From 0e73d81aec87ee55e8da893bff051b654a4e1764 Mon Sep 17 00:00:00 2001
From: jbusecke <14314623+jbusecke@users.noreply.github.com>
Date: Tue, 28 Jan 2025 14:50:19 +0000
Subject: [PATCH] Delete preview for pull request \#205

---
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 _preview/205/_static/webpack-macros.html      |    25 -
 _preview/205/explanation/architecture.html    |   680 -
 _preview/205/explanation/code_policy.html     |   432 -
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 _preview/205/explanation/implementation.html  |   757 --
 .../explanation/infrastructure_policy.html    |   401 -
 _preview/205/genindex.html                    |   352 -
 _preview/205/guides/bootcamp_guide.html       |   545 -
 _preview/205/guides/code_guide.html           |   446 -
 _preview/205/guides/compute_guide.html        |   562 -
 _preview/205/guides/data_guide.html           |  1010 --
 _preview/205/guides/education_guide.html      |   513 -
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 _preview/205/reference/education.html         |   436 -
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 _preview/205/searchindex.js                   |     1 -
 _preview/205/support.html                     |   542 -
 _preview/205/tutorials/getting_started.html   |   553 -
 120 files changed, 42226 deletions(-)
 delete mode 100644 _preview/205/.buildinfo
 delete mode 100644 _preview/205/_images/LEAP_knowledge_graph.png
 delete mode 100644 _preview/205/_images/email_org_invite.png
 delete mode 100644 _preview/205/_images/gh_org_invite_1.png
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 delete mode 100644 _preview/205/_panels_static/panels-main.c949a650a448cc0ae9fd3441c0e17fb0.css
 delete mode 100644 _preview/205/_panels_static/panels-variables.06eb56fa6e07937060861dad626602ad.css
 delete mode 100644 _preview/205/_sources/explanation/architecture.md
 delete mode 100644 _preview/205/_sources/explanation/code_policy.md
 delete mode 100644 _preview/205/_sources/explanation/data_policy.md
 delete mode 100644 _preview/205/_sources/explanation/implementation.md
 delete mode 100644 _preview/205/_sources/explanation/infrastructure_policy.md
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 delete mode 100644 _preview/205/_sources/guides/compute_guide.md
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 delete mode 100644 _preview/205/guides/data_guide.html
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diff --git a/_preview/205/.buildinfo b/_preview/205/.buildinfo
deleted file mode 100644
index 2e68cdb5..00000000
--- a/_preview/205/.buildinfo
+++ /dev/null
@@ -1,4 +0,0 @@
-# Sphinx build info version 1
-# This file hashes the configuration used when building these files. When it is not found, a full rebuild will be done.
-config: c4dbc1ef0c095e785423c388e4448957
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diff --git a/_preview/205/_images/LEAP_knowledge_graph.png b/_preview/205/_images/LEAP_knowledge_graph.png
deleted file mode 100644
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diff --git a/_preview/205/_sources/explanation/architecture.md b/_preview/205/_sources/explanation/architecture.md
deleted file mode 100644
index 02544fff..00000000
--- a/_preview/205/_sources/explanation/architecture.md
+++ /dev/null
@@ -1,196 +0,0 @@
-(explanation.architecture)=
-
-# LEAP-Pangeo Architecture
-
-LEAP-Pangeo is a cloud-based data and computing platform that will be used to support research, education, and knowledge transfer within the LEAP program.
-
-## Design Principles
-
-In the proposal, we committed to building this in a way that enables the tools and infrastructure to be reused and remixed.
-So The challenge for LEAP Pangeo is to deploy an “enterprise quality” platform built entirely out of open-source tools, and to make this platform as reusable and useful for the broader climate science community as possible.
-We committed to following the following design principles:
-
-- Open source
-- Modular system: built out of smaller, standalone pieces which interoperate through clearly documented interfaces / standards
-- Agile development on GitHub
-- Following industry-standard best practices for continuous deployment, testing, etc.
-- Resuse of existing technologies and contribution to "upstream" open source projects on which LEAP-Pangeo depends
-  (rather than development of new stuff just for the sake of it).
-  This is a key part of our sustainability plan.
-
-## Design and Architecture
-
-```{figure} https://i.imgur.com/PVhoQUu.png
----
-name: architecture-diagram
----
-LEAP-Pangeo high-level architecture diagram
-```
-
-There are four primary components to LEAP-Pangeo.
-
-(explanation.architecture.data-library)=
-
-### The Data Library
-
-The data library will provide analysis-ready, cloud-optimized data for all aspects of LEAP.
-The data library is directly inspired by the [IRI Data Library](https://iridl.ldeo.columbia.edu) mentioned above; however, LEAP-Pangeo data will be hosted in the cloud, for maximum impact, accessibility, and interoperability.
-
-The contents of the data library will evolve dynamically based on the needs of the project.
-Examples of data that may become part of the library are
-
-- NOAA [OISST](https://www.ncei.noaa.gov/products/optimum-interpolation-sst) sea-surface temperature data,
-  used in workshops and classes to illustrate the fundamentals of geospatial data science.
-- High-resolution climate model simulations from the [NCAR "EarthWorks"](https://news.ucar.edu/132760/csu-ncar-develop-high-res-global-model-community-use)
-  project, used by LEAP researchers to develop machine-learning parameterizations of climate processes like cloud and ocean eddies.
-- Machine-learning "challenge datasets," published by the LEAP Team and accessible to the world, to help broading participation
-  by ML researchers into climate science.
-- Easily accessible syntheses of climate projections from [CMIP6 data](https://esgf-node.llnl.gov/projects/cmip6/), produced by the LEAP team,
-  for use by industry partners for business strategy and decision making.
-
-(explanation.architecture.catalog)=
-
-#### Data Catalog
-
-A [STAC](https://stacspec.org/) data catalog be used to enumerate all LEAP-Pangeo datasets and provide this information to the public.
-The catalog will store all relevant metadata about LEAP datasets following established metadata standards (e.g. CF Conventions).
-It will also provide direct links to raw data in cloud object storage.
-
-The catalog will facilitate several different modes of access:
-
-- Searching, crawling, and opening datasets from within notebooks or scripts
-- "Crawling" by search indexes or other machine-to-machine interfaces
-- A pretty web front-end interface for interactive public browsing
-
-The [Radiant Earth MLHub](https://mlhub.earth/) is a great reference for how we imagine the LEAP data catalog will eventually look.
-
-### Data Storage Service
-
-The underlying technology for the LEAP Data catalog will be cloud object storage (e.g. Amazon S3),
-which enables high throughput concurrent access to many simultaneous users over the public internet.
-Cloud Object Storage is the most performant, cost-effective, and simple way to serve such large volumes of data.
-
-Initially, the LEAP data will be stored in Google Cloud Storage, in the same cloud region
-as the JupyterHub.
-Going forward, we will work with NCAR to obtain an [Open Storage Network](https://www.openstoragenetwork.org/)
-pod which allows data to be accessible from both Google Cloud and NCAR's computing system.
-
-#### Pangeo Forge
-
-```{figure} https://raw.githubusercontent.com/pangeo-forge/flow-charts/main/renders/architecture.png
----
-width: 600px
-name: pangeo-forge-flow
----
-Pangeo Forge high-level workflow. Diagram from https://github.com/pangeo-forge/flow-charts
-```
-
-A central tool for the population and maintenance of the LEAP-Pangeo data catalog is
-[Pangeo Forge](https://pangeo-forge.readthedocs.io/en/latest/).
-Pangeo Forge is an open source tool for data Extraction, Transformation, and Loading (ETL).
-The goal of Pangeo Forge is to make it easy to extract data from traditional data repositories and deposit in cloud object storage in analysis-ready, cloud-optimized (ARCO) format.
-
-Pangeo Forge works by allowing domain scientists to define "recipes" that describe data transformation pipelines.
-These recipes are stored in GitHub repositories.
-Continuous integration monitors GitHub and automatically executes the data pipelines when needed.
-The use of distributed, cloud-based processing allows very large volumes of data to be processed quickly.
-
-Pangeo Forge is a new project, funded by the NSF EarthCube program.
-LEAP-Pangeo will provide a high-impact use case for Pangeo Forge, and Pangeo Forge
-will empower and enhance LEAP research.
-This synergistic relationship with be mutually beneficial to two NSF-sponsored projects.
-Using Pangeo Forge effectively will require LEAP scientists and data engineers to engage
-with the open-source development process around Pangeo Forge and related technologies.
-
-### The Hub
-
-```{figure} https://jupyter.org/assets/homepage/labpreview.webp
----
-width: 400px
-name: jupyterlab-preview
----
-Screenshot from JupyterLab. From <https://jupyter.org/>
-```
-
-Jupyter Notebook / Lab has emerged as the standard tool for doing interactive data science.
-Jupyter supports combining rich text, code, and generated outputs (e.g. figures) into a single document, creating a way to communicate and share complete data-science research project
-
-```{figure} https://jupyterhub.readthedocs.io/en/stable/_images/jhub-fluxogram.jpeg
----
-width: 400px
-name: jupyterhub-architecture
----
-JupyterHub architecture. From <https://jupyterhub.readthedocs.io/>
-```
-
-JupyterHub is a multi-user Jupyter Notebook / Lab environment that runs on a server.
-JupyterHub provides a gateway to highly customized software environments backed by dedicated computing with specified resources (CPU, RAM, GPU, etc.)
-Running in the cloud, JupyterHub can scale up to accommodate any number of simultaneous users with no degradation in
-performance.
-JupyterHub environments can support basically [every existing programming language](https://github.com/jupyter/jupyter/wiki/Jupyter-kernels).
-We anticipate that LEAP users will primarily use **Python**, **R**, and **Julia** programming languages.
-In addition to Jupyter Notebook / Lab, JupyterHub also supports launching [R Studio](https://www.rstudio.com/).
-
-The Pangeo project already provides [curated Docker images](https://github.com/pangeo-data/pangeo-docker-images)
-with full-featured Python software environments for environmental data science.
-These environments will be the starting point for LEAP environments.
-They may be augmented as LEAP evolves with more specific software as needed by research projects.
-
-Use management and access control for the Hub are described in [](reference.membership).
-
-### The Knowledge Graph
-
-LEAP "outputs" will be of four main types:
-
-- **Datasets** (covered above)
-- **Papers** - traditional scientific publications
-- **Project Code** - the code behind the papers, used to actually generate the scientific results
-- **Trained ML Models** - models that can be used directly for inference by others
-- **Educational Modules** - used for teaching
-
-All of these object must be tracked and cataloged in a uniform way.
-The [](explanation.code_policy) and [](explanation.data-policy) will help set these standards.
-
-```{figure} ../images/LEAP_knowledge_graph.png
----
-width: 600px
-name: knowledge-graph
----
-LEAP Knowledge Graph
-```
-
-By tracking the linked relationships between datasets, papers, code, models, and educational , we will generate a “knowledge graph”.
-This graph will reveal the dynamic, evolving state of the outputs of LEAP research and the relationships between different elements of the project.
-By also tracking participations (i.e. humans), we will build a novel and inspiring track record of LEAP's impacts through the project lifetime.
-
-This is the most open-ended aspect of our infrastructure.
-Organizing and displaying this information effectively is a challenging problem in
-information architecture and systems design.
-
-## Related Tools and Platforms
-
-It’s useful to understand the recent history and related efforts in this space.
-
-- **[Google Colab](https://research.google.com/colaboratory/faq.html)** is a free notebook-in-the-cloud service run by Google.
-  It is built around the open source Jupyter project, but with advanced notebook sharing capabilities (like Google Docs).
-- **[Google Earth Engine](https://earthengine.google.org/)** is a reference point for all cloud geospatial analytics platforms.
-  It’s actually a standalone application that is separate from Google Cloud, the single instance of a highly customized, black box (i.e. not open source) application that enables parallel computing on distributed data.
-  It’s very good at what it was designed for (analyzing satellite images), but isn’t easily adapted to other applications, such as machine learning.
-- **[Columbia IRI Data Library](https://iridl.ldeo.columbia.edu/index.html)** is a powerful and freely accessible online data repository and analysis tool that allows a user to view, analyze, and download hundreds of terabytes of climate-related data through a standard web browser.
-  Due to its somewhat outdated architecture, IRI data library cannot easily be updated or adapted to new projects.
-- **[Pangeo](http://pangeo.io/)** is an open science community oriented around open-source python tools for big-data geoscience.
-  It is a loose ecosystem of interoperable python packages including [Jupyter](https://jupyter.org/), [Xarray](http://xarray.pydata.org/), [Dask](http://dask.pydata.org/), and [Zarr](https://zarr.readthedocs.io/).
-  The Pangeo tools have been deployed in nearly all commercial clouds (AWS, GCP, Azure) as well as HPC environments.
-  [Pangeo Cloud](https://pangeo.io/cloud.html) is a publicly accessible data-proximate computing environment based on Pangeo tools.
-  Pangeo is used heavily within NCAR.
-- **[Microsoft Planetary Computer](https://planetarycomputer.microsoft.com/)** is a collection of datasets and computational tools hosted by Microsoft in the Azure cloud.
-  It combines Pangeo-style computing environments with a data library based on [SpatioTemporal Asset Catalog](https://stacspec.org/)
-- **[Radiant Earth ML Hub](https://www.radiant.earth/mlhub/)** is a cloud-based open library dedicated to Earth observation training data for use with machine learning algorithms.
-  It focuses mostly on data access and curation.
-  Data are cataloged using STAC.
-- **[Pangeo Forge](https://pangeo-forge.org/)** is a new initiative, funded by the NSF EarthCube program, to build a platform for
-  "crowdsourcing" the production of analysis-ready, cloud-optimized data.
-  Once operational, Pangeo Forge will be a useful tool for many different projects which need data in the cloud.
-
-Of these different tools, we opt to build on Pangeo because of its open-source, grassroots
-foundations in the climate data science community, strong uptake within NCAR, and track-record of support from NSF.
diff --git a/_preview/205/_sources/explanation/code_policy.md b/_preview/205/_sources/explanation/code_policy.md
deleted file mode 100644
index b3822702..00000000
--- a/_preview/205/_sources/explanation/code_policy.md
+++ /dev/null
@@ -1,10 +0,0 @@
-(explanation.code_policy)=
-
-# LEAP-Pangeo Code Policy
-
-(explanation.code-policy.dont-let-perfect-be-the-enemy-of-good)=
-
-## Enable Science now, but keep evolving.
-
-"Don't let perfect be the enemy of good"
-🚧
diff --git a/_preview/205/_sources/explanation/data_policy.md b/_preview/205/_sources/explanation/data_policy.md
deleted file mode 100644
index c359a123..00000000
--- a/_preview/205/_sources/explanation/data_policy.md
+++ /dev/null
@@ -1,51 +0,0 @@
----
-abbreviations:
-  ARCO: Analysis-Ready Cloud-Optimized
----
-
-(explanation.data-policy)=
-
-# LEAP-Pangeo Data Policy
-
-(explanation.data-policies.access)=
-
-## Data Access
-
-🚧
-
-(explanation.data-policy.reproducibility)=
-
-## Reproducibility
-
-🚧
-
-(explanation.data-policy.types)=
-
-## Types of Data Used at LEAP
-
-Within the LEAP project we distinguish between several different types of data mostly based on whether the data was used or produced at LEAP and if the data is already accessible in {abbr}`ARCO` formats in the cloud.
-
-:::\{admonition} LEAP produced
-:class: dropdown
-Data that has been created or modified by LEAP researchers. We currently do not provide any way of ensuring that data is archived, and users should never rely on LEAP-Pangeo resources as the only replicate of valuable data (see also [](guides.data.ingestion)).
-:::
-
-:::\{admonition} LEAP ingested
-:class: dropdown
-Data that is already publically available but has been ingested into cloud storage in {abbr}`ARCO` formats. The actual data/metadata has not been modified from the original.
-:::
-
-:::\{admonition} LEAP curated
-:class: dropdown
-Data that is already available in {abbr}`ARCO` formats in publically accessible object storage. Adding this data to the LEAP-Pangeo Catalog enables us to visualize it with the Data Viewer, and collect all datasets of importance in one single location, but none of the data itself is modified.
-:::
-
-## Roles
-
-Many different people at LEAP interact with data in various ways. Here is a list of typical roles (some people have multiple roles):
-
-(explanation.data-policy.roles.data-expert)=
-
-### Data Expert
-
-🚧
diff --git a/_preview/205/_sources/explanation/implementation.md b/_preview/205/_sources/explanation/implementation.md
deleted file mode 100644
index 45b4d5e5..00000000
--- a/_preview/205/_sources/explanation/implementation.md
+++ /dev/null
@@ -1,125 +0,0 @@
-# LEAP-Pangeo Implementation Plan
-
-The different elements of the project can be implemented in parallel and gradually connected together.
-
-## Roles
-
-:::\{admonition} Decision Needed
-An open question for LEAP-Pangeo is whether to develop and maintain our infrastructure
-via subcontracts or via Columbia employees whom we hire.
-Below the roles are enumerated in a generic way according to the needed expertise.
-:::
-
-### Data Engineering
-
-The {doc}`architecture`, particularly the Data Library, will require
-expertise in modern data engineering, including the following areas:
-
-- Geospatial data formats and metadata standards, including modern cloud-optimized
-  formats such as Parquet and Zarr
-- Geospatial data catalogs and APIs
-- Cloud object storage
-- Cloud automation and data pipelines
-- Distributed computing frameworks for data science (e.g. Dask, Prefect, Apache Beam)
-- GitHub workflows
-- Continuous integration and agile development
-- Track record of contribution to multi-stakeholder open-source software
-
-Possible contractors who fit this role:
-
-- [Development Seed](https://developmentseed.org/)
-- [Element 84](https://www.element84.com/)
-- [Azavea](https://www.azavea.com/)
-- [Radiant Earth](https://www.radiant.earth/)
-
-### DevOps for Cloud Hub
-
-Developing and operating the LEAP-Pangeo JupyterHub will require the following expertise:
-
-- Strong experience with Docker and containerization of workflows
-- Deploying cloud-native applications (particularly [JupyterHub](https://zero-to-jupyterhub.readthedocs.io/en/latest/))
-  using Kubernetes and Helm
-- Continuous deployment using GitHub workflows
-- Monitoring and optimizing cloud costs in multi-user JupyterHub environments
-- Building machine-learning environments for Python and R users with tools such as
-  Conda, Conda Forge, and repo2docker.
-- Continuous integration and agile development
-- Track record of contribution to multi-stakeholder open-source software
-
-Possible contractors who fit this role:
-
-- [2i2c](https://2i2c.org/)
-- [Quansight](https://www.quansight.com/)
-
-### Full-Stack Web Development
-
-Developing the LEAP Knowledge Graph, including the library of papers, open-source code
-and machine-learning models, will require a mix of skills commonly referred to as
-"full-stack web development".
-
-- Front-end web development using HTML, CSS, and modern Javascript frameworks (e.g. React, Vue, etc.)
-- Development and deployment of REST API endpoints for backend services
-- Consumption of data from third-party APIs (e.g. GitHub API)
-- Familiarity with Jupyter Notebook format
-- Continuous integration and agile development
-- Track record of contribution to multi-stakeholder open-source software
-
-#### Education and Training
-
-:::\{admonition} Decision Needed
-What is the scope of LEAP-Pangeo training? How much should we expect trainees to learn?
-What is the intersection with other educational activities, including for-credit courses?
-:::
-
-Training participants in using LEAP-Pangeo will require expertise in research computing pedagogy
-and state-of-the-art knowledge of best practices in scientific computing, machine learning,
-and cloud computing.
-
-### Contractors vs. Employees
-
-|                 | Pros                                                                                                                                          | Cons                                                                             |
-| --------------- | --------------------------------------------------------------------------------------------------------------------------------------------- | -------------------------------------------------------------------------------- |
-| **Employees**   | Longer-term commitment to project. Better integration with on-campus activities.                                                              | Slow hiring. Recruiting challenges. Uncertainty they can deliver needed results. |
-| **Contractors** | Can spin up rapidly. Proven track records. Connection to broader ecosystems. Don't have to deal with hiring. Acccess to top technical talent. | Potentially less integrated into project.                                        |
-
-## Timeline
-
-What follows is a possible timeline for implementation.
-
-### Fall 2021
-
-#### Activities
-
-- 📍 Deploy generic Pangeo JupyterHub on Google Cloud using supported credits.
-- 📍 Provide basic end-user documentation for using the Hub
-  (comparable to [Pangeo Cloud docs](https://pangeo.io/cloud.html)).
-
-#### Milestones
-
-- ✅ LEAP members log into the hub and run their first code against existing cloud data.
-
-### Spring 2021
-
-#### Activities
-
-- 📍 Conduct data survey to assess data needs of research, education, and outreach activities.
-- 📍 Data engineers work with researchers on data ingestion.
-- 📍 Refine Hub environment based on initial feedback.
-
-#### Milestones
-
-- ✅ LEAP researchers ingest first datasets into cloud data library.
-- ✅ LEAP seminar uses LEAP-Pangeo data science environments for teaching.
-
-### Summer 2021
-
-#### Activities
-
-- 📍 Launch initial data catalog
-- 📍 Begin training program
-
-#### Milestones
-
-- ✅ Perform first LEAP-Pangeo training for participations
-- ✅ LEAP REU interns successfully use LEAP-Pangeo for projects.
-- ✅ First LEAP publications are added to the knowledge graph, along with supporting data and code
diff --git a/_preview/205/_sources/explanation/infrastructure_policy.md b/_preview/205/_sources/explanation/infrastructure_policy.md
deleted file mode 100644
index c9fc57ae..00000000
--- a/_preview/205/_sources/explanation/infrastructure_policy.md
+++ /dev/null
@@ -1 +0,0 @@
-# LEAP-Pangeo Infrastructure Policy
diff --git a/_preview/205/_sources/guides/bootcamp_guide.md b/_preview/205/_sources/guides/bootcamp_guide.md
deleted file mode 100644
index 92dd7d09..00000000
--- a/_preview/205/_sources/guides/bootcamp_guide.md
+++ /dev/null
@@ -1,59 +0,0 @@
-# Bootcamp Guide
-
-We collect all bootcamp materials in the [LEAP-Pangeo bootcamp repository](https://github.com/leap-stc/LEAP-bootcamps). Please keep all relevant information and materials in this repository to make it easier for participants to find them.
-
-## Preparing the bootcamp
-
-We encourage you to reuse materials from past bootcamps and adapt them to your needs. **Past event have suggested that it is extremely helpful to have the instructor write down code live, so participants can follow along.**
-This ensures the following:
-
-- The lecturer substantially more time to write live, ensuring that others can follow along
-- It also demonstrates that the lecturer is not a superhuman, but also makes mistakes and has to debug code. This is a very important lesson for students to learn, as it is a very common part of the coding process and often not shown in lectures.
-- It also allows the lecturer to explain the code as they write it, which is a very important part of the learning process.
-
-Ideally you will use the same materials as the participants (see below for how to organize them), and clear all outputs prior to starting the lecture by right clicking on the notebook and selecting "Clear All Outputs".
-
-> **Of course you are not expected to remember all the code. Ideally you have a second laptop/tablet to use as a cheat sheet during the presentation.**
-
-```{admonition} Pretty please
----
-class: important
----
-It would be great if you can commit your filled notebooks after the lecture, so participants can access them later. See below for where to commit them.
-```
-
-## Materials for the bootcamp
-
-You can reuse the materials for your own bootcamps or modify them to your needs. Please do not change the past materials, and instead create new folders/entries in the following places:
-
-- Create a new folder in the "Codes" and "Lectures" folders and add your materials there. *If you are giving the same material as a previous bootcamp, please copy them.*
-  - ```{warning}
-      If you are using materials from other sources, like the [An Introduction to Earth and Environmental Data Science](https://earth-env-data-science.github.io/intro.html) book. Please just follow the past events structure and link to the original materials. 
-    ```
-- [README.md](https://github.com/leap-stc/LEAP-bootcamps/README.md) Enter a new entry under the "Events" section. This should include an [nbgitpuller](https://nbgitpuller.readthedocs.io/en/latest/) link for each notebook you work with, so participants can easily pull the materials to their hub (there is a neat tool to [generate these links](https://nbgitpuller.readthedocs.io/en/latest/link.html)). Please also use the LEAP-Pangeo Hub badge by adding code like this:
-  ```
-  [![Open in LEAP-Pangeo Hub](https://custom-icon-badges.demolab.com/badge/Jupyter%20Hub-Launch%20%F0%9F%9A%80-blue?style=for-the-badge&logo=leap-globe)](<generated link>) 
-  ```
-  > Add the generated link to the `<>` brackets.
-
-## Running the bootcamp
-
-### Prepare ahead of the event
-
-Bootcamp instructors should make sure that they are added to the [Bootcamp Instructors Github Team](https://github.com/orgs/leap-stc/teams/bootcamp-instructors). If not please reach out to one of the github organization admins to be added. The goal should be that whoever runs the bootcamp can perform tasks that might be needed the day of (mostly likely signing up folks who either entered wrong data or did not register ahead of time).
-
-Before the event check the following:
-
-- Is somebody available to add new data to the Member Data Google Sheet? LEAPs Managing Director has the ability to add data or give others edit access.
-- Can the instructors manually trigger the ["Parse Member Sheet and Add New Members" action](https://github.com/leap-stc/member_management/actions/workflows/read_sheet.yaml) (by clicking on "Run Workflow>Run Workflow" in the top right).
-- Double Check that all participants github names are present in the [leap-pangeo-base-access](https://github.com/orgs/leap-stc/teams/leap-pangeo-base-access) team! If folks are in this team they will have access to the hub! If they are not there they either have not accepted the invite to the team (they will be shown as pending invites; tell them to accept the invite as described [here](https://leap-stc.github.io/guides/faq.html#where-is-my-invite)) or there is an issue with their github username (check their github handles in the Member Data Google Sheet for typos and completeness).
-
-### Troubleshooting during the event
-
-If students have trouble signin into the hub, please refer to the [FAQ](faq.cannot-log-into-hub) for troubleshooting steps.
-
-In case people have signed up late (i.e. their github username is *not* in the Member Data Google Sheet), instructors should collect the necessary data from the participants, add the data (including the github username) to the Member Data Google Sheet and run the ["Parse Member Sheet and Add New Members" action](https://github.com/leap-stc/member_management/actions/workflows/read_sheet.yaml) as described above.
-
-## Debrief
-
-Please add your versions of the filled notebooks to a subfolder named `filled_notebooks` in the eventfolder you created above, so participants can access them later.
diff --git a/_preview/205/_sources/guides/code_guide.md b/_preview/205/_sources/guides/code_guide.md
deleted file mode 100644
index d06f8010..00000000
--- a/_preview/205/_sources/guides/code_guide.md
+++ /dev/null
@@ -1,12 +0,0 @@
-# Code Guide
-
-(guide.code.secrets)=
-
-## Handling Secrets
-
-🚧 Coming soon ...
-
-## Working with git and github
-
-The recommended way to move code in and out of the hub is via github. This will version control your code via git and serve as one backup location for your research code. The recommended way to authenticate is to use [gh-scoped-creds](https://docs.2i2c.org/user/topics/data/git/#using-gh-scoped-creds) which is preinstalled on the default software images.
-Please read the in-depth [guide by 2i2c](https://docs.2i2c.org/user/topics/data/git/#move-code-in-and-out-of-the-hub-with-github) for more details.
diff --git a/_preview/205/_sources/guides/compute_guide.md b/_preview/205/_sources/guides/compute_guide.md
deleted file mode 100644
index 8f4533c6..00000000
--- a/_preview/205/_sources/guides/compute_guide.md
+++ /dev/null
@@ -1,90 +0,0 @@
-# Compute Guide
-
-These are a set of guides for using the JupyterHub Compute Environment effectively.
-
-## Dask
-
-To help you scale up calculations using a cluster, the Hub is configured with Dask Gateway.
-For a quick guide on how to start a Dask Cluster, consult this page from the Pangeo docs:
-
-- <https://pangeo.io/cloud.html#dask>
-
-## Creating Custom Docker Images
-
-The LEAP-Pangeo Jupyterhub provides a selection of [software environments](reference.infrastructure.hub.software_env) that enable many workflows using the Pangeo Software stack, but often users will need to install custom dependencies. Installing dependencies every time you start a server is usually fine for testing, but can become cumbersome over the long run and makes reproducibility much harder.
-
-The solution to this is to build a custom docker image, publish it on a registry, and then you will be able to [simply paste a string into the `Image` selection box upon server startup](reference.infrastructure.hub.image.custom).
-
-This guide will not describe how to build a docker image from scratch, but instead rely on [repo2docker](https://github.com/jupyterhub/repo2docker) which is implemented in template repositories.
-
-Generally you have two options to generate images:
-
-- Inheret from a community maintained existing image and add additional dependencies (**recommended**)
-- Build an entirely new environment, for instance based on a conda environment file.
-
-In most cases we recommend the first approach due to the lower maintenance burden (configurations from upstream can be adopted by a simple tag change). This guide will describe the particular steps needed to generate your own image based on one of the pangeo docker images. These instructions are based mostly on the 2i2c documentation of how to [Customize a community-maintained upstream image](https://docs.2i2c.org/admin/howto/environment/customize-image/index.html) with some modification specific to LEAP.
-
-### Creating a repository
-
-Create a repository from [2i2c-org/example-inherit-from-community-image](https://github.com/2i2c-org/example-inherit-from-community-image/tree/main) by clicking the `Use this Template` button in the upper right corner.
-
-```{warning}
-We highly encourage
-- creating this repo under the `leap-stc` organization
-- making the repo public
-This will ensure all steps below work as easily as possible.
-```
-
-(guides.compute.custom_image.container_registry)=
-
-### Set up the Container registry
-
-We recommend hosting the image under the [`leap-stc` quay.io account](https://quay.io/user/leap-stc/). This requires actions from a member of the [](support.data_compute_team). Please open an issue titled `Set up quay.io` in your newly created repo, and add a message like this:
-
-```
-@leap-stc/data-and-compute 
-can you please:
-- share the quay.io secrets with this repo 
-- set up a matching repo under the `leap-stc`quay.io organization
-- give the robot account access to that new repo
-```
-
-```{note}
-If you decide to host the image under your own account, you should follow the instructions in the [2i2c docs](https://docs.2i2c.org/admin/howto/environment/customize-image/index.html#set-up-the-github-repository-and-connect-it-to-quay-io). 
-```
-
-### Edit repository files
-
-Now we edit the files in the repository. Chose your preferred way (e.g. in the browser, or by cloning the repositoriy locally or to the hub), and make the following changes:
-
-- In `Dockerfile` edit the text after `"FROM"` with the image tag of the upstream image you want to build opon. The tag usually is composed as
-
-```
-<registry>/<username>/<repo_name>:<hash>
-```
-
-To inheret from the latest pangeo-notebook image you should paste:
-
-```
-quay.io/pangeo/pangeo-notebook:2024.08.18
-```
-
-```{note}
-At the time of writing `2024.08.18` was the latest tag, but you should always check for the latest hash [here](https://github.com/pangeo-data/pangeo-docker-images/tags) and use that one.
-```
-
-- Now we can specify the additional requirements that should be installed on top. Edit the `environment.yml` file to your liking (you can remove the example packages from the template!).
-
-- Edit the tests to make sure that we can import the dependencies properly. Check out the examples in the folder `image-tests`, add `.ipynb` and/or `.py` files for your added dependencies. Don't forget to remove the existing examples, since they will fail if you removed the `'otter-grader'` from `environment.yaml`!
-
-- Finally set up the Github actions so that we can build the image in the next step. You can follow the instructions from 2i2c [here](https://docs.2i2c.org/admin/howto/environment/customize-image/index.html#build-base-image) to modify the github workflows and push changes back to Github.
-
-```{important}
-If you chose to host the image via LEAP (as recommended in [](guides.compute.custom_image.container_registry)), make sure you replace the `IMAGE_NAME` value in `.github/workflows/build.yaml` and `.github/workflows/test.yaml` with `leap-stc/<your repository name>`.
-```
-
-### Test the image
-
-You can test the built image either on the [hub](https://docs.2i2c.org/admin/howto/environment/customize-image/index.html#test-the-custom-image-with-a-2i2c-hub) or via \[Binder\](<username>/jupyter-scipy-xarray).
-
-If things work as expected, you are done! If you find that you are still missing dependencies, repeat the steps above to edit the `environment.yaml`, push to Github, and test until you are happy with the environment.
diff --git a/_preview/205/_sources/guides/data_guide.md b/_preview/205/_sources/guides/data_guide.md
deleted file mode 100644
index 2007ef17..00000000
--- a/_preview/205/_sources/guides/data_guide.md
+++ /dev/null
@@ -1,497 +0,0 @@
-(guide.data)=
-
-# Data Guide
-
-Data is fundamental to most people's work at LEAP. This guide describes best practices how to find, read, write, transfer, ingest, and catalog data.
-
-## Discovering Dataset
-
-You want to have a specific dataset to explore or analyze? There is a good chance that somebody else at LEAP has already worked with the data! So the first thing to look for data should always be a visit to the [](reference.infrastructure.catalog).
-
-## Working with Data in Cloud Object Storage
-
-Data and files work differently in the cloud.
-To help onboard you to this new way of working, we have written a guide to Files and Data in the Cloud:
-
-- [2i2c Docs: Data and Filesystem](https://docs.2i2c.org/user/topics/data/filesystem/)
-
-We recommend you read this thoroughly, especially the part about Git and GitHub. LEAP provides several [cloud buckets](reference.infrastructure.buckets), and the following steps illustrate how to work with data in object storage as opposed to a filesystem.
-
-### Tools
-
-There are many tools available to interact with cloud object storage. We currently have basic operations documented for two tools:
-
-- [fsspec](https://filesystem-spec.readthedocs.io/en/latest/) (and its submodules [gcsfs](https://gcsfs.readthedocs.io/en/latest/) and [s3fs](https://s3fs.readthedocs.io/en/latest/)) which provide filesystem-like access from within a python session. Fsspec is also used by xarray under the hood.
-
-- [rclone](https://rclone.org/) which provides a Command Line Interface to many different storage backends.
-
-:::\{admonition} Note on rclone documentation
-:class: tip, dropdown
-Rclone is a very extensive and powerful tool, but with its many options it can be overwhelming (at least it was for Julius) at the beginning. We will only demonstrate essential options here, for more details see the [docs](https://rclone.org/). If however instructions here are not working for your specific use case, please reach out so we can improve the docs.
-:::
-
-(data.config-files)=
-
-#### Configuration for Authenticated Access
-
-Unless a given cloud bucket allows anonymous access or is preauthenticated within your environment (like it is the case for some of the [LEAP-Pangeo owned buckets](reference.infrastructure.buckets)) you will need to authenticate with a key/secret pair.
-
-:::\{admonition} Always Handle credentials with care!
-:class: warning
-Always handle secrets with care. Do not store them in plain text that is visible to others (e.g. in a notebook cell that is pushed to a public github repository). See [](guide.code.secrets) for more instructions on how to keep secrets safe.
-:::
-
-We recommend to store your secrets in one of the following configuration files (which will be used in the following example to read and write data):
-s
-
-`````{tab-set}
-````{tab-item} Fsspec
-Fsspec supports named [](aws profiles) in a credentials files. You can create one via Generate an aws credential file via the [aws CLI](https://docs.aws.amazon.com/cli/v1/userguide/cli-configure-files.html#cli-configure-files-examples)(installed on the hub by defaule):
-
-```shell
-aws configure --profile <pick_a_name>
-```
-Pick a sensible name for your profile, particularly if you are working with multiple profiles and buckets.
-
-The file `~/.aws/credentials` then contains your key/secret similar to this:
-
-```
-[<the_profile_name_you_picked>]
-aws_access_key_id = ***
-aws_secret_access_key = ***
-```
-````
-
-````{tab-item} Rclone
-Rclone has its own [configuration file format](https://rclone.org/docs/#config-config-file) where you can specify the key and secret (and many other settings) in a similar fashion (note the missing `aws_` though!).
-
-We recommend setting up the config file (show the default location with `rclone config file`) by hand to look something like this:
-
-```
-[<remote_name>]
-... # other values
-access_key_id = XXX
-secret_access_key = XXX
-```
-
-You can have multiple 'remotes' in this file for different cloud buckets.
-
-For the [](reference.infrastructrue.osn_pod) use this remote definition:
-
-```
-[osn]
-type = s3
-provider = Ceph
-endpoint = https://nyu1.osn.mghpcc.org
-access_key_id = XXX
-secret_access_key = XXX
-```
-
-````
-`````
-
-:::\{warning}
-Ideally we want to store these secrets only in one central location. The natural place for these seems to be in an [AWS cli profiles](https://docs.aws.amazon.com/cli/v1/userguide/cli-configure-files.html#cli-configure-files-format), which can also be used for fsspec. There however seem to be multiple issues ([here](https://forum.rclone.org/t/shared-credentials-file-is-not-recognised/46993)) around this feature in rclone, and so far we have not succeeded in using AWS profiles in rclone.
-According to those issues we can only make the aws profiles (or [source profiles?](https://forum.rclone.org/t/s3-profile-failing-when-explicit-s3-endpoint-is-present/36063/4?u=jbusecke), anyways the credentials part of it) work if we define one config file per remote [and use the 'default' profile](https://forum.rclone.org/t/shared-credentials-file-is-not-recognised/46993/2?u=jbusecke)which presumably breaks compatibility with fsspec, and also does not work at all right now. So at the moment we will have to keep the credentials in two separate spots 🤷‍♂️. **Please make sure to apply proper caution when [handling secrets](guide.code.secrets) for each config files that stores secrets in plain text!**
-:::
-
-:::\{note}
-You can find more great documentation, specifically on how to use OSN resources, in [this section](https://hytest-org.github.io/hytest/essential_reading/DataSources/Data_S3.html#credentialed-access) of the [HyTEST Docs](https://hytest-org.github.io/hytest/doc/About.html#)
-:::
-
-(hub.data.setup)=
-
-### 
-
-(hub.data.list)=
-
-### Inspecting contents of the bucket
-
-`````{tab-set}
-````{tab-item} Fsspec
-The initial step in working with fsspec is to create a `filesystem` object which enables the abstraction on top of different object storage system.
-
-```python
-import fsspec
-
-# for Google Storage 
-fs = fsspec.filesystem('gs') # equivalent to gcsfs.GCSFileSystem()
-
-# for s3
-fs = fsspec.filesystem('s3') # equivalent to s3fs.S3FileSystem()
-```
-
-For **authenticated access** you need to pass additional arguments. In this case (for the m2lines OSN pod) we pass a custom endpoint and an [aws profile](data.config-files):
-```python
-fs = fsspec.filesystem(
-    's3',
-    profile='<the_profile_name_you_picked>',  ## This is the profile name you configured above.
-    client_kwargs={'endpoint_url': 'https://nyu1.osn.mghpcc.org '} # This is the endpoint for the m2lines osn pod
-)
-```
-
-You can now use the `.ls` method to list contents of a bucket and prefixes.
-
-You can e.g. list the contents of your personal folder on the persistent GCS bucket with
-
-```python
-fs.ls("leap-persistent/funky-user") # replace with your github username
-```
-
-````
-
-````{tab-item} Rclone
-
-To inspect a bucket you can use clone with the profile ('remote' in rclone terminology) set up [above](data.config-files):
-
-```shell
-rclone ls <remote_name>:bucket-name/funky-user
-```
-
-````
-`````
-
-### Moving Data
-
-`````{tab-set}
-````{tab-item} Fsspec
-🚧
-````
-
-````{tab-item} Rclone
-
-You can move directories from a local computer to cloud storage with rclone (make sure you are properly [authenticated](data.config-files)):
-
-```shell
-rclone copy path/to/local/dir/ <remote_name>:<bucket-name>/funky-user/some-directory
-```
-
-You can also move data between cloud buckets using rclone
-
-```shell
-rclone copy \
- <remote_name_a>:<bucket-name>/funky-user/some-directory\
- <remote_name_b>:<bucket-name>/funky-user/some-directory
-```
-:::{admonition} Copying single files
-:class: note
-To copy single files with rclone use the [copyto command](https://rclone.org/commands/rclone_copyto/) or copy the containing folder and use the `--include` or `--exclude` flags to select the file to copy.  
-:::
-
-:::{note}
-Copying with rclone will stream the data from the source to your computer and back to the target, and thus transfer speed is likely limited by the internet connection of your local machine.
-:::
-
-````
-`````
-
-(hub.data.read_write)=
-
-### Basic writing to and reading from cloud buckets
-
-We do not recommend uploading large files (e.g. netcdf) directly to the bucket. Instead we recommend to write data as ARCO (Analysis-Ready Cloud-Optimized) formats like [zarr](https://zarr.dev)(for n-dimensional arrays) and [parquet](https://parquet.apache.org)(for tabular data) (read more [here](https://ieeexplore.ieee.org/document/9354557) why we recommend ARCO formats).
-
-If you work with xarray Datasets switching the storage format is as easy as swapping out a single line when reading/writing data:
-
-Xarray provides a method to stream results of a computation to zarr
-
-```python
-ds = ...
-ds_processed = ds.mean(...).resample(...)
-user_path = "gs://leap-scratch/funky-user"  # 👀 make sure to prepend `gs://` to the path or xarray will interpret this as a local path
-store_name = "processed_store.zarr"
-ds_processed.to_zarr(f"{user_path}/{store_name}")
-```
-
-This will write a zarr store to the scratch bucket.
-
-You can read it back into an xarray dataset with this snippet:
-
-```python
-import xarray as xr
-
-ds = xr.open_dataset(
-    "gs://leap-scratch/funky-user/processed_store.zarr", engine="zarr", chunks={}
-)  #
-```
-
-... and you can give this to any other registered LEAP user and they can load it exactly like you can!
-
-:::\{note}
-Note that providing the url starting with `gs://...` is assumes that you have appropriate credentials set up in your environment to read/write to that bucket. On the hub these are already set up for you to work with the [](reference.infrastructure.buckets), but if you are trying to interact with non-public buckets you need to authenticate yourself. Check out the sections [below](guide.data.upload_manual) to see an example how to do that.
-:::
-
-You can also write other files directly to the bucket by using [`fsspec.open`](https://filesystem-spec.readthedocs.io/en/latest/api.html#fsspec.open) similarly to the python builtin [`open`](https://docs.python.org/3/library/functions.html#open)
-
-```python
-with fsspec.open("gs://leap-scratch/funky-user/test.txt", mode="w") as f:
-    f.write("hello world")
-```
-
-Another example of a rountrip save and load with numpy:
-
-```python
-import numpy as np
-import fsspec
-
-arr = np.array([1, 2, 4])
-arr
-```
-
-```
-array([1, 2, 4])
-```
-
-```python
-with fsspec.open("gs://leap-scratch/funky-user/arr_test.npy", mode="wb") as f:
-    np.save(f, arr)
-
-with fsspec.open("gs://leap-scratch/jbusecke/arr_test.npy", mode="rb") as f:
-    arr_reloaded = np.load(f)
-
-arr_reloaded
-```
-
-```
-array([1, 2, 4])
-```
-
-> Make sure to specify `mode='rb'` or `move='wb'` for binary files.
-
-### Deleting from cloud buckets
-
-:::\{warning}
-Depending on which cloud bucket you are working, make sure to double check which files you are deleting by [inspecting the contents](hub.data.list) and only working in a subdirectory with your username (e.g. `gs://<leap-bucket>/<your-username>/some/project/structure`.
-:::
-
-You can remove single files by using a gcsfs/fsspec filessytem as above
-
-```python
-import gcsfs
-
-fs = gcsfs.GCSFileSystem()  # equivalent to fsspec.fs('gs')
-fs.rm("leap-persistent/funky-user/file_to_delete.nc")
-```
-
-If you want to remove zarr stores (which are an 'exploded' data format, and thus represented by a folder structure) you have to recursively delete the store.
-
-```python
-fs.rm("leap-scratch/funky-user/processed_store.zarr", recursive=True)
-```
-
-## Transfering Data into Cloud Storage
-
-We distinguish between two primary *types* of data to upload: "Original" and "Published" data.
-
-- **Published Data** has been published and archived in a publically accessible location (e.g. a data repository like [zenodo](https://zenodo.org) or [figshare](https://figshare.com)). We do not recommend uploading this data to the cloud directly, but instead use [Pangeo Forge](https://pangeo-forge.readthedocs.io/en/latest/) to transform and upload it to the cloud. This ensures that the data is stored in an ARCO format and can be easily accessed by other LEAP members.
-- **Original Data** is any dataset that is produced by researchers at LEAP and has not been published yet. The main use case for this data is to share it with other LEAP members and collaborate on it. For original data we support direct uploaded to the cloud. *Be aware that original data could change rapidly as the data producer is iterating on their code*. We encourage all datasets to be archived and published before using them in scientific publications.
-
-(guides.data.ingestion)=
-
-### Ingesting Datasets into Cloud Storage
-
-If you do not find your dataset in the data catalog we can ingest it. Data ingestion in this context means that we have a programatic way to download and transform data into [Analysis-Ready Cloud-Optimized (ARCO)](reference.arco) formats in a reproducible way, so that the dataset is available for the LEAP community and beyond (see [](reference.infrastructure.buckets) for who can access which resource).
-
-Based on the 3 [types of data](explanation.data-policy.types) we host in the [](explanation.architecture.data-library) there are different ways of ingesting data:
-
-- Linking an existing (public, egress-free) ARCO dataset to the [](explanation.architecture.catalog)
-- Ingesting and transforming data into an ARCO copy on [](reference.infrastructure.buckets).
-- (Work in Progress): Creating a virtual zarr store from existing publically hosted legacy format data (e.g. netcdf)
-
-The end result should feel indistingushable to the user (i.e. they just copy and paste a snippet and can immediately get to work [](explanation.data-policies.access))
-
-We have additional requirements for the data ingestion to make the process sustainable and scalable:
-
-- Process needs to be reproducible, e.g. when we want to reingest data to a different storage location
-- Separation of concerns: The person who knows the dataset (the 'data expert') is in the unique position to encode their knowledge about the dataset into the recipe, but they should not be concerned with the details of how to execute it and where the data is ultimate stored. This is the responsibility of the Data and Compute team.
-
-The way we achieve this is to base our ingestion on [Pangeo Forge recipes](https://pangeo-forge.readthedocs.io/en/latest/composition/index.html#recipe-composition). For clearer organization each dataset the recipe should reside in its own repository under the `leap-stc` github organization. Each of these repositories will be called a 'feedstock', which contains additional metadata files (you can read more in the [Pangeo Forge docs](https://pangeo-forge.readthedocs.io/en/latest/deployment/feedstocks.html#from-recipe-to-feedstock)).
-
-#### How to get new data ingested
-
-To start ingesting a dataset follow these steps:
-
-1. Let the LEAP community and the Data and Computation Team know about this new dataset. We gather all ingestion requests in our ['leap-stc/data_management' issue tracker](https://github.com/leap-stc/data-management/issues). You should check existing issues with the tag ['dataset'](https://github.com/leap-stc/data-management/issues?q=is%3Aissue+is%3Aopen+label%3Adataset) to see if somebody else might have already requested this particular dataset. If that is not the case you can add a new [dataset_request](https://github.com/leap-stc/data-management/issues/new?assignees=&labels=dataset&projects=&template=new_dataset.yaml&title=New+Dataset+%5BDataset+Name%5D). Making these request in a central location enables others to see which datasets are currently being ingested and what the status is.
-1. Use our [feedstock template](https://github.com/leap-stc/LEAP_template_feedstock) to create a feedstock repostory by following instructions in the README to get you started with either one of the above.
-1. If issues arise please reach out to the [](support.data_compute_team)
-
-:::\{note}
-This does currently not provide a solution to handle datasets that have been produced by you (as e.g. part of a publication). We are working on formalizing a workflow for this type of data. Please reach out to the [](support.data_compute_team) if you have data that you would like to publish. See [](explanation.data-policy.types) for more.
-:::
-
-(guide.data.upload_manual)=
-
-### Manually uploading/downloading data to cloud buckets
-
-We discourage manually moving datasets to our cloud storage as much as possible since it is hard to reproduce these datasets at a future point (if e.g. the dataset maintainer has moved on to a different position) (see [](explanation.data-policy.reproducibility). We encourage you to try out the methods above, but if these should not work for some reason (and you were not able to find a solution with the [](support.data_compute_team)), you should try the methods below. We will always [prioritize unblocking your work](explanation.code-policy.dont-let-perfect-be-the-enemy-of-good).
-
-The below solutions fundamentally rely on the data being 'pushed' to the [](reference.infrastructure.buckets) which usually requires intervention on part of the [](explanation.data-policy.roles.data-expert). This stands in contrast to e.g. data ingestion via [](reference.pangeo-forge) where the [](explanation.data-policy.roles.data-expert) only has to work on the recipe creation and the data is 'pulled' in a reproducible way. For more information see [](explanation.data-policy).
-
-Fundamentally the 'pushing' of datasets relies on two components:
-
-- Setting up permissions so that you can read/write to the [](reference.infrastructure.buckets) - Several methods to get permissions are described in [](reference.authentication).
-- Initiating a data transfer from your 'local' machine (e.g. your laptop, a server, or HPC Cluster). You can check on some methods below.
-
-#### Upload medium sized original data from your local machine
-
-For medium sized datasets, that can be uploaded within an hour, you can use a temporary access token generated on the JupyterHub to upload data to the cloud.
-
-- Set up a new environment on your local machine (e.g. laptop)
-
-```shell
-mamba env create --name leap_pangeo_transfer python=3.9 google-auth gcsfs jupyterlab xarray zarr dask
-```
-
-> Add any other dependencies (e.g. netcdf4) that you need to read your data at the end of the line
-
-- Activate the environment
-
-```shell
-conda activate leap_pangeo_transfer
-```
-
-and set up a jupyter notbook (or a pure python script) that loads your data in as few xarray datasets as possible. For instance, if you have one dataset that consists of many files split in time, you should set your notebook up to read all the files using xarray into a single dataset, and then try to write out a small part of the dataset to a zarr store.
-
-Now [generate a temporary token](reference.authentication.temp_token) and copy the resulting token into a plain text file `token.txt` in a convenient location on your **local machine**.
-
-- Now start a JupyterLab notebook and paste the following code into a cell:
-
-```python
-import gcsfs
-import xarray as xr
-from google.cloud import storage
-from google.oauth2.credentials import Credentials
-
-# import an access token
-# - option 1: read an access token from a file
-with open("path/to/your/token.txt") as f:
-    access_token = f.read().strip()
-
-# setup a storage client using credentials
-credentials = Credentials(access_token)
-fs = gcsfs.GCSFileSystem(token=credentials)
-```
-
-> Make sure to replace the `path/to/your/token.txt` with the actual path to your token file.
-
-Try to write a small dataset to the cloud:
-
-```python
-ds = xr.DataArray([1]).to_dataset(name="test")
-mapper = fs.get_mapper(
-    "gs://leap-scratch/<your_username>/test_offsite_upload.zarr"
-)  # This additional step is necessary to have the correct authentication set
-ds.to_zarr(mapper)
-```
-
-> Replace `<your_username>` with your actual username on the hub.
-
-- Make sure that you can read the test dataset from within the hub (go back to [Basic writing to and reading from cloud buckets](hub.data.read_write)).
-
-- Now the last step is to paste the code to load your actual dataset into the notebook and use `.to_zarr` to upload it.
-
-> Make sure to give the store a meaningful name, and raise an issue in the [data-management repo](https://github.com/leap-stc/data-management/issues) to get the dataset added to the LEAP Data Library.
-
-> Make sure to use a different bucket than `leap-scratch`, since that will be deleted every 7 days! For more info refer to the available [storage buckets](reference.infrastructure.buckets).
-
-(hub.data.upload_hpc)=
-
-#### Uploading large original data from an HPC system (no browser access on the system available)
-
-A commong scenario is the following: A researcher/student has run a simulation on a High Performance Computer (HPC) at their institution, but now wants to collaboratively work on the analysis or train a machine learning model with this data. For this they need to upload it to the cloud storage.
-
-The following steps will guide you through the steps needed to authenticate and upload data to the cloud, but might have to be slightly modified depending on the actual setup of the users HPC.
-
-**Conversion Script/Notebook**
-
-In most cases you do not just want to upload the data in its current form (e.g. many netcdf files).
-
-<!-- TODO: Add an example of why this is bad for performance -->
-
-Instead we will load the data into an [`xarray.Dataset`](https://docs.xarray.dev/en/stable/generated/xarray.Dataset.html) and then write that Dataset object directly to a zarr store in the cloud. For this you need a python environment with `xarray, gcsfs, zarr` installed (you might need additional dependencies for your particular use case).
-
-1. Spend some time to set up a python script/jupyter notebook on the HPC system that opens your files and combines them in to one or more xarray.Datasets (combine as many files as sensible into a single dataset). Make sure that your data is lazily loaded and the `Dataset.data` is a [dask array](https://docs.dask.org/en/stable/array.html)
-
-1. Check your dataset:
-
-   - Check that the metadata is correct.
-   - Check that all the variables/dimensions are in the dataset
-   - Check the dask chunksize. A general rule is to aim for around 100MB size, but the size and structure of chunking that is optimal depends heavily on the later use case.
-
-   <!-- Some more info on chunking? -->
-
-1. Try to write out a subset of the data locally by calling the [`.to_zarr`](https://docs.xarray.dev/en/stable/generated/xarray.Dataset.to_zarr.html) method on the dataset.
-
-<!-- TODO: Warn not to write out the full dataset -->
-
-Once that works we can move on to the authentication.
-
-**Upload Prerequisites**
-
-Before we are able to set up authentication we need to make sure our HPC and local computer (required) are set up correctly.
-
-- You have to be signed up to LEAP's [Google Groups](reference.authentication.google_groups).
-- Make sure to install the [Google Cloud SDK](https://cloud.google.com/sdk/docs/install) in both your <span style="color:#9301B4">HPC environment</span>, and your local computer that can open a web browser (e.g. your laptop).
-
-**Steps**
-Steps executed on your <span style="color:#22B401">"local" computer (e.g. laptop)</span> will be colored in green and steps on your <span style="color:#9301B4">"remote" computer (e.g. HPC)</span> in purple.
-
-1. SSH into the HPC
-
-1. <span style="color:#9301B4">Check that you have an internet connection with `ping www.google.com`</span>
-
-1. <span style="color:#9301B4">Request no browser authentication: </span>
-
-   ```
-   gcloud auth application-default login --scopes=https://www.googleapis.com/auth/devstorage.read_write,https://www.googleapis.com/auth/iam.test --no-browser
-   ```
-
-   > 🚨 It is very important to include the `--scopes=` argument for security reasons. Do not run this command without it!
-
-1. Follow the onscreen prompt and paste the command into a terminal on your local machine.
-
-1. <span style="color:#22B401">This will open a browser window. Authenticate with the gmail account that was added to the google group. </span>
-
-1. <span style="color:#22B401">Go back to the terminal and follow the onscreen instructions.</span> Copy the text from the command line and <span style="color:#9301B4">paste the command in the open dialog on the remote machine.</span>
-
-1. <span style="color:#9301B4">Make sure to note the path to the auth json!</span> It will be something like `.../.config/gcloud/....json`.</span>
-
-Now you are have everything you need to authenticate.
-
-Lets verify that you can write a small dummy dataset to the cloud. In your notebook/script run the following (make sure to replace the filename and your username as instructed).
-
-Your dataset should now be available for all LEAP members 🎉🚀
-
-```python
-import xarray as xr
-import gcsfs
-import json
-
-with open(
-    "your_auth_file.json"
-) as f:  # 🚨 make sure to enter the `.json` file from step 7
-    token = json.load(f)
-
-# test write a small dummy xarray dataset to zarr
-ds = xr.DataArray([1, 4, 6]).to_dataset(name="data")
-# Once you have confirmed
-
-fs = gcsfs.GCSFileSystem(token=token)
-mapper = fs.get_mapper(
-    "gs://leap-persistent/<username>/testing/demo_write_from_remote.zarr"
-)  # 🚨 enter your leap (github) username here
-ds.to_zarr(mapper)
-```
-
-Now you can repeat the same steps but replace your dataset with the full dataset from above and leave your python code running until the upload has finished. Depending on the internet connection speed and the size of the full dataset, this can take a while.
-
-If you want to see a progress bar, you can wrap the call to `.to_zarr` with a [dask progress bar](https://docs.dask.org/en/stable/diagnostics-local.html#progress-bar)
-
-```python
-from dask.diagnostics import ProgressBar
-
-with ProgressBar():
-    ds.to_zarr(mapper)
-```
-
-Once the data has been uploaded, make sure to erase the `.../.config/gcloud/....json` file from step 7, and ask to be removed from the Google Group.
diff --git a/_preview/205/_sources/guides/education_guide.md b/_preview/205/_sources/guides/education_guide.md
deleted file mode 100644
index 75cf053b..00000000
--- a/_preview/205/_sources/guides/education_guide.md
+++ /dev/null
@@ -1,29 +0,0 @@
-# Education Guide
-
-This guide is intended for folks who want to run classes using the LEAP Pangeo resources.
-
-## Teaching classes using the LEAP-Pangeo JupyterHub
-
-### Can I use LEAP-Pangeo resources to teach my class?
-
-LEAP provides infrastructure support to [](reference.education.leap_affiliated_course). If you are an instructor and want your class to become affiliated with LEAP, you should contact the [](support.data_compute_team) well in advance (ideally a month before the starting date of the class) in order to coordinate efforts efficiently.
-
-### Preparing Classes
-
-We suggest that instructors preprare their materials directly on the hub as much as possible, to ensure an identical experience for the students during the class. To develop/test/edit material instructors should apply for [membership](users.membership.apply) under the **education category** as soon as possible and make sure to check out our ['getting started' tutorial](tutorial.getting_started) to familiarize yourself with the environment.
-
-### Sign up students
-
-All students should apply for [membership](users.membership.apply) under the **education category** well ahead of the starting date of the class (ideally a week before).
-
-```{important}
-A github account is required to gain access to LEAP-Pangeo. It is free to create.
-```
-
-Instructors can verify that students have access by checking that their github usernames as listed as members of [this github team](https://github.com/orgs/leap-stc/teams/leap-pangeo-base-access). We suggest that instructors direct students to [this documentation](https://leap-stc.github.io/intro.html) and ask them to test their [access to the Hub](hub:server:login) before the class starts to avoid any technical interruptions.
-
-### Troubleshooting
-
-#### Students cannot sign on
-
-Please refer to the [FAQ](faq.cannot-log-into-hub) for troubleshooting steps.
diff --git a/_preview/205/_sources/guides/faq.md b/_preview/205/_sources/guides/faq.md
deleted file mode 100644
index df803a0e..00000000
--- a/_preview/205/_sources/guides/faq.md
+++ /dev/null
@@ -1,85 +0,0 @@
-# FAQs
-
-(faq.where_is_my_invite)=
-
-## "Where is my invite?"
-
-Please check your email account (**the one you used to sign up for Github** - this is independent of the email you use for LEAP) for an invite that will look similar to this:
-
-<img src="../images/email_org_invite.png" alt="LEAPPangeo email invite" height="300"/>
-
-Click the link and accept all invites.
-
-Alternatively you can log into your github account, and should see a notification in the top right menu under the "Organizations" tab.
-
-<img src="../images/gh_org_invite_1.png" alt="LEAPPangeo gh invite" height="300"/>
-
-You can follow that and accept the invitation there aswell.
-
-<img src="../images/gh_org_invite_2.png" alt="LEAPPangeo gh invite2" height="150"/>
-
-(faq.cannot-log-into-hub)=
-
-## I cannot log into the hub 😱
-
-If you are unable to log into the hub, please check the following steps:
-
-- [ ] Check if you are member of the [appropriate github teams](reference.membership.tiers).
-
-If you **are not** follow these steps:
-
-- [ ] Did you [sign up for LEAP membership](users.membership.apply)? This will be done for you if you sign up for an event like the Momentum bootcamp!
-- [ ] Did you receive a github invite? [Here](faq.where_is_my_invite) is how to check for that.
-- [ ] Check again if they are part of the [appropriate github teams](reference.membership.tiers).
-- If these steps do not work, please reach out to the [](support.data_compute_team).
-
-If you **are** member of one of the github teams, ask them to try the following steps:
-
-- [ ] Refresh the browser cache
-- [ ] Try a different browser
-- [ ] Restart the computer
-- If these steps do not work, please reach out to the [](support.data_compute_team).
-
-(faq.usr_dir_usage_warning)=
-
-## I received a warning about space on my User Directory
-
-If you get a Hub Usage Alert email, this means you are violating the User Directory storage limit (to learn why this limit exists, see read about [User Directories](reference.infrastructure.hub.user_dir)). Remember that user directories are for scripts and notebooks not datasets! Users who persistently violate hub usage policies may temporarily get reduced cloud access.
-
-**Troubleshooting**
-
-- To see which files and directories are taking up the bulk of your storage, run `du -h --max-depth=1 ~/ | sort -h` in Terminal. It will likely reveal cached files and small/medium size data files that can be removed without disrupting typical usage.
-- Delete cached files, ipython checkpoints, and any other unwanted files.
-- If you still require more storage, it is likely that you are storing downloaded data in your user directory. We recommend storing data in a LEAP [cloud bucket](https://leap-stc.github.io/leap-pangeo/jupyterhub.html#leap-pangeo-cloud-storage-buckets) or data catalog. For more information, please consult our [](guide.data) and [](explanation.data-policy).
-
-Our goal is to accomodate all community members and thus we are happy to assist users in relocating data. If you have any concerns, please reach out to the [](support.data_compute_team).
-
-## Dask "Killed Workers"
-
-The "Killed Worker" message in dask can result due to a variety of reasons. Here are some of the common reasons why you might see such an error message
-
-### Datasets Chunks too large
-
-**Issue**
-The default dask worker configuration can deal well with dataset chunk sizes of ~100MB. If the chunks of your data are significantly larger, your worker might crash just upon loading a few of these chunks into memory.
-
-**Solution**
-You can change the configuration of your dask workers and increase the memory each worker has to deal with larger chunks. You can adjust the memory by passing additional [options](https://gateway.dask.org/cluster-options.html) to the dask-gatway cluster upon creation:
-
-```python
-from dask_gateway import Gateway
-
-gateway = Gateway()
-options = gateway.cluster_options()
-
-options.worker_memory = 10  # 10 GB of memory per worker.
-
-# Create a cluster with those options
-cluster = gateway.new_cluster(options)
-cluster.scale(...)
-client = cluster.get_client()
-```
-
-<!-- TODO: Add example how to change this in HTML repr -->
-
-[Example with Solution](https://notebooksharing.space/view/2b6753a5ffe8ddfae1da3b8e2b5507e617de47eb25f758a20c92b62e7e650fd7#displayOptions=)
diff --git a/_preview/205/_sources/guides/team_guide.md b/_preview/205/_sources/guides/team_guide.md
deleted file mode 100644
index 248951f3..00000000
--- a/_preview/205/_sources/guides/team_guide.md
+++ /dev/null
@@ -1,164 +0,0 @@
-# Guide for Data and Computation Team Members
-
-This is a short write up facilitate the spin up of new team members for the Data and Computation Team and describe regular maintenance tasks.
-
-## Onboarding
-
-### Checklist for new members
-
-- [ ] Ask to be added to the [Data and Computation Github team](https://github.com/orgs/leap-stc/teams/data-team/members)
-- [ ] Ask to be added to the `@data-and-compute` Slack user group
-- [ ] Subscribe to [](onboarding.slack)
-- [ ] Consider enabling notifications for [](onboarding.github)
-- [ ] Make a PR to the `_config.yaml` file [here](https://github.com/leap-stc/leap-stc.github.io/blob/fd69890ffc2f1871968e39b1c460370a0b3f98b3/book/_config.yml#L40-L51) in a PR. to add a picture and your personal data to the webpage.
-- [ ] Get access to the [Grafana Dashboard](https://grafana.leap.2i2c.cloud)
-- [ ] Request access to a service account to monitor Google Dataflow and Storage from the [Google Cloud Console](https://console.cloud.google.com/welcome?project=leap-pangeo) by raising an issue [here](https://github.com/leap-stc/data-and-compute-team/issues)
-  - Instructions for admin:
-    - Go to the Google Cloud Console > IAM > Grant Access
-    - Add the following permissions:
-      - `Dataflow Admin`
-      - `Storage Admin`
-      - `Logs Viewer`
-      - `Monitoring Viewer`
-      - `Logs Viewer`
-      - `Compute Viewer`
-
-(onboarding.slack)=
-
-### Relevant Slack channels
-
-- [`data-and-computation-team`](https://leap-nsf-stc.slack.com/archives/C065KPT1S4Q): Private channel for internal discussions, please contact the Manager for Data and Computing to be added.
-- [`leap-pangeo`](https://leap-nsf-stc.slack.com/archives/C02KB0DDB6E): Community wide channel where LEAP-Pangeo users can ask questions. Members of the team should join the channel and regularly engage with issues raised.
-
-(onboarding.github)=
-
-### Relevant github repos
-
-- [`leap-stc.github.io`](https://github.com/leap-stc/leap-stc.github.io): The source for the [LEAP-Pangeo technical documentation](https://leap-stc.github.io/intro.html). This also contains [LEAP-Pangeo Discussion Forum](https://github.com/leap-stc/leap-stc.github.io/discussions)
-- [`data-management`](https://github.com/leap-stc/data-management): Contains all the [pangeo-forge](https://pangeo-forge.readthedocs.io/en/latest/) based code/automation to ingest new datasets. Point users to the [issue tracker](https://github.com/leap-stc/data-management/issues/new/choose) to request new datasets.
-
-## Regular Maintenance
-
-This section documents common tasks performed as part of the Data and Computation Team's duties.
-
-### Monitor User Directory Useage
-
-The [user directories](reference.infrastructure.hub.user_dir) of all members are on a shared volume of fixed size. We pay for the total size of the volume no matter if it is used or not, so we should strive to keep usage to a minimum. Our current policy is that \<50GB per user is acceptable.
-Unfortunately we do not have a technical way to implement per user quotas, so we need to regularly check two things:
-
-- How much space is left on the [entire shared volume](https://grafana.leap.2i2c.cloud/d/hub-dashboard/jupyterhub-dashboard?orgId=1&viewPanel=23)? If the free space falls *below 20%* we need to discuss further actions.
-- [Which users are taking up more than the allowed 50GB](https://grafana.leap.2i2c.cloud/d/bd232539-52d0-4435-8a62-fe637dc822be/home-directory-usage-dashboard?orgId=1). For users who take up more than 50GB the suggested action is to reach out via slack or email.
-
-### Regularly Updating the Software Environment
-
-We aim to provide users with [up-to-date default software environments](reference.infrastructure.hub.software_env). This currently requires to change the [pangeo-docker-images](https://github.com/pangeo-data/pangeo-docker-images) tag manually.
-
-- Make sure you are subscribed to release notifications on [pangeo-docker-images](https://github.com/pangeo-data/pangeo-docker-images) to recieve Github notification about new releases
-- To bump the version, submit a PR to [this config file](https://github.com/2i2c-org/infrastructure/blob/master/config/clusters/leap/common.values.yaml) in the [2i2c infrastructure repo](https://github.com/2i2c-org/infrastructure). In that PR you need to change the image tag for *all image choices*, see an example [here](https://github.com/2i2c-org/infrastructure/pull/3688).
-- To send emails, a token file is setup as the OAUTH_GMAIL_CREDENTIALS Github Secret in the member management repo; every so often (around biweekly) the action will require re-authentication, generating a new token that should replace the existing secret. This makes use of OAUTH_GMAIL_CLIENT_SECRET, which never needs to change. To update the OAUTH_GMAIL_CREDENTIALS secret, run the `generate_emails_token(github_action_mode=False)` function from utils.py locally, which will direct you to a confirmation screen. Log in to the leap.pangeo@gmail.com account and authorize access. You will require a copy of the CLIENT_SECRETS file on your personal machine which can be retreived from Google Cloud Console from the above pangeo support email.
-
-## Offboarding members
-
-- [] Delete personal `dct-team-<first_name>` service account in IAM (needs admin priviliges).
-
-## Admin Tasks
-
-This part of the guide is reserved for team members with admin access to the `'leap-stc'` github organization!
-
-(guide.team.admin.renew_member_token)=
-
-### Renewing Personal fine grained access token for LEAP member management
-
-In order to automate member sign up by adding github users from a private Google Sheet to the appropriate github teams (via [this gh action](https://github.com/leap-stc/member_management/blob/main/.github/workflows/read_sheet.yaml)) the github action needs the appropriate priviliges to add/remove members from teams. We are currently handling this by providing a personal access token as the `"ORG_TOKEN"` secret. The person creating the token will usually be the Manager for Data and Computation.
-
-:::\{note}
-Ideally we want to remove the dependency on a single user account here, but for now this is the only way I have found this to work properly. Maybe there is a way to establish a 'dummy' user?
-:::
-
-#### Steps
-
-- Make sure you have access to set secrets on the private [member_management repo](https://github.com/leap-stc/member_management)
-- Go to the personal account "Settings>Developer Settings" Tab. From there naviate to "Personal Access Token>Fine-Grained tokens"
-- If present click on "LEAP member management token", othewise create a new token with that name (the actual name is optional here, but make sure to name it in a memorable way), and authenticate.
-- Generate or regenerate the token
-  - The required permissions are "Read and Write access to members" and "Read Access to actions and metadata"
-  - Set the expiration to a full year (the current limit set on the org level)
-- Make sure to copy the token (leave the page open until the next step is completed, since you will have to recreate the token once the page is closed!)
-- Go to the [member_management repo](https://github.com/leap-stc/member_management) and navigate to "Settings > Secrets and Variables > Actions" and open the "ORG_TOKEN" to edit
-- Paste the above token from the clipboard and save.
-- Run the [Member Add Action](https://github.com/leap-stc/member_management/actions/workflows/read_sheet.yaml) and confirm that it is successful
-- Close the token page and you are done!
-
-### Handover Checklist for Admins
-
-The following is a list of tasks that should be done by any new hire in the Data and Computation Manager position to ensure smooth operations.
-
-- [](guide.team.admin.renew_member_token)
-
-## Non-Technical Admin Tasks
-
-This section describes admin tasks that are necessary for the maintenance of LEAP-Pangeo components (including collaborative efforts lead M²LInES) which require appropriate permissions, but no coding (everything can be achieved on one of several websites).
-
-### M²LInES OSN pod administration
-
-All administrative tasks pertaining to the M²LInES OSN bucket are handled via the [Coldfront Portal](https://coldfront.osn.mghpcc.org/). Please log in with one of your affiliated organizations and make sure to *use the same one each time in case you have multiple affiliations*.
-
-The important units of division on the OSN pod are **projects** and **buckets**. Each project can have multiple buckets, and you can give others access as guests and admins on a per project basis. Buckets are how the actual storage space is organized, and each bucket will have *access credentials* and a *storage quota*, both of which might need actions from an admin from time to time.
-
-(guide.team.admin.osnpod.check)=
-
-#### Check Bucket attributes
-
-To check individual buckets' attributes log into the [Coldfront Portal](https://coldfront.osn.mghpcc.org/), click on the relevant project, navigate to the "Allocations" section, find the bucket name in the "Information" column and click on the folder symbol in the "Actions" column.
-
-Scroll to the "Allocation Attributes" section. You can see all relevant values here.
-
-**OSN Anonymous Access**: If False, this data is public, no credentials are needed to read data (writing still requires credentials).
-**OSN Bucket Quota (TB)**: Shows the currently allocated size. This is the max size, not what is actuall used!
-**OSN RO/RW Bucket Access/Secret Key**: Credentials for read-only (RO) and read-write (RW) access to the bucket. See [](reference.infrastructrue.osn_pod.credentials) for more details.
-
-#### Share bucket credentials
-
-:::\{attention}
-Some buckets are not meant to be accessible for write by users! Please always refer to [](reference.infrastructrue.osn_pod.organization) and only give access to project specific buckets and the `'leap-pangeo-inbox'` bucket to non-admins.
-:::
-
-- Navigate to the specific bucket you want to share credentials to (see [above](guide.team.admin.osnpod.check) for detailed steps)
-- Copy the relevant Access and Secret keys (either RO or RW depending on the desired use) and share them with the relevant users e.g. by pasting them into a password manager and sharing an authenticated link.
-
-#### Increasing Storage Quota
-
-If any of the buckets needs more storage space, follow these steps:
-
-- Log into [Coldfront](https://coldfront.osn.mghpcc.org/)
-- Navigate to the project that contains the bucket (we currently separate projects for M²LInES, LEAP, and the LEAP-Pangeo Data ingestion)
-- Scroll to "Allocations" and find your bucket in the "Information" column. Click on the folder icon in the corresponding "Actions" column.
-- In the top right click on "Request Change" and scroll down to "Allocation Attributes". Enter the desired new size in TB in the "Request New Value" column and the "OSN Bucket Quota (TB)" row and enter a short justification (required).
-- Click the "Submit" button.
-- You should see a green box with "Allocation change request successfully submitted. " at the top of the next page.
-- Wait for email confirmation of the change.
-
-#### Provision a new Bucket
-
-- Log into [Coldfront](https://coldfront.osn.mghpcc.org/)
-- Navigate to an existing Project (or create a new one; see below), scroll to "Allocations" and click on "Request Resource Allocation"
-- In the following dialog chose "OSN Bucket (Storage)", write a short justification which **includes whether you want the bucket to have anonymous (public) access!**, and choose a size in TB.
-- Click "Submit"
-- Wait for email confirmation.
-
-#### Create a new Project
-
-:::\{note}
-You need PI status on the pod to create new projects. Reach out to the M²LInES admin to discuss this if you do not have access yet.
-:::
-
-- Log into [Coldfront](https://coldfront.osn.mghpcc.org/)
-- Click on the "Projects" link on the homepage
-- Click "Add a Project"
-- Choose a title, write a short description of the project, and optionally choose a field of science.
-- Then click "Save"
-- Wait for email confirmation.
-
-#### OSN Support
-
-For any questions/functionality not mentioned above, please refer to the [OSN documentation](https://coldfront.osn.mghpcc.org/static/osndocs/index.html) or reach out to the OSN support (`'help@osn.mghpcc.org'`)
diff --git a/_preview/205/_sources/guides/vm_access.md b/_preview/205/_sources/guides/vm_access.md
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index 8274c339..00000000
--- a/_preview/205/_sources/guides/vm_access.md
+++ /dev/null
@@ -1,33 +0,0 @@
-# Getting access to Cloud VMs
-
-```{admonition} Important
----
-class: important
----
-This documentation should be considered highly experimental and permissions to follow these instructions are only given to a small subset of testers at the moment.
-```
-
-## Why?
-
-We want to test e.g. containerized workflows that run climate simulations (for online testing of ML parametrizations). For that we need a 'bare' VM, and not the JupyterLab interface.
-
-## Admin considerations
-
-To fully separate this testing from the Hub etc we have created a separate project in Gcloud (same billing account and Org). To keep an eye on (e.g. accidental) cost overrun, I added a budget alert (in the linked billing account) that applies to all resources for this new project, and set a 500\$ alert with notifications at various thresholds. New users need the following IAM roles (click "Grant Access" with the email as principals):
-
-- "Compute Admin"
-- "Service Account User"
-
-## How to get access
-
-Send your email (private gmail preferred) to Julius Busecke
-
-## Log into google cloud console and start a small test VM
-
-- Use the email you sent above to sign into https://console.cloud.google.com
-- Make sure to chose the project "ClimSimTesting" ![](../images/vm_access_project.png)
-- Now navigate to "Compute Engine" and click on "Create New Instance". Chose a recognizable name (e.g. `climsim_<your_name>_test` and leave everything else on default for now and click "Create" at the bottom.
-- After a short spin up you should see your VM instance with a green checkmark.
-- Try to SSH into it via the cloud console (click on SSH on the far right).
-- Let me know on slack that you were able to create an instance
-- **Very Important**: Delete your instance after the test. **You should do this everytime you are done using the VM to avoid large costs**. Click on the triple dots on the right, and chose "Delete". ![](../images/vm_access_delete.png)
diff --git a/_preview/205/_sources/how_to_cite.md b/_preview/205/_sources/how_to_cite.md
deleted file mode 100644
index ae3627de..00000000
--- a/_preview/205/_sources/how_to_cite.md
+++ /dev/null
@@ -1,23 +0,0 @@
-# How to cite LEAP-Pangeo
-
-If you use any of the LEAP resources, please follow these guidlines to recognize our work.
-
-## Add your publication to our [LEAP publication tracker](https://docs.google.com/spreadsheets/d/1zVfivXK-GKLEma_uc-SAIRs7OP_qfTUmsypAQeVqstI/edit#gid=645657151)
-
-## Cite LEAP-Pangeo Platform
-
-If you used the JupyterHub platform to perform analysis, please add a statement similar to this to your acknowledgment section of the paper:
-
-```
-We acknowledge the computing and storage resources provided by the
-`NSF Science and Technology Center (STC) Learning the Earth with
-Artificial intelligence and Physics (LEAP)` (Award # 2019625).
-```
-
-## Cite Data
-
-Please include all datasets used for your work in your citations using the doi of each individual dataset.
-
-## Don't forget to cite your open source packages
-
-Please take the time to cite all packages used in your work, to ensure that the essential work of open source developers for open science is properly recognized.
diff --git a/_preview/205/_sources/intro.md b/_preview/205/_sources/intro.md
deleted file mode 100644
index 56211152..00000000
--- a/_preview/205/_sources/intro.md
+++ /dev/null
@@ -1,24 +0,0 @@
-# LEAP Technical Documentation
-
-This website is the home for all technical documentation related to LEAP and LEAP-Pangeo.
-
-## Dashboard
-
-| Update Status                                                                                                                                  | Contributors                                                                                   | Deployment Status                                                                                                                                                                                                     |
-| ---------------------------------------------------------------------------------------------------------------------------------------------- | ---------------------------------------------------------------------------------------------- | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- |
-| [![GitHub last commit](https://img.shields.io/github/last-commit/leap-stc/leap-stc.github.io)](https://github.com/leap-stc/leap-stc.github.io) | ![GitHub contributors](https://img.shields.io/github/contributors/leap-stc/leap-stc.github.io) | [![publish-book](https://github.com/leap-stc/leap-stc.github.io/actions/workflows/publish-book.yaml/badge.svg?style=flat-square)](https://github.com/leap-stc/leap-stc.github.io/actions/workflows/publish-book.yaml) |
-
-## Motivation
-
-The motivation and justification for developing LEAP-Pangeo are laid out in several recent peer-reviewed publications: {cite}`AbernatheyEtAl2021` and {cite}`GentemannEtAl2021`.
-To summarize these arguments, a shared data and computing platform will:
-
-- *Facilitate seamless collaboration between project members around data-intensive science, accelerating research progress.*
-- *Empower LEAP participants with instant access to high-performance computing and analysis-ready data in order to support ambitious research objectives.* This access is provided through our [JupyterHub platform](reference.infrastructure.hub).
-- *Place actionable data in the hands of LEAP partners to support knowledge transfer.using the [](reference.infrastructure.catalog)*.
-- *Enable rich data-driven classroom experiences for learners, helping them transition successfully from coursework to research.*
-
-## Contents
-
-```{tableofcontents}
-```
diff --git a/_preview/205/_sources/reference/education.md b/_preview/205/_sources/reference/education.md
deleted file mode 100644
index c3d77865..00000000
--- a/_preview/205/_sources/reference/education.md
+++ /dev/null
@@ -1,11 +0,0 @@
-# Education
-
-(reference.education.leap_affiliated_course)=
-
-## LEAP Affiliated Courses
-
-To become a LEAP Affiliated Course you have to fulfill the following requirements:
-
-- Acknowledge LEAP's support on syllabus.
-- Add the course to LEAP's education page.
-- If the course will have a github repository, consider developing it within the [LEAP GitHub organization](https://github.com/leap-stc).
diff --git a/_preview/205/_sources/reference/infrastructure.md b/_preview/205/_sources/reference/infrastructure.md
deleted file mode 100644
index c4ea3347..00000000
--- a/_preview/205/_sources/reference/infrastructure.md
+++ /dev/null
@@ -1,228 +0,0 @@
-# Infrastructure
-
-(reference.infrastructure.catalog)=
-
-## LEAP-Pangeo Data Catalog
-
-|                                      |                                               |
-| ------------------------------------ | --------------------------------------------- |
-| **Catalog Address**                  | catalog.leap.columbia.edu                     |
-| **Management Repo**                  | <https://github.com/leap-stc/data-management> |
-| **Maintained in collaboration with** | [Carbonplan](https://carbonplan.org)          |
-
-For more explanation about the catalog, and its role in the overall vision of LEAP, see [](explanation.architecture). See [](guides.data.ingestion) for details on how to ingest data and link it into the catalog.
-
-(reference.infrastructure.hub)=
-
-## LEAP-Pangeo JupyterHub
-
-Our team has a cloud-based [JupyterHub](https://jupyter.org/hub).
-For information who can access the hub with which privileges, please refer to [](reference.membership.tiers).
-
-|                       |                                                                                   |
-| --------------------- | --------------------------------------------------------------------------------- |
-| **Hub Address**       | <https://leap.2i2c.cloud/>                                                        |
-| **Hub Location**      | [Google Cloud `us-central1`](https://cloud.google.com/compute/docs/regions-zones) |
-| **Hub Operator**      | [2i2c](https://2i2c.org/)                                                         |
-| **Hub Configuration** | <https://github.com/2i2c-org/infrastructure/tree/master/config/clusters/leap>     |
-
-This document goes over the primary technical details of the JupyterHub.
-
-- For a quick tutorial on basic usage, please check out our [](tutorial.getting_started) tutorial.
-- To get an in-depth overview of the LEAP Pangeo Architecture and how the JupyterHub fits into it, please see the [Architecture](explanation.architecture) page.
-
-(reference.infrastructure.hub.server)=
-
-### Server
-
-#### Managing Servers
-
-You can start and stop your server (and even open multiple named servers) from the `Hub Control Panel`. You can get to the hub control panel by navigating to `https://leap.2i2c.cloud/hub/home` in your browser or navigating to `File > Hub Control Panel` from the JupyterLab Interface.
-
-(reference.infrastructure.hub.user_dir)=
-
-### Your User Directory
-
-When you open your hub, you can navigate to the "File Browser" and see all the files in your User Directory
-<img width="442" alt="image" src="https://github.com/leap-stc/leap-stc.github.io/assets/14314623/3ba6b45a-a077-4824-b0ec-9c111af50c33">
-
-Your User Directory behaves very similar to a filestystem on your computer. If you save a file from a notebook, you will see it appear in the File Browser (you might have to wait a few seconds or press refresh) and you can use a terminal to navigate the terminal as you would on a UNIX machine:
-
-<img width="357" alt="image" src="https://github.com/leap-stc/leap-stc.github.io/assets/14314623/a84c12e2-9f8a-4de1-a3e3-feff1bf59061">
-
-:::\{note}
-As shown in the picture above, every user will see `'/home/jovyan'` as their root directory. This is different from many HPC accounts where your home directory will point to a directory with your username. But the functionality is similar. These are *your own files* and they cannot be seen/modified by other users (except admins).
-:::
-
-The primary purpose of this directory is to store small files, like github repositories and other code.
-
-:::\{warning}
-To accommodate the expanding LEAP community, the data and compute team has instituted a storage quota on individual user directories `/home/jovyan`. Your home directory is intended only for notebooks, analysis scripts, and small datasets (< 1 GB). It is not an appropriate place to store large datasets. Unlike the cloud buckets, these directories use an underlying storage with a rigid limit. If a single user fills up the space, the Hub crashes for everyone. We recommend users use less than 25GB and enforce a hard limit of 50GB. **Users who persistently violate the limit may temporarily get reduced cloud access**.
-
-To check how much space you are using in your home directory open a terminal window on the hub and run `du -h --max-depth=1 ~/ | sort -h`.
-
-If you want to save larger files for your work use our [](reference.infrastructure.buckets) and consult our [Hub Data Guide](guide.data). See the [FAQs](faq.usr_dir_usage_warning) for guidance on reducing storage.
-:::
-
-(reference.infrastructure.hub.software_env)=
-
-### The Software Environment
-
-The software environment you encounter on the Hub is based upon [docker images](https://www.digitalocean.com/community/tutorials/the-docker-ecosystem-an-introduction-to-common-components) which you can run on other machines (like your laptop or an HPC cluster) for better reproducibility.
-
-Upon start up you can choose between
-
-- A list of preselected images
-- The option of passing a custom docker image via the `"Other..."` option.
-
-#### Preselected Images
-
-LEAP-Pangeo uses several full-featured, up-to-date Python environments maintained by Pangeo. You can read all about them at the following URL:
-
-- <https://github.com/pangeo-data/pangeo-docker-images/>
-
-There are separate images for pytorch and tensorflow which are available in a drop-down panel when starting up your server.
-The Hub contains a specific version of the image which can be found [here](https://github.com/2i2c-org/infrastructure/blob/master/config/clusters/leap/common.values.yaml).
-
-For example, at the time of writing, the version of `pangeo-notebook` is `2022.05.10`.
-A complete list of all packages installed in this environment is located at:
-
-- <https://github.com/pangeo-data/pangeo-docker-images/blob/2022.05.10/pangeo-notebook/packages.txt>
-
-:::\{attention}
-We regularly update the version of the images provided in the drop-down menu.
-
-To ensure full reproducibility you should save the full info of the image you worked with (this is stored in the environment variable `JUPYTER_IMAGE_SPEC`) with your work. You could for example print the following in the first cell of a notebook:
-
-```python
-import os
-
-print(os.environ["JUPYTER_IMAGE_SPEC"])
-```
-
-You can then use that string with the [custom images](reference.infrastructure.hub.image.custom) to reproduce your work with exactly the same environment.
-:::
-
-(reference.infrastructure.hub.image.custom)=
-
-#### Custom Images
-
-If you select the `Image > Other...` Option during [server login](hub:server:login) you can paste an arbitrary reference in the form of `docker_registry/organization/image_name:image_version`. As an example we can get the `2023.05.08` version of the pangeo tensorflow notebook by pasting `quay.io/pangeo/ml-notebook:2023.05.08`.
-
-If you want to build your own docker image for your project, take a look at [this template](https://github.com/2i2c-org/hub-user-image-template) and the instructions to learn how to use [repo2docker](https://github.com/jupyterhub/repo2docker) to set up CI workflows to automatically build docker images from your repository.
-
-(reference.infrastructure.hub.software_env.temp_install)=
-
-#### Installing additonal packages
-
-You can install additional packages using `pip` and `conda`.
-However, these will disappear when your server shuts down.
-
-For a more permanent solution we recommend building project specific dockerfiles and using those as [custom images](reference.infrastructure.hub.image.custom).
-
-## Cloud Storage
-
-(reference.infrastructrue.osn_pod)=
-
-### m2lines OSN Pod
-
-(reference.infrastructrue.osn_pod.organization)=
-
-#### OSN Pod Organization
-
-The ~1PB storage on the OSN Pod can be customized into Projects and Buckets. Projects are used to give additional users access to the Coldfront Admin Console, whereas buckets are how storage is administered up on the Pod. A project can have multiple buckets.
-
-There are currently 3 principal Projects on the Pod:
-
-- `'leap-pangeo'`: Used for Data Ingestion across the m2lines and LEAP community
-  - Buckets:
-    - `'leap-pangeo-manual'`: **No write access for users**
-    - `'leap-pangeo-pipeline'`: **No write access for users**
-    - `'leap-pangeo-inbox'`: *Write access can be shared with users who want to add data e.g. from an HPC center*
-- `'m2lines'`: Used for project data and publications from the m2lines project
-  - Buckets:
-    - `'m2lines-pubs'`: **No write access for users**
-    - ... various project buckets
-- `'leap'`: Used for project data and publications from the LEAP project
-  - Buckets:
-    - `'leap-pubs'`: **No write access for users**
-    - ... various project buckets
-
-(reference.infrastructrue.osn_pod.credentials)=
-
-#### Credentials
-
-:::\{warning}
-All OSN credentials are long lived and should be treated as such. Please do not share them publicly (e.g. in your notebook or a github repository) and when sharing with e.g. collaborators use an encrypted way of sharing (e.g. password manager).
-:::
-
-Credentials for the OSN Pod are specific to each bucket. There are two types of credentials: "Read-only" and "Read-Write". Exercise caution when sharing/saving secrets, particularly the latter. Each type of credentials consists of two keys (access + secret). Both are required to access the bucket, and they are shared by the OSN Admin.
-
-(reference.infrastructure.buckets)=
-
-## LEAP-Pangeo Cloud Storage Buckets
-
-LEAP-Pangeo provides users two cloud buckets to store data. Your [](reference.infrastructure.hub.server) is automatically authenticated to read from any of these buckets but write access might differ (see below). See [](reference.authentication) for details on how to access buckets from 'outside' the JupyterHub.
-
-- `gs://leap-scratch/` - Temporary Storage deleted after 7 days. Use this bucket for testing and storing large intermediate results. [More info](https://docs.2i2c.org/user/topics/data/cloud/#scratch-bucket)
-- `gs://leap-persistent/` - Persistent Storage. Use this bucket for storing results you want to share with other members.
-- `gs://leap-persistent-ro/` - Persistent Storage with read-only access for most users. To upload data to this bucket you need to use [this](hub.data.upload_hpc) method below.
-
-Files stored on each of those buckets can be accessed by any LEAP member, so be concious in the way you use these.
-
-- **Do not put sensitive information (passwords, keys, personal data) into these buckets!**
-- **When writing to buckets only ever write to your personal folder!** Your personal folder is a combination of the bucketname and your github username (e.g. \`gs://leap-persistent/funky-user/').
-
-## Compute
-
-🚧
-
-(reference.authentication)=
-
-## Access to LEAP-Pangeo resources without the JupyterHub
-
-(reference.authentication.temp_token)=
-
-### Temporary Token
-
-You can generate a temporary (1 hour) token with read/write access as follows:
-
-- Now start up a [LEAP-Pangeo server](https://leap.2i2c.cloud) and open a terminal. Install the [Google Cloud SDK](https://cloud.google.com/sdk/docs/install) using mamba
-
-```shell
-mamba install google-cloud-sdk
-```
-
-Now you can generate a temporary token (valid for 1 hour) that allows you to upload data to the cloud.
-
-```shell
-gcloud auth print-access-token
-```
-
-This will print a temporary token in the terminal. You can e.g. copy that to your clipboard.
-
-(reference.authentication.google_groups)=
-
-### Persistent Access via Google Groups
-
-We manage access rights through [Google Groups](https://groups.google.com). Please contact the [](support.data_compute_team) to get added to the appropriate group (a gmail address is required for this).
-
-### Service Account
-
-If you want more permanent access to resources, e.g. as part of a repositories CI using a service account, please reach out to the [](support.data_compute_team) to discuss options.
-
-(reference.arco)=
-
-## Analysis-Ready Cloud-Optimized (ARCO) Data
-
-Below you can find some examples of ARCO data formats
-
-### Zarr
-
-[zarr](https://zarr.dev)
-
-(reference.pangeo-forge)=
-
-## Pangeo-Forge
-
-You can find more information about Pangeo-Forge [here](https://pangeo-forge.readthedocs.io/en/latest/).
diff --git a/_preview/205/_sources/reference/membership.md b/_preview/205/_sources/reference/membership.md
deleted file mode 100644
index 5353e57b..00000000
--- a/_preview/205/_sources/reference/membership.md
+++ /dev/null
@@ -1,65 +0,0 @@
-(reference.membership)=
-
-# Membership
-
-Access to LEAP-Pangeo is managed via membership tiers and associated github organization teams.
-
-## Code of Conduct
-
-All users of LEAP-Pangeo must abide by the [LEAP Code of Conduct](https://leap.columbia.edu/wp-content/uploads/2023/05/LEAP-Code-of-Conduct_V1_October-2022.pdf).
-
-(reference.membership.tiers)=
-
-## Membership Tiers
-
-The membership tiers are listed in ascending order of access/privileges.
-
-- **PUBLIC MEMBERSHIP(Please note: Public Membership will be live soon.)** Receive weekly LEAP newsletter and invitations to LEAP events. Access to LEAP Pangeo that includes limited performance notebooks, read only access to all LEAP storage, and write access to our scratch bucket, where everything is deleted after 7 days.
-- **EDUCATION MEMBERSHIP** Open to participants in LEAP Education programs (e.g., Bootcamp, academic courses, and summer programs). Receive weekly LEAP newsletter and invitations to LEAP events. Access to LEAP Pangeo compute and storage for duration of education program.
-- **RESEARCH MEMBERSHIP** Open to researchers who have been referred by a LEAP scientist. Receive weekly LEAP newsletter and invitations to LEAP events. Access to LEAP Pangeo compute and storage for six (6) months (renewal applications may be submitted at the conclusion of six months).
-- **LEAP-FUNDED RESEARCHE MEMBERSHIP**. Open to researchers who receive LEAP funding. Receive weekly LEAP newsletter and invitations to LEAP events. Access to LEAP Pangeo compute and storage for duration of time with LEAP.
-
-For more info see [the main LEAP website](https://leap.columbia.edu/research-home/leap-pangeo/)
-
-### Administrator and Developer Category
-
-The LEAP Manager of Data and Computing may grant access to other participants for
-the purposes of technical development, debugging, and evaluation of the platform. These members will be added to the [`leap-pangeo-full-access`](https://github.com/orgs/leap-stc/teams/leap-pangeo-full-access) team to have full access to all resources.
-
-(reference.membership.team-resources)=
-
-## Github Teams and Resources
-
-The access to the JupyterHub is implemented via [Github Teams](https://docs.github.com/en/organizations/organizing-members-into-teams/about-teams) in the [leap-stc](https://github.com/orgs/leap-stc/teams) GitHub organization. Each Membership tier maps to a single Github Team which determines the resources available to the user.
-
-| Tier                     | Github Team                                                                                   | Resources Available                                                                                                                            | Membership Valid for |
-| ------------------------ | --------------------------------------------------------------------------------------------- | ---------------------------------------------------------------------------------------------------------------------------------------------- | -------------------- |
-| **PUBLIC**               | [leap-pangeo-public-access](https://github.com/orgs/leap-stc/teams/leap-pangeo-public-access) | 🚧                                                                                                                                             | 🚧                   |
-| **EDUCATION**            | [leap-pangeo-base-access](https://github.com/orgs/leap-stc/teams/leap-pangeo-base-access)     | Access to [storage](reference.infrastructure.buckets) and computing resource up to 4 cores and 32GB RAM on JupyterHub servers.                 | 🚧                   |
-| **RESEARCH**             | [leap-pangeo-full-access](https://github.com/orgs/leap-stc/teams/leap-pangeo-full-access)     | Access to [storage](reference.infrastructure.buckets) and computing resource up to 16 cores and 128GB RAM on JupyterHub servers + GPU options. | 🚧                   |
-| **LEAP-FUNDED RESEARCH** | [leap-pangeo-full-access](https://github.com/orgs/leap-stc/teams/leap-pangeo-full-access)     | Access to [storage](reference.infrastructure.buckets) and computing resource up to 16 cores and 128GB RAM on JupyterHub servers + GPU options. | 🚧                   |
-
-(users.membership.apply)=
-
-## Applying for membership
-
-To become a LEAP member please use the [Application Form](https://forms.gle/RpeaMZh5btTdZtzu8).
-
-Once you have applied for membership, it will take a few days until you can be approved. Please watch out for email from LEAP that contains instructions on how to proceed.
-
-## Termination of Access
-
-Users who violate usage policies will have their access suspended pending investigation.
-The LEAP Director of Data and Computing decides if a policy has been violated and
-may suspend or terminate access to LEAP-Pangeo at any time.
-
-## Offboarding Process
-
-Users may also be transferred from e.g. the Education Category to the Community Category
-when their termed access ends.
-Removing a user from the corresponding team is sufficient to disable their access
-to those resources.
-Removing a user from the `leap-pangeo-users` group entirely will disable their access
-completely.
-An automated process will delete user data from the hub one month after a user
-is removed from the `leap-pangeo-users` group.
diff --git a/_preview/205/_sources/references.md b/_preview/205/_sources/references.md
deleted file mode 100644
index d977a9bd..00000000
--- a/_preview/205/_sources/references.md
+++ /dev/null
@@ -1,4 +0,0 @@
-# References
-
-```{bibliography}
-```
diff --git a/_preview/205/_sources/support.rst b/_preview/205/_sources/support.rst
deleted file mode 100644
index cf0d7d4c..00000000
--- a/_preview/205/_sources/support.rst
+++ /dev/null
@@ -1,91 +0,0 @@
-Getting Help
-============
-
-For questions about how to use the Hub, please choose from the following resources
-
-- Always check the :doc:`FAQ page <../guides/faq>` first
-
-- Use the `LEAP-Pangeo Discussion Forum <https://github.com/leap-stc/leap-stc.github.io/discussions>`_ to search for previous topics or post new ones
-
-- Join the LEAP Slack and post an issue in the ``'#leap-pangeo'`` channel.
-
-- Reach out to the :ref:`support.data_compute_team` by mentioning ``'@data-and-compute'`` on the LEAP slack channel
-
-- Tag ``'@leap-stc/data-and-compute'`` in a Github issue.
-
-
-Office Hours
-~~~~~~~~~~~~
-We also offer in-person and virtual Office Hours on Thursdays for questions about LEAP-Pangeo.
-You can reserve an appointment `here <https://app.reclaim.ai/m/leap-pangeo-office-hours>`_.
-
-LEAP Pangeo Community Hours
-~~~~~~~~~~~~~~~~~~~~~~~~~~~
-We run a monthly LEAP Pangeo community event, where we'll work together on everything LEAP Pangeo! This event is open to all, and is currently in-person only (with virtual options in development). Watch out for dates in the regular LEAP emails.
-
-If you have a problem with the hub, want to learn how to make your workflow more efficient, or just take an hour to connect with other LEAP folks and code together, bring your laptop and come by! 
-
-This event is open to all skill levels — we aim to make it a fun, collaborative and no-stress event. We’ll have snacks, too! 
-
-👀 **Keep an eye out for upcoming dates in the email newsletter** 🗞️
-
-.. _support.data_compute_team:
-
-Data and Computation Team
--------------------------
-
-.. jinja:: team-data
-
-  {% for person in people %}
-
-  {{ person.name }} ({{ person.org }})
-  ~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
-
-  {% if person.role %}
-  {{ person.role }}
-  {% endif %}
-  {% if person.pic %}
-  .. image:: images/{{ person.pic }}
-     :width: 200px
-     :alt: {{ person.name }}
-     :class: biopic
-  {% endif %}
-  |
-  {% if person.slack_id %}
-  .. image:: https://img.shields.io/static/v1?label=&message=Slack&color=0077B5&style=flat-square&logo=slack
-      :alt: Slack DM
-      :target: https://leap-nsf-stc.slack.com/team/{{ person.slack_id }}
-  
-  {% endif %}
-
-  {% if person.pronouns %}
-  .. image:: https://img.shields.io/static/v1?label=pronouns&message={{ person.pronouns }}&color=red&style=flat-square
-     :alt: Pronouns
-  {% endif %}
-
-  {% if person.github %}
-  .. image:: https://img.shields.io/github/followers/{{ person.github }}?label=Github&logo=github&style=flat-square
-     :alt: GitHub Profile
-     :target: http://github.com/{{ person.github }}
-  {% endif %}
-
-  {% if person.twitter %}
-  .. image:: https://img.shields.io/twitter/follow/{{ person.twitter }}?logo=twitter&style=flat-square
-      :alt: Twitter
-      :target: https://twitter.com/{{ person.twitter }}
-  {% endif %}
-
-  {% if person.linkedin %}
-  .. image:: https://img.shields.io/static/v1?label=&message=LinkedIn&color=0077B5&style=flat-square&logo=linkedin
-     :alt: Google Scholar
-     :target: https://www.linkedin.com/in/{{ person.linkedin }}
-  {% endif %}
-
-  {% if person.website %}
-  .. image:: https://img.shields.io/website?style=flat-square&url={{ person.website|urlencode }}
-      :alt: Website
-      :target: {{ person.website }}
-  {% endif %}
-
-  {{ person.bio }}
-  {% endfor %}
diff --git a/_preview/205/_sources/tutorials/getting_started.md b/_preview/205/_sources/tutorials/getting_started.md
deleted file mode 100644
index e8020ddd..00000000
--- a/_preview/205/_sources/tutorials/getting_started.md
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-(tutorial.getting_started)=
-
-# Getting Started
-
-To get started using the hub, check out this video by [James Munroe](https://github.com/jmunroe) from [2i2c](https://2i2c.org) explaining the architecture.
-
-<iframe width="560" height="315" src="https://www.youtube.com/embed/RKXWxtNqWKw" title="YouTube video player" frameborder="0" allow="accelerometer; autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture" allowfullscreen></iframe>
-
-(hub.access)=
-
-## How can I get access to the Hub
-
-Only LEAP members will be able to access the hub. Please [become a member](users.membership.apply) and make sure you accept the [invitation on github](faq.where_is_my_invite) before proceeding
-
-## Hub Usage
-
-This is a rough and ready guide to using the Hub.
-This documentation will be expanded as we learn and evolve.
-Feel free to [edit it yourself](https://github.com/leap-stc/leap-stc.github.io/blob/main/book/leap-pangeo/jupyterhub.md) if you have suggetions for improvement!
-
-(hub:server:login)=
-
-### Logging In
-
-1. 👀 Navigate to <https://leap.2i2c.cloud/> and click the big orange button that says "Log in to continue"
-1. 🔐 You will be prompted to authorize a GitHub application. Say "yes" to everything.
-   Note you must belong to the appropriate GitHub team in order to access the hub.
-   See [](reference.membership.team-resources) for more information.
-1. 📠 You will redirect to a screen with the following options.
-
-<img width="410" alt="image" src="https://github.com/leap-stc/leap-stc.github.io/assets/14314623/088946a1-896f-4ff8-af91-8107c9f14cfd">
-
-> Note: Depending on your [membership](reference.membership.tiers) you might see additional options (e.g. for GPU machines)
-
-You have to make 3 choices here:
-
-- The machine type (Choose between "CPU only" or "GPU" if available)
-  **⚠️The GPU images should be used only when needed to accelerate model training.**
-- The software environment ("Image"). Find more info in the [Software Environment Section](reference.infrastructure.hub.software_env).
-- The node share. These are shared resources, and you should try to use the smallest image you need. You can easily start up a new server with a larger share if you find your work to be limited by CPU/RAM
-
-4. 🕥 Wait for your server to start up. It can take up to few minutes.
-
-#### GPUs
-
-Certain members (see [](reference.membership.team-resources)) have access to server instance with GPU. Currently the GPUs are [Nvidia T4](https://www.nvidia.com/en-us/data-center/tesla-t4/) models. To check what GPU is available on your server you can use [`nvidia-smi`](https://developer.nvidia.com/nvidia-system-management-interface) in the terminal window. You should get output similar to this:
-
-```shell
-
-   nvidia-smi
-   
-   +-----------------------------------------------------------------------------+
-   | NVIDIA-SMI 510.47.03    Driver Version: 510.47.03    CUDA Version: 11.6     |
-   |-------------------------------+----------------------+----------------------+
-   | GPU  Name        Persistence-M| Bus-Id        Disp.A | Volatile Uncorr. ECC |
-   | Fan  Temp  Perf  Pwr:Usage/Cap|         Memory-Usage | GPU-Util  Compute M. |
-   |                               |                      |               MIG M. |
-   |===============================+======================+======================|
-   |   0  Tesla T4            Off  | 00000000:00:04.0 Off |                    0 |
-   | N/A   41C    P8    11W /  70W |      0MiB / 15360MiB |      0%      Default |
-   |                               |                      |                  N/A |
-   +-------------------------------+----------------------+----------------------+
-```
-
-### Using JupyterLab
-
-After your server fires up, you will be dropped into a JupyterLab environment.
-
-If you are new to JupyterLab, you might want to peruse the [user guide](https://jupyterlab.readthedocs.io/en/stable/user/interface.html).
-
-### Shutting Down Your Server
-
-Your server will shut down automatically after a period of inactivity.
-However, if you know you are done working, it's best to shut it down directly.
