[t](e)}}))}}fe.on(document,An,'[data-bs-toggle="modal"]',(function(t){const e=we.getElementFromSelector(this);["A","AREA"].includes(this.tagName)&&t.preventDefault(),fe.one(e,_n,(t=>{t.defaultPrevented||fe.one(e,gn,(()=>{Bt(this)&&this.focus()}))}));const i=we.findOne(".modal.show");i&&Ln.getInstance(i).hide(),Ln.getOrCreateInstance(e).toggle(this)})),Ee(Ln),Qt(Ln);const Sn=".bs.offcanvas",Dn=".data-api",$n=`load${Sn}${Dn}`,In="show",Nn="showing",Pn="hiding",Mn=".offcanvas.show",jn=`show${Sn}`,Fn=`shown${Sn}`,Hn=`hide${Sn}`,Bn=`hidePrevented${Sn}`,Wn=`hidden${Sn}`,zn=`resize${Sn}`,Rn=`click${Sn}${Dn}`,qn=`keydown.dismiss${Sn}`,Vn={backdrop:!0,keyboard:!0,scroll:!1},Yn={backdrop:"(boolean|string)",keyboard:"boolean",scroll:"boolean"};class Kn extends ve{constructor(t,e){super(t,e),this._isShown=!1,this._backdrop=this._initializeBackDrop(),this._focustrap=this._initializeFocusTrap(),this._addEventListeners()}static get Default(){return Vn}static get DefaultType(){return Yn}static get NAME(){return"offcanvas"}toggle(t){return this._isShown?this.hide():this.show(t)}show(t){this._isShown||fe.trigger(this._element,jn,{relatedTarget:t}).defaultPrevented||(this._isShown=!0,this._backdrop.show(),this._config.scroll||(new un).hide(),this._element.setAttribute("aria-modal",!0),this._element.setAttribute("role","dialog"),this._element.classList.add(Nn),this._queueCallback((()=>{this._config.scroll&&!this._config.backdrop||this._focustrap.activate(),this._element.classList.add(In),this._element.classList.remove(Nn),fe.trigger(this._element,Fn,{relatedTarget:t})}),this._element,!0))}hide(){this._isShown&&(fe.trigger(this._element,Hn).defaultPrevented||(this._focustrap.deactivate(),this._element.blur(),this._isShown=!1,this._element.classList.add(Pn),this._backdrop.hide(),this._queueCallback((()=>{this._element.classList.remove(In,Pn),this._element.removeAttribute("aria-modal"),this._element.removeAttribute("role"),this._config.scroll||(new un).reset(),fe.trigger(this._element,Wn)}),this._element,!0)))}dispose(){this._backdrop.dispose(),this._focustrap.deactivate(),super.dispose()}_initializeBackDrop(){const t=Boolean(this._config.backdrop);return new Zi({className:"offcanvas-backdrop",isVisible:t,isAnimated:!0,rootElement:this._element.parentNode,clickCallback:t?()=>{"static"!==this._config.backdrop?this.hide():fe.trigger(this._element,Bn)}:null})}_initializeFocusTrap(){return new an({trapElement:this._element})}_addEventListeners(){fe.on(this._element,qn,(t=>{"Escape"===t.key&&(this._config.keyboard?this.hide():fe.trigger(this._element,Bn))}))}static jQueryInterface(t){return this.each((function(){const e=Kn.getOrCreateInstance(this,t);if("string"==typeof t){if(void 0===e[t]||t.startsWith("_")||"constructor"===t)throw new TypeError(`No method named "${t}"`);e[t](this)}}))}}fe.on(document,Rn,'[data-bs-toggle="offcanvas"]',(function(t){const e=we.getElementFromSelector(this);if(["A","AREA"].includes(this.tagName)&&t.preventDefault(),Wt(this))return;fe.one(e,Wn,(()=>{Bt(this)&&this.focus()}));const i=we.findOne(Mn);i&&i!==e&&Kn.getInstance(i).hide(),Kn.getOrCreateInstance(e).toggle(this)})),fe.on(window,$n,(()=>{for(const t of we.find(Mn))Kn.getOrCreateInstance(t).show()})),fe.on(window,zn,(()=>{for(const t of we.find("[aria-modal][class*=show][class*=offcanvas-]"))"fixed"!==getComputedStyle(t).position&&Kn.getOrCreateInstance(t).hide()})),Ee(Kn),Qt(Kn);const Qn={"*":["class","dir","id","lang","role",/^aria-[\w-]*$/i],a:["target","href","title","rel"],area:[],b:[],br:[],col:[],code:[],dd:[],div:[],dl:[],dt:[],em:[],hr:[],h1:[],h2:[],h3:[],h4:[],h5:[],h6:[],i:[],img:["src","srcset","alt","title","width","height"],li:[],ol:[],p:[],pre:[],s:[],small:[],span:[],sub:[],sup:[],strong:[],u:[],ul:[]},Xn=new Set(["background","cite","href","itemtype","longdesc","poster","src","xlink:href"]),Un=/^(?!javascript:)(?:[a-z0-9+.-]+:|[^&:/?#]*(?:[/?#]|$))/i,Gn=(t,e)=>{const i=t.nodeName.toLowerCase();return e.includes(i)?!Xn.has(i)||Boolean(Un.test(t.nodeValue)):e.filter((t=>t instanceof RegExp)).some((t=>t.test(i)))},Jn={allowList:Qn,content:{},extraClass:"",html:!1,sanitize:!0,sanitizeFn:null,template:"