-To shut it down, go to <https://leap.2i2c.cloud/hub/home> and click the big red button that says "Stop My Server"
-
-<img width="800" alt="image" src="https://user-images.githubusercontent.com/1197350/167768526-7742a260-d353-4bdb-b9d0-36e9cc17aba1.png">
-
-You can also navigate to this page from JupyterLab by clicking the `File` menu and going to `Hub Control Panel`.
diff --git a/_preview/205/_sphinx_design_static/design-style.1e8bd061cd6da7fc9cf755528e8ffc24.min.css b/_preview/205/_sphinx_design_static/design-style.1e8bd061cd6da7fc9cf755528e8ffc24.min.css
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-.sd-bg-primary{background-color:var(--sd-color-primary) !important}.sd-bg-text-primary{color:var(--sd-color-primary-text) !important}button.sd-bg-primary:focus,button.sd-bg-primary:hover{background-color:var(--sd-color-primary-highlight) !important}a.sd-bg-primary:focus,a.sd-bg-primary:hover{background-color:var(--sd-color-primary-highlight) !important}.sd-bg-secondary{background-color:var(--sd-color-secondary) !important}.sd-bg-text-secondary{color:var(--sd-color-secondary-text) !important}button.sd-bg-secondary:focus,button.sd-bg-secondary:hover{background-color:var(--sd-color-secondary-highlight) !important}a.sd-bg-secondary:focus,a.sd-bg-secondary:hover{background-color:var(--sd-color-secondary-highlight) !important}.sd-bg-success{background-color:var(--sd-color-success) !important}.sd-bg-text-success{color:var(--sd-color-success-text) !important}button.sd-bg-success:focus,button.sd-bg-success:hover{background-color:var(--sd-color-success-highlight) 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deleted file mode 100644
index 54b3c463..00000000
--- a/_preview/205/_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<arguments.length&&void 0!==arguments[1]?arguments[1]:{container:document.body},i="";return"string"==typeof t?(e=t,n="rtl"===document.documentElement.getAttribute("dir"),(o=document.createElement("textarea")).style.fontSize="12pt",o.style.border="0",o.style.padding="0",o.style.margin="0",o.style.position="absolute",o.style[n?"right":"left"]="-9999px",n=window.pageYOffset||document.documentElement.scrollTop,o.style.top="".concat(n,"px"),o.setAttribute("readonly",""),o.value=e,o=o,r.container.appendChild(o),i=c()(o),a("copy"),o.remove()):(i=c()(t),a("copy")),i};function r(t){return(r="function"==typeof Symbol&&"symbol"==typeof Symbol.iterator?function(t){return typeof t}:function(t){return t&&"function"==typeof Symbol&&t.constructor===Symbol&&t!==Symbol.prototype?"symbol":typeof t})(t)}var s=function(){var t=0<arguments.length&&void 0!==arguments[0]?arguments[0]:{},e=t.action,n=void 0===e?"copy":e,o=t.container,e=t.target,t=t.text;if("copy"!==n&&"cut"!==n)throw new Error('Invalid "action" value, use either "copy" or "cut"');if(void 0!==e){if(!e||"object"!==r(e)||1!==e.nodeType)throw new Error('Invalid "target" value, use a valid Element');if("copy"===n&&e.hasAttribute("disabled"))throw new Error('Invalid "target" attribute. 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You can\'t cut text from elements with "readonly" or "disabled" attributes')}return t?l(t,{container:o}):e?"cut"===n?f(e):l(e,{container:o}):void 0};function d(t){return(d="function"==typeof Symbol&&"symbol"==typeof Symbol.iterator?function(t){return typeof t}:function(t){return t&&"function"==typeof Symbol&&t.constructor===Symbol&&t!==Symbol.prototype?"symbol":typeof t})(t)}function p(t,e){for(var n=0;n<e.length;n++){var o=e[n];o.enumerable=o.enumerable||!1,o.configurable=!0,"value"in o&&(o.writable=!0),Object.defineProperty(t,o.key,o)}}function y(t,e){return(y=Object.setPrototypeOf||function(t,e){return t.__proto__=e,t})(t,e)}function h(n){var o=function(){if("undefined"==typeof Reflect||!Reflect.construct)return!1;if(Reflect.construct.sham)return!1;if("function"==typeof Proxy)return!0;try{return Date.prototype.toString.call(Reflect.construct(Date,[],function(){})),!0}catch(t){return!1}}();return function(){var t,e=m(n);return t=o?(t=m(this).constructor,Reflect.construct(e,arguments,t)):e.apply(this,arguments),e=this,!(t=t)||"object"!==d(t)&&"function"!=typeof t?function(t){if(void 0!==t)return t;throw new ReferenceError("this hasn't been initialised - super() hasn't been called")}(e):t}}function m(t){return(m=Object.setPrototypeOf?Object.getPrototypeOf:function(t){return t.__proto__||Object.getPrototypeOf(t)})(t)}function v(t,e){t="data-clipboard-".concat(t);if(e.hasAttribute(t))return e.getAttribute(t)}var o=function(){!function(t,e){if("function"!=typeof e&&null!==e)throw new TypeError("Super expression must either be null or a function");t.prototype=Object.create(e&&e.prototype,{constructor:{value:t,writable:!0,configurable:!0}}),e&&y(t,e)}(r,i());var t,e,n,o=h(r);function r(t,e){var n;return function(t){if(!(t instanceof r))throw new TypeError("Cannot call a class as a function")}(this),(n=o.call(this)).resolveOptions(e),n.listenClick(t),n}return t=r,n=[{key:"copy",value:function(t){var e=1<arguments.length&&void 0!==arguments[1]?arguments[1]:{container:document.body};return l(t,e)}},{key:"cut",value:function(t){return f(t)}},{key:"isSupported",value:function(){var t=0<arguments.length&&void 0!==arguments[0]?arguments[0]:["copy","cut"],t="string"==typeof t?[t]:t,e=!!document.queryCommandSupported;return t.forEach(function(t){e=e&&!!document.queryCommandSupported(t)}),e}}],(e=[{key:"resolveOptions",value:function(){var t=0<arguments.length&&void 0!==arguments[0]?arguments[0]:{};this.action="function"==typeof t.action?t.action:this.defaultAction,this.target="function"==typeof t.target?t.target:this.defaultTarget,this.text="function"==typeof t.text?t.text:this.defaultText,this.container="object"===d(t.container)?t.container:document.body}},{key:"listenClick",value:function(t){var e=this;this.listener=u()(t,"click",function(t){return e.onClick(t)})}},{key:"onClick",value:function(t){var e=t.delegateTarget||t.currentTarget,t=s({action:this.action(e),container:this.container,target:this.target(e),text:this.text(e)});this.emit(t?"success":"error",{action:this.action,text:t,trigger:e,clearSelection:function(){e&&e.focus(),document.activeElement.blur(),window.getSelection().removeAllRanges()}})}},{key:"defaultAction",value:function(t){return v("action",t)}},{key:"defaultTarget",value:function(t){t=v("target",t);if(t)return document.querySelector(t)}},{key:"defaultText",value:function(t){return v("text",t)}},{key:"destroy",value:function(){this.listener.destroy()}}])&&p(t.prototype,e),n&&p(t,n),r}()},828:function(t){var e;"undefined"==typeof Element||Element.prototype.matches||((e=Element.prototype).matches=e.matchesSelector||e.mozMatchesSelector||e.msMatchesSelector||e.oMatchesSelector||e.webkitMatchesSelector),t.exports=function(t,e){for(;t&&9!==t.nodeType;){if("function"==typeof t.matches&&t.matches(e))return t;t=t.parentNode}}},438:function(t,e,n){var u=n(828);function 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n[t],this}},t.exports=e,t.exports.TinyEmitter=e}},r={},o.n=function(t){var e=t&&t.__esModule?function(){return t.default}:function(){return t};return o.d(e,{a:e}),e},o.d=function(t,e){for(var n in e)o.o(e,n)&&!o.o(t,n)&&Object.defineProperty(t,n,{enumerable:!0,get:e[n]})},o.o=function(t,e){return Object.prototype.hasOwnProperty.call(t,e)},o(686).default;function o(t){if(r[t])return r[t].exports;var e=r[t]={exports:{}};return n[t](e,e.exports,o),e.exports}var n,r});
\ No newline at end of file
diff --git a/_preview/205/_static/copy-button.svg b/_preview/205/_static/copy-button.svg
deleted file mode 100644
index 9c074dae..00000000
--- a/_preview/205/_static/copy-button.svg
+++ /dev/null
@@ -1,5 +0,0 @@
-<svg xmlns="http://www.w3.org/2000/svg" class="icon icon-tabler icon-tabler-copy" width="44" height="44" viewBox="0 0 24 24" stroke-width="1.5" stroke="#000000" fill="none" stroke-linecap="round" stroke-linejoin="round">
-  <path stroke="none" d="M0 0h24v24H0z" fill="none"/>
-  <rect x="8" y="8" width="12" height="12" rx="2" />
-  <path d="M16 8v-2a2 2 0 0 0 -2 -2h-8a2 2 0 0 0 -2 2v8a2 2 0 0 0 2 2h2" />
-</svg>
diff --git a/_preview/205/_static/copybutton.css b/_preview/205/_static/copybutton.css
deleted file mode 100644
index f1916ec7..00000000
--- a/_preview/205/_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:
- *
- * <p class="o-tooltip--left" data-tooltip="Hey">Short</p>
- */
- .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/_preview/205/_static/copybutton.js b/_preview/205/_static/copybutton.js
deleted file mode 100644
index 2ea7ff3e..00000000
--- a/_preview/205/_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 = `<svg xmlns="http://www.w3.org/2000/svg" class="icon icon-tabler icon-tabler-check" width="44" height="44" viewBox="0 0 24 24" stroke-width="2" stroke="#22863a" fill="none" stroke-linecap="round" stroke-linejoin="round">
-  <title>${messages[locale]['copy_success']}</title>
-  <path stroke="none" d="M0 0h24v24H0z" fill="none"/>
-  <path d="M5 12l5 5l10 -10" />
-</svg>`
-
-// If the user specified their own SVG use that, otherwise use the default
-let iconCopy = ``;
-if (!iconCopy) {
-  iconCopy = `<svg xmlns="http://www.w3.org/2000/svg" class="icon icon-tabler icon-tabler-copy" width="44" height="44" viewBox="0 0 24 24" stroke-width="1.5" stroke="#000000" fill="none" stroke-linecap="round" stroke-linejoin="round">
-  <title>${messages[locale]['copy_to_clipboard']}</title>
-  <path stroke="none" d="M0 0h24v24H0z" fill="none"/>
-  <rect x="8" y="8" width="12" height="12" rx="2" />
-  <path d="M16 8v-2a2 2 0 0 0 -2 -2h-8a2 2 0 0 0 -2 2v8a2 2 0 0 0 2 2h2" />
-</svg>`
-}
-
-/**
- * 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${index}`
-
-// Clears selected text since ClipboardJS will select the text when copying
-const clearSelection = () => {
-  if (window.getSelection) {
-    window.getSelection().removeAllRanges()
-  } else if (document.selection) {
-    document.selection.empty()
-  }
-}
-
-// Changes tooltip text for a moment, then changes it back
-// We want the timeout of our `success` class to be a bit shorter than the
-// tooltip and icon change, so that we can hide the icon before changing back.
-var timeoutIcon = 2000;
-var timeoutSuccessClass = 1500;
-
-const temporarilyChangeTooltip = (el, oldText, newText) => {
-  el.setAttribute('data-tooltip', newText)
-  el.classList.add('success')
-  // Remove success a little bit sooner than we change the tooltip
-  // So that we can use CSS to hide the copybutton first
-  setTimeout(() => el.classList.remove('success'), timeoutSuccessClass)
-  setTimeout(() => el.setAttribute('data-tooltip', oldText), timeoutIcon)
-}
-
-// Changes the copy button icon for two seconds, then changes it back
-const temporarilyChangeIcon = (el) => {
-  el.innerHTML = iconCheck;
-  setTimeout(() => {el.innerHTML = iconCopy}, timeoutIcon)
-}
-
-const addCopyButtonToCodeCells = () => {
-  // If ClipboardJS hasn't loaded, wait a bit and try again. This
-  // happens because we load ClipboardJS asynchronously.
-  if (window.ClipboardJS === undefined) {
-    setTimeout(addCopyButtonToCodeCells, 250)
-    return
-  }
-
-  // Add copybuttons to all of our code cells
-  const COPYBUTTON_SELECTOR = 'div.highlight pre';
-  const codeCells = document.querySelectorAll(COPYBUTTON_SELECTOR)
-  codeCells.forEach((codeCell, index) => {
-    const id = codeCellId(index)
-    codeCell.setAttribute('id', id)
-
-    const clipboardButton = id =>
-    `<button class="copybtn o-tooltip--left" data-tooltip="${messages[locale]['copy']}" data-clipboard-target="#${id}">
-      ${iconCopy}
-    </button>`
-    codeCell.insertAdjacentHTML('afterend', clipboardButton(id))
-  })
-
-function escapeRegExp(string) {
-    return string.replace(/[.*+?^${}()|[\]\\]/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/_preview/205/_static/copybutton_funcs.js b/_preview/205/_static/copybutton_funcs.js
deleted file mode 100644
index dbe1aaad..00000000
--- a/_preview/205/_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/_preview/205/_static/css/blank.css b/_preview/205/_static/css/blank.css
deleted file mode 100644
index 8a686ec7..00000000
--- a/_preview/205/_static/css/blank.css
+++ /dev/null
@@ -1,2 +0,0 @@
-/* This file is intentionally left blank to override the stylesheet of the
-parent theme via theme.conf. The parent style we import directly in theme.css */
\ No newline at end of file
diff --git a/_preview/205/_static/css/index.ff1ffe594081f20da1ef19478df9384b.css b/_preview/205/_static/css/index.ff1ffe594081f20da1ef19478df9384b.css
deleted file mode 100644
index 9b1c5d79..00000000
--- a/_preview/205/_static/css/index.ff1ffe594081f20da1ef19478df9384b.css
+++ /dev/null
@@ -1,6 +0,0 @@
-/*!
- * Bootstrap v4.5.0 (https://getbootstrap.com/)
- * Copyright 2011-2020 The Bootstrap Authors
- * Copyright 2011-2020 Twitter, Inc.
- * Licensed under MIT (https://github.com/twbs/bootstrap/blob/master/LICENSE)
- */:root{--blue:#007bff;--indigo:#6610f2;--purple:#6f42c1;--pink:#e83e8c;--red:#dc3545;--orange:#fd7e14;--yellow:#ffc107;--green:#28a745;--teal:#20c997;--cyan:#17a2b8;--white:#fff;--gray:#6c757d;--gray-dark:#343a40;--primary:#007bff;--secondary:#6c757d;--success:#28a745;--info:#17a2b8;--warning:#ffc107;--danger:#dc3545;--light:#f8f9fa;--dark:#343a40;--breakpoint-xs:0;--breakpoint-sm:540px;--breakpoint-md:720px;--breakpoint-lg:960px;--breakpoint-xl:1200px;--font-family-sans-serif:-apple-system,BlinkMacSystemFont,"Segoe UI",Roboto,"Helvetica Neue",Arial,"Noto Sans",sans-serif,"Apple Color Emoji","Segoe UI Emoji","Segoe UI Symbol","Noto Color Emoji";--font-family-monospace:SFMono-Regular,Menlo,Monaco,Consolas,"Liberation Mono","Courier 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solid;border-left-color:rgba(var(--pst-color-admonition-default),1);border-bottom-color:rgba(var(--pst-color-admonition-default),1);border-right-color:rgba(var(--pst-color-admonition-default),1);border-top-color:rgba(var(--pst-color-admonition-default),1);border-radius:.2rem;box-shadow:0 .2rem .5rem rgba(0,0,0,.05),0 0 .0625rem rgba(0,0,0,.1);transition:color .25s,background-color .25s,border-color .25s}.admonition :last-child,div.admonition :last-child{margin-bottom:0}.admonition p.admonition-title~*,div.admonition p.admonition-title~*{padding:0 1.4rem}.admonition>ol,.admonition>ul,div.admonition>ol,div.admonition>ul{margin-left:1em}.admonition>.admonition-title,div.admonition>.admonition-title{position:relative;margin:0 -.6rem;padding:.4rem .6rem .4rem 2rem;font-weight:700;background-color:rgba(var(--pst-color-admonition-default),.1)}.admonition>.admonition-title:before,div.admonition>.admonition-title:before{position:absolute;left:.6rem;width:1rem;height:1rem;color:rgba(var(--pst-color-admonition-default),1);font-family:Font Awesome\ 5 Free;font-weight:900;content:var(--pst-icon-admonition-default)}.admonition>.admonition-title+*,div.admonition>.admonition-title+*{margin-top:.4em}.admonition.attention,div.admonition.attention{border-color:rgba(var(--pst-color-admonition-attention),1)}.admonition.attention>.admonition-title,div.admonition.attention>.admonition-title{background-color:rgba(var(--pst-color-admonition-attention),.1)}.admonition.attention>.admonition-title:before,div.admonition.attention>.admonition-title:before{color:rgba(var(--pst-color-admonition-attention),1);content:var(--pst-icon-admonition-attention)}.admonition.caution,div.admonition.caution{border-color:rgba(var(--pst-color-admonition-caution),1)}.admonition.caution>.admonition-title,div.admonition.caution>.admonition-title{background-color:rgba(var(--pst-color-admonition-caution),.1)}.admonition.caution>.admonition-title:before,div.admonition.caution>.admonition-title:before{color:rgba(var(--pst-color-admonition-caution),1);content:var(--pst-icon-admonition-caution)}.admonition.warning,div.admonition.warning{border-color:rgba(var(--pst-color-admonition-warning),1)}.admonition.warning>.admonition-title,div.admonition.warning>.admonition-title{background-color:rgba(var(--pst-color-admonition-warning),.1)}.admonition.warning>.admonition-title:before,div.admonition.warning>.admonition-title:before{color:rgba(var(--pst-color-admonition-warning),1);content:var(--pst-icon-admonition-warning)}.admonition.danger,div.admonition.danger{border-color:rgba(var(--pst-color-admonition-danger),1)}.admonition.danger>.admonition-title,div.admonition.danger>.admonition-title{background-color:rgba(var(--pst-color-admonition-danger),.1)}.admonition.danger>.admonition-title:before,div.admonition.danger>.admonition-title:before{color:rgba(var(--pst-color-admonition-danger),1);content:var(--pst-icon-admonition-danger)}.admonition.error,div.admonition.error{border-color:rgba(var(--pst-color-admonition-error),1)}.admonition.error>.admonition-title,div.admonition.error>.admonition-title{background-color:rgba(var(--pst-color-admonition-error),.1)}.admonition.error>.admonition-title:before,div.admonition.error>.admonition-title:before{color:rgba(var(--pst-color-admonition-error),1);content:var(--pst-icon-admonition-error)}.admonition.hint,div.admonition.hint{border-color:rgba(var(--pst-color-admonition-hint),1)}.admonition.hint>.admonition-title,div.admonition.hint>.admonition-title{background-color:rgba(var(--pst-color-admonition-hint),.1)}.admonition.hint>.admonition-title:before,div.admonition.hint>.admonition-title:before{color:rgba(var(--pst-color-admonition-hint),1);content:var(--pst-icon-admonition-hint)}.admonition.tip,div.admonition.tip{border-color:rgba(var(--pst-color-admonition-tip),1)}.admonition.tip>.admonition-title,div.admonition.tip>.admonition-title{background-color:rgba(var(--pst-color-admonition-tip),.1)}.admonition.tip>.admonition-title:before,div.admonition.tip>.admonition-title:before{color:rgba(var(--pst-color-admonition-tip),1);content:var(--pst-icon-admonition-tip)}.admonition.important,div.admonition.important{border-color:rgba(var(--pst-color-admonition-important),1)}.admonition.important>.admonition-title,div.admonition.important>.admonition-title{background-color:rgba(var(--pst-color-admonition-important),.1)}.admonition.important>.admonition-title:before,div.admonition.important>.admonition-title:before{color:rgba(var(--pst-color-admonition-important),1);content:var(--pst-icon-admonition-important)}.admonition.note,div.admonition.note{border-color:rgba(var(--pst-color-admonition-note),1)}.admonition.note>.admonition-title,div.admonition.note>.admonition-title{background-color:rgba(var(--pst-color-admonition-note),.1)}.admonition.note>.admonition-title:before,div.admonition.note>.admonition-title:before{color:rgba(var(--pst-color-admonition-note),1);content:var(--pst-icon-admonition-note)}table.field-list{border-collapse:separate;border-spacing:10px;margin-left:1px}table.field-list th.field-name{padding:1px 8px 1px 5px;white-space:nowrap;background-color:#eee}table.field-list td.field-body p{font-style:italic}table.field-list td.field-body p>strong{font-style:normal}table.field-list td.field-body blockquote{border-left:none;margin:0 0 .3em;padding-left:30px}.table.autosummary td:first-child{white-space:nowrap}.sig{font-family:var(--pst-font-family-monospace)}.sig-inline.c-texpr,.sig-inline.cpp-texpr{font-family:unset}.sig.c .k,.sig.c .kt,.sig.c .m,.sig.c .s,.sig.c .sc,.sig.cpp .k,.sig.cpp .kt,.sig.cpp .m,.sig.cpp .s,.sig.cpp .sc{color:rgba(var(--pst-color-text-base),1)}.sig-name{color:rgba(var(--pst-color-inline-code),1)}blockquote{padding:0 1em;color:#6a737d;border-left:.25em solid #dfe2e5}dt.label>span.brackets:not(:only-child):before{content:"["}dt.label>span.brackets:not(:only-child):after{content:"]"}a.footnote-reference{vertical-align:super;font-size:small}div.deprecated{margin-bottom:10px;margin-top:10px;padding:7px;background-color:#f3e5e5;border:1px solid #eed3d7;border-radius:.5rem}div.deprecated p{color:#b94a48;display:inline}.topic{background-color:#eee}.seealso dd{margin-top:0;margin-bottom:0}.viewcode-back{font-family:var(--pst-font-family-base)}.viewcode-block:target{background-color:#f4debf;border-top:1px solid #ac9;border-bottom:1px solid #ac9}span.guilabel{border:1px solid #7fbbe3;background:#e7f2fa;font-size:80%;font-weight:700;border-radius:4px;padding:2.4px 6px;margin:auto 2px}footer{width:100%;border-top:1px solid #ccc;padding:10px}footer .footer-item p{margin-bottom:0}.bd-search{position:relative;padding:1rem 15px;margin-right:-15px;margin-left:-15px}.bd-search .icon{position:absolute;color:#a4a6a7;left:25px;top:25px}.bd-search input{border-radius:0;border:0;border-bottom:1px solid #e5e5e5;padding-left:35px}.bd-toc{-ms-flex-order:2;order:2;height:calc(100vh - 2rem);overflow-y:auto}@supports (position:-webkit-sticky) or (position:sticky){.bd-toc{position:-webkit-sticky;position:sticky;top:calc(var(--pst-header-height) + 20px);height:calc(100vh - 5rem);overflow-y:auto}}.bd-toc .onthispage{color:#a4a6a7}.section-nav{padding-left:0;border-left:1px solid #eee;border-bottom:none}.section-nav ul{padding-left:1rem}.toc-entry,.toc-entry a{display:block}.toc-entry a{padding:.125rem 1.5rem;color:rgba(var(--pst-color-toc-link),1)}@media (min-width:1200px){.toc-entry a{padding-right:0}}.toc-entry a:hover{color:rgba(var(--pst-color-toc-link-hover),1);text-decoration:none}.bd-sidebar{padding-top:1em}@media (min-width:720px){.bd-sidebar{border-right:1px solid rgba(0,0,0,.1)}@supports (position:-webkit-sticky) or (position:sticky){.bd-sidebar{position:-webkit-sticky;position:sticky;top:calc(var(--pst-header-height) + 20px);z-index:1000;height:calc(100vh - var(--pst-header-height) - 20px)}}}.bd-sidebar.no-sidebar{border-right:0}.bd-links{padding-top:1rem;padding-bottom:1rem;margin-right:-15px;margin-left:-15px}@media (min-width:720px){.bd-links{display:block}@supports (position:-webkit-sticky) or (position:sticky){.bd-links{max-height:calc(100vh - 11rem);overflow-y:auto}}}.bd-sidenav{display:none}.bd-content{padding-top:20px}.bd-content .section{max-width:100%}.bd-content .section table{display:block;overflow:auto}.bd-toc-link{display:block;padding:.25rem 1.5rem;font-weight:600;color:rgba(0,0,0,.65)}.bd-toc-link:hover{color:rgba(0,0,0,.85);text-decoration:none}.bd-toc-item.active{margin-bottom:1rem}.bd-toc-item.active:not(:first-child){margin-top:1rem}.bd-toc-item.active>.bd-toc-link{color:rgba(0,0,0,.85)}.bd-toc-item.active>.bd-toc-link:hover{background-color:transparent}.bd-toc-item.active>.bd-sidenav{display:block}nav.bd-links p.caption{font-size:var(--pst-sidebar-caption-font-size);text-transform:uppercase;font-weight:700;position:relative;margin-top:1.25em;margin-bottom:.5em;padding:0 1.5rem;color:rgba(var(--pst-color-sidebar-caption),1)}nav.bd-links p.caption:first-child{margin-top:0}.bd-sidebar .nav{font-size:var(--pst-sidebar-font-size)}.bd-sidebar .nav ul{list-style:none;padding:0 0 0 1.5rem}.bd-sidebar .nav li>a{display:block;padding:.25rem 1.5rem;color:rgba(var(--pst-color-sidebar-link),1)}.bd-sidebar .nav li>a:hover{color:rgba(var(--pst-color-sidebar-link-hover),1);text-decoration:none;background-color:transparent}.bd-sidebar .nav li>a.reference.external:after{font-family:Font Awesome\ 5 Free;font-weight:900;content:"\f35d";font-size:.75em;margin-left:.3em}.bd-sidebar .nav .active:hover>a,.bd-sidebar .nav .active>a{font-weight:600;color:rgba(var(--pst-color-sidebar-link-active),1)}.toc-h2{font-size:.85rem}.toc-h3{font-size:.75rem}.toc-h4{font-size:.65rem}.toc-entry>.nav-link.active{font-weight:600;color:#130654;color:rgba(var(--pst-color-toc-link-active),1);background-color:transparent;border-left:2px solid rgba(var(--pst-color-toc-link-active),1)}.nav-link:hover{border-style:none}#navbar-main-elements li.nav-item i{font-size:.7rem;padding-left:2px;vertical-align:middle}.bd-toc .nav .nav{display:none}.bd-toc .nav .nav.visible,.bd-toc .nav>.active>ul{display:block}.prev-next-area{margin:20px 0}.prev-next-area p{margin:0 .3em;line-height:1.3em}.prev-next-area i{font-size:1.2em}.prev-next-area a{display:flex;align-items:center;border:none;padding:10px;max-width:45%;overflow-x:hidden;color:rgba(0,0,0,.65);text-decoration:none}.prev-next-area a p.prev-next-title{color:rgba(var(--pst-color-link),1);font-weight:600;font-size:1.1em}.prev-next-area a:hover p.prev-next-title{text-decoration:underline}.prev-next-area a .prev-next-info{flex-direction:column;margin:0 .5em}.prev-next-area a .prev-next-info .prev-next-subtitle{text-transform:capitalize}.prev-next-area a.left-prev{float:left}.prev-next-area a.right-next{float:right}.prev-next-area a.right-next div.prev-next-info{text-align:right}.alert{padding-bottom:0}.alert-info a{color:#e83e8c}#navbar-icon-links i.fa,#navbar-icon-links i.fab,#navbar-icon-links i.far,#navbar-icon-links i.fas{vertical-align:middle;font-style:normal;font-size:1.5rem;line-height:1.25}#navbar-icon-links i.fa-github-square:before{color:#333}#navbar-icon-links i.fa-twitter-square:before{color:#55acee}#navbar-icon-links i.fa-gitlab:before{color:#548}#navbar-icon-links i.fa-bitbucket:before{color:#0052cc}.tocsection{border-left:1px solid #eee;padding:.3rem 1.5rem}.tocsection i{padding-right:.5rem}.editthispage{padding-top:2rem}.editthispage a{color:var(--pst-color-sidebar-link-active)}.xr-wrap[hidden]{display:block!important}.toctree-checkbox{position:absolute;display:none}.toctree-checkbox~ul{display:none}.toctree-checkbox~label i{transform:rotate(0deg)}.toctree-checkbox:checked~ul{display:block}.toctree-checkbox:checked~label i{transform:rotate(180deg)}.bd-sidebar li{position:relative}.bd-sidebar label{position:absolute;top:0;right:0;height:30px;width:30px;cursor:pointer;display:flex;justify-content:center;align-items:center}.bd-sidebar label:hover{background:rgba(var(--pst-color-sidebar-expander-background-hover),1)}.bd-sidebar label i{display:inline-block;font-size:.75rem;text-align:center}.bd-sidebar label i:hover{color:rgba(var(--pst-color-sidebar-link-hover),1)}.bd-sidebar li.has-children>.reference{padding-right:30px}div.doctest>div.highlight span.gp,span.linenos,table.highlighttable td.linenos{user-select:none;-webkit-user-select:text;-webkit-user-select:none;-moz-user-select:none;-ms-user-select:none}.docutils.container{padding-left:unset;padding-right:unset}
\ No newline at end of file
diff --git a/_preview/205/_static/css/theme.css b/_preview/205/_static/css/theme.css
deleted file mode 100644
index 2e03fe37..00000000
--- a/_preview/205/_static/css/theme.css
+++ /dev/null
@@ -1,120 +0,0 @@
-/* Provided by the Sphinx base theme template at build time */
-@import "../basic.css";
-
-:root {
-  /*****************************************************************************
-  * Theme config
-  **/
-  --pst-header-height: 60px;
-
-  /*****************************************************************************
-  * Font size
-  **/
-  --pst-font-size-base: 15px; /* base font size - applied at body / html level */
-
-  /* heading font sizes */
-  --pst-font-size-h1: 36px;
-  --pst-font-size-h2: 32px;
-  --pst-font-size-h3: 26px;
-  --pst-font-size-h4: 21px;
-  --pst-font-size-h5: 18px;
-  --pst-font-size-h6: 16px;
-
-  /* smaller then heading font sizes*/
-  --pst-font-size-milli: 12px;
-
-  --pst-sidebar-font-size: .9em;
-  --pst-sidebar-caption-font-size: .9em;
-
-  /*****************************************************************************
-  * Font family
-  **/
-  /* These are adapted from https://systemfontstack.com/ */
-  --pst-font-family-base-system: -apple-system, BlinkMacSystemFont, Segoe UI, "Helvetica Neue",
-    Arial, sans-serif, Apple Color Emoji, Segoe UI Emoji, Segoe UI Symbol;
-  --pst-font-family-monospace-system: "SFMono-Regular", Menlo, Consolas, Monaco,
-    Liberation Mono, Lucida Console, monospace;
-
-  --pst-font-family-base: var(--pst-font-family-base-system);
-  --pst-font-family-heading: var(--pst-font-family-base);
-  --pst-font-family-monospace: var(--pst-font-family-monospace-system);
-
-  /*****************************************************************************
-  * Color
-  * 
-  * Colors are defined in rgb string way, "red, green, blue"
-  **/
-  --pst-color-primary: 19, 6, 84;
-  --pst-color-success: 40, 167, 69;
-  --pst-color-info: 0, 123, 255;  /*23, 162, 184;*/
-  --pst-color-warning: 255, 193, 7;
-  --pst-color-danger: 220, 53, 69;
-  --pst-color-text-base: 51, 51, 51;
-
-  --pst-color-h1: var(--pst-color-primary);
-  --pst-color-h2: var(--pst-color-primary);
-  --pst-color-h3: var(--pst-color-text-base);
-  --pst-color-h4: var(--pst-color-text-base);
-  --pst-color-h5: var(--pst-color-text-base);
-  --pst-color-h6: var(--pst-color-text-base);
-  --pst-color-paragraph: var(--pst-color-text-base);
-  --pst-color-link: 0, 91, 129;
-  --pst-color-link-hover: 227, 46, 0;
-  --pst-color-headerlink: 198, 15, 15;
-  --pst-color-headerlink-hover: 255, 255, 255;
-  --pst-color-preformatted-text: 34, 34, 34;
-  --pst-color-preformatted-background: 250, 250, 250;
-  --pst-color-inline-code: 232, 62, 140;
-
-  --pst-color-active-navigation: 19, 6, 84;
-  --pst-color-navbar-link: 77, 77, 77;
-  --pst-color-navbar-link-hover: var(--pst-color-active-navigation);
-  --pst-color-navbar-link-active: var(--pst-color-active-navigation);
-  --pst-color-sidebar-link: 77, 77, 77;
-  --pst-color-sidebar-link-hover: var(--pst-color-active-navigation);
-  --pst-color-sidebar-link-active: var(--pst-color-active-navigation);
-  --pst-color-sidebar-expander-background-hover: 244, 244, 244;
-  --pst-color-sidebar-caption: 77, 77, 77;
-  --pst-color-toc-link: 119, 117, 122;
-  --pst-color-toc-link-hover: var(--pst-color-active-navigation);
-  --pst-color-toc-link-active: var(--pst-color-active-navigation);
-
-  /*****************************************************************************
-  * Icon
-  **/
-
-  /* font awesome icons*/
-  --pst-icon-check-circle: '\f058';
-  --pst-icon-info-circle: '\f05a';
-  --pst-icon-exclamation-triangle: '\f071';
-  --pst-icon-exclamation-circle: '\f06a';
-  --pst-icon-times-circle: '\f057';
-  --pst-icon-lightbulb: '\f0eb';
-
-  /*****************************************************************************
-  * Admonitions
-  **/
-
-  --pst-color-admonition-default: var(--pst-color-info);
-  --pst-color-admonition-note: var(--pst-color-info);
-  --pst-color-admonition-attention: var(--pst-color-warning);
-  --pst-color-admonition-caution: var(--pst-color-warning);
-  --pst-color-admonition-warning: var(--pst-color-warning);
-  --pst-color-admonition-danger: var(--pst-color-danger);
-  --pst-color-admonition-error: var(--pst-color-danger);
-  --pst-color-admonition-hint: var(--pst-color-success);
-  --pst-color-admonition-tip: var(--pst-color-success);
-  --pst-color-admonition-important: var(--pst-color-success);
-
-  --pst-icon-admonition-default: var(--pst-icon-info-circle);
-  --pst-icon-admonition-note: var(--pst-icon-info-circle);
-  --pst-icon-admonition-attention: var(--pst-icon-exclamation-circle);
-  --pst-icon-admonition-caution: var(--pst-icon-exclamation-triangle);
-  --pst-icon-admonition-warning: var(--pst-icon-exclamation-triangle);
-  --pst-icon-admonition-danger: var(--pst-icon-exclamation-triangle);
-  --pst-icon-admonition-error: var(--pst-icon-times-circle);
-  --pst-icon-admonition-hint: var(--pst-icon-lightbulb);
-  --pst-icon-admonition-tip: var(--pst-icon-lightbulb);
-  --pst-icon-admonition-important: var(--pst-icon-exclamation-circle);
-
-}
diff --git a/_preview/205/_static/design-style.1e8bd061cd6da7fc9cf755528e8ffc24.min.css b/_preview/205/_static/design-style.1e8bd061cd6da7fc9cf755528e8ffc24.min.css
deleted file mode 100644
index eb19f698..00000000
--- a/_preview/205/_static/design-style.1e8bd061cd6da7fc9cf755528e8ffc24.min.css
+++ /dev/null
@@ -1 +0,0 @@
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diff --git a/_preview/205/_static/design-tabs.js b/_preview/205/_static/design-tabs.js
deleted file mode 100644
index 36b38cf0..00000000
--- a/_preview/205/_static/design-tabs.js
+++ /dev/null
@@ -1,27 +0,0 @@
-var sd_labels_by_text = {};
-
-function ready() {
-  const li = document.getElementsByClassName("sd-tab-label");
-  for (const label of li) {
-    syncId = label.getAttribute("data-sync-id");
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-        sd_labels_by_text[syncId] = [];
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-      sd_labels_by_text[syncId].push(label);
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-function onLabelClick() {
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-  syncId = this.getAttribute("data-sync-id");
-  for (label of sd_labels_by_text[syncId]) {
-    if (label === this) continue;
-    label.previousElementSibling.checked = true;
-  }
-  window.localStorage.setItem("sphinx-design-last-tab", syncId);
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-document.addEventListener("DOMContentLoaded", ready, false);
diff --git a/_preview/205/_static/doctools.js b/_preview/205/_static/doctools.js
deleted file mode 100644
index e1bfd708..00000000
--- a/_preview/205/_static/doctools.js
+++ /dev/null
@@ -1,358 +0,0 @@
-/*
- * doctools.js
- * ~~~~~~~~~~~
- *
- * Sphinx JavaScript utilities for all documentation.
- *
- * :copyright: Copyright 2007-2022 by the Sphinx team, see AUTHORS.
- * :license: BSD, see LICENSE for details.
- *
- */
-
-/**
- * select a different prefix for underscore
- */
-$u = _.noConflict();
-
-/**
- * make the code below compatible with browsers without
- * an installed firebug like debugger
-if (!window.console || !console.firebug) {
-  var names = ["log", "debug", "info", "warn", "error", "assert", "dir",
-    "dirxml", "group", "groupEnd", "time", "timeEnd", "count", "trace",
-    "profile", "profileEnd"];
-  window.console = {};
-  for (var i = 0; i < names.length; ++i)
-    window.console[names[i]] = function() {};
-}
- */
-
-/**
- * small helper function to urldecode strings
- *
- * See https://developer.mozilla.org/en-US/docs/Web/JavaScript/Reference/Global_Objects/decodeURIComponent#Decoding_query_parameters_from_a_URL
- */
-jQuery.urldecode = function(x) {
-  if (!x) {
-    return x
-  }
-  return decodeURIComponent(x.replace(/\+/g, ' '));
-};
-
-/**
- * small helper function to urlencode strings
- */
-jQuery.urlencode = encodeURIComponent;
-
-/**
- * This function returns the parsed url parameters of the
- * current request. Multiple values per key are supported,
- * it will always return arrays of strings for the value parts.
- */
-jQuery.getQueryParameters = function(s) {
-  if (typeof s === 'undefined')
-    s = document.location.search;
-  var parts = s.substr(s.indexOf('?') + 1).split('&');
-  var result = {};
-  for (var i = 0; i < parts.length; i++) {
-    var tmp = parts[i].split('=', 2);
-    var key = jQuery.urldecode(tmp[0]);
-    var value = jQuery.urldecode(tmp[1]);
-    if (key in result)
-      result[key].push(value);
-    else
-      result[key] = [value];
-  }
-  return result;
-};
-
-/**
- * highlight a given string on a jquery object by wrapping it in
- * span elements with the given class name.
- */
-jQuery.fn.highlightText = function(text, className) {
-  function highlight(node, addItems) {
-    if (node.nodeType === 3) {
-      var val = node.nodeValue;
-      var pos = val.toLowerCase().indexOf(text);
-      if (pos >= 0 &&
-          !jQuery(node.parentNode).hasClass(className) &&
-          !jQuery(node.parentNode).hasClass("nohighlight")) {
-        var span;
-        var isInSVG = jQuery(node).closest("body, svg, foreignObject").is("svg");
-        if (isInSVG) {
-          span = document.createElementNS("http://www.w3.org/2000/svg", "tspan");
-        } else {
-          span = document.createElement("span");
-          span.className = className;
-        }
-        span.appendChild(document.createTextNode(val.substr(pos, text.length)));
-        node.parentNode.insertBefore(span, node.parentNode.insertBefore(
-          document.createTextNode(val.substr(pos + text.length)),
-          node.nextSibling));
-        node.nodeValue = val.substr(0, pos);
-        if (isInSVG) {
-          var rect = document.createElementNS("http://www.w3.org/2000/svg", "rect");
-          var bbox = node.parentElement.getBBox();
-          rect.x.baseVal.value = bbox.x;
-          rect.y.baseVal.value = bbox.y;
-          rect.width.baseVal.value = bbox.width;
-          rect.height.baseVal.value = bbox.height;
-          rect.setAttribute('class', className);
-          addItems.push({
-              "parent": node.parentNode,
-              "target": rect});
-        }
-      }
-    }
-    else if (!jQuery(node).is("button, select, textarea")) {
-      jQuery.each(node.childNodes, function() {
-        highlight(this, addItems);
-      });
-    }
-  }
-  var addItems = [];
-  var result = this.each(function() {
-    highlight(this, addItems);
-  });
-  for (var i = 0; i < addItems.length; ++i) {
-    jQuery(addItems[i].parent).before(addItems[i].target);
-  }
-  return result;
-};
-
-/*
- * backward compatibility for jQuery.browser
- * This will be supported until firefox bug is fixed.
- */
-if (!jQuery.browser) {
-  jQuery.uaMatch = function(ua) {
-    ua = ua.toLowerCase();
-
-    var match = /(chrome)[ \/]([\w.]+)/.exec(ua) ||
-      /(webkit)[ \/]([\w.]+)/.exec(ua) ||
-      /(opera)(?:.*version|)[ \/]([\w.]+)/.exec(ua) ||
-      /(msie) ([\w.]+)/.exec(ua) ||
-      ua.indexOf("compatible") < 0 && /(mozilla)(?:.*? rv:([\w.]+)|)/.exec(ua) ||
-      [];
-
-    return {
-      browser: match[ 1 ] || "",
-      version: match[ 2 ] || "0"
-    };
-  };
-  jQuery.browser = {};
-  jQuery.browser[jQuery.uaMatch(navigator.userAgent).browser] = true;
-}
-
-/**
- * Small JavaScript module for the documentation.
- */
-var Documentation = {
-
-  init : function() {
-    this.fixFirefoxAnchorBug();
-    this.highlightSearchWords();
-    this.initIndexTable();
-    this.initOnKeyListeners();
-  },
-
-  /**
-   * i18n support
-   */
-  TRANSLATIONS : {},
-  PLURAL_EXPR : function(n) { return 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 : function(string) {
-    var translated = Documentation.TRANSLATIONS[string];
-    if (typeof translated === 'undefined')
-      return string;
-    return (typeof translated === 'string') ? translated : translated[0];
-  },
-
-  ngettext : function(singular, plural, n) {
-    var translated = Documentation.TRANSLATIONS[singular];
-    if (typeof translated === 'undefined')
-      return (n == 1) ? singular : plural;
-    return translated[Documentation.PLURALEXPR(n)];
-  },
-
-  addTranslations : function(catalog) {
-    for (var key in catalog.messages)
-      this.TRANSLATIONS[key] = catalog.messages[key];
-    this.PLURAL_EXPR = new Function('n', 'return +(' + catalog.plural_expr + ')');
-    this.LOCALE = catalog.locale;
-  },
-
-  /**
-   * add context elements like header anchor links
-   */
-  addContextElements : function() {
-    $('div[id] > :header:first').each(function() {
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-      }, 10);
-      $('<p class="highlight-link"><a href="javascript:Documentation.' +
-        'hideSearchWords()">' + _('Hide Search Matches') + '</a></p>')
-          .appendTo($('#searchbox'));
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-  },
-
-  /**
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-      var idnum = $(this).attr('id').substr(7);
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-      else
-        $(this).attr('src', src.substr(0, src.length-8) + 'minus.png');
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-        togglers.click();
-    }
-  },
-
-  /**
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-  hideSearchWords : function() {
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-    $('span.highlighted').removeClass('highlighted');
-    var url = new URL(window.location);
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-
-   /**
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-
-  /**
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-  makeURL : function(relativeURL) {
-    return DOCUMENTATION_OPTIONS.URL_ROOT + '/' + relativeURL;
-  },
-
-  /**
-   * get the current relative url
-   */
-  getCurrentURL : function() {
-    var path = document.location.pathname;
-    var parts = path.split(/\//);
-    $.each(DOCUMENTATION_OPTIONS.URL_ROOT.split(/\//), function() {
-      if (this === '..')
-        parts.pop();
-    });
-    var url = parts.join('/');
-    return path.substring(url.lastIndexOf('/') + 1, path.length - 1);
-  },
-
-  initOnKeyListeners: function() {
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-        return;
-
-    $(document).keydown(function(event) {
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-      if (activeElementType !== 'TEXTAREA' && activeElementType !== 'INPUT' && activeElementType !== 'SELECT'
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-        if (event.altKey || event.ctrlKey || event.metaKey)
-          return;
-
-          if (!event.shiftKey) {
-            switch (event.key) {
-              case 'ArrowLeft':
-                if (!DOCUMENTATION_OPTIONS.NAVIGATION_WITH_KEYS)
-                  break;
-                var prevHref = $('link[rel="prev"]').prop('href');
-                if (prevHref) {
-                  window.location.href = prevHref;
-                  return false;
-                }
-                break;
-              case 'ArrowRight':
-                if (!DOCUMENTATION_OPTIONS.NAVIGATION_WITH_KEYS)
-                  break;
-                var nextHref = $('link[rel="next"]').prop('href');
-                if (nextHref) {
-                  window.location.href = nextHref;
-                  return false;
-                }
-                break;
-              case 'Escape':
-                if (!DOCUMENTATION_OPTIONS.ENABLE_SEARCH_SHORTCUTS)
-                  break;
-                Documentation.hideSearchWords();
-                return false;
-          }
-        }
-
-        // some keyboard layouts may need Shift to get /
-        switch (event.key) {
-          case '/':
-            if (!DOCUMENTATION_OPTIONS.ENABLE_SEARCH_SHORTCUTS)
-              break;
-            Documentation.focusSearchBar();
-            return false;
-        }
-      }
-    });
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-
-// quick alias for translations
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-
-$(document).ready(function() {
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diff --git a/_preview/205/_static/documentation_options.js b/_preview/205/_static/documentation_options.js
deleted file mode 100644
index 877e3c31..00000000
--- a/_preview/205/_static/documentation_options.js
+++ /dev/null
@@ -1,14 +0,0 @@
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-    VERSION: '',
-    LANGUAGE: 'None',
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deleted file mode 100644
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diff --git a/_preview/205/_static/images/logo_jupyterhub.svg b/_preview/205/_static/images/logo_jupyterhub.svg
deleted file mode 100644
index 60cfe9f2..00000000
--- a/_preview/205/_static/images/logo_jupyterhub.svg
+++ /dev/null
@@ -1 +0,0 @@
-<svg id="Layer_1" data-name="Layer 1" xmlns="http://www.w3.org/2000/svg" width="38.73" height="50" viewBox="0 0 38.73 50"><defs><style>.cls-1{fill:#767677;}.cls-2{fill:#f37726;}.cls-3{fill:#9e9e9e;}.cls-4{fill:#616262;}.cls-5{font-size:17.07px;fill:#fff;font-family:Roboto-Regular, Roboto;}</style></defs><title>logo_jupyterhub</title><g id="Canvas"><path id="path7_fill" data-name="path7 fill" class="cls-1" d="M39.51,3.53a3,3,0,0,1-1.7,2.9A3,3,0,0,1,34.48,6a3,3,0,0,1-.82-3.26,3,3,0,0,1,1.05-1.41A3,3,0,0,1,37.52.86a2.88,2.88,0,0,1,1,.6,3,3,0,0,1,.7.93,3.18,3.18,0,0,1,.28,1.14Z" transform="translate(-1.87 -0.69)"/><path id="path8_fill" data-name="path8 fill" class="cls-2" d="M21.91,38.39c-8,0-15.06-2.87-18.7-7.12a19.93,19.93,0,0,0,37.39,0C37,35.52,30,38.39,21.91,38.39Z" transform="translate(-1.87 -0.69)"/><path id="path9_fill" data-name="path9 fill" class="cls-2" d="M21.91,10.78c8,0,15.05,2.87,18.69,7.12a19.93,19.93,0,0,0-37.39,0C6.85,13.64,13.86,10.78,21.91,10.78Z" transform="translate(-1.87 -0.69)"/><path id="path10_fill" data-name="path10 fill" class="cls-3" d="M10.88,46.66a3.86,3.86,0,0,1-.52,2.15,3.81,3.81,0,0,1-1.62,1.51,3.93,3.93,0,0,1-2.19.34,3.79,3.79,0,0,1-2-.94,3.73,3.73,0,0,1-1.14-1.9,3.79,3.79,0,0,1,.1-2.21,3.86,3.86,0,0,1,1.33-1.78,3.92,3.92,0,0,1,3.54-.53,3.85,3.85,0,0,1,2.14,1.93,3.74,3.74,0,0,1,.37,1.43Z" transform="translate(-1.87 -0.69)"/><path id="path11_fill" data-name="path11 fill" class="cls-4" d="M4.12,9.81A2.18,2.18,0,0,1,2.9,9.48a2.23,2.23,0,0,1-.84-1A2.26,2.26,0,0,1,1.9,7.26a2.13,2.13,0,0,1,.56-1.13,2.18,2.18,0,0,1,2.36-.56,2.13,2.13,0,0,1,1,.76,2.18,2.18,0,0,1,.42,1.2A2.22,2.22,0,0,1,4.12,9.81Z" transform="translate(-1.87 -0.69)"/></g><text class="cls-5" transform="translate(5.24 30.01)">Hub</text></svg>
diff --git a/_preview/205/_static/jquery-3.5.1.js b/_preview/205/_static/jquery-3.5.1.js
deleted file mode 100644
index 50937333..00000000
--- a/_preview/205/_static/jquery-3.5.1.js
+++ /dev/null
@@ -1,10872 +0,0 @@
-/*!
- * jQuery JavaScript Library v3.5.1
- * https://jquery.com/
- *
- * Includes Sizzle.js
- * https://sizzlejs.com/
- *
- * Copyright JS Foundation and other contributors
- * Released under the MIT license
- * https://jquery.org/license
- *
- * Date: 2020-05-04T22:49Z
- */
-( function( global, factory ) {
-
-	"use strict";
-
-	if ( typeof module === "object" && typeof module.exports === "object" ) {
-
-		// For CommonJS and CommonJS-like environments where a proper `window`
-		// is present, execute the factory and get jQuery.
-		// For environments that do not have a `window` with a `document`
-		// (such as Node.js), expose a factory as module.exports.
-		// This accentuates the need for the creation of a real `window`.
-		// e.g. var jQuery = require("jquery")(window);
-		// See ticket #14549 for more info.
-		module.exports = global.document ?
-			factory( global, true ) :
-			function( w ) {
-				if ( !w.document ) {
-					throw new Error( "jQuery requires a window with a document" );
-				}
-				return factory( w );
-			};
-	} else {
-		factory( global );
-	}
-
-// Pass this if window is not defined yet
-} )( typeof window !== "undefined" ? window : this, function( window, noGlobal ) {
-
-// Edge <= 12 - 13+, Firefox <=18 - 45+, IE 10 - 11, Safari 5.1 - 9+, iOS 6 - 9.1
-// throw exceptions when non-strict code (e.g., ASP.NET 4.5) accesses strict mode
-// arguments.callee.caller (trac-13335). But as of jQuery 3.0 (2016), strict mode should be common
-// enough that all such attempts are guarded in a try block.
-"use strict";
-
-var arr = [];
-
-var getProto = Object.getPrototypeOf;
-
-var slice = arr.slice;
-
-var flat = arr.flat ? function( array ) {
-	return arr.flat.call( array );
-} : function( array ) {
-	return arr.concat.apply( [], array );
-};
-
-
-var push = arr.push;
-
-var indexOf = arr.indexOf;
-
-var class2type = {};
-
-var toString = class2type.toString;
-
-var hasOwn = class2type.hasOwnProperty;
-
-var fnToString = hasOwn.toString;
-
-var ObjectFunctionString = fnToString.call( Object );
-
-var support = {};
-
-var isFunction = function isFunction( obj ) {
-
-      // Support: Chrome <=57, Firefox <=52
-      // In some browsers, typeof returns "function" for HTML <object> elements
-      // (i.e., `typeof document.createElement( "object" ) === "function"`).
-      // We don't want to classify *any* DOM node as a function.
-      return typeof obj === "function" && typeof obj.nodeType !== "number";
-  };
-
-
-var isWindow = function isWindow( obj ) {
-		return obj != null && obj === obj.window;
-	};
-
-
-var document = window.document;
-
-
-
-	var preservedScriptAttributes = {
-		type: true,
-		src: true,
-		nonce: true,
-		noModule: true
-	};
-
-	function DOMEval( code, node, doc ) {
-		doc = doc || document;
-
-		var i, val,
-			script = doc.createElement( "script" );
-
-		script.text = code;
-		if ( node ) {
-			for ( i in preservedScriptAttributes ) {
-
-				// Support: Firefox 64+, Edge 18+
-				// Some browsers don't support the "nonce" property on scripts.
-				// On the other hand, just using `getAttribute` is not enough as
-				// the `nonce` attribute is reset to an empty string whenever it
-				// becomes browsing-context connected.
-				// See https://github.com/whatwg/html/issues/2369
-				// See https://html.spec.whatwg.org/#nonce-attributes
-				// The `node.getAttribute` check was added for the sake of
-				// `jQuery.globalEval` so that it can fake a nonce-containing node
-				// via an object.
-				val = node[ i ] || node.getAttribute && node.getAttribute( i );
-				if ( val ) {
-					script.setAttribute( i, val );
-				}
-			}
-		}
-		doc.head.appendChild( script ).parentNode.removeChild( script );
-	}
-
-
-function toType( obj ) {
-	if ( obj == null ) {
-		return obj + "";
-	}
-
-	// Support: Android <=2.3 only (functionish RegExp)
-	return typeof obj === "object" || typeof obj === "function" ?
-		class2type[ toString.call( obj ) ] || "object" :
-		typeof obj;
-}
-/* global Symbol */
-// Defining this global in .eslintrc.json would create a danger of using the global
-// unguarded in another place, it seems safer to define global only for this module
-
-
-
-var
-	version = "3.5.1",
-
-	// Define a local copy of jQuery
-	jQuery = function( selector, context ) {
-
-		// The jQuery object is actually just the init constructor 'enhanced'
-		// Need init if jQuery is called (just allow error to be thrown if not included)
-		return new jQuery.fn.init( selector, context );
-	};
-
-jQuery.fn = jQuery.prototype = {
-
-	// The current version of jQuery being used
-	jquery: version,
-
-	constructor: jQuery,
-
-	// The default length of a jQuery object is 0
-	length: 0,
-
-	toArray: function() {
-		return slice.call( this );
-	},
-
-	// Get the Nth element in the matched element set OR
-	// Get the whole matched element set as a clean array
-	get: function( num ) {
-
-		// Return all the elements in a clean array
-		if ( num == null ) {
-			return slice.call( this );
-		}
-
-		// Return just the one element from the set
-		return num < 0 ? this[ num + this.length ] : this[ num ];
-	},
-
-	// Take an array of elements and push it onto the stack
-	// (returning the new matched element set)
-	pushStack: function( elems ) {
-
-		// Build a new jQuery matched element set
-		var ret = jQuery.merge( this.constructor(), elems );
-
-		// Add the old object onto the stack (as a reference)
-		ret.prevObject = this;
-
-		// Return the newly-formed element set
-		return ret;
-	},
-
-	// Execute a callback for every element in the matched set.
-	each: function( callback ) {
-		return jQuery.each( this, callback );
-	},
-
-	map: function( callback ) {
-		return this.pushStack( jQuery.map( this, function( elem, i ) {
-			return callback.call( elem, i, elem );
-		} ) );
-	},
-
-	slice: function() {
-		return this.pushStack( slice.apply( this, arguments ) );
-	},
-
-	first: function() {
-		return this.eq( 0 );
-	},
-
-	last: function() {
-		return this.eq( -1 );
-	},
-
-	even: function() {
-		return this.pushStack( jQuery.grep( this, function( _elem, i ) {
-			return ( i + 1 ) % 2;
-		} ) );
-	},
-
-	odd: function() {
-		return this.pushStack( jQuery.grep( this, function( _elem, i ) {
-			return i % 2;
-		} ) );
-	},
-
-	eq: function( i ) {
-		var len = this.length,
-			j = +i + ( i < 0 ? len : 0 );
-		return this.pushStack( j >= 0 && j < len ? [ this[ j ] ] : [] );
-	},
-
-	end: function() {
-		return this.prevObject || this.constructor();
-	},
-
-	// For internal use only.
-	// Behaves like an Array's method, not like a jQuery method.
-	push: push,
-	sort: arr.sort,
-	splice: arr.splice
-};
-
-jQuery.extend = jQuery.fn.extend = function() {
-	var options, name, src, copy, copyIsArray, clone,
-		target = arguments[ 0 ] || {},
-		i = 1,
-		length = arguments.length,
-		deep = false;
-
-	// Handle a deep copy situation
-	if ( typeof target === "boolean" ) {
-		deep = target;
-
-		// Skip the boolean and the target
-		target = arguments[ i ] || {};
-		i++;
-	}
-
-	// Handle case when target is a string or something (possible in deep copy)
-	if ( typeof target !== "object" && !isFunction( target ) ) {
-		target = {};
-	}
-
-	// Extend jQuery itself if only one argument is passed
-	if ( i === length ) {
-		target = this;
-		i--;
-	}
-
-	for ( ; i < length; i++ ) {
-
-		// Only deal with non-null/undefined values
-		if ( ( options = arguments[ i ] ) != null ) {
-
-			// Extend the base object
-			for ( name in options ) {
-				copy = options[ name ];
-
-				// Prevent Object.prototype pollution
-				// Prevent never-ending loop
-				if ( name === "__proto__" || target === copy ) {
-					continue;
-				}
-
-				// Recurse if we're merging plain objects or arrays
-				if ( deep && copy && ( jQuery.isPlainObject( copy ) ||
-					( copyIsArray = Array.isArray( copy ) ) ) ) {
-					src = target[ name ];
-
-					// Ensure proper type for the source value
-					if ( copyIsArray && !Array.isArray( src ) ) {
-						clone = [];
-					} else if ( !copyIsArray && !jQuery.isPlainObject( src ) ) {
-						clone = {};
-					} else {
-						clone = src;
-					}
-					copyIsArray = false;
-
-					// Never move original objects, clone them
-					target[ name ] = jQuery.extend( deep, clone, copy );
-
-				// Don't bring in undefined values
-				} else if ( copy !== undefined ) {
-					target[ name ] = copy;
-				}
-			}
-		}
-	}
-
-	// Return the modified object
-	return target;
-};
-
-jQuery.extend( {
-
-	// Unique for each copy of jQuery on the page
-	expando: "jQuery" + ( version + Math.random() ).replace( /\D/g, "" ),
-
-	// Assume jQuery is ready without the ready module
-	isReady: true,
-
-	error: function( msg ) {
-		throw new Error( msg );
-	},
-
-	noop: function() {},
-
-	isPlainObject: function( obj ) {
-		var proto, Ctor;
-
-		// Detect obvious negatives
-		// Use toString instead of jQuery.type to catch host objects
-		if ( !obj || toString.call( obj ) !== "[object Object]" ) {
-			return false;
-		}
-
-		proto = getProto( obj );
-
-		// Objects with no prototype (e.g., `Object.create( null )`) are plain
-		if ( !proto ) {
-			return true;
-		}
-
-		// Objects with prototype are plain iff they were constructed by a global Object function
-		Ctor = hasOwn.call( proto, "constructor" ) && proto.constructor;
-		return typeof Ctor === "function" && fnToString.call( Ctor ) === ObjectFunctionString;
-	},
-
-	isEmptyObject: function( obj ) {
-		var name;
-
-		for ( name in obj ) {
-			return false;
-		}
-		return true;
-	},
-
-	// Evaluates a script in a provided context; falls back to the global one
-	// if not specified.
-	globalEval: function( code, options, doc ) {
-		DOMEval( code, { nonce: options && options.nonce }, doc );
-	},
-
-	each: function( obj, callback ) {
-		var length, i = 0;
-
-		if ( isArrayLike( obj ) ) {
-			length = obj.length;
-			for ( ; i < length; i++ ) {
-				if ( callback.call( obj[ i ], i, obj[ i ] ) === false ) {
-					break;
-				}
-			}
-		} else {
-			for ( i in obj ) {
-				if ( callback.call( obj[ i ], i, obj[ i ] ) === false ) {
-					break;
-				}
-			}
-		}
-
-		return obj;
-	},
-
-	// results is for internal usage only
-	makeArray: function( arr, results ) {
-		var ret = results || [];
-
-		if ( arr != null ) {
-			if ( isArrayLike( Object( arr ) ) ) {
-				jQuery.merge( ret,
-					typeof arr === "string" ?
-					[ arr ] : arr
-				);
-			} else {
-				push.call( ret, arr );
-			}
-		}
-
-		return ret;
-	},
-
-	inArray: function( elem, arr, i ) {
-		return arr == null ? -1 : indexOf.call( arr, elem, i );
-	},
-
-	// Support: Android <=4.0 only, PhantomJS 1 only
-	// push.apply(_, arraylike) throws on ancient WebKit
-	merge: function( first, second ) {
-		var len = +second.length,
-			j = 0,
-			i = first.length;
-
-		for ( ; j < len; j++ ) {
-			first[ i++ ] = second[ j ];
-		}
-
-		first.length = i;
-
-		return first;
-	},
-
-	grep: function( elems, callback, invert ) {
-		var callbackInverse,
-			matches = [],
-			i = 0,
-			length = elems.length,
-			callbackExpect = !invert;
-
-		// Go through the array, only saving the items
-		// that pass the validator function
-		for ( ; i < length; i++ ) {
-			callbackInverse = !callback( elems[ i ], i );
-			if ( callbackInverse !== callbackExpect ) {
-				matches.push( elems[ i ] );
-			}
-		}
-
-		return matches;
-	},
-
-	// arg is for internal usage only
-	map: function( elems, callback, arg ) {
-		var length, value,
-			i = 0,
-			ret = [];
-
-		// Go through the array, translating each of the items to their new values
-		if ( isArrayLike( elems ) ) {
-			length = elems.length;
-			for ( ; i < length; i++ ) {
-				value = callback( elems[ i ], i, arg );
-
-				if ( value != null ) {
-					ret.push( value );
-				}
-			}
-
-		// Go through every key on the object,
-		} else {
-			for ( i in elems ) {
-				value = callback( elems[ i ], i, arg );
-
-				if ( value != null ) {
-					ret.push( value );
-				}
-			}
-		}
-
-		// Flatten any nested arrays
-		return flat( ret );
-	},
-
-	// A global GUID counter for objects
-	guid: 1,
-
-	// jQuery.support is not used in Core but other projects attach their
-	// properties to it so it needs to exist.
-	support: support
-} );
-
-if ( typeof Symbol === "function" ) {
-	jQuery.fn[ Symbol.iterator ] = arr[ Symbol.iterator ];
-}
-
-// Populate the class2type map
-jQuery.each( "Boolean Number String Function Array Date RegExp Object Error Symbol".split( " " ),
-function( _i, name ) {
-	class2type[ "[object " + name + "]" ] = name.toLowerCase();
-} );
-
-function isArrayLike( obj ) {
-
-	// Support: real iOS 8.2 only (not reproducible in simulator)
-	// `in` check used to prevent JIT error (gh-2145)
-	// hasOwn isn't used here due to false negatives
-	// regarding Nodelist length in IE
-	var length = !!obj && "length" in obj && obj.length,
-		type = toType( obj );
-
-	if ( isFunction( obj ) || isWindow( obj ) ) {
-		return false;
-	}
-
-	return type === "array" || length === 0 ||
-		typeof length === "number" && length > 0 && ( length - 1 ) in obj;
-}
-var Sizzle =
-/*!
- * Sizzle CSS Selector Engine v2.3.5
- * https://sizzlejs.com/
- *
- * Copyright JS Foundation and other contributors
- * Released under the MIT license
- * https://js.foundation/
- *
- * Date: 2020-03-14
- */
-( function( window ) {
-var i,
-	support,
-	Expr,
-	getText,
-	isXML,
-	tokenize,
-	compile,
-	select,
-	outermostContext,
-	sortInput,
-	hasDuplicate,
-
-	// Local document vars
-	setDocument,
-	document,
-	docElem,
-	documentIsHTML,
-	rbuggyQSA,
-	rbuggyMatches,
-	matches,
-	contains,
-
-	// Instance-specific data
-	expando = "sizzle" + 1 * new Date(),
-	preferredDoc = window.document,
-	dirruns = 0,
-	done = 0,
-	classCache = createCache(),
-	tokenCache = createCache(),
-	compilerCache = createCache(),
-	nonnativeSelectorCache = createCache(),
-	sortOrder = function( a, b ) {
-		if ( a === b ) {
-			hasDuplicate = true;
-		}
-		return 0;
-	},
-
-	// Instance methods
-	hasOwn = ( {} ).hasOwnProperty,
-	arr = [],
-	pop = arr.pop,
-	pushNative = arr.push,
-	push = arr.push,
-	slice = arr.slice,
-
-	// Use a stripped-down indexOf as it's faster than native
-	// https://jsperf.com/thor-indexof-vs-for/5
-	indexOf = function( list, elem ) {
-		var i = 0,
-			len = list.length;
-		for ( ; i < len; i++ ) {
-			if ( list[ i ] === elem ) {
-				return i;
-			}
-		}
-		return -1;
-	},
-
-	booleans = "checked|selected|async|autofocus|autoplay|controls|defer|disabled|hidden|" +
-		"ismap|loop|multiple|open|readonly|required|scoped",
-
-	// Regular expressions
-
-	// http://www.w3.org/TR/css3-selectors/#whitespace
-	whitespace = "[\\x20\\t\\r\\n\\f]",
-
-	// https://www.w3.org/TR/css-syntax-3/#ident-token-diagram
-	identifier = "(?:\\\\[\\da-fA-F]{1,6}" + whitespace +
-		"?|\\\\[^\\r\\n\\f]|[\\w-]|[^\0-\\x7f])+",
-
-	// Attribute selectors: http://www.w3.org/TR/selectors/#attribute-selectors
-	attributes = "\\[" + whitespace + "*(" + identifier + ")(?:" + whitespace +
-
-		// Operator (capture 2)
-		"*([*^$|!~]?=)" + whitespace +
-
-		// "Attribute values must be CSS identifiers [capture 5]
-		// or strings [capture 3 or capture 4]"
-		"*(?:'((?:\\\\.|[^\\\\'])*)'|\"((?:\\\\.|[^\\\\\"])*)\"|(" + identifier + "))|)" +
-		whitespace + "*\\]",
-
-	pseudos = ":(" + identifier + ")(?:\\((" +
-
-		// To reduce the number of selectors needing tokenize in the preFilter, prefer arguments:
-		// 1. quoted (capture 3; capture 4 or capture 5)
-		"('((?:\\\\.|[^\\\\'])*)'|\"((?:\\\\.|[^\\\\\"])*)\")|" +
-
-		// 2. simple (capture 6)
-		"((?:\\\\.|[^\\\\()[\\]]|" + attributes + ")*)|" +
-
-		// 3. anything else (capture 2)
-		".*" +
-		")\\)|)",
-
-	// Leading and non-escaped trailing whitespace, capturing some non-whitespace characters preceding the latter
-	rwhitespace = new RegExp( whitespace + "+", "g" ),
-	rtrim = new RegExp( "^" + whitespace + "+|((?:^|[^\\\\])(?:\\\\.)*)" +
-		whitespace + "+$", "g" ),
-
-	rcomma = new RegExp( "^" + whitespace + "*," + whitespace + "*" ),
-	rcombinators = new RegExp( "^" + whitespace + "*([>+~]|" + whitespace + ")" + whitespace +
-		"*" ),
-	rdescend = new RegExp( whitespace + "|>" ),
-
-	rpseudo = new RegExp( pseudos ),
-	ridentifier = new RegExp( "^" + identifier + "$" ),
-
-	matchExpr = {
-		"ID": new RegExp( "^#(" + identifier + ")" ),
-		"CLASS": new RegExp( "^\\.(" + identifier + ")" ),
-		"TAG": new RegExp( "^(" + identifier + "|[*])" ),
-		"ATTR": new RegExp( "^" + attributes ),
-		"PSEUDO": new RegExp( "^" + pseudos ),
-		"CHILD": new RegExp( "^:(only|first|last|nth|nth-last)-(child|of-type)(?:\\(" +
-			whitespace + "*(even|odd|(([+-]|)(\\d*)n|)" + whitespace + "*(?:([+-]|)" +
-			whitespace + "*(\\d+)|))" + whitespace + "*\\)|)", "i" ),
-		"bool": new RegExp( "^(?:" + booleans + ")$", "i" ),
-
-		// For use in libraries implementing .is()
-		// We use this for POS matching in `select`
-		"needsContext": new RegExp( "^" + whitespace +
-			"*[>+~]|:(even|odd|eq|gt|lt|nth|first|last)(?:\\(" + whitespace +
-			"*((?:-\\d)?\\d*)" + whitespace + "*\\)|)(?=[^-]|$)", "i" )
-	},
-
-	rhtml = /HTML$/i,
-	rinputs = /^(?:input|select|textarea|button)$/i,
-	rheader = /^h\d$/i,
-
-	rnative = /^[^{]+\{\s*\[native \w/,
-
-	// Easily-parseable/retrievable ID or TAG or CLASS selectors
-	rquickExpr = /^(?:#([\w-]+)|(\w+)|\.([\w-]+))$/,
-
-	rsibling = /[+~]/,
-
-	// CSS escapes
-	// http://www.w3.org/TR/CSS21/syndata.html#escaped-characters
-	runescape = new RegExp( "\\\\[\\da-fA-F]{1,6}" + whitespace + "?|\\\\([^\\r\\n\\f])", "g" ),
-	funescape = function( escape, nonHex ) {
-		var high = "0x" + escape.slice( 1 ) - 0x10000;
-
-		return nonHex ?
-
-			// Strip the backslash prefix from a non-hex escape sequence
-			nonHex :
-
-			// Replace a hexadecimal escape sequence with the encoded Unicode code point
-			// Support: IE <=11+
-			// For values outside the Basic Multilingual Plane (BMP), manually construct a
-			// surrogate pair
-			high < 0 ?
-				String.fromCharCode( high + 0x10000 ) :
-				String.fromCharCode( high >> 10 | 0xD800, high & 0x3FF | 0xDC00 );
-	},
-
-	// CSS string/identifier serialization
-	// https://drafts.csswg.org/cssom/#common-serializing-idioms
-	rcssescape = /([\0-\x1f\x7f]|^-?\d)|^-$|[^\0-\x1f\x7f-\uFFFF\w-]/g,
-	fcssescape = function( ch, asCodePoint ) {
-		if ( asCodePoint ) {
-
-			// U+0000 NULL becomes U+FFFD REPLACEMENT CHARACTER
-			if ( ch === "\0" ) {
-				return "\uFFFD";
-			}
-
-			// Control characters and (dependent upon position) numbers get escaped as code points
-			return ch.slice( 0, -1 ) + "\\" +
-				ch.charCodeAt( ch.length - 1 ).toString( 16 ) + " ";
-		}
-
-		// Other potentially-special ASCII characters get backslash-escaped
-		return "\\" + ch;
-	},
-
-	// Used for iframes
-	// See setDocument()
-	// Removing the function wrapper causes a "Permission Denied"
-	// error in IE
-	unloadHandler = function() {
-		setDocument();
-	},
-
-	inDisabledFieldset = addCombinator(
-		function( elem ) {
-			return elem.disabled === true && elem.nodeName.toLowerCase() === "fieldset";
-		},
-		{ dir: "parentNode", next: "legend" }
-	);
-
-// Optimize for push.apply( _, NodeList )
-try {
-	push.apply(
-		( arr = slice.call( preferredDoc.childNodes ) ),
-		preferredDoc.childNodes
-	);
-
-	// Support: Android<4.0
-	// Detect silently failing push.apply
-	// eslint-disable-next-line no-unused-expressions
-	arr[ preferredDoc.childNodes.length ].nodeType;
-} catch ( e ) {
-	push = { apply: arr.length ?
-
-		// Leverage slice if possible
-		function( target, els ) {
-			pushNative.apply( target, slice.call( els ) );
-		} :
-
-		// Support: IE<9
-		// Otherwise append directly
-		function( target, els ) {
-			var j = target.length,
-				i = 0;
-
-			// Can't trust NodeList.length
-			while ( ( target[ j++ ] = els[ i++ ] ) ) {}
-			target.length = j - 1;
-		}
-	};
-}
-
-function Sizzle( selector, context, results, seed ) {
-	var m, i, elem, nid, match, groups, newSelector,
-		newContext = context && context.ownerDocument,
-
-		// nodeType defaults to 9, since context defaults to document
-		nodeType = context ? context.nodeType : 9;
-
-	results = results || [];
-
-	// Return early from calls with invalid selector or context
-	if ( typeof selector !== "string" || !selector ||
-		nodeType !== 1 && nodeType !== 9 && nodeType !== 11 ) {
-
-		return results;
-	}
-
-	// Try to shortcut find operations (as opposed to filters) in HTML documents
-	if ( !seed ) {
-		setDocument( context );
-		context = context || document;
-
-		if ( documentIsHTML ) {
-
-			// If the selector is sufficiently simple, try using a "get*By*" DOM method
-			// (excepting DocumentFragment context, where the methods don't exist)
-			if ( nodeType !== 11 && ( match = rquickExpr.exec( selector ) ) ) {
-
-				// ID selector
-				if ( ( m = match[ 1 ] ) ) {
-
-					// Document context
-					if ( nodeType === 9 ) {
-						if ( ( elem = context.getElementById( m ) ) ) {
-
-							// Support: IE, Opera, Webkit
-							// TODO: identify versions
-							// getElementById can match elements by name instead of ID
-							if ( elem.id === m ) {
-								results.push( elem );
-								return results;
-							}
-						} else {
-							return results;
-						}
-
-					// Element context
-					} else {
-
-						// Support: IE, Opera, Webkit
-						// TODO: identify versions
-						// getElementById can match elements by name instead of ID
-						if ( newContext && ( elem = newContext.getElementById( m ) ) &&
-							contains( context, elem ) &&
-							elem.id === m ) {
-
-							results.push( elem );
-							return results;
-						}
-					}
-
-				// Type selector
-				} else if ( match[ 2 ] ) {
-					push.apply( results, context.getElementsByTagName( selector ) );
-					return results;
-
-				// Class selector
-				} else if ( ( m = match[ 3 ] ) && support.getElementsByClassName &&
-					context.getElementsByClassName ) {
-
-					push.apply( results, context.getElementsByClassName( m ) );
-					return results;
-				}
-			}
-
-			// Take advantage of querySelectorAll
-			if ( support.qsa &&
-				!nonnativeSelectorCache[ selector + " " ] &&
-				( !rbuggyQSA || !rbuggyQSA.test( selector ) ) &&
-
-				// Support: IE 8 only
-				// Exclude object elements
-				( nodeType !== 1 || context.nodeName.toLowerCase() !== "object" ) ) {
-
-				newSelector = selector;
-				newContext = context;
-
-				// qSA considers elements outside a scoping root when evaluating child or
-				// descendant combinators, which is not what we want.
-				// In such cases, we work around the behavior by prefixing every selector in the
-				// list with an ID selector referencing the scope context.
-				// The technique has to be used as well when a leading combinator is used
-				// as such selectors are not recognized by querySelectorAll.
-				// Thanks to Andrew Dupont for this technique.
-				if ( nodeType === 1 &&
-					( rdescend.test( selector ) || rcombinators.test( selector ) ) ) {
-
-					// Expand context for sibling selectors
-					newContext = rsibling.test( selector ) && testContext( context.parentNode ) ||
-						context;
-
-					// We can use :scope instead of the ID hack if the browser
-					// supports it & if we're not changing the context.
-					if ( newContext !== context || !support.scope ) {
-
-						// Capture the context ID, setting it first if necessary
-						if ( ( nid = context.getAttribute( "id" ) ) ) {
-							nid = nid.replace( rcssescape, fcssescape );
-						} else {
-							context.setAttribute( "id", ( nid = expando ) );
-						}
-					}
-
-					// Prefix every selector in the list
-					groups = tokenize( selector );
-					i = groups.length;
-					while ( i-- ) {
-						groups[ i ] = ( nid ? "#" + nid : ":scope" ) + " " +
-							toSelector( groups[ i ] );
-					}
-					newSelector = groups.join( "," );
-				}
-
-				try {
-					push.apply( results,
-						newContext.querySelectorAll( newSelector )
-					);
-					return results;
-				} catch ( qsaError ) {
-					nonnativeSelectorCache( selector, true );
-				} finally {
-					if ( nid === expando ) {
-						context.removeAttribute( "id" );
-					}
-				}
-			}
-		}
-	}
-
-	// All others
-	return select( selector.replace( rtrim, "$1" ), context, results, seed );
-}
-
-/**
- * Create key-value caches of limited size
- * @returns {function(string, object)} Returns the Object data after storing it on itself with
- *	property name the (space-suffixed) string and (if the cache is larger than Expr.cacheLength)
- *	deleting the oldest entry
- */
-function createCache() {
-	var keys = [];
-
-	function cache( key, value ) {
-
-		// Use (key + " ") to avoid collision with native prototype properties (see Issue #157)
-		if ( keys.push( key + " " ) > Expr.cacheLength ) {
-
-			// Only keep the most recent entries
-			delete cache[ keys.shift() ];
-		}
-		return ( cache[ key + " " ] = value );
-	}
-	return cache;
-}
-
-/**
- * Mark a function for special use by Sizzle
- * @param {Function} fn The function to mark
- */
-function markFunction( fn ) {
-	fn[ expando ] = true;
-	return fn;
-}
-
-/**
- * Support testing using an element
- * @param {Function} fn Passed the created element and returns a boolean result
- */
-function assert( fn ) {
-	var el = document.createElement( "fieldset" );
-
-	try {
-		return !!fn( el );
-	} catch ( e ) {
-		return false;
-	} finally {
-
-		// Remove from its parent by default
-		if ( el.parentNode ) {
-			el.parentNode.removeChild( el );
-		}
-
-		// release memory in IE
-		el = null;
-	}
-}
-
-/**
- * Adds the same handler for all of the specified attrs
- * @param {String} attrs Pipe-separated list of attributes
- * @param {Function} handler The method that will be applied
- */
-function addHandle( attrs, handler ) {
-	var arr = attrs.split( "|" ),
-		i = arr.length;
-
-	while ( i-- ) {
-		Expr.attrHandle[ arr[ i ] ] = handler;
-	}
-}
-
-/**
- * Checks document order of two siblings
- * @param {Element} a
- * @param {Element} b
- * @returns {Number} Returns less than 0 if a precedes b, greater than 0 if a follows b
- */
-function siblingCheck( a, b ) {
-	var cur = b && a,
-		diff = cur && a.nodeType === 1 && b.nodeType === 1 &&
-			a.sourceIndex - b.sourceIndex;
-
-	// Use IE sourceIndex if available on both nodes
-	if ( diff ) {
-		return diff;
-	}
-
-	// Check if b follows a
-	if ( cur ) {
-		while ( ( cur = cur.nextSibling ) ) {
-			if ( cur === b ) {
-				return -1;
-			}
-		}
-	}
-
-	return a ? 1 : -1;
-}
-
-/**
- * Returns a function to use in pseudos for input types
- * @param {String} type
- */
-function createInputPseudo( type ) {
-	return function( elem ) {
-		var name = elem.nodeName.toLowerCase();
-		return name === "input" && elem.type === type;
-	};
-}
-
-/**
- * Returns a function to use in pseudos for buttons
- * @param {String} type
- */
-function createButtonPseudo( type ) {
-	return function( elem ) {
-		var name = elem.nodeName.toLowerCase();
-		return ( name === "input" || name === "button" ) && elem.type === type;
-	};
-}
-
-/**
- * Returns a function to use in pseudos for :enabled/:disabled
- * @param {Boolean} disabled true for :disabled; false for :enabled
- */
-function createDisabledPseudo( disabled ) {
-
-	// Known :disabled false positives: fieldset[disabled] > legend:nth-of-type(n+2) :can-disable
-	return function( elem ) {
-
-		// Only certain elements can match :enabled or :disabled
-		// https://html.spec.whatwg.org/multipage/scripting.html#selector-enabled
-		// https://html.spec.whatwg.org/multipage/scripting.html#selector-disabled
-		if ( "form" in elem ) {
-
-			// Check for inherited disabledness on relevant non-disabled elements:
-			// * listed form-associated elements in a disabled fieldset
-			//   https://html.spec.whatwg.org/multipage/forms.html#category-listed
-			//   https://html.spec.whatwg.org/multipage/forms.html#concept-fe-disabled
-			// * option elements in a disabled optgroup
-			//   https://html.spec.whatwg.org/multipage/forms.html#concept-option-disabled
-			// All such elements have a "form" property.
-			if ( elem.parentNode && elem.disabled === false ) {
-
-				// Option elements defer to a parent optgroup if present
-				if ( "label" in elem ) {
-					if ( "label" in elem.parentNode ) {
-						return elem.parentNode.disabled === disabled;
-					} else {
-						return elem.disabled === disabled;
-					}
-				}
-
-				// Support: IE 6 - 11
-				// Use the isDisabled shortcut property to check for disabled fieldset ancestors
-				return elem.isDisabled === disabled ||
-
-					// Where there is no isDisabled, check manually
-					/* jshint -W018 */
-					elem.isDisabled !== !disabled &&
-					inDisabledFieldset( elem ) === disabled;
-			}
-
-			return elem.disabled === disabled;
-
-		// Try to winnow out elements that can't be disabled before trusting the disabled property.
-		// Some victims get caught in our net (label, legend, menu, track), but it shouldn't
-		// even exist on them, let alone have a boolean value.
-		} else if ( "label" in elem ) {
-			return elem.disabled === disabled;
-		}
-
-		// Remaining elements are neither :enabled nor :disabled
-		return false;
-	};
-}
-
-/**
- * Returns a function to use in pseudos for positionals
- * @param {Function} fn
- */
-function createPositionalPseudo( fn ) {
-	return markFunction( function( argument ) {
-		argument = +argument;
-		return markFunction( function( seed, matches ) {
-			var j,
-				matchIndexes = fn( [], seed.length, argument ),
-				i = matchIndexes.length;
-
-			// Match elements found at the specified indexes
-			while ( i-- ) {
-				if ( seed[ ( j = matchIndexes[ i ] ) ] ) {
-					seed[ j ] = !( matches[ j ] = seed[ j ] );
-				}
-			}
-		} );
-	} );
-}
-
-/**
- * Checks a node for validity as a Sizzle context
- * @param {Element|Object=} context
- * @returns {Element|Object|Boolean} The input node if acceptable, otherwise a falsy value
- */
-function testContext( context ) {
-	return context && typeof context.getElementsByTagName !== "undefined" && context;
-}
-
-// Expose support vars for convenience
-support = Sizzle.support = {};
-
-/**
- * Detects XML nodes
- * @param {Element|Object} elem An element or a document
- * @returns {Boolean} True iff elem is a non-HTML XML node
- */
-isXML = Sizzle.isXML = function( elem ) {
-	var namespace = elem.namespaceURI,
-		docElem = ( elem.ownerDocument || elem ).documentElement;
-
-	// Support: IE <=8
-	// Assume HTML when documentElement doesn't yet exist, such as inside loading iframes
-	// https://bugs.jquery.com/ticket/4833
-	return !rhtml.test( namespace || docElem && docElem.nodeName || "HTML" );
-};
-
-/**
- * Sets document-related variables once based on the current document
- * @param {Element|Object} [doc] An element or document object to use to set the document
- * @returns {Object} Returns the current document
- */
-setDocument = Sizzle.setDocument = function( node ) {
-	var hasCompare, subWindow,
-		doc = node ? node.ownerDocument || node : preferredDoc;
-
-	// Return early if doc is invalid or already selected
-	// Support: IE 11+, Edge 17 - 18+
-	// IE/Edge sometimes throw a "Permission denied" error when strict-comparing
-	// two documents; shallow comparisons work.
-	// eslint-disable-next-line eqeqeq
-	if ( doc == document || doc.nodeType !== 9 || !doc.documentElement ) {
-		return document;
-	}
-
-	// Update global variables
-	document = doc;
-	docElem = document.documentElement;
-	documentIsHTML = !isXML( document );
-
-	// Support: IE 9 - 11+, Edge 12 - 18+
-	// Accessing iframe documents after unload throws "permission denied" errors (jQuery #13936)
-	// Support: IE 11+, Edge 17 - 18+
-	// IE/Edge sometimes throw a "Permission denied" error when strict-comparing
-	// two documents; shallow comparisons work.
-	// eslint-disable-next-line eqeqeq
-	if ( preferredDoc != document &&
-		( subWindow = document.defaultView ) && subWindow.top !== subWindow ) {
-
-		// Support: IE 11, Edge
-		if ( subWindow.addEventListener ) {
-			subWindow.addEventListener( "unload", unloadHandler, false );
-
-		// Support: IE 9 - 10 only
-		} else if ( subWindow.attachEvent ) {
-			subWindow.attachEvent( "onunload", unloadHandler );
-		}
-	}
-
-	// Support: IE 8 - 11+, Edge 12 - 18+, Chrome <=16 - 25 only, Firefox <=3.6 - 31 only,
-	// Safari 4 - 5 only, Opera <=11.6 - 12.x only
-	// IE/Edge & older browsers don't support the :scope pseudo-class.
-	// Support: Safari 6.0 only
-	// Safari 6.0 supports :scope but it's an alias of :root there.
-	support.scope = assert( function( el ) {
-		docElem.appendChild( el ).appendChild( document.createElement( "div" ) );
-		return typeof el.querySelectorAll !== "undefined" &&
-			!el.querySelectorAll( ":scope fieldset div" ).length;
-	} );
-
-	/* Attributes
-	---------------------------------------------------------------------- */
-
-	// Support: IE<8
-	// Verify that getAttribute really returns attributes and not properties
-	// (excepting IE8 booleans)
-	support.attributes = assert( function( el ) {
-		el.className = "i";
-		return !el.getAttribute( "className" );
-	} );
-
-	/* getElement(s)By*
-	---------------------------------------------------------------------- */
-
-	// Check if getElementsByTagName("*") returns only elements
-	support.getElementsByTagName = assert( function( el ) {
-		el.appendChild( document.createComment( "" ) );
-		return !el.getElementsByTagName( "*" ).length;
-	} );
-
-	// Support: IE<9
-	support.getElementsByClassName = rnative.test( document.getElementsByClassName );
-
-	// Support: IE<10
-	// Check if getElementById returns elements by name
-	// The broken getElementById methods don't pick up programmatically-set names,
-	// so use a roundabout getElementsByName test
-	support.getById = assert( function( el ) {
-		docElem.appendChild( el ).id = expando;
-		return !document.getElementsByName || !document.getElementsByName( expando ).length;
-	} );
-
-	// ID filter and find
-	if ( support.getById ) {
-		Expr.filter[ "ID" ] = function( id ) {
-			var attrId = id.replace( runescape, funescape );
-			return function( elem ) {
-				return elem.getAttribute( "id" ) === attrId;
-			};
-		};
-		Expr.find[ "ID" ] = function( id, context ) {
-			if ( typeof context.getElementById !== "undefined" && documentIsHTML ) {
-				var elem = context.getElementById( id );
-				return elem ? [ elem ] : [];
-			}
-		};
-	} else {
-		Expr.filter[ "ID" ] =  function( id ) {
-			var attrId = id.replace( runescape, funescape );
-			return function( elem ) {
-				var node = typeof elem.getAttributeNode !== "undefined" &&
-					elem.getAttributeNode( "id" );
-				return node && node.value === attrId;
-			};
-		};
-
-		// Support: IE 6 - 7 only
-		// getElementById is not reliable as a find shortcut
-		Expr.find[ "ID" ] = function( id, context ) {
-			if ( typeof context.getElementById !== "undefined" && documentIsHTML ) {
-				var node, i, elems,
-					elem = context.getElementById( id );
-
-				if ( elem ) {
-
-					// Verify the id attribute
-					node = elem.getAttributeNode( "id" );
-					if ( node && node.value === id ) {
-						return [ elem ];
-					}
-
-					// Fall back on getElementsByName
-					elems = context.getElementsByName( id );
-					i = 0;
-					while ( ( elem = elems[ i++ ] ) ) {
-						node = elem.getAttributeNode( "id" );
-						if ( node && node.value === id ) {
-							return [ elem ];
-						}
-					}
-				}
-
-				return [];
-			}
-		};
-	}
-
-	// Tag
-	Expr.find[ "TAG" ] = support.getElementsByTagName ?
-		function( tag, context ) {
-			if ( typeof context.getElementsByTagName !== "undefined" ) {
-				return context.getElementsByTagName( tag );
-
-			// DocumentFragment nodes don't have gEBTN
-			} else if ( support.qsa ) {
-				return context.querySelectorAll( tag );
-			}
-		} :
-
-		function( tag, context ) {
-			var elem,
-				tmp = [],
-				i = 0,
-
-				// By happy coincidence, a (broken) gEBTN appears on DocumentFragment nodes too
-				results = context.getElementsByTagName( tag );
-
-			// Filter out possible comments
-			if ( tag === "*" ) {
-				while ( ( elem = results[ i++ ] ) ) {
-					if ( elem.nodeType === 1 ) {
-						tmp.push( elem );
-					}
-				}
-
-				return tmp;
-			}
-			return results;
-		};
-
-	// Class
-	Expr.find[ "CLASS" ] = support.getElementsByClassName && function( className, context ) {
-		if ( typeof context.getElementsByClassName !== "undefined" && documentIsHTML ) {
-			return context.getElementsByClassName( className );
-		}
-	};
-
-	/* QSA/matchesSelector
-	---------------------------------------------------------------------- */
-
-	// QSA and matchesSelector support
-
-	// matchesSelector(:active) reports false when true (IE9/Opera 11.5)
-	rbuggyMatches = [];
-
-	// qSa(:focus) reports false when true (Chrome 21)
-	// We allow this because of a bug in IE8/9 that throws an error
-	// whenever `document.activeElement` is accessed on an iframe
-	// So, we allow :focus to pass through QSA all the time to avoid the IE error
-	// See https://bugs.jquery.com/ticket/13378
-	rbuggyQSA = [];
-
-	if ( ( support.qsa = rnative.test( document.querySelectorAll ) ) ) {
-
-		// Build QSA regex
-		// Regex strategy adopted from Diego Perini
-		assert( function( el ) {
-
-			var input;
-
-			// Select is set to empty string on purpose
-			// This is to test IE's treatment of not explicitly
-			// setting a boolean content attribute,
-			// since its presence should be enough
-			// https://bugs.jquery.com/ticket/12359
-			docElem.appendChild( el ).innerHTML = "<a id='" + expando + "'></a>" +
-				"<select id='" + expando + "-\r\\' msallowcapture=''>" +
-				"<option selected=''></option></select>";
-
-			// Support: IE8, Opera 11-12.16
-			// Nothing should be selected when empty strings follow ^= or $= or *=
-			// The test attribute must be unknown in Opera but "safe" for WinRT
-			// https://msdn.microsoft.com/en-us/library/ie/hh465388.aspx#attribute_section
-			if ( el.querySelectorAll( "[msallowcapture^='']" ).length ) {
-				rbuggyQSA.push( "[*^$]=" + whitespace + "*(?:''|\"\")" );
-			}
-
-			// Support: IE8
-			// Boolean attributes and "value" are not treated correctly
-			if ( !el.querySelectorAll( "[selected]" ).length ) {
-				rbuggyQSA.push( "\\[" + whitespace + "*(?:value|" + booleans + ")" );
-			}
-
-			// Support: Chrome<29, Android<4.4, Safari<7.0+, iOS<7.0+, PhantomJS<1.9.8+
-			if ( !el.querySelectorAll( "[id~=" + expando + "-]" ).length ) {
-				rbuggyQSA.push( "~=" );
-			}
-
-			// Support: IE 11+, Edge 15 - 18+
-			// IE 11/Edge don't find elements on a `[name='']` query in some cases.
-			// Adding a temporary attribute to the document before the selection works
-			// around the issue.
-			// Interestingly, IE 10 & older don't seem to have the issue.
-			input = document.createElement( "input" );
-			input.setAttribute( "name", "" );
-			el.appendChild( input );
-			if ( !el.querySelectorAll( "[name='']" ).length ) {
-				rbuggyQSA.push( "\\[" + whitespace + "*name" + whitespace + "*=" +
-					whitespace + "*(?:''|\"\")" );
-			}
-
-			// Webkit/Opera - :checked should return selected option elements
-			// http://www.w3.org/TR/2011/REC-css3-selectors-20110929/#checked
-			// IE8 throws error here and will not see later tests
-			if ( !el.querySelectorAll( ":checked" ).length ) {
-				rbuggyQSA.push( ":checked" );
-			}
-
-			// Support: Safari 8+, iOS 8+
-			// https://bugs.webkit.org/show_bug.cgi?id=136851
-			// In-page `selector#id sibling-combinator selector` fails
-			if ( !el.querySelectorAll( "a#" + expando + "+*" ).length ) {
-				rbuggyQSA.push( ".#.+[+~]" );
-			}
-
-			// Support: Firefox <=3.6 - 5 only
-			// Old Firefox doesn't throw on a badly-escaped identifier.
-			el.querySelectorAll( "\\\f" );
-			rbuggyQSA.push( "[\\r\\n\\f]" );
-		} );
-
-		assert( function( el ) {
-			el.innerHTML = "<a href='' disabled='disabled'></a>" +
-				"<select disabled='disabled'><option/></select>";
-
-			// Support: Windows 8 Native Apps
-			// The type and name attributes are restricted during .innerHTML assignment
-			var input = document.createElement( "input" );
-			input.setAttribute( "type", "hidden" );
-			el.appendChild( input ).setAttribute( "name", "D" );
-
-			// Support: IE8
-			// Enforce case-sensitivity of name attribute
-			if ( el.querySelectorAll( "[name=d]" ).length ) {
-				rbuggyQSA.push( "name" + whitespace + "*[*^$|!~]?=" );
-			}
-
-			// FF 3.5 - :enabled/:disabled and hidden elements (hidden elements are still enabled)
-			// IE8 throws error here and will not see later tests
-			if ( el.querySelectorAll( ":enabled" ).length !== 2 ) {
-				rbuggyQSA.push( ":enabled", ":disabled" );
-			}
-
-			// Support: IE9-11+
-			// IE's :disabled selector does not pick up the children of disabled fieldsets
-			docElem.appendChild( el ).disabled = true;
-			if ( el.querySelectorAll( ":disabled" ).length !== 2 ) {
-				rbuggyQSA.push( ":enabled", ":disabled" );
-			}
-
-			// Support: Opera 10 - 11 only
-			// Opera 10-11 does not throw on post-comma invalid pseudos
-			el.querySelectorAll( "*,:x" );
-			rbuggyQSA.push( ",.*:" );
-		} );
-	}
-
-	if ( ( support.matchesSelector = rnative.test( ( matches = docElem.matches ||
-		docElem.webkitMatchesSelector ||
-		docElem.mozMatchesSelector ||
-		docElem.oMatchesSelector ||
-		docElem.msMatchesSelector ) ) ) ) {
-
-		assert( function( el ) {
-
-			// Check to see if it's possible to do matchesSelector
-			// on a disconnected node (IE 9)
-			support.disconnectedMatch = matches.call( el, "*" );
-
-			// This should fail with an exception
-			// Gecko does not error, returns false instead
-			matches.call( el, "[s!='']:x" );
-			rbuggyMatches.push( "!=", pseudos );
-		} );
-	}
-
-	rbuggyQSA = rbuggyQSA.length && new RegExp( rbuggyQSA.join( "|" ) );
-	rbuggyMatches = rbuggyMatches.length && new RegExp( rbuggyMatches.join( "|" ) );
-
-	/* Contains
-	---------------------------------------------------------------------- */
-	hasCompare = rnative.test( docElem.compareDocumentPosition );
-
-	// Element contains another
-	// Purposefully self-exclusive
-	// As in, an element does not contain itself
-	contains = hasCompare || rnative.test( docElem.contains ) ?
-		function( a, b ) {
-			var adown = a.nodeType === 9 ? a.documentElement : a,
-				bup = b && b.parentNode;
-			return a === bup || !!( bup && bup.nodeType === 1 && (
-				adown.contains ?
-					adown.contains( bup ) :
-					a.compareDocumentPosition && a.compareDocumentPosition( bup ) & 16
-			) );
-		} :
-		function( a, b ) {
-			if ( b ) {
-				while ( ( b = b.parentNode ) ) {
-					if ( b === a ) {
-						return true;
-					}
-				}
-			}
-			return false;
-		};
-
-	/* Sorting
-	---------------------------------------------------------------------- */
-
-	// Document order sorting
-	sortOrder = hasCompare ?
-	function( a, b ) {
-
-		// Flag for duplicate removal
-		if ( a === b ) {
-			hasDuplicate = true;
-			return 0;
-		}
-
-		// Sort on method existence if only one input has compareDocumentPosition
-		var compare = !a.compareDocumentPosition - !b.compareDocumentPosition;
-		if ( compare ) {
-			return compare;
-		}
-
-		// Calculate position if both inputs belong to the same document
-		// Support: IE 11+, Edge 17 - 18+
-		// IE/Edge sometimes throw a "Permission denied" error when strict-comparing
-		// two documents; shallow comparisons work.
-		// eslint-disable-next-line eqeqeq
-		compare = ( a.ownerDocument || a ) == ( b.ownerDocument || b ) ?
-			a.compareDocumentPosition( b ) :
-
-			// Otherwise we know they are disconnected
-			1;
-
-		// Disconnected nodes
-		if ( compare & 1 ||
-			( !support.sortDetached && b.compareDocumentPosition( a ) === compare ) ) {
-
-			// Choose the first element that is related to our preferred document
-			// Support: IE 11+, Edge 17 - 18+
-			// IE/Edge sometimes throw a "Permission denied" error when strict-comparing
-			// two documents; shallow comparisons work.
-			// eslint-disable-next-line eqeqeq
-			if ( a == document || a.ownerDocument == preferredDoc &&
-				contains( preferredDoc, a ) ) {
-				return -1;
-			}
-
-			// Support: IE 11+, Edge 17 - 18+
-			// IE/Edge sometimes throw a "Permission denied" error when strict-comparing
-			// two documents; shallow comparisons work.
-			// eslint-disable-next-line eqeqeq
-			if ( b == document || b.ownerDocument == preferredDoc &&
-				contains( preferredDoc, b ) ) {
-				return 1;
-			}
-
-			// Maintain original order
-			return sortInput ?
-				( indexOf( sortInput, a ) - indexOf( sortInput, b ) ) :
-				0;
-		}
-
-		return compare & 4 ? -1 : 1;
-	} :
-	function( a, b ) {
-
-		// Exit early if the nodes are identical
-		if ( a === b ) {
-			hasDuplicate = true;
-			return 0;
-		}
-
-		var cur,
-			i = 0,
-			aup = a.parentNode,
-			bup = b.parentNode,
-			ap = [ a ],
-			bp = [ b ];
-
-		// Parentless nodes are either documents or disconnected
-		if ( !aup || !bup ) {
-
-			// Support: IE 11+, Edge 17 - 18+
-			// IE/Edge sometimes throw a "Permission denied" error when strict-comparing
-			// two documents; shallow comparisons work.
-			/* eslint-disable eqeqeq */
-			return a == document ? -1 :
-				b == document ? 1 :
-				/* eslint-enable eqeqeq */
-				aup ? -1 :
-				bup ? 1 :
-				sortInput ?
-				( indexOf( sortInput, a ) - indexOf( sortInput, b ) ) :
-				0;
-
-		// If the nodes are siblings, we can do a quick check
-		} else if ( aup === bup ) {
-			return siblingCheck( a, b );
-		}
-
-		// Otherwise we need full lists of their ancestors for comparison
-		cur = a;
-		while ( ( cur = cur.parentNode ) ) {
-			ap.unshift( cur );
-		}
-		cur = b;
-		while ( ( cur = cur.parentNode ) ) {
-			bp.unshift( cur );
-		}
-
-		// Walk down the tree looking for a discrepancy
-		while ( ap[ i ] === bp[ i ] ) {
-			i++;
-		}
-
-		return i ?
-
-			// Do a sibling check if the nodes have a common ancestor
-			siblingCheck( ap[ i ], bp[ i ] ) :
-
-			// Otherwise nodes in our document sort first
-			// Support: IE 11+, Edge 17 - 18+
-			// IE/Edge sometimes throw a "Permission denied" error when strict-comparing
-			// two documents; shallow comparisons work.
-			/* eslint-disable eqeqeq */
-			ap[ i ] == preferredDoc ? -1 :
-			bp[ i ] == preferredDoc ? 1 :
-			/* eslint-enable eqeqeq */
-			0;
-	};
-
-	return document;
-};
-
-Sizzle.matches = function( expr, elements ) {
-	return Sizzle( expr, null, null, elements );
-};
-
-Sizzle.matchesSelector = function( elem, expr ) {
-	setDocument( elem );
-
-	if ( support.matchesSelector && documentIsHTML &&
-		!nonnativeSelectorCache[ expr + " " ] &&
-		( !rbuggyMatches || !rbuggyMatches.test( expr ) ) &&
-		( !rbuggyQSA     || !rbuggyQSA.test( expr ) ) ) {
-
-		try {
-			var ret = matches.call( elem, expr );
-
-			// IE 9's matchesSelector returns false on disconnected nodes
-			if ( ret || support.disconnectedMatch ||
-
-				// As well, disconnected nodes are said to be in a document
-				// fragment in IE 9
-				elem.document && elem.document.nodeType !== 11 ) {
-				return ret;
-			}
-		} catch ( e ) {
-			nonnativeSelectorCache( expr, true );
-		}
-	}
-
-	return Sizzle( expr, document, null, [ elem ] ).length > 0;
-};
-
-Sizzle.contains = function( context, elem ) {
-
-	// Set document vars if needed
-	// Support: IE 11+, Edge 17 - 18+
-	// IE/Edge sometimes throw a "Permission denied" error when strict-comparing
-	// two documents; shallow comparisons work.
-	// eslint-disable-next-line eqeqeq
-	if ( ( context.ownerDocument || context ) != document ) {
-		setDocument( context );
-	}
-	return contains( context, elem );
-};
-
-Sizzle.attr = function( elem, name ) {
-
-	// Set document vars if needed
-	// Support: IE 11+, Edge 17 - 18+
-	// IE/Edge sometimes throw a "Permission denied" error when strict-comparing
-	// two documents; shallow comparisons work.
-	// eslint-disable-next-line eqeqeq
-	if ( ( elem.ownerDocument || elem ) != document ) {
-		setDocument( elem );
-	}
-
-	var fn = Expr.attrHandle[ name.toLowerCase() ],
-
-		// Don't get fooled by Object.prototype properties (jQuery #13807)
-		val = fn && hasOwn.call( Expr.attrHandle, name.toLowerCase() ) ?
-			fn( elem, name, !documentIsHTML ) :
-			undefined;
-
-	return val !== undefined ?
-		val :
-		support.attributes || !documentIsHTML ?
-			elem.getAttribute( name ) :
-			( val = elem.getAttributeNode( name ) ) && val.specified ?
-				val.value :
-				null;
-};
-
-Sizzle.escape = function( sel ) {
-	return ( sel + "" ).replace( rcssescape, fcssescape );
-};
-
-Sizzle.error = function( msg ) {
-	throw new Error( "Syntax error, unrecognized expression: " + msg );
-};
-
-/**
- * Document sorting and removing duplicates
- * @param {ArrayLike} results
- */
-Sizzle.uniqueSort = function( results ) {
-	var elem,
-		duplicates = [],
-		j = 0,
-		i = 0;
-
-	// Unless we *know* we can detect duplicates, assume their presence
-	hasDuplicate = !support.detectDuplicates;
-	sortInput = !support.sortStable && results.slice( 0 );
-	results.sort( sortOrder );
-
-	if ( hasDuplicate ) {
-		while ( ( elem = results[ i++ ] ) ) {
-			if ( elem === results[ i ] ) {
-				j = duplicates.push( i );
-			}
-		}
-		while ( j-- ) {
-			results.splice( duplicates[ j ], 1 );
-		}
-	}
-
-	// Clear input after sorting to release objects
-	// See https://github.com/jquery/sizzle/pull/225
-	sortInput = null;
-
-	return results;
-};
-
-/**
- * Utility function for retrieving the text value of an array of DOM nodes
- * @param {Array|Element} elem
- */
-getText = Sizzle.getText = function( elem ) {
-	var node,
-		ret = "",
-		i = 0,
-		nodeType = elem.nodeType;
-
-	if ( !nodeType ) {
-
-		// If no nodeType, this is expected to be an array
-		while ( ( node = elem[ i++ ] ) ) {
-
-			// Do not traverse comment nodes
-			ret += getText( node );
-		}
-	} else if ( nodeType === 1 || nodeType === 9 || nodeType === 11 ) {
-
-		// Use textContent for elements
-		// innerText usage removed for consistency of new lines (jQuery #11153)
-		if ( typeof elem.textContent === "string" ) {
-			return elem.textContent;
-		} else {
-
-			// Traverse its children
-			for ( elem = elem.firstChild; elem; elem = elem.nextSibling ) {
-				ret += getText( elem );
-			}
-		}
-	} else if ( nodeType === 3 || nodeType === 4 ) {
-		return elem.nodeValue;
-	}
-
-	// Do not include comment or processing instruction nodes
-
-	return ret;
-};
-
-Expr = Sizzle.selectors = {
-
-	// Can be adjusted by the user
-	cacheLength: 50,
-
-	createPseudo: markFunction,
-
-	match: matchExpr,
-
-	attrHandle: {},
-
-	find: {},
-
-	relative: {
-		">": { dir: "parentNode", first: true },
-		" ": { dir: "parentNode" },
-		"+": { dir: "previousSibling", first: true },
-		"~": { dir: "previousSibling" }
-	},
-
-	preFilter: {
-		"ATTR": function( match ) {
-			match[ 1 ] = match[ 1 ].replace( runescape, funescape );
-
-			// Move the given value to match[3] whether quoted or unquoted
-			match[ 3 ] = ( match[ 3 ] || match[ 4 ] ||
-				match[ 5 ] || "" ).replace( runescape, funescape );
-
-			if ( match[ 2 ] === "~=" ) {
-				match[ 3 ] = " " + match[ 3 ] + " ";
-			}
-
-			return match.slice( 0, 4 );
-		},
-
-		"CHILD": function( match ) {
-
-			/* matches from matchExpr["CHILD"]
-				1 type (only|nth|...)
-				2 what (child|of-type)
-				3 argument (even|odd|\d*|\d*n([+-]\d+)?|...)
-				4 xn-component of xn+y argument ([+-]?\d*n|)
-				5 sign of xn-component
-				6 x of xn-component
-				7 sign of y-component
-				8 y of y-component
-			*/
-			match[ 1 ] = match[ 1 ].toLowerCase();
-
-			if ( match[ 1 ].slice( 0, 3 ) === "nth" ) {
-
-				// nth-* requires argument
-				if ( !match[ 3 ] ) {
-					Sizzle.error( match[ 0 ] );
-				}
-
-				// numeric x and y parameters for Expr.filter.CHILD
-				// remember that false/true cast respectively to 0/1
-				match[ 4 ] = +( match[ 4 ] ?
-					match[ 5 ] + ( match[ 6 ] || 1 ) :
-					2 * ( match[ 3 ] === "even" || match[ 3 ] === "odd" ) );
-				match[ 5 ] = +( ( match[ 7 ] + match[ 8 ] ) || match[ 3 ] === "odd" );
-
-				// other types prohibit arguments
-			} else if ( match[ 3 ] ) {
-				Sizzle.error( match[ 0 ] );
-			}
-
-			return match;
-		},
-
-		"PSEUDO": function( match ) {
-			var excess,
-				unquoted = !match[ 6 ] && match[ 2 ];
-
-			if ( matchExpr[ "CHILD" ].test( match[ 0 ] ) ) {
-				return null;
-			}
-
-			// Accept quoted arguments as-is
-			if ( match[ 3 ] ) {
-				match[ 2 ] = match[ 4 ] || match[ 5 ] || "";
-
-			// Strip excess characters from unquoted arguments
-			} else if ( unquoted && rpseudo.test( unquoted ) &&
-
-				// Get excess from tokenize (recursively)
-				( excess = tokenize( unquoted, true ) ) &&
-
-				// advance to the next closing parenthesis
-				( excess = unquoted.indexOf( ")", unquoted.length - excess ) - unquoted.length ) ) {
-
-				// excess is a negative index
-				match[ 0 ] = match[ 0 ].slice( 0, excess );
-				match[ 2 ] = unquoted.slice( 0, excess );
-			}
-
-			// Return only captures needed by the pseudo filter method (type and argument)
-			return match.slice( 0, 3 );
-		}
-	},
-
-	filter: {
-
-		"TAG": function( nodeNameSelector ) {
-			var nodeName = nodeNameSelector.replace( runescape, funescape ).toLowerCase();
-			return nodeNameSelector === "*" ?
-				function() {
-					return true;
-				} :
-				function( elem ) {
-					return elem.nodeName && elem.nodeName.toLowerCase() === nodeName;
-				};
-		},
-
-		"CLASS": function( className ) {
-			var pattern = classCache[ className + " " ];
-
-			return pattern ||
-				( pattern = new RegExp( "(^|" + whitespace +
-					")" + className + "(" + whitespace + "|$)" ) ) && classCache(
-						className, function( elem ) {
-							return pattern.test(
-								typeof elem.className === "string" && elem.className ||
-								typeof elem.getAttribute !== "undefined" &&
-									elem.getAttribute( "class" ) ||
-								""
-							);
-				} );
-		},
-
-		"ATTR": function( name, operator, check ) {
-			return function( elem ) {
-				var result = Sizzle.attr( elem, name );
-
-				if ( result == null ) {
-					return operator === "!=";
-				}
-				if ( !operator ) {
-					return true;
-				}
-
-				result += "";
-
-				/* eslint-disable max-len */
-
-				return operator === "=" ? result === check :
-					operator === "!=" ? result !== check :
-					operator === "^=" ? check && result.indexOf( check ) === 0 :
-					operator === "*=" ? check && result.indexOf( check ) > -1 :
-					operator === "$=" ? check && result.slice( -check.length ) === check :
-					operator === "~=" ? ( " " + result.replace( rwhitespace, " " ) + " " ).indexOf( check ) > -1 :
-					operator === "|=" ? result === check || result.slice( 0, check.length + 1 ) === check + "-" :
-					false;
-				/* eslint-enable max-len */
-
-			};
-		},
-
-		"CHILD": function( type, what, _argument, first, last ) {
-			var simple = type.slice( 0, 3 ) !== "nth",
-				forward = type.slice( -4 ) !== "last",
-				ofType = what === "of-type";
-
-			return first === 1 && last === 0 ?
-
-				// Shortcut for :nth-*(n)
-				function( elem ) {
-					return !!elem.parentNode;
-				} :
-
-				function( elem, _context, xml ) {
-					var cache, uniqueCache, outerCache, node, nodeIndex, start,
-						dir = simple !== forward ? "nextSibling" : "previousSibling",
-						parent = elem.parentNode,
-						name = ofType && elem.nodeName.toLowerCase(),
-						useCache = !xml && !ofType,
-						diff = false;
-
-					if ( parent ) {
-
-						// :(first|last|only)-(child|of-type)
-						if ( simple ) {
-							while ( dir ) {
-								node = elem;
-								while ( ( node = node[ dir ] ) ) {
-									if ( ofType ?
-										node.nodeName.toLowerCase() === name :
-										node.nodeType === 1 ) {
-
-										return false;
-									}
-								}
-
-								// Reverse direction for :only-* (if we haven't yet done so)
-								start = dir = type === "only" && !start && "nextSibling";
-							}
-							return true;
-						}
-
-						start = [ forward ? parent.firstChild : parent.lastChild ];
-
-						// non-xml :nth-child(...) stores cache data on `parent`
-						if ( forward && useCache ) {
-
-							// Seek `elem` from a previously-cached index
-
-							// ...in a gzip-friendly way
-							node = parent;
-							outerCache = node[ expando ] || ( node[ expando ] = {} );
-
-							// Support: IE <9 only
-							// Defend against cloned attroperties (jQuery gh-1709)
-							uniqueCache = outerCache[ node.uniqueID ] ||
-								( outerCache[ node.uniqueID ] = {} );
-
-							cache = uniqueCache[ type ] || [];
-							nodeIndex = cache[ 0 ] === dirruns && cache[ 1 ];
-							diff = nodeIndex && cache[ 2 ];
-							node = nodeIndex && parent.childNodes[ nodeIndex ];
-
-							while ( ( node = ++nodeIndex && node && node[ dir ] ||
-
-								// Fallback to seeking `elem` from the start
-								( diff = nodeIndex = 0 ) || start.pop() ) ) {
-
-								// When found, cache indexes on `parent` and break
-								if ( node.nodeType === 1 && ++diff && node === elem ) {
-									uniqueCache[ type ] = [ dirruns, nodeIndex, diff ];
-									break;
-								}
-							}
-
-						} else {
-
-							// Use previously-cached element index if available
-							if ( useCache ) {
-
-								// ...in a gzip-friendly way
-								node = elem;
-								outerCache = node[ expando ] || ( node[ expando ] = {} );
-
-								// Support: IE <9 only
-								// Defend against cloned attroperties (jQuery gh-1709)
-								uniqueCache = outerCache[ node.uniqueID ] ||
-									( outerCache[ node.uniqueID ] = {} );
-
-								cache = uniqueCache[ type ] || [];
-								nodeIndex = cache[ 0 ] === dirruns && cache[ 1 ];
-								diff = nodeIndex;
-							}
-
-							// xml :nth-child(...)
-							// or :nth-last-child(...) or :nth(-last)?-of-type(...)
-							if ( diff === false ) {
-
-								// Use the same loop as above to seek `elem` from the start
-								while ( ( node = ++nodeIndex && node && node[ dir ] ||
-									( diff = nodeIndex = 0 ) || start.pop() ) ) {
-
-									if ( ( ofType ?
-										node.nodeName.toLowerCase() === name :
-										node.nodeType === 1 ) &&
-										++diff ) {
-
-										// Cache the index of each encountered element
-										if ( useCache ) {
-											outerCache = node[ expando ] ||
-												( node[ expando ] = {} );
-
-											// Support: IE <9 only
-											// Defend against cloned attroperties (jQuery gh-1709)
-											uniqueCache = outerCache[ node.uniqueID ] ||
-												( outerCache[ node.uniqueID ] = {} );
-
-											uniqueCache[ type ] = [ dirruns, diff ];
-										}
-
-										if ( node === elem ) {
-											break;
-										}
-									}
-								}
-							}
-						}
-
-						// Incorporate the offset, then check against cycle size
-						diff -= last;
-						return diff === first || ( diff % first === 0 && diff / first >= 0 );
-					}
-				};
-		},
-
-		"PSEUDO": function( pseudo, argument ) {
-
-			// pseudo-class names are case-insensitive
-			// http://www.w3.org/TR/selectors/#pseudo-classes
-			// Prioritize by case sensitivity in case custom pseudos are added with uppercase letters
-			// Remember that setFilters inherits from pseudos
-			var args,
-				fn = Expr.pseudos[ pseudo ] || Expr.setFilters[ pseudo.toLowerCase() ] ||
-					Sizzle.error( "unsupported pseudo: " + pseudo );
-
-			// The user may use createPseudo to indicate that
-			// arguments are needed to create the filter function
-			// just as Sizzle does
-			if ( fn[ expando ] ) {
-				return fn( argument );
-			}
-
-			// But maintain support for old signatures
-			if ( fn.length > 1 ) {
-				args = [ pseudo, pseudo, "", argument ];
-				return Expr.setFilters.hasOwnProperty( pseudo.toLowerCase() ) ?
-					markFunction( function( seed, matches ) {
-						var idx,
-							matched = fn( seed, argument ),
-							i = matched.length;
-						while ( i-- ) {
-							idx = indexOf( seed, matched[ i ] );
-							seed[ idx ] = !( matches[ idx ] = matched[ i ] );
-						}
-					} ) :
-					function( elem ) {
-						return fn( elem, 0, args );
-					};
-			}
-
-			return fn;
-		}
-	},
-
-	pseudos: {
-
-		// Potentially complex pseudos
-		"not": markFunction( function( selector ) {
-
-			// Trim the selector passed to compile
-			// to avoid treating leading and trailing
-			// spaces as combinators
-			var input = [],
-				results = [],
-				matcher = compile( selector.replace( rtrim, "$1" ) );
-
-			return matcher[ expando ] ?
-				markFunction( function( seed, matches, _context, xml ) {
-					var elem,
-						unmatched = matcher( seed, null, xml, [] ),
-						i = seed.length;
-
-					// Match elements unmatched by `matcher`
-					while ( i-- ) {
-						if ( ( elem = unmatched[ i ] ) ) {
-							seed[ i ] = !( matches[ i ] = elem );
-						}
-					}
-				} ) :
-				function( elem, _context, xml ) {
-					input[ 0 ] = elem;
-					matcher( input, null, xml, results );
-
-					// Don't keep the element (issue #299)
-					input[ 0 ] = null;
-					return !results.pop();
-				};
-		} ),
-
-		"has": markFunction( function( selector ) {
-			return function( elem ) {
-				return Sizzle( selector, elem ).length > 0;
-			};
-		} ),
-
-		"contains": markFunction( function( text ) {
-			text = text.replace( runescape, funescape );
-			return function( elem ) {
-				return ( elem.textContent || getText( elem ) ).indexOf( text ) > -1;
-			};
-		} ),
-
-		// "Whether an element is represented by a :lang() selector
-		// is based solely on the element's language value
-		// being equal to the identifier C,
-		// or beginning with the identifier C immediately followed by "-".
-		// The matching of C against the element's language value is performed case-insensitively.
-		// The identifier C does not have to be a valid language name."
-		// http://www.w3.org/TR/selectors/#lang-pseudo
-		"lang": markFunction( function( lang ) {
-
-			// lang value must be a valid identifier
-			if ( !ridentifier.test( lang || "" ) ) {
-				Sizzle.error( "unsupported lang: " + lang );
-			}
-			lang = lang.replace( runescape, funescape ).toLowerCase();
-			return function( elem ) {
-				var elemLang;
-				do {
-					if ( ( elemLang = documentIsHTML ?
-						elem.lang :
-						elem.getAttribute( "xml:lang" ) || elem.getAttribute( "lang" ) ) ) {
-
-						elemLang = elemLang.toLowerCase();
-						return elemLang === lang || elemLang.indexOf( lang + "-" ) === 0;
-					}
-				} while ( ( elem = elem.parentNode ) && elem.nodeType === 1 );
-				return false;
-			};
-		} ),
-
-		// Miscellaneous
-		"target": function( elem ) {
-			var hash = window.location && window.location.hash;
-			return hash && hash.slice( 1 ) === elem.id;
-		},
-
-		"root": function( elem ) {
-			return elem === docElem;
-		},
-
-		"focus": function( elem ) {
-			return elem === document.activeElement &&
-				( !document.hasFocus || document.hasFocus() ) &&
-				!!( elem.type || elem.href || ~elem.tabIndex );
-		},
-
-		// Boolean properties
-		"enabled": createDisabledPseudo( false ),
-		"disabled": createDisabledPseudo( true ),
-
-		"checked": function( elem ) {
-
-			// In CSS3, :checked should return both checked and selected elements
-			// http://www.w3.org/TR/2011/REC-css3-selectors-20110929/#checked
-			var nodeName = elem.nodeName.toLowerCase();
-			return ( nodeName === "input" && !!elem.checked ) ||
-				( nodeName === "option" && !!elem.selected );
-		},
-
-		"selected": function( elem ) {
-
-			// Accessing this property makes selected-by-default
-			// options in Safari work properly
-			if ( elem.parentNode ) {
-				// eslint-disable-next-line no-unused-expressions
-				elem.parentNode.selectedIndex;
-			}
-
-			return elem.selected === true;
-		},
-
-		// Contents
-		"empty": function( elem ) {
-
-			// http://www.w3.org/TR/selectors/#empty-pseudo
-			// :empty is negated by element (1) or content nodes (text: 3; cdata: 4; entity ref: 5),
-			//   but not by others (comment: 8; processing instruction: 7; etc.)
-			// nodeType < 6 works because attributes (2) do not appear as children
-			for ( elem = elem.firstChild; elem; elem = elem.nextSibling ) {
-				if ( elem.nodeType < 6 ) {
-					return false;
-				}
-			}
-			return true;
-		},
-
-		"parent": function( elem ) {
-			return !Expr.pseudos[ "empty" ]( elem );
-		},
-
-		// Element/input types
-		"header": function( elem ) {
-			return rheader.test( elem.nodeName );
-		},
-
-		"input": function( elem ) {
-			return rinputs.test( elem.nodeName );
-		},
-
-		"button": function( elem ) {
-			var name = elem.nodeName.toLowerCase();
-			return name === "input" && elem.type === "button" || name === "button";
-		},
-
-		"text": function( elem ) {
-			var attr;
-			return elem.nodeName.toLowerCase() === "input" &&
-				elem.type === "text" &&
-
-				// Support: IE<8
-				// New HTML5 attribute values (e.g., "search") appear with elem.type === "text"
-				( ( attr = elem.getAttribute( "type" ) ) == null ||
-					attr.toLowerCase() === "text" );
-		},
-
-		// Position-in-collection
-		"first": createPositionalPseudo( function() {
-			return [ 0 ];
-		} ),
-
-		"last": createPositionalPseudo( function( _matchIndexes, length ) {
-			return [ length - 1 ];
-		} ),
-
-		"eq": createPositionalPseudo( function( _matchIndexes, length, argument ) {
-			return [ argument < 0 ? argument + length : argument ];
-		} ),
-
-		"even": createPositionalPseudo( function( matchIndexes, length ) {
-			var i = 0;
-			for ( ; i < length; i += 2 ) {
-				matchIndexes.push( i );
-			}
-			return matchIndexes;
-		} ),
-
-		"odd": createPositionalPseudo( function( matchIndexes, length ) {
-			var i = 1;
-			for ( ; i < length; i += 2 ) {
-				matchIndexes.push( i );
-			}
-			return matchIndexes;
-		} ),
-
-		"lt": createPositionalPseudo( function( matchIndexes, length, argument ) {
-			var i = argument < 0 ?
-				argument + length :
-				argument > length ?
-					length :
-					argument;
-			for ( ; --i >= 0; ) {
-				matchIndexes.push( i );
-			}
-			return matchIndexes;
-		} ),
-
-		"gt": createPositionalPseudo( function( matchIndexes, length, argument ) {
-			var i = argument < 0 ? argument + length : argument;
-			for ( ; ++i < length; ) {
-				matchIndexes.push( i );
-			}
-			return matchIndexes;
-		} )
-	}
-};
-
-Expr.pseudos[ "nth" ] = Expr.pseudos[ "eq" ];
-
-// Add button/input type pseudos
-for ( i in { radio: true, checkbox: true, file: true, password: true, image: true } ) {
-	Expr.pseudos[ i ] = createInputPseudo( i );
-}
-for ( i in { submit: true, reset: true } ) {
-	Expr.pseudos[ i ] = createButtonPseudo( i );
-}
-
-// Easy API for creating new setFilters
-function setFilters() {}
-setFilters.prototype = Expr.filters = Expr.pseudos;
-Expr.setFilters = new setFilters();
-
-tokenize = Sizzle.tokenize = function( selector, parseOnly ) {
-	var matched, match, tokens, type,
-		soFar, groups, preFilters,
-		cached = tokenCache[ selector + " " ];
-
-	if ( cached ) {
-		return parseOnly ? 0 : cached.slice( 0 );
-	}
-
-	soFar = selector;
-	groups = [];
-	preFilters = Expr.preFilter;
-
-	while ( soFar ) {
-
-		// Comma and first run
-		if ( !matched || ( match = rcomma.exec( soFar ) ) ) {
-			if ( match ) {
-
-				// Don't consume trailing commas as valid
-				soFar = soFar.slice( match[ 0 ].length ) || soFar;
-			}
-			groups.push( ( tokens = [] ) );
-		}
-
-		matched = false;
-
-		// Combinators
-		if ( ( match = rcombinators.exec( soFar ) ) ) {
-			matched = match.shift();
-			tokens.push( {
-				value: matched,
-
-				// Cast descendant combinators to space
-				type: match[ 0 ].replace( rtrim, " " )
-			} );
-			soFar = soFar.slice( matched.length );
-		}
-
-		// Filters
-		for ( type in Expr.filter ) {
-			if ( ( match = matchExpr[ type ].exec( soFar ) ) && ( !preFilters[ type ] ||
-				( match = preFilters[ type ]( match ) ) ) ) {
-				matched = match.shift();
-				tokens.push( {
-					value: matched,
-					type: type,
-					matches: match
-				} );
-				soFar = soFar.slice( matched.length );
-			}
-		}
-
-		if ( !matched ) {
-			break;
-		}
-	}
-
-	// Return the length of the invalid excess
-	// if we're just parsing
-	// Otherwise, throw an error or return tokens
-	return parseOnly ?
-		soFar.length :
-		soFar ?
-			Sizzle.error( selector ) :
-
-			// Cache the tokens
-			tokenCache( selector, groups ).slice( 0 );
-};
-
-function toSelector( tokens ) {
-	var i = 0,
-		len = tokens.length,
-		selector = "";
-	for ( ; i < len; i++ ) {
-		selector += tokens[ i ].value;
-	}
-	return selector;
-}
-
-function addCombinator( matcher, combinator, base ) {
-	var dir = combinator.dir,
-		skip = combinator.next,
-		key = skip || dir,
-		checkNonElements = base && key === "parentNode",
-		doneName = done++;
-
-	return combinator.first ?
-
-		// Check against closest ancestor/preceding element
-		function( elem, context, xml ) {
-			while ( ( elem = elem[ dir ] ) ) {
-				if ( elem.nodeType === 1 || checkNonElements ) {
-					return matcher( elem, context, xml );
-				}
-			}
-			return false;
-		} :
-
-		// Check against all ancestor/preceding elements
-		function( elem, context, xml ) {
-			var oldCache, uniqueCache, outerCache,
-				newCache = [ dirruns, doneName ];
-
-			// We can't set arbitrary data on XML nodes, so they don't benefit from combinator caching
-			if ( xml ) {
-				while ( ( elem = elem[ dir ] ) ) {
-					if ( elem.nodeType === 1 || checkNonElements ) {
-						if ( matcher( elem, context, xml ) ) {
-							return true;
-						}
-					}
-				}
-			} else {
-				while ( ( elem = elem[ dir ] ) ) {
-					if ( elem.nodeType === 1 || checkNonElements ) {
-						outerCache = elem[ expando ] || ( elem[ expando ] = {} );
-
-						// Support: IE <9 only
-						// Defend against cloned attroperties (jQuery gh-1709)
-						uniqueCache = outerCache[ elem.uniqueID ] ||
-							( outerCache[ elem.uniqueID ] = {} );
-
-						if ( skip && skip === elem.nodeName.toLowerCase() ) {
-							elem = elem[ dir ] || elem;
-						} else if ( ( oldCache = uniqueCache[ key ] ) &&
-							oldCache[ 0 ] === dirruns && oldCache[ 1 ] === doneName ) {
-
-							// Assign to newCache so results back-propagate to previous elements
-							return ( newCache[ 2 ] = oldCache[ 2 ] );
-						} else {
-
-							// Reuse newcache so results back-propagate to previous elements
-							uniqueCache[ key ] = newCache;
-
-							// A match means we're done; a fail means we have to keep checking
-							if ( ( newCache[ 2 ] = matcher( elem, context, xml ) ) ) {
-								return true;
-							}
-						}
-					}
-				}
-			}
-			return false;
-		};
-}
-
-function elementMatcher( matchers ) {
-	return matchers.length > 1 ?
-		function( elem, context, xml ) {
-			var i = matchers.length;
-			while ( i-- ) {
-				if ( !matchers[ i ]( elem, context, xml ) ) {
-					return false;
-				}
-			}
-			return true;
-		} :
-		matchers[ 0 ];
-}
-
-function multipleContexts( selector, contexts, results ) {
-	var i = 0,
-		len = contexts.length;
-	for ( ; i < len; i++ ) {
-		Sizzle( selector, contexts[ i ], results );
-	}
-	return results;
-}
-
-function condense( unmatched, map, filter, context, xml ) {
-	var elem,
-		newUnmatched = [],
-		i = 0,
-		len = unmatched.length,
-		mapped = map != null;
-
-	for ( ; i < len; i++ ) {
-		if ( ( elem = unmatched[ i ] ) ) {
-			if ( !filter || filter( elem, context, xml ) ) {
-				newUnmatched.push( elem );
-				if ( mapped ) {
-					map.push( i );
-				}
-			}
-		}
-	}
-
-	return newUnmatched;
-}
-
-function setMatcher( preFilter, selector, matcher, postFilter, postFinder, postSelector ) {
-	if ( postFilter && !postFilter[ expando ] ) {
-		postFilter = setMatcher( postFilter );
-	}
-	if ( postFinder && !postFinder[ expando ] ) {
-		postFinder = setMatcher( postFinder, postSelector );
-	}
-	return markFunction( function( seed, results, context, xml ) {
-		var temp, i, elem,
-			preMap = [],
-			postMap = [],
-			preexisting = results.length,
-
-			// Get initial elements from seed or context
-			elems = seed || multipleContexts(
-				selector || "*",
-				context.nodeType ? [ context ] : context,
-				[]
-			),
-
-			// Prefilter to get matcher input, preserving a map for seed-results synchronization
-			matcherIn = preFilter && ( seed || !selector ) ?
-				condense( elems, preMap, preFilter, context, xml ) :
-				elems,
-
-			matcherOut = matcher ?
-
-				// If we have a postFinder, or filtered seed, or non-seed postFilter or preexisting results,
-				postFinder || ( seed ? preFilter : preexisting || postFilter ) ?
-
-					// ...intermediate processing is necessary
-					[] :
-
-					// ...otherwise use results directly
-					results :
-				matcherIn;
-
-		// Find primary matches
-		if ( matcher ) {
-			matcher( matcherIn, matcherOut, context, xml );
-		}
-
-		// Apply postFilter
-		if ( postFilter ) {
-			temp = condense( matcherOut, postMap );
-			postFilter( temp, [], context, xml );
-
-			// Un-match failing elements by moving them back to matcherIn
-			i = temp.length;
-			while ( i-- ) {
-				if ( ( elem = temp[ i ] ) ) {
-					matcherOut[ postMap[ i ] ] = !( matcherIn[ postMap[ i ] ] = elem );
-				}
-			}
-		}
-
-		if ( seed ) {
-			if ( postFinder || preFilter ) {
-				if ( postFinder ) {
-
-					// Get the final matcherOut by condensing this intermediate into postFinder contexts
-					temp = [];
-					i = matcherOut.length;
-					while ( i-- ) {
-						if ( ( elem = matcherOut[ i ] ) ) {
-
-							// Restore matcherIn since elem is not yet a final match
-							temp.push( ( matcherIn[ i ] = elem ) );
-						}
-					}
-					postFinder( null, ( matcherOut = [] ), temp, xml );
-				}
-
-				// Move matched elements from seed to results to keep them synchronized
-				i = matcherOut.length;
-				while ( i-- ) {
-					if ( ( elem = matcherOut[ i ] ) &&
-						( temp = postFinder ? indexOf( seed, elem ) : preMap[ i ] ) > -1 ) {
-
-						seed[ temp ] = !( results[ temp ] = elem );
-					}
-				}
-			}
-
-		// Add elements to results, through postFinder if defined
-		} else {
-			matcherOut = condense(
-				matcherOut === results ?
-					matcherOut.splice( preexisting, matcherOut.length ) :
-					matcherOut
-			);
-			if ( postFinder ) {
-				postFinder( null, results, matcherOut, xml );
-			} else {
-				push.apply( results, matcherOut );
-			}
-		}
-	} );
-}
-
-function matcherFromTokens( tokens ) {
-	var checkContext, matcher, j,
-		len = tokens.length,
-		leadingRelative = Expr.relative[ tokens[ 0 ].type ],
-		implicitRelative = leadingRelative || Expr.relative[ " " ],
-		i = leadingRelative ? 1 : 0,
-
-		// The foundational matcher ensures that elements are reachable from top-level context(s)
-		matchContext = addCombinator( function( elem ) {
-			return elem === checkContext;
-		}, implicitRelative, true ),
-		matchAnyContext = addCombinator( function( elem ) {
-			return indexOf( checkContext, elem ) > -1;
-		}, implicitRelative, true ),
-		matchers = [ function( elem, context, xml ) {
-			var ret = ( !leadingRelative && ( xml || context !== outermostContext ) ) || (
-				( checkContext = context ).nodeType ?
-					matchContext( elem, context, xml ) :
-					matchAnyContext( elem, context, xml ) );
-
-			// Avoid hanging onto element (issue #299)
-			checkContext = null;
-			return ret;
-		} ];
-
-	for ( ; i < len; i++ ) {
-		if ( ( matcher = Expr.relative[ tokens[ i ].type ] ) ) {
-			matchers = [ addCombinator( elementMatcher( matchers ), matcher ) ];
-		} else {
-			matcher = Expr.filter[ tokens[ i ].type ].apply( null, tokens[ i ].matches );
-
-			// Return special upon seeing a positional matcher
-			if ( matcher[ expando ] ) {
-
-				// Find the next relative operator (if any) for proper handling
-				j = ++i;
-				for ( ; j < len; j++ ) {
-					if ( Expr.relative[ tokens[ j ].type ] ) {
-						break;
-					}
-				}
-				return setMatcher(
-					i > 1 && elementMatcher( matchers ),
-					i > 1 && toSelector(
-
-					// If the preceding token was a descendant combinator, insert an implicit any-element `*`
-					tokens
-						.slice( 0, i - 1 )
-						.concat( { value: tokens[ i - 2 ].type === " " ? "*" : "" } )
-					).replace( rtrim, "$1" ),
-					matcher,
-					i < j && matcherFromTokens( tokens.slice( i, j ) ),
-					j < len && matcherFromTokens( ( tokens = tokens.slice( j ) ) ),
-					j < len && toSelector( tokens )
-				);
-			}
-			matchers.push( matcher );
-		}
-	}
-
-	return elementMatcher( matchers );
-}
-
-function matcherFromGroupMatchers( elementMatchers, setMatchers ) {
-	var bySet = setMatchers.length > 0,
-		byElement = elementMatchers.length > 0,
-		superMatcher = function( seed, context, xml, results, outermost ) {
-			var elem, j, matcher,
-				matchedCount = 0,
-				i = "0",
-				unmatched = seed && [],
-				setMatched = [],
-				contextBackup = outermostContext,
-
-				// We must always have either seed elements or outermost context
-				elems = seed || byElement && Expr.find[ "TAG" ]( "*", outermost ),
-
-				// Use integer dirruns iff this is the outermost matcher
-				dirrunsUnique = ( dirruns += contextBackup == null ? 1 : Math.random() || 0.1 ),
-				len = elems.length;
-
-			if ( outermost ) {
-
-				// Support: IE 11+, Edge 17 - 18+
-				// IE/Edge sometimes throw a "Permission denied" error when strict-comparing
-				// two documents; shallow comparisons work.
-				// eslint-disable-next-line eqeqeq
-				outermostContext = context == document || context || outermost;
-			}
-
-			// Add elements passing elementMatchers directly to results
-			// Support: IE<9, Safari
-			// Tolerate NodeList properties (IE: "length"; Safari: <number>) matching elements by id
-			for ( ; i !== len && ( elem = elems[ i ] ) != null; i++ ) {
-				if ( byElement && elem ) {
-					j = 0;
-
-					// Support: IE 11+, Edge 17 - 18+
-					// IE/Edge sometimes throw a "Permission denied" error when strict-comparing
-					// two documents; shallow comparisons work.
-					// eslint-disable-next-line eqeqeq
-					if ( !context && elem.ownerDocument != document ) {
-						setDocument( elem );
-						xml = !documentIsHTML;
-					}
-					while ( ( matcher = elementMatchers[ j++ ] ) ) {
-						if ( matcher( elem, context || document, xml ) ) {
-							results.push( elem );
-							break;
-						}
-					}
-					if ( outermost ) {
-						dirruns = dirrunsUnique;
-					}
-				}
-
-				// Track unmatched elements for set filters
-				if ( bySet ) {
-
-					// They will have gone through all possible matchers
-					if ( ( elem = !matcher && elem ) ) {
-						matchedCount--;
-					}
-
-					// Lengthen the array for every element, matched or not
-					if ( seed ) {
-						unmatched.push( elem );
-					}
-				}
-			}
-
-			// `i` is now the count of elements visited above, and adding it to `matchedCount`
-			// makes the latter nonnegative.
-			matchedCount += i;
-
-			// Apply set filters to unmatched elements
-			// NOTE: This can be skipped if there are no unmatched elements (i.e., `matchedCount`
-			// equals `i`), unless we didn't visit _any_ elements in the above loop because we have
-			// no element matchers and no seed.
-			// Incrementing an initially-string "0" `i` allows `i` to remain a string only in that
-			// case, which will result in a "00" `matchedCount` that differs from `i` but is also
-			// numerically zero.
-			if ( bySet && i !== matchedCount ) {
-				j = 0;
-				while ( ( matcher = setMatchers[ j++ ] ) ) {
-					matcher( unmatched, setMatched, context, xml );
-				}
-
-				if ( seed ) {
-
-					// Reintegrate element matches to eliminate the need for sorting
-					if ( matchedCount > 0 ) {
-						while ( i-- ) {
-							if ( !( unmatched[ i ] || setMatched[ i ] ) ) {
-								setMatched[ i ] = pop.call( results );
-							}
-						}
-					}
-
-					// Discard index placeholder values to get only actual matches
-					setMatched = condense( setMatched );
-				}
-
-				// Add matches to results
-				push.apply( results, setMatched );
-
-				// Seedless set matches succeeding multiple successful matchers stipulate sorting
-				if ( outermost && !seed && setMatched.length > 0 &&
-					( matchedCount + setMatchers.length ) > 1 ) {
-
-					Sizzle.uniqueSort( results );
-				}
-			}
-
-			// Override manipulation of globals by nested matchers
-			if ( outermost ) {
-				dirruns = dirrunsUnique;
-				outermostContext = contextBackup;
-			}
-
-			return unmatched;
-		};
-
-	return bySet ?
-		markFunction( superMatcher ) :
-		superMatcher;
-}
-
-compile = Sizzle.compile = function( selector, match /* Internal Use Only */ ) {
-	var i,
-		setMatchers = [],
-		elementMatchers = [],
-		cached = compilerCache[ selector + " " ];
-
-	if ( !cached ) {
-
-		// Generate a function of recursive functions that can be used to check each element
-		if ( !match ) {
-			match = tokenize( selector );
-		}
-		i = match.length;
-		while ( i-- ) {
-			cached = matcherFromTokens( match[ i ] );
-			if ( cached[ expando ] ) {
-				setMatchers.push( cached );
-			} else {
-				elementMatchers.push( cached );
-			}
-		}
-
-		// Cache the compiled function
-		cached = compilerCache(
-			selector,
-			matcherFromGroupMatchers( elementMatchers, setMatchers )
-		);
-
-		// Save selector and tokenization
-		cached.selector = selector;
-	}
-	return cached;
-};
-
-/**
- * A low-level selection function that works with Sizzle's compiled
- *  selector functions
- * @param {String|Function} selector A selector or a pre-compiled
- *  selector function built with Sizzle.compile
- * @param {Element} context
- * @param {Array} [results]
- * @param {Array} [seed] A set of elements to match against
- */
-select = Sizzle.select = function( selector, context, results, seed ) {
-	var i, tokens, token, type, find,
-		compiled = typeof selector === "function" && selector,
-		match = !seed && tokenize( ( selector = compiled.selector || selector ) );
-
-	results = results || [];
-
-	// Try to minimize operations if there is only one selector in the list and no seed
-	// (the latter of which guarantees us context)
-	if ( match.length === 1 ) {
-
-		// Reduce context if the leading compound selector is an ID
-		tokens = match[ 0 ] = match[ 0 ].slice( 0 );
-		if ( tokens.length > 2 && ( token = tokens[ 0 ] ).type === "ID" &&
-			context.nodeType === 9 && documentIsHTML && Expr.relative[ tokens[ 1 ].type ] ) {
-
-			context = ( Expr.find[ "ID" ]( token.matches[ 0 ]
-				.replace( runescape, funescape ), context ) || [] )[ 0 ];
-			if ( !context ) {
-				return results;
-
-			// Precompiled matchers will still verify ancestry, so step up a level
-			} else if ( compiled ) {
-				context = context.parentNode;
-			}
-
-			selector = selector.slice( tokens.shift().value.length );
-		}
-
-		// Fetch a seed set for right-to-left matching
-		i = matchExpr[ "needsContext" ].test( selector ) ? 0 : tokens.length;
-		while ( i-- ) {
-			token = tokens[ i ];
-
-			// Abort if we hit a combinator
-			if ( Expr.relative[ ( type = token.type ) ] ) {
-				break;
-			}
-			if ( ( find = Expr.find[ type ] ) ) {
-
-				// Search, expanding context for leading sibling combinators
-				if ( ( seed = find(
-					token.matches[ 0 ].replace( runescape, funescape ),
-					rsibling.test( tokens[ 0 ].type ) && testContext( context.parentNode ) ||
-						context
-				) ) ) {
-
-					// If seed is empty or no tokens remain, we can return early
-					tokens.splice( i, 1 );
-					selector = seed.length && toSelector( tokens );
-					if ( !selector ) {
-						push.apply( results, seed );
-						return results;
-					}
-
-					break;
-				}
-			}
-		}
-	}
-
-	// Compile and execute a filtering function if one is not provided
-	// Provide `match` to avoid retokenization if we modified the selector above
-	( compiled || compile( selector, match ) )(
-		seed,
-		context,
-		!documentIsHTML,
-		results,
-		!context || rsibling.test( selector ) && testContext( context.parentNode ) || context
-	);
-	return results;
-};
-
-// One-time assignments
-
-// Sort stability
-support.sortStable = expando.split( "" ).sort( sortOrder ).join( "" ) === expando;
-
-// Support: Chrome 14-35+
-// Always assume duplicates if they aren't passed to the comparison function
-support.detectDuplicates = !!hasDuplicate;
-
-// Initialize against the default document
-setDocument();
-
-// Support: Webkit<537.32 - Safari 6.0.3/Chrome 25 (fixed in Chrome 27)
-// Detached nodes confoundingly follow *each other*
-support.sortDetached = assert( function( el ) {
-
-	// Should return 1, but returns 4 (following)
-	return el.compareDocumentPosition( document.createElement( "fieldset" ) ) & 1;
-} );
-
-// Support: IE<8
-// Prevent attribute/property "interpolation"
-// https://msdn.microsoft.com/en-us/library/ms536429%28VS.85%29.aspx
-if ( !assert( function( el ) {
-	el.innerHTML = "<a href='#'></a>";
-	return el.firstChild.getAttribute( "href" ) === "#";
-} ) ) {
-	addHandle( "type|href|height|width", function( elem, name, isXML ) {
-		if ( !isXML ) {
-			return elem.getAttribute( name, name.toLowerCase() === "type" ? 1 : 2 );
-		}
-	} );
-}
-
-// Support: IE<9
-// Use defaultValue in place of getAttribute("value")
-if ( !support.attributes || !assert( function( el ) {
-	el.innerHTML = "<input/>";
-	el.firstChild.setAttribute( "value", "" );
-	return el.firstChild.getAttribute( "value" ) === "";
-} ) ) {
-	addHandle( "value", function( elem, _name, isXML ) {
-		if ( !isXML && elem.nodeName.toLowerCase() === "input" ) {
-			return elem.defaultValue;
-		}
-	} );
-}
-
-// Support: IE<9
-// Use getAttributeNode to fetch booleans when getAttribute lies
-if ( !assert( function( el ) {
-	return el.getAttribute( "disabled" ) == null;
-} ) ) {
-	addHandle( booleans, function( elem, name, isXML ) {
-		var val;
-		if ( !isXML ) {
-			return elem[ name ] === true ? name.toLowerCase() :
-				( val = elem.getAttributeNode( name ) ) && val.specified ?
-					val.value :
-					null;
-		}
-	} );
-}
-
-return Sizzle;
-
-} )( window );
-
-
-
-jQuery.find = Sizzle;
-jQuery.expr = Sizzle.selectors;
-
-// Deprecated
-jQuery.expr[ ":" ] = jQuery.expr.pseudos;
-jQuery.uniqueSort = jQuery.unique = Sizzle.uniqueSort;
-jQuery.text = Sizzle.getText;
-jQuery.isXMLDoc = Sizzle.isXML;
-jQuery.contains = Sizzle.contains;
-jQuery.escapeSelector = Sizzle.escape;
-
-
-
-
-var dir = function( elem, dir, until ) {
-	var matched = [],
-		truncate = until !== undefined;
-
-	while ( ( elem = elem[ dir ] ) && elem.nodeType !== 9 ) {
-		if ( elem.nodeType === 1 ) {
-			if ( truncate && jQuery( elem ).is( until ) ) {
-				break;
-			}
-			matched.push( elem );
-		}
-	}
-	return matched;
-};
-
-
-var siblings = function( n, elem ) {
-	var matched = [];
-
-	for ( ; n; n = n.nextSibling ) {
-		if ( n.nodeType === 1 && n !== elem ) {
-			matched.push( n );
-		}
-	}
-
-	return matched;
-};
-
-
-var rneedsContext = jQuery.expr.match.needsContext;
-
-
-
-function nodeName( elem, name ) {
-
-  return elem.nodeName && elem.nodeName.toLowerCase() === name.toLowerCase();
-
-};
-var rsingleTag = ( /^<([a-z][^\/\0>:\x20\t\r\n\f]*)[\x20\t\r\n\f]*\/?>(?:<\/\1>|)$/i );
-
-
-
-// Implement the identical functionality for filter and not
-function winnow( elements, qualifier, not ) {
-	if ( isFunction( qualifier ) ) {
-		return jQuery.grep( elements, function( elem, i ) {
-			return !!qualifier.call( elem, i, elem ) !== not;
-		} );
-	}
-
-	// Single element
-	if ( qualifier.nodeType ) {
-		return jQuery.grep( elements, function( elem ) {
-			return ( elem === qualifier ) !== not;
-		} );
-	}
-
-	// Arraylike of elements (jQuery, arguments, Array)
-	if ( typeof qualifier !== "string" ) {
-		return jQuery.grep( elements, function( elem ) {
-			return ( indexOf.call( qualifier, elem ) > -1 ) !== not;
-		} );
-	}
-
-	// Filtered directly for both simple and complex selectors
-	return jQuery.filter( qualifier, elements, not );
-}
-
-jQuery.filter = function( expr, elems, not ) {
-	var elem = elems[ 0 ];
-
-	if ( not ) {
-		expr = ":not(" + expr + ")";
-	}
-
-	if ( elems.length === 1 && elem.nodeType === 1 ) {
-		return jQuery.find.matchesSelector( elem, expr ) ? [ elem ] : [];
-	}
-
-	return jQuery.find.matches( expr, jQuery.grep( elems, function( elem ) {
-		return elem.nodeType === 1;
-	} ) );
-};
-
-jQuery.fn.extend( {
-	find: function( selector ) {
-		var i, ret,
-			len = this.length,
-			self = this;
-
-		if ( typeof selector !== "string" ) {
-			return this.pushStack( jQuery( selector ).filter( function() {
-				for ( i = 0; i < len; i++ ) {
-					if ( jQuery.contains( self[ i ], this ) ) {
-						return true;
-					}
-				}
-			} ) );
-		}
-
-		ret = this.pushStack( [] );
-
-		for ( i = 0; i < len; i++ ) {
-			jQuery.find( selector, self[ i ], ret );
-		}
-
-		return len > 1 ? jQuery.uniqueSort( ret ) : ret;
-	},
-	filter: function( selector ) {
-		return this.pushStack( winnow( this, selector || [], false ) );
-	},
-	not: function( selector ) {
-		return this.pushStack( winnow( this, selector || [], true ) );
-	},
-	is: function( selector ) {
-		return !!winnow(
-			this,
-
-			// If this is a positional/relative selector, check membership in the returned set
-			// so $("p:first").is("p:last") won't return true for a doc with two "p".
-			typeof selector === "string" && rneedsContext.test( selector ) ?
-				jQuery( selector ) :
-				selector || [],
-			false
-		).length;
-	}
-} );
-
-
-// Initialize a jQuery object
-
-
-// A central reference to the root jQuery(document)
-var rootjQuery,
-
-	// A simple way to check for HTML strings
-	// Prioritize #id over <tag> to avoid XSS via location.hash (#9521)
-	// Strict HTML recognition (#11290: must start with <)
-	// Shortcut simple #id case for speed
-	rquickExpr = /^(?:\s*(<[\w\W]+>)[^>]*|#([\w-]+))$/,
-
-	init = jQuery.fn.init = function( selector, context, root ) {
-		var match, elem;
-
-		// HANDLE: $(""), $(null), $(undefined), $(false)
-		if ( !selector ) {
-			return this;
-		}
-
-		// Method init() accepts an alternate rootjQuery
-		// so migrate can support jQuery.sub (gh-2101)
-		root = root || rootjQuery;
-
-		// Handle HTML strings
-		if ( typeof selector === "string" ) {
-			if ( selector[ 0 ] === "<" &&
-				selector[ selector.length - 1 ] === ">" &&
-				selector.length >= 3 ) {
-
-				// Assume that strings that start and end with <> are HTML and skip the regex check
-				match = [ null, selector, null ];
-
-			} else {
-				match = rquickExpr.exec( selector );
-			}
-
-			// Match html or make sure no context is specified for #id
-			if ( match && ( match[ 1 ] || !context ) ) {
-
-				// HANDLE: $(html) -> $(array)
-				if ( match[ 1 ] ) {
-					context = context instanceof jQuery ? context[ 0 ] : context;
-
-					// Option to run scripts is true for back-compat
-					// Intentionally let the error be thrown if parseHTML is not present
-					jQuery.merge( this, jQuery.parseHTML(
-						match[ 1 ],
-						context && context.nodeType ? context.ownerDocument || context : document,
-						true
-					) );
-
-					// HANDLE: $(html, props)
-					if ( rsingleTag.test( match[ 1 ] ) && jQuery.isPlainObject( context ) ) {
-						for ( match in context ) {
-
-							// Properties of context are called as methods if possible
-							if ( isFunction( this[ match ] ) ) {
-								this[ match ]( context[ match ] );
-
-							// ...and otherwise set as attributes
-							} else {
-								this.attr( match, context[ match ] );
-							}
-						}
-					}
-
-					return this;
-
-				// HANDLE: $(#id)
-				} else {
-					elem = document.getElementById( match[ 2 ] );
-
-					if ( elem ) {
-
-						// Inject the element directly into the jQuery object
-						this[ 0 ] = elem;
-						this.length = 1;
-					}
-					return this;
-				}
-
-			// HANDLE: $(expr, $(...))
-			} else if ( !context || context.jquery ) {
-				return ( context || root ).find( selector );
-
-			// HANDLE: $(expr, context)
-			// (which is just equivalent to: $(context).find(expr)
-			} else {
-				return this.constructor( context ).find( selector );
-			}
-
-		// HANDLE: $(DOMElement)
-		} else if ( selector.nodeType ) {
-			this[ 0 ] = selector;
-			this.length = 1;
-			return this;
-
-		// HANDLE: $(function)
-		// Shortcut for document ready
-		} else if ( isFunction( selector ) ) {
-			return root.ready !== undefined ?
-				root.ready( selector ) :
-
-				// Execute immediately if ready is not present
-				selector( jQuery );
-		}
-
-		return jQuery.makeArray( selector, this );
-	};
-
-// Give the init function the jQuery prototype for later instantiation
-init.prototype = jQuery.fn;
-
-// Initialize central reference
-rootjQuery = jQuery( document );
-
-
-var rparentsprev = /^(?:parents|prev(?:Until|All))/,
-
-	// Methods guaranteed to produce a unique set when starting from a unique set
-	guaranteedUnique = {
-		children: true,
-		contents: true,
-		next: true,
-		prev: true
-	};
-
-jQuery.fn.extend( {
-	has: function( target ) {
-		var targets = jQuery( target, this ),
-			l = targets.length;
-
-		return this.filter( function() {
-			var i = 0;
-			for ( ; i < l; i++ ) {
-				if ( jQuery.contains( this, targets[ i ] ) ) {
-					return true;
-				}
-			}
-		} );
-	},
-
-	closest: function( selectors, context ) {
-		var cur,
-			i = 0,
-			l = this.length,
-			matched = [],
-			targets = typeof selectors !== "string" && jQuery( selectors );
-
-		// Positional selectors never match, since there's no _selection_ context
-		if ( !rneedsContext.test( selectors ) ) {
-			for ( ; i < l; i++ ) {
-				for ( cur = this[ i ]; cur && cur !== context; cur = cur.parentNode ) {
-
-					// Always skip document fragments
-					if ( cur.nodeType < 11 && ( targets ?
-						targets.index( cur ) > -1 :
-
-						// Don't pass non-elements to Sizzle
-						cur.nodeType === 1 &&
-							jQuery.find.matchesSelector( cur, selectors ) ) ) {
-
-						matched.push( cur );
-						break;
-					}
-				}
-			}
-		}
-
-		return this.pushStack( matched.length > 1 ? jQuery.uniqueSort( matched ) : matched );
-	},
-
-	// Determine the position of an element within the set
-	index: function( elem ) {
-
-		// No argument, return index in parent
-		if ( !elem ) {
-			return ( this[ 0 ] && this[ 0 ].parentNode ) ? this.first().prevAll().length : -1;
-		}
-
-		// Index in selector
-		if ( typeof elem === "string" ) {
-			return indexOf.call( jQuery( elem ), this[ 0 ] );
-		}
-
-		// Locate the position of the desired element
-		return indexOf.call( this,
-
-			// If it receives a jQuery object, the first element is used
-			elem.jquery ? elem[ 0 ] : elem
-		);
-	},
-
-	add: function( selector, context ) {
-		return this.pushStack(
-			jQuery.uniqueSort(
-				jQuery.merge( this.get(), jQuery( selector, context ) )
-			)
-		);
-	},
-
-	addBack: function( selector ) {
-		return this.add( selector == null ?
-			this.prevObject : this.prevObject.filter( selector )
-		);
-	}
-} );
-
-function sibling( cur, dir ) {
-	while ( ( cur = cur[ dir ] ) && cur.nodeType !== 1 ) {}
-	return cur;
-}
-
-jQuery.each( {
-	parent: function( elem ) {
-		var parent = elem.parentNode;
-		return parent && parent.nodeType !== 11 ? parent : null;
-	},
-	parents: function( elem ) {
-		return dir( elem, "parentNode" );
-	},
-	parentsUntil: function( elem, _i, until ) {
-		return dir( elem, "parentNode", until );
-	},
-	next: function( elem ) {
-		return sibling( elem, "nextSibling" );
-	},
-	prev: function( elem ) {
-		return sibling( elem, "previousSibling" );
-	},
-	nextAll: function( elem ) {
-		return dir( elem, "nextSibling" );
-	},
-	prevAll: function( elem ) {
-		return dir( elem, "previousSibling" );
-	},
-	nextUntil: function( elem, _i, until ) {
-		return dir( elem, "nextSibling", until );
-	},
-	prevUntil: function( elem, _i, until ) {
-		return dir( elem, "previousSibling", until );
-	},
-	siblings: function( elem ) {
-		return siblings( ( elem.parentNode || {} ).firstChild, elem );
-	},
-	children: function( elem ) {
-		return siblings( elem.firstChild );
-	},
-	contents: function( elem ) {
-		if ( elem.contentDocument != null &&
-
-			// Support: IE 11+
-			// <object> elements with no `data` attribute has an object
-			// `contentDocument` with a `null` prototype.
-			getProto( elem.contentDocument ) ) {
-
-			return elem.contentDocument;
-		}
-
-		// Support: IE 9 - 11 only, iOS 7 only, Android Browser <=4.3 only
-		// Treat the template element as a regular one in browsers that
-		// don't support it.
-		if ( nodeName( elem, "template" ) ) {
-			elem = elem.content || elem;
-		}
-
-		return jQuery.merge( [], elem.childNodes );
-	}
-}, function( name, fn ) {
-	jQuery.fn[ name ] = function( until, selector ) {
-		var matched = jQuery.map( this, fn, until );
-
-		if ( name.slice( -5 ) !== "Until" ) {
-			selector = until;
-		}
-
-		if ( selector && typeof selector === "string" ) {
-			matched = jQuery.filter( selector, matched );
-		}
-
-		if ( this.length > 1 ) {
-
-			// Remove duplicates
-			if ( !guaranteedUnique[ name ] ) {
-				jQuery.uniqueSort( matched );
-			}
-
-			// Reverse order for parents* and prev-derivatives
-			if ( rparentsprev.test( name ) ) {
-				matched.reverse();
-			}
-		}
-
-		return this.pushStack( matched );
-	};
-} );
-var rnothtmlwhite = ( /[^\x20\t\r\n\f]+/g );
-
-
-
-// Convert String-formatted options into Object-formatted ones
-function createOptions( options ) {
-	var object = {};
-	jQuery.each( options.match( rnothtmlwhite ) || [], function( _, flag ) {
-		object[ flag ] = true;
-	} );
-	return object;
-}
-
-/*
- * Create a callback list using the following parameters:
- *
- *	options: an optional list of space-separated options that will change how
- *			the callback list behaves or a more traditional option object
- *
- * By default a callback list will act like an event callback list and can be
- * "fired" multiple times.
- *
- * Possible options:
- *
- *	once:			will ensure the callback list can only be fired once (like a Deferred)
- *
- *	memory:			will keep track of previous values and will call any callback added
- *					after the list has been fired right away with the latest "memorized"
- *					values (like a Deferred)
- *
- *	unique:			will ensure a callback can only be added once (no duplicate in the list)
- *
- *	stopOnFalse:	interrupt callings when a callback returns false
- *
- */
-jQuery.Callbacks = function( options ) {
-
-	// Convert options from String-formatted to Object-formatted if needed
-	// (we check in cache first)
-	options = typeof options === "string" ?
-		createOptions( options ) :
-		jQuery.extend( {}, options );
-
-	var // Flag to know if list is currently firing
-		firing,
-
-		// Last fire value for non-forgettable lists
-		memory,
-
-		// Flag to know if list was already fired
-		fired,
-
-		// Flag to prevent firing
-		locked,
-
-		// Actual callback list
-		list = [],
-
-		// Queue of execution data for repeatable lists
-		queue = [],
-
-		// Index of currently firing callback (modified by add/remove as needed)
-		firingIndex = -1,
-
-		// Fire callbacks
-		fire = function() {
-
-			// Enforce single-firing
-			locked = locked || options.once;
-
-			// Execute callbacks for all pending executions,
-			// respecting firingIndex overrides and runtime changes
-			fired = firing = true;
-			for ( ; queue.length; firingIndex = -1 ) {
-				memory = queue.shift();
-				while ( ++firingIndex < list.length ) {
-
-					// Run callback and check for early termination
-					if ( list[ firingIndex ].apply( memory[ 0 ], memory[ 1 ] ) === false &&
-						options.stopOnFalse ) {
-
-						// Jump to end and forget the data so .add doesn't re-fire
-						firingIndex = list.length;
-						memory = false;
-					}
-				}
-			}
-
-			// Forget the data if we're done with it
-			if ( !options.memory ) {
-				memory = false;
-			}
-
-			firing = false;
-
-			// Clean up if we're done firing for good
-			if ( locked ) {
-
-				// Keep an empty list if we have data for future add calls
-				if ( memory ) {
-					list = [];
-
-				// Otherwise, this object is spent
-				} else {
-					list = "";
-				}
-			}
-		},
-
-		// Actual Callbacks object
-		self = {
-
-			// Add a callback or a collection of callbacks to the list
-			add: function() {
-				if ( list ) {
-
-					// If we have memory from a past run, we should fire after adding
-					if ( memory && !firing ) {
-						firingIndex = list.length - 1;
-						queue.push( memory );
-					}
-
-					( function add( args ) {
-						jQuery.each( args, function( _, arg ) {
-							if ( isFunction( arg ) ) {
-								if ( !options.unique || !self.has( arg ) ) {
-									list.push( arg );
-								}
-							} else if ( arg && arg.length && toType( arg ) !== "string" ) {
-
-								// Inspect recursively
-								add( arg );
-							}
-						} );
-					} )( arguments );
-
-					if ( memory && !firing ) {
-						fire();
-					}
-				}
-				return this;
-			},
-
-			// Remove a callback from the list
-			remove: function() {
-				jQuery.each( arguments, function( _, arg ) {
-					var index;
-					while ( ( index = jQuery.inArray( arg, list, index ) ) > -1 ) {
-						list.splice( index, 1 );
-
-						// Handle firing indexes
-						if ( index <= firingIndex ) {
-							firingIndex--;
-						}
-					}
-				} );
-				return this;
-			},
-
-			// Check if a given callback is in the list.
-			// If no argument is given, return whether or not list has callbacks attached.
-			has: function( fn ) {
-				return fn ?
-					jQuery.inArray( fn, list ) > -1 :
-					list.length > 0;
-			},
-
-			// Remove all callbacks from the list
-			empty: function() {
-				if ( list ) {
-					list = [];
-				}
-				return this;
-			},
-
-			// Disable .fire and .add
-			// Abort any current/pending executions
-			// Clear all callbacks and values
-			disable: function() {
-				locked = queue = [];
-				list = memory = "";
-				return this;
-			},
-			disabled: function() {
-				return !list;
-			},
-
-			// Disable .fire
-			// Also disable .add unless we have memory (since it would have no effect)
-			// Abort any pending executions
-			lock: function() {
-				locked = queue = [];
-				if ( !memory && !firing ) {
-					list = memory = "";
-				}
-				return this;
-			},
-			locked: function() {
-				return !!locked;
-			},
-
-			// Call all callbacks with the given context and arguments
-			fireWith: function( context, args ) {
-				if ( !locked ) {
-					args = args || [];
-					args = [ context, args.slice ? args.slice() : args ];
-					queue.push( args );
-					if ( !firing ) {
-						fire();
-					}
-				}
-				return this;
-			},
-
-			// Call all the callbacks with the given arguments
-			fire: function() {
-				self.fireWith( this, arguments );
-				return this;
-			},
-
-			// To know if the callbacks have already been called at least once
-			fired: function() {
-				return !!fired;
-			}
-		};
-
-	return self;
-};
-
-
-function Identity( v ) {
-	return v;
-}
-function Thrower( ex ) {
-	throw ex;
-}
-
-function adoptValue( value, resolve, reject, noValue ) {
-	var method;
-
-	try {
-
-		// Check for promise aspect first to privilege synchronous behavior
-		if ( value && isFunction( ( method = value.promise ) ) ) {
-			method.call( value ).done( resolve ).fail( reject );
-
-		// Other thenables
-		} else if ( value && isFunction( ( method = value.then ) ) ) {
-			method.call( value, resolve, reject );
-
-		// Other non-thenables
-		} else {
-
-			// Control `resolve` arguments by letting Array#slice cast boolean `noValue` to integer:
-			// * false: [ value ].slice( 0 ) => resolve( value )
-			// * true: [ value ].slice( 1 ) => resolve()
-			resolve.apply( undefined, [ value ].slice( noValue ) );
-		}
-
-	// For Promises/A+, convert exceptions into rejections
-	// Since jQuery.when doesn't unwrap thenables, we can skip the extra checks appearing in
-	// Deferred#then to conditionally suppress rejection.
-	} catch ( value ) {
-
-		// Support: Android 4.0 only
-		// Strict mode functions invoked without .call/.apply get global-object context
-		reject.apply( undefined, [ value ] );
-	}
-}
-
-jQuery.extend( {
-
-	Deferred: function( func ) {
-		var tuples = [
-
-				// action, add listener, callbacks,
-				// ... .then handlers, argument index, [final state]
-				[ "notify", "progress", jQuery.Callbacks( "memory" ),
-					jQuery.Callbacks( "memory" ), 2 ],
-				[ "resolve", "done", jQuery.Callbacks( "once memory" ),
-					jQuery.Callbacks( "once memory" ), 0, "resolved" ],
-				[ "reject", "fail", jQuery.Callbacks( "once memory" ),
-					jQuery.Callbacks( "once memory" ), 1, "rejected" ]
-			],
-			state = "pending",
-			promise = {
-				state: function() {
-					return state;
-				},
-				always: function() {
-					deferred.done( arguments ).fail( arguments );
-					return this;
-				},
-				"catch": function( fn ) {
-					return promise.then( null, fn );
-				},
-
-				// Keep pipe for back-compat
-				pipe: function( /* fnDone, fnFail, fnProgress */ ) {
-					var fns = arguments;
-
-					return jQuery.Deferred( function( newDefer ) {
-						jQuery.each( tuples, function( _i, tuple ) {
-
-							// Map tuples (progress, done, fail) to arguments (done, fail, progress)
-							var fn = isFunction( fns[ tuple[ 4 ] ] ) && fns[ tuple[ 4 ] ];
-
-							// deferred.progress(function() { bind to newDefer or newDefer.notify })
-							// deferred.done(function() { bind to newDefer or newDefer.resolve })
-							// deferred.fail(function() { bind to newDefer or newDefer.reject })
-							deferred[ tuple[ 1 ] ]( function() {
-								var returned = fn && fn.apply( this, arguments );
-								if ( returned && isFunction( returned.promise ) ) {
-									returned.promise()
-										.progress( newDefer.notify )
-										.done( newDefer.resolve )
-										.fail( newDefer.reject );
-								} else {
-									newDefer[ tuple[ 0 ] + "With" ](
-										this,
-										fn ? [ returned ] : arguments
-									);
-								}
-							} );
-						} );
-						fns = null;
-					} ).promise();
-				},
-				then: function( onFulfilled, onRejected, onProgress ) {
-					var maxDepth = 0;
-					function resolve( depth, deferred, handler, special ) {
-						return function() {
-							var that = this,
-								args = arguments,
-								mightThrow = function() {
-									var returned, then;
-
-									// Support: Promises/A+ section 2.3.3.3.3
-									// https://promisesaplus.com/#point-59
-									// Ignore double-resolution attempts
-									if ( depth < maxDepth ) {
-										return;
-									}
-
-									returned = handler.apply( that, args );
-
-									// Support: Promises/A+ section 2.3.1
-									// https://promisesaplus.com/#point-48
-									if ( returned === deferred.promise() ) {
-										throw new TypeError( "Thenable self-resolution" );
-									}
-
-									// Support: Promises/A+ sections 2.3.3.1, 3.5
-									// https://promisesaplus.com/#point-54
-									// https://promisesaplus.com/#point-75
-									// Retrieve `then` only once
-									then = returned &&
-
-										// Support: Promises/A+ section 2.3.4
-										// https://promisesaplus.com/#point-64
-										// Only check objects and functions for thenability
-										( typeof returned === "object" ||
-											typeof returned === "function" ) &&
-										returned.then;
-
-									// Handle a returned thenable
-									if ( isFunction( then ) ) {
-
-										// Special processors (notify) just wait for resolution
-										if ( special ) {
-											then.call(
-												returned,
-												resolve( maxDepth, deferred, Identity, special ),
-												resolve( maxDepth, deferred, Thrower, special )
-											);
-
-										// Normal processors (resolve) also hook into progress
-										} else {
-
-											// ...and disregard older resolution values
-											maxDepth++;
-
-											then.call(
-												returned,
-												resolve( maxDepth, deferred, Identity, special ),
-												resolve( maxDepth, deferred, Thrower, special ),
-												resolve( maxDepth, deferred, Identity,
-													deferred.notifyWith )
-											);
-										}
-
-									// Handle all other returned values
-									} else {
-
-										// Only substitute handlers pass on context
-										// and multiple values (non-spec behavior)
-										if ( handler !== Identity ) {
-											that = undefined;
-											args = [ returned ];
-										}
-
-										// Process the value(s)
-										// Default process is resolve
-										( special || deferred.resolveWith )( that, args );
-									}
-								},
-
-								// Only normal processors (resolve) catch and reject exceptions
-								process = special ?
-									mightThrow :
-									function() {
-										try {
-											mightThrow();
-										} catch ( e ) {
-
-											if ( jQuery.Deferred.exceptionHook ) {
-												jQuery.Deferred.exceptionHook( e,
-													process.stackTrace );
-											}
-
-											// Support: Promises/A+ section 2.3.3.3.4.1
-											// https://promisesaplus.com/#point-61
-											// Ignore post-resolution exceptions
-											if ( depth + 1 >= maxDepth ) {
-
-												// Only substitute handlers pass on context
-												// and multiple values (non-spec behavior)
-												if ( handler !== Thrower ) {
-													that = undefined;
-													args = [ e ];
-												}
-
-												deferred.rejectWith( that, args );
-											}
-										}
-									};
-
-							// Support: Promises/A+ section 2.3.3.3.1
-							// https://promisesaplus.com/#point-57
-							// Re-resolve promises immediately to dodge false rejection from
-							// subsequent errors
-							if ( depth ) {
-								process();
-							} else {
-
-								// Call an optional hook to record the stack, in case of exception
-								// since it's otherwise lost when execution goes async
-								if ( jQuery.Deferred.getStackHook ) {
-									process.stackTrace = jQuery.Deferred.getStackHook();
-								}
-								window.setTimeout( process );
-							}
-						};
-					}
-
-					return jQuery.Deferred( function( newDefer ) {
-
-						// progress_handlers.add( ... )
-						tuples[ 0 ][ 3 ].add(
-							resolve(
-								0,
-								newDefer,
-								isFunction( onProgress ) ?
-									onProgress :
-									Identity,
-								newDefer.notifyWith
-							)
-						);
-
-						// fulfilled_handlers.add( ... )
-						tuples[ 1 ][ 3 ].add(
-							resolve(
-								0,
-								newDefer,
-								isFunction( onFulfilled ) ?
-									onFulfilled :
-									Identity
-							)
-						);
-
-						// rejected_handlers.add( ... )
-						tuples[ 2 ][ 3 ].add(
-							resolve(
-								0,
-								newDefer,
-								isFunction( onRejected ) ?
-									onRejected :
-									Thrower
-							)
-						);
-					} ).promise();
-				},
-
-				// Get a promise for this deferred
-				// If obj is provided, the promise aspect is added to the object
-				promise: function( obj ) {
-					return obj != null ? jQuery.extend( obj, promise ) : promise;
-				}
-			},
-			deferred = {};
-
-		// Add list-specific methods
-		jQuery.each( tuples, function( i, tuple ) {
-			var list = tuple[ 2 ],
-				stateString = tuple[ 5 ];
-
-			// promise.progress = list.add
-			// promise.done = list.add
-			// promise.fail = list.add
-			promise[ tuple[ 1 ] ] = list.add;
-
-			// Handle state
-			if ( stateString ) {
-				list.add(
-					function() {
-
-						// state = "resolved" (i.e., fulfilled)
-						// state = "rejected"
-						state = stateString;
-					},
-
-					// rejected_callbacks.disable
-					// fulfilled_callbacks.disable
-					tuples[ 3 - i ][ 2 ].disable,
-
-					// rejected_handlers.disable
-					// fulfilled_handlers.disable
-					tuples[ 3 - i ][ 3 ].disable,
-
-					// progress_callbacks.lock
-					tuples[ 0 ][ 2 ].lock,
-
-					// progress_handlers.lock
-					tuples[ 0 ][ 3 ].lock
-				);
-			}
-
-			// progress_handlers.fire
-			// fulfilled_handlers.fire
-			// rejected_handlers.fire
-			list.add( tuple[ 3 ].fire );
-
-			// deferred.notify = function() { deferred.notifyWith(...) }
-			// deferred.resolve = function() { deferred.resolveWith(...) }
-			// deferred.reject = function() { deferred.rejectWith(...) }
-			deferred[ tuple[ 0 ] ] = function() {
-				deferred[ tuple[ 0 ] + "With" ]( this === deferred ? undefined : this, arguments );
-				return this;
-			};
-
-			// deferred.notifyWith = list.fireWith
-			// deferred.resolveWith = list.fireWith
-			// deferred.rejectWith = list.fireWith
-			deferred[ tuple[ 0 ] + "With" ] = list.fireWith;
-		} );
-
-		// Make the deferred a promise
-		promise.promise( deferred );
-
-		// Call given func if any
-		if ( func ) {
-			func.call( deferred, deferred );
-		}
-
-		// All done!
-		return deferred;
-	},
-
-	// Deferred helper
-	when: function( singleValue ) {
-		var
-
-			// count of uncompleted subordinates
-			remaining = arguments.length,
-
-			// count of unprocessed arguments
-			i = remaining,
-
-			// subordinate fulfillment data
-			resolveContexts = Array( i ),
-			resolveValues = slice.call( arguments ),
-
-			// the master Deferred
-			master = jQuery.Deferred(),
-
-			// subordinate callback factory
-			updateFunc = function( i ) {
-				return function( value ) {
-					resolveContexts[ i ] = this;
-					resolveValues[ i ] = arguments.length > 1 ? slice.call( arguments ) : value;
-					if ( !( --remaining ) ) {
-						master.resolveWith( resolveContexts, resolveValues );
-					}
-				};
-			};
-
-		// Single- and empty arguments are adopted like Promise.resolve
-		if ( remaining <= 1 ) {
-			adoptValue( singleValue, master.done( updateFunc( i ) ).resolve, master.reject,
-				!remaining );
-
-			// Use .then() to unwrap secondary thenables (cf. gh-3000)
-			if ( master.state() === "pending" ||
-				isFunction( resolveValues[ i ] && resolveValues[ i ].then ) ) {
-
-				return master.then();
-			}
-		}
-
-		// Multiple arguments are aggregated like Promise.all array elements
-		while ( i-- ) {
-			adoptValue( resolveValues[ i ], updateFunc( i ), master.reject );
-		}
-
-		return master.promise();
-	}
-} );
-
-
-// These usually indicate a programmer mistake during development,
-// warn about them ASAP rather than swallowing them by default.
-var rerrorNames = /^(Eval|Internal|Range|Reference|Syntax|Type|URI)Error$/;
-
-jQuery.Deferred.exceptionHook = function( error, stack ) {
-
-	// Support: IE 8 - 9 only
-	// Console exists when dev tools are open, which can happen at any time
-	if ( window.console && window.console.warn && error && rerrorNames.test( error.name ) ) {
-		window.console.warn( "jQuery.Deferred exception: " + error.message, error.stack, stack );
-	}
-};
-
-
-
-
-jQuery.readyException = function( error ) {
-	window.setTimeout( function() {
-		throw error;
-	} );
-};
-
-
-
-
-// The deferred used on DOM ready
-var readyList = jQuery.Deferred();
-
-jQuery.fn.ready = function( fn ) {
-
-	readyList
-		.then( fn )
-
-		// Wrap jQuery.readyException in a function so that the lookup
-		// happens at the time of error handling instead of callback
-		// registration.
-		.catch( function( error ) {
-			jQuery.readyException( error );
-		} );
-
-	return this;
-};
-
-jQuery.extend( {
-
-	// Is the DOM ready to be used? Set to true once it occurs.
-	isReady: false,
-
-	// A counter to track how many items to wait for before
-	// the ready event fires. See #6781
-	readyWait: 1,
-
-	// Handle when the DOM is ready
-	ready: function( wait ) {
-
-		// Abort if there are pending holds or we're already ready
-		if ( wait === true ? --jQuery.readyWait : jQuery.isReady ) {
-			return;
-		}
-
-		// Remember that the DOM is ready
-		jQuery.isReady = true;
-
-		// If a normal DOM Ready event fired, decrement, and wait if need be
-		if ( wait !== true && --jQuery.readyWait > 0 ) {
-			return;
-		}
-
-		// If there are functions bound, to execute
-		readyList.resolveWith( document, [ jQuery ] );
-	}
-} );
-
-jQuery.ready.then = readyList.then;
-
-// The ready event handler and self cleanup method
-function completed() {
-	document.removeEventListener( "DOMContentLoaded", completed );
-	window.removeEventListener( "load", completed );
-	jQuery.ready();
-}
-
-// Catch cases where $(document).ready() is called
-// after the browser event has already occurred.
-// Support: IE <=9 - 10 only
-// Older IE sometimes signals "interactive" too soon
-if ( document.readyState === "complete" ||
-	( document.readyState !== "loading" && !document.documentElement.doScroll ) ) {
-
-	// Handle it asynchronously to allow scripts the opportunity to delay ready
-	window.setTimeout( jQuery.ready );
-
-} else {
-
-	// Use the handy event callback
-	document.addEventListener( "DOMContentLoaded", completed );
-
-	// A fallback to window.onload, that will always work
-	window.addEventListener( "load", completed );
-}
-
-
-
-
-// Multifunctional method to get and set values of a collection
-// The value/s can optionally be executed if it's a function
-var access = function( elems, fn, key, value, chainable, emptyGet, raw ) {
-	var i = 0,
-		len = elems.length,
-		bulk = key == null;
-
-	// Sets many values
-	if ( toType( key ) === "object" ) {
-		chainable = true;
-		for ( i in key ) {
-			access( elems, fn, i, key[ i ], true, emptyGet, raw );
-		}
-
-	// Sets one value
-	} else if ( value !== undefined ) {
-		chainable = true;
-
-		if ( !isFunction( value ) ) {
-			raw = true;
-		}
-
-		if ( bulk ) {
-
-			// Bulk operations run against the entire set
-			if ( raw ) {
-				fn.call( elems, value );
-				fn = null;
-
-			// ...except when executing function values
-			} else {
-				bulk = fn;
-				fn = function( elem, _key, value ) {
-					return bulk.call( jQuery( elem ), value );
-				};
-			}
-		}
-
-		if ( fn ) {
-			for ( ; i < len; i++ ) {
-				fn(
-					elems[ i ], key, raw ?
-					value :
-					value.call( elems[ i ], i, fn( elems[ i ], key ) )
-				);
-			}
-		}
-	}
-
-	if ( chainable ) {
-		return elems;
-	}
-
-	// Gets
-	if ( bulk ) {
-		return fn.call( elems );
-	}
-
-	return len ? fn( elems[ 0 ], key ) : emptyGet;
-};
-
-
-// Matches dashed string for camelizing
-var rmsPrefix = /^-ms-/,
-	rdashAlpha = /-([a-z])/g;
-
-// Used by camelCase as callback to replace()
-function fcamelCase( _all, letter ) {
-	return letter.toUpperCase();
-}
-
-// Convert dashed to camelCase; used by the css and data modules
-// Support: IE <=9 - 11, Edge 12 - 15
-// Microsoft forgot to hump their vendor prefix (#9572)
-function camelCase( string ) {
-	return string.replace( rmsPrefix, "ms-" ).replace( rdashAlpha, fcamelCase );
-}
-var acceptData = function( owner ) {
-
-	// Accepts only:
-	//  - Node
-	//    - Node.ELEMENT_NODE
-	//    - Node.DOCUMENT_NODE
-	//  - Object
-	//    - Any
-	return owner.nodeType === 1 || owner.nodeType === 9 || !( +owner.nodeType );
-};
-
-
-
-
-function Data() {
-	this.expando = jQuery.expando + Data.uid++;
-}
-
-Data.uid = 1;
-
-Data.prototype = {
-
-	cache: function( owner ) {
-
-		// Check if the owner object already has a cache
-		var value = owner[ this.expando ];
-
-		// If not, create one
-		if ( !value ) {
-			value = {};
-
-			// We can accept data for non-element nodes in modern browsers,
-			// but we should not, see #8335.
-			// Always return an empty object.
-			if ( acceptData( owner ) ) {
-
-				// If it is a node unlikely to be stringify-ed or looped over
-				// use plain assignment
-				if ( owner.nodeType ) {
-					owner[ this.expando ] = value;
-
-				// Otherwise secure it in a non-enumerable property
-				// configurable must be true to allow the property to be
-				// deleted when data is removed
-				} else {
-					Object.defineProperty( owner, this.expando, {
-						value: value,
-						configurable: true
-					} );
-				}
-			}
-		}
-
-		return value;
-	},
-	set: function( owner, data, value ) {
-		var prop,
-			cache = this.cache( owner );
-
-		// Handle: [ owner, key, value ] args
-		// Always use camelCase key (gh-2257)
-		if ( typeof data === "string" ) {
-			cache[ camelCase( data ) ] = value;
-
-		// Handle: [ owner, { properties } ] args
-		} else {
-
-			// Copy the properties one-by-one to the cache object
-			for ( prop in data ) {
-				cache[ camelCase( prop ) ] = data[ prop ];
-			}
-		}
-		return cache;
-	},
-	get: function( owner, key ) {
-		return key === undefined ?
-			this.cache( owner ) :
-
-			// Always use camelCase key (gh-2257)
-			owner[ this.expando ] && owner[ this.expando ][ camelCase( key ) ];
-	},
-	access: function( owner, key, value ) {
-
-		// In cases where either:
-		//
-		//   1. No key was specified
-		//   2. A string key was specified, but no value provided
-		//
-		// Take the "read" path and allow the get method to determine
-		// which value to return, respectively either:
-		//
-		//   1. The entire cache object
-		//   2. The data stored at the key
-		//
-		if ( key === undefined ||
-				( ( key && typeof key === "string" ) && value === undefined ) ) {
-
-			return this.get( owner, key );
-		}
-
-		// When the key is not a string, or both a key and value
-		// are specified, set or extend (existing objects) with either:
-		//
-		//   1. An object of properties
-		//   2. A key and value
-		//
-		this.set( owner, key, value );
-
-		// Since the "set" path can have two possible entry points
-		// return the expected data based on which path was taken[*]
-		return value !== undefined ? value : key;
-	},
-	remove: function( owner, key ) {
-		var i,
-			cache = owner[ this.expando ];
-
-		if ( cache === undefined ) {
-			return;
-		}
-
-		if ( key !== undefined ) {
-
-			// Support array or space separated string of keys
-			if ( Array.isArray( key ) ) {
-
-				// If key is an array of keys...
-				// We always set camelCase keys, so remove that.
-				key = key.map( camelCase );
-			} else {
-				key = camelCase( key );
-
-				// If a key with the spaces exists, use it.
-				// Otherwise, create an array by matching non-whitespace
-				key = key in cache ?
-					[ key ] :
-					( key.match( rnothtmlwhite ) || [] );
-			}
-
-			i = key.length;
-
-			while ( i-- ) {
-				delete cache[ key[ i ] ];
-			}
-		}
-
-		// Remove the expando if there's no more data
-		if ( key === undefined || jQuery.isEmptyObject( cache ) ) {
-
-			// Support: Chrome <=35 - 45
-			// Webkit & Blink performance suffers when deleting properties
-			// from DOM nodes, so set to undefined instead
-			// https://bugs.chromium.org/p/chromium/issues/detail?id=378607 (bug restricted)
-			if ( owner.nodeType ) {
-				owner[ this.expando ] = undefined;
-			} else {
-				delete owner[ this.expando ];
-			}
-		}
-	},
-	hasData: function( owner ) {
-		var cache = owner[ this.expando ];
-		return cache !== undefined && !jQuery.isEmptyObject( cache );
-	}
-};
-var dataPriv = new Data();
-
-var dataUser = new Data();
-
-
-
-//	Implementation Summary
-//
-//	1. Enforce API surface and semantic compatibility with 1.9.x branch
-//	2. Improve the module's maintainability by reducing the storage
-//		paths to a single mechanism.
-//	3. Use the same single mechanism to support "private" and "user" data.
-//	4. _Never_ expose "private" data to user code (TODO: Drop _data, _removeData)
-//	5. Avoid exposing implementation details on user objects (eg. expando properties)
-//	6. Provide a clear path for implementation upgrade to WeakMap in 2014
-
-var rbrace = /^(?:\{[\w\W]*\}|\[[\w\W]*\])$/,
-	rmultiDash = /[A-Z]/g;
-
-function getData( data ) {
-	if ( data === "true" ) {
-		return true;
-	}
-
-	if ( data === "false" ) {
-		return false;
-	}
-
-	if ( data === "null" ) {
-		return null;
-	}
-
-	// Only convert to a number if it doesn't change the string
-	if ( data === +data + "" ) {
-		return +data;
-	}
-
-	if ( rbrace.test( data ) ) {
-		return JSON.parse( data );
-	}
-
-	return data;
-}
-
-function dataAttr( elem, key, data ) {
-	var name;
-
-	// If nothing was found internally, try to fetch any
-	// data from the HTML5 data-* attribute
-	if ( data === undefined && elem.nodeType === 1 ) {
-		name = "data-" + key.replace( rmultiDash, "-$&" ).toLowerCase();
-		data = elem.getAttribute( name );
-
-		if ( typeof data === "string" ) {
-			try {
-				data = getData( data );
-			} catch ( e ) {}
-
-			// Make sure we set the data so it isn't changed later
-			dataUser.set( elem, key, data );
-		} else {
-			data = undefined;
-		}
-	}
-	return data;
-}
-
-jQuery.extend( {
-	hasData: function( elem ) {
-		return dataUser.hasData( elem ) || dataPriv.hasData( elem );
-	},
-
-	data: function( elem, name, data ) {
-		return dataUser.access( elem, name, data );
-	},
-
-	removeData: function( elem, name ) {
-		dataUser.remove( elem, name );
-	},
-
-	// TODO: Now that all calls to _data and _removeData have been replaced
-	// with direct calls to dataPriv methods, these can be deprecated.
-	_data: function( elem, name, data ) {
-		return dataPriv.access( elem, name, data );
-	},
-
-	_removeData: function( elem, name ) {
-		dataPriv.remove( elem, name );
-	}
-} );
-
-jQuery.fn.extend( {
-	data: function( key, value ) {
-		var i, name, data,
-			elem = this[ 0 ],
-			attrs = elem && elem.attributes;
-
-		// Gets all values
-		if ( key === undefined ) {
-			if ( this.length ) {
-				data = dataUser.get( elem );
-
-				if ( elem.nodeType === 1 && !dataPriv.get( elem, "hasDataAttrs" ) ) {
-					i = attrs.length;
-					while ( i-- ) {
-
-						// Support: IE 11 only
-						// The attrs elements can be null (#14894)
-						if ( attrs[ i ] ) {
-							name = attrs[ i ].name;
-							if ( name.indexOf( "data-" ) === 0 ) {
-								name = camelCase( name.slice( 5 ) );
-								dataAttr( elem, name, data[ name ] );
-							}
-						}
-					}
-					dataPriv.set( elem, "hasDataAttrs", true );
-				}
-			}
-
-			return data;
-		}
-
-		// Sets multiple values
-		if ( typeof key === "object" ) {
-			return this.each( function() {
-				dataUser.set( this, key );
-			} );
-		}
-
-		return access( this, function( value ) {
-			var data;
-
-			// The calling jQuery object (element matches) is not empty
-			// (and therefore has an element appears at this[ 0 ]) and the
-			// `value` parameter was not undefined. An empty jQuery object
-			// will result in `undefined` for elem = this[ 0 ] which will
-			// throw an exception if an attempt to read a data cache is made.
-			if ( elem && value === undefined ) {
-
-				// Attempt to get data from the cache
-				// The key will always be camelCased in Data
-				data = dataUser.get( elem, key );
-				if ( data !== undefined ) {
-					return data;
-				}
-
-				// Attempt to "discover" the data in
-				// HTML5 custom data-* attrs
-				data = dataAttr( elem, key );
-				if ( data !== undefined ) {
-					return data;
-				}
-
-				// We tried really hard, but the data doesn't exist.
-				return;
-			}
-
-			// Set the data...
-			this.each( function() {
-
-				// We always store the camelCased key
-				dataUser.set( this, key, value );
-			} );
-		}, null, value, arguments.length > 1, null, true );
-	},
-
-	removeData: function( key ) {
-		return this.each( function() {
-			dataUser.remove( this, key );
-		} );
-	}
-} );
-
-
-jQuery.extend( {
-	queue: function( elem, type, data ) {
-		var queue;
-
-		if ( elem ) {
-			type = ( type || "fx" ) + "queue";
-			queue = dataPriv.get( elem, type );
-
-			// Speed up dequeue by getting out quickly if this is just a lookup
-			if ( data ) {
-				if ( !queue || Array.isArray( data ) ) {
-					queue = dataPriv.access( elem, type, jQuery.makeArray( data ) );
-				} else {
-					queue.push( data );
-				}
-			}
-			return queue || [];
-		}
-	},
-
-	dequeue: function( elem, type ) {
-		type = type || "fx";
-
-		var queue = jQuery.queue( elem, type ),
-			startLength = queue.length,
-			fn = queue.shift(),
-			hooks = jQuery._queueHooks( elem, type ),
-			next = function() {
-				jQuery.dequeue( elem, type );
-			};
-
-		// If the fx queue is dequeued, always remove the progress sentinel
-		if ( fn === "inprogress" ) {
-			fn = queue.shift();
-			startLength--;
-		}
-
-		if ( fn ) {
-
-			// Add a progress sentinel to prevent the fx queue from being
-			// automatically dequeued
-			if ( type === "fx" ) {
-				queue.unshift( "inprogress" );
-			}
-
-			// Clear up the last queue stop function
-			delete hooks.stop;
-			fn.call( elem, next, hooks );
-		}
-
-		if ( !startLength && hooks ) {
-			hooks.empty.fire();
-		}
-	},
-
-	// Not public - generate a queueHooks object, or return the current one
-	_queueHooks: function( elem, type ) {
-		var key = type + "queueHooks";
-		return dataPriv.get( elem, key ) || dataPriv.access( elem, key, {
-			empty: jQuery.Callbacks( "once memory" ).add( function() {
-				dataPriv.remove( elem, [ type + "queue", key ] );
-			} )
-		} );
-	}
-} );
-
-jQuery.fn.extend( {
-	queue: function( type, data ) {
-		var setter = 2;
-
-		if ( typeof type !== "string" ) {
-			data = type;
-			type = "fx";
-			setter--;
-		}
-
-		if ( arguments.length < setter ) {
-			return jQuery.queue( this[ 0 ], type );
-		}
-
-		return data === undefined ?
-			this :
-			this.each( function() {
-				var queue = jQuery.queue( this, type, data );
-
-				// Ensure a hooks for this queue
-				jQuery._queueHooks( this, type );
-
-				if ( type === "fx" && queue[ 0 ] !== "inprogress" ) {
-					jQuery.dequeue( this, type );
-				}
-			} );
-	},
-	dequeue: function( type ) {
-		return this.each( function() {
-			jQuery.dequeue( this, type );
-		} );
-	},
-	clearQueue: function( type ) {
-		return this.queue( type || "fx", [] );
-	},
-
-	// Get a promise resolved when queues of a certain type
-	// are emptied (fx is the type by default)
-	promise: function( type, obj ) {
-		var tmp,
-			count = 1,
-			defer = jQuery.Deferred(),
-			elements = this,
-			i = this.length,
-			resolve = function() {
-				if ( !( --count ) ) {
-					defer.resolveWith( elements, [ elements ] );
-				}
-			};
-
-		if ( typeof type !== "string" ) {
-			obj = type;
-			type = undefined;
-		}
-		type = type || "fx";
-
-		while ( i-- ) {
-			tmp = dataPriv.get( elements[ i ], type + "queueHooks" );
-			if ( tmp && tmp.empty ) {
-				count++;
-				tmp.empty.add( resolve );
-			}
-		}
-		resolve();
-		return defer.promise( obj );
-	}
-} );
-var pnum = ( /[+-]?(?:\d*\.|)\d+(?:[eE][+-]?\d+|)/ ).source;
-
-var rcssNum = new RegExp( "^(?:([+-])=|)(" + pnum + ")([a-z%]*)$", "i" );
-
-
-var cssExpand = [ "Top", "Right", "Bottom", "Left" ];
-
-var documentElement = document.documentElement;
-
-
-
-	var isAttached = function( elem ) {
-			return jQuery.contains( elem.ownerDocument, elem );
-		},
-		composed = { composed: true };
-
-	// Support: IE 9 - 11+, Edge 12 - 18+, iOS 10.0 - 10.2 only
-	// Check attachment across shadow DOM boundaries when possible (gh-3504)
-	// Support: iOS 10.0-10.2 only
-	// Early iOS 10 versions support `attachShadow` but not `getRootNode`,
-	// leading to errors. We need to check for `getRootNode`.
-	if ( documentElement.getRootNode ) {
-		isAttached = function( elem ) {
-			return jQuery.contains( elem.ownerDocument, elem ) ||
-				elem.getRootNode( composed ) === elem.ownerDocument;
-		};
-	}
-var isHiddenWithinTree = function( elem, el ) {
-
-		// isHiddenWithinTree might be called from jQuery#filter function;
-		// in that case, element will be second argument
-		elem = el || elem;
-
-		// Inline style trumps all
-		return elem.style.display === "none" ||
-			elem.style.display === "" &&
-
-			// Otherwise, check computed style
-			// Support: Firefox <=43 - 45
-			// Disconnected elements can have computed display: none, so first confirm that elem is
-			// in the document.
-			isAttached( elem ) &&
-
-			jQuery.css( elem, "display" ) === "none";
-	};
-
-
-
-function adjustCSS( elem, prop, valueParts, tween ) {
-	var adjusted, scale,
-		maxIterations = 20,
-		currentValue = tween ?
-			function() {
-				return tween.cur();
-			} :
-			function() {
-				return jQuery.css( elem, prop, "" );
-			},
-		initial = currentValue(),
-		unit = valueParts && valueParts[ 3 ] || ( jQuery.cssNumber[ prop ] ? "" : "px" ),
-
-		// Starting value computation is required for potential unit mismatches
-		initialInUnit = elem.nodeType &&
-			( jQuery.cssNumber[ prop ] || unit !== "px" && +initial ) &&
-			rcssNum.exec( jQuery.css( elem, prop ) );
-
-	if ( initialInUnit && initialInUnit[ 3 ] !== unit ) {
-
-		// Support: Firefox <=54
-		// Halve the iteration target value to prevent interference from CSS upper bounds (gh-2144)
-		initial = initial / 2;
-
-		// Trust units reported by jQuery.css
-		unit = unit || initialInUnit[ 3 ];
-
-		// Iteratively approximate from a nonzero starting point
-		initialInUnit = +initial || 1;
-
-		while ( maxIterations-- ) {
-
-			// Evaluate and update our best guess (doubling guesses that zero out).
-			// Finish if the scale equals or crosses 1 (making the old*new product non-positive).
-			jQuery.style( elem, prop, initialInUnit + unit );
-			if ( ( 1 - scale ) * ( 1 - ( scale = currentValue() / initial || 0.5 ) ) <= 0 ) {
-				maxIterations = 0;
-			}
-			initialInUnit = initialInUnit / scale;
-
-		}
-
-		initialInUnit = initialInUnit * 2;
-		jQuery.style( elem, prop, initialInUnit + unit );
-
-		// Make sure we update the tween properties later on
-		valueParts = valueParts || [];
-	}
-
-	if ( valueParts ) {
-		initialInUnit = +initialInUnit || +initial || 0;
-
-		// Apply relative offset (+=/-=) if specified
-		adjusted = valueParts[ 1 ] ?
-			initialInUnit + ( valueParts[ 1 ] + 1 ) * valueParts[ 2 ] :
-			+valueParts[ 2 ];
-		if ( tween ) {
-			tween.unit = unit;
-			tween.start = initialInUnit;
-			tween.end = adjusted;
-		}
-	}
-	return adjusted;
-}
-
-
-var defaultDisplayMap = {};
-
-function getDefaultDisplay( elem ) {
-	var temp,
-		doc = elem.ownerDocument,
-		nodeName = elem.nodeName,
-		display = defaultDisplayMap[ nodeName ];
-
-	if ( display ) {
-		return display;
-	}
-
-	temp = doc.body.appendChild( doc.createElement( nodeName ) );
-	display = jQuery.css( temp, "display" );
-
-	temp.parentNode.removeChild( temp );
-
-	if ( display === "none" ) {
-		display = "block";
-	}
-	defaultDisplayMap[ nodeName ] = display;
-
-	return display;
-}
-
-function showHide( elements, show ) {
-	var display, elem,
-		values = [],
-		index = 0,
-		length = elements.length;
-
-	// Determine new display value for elements that need to change
-	for ( ; index < length; index++ ) {
-		elem = elements[ index ];
-		if ( !elem.style ) {
-			continue;
-		}
-
-		display = elem.style.display;
-		if ( show ) {
-
-			// Since we force visibility upon cascade-hidden elements, an immediate (and slow)
-			// check is required in this first loop unless we have a nonempty display value (either
-			// inline or about-to-be-restored)
-			if ( display === "none" ) {
-				values[ index ] = dataPriv.get( elem, "display" ) || null;
-				if ( !values[ index ] ) {
-					elem.style.display = "";
-				}
-			}
-			if ( elem.style.display === "" && isHiddenWithinTree( elem ) ) {
-				values[ index ] = getDefaultDisplay( elem );
-			}
-		} else {
-			if ( display !== "none" ) {
-				values[ index ] = "none";
-
-				// Remember what we're overwriting
-				dataPriv.set( elem, "display", display );
-			}
-		}
-	}
-
-	// Set the display of the elements in a second loop to avoid constant reflow
-	for ( index = 0; index < length; index++ ) {
-		if ( values[ index ] != null ) {
-			elements[ index ].style.display = values[ index ];
-		}
-	}
-
-	return elements;
-}
-
-jQuery.fn.extend( {
-	show: function() {
-		return showHide( this, true );
-	},
-	hide: function() {
-		return showHide( this );
-	},
-	toggle: function( state ) {
-		if ( typeof state === "boolean" ) {
-			return state ? this.show() : this.hide();
-		}
-
-		return this.each( function() {
-			if ( isHiddenWithinTree( this ) ) {
-				jQuery( this ).show();
-			} else {
-				jQuery( this ).hide();
-			}
-		} );
-	}
-} );
-var rcheckableType = ( /^(?:checkbox|radio)$/i );
-
-var rtagName = ( /<([a-z][^\/\0>\x20\t\r\n\f]*)/i );
-
-var rscriptType = ( /^$|^module$|\/(?:java|ecma)script/i );
-
-
-
-( function() {
-	var fragment = document.createDocumentFragment(),
-		div = fragment.appendChild( document.createElement( "div" ) ),
-		input = document.createElement( "input" );
-
-	// Support: Android 4.0 - 4.3 only
-	// Check state lost if the name is set (#11217)
-	// Support: Windows Web Apps (WWA)
-	// `name` and `type` must use .setAttribute for WWA (#14901)
-	input.setAttribute( "type", "radio" );
-	input.setAttribute( "checked", "checked" );
-	input.setAttribute( "name", "t" );
-
-	div.appendChild( input );
-
-	// Support: Android <=4.1 only
-	// Older WebKit doesn't clone checked state correctly in fragments
-	support.checkClone = div.cloneNode( true ).cloneNode( true ).lastChild.checked;
-
-	// Support: IE <=11 only
-	// Make sure textarea (and checkbox) defaultValue is properly cloned
-	div.innerHTML = "<textarea>x</textarea>";
-	support.noCloneChecked = !!div.cloneNode( true ).lastChild.defaultValue;
-
-	// Support: IE <=9 only
-	// IE <=9 replaces <option> tags with their contents when inserted outside of
-	// the select element.
-	div.innerHTML = "<option></option>";
-	support.option = !!div.lastChild;
-} )();
-
-
-// We have to close these tags to support XHTML (#13200)
-var wrapMap = {
-
-	// XHTML parsers do not magically insert elements in the
-	// same way that tag soup parsers do. So we cannot shorten
-	// this by omitting <tbody> or other required elements.
-	thead: [ 1, "<table>", "</table>" ],
-	col: [ 2, "<table><colgroup>", "</colgroup></table>" ],
-	tr: [ 2, "<table><tbody>", "</tbody></table>" ],
-	td: [ 3, "<table><tbody><tr>", "</tr></tbody></table>" ],
-
-	_default: [ 0, "", "" ]
-};
-
-wrapMap.tbody = wrapMap.tfoot = wrapMap.colgroup = wrapMap.caption = wrapMap.thead;
-wrapMap.th = wrapMap.td;
-
-// Support: IE <=9 only
-if ( !support.option ) {
-	wrapMap.optgroup = wrapMap.option = [ 1, "<select multiple='multiple'>", "</select>" ];
-}
-
-
-function getAll( context, tag ) {
-
-	// Support: IE <=9 - 11 only
-	// Use typeof to avoid zero-argument method invocation on host objects (#15151)
-	var ret;
-
-	if ( typeof context.getElementsByTagName !== "undefined" ) {
-		ret = context.getElementsByTagName( tag || "*" );
-
-	} else if ( typeof context.querySelectorAll !== "undefined" ) {
-		ret = context.querySelectorAll( tag || "*" );
-
-	} else {
-		ret = [];
-	}
-
-	if ( tag === undefined || tag && nodeName( context, tag ) ) {
-		return jQuery.merge( [ context ], ret );
-	}
-
-	return ret;
-}
-
-
-// Mark scripts as having already been evaluated
-function setGlobalEval( elems, refElements ) {
-	var i = 0,
-		l = elems.length;
-
-	for ( ; i < l; i++ ) {
-		dataPriv.set(
-			elems[ i ],
-			"globalEval",
-			!refElements || dataPriv.get( refElements[ i ], "globalEval" )
-		);
-	}
-}
-
-
-var rhtml = /<|&#?\w+;/;
-
-function buildFragment( elems, context, scripts, selection, ignored ) {
-	var elem, tmp, tag, wrap, attached, j,
-		fragment = context.createDocumentFragment(),
-		nodes = [],
-		i = 0,
-		l = elems.length;
-
-	for ( ; i < l; i++ ) {
-		elem = elems[ i ];
-
-		if ( elem || elem === 0 ) {
-
-			// Add nodes directly
-			if ( toType( elem ) === "object" ) {
-
-				// Support: Android <=4.0 only, PhantomJS 1 only
-				// push.apply(_, arraylike) throws on ancient WebKit
-				jQuery.merge( nodes, elem.nodeType ? [ elem ] : elem );
-
-			// Convert non-html into a text node
-			} else if ( !rhtml.test( elem ) ) {
-				nodes.push( context.createTextNode( elem ) );
-
-			// Convert html into DOM nodes
-			} else {
-				tmp = tmp || fragment.appendChild( context.createElement( "div" ) );
-
-				// Deserialize a standard representation
-				tag = ( rtagName.exec( elem ) || [ "", "" ] )[ 1 ].toLowerCase();
-				wrap = wrapMap[ tag ] || wrapMap._default;
-				tmp.innerHTML = wrap[ 1 ] + jQuery.htmlPrefilter( elem ) + wrap[ 2 ];
-
-				// Descend through wrappers to the right content
-				j = wrap[ 0 ];
-				while ( j-- ) {
-					tmp = tmp.lastChild;
-				}
-
-				// Support: Android <=4.0 only, PhantomJS 1 only
-				// push.apply(_, arraylike) throws on ancient WebKit
-				jQuery.merge( nodes, tmp.childNodes );
-
-				// Remember the top-level container
-				tmp = fragment.firstChild;
-
-				// Ensure the created nodes are orphaned (#12392)
-				tmp.textContent = "";
-			}
-		}
-	}
-
-	// Remove wrapper from fragment
-	fragment.textContent = "";
-
-	i = 0;
-	while ( ( elem = nodes[ i++ ] ) ) {
-
-		// Skip elements already in the context collection (trac-4087)
-		if ( selection && jQuery.inArray( elem, selection ) > -1 ) {
-			if ( ignored ) {
-				ignored.push( elem );
-			}
-			continue;
-		}
-
-		attached = isAttached( elem );
-
-		// Append to fragment
-		tmp = getAll( fragment.appendChild( elem ), "script" );
-
-		// Preserve script evaluation history
-		if ( attached ) {
-			setGlobalEval( tmp );
-		}
-
-		// Capture executables
-		if ( scripts ) {
-			j = 0;
-			while ( ( elem = tmp[ j++ ] ) ) {
-				if ( rscriptType.test( elem.type || "" ) ) {
-					scripts.push( elem );
-				}
-			}
-		}
-	}
-
-	return fragment;
-}
-
-
-var
-	rkeyEvent = /^key/,
-	rmouseEvent = /^(?:mouse|pointer|contextmenu|drag|drop)|click/,
-	rtypenamespace = /^([^.]*)(?:\.(.+)|)/;
-
-function returnTrue() {
-	return true;
-}
-
-function returnFalse() {
-	return false;
-}
-
-// Support: IE <=9 - 11+
-// focus() and blur() are asynchronous, except when they are no-op.
-// So expect focus to be synchronous when the element is already active,
-// and blur to be synchronous when the element is not already active.
-// (focus and blur are always synchronous in other supported browsers,
-// this just defines when we can count on it).
-function expectSync( elem, type ) {
-	return ( elem === safeActiveElement() ) === ( type === "focus" );
-}
-
-// Support: IE <=9 only
-// Accessing document.activeElement can throw unexpectedly
-// https://bugs.jquery.com/ticket/13393
-function safeActiveElement() {
-	try {
-		return document.activeElement;
-	} catch ( err ) { }
-}
-
-function on( elem, types, selector, data, fn, one ) {
-	var origFn, type;
-
-	// Types can be a map of types/handlers
-	if ( typeof types === "object" ) {
-
-		// ( types-Object, selector, data )
-		if ( typeof selector !== "string" ) {
-
-			// ( types-Object, data )
-			data = data || selector;
-			selector = undefined;
-		}
-		for ( type in types ) {
-			on( elem, type, selector, data, types[ type ], one );
-		}
-		return elem;
-	}
-
-	if ( data == null && fn == null ) {
-
-		// ( types, fn )
-		fn = selector;
-		data = selector = undefined;
-	} else if ( fn == null ) {
-		if ( typeof selector === "string" ) {
-
-			// ( types, selector, fn )
-			fn = data;
-			data = undefined;
-		} else {
-
-			// ( types, data, fn )
-			fn = data;
-			data = selector;
-			selector = undefined;
-		}
-	}
-	if ( fn === false ) {
-		fn = returnFalse;
-	} else if ( !fn ) {
-		return elem;
-	}
-
-	if ( one === 1 ) {
-		origFn = fn;
-		fn = function( event ) {
-
-			// Can use an empty set, since event contains the info
-			jQuery().off( event );
-			return origFn.apply( this, arguments );
-		};
-
-		// Use same guid so caller can remove using origFn
-		fn.guid = origFn.guid || ( origFn.guid = jQuery.guid++ );
-	}
-	return elem.each( function() {
-		jQuery.event.add( this, types, fn, data, selector );
-	} );
-}
-
-/*
- * Helper functions for managing events -- not part of the public interface.
- * Props to Dean Edwards' addEvent library for many of the ideas.
- */
-jQuery.event = {
-
-	global: {},
-
-	add: function( elem, types, handler, data, selector ) {
-
-		var handleObjIn, eventHandle, tmp,
-			events, t, handleObj,
-			special, handlers, type, namespaces, origType,
-			elemData = dataPriv.get( elem );
-
-		// Only attach events to objects that accept data
-		if ( !acceptData( elem ) ) {
-			return;
-		}
-
-		// Caller can pass in an object of custom data in lieu of the handler
-		if ( handler.handler ) {
-			handleObjIn = handler;
-			handler = handleObjIn.handler;
-			selector = handleObjIn.selector;
-		}
-
-		// Ensure that invalid selectors throw exceptions at attach time
-		// Evaluate against documentElement in case elem is a non-element node (e.g., document)
-		if ( selector ) {
-			jQuery.find.matchesSelector( documentElement, selector );
-		}
-
-		// Make sure that the handler has a unique ID, used to find/remove it later
-		if ( !handler.guid ) {
-			handler.guid = jQuery.guid++;
-		}
-
-		// Init the element's event structure and main handler, if this is the first
-		if ( !( events = elemData.events ) ) {
-			events = elemData.events = Object.create( null );
-		}
-		if ( !( eventHandle = elemData.handle ) ) {
-			eventHandle = elemData.handle = function( e ) {
-
-				// Discard the second event of a jQuery.event.trigger() and
-				// when an event is called after a page has unloaded
-				return typeof jQuery !== "undefined" && jQuery.event.triggered !== e.type ?
-					jQuery.event.dispatch.apply( elem, arguments ) : undefined;
-			};
-		}
-
-		// Handle multiple events separated by a space
-		types = ( types || "" ).match( rnothtmlwhite ) || [ "" ];
-		t = types.length;
-		while ( t-- ) {
-			tmp = rtypenamespace.exec( types[ t ] ) || [];
-			type = origType = tmp[ 1 ];
-			namespaces = ( tmp[ 2 ] || "" ).split( "." ).sort();
-
-			// There *must* be a type, no attaching namespace-only handlers
-			if ( !type ) {
-				continue;
-			}
-
-			// If event changes its type, use the special event handlers for the changed type
-			special = jQuery.event.special[ type ] || {};
-
-			// If selector defined, determine special event api type, otherwise given type
-			type = ( selector ? special.delegateType : special.bindType ) || type;
-
-			// Update special based on newly reset type
-			special = jQuery.event.special[ type ] || {};
-
-			// handleObj is passed to all event handlers
-			handleObj = jQuery.extend( {
-				type: type,
-				origType: origType,
-				data: data,
-				handler: handler,
-				guid: handler.guid,
-				selector: selector,
-				needsContext: selector && jQuery.expr.match.needsContext.test( selector ),
-				namespace: namespaces.join( "." )
-			}, handleObjIn );
-
-			// Init the event handler queue if we're the first
-			if ( !( handlers = events[ type ] ) ) {
-				handlers = events[ type ] = [];
-				handlers.delegateCount = 0;
-
-				// Only use addEventListener if the special events handler returns false
-				if ( !special.setup ||
-					special.setup.call( elem, data, namespaces, eventHandle ) === false ) {
-
-					if ( elem.addEventListener ) {
-						elem.addEventListener( type, eventHandle );
-					}
-				}
-			}
-
-			if ( special.add ) {
-				special.add.call( elem, handleObj );
-
-				if ( !handleObj.handler.guid ) {
-					handleObj.handler.guid = handler.guid;
-				}
-			}
-
-			// Add to the element's handler list, delegates in front
-			if ( selector ) {
-				handlers.splice( handlers.delegateCount++, 0, handleObj );
-			} else {
-				handlers.push( handleObj );
-			}
-
-			// Keep track of which events have ever been used, for event optimization
-			jQuery.event.global[ type ] = true;
-		}
-
-	},
-
-	// Detach an event or set of events from an element
-	remove: function( elem, types, handler, selector, mappedTypes ) {
-
-		var j, origCount, tmp,
-			events, t, handleObj,
-			special, handlers, type, namespaces, origType,
-			elemData = dataPriv.hasData( elem ) && dataPriv.get( elem );
-
-		if ( !elemData || !( events = elemData.events ) ) {
-			return;
-		}
-
-		// Once for each type.namespace in types; type may be omitted
-		types = ( types || "" ).match( rnothtmlwhite ) || [ "" ];
-		t = types.length;
-		while ( t-- ) {
-			tmp = rtypenamespace.exec( types[ t ] ) || [];
-			type = origType = tmp[ 1 ];
-			namespaces = ( tmp[ 2 ] || "" ).split( "." ).sort();
-
-			// Unbind all events (on this namespace, if provided) for the element
-			if ( !type ) {
-				for ( type in events ) {
-					jQuery.event.remove( elem, type + types[ t ], handler, selector, true );
-				}
-				continue;
-			}
-
-			special = jQuery.event.special[ type ] || {};
-			type = ( selector ? special.delegateType : special.bindType ) || type;
-			handlers = events[ type ] || [];
-			tmp = tmp[ 2 ] &&
-				new RegExp( "(^|\\.)" + namespaces.join( "\\.(?:.*\\.|)" ) + "(\\.|$)" );
-
-			// Remove matching events
-			origCount = j = handlers.length;
-			while ( j-- ) {
-				handleObj = handlers[ j ];
-
-				if ( ( mappedTypes || origType === handleObj.origType ) &&
-					( !handler || handler.guid === handleObj.guid ) &&
-					( !tmp || tmp.test( handleObj.namespace ) ) &&
-					( !selector || selector === handleObj.selector ||
-						selector === "**" && handleObj.selector ) ) {
-					handlers.splice( j, 1 );
-
-					if ( handleObj.selector ) {
-						handlers.delegateCount--;
-					}
-					if ( special.remove ) {
-						special.remove.call( elem, handleObj );
-					}
-				}
-			}
-
-			// Remove generic event handler if we removed something and no more handlers exist
-			// (avoids potential for endless recursion during removal of special event handlers)
-			if ( origCount && !handlers.length ) {
-				if ( !special.teardown ||
-					special.teardown.call( elem, namespaces, elemData.handle ) === false ) {
-
-					jQuery.removeEvent( elem, type, elemData.handle );
-				}
-
-				delete events[ type ];
-			}
-		}
-
-		// Remove data and the expando if it's no longer used
-		if ( jQuery.isEmptyObject( events ) ) {
-			dataPriv.remove( elem, "handle events" );
-		}
-	},
-
-	dispatch: function( nativeEvent ) {
-
-		var i, j, ret, matched, handleObj, handlerQueue,
-			args = new Array( arguments.length ),
-
-			// Make a writable jQuery.Event from the native event object
-			event = jQuery.event.fix( nativeEvent ),
-
-			handlers = (
-					dataPriv.get( this, "events" ) || Object.create( null )
-				)[ event.type ] || [],
-			special = jQuery.event.special[ event.type ] || {};
-
-		// Use the fix-ed jQuery.Event rather than the (read-only) native event
-		args[ 0 ] = event;
-
-		for ( i = 1; i < arguments.length; i++ ) {
-			args[ i ] = arguments[ i ];
-		}
-
-		event.delegateTarget = this;
-
-		// Call the preDispatch hook for the mapped type, and let it bail if desired
-		if ( special.preDispatch && special.preDispatch.call( this, event ) === false ) {
-			return;
-		}
-
-		// Determine handlers
-		handlerQueue = jQuery.event.handlers.call( this, event, handlers );
-
-		// Run delegates first; they may want to stop propagation beneath us
-		i = 0;
-		while ( ( matched = handlerQueue[ i++ ] ) && !event.isPropagationStopped() ) {
-			event.currentTarget = matched.elem;
-
-			j = 0;
-			while ( ( handleObj = matched.handlers[ j++ ] ) &&
-				!event.isImmediatePropagationStopped() ) {
-
-				// If the event is namespaced, then each handler is only invoked if it is
-				// specially universal or its namespaces are a superset of the event's.
-				if ( !event.rnamespace || handleObj.namespace === false ||
-					event.rnamespace.test( handleObj.namespace ) ) {
-
-					event.handleObj = handleObj;
-					event.data = handleObj.data;
-
-					ret = ( ( jQuery.event.special[ handleObj.origType ] || {} ).handle ||
-						handleObj.handler ).apply( matched.elem, args );
-
-					if ( ret !== undefined ) {
-						if ( ( event.result = ret ) === false ) {
-							event.preventDefault();
-							event.stopPropagation();
-						}
-					}
-				}
-			}
-		}
-
-		// Call the postDispatch hook for the mapped type
-		if ( special.postDispatch ) {
-			special.postDispatch.call( this, event );
-		}
-
-		return event.result;
-	},
-
-	handlers: function( event, handlers ) {
-		var i, handleObj, sel, matchedHandlers, matchedSelectors,
-			handlerQueue = [],
-			delegateCount = handlers.delegateCount,
-			cur = event.target;
-
-		// Find delegate handlers
-		if ( delegateCount &&
-
-			// Support: IE <=9
-			// Black-hole SVG <use> instance trees (trac-13180)
-			cur.nodeType &&
-
-			// Support: Firefox <=42
-			// Suppress spec-violating clicks indicating a non-primary pointer button (trac-3861)
-			// https://www.w3.org/TR/DOM-Level-3-Events/#event-type-click
-			// Support: IE 11 only
-			// ...but not arrow key "clicks" of radio inputs, which can have `button` -1 (gh-2343)
-			!( event.type === "click" && event.button >= 1 ) ) {
-
-			for ( ; cur !== this; cur = cur.parentNode || this ) {
-
-				// Don't check non-elements (#13208)
-				// Don't process clicks on disabled elements (#6911, #8165, #11382, #11764)
-				if ( cur.nodeType === 1 && !( event.type === "click" && cur.disabled === true ) ) {
-					matchedHandlers = [];
-					matchedSelectors = {};
-					for ( i = 0; i < delegateCount; i++ ) {
-						handleObj = handlers[ i ];
-
-						// Don't conflict with Object.prototype properties (#13203)
-						sel = handleObj.selector + " ";
-
-						if ( matchedSelectors[ sel ] === undefined ) {
-							matchedSelectors[ sel ] = handleObj.needsContext ?
-								jQuery( sel, this ).index( cur ) > -1 :
-								jQuery.find( sel, this, null, [ cur ] ).length;
-						}
-						if ( matchedSelectors[ sel ] ) {
-							matchedHandlers.push( handleObj );
-						}
-					}
-					if ( matchedHandlers.length ) {
-						handlerQueue.push( { elem: cur, handlers: matchedHandlers } );
-					}
-				}
-			}
-		}
-
-		// Add the remaining (directly-bound) handlers
-		cur = this;
-		if ( delegateCount < handlers.length ) {
-			handlerQueue.push( { elem: cur, handlers: handlers.slice( delegateCount ) } );
-		}
-
-		return handlerQueue;
-	},
-
-	addProp: function( name, hook ) {
-		Object.defineProperty( jQuery.Event.prototype, name, {
-			enumerable: true,
-			configurable: true,
-
-			get: isFunction( hook ) ?