"},Zn={allowList:"object",content:"object",extraClass:"(string|function)",html:"boolean",sanitize:"boolean",sanitizeFn:"(null|function)",template:"string"},ts={entry:"(string|element|function|null)",selector:"(string|element)"};class es extends be{constructor(t){super(),this._config=this._getConfig(t)}static get Default(){return Jn}static get DefaultType(){return Zn}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},ts)}_setContent(t,e,i){const n=we.findOne(i,t);n&&((e=this._resolvePossibleFunction(e))?Ft(e)?this._putElementInTemplate(Ht(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)Gn(e,s)||t.removeAttribute(e.nodeName)}return n.body.innerHTML}(t,this._config.allowList,this._config.sanitizeFn):t}_resolvePossibleFunction(t){return Xt(t,[this])}_putElementInTemplate(t,e){if(this._config.html)return e.innerHTML="",void e.append(t);e.textContent=t.textContent}}const is=new Set(["sanitize","allowList","sanitizeFn"]),ns="fade",ss="show",os=".tooltip-inner",rs=".modal",as="hide.bs.modal",ls="hover",cs="focus",hs={AUTO:"auto",TOP:"top",RIGHT:Kt()?"left":"right",BOTTOM:"bottom",LEFT:Kt()?"right":"left"},ds={allowList:Qn,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"},us={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 fs extends ve{constructor(t,i){if(void 0===e)throw new TypeError("Bootstrap's tooltips require Popper (https://popper.js.org)");super(t,i),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 ds}static get DefaultType(){return us}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),fe.off(this._element.closest(rs),as,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=fe.trigger(this._element,this.constructor.eventName("show")),e=(zt(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),fe.trigger(this._element,this.constructor.eventName("inserted"))),this._popper=this._createPopper(i),i.classList.add(ss),"ontouchstart"in document.documentElement)for(const t of[].concat(...document.body.children))fe.on(t,"mouseover",Rt);this._queueCallback((()=>{fe.trigger(this._element,this.constructor.eventName("shown")),!1===this._isHovered&&this._leave(),this._isHovered=!1}),this.tip,this._isAnimated())}hide(){if(this._isShown()&&!fe.trigger(this._element,this.constructor.eventName("hide")).defaultPrevented){if(this._getTipElement().classList.remove(ss),"ontouchstart"in document.documentElement)for(const t of[].concat(...document.body.children))fe.off(t,"mouseover",Rt);this._activeTrigger.click=!1,this._activeTrigger[cs]=!1,this._activeTrigger[ls]=!1,this._isHovered=null,this._queueCallback((()=>{this._isWithActiveTrigger()||(this._isHovered||this._disposePopper(),this._element.removeAttribute("aria-describedby"),fe.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(ns,ss),e.classList.add(`bs-${this.constructor.NAME}-auto`);const i=(t=>{do{t+=Math.floor(1e6*Math.random())}while(document.getElementById(t));return t})(this.constructor.NAME).toString();return e.setAttribute("id",i),this._isAnimated()&&e.classList.add(ns),e}setContent(t){this._newContent=t,this._isShown()&&(this._disposePopper(),this.show())}_getTemplateFactory(t){return this._templateFactory?this._templateFactory.changeContent(t):this._templateFactory=new es({...this._config,content:t,extraClass:this._resolvePossibleFunction(this._config.customClass)}),this._templateFactory}_getContentForTemplate(){return{[os]:this._getTitle()}}_getTitle(){return this._resolvePossibleFunction(this._config.title)||this._element.getAttribute("data-bs-original-title")}_initializeOnDelegatedTarget(t){return this.constructor.getOrCreateInstance(t.delegateTarget,this._getDelegateConfig())}_isAnimated(){return