-				function() {
-					if ( this.originalEvent ) {
-							return hook( this.originalEvent );
-					}
-				} :
-				function() {
-					if ( this.originalEvent ) {
-							return this.originalEvent[ name ];
-					}
-				},
-
-			set: function( value ) {
-				Object.defineProperty( this, name, {
-					enumerable: true,
-					configurable: true,
-					writable: true,
-					value: value
-				} );
-			}
-		} );
-	},
-
-	fix: function( originalEvent ) {
-		return originalEvent[ jQuery.expando ] ?
-			originalEvent :
-			new jQuery.Event( originalEvent );
-	},
-
-	special: {
-		load: {
-
-			// Prevent triggered image.load events from bubbling to window.load
-			noBubble: true
-		},
-		click: {
-
-			// Utilize native event to ensure correct state for checkable inputs
-			setup: function( data ) {
-
-				// For mutual compressibility with _default, replace `this` access with a local var.
-				// `|| data` is dead code meant only to preserve the variable through minification.
-				var el = this || data;
-
-				// Claim the first handler
-				if ( rcheckableType.test( el.type ) &&
-					el.click && nodeName( el, "input" ) ) {
-
-					// dataPriv.set( el, "click", ... )
-					leverageNative( el, "click", returnTrue );
-				}
-
-				// Return false to allow normal processing in the caller
-				return false;
-			},
-			trigger: function( data ) {
-
-				// For mutual compressibility with _default, replace `this` access with a local var.
-				// `|| data` is dead code meant only to preserve the variable through minification.
-				var el = this || data;
-
-				// Force setup before triggering a click
-				if ( rcheckableType.test( el.type ) &&
-					el.click && nodeName( el, "input" ) ) {
-
-					leverageNative( el, "click" );
-				}
-
-				// Return non-false to allow normal event-path propagation
-				return true;
-			},
-
-			// For cross-browser consistency, suppress native .click() on links
-			// Also prevent it if we're currently inside a leveraged native-event stack
-			_default: function( event ) {
-				var target = event.target;
-				return rcheckableType.test( target.type ) &&
-					target.click && nodeName( target, "input" ) &&
-					dataPriv.get( target, "click" ) ||
-					nodeName( target, "a" );
-			}
-		},
-
-		beforeunload: {
-			postDispatch: function( event ) {
-
-				// Support: Firefox 20+
-				// Firefox doesn't alert if the returnValue field is not set.
-				if ( event.result !== undefined && event.originalEvent ) {
-					event.originalEvent.returnValue = event.result;
-				}
-			}
-		}
-	}
-};
-
-// Ensure the presence of an event listener that handles manually-triggered
-// synthetic events by interrupting progress until reinvoked in response to
-// *native* events that it fires directly, ensuring that state changes have
-// already occurred before other listeners are invoked.
-function leverageNative( el, type, expectSync ) {
-
-	// Missing expectSync indicates a trigger call, which must force setup through jQuery.event.add
-	if ( !expectSync ) {
-		if ( dataPriv.get( el, type ) === undefined ) {
-			jQuery.event.add( el, type, returnTrue );
-		}
-		return;
-	}
-
-	// Register the controller as a special universal handler for all event namespaces
-	dataPriv.set( el, type, false );
-	jQuery.event.add( el, type, {
-		namespace: false,
-		handler: function( event ) {
-			var notAsync, result,
-				saved = dataPriv.get( this, type );
-
-			if ( ( event.isTrigger & 1 ) && this[ type ] ) {
-
-				// Interrupt processing of the outer synthetic .trigger()ed event
-				// Saved data should be false in such cases, but might be a leftover capture object
-				// from an async native handler (gh-4350)
-				if ( !saved.length ) {
-
-					// Store arguments for use when handling the inner native event
-					// There will always be at least one argument (an event object), so this array
-					// will not be confused with a leftover capture object.
-					saved = slice.call( arguments );
-					dataPriv.set( this, type, saved );
-
-					// Trigger the native event and capture its result
-					// Support: IE <=9 - 11+
-					// focus() and blur() are asynchronous
-					notAsync = expectSync( this, type );
-					this[ type ]();
-					result = dataPriv.get( this, type );
-					if ( saved !== result || notAsync ) {
-						dataPriv.set( this, type, false );
-					} else {
-						result = {};
-					}
-					if ( saved !== result ) {
-
-						// Cancel the outer synthetic event
-						event.stopImmediatePropagation();
-						event.preventDefault();
-						return result.value;
-					}
-
-				// If this is an inner synthetic event for an event with a bubbling surrogate
-				// (focus or blur), assume that the surrogate already propagated from triggering the
-				// native event and prevent that from happening again here.
-				// This technically gets the ordering wrong w.r.t. to `.trigger()` (in which the
-				// bubbling surrogate propagates *after* the non-bubbling base), but that seems
-				// less bad than duplication.
-				} else if ( ( jQuery.event.special[ type ] || {} ).delegateType ) {
-					event.stopPropagation();
-				}
-
-			// If this is a native event triggered above, everything is now in order
-			// Fire an inner synthetic event with the original arguments
-			} else if ( saved.length ) {
-
-				// ...and capture the result
-				dataPriv.set( this, type, {
-					value: jQuery.event.trigger(
-
-						// Support: IE <=9 - 11+
-						// Extend with the prototype to reset the above stopImmediatePropagation()
-						jQuery.extend( saved[ 0 ], jQuery.Event.prototype ),
-						saved.slice( 1 ),
-						this
-					)
-				} );
-
-				// Abort handling of the native event
-				event.stopImmediatePropagation();
-			}
-		}
-	} );
-}
-
-jQuery.removeEvent = function( elem, type, handle ) {
-
-	// This "if" is needed for plain objects
-	if ( elem.removeEventListener ) {
-		elem.removeEventListener( type, handle );
-	}
-};
-
-jQuery.Event = function( src, props ) {
-
-	// Allow instantiation without the 'new' keyword
-	if ( !( this instanceof jQuery.Event ) ) {
-		return new jQuery.Event( src, props );
-	}
-
-	// Event object
-	if ( src && src.type ) {
-		this.originalEvent = src;
-		this.type = src.type;
-
-		// Events bubbling up the document may have been marked as prevented
-		// by a handler lower down the tree; reflect the correct value.
-		this.isDefaultPrevented = src.defaultPrevented ||
-				src.defaultPrevented === undefined &&
-
-				// Support: Android <=2.3 only
-				src.returnValue === false ?
-			returnTrue :
-			returnFalse;
-
-		// Create target properties
-		// Support: Safari <=6 - 7 only
-		// Target should not be a text node (#504, #13143)
-		this.target = ( src.target && src.target.nodeType === 3 ) ?
-			src.target.parentNode :
-			src.target;
-
-		this.currentTarget = src.currentTarget;
-		this.relatedTarget = src.relatedTarget;
-
-	// Event type
-	} else {
-		this.type = src;
-	}
-
-	// Put explicitly provided properties onto the event object
-	if ( props ) {
-		jQuery.extend( this, props );
-	}
-
-	// Create a timestamp if incoming event doesn't have one
-	this.timeStamp = src && src.timeStamp || Date.now();
-
-	// Mark it as fixed
-	this[ jQuery.expando ] = true;
-};
-
-// jQuery.Event is based on DOM3 Events as specified by the ECMAScript Language Binding
-// https://www.w3.org/TR/2003/WD-DOM-Level-3-Events-20030331/ecma-script-binding.html
-jQuery.Event.prototype = {
-	constructor: jQuery.Event,
-	isDefaultPrevented: returnFalse,
-	isPropagationStopped: returnFalse,
-	isImmediatePropagationStopped: returnFalse,
-	isSimulated: false,
-
-	preventDefault: function() {
-		var e = this.originalEvent;
-
-		this.isDefaultPrevented = returnTrue;
-
-		if ( e && !this.isSimulated ) {
-			e.preventDefault();
-		}
-	},
-	stopPropagation: function() {
-		var e = this.originalEvent;
-
-		this.isPropagationStopped = returnTrue;
-
-		if ( e && !this.isSimulated ) {
-			e.stopPropagation();
-		}
-	},
-	stopImmediatePropagation: function() {
-		var e = this.originalEvent;
-
-		this.isImmediatePropagationStopped = returnTrue;
-
-		if ( e && !this.isSimulated ) {
-			e.stopImmediatePropagation();
-		}
-
-		this.stopPropagation();
-	}
-};
-
-// Includes all common event props including KeyEvent and MouseEvent specific props
-jQuery.each( {
-	altKey: true,
-	bubbles: true,
-	cancelable: true,
-	changedTouches: true,
-	ctrlKey: true,
-	detail: true,
-	eventPhase: true,
-	metaKey: true,
-	pageX: true,
-	pageY: true,
-	shiftKey: true,
-	view: true,
-	"char": true,
-	code: true,
-	charCode: true,
-	key: true,
-	keyCode: true,
-	button: true,
-	buttons: true,
-	clientX: true,
-	clientY: true,
-	offsetX: true,
-	offsetY: true,
-	pointerId: true,
-	pointerType: true,
-	screenX: true,
-	screenY: true,
-	targetTouches: true,
-	toElement: true,
-	touches: true,
-
-	which: function( event ) {
-		var button = event.button;
-
-		// Add which for key events
-		if ( event.which == null && rkeyEvent.test( event.type ) ) {
-			return event.charCode != null ? event.charCode : event.keyCode;
-		}
-
-		// Add which for click: 1 === left; 2 === middle; 3 === right
-		if ( !event.which && button !== undefined && rmouseEvent.test( event.type ) ) {
-			if ( button & 1 ) {
-				return 1;
-			}
-
-			if ( button & 2 ) {
-				return 3;
-			}
-
-			if ( button & 4 ) {
-				return 2;
-			}
-
-			return 0;
-		}
-
-		return event.which;
-	}
-}, jQuery.event.addProp );
-
-jQuery.each( { focus: "focusin", blur: "focusout" }, function( type, delegateType ) {
-	jQuery.event.special[ type ] = {
-
-		// Utilize native event if possible so blur/focus sequence is correct
-		setup: function() {
-
-			// Claim the first handler
-			// dataPriv.set( this, "focus", ... )
-			// dataPriv.set( this, "blur", ... )
-			leverageNative( this, type, expectSync );
-
-			// Return false to allow normal processing in the caller
-			return false;
-		},
-		trigger: function() {
-
-			// Force setup before trigger
-			leverageNative( this, type );
-
-			// Return non-false to allow normal event-path propagation
-			return true;
-		},
-
-		delegateType: delegateType
-	};
-} );
-
-// Create mouseenter/leave events using mouseover/out and event-time checks
-// so that event delegation works in jQuery.
-// Do the same for pointerenter/pointerleave and pointerover/pointerout
-//
-// Support: Safari 7 only
-// Safari sends mouseenter too often; see:
-// https://bugs.chromium.org/p/chromium/issues/detail?id=470258
-// for the description of the bug (it existed in older Chrome versions as well).
-jQuery.each( {
-	mouseenter: "mouseover",
-	mouseleave: "mouseout",
-	pointerenter: "pointerover",
-	pointerleave: "pointerout"
-}, function( orig, fix ) {
-	jQuery.event.special[ orig ] = {
-		delegateType: fix,
-		bindType: fix,
-
-		handle: function( event ) {
-			var ret,
-				target = this,
-				related = event.relatedTarget,
-				handleObj = event.handleObj;
-
-			// For mouseenter/leave call the handler if related is outside the target.
-			// NB: No relatedTarget if the mouse left/entered the browser window
-			if ( !related || ( related !== target && !jQuery.contains( target, related ) ) ) {
-				event.type = handleObj.origType;
-				ret = handleObj.handler.apply( this, arguments );
-				event.type = fix;
-			}
-			return ret;
-		}
-	};
-} );
-
-jQuery.fn.extend( {
-
-	on: function( types, selector, data, fn ) {
-		return on( this, types, selector, data, fn );
-	},
-	one: function( types, selector, data, fn ) {
-		return on( this, types, selector, data, fn, 1 );
-	},
-	off: function( types, selector, fn ) {
-		var handleObj, type;
-		if ( types && types.preventDefault && types.handleObj ) {
-
-			// ( event )  dispatched jQuery.Event
-			handleObj = types.handleObj;
-			jQuery( types.delegateTarget ).off(
-				handleObj.namespace ?
-					handleObj.origType + "." + handleObj.namespace :
-					handleObj.origType,
-				handleObj.selector,
-				handleObj.handler
-			);
-			return this;
-		}
-		if ( typeof types === "object" ) {
-
-			// ( types-object [, selector] )
-			for ( type in types ) {
-				this.off( type, selector, types[ type ] );
-			}
-			return this;
-		}
-		if ( selector === false || typeof selector === "function" ) {
-
-			// ( types [, fn] )
-			fn = selector;
-			selector = undefined;
-		}
-		if ( fn === false ) {
-			fn = returnFalse;
-		}
-		return this.each( function() {
-			jQuery.event.remove( this, types, fn, selector );
-		} );
-	}
-} );
-
-
-var
-
-	// Support: IE <=10 - 11, Edge 12 - 13 only
-	// In IE/Edge using regex groups here causes severe slowdowns.
-	// See https://connect.microsoft.com/IE/feedback/details/1736512/
-	rnoInnerhtml = /<script|<style|<link/i,
-
-	// checked="checked" or checked
-	rchecked = /checked\s*(?:[^=]|=\s*.checked.)/i,
-	rcleanScript = /^\s*<!(?:\[CDATA\[|--)|(?:\]\]|--)>\s*$/g;
-
-// Prefer a tbody over its parent table for containing new rows
-function manipulationTarget( elem, content ) {
-	if ( nodeName( elem, "table" ) &&
-		nodeName( content.nodeType !== 11 ? content : content.firstChild, "tr" ) ) {
-
-		return jQuery( elem ).children( "tbody" )[ 0 ] || elem;
-	}
-
-	return elem;
-}
-
-// Replace/restore the type attribute of script elements for safe DOM manipulation
-function disableScript( elem ) {
-	elem.type = ( elem.getAttribute( "type" ) !== null ) + "/" + elem.type;
-	return elem;
-}
-function restoreScript( elem ) {
-	if ( ( elem.type || "" ).slice( 0, 5 ) === "true/" ) {
-		elem.type = elem.type.slice( 5 );
-	} else {
-		elem.removeAttribute( "type" );
-	}
-
-	return elem;
-}
-
-function cloneCopyEvent( src, dest ) {
-	var i, l, type, pdataOld, udataOld, udataCur, events;
-
-	if ( dest.nodeType !== 1 ) {
-		return;
-	}
-
-	// 1. Copy private data: events, handlers, etc.
-	if ( dataPriv.hasData( src ) ) {
-		pdataOld = dataPriv.get( src );
-		events = pdataOld.events;
-
-		if ( events ) {
-			dataPriv.remove( dest, "handle events" );
-
-			for ( type in events ) {
-				for ( i = 0, l = events[ type ].length; i < l; i++ ) {
-					jQuery.event.add( dest, type, events[ type ][ i ] );
-				}
-			}
-		}
-	}
-
-	// 2. Copy user data
-	if ( dataUser.hasData( src ) ) {
-		udataOld = dataUser.access( src );
-		udataCur = jQuery.extend( {}, udataOld );
-
-		dataUser.set( dest, udataCur );
-	}
-}
-
-// Fix IE bugs, see support tests
-function fixInput( src, dest ) {
-	var nodeName = dest.nodeName.toLowerCase();
-
-	// Fails to persist the checked state of a cloned checkbox or radio button.
-	if ( nodeName === "input" && rcheckableType.test( src.type ) ) {
-		dest.checked = src.checked;
-
-	// Fails to return the selected option to the default selected state when cloning options
-	} else if ( nodeName === "input" || nodeName === "textarea" ) {
-		dest.defaultValue = src.defaultValue;
-	}
-}
-
-function domManip( collection, args, callback, ignored ) {
-
-	// Flatten any nested arrays
-	args = flat( args );
-
-	var fragment, first, scripts, hasScripts, node, doc,
-		i = 0,
-		l = collection.length,
-		iNoClone = l - 1,
-		value = args[ 0 ],
-		valueIsFunction = isFunction( value );
-
-	// We can't cloneNode fragments that contain checked, in WebKit
-	if ( valueIsFunction ||
-			( l > 1 && typeof value === "string" &&
-				!support.checkClone && rchecked.test( value ) ) ) {
-		return collection.each( function( index ) {
-			var self = collection.eq( index );
-			if ( valueIsFunction ) {
-				args[ 0 ] = value.call( this, index, self.html() );
-			}
-			domManip( self, args, callback, ignored );
-		} );
-	}
-
-	if ( l ) {
-		fragment = buildFragment( args, collection[ 0 ].ownerDocument, false, collection, ignored );
-		first = fragment.firstChild;
-
-		if ( fragment.childNodes.length === 1 ) {
-			fragment = first;
-		}
-
-		// Require either new content or an interest in ignored elements to invoke the callback
-		if ( first || ignored ) {
-			scripts = jQuery.map( getAll( fragment, "script" ), disableScript );
-			hasScripts = scripts.length;
-
-			// Use the original fragment for the last item
-			// instead of the first because it can end up
-			// being emptied incorrectly in certain situations (#8070).
-			for ( ; i < l; i++ ) {
-				node = fragment;
-
-				if ( i !== iNoClone ) {
-					node = jQuery.clone( node, true, true );
-
-					// Keep references to cloned scripts for later restoration
-					if ( hasScripts ) {
-
-						// Support: Android <=4.0 only, PhantomJS 1 only
-						// push.apply(_, arraylike) throws on ancient WebKit
-						jQuery.merge( scripts, getAll( node, "script" ) );
-					}
-				}
-
-				callback.call( collection[ i ], node, i );
-			}
-
-			if ( hasScripts ) {
-				doc = scripts[ scripts.length - 1 ].ownerDocument;
-
-				// Reenable scripts
-				jQuery.map( scripts, restoreScript );
-
-				// Evaluate executable scripts on first document insertion
-				for ( i = 0; i < hasScripts; i++ ) {
-					node = scripts[ i ];
-					if ( rscriptType.test( node.type || "" ) &&
-						!dataPriv.access( node, "globalEval" ) &&
-						jQuery.contains( doc, node ) ) {
-
-						if ( node.src && ( node.type || "" ).toLowerCase()  !== "module" ) {
-
-							// Optional AJAX dependency, but won't run scripts if not present
-							if ( jQuery._evalUrl && !node.noModule ) {
-								jQuery._evalUrl( node.src, {
-									nonce: node.nonce || node.getAttribute( "nonce" )
-								}, doc );
-							}
-						} else {
-							DOMEval( node.textContent.replace( rcleanScript, "" ), node, doc );
-						}
-					}
-				}
-			}
-		}
-	}
-
-	return collection;
-}
-
-function remove( elem, selector, keepData ) {
-	var node,
-		nodes = selector ? jQuery.filter( selector, elem ) : elem,
-		i = 0;
-
-	for ( ; ( node = nodes[ i ] ) != null; i++ ) {
-		if ( !keepData && node.nodeType === 1 ) {
-			jQuery.cleanData( getAll( node ) );
-		}
-
-		if ( node.parentNode ) {
-			if ( keepData && isAttached( node ) ) {
-				setGlobalEval( getAll( node, "script" ) );
-			}
-			node.parentNode.removeChild( node );
-		}
-	}
-
-	return elem;
-}
-
-jQuery.extend( {
-	htmlPrefilter: function( html ) {
-		return html;
-	},
-
-	clone: function( elem, dataAndEvents, deepDataAndEvents ) {
-		var i, l, srcElements, destElements,
-			clone = elem.cloneNode( true ),
-			inPage = isAttached( elem );
-
-		// Fix IE cloning issues
-		if ( !support.noCloneChecked && ( elem.nodeType === 1 || elem.nodeType === 11 ) &&
-				!jQuery.isXMLDoc( elem ) ) {
-
-			// We eschew Sizzle here for performance reasons: https://jsperf.com/getall-vs-sizzle/2
-			destElements = getAll( clone );
-			srcElements = getAll( elem );
-
-			for ( i = 0, l = srcElements.length; i < l; i++ ) {
-				fixInput( srcElements[ i ], destElements[ i ] );
-			}
-		}
-
-		// Copy the events from the original to the clone
-		if ( dataAndEvents ) {
-			if ( deepDataAndEvents ) {
-				srcElements = srcElements || getAll( elem );
-				destElements = destElements || getAll( clone );
-
-				for ( i = 0, l = srcElements.length; i < l; i++ ) {
-					cloneCopyEvent( srcElements[ i ], destElements[ i ] );
-				}
-			} else {
-				cloneCopyEvent( elem, clone );
-			}
-		}
-
-		// Preserve script evaluation history
-		destElements = getAll( clone, "script" );
-		if ( destElements.length > 0 ) {
-			setGlobalEval( destElements, !inPage && getAll( elem, "script" ) );
-		}
-
-		// Return the cloned set
-		return clone;
-	},
-
-	cleanData: function( elems ) {
-		var data, elem, type,
-			special = jQuery.event.special,
-			i = 0;
-
-		for ( ; ( elem = elems[ i ] ) !== undefined; i++ ) {
-			if ( acceptData( elem ) ) {
-				if ( ( data = elem[ dataPriv.expando ] ) ) {
-					if ( data.events ) {
-						for ( type in data.events ) {
-							if ( special[ type ] ) {
-								jQuery.event.remove( elem, type );
-
-							// This is a shortcut to avoid jQuery.event.remove's overhead
-							} else {
-								jQuery.removeEvent( elem, type, data.handle );
-							}
-						}
-					}
-
-					// Support: Chrome <=35 - 45+
-					// Assign undefined instead of using delete, see Data#remove
-					elem[ dataPriv.expando ] = undefined;
-				}
-				if ( elem[ dataUser.expando ] ) {
-
-					// Support: Chrome <=35 - 45+
-					// Assign undefined instead of using delete, see Data#remove
-					elem[ dataUser.expando ] = undefined;
-				}
-			}
-		}
-	}
-} );
-
-jQuery.fn.extend( {
-	detach: function( selector ) {
-		return remove( this, selector, true );
-	},
-
-	remove: function( selector ) {
-		return remove( this, selector );
-	},
-
-	text: function( value ) {
-		return access( this, function( value ) {
-			return value === undefined ?
-				jQuery.text( this ) :
-				this.empty().each( function() {
-					if ( this.nodeType === 1 || this.nodeType === 11 || this.nodeType === 9 ) {
-						this.textContent = value;
-					}
-				} );
-		}, null, value, arguments.length );
-	},
-
-	append: function() {
-		return domManip( this, arguments, function( elem ) {
-			if ( this.nodeType === 1 || this.nodeType === 11 || this.nodeType === 9 ) {
-				var target = manipulationTarget( this, elem );
-				target.appendChild( elem );
-			}
-		} );
-	},
-
-	prepend: function() {
-		return domManip( this, arguments, function( elem ) {
-			if ( this.nodeType === 1 || this.nodeType === 11 || this.nodeType === 9 ) {
-				var target = manipulationTarget( this, elem );
-				target.insertBefore( elem, target.firstChild );
-			}
-		} );
-	},
-
-	before: function() {
-		return domManip( this, arguments, function( elem ) {
-			if ( this.parentNode ) {
-				this.parentNode.insertBefore( elem, this );
-			}
-		} );
-	},
-
-	after: function() {
-		return domManip( this, arguments, function( elem ) {
-			if ( this.parentNode ) {
-				this.parentNode.insertBefore( elem, this.nextSibling );
-			}
-		} );
-	},
-
-	empty: function() {
-		var elem,
-			i = 0;
-
-		for ( ; ( elem = this[ i ] ) != null; i++ ) {
-			if ( elem.nodeType === 1 ) {
-
-				// Prevent memory leaks
-				jQuery.cleanData( getAll( elem, false ) );
-
-				// Remove any remaining nodes
-				elem.textContent = "";
-			}
-		}
-
-		return this;
-	},
-
-	clone: function( dataAndEvents, deepDataAndEvents ) {
-		dataAndEvents = dataAndEvents == null ? false : dataAndEvents;
-		deepDataAndEvents = deepDataAndEvents == null ? dataAndEvents : deepDataAndEvents;
-
-		return this.map( function() {
-			return jQuery.clone( this, dataAndEvents, deepDataAndEvents );
-		} );
-	},
-
-	html: function( value ) {
-		return access( this, function( value ) {
-			var elem = this[ 0 ] || {},
-				i = 0,
-				l = this.length;
-
-			if ( value === undefined && elem.nodeType === 1 ) {
-				return elem.innerHTML;
-			}
-
-			// See if we can take a shortcut and just use innerHTML
-			if ( typeof value === "string" && !rnoInnerhtml.test( value ) &&
-				!wrapMap[ ( rtagName.exec( value ) || [ "", "" ] )[ 1 ].toLowerCase() ] ) {
-
-				value = jQuery.htmlPrefilter( value );
-
-				try {
-					for ( ; i < l; i++ ) {
-						elem = this[ i ] || {};
-
-						// Remove element nodes and prevent memory leaks
-						if ( elem.nodeType === 1 ) {
-							jQuery.cleanData( getAll( elem, false ) );
-							elem.innerHTML = value;
-						}
-					}
-
-					elem = 0;
-
-				// If using innerHTML throws an exception, use the fallback method
-				} catch ( e ) {}
-			}
-
-			if ( elem ) {
-				this.empty().append( value );
-			}
-		}, null, value, arguments.length );
-	},
-
-	replaceWith: function() {
-		var ignored = [];
-
-		// Make the changes, replacing each non-ignored context element with the new content
-		return domManip( this, arguments, function( elem ) {
-			var parent = this.parentNode;
-
-			if ( jQuery.inArray( this, ignored ) < 0 ) {
-				jQuery.cleanData( getAll( this ) );
-				if ( parent ) {
-					parent.replaceChild( elem, this );
-				}
-			}
-
-		// Force callback invocation
-		}, ignored );
-	}
-} );
-
-jQuery.each( {
-	appendTo: "append",
-	prependTo: "prepend",
-	insertBefore: "before",
-	insertAfter: "after",
-	replaceAll: "replaceWith"
-}, function( name, original ) {
-	jQuery.fn[ name ] = function( selector ) {
-		var elems,
-			ret = [],
-			insert = jQuery( selector ),
-			last = insert.length - 1,
-			i = 0;
-
-		for ( ; i <= last; i++ ) {
-			elems = i === last ? this : this.clone( true );
-			jQuery( insert[ i ] )[ original ]( elems );
-
-			// Support: Android <=4.0 only, PhantomJS 1 only
-			// .get() because push.apply(_, arraylike) throws on ancient WebKit
-			push.apply( ret, elems.get() );
-		}
-
-		return this.pushStack( ret );
-	};
-} );
-var rnumnonpx = new RegExp( "^(" + pnum + ")(?!px)[a-z%]+$", "i" );
-
-var getStyles = function( elem ) {
-
-		// Support: IE <=11 only, Firefox <=30 (#15098, #14150)
-		// IE throws on elements created in popups
-		// FF meanwhile throws on frame elements through "defaultView.getComputedStyle"
-		var view = elem.ownerDocument.defaultView;
-
-		if ( !view || !view.opener ) {
-			view = window;
-		}
-
-		return view.getComputedStyle( elem );
-	};
-
-var swap = function( elem, options, callback ) {
-	var ret, name,
-		old = {};
-
-	// Remember the old values, and insert the new ones
-	for ( name in options ) {
-		old[ name ] = elem.style[ name ];
-		elem.style[ name ] = options[ name ];
-	}
-
-	ret = callback.call( elem );
-
-	// Revert the old values
-	for ( name in options ) {
-		elem.style[ name ] = old[ name ];
-	}
-
-	return ret;
-};
-
-
-var rboxStyle = new RegExp( cssExpand.join( "|" ), "i" );
-
-
-
-( function() {
-
-	// Executing both pixelPosition & boxSizingReliable tests require only one layout
-	// so they're executed at the same time to save the second computation.
-	function computeStyleTests() {
-
-		// This is a singleton, we need to execute it only once
-		if ( !div ) {
-			return;
-		}
-
-		container.style.cssText = "position:absolute;left:-11111px;width:60px;" +
-			"margin-top:1px;padding:0;border:0";
-		div.style.cssText =
-			"position:relative;display:block;box-sizing:border-box;overflow:scroll;" +
-			"margin:auto;border:1px;padding:1px;" +
-			"width:60%;top:1%";
-		documentElement.appendChild( container ).appendChild( div );
-
-		var divStyle = window.getComputedStyle( div );
-		pixelPositionVal = divStyle.top !== "1%";
-
-		// Support: Android 4.0 - 4.3 only, Firefox <=3 - 44
-		reliableMarginLeftVal = roundPixelMeasures( divStyle.marginLeft ) === 12;
-
-		// Support: Android 4.0 - 4.3 only, Safari <=9.1 - 10.1, iOS <=7.0 - 9.3
-		// Some styles come back with percentage values, even though they shouldn't
-		div.style.right = "60%";
-		pixelBoxStylesVal = roundPixelMeasures( divStyle.right ) === 36;
-
-		// Support: IE 9 - 11 only
-		// Detect misreporting of content dimensions for box-sizing:border-box elements
-		boxSizingReliableVal = roundPixelMeasures( divStyle.width ) === 36;
-
-		// Support: IE 9 only
-		// Detect overflow:scroll screwiness (gh-3699)
-		// Support: Chrome <=64
-		// Don't get tricked when zoom affects offsetWidth (gh-4029)
-		div.style.position = "absolute";
-		scrollboxSizeVal = roundPixelMeasures( div.offsetWidth / 3 ) === 12;
-
-		documentElement.removeChild( container );
-
-		// Nullify the div so it wouldn't be stored in the memory and
-		// it will also be a sign that checks already performed
-		div = null;
-	}
-
-	function roundPixelMeasures( measure ) {
-		return Math.round( parseFloat( measure ) );
-	}
-
-	var pixelPositionVal, boxSizingReliableVal, scrollboxSizeVal, pixelBoxStylesVal,
-		reliableTrDimensionsVal, reliableMarginLeftVal,
-		container = document.createElement( "div" ),
-		div = document.createElement( "div" );
-
-	// Finish early in limited (non-browser) environments
-	if ( !div.style ) {
-		return;
-	}
-
-	// Support: IE <=9 - 11 only
-	// Style of cloned element affects source element cloned (#8908)
-	div.style.backgroundClip = "content-box";
-	div.cloneNode( true ).style.backgroundClip = "";
-	support.clearCloneStyle = div.style.backgroundClip === "content-box";
-
-	jQuery.extend( support, {
-		boxSizingReliable: function() {
-			computeStyleTests();
-			return boxSizingReliableVal;
-		},
-		pixelBoxStyles: function() {
-			computeStyleTests();
-			return pixelBoxStylesVal;
-		},
-		pixelPosition: function() {
-			computeStyleTests();
-			return pixelPositionVal;
-		},
-		reliableMarginLeft: function() {
-			computeStyleTests();
-			return reliableMarginLeftVal;
-		},
-		scrollboxSize: function() {
-			computeStyleTests();
-			return scrollboxSizeVal;
-		},
-
-		// Support: IE 9 - 11+, Edge 15 - 18+
-		// IE/Edge misreport `getComputedStyle` of table rows with width/height
-		// set in CSS while `offset*` properties report correct values.
-		// Behavior in IE 9 is more subtle than in newer versions & it passes
-		// some versions of this test; make sure not to make it pass there!
-		reliableTrDimensions: function() {
-			var table, tr, trChild, trStyle;
-			if ( reliableTrDimensionsVal == null ) {
-				table = document.createElement( "table" );
-				tr = document.createElement( "tr" );
-				trChild = document.createElement( "div" );
-
-				table.style.cssText = "position:absolute;left:-11111px";
-				tr.style.height = "1px";
-				trChild.style.height = "9px";
-
-				documentElement
-					.appendChild( table )
-					.appendChild( tr )
-					.appendChild( trChild );
-
-				trStyle = window.getComputedStyle( tr );
-				reliableTrDimensionsVal = parseInt( trStyle.height ) > 3;
-
-				documentElement.removeChild( table );
-			}
-			return reliableTrDimensionsVal;
-		}
-	} );
-} )();
-
-
-function curCSS( elem, name, computed ) {
-	var width, minWidth, maxWidth, ret,
-
-		// Support: Firefox 51+
-		// Retrieving style before computed somehow
-		// fixes an issue with getting wrong values
-		// on detached elements
-		style = elem.style;
-
-	computed = computed || getStyles( elem );
-
-	// getPropertyValue is needed for:
-	//   .css('filter') (IE 9 only, #12537)
-	//   .css('--customProperty) (#3144)
-	if ( computed ) {
-		ret = computed.getPropertyValue( name ) || computed[ name ];
-
-		if ( ret === "" && !isAttached( elem ) ) {
-			ret = jQuery.style( elem, name );
-		}
-
-		// A tribute to the "awesome hack by Dean Edwards"
-		// Android Browser returns percentage for some values,
-		// but width seems to be reliably pixels.
-		// This is against the CSSOM draft spec:
-		// https://drafts.csswg.org/cssom/#resolved-values
-		if ( !support.pixelBoxStyles() && rnumnonpx.test( ret ) && rboxStyle.test( name ) ) {
-
-			// Remember the original values
-			width = style.width;
-			minWidth = style.minWidth;
-			maxWidth = style.maxWidth;
-
-			// Put in the new values to get a computed value out
-			style.minWidth = style.maxWidth = style.width = ret;
-			ret = computed.width;
-
-			// Revert the changed values
-			style.width = width;
-			style.minWidth = minWidth;
-			style.maxWidth = maxWidth;
-		}
-	}
-
-	return ret !== undefined ?
-
-		// Support: IE <=9 - 11 only
-		// IE returns zIndex value as an integer.
-		ret + "" :
-		ret;
-}
-
-
-function addGetHookIf( conditionFn, hookFn ) {
-
-	// Define the hook, we'll check on the first run if it's really needed.
-	return {
-		get: function() {
-			if ( conditionFn() ) {
-
-				// Hook not needed (or it's not possible to use it due
-				// to missing dependency), remove it.
-				delete this.get;
-				return;
-			}
-
-			// Hook needed; redefine it so that the support test is not executed again.
-			return ( this.get = hookFn ).apply( this, arguments );
-		}
-	};
-}
-
-
-var cssPrefixes = [ "Webkit", "Moz", "ms" ],
-	emptyStyle = document.createElement( "div" ).style,
-	vendorProps = {};
-
-// Return a vendor-prefixed property or undefined
-function vendorPropName( name ) {
-
-	// Check for vendor prefixed names
-	var capName = name[ 0 ].toUpperCase() + name.slice( 1 ),
-		i = cssPrefixes.length;
-
-	while ( i-- ) {
-		name = cssPrefixes[ i ] + capName;
-		if ( name in emptyStyle ) {
-			return name;
-		}
-	}
-}
-
-// Return a potentially-mapped jQuery.cssProps or vendor prefixed property
-function finalPropName( name ) {
-	var final = jQuery.cssProps[ name ] || vendorProps[ name ];
-
-	if ( final ) {
-		return final;
-	}
-	if ( name in emptyStyle ) {
-		return name;
-	}
-	return vendorProps[ name ] = vendorPropName( name ) || name;
-}
-
-
-var
-
-	// Swappable if display is none or starts with table
-	// except "table", "table-cell", or "table-caption"
-	// See here for display values: https://developer.mozilla.org/en-US/docs/CSS/display
-	rdisplayswap = /^(none|table(?!-c[ea]).+)/,
-	rcustomProp = /^--/,
-	cssShow = { position: "absolute", visibility: "hidden", display: "block" },
-	cssNormalTransform = {
-		letterSpacing: "0",
-		fontWeight: "400"
-	};
-
-function setPositiveNumber( _elem, value, subtract ) {
-
-	// Any relative (+/-) values have already been
-	// normalized at this point
-	var matches = rcssNum.exec( value );
-	return matches ?
-
-		// Guard against undefined "subtract", e.g., when used as in cssHooks
-		Math.max( 0, matches[ 2 ] - ( subtract || 0 ) ) + ( matches[ 3 ] || "px" ) :
-		value;
-}
-
-function boxModelAdjustment( elem, dimension, box, isBorderBox, styles, computedVal ) {
-	var i = dimension === "width" ? 1 : 0,
-		extra = 0,
-		delta = 0;
-
-	// Adjustment may not be necessary
-	if ( box === ( isBorderBox ? "border" : "content" ) ) {
-		return 0;
-	}
-
-	for ( ; i < 4; i += 2 ) {
-
-		// Both box models exclude margin
-		if ( box === "margin" ) {
-			delta += jQuery.css( elem, box + cssExpand[ i ], true, styles );
-		}
-
-		// If we get here with a content-box, we're seeking "padding" or "border" or "margin"
-		if ( !isBorderBox ) {
-
-			// Add padding
-			delta += jQuery.css( elem, "padding" + cssExpand[ i ], true, styles );
-
-			// For "border" or "margin", add border
-			if ( box !== "padding" ) {
-				delta += jQuery.css( elem, "border" + cssExpand[ i ] + "Width", true, styles );
-
-			// But still keep track of it otherwise
-			} else {
-				extra += jQuery.css( elem, "border" + cssExpand[ i ] + "Width", true, styles );
-			}
-
-		// If we get here with a border-box (content + padding + border), we're seeking "content" or
-		// "padding" or "margin"
-		} else {
-
-			// For "content", subtract padding
-			if ( box === "content" ) {
-				delta -= jQuery.css( elem, "padding" + cssExpand[ i ], true, styles );
-			}
-
-			// For "content" or "padding", subtract border
-			if ( box !== "margin" ) {
-				delta -= jQuery.css( elem, "border" + cssExpand[ i ] + "Width", true, styles );
-			}
-		}
-	}
-
-	// Account for positive content-box scroll gutter when requested by providing computedVal
-	if ( !isBorderBox && computedVal >= 0 ) {
-
-		// offsetWidth/offsetHeight is a rounded sum of content, padding, scroll gutter, and border
-		// Assuming integer scroll gutter, subtract the rest and round down
-		delta += Math.max( 0, Math.ceil(
-			elem[ "offset" + dimension[ 0 ].toUpperCase() + dimension.slice( 1 ) ] -
-			computedVal -
-			delta -
-			extra -
-			0.5
-
-		// If offsetWidth/offsetHeight is unknown, then we can't determine content-box scroll gutter
-		// Use an explicit zero to avoid NaN (gh-3964)
-		) ) || 0;
-	}
-
-	return delta;
-}
-
-function getWidthOrHeight( elem, dimension, extra ) {
-
-	// Start with computed style
-	var styles = getStyles( elem ),
-
-		// To avoid forcing a reflow, only fetch boxSizing if we need it (gh-4322).
-		// Fake content-box until we know it's needed to know the true value.
-		boxSizingNeeded = !support.boxSizingReliable() || extra,
-		isBorderBox = boxSizingNeeded &&
-			jQuery.css( elem, "boxSizing", false, styles ) === "border-box",
-		valueIsBorderBox = isBorderBox,
-
-		val = curCSS( elem, dimension, styles ),
-		offsetProp = "offset" + dimension[ 0 ].toUpperCase() + dimension.slice( 1 );
-
-	// Support: Firefox <=54
-	// Return a confounding non-pixel value or feign ignorance, as appropriate.
-	if ( rnumnonpx.test( val ) ) {
-		if ( !extra ) {
-			return val;
-		}
-		val = "auto";
-	}
-
-
-	// Support: IE 9 - 11 only
-	// Use offsetWidth/offsetHeight for when box sizing is unreliable.
-	// In those cases, the computed value can be trusted to be border-box.
-	if ( ( !support.boxSizingReliable() && isBorderBox ||
-
-		// Support: IE 10 - 11+, Edge 15 - 18+
-		// IE/Edge misreport `getComputedStyle` of table rows with width/height
-		// set in CSS while `offset*` properties report correct values.
-		// Interestingly, in some cases IE 9 doesn't suffer from this issue.
-		!support.reliableTrDimensions() && nodeName( elem, "tr" ) ||
-
-		// Fall back to offsetWidth/offsetHeight when value is "auto"
-		// This happens for inline elements with no explicit setting (gh-3571)
-		val === "auto" ||
-
-		// Support: Android <=4.1 - 4.3 only
-		// Also use offsetWidth/offsetHeight for misreported inline dimensions (gh-3602)
-		!parseFloat( val ) && jQuery.css( elem, "display", false, styles ) === "inline" ) &&
-
-		// Make sure the element is visible & connected
-		elem.getClientRects().length ) {
-
-		isBorderBox = jQuery.css( elem, "boxSizing", false, styles ) === "border-box";
-
-		// Where available, offsetWidth/offsetHeight approximate border box dimensions.
-		// Where not available (e.g., SVG), assume unreliable box-sizing and interpret the
-		// retrieved value as a content box dimension.
-		valueIsBorderBox = offsetProp in elem;
-		if ( valueIsBorderBox ) {
-			val = elem[ offsetProp ];
-		}
-	}
-
-	// Normalize "" and auto
-	val = parseFloat( val ) || 0;
-
-	// Adjust for the element's box model
-	return ( val +
-		boxModelAdjustment(
-			elem,
-			dimension,
-			extra || ( isBorderBox ? "border" : "content" ),
-			valueIsBorderBox,
-			styles,
-
-			// Provide the current computed size to request scroll gutter calculation (gh-3589)
-			val
-		)
-	) + "px";
-}
-
-jQuery.extend( {
-
-	// Add in style property hooks for overriding the default
-	// behavior of getting and setting a style property
-	cssHooks: {
-		opacity: {
-			get: function( elem, computed ) {
-				if ( computed ) {
-
-					// We should always get a number back from opacity
-					var ret = curCSS( elem, "opacity" );
-					return ret === "" ? "1" : ret;
-				}
-			}
-		}
-	},
-
-	// Don't automatically add "px" to these possibly-unitless properties
-	cssNumber: {
-		"animationIterationCount": true,
-		"columnCount": true,
-		"fillOpacity": true,
-		"flexGrow": true,
-		"flexShrink": true,
-		"fontWeight": true,
-		"gridArea": true,
-		"gridColumn": true,
-		"gridColumnEnd": true,
-		"gridColumnStart": true,
-		"gridRow": true,
-		"gridRowEnd": true,
-		"gridRowStart": true,
-		"lineHeight": true,
-		"opacity": true,
-		"order": true,
-		"orphans": true,
-		"widows": true,
-		"zIndex": true,
-		"zoom": true
-	},
-
-	// Add in properties whose names you wish to fix before
-	// setting or getting the value
-	cssProps: {},
-
-	// Get and set the style property on a DOM Node
-	style: function( elem, name, value, extra ) {
-
-		// Don't set styles on text and comment nodes
-		if ( !elem || elem.nodeType === 3 || elem.nodeType === 8 || !elem.style ) {
-			return;
-		}
-
-		// Make sure that we're working with the right name
-		var ret, type, hooks,
-			origName = camelCase( name ),
-			isCustomProp = rcustomProp.test( name ),
-			style = elem.style;
-
-		// Make sure that we're working with the right name. We don't
-		// want to query the value if it is a CSS custom property
-		// since they are user-defined.
-		if ( !isCustomProp ) {
-			name = finalPropName( origName );
-		}
-
-		// Gets hook for the prefixed version, then unprefixed version
-		hooks = jQuery.cssHooks[ name ] || jQuery.cssHooks[ origName ];
-
-		// Check if we're setting a value
-		if ( value !== undefined ) {
-			type = typeof value;
-
-			// Convert "+=" or "-=" to relative numbers (#7345)
-			if ( type === "string" && ( ret = rcssNum.exec( value ) ) && ret[ 1 ] ) {
-				value = adjustCSS( elem, name, ret );
-
-				// Fixes bug #9237
-				type = "number";
-			}
-
-			// Make sure that null and NaN values aren't set (#7116)
-			if ( value == null || value !== value ) {
-				return;
-			}
-
-			// If a number was passed in, add the unit (except for certain CSS properties)
-			// The isCustomProp check can be removed in jQuery 4.0 when we only auto-append
-			// "px" to a few hardcoded values.
-			if ( type === "number" && !isCustomProp ) {
-				value += ret && ret[ 3 ] || ( jQuery.cssNumber[ origName ] ? "" : "px" );
-			}
-
-			// background-* props affect original clone's values
-			if ( !support.clearCloneStyle && value === "" && name.indexOf( "background" ) === 0 ) {
-				style[ name ] = "inherit";
-			}
-
-			// If a hook was provided, use that value, otherwise just set the specified value
-			if ( !hooks || !( "set" in hooks ) ||
-				( value = hooks.set( elem, value, extra ) ) !== undefined ) {
-
-				if ( isCustomProp ) {
-					style.setProperty( name, value );
-				} else {
-					style[ name ] = value;
-				}
-			}
-
-		} else {
-
-			// If a hook was provided get the non-computed value from there
-			if ( hooks && "get" in hooks &&
-				( ret = hooks.get( elem, false, extra ) ) !== undefined ) {
-
-				return ret;
-			}
-
-			// Otherwise just get the value from the style object
-			return style[ name ];
-		}
-	},
-
-	css: function( elem, name, extra, styles ) {
-		var val, num, hooks,
-			origName = camelCase( name ),
-			isCustomProp = rcustomProp.test( name );
-
-		// Make sure that we're working with the right name. We don't
-		// want to modify the value if it is a CSS custom property
-		// since they are user-defined.
-		if ( !isCustomProp ) {
-			name = finalPropName( origName );
-		}
-
-		// Try prefixed name followed by the unprefixed name
-		hooks = jQuery.cssHooks[ name ] || jQuery.cssHooks[ origName ];
-
-		// If a hook was provided get the computed value from there
-		if ( hooks && "get" in hooks ) {
-			val = hooks.get( elem, true, extra );
-		}
-
-		// Otherwise, if a way to get the computed value exists, use that
-		if ( val === undefined ) {
-			val = curCSS( elem, name, styles );
-		}
-
-		// Convert "normal" to computed value
-		if ( val === "normal" && name in cssNormalTransform ) {
-			val = cssNormalTransform[ name ];
-		}
-
-		// Make numeric if forced or a qualifier was provided and val looks numeric
-		if ( extra === "" || extra ) {
-			num = parseFloat( val );
-			return extra === true || isFinite( num ) ? num || 0 : val;
-		}
-
-		return val;
-	}
-} );
-
-jQuery.each( [ "height", "width" ], function( _i, dimension ) {
-	jQuery.cssHooks[ dimension ] = {
-		get: function( elem, computed, extra ) {
-			if ( computed ) {
-
-				// Certain elements can have dimension info if we invisibly show them
-				// but it must have a current display style that would benefit
-				return rdisplayswap.test( jQuery.css( elem, "display" ) ) &&
-
-					// Support: Safari 8+
-					// Table columns in Safari have non-zero offsetWidth & zero
-					// getBoundingClientRect().width unless display is changed.
-					// Support: IE <=11 only
-					// Running getBoundingClientRect on a disconnected node
-					// in IE throws an error.
-					( !elem.getClientRects().length || !elem.getBoundingClientRect().width ) ?
-						swap( elem, cssShow, function() {
-							return getWidthOrHeight( elem, dimension, extra );
-						} ) :
-						getWidthOrHeight( elem, dimension, extra );
-			}
-		},
-
-		set: function( elem, value, extra ) {
-			var matches,
-				styles = getStyles( elem ),
-
-				// Only read styles.position if the test has a chance to fail
-				// to avoid forcing a reflow.
-				scrollboxSizeBuggy = !support.scrollboxSize() &&
-					styles.position === "absolute",
-
-				// To avoid forcing a reflow, only fetch boxSizing if we need it (gh-3991)
-				boxSizingNeeded = scrollboxSizeBuggy || extra,
-				isBorderBox = boxSizingNeeded &&
-					jQuery.css( elem, "boxSizing", false, styles ) === "border-box",
-				subtract = extra ?
-					boxModelAdjustment(
-						elem,
-						dimension,
-						extra,
-						isBorderBox,
-						styles
-					) :
-					0;
-
-			// Account for unreliable border-box dimensions by comparing offset* to computed and
-			// faking a content-box to get border and padding (gh-3699)
-			if ( isBorderBox && scrollboxSizeBuggy ) {
-				subtract -= Math.ceil(
-					elem[ "offset" + dimension[ 0 ].toUpperCase() + dimension.slice( 1 ) ] -
-					parseFloat( styles[ dimension ] ) -
-					boxModelAdjustment( elem, dimension, "border", false, styles ) -
-					0.5
-				);
-			}
-
-			// Convert to pixels if value adjustment is needed
-			if ( subtract && ( matches = rcssNum.exec( value ) ) &&
-				( matches[ 3 ] || "px" ) !== "px" ) {
-
-				elem.style[ dimension ] = value;
-				value = jQuery.css( elem, dimension );
-			}
-
-			return setPositiveNumber( elem, value, subtract );
-		}
-	};
-} );
-
-jQuery.cssHooks.marginLeft = addGetHookIf( support.reliableMarginLeft,
-	function( elem, computed ) {
-		if ( computed ) {
-			return ( parseFloat( curCSS( elem, "marginLeft" ) ) ||
-				elem.getBoundingClientRect().left -
-					swap( elem, { marginLeft: 0 }, function() {
-						return elem.getBoundingClientRect().left;
-					} )
-				) + "px";
-		}
-	}
-);
-
-// These hooks are used by animate to expand properties
-jQuery.each( {
-	margin: "",
-	padding: "",
-	border: "Width"
-}, function( prefix, suffix ) {
-	jQuery.cssHooks[ prefix + suffix ] = {
-		expand: function( value ) {
-			var i = 0,
-				expanded = {},
-
-				// Assumes a single number if not a string
-				parts = typeof value === "string" ? value.split( " " ) : [ value ];
-
-			for ( ; i < 4; i++ ) {
-				expanded[ prefix + cssExpand[ i ] + suffix ] =
-					parts[ i ] || parts[ i - 2 ] || parts[ 0 ];
-			}
-
-			return expanded;
-		}
-	};
-
-	if ( prefix !== "margin" ) {
-		jQuery.cssHooks[ prefix + suffix ].set = setPositiveNumber;
-	}
-} );
-
-jQuery.fn.extend( {
-	css: function( name, value ) {
-		return access( this, function( elem, name, value ) {
-			var styles, len,
-				map = {},
-				i = 0;
-
-			if ( Array.isArray( name ) ) {
-				styles = getStyles( elem );
-				len = name.length;
-
-				for ( ; i < len; i++ ) {
-					map[ name[ i ] ] = jQuery.css( elem, name[ i ], false, styles );
-				}
-
-				return map;
-			}
-
-			return value !== undefined ?
-				jQuery.style( elem, name, value ) :
-				jQuery.css( elem, name );
-		}, name, value, arguments.length > 1 );
-	}
-} );
-
-
-function Tween( elem, options, prop, end, easing ) {
-	return new Tween.prototype.init( elem, options, prop, end, easing );
-}
-jQuery.Tween = Tween;
-
-Tween.prototype = {
-	constructor: Tween,
-	init: function( elem, options, prop, end, easing, unit ) {
-		this.elem = elem;
-		this.prop = prop;
-		this.easing = easing || jQuery.easing._default;
-		this.options = options;
-		this.start = this.now = this.cur();
-		this.end = end;
-		this.unit = unit || ( jQuery.cssNumber[ prop ] ? "" : "px" );
-	},
-	cur: function() {
-		var hooks = Tween.propHooks[ this.prop ];
-
-		return hooks && hooks.get ?
-			hooks.get( this ) :
-			Tween.propHooks._default.get( this );
-	},
-	run: function( percent ) {
-		var eased,
-			hooks = Tween.propHooks[ this.prop ];
-
-		if ( this.options.duration ) {
-			this.pos = eased = jQuery.easing[ this.easing ](
-				percent, this.options.duration * percent, 0, 1, this.options.duration
-			);
-		} else {
-			this.pos = eased = percent;
-		}
-		this.now = ( this.end - this.start ) * eased + this.start;
-
-		if ( this.options.step ) {
-			this.options.step.call( this.elem, this.now, this );
-		}
-
-		if ( hooks && hooks.set ) {
-			hooks.set( this );
-		} else {
-			Tween.propHooks._default.set( this );
-		}
-		return this;
-	}
-};
-
-Tween.prototype.init.prototype = Tween.prototype;
-
-Tween.propHooks = {
-	_default: {
-		get: function( tween ) {
-			var result;
-
-			// Use a property on the element directly when it is not a DOM element,
-			// or when there is no matching style property that exists.
-			if ( tween.elem.nodeType !== 1 ||
-				tween.elem[ tween.prop ] != null && tween.elem.style[ tween.prop ] == null ) {
-				return tween.elem[ tween.prop ];
-			}
-
-			// Passing an empty string as a 3rd parameter to .css will automatically
-			// attempt a parseFloat and fallback to a string if the parse fails.
-			// Simple values such as "10px" are parsed to Float;
-			// complex values such as "rotate(1rad)" are returned as-is.
-			result = jQuery.css( tween.elem, tween.prop, "" );
-
-			// Empty strings, null, undefined and "auto" are converted to 0.
-			return !result || result === "auto" ? 0 : result;
-		},
-		set: function( tween ) {
-
-			// Use step hook for back compat.
-			// Use cssHook if its there.
-			// Use .style if available and use plain properties where available.
-			if ( jQuery.fx.step[ tween.prop ] ) {
-				jQuery.fx.step[ tween.prop ]( tween );
-			} else if ( tween.elem.nodeType === 1 && (
-					jQuery.cssHooks[ tween.prop ] ||
-					tween.elem.style[ finalPropName( tween.prop ) ] != null ) ) {
-				jQuery.style( tween.elem, tween.prop, tween.now + tween.unit );
-			} else {
-				tween.elem[ tween.prop ] = tween.now;
-			}
-		}
-	}
-};
-
-// Support: IE <=9 only
-// Panic based approach to setting things on disconnected nodes
-Tween.propHooks.scrollTop = Tween.propHooks.scrollLeft = {
-	set: function( tween ) {
-		if ( tween.elem.nodeType && tween.elem.parentNode ) {
-			tween.elem[ tween.prop ] = tween.now;
-		}
-	}
-};
-
-jQuery.easing = {
-	linear: function( p ) {
-		return p;
-	},
-	swing: function( p ) {
-		return 0.5 - Math.cos( p * Math.PI ) / 2;
-	},
-	_default: "swing"
-};
-
-jQuery.fx = Tween.prototype.init;
-
-// Back compat <1.8 extension point
-jQuery.fx.step = {};
-
-
-
-
-var
-	fxNow, inProgress,
-	rfxtypes = /^(?:toggle|show|hide)$/,
-	rrun = /queueHooks$/;
-
-function schedule() {
-	if ( inProgress ) {
-		if ( document.hidden === false && window.requestAnimationFrame ) {
-			window.requestAnimationFrame( schedule );
-		} else {
-			window.setTimeout( schedule, jQuery.fx.interval );
-		}
-
-		jQuery.fx.tick();
-	}
-}
-
-// Animations created synchronously will run synchronously
-function createFxNow() {
-	window.setTimeout( function() {
-		fxNow = undefined;
-	} );
-	return ( fxNow = Date.now() );
-}
-
-// Generate parameters to create a standard animation
-function genFx( type, includeWidth ) {
-	var which,
-		i = 0,
-		attrs = { height: type };
-
-	// If we include width, step value is 1 to do all cssExpand values,
-	// otherwise step value is 2 to skip over Left and Right
-	includeWidth = includeWidth ? 1 : 0;
-	for ( ; i < 4; i += 2 - includeWidth ) {
-		which = cssExpand[ i ];
-		attrs[ "margin" + which ] = attrs[ "padding" + which ] = type;
-	}
-
-	if ( includeWidth ) {
-		attrs.opacity = attrs.width = type;
-	}
-
-	return attrs;
-}
-
-function createTween( value, prop, animation ) {
-	var tween,
-		collection = ( Animation.tweeners[ prop ] || [] ).concat( Animation.tweeners[ "*" ] ),
-		index = 0,
-		length = collection.length;
-	for ( ; index < length; index++ ) {
-		if ( ( tween = collection[ index ].call( animation, prop, value ) ) ) {
-
-			// We're done with this property
-			return tween;
-		}
-	}
-}
-
-function defaultPrefilter( elem, props, opts ) {
-	var prop, value, toggle, hooks, oldfire, propTween, restoreDisplay, display,
-		isBox = "width" in props || "height" in props,
-		anim = this,
-		orig = {},
-		style = elem.style,
-		hidden = elem.nodeType && isHiddenWithinTree( elem ),
-		dataShow = dataPriv.get( elem, "fxshow" );
-
-	// Queue-skipping animations hijack the fx hooks
-	if ( !opts.queue ) {
-		hooks = jQuery._queueHooks( elem, "fx" );
-		if ( hooks.unqueued == null ) {
-			hooks.unqueued = 0;
-			oldfire = hooks.empty.fire;
-			hooks.empty.fire = function() {
-				if ( !hooks.unqueued ) {
-					oldfire();
-				}
-			};
-		}
-		hooks.unqueued++;
-
-		anim.always( function() {
-
-			// Ensure the complete handler is called before this completes
-			anim.always( function() {
-				hooks.unqueued--;
-				if ( !jQuery.queue( elem, "fx" ).length ) {
-					hooks.empty.fire();
-				}
-			} );
-		} );
-	}
-
-	// Detect show/hide animations
-	for ( prop in props ) {
-		value = props[ prop ];
-		if ( rfxtypes.test( value ) ) {
-			delete props[ prop ];
-			toggle = toggle || value === "toggle";
-			if ( value === ( hidden ? "hide" : "show" ) ) {
-
-				// Pretend to be hidden if this is a "show" and
-				// there is still data from a stopped show/hide
-				if ( value === "show" && dataShow && dataShow[ prop ] !== undefined ) {
-					hidden = true;
-
-				// Ignore all other no-op show/hide data
-				} else {
-					continue;
-				}
-			}
-			orig[ prop ] = dataShow && dataShow[ prop ] || jQuery.style( elem, prop );
-		}
-	}
-
-	// Bail out if this is a no-op like .hide().hide()
-	propTween = !jQuery.isEmptyObject( props );
-	if ( !propTween && jQuery.isEmptyObject( orig ) ) {
-		return;
-	}
-
-	// Restrict "overflow" and "display" styles during box animations
-	if ( isBox && elem.nodeType === 1 ) {
-
-		// Support: IE <=9 - 11, Edge 12 - 15
-		// Record all 3 overflow attributes because IE does not infer the shorthand
-		// from identically-valued overflowX and overflowY and Edge just mirrors
-		// the overflowX value there.
-		opts.overflow = [ style.overflow, style.overflowX, style.overflowY ];
-
-		// Identify a display type, preferring old show/hide data over the CSS cascade
-		restoreDisplay = dataShow && dataShow.display;
-		if ( restoreDisplay == null ) {
-			restoreDisplay = dataPriv.get( elem, "display" );
-		}
-		display = jQuery.css( elem, "display" );
-		if ( display === "none" ) {
-			if ( restoreDisplay ) {
-				display = restoreDisplay;
-			} else {
-
-				// Get nonempty value(s) by temporarily forcing visibility
-				showHide( [ elem ], true );
-				restoreDisplay = elem.style.display || restoreDisplay;
-				display = jQuery.css( elem, "display" );
-				showHide( [ elem ] );
-			}
-		}
-
-		// Animate inline elements as inline-block
-		if ( display === "inline" || display === "inline-block" && restoreDisplay != null ) {
-			if ( jQuery.css( elem, "float" ) === "none" ) {
-
-				// Restore the original display value at the end of pure show/hide animations
-				if ( !propTween ) {
-					anim.done( function() {
-						style.display = restoreDisplay;
-					} );
-					if ( restoreDisplay == null ) {
-						display = style.display;
-						restoreDisplay = display === "none" ? "" : display;
-					}
-				}
-				style.display = "inline-block";
-			}
-		}
-	}
-
-	if ( opts.overflow ) {
-		style.overflow = "hidden";
-		anim.always( function() {
-			style.overflow = opts.overflow[ 0 ];
-			style.overflowX = opts.overflow[ 1 ];
-			style.overflowY = opts.overflow[ 2 ];
-		} );
-	}
-
-	// Implement show/hide animations
-	propTween = false;
-	for ( prop in orig ) {
-
-		// General show/hide setup for this element animation
-		if ( !propTween ) {
-			if ( dataShow ) {
-				if ( "hidden" in dataShow ) {
-					hidden = dataShow.hidden;
-				}
-			} else {
-				dataShow = dataPriv.access( elem, "fxshow", { display: restoreDisplay } );
-			}
-
-			// Store hidden/visible for toggle so `.stop().toggle()` "reverses"
-			if ( toggle ) {
-				dataShow.hidden = !hidden;
-			}
-
-			// Show elements before animating them
-			if ( hidden ) {
-				showHide( [ elem ], true );
-			}
-
-			/* eslint-disable no-loop-func */
-
-			anim.done( function() {
-
-			/* eslint-enable no-loop-func */
-
-				// The final step of a "hide" animation is actually hiding the element
-				if ( !hidden ) {
-					showHide( [ elem ] );
-				}
-				dataPriv.remove( elem, "fxshow" );
-				for ( prop in orig ) {
-					jQuery.style( elem, prop, orig[ prop ] );
-				}
-			} );
-		}
-
-		// Per-property setup
-		propTween = createTween( hidden ? dataShow[ prop ] : 0, prop, anim );
-		if ( !( prop in dataShow ) ) {
-			dataShow[ prop ] = propTween.start;
-			if ( hidden ) {
-				propTween.end = propTween.start;
-				propTween.start = 0;
-			}
-		}
-	}
-}
-
-function propFilter( props, specialEasing ) {
-	var index, name, easing, value, hooks;
-
-	// camelCase, specialEasing and expand cssHook pass
-	for ( index in props ) {
-		name = camelCase( index );
-		easing = specialEasing[ name ];
-		value = props[ index ];
-		if ( Array.isArray( value ) ) {
-			easing = value[ 1 ];
-			value = props[ index ] = value[ 0 ];
-		}
-
-		if ( index !== name ) {
-			props[ name ] = value;
-			delete props[ index ];
-		}
-
-		hooks = jQuery.cssHooks[ name ];
-		if ( hooks && "expand" in hooks ) {
-			value = hooks.expand( value );
-			delete props[ name ];
-
-			// Not quite $.extend, this won't overwrite existing keys.
-			// Reusing 'index' because we have the correct "name"
-			for ( index in value ) {
-				if ( !( index in props ) ) {
-					props[ index ] = value[ index ];
-					specialEasing[ index ] = easing;
-				}
-			}
-		} else {
-			specialEasing[ name ] = easing;
-		}
-	}
-}
-
-function Animation( elem, properties, options ) {
-	var result,
-		stopped,
-		index = 0,
-		length = Animation.prefilters.length,
-		deferred = jQuery.Deferred().always( function() {
-
-			// Don't match elem in the :animated selector
-			delete tick.elem;
-		} ),
-		tick = function() {
-			if ( stopped ) {
-				return false;
-			}
-			var currentTime = fxNow || createFxNow(),
-				remaining = Math.max( 0, animation.startTime + animation.duration - currentTime ),
-
-				// Support: Android 2.3 only
-				// Archaic crash bug won't allow us to use `1 - ( 0.5 || 0 )` (#12497)
-				temp = remaining / animation.duration || 0,
-				percent = 1 - temp,
-				index = 0,
-				length = animation.tweens.length;
-
-			for ( ; index < length; index++ ) {
-				animation.tweens[ index ].run( percent );
-			}
-
-			deferred.notifyWith( elem, [ animation, percent, remaining ] );
-
-			// If there's more to do, yield
-			if ( percent < 1 && length ) {
-				return remaining;
-			}
-
-			// If this was an empty animation, synthesize a final progress notification
-			if ( !length ) {
-				deferred.notifyWith( elem, [ animation, 1, 0 ] );
-			}
-
-			// Resolve the animation and report its conclusion
-			deferred.resolveWith( elem, [ animation ] );
-			return false;
-		},
-		animation = deferred.promise( {
-			elem: elem,
-			props: jQuery.extend( {}, properties ),
-			opts: jQuery.extend( true, {
-				specialEasing: {},
-				easing: jQuery.easing._default
-			}, options ),
-			originalProperties: properties,
-			originalOptions: options,
-			startTime: fxNow || createFxNow(),
-			duration: options.duration,
-			tweens: [],
-			createTween: function( prop, end ) {
-				var tween = jQuery.Tween( elem, animation.opts, prop, end,
-						animation.opts.specialEasing[ prop ] || animation.opts.easing );
-				animation.tweens.push( tween );
-				return tween;
-			},
-			stop: function( gotoEnd ) {
-				var index = 0,
-
-					// If we are going to the end, we want to run all the tweens
-					// otherwise we skip this part
-					length = gotoEnd ? animation.tweens.length : 0;
-				if ( stopped ) {
-					return this;
-				}
-				stopped = true;
-				for ( ; index < length; index++ ) {
-					animation.tweens[ index ].run( 1 );
-				}
-
-				// Resolve when we played the last frame; otherwise, reject
-				if ( gotoEnd ) {
-					deferred.notifyWith( elem, [ animation, 1, 0 ] );
-					deferred.resolveWith( elem, [ animation, gotoEnd ] );
-				} else {
-					deferred.rejectWith( elem, [ animation, gotoEnd ] );
-				}
-				return this;
-			}
-		} ),
-		props = animation.props;
-
-	propFilter( props, animation.opts.specialEasing );
-
-	for ( ; index < length; index++ ) {
-		result = Animation.prefilters[ index ].call( animation, elem, props, animation.opts );
-		if ( result ) {
-			if ( isFunction( result.stop ) ) {
-				jQuery._queueHooks( animation.elem, animation.opts.queue ).stop =
-					result.stop.bind( result );
-			}
-			return result;
-		}
-	}
-
-	jQuery.map( props, createTween, animation );
-
-	if ( isFunction( animation.opts.start ) ) {
-		animation.opts.start.call( elem, animation );
-	}
-
-	// Attach callbacks from options
-	animation
-		.progress( animation.opts.progress )
-		.done( animation.opts.done, animation.opts.complete )
-		.fail( animation.opts.fail )
-		.always( animation.opts.always );
-
-	jQuery.fx.timer(
-		jQuery.extend( tick, {
-			elem: elem,
-			anim: animation,
-			queue: animation.opts.queue
-		} )
-	);
-
-	return animation;
-}
-
-jQuery.Animation = jQuery.extend( Animation, {
-
-	tweeners: {
-		"*": [ function( prop, value ) {
-			var tween = this.createTween( prop, value );
-			adjustCSS( tween.elem, prop, rcssNum.exec( value ), tween );
-			return tween;
-		} ]
-	},
-
-	tweener: function( props, callback ) {
-		if ( isFunction( props ) ) {
-			callback = props;
-			props = [ "*" ];
-		} else {
-			props = props.match( rnothtmlwhite );
-		}
-
-		var prop,
-			index = 0,
-			length = props.length;
-
-		for ( ; index < length; index++ ) {
-			prop = props[ index ];
-			Animation.tweeners[ prop ] = Animation.tweeners[ prop ] || [];
-			Animation.tweeners[ prop ].unshift( callback );
-		}
-	},
-
-	prefilters: [ defaultPrefilter ],
-
-	prefilter: function( callback, prepend ) {
-		if ( prepend ) {
-			Animation.prefilters.unshift( callback );
-		} else {
-			Animation.prefilters.push( callback );
-		}
-	}
-} );
-
-jQuery.speed = function( speed, easing, fn ) {
-	var opt = speed && typeof speed === "object" ? jQuery.extend( {}, speed ) : {
-		complete: fn || !fn && easing ||
-			isFunction( speed ) && speed,
-		duration: speed,
-		easing: fn && easing || easing && !isFunction( easing ) && easing
-	};
-
-	// Go to the end state if fx are off
-	if ( jQuery.fx.off ) {
-		opt.duration = 0;
-
-	} else {
-		if ( typeof opt.duration !== "number" ) {
-			if ( opt.duration in jQuery.fx.speeds ) {
-				opt.duration = jQuery.fx.speeds[ opt.duration ];
-
-			} else {
-				opt.duration = jQuery.fx.speeds._default;
-			}
-		}
-	}
-
-	// Normalize opt.queue - true/undefined/null -> "fx"
-	if ( opt.queue == null || opt.queue === true ) {
-		opt.queue = "fx";
-	}
-
-	// Queueing
-	opt.old = opt.complete;
-
-	opt.complete = function() {
-		if ( isFunction( opt.old ) ) {
-			opt.old.call( this );
-		}
-
-		if ( opt.queue ) {
-			jQuery.dequeue( this, opt.queue );
-		}
-	};
-
-	return opt;
-};
-
-jQuery.fn.extend( {
-	fadeTo: function( speed, to, easing, callback ) {
-
-		// Show any hidden elements after setting opacity to 0
-		return this.filter( isHiddenWithinTree ).css( "opacity", 0 ).show()
-
-			// Animate to the value specified
-			.end().animate( { opacity: to }, speed, easing, callback );
-	},
-	animate: function( prop, speed, easing, callback ) {
-		var empty = jQuery.isEmptyObject( prop ),
-			optall = jQuery.speed( speed, easing, callback ),
-			doAnimation = function() {
-
-				// Operate on a copy of prop so per-property easing won't be lost
-				var anim = Animation( this, jQuery.extend( {}, prop ), optall );
-
-				// Empty animations, or finishing resolves immediately
-				if ( empty || dataPriv.get( this, "finish" ) ) {
-					anim.stop( true );
-				}
-			};
-			doAnimation.finish = doAnimation;
-
-		return empty || optall.queue === false ?
-			this.each( doAnimation ) :
-			this.queue( optall.queue, doAnimation );
-	},
-	stop: function( type, clearQueue, gotoEnd ) {
-		var stopQueue = function( hooks ) {
-			var stop = hooks.stop;
-			delete hooks.stop;
-			stop( gotoEnd );
-		};
-
-		if ( typeof type !== "string" ) {
-			gotoEnd = clearQueue;
-			clearQueue = type;
-			type = undefined;
-		}
-		if ( clearQueue ) {
-			this.queue( type || "fx", [] );
-		}
-
-		return this.each( function() {
-			var dequeue = true,
-				index = type != null && type + "queueHooks",
-				timers = jQuery.timers,
-				data = dataPriv.get( this );
-
-			if ( index ) {
-				if ( data[ index ] && data[ index ].stop ) {
-					stopQueue( data[ index ] );
-				}
-			} else {
-				for ( index in data ) {
-					if ( data[ index ] && data[ index ].stop && rrun.test( index ) ) {
-						stopQueue( data[ index ] );
-					}
-				}
-			}
-
-			for ( index = timers.length; index--; ) {
-				if ( timers[ index ].elem === this &&
-					( type == null || timers[ index ].queue === type ) ) {
-
-					timers[ index ].anim.stop( gotoEnd );
-					dequeue = false;
-					timers.splice( index, 1 );
-				}
-			}
-
-			// Start the next in the queue if the last step wasn't forced.
-			// Timers currently will call their complete callbacks, which
-			// will dequeue but only if they were gotoEnd.
-			if ( dequeue || !gotoEnd ) {
-				jQuery.dequeue( this, type );
-			}
-		} );
-	},
-	finish: function( type ) {
-		if ( type !== false ) {
-			type = type || "fx";
-		}
-		return this.each( function() {
-			var index,
-				data = dataPriv.get( this ),
-				queue = data[ type + "queue" ],
-				hooks = data[ type + "queueHooks" ],
-				timers = jQuery.timers,
-				length = queue ? queue.length : 0;
-
-			// Enable finishing flag on private data
-			data.finish = true;
-
-			// Empty the queue first
-			jQuery.queue( this, type, [] );
-
-			if ( hooks && hooks.stop ) {
-				hooks.stop.call( this, true );
-			}
-
-			// Look for any active animations, and finish them
-			for ( index = timers.length; index--; ) {
-				if ( timers[ index ].elem === this && timers[ index ].queue === type ) {
-					timers[ index ].anim.stop( true );
-					timers.splice( index, 1 );
-				}
-			}
-
-			// Look for any animations in the old queue and finish them
-			for ( index = 0; index < length; index++ ) {
-				if ( queue[ index ] && queue[ index ].finish ) {
-					queue[ index ].finish.call( this );
-				}
-			}
-
-			// Turn off finishing flag
-			delete data.finish;
-		} );
-	}
-} );
-
-jQuery.each( [ "toggle", "show", "hide" ], function( _i, name ) {
-	var cssFn = jQuery.fn[ name ];
-	jQuery.fn[ name ] = function( speed, easing, callback ) {
-		return speed == null || typeof speed === "boolean" ?
-			cssFn.apply( this, arguments ) :
-			this.animate( genFx( name, true ), speed, easing, callback );
-	};
-} );
-
-// Generate shortcuts for custom animations
-jQuery.each( {
-	slideDown: genFx( "show" ),
-	slideUp: genFx( "hide" ),
-	slideToggle: genFx( "toggle" ),
-	fadeIn: { opacity: "show" },
-	fadeOut: { opacity: "hide" },
-	fadeToggle: { opacity: "toggle" }
-}, function( name, props ) {
-	jQuery.fn[ name ] = function( speed, easing, callback ) {
-		return this.animate( props, speed, easing, callback );
-	};
-} );
-
-jQuery.timers = [];
-jQuery.fx.tick = function() {
-	var timer,
-		i = 0,
-		timers = jQuery.timers;
-
-	fxNow = Date.now();
-
-	for ( ; i < timers.length; i++ ) {
-		timer = timers[ i ];
-
-		// Run the timer and safely remove it when done (allowing for external removal)
-		if ( !timer() && timers[ i ] === timer ) {
-			timers.splice( i--, 1 );
-		}
-	}
-
-	if ( !timers.length ) {
-		jQuery.fx.stop();
-	}
-	fxNow = undefined;
-};
-
-jQuery.fx.timer = function( timer ) {
-	jQuery.timers.push( timer );
-	jQuery.fx.start();
-};
-
-jQuery.fx.interval = 13;
-jQuery.fx.start = function() {
-	if ( inProgress ) {
-		return;
-	}
-
-	inProgress = true;
-	schedule();
-};
-
-jQuery.fx.stop = function() {
-	inProgress = null;
-};
-
-jQuery.fx.speeds = {
-	slow: 600,
-	fast: 200,
-
-	// Default speed
-	_default: 400
-};
-
-
-// Based off of the plugin by Clint Helfers, with permission.
-// https://web.archive.org/web/20100324014747/http://blindsignals.com/index.php/2009/07/jquery-delay/
-jQuery.fn.delay = function( time, type ) {
-	time = jQuery.fx ? jQuery.fx.speeds[ time ] || time : time;
-	type = type || "fx";
-
-	return this.queue( type, function( next, hooks ) {
-		var timeout = window.setTimeout( next, time );
-		hooks.stop = function() {
-			window.clearTimeout( timeout );
-		};
-	} );
-};
-
-
-( function() {
-	var input = document.createElement( "input" ),
-		select = document.createElement( "select" ),
-		opt = select.appendChild( document.createElement( "option" ) );
-
-	input.type = "checkbox";
-
-	// Support: Android <=4.3 only
-	// Default value for a checkbox should be "on"
-	support.checkOn = input.value !== "";
-
-	// Support: IE <=11 only
-	// Must access selectedIndex to make default options select
-	support.optSelected = opt.selected;
-
-	// Support: IE <=11 only
-	// An input loses its value after becoming a radio
-	input = document.createElement( "input" );
-	input.value = "t";
-	input.type = "radio";
-	support.radioValue = input.value === "t";
-} )();
-
-
-var boolHook,
-	attrHandle = jQuery.expr.attrHandle;
-
-jQuery.fn.extend( {
-	attr: function( name, value ) {
-		return access( this, jQuery.attr, name, value, arguments.length > 1 );
-	},
-
-	removeAttr: function( name ) {
-		return this.each( function() {
-			jQuery.removeAttr( this, name );
-		} );
-	}
-} );
-
-jQuery.extend( {
-	attr: function( elem, name, value ) {
-		var ret, hooks,
-			nType = elem.nodeType;
-
-		// Don't get/set attributes on text, comment and attribute nodes
-		if ( nType === 3 || nType === 8 || nType === 2 ) {
-			return;
-		}
-
-		// Fallback to prop when attributes are not supported
-		if ( typeof elem.getAttribute === "undefined" ) {
-			return jQuery.prop( elem, name, value );
-		}
-
-		// Attribute hooks are determined by the lowercase version
-		// Grab necessary hook if one is defined
-		if ( nType !== 1 || !jQuery.isXMLDoc( elem ) ) {
-			hooks = jQuery.attrHooks[ name.toLowerCase() ] ||
-				( jQuery.expr.match.bool.test( name ) ? boolHook : undefined );
-		}
-
-		if ( value !== undefined ) {
-			if ( value === null ) {
-				jQuery.removeAttr( elem, name );
-				return;
-			}
-
-			if ( hooks && "set" in hooks &&
-				( ret = hooks.set( elem, value, name ) ) !== undefined ) {
-				return ret;
-			}
-
-			elem.setAttribute( name, value + "" );
-			return value;
-		}
-
-		if ( hooks && "get" in hooks && ( ret = hooks.get( elem, name ) ) !== null ) {
-			return ret;
-		}
-
-		ret = jQuery.find.attr( elem, name );
-
-		// Non-existent attributes return null, we normalize to undefined
-		return ret == null ? undefined : ret;
-	},
-
-	attrHooks: {
-		type: {
-			set: function( elem, value ) {
-				if ( !support.radioValue && value === "radio" &&
-					nodeName( elem, "input" ) ) {
-					var val = elem.value;
-					elem.setAttribute( "type", value );
-					if ( val ) {
-						elem.value = val;
-					}
-					return value;
-				}
-			}
-		}
-	},
-
-	removeAttr: function( elem, value ) {
-		var name,
-			i = 0,
-
-			// Attribute names can contain non-HTML whitespace characters
-			// https://html.spec.whatwg.org/multipage/syntax.html#attributes-2
-			attrNames = value && value.match( rnothtmlwhite );
-
-		if ( attrNames && elem.nodeType === 1 ) {
-			while ( ( name = attrNames[ i++ ] ) ) {
-				elem.removeAttribute( name );
-			}
-		}
-	}
-} );
-
-// Hooks for boolean attributes
-boolHook = {
-	set: function( elem, value, name ) {
-		if ( value === false ) {
-
-			// Remove boolean attributes when set to false
-			jQuery.removeAttr( elem, name );
-		} else {
-			elem.setAttribute( name, name );
-		}
-		return name;
-	}
-};
-
-jQuery.each( jQuery.expr.match.bool.source.match( /\w+/g ), function( _i, name ) {
-	var getter = attrHandle[ name ] || jQuery.find.attr;
-
-	attrHandle[ name ] = function( elem, name, isXML ) {
-		var ret, handle,
-			lowercaseName = name.toLowerCase();
-
-		if ( !isXML ) {
-
-			// Avoid an infinite loop by temporarily removing this function from the getter
-			handle = attrHandle[ lowercaseName ];
-			attrHandle[ lowercaseName ] = ret;
-			ret = getter( elem, name, isXML ) != null ?
-				lowercaseName :
-				null;
-			attrHandle[ lowercaseName ] = handle;
-		}
-		return ret;
-	};
-} );
-
-
-
-
-var rfocusable = /^(?:input|select|textarea|button)$/i,
-	rclickable = /^(?:a|area)$/i;
-
-jQuery.fn.extend( {
-	prop: function( name, value ) {
-		return access( this, jQuery.prop, name, value, arguments.length > 1 );
-	},
-
-	removeProp: function( name ) {
-		return this.each( function() {
-			delete this[ jQuery.propFix[ name ] || name ];
-		} );
-	}
-} );
-
-jQuery.extend( {
-	prop: function( elem, name, value ) {
-		var ret, hooks,
-			nType = elem.nodeType;
-
-		// Don't get/set properties on text, comment and attribute nodes
-		if ( nType === 3 || nType === 8 || nType === 2 ) {
-			return;
-		}
-
-		if ( nType !== 1 || !jQuery.isXMLDoc( elem ) ) {
-
-			// Fix name and attach hooks
-			name = jQuery.propFix[ name ] || name;
-			hooks = jQuery.propHooks[ name ];
-		}
-
-		if ( value !== undefined ) {
-			if ( hooks && "set" in hooks &&
-				( ret = hooks.set( elem, value, name ) ) !== undefined ) {
-				return ret;
-			}
-
-			return ( elem[ name ] = value );
-		}
-
-		if ( hooks && "get" in hooks && ( ret = hooks.get( elem, name ) ) !== null ) {
-			return ret;
-		}
-
-		return elem[ name ];
-	},
-
-	propHooks: {
-		tabIndex: {
-			get: function( elem ) {
-
-				// Support: IE <=9 - 11 only
-				// elem.tabIndex doesn't always return the
-				// correct value when it hasn't been explicitly set
-				// https://web.archive.org/web/20141116233347/http://fluidproject.org/blog/2008/01/09/getting-setting-and-removing-tabindex-values-with-javascript/
-				// Use proper attribute retrieval(#12072)
-				var tabindex = jQuery.find.attr( elem, "tabindex" );
-
-				if ( tabindex ) {
-					return parseInt( tabindex, 10 );
-				}
-
-				if (
-					rfocusable.test( elem.nodeName ) ||
-					rclickable.test( elem.nodeName ) &&
-					elem.href
-				) {
-					return 0;
-				}
-
-				return -1;
-			}
-		}
-	},
-
-	propFix: {
-		"for": "htmlFor",
-		"class": "className"
-	}
-} );
-
-// Support: IE <=11 only
-// Accessing the selectedIndex property
-// forces the browser to respect setting selected
-// on the option
-// The getter ensures a default option is selected
-// when in an optgroup
-// eslint rule "no-unused-expressions" is disabled for this code
-// since it considers such accessions noop
-if ( !support.optSelected ) {
-	jQuery.propHooks.selected = {
-		get: function( elem ) {
-
-			/* eslint no-unused-expressions: "off" */
-
-			var parent = elem.parentNode;
-			if ( parent && parent.parentNode ) {
-				parent.parentNode.selectedIndex;
-			}
-			return null;
-		},
-		set: function( elem ) {
-
-			/* eslint no-unused-expressions: "off" */
-
-			var parent = elem.parentNode;
-			if ( parent ) {
-				parent.selectedIndex;
-
-				if ( parent.parentNode ) {
-					parent.parentNode.selectedIndex;
-				}
-			}
-		}
-	};
-}
-
-jQuery.each( [
-	"tabIndex",
-	"readOnly",
-	"maxLength",
-	"cellSpacing",
-	"cellPadding",
-	"rowSpan",
-	"colSpan",
-	"useMap",
-	"frameBorder",
-	"contentEditable"
-], function() {
-	jQuery.propFix[ this.toLowerCase() ] = this;
-} );
-
-
-
-
-	// Strip and collapse whitespace according to HTML spec
-	// https://infra.spec.whatwg.org/#strip-and-collapse-ascii-whitespace
-	function stripAndCollapse( value ) {
-		var tokens = value.match( rnothtmlwhite ) || [];
-		return tokens.join( " " );
-	}
-
-
-function getClass( elem ) {
-	return elem.getAttribute && elem.getAttribute( "class" ) || "";
-}
-
-function classesToArray( value ) {
-	if ( Array.isArray( value ) ) {
-		return value;
-	}
-	if ( typeof value === "string" ) {
-		return value.match( rnothtmlwhite ) || [];
-	}
-	return [];
-}
-
-jQuery.fn.extend( {
-	addClass: function( value ) {
-		var classes, elem, cur, curValue, clazz, j, finalValue,
-			i = 0;
-
-		if ( isFunction( value ) ) {
-			return this.each( function( j ) {
-				jQuery( this ).addClass( value.call( this, j, getClass( this ) ) );
-			} );
-		}
-
-		classes = classesToArray( value );
-
-		if ( classes.length ) {
-			while ( ( elem = this[ i++ ] ) ) {
-				curValue = getClass( elem );
-				cur = elem.nodeType === 1 && ( " " + stripAndCollapse( curValue ) + " " );
-
-				if ( cur ) {
-					j = 0;
-					while ( ( clazz = classes[ j++ ] ) ) {
-						if ( cur.indexOf( " " + clazz + " " ) < 0 ) {
-							cur += clazz + " ";
-						}
-					}
-
-					// Only assign if different to avoid unneeded rendering.
-					finalValue = stripAndCollapse( cur );
-					if ( curValue !== finalValue ) {
-						elem.setAttribute( "class", finalValue );
-					}
-				}
-			}
-		}
-
-		return this;
-	},
-
-	removeClass: function( value ) {
-		var classes, elem, cur, curValue, clazz, j, finalValue,
-			i = 0;
-
-		if ( isFunction( value ) ) {
-			return this.each( function( j ) {
-				jQuery( this ).removeClass( value.call( this, j, getClass( this ) ) );
-			} );
-		}
-
-		if ( !arguments.length ) {
-			return this.attr( "class", "" );
-		}
-
-		classes = classesToArray( value );
-
-		if ( classes.length ) {
-			while ( ( elem = this[ i++ ] ) ) {
-				curValue = getClass( elem );
-
-				// This expression is here for better compressibility (see addClass)
-				cur = elem.nodeType === 1 && ( " " + stripAndCollapse( curValue ) + " " );
-
-				if ( cur ) {
-					j = 0;
-					while ( ( clazz = classes[ j++ ] ) ) {
-
-						// Remove *all* instances
-						while ( cur.indexOf( " " + clazz + " " ) > -1 ) {
-							cur = cur.replace( " " + clazz + " ", " " );
-						}
-					}
-
-					// Only assign if different to avoid unneeded rendering.
-					finalValue = stripAndCollapse( cur );
-					if ( curValue !== finalValue ) {
-						elem.setAttribute( "class", finalValue );
-					}
-				}
-			}
-		}
-
-		return this;
-	},
-
-	toggleClass: function( value, stateVal ) {
-		var type = typeof value,
-			isValidValue = type === "string" || Array.isArray( value );
-
-		if ( typeof stateVal === "boolean" && isValidValue ) {
-			return stateVal ? this.addClass( value ) : this.removeClass( value );
-		}
-
-		if ( isFunction( value ) ) {
-			return this.each( function( i ) {
-				jQuery( this ).toggleClass(
-					value.call( this, i, getClass( this ), stateVal ),
-					stateVal
-				);
-			} );
-		}
-
-		return this.each( function() {
-			var className, i, self, classNames;
-
-			if ( isValidValue ) {
-
-				// Toggle individual class names
-				i = 0;
-				self = jQuery( this );
-				classNames = classesToArray( value );
-
-				while ( ( className = classNames[ i++ ] ) ) {
-
-					// Check each className given, space separated list
-					if ( self.hasClass( className ) ) {
-						self.removeClass( className );
-					} else {
-						self.addClass( className );
-					}
-				}
-
-			// Toggle whole class name
-			} else if ( value === undefined || type === "boolean" ) {
-				className = getClass( this );
-				if ( className ) {
-
-					// Store className if set
-					dataPriv.set( this, "__className__", className );
-				}
-
-				// If the element has a class name or if we're passed `false`,
-				// then remove the whole classname (if there was one, the above saved it).
-				// Otherwise bring back whatever was previously saved (if anything),
-				// falling back to the empty string if nothing was stored.
-				if ( this.setAttribute ) {
-					this.setAttribute( "class",
-						className || value === false ?
-						"" :
-						dataPriv.get( this, "__className__" ) || ""
-					);
-				}
-			}
-		} );
-	},
-
-	hasClass: function( selector ) {
-		var className, elem,
-			i = 0;
-
-		className = " " + selector + " ";
-		while ( ( elem = this[ i++ ] ) ) {
-			if ( elem.nodeType === 1 &&
-				( " " + stripAndCollapse( getClass( elem ) ) + " " ).indexOf( className ) > -1 ) {
-					return true;
-			}
-		}
-
-		return false;
-	}
-} );
-
-
-
-
-var rreturn = /\r/g;
-
-jQuery.fn.extend( {
-	val: function( value ) {
-		var hooks, ret, valueIsFunction,
-			elem = this[ 0 ];
-
-		if ( !arguments.length ) {
-			if ( elem ) {
-				hooks = jQuery.valHooks[ elem.type ] ||
-					jQuery.valHooks[ elem.nodeName.toLowerCase() ];
-
-				if ( hooks &&
-					"get" in hooks &&
-					( ret = hooks.get( elem, "value" ) ) !== undefined
-				) {
-					return ret;
-				}
-
-				ret = elem.value;
-
-				// Handle most common string cases
-				if ( typeof ret === "string" ) {
-					return ret.replace( rreturn, "" );
-				}
-
-				// Handle cases where value is null/undef or number
-				return ret == null ? "" : ret;
-			}
-
-			return;
-		}
-
-		valueIsFunction = isFunction( value );
-
-		return this.each( function( i ) {
-			var val;
-
-			if ( this.nodeType !== 1 ) {
-				return;
-			}
-
-			if ( valueIsFunction ) {
-				val = value.call( this, i, jQuery( this ).val() );
-			} else {
-				val = value;
-			}
-
-			// Treat null/undefined as ""; convert numbers to string
-			if ( val == null ) {
-				val = "";
-
-			} else if ( typeof val === "number" ) {
-				val += "";
-
-			} else if ( Array.isArray( val ) ) {
-				val = jQuery.map( val, function( value ) {
-					return value == null ? "" : value + "";
-				} );
-			}
-
-			hooks = jQuery.valHooks[ this.type ] || jQuery.valHooks[ this.nodeName.toLowerCase() ];
-
-			// If set returns undefined, fall back to normal setting
-			if ( !hooks || !( "set" in hooks ) || hooks.set( this, val, "value" ) === undefined ) {
-				this.value = val;
-			}
-		} );
-	}
-} );
-
-jQuery.extend( {
-	valHooks: {
-		option: {
-			get: function( elem ) {
-
-				var val = jQuery.find.attr( elem, "value" );
-				return val != null ?
-					val :
-
-					// Support: IE <=10 - 11 only
-					// option.text throws exceptions (#14686, #14858)
-					// Strip and collapse whitespace
-					// https://html.spec.whatwg.org/#strip-and-collapse-whitespace
-					stripAndCollapse( jQuery.text( elem ) );
-			}
-		},
-		select: {
-			get: function( elem ) {
-				var value, option, i,
-					options = elem.options,
-					index = elem.selectedIndex,
-					one = elem.type === "select-one",
-					values = one ? null : [],
-					max = one ? index + 1 : options.length;
-
-				if ( index < 0 ) {
-					i = max;
-
-				} else {
-					i = one ? index : 0;
-				}
-
-				// Loop through all the selected options
-				for ( ; i < max; i++ ) {
-					option = options[ i ];
-
-					// Support: IE <=9 only
-					// IE8-9 doesn't update selected after form reset (#2551)
-					if ( ( option.selected || i === index ) &&
-
-							// Don't return options that are disabled or in a disabled optgroup
-							!option.disabled &&
-							( !option.parentNode.disabled ||
-								!nodeName( option.parentNode, "optgroup" ) ) ) {
-
-						// Get the specific value for the option
-						value = jQuery( option ).val();
-
-						// We don't need an array for one selects
-						if ( one ) {
-							return value;
-						}
-
-						// Multi-Selects return an array
-						values.push( value );
-					}
-				}
-
-				return values;
-			},
-
-			set: function( elem, value ) {
-				var optionSet, option,
-					options = elem.options,
-					values = jQuery.makeArray( value ),
-					i = options.length;
-
-				while ( i-- ) {
-					option = options[ i ];
-
-					/* eslint-disable no-cond-assign */
-
-					if ( option.selected =
-						jQuery.inArray( jQuery.valHooks.option.get( option ), values ) > -1
-					) {
-						optionSet = true;
-					}
-
-					/* eslint-enable no-cond-assign */
-				}
-
-				// Force browsers to behave consistently when non-matching value is set
-				if ( !optionSet ) {
-					elem.selectedIndex = -1;
-				}
-				return values;
-			}
-		}
-	}
-} );
-
-// Radios and checkboxes getter/setter
-jQuery.each( [ "radio", "checkbox" ], function() {
-	jQuery.valHooks[ this ] = {
-		set: function( elem, value ) {
-			if ( Array.isArray( value ) ) {
-				return ( elem.checked = jQuery.inArray( jQuery( elem ).val(), value ) > -1 );
-			}
-		}
-	};
-	if ( !support.checkOn ) {
-		jQuery.valHooks[ this ].get = function( elem ) {
-			return elem.getAttribute( "value" ) === null ? "on" : elem.value;
-		};
-	}
-} );
-
-
-
-
-// Return jQuery for attributes-only inclusion
-
-
-support.focusin = "onfocusin" in window;
-
-
-var rfocusMorph = /^(?:focusinfocus|focusoutblur)$/,
-	stopPropagationCallback = function( e ) {
-		e.stopPropagation();
-	};
-
-jQuery.extend( jQuery.event, {
-
-	trigger: function( event, data, elem, onlyHandlers ) {
-
-		var i, cur, tmp, bubbleType, ontype, handle, special, lastElement,
-			eventPath = [ elem || document ],
-			type = hasOwn.call( event, "type" ) ? event.type : event,
-			namespaces = hasOwn.call( event, "namespace" ) ? event.namespace.split( "." ) : [];
-
-		cur = lastElement = tmp = elem = elem || document;
-
-		// Don't do events on text and comment nodes
-		if ( elem.nodeType === 3 || elem.nodeType === 8 ) {
-			return;
-		}
-
-		// focus/blur morphs to focusin/out; ensure we're not firing them right now
-		if ( rfocusMorph.test( type + jQuery.event.triggered ) ) {
-			return;
-		}
-
-		if ( type.indexOf( "." ) > -1 ) {
-
-			// Namespaced trigger; create a regexp to match event type in handle()
-			namespaces = type.split( "." );
-			type = namespaces.shift();
-			namespaces.sort();
-		}
-		ontype = type.indexOf( ":" ) < 0 && "on" + type;
-
-		// Caller can pass in a jQuery.Event object, Object, or just an event type string
-		event = event[ jQuery.expando ] ?
-			event :
-			new jQuery.Event( type, typeof event === "object" && event );
-
-		// Trigger bitmask: & 1 for native handlers; & 2 for jQuery (always true)
-		event.isTrigger = onlyHandlers ? 2 : 3;
-		event.namespace = namespaces.join( "." );
-		event.rnamespace = event.namespace ?
-			new RegExp( "(^|\\.)" + namespaces.join( "\\.(?:.*\\.|)" ) + "(\\.|$)" ) :
-			null;
-
-		// Clean up the event in case it is being reused
-		event.result = undefined;
-		if ( !event.target ) {
-			event.target = elem;
-		}
-
-		// Clone any incoming data and prepend the event, creating the handler arg list
-		data = data == null ?
-			[ event ] :
-			jQuery.makeArray( data, [ event ] );
-
-		// Allow special events to draw outside the lines
-		special = jQuery.event.special[ type ] || {};
-		if ( !onlyHandlers && special.trigger && special.trigger.apply( elem, data ) === false ) {
-			return;
-		}
-
-		// Determine event propagation path in advance, per W3C events spec (#9951)
-		// Bubble up to document, then to window; watch for a global ownerDocument var (#9724)
-		if ( !onlyHandlers && !special.noBubble && !isWindow( elem ) ) {
-
-			bubbleType = special.delegateType || type;
-			if ( !rfocusMorph.test( bubbleType + type ) ) {
-				cur = cur.parentNode;
-			}
-			for ( ; cur; cur = cur.parentNode ) {
-				eventPath.push( cur );
-				tmp = cur;
-			}
-
-			// Only add window if we got to document (e.g., not plain obj or detached DOM)
-			if ( tmp === ( elem.ownerDocument || document ) ) {
-				eventPath.push( tmp.defaultView || tmp.parentWindow || window );
-			}
-		}
-
-		// Fire handlers on the event path
-		i = 0;
-		while ( ( cur = eventPath[ i++ ] ) && !event.isPropagationStopped() ) {
-			lastElement = cur;
-			event.type = i > 1 ?
-				bubbleType :
-				special.bindType || type;
-
-			// jQuery handler
-			handle = (
-					dataPriv.get( cur, "events" ) || Object.create( null )
-				)[ event.type ] &&
-				dataPriv.get( cur, "handle" );
-			if ( handle ) {
-				handle.apply( cur, data );
-			}
-
-			// Native handler
-			handle = ontype && cur[ ontype ];
-			if ( handle && handle.apply && acceptData( cur ) ) {
-				event.result = handle.apply( cur, data );
-				if ( event.result === false ) {
-					event.preventDefault();
-				}
-			}
-		}
-		event.type = type;
-
-		// If nobody prevented the default action, do it now
-		if ( !onlyHandlers && !event.isDefaultPrevented() ) {
-
-			if ( ( !special._default ||
-				special._default.apply( eventPath.pop(), data ) === false ) &&
-				acceptData( elem ) ) {
-
-				// Call a native DOM method on the target with the same name as the event.
-				// Don't do default actions on window, that's where global variables be (#6170)
-				if ( ontype && isFunction( elem[ type ] ) && !isWindow( elem ) ) {
-
-					// Don't re-trigger an onFOO event when we call its FOO() method
-					tmp = elem[ ontype ];
-
-					if ( tmp ) {
-						elem[ ontype ] = null;
-					}
-
-					// Prevent re-triggering of the same event, since we already bubbled it above
-					jQuery.event.triggered = type;
-
-					if ( event.isPropagationStopped() ) {
-						lastElement.addEventListener( type, stopPropagationCallback );
-					}
-
-					elem[ type ]();
-
-					if ( event.isPropagationStopped() ) {
-						lastElement.removeEventListener( type, stopPropagationCallback );
-					}
-
-					jQuery.event.triggered = undefined;
-
-					if ( tmp ) {
-						elem[ ontype ] = tmp;
-					}
-				}
-			}
-		}
-
-		return event.result;
-	},
-
-	// Piggyback on a donor event to simulate a different one
-	// Used only for `focus(in | out)` events
-	simulate: function( type, elem, event ) {
-		var e = jQuery.extend(
-			new jQuery.Event(),
-			event,
-			{
-				type: type,
-				isSimulated: true
-			}
-		);
-
-		jQuery.event.trigger( e, null, elem );
-	}
-
-} );
-
-jQuery.fn.extend( {
-
-	trigger: function( type, data ) {
-		return this.each( function() {
-			jQuery.event.trigger( type, data, this );
-		} );
-	},
-	triggerHandler: function( type, data ) {
-		var elem = this[ 0 ];
-		if ( elem ) {
-			return jQuery.event.trigger( type, data, elem, true );
-		}
-	}
-} );
-
-
-// Support: Firefox <=44
-// Firefox doesn't have focus(in | out) events
-// Related ticket - https://bugzilla.mozilla.org/show_bug.cgi?id=687787
-//
-// Support: Chrome <=48 - 49, Safari <=9.0 - 9.1
-// focus(in | out) events fire after focus & blur events,
-// which is spec violation - http://www.w3.org/TR/DOM-Level-3-Events/#events-focusevent-event-order
-// Related ticket - https://bugs.chromium.org/p/chromium/issues/detail?id=449857
-if ( !support.focusin ) {
-	jQuery.each( { focus: "focusin", blur: "focusout" }, function( orig, fix ) {
-
-		// Attach a single capturing handler on the document while someone wants focusin/focusout
-		var handler = function( event ) {
-			jQuery.event.simulate( fix, event.target, jQuery.event.fix( event ) );
-		};
-
-		jQuery.event.special[ fix ] = {
-			setup: function() {
-
-				// Handle: regular nodes (via `this.ownerDocument`), window
-				// (via `this.document`) & document (via `this`).
-				var doc = this.ownerDocument || this.document || this,
-					attaches = dataPriv.access( doc, fix );
-
-				if ( !attaches ) {
-					doc.addEventListener( orig, handler, true );
-				}
-				dataPriv.access( doc, fix, ( attaches || 0 ) + 1 );
-			},
-			teardown: function() {
-				var doc = this.ownerDocument || this.document || this,
-					attaches = dataPriv.access( doc, fix ) - 1;
-
-				if ( !attaches ) {
-					doc.removeEventListener( orig, handler, true );
-					dataPriv.remove( doc, fix );
-
-				} else {
-					dataPriv.access( doc, fix, attaches );
-				}
-			}
-		};
-	} );
-}
-var location = window.location;
-
-var nonce = { guid: Date.now() };
-
-var rquery = ( /\?/ );
-
-
-
-// Cross-browser xml parsing
-jQuery.parseXML = function( data ) {
-	var xml;
-	if ( !data || typeof data !== "string" ) {
-		return null;
-	}
-
-	// Support: IE 9 - 11 only
-	// IE throws on parseFromString with invalid input.
-	try {
-		xml = ( new window.DOMParser() ).parseFromString( data, "text/xml" );
-	} catch ( e ) {
-		xml = undefined;
-	}
-
-	if ( !xml || xml.getElementsByTagName( "parsererror" ).length ) {
-		jQuery.error( "Invalid XML: " + data );
-	}
-	return xml;
-};
-
-
-var
-	rbracket = /\[\]$/,
-	rCRLF = /\r?\n/g,
-	rsubmitterTypes = /^(?:submit|button|image|reset|file)$/i,
-	rsubmittable = /^(?:input|select|textarea|keygen)/i;
-
-function buildParams( prefix, obj, traditional, add ) {
-	var name;
-
-	if ( Array.isArray( obj ) ) {
-
-		// Serialize array item.
-		jQuery.each( obj, function( i, v ) {
-			if ( traditional || rbracket.test( prefix ) ) {
-
-				// Treat each array item as a scalar.
-				add( prefix, v );
-
-			} else {
-
-				// Item is non-scalar (array or object), encode its numeric index.
-				buildParams(
-					prefix + "[" + ( typeof v === "object" && v != null ? i : "" ) + "]",
-					v,
-					traditional,
-					add
-				);
-			}
-		} );
-
-	} else if ( !traditional && toType( obj ) === "object" ) {
-
-		// Serialize object item.
-		for ( name in obj ) {
-			buildParams( prefix + "[" + name + "]", obj[ name ], traditional, add );
-		}
-
-	} else {
-
-		// Serialize scalar item.
-		add( prefix, obj );
-	}
-}
-
-// Serialize an array of form elements or a set of
-// key/values into a query string
-jQuery.param = function( a, traditional ) {
-	var prefix,
-		s = [],
-		add = function( key, valueOrFunction ) {
-
-			// If value is a function, invoke it and use its return value
-			var value = isFunction( valueOrFunction ) ?
-				valueOrFunction() :
-				valueOrFunction;
-
-			s[ s.length ] = encodeURIComponent( key ) + "=" +
-				encodeURIComponent( value == null ? "" : value );
-		};
-
-	if ( a == null ) {
-		return "";
-	}
-
-	// If an array was passed in, assume that it is an array of form elements.
-	if ( Array.isArray( a ) || ( a.jquery && !jQuery.isPlainObject( a ) ) ) {
-
-		// Serialize the form elements
-		jQuery.each( a, function() {
-			add( this.name, this.value );
-		} );
-
-	} else {
-
-		// If traditional, encode the "old" way (the way 1.3.2 or older
-		// did it), otherwise encode params recursively.
-		for ( prefix in a ) {
-			buildParams( prefix, a[ prefix ], traditional, add );
-		}
-	}
-
-	// Return the resulting serialization
-	return s.join( "&" );
-};
-
-jQuery.fn.extend( {
-	serialize: function() {
-		return jQuery.param( this.serializeArray() );
-	},
-	serializeArray: function() {
-		return this.map( function() {
-
-			// Can add propHook for "elements" to filter or add form elements
-			var elements = jQuery.prop( this, "elements" );
-			return elements ? jQuery.makeArray( elements ) : this;
-		} )
-		.filter( function() {
-			var type = this.type;
-
-			// Use .is( ":disabled" ) so that fieldset[disabled] works
-			return this.name && !jQuery( this ).is( ":disabled" ) &&
-				rsubmittable.test( this.nodeName ) && !rsubmitterTypes.test( type ) &&
-				( this.checked || !rcheckableType.test( type ) );
-		} )
-		.map( function( _i, elem ) {
-			var val = jQuery( this ).val();
-
-			if ( val == null ) {
-				return null;
-			}
-
-			if ( Array.isArray( val ) ) {
-				return jQuery.map( val, function( val ) {
-					return { name: elem.name, value: val.replace( rCRLF, "\r\n" ) };
-				} );
-			}
-
-			return { name: elem.name, value: val.replace( rCRLF, "\r\n" ) };
-		} ).get();
-	}
-} );
-
-
-var
-	r20 = /%20/g,
-	rhash = /#.*$/,
-	rantiCache = /([?&])_=[^&]*/,
-	rheaders = /^(.*?):[ \t]*([^\r\n]*)$/mg,
-
-	// #7653, #8125, #8152: local protocol detection
-	rlocalProtocol = /^(?:about|app|app-storage|.+-extension|file|res|widget):$/,
-	rnoContent = /^(?:GET|HEAD)$/,
-	rprotocol = /^\/\//,
-
-	/* Prefilters
-	 * 1) They are useful to introduce custom dataTypes (see ajax/jsonp.js for an example)
-	 * 2) These are called:
-	 *    - BEFORE asking for a transport
-	 *    - AFTER param serialization (s.data is a string if s.processData is true)
-	 * 3) key is the dataType
-	 * 4) the catchall symbol "*" can be used
-	 * 5) execution will start with transport dataType and THEN continue down to "*" if needed
-	 */
-	prefilters = {},
-
-	/* Transports bindings
-	 * 1) key is the dataType
-	 * 2) the catchall symbol "*" can be used
-	 * 3) selection will start with transport dataType and THEN go to "*" if needed
-	 */
-	transports = {},
-
-	// Avoid comment-prolog char sequence (#10098); must appease lint and evade compression
-	allTypes = "*/".concat( "*" ),
-
-	// Anchor tag for parsing the document origin
-	originAnchor = document.createElement( "a" );
-	originAnchor.href = location.href;
-
-// Base "constructor" for jQuery.ajaxPrefilter and jQuery.ajaxTransport
-function addToPrefiltersOrTransports( structure ) {
-
-	// dataTypeExpression is optional and defaults to "*"
-	return function( dataTypeExpression, func ) {
-
-		if ( typeof dataTypeExpression !== "string" ) {
-			func = dataTypeExpression;
-			dataTypeExpression = "*";
-		}
-
-		var dataType,
-			i = 0,
-			dataTypes = dataTypeExpression.toLowerCase().match( rnothtmlwhite ) || [];
-
-		if ( isFunction( func ) ) {
-
-			// For each dataType in the dataTypeExpression
-			while ( ( dataType = dataTypes[ i++ ] ) ) {
-
-				// Prepend if requested
-				if ( dataType[ 0 ] === "+" ) {
-					dataType = dataType.slice( 1 ) || "*";
-					( structure[ dataType ] = structure[ dataType ] || [] ).unshift( func );
-
-				// Otherwise append
-				} else {
-					( structure[ dataType ] = structure[ dataType ] || [] ).push( func );
-				}
-			}
-		}
-	};
-}
-
-// Base inspection function for prefilters and transports
-function inspectPrefiltersOrTransports( structure, options, originalOptions, jqXHR ) {
-
-	var inspected = {},
-		seekingTransport = ( structure === transports );
-
-	function inspect( dataType ) {
-		var selected;
-		inspected[ dataType ] = true;
-		jQuery.each( structure[ dataType ] || [], function( _, prefilterOrFactory ) {
-			var dataTypeOrTransport = prefilterOrFactory( options, originalOptions, jqXHR );
-			if ( typeof dataTypeOrTransport === "string" &&
-				!seekingTransport && !inspected[ dataTypeOrTransport ] ) {
-
-				options.dataTypes.unshift( dataTypeOrTransport );
-				inspect( dataTypeOrTransport );
-				return false;
-			} else if ( seekingTransport ) {
-				return !( selected = dataTypeOrTransport );
-			}
-		} );
-		return selected;
-	}
-
-	return inspect( options.dataTypes[ 0 ] ) || !inspected[ "*" ] && inspect( "*" );
-}
-
-// A special extend for ajax options
-// that takes "flat" options (not to be deep extended)
-// Fixes #9887
-function ajaxExtend( target, src ) {
-	var key, deep,
-		flatOptions = jQuery.ajaxSettings.flatOptions || {};
-
-	for ( key in src ) {
-		if ( src[ key ] !== undefined ) {
-			( flatOptions[ key ] ? target : ( deep || ( deep = {} ) ) )[ key ] = src[ key ];
-		}
-	}
-	if ( deep ) {
-		jQuery.extend( true, target, deep );
-	}
-
-	return target;
-}
-
-/* Handles responses to an ajax request:
- * - finds the right dataType (mediates between content-type and expected dataType)
- * - returns the corresponding response
- */
-function ajaxHandleResponses( s, jqXHR, responses ) {
-
-	var ct, type, finalDataType, firstDataType,
-		contents = s.contents,
-		dataTypes = s.dataTypes;
-
-	// Remove auto dataType and get content-type in the process
-	while ( dataTypes[ 0 ] === "*" ) {
-		dataTypes.shift();
-		if ( ct === undefined ) {
-			ct = s.mimeType || jqXHR.getResponseHeader( "Content-Type" );
-		}
-	}
-
-	// Check if we're dealing with a known content-type
-	if ( ct ) {
-		for ( type in contents ) {
-			if ( contents[ type ] && contents[ type ].test( ct ) ) {
-				dataTypes.unshift( type );
-				break;
-			}
-		}
-	}
-
-	// Check to see if we have a response for the expected dataType
-	if ( dataTypes[ 0 ] in responses ) {
-		finalDataType = dataTypes[ 0 ];
-	} else {
-
-		// Try convertible dataTypes
-		for ( type in responses ) {
-			if ( !dataTypes[ 0 ] || s.converters[ type + " " + dataTypes[ 0 ] ] ) {
-				finalDataType = type;
-				break;
-			}
-			if ( !firstDataType ) {
-				firstDataType = type;
-			}
-		}
-
-		// Or just use first one
-		finalDataType = finalDataType || firstDataType;
-	}
-
-	// If we found a dataType
-	// We add the dataType to the list if needed
-	// and return the corresponding response
-	if ( finalDataType ) {
-		if ( finalDataType !== dataTypes[ 0 ] ) {
-			dataTypes.unshift( finalDataType );
-		}
-		return responses[ finalDataType ];
-	}
-}
-
-/* Chain conversions given the request and the original response
- * Also sets the responseXXX fields on the jqXHR instance
- */
-function ajaxConvert( s, response, jqXHR, isSuccess ) {
-	var conv2, current, conv, tmp, prev,
-		converters = {},
-
-		// Work with a copy of dataTypes in case we need to modify it for conversion
-		dataTypes = s.dataTypes.slice();
-
-	// Create converters map with lowercased keys
-	if ( dataTypes[ 1 ] ) {
-		for ( conv in s.converters ) {
-			converters[ conv.toLowerCase() ] = s.converters[ conv ];
-		}
-	}
-
-	current = dataTypes.shift();
-
-	// Convert to each sequential dataType
-	while ( current ) {
-
-		if ( s.responseFields[ current ] ) {
-			jqXHR[ s.responseFields[ current ] ] = response;
-		}
-
-		// Apply the dataFilter if provided
-		if ( !prev && isSuccess && s.dataFilter ) {
-			response = s.dataFilter( response, s.dataType );
-		}
-
-		prev = current;
-		current = dataTypes.shift();
-
-		if ( current ) {
-
-			// There's only work to do if current dataType is non-auto
-			if ( current === "*" ) {
-
-				current = prev;
-
-			// Convert response if prev dataType is non-auto and differs from current
-			} else if ( prev !== "*" && prev !== current ) {
-
-				// Seek a direct converter
-				conv = converters[ prev + " " + current ] || converters[ "* " + current ];
-
-				// If none found, seek a pair
-				if ( !conv ) {
-					for ( conv2 in converters ) {
-
-						// If conv2 outputs current
-						tmp = conv2.split( " " );
-						if ( tmp[ 1 ] === current ) {
-
-							// If prev can be converted to accepted input
-							conv = converters[ prev + " " + tmp[ 0 ] ] ||
-								converters[ "* " + tmp[ 0 ] ];
-							if ( conv ) {
-
-								// Condense equivalence converters
-								if ( conv === true ) {
-									conv = converters[ conv2 ];
-
-								// Otherwise, insert the intermediate dataType
-								} else if ( converters[ conv2 ] !== true ) {
-									current = tmp[ 0 ];
-									dataTypes.unshift( tmp[ 1 ] );
-								}
-								break;
-							}
-						}
-					}
-				}
-
-				// Apply converter (if not an equivalence)
-				if ( conv !== true ) {
-
-					// Unless errors are allowed to bubble, catch and return them
-					if ( conv && s.throws ) {
-						response = conv( response );
-					} else {
-						try {
-							response = conv( response );
-						} catch ( e ) {
-							return {
-								state: "parsererror",
-								error: conv ? e : "No conversion from " + prev + " to " + current
-							};
-						}
-					}
-				}
-			}
-		}
-	}
-
-	return { state: "success", data: response };
-}
-
-jQuery.extend( {
-
-	// Counter for holding the number of active queries
-	active: 0,
-
-	// Last-Modified header cache for next request
-	lastModified: {},
-	etag: {},
-
-	ajaxSettings: {
-		url: location.href,
-		type: "GET",
-		isLocal: rlocalProtocol.test( location.protocol ),
-		global: true,
-		processData: true,
-		async: true,
-		contentType: "application/x-www-form-urlencoded; charset=UTF-8",
-
-		/*
-		timeout: 0,
-		data: null,
-		dataType: null,
-		username: null,
-		password: null,
-		cache: null,
-		throws: false,
-		traditional: false,
-		headers: {},
-		*/
-
-		accepts: {
-			"*": allTypes,
-			text: "text/plain",
-			html: "text/html",
-			xml: "application/xml, text/xml",
-			json: "application/json, text/javascript"
-		},
-
-		contents: {
-			xml: /\bxml\b/,
-			html: /\bhtml/,
-			json: /\bjson\b/
-		},
-
-		responseFields: {
-			xml: "responseXML",
-			text: "responseText",
-			json: "responseJSON"
-		},
-
-		// Data converters
-		// Keys separate source (or catchall "*") and destination types with a single space
-		converters: {
-
-			// Convert anything to text
-			"* text": String,
-
-			// Text to html (true = no transformation)
-			"text html": true,
-
-			// Evaluate text as a json expression
-			"text json": JSON.parse,
-
-			// Parse text as xml
-			"text xml": jQuery.parseXML
-		},
-
-		// For options that shouldn't be deep extended:
-		// you can add your own custom options here if
-		// and when you create one that shouldn't be
-		// deep extended (see ajaxExtend)
-		flatOptions: {
-			url: true,
-			context: true
-		}
-	},
-
-	// Creates a full fledged settings object into target
-	// with both ajaxSettings and settings fields.
-	// If target is omitted, writes into ajaxSettings.
-	ajaxSetup: function( target, settings ) {
-		return settings ?
-
-			// Building a settings object
-			ajaxExtend( ajaxExtend( target, jQuery.ajaxSettings ), settings ) :
-
-			// Extending ajaxSettings
-			ajaxExtend( jQuery.ajaxSettings, target );
-	},
-
-	ajaxPrefilter: addToPrefiltersOrTransports( prefilters ),
-	ajaxTransport: addToPrefiltersOrTransports( transports ),
-
-	// Main method
-	ajax: function( url, options ) {
-
-		// If url is an object, simulate pre-1.5 signature
-		if ( typeof url === "object" ) {
-			options = url;
-			url = undefined;
-		}
-
-		// Force options to be an object
-		options = options || {};
-
-		var transport,
-
-			// URL without anti-cache param
-			cacheURL,
-
-			// Response headers
-			responseHeadersString,
-			responseHeaders,
-
-			// timeout handle
-			timeoutTimer,
-
-			// Url cleanup var
-			urlAnchor,
-
-			// Request state (becomes false upon send and true upon completion)
-			completed,
-
-			// To know if global events are to be dispatched
-			fireGlobals,
-
-			// Loop variable
-			i,
-
-			// uncached part of the url
-			uncached,
-
-			// Create the final options object
-			s = jQuery.ajaxSetup( {}, options ),
-
-			// Callbacks context
-			callbackContext = s.context || s,
-
-			// Context for global events is callbackContext if it is a DOM node or jQuery collection
-			globalEventContext = s.context &&
-				( callbackContext.nodeType || callbackContext.jquery ) ?
-					jQuery( callbackContext ) :
-					jQuery.event,
-
-			// Deferreds
-			deferred = jQuery.Deferred(),
-			completeDeferred = jQuery.Callbacks( "once memory" ),
-
-			// Status-dependent callbacks
-			statusCode = s.statusCode || {},
-
-			// Headers (they are sent all at once)
-			requestHeaders = {},
-			requestHeadersNames = {},
-
-			// Default abort message
-			strAbort = "canceled",
-
-			// Fake xhr
-			jqXHR = {
-				readyState: 0,
-
-				// Builds headers hashtable if needed
-				getResponseHeader: function( key ) {
-					var match;
-					if ( completed ) {
-						if ( !responseHeaders ) {
-							responseHeaders = {};
-							while ( ( match = rheaders.exec( responseHeadersString ) ) ) {
-								responseHeaders[ match[ 1 ].toLowerCase() + " " ] =
-									( responseHeaders[ match[ 1 ].toLowerCase() + " " ] || [] )
-										.concat( match[ 2 ] );
-							}
-						}
-						match = responseHeaders[ key.toLowerCase() + " " ];
-					}
-					return match == null ? null : match.join( ", " );
-				},
-
-				// Raw string
-				getAllResponseHeaders: function() {
-					return completed ? responseHeadersString : null;
-				},
-
-				// Caches the header
-				setRequestHeader: function( name, value ) {
-					if ( completed == null ) {
-						name = requestHeadersNames[ name.toLowerCase() ] =
-							requestHeadersNames[ name.toLowerCase() ] || name;
-						requestHeaders[ name ] = value;
-					}
-					return this;
-				},
-
-				// Overrides response content-type header
-				overrideMimeType: function( type ) {
-					if ( completed == null ) {
-						s.mimeType = type;
-					}
-					return this;
-				},
-
-				// Status-dependent callbacks
-				statusCode: function( map ) {
-					var code;
-					if ( map ) {
-						if ( completed ) {
-
-							// Execute the appropriate callbacks
-							jqXHR.always( map[ jqXHR.status ] );
-						} else {
-
-							// Lazy-add the new callbacks in a way that preserves old ones
-							for ( code in map ) {
-								statusCode[ code ] = [ statusCode[ code ], map[ code ] ];
-							}
-						}
-					}
-					return this;
-				},
-
-				// Cancel the request
-				abort: function( statusText ) {
-					var finalText = statusText || strAbort;
-					if ( transport ) {
-						transport.abort( finalText );
-					}
-					done( 0, finalText );
-					return this;
-				}
-			};
-
-		// Attach deferreds
-		deferred.promise( jqXHR );
-
-		// Add protocol if not provided (prefilters might expect it)
-		// Handle falsy url in the settings object (#10093: consistency with old signature)
-		// We also use the url parameter if available
-		s.url = ( ( url || s.url || location.href ) + "" )
-			.replace( rprotocol, location.protocol + "//" );
-
-		// Alias method option to type as per ticket #12004
-		s.type = options.method || options.type || s.method || s.type;
-
-		// Extract dataTypes list
-		s.dataTypes = ( s.dataType || "*" ).toLowerCase().match( rnothtmlwhite ) || [ "" ];
-
-		// A cross-domain request is in order when the origin doesn't match the current origin.
-		if ( s.crossDomain == null ) {
-			urlAnchor = document.createElement( "a" );
-
-			// Support: IE <=8 - 11, Edge 12 - 15
-			// IE throws exception on accessing the href property if url is malformed,
-			// e.g. http://example.com:80x/
-			try {
-				urlAnchor.href = s.url;
-
-				// Support: IE <=8 - 11 only
-				// Anchor's host property isn't correctly set when s.url is relative
-				urlAnchor.href = urlAnchor.href;
-				s.crossDomain = originAnchor.protocol + "//" + originAnchor.host !==
-					urlAnchor.protocol + "//" + urlAnchor.host;
-			} catch ( e ) {
-
-				// If there is an error parsing the URL, assume it is crossDomain,
-				// it can be rejected by the transport if it is invalid
-				s.crossDomain = true;
-			}
-		}
-
-		// Convert data if not already a string
-		if ( s.data && s.processData && typeof s.data !== "string" ) {
-			s.data = jQuery.param( s.data, s.traditional );
-		}
-
-		// Apply prefilters
-		inspectPrefiltersOrTransports( prefilters, s, options, jqXHR );
-
-		// If request was aborted inside a prefilter, stop there
-		if ( completed ) {
-			return jqXHR;
-		}
-
-		// We can fire global events as of now if asked to
-		// Don't fire events if jQuery.event is undefined in an AMD-usage scenario (#15118)
-		fireGlobals = jQuery.event && s.global;
-
-		// Watch for a new set of requests
-		if ( fireGlobals && jQuery.active++ === 0 ) {
-			jQuery.event.trigger( "ajaxStart" );
-		}
-
-		// Uppercase the type
-		s.type = s.type.toUpperCase();
-
-		// Determine if request has content
-		s.hasContent = !rnoContent.test( s.type );
-
-		// Save the URL in case we're toying with the If-Modified-Since
-		// and/or If-None-Match header later on
-		// Remove hash to simplify url manipulation
-		cacheURL = s.url.replace( rhash, "" );
-
-		// More options handling for requests with no content
-		if ( !s.hasContent ) {
-
-			// Remember the hash so we can put it back
-			uncached = s.url.slice( cacheURL.length );
-
-			// If data is available and should be processed, append data to url
-			if ( s.data && ( s.processData || typeof s.data === "string" ) ) {
-				cacheURL += ( rquery.test( cacheURL ) ? "&" : "?" ) + s.data;
-
-				// #9682: remove data so that it's not used in an eventual retry
-				delete s.data;
-			}
-
-			// Add or update anti-cache param if needed
-			if ( s.cache === false ) {
-				cacheURL = cacheURL.replace( rantiCache, "$1" );
-				uncached = ( rquery.test( cacheURL ) ? "&" : "?" ) + "_=" + ( nonce.guid++ ) +
-					uncached;
-			}
-
-			// Put hash and anti-cache on the URL that will be requested (gh-1732)
-			s.url = cacheURL + uncached;
-
-		// Change '%20' to '+' if this is encoded form body content (gh-2658)
-		} else if ( s.data && s.processData &&
-			( s.contentType || "" ).indexOf( "application/x-www-form-urlencoded" ) === 0 ) {
-			s.data = s.data.replace( r20, "+" );
-		}
-
-		// Set the If-Modified-Since and/or If-None-Match header, if in ifModified mode.
-		if ( s.ifModified ) {
-			if ( jQuery.lastModified[ cacheURL ] ) {
-				jqXHR.setRequestHeader( "If-Modified-Since", jQuery.lastModified[ cacheURL ] );
-			}
-			if ( jQuery.etag[ cacheURL ] ) {
-				jqXHR.setRequestHeader( "If-None-Match", jQuery.etag[ cacheURL ] );
-			}
-		}
-
-		// Set the correct header, if data is being sent
-		if ( s.data && s.hasContent && s.contentType !== false || options.contentType ) {
-			jqXHR.setRequestHeader( "Content-Type", s.contentType );
-		}
-
-		// Set the Accepts header for the server, depending on the dataType
-		jqXHR.setRequestHeader(
-			"Accept",
-			s.dataTypes[ 0 ] && s.accepts[ s.dataTypes[ 0 ] ] ?
-				s.accepts[ s.dataTypes[ 0 ] ] +
-					( s.dataTypes[ 0 ] !== "*" ? ", " + allTypes + "; q=0.01" : "" ) :
-				s.accepts[ "*" ]
-		);
-
-		// Check for headers option
-		for ( i in s.headers ) {
-			jqXHR.setRequestHeader( i, s.headers[ i ] );
-		}
-
-		// Allow custom headers/mimetypes and early abort
-		if ( s.beforeSend &&
-			( s.beforeSend.call( callbackContext, jqXHR, s ) === false || completed ) ) {
-
-			// Abort if not done already and return
-			return jqXHR.abort();
-		}
-
-		// Aborting is no longer a cancellation
-		strAbort = "abort";
-
-		// Install callbacks on deferreds
-		completeDeferred.add( s.complete );
-		jqXHR.done( s.success );
-		jqXHR.fail( s.error );
-
-		// Get transport
-		transport = inspectPrefiltersOrTransports( transports, s, options, jqXHR );
-
-		// If no transport, we auto-abort
-		if ( !transport ) {
-			done( -1, "No Transport" );
-		} else {
-			jqXHR.readyState = 1;
-
-			// Send global event
-			if ( fireGlobals ) {
-				globalEventContext.trigger( "ajaxSend", [ jqXHR, s ] );
-			}
-
-			// If request was aborted inside ajaxSend, stop there
-			if ( completed ) {
-				return jqXHR;
-			}
-
-			// Timeout
-			if ( s.async && s.timeout > 0 ) {
-				timeoutTimer = window.setTimeout( function() {
-					jqXHR.abort( "timeout" );
-				}, s.timeout );
-			}
-
-			try {
-				completed = false;
-				transport.send( requestHeaders, done );
-			} catch ( e ) {
-
-				// Rethrow post-completion exceptions
-				if ( completed ) {
-					throw e;
-				}
-
-				// Propagate others as results
-				done( -1, e );
-			}
-		}
-
-		// Callback for when everything is done
-		function done( status, nativeStatusText, responses, headers ) {
-			var isSuccess, success, error, response, modified,
-				statusText = nativeStatusText;
-
-			// Ignore repeat invocations
-			if ( completed ) {
-				return;
-			}
-
-			completed = true;
-
-			// Clear timeout if it exists
-			if ( timeoutTimer ) {
-				window.clearTimeout( timeoutTimer );
-			}
-
-			// Dereference transport for early garbage collection
-			// (no matter how long the jqXHR object will be used)
-			transport = undefined;
-
-			// Cache response headers
-			responseHeadersString = headers || "";
-
-			// Set readyState
-			jqXHR.readyState = status > 0 ? 4 : 0;
-
-			// Determine if successful
-			isSuccess = status >= 200 && status < 300 || status === 304;
-
-			// Get response data
-			if ( responses ) {
-				response = ajaxHandleResponses( s, jqXHR, responses );
-			}
-
-			// Use a noop converter for missing script
-			if ( !isSuccess && jQuery.inArray( "script", s.dataTypes ) > -1 ) {
-				s.converters[ "text script" ] = function() {};
-			}
-
-			// Convert no matter what (that way responseXXX fields are always set)
-			response = ajaxConvert( s, response, jqXHR, isSuccess );
-
-			// If successful, handle type chaining
-			if ( isSuccess ) {
-
-				// Set the If-Modified-Since and/or If-None-Match header, if in ifModified mode.
-				if ( s.ifModified ) {
-					modified = jqXHR.getResponseHeader( "Last-Modified" );
-					if ( modified ) {
-						jQuery.lastModified[ cacheURL ] = modified;
-					}
-					modified = jqXHR.getResponseHeader( "etag" );
-					if ( modified ) {
-						jQuery.etag[ cacheURL ] = modified;
-					}
-				}
-
-				// if no content
-				if ( status === 204 || s.type === "HEAD" ) {
-					statusText = "nocontent";
-
-				// if not modified
-				} else if ( status === 304 ) {
-					statusText = "notmodified";
-
-				// If we have data, let's convert it
-				} else {
-					statusText = response.state;
-					success = response.data;
-					error = response.error;
-					isSuccess = !error;
-				}
-			} else {
-
-				// Extract error from statusText and normalize for non-aborts
-				error = statusText;
-				if ( status || !statusText ) {
-					statusText = "error";
-					if ( status < 0 ) {
-						status = 0;
-					}
-				}
-			}
-
-			// Set data for the fake xhr object
-			jqXHR.status = status;
-			jqXHR.statusText = ( nativeStatusText || statusText ) + "";
-
-			// Success/Error
-			if ( isSuccess ) {
-				deferred.resolveWith( callbackContext, [ success, statusText, jqXHR ] );
-			} else {
-				deferred.rejectWith( callbackContext, [ jqXHR, statusText, error ] );
-			}
-
-			// Status-dependent callbacks
-			jqXHR.statusCode( statusCode );
-			statusCode = undefined;
-
-			if ( fireGlobals ) {
-				globalEventContext.trigger( isSuccess ? "ajaxSuccess" : "ajaxError",
-					[ jqXHR, s, isSuccess ? success : error ] );
-			}
-
-			// Complete
-			completeDeferred.fireWith( callbackContext, [ jqXHR, statusText ] );
-
-			if ( fireGlobals ) {
-				globalEventContext.trigger( "ajaxComplete", [ jqXHR, s ] );
-
-				// Handle the global AJAX counter
-				if ( !( --jQuery.active ) ) {
-					jQuery.event.trigger( "ajaxStop" );
-				}
-			}
-		}
-
-		return jqXHR;
-	},
-
-	getJSON: function( url, data, callback ) {
-		return jQuery.get( url, data, callback, "json" );
-	},
-
-	getScript: function( url, callback ) {
-		return jQuery.get( url, undefined, callback, "script" );
-	}
-} );
-
-jQuery.each( [ "get", "post" ], function( _i, method ) {
-	jQuery[ method ] = function( url, data, callback, type ) {
-
-		// Shift arguments if data argument was omitted
-		if ( isFunction( data ) ) {
-			type = type || callback;
-			callback = data;
-			data = undefined;
-		}
-
-		// The url can be an options object (which then must have .url)
-		return jQuery.ajax( jQuery.extend( {
-			url: url,
-			type: method,
-			dataType: type,
-			data: data,
-			success: callback
-		}, jQuery.isPlainObject( url ) && url ) );
-	};
-} );
-
-jQuery.ajaxPrefilter( function( s ) {
-	var i;
-	for ( i in s.headers ) {
-		if ( i.toLowerCase() === "content-type" ) {
-			s.contentType = s.headers[ i ] || "";
-		}
-	}
-} );
-
-
-jQuery._evalUrl = function( url, options, doc ) {
-	return jQuery.ajax( {
-		url: url,
-
-		// Make this explicit, since user can override this through ajaxSetup (#11264)
-		type: "GET",
-		dataType: "script",
-		cache: true,
-		async: false,
-		global: false,
-
-		// Only evaluate the response if it is successful (gh-4126)
-		// dataFilter is not invoked for failure responses, so using it instead
-		// of the default converter is kludgy but it works.
-		converters: {
-			"text script": function() {}
-		},
-		dataFilter: function( response ) {
-			jQuery.globalEval( response, options, doc );
-		}
-	} );
-};
-
-
-jQuery.fn.extend( {
-	wrapAll: function( html ) {
-		var wrap;
-
-		if ( this[ 0 ] ) {
-			if ( isFunction( html ) ) {
-				html = html.call( this[ 0 ] );
-			}
-
-			// The elements to wrap the target around
-			wrap = jQuery( html, this[ 0 ].ownerDocument ).eq( 0 ).clone( true );
-
-			if ( this[ 0 ].parentNode ) {
-				wrap.insertBefore( this[ 0 ] );
-			}
-
-			wrap.map( function() {
-				var elem = this;
-
-				while ( elem.firstElementChild ) {
-					elem = elem.firstElementChild;
-				}
-
-				return elem;
-			} ).append( this );
-		}
-
-		return this;
-	},
-
-	wrapInner: function( html ) {
-		if ( isFunction( html ) ) {
-			return this.each( function( i ) {
-				jQuery( this ).wrapInner( html.call( this, i ) );
-			} );
-		}
-
-		return this.each( function() {
-			var self = jQuery( this ),
-				contents = self.contents();
-
-			if ( contents.length ) {
-				contents.wrapAll( html );
-
-			} else {
-				self.append( html );
-			}
-		} );
-	},
-
-	wrap: function( html ) {
-		var htmlIsFunction = isFunction( html );
-
-		return this.each( function( i ) {
-			jQuery( this ).wrapAll( htmlIsFunction ? html.call( this, i ) : html );
-		} );
-	},
-
-	unwrap: function( selector ) {
-		this.parent( selector ).not( "body" ).each( function() {
-			jQuery( this ).replaceWith( this.childNodes );
-		} );
-		return this;
-	}
-} );
-
-
-jQuery.expr.pseudos.hidden = function( elem ) {
-	return !jQuery.expr.pseudos.visible( elem );
-};
-jQuery.expr.pseudos.visible = function( elem ) {
-	return !!( elem.offsetWidth || elem.offsetHeight || elem.getClientRects().length );
-};
-
-
-
-
-jQuery.ajaxSettings.xhr = function() {
-	try {
-		return new window.XMLHttpRequest();
-	} catch ( e ) {}
-};
-
-var xhrSuccessStatus = {
-
-		// File protocol always yields status code 0, assume 200
-		0: 200,
-
-		// Support: IE <=9 only
-		// #1450: sometimes IE returns 1223 when it should be 204
-		1223: 204
-	},
-	xhrSupported = jQuery.ajaxSettings.xhr();
-
-support.cors = !!xhrSupported && ( "withCredentials" in xhrSupported );
-support.ajax = xhrSupported = !!xhrSupported;
-
-jQuery.ajaxTransport( function( options ) {
-	var callback, errorCallback;
-
-	// Cross domain only allowed if supported through XMLHttpRequest
-	if ( support.cors || xhrSupported && !options.crossDomain ) {
-		return {
-			send: function( headers, complete ) {
-				var i,
-					xhr = options.xhr();
-
-				xhr.open(
-					options.type,
-					options.url,
-					options.async,
-					options.username,
-					options.password
-				);
-
-				// Apply custom fields if provided
-				if ( options.xhrFields ) {
-					for ( i in options.xhrFields ) {
-						xhr[ i ] = options.xhrFields[ i ];
-					}
-				}
-
-				// Override mime type if needed
-				if ( options.mimeType && xhr.overrideMimeType ) {
-					xhr.overrideMimeType( options.mimeType );
-				}
-
-				// X-Requested-With header
-				// For cross-domain requests, seeing as conditions for a preflight are
-				// akin to a jigsaw puzzle, we simply never set it to be sure.
-				// (it can always be set on a per-request basis or even using ajaxSetup)
-				// For same-domain requests, won't change header if already provided.
-				if ( !options.crossDomain && !headers[ "X-Requested-With" ] ) {
-					headers[ "X-Requested-With" ] = "XMLHttpRequest";
-				}
-
-				// Set headers
-				for ( i in headers ) {
-					xhr.setRequestHeader( i, headers[ i ] );
-				}
-
-				// Callback
-				callback = function( type ) {
-					return function() {
-						if ( callback ) {
-							callback = errorCallback = xhr.onload =
-								xhr.onerror = xhr.onabort = xhr.ontimeout =
-									xhr.onreadystatechange = null;
-
-							if ( type === "abort" ) {
-								xhr.abort();
-							} else if ( type === "error" ) {
-
-								// Support: IE <=9 only
-								// On a manual native abort, IE9 throws
-								// errors on any property access that is not readyState
-								if ( typeof xhr.status !== "number" ) {
-									complete( 0, "error" );
-								} else {
-									complete(
-
-										// File: protocol always yields status 0; see #8605, #14207
-										xhr.status,
-										xhr.statusText
-									);
-								}
-							} else {
-								complete(
-									xhrSuccessStatus[ xhr.status ] || xhr.status,
-									xhr.statusText,
-
-									// Support: IE <=9 only
-									// IE9 has no XHR2 but throws on binary (trac-11426)
-									// For XHR2 non-text, let the caller handle it (gh-2498)
-									( xhr.responseType || "text" ) !== "text"  ||
-									typeof xhr.responseText !== "string" ?
-										{ binary: xhr.response } :
-										{ text: xhr.responseText },
-									xhr.getAllResponseHeaders()
-								);
-							}
-						}
-					};
-				};
-
-				// Listen to events
-				xhr.onload = callback();
-				errorCallback = xhr.onerror = xhr.ontimeout = callback( "error" );
-
-				// Support: IE 9 only
-				// Use onreadystatechange to replace onabort
-				// to handle uncaught aborts
-				if ( xhr.onabort !== undefined ) {
-					xhr.onabort = errorCallback;
-				} else {
-					xhr.onreadystatechange = function() {
-
-						// Check readyState before timeout as it changes
-						if ( xhr.readyState === 4 ) {
-
-							// Allow onerror to be called first,
-							// but that will not handle a native abort
-							// Also, save errorCallback to a variable
-							// as xhr.onerror cannot be accessed
-							window.setTimeout( function() {
-								if ( callback ) {
-									errorCallback();
-								}
-							} );
-						}
-					};
-				}
-
-				// Create the abort callback
-				callback = callback( "abort" );
-
-				try {
-
-					// Do send the request (this may raise an exception)
-					xhr.send( options.hasContent && options.data || null );
-				} catch ( e ) {
-
-					// #14683: Only rethrow if this hasn't been notified as an error yet
-					if ( callback ) {
-						throw e;
-					}
-				}
-			},
-
-			abort: function() {
-				if ( callback ) {
-					callback();
-				}
-			}
-		};
-	}
-} );
-
-
-
-
-// Prevent auto-execution of scripts when no explicit dataType was provided (See gh-2432)
-jQuery.ajaxPrefilter( function( s ) {
-	if ( s.crossDomain ) {
-		s.contents.script = false;
-	}
-} );
-
-// Install script dataType
-jQuery.ajaxSetup( {
-	accepts: {
-		script: "text/javascript, application/javascript, " +
-			"application/ecmascript, application/x-ecmascript"
-	},
-	contents: {
-		script: /\b(?:java|ecma)script\b/
-	},
-	converters: {
-		"text script": function( text ) {
-			jQuery.globalEval( text );
-			return text;
-		}
-	}
-} );
-
-// Handle cache's special case and crossDomain
-jQuery.ajaxPrefilter( "script", function( s ) {
-	if ( s.cache === undefined ) {
-		s.cache = false;
-	}
-	if ( s.crossDomain ) {
-		s.type = "GET";
-	}
-} );
-
-// Bind script tag hack transport
-jQuery.ajaxTransport( "script", function( s ) {
-
-	// This transport only deals with cross domain or forced-by-attrs requests
-	if ( s.crossDomain || s.scriptAttrs ) {
-		var script, callback;
-		return {
-			send: function( _, complete ) {
-				script = jQuery( "<script>" )
-					.attr( s.scriptAttrs || {} )
-					.prop( { charset: s.scriptCharset, src: s.url } )
-					.on( "load error", callback = function( evt ) {
-						script.remove();
-						callback = null;
-						if ( evt ) {
-							complete( evt.type === "error" ? 404 : 200, evt.type );
-						}
-					} );
-
-				// Use native DOM manipulation to avoid our domManip AJAX trickery
-				document.head.appendChild( script[ 0 ] );
-			},
-			abort: function() {
-				if ( callback ) {
-					callback();
-				}
-			}
-		};
-	}
-} );
-
-
-
-
-var oldCallbacks = [],
-	rjsonp = /(=)\?(?=&|$)|\?\?/;
-
-// Default jsonp settings
-jQuery.ajaxSetup( {
-	jsonp: "callback",
-	jsonpCallback: function() {
-		var callback = oldCallbacks.pop() || ( jQuery.expando + "_" + ( nonce.guid++ ) );
-		this[ callback ] = true;
-		return callback;
-	}
-} );
-
-// Detect, normalize options and install callbacks for jsonp requests
-jQuery.ajaxPrefilter( "json jsonp", function( s, originalSettings, jqXHR ) {
-
-	var callbackName, overwritten, responseContainer,
-		jsonProp = s.jsonp !== false && ( rjsonp.test( s.url ) ?
-			"url" :
-			typeof s.data === "string" &&
-				( s.contentType || "" )
-					.indexOf( "application/x-www-form-urlencoded" ) === 0 &&
-				rjsonp.test( s.data ) && "data"
-		);
-
-	// Handle iff the expected data type is "jsonp" or we have a parameter to set
-	if ( jsonProp || s.dataTypes[ 0 ] === "jsonp" ) {
-
-		// Get callback name, remembering preexisting value associated with it
-		callbackName = s.jsonpCallback = isFunction( s.jsonpCallback ) ?
-			s.jsonpCallback() :
-			s.jsonpCallback;
-
-		// Insert callback into url or form data
-		if ( jsonProp ) {
-			s[ jsonProp ] = s[ jsonProp ].replace( rjsonp, "$1" + callbackName );
-		} else if ( s.jsonp !== false ) {
-			s.url += ( rquery.test( s.url ) ? "&" : "?" ) + s.jsonp + "=" + callbackName;
-		}
-
-		// Use data converter to retrieve json after script execution
-		s.converters[ "script json" ] = function() {
-			if ( !responseContainer ) {
-				jQuery.error( callbackName + " was not called" );
-			}
-			return responseContainer[ 0 ];
-		};
-
-		// Force json dataType
-		s.dataTypes[ 0 ] = "json";
-
-		// Install callback
-		overwritten = window[ callbackName ];
-		window[ callbackName ] = function() {
-			responseContainer = arguments;
-		};
-
-		// Clean-up function (fires after converters)
-		jqXHR.always( function() {
-
-			// If previous value didn't exist - remove it
-			if ( overwritten === undefined ) {
-				jQuery( window ).removeProp( callbackName );
-
-			// Otherwise restore preexisting value
-			} else {
-				window[ callbackName ] = overwritten;
-			}
-
-			// Save back as free
-			if ( s[ callbackName ] ) {
-
-				// Make sure that re-using the options doesn't screw things around
-				s.jsonpCallback = originalSettings.jsonpCallback;
-
-				// Save the callback name for future use
-				oldCallbacks.push( callbackName );
-			}
-
-			// Call if it was a function and we have a response
-			if ( responseContainer && isFunction( overwritten ) ) {
-				overwritten( responseContainer[ 0 ] );
-			}
-
-			responseContainer = overwritten = undefined;
-		} );
-
-		// Delegate to script
-		return "script";
-	}
-} );
-
-
-
-
-// Support: Safari 8 only
-// In Safari 8 documents created via document.implementation.createHTMLDocument
-// collapse sibling forms: the second one becomes a child of the first one.
-// Because of that, this security measure has to be disabled in Safari 8.
-// https://bugs.webkit.org/show_bug.cgi?id=137337
-support.createHTMLDocument = ( function() {
-	var body = document.implementation.createHTMLDocument( "" ).body;
-	body.innerHTML = "<form></form><form></form>";
-	return body.childNodes.length === 2;
-} )();
-
-
-// Argument "data" should be string of html
-// context (optional): If specified, the fragment will be created in this context,
-// defaults to document
-// keepScripts (optional): If true, will include scripts passed in the html string
-jQuery.parseHTML = function( data, context, keepScripts ) {
-	if ( typeof data !== "string" ) {
-		return [];
-	}
-	if ( typeof context === "boolean" ) {
-		keepScripts = context;
-		context = false;
-	}
-
-	var base, parsed, scripts;
-
-	if ( !context ) {
-
-		// Stop scripts or inline event handlers from being executed immediately
-		// by using document.implementation
-		if ( support.createHTMLDocument ) {
-			context = document.implementation.createHTMLDocument( "" );
-
-			// Set the base href for the created document
-			// so any parsed elements with URLs
-			// are based on the document's URL (gh-2965)
-			base = context.createElement( "base" );
-			base.href = document.location.href;
-			context.head.appendChild( base );
-		} else {
-			context = document;
-		}
-	}
-
-	parsed = rsingleTag.exec( data );
-	scripts = !keepScripts && [];
-
-	// Single tag
-	if ( parsed ) {
-		return [ context.createElement( parsed[ 1 ] ) ];
-	}
-
-	parsed = buildFragment( [ data ], context, scripts );
-
-	if ( scripts && scripts.length ) {
-		jQuery( scripts ).remove();
-	}
-
-	return jQuery.merge( [], parsed.childNodes );
-};
-
-
-/**
- * Load a url into a page
- */
-jQuery.fn.load = function( url, params, callback ) {
-	var selector, type, response,
-		self = this,
-		off = url.indexOf( " " );
-
-	if ( off > -1 ) {
-		selector = stripAndCollapse( url.slice( off ) );
-		url = url.slice( 0, off );
-	}
-
-	// If it's a function
-	if ( isFunction( params ) ) {
-
-		// We assume that it's the callback
-		callback = params;
-		params = undefined;
-
-	// Otherwise, build a param string
-	} else if ( params && typeof params === "object" ) {
-		type = "POST";
-	}
-
-	// If we have elements to modify, make the request
-	if ( self.length > 0 ) {
-		jQuery.ajax( {
-			url: url,
-
-			// If "type" variable is undefined, then "GET" method will be used.
-			// Make value of this field explicit since
-			// user can override it through ajaxSetup method
-			type: type || "GET",
-			dataType: "html",
-			data: params
-		} ).done( function( responseText ) {
-
-			// Save response for use in complete callback
-			response = arguments;
-
-			self.html( selector ?
-
-				// If a selector was specified, locate the right elements in a dummy div
-				// Exclude scripts to avoid IE 'Permission Denied' errors
-				jQuery( "<div>" ).append( jQuery.parseHTML( responseText ) ).find( selector ) :
-
-				// Otherwise use the full result
-				responseText );
-
-		// If the request succeeds, this function gets "data", "status", "jqXHR"
-		// but they are ignored because response was set above.
-		// If it fails, this function gets "jqXHR", "status", "error"
-		} ).always( callback && function( jqXHR, status ) {
-			self.each( function() {
-				callback.apply( this, response || [ jqXHR.responseText, status, jqXHR ] );
-			} );
-		} );
-	}
-
-	return this;
-};
-
-
-
-
-jQuery.expr.pseudos.animated = function( elem ) {
-	return jQuery.grep( jQuery.timers, function( fn ) {
-		return elem === fn.elem;
-	} ).length;
-};
-
-
-
-
-jQuery.offset = {
-	setOffset: function( elem, options, i ) {
-		var curPosition, curLeft, curCSSTop, curTop, curOffset, curCSSLeft, calculatePosition,
-			position = jQuery.css( elem, "position" ),
-			curElem = jQuery( elem ),
-			props = {};
-
-		// Set position first, in-case top/left are set even on static elem
-		if ( position === "static" ) {
-			elem.style.position = "relative";
-		}
-
-		curOffset = curElem.offset();
-		curCSSTop = jQuery.css( elem, "top" );
-		curCSSLeft = jQuery.css( elem, "left" );
-		calculatePosition = ( position === "absolute" || position === "fixed" ) &&
-			( curCSSTop + curCSSLeft ).indexOf( "auto" ) > -1;
-
-		// Need to be able to calculate position if either
-		// top or left is auto and position is either absolute or fixed
-		if ( calculatePosition ) {
-			curPosition = curElem.position();
-			curTop = curPosition.top;
-			curLeft = curPosition.left;
-
-		} else {
-			curTop = parseFloat( curCSSTop ) || 0;
-			curLeft = parseFloat( curCSSLeft ) || 0;
-		}
-
-		if ( isFunction( options ) ) {
-
-			// Use jQuery.extend here to allow modification of coordinates argument (gh-1848)
-			options = options.call( elem, i, jQuery.extend( {}, curOffset ) );
-		}
-
-		if ( options.top != null ) {
-			props.top = ( options.top - curOffset.top ) + curTop;
-		}
-		if ( options.left != null ) {
-			props.left = ( options.left - curOffset.left ) + curLeft;
-		}
-
-		if ( "using" in options ) {
-			options.using.call( elem, props );
-
-		} else {
-			if ( typeof props.top === "number" ) {
-				props.top += "px";
-			}
-			if ( typeof props.left === "number" ) {
-				props.left += "px";
-			}
-			curElem.css( props );
-		}
-	}
-};
-
-jQuery.fn.extend( {
-
-	// offset() relates an element's border box to the document origin
-	offset: function( options ) {
-
-		// Preserve chaining for setter
-		if ( arguments.length ) {
-			return options === undefined ?
-				this :
-				this.each( function( i ) {
-					jQuery.offset.setOffset( this, options, i );
-				} );
-		}
-
-		var rect, win,
-			elem = this[ 0 ];
-
-		if ( !elem ) {
-			return;
-		}
-
-		// Return zeros for disconnected and hidden (display: none) elements (gh-2310)
-		// Support: IE <=11 only
-		// Running getBoundingClientRect on a
-		// disconnected node in IE throws an error
-		if ( !elem.getClientRects().length ) {
-			return { top: 0, left: 0 };
-		}
-
-		// Get document-relative position by adding viewport scroll to viewport-relative gBCR
-		rect = elem.getBoundingClientRect();
-		win = elem.ownerDocument.defaultView;
-		return {
-			top: rect.top + win.pageYOffset,
-			left: rect.left + win.pageXOffset
-		};
-	},
-
-	// position() relates an element's margin box to its offset parent's padding box
-	// This corresponds to the behavior of CSS absolute positioning
-	position: function() {
-		if ( !this[ 0 ] ) {
-			return;
-		}
-
-		var offsetParent, offset, doc,
-			elem = this[ 0 ],
-			parentOffset = { top: 0, left: 0 };
-
-		// position:fixed elements are offset from the viewport, which itself always has zero offset
-		if ( jQuery.css( elem, "position" ) === "fixed" ) {
-
-			// Assume position:fixed implies availability of getBoundingClientRect
-			offset = elem.getBoundingClientRect();
-
-		} else {
-			offset = this.offset();
-
-			// Account for the *real* offset parent, which can be the document or its root element
-			// when a statically positioned element is identified
-			doc = elem.ownerDocument;
-			offsetParent = elem.offsetParent || doc.documentElement;
-			while ( offsetParent &&
-				( offsetParent === doc.body || offsetParent === doc.documentElement ) &&
-				jQuery.css( offsetParent, "position" ) === "static" ) {
-
-				offsetParent = offsetParent.parentNode;
-			}
-			if ( offsetParent && offsetParent !== elem && offsetParent.nodeType === 1 ) {
-
-				// Incorporate borders into its offset, since they are outside its content origin
-				parentOffset = jQuery( offsetParent ).offset();
-				parentOffset.top += jQuery.css( offsetParent, "borderTopWidth", true );
-				parentOffset.left += jQuery.css( offsetParent, "borderLeftWidth", true );
-			}
-		}
-
-		// Subtract parent offsets and element margins
-		return {
-			top: offset.top - parentOffset.top - jQuery.css( elem, "marginTop", true ),
-			left: offset.left - parentOffset.left - jQuery.css( elem, "marginLeft", true )
-		};
-	},
-
-	// This method will return documentElement in the following cases:
-	// 1) For the element inside the iframe without offsetParent, this method will return
-	//    documentElement of the parent window
-	// 2) For the hidden or detached element
-	// 3) For body or html element, i.e. in case of the html node - it will return itself
-	//
-	// but those exceptions were never presented as a real life use-cases
-	// and might be considered as more preferable results.
-	//
-	// This logic, however, is not guaranteed and can change at any point in the future
-	offsetParent: function() {
-		return this.map( function() {
-			var offsetParent = this.offsetParent;
-
-			while ( offsetParent && jQuery.css( offsetParent, "position" ) === "static" ) {
-				offsetParent = offsetParent.offsetParent;
-			}
-
-			return offsetParent || documentElement;
-		} );
-	}
-} );
-
-// Create scrollLeft and scrollTop methods
-jQuery.each( { scrollLeft: "pageXOffset", scrollTop: "pageYOffset" }, function( method, prop ) {
-	var top = "pageYOffset" === prop;
-
-	jQuery.fn[ method ] = function( val ) {
-		return access( this, function( elem, method, val ) {
-
-			// Coalesce documents and windows
-			var win;
-			if ( isWindow( elem ) ) {
-				win = elem;
-			} else if ( elem.nodeType === 9 ) {
-				win = elem.defaultView;
-			}
-
-			if ( val === undefined ) {
-				return win ? win[ prop ] : elem[ method ];
-			}
-
-			if ( win ) {
-				win.scrollTo(
-					!top ? val : win.pageXOffset,
-					top ? val : win.pageYOffset
-				);
-
-			} else {
-				elem[ method ] = val;
-			}
-		}, method, val, arguments.length );
-	};
-} );
-
-// Support: Safari <=7 - 9.1, Chrome <=37 - 49
-// Add the top/left cssHooks using jQuery.fn.position
-// Webkit bug: https://bugs.webkit.org/show_bug.cgi?id=29084
-// Blink bug: https://bugs.chromium.org/p/chromium/issues/detail?id=589347
-// getComputedStyle returns percent when specified for top/left/bottom/right;
-// rather than make the css module depend on the offset module, just check for it here
-jQuery.each( [ "top", "left" ], function( _i, prop ) {
-	jQuery.cssHooks[ prop ] = addGetHookIf( support.pixelPosition,
-		function( elem, computed ) {
-			if ( computed ) {
-				computed = curCSS( elem, prop );
-
-				// If curCSS returns percentage, fallback to offset
-				return rnumnonpx.test( computed ) ?
-					jQuery( elem ).position()[ prop ] + "px" :
-					computed;
-			}
-		}
-	);
-} );
-
-
-// Create innerHeight, innerWidth, height, width, outerHeight and outerWidth methods
-jQuery.each( { Height: "height", Width: "width" }, function( name, type ) {
-	jQuery.each( { padding: "inner" + name, content: type, "": "outer" + name },
-		function( defaultExtra, funcName ) {
-
-		// Margin is only for outerHeight, outerWidth
-		jQuery.fn[ funcName ] = function( margin, value ) {
-			var chainable = arguments.length && ( defaultExtra || typeof margin !== "boolean" ),
-				extra = defaultExtra || ( margin === true || value === true ? "margin" : "border" );
-
-			return access( this, function( elem, type, value ) {
-				var doc;
-
-				if ( isWindow( elem ) ) {
-
-					// $( window ).outerWidth/Height return w/h including scrollbars (gh-1729)
-					return funcName.indexOf( "outer" ) === 0 ?
-						elem[ "inner" + name ] :
-						elem.document.documentElement[ "client" + name ];
-				}
-
-				// Get document width or height
-				if ( elem.nodeType === 9 ) {
-					doc = elem.documentElement;
-
-					// Either scroll[Width/Height] or offset[Width/Height] or client[Width/Height],
-					// whichever is greatest
-					return Math.max(
-						elem.body[ "scroll" + name ], doc[ "scroll" + name ],
-						elem.body[ "offset" + name ], doc[ "offset" + name ],
-						doc[ "client" + name ]
-					);
-				}
-
-				return value === undefined ?
-
-					// Get width or height on the element, requesting but not forcing parseFloat
-					jQuery.css( elem, type, extra ) :
-
-					// Set width or height on the element
-					jQuery.style( elem, type, value, extra );
-			}, type, chainable ? margin : undefined, chainable );
-		};
-	} );
-} );
-
-
-jQuery.each( [
-	"ajaxStart",
-	"ajaxStop",
-	"ajaxComplete",
-	"ajaxError",
-	"ajaxSuccess",
-	"ajaxSend"
-], function( _i, type ) {
-	jQuery.fn[ type ] = function( fn ) {
-		return this.on( type, fn );
-	};
-} );
-
-
-
-
-jQuery.fn.extend( {
-
-	bind: function( types, data, fn ) {
-		return this.on( types, null, data, fn );
-	},
-	unbind: function( types, fn ) {
-		return this.off( types, null, fn );
-	},
-
-	delegate: function( selector, types, data, fn ) {
-		return this.on( types, selector, data, fn );
-	},
-	undelegate: function( selector, types, fn ) {
-
-		// ( namespace ) or ( selector, types [, fn] )
-		return arguments.length === 1 ?
-			this.off( selector, "**" ) :
-			this.off( types, selector || "**", fn );
-	},
-
-	hover: function( fnOver, fnOut ) {
-		return this.mouseenter( fnOver ).mouseleave( fnOut || fnOver );
-	}
-} );
-
-jQuery.each( ( "blur focus focusin focusout resize scroll click dblclick " +
-	"mousedown mouseup mousemove mouseover mouseout mouseenter mouseleave " +
-	"change select submit keydown keypress keyup contextmenu" ).split( " " ),
-	function( _i, name ) {
-
-		// Handle event binding
-		jQuery.fn[ name ] = function( data, fn ) {
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diff --git a/_preview/205/_static/jquery.js b/_preview/205/_static/jquery.js
deleted file mode 100644
index b0614034..00000000
--- a/_preview/205/_static/jquery.js
+++ /dev/null
@@ -1,2 +0,0 @@
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-/**!
- * @fileOverview Kickass library to create and place poppers near their reference elements.
- * @version 1.16.1
- * @license
- * Copyright (c) 2016 Federico Zivolo and contributors
- *
- * Permission is hereby granted, free of charge, to any person obtaining a copy
- * of this software and associated documentation files (the "Software"), to deal
- * in the Software without restriction, including without limitation the rights
- * to use, copy, modify, merge, publish, distribute, sublicense, and/or sell
- * copies of the Software, and to permit persons to whom the Software is
- * furnished to do so, subject to the following conditions:
- *
- * The above copyright notice and this permission notice shall be included in all
- * copies or substantial portions of the Software.
- *
- * THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
- * IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
- * FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
- * AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
- * LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
- * OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE
- * SOFTWARE.
- */
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l=c.getTransitionDurationFromElement(this._element);e(this._element).one(c.TRANSITION_END,(function(){t.setTransitioning(!1),e(t._element).removeClass("collapsing").addClass("collapse").trigger("hidden.bs.collapse")})).emulateTransitionEnd(l)}}},n.setTransitioning=function(t){this._isTransitioning=t},n.dispose=function(){e.removeData(this._element,"bs.collapse"),this._config=null,this._parent=null,this._element=null,this._triggerArray=null,this._isTransitioning=null},n._getConfig=function(t){return(t=a(a({},C),t)).toggle=Boolean(t.toggle),c.typeCheckConfig(E,t,S),t},n._getDimension=function(){return e(this._element).hasClass("width")?"width":"height"},n._getParent=function(){var n,i=this;c.isElement(this._config.parent)?(n=this._config.parent,void 0!==this._config.parent.jquery&&(n=this._config.parent[0])):n=document.querySelector(this._config.parent);var o='[data-toggle="collapse"][data-parent="'+this._config.parent+'"]',r=[].slice.call(n.querySelectorAll(o));return 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n={relatedTarget:this._element},i=e.Event("hide.bs.dropdown",n),o=t._getParentFromElement(this._element);e(o).trigger(i),i.isDefaultPrevented()||(this._popper&&this._popper.destroy(),e(this._menu).toggleClass("show"),e(o).toggleClass("show").trigger(e.Event("hidden.bs.dropdown",n)))}},i.dispose=function(){e.removeData(this._element,"bs.dropdown"),e(this._element).off(".bs.dropdown"),this._element=null,this._menu=null,null!==this._popper&&(this._popper.destroy(),this._popper=null)},i.update=function(){this._inNavbar=this._detectNavbar(),null!==this._popper&&this._popper.scheduleUpdate()},i._addEventListeners=function(){var t=this;e(this._element).on("click.bs.dropdown",(function(e){e.preventDefault(),e.stopPropagation(),t.toggle()}))},i._getConfig=function(t){return t=a(a(a({},this.constructor.Default),e(this._element).data()),t),c.typeCheckConfig(N,t,this.constructor.DefaultType),t},i._getMenuElement=function(){if(!this._menu){var 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i=t._getParentFromElement(this),o=e(i).hasClass("show");if(o||27!==n.which){if(n.preventDefault(),n.stopPropagation(),!o||o&&(27===n.which||32===n.which))return 27===n.which&&e(i.querySelector('[data-toggle="dropdown"]')).trigger("focus"),void e(this).trigger("click");var r=[].slice.call(i.querySelectorAll(".dropdown-menu .dropdown-item:not(.disabled):not(:disabled)")).filter((function(t){return e(t).is(":visible")}));if(0!==r.length){var s=r.indexOf(n.target);38===n.which&&s>0&&s--,40===n.which&&s<r.length-1&&s++,s<0&&(s=0),r[s].focus()}}}},o(t,null,[{key:"VERSION",get:function(){return"4.5.0"}},{key:"Default",get:function(){return A}},{key:"DefaultType",get:function(){return I}}]),t}();e(document).on("keydown.bs.dropdown.data-api",'[data-toggle="dropdown"]',x._dataApiKeydownHandler).on("keydown.bs.dropdown.data-api",".dropdown-menu",x._dataApiKeydownHandler).on("click.bs.dropdown.data-api 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o=e(this._element).hasClass("fade");if(o&&(this._isTransitioning=!0),this._setEscapeEvent(),this._setResizeEvent(),e(document).off("focusin.bs.modal"),e(this._element).removeClass("show"),e(this._element).off("click.dismiss.bs.modal"),e(this._dialog).off("mousedown.dismiss.bs.modal"),o){var r=c.getTransitionDurationFromElement(this._element);e(this._element).one(c.TRANSITION_END,(function(t){return n._hideModal(t)})).emulateTransitionEnd(r)}else this._hideModal()}}},n.dispose=function(){[window,this._element,this._dialog].forEach((function(t){return e(t).off(".bs.modal")})),e(document).off("focusin.bs.modal"),e.removeData(this._element,"bs.modal"),this._config=null,this._element=null,this._dialog=null,this._backdrop=null,this._isShown=null,this._isBodyOverflowing=null,this._ignoreBackdropClick=null,this._isTransitioning=null,this._scrollbarWidth=null},n.handleUpdate=function(){this._adjustDialog()},n._getConfig=function(t){return 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n=this,i=e(this._element).hasClass("fade"),o=this._dialog?this._dialog.querySelector(".modal-body"):null;this._element.parentNode&&this._element.parentNode.nodeType===Node.ELEMENT_NODE||document.body.appendChild(this._element),this._element.style.display="block",this._element.removeAttribute("aria-hidden"),this._element.setAttribute("aria-modal",!0),e(this._dialog).hasClass("modal-dialog-scrollable")&&o?o.scrollTop=0:this._element.scrollTop=0,i&&c.reflow(this._element),e(this._element).addClass("show"),this._config.focus&&this._enforceFocus();var r=e.Event("shown.bs.modal",{relatedTarget:t}),s=function(){n._config.focus&&n._element.focus(),n._isTransitioning=!1,e(n._element).trigger(r)};if(i){var a=c.getTransitionDurationFromElement(this._dialog);e(this._dialog).one(c.TRANSITION_END,s).emulateTransitionEnd(a)}else s()},n._enforceFocus=function(){var t=this;e(document).off("focusin.bs.modal").on("focusin.bs.modal",(function(n){document!==n.target&&t._element!==n.target&&0===e(t._element).has(n.target).length&&t._element.focus()}))},n._setEscapeEvent=function(){var t=this;this._isShown?e(this._element).on("keydown.dismiss.bs.modal",(function(e){t._config.keyboard&&27===e.which?(e.preventDefault(),t.hide()):t._config.keyboard||27!==e.which||t._triggerBackdropTransition()})):this._isShown||e(this._element).off("keydown.dismiss.bs.modal")},n._setResizeEvent=function(){var t=this;this._isShown?e(window).on("resize.bs.modal",(function(e){return t.handleUpdate(e)})):e(window).off("resize.bs.modal")},n._hideModal=function(){var t=this;this._element.style.display="none",this._element.setAttribute("aria-hidden",!0),this._element.removeAttribute("aria-modal"),this._isTransitioning=!1,this._showBackdrop((function(){e(document.body).removeClass("modal-open"),t._resetAdjustments(),t._resetScrollbar(),e(t._element).trigger("hidden.bs.modal")}))},n._removeBackdrop=function(){this._backdrop&&(e(this._backdrop).remove(),this._backdrop=null)},n._showBackdrop=function(t){var n=this,i=e(this._element).hasClass("fade")?"fade":"";if(this._isShown&&this._config.backdrop){if(this._backdrop=document.createElement("div"),this._backdrop.className="modal-backdrop",i&&this._backdrop.classList.add(i),e(this._backdrop).appendTo(document.body),e(this._element).on("click.dismiss.bs.modal",(function(t){n._ignoreBackdropClick?n._ignoreBackdropClick=!1:t.target===t.currentTarget&&n._triggerBackdropTransition()})),i&&c.reflow(this._backdrop),e(this._backdrop).addClass("show"),!t)return;if(!i)return void t();var o=c.getTransitionDurationFromElement(this._backdrop);e(this._backdrop).one(c.TRANSITION_END,t).emulateTransitionEnd(o)}else if(!this._isShown&&this._backdrop){e(this._backdrop).removeClass("show");var r=function(){n._removeBackdrop(),t&&t()};if(e(this._element).hasClass("fade")){var s=c.getTransitionDurationFromElement(this._backdrop);e(this._backdrop).one(c.TRANSITION_END,r).emulateTransitionEnd(s)}else r()}else t&&t()},n._adjustDialog=function(){var t=this._element.scrollHeight>document.documentElement.clientHeight;!this._isBodyOverflowing&&t&&(this._element.style.paddingLeft=this._scrollbarWidth+"px"),this._isBodyOverflowing&&!t&&(this._element.style.paddingRight=this._scrollbarWidth+"px")},n._resetAdjustments=function(){this._element.style.paddingLeft="",this._element.style.paddingRight=""},n._checkScrollbar=function(){var t=document.body.getBoundingClientRect();this._isBodyOverflowing=Math.round(t.left+t.right)<window.innerWidth,this._scrollbarWidth=this._getScrollbarWidth()},n._setScrollbar=function(){var t=this;if(this._isBodyOverflowing){var n=[].slice.call(document.querySelectorAll(".fixed-top, .fixed-bottom, .is-fixed, .sticky-top")),i=[].slice.call(document.querySelectorAll(".sticky-top"));e(n).each((function(n,i){var o=i.style.paddingRight,r=e(i).css("padding-right");e(i).data("padding-right",o).css("padding-right",parseFloat(r)+t._scrollbarWidth+"px")})),e(i).each((function(n,i){var o=i.style.marginRight,r=e(i).css("margin-right");e(i).data("margin-right",o).css("margin-right",parseFloat(r)-t._scrollbarWidth+"px")}));var o=document.body.style.paddingRight,r=e(document.body).css("padding-right");e(document.body).data("padding-right",o).css("padding-right",parseFloat(r)+this._scrollbarWidth+"px")}e(document.body).addClass("modal-open")},n._resetScrollbar=function(){var 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diff --git a/_preview/205/_static/language_data.js b/_preview/205/_static/language_data.js
deleted file mode 100644
index ebe2f03b..00000000
--- a/_preview/205/_static/language_data.js
+++ /dev/null
@@ -1,297 +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 2007-2022 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, is 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;
-  }
-}
-
-
-
-
-var splitChars = (function() {
-    var result = {};
-    var singles = [96, 180, 187, 191, 215, 247, 749, 885, 903, 907, 909, 930, 1014, 1648,
-         1748, 1809, 2416, 2473, 2481, 2526, 2601, 2609, 2612, 2615, 2653, 2702,
-         2706, 2729, 2737, 2740, 2857, 2865, 2868, 2910, 2928, 2948, 2961, 2971,
-         2973, 3085, 3089, 3113, 3124, 3213, 3217, 3241, 3252, 3295, 3341, 3345,
-         3369, 3506, 3516, 3633, 3715, 3721, 3736, 3744, 3748, 3750, 3756, 3761,
-         3781, 3912, 4239, 4347, 4681, 4695, 4697, 4745, 4785, 4799, 4801, 4823,
-         4881, 5760, 5901, 5997, 6313, 7405, 8024, 8026, 8028, 8030, 8117, 8125,
-         8133, 8181, 8468, 8485, 8487, 8489, 8494, 8527, 11311, 11359, 11687, 11695,
-         11703, 11711, 11719, 11727, 11735, 12448, 12539, 43010, 43014, 43019, 43587,
-         43696, 43713, 64286, 64297, 64311, 64317, 64319, 64322, 64325, 65141];
-    var i, j, start, end;
-    for (i = 0; i < singles.length; i++) {
-        result[singles[i]] = true;
-    }
-    var ranges = [[0, 47], [58, 64], [91, 94], [123, 169], [171, 177], [182, 184], [706, 709],
-         [722, 735], [741, 747], [751, 879], [888, 889], [894, 901], [1154, 1161],
-         [1318, 1328], [1367, 1368], [1370, 1376], [1416, 1487], [1515, 1519], [1523, 1568],
-         [1611, 1631], [1642, 1645], [1750, 1764], [1767, 1773], [1789, 1790], [1792, 1807],
-         [1840, 1868], [1958, 1968], [1970, 1983], [2027, 2035], [2038, 2041], [2043, 2047],
-         [2070, 2073], [2075, 2083], [2085, 2087], [2089, 2307], [2362, 2364], [2366, 2383],
-         [2385, 2391], [2402, 2405], [2419, 2424], [2432, 2436], [2445, 2446], [2449, 2450],
-         [2483, 2485], [2490, 2492], [2494, 2509], [2511, 2523], [2530, 2533], [2546, 2547],
-         [2554, 2564], [2571, 2574], [2577, 2578], [2618, 2648], [2655, 2661], [2672, 2673],
-         [2677, 2692], [2746, 2748], [2750, 2767], [2769, 2783], [2786, 2789], [2800, 2820],
-         [2829, 2830], [2833, 2834], [2874, 2876], [2878, 2907], [2914, 2917], [2930, 2946],
-         [2955, 2957], [2966, 2968], [2976, 2978], [2981, 2983], [2987, 2989], [3002, 3023],
-         [3025, 3045], [3059, 3076], [3130, 3132], [3134, 3159], [3162, 3167], [3170, 3173],
-         [3184, 3191], [3199, 3204], [3258, 3260], [3262, 3293], [3298, 3301], [3312, 3332],
-         [3386, 3388], [3390, 3423], [3426, 3429], [3446, 3449], [3456, 3460], [3479, 3481],
-         [3518, 3519], [3527, 3584], [3636, 3647], [3655, 3663], [3674, 3712], [3717, 3718],
-         [3723, 3724], [3726, 3731], [3752, 3753], [3764, 3772], [3774, 3775], [3783, 3791],
-         [3802, 3803], [3806, 3839], [3841, 3871], [3892, 3903], [3949, 3975], [3980, 4095],
-         [4139, 4158], [4170, 4175], [4182, 4185], [4190, 4192], [4194, 4196], [4199, 4205],
-         [4209, 4212], [4226, 4237], [4250, 4255], [4294, 4303], [4349, 4351], [4686, 4687],
-         [4702, 4703], [4750, 4751], [4790, 4791], [4806, 4807], [4886, 4887], [4955, 4968],
-         [4989, 4991], [5008, 5023], [5109, 5120], [5741, 5742], [5787, 5791], [5867, 5869],
-         [5873, 5887], [5906, 5919], [5938, 5951], [5970, 5983], [6001, 6015], [6068, 6102],
-         [6104, 6107], [6109, 6111], [6122, 6127], [6138, 6159], [6170, 6175], [6264, 6271],
-         [6315, 6319], [6390, 6399], [6429, 6469], [6510, 6511], [6517, 6527], [6572, 6592],
-         [6600, 6607], [6619, 6655], [6679, 6687], [6741, 6783], [6794, 6799], [6810, 6822],
-         [6824, 6916], [6964, 6980], [6988, 6991], [7002, 7042], [7073, 7085], [7098, 7167],
-         [7204, 7231], [7242, 7244], [7294, 7400], [7410, 7423], [7616, 7679], [7958, 7959],
-         [7966, 7967], [8006, 8007], [8014, 8015], [8062, 8063], [8127, 8129], [8141, 8143],
-         [8148, 8149], [8156, 8159], [8173, 8177], [8189, 8303], [8306, 8307], [8314, 8318],
-         [8330, 8335], [8341, 8449], [8451, 8454], [8456, 8457], [8470, 8472], [8478, 8483],
-         [8506, 8507], [8512, 8516], [8522, 8525], [8586, 9311], [9372, 9449], [9472, 10101],
-         [10132, 11263], [11493, 11498], [11503, 11516], [11518, 11519], [11558, 11567],
-         [11622, 11630], [11632, 11647], [11671, 11679], [11743, 11822], [11824, 12292],
-         [12296, 12320], [12330, 12336], [12342, 12343], [12349, 12352], [12439, 12444],
-         [12544, 12548], [12590, 12592], [12687, 12689], [12694, 12703], [12728, 12783],
-         [12800, 12831], [12842, 12880], [12896, 12927], [12938, 12976], [12992, 13311],
-         [19894, 19967], [40908, 40959], [42125, 42191], [42238, 42239], [42509, 42511],
-         [42540, 42559], [42592, 42593], [42607, 42622], [42648, 42655], [42736, 42774],
-         [42784, 42785], [42889, 42890], [42893, 43002], [43043, 43055], [43062, 43071],
-         [43124, 43137], [43188, 43215], [43226, 43249], [43256, 43258], [43260, 43263],
-         [43302, 43311], [43335, 43359], [43389, 43395], [43443, 43470], [43482, 43519],
-         [43561, 43583], [43596, 43599], [43610, 43615], [43639, 43641], [43643, 43647],
-         [43698, 43700], [43703, 43704], [43710, 43711], [43715, 43738], [43742, 43967],
-         [44003, 44015], [44026, 44031], [55204, 55215], [55239, 55242], [55292, 55295],
-         [57344, 63743], [64046, 64047], [64110, 64111], [64218, 64255], [64263, 64274],
-         [64280, 64284], [64434, 64466], [64830, 64847], [64912, 64913], [64968, 65007],
-         [65020, 65135], [65277, 65295], [65306, 65312], [65339, 65344], [65371, 65381],
-         [65471, 65473], [65480, 65481], [65488, 65489], [65496, 65497]];
-    for (i = 0; i < ranges.length; i++) {
-        start = ranges[i][0];
-        end = ranges[i][1];
-        for (j = start; j <= end; j++) {
-            result[j] = true;
-        }
-    }
-    return result;
-})();
-
-function splitQuery(query) {
-    var result = [];
-    var start = -1;
-    for (var i = 0; i < query.length; i++) {
-        if (splitChars[query.charCodeAt(i)]) {
-            if (start !== -1) {
-                result.push(query.slice(start, i));
-                start = -1;
-            }
-        } else if (start === -1) {
-            start = i;
-        }
-    }
-    if (start !== -1) {
-        result.push(query.slice(start));
-    }
-    return result;
-}
-
-
diff --git a/_preview/205/_static/minus.png b/_preview/205/_static/minus.png
deleted file mode 100644
index d96755fdaf8bb2214971e0db9c1fd3077d7c419d..0000000000000000000000000000000000000000
GIT binary patch
literal 0
HcmV?d00001

literal 90
zcmeAS@N?(olHy`uVBq!ia0vp^+#t*WBp7;*Yy1LIik>cxAr*|t7R?Mi>2?kWtu=nj
kDsEF_5m^0CR;1wuP-*O&G^0G}KYk!hp00i_>zopr08q^qX#fBK

diff --git a/_preview/205/_static/mystnb.css b/_preview/205/_static/mystnb.css
deleted file mode 100644
index e0ca0e1b..00000000
--- a/_preview/205/_static/mystnb.css
+++ /dev/null
@@ -1,1722 +0,0 @@
-/* Whole cell */
-div.container.cell {
-  padding-left: 0;
-  margin-bottom: 1em;
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-}
-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 .-Color[class*=-C167] {
-  color: #D75F5F
-}
-div.highlight .-Color[class*=-BGC167] {
-  background-color: #D75F5F
-}
-div.highlight .-Color[class*=-C168] {
-  color: #D75F87
-}
-div.highlight .-Color[class*=-BGC168] {
-  background-color: #D75F87
-}
-div.highlight .-Color[class*=-C169] {
-  color: #D75FAF
-}
-div.highlight .-Color[class*=-BGC169] {
-  background-color: #D75FAF
-}
-div.highlight .-Color[class*=-C170] {
-  color: #D75FD7
-}
-div.highlight .-Color[class*=-BGC170] {
-  background-color: #D75FD7
-}
-div.highlight .-Color[class*=-C171] {
-  color: #D75FFF
-}
-div.highlight .-Color[class*=-BGC171] {
-  background-color: #D75FFF
-}
-div.highlight .-Color[class*=-C172] {
-  color: #D78700
-}
-div.highlight .-Color[class*=-BGC172] {
-  background-color: #D78700
-}
-div.highlight .-Color[class*=-C173] {
-  color: #D7875F
-}
-div.highlight .-Color[class*=-BGC173] {
-  background-color: #D7875F
-}
-div.highlight .-Color[class*=-C174] {
-  color: #D78787
-}
-div.highlight .-Color[class*=-BGC174] {
-  background-color: #D78787
-}
-div.highlight .-Color[class*=-C175] {
-  color: #D787AF
-}
-div.highlight .-Color[class*=-BGC175] {
-  background-color: #D787AF
-}
-div.highlight .-Color[class*=-C176] {
-  color: #D787D7
-}
-div.highlight .-Color[class*=-BGC176] {
-  background-color: #D787D7
-}
-div.highlight .-Color[class*=-C177] {
-  color: #D787FF
-}
-div.highlight .-Color[class*=-BGC177] {
-  background-color: #D787FF
-}
-div.highlight .-Color[class*=-C178] {
-  color: #D7AF00
-}
-div.highlight .-Color[class*=-BGC178] {
-  background-color: #D7AF00
-}
-div.highlight .-Color[class*=-C179] {
-  color: #D7AF5F
-}
-div.highlight .-Color[class*=-BGC179] {
-  background-color: #D7AF5F
-}
-div.highlight .-Color[class*=-C180] {
-  color: #D7AF87
-}
-div.highlight .-Color[class*=-BGC180] {
-  background-color: #D7AF87
-}
-div.highlight .-Color[class*=-C181] {
-  color: #D7AFAF
-}
-div.highlight .-Color[class*=-BGC181] {
-  background-color: #D7AFAF
-}
-div.highlight .-Color[class*=-C182] {
-  color: #D7AFD7
-}
-div.highlight .-Color[class*=-BGC182] {
-  background-color: #D7AFD7
-}
-div.highlight .-Color[class*=-C183] {
-  color: #D7AFFF
-}
-div.highlight .-Color[class*=-BGC183] {
-  background-color: #D7AFFF
-}
-div.highlight .-Color[class*=-C184] {
-  color: #D7D700
-}
-div.highlight .-Color[class*=-BGC184] {
-  background-color: #D7D700
-}
-div.highlight .-Color[class*=-C185] {
-  color: #D7D75F
-}
-div.highlight .-Color[class*=-BGC185] {
-  background-color: #D7D75F
-}
-div.highlight .-Color[class*=-C186] {
-  color: #D7D787
-}
-div.highlight .-Color[class*=-BGC186] {
-  background-color: #D7D787
-}
-div.highlight .-Color[class*=-C187] {
-  color: #D7D7AF
-}
-div.highlight .-Color[class*=-BGC187] {
-  background-color: #D7D7AF
-}
-div.highlight .-Color[class*=-C188] {
-  color: #D7D7D7
-}
-div.highlight .-Color[class*=-BGC188] {
-  background-color: #D7D7D7
-}
-div.highlight .-Color[class*=-C189] {
-  color: #D7D7FF
-}
-div.highlight .-Color[class*=-BGC189] {
-  background-color: #D7D7FF
-}
-div.highlight .-Color[class*=-C190] {
-  color: #D7FF00
-}
-div.highlight .-Color[class*=-BGC190] {
-  background-color: #D7FF00
-}
-div.highlight .-Color[class*=-C191] {
-  color: #D7FF5F
-}
-div.highlight .-Color[class*=-BGC191] {
-  background-color: #D7FF5F
-}
-div.highlight .-Color[class*=-C192] {
-  color: #D7FF87
-}
-div.highlight .-Color[class*=-BGC192] {
-  background-color: #D7FF87
-}
-div.highlight .-Color[class*=-C193] {
-  color: #D7FFAF
-}
-div.highlight .-Color[class*=-BGC193] {
-  background-color: #D7FFAF
-}
-div.highlight .-Color[class*=-C194] {
-  color: #D7FFD7
-}
-div.highlight .-Color[class*=-BGC194] {
-  background-color: #D7FFD7
-}
-div.highlight .-Color[class*=-C195] {
-  color: #D7FFFF
-}
-div.highlight .-Color[class*=-BGC195] {
-  background-color: #D7FFFF
-}
-div.highlight .-Color[class*=-C196] {
-  color: #FF0000
-}
-div.highlight .-Color[class*=-BGC196] {
-  background-color: #FF0000
-}
-div.highlight .-Color[class*=-C197] {
-  color: #FF005F
-}
-div.highlight .-Color[class*=-BGC197] {
-  background-color: #FF005F
-}
-div.highlight .-Color[class*=-C198] {
-  color: #FF0087
-}
-div.highlight .-Color[class*=-BGC198] {
-  background-color: #FF0087
-}
-div.highlight .-Color[class*=-C199] {
-  color: #FF00AF
-}
-div.highlight .-Color[class*=-BGC199] {
-  background-color: #FF00AF
-}
-div.highlight .-Color[class*=-C200] {
-  color: #FF00D7
-}
-div.highlight .-Color[class*=-BGC200] {
-  background-color: #FF00D7
-}
-div.highlight .-Color[class*=-C201] {
-  color: #FF00FF
-}
-div.highlight .-Color[class*=-BGC201] {
-  background-color: #FF00FF
-}
-div.highlight .-Color[class*=-C202] {
-  color: #FF5F00
-}
-div.highlight .-Color[class*=-BGC202] {
-  background-color: #FF5F00
-}
-div.highlight .-Color[class*=-C203] {
-  color: #FF5F5F
-}
-div.highlight .-Color[class*=-BGC203] {
-  background-color: #FF5F5F
-}
-div.highlight .-Color[class*=-C204] {
-  color: #FF5F87
-}
-div.highlight .-Color[class*=-BGC204] {
-  background-color: #FF5F87
-}
-div.highlight .-Color[class*=-C205] {
-  color: #FF5FAF
-}
-div.highlight .-Color[class*=-BGC205] {
-  background-color: #FF5FAF
-}
-div.highlight .-Color[class*=-C206] {
-  color: #FF5FD7
-}
-div.highlight .-Color[class*=-BGC206] {
-  background-color: #FF5FD7
-}
-div.highlight .-Color[class*=-C207] {
-  color: #FF5FFF
-}
-div.highlight .-Color[class*=-BGC207] {
-  background-color: #FF5FFF
-}
-div.highlight .-Color[class*=-C208] {
-  color: #FF8700
-}
-div.highlight .-Color[class*=-BGC208] {
-  background-color: #FF8700
-}
-div.highlight .-Color[class*=-C209] {
-  color: #FF875F
-}
-div.highlight .-Color[class*=-BGC209] {
-  background-color: #FF875F
-}
-div.highlight .-Color[class*=-C210] {
-  color: #FF8787
-}
-div.highlight .-Color[class*=-BGC210] {
-  background-color: #FF8787
-}
-div.highlight .-Color[class*=-C211] {
-  color: #FF87AF
-}
-div.highlight .-Color[class*=-BGC211] {
-  background-color: #FF87AF
-}
-div.highlight .-Color[class*=-C212] {
-  color: #FF87D7
-}
-div.highlight .-Color[class*=-BGC212] {
-  background-color: #FF87D7
-}
-div.highlight .-Color[class*=-C213] {
-  color: #FF87FF
-}
-div.highlight .-Color[class*=-BGC213] {
-  background-color: #FF87FF
-}
-div.highlight .-Color[class*=-C214] {
-  color: #FFAF00
-}
-div.highlight .-Color[class*=-BGC214] {
-  background-color: #FFAF00
-}
-div.highlight .-Color[class*=-C215] {
-  color: #FFAF5F
-}
-div.highlight .-Color[class*=-BGC215] {
-  background-color: #FFAF5F
-}
-div.highlight .-Color[class*=-C216] {
-  color: #FFAF87
-}
-div.highlight .-Color[class*=-BGC216] {
-  background-color: #FFAF87
-}
-div.highlight .-Color[class*=-C217] {
-  color: #FFAFAF
-}
-div.highlight .-Color[class*=-BGC217] {
-  background-color: #FFAFAF
-}
-div.highlight .-Color[class*=-C218] {
-  color: #FFAFD7
-}
-div.highlight .-Color[class*=-BGC218] {
-  background-color: #FFAFD7
-}
-div.highlight .-Color[class*=-C219] {
-  color: #FFAFFF
-}
-div.highlight .-Color[class*=-BGC219] {
-  background-color: #FFAFFF
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deleted file mode 100644
index fc14abc8..00000000
--- a/_preview/205/_static/panels-main.c949a650a448cc0ae9fd3441c0e17fb0.css
+++ /dev/null
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diff --git a/_preview/205/_static/panels-variables.06eb56fa6e07937060861dad626602ad.css b/_preview/205/_static/panels-variables.06eb56fa6e07937060861dad626602ad.css
deleted file mode 100644
index adc61662..00000000
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+++ /dev/null
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diff --git a/_preview/205/_static/searchtools.js b/_preview/205/_static/searchtools.js
deleted file mode 100644
index 0a44e858..00000000
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-/*
- * searchtools.js
- * ~~~~~~~~~~~~~~~~
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- * Sphinx JavaScript utilities for the full-text search.
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- * :copyright: Copyright 2007-2022 by the Sphinx team, see AUTHORS.
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-    // and returns the new score.
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-    // query matches the full name of an object
-    objNameMatch: 11,
-    // or matches in the last dotted part of the object name
-    objPartialMatch: 6,
-    // Additive scores depending on the priority of the object
-    objPrio: {0:  15,   // used to be importantResults
-              1:  5,   // used to be objectResults
-              2: -5},  // used to be unimportantResults
-    //  Used when the priority is not in the mapping.
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-
-    // query found in title
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-    partialTitle: 7,
-    // query found in terms
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-    partialTerm: 2
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-      docContent = htmlElement.find('[role=main]')[0];
-      if(docContent === undefined) {
-          console.warn("Content block not found. Sphinx search tries to obtain it " +
-                       "via '[role=main]'. Could you check your theme or template.");
-          return "";
-      }
-      return docContent.textContent || docContent.innerText;
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-      Search.query(q);
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-    }
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-   */
-  performSearch : function(query) {
-    // create the required interface elements
-    this.out = $('#search-results');
-    this.title = $('<h2>' + _('Searching') + '</h2>').appendTo(this.out);
-    this.dots = $('<span></span>').appendTo(this.title);
-    this.status = $('<p class="search-summary">&nbsp;</p>').appendTo(this.out);
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-    // index already loaded, the browser was quick!
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-    for (i = 0; i < tmp.length; i++) {
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-      else {
-        toAppend = searchterms;
-        hlterms.push(tmp[i].toLowerCase());
-      }
-      // only add if not already in the list
-      if (!$u.contains(toAppend, word))
-        toAppend.push(word);
-    }
-    var highlightstring = '?highlight=' + $.urlencode(hlterms.join(" "));
-
-    // console.debug('SEARCH: searching for:');
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-    // console.info('excluded: ', excluded);
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-    // prepare search
-    var terms = this._index.terms;
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-    // lookup as object
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-      var others = [].concat(objectterms.slice(0, i),
-                             objectterms.slice(i+1, objectterms.length));
-      results = results.concat(this.performObjectSearch(objectterms[i], others));
-    }
-
-    // lookup as search terms in fulltext
-    results = results.concat(this.performTermsSearch(searchterms, excluded, terms, titleterms));
-
-    // let the scorer override scores with a custom scoring function
-    if (Scorer.score) {
-      for (i = 0; i < results.length; i++)
-        results[i][4] = Scorer.score(results[i]);
-    }
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-    // now sort the results by score (in opposite order of appearance, since the
-    // display function below uses pop() to retrieve items) and then
-    // alphabetically
-    results.sort(function(a, b) {
-      var left = a[4];
-      var right = b[4];
-      if (left > right) {
-        return 1;
-      } else if (left < right) {
-        return -1;
-      } else {
-        // same score: sort alphabetically
-        left = a[1].toLowerCase();
-        right = b[1].toLowerCase();
-        return (left > right) ? -1 : ((left < right) ? 1 : 0);
-      }
-    });
-
-    // for debugging
-    //Search.lastresults = results.slice();  // a copy
-    //console.info('search results:', Search.lastresults);
-
-    // print the results
-    var resultCount = results.length;
-    function displayNextItem() {
-      // results left, load the summary and display it
-      if (results.length) {
-        var item = results.pop();
-        var listItem = $('<li></li>');
-        var requestUrl = "";
-        var linkUrl = "";
-        if (DOCUMENTATION_OPTIONS.BUILDER === 'dirhtml') {
-          // dirhtml builder
-          var dirname = item[0] + '/';
-          if (dirname.match(/\/index\/$/)) {
-            dirname = dirname.substring(0, dirname.length-6);
-          } else if (dirname == 'index/') {
-            dirname = '';
-          }
-          requestUrl = DOCUMENTATION_OPTIONS.URL_ROOT + dirname;
-          linkUrl = requestUrl;
-
-        } else {
-          // normal html builders
-          requestUrl = DOCUMENTATION_OPTIONS.URL_ROOT + item[0] + DOCUMENTATION_OPTIONS.FILE_SUFFIX;
-          linkUrl = item[0] + DOCUMENTATION_OPTIONS.LINK_SUFFIX;
-        }
-        listItem.append($('<a/>').attr('href',
-            linkUrl +
-            highlightstring + item[2]).html(item[1]));
-        if (item[3]) {
-          listItem.append($('<span> (' + item[3] + ')</span>'));
-          Search.output.append(listItem);
-          setTimeout(function() {
-            displayNextItem();
-          }, 5);
-        } else if (DOCUMENTATION_OPTIONS.SHOW_SEARCH_SUMMARY) {
-          $.ajax({url: requestUrl,
-                  dataType: "text",
-                  complete: function(jqxhr, textstatus) {
-                    var data = jqxhr.responseText;
-                    if (data !== '' && data !== undefined) {
-                      var summary = Search.makeSearchSummary(data, searchterms, hlterms);
-                      if (summary) {
-                        listItem.append(summary);
-                      }
-                    }
-                    Search.output.append(listItem);
-                    setTimeout(function() {
-                      displayNextItem();
-                    }, 5);
-                  }});
-        } else {
-          // just display title
-          Search.output.append(listItem);
-          setTimeout(function() {
-            displayNextItem();
-          }, 5);
-        }
-      }
-      // search finished, update title and status message
-      else {
-        Search.stopPulse();
-        Search.title.text(_('Search Results'));
-        if (!resultCount)
-          Search.status.text(_('Your search did not match any documents. Please make sure that all words are spelled correctly and that you\'ve selected enough categories.'));
-        else
-            Search.status.text(_('Search finished, found %s page(s) matching the search query.').replace('%s', resultCount));
-        Search.status.fadeIn(500);
-      }
-    }
-    displayNextItem();
-  },
-
-  /**
-   * search for object names
-   */
-  performObjectSearch : function(object, otherterms) {
-    var filenames = this._index.filenames;
-    var docnames = this._index.docnames;
-    var objects = this._index.objects;
-    var objnames = this._index.objnames;
-    var titles = this._index.titles;
-
-    var i;
-    var results = [];
-
-    for (var prefix in objects) {
-      for (var iMatch = 0; iMatch != objects[prefix].length; ++iMatch) {
-        var match = objects[prefix][iMatch];
-        var name = match[4];
-        var fullname = (prefix ? prefix + '.' : '') + name;
-        var fullnameLower = fullname.toLowerCase()
-        if (fullnameLower.indexOf(object) > -1) {
-          var score = 0;
-          var parts = fullnameLower.split('.');
-          // check for different match types: exact matches of full name or
-          // "last name" (i.e. last dotted part)
-          if (fullnameLower == object || parts[parts.length - 1] == object) {
-            score += Scorer.objNameMatch;
-          // matches in last name
-          } else if (parts[parts.length - 1].indexOf(object) > -1) {
-            score += Scorer.objPartialMatch;
-          }
-          var objname = objnames[match[1]][2];
-          var title = titles[match[0]];
-          // If more than one term searched for, we require other words to be
-          // found in the name/title/description
-          if (otherterms.length > 0) {
-            var haystack = (prefix + ' ' + name + ' ' +
-                            objname + ' ' + title).toLowerCase();
-            var allfound = true;
-            for (i = 0; i < otherterms.length; i++) {
-              if (haystack.indexOf(otherterms[i]) == -1) {
-                allfound = false;
-                break;
-              }
-            }
-            if (!allfound) {
-              continue;
-            }
-          }
-          var descr = objname + _(', in ') + title;
-
-          var anchor = match[3];
-          if (anchor === '')
-            anchor = fullname;
-          else if (anchor == '-')
-            anchor = objnames[match[1]][1] + '-' + fullname;
-          // add custom score for some objects according to scorer
-          if (Scorer.objPrio.hasOwnProperty(match[2])) {
-            score += Scorer.objPrio[match[2]];
-          } else {
-            score += Scorer.objPrioDefault;
-          }
-          results.push([docnames[match[0]], fullname, '#'+anchor, descr, score, filenames[match[0]]]);
-        }
-      }
-    }
-
-    return results;
-  },
-
-  /**
-   * See https://developer.mozilla.org/en-US/docs/Web/JavaScript/Guide/Regular_Expressions
-   */
-  escapeRegExp : function(string) {
-    return string.replace(/[.*+\-?^${}()|[\]\\]/g, '\\$&'); // $& means the whole matched string
-  },
-
-  /**
-   * search for full-text terms in the index
-   */
-  performTermsSearch : function(searchterms, excluded, terms, titleterms) {
-    var docnames = this._index.docnames;
-    var filenames = this._index.filenames;
-    var titles = this._index.titles;
-
-    var i, j, file;
-    var fileMap = {};
-    var scoreMap = {};
-    var results = [];
-
-    // perform the search on the required terms
-    for (i = 0; i < searchterms.length; i++) {
-      var word = searchterms[i];
-      var files = [];
-      var _o = [
-        {files: terms[word], score: Scorer.term},
-        {files: titleterms[word], score: Scorer.title}
-      ];
-      // add support for partial matches
-      if (word.length > 2) {
-        var word_regex = this.escapeRegExp(word);
-        for (var w in terms) {
-          if (w.match(word_regex) && !terms[word]) {
-            _o.push({files: terms[w], score: Scorer.partialTerm})
-          }
-        }
-        for (var w in titleterms) {
-          if (w.match(word_regex) && !titleterms[word]) {
-              _o.push({files: titleterms[w], score: Scorer.partialTitle})
-          }
-        }
-      }
-
-      // no match but word was a required one
-      if ($u.every(_o, function(o){return o.files === undefined;})) {
-        break;
-      }
-      // found search word in contents
-      $u.each(_o, function(o) {
-        var _files = o.files;
-        if (_files === undefined)
-          return
-
-        if (_files.length === undefined)
-          _files = [_files];
-        files = files.concat(_files);
-
-        // set score for the word in each file to Scorer.term
-        for (j = 0; j < _files.length; j++) {
-          file = _files[j];
-          if (!(file in scoreMap))
-            scoreMap[file] = {};
-          scoreMap[file][word] = o.score;
-        }
-      });
-
-      // create the mapping
-      for (j = 0; j < files.length; j++) {
-        file = files[j];
-        if (file in fileMap && fileMap[file].indexOf(word) === -1)
-          fileMap[file].push(word);
-        else
-          fileMap[file] = [word];
-      }
-    }
-
-    // now check if the files don't contain excluded terms
-    for (file in fileMap) {
-      var valid = true;
-
-      // check if all requirements are matched
-      var filteredTermCount = // as search terms with length < 3 are discarded: ignore
-        searchterms.filter(function(term){return term.length > 2}).length
-      if (
-        fileMap[file].length != searchterms.length &&
-        fileMap[file].length != filteredTermCount
-      ) continue;
-
-      // ensure that none of the excluded terms is in the search result
-      for (i = 0; i < excluded.length; i++) {
-        if (terms[excluded[i]] == file ||
-            titleterms[excluded[i]] == file ||
-            $u.contains(terms[excluded[i]] || [], file) ||
-            $u.contains(titleterms[excluded[i]] || [], file)) {
-          valid = false;
-          break;
-        }
-      }
-
-      // if we have still a valid result we can add it to the result list
-      if (valid) {
-        // select one (max) score for the file.
-        // for better ranking, we should calculate ranking by using words statistics like basic tf-idf...
-        var score = $u.max($u.map(fileMap[file], function(w){return scoreMap[file][w]}));
-        results.push([docnames[file], titles[file], '', null, score, filenames[file]]);
-      }
-    }
-    return results;
-  },
-
-  /**
-   * helper function to return a node containing the
-   * search summary for a given text. keywords is a list
-   * of stemmed words, hlwords is the list of normal, unstemmed
-   * words. the first one is used to find the occurrence, the
-   * latter for highlighting it.
-   */
-  makeSearchSummary : function(htmlText, keywords, hlwords) {
-    var text = Search.htmlToText(htmlText);
-    if (text == "") {
-      return null;
-    }
-    var textLower = text.toLowerCase();
-    var start = 0;
-    $.each(keywords, function() {
-      var i = textLower.indexOf(this.toLowerCase());
-      if (i > -1)
-        start = i;
-    });
-    start = Math.max(start - 120, 0);
-    var excerpt = ((start > 0) ? '...' : '') +
-      $.trim(text.substr(start, 240)) +
-      ((start + 240 - text.length) ? '...' : '');
-    var rv = $('<p class="context"></p>').text(excerpt);
-    $.each(hlwords, function() {
-      rv = rv.highlightText(this, 'highlighted');
-    });
-    return rv;
-  }
-};
-
-$(document).ready(function() {
-  Search.init();
-});
diff --git a/_preview/205/_static/sphinx-book-theme.css b/_preview/205/_static/sphinx-book-theme.css
deleted file mode 100644
index 13c61498..00000000
--- a/_preview/205/_static/sphinx-book-theme.css
+++ /dev/null
@@ -1,5 +0,0 @@
-/*! sphinx-book-theme CSS
- * BSD 3-Clause License
- * Copyright (c) 2020, EBP
- * All rights reserved.