this._config.animation||this.tip&&this.tip.classList.contains(ns)}_isShown(){return this.tip&&this.tip.classList.contains(ss)}_createPopper(t){const e=Xt(this._config.placement,[this,t,this._element]),i=hs[e.toUpperCase()];return Dt(this._element,t,this._getPopperConfig(i))}_getOffset(){const{offset:t}=this._config;return"string"==typeof t?t.split(",").map((t=>Number.parseInt(t,10))):"function"==typeof t?e=>t(e,this._element):t}_resolvePossibleFunction(t){return Xt(t,[this._element])}_getPopperConfig(t){const e={placement:t,modifiers:[{name:"flip",options:{fallbackPlacements:this._config.fallbackPlacements}},{name:"offset",options:{offset:this._getOffset()}},{name:"preventOverflow",options:{boundary:this._config.boundary}},{name:"arrow",options:{element:`.${this.constructor.NAME}-arrow`}},{name:"preSetPlacement",enabled:!0,phase:"beforeMain",fn:t=>{this._getTipElement().setAttribute("data-popper-placement",t.state.placement)}}]};return{...e,...Xt(this._config.popperConfig,[e])}}_setListeners(){const t=this._config.trigger.split(" ");for(const e of t)if("click"===e)fe.on(this._element,this.constructor.eventName("click"),this._config.selector,(t=>{this._initializeOnDelegatedTarget(t).toggle()}));else if("manual"!==e){const t=e===ls?this.constructor.eventName("mouseenter"):this.constructor.eventName("focusin"),i=e===ls?this.constructor.eventName("mouseleave"):this.constructor.eventName("focusout");fe.on(this._element,t,this._config.selector,(t=>{const e=this._initializeOnDelegatedTarget(t);e._activeTrigger["focusin"===t.type?cs:ls]=!0,e._enter()})),fe.on(this._element,i,this._config.selector,(t=>{const e=this._initializeOnDelegatedTarget(t);e._activeTrigger["focusout"===t.type?cs:ls]=e._element.contains(t.relatedTarget),e._leave()}))}this._hideModalHandler=()=>{this._element&&this.hide()},fe.on(this._element.closest(rs),as,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=_e.getDataAttributes(this._element);for(const t of Object.keys(e))is.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:Ht(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=fs.getOrCreateInstance(this,t);if("string"==typeof t){if(void 0===e[t])throw new TypeError(`No method named "${t}"`);e[t]()}}))}}Qt(fs);const ps=".popover-header",ms=".popover-body",gs={...fs.Default,content:"",offset:[0,8],placement:"right",template:'',trigger:"click"},_s={...fs.DefaultType,content:"(null|string|element|function)"};class bs extends fs{static get Default(){return gs}static get DefaultType(){return _s}static get NAME(){return"popover"}_isWithContent(){return this._getTitle()||this._getContent()}_getContentForTemplate(){return{[ps]:this._getTitle(),[ms]:this._getContent()}}_getContent(){return this._resolvePossibleFunction(this._config.content)}static jQueryInterface(t){return this.each((function(){const e=bs.getOrCreateInstance(this,t);if("string"==typeof t){if(void 0===e[t])throw new TypeError(`No method named "${t}"`);e[t]()}}))}}Qt(bs);const vs=".bs.scrollspy",ys=`activate${vs}`,ws=`click${vs}`,Es=`load${vs}.data-api`,As="active",Ts="[href]",Cs=".nav-link",Os=`${Cs}, .nav-item > ${Cs}, .list-group-item`,xs={offset:null,rootMargin:"0px 0px -25%",smoothScroll:!1,target:null,threshold:[.1,.5,1]},ks={offset:"(number|null)",rootMargin:"string",smoothScroll:"boolean",target:"element",threshold:"array"};class Ls extends ve{constructor(t,e){super(t,e),this._targetLinks=new Map,this._observableSections=new 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28755c2c..00000000 --- a/_static/scripts/bootstrap.js.LICENSE.txt +++ /dev/null @@ -1,5 +0,0 @@ -/*! - * 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 deleted file mode 100644 index e9e81589..00000000 --- a/_static/scripts/bootstrap.js.map +++ /dev/null @@ -1 +0,0 @@ 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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