- */:root{--pst-font-size-base: none;--pst-color-primary: 87, 154, 202;--pst-color-admonition-note: var(--pst-color-primary);--pst-color-admonition-default: var(--pst-color-primary);--pst-color-info: 255, 193, 7;--pst-color-admonition-tip: var(--pst-color-info);--pst-color-admonition-hint: var(--pst-color-info);--pst-color-admonition-important: var(--pst-color-info);--pst-color-warning: 245, 162, 82;--pst-color-danger: 230, 101, 129;--pst-color-admonition-warning: var(--pst-color-danger);--pst-color-link: 0, 113, 188}body{padding-top:0px !important}body img{max-width:100%}code{font-size:87.5% !important}pre{border-radius:.4em}pre,div[class*="highlight-"]{clear:none}dt:target,span.highlighted{background-color:#fbe54e}.onlyprint{display:none}main.bd-content{padding-top:3em !important;padding-bottom:0px !important}main.bd-content #main-content,main.bd-content #print-main-content{padding-top:1.5em}main.bd-content #main-content a.headerlink,main.bd-content #print-main-content 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dl.class,main.bd-content #print-main-content dl.exception,main.bd-content #print-main-content dl.function,main.bd-content #print-main-content dl.decorator,main.bd-content #print-main-content dl.data,main.bd-content #print-main-content dl.method,main.bd-content #print-main-content dl.attribute{margin-bottom:24px}main.bd-content #main-content dl.module dt,main.bd-content #main-content dl.class dt,main.bd-content #main-content dl.exception dt,main.bd-content #main-content dl.function dt,main.bd-content #main-content dl.decorator dt,main.bd-content #main-content dl.data dt,main.bd-content #main-content dl.method dt,main.bd-content #main-content dl.attribute dt,main.bd-content #print-main-content dl.module dt,main.bd-content #print-main-content dl.class dt,main.bd-content #print-main-content dl.exception dt,main.bd-content #print-main-content dl.function dt,main.bd-content #print-main-content dl.decorator dt,main.bd-content #print-main-content dl.data dt,main.bd-content #print-main-content dl.method dt,main.bd-content #print-main-content dl.attribute dt{font-weight:bold}main.bd-content #main-content dl.module dt .headerlink,main.bd-content #main-content dl.class dt .headerlink,main.bd-content #main-content dl.exception dt .headerlink,main.bd-content #main-content dl.function dt .headerlink,main.bd-content #main-content dl.decorator dt .headerlink,main.bd-content #main-content dl.data dt .headerlink,main.bd-content #main-content dl.method dt .headerlink,main.bd-content #main-content dl.attribute dt .headerlink,main.bd-content #print-main-content dl.module dt .headerlink,main.bd-content #print-main-content dl.class dt .headerlink,main.bd-content #print-main-content dl.exception dt .headerlink,main.bd-content #print-main-content dl.function dt .headerlink,main.bd-content #print-main-content dl.decorator dt .headerlink,main.bd-content #print-main-content dl.data dt .headerlink,main.bd-content #print-main-content dl.method dt .headerlink,main.bd-content #print-main-content dl.attribute dt .headerlink{display:inline-block;font:normal normal normal 14px/1 FontAwesome;font-size:inherit;text-rendering:auto;-webkit-font-smoothing:antialiased;-moz-osx-font-smoothing:grayscale;font-family:inherit;visibility:hidden;font-size:14px}main.bd-content #main-content dl.module dt .headerlink:before,main.bd-content #main-content dl.class dt .headerlink:before,main.bd-content #main-content dl.exception dt .headerlink:before,main.bd-content #main-content dl.function dt .headerlink:before,main.bd-content #main-content dl.decorator dt .headerlink:before,main.bd-content #main-content dl.data dt .headerlink:before,main.bd-content #main-content dl.method dt .headerlink:before,main.bd-content #main-content dl.attribute dt .headerlink:before,main.bd-content #print-main-content dl.module dt .headerlink:before,main.bd-content #print-main-content dl.class dt .headerlink:before,main.bd-content #print-main-content dl.exception dt .headerlink:before,main.bd-content #print-main-content dl.function dt .headerlink:before,main.bd-content #print-main-content dl.decorator dt .headerlink:before,main.bd-content #print-main-content dl.data dt .headerlink:before,main.bd-content #print-main-content dl.method dt .headerlink:before,main.bd-content #print-main-content dl.attribute dt .headerlink:before{-webkit-font-smoothing:antialiased;font-family:"FontAwesome";display:inline-block;font-style:normal;font-weight:normal;line-height:1;text-decoration:inherit}main.bd-content #main-content dl.module dt .headerlink:after,main.bd-content #main-content dl.class dt .headerlink:after,main.bd-content #main-content dl.exception dt .headerlink:after,main.bd-content #main-content dl.function dt .headerlink:after,main.bd-content #main-content dl.decorator dt .headerlink:after,main.bd-content #main-content dl.data dt .headerlink:after,main.bd-content #main-content dl.method dt .headerlink:after,main.bd-content #main-content dl.attribute dt .headerlink:after,main.bd-content #print-main-content dl.module dt .headerlink:after,main.bd-content #print-main-content dl.class dt .headerlink:after,main.bd-content #print-main-content dl.exception dt .headerlink:after,main.bd-content #print-main-content dl.function dt .headerlink:after,main.bd-content #print-main-content dl.decorator dt .headerlink:after,main.bd-content #print-main-content dl.data dt .headerlink:after,main.bd-content #print-main-content dl.method dt .headerlink:after,main.bd-content #print-main-content dl.attribute dt .headerlink:after{content:"";font-family:FontAwesome}main.bd-content #main-content dl.module dt .fa-pull-left.headerlink,main.bd-content #main-content dl.class dt .fa-pull-left.headerlink,main.bd-content #main-content dl.exception dt .fa-pull-left.headerlink,main.bd-content #main-content dl.function dt .fa-pull-left.headerlink,main.bd-content #main-content dl.decorator dt .fa-pull-left.headerlink,main.bd-content #main-content dl.data dt .fa-pull-left.headerlink,main.bd-content #main-content dl.method dt .fa-pull-left.headerlink,main.bd-content #main-content dl.attribute dt .fa-pull-left.headerlink,main.bd-content #print-main-content dl.module dt .fa-pull-left.headerlink,main.bd-content #print-main-content dl.class dt .fa-pull-left.headerlink,main.bd-content #print-main-content dl.exception dt .fa-pull-left.headerlink,main.bd-content #print-main-content dl.function dt .fa-pull-left.headerlink,main.bd-content #print-main-content dl.decorator dt .fa-pull-left.headerlink,main.bd-content #print-main-content dl.data dt .fa-pull-left.headerlink,main.bd-content #print-main-content dl.method dt .fa-pull-left.headerlink,main.bd-content #print-main-content dl.attribute dt .fa-pull-left.headerlink{margin-right:.3em}main.bd-content #main-content dl.module dt .fa-pull-right.headerlink,main.bd-content #main-content dl.class dt .fa-pull-right.headerlink,main.bd-content #main-content dl.exception dt .fa-pull-right.headerlink,main.bd-content #main-content dl.function dt .fa-pull-right.headerlink,main.bd-content #main-content dl.decorator dt .fa-pull-right.headerlink,main.bd-content #main-content dl.data dt .fa-pull-right.headerlink,main.bd-content #main-content dl.method dt .fa-pull-right.headerlink,main.bd-content #main-content dl.attribute dt .fa-pull-right.headerlink,main.bd-content #print-main-content dl.module dt .fa-pull-right.headerlink,main.bd-content #print-main-content dl.class dt .fa-pull-right.headerlink,main.bd-content #print-main-content dl.exception dt .fa-pull-right.headerlink,main.bd-content #print-main-content dl.function dt .fa-pull-right.headerlink,main.bd-content #print-main-content dl.decorator dt .fa-pull-right.headerlink,main.bd-content #print-main-content dl.data dt .fa-pull-right.headerlink,main.bd-content #print-main-content dl.method dt .fa-pull-right.headerlink,main.bd-content #print-main-content dl.attribute dt .fa-pull-right.headerlink{margin-left:.3em}main.bd-content #main-content dl.module dt .pull-left.headerlink,main.bd-content #main-content dl.class dt .pull-left.headerlink,main.bd-content #main-content dl.exception dt .pull-left.headerlink,main.bd-content #main-content dl.function dt .pull-left.headerlink,main.bd-content #main-content dl.decorator dt .pull-left.headerlink,main.bd-content #main-content dl.data dt .pull-left.headerlink,main.bd-content #main-content dl.method dt .pull-left.headerlink,main.bd-content #main-content dl.attribute dt .pull-left.headerlink,main.bd-content #print-main-content dl.module dt .pull-left.headerlink,main.bd-content #print-main-content dl.class dt .pull-left.headerlink,main.bd-content #print-main-content dl.exception dt .pull-left.headerlink,main.bd-content #print-main-content dl.function dt .pull-left.headerlink,main.bd-content #print-main-content dl.decorator dt .pull-left.headerlink,main.bd-content #print-main-content dl.data dt .pull-left.headerlink,main.bd-content #print-main-content dl.method dt .pull-left.headerlink,main.bd-content #print-main-content dl.attribute dt .pull-left.headerlink{margin-right:.3em}main.bd-content #main-content dl.module dt .pull-right.headerlink,main.bd-content #main-content dl.class dt .pull-right.headerlink,main.bd-content #main-content dl.exception dt .pull-right.headerlink,main.bd-content #main-content dl.function dt .pull-right.headerlink,main.bd-content #main-content dl.decorator dt .pull-right.headerlink,main.bd-content #main-content dl.data dt .pull-right.headerlink,main.bd-content #main-content dl.method dt .pull-right.headerlink,main.bd-content #main-content dl.attribute dt .pull-right.headerlink,main.bd-content #print-main-content dl.module dt .pull-right.headerlink,main.bd-content #print-main-content dl.class dt .pull-right.headerlink,main.bd-content #print-main-content dl.exception dt .pull-right.headerlink,main.bd-content #print-main-content dl.function dt .pull-right.headerlink,main.bd-content #print-main-content dl.decorator dt .pull-right.headerlink,main.bd-content #print-main-content dl.data dt .pull-right.headerlink,main.bd-content #print-main-content dl.method dt .pull-right.headerlink,main.bd-content #print-main-content dl.attribute dt .pull-right.headerlink{margin-left:.3em}main.bd-content #main-content dl.module dt a .headerlink,main.bd-content #main-content dl.class dt a .headerlink,main.bd-content #main-content dl.exception dt a .headerlink,main.bd-content #main-content dl.function dt a .headerlink,main.bd-content #main-content dl.decorator dt a .headerlink,main.bd-content #main-content dl.data dt a .headerlink,main.bd-content #main-content dl.method dt a .headerlink,main.bd-content #main-content dl.attribute dt a .headerlink,main.bd-content #print-main-content dl.module dt a .headerlink,main.bd-content #print-main-content dl.class dt a .headerlink,main.bd-content #print-main-content dl.exception dt a .headerlink,main.bd-content #print-main-content dl.function dt a .headerlink,main.bd-content #print-main-content dl.decorator dt a .headerlink,main.bd-content #print-main-content dl.data dt a .headerlink,main.bd-content #print-main-content dl.method dt a .headerlink,main.bd-content #print-main-content dl.attribute dt a .headerlink{display:inline-block;text-decoration:inherit}main.bd-content #main-content dl.module dt .btn .headerlink,main.bd-content #main-content dl.class dt .btn .headerlink,main.bd-content #main-content dl.exception dt .btn .headerlink,main.bd-content #main-content dl.function dt .btn .headerlink,main.bd-content #main-content dl.decorator dt .btn .headerlink,main.bd-content #main-content dl.data dt .btn .headerlink,main.bd-content #main-content dl.method dt .btn .headerlink,main.bd-content #main-content dl.attribute dt .btn .headerlink,main.bd-content #print-main-content dl.module dt .btn .headerlink,main.bd-content #print-main-content dl.class dt .btn .headerlink,main.bd-content #print-main-content dl.exception dt .btn .headerlink,main.bd-content #print-main-content dl.function dt .btn .headerlink,main.bd-content #print-main-content dl.decorator dt .btn .headerlink,main.bd-content #print-main-content dl.data dt .btn .headerlink,main.bd-content #print-main-content dl.method dt .btn .headerlink,main.bd-content #print-main-content dl.attribute dt .btn .headerlink{display:inline}main.bd-content #main-content dl.module dt .btn .fa-large.headerlink,main.bd-content #main-content dl.class dt .btn .fa-large.headerlink,main.bd-content #main-content dl.exception dt .btn .fa-large.headerlink,main.bd-content #main-content dl.function dt .btn .fa-large.headerlink,main.bd-content #main-content dl.decorator dt .btn .fa-large.headerlink,main.bd-content #main-content dl.data dt .btn .fa-large.headerlink,main.bd-content #main-content dl.method dt .btn .fa-large.headerlink,main.bd-content #main-content dl.attribute dt .btn .fa-large.headerlink,main.bd-content #print-main-content dl.module dt .btn .fa-large.headerlink,main.bd-content #print-main-content dl.class dt .btn .fa-large.headerlink,main.bd-content #print-main-content dl.exception dt .btn .fa-large.headerlink,main.bd-content #print-main-content dl.function dt .btn .fa-large.headerlink,main.bd-content #print-main-content dl.decorator dt .btn .fa-large.headerlink,main.bd-content #print-main-content dl.data dt .btn .fa-large.headerlink,main.bd-content #print-main-content dl.method dt .btn .fa-large.headerlink,main.bd-content #print-main-content dl.attribute dt .btn .fa-large.headerlink{line-height:.9em}main.bd-content #main-content dl.module dt .btn .fa-spin.headerlink,main.bd-content #main-content dl.class dt .btn .fa-spin.headerlink,main.bd-content #main-content dl.exception dt .btn .fa-spin.headerlink,main.bd-content #main-content dl.function dt .btn .fa-spin.headerlink,main.bd-content #main-content dl.decorator dt .btn .fa-spin.headerlink,main.bd-content #main-content dl.data dt .btn .fa-spin.headerlink,main.bd-content #main-content dl.method dt .btn .fa-spin.headerlink,main.bd-content #main-content dl.attribute dt .btn .fa-spin.headerlink,main.bd-content #print-main-content dl.module dt .btn .fa-spin.headerlink,main.bd-content #print-main-content dl.class dt .btn .fa-spin.headerlink,main.bd-content #print-main-content dl.exception dt .btn .fa-spin.headerlink,main.bd-content #print-main-content dl.function dt .btn .fa-spin.headerlink,main.bd-content #print-main-content dl.decorator dt .btn .fa-spin.headerlink,main.bd-content #print-main-content dl.data dt .btn .fa-spin.headerlink,main.bd-content #print-main-content dl.method dt .btn .fa-spin.headerlink,main.bd-content #print-main-content dl.attribute dt .btn .fa-spin.headerlink{display:inline-block}main.bd-content #main-content dl.module dt .nav .headerlink,main.bd-content #main-content dl.class dt .nav .headerlink,main.bd-content #main-content dl.exception dt .nav .headerlink,main.bd-content #main-content dl.function dt .nav .headerlink,main.bd-content #main-content dl.decorator dt .nav .headerlink,main.bd-content #main-content dl.data dt .nav .headerlink,main.bd-content #main-content dl.method dt .nav .headerlink,main.bd-content #main-content dl.attribute dt .nav .headerlink,main.bd-content #print-main-content dl.module dt .nav .headerlink,main.bd-content #print-main-content dl.class dt .nav .headerlink,main.bd-content #print-main-content dl.exception dt .nav .headerlink,main.bd-content #print-main-content dl.function dt .nav .headerlink,main.bd-content #print-main-content dl.decorator dt .nav .headerlink,main.bd-content #print-main-content dl.data dt .nav .headerlink,main.bd-content #print-main-content dl.method dt .nav .headerlink,main.bd-content #print-main-content dl.attribute dt .nav .headerlink{display:inline}main.bd-content #main-content dl.module dt .nav .fa-large.headerlink,main.bd-content #main-content dl.class dt .nav .fa-large.headerlink,main.bd-content #main-content dl.exception dt .nav .fa-large.headerlink,main.bd-content #main-content dl.function dt .nav .fa-large.headerlink,main.bd-content #main-content dl.decorator dt .nav .fa-large.headerlink,main.bd-content #main-content dl.data dt .nav .fa-large.headerlink,main.bd-content #main-content dl.method dt .nav .fa-large.headerlink,main.bd-content #main-content dl.attribute dt .nav .fa-large.headerlink,main.bd-content #print-main-content dl.module dt .nav .fa-large.headerlink,main.bd-content #print-main-content dl.class dt .nav .fa-large.headerlink,main.bd-content #print-main-content dl.exception dt .nav .fa-large.headerlink,main.bd-content #print-main-content dl.function dt .nav .fa-large.headerlink,main.bd-content #print-main-content dl.decorator dt .nav .fa-large.headerlink,main.bd-content #print-main-content dl.data dt .nav .fa-large.headerlink,main.bd-content #print-main-content dl.method dt .nav .fa-large.headerlink,main.bd-content #print-main-content dl.attribute dt .nav .fa-large.headerlink{line-height:.9em}main.bd-content #main-content dl.module dt .nav .fa-spin.headerlink,main.bd-content #main-content dl.class dt .nav .fa-spin.headerlink,main.bd-content #main-content dl.exception dt .nav .fa-spin.headerlink,main.bd-content #main-content dl.function dt .nav .fa-spin.headerlink,main.bd-content #main-content dl.decorator dt .nav .fa-spin.headerlink,main.bd-content #main-content dl.data dt .nav .fa-spin.headerlink,main.bd-content #main-content dl.method dt .nav .fa-spin.headerlink,main.bd-content #main-content dl.attribute dt .nav .fa-spin.headerlink,main.bd-content #print-main-content dl.module dt .nav .fa-spin.headerlink,main.bd-content #print-main-content dl.class dt .nav .fa-spin.headerlink,main.bd-content #print-main-content dl.exception dt .nav .fa-spin.headerlink,main.bd-content #print-main-content dl.function dt .nav .fa-spin.headerlink,main.bd-content #print-main-content dl.decorator dt .nav .fa-spin.headerlink,main.bd-content #print-main-content dl.data dt .nav .fa-spin.headerlink,main.bd-content #print-main-content dl.method dt .nav .fa-spin.headerlink,main.bd-content #print-main-content dl.attribute dt .nav .fa-spin.headerlink{display:inline-block}main.bd-content #main-content dl.module dt .btn.headerlink:before,main.bd-content #main-content dl.class dt .btn.headerlink:before,main.bd-content #main-content dl.exception dt .btn.headerlink:before,main.bd-content #main-content dl.function dt .btn.headerlink:before,main.bd-content #main-content dl.decorator dt .btn.headerlink:before,main.bd-content #main-content dl.data dt .btn.headerlink:before,main.bd-content #main-content dl.method dt .btn.headerlink:before,main.bd-content #main-content dl.attribute dt .btn.headerlink:before,main.bd-content #print-main-content dl.module dt .btn.headerlink:before,main.bd-content #print-main-content dl.class dt .btn.headerlink:before,main.bd-content #print-main-content dl.exception dt .btn.headerlink:before,main.bd-content #print-main-content dl.function dt .btn.headerlink:before,main.bd-content #print-main-content dl.decorator dt .btn.headerlink:before,main.bd-content #print-main-content dl.data dt .btn.headerlink:before,main.bd-content #print-main-content dl.method dt .btn.headerlink:before,main.bd-content #print-main-content dl.attribute dt .btn.headerlink:before{opacity:.5;-webkit-transition:opacity .05s ease-in;-moz-transition:opacity .05s ease-in;transition:opacity .05s ease-in}main.bd-content #main-content dl.module dt .btn.headerlink:hover:before,main.bd-content #main-content dl.class dt .btn.headerlink:hover:before,main.bd-content #main-content dl.exception dt .btn.headerlink:hover:before,main.bd-content #main-content dl.function dt .btn.headerlink:hover:before,main.bd-content #main-content dl.decorator dt .btn.headerlink:hover:before,main.bd-content #main-content dl.data dt .btn.headerlink:hover:before,main.bd-content #main-content dl.method dt .btn.headerlink:hover:before,main.bd-content #main-content dl.attribute dt .btn.headerlink:hover:before,main.bd-content #print-main-content dl.module dt .btn.headerlink:hover:before,main.bd-content #print-main-content dl.class dt .btn.headerlink:hover:before,main.bd-content #print-main-content dl.exception dt .btn.headerlink:hover:before,main.bd-content #print-main-content dl.function dt .btn.headerlink:hover:before,main.bd-content #print-main-content dl.decorator dt .btn.headerlink:hover:before,main.bd-content #print-main-content dl.data dt .btn.headerlink:hover:before,main.bd-content #print-main-content dl.method dt .btn.headerlink:hover:before,main.bd-content #print-main-content dl.attribute dt .btn.headerlink:hover:before{opacity:1}main.bd-content #main-content dl.module dt .btn-mini .headerlink:before,main.bd-content #main-content dl.class dt .btn-mini .headerlink:before,main.bd-content #main-content dl.exception dt .btn-mini .headerlink:before,main.bd-content #main-content dl.function dt .btn-mini .headerlink:before,main.bd-content #main-content dl.decorator dt .btn-mini .headerlink:before,main.bd-content #main-content dl.data dt .btn-mini .headerlink:before,main.bd-content #main-content dl.method dt .btn-mini .headerlink:before,main.bd-content #main-content dl.attribute dt .btn-mini .headerlink:before,main.bd-content #print-main-content dl.module dt .btn-mini .headerlink:before,main.bd-content #print-main-content dl.class dt .btn-mini .headerlink:before,main.bd-content #print-main-content dl.exception dt .btn-mini .headerlink:before,main.bd-content #print-main-content dl.function dt .btn-mini .headerlink:before,main.bd-content #print-main-content dl.decorator dt .btn-mini .headerlink:before,main.bd-content #print-main-content dl.data dt .btn-mini .headerlink:before,main.bd-content #print-main-content dl.method dt .btn-mini .headerlink:before,main.bd-content #print-main-content dl.attribute dt .btn-mini .headerlink:before{font-size:14px;vertical-align:-15%}main.bd-content #main-content dl.module dt .rst-versions .rst-current-version .headerlink,main.bd-content #main-content dl.class dt .rst-versions .rst-current-version .headerlink,main.bd-content #main-content dl.exception dt .rst-versions .rst-current-version .headerlink,main.bd-content #main-content dl.function dt .rst-versions .rst-current-version .headerlink,main.bd-content #main-content dl.decorator dt .rst-versions .rst-current-version .headerlink,main.bd-content #main-content dl.data dt .rst-versions .rst-current-version .headerlink,main.bd-content #main-content dl.method dt .rst-versions .rst-current-version .headerlink,main.bd-content #main-content dl.attribute dt .rst-versions .rst-current-version .headerlink,main.bd-content #print-main-content dl.module dt .rst-versions .rst-current-version .headerlink,main.bd-content #print-main-content dl.class dt .rst-versions .rst-current-version .headerlink,main.bd-content #print-main-content dl.exception dt .rst-versions .rst-current-version .headerlink,main.bd-content #print-main-content dl.function dt .rst-versions .rst-current-version .headerlink,main.bd-content #print-main-content dl.decorator dt .rst-versions .rst-current-version .headerlink,main.bd-content #print-main-content dl.data dt .rst-versions .rst-current-version .headerlink,main.bd-content #print-main-content dl.method dt .rst-versions .rst-current-version .headerlink,main.bd-content #print-main-content dl.attribute dt .rst-versions .rst-current-version .headerlink{color:#fcfcfc}main.bd-content #main-content dl.module dt:hover .headerlink:after,main.bd-content #main-content dl.class dt:hover .headerlink:after,main.bd-content #main-content dl.exception dt:hover .headerlink:after,main.bd-content #main-content dl.function dt:hover .headerlink:after,main.bd-content #main-content dl.decorator dt:hover .headerlink:after,main.bd-content #main-content dl.data dt:hover .headerlink:after,main.bd-content #main-content dl.method dt:hover .headerlink:after,main.bd-content #main-content dl.attribute dt:hover .headerlink:after,main.bd-content #print-main-content dl.module dt:hover .headerlink:after,main.bd-content #print-main-content dl.class dt:hover .headerlink:after,main.bd-content #print-main-content dl.exception dt:hover .headerlink:after,main.bd-content #print-main-content dl.function dt:hover .headerlink:after,main.bd-content #print-main-content dl.decorator dt:hover .headerlink:after,main.bd-content #print-main-content dl.data dt:hover .headerlink:after,main.bd-content #print-main-content dl.method dt:hover .headerlink:after,main.bd-content #print-main-content dl.attribute dt:hover .headerlink:after{visibility:visible}main.bd-content #main-content dl.module p,main.bd-content #main-content dl.class p,main.bd-content #main-content dl.exception p,main.bd-content #main-content dl.function p,main.bd-content #main-content dl.decorator p,main.bd-content #main-content dl.data p,main.bd-content #main-content dl.method p,main.bd-content #main-content dl.attribute p,main.bd-content #print-main-content dl.module p,main.bd-content #print-main-content dl.class p,main.bd-content #print-main-content dl.exception p,main.bd-content #print-main-content dl.function p,main.bd-content #print-main-content dl.decorator p,main.bd-content #print-main-content dl.data p,main.bd-content #print-main-content dl.method p,main.bd-content #print-main-content dl.attribute p{margin-bottom:12px !important}main.bd-content #main-content dl.module table,main.bd-content #main-content dl.class table,main.bd-content #main-content dl.exception table,main.bd-content #main-content dl.function table,main.bd-content #main-content dl.decorator table,main.bd-content #main-content dl.data table,main.bd-content #main-content dl.method table,main.bd-content #main-content dl.attribute table,main.bd-content #print-main-content dl.module table,main.bd-content #print-main-content dl.class table,main.bd-content #print-main-content dl.exception table,main.bd-content #print-main-content dl.function table,main.bd-content #print-main-content dl.decorator table,main.bd-content #print-main-content dl.data table,main.bd-content #print-main-content dl.method table,main.bd-content #print-main-content dl.attribute table{margin-bottom:12px !important}main.bd-content #main-content dl.module ul,main.bd-content #main-content dl.class ul,main.bd-content #main-content dl.exception ul,main.bd-content #main-content dl.function ul,main.bd-content #main-content dl.decorator ul,main.bd-content #main-content dl.data ul,main.bd-content #main-content dl.method ul,main.bd-content #main-content dl.attribute ul,main.bd-content #print-main-content dl.module ul,main.bd-content #print-main-content dl.class ul,main.bd-content #print-main-content dl.exception ul,main.bd-content #print-main-content dl.function ul,main.bd-content #print-main-content dl.decorator ul,main.bd-content #print-main-content dl.data ul,main.bd-content #print-main-content dl.method ul,main.bd-content #print-main-content dl.attribute ul{margin-bottom:12px !important}main.bd-content #main-content dl.module ol,main.bd-content #main-content dl.class ol,main.bd-content #main-content dl.exception ol,main.bd-content #main-content dl.function ol,main.bd-content #main-content dl.decorator ol,main.bd-content #main-content dl.data ol,main.bd-content #main-content dl.method ol,main.bd-content #main-content dl.attribute ol,main.bd-content #print-main-content dl.module ol,main.bd-content #print-main-content dl.class ol,main.bd-content #print-main-content dl.exception ol,main.bd-content #print-main-content dl.function ol,main.bd-content #print-main-content dl.decorator ol,main.bd-content #print-main-content dl.data ol,main.bd-content #print-main-content dl.method ol,main.bd-content #print-main-content dl.attribute ol{margin-bottom:12px !important}main.bd-content #main-content dl.module dd,main.bd-content #main-content dl.class dd,main.bd-content #main-content dl.exception dd,main.bd-content #main-content dl.function dd,main.bd-content #main-content dl.decorator dd,main.bd-content #main-content dl.data dd,main.bd-content #main-content dl.method dd,main.bd-content #main-content dl.attribute dd,main.bd-content #print-main-content dl.module dd,main.bd-content #print-main-content dl.class dd,main.bd-content #print-main-content dl.exception dd,main.bd-content #print-main-content dl.function dd,main.bd-content #print-main-content dl.decorator dd,main.bd-content #print-main-content dl.data dd,main.bd-content #print-main-content dl.method dd,main.bd-content #print-main-content dl.attribute dd{margin:0 0 12px 24px}main.bd-content #main-content dl.module:not(.docutils),main.bd-content #main-content dl.class:not(.docutils),main.bd-content #main-content dl.exception:not(.docutils),main.bd-content #main-content dl.function:not(.docutils),main.bd-content #main-content dl.decorator:not(.docutils),main.bd-content #main-content dl.data:not(.docutils),main.bd-content #main-content dl.method:not(.docutils),main.bd-content #main-content dl.attribute:not(.docutils),main.bd-content #print-main-content dl.module:not(.docutils),main.bd-content #print-main-content dl.class:not(.docutils),main.bd-content #print-main-content dl.exception:not(.docutils),main.bd-content #print-main-content dl.function:not(.docutils),main.bd-content #print-main-content dl.decorator:not(.docutils),main.bd-content #print-main-content dl.data:not(.docutils),main.bd-content #print-main-content dl.method:not(.docutils),main.bd-content #print-main-content dl.attribute:not(.docutils){margin-bottom:24px}main.bd-content #main-content dl.module:not(.docutils) dt,main.bd-content #main-content dl.class:not(.docutils) dt,main.bd-content #main-content dl.exception:not(.docutils) dt,main.bd-content #main-content dl.function:not(.docutils) dt,main.bd-content #main-content dl.decorator:not(.docutils) dt,main.bd-content #main-content dl.data:not(.docutils) dt,main.bd-content #main-content dl.method:not(.docutils) dt,main.bd-content #main-content dl.attribute:not(.docutils) dt,main.bd-content #print-main-content dl.module:not(.docutils) dt,main.bd-content #print-main-content dl.class:not(.docutils) dt,main.bd-content #print-main-content dl.exception:not(.docutils) dt,main.bd-content #print-main-content dl.function:not(.docutils) dt,main.bd-content #print-main-content dl.decorator:not(.docutils) dt,main.bd-content #print-main-content dl.data:not(.docutils) dt,main.bd-content #print-main-content dl.method:not(.docutils) dt,main.bd-content #print-main-content dl.attribute:not(.docutils) dt{display:table;margin:6px 0;font-size:90%;line-height:normal;background:#e7f2fa;color:#2980B9;border-top:solid 3px #6ab0de;padding:6px;position:relative}main.bd-content #main-content dl.module:not(.docutils) dt:before,main.bd-content #main-content dl.class:not(.docutils) dt:before,main.bd-content #main-content dl.exception:not(.docutils) dt:before,main.bd-content #main-content dl.function:not(.docutils) dt:before,main.bd-content #main-content dl.decorator:not(.docutils) dt:before,main.bd-content #main-content dl.data:not(.docutils) dt:before,main.bd-content #main-content dl.method:not(.docutils) dt:before,main.bd-content #main-content dl.attribute:not(.docutils) dt:before,main.bd-content #print-main-content dl.module:not(.docutils) dt:before,main.bd-content #print-main-content dl.class:not(.docutils) dt:before,main.bd-content #print-main-content dl.exception:not(.docutils) dt:before,main.bd-content #print-main-content dl.function:not(.docutils) dt:before,main.bd-content #print-main-content dl.decorator:not(.docutils) dt:before,main.bd-content #print-main-content dl.data:not(.docutils) dt:before,main.bd-content #print-main-content dl.method:not(.docutils) dt:before,main.bd-content #print-main-content dl.attribute:not(.docutils) dt:before{color:#6ab0de}main.bd-content #main-content dl.module:not(.docutils) dt .headerlink,main.bd-content #main-content dl.class:not(.docutils) dt .headerlink,main.bd-content #main-content dl.exception:not(.docutils) dt .headerlink,main.bd-content #main-content dl.function:not(.docutils) dt .headerlink,main.bd-content #main-content dl.decorator:not(.docutils) dt .headerlink,main.bd-content #main-content dl.data:not(.docutils) dt .headerlink,main.bd-content #main-content dl.method:not(.docutils) dt .headerlink,main.bd-content #main-content dl.attribute:not(.docutils) dt .headerlink,main.bd-content #print-main-content dl.module:not(.docutils) dt .headerlink,main.bd-content #print-main-content dl.class:not(.docutils) dt .headerlink,main.bd-content #print-main-content dl.exception:not(.docutils) dt .headerlink,main.bd-content #print-main-content dl.function:not(.docutils) dt .headerlink,main.bd-content #print-main-content dl.decorator:not(.docutils) dt .headerlink,main.bd-content #print-main-content dl.data:not(.docutils) dt .headerlink,main.bd-content #print-main-content dl.method:not(.docutils) dt .headerlink,main.bd-content #print-main-content dl.attribute:not(.docutils) dt .headerlink{color:#404040;font-size:100% !important}main.bd-content #main-content dl.module:not(.docutils) dt:first-child,main.bd-content #main-content dl.class:not(.docutils) dt:first-child,main.bd-content #main-content dl.exception:not(.docutils) dt:first-child,main.bd-content #main-content dl.function:not(.docutils) dt:first-child,main.bd-content #main-content dl.decorator:not(.docutils) dt:first-child,main.bd-content #main-content dl.data:not(.docutils) dt:first-child,main.bd-content #main-content dl.method:not(.docutils) dt:first-child,main.bd-content #main-content dl.attribute:not(.docutils) dt:first-child,main.bd-content #print-main-content dl.module:not(.docutils) dt:first-child,main.bd-content #print-main-content dl.class:not(.docutils) dt:first-child,main.bd-content #print-main-content dl.exception:not(.docutils) dt:first-child,main.bd-content #print-main-content dl.function:not(.docutils) dt:first-child,main.bd-content #print-main-content dl.decorator:not(.docutils) dt:first-child,main.bd-content #print-main-content dl.data:not(.docutils) dt:first-child,main.bd-content #print-main-content dl.method:not(.docutils) dt:first-child,main.bd-content #print-main-content dl.attribute:not(.docutils) dt:first-child{margin-top:0}main.bd-content #main-content dl.module:not(.docutils) dl dt,main.bd-content #main-content dl.class:not(.docutils) dl dt,main.bd-content #main-content dl.exception:not(.docutils) dl dt,main.bd-content #main-content dl.function:not(.docutils) dl dt,main.bd-content #main-content dl.decorator:not(.docutils) dl dt,main.bd-content #main-content dl.data:not(.docutils) dl dt,main.bd-content #main-content dl.method:not(.docutils) dl dt,main.bd-content #main-content dl.attribute:not(.docutils) dl dt,main.bd-content #print-main-content dl.module:not(.docutils) dl dt,main.bd-content #print-main-content dl.class:not(.docutils) dl dt,main.bd-content #print-main-content dl.exception:not(.docutils) dl dt,main.bd-content #print-main-content dl.function:not(.docutils) dl dt,main.bd-content #print-main-content dl.decorator:not(.docutils) dl dt,main.bd-content #print-main-content dl.data:not(.docutils) dl dt,main.bd-content #print-main-content dl.method:not(.docutils) dl dt,main.bd-content #print-main-content dl.attribute:not(.docutils) dl dt{margin-bottom:6px;border:none;border-left:solid 3px #ccc;background:#f0f0f0;color:#555}main.bd-content #main-content dl.module:not(.docutils) dl dt .headerlink,main.bd-content #main-content dl.class:not(.docutils) dl dt .headerlink,main.bd-content #main-content dl.exception:not(.docutils) dl dt .headerlink,main.bd-content #main-content dl.function:not(.docutils) dl dt .headerlink,main.bd-content #main-content dl.decorator:not(.docutils) dl dt .headerlink,main.bd-content #main-content dl.data:not(.docutils) dl dt .headerlink,main.bd-content #main-content dl.method:not(.docutils) dl dt .headerlink,main.bd-content #main-content dl.attribute:not(.docutils) dl dt .headerlink,main.bd-content #print-main-content dl.module:not(.docutils) dl dt .headerlink,main.bd-content #print-main-content dl.class:not(.docutils) dl dt .headerlink,main.bd-content #print-main-content dl.exception:not(.docutils) dl dt .headerlink,main.bd-content #print-main-content dl.function:not(.docutils) dl dt .headerlink,main.bd-content #print-main-content dl.decorator:not(.docutils) dl dt .headerlink,main.bd-content #print-main-content dl.data:not(.docutils) dl dt .headerlink,main.bd-content #print-main-content dl.method:not(.docutils) dl dt .headerlink,main.bd-content #print-main-content dl.attribute:not(.docutils) dl dt .headerlink{color:#404040;font-size:100% !important}main.bd-content #main-content dl.module:not(.docutils) tt,main.bd-content #main-content dl.class:not(.docutils) tt,main.bd-content #main-content dl.exception:not(.docutils) tt,main.bd-content #main-content dl.function:not(.docutils) tt,main.bd-content #main-content dl.decorator:not(.docutils) tt,main.bd-content #main-content dl.data:not(.docutils) tt,main.bd-content #main-content dl.method:not(.docutils) tt,main.bd-content #main-content dl.attribute:not(.docutils) tt,main.bd-content #print-main-content dl.module:not(.docutils) tt,main.bd-content #print-main-content dl.class:not(.docutils) tt,main.bd-content #print-main-content dl.exception:not(.docutils) tt,main.bd-content #print-main-content dl.function:not(.docutils) tt,main.bd-content #print-main-content dl.decorator:not(.docutils) tt,main.bd-content #print-main-content dl.data:not(.docutils) tt,main.bd-content #print-main-content dl.method:not(.docutils) tt,main.bd-content #print-main-content dl.attribute:not(.docutils) tt{font-weight:bold;font-weight:bold}main.bd-content #main-content dl.module:not(.docutils) code,main.bd-content #main-content dl.class:not(.docutils) code,main.bd-content #main-content dl.exception:not(.docutils) code,main.bd-content #main-content dl.function:not(.docutils) code,main.bd-content #main-content dl.decorator:not(.docutils) code,main.bd-content #main-content dl.data:not(.docutils) code,main.bd-content #main-content dl.method:not(.docutils) code,main.bd-content #main-content dl.attribute:not(.docutils) code,main.bd-content #print-main-content dl.module:not(.docutils) code,main.bd-content #print-main-content dl.class:not(.docutils) code,main.bd-content #print-main-content dl.exception:not(.docutils) code,main.bd-content #print-main-content dl.function:not(.docutils) code,main.bd-content #print-main-content dl.decorator:not(.docutils) code,main.bd-content #print-main-content dl.data:not(.docutils) code,main.bd-content #print-main-content dl.method:not(.docutils) code,main.bd-content #print-main-content dl.attribute:not(.docutils) code{font-weight:bold}main.bd-content #main-content dl.module:not(.docutils) tt.descname,main.bd-content #main-content dl.class:not(.docutils) tt.descname,main.bd-content #main-content dl.exception:not(.docutils) tt.descname,main.bd-content #main-content dl.function:not(.docutils) tt.descname,main.bd-content #main-content dl.decorator:not(.docutils) tt.descname,main.bd-content #main-content dl.data:not(.docutils) tt.descname,main.bd-content #main-content dl.method:not(.docutils) tt.descname,main.bd-content #main-content dl.attribute:not(.docutils) tt.descname,main.bd-content #print-main-content dl.module:not(.docutils) tt.descname,main.bd-content #print-main-content dl.class:not(.docutils) tt.descname,main.bd-content #print-main-content dl.exception:not(.docutils) tt.descname,main.bd-content #print-main-content dl.function:not(.docutils) tt.descname,main.bd-content #print-main-content dl.decorator:not(.docutils) tt.descname,main.bd-content #print-main-content dl.data:not(.docutils) tt.descname,main.bd-content #print-main-content dl.method:not(.docutils) tt.descname,main.bd-content #print-main-content dl.attribute:not(.docutils) tt.descname{background-color:transparent;background-color:transparent;border:none;border:none;padding:0;padding:0;font-size:100% !important;font-size:100% !important;font-weight:bold;font-weight:bold}main.bd-content #main-content dl.module:not(.docutils) tt.descclassname,main.bd-content #main-content dl.class:not(.docutils) tt.descclassname,main.bd-content #main-content dl.exception:not(.docutils) tt.descclassname,main.bd-content #main-content dl.function:not(.docutils) tt.descclassname,main.bd-content #main-content dl.decorator:not(.docutils) tt.descclassname,main.bd-content #main-content dl.data:not(.docutils) tt.descclassname,main.bd-content #main-content dl.method:not(.docutils) tt.descclassname,main.bd-content #main-content dl.attribute:not(.docutils) tt.descclassname,main.bd-content #print-main-content dl.module:not(.docutils) tt.descclassname,main.bd-content #print-main-content dl.class:not(.docutils) tt.descclassname,main.bd-content #print-main-content dl.exception:not(.docutils) tt.descclassname,main.bd-content #print-main-content dl.function:not(.docutils) tt.descclassname,main.bd-content #print-main-content dl.decorator:not(.docutils) tt.descclassname,main.bd-content #print-main-content dl.data:not(.docutils) tt.descclassname,main.bd-content #print-main-content dl.method:not(.docutils) tt.descclassname,main.bd-content #print-main-content dl.attribute:not(.docutils) tt.descclassname{background-color:transparent;background-color:transparent;border:none;border:none;padding:0;padding:0;font-size:100% !important;font-size:100% !important}main.bd-content #main-content dl.module:not(.docutils) code.descname,main.bd-content #main-content dl.class:not(.docutils) code.descname,main.bd-content #main-content dl.exception:not(.docutils) code.descname,main.bd-content #main-content dl.function:not(.docutils) code.descname,main.bd-content #main-content dl.decorator:not(.docutils) code.descname,main.bd-content #main-content dl.data:not(.docutils) code.descname,main.bd-content #main-content dl.method:not(.docutils) code.descname,main.bd-content #main-content dl.attribute:not(.docutils) code.descname,main.bd-content #print-main-content dl.module:not(.docutils) code.descname,main.bd-content #print-main-content dl.class:not(.docutils) code.descname,main.bd-content #print-main-content dl.exception:not(.docutils) code.descname,main.bd-content #print-main-content dl.function:not(.docutils) code.descname,main.bd-content #print-main-content dl.decorator:not(.docutils) code.descname,main.bd-content #print-main-content dl.data:not(.docutils) code.descname,main.bd-content #print-main-content dl.method:not(.docutils) code.descname,main.bd-content #print-main-content dl.attribute:not(.docutils) code.descname{background-color:transparent;border:none;padding:0;font-size:100% !important;font-weight:bold}main.bd-content #main-content dl.module:not(.docutils) code.descclassname,main.bd-content #main-content dl.class:not(.docutils) code.descclassname,main.bd-content #main-content dl.exception:not(.docutils) code.descclassname,main.bd-content #main-content dl.function:not(.docutils) code.descclassname,main.bd-content #main-content dl.decorator:not(.docutils) code.descclassname,main.bd-content #main-content dl.data:not(.docutils) code.descclassname,main.bd-content #main-content dl.method:not(.docutils) code.descclassname,main.bd-content #main-content dl.attribute:not(.docutils) code.descclassname,main.bd-content #print-main-content dl.module:not(.docutils) code.descclassname,main.bd-content #print-main-content dl.class:not(.docutils) code.descclassname,main.bd-content #print-main-content dl.exception:not(.docutils) code.descclassname,main.bd-content #print-main-content dl.function:not(.docutils) code.descclassname,main.bd-content #print-main-content dl.decorator:not(.docutils) code.descclassname,main.bd-content #print-main-content dl.data:not(.docutils) code.descclassname,main.bd-content #print-main-content dl.method:not(.docutils) code.descclassname,main.bd-content #print-main-content dl.attribute:not(.docutils) code.descclassname{background-color:transparent;border:none;padding:0;font-size:100% !important}main.bd-content #main-content dl.module:not(.docutils) .optional,main.bd-content #main-content dl.class:not(.docutils) .optional,main.bd-content #main-content dl.exception:not(.docutils) .optional,main.bd-content #main-content dl.function:not(.docutils) .optional,main.bd-content #main-content dl.decorator:not(.docutils) .optional,main.bd-content #main-content dl.data:not(.docutils) .optional,main.bd-content #main-content dl.method:not(.docutils) .optional,main.bd-content #main-content dl.attribute:not(.docutils) .optional,main.bd-content #print-main-content dl.module:not(.docutils) .optional,main.bd-content #print-main-content dl.class:not(.docutils) .optional,main.bd-content #print-main-content dl.exception:not(.docutils) .optional,main.bd-content #print-main-content dl.function:not(.docutils) .optional,main.bd-content #print-main-content dl.decorator:not(.docutils) .optional,main.bd-content #print-main-content dl.data:not(.docutils) .optional,main.bd-content #print-main-content dl.method:not(.docutils) .optional,main.bd-content #print-main-content dl.attribute:not(.docutils) .optional{display:inline-block;padding:0 4px;color:#000;font-weight:bold}main.bd-content #main-content dl.module:not(.docutils) .property,main.bd-content #main-content dl.class:not(.docutils) .property,main.bd-content #main-content dl.exception:not(.docutils) .property,main.bd-content #main-content dl.function:not(.docutils) .property,main.bd-content #main-content dl.decorator:not(.docutils) .property,main.bd-content #main-content dl.data:not(.docutils) .property,main.bd-content #main-content dl.method:not(.docutils) .property,main.bd-content #main-content dl.attribute:not(.docutils) .property,main.bd-content #print-main-content dl.module:not(.docutils) .property,main.bd-content #print-main-content dl.class:not(.docutils) .property,main.bd-content #print-main-content dl.exception:not(.docutils) .property,main.bd-content #print-main-content dl.function:not(.docutils) .property,main.bd-content #print-main-content dl.decorator:not(.docutils) .property,main.bd-content #print-main-content dl.data:not(.docutils) .property,main.bd-content #print-main-content dl.method:not(.docutils) .property,main.bd-content #print-main-content dl.attribute:not(.docutils) .property{display:inline-block;padding-right:8px}main.bd-content #main-content dl.module .viewcode-link,main.bd-content #main-content dl.class .viewcode-link,main.bd-content #main-content dl.exception .viewcode-link,main.bd-content #main-content dl.function .viewcode-link,main.bd-content #main-content dl.decorator .viewcode-link,main.bd-content #main-content dl.data .viewcode-link,main.bd-content #main-content dl.method .viewcode-link,main.bd-content #main-content dl.attribute .viewcode-link,main.bd-content #print-main-content dl.module .viewcode-link,main.bd-content #print-main-content dl.class .viewcode-link,main.bd-content #print-main-content dl.exception .viewcode-link,main.bd-content #print-main-content dl.function .viewcode-link,main.bd-content #print-main-content dl.decorator .viewcode-link,main.bd-content #print-main-content dl.data .viewcode-link,main.bd-content #print-main-content dl.method .viewcode-link,main.bd-content #print-main-content dl.attribute .viewcode-link{display:inline-block;color:#27AE60;font-size:80%;padding-left:24px}div.cell div.cell_output{padding-right:0}div.cell.tag_output_scroll div.cell_output,div.cell.tag_scroll-output div.cell_output{max-height:24em;overflow-y:auto}div.cell.tag_scroll-input div.cell_input{max-height:24em;overflow-y:auto}.highlighttable .linenos{vertical-align:baseline}.toggle.admonition button.toggle-button{top:0.5em !important}.admonition{border-radius:.4em;box-shadow:0 0.2rem 0.5rem rgba(0,0,0,0.05),0 0 0.0625rem rgba(0,0,0,0.1)}.admonition.seealso{border-color:#28a745}.admonition.seealso 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diff --git a/_preview/205/_static/sphinx-book-theme.d59cb220de22ca1c485ebbdc042f0030.js b/_preview/205/_static/sphinx-book-theme.d59cb220de22ca1c485ebbdc042f0030.js
deleted file mode 100644
index d06a7cc4..00000000
--- a/_preview/205/_static/sphinx-book-theme.d59cb220de22ca1c485ebbdc042f0030.js
+++ /dev/null
@@ -1,22 +0,0 @@
-var initTriggerNavBar=()=>{if($(window).width()<768){$("#navbar-toggler").trigger("click")}}
-var scrollToActive=()=>{var navbar=document.getElementById('site-navigation')
-var active_pages=navbar.querySelectorAll(".active")
-var active_page=active_pages[active_pages.length-1]
-if(active_page!==undefined&&active_page.offsetTop>($(window).height()*.5)){navbar.scrollTop=active_page.offsetTop-($(window).height()*.2)}}
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-function toggleFullScreen(){var navToggler=$("#navbar-toggler");if(!document.fullscreenElement){document.documentElement.requestFullscreen();if(!navToggler.hasClass("collapsed")){navToggler.click();}}else{if(document.exitFullscreen){document.exitFullscreen();if(navToggler.hasClass("collapsed")){navToggler.click();}}}}
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-return false}else{$("div.bd-toc").addClass("show")};})};var manageScrolledClassOnBody=function(){if(window.scrollY>0){document.body.classList.add("scrolled");}else{document.body.classList.remove("scrolled");}}
-$(window).on('scroll',function(){if(!scrollTimeout){scrollTimeout=setTimeout(function(){checkTocScroll();manageScrolledClassOnBody();scrollTimeout=null;},throttle);}});}
-var printPdf=(el)=>{let tooltipID=$(el).attr("aria-describedby")
-let tooltipTextDiv=$("#"+tooltipID).detach()
-window.print()
-$("body").append(tooltipTextDiv)}
-var initThebeSBT=()=>{var title=$("div.section h1")[0]
-if(!$(title).next().hasClass("thebe-launch-button")){$("<button class='thebe-launch-button'></button>").insertAfter($(title))}
-initThebe();}
-sbRunWhenDOMLoaded(initTooltips)
-sbRunWhenDOMLoaded(initTriggerNavBar)
-sbRunWhenDOMLoaded(scrollToActive)
-sbRunWhenDOMLoaded(initTocHide)
diff --git a/_preview/205/_static/sphinx-book-theme.e2363ea40746bee74734a24ffefccd78.css b/_preview/205/_static/sphinx-book-theme.e2363ea40746bee74734a24ffefccd78.css
deleted file mode 100644
index 6e5b23fb..00000000
--- a/_preview/205/_static/sphinx-book-theme.e2363ea40746bee74734a24ffefccd78.css
+++ /dev/null
@@ -1,5 +0,0 @@
-/*! sphinx-book-theme CSS
- * BSD 3-Clause License
- * Copyright (c) 2020, EBP
- * All rights reserved.
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diff --git a/_preview/205/_static/sphinx-thebe.css b/_preview/205/_static/sphinx-thebe.css
deleted file mode 100644
index 1da27930..00000000
--- a/_preview/205/_static/sphinx-thebe.css
+++ /dev/null
@@ -1,129 +0,0 @@
-/* Thebelab Buttons */
-.thebelab-button {
-  z-index: 999;
-  display: inline-block;
-  padding: 0.35em 1.2em;
-  margin: 0px 1px;
-  border-radius: 0.12em;
-  box-sizing: border-box;
-  text-decoration: none;
-  font-family: "Roboto", sans-serif;
-  font-weight: 300;
-  text-align: center;
-  transition: all 0.2s;
-  background-color: #dddddd;
-  border: 0.05em solid white;
-  color: #000000;
-}
-
-.thebelab-button:hover {
-  border: 0.05em solid black;
-  background-color: #fcfcfc;
-}
-
-.thebe-launch-button {
-  height: 2.2em;
-  font-size: 0.8em;
-  border: 1px black solid;
-}
-
-/* Thebelab Cell */
-.thebelab-cell pre {
-  background: none;
-}
-
-.thebelab-cell .thebelab-input {
-  padding-left: 1em;
-  margin-bottom: 0.5em;
-  margin-top: 0.5em;
-}
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-.thebelab-cell .jp-OutputArea {
-  margin-top: 0.5em;
-  margin-left: 1em;
-}
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-button.thebelab-button.thebelab-run-button {
-  margin-left: 1.5em;
-  margin-bottom: 0.5em;
-}
-
-/* Loading button */
-button.thebe-launch-button div.spinner {
-  float: left;
-  margin-right: 1em;
-}
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-/* Remove the spinner when thebelab is ready */
-.thebe-launch-button.thebe-status-ready .spinner {
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-.thebe-launch-button span.status {
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-.thebe-launch-button.thebe-status-ready span.status {
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-.spinner {
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-.spinner > div {
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-  height: 100%;
-  width: 6px;
-  display: inline-block;
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-  -webkit-animation: sk-stretchdelay 1.2s infinite ease-in-out;
-  animation: sk-stretchdelay 1.2s infinite ease-in-out;
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-.spinner .rect2 {
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-.spinner .rect3 {
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-.spinner .rect5 {
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-@-webkit-keyframes sk-stretchdelay {
-  0%,
-  40%,
-  100% {
-    -webkit-transform: scaleY(0.4);
-  }
-  20% {
-    -webkit-transform: scaleY(1);
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-}
-
-@keyframes sk-stretchdelay {
-  0%,
-  40%,
-  100% {
-    transform: scaleY(0.4);
-    -webkit-transform: scaleY(0.4);
-  }
-  20% {
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-    -webkit-transform: scaleY(1);
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diff --git a/_preview/205/_static/sphinx-thebe.js b/_preview/205/_static/sphinx-thebe.js
deleted file mode 100644
index 7626dbb0..00000000
--- a/_preview/205/_static/sphinx-thebe.js
+++ /dev/null
@@ -1,126 +0,0 @@
-/**
- * Add attributes to Thebe blocks to initialize thebe properly
- */
-var configureThebe = () => {
-  // Load thebe config in case we want to update it as some point
-  console.log("[sphinx-thebe]: Loading thebe config...");
-  thebe_config = $('script[type="text/x-thebe-config"]')[0];
-
-  // If we already detect a Thebe cell, don't re-run
-  if (document.querySelectorAll("div.thebe-cell").length > 0) {
-    return;
-  }
-
-  // Update thebe buttons with loading message
-  $(".thebe-launch-button").each((ii, button) => {
-    button.innerHTML = `
-        <div class="spinner">
-            <div class="rect1"></div>
-            <div class="rect2"></div>
-            <div class="rect3"></div>
-            <div class="rect4"></div>
-        </div>
-        <span class="loading-text"></span>`;
-  });
-
-  // Set thebe event hooks
-  var thebeStatus;
-  thebelab.on("status", function (evt, data) {
-    console.log("Status changed:", data.status, data.message);
-
-    $(".thebe-launch-button ")
-      .removeClass("thebe-status-" + thebeStatus)
-      .addClass("thebe-status-" + data.status)
-      .find(".loading-text")
-      .html(
-        "<span class='launch_msg'>Launching from mybinder.org: </span><span class='status'>" +
-          data.status +
-          "</span>"
-      );
-
-    // Now update our thebe status
-    thebeStatus = data.status;
-
-    // Find any cells with an initialization tag and ask thebe to run them when ready
-    if (data.status === "ready") {
-      var thebeInitCells = document.querySelectorAll(
-        ".thebe-init, .tag_thebe-init"
-      );
-      thebeInitCells.forEach((cell) => {
-        console.log("Initializing Thebe with cell: " + cell.id);
-        cell.querySelector(".thebelab-run-button").click();
-      });
-    }
-  });
-};
-
-/**
- * Update the page DOM to use Thebe elements
- */
-var modifyDOMForThebe = () => {
-  // Find all code cells, replace with Thebe interactive code cells
-  const codeCells = document.querySelectorAll(thebe_selector);
-  codeCells.forEach((codeCell, index) => {
-    const codeCellId = (index) => `codecell${index}`;
-    codeCell.id = codeCellId(index);
-    codeCellText = codeCell.querySelector(thebe_selector_input);
-    codeCellOutput = codeCell.querySelector(thebe_selector_output);
-
-    // Clean up the language to make it work w/ CodeMirror and add it to the cell
-    dataLanguage = detectLanguage(kernelName);
-
-    // Re-arrange the cell and add metadata
-    if (codeCellText) {
-      codeCellText.setAttribute("data-language", dataLanguage);
-      codeCellText.setAttribute("data-executable", "true");
-
-      // If we had an output, insert it just after the `pre` cell
-      if (codeCellOutput) {
-        $(codeCellOutput).attr("data-output", "");
-        $(codeCellOutput).insertAfter(codeCellText);
-      }
-    }
-
-    // Remove sphinx-copybutton blocks, which are common in Sphinx
-    codeCell.querySelectorAll("button.copybtn").forEach((el) => {
-      el.remove();
-    });
-  });
-};
-
-var initThebe = () => {
-  // Load thebe dynamically if it's not already loaded
-  if (typeof thebelab === "undefined") {
-    console.log("[sphinx-thebe]: Loading thebe from CDN...");
-    $(".thebe-launch-button ").text("Loading thebe from CDN...");
-
-    const script = document.createElement("script");
-    script.src = `${THEBE_JS_URL}`;
-    document.head.appendChild(script);
-
-    // Runs once the script has finished loading
-    script.addEventListener("load", () => {
-      console.log("[sphinx-thebe]: Finished loading thebe from CDN...");
-      configureThebe();
-      modifyDOMForThebe();
-      thebelab.bootstrap();
-    });
-  } else {
-    console.log(
-      "[sphinx-thebe]: thebe already loaded, not loading from CDN..."
-    );
-    configureThebe();
-    modifyDOMForThebe();
-    thebelab.bootstrap();
-  }
-};
-
-// Helper function to munge the language name
-var detectLanguage = (language) => {
-  if (language.indexOf("python") > -1) {
-    language = "python";
-  } else if (language === "ir") {
-    language = "r";
-  }
-  return language;
-};
diff --git a/_preview/205/_static/togglebutton.css b/_preview/205/_static/togglebutton.css
deleted file mode 100644
index 54a67879..00000000
--- a/_preview/205/_static/togglebutton.css
+++ /dev/null
@@ -1,160 +0,0 @@
-/**
- * Admonition-based toggles
- */
-
-/* Visibility of the target */
-.admonition.toggle .admonition-title ~ * {
-    transition: opacity .3s, height .3s;
-}
-
-/* Toggle buttons inside admonitions so we see the title */
-.admonition.toggle {
-    position: relative;
-}
-
-/* Titles should cut off earlier to avoid overlapping w/ button */
-.admonition.toggle .admonition-title {
-    padding-right: 25%;
-    cursor: pointer;
-}
-
-/* Hovering will cause a slight shift in color to make it feel interactive */
-.admonition.toggle .admonition-title:hover {
-    box-shadow: inset 0 0 0px 20px rgb(0 0 0 / 1%);
-}
-
-/* Hovering will cause a slight shift in color to make it feel interactive */
-.admonition.toggle .admonition-title:active {
-    box-shadow: inset 0 0 0px 20px rgb(0 0 0 / 3%);
-}
-
-/* Remove extra whitespace below the admonition title when hidden */
-.admonition.toggle-hidden {
-    padding-bottom: 0;
-}
-
-.admonition.toggle-hidden .admonition-title {
-    margin-bottom: 0;
-}
-
-/* hides all the content of a page until de-toggled */
-.admonition.toggle-hidden .admonition-title ~ * {
-    height: 0;
-    margin: 0;
-    opacity: 0;
-    visibility: hidden;
-}
-
-/* General button style and position*/
-button.toggle-button {
-    /**
-     * Background and shape. By default there's no background
-     * but users can style as they wish
-     */  
-    background: none;
-    border: none;
-    outline: none;
-
-    /* Positioning just inside the admonition title */
-    position: absolute;
-    right: 0.5em;
-    padding: 0px;
-    border: none;
-    outline: none;
-}
-
-/* Display the toggle hint on wide screens */
-@media (min-width: 768px) {
-    button.toggle-button.toggle-button-hidden:before {
-        content: attr(data-toggle-hint);  /* This will be filled in by JS */
-        font-size: .8em;
-        align-self: center;
-    }
-}
-
-/* Icon behavior */
-.tb-icon {
-    transition: transform .2s ease-out;
-    height: 1.5em;
-    width: 1.5em;
-    stroke: currentColor;  /* So that we inherit the color of other text */
-}
-
-/* The icon should point right when closed, down when open. */
-/* Open */
-.admonition.toggle button .tb-icon {
-    transform: rotate(90deg);
-}
-
-/* Closed */
-.admonition.toggle button.toggle-button-hidden .tb-icon {
-    transform: rotate(0deg);
-}
-
-/* With details toggles, we don't rotate the icon so it points right */
-details.toggle-details .tb-icon {
-    height: 1.4em;
-    width: 1.4em;
-    margin-top: 0.1em;  /* To center the button vertically */
-}
-
-
-/**
- * Details-based toggles.
- * In this case, we wrap elements with `.toggle` in a details block.
- */
-
-/* Details blocks */
-details.toggle-details {
-    margin: 1em 0;
-}
-
-
-details.toggle-details summary {
-    display: flex;
-    align-items: center;
-    cursor: pointer;
-    list-style: none;
-    border-radius: .2em;
-    border-left: 3px solid #1976d2;
-    background-color: rgb(204 204 204 / 10%);
-    padding: 0.2em 0.7em 0.3em 0.5em; /* Less padding on left because the SVG has left margin */
-    font-size: 0.9em;
-}
-
-details.toggle-details summary:hover {
-    background-color: rgb(204 204 204 / 20%);
-}
-
-details.toggle-details summary:active {
-    background: rgb(204 204 204 / 28%);
-}
-
-.toggle-details__summary-text {
-    margin-left: 0.2em;
-}
-
-details.toggle-details[open] summary {
-    margin-bottom: .5em;
-}
-
-details.toggle-details[open] summary .tb-icon {
-    transform: rotate(90deg);
-}
-
-details.toggle-details[open] summary ~ * {
-    animation: toggle-fade-in .3s ease-out;
-}
-
-@keyframes toggle-fade-in {
-  from {opacity: 0%;}
-  to {opacity: 100%;}
-}
-
-/* Print rules - we hide all toggle button elements at print */
-@media print {
-    /* Always hide the summary so the button doesn't show up */
-    details.toggle-details summary {
-        display: none;
-    }
-}
\ No newline at end of file
diff --git a/_preview/205/_static/togglebutton.js b/_preview/205/_static/togglebutton.js
deleted file mode 100644
index 215a7eef..00000000
--- a/_preview/205/_static/togglebutton.js
+++ /dev/null
@@ -1,187 +0,0 @@
-/**
- * Add Toggle Buttons to elements
- */
-
-let toggleChevron = `
-<svg xmlns="http://www.w3.org/2000/svg" class="tb-icon toggle-chevron-right" width="44" height="44" viewBox="0 0 24 24" stroke-width="1.5" stroke="#000000" fill="none" stroke-linecap="round" stroke-linejoin="round">
-<path stroke="none" d="M0 0h24v24H0z" fill="none"/>
-<polyline points="9 6 15 12 9 18" />
-</svg>`;
-
-var initToggleItems = () => {
-  var itemsToToggle = document.querySelectorAll(togglebuttonSelector);
-  console.log(`[togglebutton]: Adding toggle buttons to ${itemsToToggle.length} items`)
-  // Add the button to each admonition and hook up a callback to toggle visibility
-  itemsToToggle.forEach((item, index) => {
-    if (item.classList.contains("admonition")) {
-      // If it's an admonition block, then we'll add a button inside
-      // Generate unique IDs for this item
-      var toggleID = `toggle-${index}`;
-      var buttonID = `button-${toggleID}`;
-
-      item.setAttribute('id', toggleID);
-      if (!item.classList.contains("toggle")){
-        item.classList.add("toggle");
-      }
-      // This is the button that will be added to each item to trigger the toggle
-      var collapseButton = `
-        <button type="button" id="${buttonID}" class="toggle-button" data-target="${toggleID}" data-button="${buttonID}" data-toggle-hint="${toggleHintShow}" aria-label="Toggle hidden content">
-            ${toggleChevron}
-        </button>`;
-
-      title = item.querySelector(".admonition-title")
-      title.insertAdjacentHTML("beforeend", collapseButton);
-      thisButton = document.getElementById(buttonID);
-
-      // Add click handlers for the button + admonition title (if admonition)
-      admonitionTitle = document.querySelector(`#${toggleID} > .admonition-title`)
-      if (admonitionTitle) {
-        // If an admonition, then make the whole title block clickable
-        admonitionTitle.addEventListener('click', toggleClickHandler);
-        admonitionTitle.dataset.target = toggleID
-        admonitionTitle.dataset.button = buttonID
-      } else {
-        // If not an admonition then we'll listen for the button click
-        thisButton.addEventListener('click', toggleClickHandler);
-      }
-
-      // Now hide the item for this toggle button unless explicitly noted to show
-      if (!item.classList.contains("toggle-shown")) {
-        toggleHidden(thisButton);
-      }
-    } else {
-      // If not an admonition, wrap the block in a <details> block
-      // Define the structure of the details block and insert it as a sibling
-      var detailsBlock = `
-        <details class="toggle-details">
-            <summary class="toggle-details__summary">
-              ${toggleChevron}
-              <span class="toggle-details__summary-text">${toggleHintShow}</span>
-            </summary>
-        </details>`;
-      item.insertAdjacentHTML("beforebegin", detailsBlock);
-
-      // Now move the toggle-able content inside of the details block
-      details = item.previousElementSibling
-      details.appendChild(item)
-      item.classList.add("toggle-details__container")
-
-      // Set up a click trigger to change the text as needed
-      details.addEventListener('click', (click) => {
-        let parent = click.target.parentElement;
-        if (parent.tagName.toLowerCase() == "details") {
-          summary = parent.querySelector("summary");
-          details = parent;
-        } else {
-          summary = parent;
-          details = parent.parentElement;
-        }
-        // Update the inner text for the proper hint
-        if (details.open) {
-          summary.querySelector("span.toggle-details__summary-text").innerText = toggleHintShow;
-        } else {
-          summary.querySelector("span.toggle-details__summary-text").innerText = toggleHintHide;
-        }
-        
-      });
-
-      // If we have a toggle-shown class, open details block should be open
-      if (item.classList.contains("toggle-shown")) {
-        details.click();
-      }
-    }
-  })
-};
-
-// This should simply add / remove the collapsed class and change the button text
-var toggleHidden = (button) => {
-  target = button.dataset['target']
-  var itemToToggle = document.getElementById(target);
-  if (itemToToggle.classList.contains("toggle-hidden")) {
-    itemToToggle.classList.remove("toggle-hidden");
-    button.classList.remove("toggle-button-hidden");
-  } else {
-    itemToToggle.classList.add("toggle-hidden");
-    button.classList.add("toggle-button-hidden");
-  }
-}
-
-var toggleClickHandler = (click) => {
-  // Be cause the admonition title is clickable and extends to the whole admonition
-  // We only look for a click event on this title to trigger the toggle.
-
-  if (click.target.classList.contains("admonition-title")) {
-    button = click.target.querySelector(".toggle-button");
-  } else if (click.target.classList.contains("tb-icon")) {
-    // We've clicked the icon and need to search up one parent for the button
-    button = click.target.parentElement;
-  } else if (click.target.tagName == "polyline") {
-    // We've clicked the SVG elements inside the button, need to up 2 layers
-    button = click.target.parentElement.parentElement;
-  } else if (click.target.classList.contains("toggle-button")) {
-    // We've clicked the button itself and so don't need to do anything
-    button = click.target;
-  } else {
-    console.log(`[togglebutton]: Couldn't find button for ${click.target}`)
-  }
-  target = document.getElementById(button.dataset['button']);
-  toggleHidden(target);
-}
-
-// If we want to blanket-add toggle classes to certain cells
-var addToggleToSelector = () => {
-  const selector = "";
-  if (selector.length > 0) {
-    document.querySelectorAll(selector).forEach((item) => {
-      item.classList.add("toggle");
-    })
-  }
-}
-
-// Helper function to run when the DOM is finished
-const sphinxToggleRunWhenDOMLoaded = cb => {
-  if (document.readyState != 'loading') {
-    cb()
-  } else if (document.addEventListener) {
-    document.addEventListener('DOMContentLoaded', cb)
-  } else {
-    document.attachEvent('onreadystatechange', function() {
-      if (document.readyState == 'complete') cb()
-    })
-  }
-}
-sphinxToggleRunWhenDOMLoaded(addToggleToSelector)
-sphinxToggleRunWhenDOMLoaded(initToggleItems)
-
-/** Toggle details blocks to be open when printing */
-if (toggleOpenOnPrint == "true") {
-  window.addEventListener("beforeprint", () => {
-    // Open the details
-    document.querySelectorAll("details.toggle-details").forEach((el) => {
-      el.dataset["togglestatus"] = el.open;
-      el.open = true;
-    });
-  
-    // Open the admonitions
-    document.querySelectorAll(".admonition.toggle.toggle-hidden").forEach((el) => {
-      console.log(el);
-      el.querySelector("button.toggle-button").click();
-      el.dataset["toggle_after_print"] = "true";
-    });
-  });
-  window.addEventListener("afterprint", () => {
-    // Re-close the details that were closed
-    document.querySelectorAll("details.toggle-details").forEach((el) => {
-      el.open = el.dataset["togglestatus"] == "true";
-      delete el.dataset["togglestatus"];
-    });
-  
-    // Re-close the admonition toggle buttons
-    document.querySelectorAll(".admonition.toggle").forEach((el) => {
-      if (el.dataset["toggle_after_print"] == "true") {
-        el.querySelector("button.toggle-button").click();
-        delete el.dataset["toggle_after_print"];
-      }
-    });
-  });
-}
diff --git a/_preview/205/_static/underscore-1.13.1.js b/_preview/205/_static/underscore-1.13.1.js
deleted file mode 100644
index ffd77af9..00000000
--- a/_preview/205/_static/underscore-1.13.1.js
+++ /dev/null
@@ -1,2042 +0,0 @@
-(function (global, factory) {
-  typeof exports === 'object' && typeof module !== 'undefined' ? module.exports = factory() :
-  typeof define === 'function' && define.amd ? define('underscore', factory) :
-  (global = typeof globalThis !== 'undefined' ? globalThis : global || self, (function () {
-    var current = global._;
-    var exports = global._ = factory();
-    exports.noConflict = function () { global._ = current; return exports; };
-  }()));
-}(this, (function () {
-  //     Underscore.js 1.13.1
-  //     https://underscorejs.org
-  //     (c) 2009-2021 Jeremy Ashkenas, Julian Gonggrijp, and DocumentCloud and Investigative Reporters & Editors
-  //     Underscore may be freely distributed under the MIT license.
-
-  // Current version.
-  var VERSION = '1.13.1';
-
-  // Establish the root object, `window` (`self`) in the browser, `global`
-  // on the server, or `this` in some virtual machines. We use `self`
-  // instead of `window` for `WebWorker` support.
-  var root = typeof self == 'object' && self.self === self && self ||
-            typeof global == 'object' && global.global === global && global ||
-            Function('return this')() ||
-            {};
-
-  // Save bytes in the minified (but not gzipped) version:
-  var ArrayProto = Array.prototype, ObjProto = Object.prototype;
-  var SymbolProto = typeof Symbol !== 'undefined' ? Symbol.prototype : null;
-
-  // Create quick reference variables for speed access to core prototypes.
-  var push = ArrayProto.push,
-      slice = ArrayProto.slice,
-      toString = ObjProto.toString,
-      hasOwnProperty = ObjProto.hasOwnProperty;
-
-  // Modern feature detection.
-  var supportsArrayBuffer = typeof ArrayBuffer !== 'undefined',
-      supportsDataView = typeof DataView !== 'undefined';
-
-  // All **ECMAScript 5+** native function implementations that we hope to use
-  // are declared here.
-  var nativeIsArray = Array.isArray,
-      nativeKeys = Object.keys,
-      nativeCreate = Object.create,
-      nativeIsView = supportsArrayBuffer && ArrayBuffer.isView;
-
-  // Create references to these builtin functions because we override them.
-  var _isNaN = isNaN,
-      _isFinite = isFinite;
-
-  // Keys in IE < 9 that won't be iterated by `for key in ...` and thus missed.
-  var hasEnumBug = !{toString: null}.propertyIsEnumerable('toString');
-  var nonEnumerableProps = ['valueOf', 'isPrototypeOf', 'toString',
-    'propertyIsEnumerable', 'hasOwnProperty', 'toLocaleString'];
-
-  // The largest integer that can be represented exactly.
-  var MAX_ARRAY_INDEX = Math.pow(2, 53) - 1;
-
-  // Some functions take a variable number of arguments, or a few expected
-  // arguments at the beginning and then a variable number of values to operate
-  // on. This helper accumulates all remaining arguments past the function’s
-  // argument length (or an explicit `startIndex`), into an array that becomes
-  // the last argument. Similar to ES6’s "rest parameter".
-  function restArguments(func, startIndex) {
-    startIndex = startIndex == null ? func.length - 1 : +startIndex;
-    return function() {
-      var length = Math.max(arguments.length - startIndex, 0),
-          rest = Array(length),
-          index = 0;
-      for (; index < length; index++) {
-        rest[index] = arguments[index + startIndex];
-      }
-      switch (startIndex) {
-        case 0: return func.call(this, rest);
-        case 1: return func.call(this, arguments[0], rest);
-        case 2: return func.call(this, arguments[0], arguments[1], rest);
-      }
-      var args = Array(startIndex + 1);
-      for (index = 0; index < startIndex; index++) {
-        args[index] = arguments[index];
-      }
-      args[startIndex] = rest;
-      return func.apply(this, args);
-    };
-  }
-
-  // Is a given variable an object?
-  function isObject(obj) {
-    var type = typeof obj;
-    return type === 'function' || type === 'object' && !!obj;
-  }
-
-  // Is a given value equal to null?
-  function isNull(obj) {
-    return obj === null;
-  }
-
-  // Is a given variable undefined?
-  function isUndefined(obj) {
-    return obj === void 0;
-  }
-
-  // Is a given value a boolean?
-  function isBoolean(obj) {
-    return obj === true || obj === false || toString.call(obj) === '[object Boolean]';
-  }
-
-  // Is a given value a DOM element?
-  function isElement(obj) {
-    return !!(obj && obj.nodeType === 1);
-  }
-
-  // Internal function for creating a `toString`-based type tester.
-  function tagTester(name) {
-    var tag = '[object ' + name + ']';
-    return function(obj) {
-      return toString.call(obj) === tag;
-    };
-  }
-
-  var isString = tagTester('String');
-
-  var isNumber = tagTester('Number');
-
-  var isDate = tagTester('Date');
-
-  var isRegExp = tagTester('RegExp');
-
-  var isError = tagTester('Error');
-
-  var isSymbol = tagTester('Symbol');
-
-  var isArrayBuffer = tagTester('ArrayBuffer');
-
-  var isFunction = tagTester('Function');
-
-  // Optimize `isFunction` if appropriate. Work around some `typeof` bugs in old
-  // v8, IE 11 (#1621), Safari 8 (#1929), and PhantomJS (#2236).
-  var nodelist = root.document && root.document.childNodes;
-  if (typeof /./ != 'function' && typeof Int8Array != 'object' && typeof nodelist != 'function') {
-    isFunction = function(obj) {
-      return typeof obj == 'function' || false;
-    };
-  }
-
-  var isFunction$1 = isFunction;
-
-  var hasObjectTag = tagTester('Object');
-
-  // In IE 10 - Edge 13, `DataView` has string tag `'[object Object]'`.
-  // In IE 11, the most common among them, this problem also applies to
-  // `Map`, `WeakMap` and `Set`.
-  var hasStringTagBug = (
-        supportsDataView && hasObjectTag(new DataView(new ArrayBuffer(8)))
-      ),
-      isIE11 = (typeof Map !== 'undefined' && hasObjectTag(new Map));
-
-  var isDataView = tagTester('DataView');
-
-  // In IE 10 - Edge 13, we need a different heuristic
-  // to determine whether an object is a `DataView`.
-  function ie10IsDataView(obj) {
-    return obj != null && isFunction$1(obj.getInt8) && isArrayBuffer(obj.buffer);
-  }
-
-  var isDataView$1 = (hasStringTagBug ? ie10IsDataView : isDataView);
-
-  // Is a given value an array?
-  // Delegates to ECMA5's native `Array.isArray`.
-  var isArray = nativeIsArray || tagTester('Array');
-
-  // Internal function to check whether `key` is an own property name of `obj`.
-  function has$1(obj, key) {
-    return obj != null && hasOwnProperty.call(obj, key);
-  }
-
-  var isArguments = tagTester('Arguments');
-
-  // Define a fallback version of the method in browsers (ahem, IE < 9), where
-  // there isn't any inspectable "Arguments" type.
-  (function() {
-    if (!isArguments(arguments)) {
-      isArguments = function(obj) {
-        return has$1(obj, 'callee');
-      };
-    }
-  }());
-
-  var isArguments$1 = isArguments;
-
-  // Is a given object a finite number?
-  function isFinite$1(obj) {
-    return !isSymbol(obj) && _isFinite(obj) && !isNaN(parseFloat(obj));
-  }
-
-  // Is the given value `NaN`?
-  function isNaN$1(obj) {
-    return isNumber(obj) && _isNaN(obj);
-  }
-
-  // Predicate-generating function. Often useful outside of Underscore.
-  function constant(value) {
-    return function() {
-      return value;
-    };
-  }
-
-  // Common internal logic for `isArrayLike` and `isBufferLike`.
-  function createSizePropertyCheck(getSizeProperty) {
-    return function(collection) {
-      var sizeProperty = getSizeProperty(collection);
-      return typeof sizeProperty == 'number' && sizeProperty >= 0 && sizeProperty <= MAX_ARRAY_INDEX;
-    }
-  }
-
-  // Internal helper to generate a function to obtain property `key` from `obj`.
-  function shallowProperty(key) {
-    return function(obj) {
-      return obj == null ? void 0 : obj[key];
-    };
-  }
-
-  // Internal helper to obtain the `byteLength` property of an object.
-  var getByteLength = shallowProperty('byteLength');
-
-  // Internal helper to determine whether we should spend extensive checks against
-  // `ArrayBuffer` et al.
-  var isBufferLike = createSizePropertyCheck(getByteLength);
-
-  // Is a given value a typed array?
-  var typedArrayPattern = /\[object ((I|Ui)nt(8|16|32)|Float(32|64)|Uint8Clamped|Big(I|Ui)nt64)Array\]/;
-  function isTypedArray(obj) {
-    // `ArrayBuffer.isView` is the most future-proof, so use it when available.
-    // Otherwise, fall back on the above regular expression.
-    return nativeIsView ? (nativeIsView(obj) && !isDataView$1(obj)) :
-                  isBufferLike(obj) && typedArrayPattern.test(toString.call(obj));
-  }
-
-  var isTypedArray$1 = supportsArrayBuffer ? isTypedArray : constant(false);
-
-  // Internal helper to obtain the `length` property of an object.
-  var getLength = shallowProperty('length');
-
-  // Internal helper to create a simple lookup structure.
-  // `collectNonEnumProps` used to depend on `_.contains`, but this led to
-  // circular imports. `emulatedSet` is a one-off solution that only works for
-  // arrays of strings.
-  function emulatedSet(keys) {
-    var hash = {};
-    for (var l = keys.length, i = 0; i < l; ++i) hash[keys[i]] = true;
-    return {
-      contains: function(key) { return hash[key]; },
-      push: function(key) {
-        hash[key] = true;
-        return keys.push(key);
-      }
-    };
-  }
-
-  // Internal helper. Checks `keys` for the presence of keys in IE < 9 that won't
-  // be iterated by `for key in ...` and thus missed. Extends `keys` in place if
-  // needed.
-  function collectNonEnumProps(obj, keys) {
-    keys = emulatedSet(keys);
-    var nonEnumIdx = nonEnumerableProps.length;
-    var constructor = obj.constructor;
-    var proto = isFunction$1(constructor) && constructor.prototype || ObjProto;
-
-    // Constructor is a special case.
-    var prop = 'constructor';
-    if (has$1(obj, prop) && !keys.contains(prop)) keys.push(prop);
-
-    while (nonEnumIdx--) {
-      prop = nonEnumerableProps[nonEnumIdx];
-      if (prop in obj && obj[prop] !== proto[prop] && !keys.contains(prop)) {
-        keys.push(prop);
-      }
-    }
-  }
-
-  // Retrieve the names of an object's own properties.
-  // Delegates to **ECMAScript 5**'s native `Object.keys`.
-  function keys(obj) {
-    if (!isObject(obj)) return [];
-    if (nativeKeys) return nativeKeys(obj);
-    var keys = [];
-    for (var key in obj) if (has$1(obj, key)) keys.push(key);
-    // Ahem, IE < 9.
-    if (hasEnumBug) collectNonEnumProps(obj, keys);
-    return keys;
-  }
-
-  // Is a given array, string, or object empty?
-  // An "empty" object has no enumerable own-properties.
-  function isEmpty(obj) {
-    if (obj == null) return true;
-    // Skip the more expensive `toString`-based type checks if `obj` has no
-    // `.length`.
-    var length = getLength(obj);
-    if (typeof length == 'number' && (
-      isArray(obj) || isString(obj) || isArguments$1(obj)
-    )) return length === 0;
-    return getLength(keys(obj)) === 0;
-  }
-
-  // Returns whether an object has a given set of `key:value` pairs.
-  function isMatch(object, attrs) {
-    var _keys = keys(attrs), length = _keys.length;
-    if (object == null) return !length;
-    var obj = Object(object);
-    for (var i = 0; i < length; i++) {
-      var key = _keys[i];
-      if (attrs[key] !== obj[key] || !(key in obj)) return false;
-    }
-    return true;
-  }
-
-  // If Underscore is called as a function, it returns a wrapped object that can
-  // be used OO-style. This wrapper holds altered versions of all functions added
-  // through `_.mixin`. Wrapped objects may be chained.
-  function _$1(obj) {
-    if (obj instanceof _$1) return obj;
-    if (!(this instanceof _$1)) return new _$1(obj);
-    this._wrapped = obj;
-  }
-
-  _$1.VERSION = VERSION;
-
-  // Extracts the result from a wrapped and chained object.
-  _$1.prototype.value = function() {
-    return this._wrapped;
-  };
-
-  // Provide unwrapping proxies for some methods used in engine operations
-  // such as arithmetic and JSON stringification.
-  _$1.prototype.valueOf = _$1.prototype.toJSON = _$1.prototype.value;
-
-  _$1.prototype.toString = function() {
-    return String(this._wrapped);
-  };
-
-  // Internal function to wrap or shallow-copy an ArrayBuffer,
-  // typed array or DataView to a new view, reusing the buffer.
-  function toBufferView(bufferSource) {
-    return new Uint8Array(
-      bufferSource.buffer || bufferSource,
-      bufferSource.byteOffset || 0,
-      getByteLength(bufferSource)
-    );
-  }
-
-  // We use this string twice, so give it a name for minification.
-  var tagDataView = '[object DataView]';
-
-  // Internal recursive comparison function for `_.isEqual`.
-  function eq(a, b, aStack, bStack) {
-    // Identical objects are equal. `0 === -0`, but they aren't identical.
-    // See the [Harmony `egal` proposal](https://wiki.ecmascript.org/doku.php?id=harmony:egal).
-    if (a === b) return a !== 0 || 1 / a === 1 / b;
-    // `null` or `undefined` only equal to itself (strict comparison).
-    if (a == null || b == null) return false;
-    // `NaN`s are equivalent, but non-reflexive.
-    if (a !== a) return b !== b;
-    // Exhaust primitive checks
-    var type = typeof a;
-    if (type !== 'function' && type !== 'object' && typeof b != 'object') return false;
-    return deepEq(a, b, aStack, bStack);
-  }
-
-  // Internal recursive comparison function for `_.isEqual`.
-  function deepEq(a, b, aStack, bStack) {
-    // Unwrap any wrapped objects.
-    if (a instanceof _$1) a = a._wrapped;
-    if (b instanceof _$1) b = b._wrapped;
-    // Compare `[[Class]]` names.
-    var className = toString.call(a);
-    if (className !== toString.call(b)) return false;
-    // Work around a bug in IE 10 - Edge 13.
-    if (hasStringTagBug && className == '[object Object]' && isDataView$1(a)) {
-      if (!isDataView$1(b)) return false;
-      className = tagDataView;
-    }
-    switch (className) {
-      // These types are compared by value.
-      case '[object RegExp]':
-        // RegExps are coerced to strings for comparison (Note: '' + /a/i === '/a/i')
-      case '[object String]':
-        // Primitives and their corresponding object wrappers are equivalent; thus, `"5"` is
-        // equivalent to `new String("5")`.
-        return '' + a === '' + b;
-      case '[object Number]':
-        // `NaN`s are equivalent, but non-reflexive.
-        // Object(NaN) is equivalent to NaN.
-        if (+a !== +a) return +b !== +b;
-        // An `egal` comparison is performed for other numeric values.
-        return +a === 0 ? 1 / +a === 1 / b : +a === +b;
-      case '[object Date]':
-      case '[object Boolean]':
-        // Coerce dates and booleans to numeric primitive values. Dates are compared by their
-        // millisecond representations. Note that invalid dates with millisecond representations
-        // of `NaN` are not equivalent.
-        return +a === +b;
-      case '[object Symbol]':
-        return SymbolProto.valueOf.call(a) === SymbolProto.valueOf.call(b);
-      case '[object ArrayBuffer]':
-      case tagDataView:
-        // Coerce to typed array so we can fall through.
-        return deepEq(toBufferView(a), toBufferView(b), aStack, bStack);
-    }
-
-    var areArrays = className === '[object Array]';
-    if (!areArrays && isTypedArray$1(a)) {
-        var byteLength = getByteLength(a);
-        if (byteLength !== getByteLength(b)) return false;
-        if (a.buffer === b.buffer && a.byteOffset === b.byteOffset) return true;
-        areArrays = true;
-    }
-    if (!areArrays) {
-      if (typeof a != 'object' || typeof b != 'object') return false;
-
-      // Objects with different constructors are not equivalent, but `Object`s or `Array`s
-      // from different frames are.
-      var aCtor = a.constructor, bCtor = b.constructor;
-      if (aCtor !== bCtor && !(isFunction$1(aCtor) && aCtor instanceof aCtor &&
-                               isFunction$1(bCtor) && bCtor instanceof bCtor)
-                          && ('constructor' in a && 'constructor' in b)) {
-        return false;
-      }
-    }
-    // Assume equality for cyclic structures. The algorithm for detecting cyclic
-    // structures is adapted from ES 5.1 section 15.12.3, abstract operation `JO`.
-
-    // Initializing stack of traversed objects.
-    // It's done here since we only need them for objects and arrays comparison.
-    aStack = aStack || [];
-    bStack = bStack || [];
-    var length = aStack.length;
-    while (length--) {
-      // Linear search. Performance is inversely proportional to the number of
-      // unique nested structures.
-      if (aStack[length] === a) return bStack[length] === b;
-    }
-
-    // Add the first object to the stack of traversed objects.
-    aStack.push(a);
-    bStack.push(b);
-
-    // Recursively compare objects and arrays.
-    if (areArrays) {
-      // Compare array lengths to determine if a deep comparison is necessary.
-      length = a.length;
-      if (length !== b.length) return false;
-      // Deep compare the contents, ignoring non-numeric properties.
-      while (length--) {
-        if (!eq(a[length], b[length], aStack, bStack)) return false;
-      }
-    } else {
-      // Deep compare objects.
-      var _keys = keys(a), key;
-      length = _keys.length;
-      // Ensure that both objects contain the same number of properties before comparing deep equality.
-      if (keys(b).length !== length) return false;
-      while (length--) {
-        // Deep compare each member
-        key = _keys[length];
-        if (!(has$1(b, key) && eq(a[key], b[key], aStack, bStack))) return false;
-      }
-    }
-    // Remove the first object from the stack of traversed objects.
-    aStack.pop();
-    bStack.pop();
-    return true;
-  }
-
-  // Perform a deep comparison to check if two objects are equal.
-  function isEqual(a, b) {
-    return eq(a, b);
-  }
-
-  // Retrieve all the enumerable property names of an object.
-  function allKeys(obj) {
-    if (!isObject(obj)) return [];
-    var keys = [];
-    for (var key in obj) keys.push(key);
-    // Ahem, IE < 9.
-    if (hasEnumBug) collectNonEnumProps(obj, keys);
-    return keys;
-  }
-
-  // Since the regular `Object.prototype.toString` type tests don't work for
-  // some types in IE 11, we use a fingerprinting heuristic instead, based
-  // on the methods. It's not great, but it's the best we got.
-  // The fingerprint method lists are defined below.
-  function ie11fingerprint(methods) {
-    var length = getLength(methods);
-    return function(obj) {
-      if (obj == null) return false;
-      // `Map`, `WeakMap` and `Set` have no enumerable keys.
-      var keys = allKeys(obj);
-      if (getLength(keys)) return false;
-      for (var i = 0; i < length; i++) {
-        if (!isFunction$1(obj[methods[i]])) return false;
-      }
-      // If we are testing against `WeakMap`, we need to ensure that
-      // `obj` doesn't have a `forEach` method in order to distinguish
-      // it from a regular `Map`.
-      return methods !== weakMapMethods || !isFunction$1(obj[forEachName]);
-    };
-  }
-
-  // In the interest of compact minification, we write
-  // each string in the fingerprints only once.
-  var forEachName = 'forEach',
-      hasName = 'has',
-      commonInit = ['clear', 'delete'],
-      mapTail = ['get', hasName, 'set'];
-
-  // `Map`, `WeakMap` and `Set` each have slightly different
-  // combinations of the above sublists.
-  var mapMethods = commonInit.concat(forEachName, mapTail),
-      weakMapMethods = commonInit.concat(mapTail),
-      setMethods = ['add'].concat(commonInit, forEachName, hasName);
-
-  var isMap = isIE11 ? ie11fingerprint(mapMethods) : tagTester('Map');
-
-  var isWeakMap = isIE11 ? ie11fingerprint(weakMapMethods) : tagTester('WeakMap');
-
-  var isSet = isIE11 ? ie11fingerprint(setMethods) : tagTester('Set');
-
-  var isWeakSet = tagTester('WeakSet');
-
-  // Retrieve the values of an object's properties.
-  function values(obj) {
-    var _keys = keys(obj);
-    var length = _keys.length;
-    var values = Array(length);
-    for (var i = 0; i < length; i++) {
-      values[i] = obj[_keys[i]];
-    }
-    return values;
-  }
-
-  // Convert an object into a list of `[key, value]` pairs.
-  // The opposite of `_.object` with one argument.
-  function pairs(obj) {
-    var _keys = keys(obj);
-    var length = _keys.length;
-    var pairs = Array(length);
-    for (var i = 0; i < length; i++) {
-      pairs[i] = [_keys[i], obj[_keys[i]]];
-    }
-    return pairs;
-  }
-
-  // Invert the keys and values of an object. The values must be serializable.
-  function invert(obj) {
-    var result = {};
-    var _keys = keys(obj);
-    for (var i = 0, length = _keys.length; i < length; i++) {
-      result[obj[_keys[i]]] = _keys[i];
-    }
-    return result;
-  }
-
-  // Return a sorted list of the function names available on the object.
-  function functions(obj) {
-    var names = [];
-    for (var key in obj) {
-      if (isFunction$1(obj[key])) names.push(key);
-    }
-    return names.sort();
-  }
-
-  // An internal function for creating assigner functions.
-  function createAssigner(keysFunc, defaults) {
-    return function(obj) {
-      var length = arguments.length;
-      if (defaults) obj = Object(obj);
-      if (length < 2 || obj == null) return obj;
-      for (var index = 1; index < length; index++) {
-        var source = arguments[index],
-            keys = keysFunc(source),
-            l = keys.length;
-        for (var i = 0; i < l; i++) {
-          var key = keys[i];
-          if (!defaults || obj[key] === void 0) obj[key] = source[key];
-        }
-      }
-      return obj;
-    };
-  }
-
-  // Extend a given object with all the properties in passed-in object(s).
-  var extend = createAssigner(allKeys);
-
-  // Assigns a given object with all the own properties in the passed-in
-  // object(s).
-  // (https://developer.mozilla.org/docs/Web/JavaScript/Reference/Global_Objects/Object/assign)
-  var extendOwn = createAssigner(keys);
-
-  // Fill in a given object with default properties.
-  var defaults = createAssigner(allKeys, true);
-
-  // Create a naked function reference for surrogate-prototype-swapping.
-  function ctor() {
-    return function(){};
-  }
-
-  // An internal function for creating a new object that inherits from another.
-  function baseCreate(prototype) {
-    if (!isObject(prototype)) return {};
-    if (nativeCreate) return nativeCreate(prototype);
-    var Ctor = ctor();
-    Ctor.prototype = prototype;
-    var result = new Ctor;
-    Ctor.prototype = null;
-    return result;
-  }
-
-  // Creates an object that inherits from the given prototype object.
-  // If additional properties are provided then they will be added to the
-  // created object.
-  function create(prototype, props) {
-    var result = baseCreate(prototype);
-    if (props) extendOwn(result, props);
-    return result;
-  }
-
-  // Create a (shallow-cloned) duplicate of an object.
-  function clone(obj) {
-    if (!isObject(obj)) return obj;
-    return isArray(obj) ? obj.slice() : extend({}, obj);
-  }
-
-  // Invokes `interceptor` with the `obj` and then returns `obj`.
-  // The primary purpose of this method is to "tap into" a method chain, in
-  // order to perform operations on intermediate results within the chain.
-  function tap(obj, interceptor) {
-    interceptor(obj);
-    return obj;
-  }
-
-  // Normalize a (deep) property `path` to array.
-  // Like `_.iteratee`, this function can be customized.
-  function toPath$1(path) {
-    return isArray(path) ? path : [path];
-  }
-  _$1.toPath = toPath$1;
-
-  // Internal wrapper for `_.toPath` to enable minification.
-  // Similar to `cb` for `_.iteratee`.
-  function toPath(path) {
-    return _$1.toPath(path);
-  }
-
-  // Internal function to obtain a nested property in `obj` along `path`.
-  function deepGet(obj, path) {
-    var length = path.length;
-    for (var i = 0; i < length; i++) {
-      if (obj == null) return void 0;
-      obj = obj[path[i]];
-    }
-    return length ? obj : void 0;
-  }
-
-  // Get the value of the (deep) property on `path` from `object`.
-  // If any property in `path` does not exist or if the value is
-  // `undefined`, return `defaultValue` instead.
-  // The `path` is normalized through `_.toPath`.
-  function get(object, path, defaultValue) {
-    var value = deepGet(object, toPath(path));
-    return isUndefined(value) ? defaultValue : value;
-  }
-
-  // Shortcut function for checking if an object has a given property directly on
-  // itself (in other words, not on a prototype). Unlike the internal `has`
-  // function, this public version can also traverse nested properties.
-  function has(obj, path) {
-    path = toPath(path);
-    var length = path.length;
-    for (var i = 0; i < length; i++) {
-      var key = path[i];
-      if (!has$1(obj, key)) return false;
-      obj = obj[key];
-    }
-    return !!length;
-  }
-
-  // Keep the identity function around for default iteratees.
-  function identity(value) {
-    return value;
-  }
-
-  // Returns a predicate for checking whether an object has a given set of
-  // `key:value` pairs.
-  function matcher(attrs) {
-    attrs = extendOwn({}, attrs);
-    return function(obj) {
-      return isMatch(obj, attrs);
-    };
-  }
-
-  // Creates a function that, when passed an object, will traverse that object’s
-  // properties down the given `path`, specified as an array of keys or indices.
-  function property(path) {
-    path = toPath(path);
-    return function(obj) {
-      return deepGet(obj, path);
-    };
-  }
-
-  // Internal function that returns an efficient (for current engines) version
-  // of the passed-in callback, to be repeatedly applied in other Underscore
-  // functions.
-  function optimizeCb(func, context, argCount) {
-    if (context === void 0) return func;
-    switch (argCount == null ? 3 : argCount) {
-      case 1: return function(value) {
-        return func.call(context, value);
-      };
-      // The 2-argument case is omitted because we’re not using it.
-      case 3: return function(value, index, collection) {
-        return func.call(context, value, index, collection);
-      };
-      case 4: return function(accumulator, value, index, collection) {
-        return func.call(context, accumulator, value, index, collection);
-      };
-    }
-    return function() {
-      return func.apply(context, arguments);
-    };
-  }
-
-  // An internal function to generate callbacks that can be applied to each
-  // element in a collection, returning the desired result — either `_.identity`,
-  // an arbitrary callback, a property matcher, or a property accessor.
-  function baseIteratee(value, context, argCount) {
-    if (value == null) return identity;
-    if (isFunction$1(value)) return optimizeCb(value, context, argCount);
-    if (isObject(value) && !isArray(value)) return matcher(value);
-    return property(value);
-  }
-
-  // External wrapper for our callback generator. Users may customize
-  // `_.iteratee` if they want additional predicate/iteratee shorthand styles.
-  // This abstraction hides the internal-only `argCount` argument.
-  function iteratee(value, context) {
-    return baseIteratee(value, context, Infinity);
-  }
-  _$1.iteratee = iteratee;
-
-  // The function we call internally to generate a callback. It invokes
-  // `_.iteratee` if overridden, otherwise `baseIteratee`.
-  function cb(value, context, argCount) {
-    if (_$1.iteratee !== iteratee) return _$1.iteratee(value, context);
-    return baseIteratee(value, context, argCount);
-  }
-
-  // Returns the results of applying the `iteratee` to each element of `obj`.
-  // In contrast to `_.map` it returns an object.
-  function mapObject(obj, iteratee, context) {
-    iteratee = cb(iteratee, context);
-    var _keys = keys(obj),
-        length = _keys.length,
-        results = {};
-    for (var index = 0; index < length; index++) {
-      var currentKey = _keys[index];
-      results[currentKey] = iteratee(obj[currentKey], currentKey, obj);
-    }
-    return results;
-  }
-
-  // Predicate-generating function. Often useful outside of Underscore.
-  function noop(){}
-
-  // Generates a function for a given object that returns a given property.
-  function propertyOf(obj) {
-    if (obj == null) return noop;
-    return function(path) {
-      return get(obj, path);
-    };
-  }
-
-  // Run a function **n** times.
-  function times(n, iteratee, context) {
-    var accum = Array(Math.max(0, n));
-    iteratee = optimizeCb(iteratee, context, 1);
-    for (var i = 0; i < n; i++) accum[i] = iteratee(i);
-    return accum;
-  }
-
-  // Return a random integer between `min` and `max` (inclusive).
-  function random(min, max) {
-    if (max == null) {
-      max = min;
-      min = 0;
-    }
-    return min + Math.floor(Math.random() * (max - min + 1));
-  }
-
-  // A (possibly faster) way to get the current timestamp as an integer.
-  var now = Date.now || function() {
-    return new Date().getTime();
-  };
-
-  // Internal helper to generate functions for escaping and unescaping strings
-  // to/from HTML interpolation.
-  function createEscaper(map) {
-    var escaper = function(match) {
-      return map[match];
-    };
-    // Regexes for identifying a key that needs to be escaped.
-    var source = '(?:' + keys(map).join('|') + ')';
-    var testRegexp = RegExp(source);
-    var replaceRegexp = RegExp(source, 'g');
-    return function(string) {
-      string = string == null ? '' : '' + string;
-      return testRegexp.test(string) ? string.replace(replaceRegexp, escaper) : string;
-    };
-  }
-
-  // Internal list of HTML entities for escaping.
-  var escapeMap = {
-    '&': '&amp;',
-    '<': '&lt;',
-    '>': '&gt;',
-    '"': '&quot;',
-    "'": '&#x27;',
-    '`': '&#x60;'
-  };
-
-  // Function for escaping strings to HTML interpolation.
-  var _escape = createEscaper(escapeMap);
-
-  // Internal list of HTML entities for unescaping.
-  var unescapeMap = invert(escapeMap);
-
-  // Function for unescaping strings from HTML interpolation.
-  var _unescape = createEscaper(unescapeMap);
-
-  // By default, Underscore uses ERB-style template delimiters. Change the
-  // following template settings to use alternative delimiters.
-  var templateSettings = _$1.templateSettings = {
-    evaluate: /<%([\s\S]+?)%>/g,
-    interpolate: /<%=([\s\S]+?)%>/g,
-    escape: /<%-([\s\S]+?)%>/g
-  };
-
-  // When customizing `_.templateSettings`, if you don't want to define an
-  // interpolation, evaluation or escaping regex, we need one that is
-  // guaranteed not to match.
-  var noMatch = /(.)^/;
-
-  // Certain characters need to be escaped so that they can be put into a
-  // string literal.
-  var escapes = {
-    "'": "'",
-    '\\': '\\',
-    '\r': 'r',
-    '\n': 'n',
-    '\u2028': 'u2028',
-    '\u2029': 'u2029'
-  };
-
-  var escapeRegExp = /\\|'|\r|\n|\u2028|\u2029/g;
-
-  function escapeChar(match) {
-    return '\\' + escapes[match];
-  }
-
-  // In order to prevent third-party code injection through
-  // `_.templateSettings.variable`, we test it against the following regular
-  // expression. It is intentionally a bit more liberal than just matching valid
-  // identifiers, but still prevents possible loopholes through defaults or
-  // destructuring assignment.
-  var bareIdentifier = /^\s*(\w|\$)+\s*$/;
-
-  // JavaScript micro-templating, similar to John Resig's implementation.
-  // Underscore templating handles arbitrary delimiters, preserves whitespace,
-  // and correctly escapes quotes within interpolated code.
-  // NB: `oldSettings` only exists for backwards compatibility.
-  function template(text, settings, oldSettings) {
-    if (!settings && oldSettings) settings = oldSettings;
-    settings = defaults({}, settings, _$1.templateSettings);
-
-    // Combine delimiters into one regular expression via alternation.
-    var matcher = RegExp([
-      (settings.escape || noMatch).source,
-      (settings.interpolate || noMatch).source,
-      (settings.evaluate || noMatch).source
-    ].join('|') + '|$', 'g');
-
-    // Compile the template source, escaping string literals appropriately.
-    var index = 0;
-    var source = "__p+='";
-    text.replace(matcher, function(match, escape, interpolate, evaluate, offset) {
-      source += text.slice(index, offset).replace(escapeRegExp, escapeChar);
-      index = offset + match.length;
-
-      if (escape) {
-        source += "'+\n((__t=(" + escape + "))==null?'':_.escape(__t))+\n'";
-      } else if (interpolate) {
-        source += "'+\n((__t=(" + interpolate + "))==null?'':__t)+\n'";
-      } else if (evaluate) {
-        source += "';\n" + evaluate + "\n__p+='";
-      }
-
-      // Adobe VMs need the match returned to produce the correct offset.
-      return match;
-    });
-    source += "';\n";
-
-    var argument = settings.variable;
-    if (argument) {
-      // Insure against third-party code injection. (CVE-2021-23358)
-      if (!bareIdentifier.test(argument)) throw new Error(
-        'variable is not a bare identifier: ' + argument
-      );
-    } else {
-      // If a variable is not specified, place data values in local scope.
-      source = 'with(obj||{}){\n' + source + '}\n';
-      argument = 'obj';
-    }
-
-    source = "var __t,__p='',__j=Array.prototype.join," +
-      "print=function(){__p+=__j.call(arguments,'');};\n" +
-      source + 'return __p;\n';
-
-    var render;
-    try {
-      render = new Function(argument, '_', source);
-    } catch (e) {
-      e.source = source;
-      throw e;
-    }
-
-    var template = function(data) {
-      return render.call(this, data, _$1);
-    };
-
-    // Provide the compiled source as a convenience for precompilation.
-    template.source = 'function(' + argument + '){\n' + source + '}';
-
-    return template;
-  }
-
-  // Traverses the children of `obj` along `path`. If a child is a function, it
-  // is invoked with its parent as context. Returns the value of the final
-  // child, or `fallback` if any child is undefined.
-  function result(obj, path, fallback) {
-    path = toPath(path);
-    var length = path.length;
-    if (!length) {
-      return isFunction$1(fallback) ? fallback.call(obj) : fallback;
-    }
-    for (var i = 0; i < length; i++) {
-      var prop = obj == null ? void 0 : obj[path[i]];
-      if (prop === void 0) {
-        prop = fallback;
-        i = length; // Ensure we don't continue iterating.
-      }
-      obj = isFunction$1(prop) ? prop.call(obj) : prop;
-    }
-    return obj;
-  }
-
-  // Generate a unique integer id (unique within the entire client session).
-  // Useful for temporary DOM ids.
-  var idCounter = 0;
-  function uniqueId(prefix) {
-    var id = ++idCounter + '';
-    return prefix ? prefix + id : id;
-  }
-
-  // Start chaining a wrapped Underscore object.
-  function chain(obj) {
-    var instance = _$1(obj);
-    instance._chain = true;
-    return instance;
-  }
-
-  // Internal function to execute `sourceFunc` bound to `context` with optional
-  // `args`. Determines whether to execute a function as a constructor or as a
-  // normal function.
-  function executeBound(sourceFunc, boundFunc, context, callingContext, args) {
-    if (!(callingContext instanceof boundFunc)) return sourceFunc.apply(context, args);
-    var self = baseCreate(sourceFunc.prototype);
-    var result = sourceFunc.apply(self, args);
-    if (isObject(result)) return result;
-    return self;
-  }
-
-  // Partially apply a function by creating a version that has had some of its
-  // arguments pre-filled, without changing its dynamic `this` context. `_` acts
-  // as a placeholder by default, allowing any combination of arguments to be
-  // pre-filled. Set `_.partial.placeholder` for a custom placeholder argument.
-  var partial = restArguments(function(func, boundArgs) {
-    var placeholder = partial.placeholder;
-    var bound = function() {
-      var position = 0, length = boundArgs.length;
-      var args = Array(length);
-      for (var i = 0; i < length; i++) {
-        args[i] = boundArgs[i] === placeholder ? arguments[position++] : boundArgs[i];
-      }
-      while (position < arguments.length) args.push(arguments[position++]);
-      return executeBound(func, bound, this, this, args);
-    };
-    return bound;
-  });
-
-  partial.placeholder = _$1;
-
-  // Create a function bound to a given object (assigning `this`, and arguments,
-  // optionally).
-  var bind = restArguments(function(func, context, args) {
-    if (!isFunction$1(func)) throw new TypeError('Bind must be called on a function');
-    var bound = restArguments(function(callArgs) {
-      return executeBound(func, bound, context, this, args.concat(callArgs));
-    });
-    return bound;
-  });
-
-  // Internal helper for collection methods to determine whether a collection
-  // should be iterated as an array or as an object.
-  // Related: https://people.mozilla.org/~jorendorff/es6-draft.html#sec-tolength
-  // Avoids a very nasty iOS 8 JIT bug on ARM-64. #2094
-  var isArrayLike = createSizePropertyCheck(getLength);
-
-  // Internal implementation of a recursive `flatten` function.
-  function flatten$1(input, depth, strict, output) {
-    output = output || [];
-    if (!depth && depth !== 0) {
-      depth = Infinity;
-    } else if (depth <= 0) {
-      return output.concat(input);
-    }
-    var idx = output.length;
-    for (var i = 0, length = getLength(input); i < length; i++) {
-      var value = input[i];
-      if (isArrayLike(value) && (isArray(value) || isArguments$1(value))) {
-        // Flatten current level of array or arguments object.
-        if (depth > 1) {
-          flatten$1(value, depth - 1, strict, output);
-          idx = output.length;
-        } else {
-          var j = 0, len = value.length;
-          while (j < len) output[idx++] = value[j++];
-        }
-      } else if (!strict) {
-        output[idx++] = value;
-      }
-    }
-    return output;
-  }
-
-  // Bind a number of an object's methods to that object. Remaining arguments
-  // are the method names to be bound. Useful for ensuring that all callbacks
-  // defined on an object belong to it.
-  var bindAll = restArguments(function(obj, keys) {
-    keys = flatten$1(keys, false, false);
-    var index = keys.length;
-    if (index < 1) throw new Error('bindAll must be passed function names');
-    while (index--) {
-      var key = keys[index];
-      obj[key] = bind(obj[key], obj);
-    }
-    return obj;
-  });
-
-  // Memoize an expensive function by storing its results.
-  function memoize(func, hasher) {
-    var memoize = function(key) {
-      var cache = memoize.cache;
-      var address = '' + (hasher ? hasher.apply(this, arguments) : key);
-      if (!has$1(cache, address)) cache[address] = func.apply(this, arguments);
-      return cache[address];
-    };
-    memoize.cache = {};
-    return memoize;
-  }
-
-  // Delays a function for the given number of milliseconds, and then calls
-  // it with the arguments supplied.
-  var delay = restArguments(function(func, wait, args) {
-    return setTimeout(function() {
-      return func.apply(null, args);
-    }, wait);
-  });
-
-  // Defers a function, scheduling it to run after the current call stack has
-  // cleared.
-  var defer = partial(delay, _$1, 1);
-
-  // Returns a function, that, when invoked, will only be triggered at most once
-  // during a given window of time. Normally, the throttled function will run
-  // as much as it can, without ever going more than once per `wait` duration;
-  // but if you'd like to disable the execution on the leading edge, pass
-  // `{leading: false}`. To disable execution on the trailing edge, ditto.
-  function throttle(func, wait, options) {
-    var timeout, context, args, result;
-    var previous = 0;
-    if (!options) options = {};
-
-    var later = function() {
-      previous = options.leading === false ? 0 : now();
-      timeout = null;
-      result = func.apply(context, args);
-      if (!timeout) context = args = null;
-    };
-
-    var throttled = function() {
-      var _now = now();
-      if (!previous && options.leading === false) previous = _now;
-      var remaining = wait - (_now - previous);
-      context = this;
-      args = arguments;
-      if (remaining <= 0 || remaining > wait) {
-        if (timeout) {
-          clearTimeout(timeout);
-          timeout = null;
-        }
-        previous = _now;
-        result = func.apply(context, args);
-        if (!timeout) context = args = null;
-      } else if (!timeout && options.trailing !== false) {
-        timeout = setTimeout(later, remaining);
-      }
-      return result;
-    };
-
-    throttled.cancel = function() {
-      clearTimeout(timeout);
-      previous = 0;
-      timeout = context = args = null;
-    };
-
-    return throttled;
-  }
-
-  // When a sequence of calls of the returned function ends, the argument
-  // function is triggered. The end of a sequence is defined by the `wait`
-  // parameter. If `immediate` is passed, the argument function will be
-  // triggered at the beginning of the sequence instead of at the end.
-  function debounce(func, wait, immediate) {
-    var timeout, previous, args, result, context;
-
-    var later = function() {
-      var passed = now() - previous;
-      if (wait > passed) {
-        timeout = setTimeout(later, wait - passed);
-      } else {
-        timeout = null;
-        if (!immediate) result = func.apply(context, args);
-        // This check is needed because `func` can recursively invoke `debounced`.
-        if (!timeout) args = context = null;
-      }
-    };
-
-    var debounced = restArguments(function(_args) {
-      context = this;
-      args = _args;
-      previous = now();
-      if (!timeout) {
-        timeout = setTimeout(later, wait);
-        if (immediate) result = func.apply(context, args);
-      }
-      return result;
-    });
-
-    debounced.cancel = function() {
-      clearTimeout(timeout);
-      timeout = args = context = null;
-    };
-
-    return debounced;
-  }
-
-  // Returns the first function passed as an argument to the second,
-  // allowing you to adjust arguments, run code before and after, and
-  // conditionally execute the original function.
-  function wrap(func, wrapper) {
-    return partial(wrapper, func);
-  }
-
-  // Returns a negated version of the passed-in predicate.
-  function negate(predicate) {
-    return function() {
-      return !predicate.apply(this, arguments);
-    };
-  }
-
-  // Returns a function that is the composition of a list of functions, each
-  // consuming the return value of the function that follows.
-  function compose() {
-    var args = arguments;
-    var start = args.length - 1;
-    return function() {
-      var i = start;
-      var result = args[start].apply(this, arguments);
-      while (i--) result = args[i].call(this, result);
-      return result;
-    };
-  }
-
-  // Returns a function that will only be executed on and after the Nth call.
-  function after(times, func) {
-    return function() {
-      if (--times < 1) {
-        return func.apply(this, arguments);
-      }
-    };
-  }
-
-  // Returns a function that will only be executed up to (but not including) the
-  // Nth call.
-  function before(times, func) {
-    var memo;
-    return function() {
-      if (--times > 0) {
-        memo = func.apply(this, arguments);
-      }
-      if (times <= 1) func = null;
-      return memo;
-    };
-  }
-
-  // Returns a function that will be executed at most one time, no matter how
-  // often you call it. Useful for lazy initialization.
-  var once = partial(before, 2);
-
-  // Returns the first key on an object that passes a truth test.
-  function findKey(obj, predicate, context) {
-    predicate = cb(predicate, context);
-    var _keys = keys(obj), key;
-    for (var i = 0, length = _keys.length; i < length; i++) {
-      key = _keys[i];
-      if (predicate(obj[key], key, obj)) return key;
-    }
-  }
-
-  // Internal function to generate `_.findIndex` and `_.findLastIndex`.
-  function createPredicateIndexFinder(dir) {
-    return function(array, predicate, context) {
-      predicate = cb(predicate, context);
-      var length = getLength(array);
-      var index = dir > 0 ? 0 : length - 1;
-      for (; index >= 0 && index < length; index += dir) {
-        if (predicate(array[index], index, array)) return index;
-      }
-      return -1;
-    };
-  }
-
-  // Returns the first index on an array-like that passes a truth test.
-  var findIndex = createPredicateIndexFinder(1);
-
-  // Returns the last index on an array-like that passes a truth test.
-  var findLastIndex = createPredicateIndexFinder(-1);
-
-  // Use a comparator function to figure out the smallest index at which
-  // an object should be inserted so as to maintain order. Uses binary search.
-  function sortedIndex(array, obj, iteratee, context) {
-    iteratee = cb(iteratee, context, 1);
-    var value = iteratee(obj);
-    var low = 0, high = getLength(array);
-    while (low < high) {
-      var mid = Math.floor((low + high) / 2);
-      if (iteratee(array[mid]) < value) low = mid + 1; else high = mid;
-    }
-    return low;
-  }
-
-  // Internal function to generate the `_.indexOf` and `_.lastIndexOf` functions.
-  function createIndexFinder(dir, predicateFind, sortedIndex) {
-    return function(array, item, idx) {
-      var i = 0, length = getLength(array);
-      if (typeof idx == 'number') {
-        if (dir > 0) {
-          i = idx >= 0 ? idx : Math.max(idx + length, i);
-        } else {
-          length = idx >= 0 ? Math.min(idx + 1, length) : idx + length + 1;
-        }
-      } else if (sortedIndex && idx && length) {
-        idx = sortedIndex(array, item);
-        return array[idx] === item ? idx : -1;
-      }
-      if (item !== item) {
-        idx = predicateFind(slice.call(array, i, length), isNaN$1);
-        return idx >= 0 ? idx + i : -1;
-      }
-      for (idx = dir > 0 ? i : length - 1; idx >= 0 && idx < length; idx += dir) {
-        if (array[idx] === item) return idx;
-      }
-      return -1;
-    };
-  }
-
-  // Return the position of the first occurrence of an item in an array,
-  // or -1 if the item is not included in the array.
-  // If the array is large and already in sort order, pass `true`
-  // for **isSorted** to use binary search.
-  var indexOf = createIndexFinder(1, findIndex, sortedIndex);
-
-  // Return the position of the last occurrence of an item in an array,
-  // or -1 if the item is not included in the array.
-  var lastIndexOf = createIndexFinder(-1, findLastIndex);
-
-  // Return the first value which passes a truth test.
-  function find(obj, predicate, context) {
-    var keyFinder = isArrayLike(obj) ? findIndex : findKey;
-    var key = keyFinder(obj, predicate, context);
-    if (key !== void 0 && key !== -1) return obj[key];
-  }
-
-  // Convenience version of a common use case of `_.find`: getting the first
-  // object containing specific `key:value` pairs.
-  function findWhere(obj, attrs) {
-    return find(obj, matcher(attrs));
-  }
-
-  // The cornerstone for collection functions, an `each`
-  // implementation, aka `forEach`.
-  // Handles raw objects in addition to array-likes. Treats all
-  // sparse array-likes as if they were dense.
-  function each(obj, iteratee, context) {
-    iteratee = optimizeCb(iteratee, context);
-    var i, length;
-    if (isArrayLike(obj)) {
-      for (i = 0, length = obj.length; i < length; i++) {
-        iteratee(obj[i], i, obj);
-      }
-    } else {
-      var _keys = keys(obj);
-      for (i = 0, length = _keys.length; i < length; i++) {
-        iteratee(obj[_keys[i]], _keys[i], obj);
-      }
-    }
-    return obj;
-  }
-
-  // Return the results of applying the iteratee to each element.
-  function map(obj, iteratee, context) {
-    iteratee = cb(iteratee, context);
-    var _keys = !isArrayLike(obj) && keys(obj),
-        length = (_keys || obj).length,
-        results = Array(length);
-    for (var index = 0; index < length; index++) {
-      var currentKey = _keys ? _keys[index] : index;
-      results[index] = iteratee(obj[currentKey], currentKey, obj);
-    }
-    return results;
-  }
-
-  // Internal helper to create a reducing function, iterating left or right.
-  function createReduce(dir) {
-    // Wrap code that reassigns argument variables in a separate function than
-    // the one that accesses `arguments.length` to avoid a perf hit. (#1991)
-    var reducer = function(obj, iteratee, memo, initial) {
-      var _keys = !isArrayLike(obj) && keys(obj),
-          length = (_keys || obj).length,
-          index = dir > 0 ? 0 : length - 1;
-      if (!initial) {
-        memo = obj[_keys ? _keys[index] : index];
-        index += dir;
-      }
-      for (; index >= 0 && index < length; index += dir) {
-        var currentKey = _keys ? _keys[index] : index;
-        memo = iteratee(memo, obj[currentKey], currentKey, obj);
-      }
-      return memo;
-    };
-
-    return function(obj, iteratee, memo, context) {
-      var initial = arguments.length >= 3;
-      return reducer(obj, optimizeCb(iteratee, context, 4), memo, initial);
-    };
-  }
-
-  // **Reduce** builds up a single result from a list of values, aka `inject`,
-  // or `foldl`.
-  var reduce = createReduce(1);
-
-  // The right-associative version of reduce, also known as `foldr`.
-  var reduceRight = createReduce(-1);
-
-  // Return all the elements that pass a truth test.
-  function filter(obj, predicate, context) {
-    var results = [];
-    predicate = cb(predicate, context);
-    each(obj, function(value, index, list) {
-      if (predicate(value, index, list)) results.push(value);
-    });
-    return results;
-  }
-
-  // Return all the elements for which a truth test fails.
-  function reject(obj, predicate, context) {
-    return filter(obj, negate(cb(predicate)), context);
-  }
-
-  // Determine whether all of the elements pass a truth test.
-  function every(obj, predicate, context) {
-    predicate = cb(predicate, context);
-    var _keys = !isArrayLike(obj) && keys(obj),
-        length = (_keys || obj).length;
-    for (var index = 0; index < length; index++) {
-      var currentKey = _keys ? _keys[index] : index;
-      if (!predicate(obj[currentKey], currentKey, obj)) return false;
-    }
-    return true;
-  }
-
-  // Determine if at least one element in the object passes a truth test.
-  function some(obj, predicate, context) {
-    predicate = cb(predicate, context);
-    var _keys = !isArrayLike(obj) && keys(obj),
-        length = (_keys || obj).length;
-    for (var index = 0; index < length; index++) {
-      var currentKey = _keys ? _keys[index] : index;
-      if (predicate(obj[currentKey], currentKey, obj)) return true;
-    }
-    return false;
-  }
-
-  // Determine if the array or object contains a given item (using `===`).
-  function contains(obj, item, fromIndex, guard) {
-    if (!isArrayLike(obj)) obj = values(obj);
-    if (typeof fromIndex != 'number' || guard) fromIndex = 0;
-    return indexOf(obj, item, fromIndex) >= 0;
-  }
-
-  // Invoke a method (with arguments) on every item in a collection.
-  var invoke = restArguments(function(obj, path, args) {
-    var contextPath, func;
-    if (isFunction$1(path)) {
-      func = path;
-    } else {
-      path = toPath(path);
-      contextPath = path.slice(0, -1);
-      path = path[path.length - 1];
-    }
-    return map(obj, function(context) {
-      var method = func;
-      if (!method) {
-        if (contextPath && contextPath.length) {
-          context = deepGet(context, contextPath);
-        }
-        if (context == null) return void 0;
-        method = context[path];
-      }
-      return method == null ? method : method.apply(context, args);
-    });
-  });
-
-  // Convenience version of a common use case of `_.map`: fetching a property.
-  function pluck(obj, key) {
-    return map(obj, property(key));
-  }
-
-  // Convenience version of a common use case of `_.filter`: selecting only
-  // objects containing specific `key:value` pairs.
-  function where(obj, attrs) {
-    return filter(obj, matcher(attrs));
-  }
-
-  // Return the maximum element (or element-based computation).
-  function max(obj, iteratee, context) {
-    var result = -Infinity, lastComputed = -Infinity,
-        value, computed;
-    if (iteratee == null || typeof iteratee == 'number' && typeof obj[0] != 'object' && obj != null) {
-      obj = isArrayLike(obj) ? obj : values(obj);
-      for (var i = 0, length = obj.length; i < length; i++) {
-        value = obj[i];
-        if (value != null && value > result) {
-          result = value;
-        }
-      }
-    } else {
-      iteratee = cb(iteratee, context);
-      each(obj, function(v, index, list) {
-        computed = iteratee(v, index, list);
-        if (computed > lastComputed || computed === -Infinity && result === -Infinity) {
-          result = v;
-          lastComputed = computed;
-        }
-      });
-    }
-    return result;
-  }
-
-  // Return the minimum element (or element-based computation).
-  function min(obj, iteratee, context) {
-    var result = Infinity, lastComputed = Infinity,
-        value, computed;
-    if (iteratee == null || typeof iteratee == 'number' && typeof obj[0] != 'object' && obj != null) {
-      obj = isArrayLike(obj) ? obj : values(obj);
-      for (var i = 0, length = obj.length; i < length; i++) {
-        value = obj[i];
-        if (value != null && value < result) {
-          result = value;
-        }
-      }
-    } else {
-      iteratee = cb(iteratee, context);
-      each(obj, function(v, index, list) {
-        computed = iteratee(v, index, list);
-        if (computed < lastComputed || computed === Infinity && result === Infinity) {
-          result = v;
-          lastComputed = computed;
-        }
-      });
-    }
-    return result;
-  }
-
-  // Sample **n** random values from a collection using the modern version of the
-  // [Fisher-Yates shuffle](https://en.wikipedia.org/wiki/Fisher–Yates_shuffle).
-  // If **n** is not specified, returns a single random element.
-  // The internal `guard` argument allows it to work with `_.map`.
-  function sample(obj, n, guard) {
-    if (n == null || guard) {
-      if (!isArrayLike(obj)) obj = values(obj);
-      return obj[random(obj.length - 1)];
-    }
-    var sample = isArrayLike(obj) ? clone(obj) : values(obj);
-    var length = getLength(sample);
-    n = Math.max(Math.min(n, length), 0);
-    var last = length - 1;
-    for (var index = 0; index < n; index++) {
-      var rand = random(index, last);
-      var temp = sample[index];
-      sample[index] = sample[rand];
-      sample[rand] = temp;
-    }
-    return sample.slice(0, n);
-  }
-
-  // Shuffle a collection.
-  function shuffle(obj) {
-    return sample(obj, Infinity);
-  }
-
-  // Sort the object's values by a criterion produced by an iteratee.
-  function sortBy(obj, iteratee, context) {
-    var index = 0;
-    iteratee = cb(iteratee, context);
-    return pluck(map(obj, function(value, key, list) {
-      return {
-        value: value,
-        index: index++,
-        criteria: iteratee(value, key, list)
-      };
-    }).sort(function(left, right) {
-      var a = left.criteria;
-      var b = right.criteria;
-      if (a !== b) {
-        if (a > b || a === void 0) return 1;
-        if (a < b || b === void 0) return -1;
-      }
-      return left.index - right.index;
-    }), 'value');
-  }
-
-  // An internal function used for aggregate "group by" operations.
-  function group(behavior, partition) {
-    return function(obj, iteratee, context) {
-      var result = partition ? [[], []] : {};
-      iteratee = cb(iteratee, context);
-      each(obj, function(value, index) {
-        var key = iteratee(value, index, obj);
-        behavior(result, value, key);
-      });
-      return result;
-    };
-  }
-
-  // Groups the object's values by a criterion. Pass either a string attribute
-  // to group by, or a function that returns the criterion.
-  var groupBy = group(function(result, value, key) {
-    if (has$1(result, key)) result[key].push(value); else result[key] = [value];
-  });
-
-  // Indexes the object's values by a criterion, similar to `_.groupBy`, but for
-  // when you know that your index values will be unique.
-  var indexBy = group(function(result, value, key) {
-    result[key] = value;
-  });
-
-  // Counts instances of an object that group by a certain criterion. Pass
-  // either a string attribute to count by, or a function that returns the
-  // criterion.
-  var countBy = group(function(result, value, key) {
-    if (has$1(result, key)) result[key]++; else result[key] = 1;
-  });
-
-  // Split a collection into two arrays: one whose elements all pass the given
-  // truth test, and one whose elements all do not pass the truth test.
-  var partition = group(function(result, value, pass) {
-    result[pass ? 0 : 1].push(value);
-  }, true);
-
-  // Safely create a real, live array from anything iterable.
-  var reStrSymbol = /[^\ud800-\udfff]|[\ud800-\udbff][\udc00-\udfff]|[\ud800-\udfff]/g;
-  function toArray(obj) {
-    if (!obj) return [];
-    if (isArray(obj)) return slice.call(obj);
-    if (isString(obj)) {
-      // Keep surrogate pair characters together.
-      return obj.match(reStrSymbol);
-    }
-    if (isArrayLike(obj)) return map(obj, identity);
-    return values(obj);
-  }
-
-  // Return the number of elements in a collection.
-  function size(obj) {
-    if (obj == null) return 0;
-    return isArrayLike(obj) ? obj.length : keys(obj).length;
-  }
-
-  // Internal `_.pick` helper function to determine whether `key` is an enumerable
-  // property name of `obj`.
-  function keyInObj(value, key, obj) {
-    return key in obj;
-  }
-
-  // Return a copy of the object only containing the allowed properties.
-  var pick = restArguments(function(obj, keys) {
-    var result = {}, iteratee = keys[0];
-    if (obj == null) return result;
-    if (isFunction$1(iteratee)) {
-      if (keys.length > 1) iteratee = optimizeCb(iteratee, keys[1]);
-      keys = allKeys(obj);
-    } else {
-      iteratee = keyInObj;
-      keys = flatten$1(keys, false, false);
-      obj = Object(obj);
-    }
-    for (var i = 0, length = keys.length; i < length; i++) {
-      var key = keys[i];
-      var value = obj[key];
-      if (iteratee(value, key, obj)) result[key] = value;
-    }
-    return result;
-  });
-
-  // Return a copy of the object without the disallowed properties.
-  var omit = restArguments(function(obj, keys) {
-    var iteratee = keys[0], context;
-    if (isFunction$1(iteratee)) {
-      iteratee = negate(iteratee);
-      if (keys.length > 1) context = keys[1];
-    } else {
-      keys = map(flatten$1(keys, false, false), String);
-      iteratee = function(value, key) {
-        return !contains(keys, key);
-      };
-    }
-    return pick(obj, iteratee, context);
-  });
-
-  // Returns everything but the last entry of the array. Especially useful on
-  // the arguments object. Passing **n** will return all the values in
-  // the array, excluding the last N.
-  function initial(array, n, guard) {
-    return slice.call(array, 0, Math.max(0, array.length - (n == null || guard ? 1 : n)));
-  }
-
-  // Get the first element of an array. Passing **n** will return the first N
-  // values in the array. The **guard** check allows it to work with `_.map`.
-  function first(array, n, guard) {
-    if (array == null || array.length < 1) return n == null || guard ? void 0 : [];
-    if (n == null || guard) return array[0];
-    return initial(array, array.length - n);
-  }
-
-  // Returns everything but the first entry of the `array`. Especially useful on
-  // the `arguments` object. Passing an **n** will return the rest N values in the
-  // `array`.
-  function rest(array, n, guard) {
-    return slice.call(array, n == null || guard ? 1 : n);
-  }
-
-  // Get the last element of an array. Passing **n** will return the last N
-  // values in the array.
-  function last(array, n, guard) {
-    if (array == null || array.length < 1) return n == null || guard ? void 0 : [];
-    if (n == null || guard) return array[array.length - 1];
-    return rest(array, Math.max(0, array.length - n));
-  }
-
-  // Trim out all falsy values from an array.
-  function compact(array) {
-    return filter(array, Boolean);
-  }
-
-  // Flatten out an array, either recursively (by default), or up to `depth`.
-  // Passing `true` or `false` as `depth` means `1` or `Infinity`, respectively.
-  function flatten(array, depth) {
-    return flatten$1(array, depth, false);
-  }
-
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-  // Produce an array that contains every item shared between all the
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-  function unzip(array) {
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-    var result = Array(length);
-
-    for (var index = 0; index < length; index++) {
-      result[index] = pluck(array, index);
-    }
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-  }
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-  // Zip together multiple lists into a single array -- elements that share
-  // an index go together.
-  var zip = restArguments(unzip);
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-  // Converts lists into objects. Pass either a single array of `[key, value]`
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-  // the corresponding values. Passing by pairs is the reverse of `_.pairs`.
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-  // Generate an integer Array containing an arithmetic progression. A port of
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-    difference: difference,
-    unzip: unzip,
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-    range: range,
-    chunk: chunk,
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-  // Default Export
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diff --git a/_preview/205/_static/underscore.js b/_preview/205/_static/underscore.js
deleted file mode 100644
index cf177d42..00000000
--- a/_preview/205/_static/underscore.js
+++ /dev/null
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diff --git a/_preview/205/_static/vendor/fontawesome/5.13.0/LICENSE.txt b/_preview/205/_static/vendor/fontawesome/5.13.0/LICENSE.txt
deleted file mode 100644
index f31bef92..00000000
--- a/_preview/205/_static/vendor/fontawesome/5.13.0/LICENSE.txt
+++ /dev/null
@@ -1,34 +0,0 @@
-Font Awesome Free License
--------------------------
-
-Font Awesome Free is free, open source, and GPL friendly. You can use it for
-commercial projects, open source projects, or really almost whatever you want.
-Full Font Awesome Free license: https://fontawesome.com/license/free.
-
-# Icons: CC BY 4.0 License (https://creativecommons.org/licenses/by/4.0/)
-In the Font Awesome Free download, the CC BY 4.0 license applies to all icons
-packaged as SVG and JS file types.
-
-# Fonts: SIL OFL 1.1 License (https://scripts.sil.org/OFL)
-In the Font Awesome Free download, the SIL OFL license applies to all icons
-packaged as web and desktop font files.
-
-# Code: MIT License (https://opensource.org/licenses/MIT)
-In the Font Awesome Free download, the MIT license applies to all non-font and
-non-icon files.
-
-# Attribution
-Attribution is required by MIT, SIL OFL, and CC BY licenses. Downloaded Font
-Awesome Free files already contain embedded comments with sufficient
-attribution, so you shouldn't need to do anything additional when using these
-files normally.
-
-We've kept attribution comments terse, so we ask that you do not actively work
-to remove them from files, especially code. They're a great way for folks to
-learn about Font Awesome.
-
-# Brand Icons
-All brand icons are trademarks of their respective owners. The use of these
-trademarks does not indicate endorsement of the trademark holder by Font
-Awesome, nor vice versa. **Please do not use brand logos for any purpose except
-to represent the company, product, or service to which they refer.**
diff --git a/_preview/205/_static/vendor/fontawesome/5.13.0/css/all.min.css b/_preview/205/_static/vendor/fontawesome/5.13.0/css/all.min.css
deleted file mode 100644
index 3d28ab20..00000000
--- a/_preview/205/_static/vendor/fontawesome/5.13.0/css/all.min.css
+++ /dev/null
@@ -1,5 +0,0 @@
-/*!
- * Font Awesome Free 5.13.0 by @fontawesome - https://fontawesome.com
- * License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License)
- */
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deleted file mode 100644
index 46ad237a..00000000
--- a/_preview/205/_static/vendor/fontawesome/5.13.0/webfonts/fa-brands-400.svg
+++ /dev/null
@@ -1,3570 +0,0 @@
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- By Robert Madole
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deleted file mode 100644
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deleted file mode 100644
index 7742838b..00000000
--- a/_preview/205/_static/vendor/fontawesome/5.13.0/webfonts/fa-solid-900.svg
+++ /dev/null
@@ -1,4938 +0,0 @@
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diff --git a/_preview/205/_static/webpack-macros.html b/_preview/205/_static/webpack-macros.html
deleted file mode 100644
index 748f33e6..00000000
--- a/_preview/205/_static/webpack-macros.html
+++ /dev/null
@@ -1,25 +0,0 @@
-<!-- these macros are generated by "yarn build:production". do not edit by hand. -->
-{% macro head_pre_icons() %}
-  <link rel="stylesheet"
-    href="{{ pathto('_static/vendor/fontawesome/5.13.0/css/all.min.css', 1) }}">
-  <link rel="preload" as="font" type="font/woff2" crossorigin
-    href="{{ pathto('_static/vendor/fontawesome/5.13.0/webfonts/fa-solid-900.woff2', 1) }}">
-  <link rel="preload" as="font" type="font/woff2" crossorigin
-    href="{{ pathto('_static/vendor/fontawesome/5.13.0/webfonts/fa-brands-400.woff2', 1) }}">
-{% endmacro %}
-
-{% macro head_pre_fonts() %}
-{% endmacro %}
-
-{% macro head_pre_bootstrap() %}
-  <link href="{{ pathto('_static/css/theme.css', 1) }}" rel="stylesheet">
-  <link href="{{ pathto('_static/css/index.ff1ffe594081f20da1ef19478df9384b.css', 1) }}" rel="stylesheet">
-{% endmacro %}
-
-{% macro head_js_preload() %}
-  <link rel="preload" as="script" href="{{ pathto('_static/js/index.be7d3bbb2ef33a8344ce.js', 1) }}">
-{% endmacro %}
-
-{% macro body_post() %}
-  <script src="{{ pathto('_static/js/index.be7d3bbb2ef33a8344ce.js', 1) }}"></script>
-{% endmacro %}
\ No newline at end of file
diff --git a/_preview/205/explanation/architecture.html b/_preview/205/explanation/architecture.html
deleted file mode 100644
index 26a515d6..00000000
--- a/_preview/205/explanation/architecture.html
+++ /dev/null
@@ -1,680 +0,0 @@
-
-<!DOCTYPE html>
-
-<html>
-  <head>
-    <meta charset="utf-8" />
-    <meta name="viewport" content="width=device-width, initial-scale=1.0" />
-    <title>LEAP-Pangeo Architecture &#8212; Technical Documentation</title>
-    
-  <link href="../_static/css/theme.css" rel="stylesheet">
-  <link href="../_static/css/index.ff1ffe594081f20da1ef19478df9384b.css" rel="stylesheet">
-
-    
-  <link rel="stylesheet"
-    href="../_static/vendor/fontawesome/5.13.0/css/all.min.css">
-  <link rel="preload" as="font" type="font/woff2" crossorigin
-    href="../_static/vendor/fontawesome/5.13.0/webfonts/fa-solid-900.woff2">
-  <link rel="preload" as="font" type="font/woff2" crossorigin
-    href="../_static/vendor/fontawesome/5.13.0/webfonts/fa-brands-400.woff2">
-
-    
-      
-
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-  <div class="tex2jax_ignore mathjax_ignore section" id="leap-pangeo-architecture">
-<span id="explanation-architecture"></span><h1>LEAP-Pangeo Architecture<a class="headerlink" href="#leap-pangeo-architecture" title="Permalink to this headline">¶</a></h1>
-<p>LEAP-Pangeo is a cloud-based data and computing platform that will be used to support research, education, and knowledge transfer within the LEAP program.</p>
-<div class="section" id="design-principles">
-<h2>Design Principles<a class="headerlink" href="#design-principles" title="Permalink to this headline">¶</a></h2>
-<p>In the proposal, we committed to building this in a way that enables the tools and infrastructure to be reused and remixed.
-So The challenge for LEAP Pangeo is to deploy an “enterprise quality” platform built entirely out of open-source tools, and to make this platform as reusable and useful for the broader climate science community as possible.
-We committed to following the following design principles:</p>
-<ul class="simple">
-<li><p>Open source</p></li>
-<li><p>Modular system: built out of smaller, standalone pieces which interoperate through clearly documented interfaces / standards</p></li>
-<li><p>Agile development on GitHub</p></li>
-<li><p>Following industry-standard best practices for continuous deployment, testing, etc.</p></li>
-<li><p>Resuse of existing technologies and contribution to “upstream” open source projects on which LEAP-Pangeo depends
-(rather than development of new stuff just for the sake of it).
-This is a key part of our sustainability plan.</p></li>
-</ul>
-</div>
-<div class="section" id="design-and-architecture">
-<h2>Design and Architecture<a class="headerlink" href="#design-and-architecture" title="Permalink to this headline">¶</a></h2>
-<div class="figure align-default" id="architecture-diagram">
-<img alt="https://i.imgur.com/PVhoQUu.png" src="https://i.imgur.com/PVhoQUu.png" />
-<p class="caption"><span class="caption-number">Fig. 1 </span><span class="caption-text">LEAP-Pangeo high-level architecture diagram</span><a class="headerlink" href="#architecture-diagram" title="Permalink to this image">¶</a></p>
-</div>
-<p>There are four primary components to LEAP-Pangeo.</p>
-<div class="section" id="the-data-library">
-<span id="explanation-architecture-data-library"></span><h3>The Data Library<a class="headerlink" href="#the-data-library" title="Permalink to this headline">¶</a></h3>
-<p>The data library will provide analysis-ready, cloud-optimized data for all aspects of LEAP.
-The data library is directly inspired by the <a class="reference external" href="https://iridl.ldeo.columbia.edu">IRI Data Library</a> mentioned above; however, LEAP-Pangeo data will be hosted in the cloud, for maximum impact, accessibility, and interoperability.</p>
-<p>The contents of the data library will evolve dynamically based on the needs of the project.
-Examples of data that may become part of the library are</p>
-<ul class="simple">
-<li><p>NOAA <a class="reference external" href="https://www.ncei.noaa.gov/products/optimum-interpolation-sst">OISST</a> sea-surface temperature data,
-used in workshops and classes to illustrate the fundamentals of geospatial data science.</p></li>
-<li><p>High-resolution climate model simulations from the <a class="reference external" href="https://news.ucar.edu/132760/csu-ncar-develop-high-res-global-model-community-use">NCAR “EarthWorks”</a>
-project, used by LEAP researchers to develop machine-learning parameterizations of climate processes like cloud and ocean eddies.</p></li>
-<li><p>Machine-learning “challenge datasets,” published by the LEAP Team and accessible to the world, to help broading participation
-by ML researchers into climate science.</p></li>
-<li><p>Easily accessible syntheses of climate projections from <a class="reference external" href="https://esgf-node.llnl.gov/projects/cmip6/">CMIP6 data</a>, produced by the LEAP team,
-for use by industry partners for business strategy and decision making.</p></li>
-</ul>
-<div class="section" id="data-catalog">
-<span id="explanation-architecture-catalog"></span><h4>Data Catalog<a class="headerlink" href="#data-catalog" title="Permalink to this headline">¶</a></h4>
-<p>A <a class="reference external" href="https://stacspec.org/">STAC</a> data catalog be used to enumerate all LEAP-Pangeo datasets and provide this information to the public.
-The catalog will store all relevant metadata about LEAP datasets following established metadata standards (e.g. CF Conventions).
-It will also provide direct links to raw data in cloud object storage.</p>
-<p>The catalog will facilitate several different modes of access:</p>
-<ul class="simple">
-<li><p>Searching, crawling, and opening datasets from within notebooks or scripts</p></li>
-<li><p>“Crawling” by search indexes or other machine-to-machine interfaces</p></li>
-<li><p>A pretty web front-end interface for interactive public browsing</p></li>
-</ul>
-<p>The <a class="reference external" href="https://mlhub.earth/">Radiant Earth MLHub</a> is a great reference for how we imagine the LEAP data catalog will eventually look.</p>
-</div>
-</div>
-<div class="section" id="data-storage-service">
-<h3>Data Storage Service<a class="headerlink" href="#data-storage-service" title="Permalink to this headline">¶</a></h3>
-<p>The underlying technology for the LEAP Data catalog will be cloud object storage (e.g. Amazon S3),
-which enables high throughput concurrent access to many simultaneous users over the public internet.
-Cloud Object Storage is the most performant, cost-effective, and simple way to serve such large volumes of data.</p>
-<p>Initially, the LEAP data will be stored in Google Cloud Storage, in the same cloud region
-as the JupyterHub.
-Going forward, we will work with NCAR to obtain an <a class="reference external" href="https://www.openstoragenetwork.org/">Open Storage Network</a>
-pod which allows data to be accessible from both Google Cloud and NCAR’s computing system.</p>
-<div class="section" id="pangeo-forge">
-<h4>Pangeo Forge<a class="headerlink" href="#pangeo-forge" title="Permalink to this headline">¶</a></h4>
-<div class="figure align-default" id="pangeo-forge-flow">
-<a class="reference internal image-reference" href="https://raw.githubusercontent.com/pangeo-forge/flow-charts/main/renders/architecture.png"><img alt="https://raw.githubusercontent.com/pangeo-forge/flow-charts/main/renders/architecture.png" src="https://raw.githubusercontent.com/pangeo-forge/flow-charts/main/renders/architecture.png" style="width: 600px;" /></a>
-<p class="caption"><span class="caption-number">Fig. 2 </span><span class="caption-text">Pangeo Forge high-level workflow. Diagram from <a class="reference external" href="https://github.com/pangeo-forge/flow-charts">https://github.com/pangeo-forge/flow-charts</a></span><a class="headerlink" href="#pangeo-forge-flow" title="Permalink to this image">¶</a></p>
-</div>
-<p>A central tool for the population and maintenance of the LEAP-Pangeo data catalog is
-<a class="reference external" href="https://pangeo-forge.readthedocs.io/en/latest/">Pangeo Forge</a>.
-Pangeo Forge is an open source tool for data Extraction, Transformation, and Loading (ETL).
-The goal of Pangeo Forge is to make it easy to extract data from traditional data repositories and deposit in cloud object storage in analysis-ready, cloud-optimized (ARCO) format.</p>
-<p>Pangeo Forge works by allowing domain scientists to define “recipes” that describe data transformation pipelines.
-These recipes are stored in GitHub repositories.
-Continuous integration monitors GitHub and automatically executes the data pipelines when needed.
-The use of distributed, cloud-based processing allows very large volumes of data to be processed quickly.</p>
-<p>Pangeo Forge is a new project, funded by the NSF EarthCube program.
-LEAP-Pangeo will provide a high-impact use case for Pangeo Forge, and Pangeo Forge
-will empower and enhance LEAP research.
-This synergistic relationship with be mutually beneficial to two NSF-sponsored projects.
-Using Pangeo Forge effectively will require LEAP scientists and data engineers to engage
-with the open-source development process around Pangeo Forge and related technologies.</p>
-</div>
-</div>
-<div class="section" id="the-hub">
-<h3>The Hub<a class="headerlink" href="#the-hub" title="Permalink to this headline">¶</a></h3>
-<div class="figure align-default" id="jupyterlab-preview">
-<a class="reference internal image-reference" href="https://jupyter.org/assets/homepage/labpreview.webp"><img alt="https://jupyter.org/assets/homepage/labpreview.webp" src="https://jupyter.org/assets/homepage/labpreview.webp" style="width: 400px;" /></a>
-<p class="caption"><span class="caption-number">Fig. 3 </span><span class="caption-text">Screenshot from JupyterLab. From <a class="reference external" href="https://jupyter.org/">https://jupyter.org/</a></span><a class="headerlink" href="#jupyterlab-preview" title="Permalink to this image">¶</a></p>
-</div>
-<p>Jupyter Notebook / Lab has emerged as the standard tool for doing interactive data science.
-Jupyter supports combining rich text, code, and generated outputs (e.g. figures) into a single document, creating a way to communicate and share complete data-science research project</p>
-<div class="figure align-default" id="jupyterhub-architecture">
-<a class="reference internal image-reference" href="https://jupyterhub.readthedocs.io/en/stable/_images/jhub-fluxogram.jpeg"><img alt="https://jupyterhub.readthedocs.io/en/stable/_images/jhub-fluxogram.jpeg" src="https://jupyterhub.readthedocs.io/en/stable/_images/jhub-fluxogram.jpeg" style="width: 400px;" /></a>
-<p class="caption"><span class="caption-number">Fig. 4 </span><span class="caption-text">JupyterHub architecture. From <a class="reference external" href="https://jupyterhub.readthedocs.io/">https://jupyterhub.readthedocs.io/</a></span><a class="headerlink" href="#jupyterhub-architecture" title="Permalink to this image">¶</a></p>
-</div>
-<p>JupyterHub is a multi-user Jupyter Notebook / Lab environment that runs on a server.
-JupyterHub provides a gateway to highly customized software environments backed by dedicated computing with specified resources (CPU, RAM, GPU, etc.)
-Running in the cloud, JupyterHub can scale up to accommodate any number of simultaneous users with no degradation in
-performance.
-JupyterHub environments can support basically <a class="reference external" href="https://github.com/jupyter/jupyter/wiki/Jupyter-kernels">every existing programming language</a>.
-We anticipate that LEAP users will primarily use <strong>Python</strong>, <strong>R</strong>, and <strong>Julia</strong> programming languages.
-In addition to Jupyter Notebook / Lab, JupyterHub also supports launching <a class="reference external" href="https://www.rstudio.com/">R Studio</a>.</p>
-<p>The Pangeo project already provides <a class="reference external" href="https://github.com/pangeo-data/pangeo-docker-images">curated Docker images</a>
-with full-featured Python software environments for environmental data science.
-These environments will be the starting point for LEAP environments.
-They may be augmented as LEAP evolves with more specific software as needed by research projects.</p>
-<p>Use management and access control for the Hub are described in <a class="reference internal" href="../reference/membership.html#reference-membership"><span class="std std-ref">Membership</span></a>.</p>
-</div>
-<div class="section" id="the-knowledge-graph">
-<h3>The Knowledge Graph<a class="headerlink" href="#the-knowledge-graph" title="Permalink to this headline">¶</a></h3>
-<p>LEAP “outputs” will be of four main types:</p>
-<ul class="simple">
-<li><p><strong>Datasets</strong> (covered above)</p></li>
-<li><p><strong>Papers</strong> - traditional scientific publications</p></li>
-<li><p><strong>Project Code</strong> - the code behind the papers, used to actually generate the scientific results</p></li>
-<li><p><strong>Trained ML Models</strong> - models that can be used directly for inference by others</p></li>
-<li><p><strong>Educational Modules</strong> - used for teaching</p></li>
-</ul>
-<p>All of these object must be tracked and cataloged in a uniform way.
-The <a class="reference internal" href="code_policy.html#explanation-code-policy"><span class="std std-ref">LEAP-Pangeo Code Policy</span></a> and <a class="reference internal" href="data_policy.html#explanation-data-policy"><span class="std std-ref">LEAP-Pangeo Data Policy</span></a> will help set these standards.</p>
-<div class="figure align-default" id="knowledge-graph">
-<a class="reference internal image-reference" href="../_images/LEAP_knowledge_graph.png"><img alt="../_images/LEAP_knowledge_graph.png" src="../_images/LEAP_knowledge_graph.png" style="width: 600px;" /></a>
-<p class="caption"><span class="caption-number">Fig. 5 </span><span class="caption-text">LEAP Knowledge Graph</span><a class="headerlink" href="#knowledge-graph" title="Permalink to this image">¶</a></p>
-</div>
-<p>By tracking the linked relationships between datasets, papers, code, models, and educational , we will generate a “knowledge graph”.
-This graph will reveal the dynamic, evolving state of the outputs of LEAP research and the relationships between different elements of the project.
-By also tracking participations (i.e. humans), we will build a novel and inspiring track record of LEAP’s impacts through the project lifetime.</p>
-<p>This is the most open-ended aspect of our infrastructure.
-Organizing and displaying this information effectively is a challenging problem in
-information architecture and systems design.</p>
-</div>
-</div>
-<div class="section" id="related-tools-and-platforms">
-<h2>Related Tools and Platforms<a class="headerlink" href="#related-tools-and-platforms" title="Permalink to this headline">¶</a></h2>
-<p>It’s useful to understand the recent history and related efforts in this space.</p>
-<ul class="simple">
-<li><p><strong><a class="reference external" href="https://research.google.com/colaboratory/faq.html">Google Colab</a></strong> is a free notebook-in-the-cloud service run by Google.
-It is built around the open source Jupyter project, but with advanced notebook sharing capabilities (like Google Docs).</p></li>
-<li><p><strong><a class="reference external" href="https://earthengine.google.org/">Google Earth Engine</a></strong> is a reference point for all cloud geospatial analytics platforms.
-It’s actually a standalone application that is separate from Google Cloud, the single instance of a highly customized, black box (i.e. not open source) application that enables parallel computing on distributed data.
-It’s very good at what it was designed for (analyzing satellite images), but isn’t easily adapted to other applications, such as machine learning.</p></li>
-<li><p><strong><a class="reference external" href="https://iridl.ldeo.columbia.edu/index.html">Columbia IRI Data Library</a></strong> is a powerful and freely accessible online data repository and analysis tool that allows a user to view, analyze, and download hundreds of terabytes of climate-related data through a standard web browser.
-Due to its somewhat outdated architecture, IRI data library cannot easily be updated or adapted to new projects.</p></li>
-<li><p><strong><a class="reference external" href="http://pangeo.io/">Pangeo</a></strong> is an open science community oriented around open-source python tools for big-data geoscience.
-It is a loose ecosystem of interoperable python packages including <a class="reference external" href="https://jupyter.org/">Jupyter</a>, <a class="reference external" href="http://xarray.pydata.org/">Xarray</a>, <a class="reference external" href="http://dask.pydata.org/">Dask</a>, and <a class="reference external" href="https://zarr.readthedocs.io/">Zarr</a>.
-The Pangeo tools have been deployed in nearly all commercial clouds (AWS, GCP, Azure) as well as HPC environments.
-<a class="reference external" href="https://pangeo.io/cloud.html">Pangeo Cloud</a> is a publicly accessible data-proximate computing environment based on Pangeo tools.
-Pangeo is used heavily within NCAR.</p></li>
-<li><p><strong><a class="reference external" href="https://planetarycomputer.microsoft.com/">Microsoft Planetary Computer</a></strong> is a collection of datasets and computational tools hosted by Microsoft in the Azure cloud.
-It combines Pangeo-style computing environments with a data library based on <a class="reference external" href="https://stacspec.org/">SpatioTemporal Asset Catalog</a></p></li>
-<li><p><strong><a class="reference external" href="https://www.radiant.earth/mlhub/">Radiant Earth ML Hub</a></strong> is a cloud-based open library dedicated to Earth observation training data for use with machine learning algorithms.
-It focuses mostly on data access and curation.
-Data are cataloged using STAC.</p></li>
-<li><p><strong><a class="reference external" href="https://pangeo-forge.org/">Pangeo Forge</a></strong> is a new initiative, funded by the NSF EarthCube program, to build a platform for
-“crowdsourcing” the production of analysis-ready, cloud-optimized data.
-Once operational, Pangeo Forge will be a useful tool for many different projects which need data in the cloud.</p></li>
-</ul>
-<p>Of these different tools, we opt to build on Pangeo because of its open-source, grassroots
-foundations in the climate data science community, strong uptake within NCAR, and track-record of support from NSF.</p>
-</div>
-</div>
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-<span id="explanation-code-policy"></span><h1>LEAP-Pangeo Code Policy<a class="headerlink" href="#leap-pangeo-code-policy" title="Permalink to this headline">¶</a></h1>
-<div class="section" id="enable-science-now-but-keep-evolving">
-<span id="explanation-code-policy-dont-let-perfect-be-the-enemy-of-good"></span><h2>Enable Science now, but keep evolving.<a class="headerlink" href="#enable-science-now-but-keep-evolving" title="Permalink to this headline">¶</a></h2>
-<p>“Don’t let perfect be the enemy of good”
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-<span id="explanation-data-policy"></span><h1>LEAP-Pangeo Data Policy<a class="headerlink" href="#leap-pangeo-data-policy" title="Permalink to this headline">¶</a></h1>
-<div class="section" id="data-access">
-<span id="explanation-data-policies-access"></span><h2>Data Access<a class="headerlink" href="#data-access" title="Permalink to this headline">¶</a></h2>
-<p>🚧</p>
-</div>
-<div class="section" id="reproducibility">
-<span id="explanation-data-policy-reproducibility"></span><h2>Reproducibility<a class="headerlink" href="#reproducibility" title="Permalink to this headline">¶</a></h2>
-<p>🚧</p>
-</div>
-<div class="section" id="types-of-data-used-at-leap">
-<span id="explanation-data-policy-types"></span><h2>Types of Data Used at LEAP<a class="headerlink" href="#types-of-data-used-at-leap" title="Permalink to this headline">¶</a></h2>
-<p>Within the LEAP project we distinguish between several different types of data mostly based on whether the data was used or produced at LEAP and if the data is already accessible in <abbr>ARCO</abbr> formats in the cloud.</p>
-<div class="dropdown admonition">
-<p class="admonition-title">LEAP produced</p>
-<p>Data that has been created or modified by LEAP researchers. We currently do not provide any way of ensuring that data is archived, and users should never rely on LEAP-Pangeo resources as the only replicate of valuable data (see also <a class="reference internal" href="../guides/data_guide.html#guides-data-ingestion"><span class="std std-ref">Ingesting Datasets into Cloud Storage</span></a>).</p>
-</div>
-<div class="dropdown admonition">
-<p class="admonition-title">LEAP ingested</p>
-<p>Data that is already publically available but has been ingested into cloud storage in <abbr>ARCO</abbr> formats. The actual data/metadata has not been modified from the original.</p>
-</div>
-<div class="dropdown admonition">
-<p class="admonition-title">LEAP curated</p>
-<p>Data that is already available in <abbr>ARCO</abbr> formats in publically accessible object storage. Adding this data to the LEAP-Pangeo Catalog enables us to visualize it with the Data Viewer, and collect all datasets of importance in one single location, but none of the data itself is modified.</p>
-</div>
-</div>
-<div class="section" id="roles">
-<h2>Roles<a class="headerlink" href="#roles" title="Permalink to this headline">¶</a></h2>
-<p>Many different people at LEAP interact with data in various ways. Here is a list of typical roles (some people have multiple roles):</p>
-<div class="section" id="data-expert">
-<span id="explanation-data-policy-roles-data-expert"></span><h3>Data Expert<a class="headerlink" href="#data-expert" title="Permalink to this headline">¶</a></h3>
-<p>🚧</p>
-</div>
-</div>
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-  <div class="tex2jax_ignore mathjax_ignore section" id="leap-pangeo-implementation-plan">
-<h1>LEAP-Pangeo Implementation Plan<a class="headerlink" href="#leap-pangeo-implementation-plan" title="Permalink to this headline">¶</a></h1>
-<p>The different elements of the project can be implemented in parallel and gradually connected together.</p>
-<div class="section" id="roles">
-<h2>Roles<a class="headerlink" href="#roles" title="Permalink to this headline">¶</a></h2>
-<div class="admonition-decision-needed admonition">
-<p class="admonition-title">Decision Needed</p>
-<p>An open question for LEAP-Pangeo is whether to develop and maintain our infrastructure
-via subcontracts or via Columbia employees whom we hire.
-Below the roles are enumerated in a generic way according to the needed expertise.</p>
-</div>
-<div class="section" id="data-engineering">
-<h3>Data Engineering<a class="headerlink" href="#data-engineering" title="Permalink to this headline">¶</a></h3>
-<p>The <a class="reference internal" href="architecture.html"><span class="doc">LEAP-Pangeo Architecture</span></a>, particularly the Data Library, will require
-expertise in modern data engineering, including the following areas:</p>
-<ul class="simple">
-<li><p>Geospatial data formats and metadata standards, including modern cloud-optimized
-formats such as Parquet and Zarr</p></li>
-<li><p>Geospatial data catalogs and APIs</p></li>
-<li><p>Cloud object storage</p></li>
-<li><p>Cloud automation and data pipelines</p></li>
-<li><p>Distributed computing frameworks for data science (e.g. Dask, Prefect, Apache Beam)</p></li>
-<li><p>GitHub workflows</p></li>
-<li><p>Continuous integration and agile development</p></li>
-<li><p>Track record of contribution to multi-stakeholder open-source software</p></li>
-</ul>
-<p>Possible contractors who fit this role:</p>
-<ul class="simple">
-<li><p><a class="reference external" href="https://developmentseed.org/">Development Seed</a></p></li>
-<li><p><a class="reference external" href="https://www.element84.com/">Element 84</a></p></li>
-<li><p><a class="reference external" href="https://www.azavea.com/">Azavea</a></p></li>
-<li><p><a class="reference external" href="https://www.radiant.earth/">Radiant Earth</a></p></li>
-</ul>
-</div>
-<div class="section" id="devops-for-cloud-hub">
-<h3>DevOps for Cloud Hub<a class="headerlink" href="#devops-for-cloud-hub" title="Permalink to this headline">¶</a></h3>
-<p>Developing and operating the LEAP-Pangeo JupyterHub will require the following expertise:</p>
-<ul class="simple">
-<li><p>Strong experience with Docker and containerization of workflows</p></li>
-<li><p>Deploying cloud-native applications (particularly <a class="reference external" href="https://zero-to-jupyterhub.readthedocs.io/en/latest/">JupyterHub</a>)
-using Kubernetes and Helm</p></li>
-<li><p>Continuous deployment using GitHub workflows</p></li>
-<li><p>Monitoring and optimizing cloud costs in multi-user JupyterHub environments</p></li>
-<li><p>Building machine-learning environments for Python and R users with tools such as
-Conda, Conda Forge, and repo2docker.</p></li>
-<li><p>Continuous integration and agile development</p></li>
-<li><p>Track record of contribution to multi-stakeholder open-source software</p></li>
-</ul>
-<p>Possible contractors who fit this role:</p>
-<ul class="simple">
-<li><p><a class="reference external" href="https://2i2c.org/">2i2c</a></p></li>
-<li><p><a class="reference external" href="https://www.quansight.com/">Quansight</a></p></li>
-</ul>
-</div>
-<div class="section" id="full-stack-web-development">
-<h3>Full-Stack Web Development<a class="headerlink" href="#full-stack-web-development" title="Permalink to this headline">¶</a></h3>
-<p>Developing the LEAP Knowledge Graph, including the library of papers, open-source code
-and machine-learning models, will require a mix of skills commonly referred to as
-“full-stack web development”.</p>
-<ul class="simple">
-<li><p>Front-end web development using HTML, CSS, and modern Javascript frameworks (e.g. React, Vue, etc.)</p></li>
-<li><p>Development and deployment of REST API endpoints for backend services</p></li>
-<li><p>Consumption of data from third-party APIs (e.g. GitHub API)</p></li>
-<li><p>Familiarity with Jupyter Notebook format</p></li>
-<li><p>Continuous integration and agile development</p></li>
-<li><p>Track record of contribution to multi-stakeholder open-source software</p></li>
-</ul>
-<div class="section" id="education-and-training">
-<h4>Education and Training<a class="headerlink" href="#education-and-training" title="Permalink to this headline">¶</a></h4>
-<div class="admonition-decision-needed admonition">
-<p class="admonition-title">Decision Needed</p>
-<p>What is the scope of LEAP-Pangeo training? How much should we expect trainees to learn?
-What is the intersection with other educational activities, including for-credit courses?</p>
-</div>
-<p>Training participants in using LEAP-Pangeo will require expertise in research computing pedagogy
-and state-of-the-art knowledge of best practices in scientific computing, machine learning,
-and cloud computing.</p>
-</div>
-</div>
-<div class="section" id="contractors-vs-employees">
-<h3>Contractors vs. Employees<a class="headerlink" href="#contractors-vs-employees" title="Permalink to this headline">¶</a></h3>
-<table class="colwidths-auto table">
-<thead>
-<tr class="row-odd"><th class="head"><p></p></th>
-<th class="head"><p>Pros</p></th>
-<th class="head"><p>Cons</p></th>
-</tr>
-</thead>
-<tbody>
-<tr class="row-even"><td><p><strong>Employees</strong></p></td>
-<td><p>Longer-term commitment to project. Better integration with on-campus activities.</p></td>
-<td><p>Slow hiring. Recruiting challenges. Uncertainty they can deliver needed results.</p></td>
-</tr>
-<tr class="row-odd"><td><p><strong>Contractors</strong></p></td>
-<td><p>Can spin up rapidly. Proven track records. Connection to broader ecosystems. Don’t have to deal with hiring. Acccess to top technical talent.</p></td>
-<td><p>Potentially less integrated into project.</p></td>
-</tr>
-</tbody>
-</table>
-</div>
-</div>
-<div class="section" id="timeline">
-<h2>Timeline<a class="headerlink" href="#timeline" title="Permalink to this headline">¶</a></h2>
-<p>What follows is a possible timeline for implementation.</p>
-<div class="section" id="fall-2021">
-<h3>Fall 2021<a class="headerlink" href="#fall-2021" title="Permalink to this headline">¶</a></h3>
-<div class="section" id="activities">
-<h4>Activities<a class="headerlink" href="#activities" title="Permalink to this headline">¶</a></h4>
-<ul class="simple">
-<li><p>📍 Deploy generic Pangeo JupyterHub on Google Cloud using supported credits.</p></li>
-<li><p>📍 Provide basic end-user documentation for using the Hub
-(comparable to <a class="reference external" href="https://pangeo.io/cloud.html">Pangeo Cloud docs</a>).</p></li>
-</ul>
-</div>
-<div class="section" id="milestones">
-<h4>Milestones<a class="headerlink" href="#milestones" title="Permalink to this headline">¶</a></h4>
-<ul class="simple">
-<li><p>✅ LEAP members log into the hub and run their first code against existing cloud data.</p></li>
-</ul>
-</div>
-</div>
-<div class="section" id="spring-2021">
-<h3>Spring 2021<a class="headerlink" href="#spring-2021" title="Permalink to this headline">¶</a></h3>
-<div class="section" id="id1">
-<h4>Activities<a class="headerlink" href="#id1" title="Permalink to this headline">¶</a></h4>
-<ul class="simple">
-<li><p>📍 Conduct data survey to assess data needs of research, education, and outreach activities.</p></li>
-<li><p>📍 Data engineers work with researchers on data ingestion.</p></li>
-<li><p>📍 Refine Hub environment based on initial feedback.</p></li>
-</ul>
-</div>
-<div class="section" id="id2">
-<h4>Milestones<a class="headerlink" href="#id2" title="Permalink to this headline">¶</a></h4>
-<ul class="simple">
-<li><p>✅ LEAP researchers ingest first datasets into cloud data library.</p></li>
-<li><p>✅ LEAP seminar uses LEAP-Pangeo data science environments for teaching.</p></li>
-</ul>
-</div>
-</div>
-<div class="section" id="summer-2021">
-<h3>Summer 2021<a class="headerlink" href="#summer-2021" title="Permalink to this headline">¶</a></h3>
-<div class="section" id="id3">
-<h4>Activities<a class="headerlink" href="#id3" title="Permalink to this headline">¶</a></h4>
-<ul class="simple">
-<li><p>📍 Launch initial data catalog</p></li>
-<li><p>📍 Begin training program</p></li>
-</ul>
-</div>
-<div class="section" id="id4">
-<h4>Milestones<a class="headerlink" href="#id4" title="Permalink to this headline">¶</a></h4>
-<ul class="simple">
-<li><p>✅ Perform first LEAP-Pangeo training for participations</p></li>
-<li><p>✅ LEAP REU interns successfully use LEAP-Pangeo for projects.</p></li>
-<li><p>✅ First LEAP publications are added to the knowledge graph, along with supporting data and code</p></li>
-</ul>
-</div>
-</div>
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-  <div class="tex2jax_ignore mathjax_ignore section" id="bootcamp-guide">
-<h1>Bootcamp Guide<a class="headerlink" href="#bootcamp-guide" title="Permalink to this headline">¶</a></h1>
-<p>We collect all bootcamp materials in the <a class="reference external" href="https://github.com/leap-stc/LEAP-bootcamps">LEAP-Pangeo bootcamp repository</a>. Please keep all relevant information and materials in this repository to make it easier for participants to find them.</p>
-<div class="section" id="preparing-the-bootcamp">
-<h2>Preparing the bootcamp<a class="headerlink" href="#preparing-the-bootcamp" title="Permalink to this headline">¶</a></h2>
-<p>We encourage you to reuse materials from past bootcamps and adapt them to your needs. <strong>Past event have suggested that it is extremely helpful to have the instructor write down code live, so participants can follow along.</strong>
-This ensures the following:</p>
-<ul class="simple">
-<li><p>The lecturer substantially more time to write live, ensuring that others can follow along</p></li>
-<li><p>It also demonstrates that the lecturer is not a superhuman, but also makes mistakes and has to debug code. This is a very important lesson for students to learn, as it is a very common part of the coding process and often not shown in lectures.</p></li>
-<li><p>It also allows the lecturer to explain the code as they write it, which is a very important part of the learning process.</p></li>
-</ul>
-<p>Ideally you will use the same materials as the participants (see below for how to organize them), and clear all outputs prior to starting the lecture by right clicking on the notebook and selecting “Clear All Outputs”.</p>
-<blockquote>
-<div><p><strong>Of course you are not expected to remember all the code. Ideally you have a second laptop/tablet to use as a cheat sheet during the presentation.</strong></p>
-</div></blockquote>
-<div class="important admonition">
-<p class="admonition-title">Pretty please</p>
-<p>It would be great if you can commit your filled notebooks after the lecture, so participants can access them later. See below for where to commit them.</p>
-</div>
-</div>
-<div class="section" id="materials-for-the-bootcamp">
-<h2>Materials for the bootcamp<a class="headerlink" href="#materials-for-the-bootcamp" title="Permalink to this headline">¶</a></h2>
-<p>You can reuse the materials for your own bootcamps or modify them to your needs. Please do not change the past materials, and instead create new folders/entries in the following places:</p>
-<ul>
-<li><p>Create a new folder in the “Codes” and “Lectures” folders and add your materials there. <em>If you are giving the same material as a previous bootcamp, please copy them.</em></p>
-<ul>
-<li><div class="admonition warning">
-<p class="admonition-title">Warning</p>
-<p>If you are using materials from other sources, like the <a class="reference external" href="https://earth-env-data-science.github.io/intro.html">An Introduction to Earth and Environmental Data Science</a> book. Please just follow the past events structure and link to the original materials.</p>
-</div>
-</li>
-</ul>
-</li>
-<li><p><a class="reference external" href="https://github.com/leap-stc/LEAP-bootcamps/README.md">README.md</a> Enter a new entry under the “Events” section. This should include an <a class="reference external" href="https://nbgitpuller.readthedocs.io/en/latest/">nbgitpuller</a> link for each notebook you work with, so participants can easily pull the materials to their hub (there is a neat tool to <a class="reference external" href="https://nbgitpuller.readthedocs.io/en/latest/link.html">generate these links</a>). Please also use the LEAP-Pangeo Hub badge by adding code like this:</p>
-<div class="highlight-default notranslate"><div class="highlight"><pre><span></span>[![Open in LEAP-Pangeo Hub](https://custom-icon-badges.demolab.com/badge/Jupyter%20Hub-Launch%20%F0%9F%9A%80-blue?style=for-the-badge&amp;logo=leap-globe)](&lt;generated link&gt;) 
-</pre></div>
-</div>
-<blockquote>
-<div><p>Add the generated link to the <code class="docutils literal notranslate"><span class="pre">&lt;&gt;</span></code> brackets.</p>
-</div></blockquote>
-</li>
-</ul>
-</div>
-<div class="section" id="running-the-bootcamp">
-<h2>Running the bootcamp<a class="headerlink" href="#running-the-bootcamp" title="Permalink to this headline">¶</a></h2>
-<div class="section" id="prepare-ahead-of-the-event">
-<h3>Prepare ahead of the event<a class="headerlink" href="#prepare-ahead-of-the-event" title="Permalink to this headline">¶</a></h3>
-<p>Bootcamp instructors should make sure that they are added to the <a class="reference external" href="https://github.com/orgs/leap-stc/teams/bootcamp-instructors">Bootcamp Instructors Github Team</a>. If not please reach out to one of the github organization admins to be added. The goal should be that whoever runs the bootcamp can perform tasks that might be needed the day of (mostly likely signing up folks who either entered wrong data or did not register ahead of time).</p>
-<p>Before the event check the following:</p>
-<ul class="simple">
-<li><p>Is somebody available to add new data to the Member Data Google Sheet? LEAPs Managing Director has the ability to add data or give others edit access.</p></li>
-<li><p>Can the instructors manually trigger the <a class="reference external" href="https://github.com/leap-stc/member_management/actions/workflows/read_sheet.yaml">“Parse Member Sheet and Add New Members” action</a> (by clicking on “Run Workflow&gt;Run Workflow” in the top right).</p></li>
-<li><p>Double Check that all participants github names are present in the <a class="reference external" href="https://github.com/orgs/leap-stc/teams/leap-pangeo-base-access">leap-pangeo-base-access</a> team! If folks are in this team they will have access to the hub! If they are not there they either have not accepted the invite to the team (they will be shown as pending invites; tell them to accept the invite as described <a class="reference external" href="https://leap-stc.github.io/guides/faq.html#where-is-my-invite">here</a>) or there is an issue with their github username (check their github handles in the Member Data Google Sheet for typos and completeness).</p></li>
-</ul>
-</div>
-<div class="section" id="troubleshooting-during-the-event">
-<h3>Troubleshooting during the event<a class="headerlink" href="#troubleshooting-during-the-event" title="Permalink to this headline">¶</a></h3>
-<p>If students have trouble signin into the hub, please refer to the <a class="reference internal" href="faq.html#faq-cannot-log-into-hub"><span class="std std-ref">FAQ</span></a> for troubleshooting steps.</p>
-<p>In case people have signed up late (i.e. their github username is <em>not</em> in the Member Data Google Sheet), instructors should collect the necessary data from the participants, add the data (including the github username) to the Member Data Google Sheet and run the <a class="reference external" href="https://github.com/leap-stc/member_management/actions/workflows/read_sheet.yaml">“Parse Member Sheet and Add New Members” action</a> as described above.</p>
-</div>
-</div>
-<div class="section" id="debrief">
-<h2>Debrief<a class="headerlink" href="#debrief" title="Permalink to this headline">¶</a></h2>
-<p>Please add your versions of the filled notebooks to a subfolder named <code class="docutils literal notranslate"><span class="pre">filled_notebooks</span></code> in the eventfolder you created above, so participants can access them later.</p>
-</div>
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-<span id="guide-code-secrets"></span><h2>Handling Secrets<a class="headerlink" href="#handling-secrets" title="Permalink to this headline">¶</a></h2>
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-Please read the in-depth <a class="reference external" href="https://docs.2i2c.org/user/topics/data/git/#move-code-in-and-out-of-the-hub-with-github">guide by 2i2c</a> for more details.</p>
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- <li class="toc-h2 nav-item toc-entry">
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-   Dask
-  </a>
- </li>
- <li class="toc-h2 nav-item toc-entry">
-  <a class="reference internal nav-link" href="#creating-custom-docker-images">
-   Creating Custom Docker Images
-  </a>
-  <ul class="nav section-nav flex-column">
-   <li class="toc-h3 nav-item toc-entry">
-    <a class="reference internal nav-link" href="#creating-a-repository">
-     Creating a repository
-    </a>
-   </li>
-   <li class="toc-h3 nav-item toc-entry">
-    <a class="reference internal nav-link" href="#set-up-the-container-registry">
-     Set up the Container registry
-    </a>
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-    <a class="reference internal nav-link" href="#edit-repository-files">
-     Edit repository files
-    </a>
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-     Test the image
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-   Creating Custom Docker Images
-  </a>
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-     Set up the Container registry
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-     Edit repository files
-    </a>
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-     Test the image
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- </li>
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-                
-  <div class="tex2jax_ignore mathjax_ignore section" id="compute-guide">
-<h1>Compute Guide<a class="headerlink" href="#compute-guide" title="Permalink to this headline">¶</a></h1>
-<p>These are a set of guides for using the JupyterHub Compute Environment effectively.</p>
-<div class="section" id="dask">
-<h2>Dask<a class="headerlink" href="#dask" title="Permalink to this headline">¶</a></h2>
-<p>To help you scale up calculations using a cluster, the Hub is configured with Dask Gateway.
-For a quick guide on how to start a Dask Cluster, consult this page from the Pangeo docs:</p>
-<ul class="simple">
-<li><p><a class="reference external" href="https://pangeo.io/cloud.html#dask">https://pangeo.io/cloud.html#dask</a></p></li>
-</ul>
-</div>
-<div class="section" id="creating-custom-docker-images">
-<h2>Creating Custom Docker Images<a class="headerlink" href="#creating-custom-docker-images" title="Permalink to this headline">¶</a></h2>
-<p>The LEAP-Pangeo Jupyterhub provides a selection of <a class="reference internal" href="../reference/infrastructure.html#reference-infrastructure-hub-software-env"><span class="std std-ref">software environments</span></a> that enable many workflows using the Pangeo Software stack, but often users will need to install custom dependencies. Installing dependencies every time you start a server is usually fine for testing, but can become cumbersome over the long run and makes reproducibility much harder.</p>
-<p>The solution to this is to build a custom docker image, publish it on a registry, and then you will be able to <a class="reference internal" href="../reference/infrastructure.html#reference-infrastructure-hub-image-custom"><span class="std std-ref">simply paste a string into the <code class="docutils literal notranslate"><span class="pre">Image</span></code> selection box upon server startup</span></a>.</p>
-<p>This guide will not describe how to build a docker image from scratch, but instead rely on <a class="reference external" href="https://github.com/jupyterhub/repo2docker">repo2docker</a> which is implemented in template repositories.</p>
-<p>Generally you have two options to generate images:</p>
-<ul class="simple">
-<li><p>Inheret from a community maintained existing image and add additional dependencies (<strong>recommended</strong>)</p></li>
-<li><p>Build an entirely new environment, for instance based on a conda environment file.</p></li>
-</ul>
-<p>In most cases we recommend the first approach due to the lower maintenance burden (configurations from upstream can be adopted by a simple tag change). This guide will describe the particular steps needed to generate your own image based on one of the pangeo docker images. These instructions are based mostly on the 2i2c documentation of how to <a class="reference external" href="https://docs.2i2c.org/admin/howto/environment/customize-image/index.html">Customize a community-maintained upstream image</a> with some modification specific to LEAP.</p>
-<div class="section" id="creating-a-repository">
-<h3>Creating a repository<a class="headerlink" href="#creating-a-repository" title="Permalink to this headline">¶</a></h3>
-<p>Create a repository from <a class="reference external" href="https://github.com/2i2c-org/example-inherit-from-community-image/tree/main">2i2c-org/example-inherit-from-community-image</a> by clicking the <code class="docutils literal notranslate"><span class="pre">Use</span> <span class="pre">this</span> <span class="pre">Template</span></code> button in the upper right corner.</p>
-<div class="admonition warning">
-<p class="admonition-title">Warning</p>
-<p>We highly encourage</p>
-<ul class="simple">
-<li><p>creating this repo under the <code class="docutils literal notranslate"><span class="pre">leap-stc</span></code> organization</p></li>
-<li><p>making the repo public
-This will ensure all steps below work as easily as possible.</p></li>
-</ul>
-</div>
-</div>
-<div class="section" id="set-up-the-container-registry">
-<span id="guides-compute-custom-image-container-registry"></span><h3>Set up the Container registry<a class="headerlink" href="#set-up-the-container-registry" title="Permalink to this headline">¶</a></h3>
-<p>We recommend hosting the image under the <a class="reference external" href="https://quay.io/user/leap-stc/"><code class="docutils literal notranslate"><span class="pre">leap-stc</span></code> quay.io account</a>. This requires actions from a member of the <a class="reference internal" href="../support.html#support-data-compute-team"><span class="std std-ref">Data and Computation Team</span></a>. Please open an issue titled <code class="docutils literal notranslate"><span class="pre">Set</span> <span class="pre">up</span> <span class="pre">quay.io</span></code> in your newly created repo, and add a message like this:</p>
-<div class="highlight-default notranslate"><div class="highlight"><pre><span></span>@leap-stc/data-and-compute 
-can you please:
-- share the quay.io secrets with this repo 
-- set up a matching repo under the `leap-stc`quay.io organization
-- give the robot account access to that new repo
-</pre></div>
-</div>
-<div class="admonition note">
-<p class="admonition-title">Note</p>
-<p>If you decide to host the image under your own account, you should follow the instructions in the <a class="reference external" href="https://docs.2i2c.org/admin/howto/environment/customize-image/index.html#set-up-the-github-repository-and-connect-it-to-quay-io">2i2c docs</a>.</p>
-</div>
-</div>
-<div class="section" id="edit-repository-files">
-<h3>Edit repository files<a class="headerlink" href="#edit-repository-files" title="Permalink to this headline">¶</a></h3>
-<p>Now we edit the files in the repository. Chose your preferred way (e.g. in the browser, or by cloning the repositoriy locally or to the hub), and make the following changes:</p>
-<ul class="simple">
-<li><p>In <code class="docutils literal notranslate"><span class="pre">Dockerfile</span></code> edit the text after <code class="docutils literal notranslate"><span class="pre">&quot;FROM&quot;</span></code> with the image tag of the upstream image you want to build opon. The tag usually is composed as</p></li>
-</ul>
-<div class="highlight-default notranslate"><div class="highlight"><pre><span></span><span class="o">&lt;</span><span class="n">registry</span><span class="o">&gt;/&lt;</span><span class="n">username</span><span class="o">&gt;/&lt;</span><span class="n">repo_name</span><span class="o">&gt;</span><span class="p">:</span><span class="o">&lt;</span><span class="nb">hash</span><span class="o">&gt;</span>
-</pre></div>
-</div>
-<p>To inheret from the latest pangeo-notebook image you should paste:</p>
-<div class="highlight-default notranslate"><div class="highlight"><pre><span></span><span class="n">quay</span><span class="o">.</span><span class="n">io</span><span class="o">/</span><span class="n">pangeo</span><span class="o">/</span><span class="n">pangeo</span><span class="o">-</span><span class="n">notebook</span><span class="p">:</span><span class="mf">2024.08.18</span>
-</pre></div>
-</div>
-<div class="admonition note">
-<p class="admonition-title">Note</p>
-<p>At the time of writing <code class="docutils literal notranslate"><span class="pre">2024.08.18</span></code> was the latest tag, but you should always check for the latest hash <a class="reference external" href="https://github.com/pangeo-data/pangeo-docker-images/tags">here</a> and use that one.</p>
-</div>
-<ul class="simple">
-<li><p>Now we can specify the additional requirements that should be installed on top. Edit the <code class="docutils literal notranslate"><span class="pre">environment.yml</span></code> file to your liking (you can remove the example packages from the template!).</p></li>
-<li><p>Edit the tests to make sure that we can import the dependencies properly. Check out the examples in the folder <code class="docutils literal notranslate"><span class="pre">image-tests</span></code>, add <code class="docutils literal notranslate"><span class="pre">.ipynb</span></code> and/or <code class="docutils literal notranslate"><span class="pre">.py</span></code> files for your added dependencies. Don’t forget to remove the existing examples, since they will fail if you removed the <code class="docutils literal notranslate"><span class="pre">'otter-grader'</span></code> from <code class="docutils literal notranslate"><span class="pre">environment.yaml</span></code>!</p></li>
-<li><p>Finally set up the Github actions so that we can build the image in the next step. You can follow the instructions from 2i2c <a class="reference external" href="https://docs.2i2c.org/admin/howto/environment/customize-image/index.html#build-base-image">here</a> to modify the github workflows and push changes back to Github.</p></li>
-</ul>
-<div class="admonition important">
-<p class="admonition-title">Important</p>
-<p>If you chose to host the image via LEAP (as recommended in <a class="reference internal" href="#guides-compute-custom-image-container-registry"><span class="std std-ref">Set up the Container registry</span></a>), make sure you replace the <code class="docutils literal notranslate"><span class="pre">IMAGE_NAME</span></code> value in <code class="docutils literal notranslate"><span class="pre">.github/workflows/build.yaml</span></code> and <code class="docutils literal notranslate"><span class="pre">.github/workflows/test.yaml</span></code> with <code class="docutils literal notranslate"><span class="pre">leap-stc/&lt;your</span> <span class="pre">repository</span> <span class="pre">name&gt;</span></code>.</p>
-</div>
-</div>
-<div class="section" id="test-the-image">
-<h3>Test the image<a class="headerlink" href="#test-the-image" title="Permalink to this headline">¶</a></h3>
-<p>You can test the built image either on the <a class="reference external" href="https://docs.2i2c.org/admin/howto/environment/customize-image/index.html#test-the-custom-image-with-a-2i2c-hub">hub</a> or via [Binder](<username>/jupyter-scipy-xarray).</p>
-<p>If things work as expected, you are done! If you find that you are still missing dependencies, repeat the steps above to edit the <code class="docutils literal notranslate"><span class="pre">environment.yaml</span></code>, push to Github, and test until you are happy with the environment.</p>
-</div>
-</div>
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- <li class="toc-h2 nav-item toc-entry">
-  <a class="reference internal nav-link" href="#discovering-dataset">
-   Discovering Dataset
-  </a>
- </li>
- <li class="toc-h2 nav-item toc-entry">
-  <a class="reference internal nav-link" href="#working-with-data-in-cloud-object-storage">
-   Working with Data in Cloud Object Storage
-  </a>
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-    <a class="reference internal nav-link" href="#inspecting-contents-of-the-bucket">
-     Inspecting contents of the bucket
-    </a>
-   </li>
-   <li class="toc-h3 nav-item toc-entry">
-    <a class="reference internal nav-link" href="#moving-data">
-     Moving Data
-    </a>
-   </li>
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-    <a class="reference internal nav-link" href="#basic-writing-to-and-reading-from-cloud-buckets">
-     Basic writing to and reading from cloud buckets
-    </a>
-   </li>
-   <li class="toc-h3 nav-item toc-entry">
-    <a class="reference internal nav-link" href="#deleting-from-cloud-buckets">
-     Deleting from cloud buckets
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- </li>
- <li class="toc-h2 nav-item toc-entry">
-  <a class="reference internal nav-link" href="#transfering-data-into-cloud-storage">
-   Transfering Data into Cloud Storage
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-   <li class="toc-h3 nav-item toc-entry">
-    <a class="reference internal nav-link" href="#ingesting-datasets-into-cloud-storage">
-     Ingesting Datasets into Cloud Storage
-    </a>
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-     <li class="toc-h4 nav-item toc-entry">
-      <a class="reference internal nav-link" href="#how-to-get-new-data-ingested">
-       How to get new data ingested
-      </a>
-     </li>
-    </ul>
-   </li>
-   <li class="toc-h3 nav-item toc-entry">
-    <a class="reference internal nav-link" href="#manually-uploading-downloading-data-to-cloud-buckets">
-     Manually uploading/downloading data to cloud buckets
-    </a>
-    <ul class="nav section-nav flex-column">
-     <li class="toc-h4 nav-item toc-entry">
-      <a class="reference internal nav-link" href="#upload-medium-sized-original-data-from-your-local-machine">
-       Upload medium sized original data from your local machine
-      </a>
-     </li>
-     <li class="toc-h4 nav-item toc-entry">
-      <a class="reference internal nav-link" href="#uploading-large-original-data-from-an-hpc-system-no-browser-access-on-the-system-available">
-       Uploading large original data from an HPC system (no browser access on the system available)
-      </a>
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-                            <h2> Contents </h2>
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-                            <ul class="visible nav section-nav flex-column">
- <li class="toc-h2 nav-item toc-entry">
-  <a class="reference internal nav-link" href="#discovering-dataset">
-   Discovering Dataset
-  </a>
- </li>
- <li class="toc-h2 nav-item toc-entry">
-  <a class="reference internal nav-link" href="#working-with-data-in-cloud-object-storage">
-   Working with Data in Cloud Object Storage
-  </a>
-  <ul class="nav section-nav flex-column">
-   <li class="toc-h3 nav-item toc-entry">
-    <a class="reference internal nav-link" href="#tools">
-     Tools
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-       Configuration for Authenticated Access
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-    <a class="reference internal nav-link" href="#hub-data-setup">
-    </a>
-   </li>
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-    <a class="reference internal nav-link" href="#inspecting-contents-of-the-bucket">
-     Inspecting contents of the bucket
-    </a>
-   </li>
-   <li class="toc-h3 nav-item toc-entry">
-    <a class="reference internal nav-link" href="#moving-data">
-     Moving Data
-    </a>
-   </li>
-   <li class="toc-h3 nav-item toc-entry">
-    <a class="reference internal nav-link" href="#basic-writing-to-and-reading-from-cloud-buckets">
-     Basic writing to and reading from cloud buckets
-    </a>
-   </li>
-   <li class="toc-h3 nav-item toc-entry">
-    <a class="reference internal nav-link" href="#deleting-from-cloud-buckets">
-     Deleting from cloud buckets
-    </a>
-   </li>
-  </ul>
- </li>
- <li class="toc-h2 nav-item toc-entry">
-  <a class="reference internal nav-link" href="#transfering-data-into-cloud-storage">
-   Transfering Data into Cloud Storage
-  </a>
-  <ul class="nav section-nav flex-column">
-   <li class="toc-h3 nav-item toc-entry">
-    <a class="reference internal nav-link" href="#ingesting-datasets-into-cloud-storage">
-     Ingesting Datasets into Cloud Storage
-    </a>
-    <ul class="nav section-nav flex-column">
-     <li class="toc-h4 nav-item toc-entry">
-      <a class="reference internal nav-link" href="#how-to-get-new-data-ingested">
-       How to get new data ingested
-      </a>
-     </li>
-    </ul>
-   </li>
-   <li class="toc-h3 nav-item toc-entry">
-    <a class="reference internal nav-link" href="#manually-uploading-downloading-data-to-cloud-buckets">
-     Manually uploading/downloading data to cloud buckets
-    </a>
-    <ul class="nav section-nav flex-column">
-     <li class="toc-h4 nav-item toc-entry">
-      <a class="reference internal nav-link" href="#upload-medium-sized-original-data-from-your-local-machine">
-       Upload medium sized original data from your local machine
-      </a>
-     </li>
-     <li class="toc-h4 nav-item toc-entry">
-      <a class="reference internal nav-link" href="#uploading-large-original-data-from-an-hpc-system-no-browser-access-on-the-system-available">
-       Uploading large original data from an HPC system (no browser access on the system available)
-      </a>
-     </li>
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-  <div class="tex2jax_ignore mathjax_ignore section" id="data-guide">
-<span id="guide-data"></span><h1>Data Guide<a class="headerlink" href="#data-guide" title="Permalink to this headline">¶</a></h1>
-<p>Data is fundamental to most people’s work at LEAP. This guide describes best practices how to find, read, write, transfer, ingest, and catalog data.</p>
-<div class="section" id="discovering-dataset">
-<h2>Discovering Dataset<a class="headerlink" href="#discovering-dataset" title="Permalink to this headline">¶</a></h2>
-<p>You want to have a specific dataset to explore or analyze? There is a good chance that somebody else at LEAP has already worked with the data! So the first thing to look for data should always be a visit to the <a class="reference internal" href="../reference/infrastructure.html#reference-infrastructure-catalog"><span class="std std-ref">LEAP-Pangeo Data Catalog</span></a>.</p>
-</div>
-<div class="section" id="working-with-data-in-cloud-object-storage">
-<h2>Working with Data in Cloud Object Storage<a class="headerlink" href="#working-with-data-in-cloud-object-storage" title="Permalink to this headline">¶</a></h2>
-<p>Data and files work differently in the cloud.
-To help onboard you to this new way of working, we have written a guide to Files and Data in the Cloud:</p>
-<ul class="simple">
-<li><p><a class="reference external" href="https://docs.2i2c.org/user/topics/data/filesystem/">2i2c Docs: Data and Filesystem</a></p></li>
-</ul>
-<p>We recommend you read this thoroughly, especially the part about Git and GitHub. LEAP provides several <a class="reference internal" href="../reference/infrastructure.html#reference-infrastructure-buckets"><span class="std std-ref">cloud buckets</span></a>, and the following steps illustrate how to work with data in object storage as opposed to a filesystem.</p>
-<div class="section" id="tools">
-<h3>Tools<a class="headerlink" href="#tools" title="Permalink to this headline">¶</a></h3>
-<p>There are many tools available to interact with cloud object storage. We currently have basic operations documented for two tools:</p>
-<ul class="simple">
-<li><p><a class="reference external" href="https://filesystem-spec.readthedocs.io/en/latest/">fsspec</a> (and its submodules <a class="reference external" href="https://gcsfs.readthedocs.io/en/latest/">gcsfs</a> and <a class="reference external" href="https://s3fs.readthedocs.io/en/latest/">s3fs</a>) which provide filesystem-like access from within a python session. Fsspec is also used by xarray under the hood.</p></li>
-<li><p><a class="reference external" href="https://rclone.org/">rclone</a> which provides a Command Line Interface to many different storage backends.</p></li>
-</ul>
-<div class="tip dropdown admonition">
-<p class="admonition-title">Note on rclone documentation</p>
-<p>Rclone is a very extensive and powerful tool, but with its many options it can be overwhelming (at least it was for Julius) at the beginning. We will only demonstrate essential options here, for more details see the <a class="reference external" href="https://rclone.org/">docs</a>. If however instructions here are not working for your specific use case, please reach out so we can improve the docs.</p>
-</div>
-<div class="section" id="configuration-for-authenticated-access">
-<span id="data-config-files"></span><h4>Configuration for Authenticated Access<a class="headerlink" href="#configuration-for-authenticated-access" title="Permalink to this headline">¶</a></h4>
-<p>Unless a given cloud bucket allows anonymous access or is preauthenticated within your environment (like it is the case for some of the <a class="reference internal" href="../reference/infrastructure.html#reference-infrastructure-buckets"><span class="std std-ref">LEAP-Pangeo owned buckets</span></a>) you will need to authenticate with a key/secret pair.</p>
-<div class="warning admonition">
-<p class="admonition-title">Always Handle credentials with care!</p>
-<p>Always handle secrets with care. Do not store them in plain text that is visible to others (e.g. in a notebook cell that is pushed to a public github repository). See <a class="reference internal" href="code_guide.html#guide-code-secrets"><span class="std std-ref">Handling Secrets</span></a> for more instructions on how to keep secrets safe.</p>
-</div>
-<p>We recommend to store your secrets in one of the following configuration files (which will be used in the following example to read and write data):
-s</p>
-<div class="sd-tab-set docutils">
-<input checked="checked" id="sd-tab-item-0" name="sd-tab-set-0" type="radio">
-</input><label class="sd-tab-label" for="sd-tab-item-0">
-Fsspec</label><div class="sd-tab-content docutils">
-<p>Fsspec supports named [](aws profiles) in a credentials files. You can create one via Generate an aws credential file via the <a class="reference external" href="https://docs.aws.amazon.com/cli/v1/userguide/cli-configure-files.html#cli-configure-files-examples">aws CLI</a>(installed on the hub by defaule):</p>
-<div class="highlight-shell notranslate"><div class="highlight"><pre><span></span>aws<span class="w"> </span>configure<span class="w"> </span>--profile<span class="w"> </span>&lt;pick_a_name&gt;
-</pre></div>
-</div>
-<p>Pick a sensible name for your profile, particularly if you are working with multiple profiles and buckets.</p>
-<p>The file <code class="docutils literal notranslate"><span class="pre">~/.aws/credentials</span></code> then contains your key/secret similar to this:</p>
-<div class="highlight-default notranslate"><div class="highlight"><pre><span></span><span class="p">[</span><span class="o">&lt;</span><span class="n">the_profile_name_you_picked</span><span class="o">&gt;</span><span class="p">]</span>
-<span class="n">aws_access_key_id</span> <span class="o">=</span> <span class="o">***</span>
-<span class="n">aws_secret_access_key</span> <span class="o">=</span> <span class="o">***</span>
-</pre></div>
-</div>
-</div>
-<input id="sd-tab-item-1" name="sd-tab-set-0" type="radio">
-</input><label class="sd-tab-label" for="sd-tab-item-1">
-Rclone</label><div class="sd-tab-content docutils">
-<p>Rclone has its own <a class="reference external" href="https://rclone.org/docs/#config-config-file">configuration file format</a> where you can specify the key and secret (and many other settings) in a similar fashion (note the missing <code class="docutils literal notranslate"><span class="pre">aws_</span></code> though!).</p>
-<p>We recommend setting up the config file (show the default location with <code class="docutils literal notranslate"><span class="pre">rclone</span> <span class="pre">config</span> <span class="pre">file</span></code>) by hand to look something like this:</p>
-<div class="highlight-default notranslate"><div class="highlight"><pre><span></span><span class="p">[</span><span class="o">&lt;</span><span class="n">remote_name</span><span class="o">&gt;</span><span class="p">]</span>
-<span class="o">...</span> <span class="c1"># other values</span>
-<span class="n">access_key_id</span> <span class="o">=</span> <span class="n">XXX</span>
-<span class="n">secret_access_key</span> <span class="o">=</span> <span class="n">XXX</span>
-</pre></div>
-</div>
-<p>You can have multiple ‘remotes’ in this file for different cloud buckets.</p>
-<p>For the <a class="reference internal" href="../reference/infrastructure.html#reference-infrastructrue-osn-pod"><span class="std std-ref">m2lines OSN Pod</span></a> use this remote definition:</p>
-<div class="highlight-default notranslate"><div class="highlight"><pre><span></span><span class="p">[</span><span class="n">osn</span><span class="p">]</span>
-<span class="nb">type</span> <span class="o">=</span> <span class="n">s3</span>
-<span class="n">provider</span> <span class="o">=</span> <span class="n">Ceph</span>
-<span class="n">endpoint</span> <span class="o">=</span> <span class="n">https</span><span class="p">:</span><span class="o">//</span><span class="n">nyu1</span><span class="o">.</span><span class="n">osn</span><span class="o">.</span><span class="n">mghpcc</span><span class="o">.</span><span class="n">org</span>
-<span class="n">access_key_id</span> <span class="o">=</span> <span class="n">XXX</span>
-<span class="n">secret_access_key</span> <span class="o">=</span> <span class="n">XXX</span>
-</pre></div>
-</div>
-</div>
-</div>
-<div class="admonition warning">
-<p class="admonition-title">Warning</p>
-<p>Ideally we want to store these secrets only in one central location. The natural place for these seems to be in an <a class="reference external" href="https://docs.aws.amazon.com/cli/v1/userguide/cli-configure-files.html#cli-configure-files-format">AWS cli profiles</a>, which can also be used for fsspec. There however seem to be multiple issues (<a class="reference external" href="https://forum.rclone.org/t/shared-credentials-file-is-not-recognised/46993">here</a>) around this feature in rclone, and so far we have not succeeded in using AWS profiles in rclone.
-According to those issues we can only make the aws profiles (or <a class="reference external" href="https://forum.rclone.org/t/s3-profile-failing-when-explicit-s3-endpoint-is-present/36063/4?u=jbusecke">source profiles?</a>, anyways the credentials part of it) work if we define one config file per remote <a class="reference external" href="https://forum.rclone.org/t/shared-credentials-file-is-not-recognised/46993/2?u=jbusecke">and use the ‘default’ profile</a>which presumably breaks compatibility with fsspec, and also does not work at all right now. So at the moment we will have to keep the credentials in two separate spots 🤷‍♂️. <strong>Please make sure to apply proper caution when <a class="reference internal" href="code_guide.html#guide-code-secrets"><span class="std std-ref">handling secrets</span></a> for each config files that stores secrets in plain text!</strong></p>
-</div>
-<div class="admonition note">
-<p class="admonition-title">Note</p>
-<p>You can find more great documentation, specifically on how to use OSN resources, in <a class="reference external" href="https://hytest-org.github.io/hytest/essential_reading/DataSources/Data_S3.html#credentialed-access">this section</a> of the <a class="reference external" href="https://hytest-org.github.io/hytest/doc/About.html">HyTEST Docs</a></p>
-</div>
-</div>
-</div>
-<div class="section" id="hub-data-setup">
-<span id="id1"></span><h3><a class="headerlink" href="#hub-data-setup" title="Permalink to this headline">¶</a></h3>
-</div>
-<div class="section" id="inspecting-contents-of-the-bucket">
-<span id="hub-data-list"></span><h3>Inspecting contents of the bucket<a class="headerlink" href="#inspecting-contents-of-the-bucket" title="Permalink to this headline">¶</a></h3>
-<div class="sd-tab-set docutils">
-<input checked="checked" id="sd-tab-item-2" name="sd-tab-set-1" type="radio">
-</input><label class="sd-tab-label" for="sd-tab-item-2">
-Fsspec</label><div class="sd-tab-content docutils">
-<p>The initial step in working with fsspec is to create a <code class="docutils literal notranslate"><span class="pre">filesystem</span></code> object which enables the abstraction on top of different object storage system.</p>
-<div class="highlight-python notranslate"><div class="highlight"><pre><span></span><span class="kn">import</span><span class="w"> </span><span class="nn">fsspec</span>
-
-<span class="c1"># for Google Storage </span>
-<span class="n">fs</span> <span class="o">=</span> <span class="n">fsspec</span><span class="o">.</span><span class="n">filesystem</span><span class="p">(</span><span class="s1">&#39;gs&#39;</span><span class="p">)</span> <span class="c1"># equivalent to gcsfs.GCSFileSystem()</span>
-
-<span class="c1"># for s3</span>
-<span class="n">fs</span> <span class="o">=</span> <span class="n">fsspec</span><span class="o">.</span><span class="n">filesystem</span><span class="p">(</span><span class="s1">&#39;s3&#39;</span><span class="p">)</span> <span class="c1"># equivalent to s3fs.S3FileSystem()</span>
-</pre></div>
-</div>
-<p>For <strong>authenticated access</strong> you need to pass additional arguments. In this case (for the m2lines OSN pod) we pass a custom endpoint and an <a class="reference internal" href="#data-config-files"><span class="std std-ref">aws profile</span></a>:</p>
-<div class="highlight-python notranslate"><div class="highlight"><pre><span></span><span class="n">fs</span> <span class="o">=</span> <span class="n">fsspec</span><span class="o">.</span><span class="n">filesystem</span><span class="p">(</span>
-    <span class="s1">&#39;s3&#39;</span><span class="p">,</span>
-    <span class="n">profile</span><span class="o">=</span><span class="s1">&#39;&lt;the_profile_name_you_picked&gt;&#39;</span><span class="p">,</span>  <span class="c1">## This is the profile name you configured above.</span>
-    <span class="n">client_kwargs</span><span class="o">=</span><span class="p">{</span><span class="s1">&#39;endpoint_url&#39;</span><span class="p">:</span> <span class="s1">&#39;https://nyu1.osn.mghpcc.org &#39;</span><span class="p">}</span> <span class="c1"># This is the endpoint for the m2lines osn pod</span>
-<span class="p">)</span>
-</pre></div>
-</div>
-<p>You can now use the <code class="docutils literal notranslate"><span class="pre">.ls</span></code> method to list contents of a bucket and prefixes.</p>
-<p>You can e.g. list the contents of your personal folder on the persistent GCS bucket with</p>
-<div class="highlight-python notranslate"><div class="highlight"><pre><span></span><span class="n">fs</span><span class="o">.</span><span class="n">ls</span><span class="p">(</span><span class="s2">&quot;leap-persistent/funky-user&quot;</span><span class="p">)</span> <span class="c1"># replace with your github username</span>
-</pre></div>
-</div>
-</div>
-<input id="sd-tab-item-3" name="sd-tab-set-1" type="radio">
-</input><label class="sd-tab-label" for="sd-tab-item-3">
-Rclone</label><div class="sd-tab-content docutils">
-<p>To inspect a bucket you can use clone with the profile (‘remote’ in rclone terminology) set up <a class="reference internal" href="#data-config-files"><span class="std std-ref">above</span></a>:</p>
-<div class="highlight-shell notranslate"><div class="highlight"><pre><span></span>rclone<span class="w"> </span>ls<span class="w"> </span>&lt;remote_name&gt;:bucket-name/funky-user
-</pre></div>
-</div>
-</div>
-</div>
-</div>
-<div class="section" id="moving-data">
-<h3>Moving Data<a class="headerlink" href="#moving-data" title="Permalink to this headline">¶</a></h3>
-<div class="sd-tab-set docutils">
-<input checked="checked" id="sd-tab-item-4" name="sd-tab-set-2" type="radio">
-</input><label class="sd-tab-label" for="sd-tab-item-4">
-Fsspec</label><div class="sd-tab-content docutils">
-<p>🚧</p>
-</div>
-<input id="sd-tab-item-5" name="sd-tab-set-2" type="radio">
-</input><label class="sd-tab-label" for="sd-tab-item-5">
-Rclone</label><div class="sd-tab-content docutils">
-<p>You can move directories from a local computer to cloud storage with rclone (make sure you are properly <a class="reference internal" href="#data-config-files"><span class="std std-ref">authenticated</span></a>):</p>
-<div class="highlight-shell notranslate"><div class="highlight"><pre><span></span>rclone<span class="w"> </span>copy<span class="w"> </span>path/to/local/dir/<span class="w"> </span>&lt;remote_name&gt;:&lt;bucket-name&gt;/funky-user/some-directory
-</pre></div>
-</div>
-<p>You can also move data between cloud buckets using rclone</p>
-<div class="highlight-shell notranslate"><div class="highlight"><pre><span></span>rclone<span class="w"> </span>copy<span class="w"> </span><span class="se">\</span>
-<span class="w"> </span>&lt;remote_name_a&gt;:&lt;bucket-name&gt;/funky-user/some-directory<span class="se">\</span>
-<span class="w"> </span>&lt;remote_name_b&gt;:&lt;bucket-name&gt;/funky-user/some-directory
-</pre></div>
-</div>
-<div class="note admonition">
-<p class="admonition-title">Copying single files</p>
-<p>To copy single files with rclone use the <a class="reference external" href="https://rclone.org/commands/rclone_copyto/">copyto command</a> or copy the containing folder and use the <code class="docutils literal notranslate"><span class="pre">--include</span></code> or <code class="docutils literal notranslate"><span class="pre">--exclude</span></code> flags to select the file to copy.</p>
-</div>
-<div class="admonition note">
-<p class="admonition-title">Note</p>
-<p>Copying with rclone will stream the data from the source to your computer and back to the target, and thus transfer speed is likely limited by the internet connection of your local machine.</p>
-</div>
-</div>
-</div>
-</div>
-<div class="section" id="basic-writing-to-and-reading-from-cloud-buckets">
-<span id="hub-data-read-write"></span><h3>Basic writing to and reading from cloud buckets<a class="headerlink" href="#basic-writing-to-and-reading-from-cloud-buckets" title="Permalink to this headline">¶</a></h3>
-<p>We do not recommend uploading large files (e.g. netcdf) directly to the bucket. Instead we recommend to write data as ARCO (Analysis-Ready Cloud-Optimized) formats like <a class="reference external" href="https://zarr.dev">zarr</a>(for n-dimensional arrays) and <a class="reference external" href="https://parquet.apache.org">parquet</a>(for tabular data) (read more <a class="reference external" href="https://ieeexplore.ieee.org/document/9354557">here</a> why we recommend ARCO formats).</p>
-<p>If you work with xarray Datasets switching the storage format is as easy as swapping out a single line when reading/writing data:</p>
-<p>Xarray provides a method to stream results of a computation to zarr</p>
-<div class="highlight-python notranslate"><div class="highlight"><pre><span></span><span class="n">ds</span> <span class="o">=</span> <span class="o">...</span>
-<span class="n">ds_processed</span> <span class="o">=</span> <span class="n">ds</span><span class="o">.</span><span class="n">mean</span><span class="p">(</span><span class="o">...</span><span class="p">)</span><span class="o">.</span><span class="n">resample</span><span class="p">(</span><span class="o">...</span><span class="p">)</span>
-<span class="n">user_path</span> <span class="o">=</span> <span class="s2">&quot;gs://leap-scratch/funky-user&quot;</span>  <span class="c1"># 👀 make sure to prepend `gs://` to the path or xarray will interpret this as a local path</span>
-<span class="n">store_name</span> <span class="o">=</span> <span class="s2">&quot;processed_store.zarr&quot;</span>
-<span class="n">ds_processed</span><span class="o">.</span><span class="n">to_zarr</span><span class="p">(</span><span class="sa">f</span><span class="s2">&quot;</span><span class="si">{</span><span class="n">user_path</span><span class="si">}</span><span class="s2">/</span><span class="si">{</span><span class="n">store_name</span><span class="si">}</span><span class="s2">&quot;</span><span class="p">)</span>
-</pre></div>
-</div>
-<p>This will write a zarr store to the scratch bucket.</p>
-<p>You can read it back into an xarray dataset with this snippet:</p>
-<div class="highlight-python notranslate"><div class="highlight"><pre><span></span><span class="kn">import</span><span class="w"> </span><span class="nn">xarray</span><span class="w"> </span><span class="k">as</span><span class="w"> </span><span class="nn">xr</span>
-
-<span class="n">ds</span> <span class="o">=</span> <span class="n">xr</span><span class="o">.</span><span class="n">open_dataset</span><span class="p">(</span>
-    <span class="s2">&quot;gs://leap-scratch/funky-user/processed_store.zarr&quot;</span><span class="p">,</span> <span class="n">engine</span><span class="o">=</span><span class="s2">&quot;zarr&quot;</span><span class="p">,</span> <span class="n">chunks</span><span class="o">=</span><span class="p">{}</span>
-<span class="p">)</span>  <span class="c1">#</span>
-</pre></div>
-</div>
-<p>… and you can give this to any other registered LEAP user and they can load it exactly like you can!</p>
-<div class="admonition note">
-<p class="admonition-title">Note</p>
-<p>Note that providing the url starting with <code class="docutils literal notranslate"><span class="pre">gs://...</span></code> is assumes that you have appropriate credentials set up in your environment to read/write to that bucket. On the hub these are already set up for you to work with the <a class="reference internal" href="../reference/infrastructure.html#reference-infrastructure-buckets"><span class="std std-ref">LEAP-Pangeo Cloud Storage Buckets</span></a>, but if you are trying to interact with non-public buckets you need to authenticate yourself. Check out the sections <a class="reference internal" href="#guide-data-upload-manual"><span class="std std-ref">below</span></a> to see an example how to do that.</p>
-</div>
-<p>You can also write other files directly to the bucket by using <a class="reference external" href="https://filesystem-spec.readthedocs.io/en/latest/api.html#fsspec.open"><code class="docutils literal notranslate"><span class="pre">fsspec.open</span></code></a> similarly to the python builtin <a class="reference external" href="https://docs.python.org/3/library/functions.html#open"><code class="docutils literal notranslate"><span class="pre">open</span></code></a></p>
-<div class="highlight-python notranslate"><div class="highlight"><pre><span></span><span class="k">with</span> <span class="n">fsspec</span><span class="o">.</span><span class="n">open</span><span class="p">(</span><span class="s2">&quot;gs://leap-scratch/funky-user/test.txt&quot;</span><span class="p">,</span> <span class="n">mode</span><span class="o">=</span><span class="s2">&quot;w&quot;</span><span class="p">)</span> <span class="k">as</span> <span class="n">f</span><span class="p">:</span>
-    <span class="n">f</span><span class="o">.</span><span class="n">write</span><span class="p">(</span><span class="s2">&quot;hello world&quot;</span><span class="p">)</span>
-</pre></div>
-</div>
-<p>Another example of a rountrip save and load with numpy:</p>
-<div class="highlight-python notranslate"><div class="highlight"><pre><span></span><span class="kn">import</span><span class="w"> </span><span class="nn">numpy</span><span class="w"> </span><span class="k">as</span><span class="w"> </span><span class="nn">np</span>
-<span class="kn">import</span><span class="w"> </span><span class="nn">fsspec</span>
-
-<span class="n">arr</span> <span class="o">=</span> <span class="n">np</span><span class="o">.</span><span class="n">array</span><span class="p">([</span><span class="mi">1</span><span class="p">,</span> <span class="mi">2</span><span class="p">,</span> <span class="mi">4</span><span class="p">])</span>
-<span class="n">arr</span>
-</pre></div>
-</div>
-<div class="highlight-default notranslate"><div class="highlight"><pre><span></span><span class="n">array</span><span class="p">([</span><span class="mi">1</span><span class="p">,</span> <span class="mi">2</span><span class="p">,</span> <span class="mi">4</span><span class="p">])</span>
-</pre></div>
-</div>
-<div class="highlight-python notranslate"><div class="highlight"><pre><span></span><span class="k">with</span> <span class="n">fsspec</span><span class="o">.</span><span class="n">open</span><span class="p">(</span><span class="s2">&quot;gs://leap-scratch/funky-user/arr_test.npy&quot;</span><span class="p">,</span> <span class="n">mode</span><span class="o">=</span><span class="s2">&quot;wb&quot;</span><span class="p">)</span> <span class="k">as</span> <span class="n">f</span><span class="p">:</span>
-    <span class="n">np</span><span class="o">.</span><span class="n">save</span><span class="p">(</span><span class="n">f</span><span class="p">,</span> <span class="n">arr</span><span class="p">)</span>
-
-<span class="k">with</span> <span class="n">fsspec</span><span class="o">.</span><span class="n">open</span><span class="p">(</span><span class="s2">&quot;gs://leap-scratch/jbusecke/arr_test.npy&quot;</span><span class="p">,</span> <span class="n">mode</span><span class="o">=</span><span class="s2">&quot;rb&quot;</span><span class="p">)</span> <span class="k">as</span> <span class="n">f</span><span class="p">:</span>
-    <span class="n">arr_reloaded</span> <span class="o">=</span> <span class="n">np</span><span class="o">.</span><span class="n">load</span><span class="p">(</span><span class="n">f</span><span class="p">)</span>
-
-<span class="n">arr_reloaded</span>
-</pre></div>
-</div>
-<div class="highlight-default notranslate"><div class="highlight"><pre><span></span><span class="n">array</span><span class="p">([</span><span class="mi">1</span><span class="p">,</span> <span class="mi">2</span><span class="p">,</span> <span class="mi">4</span><span class="p">])</span>
-</pre></div>
-</div>
-<blockquote>
-<div><p>Make sure to specify <code class="docutils literal notranslate"><span class="pre">mode='rb'</span></code> or <code class="docutils literal notranslate"><span class="pre">move='wb'</span></code> for binary files.</p>
-</div></blockquote>
-</div>
-<div class="section" id="deleting-from-cloud-buckets">
-<h3>Deleting from cloud buckets<a class="headerlink" href="#deleting-from-cloud-buckets" title="Permalink to this headline">¶</a></h3>
-<div class="admonition warning">
-<p class="admonition-title">Warning</p>
-<p>Depending on which cloud bucket you are working, make sure to double check which files you are deleting by <a class="reference internal" href="#hub-data-list"><span class="std std-ref">inspecting the contents</span></a> and only working in a subdirectory with your username (e.g. <code class="docutils literal notranslate"><span class="pre">gs://&lt;leap-bucket&gt;/&lt;your-username&gt;/some/project/structure</span></code>.</p>
-</div>
-<p>You can remove single files by using a gcsfs/fsspec filessytem as above</p>
-<div class="highlight-python notranslate"><div class="highlight"><pre><span></span><span class="kn">import</span><span class="w"> </span><span class="nn">gcsfs</span>
-
-<span class="n">fs</span> <span class="o">=</span> <span class="n">gcsfs</span><span class="o">.</span><span class="n">GCSFileSystem</span><span class="p">()</span>  <span class="c1"># equivalent to fsspec.fs(&#39;gs&#39;)</span>
-<span class="n">fs</span><span class="o">.</span><span class="n">rm</span><span class="p">(</span><span class="s2">&quot;leap-persistent/funky-user/file_to_delete.nc&quot;</span><span class="p">)</span>
-</pre></div>
-</div>
-<p>If you want to remove zarr stores (which are an ‘exploded’ data format, and thus represented by a folder structure) you have to recursively delete the store.</p>
-<div class="highlight-python notranslate"><div class="highlight"><pre><span></span><span class="n">fs</span><span class="o">.</span><span class="n">rm</span><span class="p">(</span><span class="s2">&quot;leap-scratch/funky-user/processed_store.zarr&quot;</span><span class="p">,</span> <span class="n">recursive</span><span class="o">=</span><span class="kc">True</span><span class="p">)</span>
-</pre></div>
-</div>
-</div>
-</div>
-<div class="section" id="transfering-data-into-cloud-storage">
-<h2>Transfering Data into Cloud Storage<a class="headerlink" href="#transfering-data-into-cloud-storage" title="Permalink to this headline">¶</a></h2>
-<p>We distinguish between two primary <em>types</em> of data to upload: “Original” and “Published” data.</p>
-<ul class="simple">
-<li><p><strong>Published Data</strong> has been published and archived in a publically accessible location (e.g. a data repository like <a class="reference external" href="https://zenodo.org">zenodo</a> or <a class="reference external" href="https://figshare.com">figshare</a>). We do not recommend uploading this data to the cloud directly, but instead use <a class="reference external" href="https://pangeo-forge.readthedocs.io/en/latest/">Pangeo Forge</a> to transform and upload it to the cloud. This ensures that the data is stored in an ARCO format and can be easily accessed by other LEAP members.</p></li>
-<li><p><strong>Original Data</strong> is any dataset that is produced by researchers at LEAP and has not been published yet. The main use case for this data is to share it with other LEAP members and collaborate on it. For original data we support direct uploaded to the cloud. <em>Be aware that original data could change rapidly as the data producer is iterating on their code</em>. We encourage all datasets to be archived and published before using them in scientific publications.</p></li>
-</ul>
-<div class="section" id="ingesting-datasets-into-cloud-storage">
-<span id="guides-data-ingestion"></span><h3>Ingesting Datasets into Cloud Storage<a class="headerlink" href="#ingesting-datasets-into-cloud-storage" title="Permalink to this headline">¶</a></h3>
-<p>If you do not find your dataset in the data catalog we can ingest it. Data ingestion in this context means that we have a programatic way to download and transform data into <a class="reference internal" href="../reference/infrastructure.html#reference-arco"><span class="std std-ref">Analysis-Ready Cloud-Optimized (ARCO)</span></a> formats in a reproducible way, so that the dataset is available for the LEAP community and beyond (see <a class="reference internal" href="../reference/infrastructure.html#reference-infrastructure-buckets"><span class="std std-ref">LEAP-Pangeo Cloud Storage Buckets</span></a> for who can access which resource).</p>
-<p>Based on the 3 <a class="reference internal" href="../explanation/data_policy.html#explanation-data-policy-types"><span class="std std-ref">types of data</span></a> we host in the <a class="reference internal" href="../explanation/architecture.html#explanation-architecture-data-library"><span class="std std-ref">The Data Library</span></a> there are different ways of ingesting data:</p>
-<ul class="simple">
-<li><p>Linking an existing (public, egress-free) ARCO dataset to the <a class="reference internal" href="../explanation/architecture.html#explanation-architecture-catalog"><span class="std std-ref">Data Catalog</span></a></p></li>
-<li><p>Ingesting and transforming data into an ARCO copy on <a class="reference internal" href="../reference/infrastructure.html#reference-infrastructure-buckets"><span class="std std-ref">LEAP-Pangeo Cloud Storage Buckets</span></a>.</p></li>
-<li><p>(Work in Progress): Creating a virtual zarr store from existing publically hosted legacy format data (e.g. netcdf)</p></li>
-</ul>
-<p>The end result should feel indistingushable to the user (i.e. they just copy and paste a snippet and can immediately get to work <a class="reference internal" href="../explanation/data_policy.html#explanation-data-policies-access"><span class="std std-ref">Data Access</span></a>)</p>
-<p>We have additional requirements for the data ingestion to make the process sustainable and scalable:</p>
-<ul class="simple">
-<li><p>Process needs to be reproducible, e.g. when we want to reingest data to a different storage location</p></li>
-<li><p>Separation of concerns: The person who knows the dataset (the ‘data expert’) is in the unique position to encode their knowledge about the dataset into the recipe, but they should not be concerned with the details of how to execute it and where the data is ultimate stored. This is the responsibility of the Data and Compute team.</p></li>
-</ul>
-<p>The way we achieve this is to base our ingestion on <a class="reference external" href="https://pangeo-forge.readthedocs.io/en/latest/composition/index.html#recipe-composition">Pangeo Forge recipes</a>. For clearer organization each dataset the recipe should reside in its own repository under the <code class="docutils literal notranslate"><span class="pre">leap-stc</span></code> github organization. Each of these repositories will be called a ‘feedstock’, which contains additional metadata files (you can read more in the <a class="reference external" href="https://pangeo-forge.readthedocs.io/en/latest/deployment/feedstocks.html#from-recipe-to-feedstock">Pangeo Forge docs</a>).</p>
-<div class="section" id="how-to-get-new-data-ingested">
-<h4>How to get new data ingested<a class="headerlink" href="#how-to-get-new-data-ingested" title="Permalink to this headline">¶</a></h4>
-<p>To start ingesting a dataset follow these steps:</p>
-<ol class="simple">
-<li><p>Let the LEAP community and the Data and Computation Team know about this new dataset. We gather all ingestion requests in our <a class="reference external" href="https://github.com/leap-stc/data-management/issues">‘leap-stc/data_management’ issue tracker</a>. You should check existing issues with the tag <a class="reference external" href="https://github.com/leap-stc/data-management/issues?q=is%3Aissue+is%3Aopen+label%3Adataset">‘dataset’</a> to see if somebody else might have already requested this particular dataset. If that is not the case you can add a new <a class="reference external" href="https://github.com/leap-stc/data-management/issues/new?assignees=&amp;labels=dataset&amp;projects=&amp;template=new_dataset.yaml&amp;title=New+Dataset+%5BDataset+Name%5D">dataset_request</a>. Making these request in a central location enables others to see which datasets are currently being ingested and what the status is.</p></li>
-<li><p>Use our <a class="reference external" href="https://github.com/leap-stc/LEAP_template_feedstock">feedstock template</a> to create a feedstock repostory by following instructions in the README to get you started with either one of the above.</p></li>
-<li><p>If issues arise please reach out to the <a class="reference internal" href="../support.html#support-data-compute-team"><span class="std std-ref">Data and Computation Team</span></a></p></li>
-</ol>
-<div class="admonition note">
-<p class="admonition-title">Note</p>
-<p>This does currently not provide a solution to handle datasets that have been produced by you (as e.g. part of a publication). We are working on formalizing a workflow for this type of data. Please reach out to the <a class="reference internal" href="../support.html#support-data-compute-team"><span class="std std-ref">Data and Computation Team</span></a> if you have data that you would like to publish. See <a class="reference internal" href="../explanation/data_policy.html#explanation-data-policy-types"><span class="std std-ref">Types of Data Used at LEAP</span></a> for more.</p>
-</div>
-</div>
-</div>
-<div class="section" id="manually-uploading-downloading-data-to-cloud-buckets">
-<span id="guide-data-upload-manual"></span><h3>Manually uploading/downloading data to cloud buckets<a class="headerlink" href="#manually-uploading-downloading-data-to-cloud-buckets" title="Permalink to this headline">¶</a></h3>
-<p>We discourage manually moving datasets to our cloud storage as much as possible since it is hard to reproduce these datasets at a future point (if e.g. the dataset maintainer has moved on to a different position) (see <a class="reference internal" href="../explanation/data_policy.html#explanation-data-policy-reproducibility"><span class="std std-ref">Reproducibility</span></a>. We encourage you to try out the methods above, but if these should not work for some reason (and you were not able to find a solution with the <a class="reference internal" href="../support.html#support-data-compute-team"><span class="std std-ref">Data and Computation Team</span></a>), you should try the methods below. We will always <a class="reference internal" href="../explanation/code_policy.html#explanation-code-policy-dont-let-perfect-be-the-enemy-of-good"><span class="std std-ref">prioritize unblocking your work</span></a>.</p>
-<p>The below solutions fundamentally rely on the data being ‘pushed’ to the <a class="reference internal" href="../reference/infrastructure.html#reference-infrastructure-buckets"><span class="std std-ref">LEAP-Pangeo Cloud Storage Buckets</span></a> which usually requires intervention on part of the <a class="reference internal" href="../explanation/data_policy.html#explanation-data-policy-roles-data-expert"><span class="std std-ref">Data Expert</span></a>. This stands in contrast to e.g. data ingestion via <a class="reference internal" href="../reference/infrastructure.html#reference-pangeo-forge"><span class="std std-ref">Pangeo-Forge</span></a> where the <a class="reference internal" href="../explanation/data_policy.html#explanation-data-policy-roles-data-expert"><span class="std std-ref">Data Expert</span></a> only has to work on the recipe creation and the data is ‘pulled’ in a reproducible way. For more information see <a class="reference internal" href="../explanation/data_policy.html#explanation-data-policy"><span class="std std-ref">LEAP-Pangeo Data Policy</span></a>.</p>
-<p>Fundamentally the ‘pushing’ of datasets relies on two components:</p>
-<ul class="simple">
-<li><p>Setting up permissions so that you can read/write to the <a class="reference internal" href="../reference/infrastructure.html#reference-infrastructure-buckets"><span class="std std-ref">LEAP-Pangeo Cloud Storage Buckets</span></a> - Several methods to get permissions are described in <a class="reference internal" href="../reference/infrastructure.html#reference-authentication"><span class="std std-ref">Access to LEAP-Pangeo resources without the JupyterHub</span></a>.</p></li>
-<li><p>Initiating a data transfer from your ‘local’ machine (e.g. your laptop, a server, or HPC Cluster). You can check on some methods below.</p></li>
-</ul>
-<div class="section" id="upload-medium-sized-original-data-from-your-local-machine">
-<h4>Upload medium sized original data from your local machine<a class="headerlink" href="#upload-medium-sized-original-data-from-your-local-machine" title="Permalink to this headline">¶</a></h4>
-<p>For medium sized datasets, that can be uploaded within an hour, you can use a temporary access token generated on the JupyterHub to upload data to the cloud.</p>
-<ul class="simple">
-<li><p>Set up a new environment on your local machine (e.g. laptop)</p></li>
-</ul>
-<div class="highlight-shell notranslate"><div class="highlight"><pre><span></span>mamba<span class="w"> </span>env<span class="w"> </span>create<span class="w"> </span>--name<span class="w"> </span>leap_pangeo_transfer<span class="w"> </span><span class="nv">python</span><span class="o">=</span><span class="m">3</span>.9<span class="w"> </span>google-auth<span class="w"> </span>gcsfs<span class="w"> </span>jupyterlab<span class="w"> </span>xarray<span class="w"> </span>zarr<span class="w"> </span>dask
-</pre></div>
-</div>
-<blockquote>
-<div><p>Add any other dependencies (e.g. netcdf4) that you need to read your data at the end of the line</p>
-</div></blockquote>
-<ul class="simple">
-<li><p>Activate the environment</p></li>
-</ul>
-<div class="highlight-shell notranslate"><div class="highlight"><pre><span></span>conda<span class="w"> </span>activate<span class="w"> </span>leap_pangeo_transfer
-</pre></div>
-</div>
-<p>and set up a jupyter notbook (or a pure python script) that loads your data in as few xarray datasets as possible. For instance, if you have one dataset that consists of many files split in time, you should set your notebook up to read all the files using xarray into a single dataset, and then try to write out a small part of the dataset to a zarr store.</p>
-<p>Now <a class="reference internal" href="../reference/infrastructure.html#reference-authentication-temp-token"><span class="std std-ref">generate a temporary token</span></a> and copy the resulting token into a plain text file <code class="docutils literal notranslate"><span class="pre">token.txt</span></code> in a convenient location on your <strong>local machine</strong>.</p>
-<ul class="simple">
-<li><p>Now start a JupyterLab notebook and paste the following code into a cell:</p></li>
-</ul>
-<div class="highlight-python notranslate"><div class="highlight"><pre><span></span><span class="kn">import</span><span class="w"> </span><span class="nn">gcsfs</span>
-<span class="kn">import</span><span class="w"> </span><span class="nn">xarray</span><span class="w"> </span><span class="k">as</span><span class="w"> </span><span class="nn">xr</span>
-<span class="kn">from</span><span class="w"> </span><span class="nn">google.cloud</span><span class="w"> </span><span class="kn">import</span> <span class="n">storage</span>
-<span class="kn">from</span><span class="w"> </span><span class="nn">google.oauth2.credentials</span><span class="w"> </span><span class="kn">import</span> <span class="n">Credentials</span>
-
-<span class="c1"># import an access token</span>
-<span class="c1"># - option 1: read an access token from a file</span>
-<span class="k">with</span> <span class="nb">open</span><span class="p">(</span><span class="s2">&quot;path/to/your/token.txt&quot;</span><span class="p">)</span> <span class="k">as</span> <span class="n">f</span><span class="p">:</span>
-    <span class="n">access_token</span> <span class="o">=</span> <span class="n">f</span><span class="o">.</span><span class="n">read</span><span class="p">()</span><span class="o">.</span><span class="n">strip</span><span class="p">()</span>
-
-<span class="c1"># setup a storage client using credentials</span>
-<span class="n">credentials</span> <span class="o">=</span> <span class="n">Credentials</span><span class="p">(</span><span class="n">access_token</span><span class="p">)</span>
-<span class="n">fs</span> <span class="o">=</span> <span class="n">gcsfs</span><span class="o">.</span><span class="n">GCSFileSystem</span><span class="p">(</span><span class="n">token</span><span class="o">=</span><span class="n">credentials</span><span class="p">)</span>
-</pre></div>
-</div>
-<blockquote>
-<div><p>Make sure to replace the <code class="docutils literal notranslate"><span class="pre">path/to/your/token.txt</span></code> with the actual path to your token file.</p>
-</div></blockquote>
-<p>Try to write a small dataset to the cloud:</p>
-<div class="highlight-python notranslate"><div class="highlight"><pre><span></span><span class="n">ds</span> <span class="o">=</span> <span class="n">xr</span><span class="o">.</span><span class="n">DataArray</span><span class="p">([</span><span class="mi">1</span><span class="p">])</span><span class="o">.</span><span class="n">to_dataset</span><span class="p">(</span><span class="n">name</span><span class="o">=</span><span class="s2">&quot;test&quot;</span><span class="p">)</span>
-<span class="n">mapper</span> <span class="o">=</span> <span class="n">fs</span><span class="o">.</span><span class="n">get_mapper</span><span class="p">(</span>
-    <span class="s2">&quot;gs://leap-scratch/&lt;your_username&gt;/test_offsite_upload.zarr&quot;</span>
-<span class="p">)</span>  <span class="c1"># This additional step is necessary to have the correct authentication set</span>
-<span class="n">ds</span><span class="o">.</span><span class="n">to_zarr</span><span class="p">(</span><span class="n">mapper</span><span class="p">)</span>
-</pre></div>
-</div>
-<blockquote>
-<div><p>Replace <code class="docutils literal notranslate"><span class="pre">&lt;your_username&gt;</span></code> with your actual username on the hub.</p>
-</div></blockquote>
-<ul class="simple">
-<li><p>Make sure that you can read the test dataset from within the hub (go back to <a class="reference internal" href="#hub-data-read-write"><span class="std std-ref">Basic writing to and reading from cloud buckets</span></a>).</p></li>
-<li><p>Now the last step is to paste the code to load your actual dataset into the notebook and use <code class="docutils literal notranslate"><span class="pre">.to_zarr</span></code> to upload it.</p></li>
-</ul>
-<blockquote>
-<div><p>Make sure to give the store a meaningful name, and raise an issue in the <a class="reference external" href="https://github.com/leap-stc/data-management/issues">data-management repo</a> to get the dataset added to the LEAP Data Library.</p>
-</div></blockquote>
-<blockquote>
-<div><p>Make sure to use a different bucket than <code class="docutils literal notranslate"><span class="pre">leap-scratch</span></code>, since that will be deleted every 7 days! For more info refer to the available <a class="reference internal" href="../reference/infrastructure.html#reference-infrastructure-buckets"><span class="std std-ref">storage buckets</span></a>.</p>
-</div></blockquote>
-</div>
-<div class="section" id="uploading-large-original-data-from-an-hpc-system-no-browser-access-on-the-system-available">
-<span id="hub-data-upload-hpc"></span><h4>Uploading large original data from an HPC system (no browser access on the system available)<a class="headerlink" href="#uploading-large-original-data-from-an-hpc-system-no-browser-access-on-the-system-available" title="Permalink to this headline">¶</a></h4>
-<p>A commong scenario is the following: A researcher/student has run a simulation on a High Performance Computer (HPC) at their institution, but now wants to collaboratively work on the analysis or train a machine learning model with this data. For this they need to upload it to the cloud storage.</p>
-<p>The following steps will guide you through the steps needed to authenticate and upload data to the cloud, but might have to be slightly modified depending on the actual setup of the users HPC.</p>
-<p><strong>Conversion Script/Notebook</strong></p>
-<p>In most cases you do not just want to upload the data in its current form (e.g. many netcdf files).</p>
-<!-- TODO: Add an example of why this is bad for performance -->
-<p>Instead we will load the data into an <a class="reference external" href="https://docs.xarray.dev/en/stable/generated/xarray.Dataset.html"><code class="docutils literal notranslate"><span class="pre">xarray.Dataset</span></code></a> and then write that Dataset object directly to a zarr store in the cloud. For this you need a python environment with <code class="docutils literal notranslate"><span class="pre">xarray,</span> <span class="pre">gcsfs,</span> <span class="pre">zarr</span></code> installed (you might need additional dependencies for your particular use case).</p>
-<ol>
-<li><p>Spend some time to set up a python script/jupyter notebook on the HPC system that opens your files and combines them in to one or more xarray.Datasets (combine as many files as sensible into a single dataset). Make sure that your data is lazily loaded and the <code class="docutils literal notranslate"><span class="pre">Dataset.data</span></code> is a <a class="reference external" href="https://docs.dask.org/en/stable/array.html">dask array</a></p></li>
-<li><p>Check your dataset:</p>
-<ul class="simple">
-<li><p>Check that the metadata is correct.</p></li>
-<li><p>Check that all the variables/dimensions are in the dataset</p></li>
-<li><p>Check the dask chunksize. A general rule is to aim for around 100MB size, but the size and structure of chunking that is optimal depends heavily on the later use case.</p></li>
-</ul>
-<!-- Some more info on chunking? -->
-</li>
-<li><p>Try to write out a subset of the data locally by calling the <a class="reference external" href="https://docs.xarray.dev/en/stable/generated/xarray.Dataset.to_zarr.html"><code class="docutils literal notranslate"><span class="pre">.to_zarr</span></code></a> method on the dataset.</p></li>
-</ol>
-<!-- TODO: Warn not to write out the full dataset -->
-<p>Once that works we can move on to the authentication.</p>
-<p><strong>Upload Prerequisites</strong></p>
-<p>Before we are able to set up authentication we need to make sure our HPC and local computer (required) are set up correctly.</p>
-<ul class="simple">
-<li><p>You have to be signed up to LEAP’s <a class="reference internal" href="../reference/infrastructure.html#reference-authentication-google-groups"><span class="std std-ref">Google Groups</span></a>.</p></li>
-<li><p>Make sure to install the <a class="reference external" href="https://cloud.google.com/sdk/docs/install">Google Cloud SDK</a> in both your <span style="color:#9301B4">HPC environment</span>, and your local computer that can open a web browser (e.g. your laptop).</p></li>
-</ul>
-<p><strong>Steps</strong>
-Steps executed on your <span style="color:#22B401">”local” computer (e.g. laptop)</span> will be colored in green and steps on your <span style="color:#9301B4">”remote” computer (e.g. HPC)</span> in purple.</p>
-<ol>
-<li><p>SSH into the HPC</p></li>
-<li><p><span style="color:#9301B4">Check that you have an internet connection with <code class="docutils literal notranslate"><span class="pre">ping</span> <span class="pre">www.google.com</span></code></span></p></li>
-<li><p><span style="color:#9301B4">Request no browser authentication: </span></p>
-<div class="highlight-default notranslate"><div class="highlight"><pre><span></span><span class="n">gcloud</span> <span class="n">auth</span> <span class="n">application</span><span class="o">-</span><span class="n">default</span> <span class="n">login</span> <span class="o">--</span><span class="n">scopes</span><span class="o">=</span><span class="n">https</span><span class="p">:</span><span class="o">//</span><span class="n">www</span><span class="o">.</span><span class="n">googleapis</span><span class="o">.</span><span class="n">com</span><span class="o">/</span><span class="n">auth</span><span class="o">/</span><span class="n">devstorage</span><span class="o">.</span><span class="n">read_write</span><span class="p">,</span><span class="n">https</span><span class="p">:</span><span class="o">//</span><span class="n">www</span><span class="o">.</span><span class="n">googleapis</span><span class="o">.</span><span class="n">com</span><span class="o">/</span><span class="n">auth</span><span class="o">/</span><span class="n">iam</span><span class="o">.</span><span class="n">test</span> <span class="o">--</span><span class="n">no</span><span class="o">-</span><span class="n">browser</span>
-</pre></div>
-</div>
-<blockquote>
-<div><p>🚨 It is very important to include the <code class="docutils literal notranslate"><span class="pre">--scopes=</span></code> argument for security reasons. Do not run this command without it!</p>
-</div></blockquote>
-</li>
-<li><p>Follow the onscreen prompt and paste the command into a terminal on your local machine.</p></li>
-<li><p><span style="color:#22B401">This will open a browser window. Authenticate with the gmail account that was added to the google group. </span></p></li>
-<li><p><span style="color:#22B401">Go back to the terminal and follow the onscreen instructions.</span> Copy the text from the command line and <span style="color:#9301B4">paste the command in the open dialog on the remote machine.</span></p></li>
-<li><p><span style="color:#9301B4">Make sure to note the path to the auth json!</span> It will be something like <code class="docutils literal notranslate"><span class="pre">.../.config/gcloud/....json</span></code>.</span></p></li>
-</ol>
-<p>Now you are have everything you need to authenticate.</p>
-<p>Lets verify that you can write a small dummy dataset to the cloud. In your notebook/script run the following (make sure to replace the filename and your username as instructed).</p>
-<p>Your dataset should now be available for all LEAP members 🎉🚀</p>
-<div class="highlight-python notranslate"><div class="highlight"><pre><span></span><span class="kn">import</span><span class="w"> </span><span class="nn">xarray</span><span class="w"> </span><span class="k">as</span><span class="w"> </span><span class="nn">xr</span>
-<span class="kn">import</span><span class="w"> </span><span class="nn">gcsfs</span>
-<span class="kn">import</span><span class="w"> </span><span class="nn">json</span>
-
-<span class="k">with</span> <span class="nb">open</span><span class="p">(</span>
-    <span class="s2">&quot;your_auth_file.json&quot;</span>
-<span class="p">)</span> <span class="k">as</span> <span class="n">f</span><span class="p">:</span>  <span class="c1"># 🚨 make sure to enter the `.json` file from step 7</span>
-    <span class="n">token</span> <span class="o">=</span> <span class="n">json</span><span class="o">.</span><span class="n">load</span><span class="p">(</span><span class="n">f</span><span class="p">)</span>
-
-<span class="c1"># test write a small dummy xarray dataset to zarr</span>
-<span class="n">ds</span> <span class="o">=</span> <span class="n">xr</span><span class="o">.</span><span class="n">DataArray</span><span class="p">([</span><span class="mi">1</span><span class="p">,</span> <span class="mi">4</span><span class="p">,</span> <span class="mi">6</span><span class="p">])</span><span class="o">.</span><span class="n">to_dataset</span><span class="p">(</span><span class="n">name</span><span class="o">=</span><span class="s2">&quot;data&quot;</span><span class="p">)</span>
-<span class="c1"># Once you have confirmed</span>
-
-<span class="n">fs</span> <span class="o">=</span> <span class="n">gcsfs</span><span class="o">.</span><span class="n">GCSFileSystem</span><span class="p">(</span><span class="n">token</span><span class="o">=</span><span class="n">token</span><span class="p">)</span>
-<span class="n">mapper</span> <span class="o">=</span> <span class="n">fs</span><span class="o">.</span><span class="n">get_mapper</span><span class="p">(</span>
-    <span class="s2">&quot;gs://leap-persistent/&lt;username&gt;/testing/demo_write_from_remote.zarr&quot;</span>
-<span class="p">)</span>  <span class="c1"># 🚨 enter your leap (github) username here</span>
-<span class="n">ds</span><span class="o">.</span><span class="n">to_zarr</span><span class="p">(</span><span class="n">mapper</span><span class="p">)</span>
-</pre></div>
-</div>
-<p>Now you can repeat the same steps but replace your dataset with the full dataset from above and leave your python code running until the upload has finished. Depending on the internet connection speed and the size of the full dataset, this can take a while.</p>
-<p>If you want to see a progress bar, you can wrap the call to <code class="docutils literal notranslate"><span class="pre">.to_zarr</span></code> with a <a class="reference external" href="https://docs.dask.org/en/stable/diagnostics-local.html#progress-bar">dask progress bar</a></p>
-<div class="highlight-python notranslate"><div class="highlight"><pre><span></span><span class="kn">from</span><span class="w"> </span><span class="nn">dask.diagnostics</span><span class="w"> </span><span class="kn">import</span> <span class="n">ProgressBar</span>
-
-<span class="k">with</span> <span class="n">ProgressBar</span><span class="p">():</span>
-    <span class="n">ds</span><span class="o">.</span><span class="n">to_zarr</span><span class="p">(</span><span class="n">mapper</span><span class="p">)</span>
-</pre></div>
-</div>
-<p>Once the data has been uploaded, make sure to erase the <code class="docutils literal notranslate"><span class="pre">.../.config/gcloud/....json</span></code> file from step 7, and ask to be removed from the Google Group.</p>
-</div>
-</div>
-</div>
-</div>
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-  <div class="tex2jax_ignore mathjax_ignore section" id="education-guide">
-<h1>Education Guide<a class="headerlink" href="#education-guide" title="Permalink to this headline">¶</a></h1>
-<p>This guide is intended for folks who want to run classes using the LEAP Pangeo resources.</p>
-<div class="section" id="teaching-classes-using-the-leap-pangeo-jupyterhub">
-<h2>Teaching classes using the LEAP-Pangeo JupyterHub<a class="headerlink" href="#teaching-classes-using-the-leap-pangeo-jupyterhub" title="Permalink to this headline">¶</a></h2>
-<div class="section" id="can-i-use-leap-pangeo-resources-to-teach-my-class">
-<h3>Can I use LEAP-Pangeo resources to teach my class?<a class="headerlink" href="#can-i-use-leap-pangeo-resources-to-teach-my-class" title="Permalink to this headline">¶</a></h3>
-<p>LEAP provides infrastructure support to <a class="reference internal" href="../reference/education.html#reference-education-leap-affiliated-course"><span class="std std-ref">LEAP Affiliated Courses</span></a>. If you are an instructor and want your class to become affiliated with LEAP, you should contact the <a class="reference internal" href="../support.html#support-data-compute-team"><span class="std std-ref">Data and Computation Team</span></a> well in advance (ideally a month before the starting date of the class) in order to coordinate efforts efficiently.</p>
-</div>
-<div class="section" id="preparing-classes">
-<h3>Preparing Classes<a class="headerlink" href="#preparing-classes" title="Permalink to this headline">¶</a></h3>
-<p>We suggest that instructors preprare their materials directly on the hub as much as possible, to ensure an identical experience for the students during the class. To develop/test/edit material instructors should apply for <a class="reference internal" href="../reference/membership.html#users-membership-apply"><span class="std std-ref">membership</span></a> under the <strong>education category</strong> as soon as possible and make sure to check out our <a class="reference internal" href="../tutorials/getting_started.html#tutorial-getting-started"><span class="std std-ref">‘getting started’ tutorial</span></a> to familiarize yourself with the environment.</p>
-</div>
-<div class="section" id="sign-up-students">
-<h3>Sign up students<a class="headerlink" href="#sign-up-students" title="Permalink to this headline">¶</a></h3>
-<p>All students should apply for <a class="reference internal" href="../reference/membership.html#users-membership-apply"><span class="std std-ref">membership</span></a> under the <strong>education category</strong> well ahead of the starting date of the class (ideally a week before).</p>
-<div class="admonition important">
-<p class="admonition-title">Important</p>
-<p>A github account is required to gain access to LEAP-Pangeo. It is free to create.</p>
-</div>
-<p>Instructors can verify that students have access by checking that their github usernames as listed as members of <a class="reference external" href="https://github.com/orgs/leap-stc/teams/leap-pangeo-base-access">this github team</a>. We suggest that instructors direct students to <a class="reference external" href="https://leap-stc.github.io/intro.html">this documentation</a> and ask them to test their <a class="reference internal" href="../tutorials/getting_started.html#hub-server-login"><span class="std std-ref">access to the Hub</span></a> before the class starts to avoid any technical interruptions.</p>
-</div>
-<div class="section" id="troubleshooting">
-<h3>Troubleshooting<a class="headerlink" href="#troubleshooting" title="Permalink to this headline">¶</a></h3>
-<div class="section" id="students-cannot-sign-on">
-<h4>Students cannot sign on<a class="headerlink" href="#students-cannot-sign-on" title="Permalink to this headline">¶</a></h4>
-<p>Please refer to the <a class="reference internal" href="faq.html#faq-cannot-log-into-hub"><span class="std std-ref">FAQ</span></a> for troubleshooting steps.</p>
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-   “Where is my invite?”
-  </a>
- </li>
- <li class="toc-h2 nav-item toc-entry">
-  <a class="reference internal nav-link" href="#i-cannot-log-into-the-hub">
-   I cannot log into the hub 😱
-  </a>
- </li>
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-   I received a warning about space on my User Directory
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- </li>
- <li class="toc-h2 nav-item toc-entry">
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-   Dask “Killed Workers”
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-                <h1>FAQs</h1>
-                <!-- Table of contents -->
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- <li class="toc-h2 nav-item toc-entry">
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-   “Where is my invite?”
-  </a>
- </li>
- <li class="toc-h2 nav-item toc-entry">
-  <a class="reference internal nav-link" href="#i-cannot-log-into-the-hub">
-   I cannot log into the hub 😱
-  </a>
- </li>
- <li class="toc-h2 nav-item toc-entry">
-  <a class="reference internal nav-link" href="#i-received-a-warning-about-space-on-my-user-directory">
-   I received a warning about space on my User Directory
-  </a>
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-   Dask “Killed Workers”
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-   <li class="toc-h3 nav-item toc-entry">
-    <a class="reference internal nav-link" href="#datasets-chunks-too-large">
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-  <div class="tex2jax_ignore mathjax_ignore section" id="faqs">
-<h1>FAQs<a class="headerlink" href="#faqs" title="Permalink to this headline">¶</a></h1>
-<div class="section" id="where-is-my-invite">
-<span id="faq-where-is-my-invite"></span><h2>“Where is my invite?”<a class="headerlink" href="#where-is-my-invite" title="Permalink to this headline">¶</a></h2>
-<p>Please check your email account (<strong>the one you used to sign up for Github</strong> - this is independent of the email you use for LEAP) for an invite that will look similar to this:</p>
-<a class="reference internal image-reference" href="../_images/email_org_invite.png"><img alt="LEAPPangeo email invite" src="../_images/email_org_invite.png" style="height: 300px;" /></a>
-<p>Click the link and accept all invites.</p>
-<p>Alternatively you can log into your github account, and should see a notification in the top right menu under the “Organizations” tab.</p>
-<a class="reference internal image-reference" href="../_images/gh_org_invite_1.png"><img alt="LEAPPangeo gh invite" src="../_images/gh_org_invite_1.png" style="height: 300px;" /></a>
-<p>You can follow that and accept the invitation there aswell.</p>
-<a class="reference internal image-reference" href="../_images/gh_org_invite_2.png"><img alt="LEAPPangeo gh invite2" src="../_images/gh_org_invite_2.png" style="height: 150px;" /></a>
-</div>
-<div class="section" id="i-cannot-log-into-the-hub">
-<span id="faq-cannot-log-into-hub"></span><h2>I cannot log into the hub 😱<a class="headerlink" href="#i-cannot-log-into-the-hub" title="Permalink to this headline">¶</a></h2>
-<p>If you are unable to log into the hub, please check the following steps:</p>
-<ul class="contains-task-list simple">
-<li class="task-list-item"><p><input class="task-list-item-checkbox" disabled="disabled" type="checkbox"> Check if you are member of the <a class="reference internal" href="../reference/membership.html#reference-membership-tiers"><span class="std std-ref">appropriate github teams</span></a>.</p></li>
-</ul>
-<p>If you <strong>are not</strong> follow these steps:</p>
-<ul class="contains-task-list simple">
-<li class="task-list-item"><p><input class="task-list-item-checkbox" disabled="disabled" type="checkbox"> Did you <a class="reference internal" href="../reference/membership.html#users-membership-apply"><span class="std std-ref">sign up for LEAP membership</span></a>? This will be done for you if you sign up for an event like the Momentum bootcamp!</p></li>
-<li class="task-list-item"><p><input class="task-list-item-checkbox" disabled="disabled" type="checkbox"> Did you receive a github invite? <a class="reference internal" href="#faq-where-is-my-invite"><span class="std std-ref">Here</span></a> is how to check for that.</p></li>
-<li class="task-list-item"><p><input class="task-list-item-checkbox" disabled="disabled" type="checkbox"> Check again if they are part of the <a class="reference internal" href="../reference/membership.html#reference-membership-tiers"><span class="std std-ref">appropriate github teams</span></a>.</p></li>
-<li><p>If these steps do not work, please reach out to the <a class="reference internal" href="../support.html#support-data-compute-team"><span class="std std-ref">Data and Computation Team</span></a>.</p></li>
-</ul>
-<p>If you <strong>are</strong> member of one of the github teams, ask them to try the following steps:</p>
-<ul class="contains-task-list simple">
-<li class="task-list-item"><p><input class="task-list-item-checkbox" disabled="disabled" type="checkbox"> Refresh the browser cache</p></li>
-<li class="task-list-item"><p><input class="task-list-item-checkbox" disabled="disabled" type="checkbox"> Try a different browser</p></li>
-<li class="task-list-item"><p><input class="task-list-item-checkbox" disabled="disabled" type="checkbox"> Restart the computer</p></li>
-<li><p>If these steps do not work, please reach out to the <a class="reference internal" href="../support.html#support-data-compute-team"><span class="std std-ref">Data and Computation Team</span></a>.</p></li>
-</ul>
-</div>
-<div class="section" id="i-received-a-warning-about-space-on-my-user-directory">
-<span id="faq-usr-dir-usage-warning"></span><h2>I received a warning about space on my User Directory<a class="headerlink" href="#i-received-a-warning-about-space-on-my-user-directory" title="Permalink to this headline">¶</a></h2>
-<p>If you get a Hub Usage Alert email, this means you are violating the User Directory storage limit (to learn why this limit exists, see read about <a class="reference internal" href="../reference/infrastructure.html#reference-infrastructure-hub-user-dir"><span class="std std-ref">User Directories</span></a>). Remember that user directories are for scripts and notebooks not datasets! Users who persistently violate hub usage policies may temporarily get reduced cloud access.</p>
-<p><strong>Troubleshooting</strong></p>
-<ul class="simple">
-<li><p>To see which files and directories are taking up the bulk of your storage, run <code class="docutils literal notranslate"><span class="pre">du</span> <span class="pre">-h</span> <span class="pre">--max-depth=1</span> <span class="pre">~/</span> <span class="pre">|</span> <span class="pre">sort</span> <span class="pre">-h</span></code> in Terminal. It will likely reveal cached files and small/medium size data files that can be removed without disrupting typical usage.</p></li>
-<li><p>Delete cached files, ipython checkpoints, and any other unwanted files.</p></li>
-<li><p>If you still require more storage, it is likely that you are storing downloaded data in your user directory. We recommend storing data in a LEAP <a class="reference external" href="https://leap-stc.github.io/leap-pangeo/jupyterhub.html#leap-pangeo-cloud-storage-buckets">cloud bucket</a> or data catalog. For more information, please consult our <a class="reference internal" href="data_guide.html#guide-data"><span class="std std-ref">Data Guide</span></a> and <a class="reference internal" href="../explanation/data_policy.html#explanation-data-policy"><span class="std std-ref">LEAP-Pangeo Data Policy</span></a>.</p></li>
-</ul>
-<p>Our goal is to accomodate all community members and thus we are happy to assist users in relocating data. If you have any concerns, please reach out to the <a class="reference internal" href="../support.html#support-data-compute-team"><span class="std std-ref">Data and Computation Team</span></a>.</p>
-</div>
-<div class="section" id="dask-killed-workers">
-<h2>Dask “Killed Workers”<a class="headerlink" href="#dask-killed-workers" title="Permalink to this headline">¶</a></h2>
-<p>The “Killed Worker” message in dask can result due to a variety of reasons. Here are some of the common reasons why you might see such an error message</p>
-<div class="section" id="datasets-chunks-too-large">
-<h3>Datasets Chunks too large<a class="headerlink" href="#datasets-chunks-too-large" title="Permalink to this headline">¶</a></h3>
-<p><strong>Issue</strong>
-The default dask worker configuration can deal well with dataset chunk sizes of ~100MB. If the chunks of your data are significantly larger, your worker might crash just upon loading a few of these chunks into memory.</p>
-<p><strong>Solution</strong>
-You can change the configuration of your dask workers and increase the memory each worker has to deal with larger chunks. You can adjust the memory by passing additional <a class="reference external" href="https://gateway.dask.org/cluster-options.html">options</a> to the dask-gatway cluster upon creation:</p>
-<div class="highlight-python notranslate"><div class="highlight"><pre><span></span><span class="kn">from</span><span class="w"> </span><span class="nn">dask_gateway</span><span class="w"> </span><span class="kn">import</span> <span class="n">Gateway</span>
-
-<span class="n">gateway</span> <span class="o">=</span> <span class="n">Gateway</span><span class="p">()</span>
-<span class="n">options</span> <span class="o">=</span> <span class="n">gateway</span><span class="o">.</span><span class="n">cluster_options</span><span class="p">()</span>
-
-<span class="n">options</span><span class="o">.</span><span class="n">worker_memory</span> <span class="o">=</span> <span class="mi">10</span>  <span class="c1"># 10 GB of memory per worker.</span>
-
-<span class="c1"># Create a cluster with those options</span>
-<span class="n">cluster</span> <span class="o">=</span> <span class="n">gateway</span><span class="o">.</span><span class="n">new_cluster</span><span class="p">(</span><span class="n">options</span><span class="p">)</span>
-<span class="n">cluster</span><span class="o">.</span><span class="n">scale</span><span class="p">(</span><span class="o">...</span><span class="p">)</span>
-<span class="n">client</span> <span class="o">=</span> <span class="n">cluster</span><span class="o">.</span><span class="n">get_client</span><span class="p">()</span>
-</pre></div>
-</div>
-<!-- TODO: Add example how to change this in HTML repr -->
-<p><a class="reference external" href="https://notebooksharing.space/view/2b6753a5ffe8ddfae1da3b8e2b5507e617de47eb25f758a20c92b62e7e650fd7#displayOptions=">Example with Solution</a></p>
-</div>
-</div>
-</div>
-
-    <script type="text/x-thebe-config">
-    {
-        requestKernel: true,
-        binderOptions: {
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-    <a class="reference internal nav-link" href="#checklist-for-new-members">
-     Checklist for new members
-    </a>
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-     Relevant Slack channels
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-    <a class="reference internal nav-link" href="#monitor-user-directory-useage">
-     Monitor User Directory Useage
-    </a>
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-    <a class="reference internal nav-link" href="#regularly-updating-the-software-environment">
-     Regularly Updating the Software Environment
-    </a>
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-    <a class="reference internal nav-link" href="#renewing-personal-fine-grained-access-token-for-leap-member-management">
-     Renewing Personal fine grained access token for LEAP member management
-    </a>
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-      <a class="reference internal nav-link" href="#steps">
-       Steps
-      </a>
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-    </ul>
-   </li>
-   <li class="toc-h3 nav-item toc-entry">
-    <a class="reference internal nav-link" href="#handover-checklist-for-admins">
-     Handover Checklist for Admins
-    </a>
-   </li>
-  </ul>
- </li>
- <li class="toc-h2 nav-item toc-entry">
-  <a class="reference internal nav-link" href="#non-technical-admin-tasks">
-   Non-Technical Admin Tasks
-  </a>
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-     M²LInES OSN pod administration
-    </a>
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-      <a class="reference internal nav-link" href="#increasing-storage-quota">
-       Increasing Storage Quota
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-      <a class="reference internal nav-link" href="#provision-a-new-bucket">
-       Provision a new Bucket
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-      <a class="reference internal nav-link" href="#create-a-new-project">
-       Create a new Project
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-      <a class="reference internal nav-link" href="#osn-support">
-       OSN Support
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-                <h1>Guide for Data and Computation Team Members</h1>
-                <!-- Table of contents -->
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-                        
-                        <div>
-                            <h2> Contents </h2>
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-                            <ul class="visible nav section-nav flex-column">
- <li class="toc-h2 nav-item toc-entry">
-  <a class="reference internal nav-link" href="#onboarding">
-   Onboarding
-  </a>
-  <ul class="nav section-nav flex-column">
-   <li class="toc-h3 nav-item toc-entry">
-    <a class="reference internal nav-link" href="#checklist-for-new-members">
-     Checklist for new members
-    </a>
-   </li>
-   <li class="toc-h3 nav-item toc-entry">
-    <a class="reference internal nav-link" href="#relevant-slack-channels">
-     Relevant Slack channels
-    </a>
-   </li>
-   <li class="toc-h3 nav-item toc-entry">
-    <a class="reference internal nav-link" href="#relevant-github-repos">
-     Relevant github repos
-    </a>
-   </li>
-  </ul>
- </li>
- <li class="toc-h2 nav-item toc-entry">
-  <a class="reference internal nav-link" href="#regular-maintenance">
-   Regular Maintenance
-  </a>
-  <ul class="nav section-nav flex-column">
-   <li class="toc-h3 nav-item toc-entry">
-    <a class="reference internal nav-link" href="#monitor-user-directory-useage">
-     Monitor User Directory Useage
-    </a>
-   </li>
-   <li class="toc-h3 nav-item toc-entry">
-    <a class="reference internal nav-link" href="#regularly-updating-the-software-environment">
-     Regularly Updating the Software Environment
-    </a>
-   </li>
-  </ul>
- </li>
- <li class="toc-h2 nav-item toc-entry">
-  <a class="reference internal nav-link" href="#offboarding-members">
-   Offboarding members
-  </a>
- </li>
- <li class="toc-h2 nav-item toc-entry">
-  <a class="reference internal nav-link" href="#admin-tasks">
-   Admin Tasks
-  </a>
-  <ul class="nav section-nav flex-column">
-   <li class="toc-h3 nav-item toc-entry">
-    <a class="reference internal nav-link" href="#renewing-personal-fine-grained-access-token-for-leap-member-management">
-     Renewing Personal fine grained access token for LEAP member management
-    </a>
-    <ul class="nav section-nav flex-column">
-     <li class="toc-h4 nav-item toc-entry">
-      <a class="reference internal nav-link" href="#steps">
-       Steps
-      </a>
-     </li>
-    </ul>
-   </li>
-   <li class="toc-h3 nav-item toc-entry">
-    <a class="reference internal nav-link" href="#handover-checklist-for-admins">
-     Handover Checklist for Admins
-    </a>
-   </li>
-  </ul>
- </li>
- <li class="toc-h2 nav-item toc-entry">
-  <a class="reference internal nav-link" href="#non-technical-admin-tasks">
-   Non-Technical Admin Tasks
-  </a>
-  <ul class="nav section-nav flex-column">
-   <li class="toc-h3 nav-item toc-entry">
-    <a class="reference internal nav-link" href="#m2lines-osn-pod-administration">
-     M²LInES OSN pod administration
-    </a>
-    <ul class="nav section-nav flex-column">
-     <li class="toc-h4 nav-item toc-entry">
-      <a class="reference internal nav-link" href="#check-bucket-attributes">
-       Check Bucket attributes
-      </a>
-     </li>
-     <li class="toc-h4 nav-item toc-entry">
-      <a class="reference internal nav-link" href="#share-bucket-credentials">
-       Share bucket credentials
-      </a>
-     </li>
-     <li class="toc-h4 nav-item toc-entry">
-      <a class="reference internal nav-link" href="#increasing-storage-quota">
-       Increasing Storage Quota
-      </a>
-     </li>
-     <li class="toc-h4 nav-item toc-entry">
-      <a class="reference internal nav-link" href="#provision-a-new-bucket">
-       Provision a new Bucket
-      </a>
-     </li>
-     <li class="toc-h4 nav-item toc-entry">
-      <a class="reference internal nav-link" href="#create-a-new-project">
-       Create a new Project
-      </a>
-     </li>
-     <li class="toc-h4 nav-item toc-entry">
-      <a class="reference internal nav-link" href="#osn-support">
-       OSN Support
-      </a>
-     </li>
-    </ul>
-   </li>
-  </ul>
- </li>
-</ul>
-
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-                    </div>
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-            </div>
-            
-              <div>
-                
-  <div class="tex2jax_ignore mathjax_ignore section" id="guide-for-data-and-computation-team-members">
-<h1>Guide for Data and Computation Team Members<a class="headerlink" href="#guide-for-data-and-computation-team-members" title="Permalink to this headline">¶</a></h1>
-<p>This is a short write up facilitate the spin up of new team members for the Data and Computation Team and describe regular maintenance tasks.</p>
-<div class="section" id="onboarding">
-<h2>Onboarding<a class="headerlink" href="#onboarding" title="Permalink to this headline">¶</a></h2>
-<div class="section" id="checklist-for-new-members">
-<h3>Checklist for new members<a class="headerlink" href="#checklist-for-new-members" title="Permalink to this headline">¶</a></h3>
-<ul class="contains-task-list simple">
-<li class="task-list-item"><p><input class="task-list-item-checkbox" disabled="disabled" type="checkbox"> Ask to be added to the <a class="reference external" href="https://github.com/orgs/leap-stc/teams/data-team/members">Data and Computation Github team</a></p></li>
-<li class="task-list-item"><p><input class="task-list-item-checkbox" disabled="disabled" type="checkbox"> Ask to be added to the <code class="docutils literal notranslate"><span class="pre">&#64;data-and-compute</span></code> Slack user group</p></li>
-<li class="task-list-item"><p><input class="task-list-item-checkbox" disabled="disabled" type="checkbox"> Subscribe to <a class="reference internal" href="#onboarding-slack"><span class="std std-ref">Relevant Slack channels</span></a></p></li>
-<li class="task-list-item"><p><input class="task-list-item-checkbox" disabled="disabled" type="checkbox"> Consider enabling notifications for <a class="reference internal" href="#onboarding-github"><span class="std std-ref">Relevant github repos</span></a></p></li>
-<li class="task-list-item"><p><input class="task-list-item-checkbox" disabled="disabled" type="checkbox"> Make a PR to the <code class="docutils literal notranslate"><span class="pre">_config.yaml</span></code> file <a class="reference external" href="https://github.com/leap-stc/leap-stc.github.io/blob/fd69890ffc2f1871968e39b1c460370a0b3f98b3/book/_config.yml#L40-L51">here</a> in a PR. to add a picture and your personal data to the webpage.</p></li>
-<li class="task-list-item"><p><input class="task-list-item-checkbox" disabled="disabled" type="checkbox"> Get access to the <a class="reference external" href="https://grafana.leap.2i2c.cloud">Grafana Dashboard</a></p></li>
-<li class="task-list-item"><p><input class="task-list-item-checkbox" disabled="disabled" type="checkbox"> Request access to a service account to monitor Google Dataflow and Storage from the <a class="reference external" href="https://console.cloud.google.com/welcome?project=leap-pangeo">Google Cloud Console</a> by raising an issue <a class="reference external" href="https://github.com/leap-stc/data-and-compute-team/issues">here</a></p>
-<ul>
-<li><p>Instructions for admin:</p>
-<ul>
-<li><p>Go to the Google Cloud Console &gt; IAM &gt; Grant Access</p></li>
-<li><p>Add the following permissions:</p>
-<ul>
-<li><p><code class="docutils literal notranslate"><span class="pre">Dataflow</span> <span class="pre">Admin</span></code></p></li>
-<li><p><code class="docutils literal notranslate"><span class="pre">Storage</span> <span class="pre">Admin</span></code></p></li>
-<li><p><code class="docutils literal notranslate"><span class="pre">Logs</span> <span class="pre">Viewer</span></code></p></li>
-<li><p><code class="docutils literal notranslate"><span class="pre">Monitoring</span> <span class="pre">Viewer</span></code></p></li>
-<li><p><code class="docutils literal notranslate"><span class="pre">Logs</span> <span class="pre">Viewer</span></code></p></li>
-<li><p><code class="docutils literal notranslate"><span class="pre">Compute</span> <span class="pre">Viewer</span></code></p></li>
-</ul>
-</li>
-</ul>
-</li>
-</ul>
-</li>
-</ul>
-</div>
-<div class="section" id="relevant-slack-channels">
-<span id="onboarding-slack"></span><h3>Relevant Slack channels<a class="headerlink" href="#relevant-slack-channels" title="Permalink to this headline">¶</a></h3>
-<ul class="simple">
-<li><p><a class="reference external" href="https://leap-nsf-stc.slack.com/archives/C065KPT1S4Q"><code class="docutils literal notranslate"><span class="pre">data-and-computation-team</span></code></a>: Private channel for internal discussions, please contact the Manager for Data and Computing to be added.</p></li>
-<li><p><a class="reference external" href="https://leap-nsf-stc.slack.com/archives/C02KB0DDB6E"><code class="docutils literal notranslate"><span class="pre">leap-pangeo</span></code></a>: Community wide channel where LEAP-Pangeo users can ask questions. Members of the team should join the channel and regularly engage with issues raised.</p></li>
-</ul>
-</div>
-<div class="section" id="relevant-github-repos">
-<span id="onboarding-github"></span><h3>Relevant github repos<a class="headerlink" href="#relevant-github-repos" title="Permalink to this headline">¶</a></h3>
-<ul class="simple">
-<li><p><a class="reference external" href="https://github.com/leap-stc/leap-stc.github.io"><code class="docutils literal notranslate"><span class="pre">leap-stc.github.io</span></code></a>: The source for the <a class="reference external" href="https://leap-stc.github.io/intro.html">LEAP-Pangeo technical documentation</a>. This also contains <a class="reference external" href="https://github.com/leap-stc/leap-stc.github.io/discussions">LEAP-Pangeo Discussion Forum</a></p></li>
-<li><p><a class="reference external" href="https://github.com/leap-stc/data-management"><code class="docutils literal notranslate"><span class="pre">data-management</span></code></a>: Contains all the <a class="reference external" href="https://pangeo-forge.readthedocs.io/en/latest/">pangeo-forge</a> based code/automation to ingest new datasets. Point users to the <a class="reference external" href="https://github.com/leap-stc/data-management/issues/new/choose">issue tracker</a> to request new datasets.</p></li>
-</ul>
-</div>
-</div>
-<div class="section" id="regular-maintenance">
-<h2>Regular Maintenance<a class="headerlink" href="#regular-maintenance" title="Permalink to this headline">¶</a></h2>
-<p>This section documents common tasks performed as part of the Data and Computation Team’s duties.</p>
-<div class="section" id="monitor-user-directory-useage">
-<h3>Monitor User Directory Useage<a class="headerlink" href="#monitor-user-directory-useage" title="Permalink to this headline">¶</a></h3>
-<p>The <a class="reference internal" href="../reference/infrastructure.html#reference-infrastructure-hub-user-dir"><span class="std std-ref">user directories</span></a> of all members are on a shared volume of fixed size. We pay for the total size of the volume no matter if it is used or not, so we should strive to keep usage to a minimum. Our current policy is that &lt;50GB per user is acceptable.
-Unfortunately we do not have a technical way to implement per user quotas, so we need to regularly check two things:</p>
-<ul class="simple">
-<li><p>How much space is left on the <a class="reference external" href="https://grafana.leap.2i2c.cloud/d/hub-dashboard/jupyterhub-dashboard?orgId=1&amp;viewPanel=23">entire shared volume</a>? If the free space falls <em>below 20%</em> we need to discuss further actions.</p></li>
-<li><p><a class="reference external" href="https://grafana.leap.2i2c.cloud/d/bd232539-52d0-4435-8a62-fe637dc822be/home-directory-usage-dashboard?orgId=1">Which users are taking up more than the allowed 50GB</a>. For users who take up more than 50GB the suggested action is to reach out via slack or email.</p></li>
-</ul>
-</div>
-<div class="section" id="regularly-updating-the-software-environment">
-<h3>Regularly Updating the Software Environment<a class="headerlink" href="#regularly-updating-the-software-environment" title="Permalink to this headline">¶</a></h3>
-<p>We aim to provide users with <a class="reference internal" href="../reference/infrastructure.html#reference-infrastructure-hub-software-env"><span class="std std-ref">up-to-date default software environments</span></a>. This currently requires to change the <a class="reference external" href="https://github.com/pangeo-data/pangeo-docker-images">pangeo-docker-images</a> tag manually.</p>
-<ul class="simple">
-<li><p>Make sure you are subscribed to release notifications on <a class="reference external" href="https://github.com/pangeo-data/pangeo-docker-images">pangeo-docker-images</a> to recieve Github notification about new releases</p></li>
-<li><p>To bump the version, submit a PR to <a class="reference external" href="https://github.com/2i2c-org/infrastructure/blob/master/config/clusters/leap/common.values.yaml">this config file</a> in the <a class="reference external" href="https://github.com/2i2c-org/infrastructure">2i2c infrastructure repo</a>. In that PR you need to change the image tag for <em>all image choices</em>, see an example <a class="reference external" href="https://github.com/2i2c-org/infrastructure/pull/3688">here</a>.</p></li>
-<li><p>To send emails, a token file is setup as the OAUTH_GMAIL_CREDENTIALS Github Secret in the member management repo; every so often (around biweekly) the action will require re-authentication, generating a new token that should replace the existing secret. This makes use of OAUTH_GMAIL_CLIENT_SECRET, which never needs to change. To update the OAUTH_GMAIL_CREDENTIALS secret, run the <code class="docutils literal notranslate"><span class="pre">generate_emails_token(github_action_mode=False)</span></code> function from <a class="reference external" href="http://utils.py">utils.py</a> locally, which will direct you to a confirmation screen. Log in to the <a class="reference external" href="mailto:leap&#46;pangeo&#37;&#52;&#48;gmail&#46;com">leap<span>&#46;</span>pangeo<span>&#64;</span>gmail<span>&#46;</span>com</a> account and authorize access. You will require a copy of the CLIENT_SECRETS file on your personal machine which can be retreived from Google Cloud Console from the above pangeo support email.</p></li>
-</ul>
-</div>
-</div>
-<div class="section" id="offboarding-members">
-<h2>Offboarding members<a class="headerlink" href="#offboarding-members" title="Permalink to this headline">¶</a></h2>
-<ul class="simple">
-<li><p>[] Delete personal <code class="docutils literal notranslate"><span class="pre">dct-team-&lt;first_name&gt;</span></code> service account in IAM (needs admin priviliges).</p></li>
-</ul>
-</div>
-<div class="section" id="admin-tasks">
-<h2>Admin Tasks<a class="headerlink" href="#admin-tasks" title="Permalink to this headline">¶</a></h2>
-<p>This part of the guide is reserved for team members with admin access to the <code class="docutils literal notranslate"><span class="pre">'leap-stc'</span></code> github organization!</p>
-<div class="section" id="renewing-personal-fine-grained-access-token-for-leap-member-management">
-<span id="guide-team-admin-renew-member-token"></span><h3>Renewing Personal fine grained access token for LEAP member management<a class="headerlink" href="#renewing-personal-fine-grained-access-token-for-leap-member-management" title="Permalink to this headline">¶</a></h3>
-<p>In order to automate member sign up by adding github users from a private Google Sheet to the appropriate github teams (via <a class="reference external" href="https://github.com/leap-stc/member_management/blob/main/.github/workflows/read_sheet.yaml">this gh action</a>) the github action needs the appropriate priviliges to add/remove members from teams. We are currently handling this by providing a personal access token as the <code class="docutils literal notranslate"><span class="pre">&quot;ORG_TOKEN&quot;</span></code> secret. The person creating the token will usually be the Manager for Data and Computation.</p>
-<div class="admonition note">
-<p class="admonition-title">Note</p>
-<p>Ideally we want to remove the dependency on a single user account here, but for now this is the only way I have found this to work properly. Maybe there is a way to establish a ‘dummy’ user?</p>
-</div>
-<div class="section" id="steps">
-<h4>Steps<a class="headerlink" href="#steps" title="Permalink to this headline">¶</a></h4>
-<ul class="simple">
-<li><p>Make sure you have access to set secrets on the private <a class="reference external" href="https://github.com/leap-stc/member_management">member_management repo</a></p></li>
-<li><p>Go to the personal account “Settings&gt;Developer Settings” Tab. From there naviate to “Personal Access Token&gt;Fine-Grained tokens”</p></li>
-<li><p>If present click on “LEAP member management token”, othewise create a new token with that name (the actual name is optional here, but make sure to name it in a memorable way), and authenticate.</p></li>
-<li><p>Generate or regenerate the token</p>
-<ul>
-<li><p>The required permissions are “Read and Write access to members” and “Read Access to actions and metadata”</p></li>
-<li><p>Set the expiration to a full year (the current limit set on the org level)</p></li>
-</ul>
-</li>
-<li><p>Make sure to copy the token (leave the page open until the next step is completed, since you will have to recreate the token once the page is closed!)</p></li>
-<li><p>Go to the <a class="reference external" href="https://github.com/leap-stc/member_management">member_management repo</a> and navigate to “Settings &gt; Secrets and Variables &gt; Actions” and open the “ORG_TOKEN” to edit</p></li>
-<li><p>Paste the above token from the clipboard and save.</p></li>
-<li><p>Run the <a class="reference external" href="https://github.com/leap-stc/member_management/actions/workflows/read_sheet.yaml">Member Add Action</a> and confirm that it is successful</p></li>
-<li><p>Close the token page and you are done!</p></li>
-</ul>
-</div>
-</div>
-<div class="section" id="handover-checklist-for-admins">
-<h3>Handover Checklist for Admins<a class="headerlink" href="#handover-checklist-for-admins" title="Permalink to this headline">¶</a></h3>
-<p>The following is a list of tasks that should be done by any new hire in the Data and Computation Manager position to ensure smooth operations.</p>
-<ul class="simple">
-<li><p><a class="reference internal" href="#guide-team-admin-renew-member-token"><span class="std std-ref">Renewing Personal fine grained access token for LEAP member management</span></a></p></li>
-</ul>
-</div>
-</div>
-<div class="section" id="non-technical-admin-tasks">
-<h2>Non-Technical Admin Tasks<a class="headerlink" href="#non-technical-admin-tasks" title="Permalink to this headline">¶</a></h2>
-<p>This section describes admin tasks that are necessary for the maintenance of LEAP-Pangeo components (including collaborative efforts lead M²LInES) which require appropriate permissions, but no coding (everything can be achieved on one of several websites).</p>
-<div class="section" id="m2lines-osn-pod-administration">
-<h3>M²LInES OSN pod administration<a class="headerlink" href="#m2lines-osn-pod-administration" title="Permalink to this headline">¶</a></h3>
-<p>All administrative tasks pertaining to the M²LInES OSN bucket are handled via the <a class="reference external" href="https://coldfront.osn.mghpcc.org/">Coldfront Portal</a>. Please log in with one of your affiliated organizations and make sure to <em>use the same one each time in case you have multiple affiliations</em>.</p>
-<p>The important units of division on the OSN pod are <strong>projects</strong> and <strong>buckets</strong>. Each project can have multiple buckets, and you can give others access as guests and admins on a per project basis. Buckets are how the actual storage space is organized, and each bucket will have <em>access credentials</em> and a <em>storage quota</em>, both of which might need actions from an admin from time to time.</p>
-<div class="section" id="check-bucket-attributes">
-<span id="guide-team-admin-osnpod-check"></span><h4>Check Bucket attributes<a class="headerlink" href="#check-bucket-attributes" title="Permalink to this headline">¶</a></h4>
-<p>To check individual buckets’ attributes log into the <a class="reference external" href="https://coldfront.osn.mghpcc.org/">Coldfront Portal</a>, click on the relevant project, navigate to the “Allocations” section, find the bucket name in the “Information” column and click on the folder symbol in the “Actions” column.</p>
-<p>Scroll to the “Allocation Attributes” section. You can see all relevant values here.</p>
-<p><strong>OSN Anonymous Access</strong>: If False, this data is public, no credentials are needed to read data (writing still requires credentials).
-<strong>OSN Bucket Quota (TB)</strong>: Shows the currently allocated size. This is the max size, not what is actuall used!
-<strong>OSN RO/RW Bucket Access/Secret Key</strong>: Credentials for read-only (RO) and read-write (RW) access to the bucket. See <a class="reference internal" href="../reference/infrastructure.html#reference-infrastructrue-osn-pod-credentials"><span class="std std-ref">Credentials</span></a> for more details.</p>
-</div>
-<div class="section" id="share-bucket-credentials">
-<h4>Share bucket credentials<a class="headerlink" href="#share-bucket-credentials" title="Permalink to this headline">¶</a></h4>
-<div class="admonition attention">
-<p class="admonition-title">Attention</p>
-<p>Some buckets are not meant to be accessible for write by users! Please always refer to <a class="reference internal" href="../reference/infrastructure.html#reference-infrastructrue-osn-pod-organization"><span class="std std-ref">OSN Pod Organization</span></a> and only give access to project specific buckets and the <code class="docutils literal notranslate"><span class="pre">'leap-pangeo-inbox'</span></code> bucket to non-admins.</p>
-</div>
-<ul class="simple">
-<li><p>Navigate to the specific bucket you want to share credentials to (see <a class="reference internal" href="#guide-team-admin-osnpod-check"><span class="std std-ref">above</span></a> for detailed steps)</p></li>
-<li><p>Copy the relevant Access and Secret keys (either RO or RW depending on the desired use) and share them with the relevant users e.g. by pasting them into a password manager and sharing an authenticated link.</p></li>
-</ul>
-</div>
-<div class="section" id="increasing-storage-quota">
-<h4>Increasing Storage Quota<a class="headerlink" href="#increasing-storage-quota" title="Permalink to this headline">¶</a></h4>
-<p>If any of the buckets needs more storage space, follow these steps:</p>
-<ul class="simple">
-<li><p>Log into <a class="reference external" href="https://coldfront.osn.mghpcc.org/">Coldfront</a></p></li>
-<li><p>Navigate to the project that contains the bucket (we currently separate projects for M²LInES, LEAP, and the LEAP-Pangeo Data ingestion)</p></li>
-<li><p>Scroll to “Allocations” and find your bucket in the “Information” column. Click on the folder icon in the corresponding “Actions” column.</p></li>
-<li><p>In the top right click on “Request Change” and scroll down to “Allocation Attributes”. Enter the desired new size in TB in the “Request New Value” column and the “OSN Bucket Quota (TB)” row and enter a short justification (required).</p></li>
-<li><p>Click the “Submit” button.</p></li>
-<li><p>You should see a green box with “Allocation change request successfully submitted. ” at the top of the next page.</p></li>
-<li><p>Wait for email confirmation of the change.</p></li>
-</ul>
-</div>
-<div class="section" id="provision-a-new-bucket">
-<h4>Provision a new Bucket<a class="headerlink" href="#provision-a-new-bucket" title="Permalink to this headline">¶</a></h4>
-<ul class="simple">
-<li><p>Log into <a class="reference external" href="https://coldfront.osn.mghpcc.org/">Coldfront</a></p></li>
-<li><p>Navigate to an existing Project (or create a new one; see below), scroll to “Allocations” and click on “Request Resource Allocation”</p></li>
-<li><p>In the following dialog chose “OSN Bucket (Storage)”, write a short justification which <strong>includes whether you want the bucket to have anonymous (public) access!</strong>, and choose a size in TB.</p></li>
-<li><p>Click “Submit”</p></li>
-<li><p>Wait for email confirmation.</p></li>
-</ul>
-</div>
-<div class="section" id="create-a-new-project">
-<h4>Create a new Project<a class="headerlink" href="#create-a-new-project" title="Permalink to this headline">¶</a></h4>
-<div class="admonition note">
-<p class="admonition-title">Note</p>
-<p>You need PI status on the pod to create new projects. Reach out to the M²LInES admin to discuss this if you do not have access yet.</p>
-</div>
-<ul class="simple">
-<li><p>Log into <a class="reference external" href="https://coldfront.osn.mghpcc.org/">Coldfront</a></p></li>
-<li><p>Click on the “Projects” link on the homepage</p></li>
-<li><p>Click “Add a Project”</p></li>
-<li><p>Choose a title, write a short description of the project, and optionally choose a field of science.</p></li>
-<li><p>Then click “Save”</p></li>
-<li><p>Wait for email confirmation.</p></li>
-</ul>
-</div>
-<div class="section" id="osn-support">
-<h4>OSN Support<a class="headerlink" href="#osn-support" title="Permalink to this headline">¶</a></h4>
-<p>For any questions/functionality not mentioned above, please refer to the <a class="reference external" href="https://coldfront.osn.mghpcc.org/static/osndocs/index.html">OSN documentation</a> or reach out to the OSN support (<code class="docutils literal notranslate"><span class="pre">'help&#64;osn.mghpcc.org'</span></code>)</p>
-</div>
-</div>
-</div>
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-<h1>Getting access to Cloud VMs<a class="headerlink" href="#getting-access-to-cloud-vms" title="Permalink to this headline">¶</a></h1>
-<div class="important admonition">
-<p class="admonition-title">Important</p>
-<p>This documentation should be considered highly experimental and permissions to follow these instructions are only given to a small subset of testers at the moment.</p>
-</div>
-<div class="section" id="why">
-<h2>Why?<a class="headerlink" href="#why" title="Permalink to this headline">¶</a></h2>
-<p>We want to test e.g. containerized workflows that run climate simulations (for online testing of ML parametrizations). For that we need a ‘bare’ VM, and not the JupyterLab interface.</p>
-</div>
-<div class="section" id="admin-considerations">
-<h2>Admin considerations<a class="headerlink" href="#admin-considerations" title="Permalink to this headline">¶</a></h2>
-<p>To fully separate this testing from the Hub etc we have created a separate project in Gcloud (same billing account and Org). To keep an eye on (e.g. accidental) cost overrun, I added a budget alert (in the linked billing account) that applies to all resources for this new project, and set a 500$ alert with notifications at various thresholds. New users need the following IAM roles (click “Grant Access” with the email as principals):</p>
-<ul class="simple">
-<li><p>“Compute Admin”</p></li>
-<li><p>“Service Account User”</p></li>
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-<h2>How to get access<a class="headerlink" href="#how-to-get-access" title="Permalink to this headline">¶</a></h2>
-<p>Send your email (private gmail preferred) to Julius Busecke</p>
-</div>
-<div class="section" id="log-into-google-cloud-console-and-start-a-small-test-vm">
-<h2>Log into google cloud console and start a small test VM<a class="headerlink" href="#log-into-google-cloud-console-and-start-a-small-test-vm" title="Permalink to this headline">¶</a></h2>
-<ul class="simple">
-<li><p>Use the email you sent above to sign into <a class="reference external" href="https://console.cloud.google.com">https://console.cloud.google.com</a></p></li>
-<li><p>Make sure to chose the project “ClimSimTesting” <img alt="" src="../_images/vm_access_project.png" /></p></li>
-<li><p>Now navigate to “Compute Engine” and click on “Create New Instance”. Chose a recognizable name (e.g. <code class="docutils literal notranslate"><span class="pre">climsim_&lt;your_name&gt;_test</span></code> and leave everything else on default for now and click “Create” at the bottom.</p></li>
-<li><p>After a short spin up you should see your VM instance with a green checkmark.</p></li>
-<li><p>Try to SSH into it via the cloud console (click on SSH on the far right).</p></li>
-<li><p>Let me know on slack that you were able to create an instance</p></li>
-<li><p><strong>Very Important</strong>: Delete your instance after the test. <strong>You should do this everytime you are done using the VM to avoid large costs</strong>. Click on the triple dots on the right, and chose “Delete”. <img alt="" src="../_images/vm_access_delete.png" /></p></li>
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-<h1>How to cite LEAP-Pangeo<a class="headerlink" href="#how-to-cite-leap-pangeo" title="Permalink to this headline">¶</a></h1>
-<p>If you use any of the LEAP resources, please follow these guidlines to recognize our work.</p>
-<div class="section" id="add-your-publication-to-our-leap-publication-tracker">
-<h2>Add your publication to our <a class="reference external" href="https://docs.google.com/spreadsheets/d/1zVfivXK-GKLEma_uc-SAIRs7OP_qfTUmsypAQeVqstI/edit#gid=645657151">LEAP publication tracker</a><a class="headerlink" href="#add-your-publication-to-our-leap-publication-tracker" title="Permalink to this headline">¶</a></h2>
-</div>
-<div class="section" id="cite-leap-pangeo-platform">
-<h2>Cite LEAP-Pangeo Platform<a class="headerlink" href="#cite-leap-pangeo-platform" title="Permalink to this headline">¶</a></h2>
-<p>If you used the JupyterHub platform to perform analysis, please add a statement similar to this to your acknowledgment section of the paper:</p>
-<div class="highlight-default notranslate"><div class="highlight"><pre><span></span>We acknowledge the computing and storage resources provided by the
-`NSF Science and Technology Center (STC) Learning the Earth with
-Artificial intelligence and Physics (LEAP)` (Award # 2019625).
-</pre></div>
-</div>
-</div>
-<div class="section" id="cite-data">
-<h2>Cite Data<a class="headerlink" href="#cite-data" title="Permalink to this headline">¶</a></h2>
-<p>Please include all datasets used for your work in your citations using the doi of each individual dataset.</p>
-</div>
-<div class="section" id="don-t-forget-to-cite-your-open-source-packages">
-<h2>Don’t forget to cite your open source packages<a class="headerlink" href="#don-t-forget-to-cite-your-open-source-packages" title="Permalink to this headline">¶</a></h2>
-<p>Please take the time to cite all packages used in your work, to ensure that the essential work of open source developers for open science is properly recognized.</p>
-</div>
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-  <div class="tex2jax_ignore mathjax_ignore section" id="leap-technical-documentation">
-<h1>LEAP Technical Documentation<a class="headerlink" href="#leap-technical-documentation" title="Permalink to this headline">¶</a></h1>
-<p>This website is the home for all technical documentation related to LEAP and LEAP-Pangeo.</p>
-<div class="section" id="dashboard">
-<h2>Dashboard<a class="headerlink" href="#dashboard" title="Permalink to this headline">¶</a></h2>
-<table class="colwidths-auto table">
-<thead>
-<tr class="row-odd"><th class="head"><p>Update Status</p></th>
-<th class="head"><p>Contributors</p></th>
-<th class="head"><p>Deployment Status</p></th>
-</tr>
-</thead>
-<tbody>
-<tr class="row-even"><td><p><a class="reference external" href="https://github.com/leap-stc/leap-stc.github.io"><img alt="GitHub last commit" src="https://img.shields.io/github/last-commit/leap-stc/leap-stc.github.io" /></a></p></td>
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-</tr>
-</tbody>
-</table>
-</div>
-<div class="section" id="motivation">
-<h2>Motivation<a class="headerlink" href="#motivation" title="Permalink to this headline">¶</a></h2>
-<p>The motivation and justification for developing LEAP-Pangeo are laid out in several recent peer-reviewed publications: <span id="id1">[<a class="reference internal" href="references.html#id2" title="Ryan P. Abernathey, Tom Augspurger, Anderson Banihirwe, Charles C. Blackmon-Luca, Timothy J. Crone, Chelle L. Gentemann, Joseph J. Hamman, Naomi Henderson, Chiara Lepore, Theo A. McCaie, Niall H. Robinson, and Richard P. Signell. Cloud-native repositories for big scientific data. Computing in Science Engineering, 23(2):26-35, 2021. doi:10.1109/MCSE.2021.3059437.">Abernathey <em>et al.</em>, 2021</a>]</span> and <span id="id2">[<a class="reference internal" href="references.html#id3" title="C. L. Gentemann, C. Holdgraf, R. Abernathey, D. Crichton, J. Colliander, E. J. Kearns, Y. Panda, and R. P. Signell. Science storms the cloud. AGU Advances, 2(2):e2020AV000354, 2021. e2020AV000354 2020AV000354. URL: https://agupubs.onlinelibrary.wiley.com/doi/abs/10.1029/2020AV000354, arXiv:https://agupubs.onlinelibrary.wiley.com/doi/pdf/10.1029/2020AV000354, doi:https://doi.org/10.1029/2020AV000354.">Gentemann <em>et al.</em>, 2021</a>]</span>.
-To summarize these arguments, a shared data and computing platform will:</p>
-<ul class="simple">
-<li><p><em>Facilitate seamless collaboration between project members around data-intensive science, accelerating research progress.</em></p></li>
-<li><p><em>Empower LEAP participants with instant access to high-performance computing and analysis-ready data in order to support ambitious research objectives.</em> This access is provided through our <a class="reference internal" href="reference/infrastructure.html#reference-infrastructure-hub"><span class="std std-ref">JupyterHub platform</span></a>.</p></li>
-<li><p><em>Place actionable data in the hands of LEAP partners to support knowledge transfer.using the <a class="reference internal" href="reference/infrastructure.html#reference-infrastructure-catalog"><span class="std std-ref">LEAP-Pangeo Data Catalog</span></a></em>.</p></li>
-<li><p><em>Enable rich data-driven classroom experiences for learners, helping them transition successfully from coursework to research.</em></p></li>
-</ul>
-</div>
-<div class="section" id="contents">
-<h2>Contents<a class="headerlink" href="#contents" title="Permalink to this headline">¶</a></h2>
-<div class="toctree-wrapper compound">
-<p aria-level="2" class="caption" role="heading"><span class="caption-text">Tutorials</span></p>
-<ul>
-<li class="toctree-l1"><a class="reference internal" href="tutorials/getting_started.html">Getting Started</a></li>
-</ul>
-</div>
-<div class="toctree-wrapper compound">
-<p aria-level="2" class="caption" role="heading"><span class="caption-text">Guides</span></p>
-<ul>
-<li class="toctree-l1"><a class="reference internal" href="guides/code_guide.html">Code Guide</a></li>
-<li class="toctree-l1"><a class="reference internal" href="guides/data_guide.html">Data Guide</a></li>
-<li class="toctree-l1"><a class="reference internal" href="guides/compute_guide.html">Compute Guide</a></li>
-<li class="toctree-l1"><a class="reference internal" href="guides/education_guide.html">Education Guide</a></li>
-<li class="toctree-l1"><a class="reference internal" href="guides/bootcamp_guide.html">Bootcamp Guide</a></li>
-<li class="toctree-l1"><a class="reference internal" href="guides/vm_access.html">Getting access to Cloud VMs</a></li>
-<li class="toctree-l1"><a class="reference internal" href="guides/team_guide.html">Guide for Data and Computation Team Members</a></li>
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-</ul>
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-<p aria-level="2" class="caption" role="heading"><span class="caption-text">Explanation</span></p>
-<ul>
-<li class="toctree-l1"><a class="reference internal" href="explanation/architecture.html">LEAP-Pangeo Architecture</a></li>
-<li class="toctree-l1"><a class="reference internal" href="explanation/implementation.html">LEAP-Pangeo Implementation Plan</a></li>
-<li class="toctree-l1"><a class="reference internal" href="explanation/code_policy.html">LEAP-Pangeo Code Policy</a></li>
-<li class="toctree-l1"><a class="reference internal" href="explanation/data_policy.html">LEAP-Pangeo Data Policy</a></li>
-<li class="toctree-l1"><a class="reference internal" href="explanation/infrastructure_policy.html">LEAP-Pangeo Infrastructure Policy</a></li>
-</ul>
-</div>
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-<p aria-level="2" class="caption" role="heading"><span class="caption-text">Reference</span></p>
-<ul>
-<li class="toctree-l1"><a class="reference internal" href="reference/infrastructure.html">Infrastructure</a></li>
-<li class="toctree-l1"><a class="reference internal" href="reference/membership.html">Membership</a></li>
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-  <div class="tex2jax_ignore mathjax_ignore section" id="education">
-<h1>Education<a class="headerlink" href="#education" title="Permalink to this headline">¶</a></h1>
-<div class="section" id="leap-affiliated-courses">
-<span id="reference-education-leap-affiliated-course"></span><h2>LEAP Affiliated Courses<a class="headerlink" href="#leap-affiliated-courses" title="Permalink to this headline">¶</a></h2>
-<p>To become a LEAP Affiliated Course you have to fulfill the following requirements:</p>
-<ul class="simple">
-<li><p>Acknowledge LEAP’s support on syllabus.</p></li>
-<li><p>Add the course to LEAP’s education page.</p></li>
-<li><p>If the course will have a github repository, consider developing it within the <a class="reference external" href="https://github.com/leap-stc">LEAP GitHub organization</a>.</p></li>
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- <li class="toc-h2 nav-item toc-entry">
-  <a class="reference internal nav-link" href="#leap-pangeo-data-catalog">
-   LEAP-Pangeo Data Catalog
-  </a>
- </li>
- <li class="toc-h2 nav-item toc-entry">
-  <a class="reference internal nav-link" href="#leap-pangeo-jupyterhub">
-   LEAP-Pangeo JupyterHub
-  </a>
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-   <li class="toc-h3 nav-item toc-entry">
-    <a class="reference internal nav-link" href="#server">
-     Server
-    </a>
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-     <li class="toc-h4 nav-item toc-entry">
-      <a class="reference internal nav-link" href="#managing-servers">
-       Managing Servers
-      </a>
-     </li>
-    </ul>
-   </li>
-   <li class="toc-h3 nav-item toc-entry">
-    <a class="reference internal nav-link" href="#your-user-directory">
-     Your User Directory
-    </a>
-   </li>
-   <li class="toc-h3 nav-item toc-entry">
-    <a class="reference internal nav-link" href="#the-software-environment">
-     The Software Environment
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-      <a class="reference internal nav-link" href="#installing-additonal-packages">
-       Installing additonal packages
-      </a>
-     </li>
-    </ul>
-   </li>
-  </ul>
- </li>
- <li class="toc-h2 nav-item toc-entry">
-  <a class="reference internal nav-link" href="#cloud-storage">
-   Cloud Storage
-  </a>
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-       Credentials
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-  </ul>
- </li>
- <li class="toc-h2 nav-item toc-entry">
-  <a class="reference internal nav-link" href="#leap-pangeo-cloud-storage-buckets">
-   LEAP-Pangeo Cloud Storage Buckets
-  </a>
- </li>
- <li class="toc-h2 nav-item toc-entry">
-  <a class="reference internal nav-link" href="#compute">
-   Compute
-  </a>
- </li>
- <li class="toc-h2 nav-item toc-entry">
-  <a class="reference internal nav-link" href="#access-to-leap-pangeo-resources-without-the-jupyterhub">
-   Access to LEAP-Pangeo resources without the JupyterHub
-  </a>
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-   <li class="toc-h3 nav-item toc-entry">
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-     Temporary Token
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-     Persistent Access via Google Groups
-    </a>
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-    <a class="reference internal nav-link" href="#service-account">
-     Service Account
-    </a>
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- <li class="toc-h2 nav-item toc-entry">
-  <a class="reference internal nav-link" href="#analysis-ready-cloud-optimized-arco-data">
-   Analysis-Ready Cloud-Optimized (ARCO) Data
-  </a>
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-   Pangeo-Forge
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-                <h1>Infrastructure</h1>
-                <!-- Table of contents -->
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-                            <h2> Contents </h2>
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-                            <ul class="visible nav section-nav flex-column">
- <li class="toc-h2 nav-item toc-entry">
-  <a class="reference internal nav-link" href="#leap-pangeo-data-catalog">
-   LEAP-Pangeo Data Catalog
-  </a>
- </li>
- <li class="toc-h2 nav-item toc-entry">
-  <a class="reference internal nav-link" href="#leap-pangeo-jupyterhub">
-   LEAP-Pangeo JupyterHub
-  </a>
-  <ul class="nav section-nav flex-column">
-   <li class="toc-h3 nav-item toc-entry">
-    <a class="reference internal nav-link" href="#server">
-     Server
-    </a>
-    <ul class="nav section-nav flex-column">
-     <li class="toc-h4 nav-item toc-entry">
-      <a class="reference internal nav-link" href="#managing-servers">
-       Managing Servers
-      </a>
-     </li>
-    </ul>
-   </li>
-   <li class="toc-h3 nav-item toc-entry">
-    <a class="reference internal nav-link" href="#your-user-directory">
-     Your User Directory
-    </a>
-   </li>
-   <li class="toc-h3 nav-item toc-entry">
-    <a class="reference internal nav-link" href="#the-software-environment">
-     The Software Environment
-    </a>
-    <ul class="nav section-nav flex-column">
-     <li class="toc-h4 nav-item toc-entry">
-      <a class="reference internal nav-link" href="#preselected-images">
-       Preselected Images
-      </a>
-     </li>
-     <li class="toc-h4 nav-item toc-entry">
-      <a class="reference internal nav-link" href="#custom-images">
-       Custom Images
-      </a>
-     </li>
-     <li class="toc-h4 nav-item toc-entry">
-      <a class="reference internal nav-link" href="#installing-additonal-packages">
-       Installing additonal packages
-      </a>
-     </li>
-    </ul>
-   </li>
-  </ul>
- </li>
- <li class="toc-h2 nav-item toc-entry">
-  <a class="reference internal nav-link" href="#cloud-storage">
-   Cloud Storage
-  </a>
-  <ul class="nav section-nav flex-column">
-   <li class="toc-h3 nav-item toc-entry">
-    <a class="reference internal nav-link" href="#m2lines-osn-pod">
-     m2lines OSN Pod
-    </a>
-    <ul class="nav section-nav flex-column">
-     <li class="toc-h4 nav-item toc-entry">
-      <a class="reference internal nav-link" href="#osn-pod-organization">
-       OSN Pod Organization
-      </a>
-     </li>
-     <li class="toc-h4 nav-item toc-entry">
-      <a class="reference internal nav-link" href="#credentials">
-       Credentials
-      </a>
-     </li>
-    </ul>
-   </li>
-  </ul>
- </li>
- <li class="toc-h2 nav-item toc-entry">
-  <a class="reference internal nav-link" href="#leap-pangeo-cloud-storage-buckets">
-   LEAP-Pangeo Cloud Storage Buckets
-  </a>
- </li>
- <li class="toc-h2 nav-item toc-entry">
-  <a class="reference internal nav-link" href="#compute">
-   Compute
-  </a>
- </li>
- <li class="toc-h2 nav-item toc-entry">
-  <a class="reference internal nav-link" href="#access-to-leap-pangeo-resources-without-the-jupyterhub">
-   Access to LEAP-Pangeo resources without the JupyterHub
-  </a>
-  <ul class="nav section-nav flex-column">
-   <li class="toc-h3 nav-item toc-entry">
-    <a class="reference internal nav-link" href="#temporary-token">
-     Temporary Token
-    </a>
-   </li>
-   <li class="toc-h3 nav-item toc-entry">
-    <a class="reference internal nav-link" href="#persistent-access-via-google-groups">
-     Persistent Access via Google Groups
-    </a>
-   </li>
-   <li class="toc-h3 nav-item toc-entry">
-    <a class="reference internal nav-link" href="#service-account">
-     Service Account
-    </a>
-   </li>
-  </ul>
- </li>
- <li class="toc-h2 nav-item toc-entry">
-  <a class="reference internal nav-link" href="#analysis-ready-cloud-optimized-arco-data">
-   Analysis-Ready Cloud-Optimized (ARCO) Data
-  </a>
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-   <li class="toc-h3 nav-item toc-entry">
-    <a class="reference internal nav-link" href="#zarr">
-     Zarr
-    </a>
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-  </ul>
- </li>
- <li class="toc-h2 nav-item toc-entry">
-  <a class="reference internal nav-link" href="#pangeo-forge">
-   Pangeo-Forge
-  </a>
- </li>
-</ul>
-
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-            </div>
-            
-              <div>
-                
-  <div class="tex2jax_ignore mathjax_ignore section" id="infrastructure">
-<h1>Infrastructure<a class="headerlink" href="#infrastructure" title="Permalink to this headline">¶</a></h1>
-<div class="section" id="leap-pangeo-data-catalog">
-<span id="reference-infrastructure-catalog"></span><h2>LEAP-Pangeo Data Catalog<a class="headerlink" href="#leap-pangeo-data-catalog" title="Permalink to this headline">¶</a></h2>
-<table class="colwidths-auto table">
-<thead>
-<tr class="row-odd"><th class="head"><p></p></th>
-<th class="head"><p></p></th>
-</tr>
-</thead>
-<tbody>
-<tr class="row-even"><td><p><strong>Catalog Address</strong></p></td>
-<td><p><a class="reference external" href="http://catalog.leap.columbia.edu">catalog.leap.columbia.edu</a></p></td>
-</tr>
-<tr class="row-odd"><td><p><strong>Management Repo</strong></p></td>
-<td><p><a class="reference external" href="https://github.com/leap-stc/data-management">https://github.com/leap-stc/data-management</a></p></td>
-</tr>
-<tr class="row-even"><td><p><strong>Maintained in collaboration with</strong></p></td>
-<td><p><a class="reference external" href="https://carbonplan.org">Carbonplan</a></p></td>
-</tr>
-</tbody>
-</table>
-<p>For more explanation about the catalog, and its role in the overall vision of LEAP, see <a class="reference internal" href="../explanation/architecture.html#explanation-architecture"><span class="std std-ref">LEAP-Pangeo Architecture</span></a>. See <a class="reference internal" href="../guides/data_guide.html#guides-data-ingestion"><span class="std std-ref">Ingesting Datasets into Cloud Storage</span></a> for details on how to ingest data and link it into the catalog.</p>
-</div>
-<div class="section" id="leap-pangeo-jupyterhub">
-<span id="reference-infrastructure-hub"></span><h2>LEAP-Pangeo JupyterHub<a class="headerlink" href="#leap-pangeo-jupyterhub" title="Permalink to this headline">¶</a></h2>
-<p>Our team has a cloud-based <a class="reference external" href="https://jupyter.org/hub">JupyterHub</a>.
-For information who can access the hub with which privileges, please refer to <a class="reference internal" href="membership.html#reference-membership-tiers"><span class="std std-ref">Membership Tiers</span></a>.</p>
-<table class="colwidths-auto table">
-<thead>
-<tr class="row-odd"><th class="head"><p></p></th>
-<th class="head"><p></p></th>
-</tr>
-</thead>
-<tbody>
-<tr class="row-even"><td><p><strong>Hub Address</strong></p></td>
-<td><p><a class="reference external" href="https://leap.2i2c.cloud/">https://leap.2i2c.cloud/</a></p></td>
-</tr>
-<tr class="row-odd"><td><p><strong>Hub Location</strong></p></td>
-<td><p><a class="reference external" href="https://cloud.google.com/compute/docs/regions-zones">Google Cloud <code class="docutils literal notranslate"><span class="pre">us-central1</span></code></a></p></td>
-</tr>
-<tr class="row-even"><td><p><strong>Hub Operator</strong></p></td>
-<td><p><a class="reference external" href="https://2i2c.org/">2i2c</a></p></td>
-</tr>
-<tr class="row-odd"><td><p><strong>Hub Configuration</strong></p></td>
-<td><p><a class="reference external" href="https://github.com/2i2c-org/infrastructure/tree/master/config/clusters/leap">https://github.com/2i2c-org/infrastructure/tree/master/config/clusters/leap</a></p></td>
-</tr>
-</tbody>
-</table>
-<p>This document goes over the primary technical details of the JupyterHub.</p>
-<ul class="simple">
-<li><p>For a quick tutorial on basic usage, please check out our <a class="reference internal" href="../tutorials/getting_started.html#tutorial-getting-started"><span class="std std-ref">Getting Started</span></a> tutorial.</p></li>
-<li><p>To get an in-depth overview of the LEAP Pangeo Architecture and how the JupyterHub fits into it, please see the <a class="reference internal" href="../explanation/architecture.html#explanation-architecture"><span class="std std-ref">Architecture</span></a> page.</p></li>
-</ul>
-<div class="section" id="server">
-<span id="reference-infrastructure-hub-server"></span><h3>Server<a class="headerlink" href="#server" title="Permalink to this headline">¶</a></h3>
-<div class="section" id="managing-servers">
-<h4>Managing Servers<a class="headerlink" href="#managing-servers" title="Permalink to this headline">¶</a></h4>
-<p>You can start and stop your server (and even open multiple named servers) from the <code class="docutils literal notranslate"><span class="pre">Hub</span> <span class="pre">Control</span> <span class="pre">Panel</span></code>. You can get to the hub control panel by navigating to <code class="docutils literal notranslate"><span class="pre">https://leap.2i2c.cloud/hub/home</span></code> in your browser or navigating to <code class="docutils literal notranslate"><span class="pre">File</span> <span class="pre">&gt;</span> <span class="pre">Hub</span> <span class="pre">Control</span> <span class="pre">Panel</span></code> from the JupyterLab Interface.</p>
-</div>
-</div>
-<div class="section" id="your-user-directory">
-<span id="reference-infrastructure-hub-user-dir"></span><h3>Your User Directory<a class="headerlink" href="#your-user-directory" title="Permalink to this headline">¶</a></h3>
-<p>When you open your hub, you can navigate to the “File Browser” and see all the files in your User Directory
-<a class="reference internal" href="https://github.com/leap-stc/leap-stc.github.io/assets/14314623/3ba6b45a-a077-4824-b0ec-9c111af50c33"><img alt="image" src="https://github.com/leap-stc/leap-stc.github.io/assets/14314623/3ba6b45a-a077-4824-b0ec-9c111af50c33" style="width: 442px;" /></a></p>
-<p>Your User Directory behaves very similar to a filestystem on your computer. If you save a file from a notebook, you will see it appear in the File Browser (you might have to wait a few seconds or press refresh) and you can use a terminal to navigate the terminal as you would on a UNIX machine:</p>
-<a class="reference internal image-reference" href="https://github.com/leap-stc/leap-stc.github.io/assets/14314623/a84c12e2-9f8a-4de1-a3e3-feff1bf59061"><img alt="image" src="https://github.com/leap-stc/leap-stc.github.io/assets/14314623/a84c12e2-9f8a-4de1-a3e3-feff1bf59061" style="width: 357px;" /></a>
-<div class="admonition note">
-<p class="admonition-title">Note</p>
-<p>As shown in the picture above, every user will see <code class="docutils literal notranslate"><span class="pre">'/home/jovyan'</span></code> as their root directory. This is different from many HPC accounts where your home directory will point to a directory with your username. But the functionality is similar. These are <em>your own files</em> and they cannot be seen/modified by other users (except admins).</p>
-</div>
-<p>The primary purpose of this directory is to store small files, like github repositories and other code.</p>
-<div class="admonition warning">
-<p class="admonition-title">Warning</p>
-<p>To accommodate the expanding LEAP community, the data and compute team has instituted a storage quota on individual user directories <code class="docutils literal notranslate"><span class="pre">/home/jovyan</span></code>. Your home directory is intended only for notebooks, analysis scripts, and small datasets (&lt; 1 GB). It is not an appropriate place to store large datasets. Unlike the cloud buckets, these directories use an underlying storage with a rigid limit. If a single user fills up the space, the Hub crashes for everyone. We recommend users use less than 25GB and enforce a hard limit of 50GB. <strong>Users who persistently violate the limit may temporarily get reduced cloud access</strong>.</p>
-<p>To check how much space you are using in your home directory open a terminal window on the hub and run <code class="docutils literal notranslate"><span class="pre">du</span> <span class="pre">-h</span> <span class="pre">--max-depth=1</span> <span class="pre">~/</span> <span class="pre">|</span> <span class="pre">sort</span> <span class="pre">-h</span></code>.</p>
-<p>If you want to save larger files for your work use our <a class="reference internal" href="#reference-infrastructure-buckets"><span class="std std-ref">LEAP-Pangeo Cloud Storage Buckets</span></a> and consult our <a class="reference internal" href="../guides/data_guide.html#guide-data"><span class="std std-ref">Hub Data Guide</span></a>. See the <a class="reference internal" href="../guides/faq.html#faq-usr-dir-usage-warning"><span class="std std-ref">FAQs</span></a> for guidance on reducing storage.</p>
-</div>
-</div>
-<div class="section" id="the-software-environment">
-<span id="reference-infrastructure-hub-software-env"></span><h3>The Software Environment<a class="headerlink" href="#the-software-environment" title="Permalink to this headline">¶</a></h3>
-<p>The software environment you encounter on the Hub is based upon <a class="reference external" href="https://www.digitalocean.com/community/tutorials/the-docker-ecosystem-an-introduction-to-common-components">docker images</a> which you can run on other machines (like your laptop or an HPC cluster) for better reproducibility.</p>
-<p>Upon start up you can choose between</p>
-<ul class="simple">
-<li><p>A list of preselected images</p></li>
-<li><p>The option of passing a custom docker image via the <code class="docutils literal notranslate"><span class="pre">&quot;Other...&quot;</span></code> option.</p></li>
-</ul>
-<div class="section" id="preselected-images">
-<h4>Preselected Images<a class="headerlink" href="#preselected-images" title="Permalink to this headline">¶</a></h4>
-<p>LEAP-Pangeo uses several full-featured, up-to-date Python environments maintained by Pangeo. You can read all about them at the following URL:</p>
-<ul class="simple">
-<li><p><a class="reference external" href="https://github.com/pangeo-data/pangeo-docker-images/">https://github.com/pangeo-data/pangeo-docker-images/</a></p></li>
-</ul>
-<p>There are separate images for pytorch and tensorflow which are available in a drop-down panel when starting up your server.
-The Hub contains a specific version of the image which can be found <a class="reference external" href="https://github.com/2i2c-org/infrastructure/blob/master/config/clusters/leap/common.values.yaml">here</a>.</p>
-<p>For example, at the time of writing, the version of <code class="docutils literal notranslate"><span class="pre">pangeo-notebook</span></code> is <code class="docutils literal notranslate"><span class="pre">2022.05.10</span></code>.
-A complete list of all packages installed in this environment is located at:</p>
-<ul class="simple">
-<li><p><a class="reference external" href="https://github.com/pangeo-data/pangeo-docker-images/blob/2022.05.10/pangeo-notebook/packages.txt">https://github.com/pangeo-data/pangeo-docker-images/blob/2022.05.10/pangeo-notebook/packages.txt</a></p></li>
-</ul>
-<div class="admonition attention">
-<p class="admonition-title">Attention</p>
-<p>We regularly update the version of the images provided in the drop-down menu.</p>
-<p>To ensure full reproducibility you should save the full info of the image you worked with (this is stored in the environment variable <code class="docutils literal notranslate"><span class="pre">JUPYTER_IMAGE_SPEC</span></code>) with your work. You could for example print the following in the first cell of a notebook:</p>
-<div class="highlight-python notranslate"><div class="highlight"><pre><span></span><span class="kn">import</span><span class="w"> </span><span class="nn">os</span>
-
-<span class="nb">print</span><span class="p">(</span><span class="n">os</span><span class="o">.</span><span class="n">environ</span><span class="p">[</span><span class="s2">&quot;JUPYTER_IMAGE_SPEC&quot;</span><span class="p">])</span>
-</pre></div>
-</div>
-<p>You can then use that string with the <a class="reference internal" href="#reference-infrastructure-hub-image-custom"><span class="std std-ref">custom images</span></a> to reproduce your work with exactly the same environment.</p>
-</div>
-</div>
-<div class="section" id="custom-images">
-<span id="reference-infrastructure-hub-image-custom"></span><h4>Custom Images<a class="headerlink" href="#custom-images" title="Permalink to this headline">¶</a></h4>
-<p>If you select the <code class="docutils literal notranslate"><span class="pre">Image</span> <span class="pre">&gt;</span> <span class="pre">Other...</span></code> Option during <a class="reference internal" href="../tutorials/getting_started.html#hub-server-login"><span class="std std-ref">server login</span></a> you can paste an arbitrary reference in the form of <code class="docutils literal notranslate"><span class="pre">docker_registry/organization/image_name:image_version</span></code>. As an example we can get the <code class="docutils literal notranslate"><span class="pre">2023.05.08</span></code> version of the pangeo tensorflow notebook by pasting <code class="docutils literal notranslate"><span class="pre">quay.io/pangeo/ml-notebook:2023.05.08</span></code>.</p>
-<p>If you want to build your own docker image for your project, take a look at <a class="reference external" href="https://github.com/2i2c-org/hub-user-image-template">this template</a> and the instructions to learn how to use <a class="reference external" href="https://github.com/jupyterhub/repo2docker">repo2docker</a> to set up CI workflows to automatically build docker images from your repository.</p>
-</div>
-<div class="section" id="installing-additonal-packages">
-<span id="reference-infrastructure-hub-software-env-temp-install"></span><h4>Installing additonal packages<a class="headerlink" href="#installing-additonal-packages" title="Permalink to this headline">¶</a></h4>
-<p>You can install additional packages using <code class="docutils literal notranslate"><span class="pre">pip</span></code> and <code class="docutils literal notranslate"><span class="pre">conda</span></code>.
-However, these will disappear when your server shuts down.</p>
-<p>For a more permanent solution we recommend building project specific dockerfiles and using those as <a class="reference internal" href="#reference-infrastructure-hub-image-custom"><span class="std std-ref">custom images</span></a>.</p>
-</div>
-</div>
-</div>
-<div class="section" id="cloud-storage">
-<h2>Cloud Storage<a class="headerlink" href="#cloud-storage" title="Permalink to this headline">¶</a></h2>
-<div class="section" id="m2lines-osn-pod">
-<span id="reference-infrastructrue-osn-pod"></span><h3>m2lines OSN Pod<a class="headerlink" href="#m2lines-osn-pod" title="Permalink to this headline">¶</a></h3>
-<div class="section" id="osn-pod-organization">
-<span id="reference-infrastructrue-osn-pod-organization"></span><h4>OSN Pod Organization<a class="headerlink" href="#osn-pod-organization" title="Permalink to this headline">¶</a></h4>
-<p>The ~1PB storage on the OSN Pod can be customized into Projects and Buckets. Projects are used to give additional users access to the Coldfront Admin Console, whereas buckets are how storage is administered up on the Pod. A project can have multiple buckets.</p>
-<p>There are currently 3 principal Projects on the Pod:</p>
-<ul class="simple">
-<li><p><code class="docutils literal notranslate"><span class="pre">'leap-pangeo'</span></code>: Used for Data Ingestion across the m2lines and LEAP community</p>
-<ul>
-<li><p>Buckets:</p>
-<ul>
-<li><p><code class="docutils literal notranslate"><span class="pre">'leap-pangeo-manual'</span></code>: <strong>No write access for users</strong></p></li>
-<li><p><code class="docutils literal notranslate"><span class="pre">'leap-pangeo-pipeline'</span></code>: <strong>No write access for users</strong></p></li>
-<li><p><code class="docutils literal notranslate"><span class="pre">'leap-pangeo-inbox'</span></code>: <em>Write access can be shared with users who want to add data e.g. from an HPC center</em></p></li>
-</ul>
-</li>
-</ul>
-</li>
-<li><p><code class="docutils literal notranslate"><span class="pre">'m2lines'</span></code>: Used for project data and publications from the m2lines project</p>
-<ul>
-<li><p>Buckets:</p>
-<ul>
-<li><p><code class="docutils literal notranslate"><span class="pre">'m2lines-pubs'</span></code>: <strong>No write access for users</strong></p></li>
-<li><p>… various project buckets</p></li>
-</ul>
-</li>
-</ul>
-</li>
-<li><p><code class="docutils literal notranslate"><span class="pre">'leap'</span></code>: Used for project data and publications from the LEAP project</p>
-<ul>
-<li><p>Buckets:</p>
-<ul>
-<li><p><code class="docutils literal notranslate"><span class="pre">'leap-pubs'</span></code>: <strong>No write access for users</strong></p></li>
-<li><p>… various project buckets</p></li>
-</ul>
-</li>
-</ul>
-</li>
-</ul>
-</div>
-<div class="section" id="credentials">
-<span id="reference-infrastructrue-osn-pod-credentials"></span><h4>Credentials<a class="headerlink" href="#credentials" title="Permalink to this headline">¶</a></h4>
-<div class="admonition warning">
-<p class="admonition-title">Warning</p>
-<p>All OSN credentials are long lived and should be treated as such. Please do not share them publicly (e.g. in your notebook or a github repository) and when sharing with e.g. collaborators use an encrypted way of sharing (e.g. password manager).</p>
-</div>
-<p>Credentials for the OSN Pod are specific to each bucket. There are two types of credentials: “Read-only” and “Read-Write”. Exercise caution when sharing/saving secrets, particularly the latter. Each type of credentials consists of two keys (access + secret). Both are required to access the bucket, and they are shared by the OSN Admin.</p>
-</div>
-</div>
-</div>
-<div class="section" id="leap-pangeo-cloud-storage-buckets">
-<span id="reference-infrastructure-buckets"></span><h2>LEAP-Pangeo Cloud Storage Buckets<a class="headerlink" href="#leap-pangeo-cloud-storage-buckets" title="Permalink to this headline">¶</a></h2>
-<p>LEAP-Pangeo provides users two cloud buckets to store data. Your <a class="reference internal" href="#reference-infrastructure-hub-server"><span class="std std-ref">Server</span></a> is automatically authenticated to read from any of these buckets but write access might differ (see below). See <a class="reference internal" href="#reference-authentication"><span class="std std-ref">Access to LEAP-Pangeo resources without the JupyterHub</span></a> for details on how to access buckets from ‘outside’ the JupyterHub.</p>
-<ul class="simple">
-<li><p><code class="docutils literal notranslate"><span class="pre">gs://leap-scratch/</span></code> - Temporary Storage deleted after 7 days. Use this bucket for testing and storing large intermediate results. <a class="reference external" href="https://docs.2i2c.org/user/topics/data/cloud/#scratch-bucket">More info</a></p></li>
-<li><p><code class="docutils literal notranslate"><span class="pre">gs://leap-persistent/</span></code> - Persistent Storage. Use this bucket for storing results you want to share with other members.</p></li>
-<li><p><code class="docutils literal notranslate"><span class="pre">gs://leap-persistent-ro/</span></code> - Persistent Storage with read-only access for most users. To upload data to this bucket you need to use <a class="reference internal" href="../guides/data_guide.html#hub-data-upload-hpc"><span class="std std-ref">this</span></a> method below.</p></li>
-</ul>
-<p>Files stored on each of those buckets can be accessed by any LEAP member, so be concious in the way you use these.</p>
-<ul class="simple">
-<li><p><strong>Do not put sensitive information (passwords, keys, personal data) into these buckets!</strong></p></li>
-<li><p><strong>When writing to buckets only ever write to your personal folder!</strong> Your personal folder is a combination of the bucketname and your github username (e.g. `gs://leap-persistent/funky-user/’).</p></li>
-</ul>
-</div>
-<div class="section" id="compute">
-<h2>Compute<a class="headerlink" href="#compute" title="Permalink to this headline">¶</a></h2>
-<p>🚧</p>
-</div>
-<div class="section" id="access-to-leap-pangeo-resources-without-the-jupyterhub">
-<span id="reference-authentication"></span><h2>Access to LEAP-Pangeo resources without the JupyterHub<a class="headerlink" href="#access-to-leap-pangeo-resources-without-the-jupyterhub" title="Permalink to this headline">¶</a></h2>
-<div class="section" id="temporary-token">
-<span id="reference-authentication-temp-token"></span><h3>Temporary Token<a class="headerlink" href="#temporary-token" title="Permalink to this headline">¶</a></h3>
-<p>You can generate a temporary (1 hour) token with read/write access as follows:</p>
-<ul class="simple">
-<li><p>Now start up a <a class="reference external" href="https://leap.2i2c.cloud">LEAP-Pangeo server</a> and open a terminal. Install the <a class="reference external" href="https://cloud.google.com/sdk/docs/install">Google Cloud SDK</a> using mamba</p></li>
-</ul>
-<div class="highlight-shell notranslate"><div class="highlight"><pre><span></span>mamba<span class="w"> </span>install<span class="w"> </span>google-cloud-sdk
-</pre></div>
-</div>
-<p>Now you can generate a temporary token (valid for 1 hour) that allows you to upload data to the cloud.</p>
-<div class="highlight-shell notranslate"><div class="highlight"><pre><span></span>gcloud<span class="w"> </span>auth<span class="w"> </span>print-access-token
-</pre></div>
-</div>
-<p>This will print a temporary token in the terminal. You can e.g. copy that to your clipboard.</p>
-</div>
-<div class="section" id="persistent-access-via-google-groups">
-<span id="reference-authentication-google-groups"></span><h3>Persistent Access via Google Groups<a class="headerlink" href="#persistent-access-via-google-groups" title="Permalink to this headline">¶</a></h3>
-<p>We manage access rights through <a class="reference external" href="https://groups.google.com">Google Groups</a>. Please contact the <a class="reference internal" href="../support.html#support-data-compute-team"><span class="std std-ref">Data and Computation Team</span></a> to get added to the appropriate group (a gmail address is required for this).</p>
-</div>
-<div class="section" id="service-account">
-<h3>Service Account<a class="headerlink" href="#service-account" title="Permalink to this headline">¶</a></h3>
-<p>If you want more permanent access to resources, e.g. as part of a repositories CI using a service account, please reach out to the <a class="reference internal" href="../support.html#support-data-compute-team"><span class="std std-ref">Data and Computation Team</span></a> to discuss options.</p>
-</div>
-</div>
-<div class="section" id="analysis-ready-cloud-optimized-arco-data">
-<span id="reference-arco"></span><h2>Analysis-Ready Cloud-Optimized (ARCO) Data<a class="headerlink" href="#analysis-ready-cloud-optimized-arco-data" title="Permalink to this headline">¶</a></h2>
-<p>Below you can find some examples of ARCO data formats</p>
-<div class="section" id="zarr">
-<h3>Zarr<a class="headerlink" href="#zarr" title="Permalink to this headline">¶</a></h3>
-<p><a class="reference external" href="https://zarr.dev">zarr</a></p>
-</div>
-</div>
-<div class="section" id="pangeo-forge">
-<span id="reference-pangeo-forge"></span><h2>Pangeo-Forge<a class="headerlink" href="#pangeo-forge" title="Permalink to this headline">¶</a></h2>
-<p>You can find more information about Pangeo-Forge <a class="reference external" href="https://pangeo-forge.readthedocs.io/en/latest/">here</a>.</p>
-</div>
-</div>
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-    <a class="reference internal nav-link" href="#administrator-and-developer-category">
-     Administrator and Developer Category
-    </a>
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- </li>
- <li class="toc-h2 nav-item toc-entry">
-  <a class="reference internal nav-link" href="#github-teams-and-resources">
-   Github Teams and Resources
-  </a>
- </li>
- <li class="toc-h2 nav-item toc-entry">
-  <a class="reference internal nav-link" href="#applying-for-membership">
-   Applying for membership
-  </a>
- </li>
- <li class="toc-h2 nav-item toc-entry">
-  <a class="reference internal nav-link" href="#termination-of-access">
-   Termination of Access
-  </a>
- </li>
- <li class="toc-h2 nav-item toc-entry">
-  <a class="reference internal nav-link" href="#offboarding-process">
-   Offboarding Process
-  </a>
- </li>
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-                <h1>Membership</h1>
-                <!-- Table of contents -->
-                <div id="print-main-content">
-                    <div id="jb-print-toc">
-                        
-                        <div>
-                            <h2> Contents </h2>
-                        </div>
-                        <nav aria-label="Page">
-                            <ul class="visible nav section-nav flex-column">
- <li class="toc-h2 nav-item toc-entry">
-  <a class="reference internal nav-link" href="#code-of-conduct">
-   Code of Conduct
-  </a>
- </li>
- <li class="toc-h2 nav-item toc-entry">
-  <a class="reference internal nav-link" href="#membership-tiers">
-   Membership Tiers
-  </a>
-  <ul class="nav section-nav flex-column">
-   <li class="toc-h3 nav-item toc-entry">
-    <a class="reference internal nav-link" href="#administrator-and-developer-category">
-     Administrator and Developer Category
-    </a>
-   </li>
-  </ul>
- </li>
- <li class="toc-h2 nav-item toc-entry">
-  <a class="reference internal nav-link" href="#github-teams-and-resources">
-   Github Teams and Resources
-  </a>
- </li>
- <li class="toc-h2 nav-item toc-entry">
-  <a class="reference internal nav-link" href="#applying-for-membership">
-   Applying for membership
-  </a>
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-  <a class="reference internal nav-link" href="#termination-of-access">
-   Termination of Access
-  </a>
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- <li class="toc-h2 nav-item toc-entry">
-  <a class="reference internal nav-link" href="#offboarding-process">
-   Offboarding Process
-  </a>
- </li>
-</ul>
-
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-            </div>
-            
-              <div>
-                
-  <div class="tex2jax_ignore mathjax_ignore section" id="membership">
-<span id="reference-membership"></span><h1>Membership<a class="headerlink" href="#membership" title="Permalink to this headline">¶</a></h1>
-<p>Access to LEAP-Pangeo is managed via membership tiers and associated github organization teams.</p>
-<div class="section" id="code-of-conduct">
-<h2>Code of Conduct<a class="headerlink" href="#code-of-conduct" title="Permalink to this headline">¶</a></h2>
-<p>All users of LEAP-Pangeo must abide by the <a class="reference external" href="https://leap.columbia.edu/wp-content/uploads/2023/05/LEAP-Code-of-Conduct_V1_October-2022.pdf">LEAP Code of Conduct</a>.</p>
-</div>
-<div class="section" id="membership-tiers">
-<span id="reference-membership-tiers"></span><h2>Membership Tiers<a class="headerlink" href="#membership-tiers" title="Permalink to this headline">¶</a></h2>
-<p>The membership tiers are listed in ascending order of access/privileges.</p>
-<ul class="simple">
-<li><p><strong>PUBLIC MEMBERSHIP(Please note: Public Membership will be live soon.)</strong> Receive weekly LEAP newsletter and invitations to LEAP events. Access to LEAP Pangeo that includes limited performance notebooks, read only access to all LEAP storage, and write access to our scratch bucket, where everything is deleted after 7 days.</p></li>
-<li><p><strong>EDUCATION MEMBERSHIP</strong> Open to participants in LEAP Education programs (e.g., Bootcamp, academic courses, and summer programs). Receive weekly LEAP newsletter and invitations to LEAP events. Access to LEAP Pangeo compute and storage for duration of education program.</p></li>
-<li><p><strong>RESEARCH MEMBERSHIP</strong> Open to researchers who have been referred by a LEAP scientist. Receive weekly LEAP newsletter and invitations to LEAP events. Access to LEAP Pangeo compute and storage for six (6) months (renewal applications may be submitted at the conclusion of six months).</p></li>
-<li><p><strong>LEAP-FUNDED RESEARCHE MEMBERSHIP</strong>. Open to researchers who receive LEAP funding. Receive weekly LEAP newsletter and invitations to LEAP events. Access to LEAP Pangeo compute and storage for duration of time with LEAP.</p></li>
-</ul>
-<p>For more info see <a class="reference external" href="https://leap.columbia.edu/research-home/leap-pangeo/">the main LEAP website</a></p>
-<div class="section" id="administrator-and-developer-category">
-<h3>Administrator and Developer Category<a class="headerlink" href="#administrator-and-developer-category" title="Permalink to this headline">¶</a></h3>
-<p>The LEAP Manager of Data and Computing may grant access to other participants for
-the purposes of technical development, debugging, and evaluation of the platform. These members will be added to the <a class="reference external" href="https://github.com/orgs/leap-stc/teams/leap-pangeo-full-access"><code class="docutils literal notranslate"><span class="pre">leap-pangeo-full-access</span></code></a> team to have full access to all resources.</p>
-</div>
-</div>
-<div class="section" id="github-teams-and-resources">
-<span id="reference-membership-team-resources"></span><h2>Github Teams and Resources<a class="headerlink" href="#github-teams-and-resources" title="Permalink to this headline">¶</a></h2>
-<p>The access to the JupyterHub is implemented via <a class="reference external" href="https://docs.github.com/en/organizations/organizing-members-into-teams/about-teams">Github Teams</a> in the <a class="reference external" href="https://github.com/orgs/leap-stc/teams">leap-stc</a> GitHub organization. Each Membership tier maps to a single Github Team which determines the resources available to the user.</p>
-<table class="colwidths-auto table">
-<thead>
-<tr class="row-odd"><th class="head"><p>Tier</p></th>
-<th class="head"><p>Github Team</p></th>
-<th class="head"><p>Resources Available</p></th>
-<th class="head"><p>Membership Valid for</p></th>
-</tr>
-</thead>
-<tbody>
-<tr class="row-even"><td><p><strong>PUBLIC</strong></p></td>
-<td><p><a class="reference external" href="https://github.com/orgs/leap-stc/teams/leap-pangeo-public-access">leap-pangeo-public-access</a></p></td>
-<td><p>🚧</p></td>
-<td><p>🚧</p></td>
-</tr>
-<tr class="row-odd"><td><p><strong>EDUCATION</strong></p></td>
-<td><p><a class="reference external" href="https://github.com/orgs/leap-stc/teams/leap-pangeo-base-access">leap-pangeo-base-access</a></p></td>
-<td><p>Access to <a class="reference internal" href="infrastructure.html#reference-infrastructure-buckets"><span class="std std-ref">storage</span></a> and computing resource up to 4 cores and 32GB RAM on JupyterHub servers.</p></td>
-<td><p>🚧</p></td>
-</tr>
-<tr class="row-even"><td><p><strong>RESEARCH</strong></p></td>
-<td><p><a class="reference external" href="https://github.com/orgs/leap-stc/teams/leap-pangeo-full-access">leap-pangeo-full-access</a></p></td>
-<td><p>Access to <a class="reference internal" href="infrastructure.html#reference-infrastructure-buckets"><span class="std std-ref">storage</span></a> and computing resource up to 16 cores and 128GB RAM on JupyterHub servers + GPU options.</p></td>
-<td><p>🚧</p></td>
-</tr>
-<tr class="row-odd"><td><p><strong>LEAP-FUNDED RESEARCH</strong></p></td>
-<td><p><a class="reference external" href="https://github.com/orgs/leap-stc/teams/leap-pangeo-full-access">leap-pangeo-full-access</a></p></td>
-<td><p>Access to <a class="reference internal" href="infrastructure.html#reference-infrastructure-buckets"><span class="std std-ref">storage</span></a> and computing resource up to 16 cores and 128GB RAM on JupyterHub servers + GPU options.</p></td>
-<td><p>🚧</p></td>
-</tr>
-</tbody>
-</table>
-</div>
-<div class="section" id="applying-for-membership">
-<span id="users-membership-apply"></span><h2>Applying for membership<a class="headerlink" href="#applying-for-membership" title="Permalink to this headline">¶</a></h2>
-<p>To become a LEAP member please use the <a class="reference external" href="https://forms.gle/RpeaMZh5btTdZtzu8">Application Form</a>.</p>
-<p>Once you have applied for membership, it will take a few days until you can be approved. Please watch out for email from LEAP that contains instructions on how to proceed.</p>
-</div>
-<div class="section" id="termination-of-access">
-<h2>Termination of Access<a class="headerlink" href="#termination-of-access" title="Permalink to this headline">¶</a></h2>
-<p>Users who violate usage policies will have their access suspended pending investigation.
-The LEAP Director of Data and Computing decides if a policy has been violated and
-may suspend or terminate access to LEAP-Pangeo at any time.</p>
-</div>
-<div class="section" id="offboarding-process">
-<h2>Offboarding Process<a class="headerlink" href="#offboarding-process" title="Permalink to this headline">¶</a></h2>
-<p>Users may also be transferred from e.g. the Education Category to the Community Category
-when their termed access ends.
-Removing a user from the corresponding team is sufficient to disable their access
-to those resources.
-Removing a user from the <code class="docutils literal notranslate"><span class="pre">leap-pangeo-users</span></code> group entirely will disable their access
-completely.
-An automated process will delete user data from the hub one month after a user
-is removed from the <code class="docutils literal notranslate"><span class="pre">leap-pangeo-users</span></code> group.</p>
-</div>
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-   <li class="toc-h3 nav-item toc-entry">
-    <a class="reference internal nav-link" href="#data-and-computation-team">
-     Data and Computation Team
-    </a>
-    <ul class="nav section-nav flex-column">
-     <li class="toc-h4 nav-item toc-entry">
-      <a class="reference internal nav-link" href="#julius-busecke-columbia-university">
-       Julius Busecke (Columbia University)
-      </a>
-     </li>
-     <li class="toc-h4 nav-item toc-entry">
-      <a class="reference internal nav-link" href="#sammy-agrawal-columbia-university">
-       Sammy Agrawal (Columbia University)
-      </a>
-     </li>
-     <li class="toc-h4 nav-item toc-entry">
-      <a class="reference internal nav-link" href="#raphael-hagen-carbonplan">
-       Raphael Hagen (CarbonPlan)
-      </a>
-     </li>
-    </ul>
-   </li>
-  </ul>
- </li>
-</ul>
-
-            </nav>
-        </div>
-    </div>
-</div>
-    <div id="main-content" class="row">
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-            <!-- Table of contents that is only displayed when printing the page -->
-            <div id="jb-print-docs-body" class="onlyprint">
-                <h1>Getting Help</h1>
-                <!-- Table of contents -->
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-                            <h2> Contents </h2>
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-                            <ul class="visible nav section-nav flex-column">
- <li class="toc-h2 nav-item toc-entry">
-  <a class="reference internal nav-link" href="#office-hours">
-   Office Hours
-  </a>
- </li>
- <li class="toc-h2 nav-item toc-entry">
-  <a class="reference internal nav-link" href="#leap-pangeo-community-hours">
-   LEAP Pangeo Community Hours
-  </a>
-  <ul class="nav section-nav flex-column">
-   <li class="toc-h3 nav-item toc-entry">
-    <a class="reference internal nav-link" href="#data-and-computation-team">
-     Data and Computation Team
-    </a>
-    <ul class="nav section-nav flex-column">
-     <li class="toc-h4 nav-item toc-entry">
-      <a class="reference internal nav-link" href="#julius-busecke-columbia-university">
-       Julius Busecke (Columbia University)
-      </a>
-     </li>
-     <li class="toc-h4 nav-item toc-entry">
-      <a class="reference internal nav-link" href="#sammy-agrawal-columbia-university">
-       Sammy Agrawal (Columbia University)
-      </a>
-     </li>
-     <li class="toc-h4 nav-item toc-entry">
-      <a class="reference internal nav-link" href="#raphael-hagen-carbonplan">
-       Raphael Hagen (CarbonPlan)
-      </a>
-     </li>
-    </ul>
-   </li>
-  </ul>
- </li>
-</ul>
-
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-            
-              <div>
-                
-  <div class="section" id="getting-help">
-<h1>Getting Help<a class="headerlink" href="#getting-help" title="Permalink to this headline">¶</a></h1>
-<p>For questions about how to use the Hub, please choose from the following resources</p>
-<ul class="simple">
-<li><p>Always check the <a class="reference internal" href="guides/faq.html"><span class="doc">FAQ page</span></a> first</p></li>
-<li><p>Use the <a class="reference external" href="https://github.com/leap-stc/leap-stc.github.io/discussions">LEAP-Pangeo Discussion Forum</a> to search for previous topics or post new ones</p></li>
-<li><p>Join the LEAP Slack and post an issue in the <code class="docutils literal notranslate"><span class="pre">'#leap-pangeo'</span></code> channel.</p></li>
-<li><p>Reach out to the <a class="reference internal" href="#support-data-compute-team"><span class="std std-ref">Data and Computation Team</span></a> by mentioning <code class="docutils literal notranslate"><span class="pre">'&#64;data-and-compute'</span></code> on the LEAP slack channel</p></li>
-<li><p>Tag <code class="docutils literal notranslate"><span class="pre">'&#64;leap-stc/data-and-compute'</span></code> in a Github issue.</p></li>
-</ul>
-<div class="section" id="office-hours">
-<h2>Office Hours<a class="headerlink" href="#office-hours" title="Permalink to this headline">¶</a></h2>
-<p>We also offer in-person and virtual Office Hours on Thursdays for questions about LEAP-Pangeo.
-You can reserve an appointment <a class="reference external" href="https://app.reclaim.ai/m/leap-pangeo-office-hours">here</a>.</p>
-</div>
-<div class="section" id="leap-pangeo-community-hours">
-<h2>LEAP Pangeo Community Hours<a class="headerlink" href="#leap-pangeo-community-hours" title="Permalink to this headline">¶</a></h2>
-<p>We run a monthly LEAP Pangeo community event, where we’ll work together on everything LEAP Pangeo! This event is open to all, and is currently in-person only (with virtual options in development). Watch out for dates in the regular LEAP emails.</p>
-<p>If you have a problem with the hub, want to learn how to make your workflow more efficient, or just take an hour to connect with other LEAP folks and code together, bring your laptop and come by!</p>
-<p>This event is open to all skill levels — we aim to make it a fun, collaborative and no-stress event. We’ll have snacks, too!</p>
-<p>👀 <strong>Keep an eye out for upcoming dates in the email newsletter</strong> 🗞️</p>
-<div class="section" id="data-and-computation-team">
-<span id="support-data-compute-team"></span><h3>Data and Computation Team<a class="headerlink" href="#data-and-computation-team" title="Permalink to this headline">¶</a></h3>
-<div class="section" id="julius-busecke-columbia-university">
-<h4>Julius Busecke (Columbia University)<a class="headerlink" href="#julius-busecke-columbia-university" title="Permalink to this headline">¶</a></h4>
-<p>Manager, Data and Computation</p>
-<a class="biopic reference internal image-reference" href="_images/julius.jpg"><img alt="Julius Busecke" class="biopic" src="_images/julius.jpg" style="width: 200px;" /></a>
-<div class="line-block">
-<div class="line"><br /></div>
-</div>
-<a class="reference external image-reference" href="https://leap-nsf-stc.slack.com/team/U03MSCLCTRA"><img alt="Slack DM" src="https://img.shields.io/static/v1?label=&amp;message=Slack&amp;color=0077B5&amp;style=flat-square&amp;logo=slack" /></a>
-<img alt="Pronouns" src="https://img.shields.io/static/v1?label=pronouns&amp;message=he/him&amp;color=red&amp;style=flat-square" />
-<a class="reference external image-reference" href="http://github.com/jbusecke"><img alt="GitHub Profile" src="https://img.shields.io/github/followers/jbusecke?label=Github&amp;logo=github&amp;style=flat-square" /></a>
-<a class="reference external image-reference" href="https://jbusecke.github.io"><img alt="Website" src="https://img.shields.io/website?style=flat-square&amp;url=https%3A//jbusecke.github.io" /></a>
-</div>
-<div class="section" id="sammy-agrawal-columbia-university">
-<h4>Sammy Agrawal (Columbia University)<a class="headerlink" href="#sammy-agrawal-columbia-university" title="Permalink to this headline">¶</a></h4>
-<p>Leap Pangeo Intern</p>
-<a class="biopic reference internal image-reference" href="_images/sammy.png"><img alt="Sammy Agrawal" class="biopic" src="_images/sammy.png" style="width: 200px;" /></a>
-<div class="line-block">
-<div class="line"><br /></div>
-</div>
-<a class="reference external image-reference" href="https://leap-nsf-stc.slack.com/team/U05364D6MLL"><img alt="Slack DM" src="https://img.shields.io/static/v1?label=&amp;message=Slack&amp;color=0077B5&amp;style=flat-square&amp;logo=slack" /></a>
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-</div>
-<div class="section" id="raphael-hagen-carbonplan">
-<h4>Raphael Hagen (CarbonPlan)<a class="headerlink" href="#raphael-hagen-carbonplan" title="Permalink to this headline">¶</a></h4>
-<p>Pangeo-Forge Recipe Development</p>
-<a class="biopic reference internal image-reference" href="_images/raphael.png"><img alt="Raphael Hagen" class="biopic" src="_images/raphael.png" style="width: 200px;" /></a>
-<div class="line-block">
-<div class="line"><br /></div>
-</div>
-<a class="reference external image-reference" href="https://leap-nsf-stc.slack.com/team/U05NKVACXB9"><img alt="Slack DM" src="https://img.shields.io/static/v1?label=&amp;message=Slack&amp;color=0077B5&amp;style=flat-square&amp;logo=slack" /></a>
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-            
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-                <i class="fas fa-list"></i> Contents
-            </div>
-            <nav id="bd-toc-nav" aria-label="Page">
-                <ul class="visible nav section-nav flex-column">
- <li class="toc-h2 nav-item toc-entry">
-  <a class="reference internal nav-link" href="#how-can-i-get-access-to-the-hub">
-   How can I get access to the Hub
-  </a>
- </li>
- <li class="toc-h2 nav-item toc-entry">
-  <a class="reference internal nav-link" href="#hub-usage">
-   Hub Usage
-  </a>
-  <ul class="nav section-nav flex-column">
-   <li class="toc-h3 nav-item toc-entry">
-    <a class="reference internal nav-link" href="#logging-in">
-     Logging In
-    </a>
-    <ul class="nav section-nav flex-column">
-     <li class="toc-h4 nav-item toc-entry">
-      <a class="reference internal nav-link" href="#gpus">
-       GPUs
-      </a>
-     </li>
-    </ul>
-   </li>
-   <li class="toc-h3 nav-item toc-entry">
-    <a class="reference internal nav-link" href="#using-jupyterlab">
-     Using JupyterLab
-    </a>
-   </li>
-   <li class="toc-h3 nav-item toc-entry">
-    <a class="reference internal nav-link" href="#shutting-down-your-server">
-     Shutting Down Your Server
-    </a>
-   </li>
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-                <h1>Getting Started</h1>
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-                        
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-                            <h2> Contents </h2>
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- <li class="toc-h2 nav-item toc-entry">
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-   How can I get access to the Hub
-  </a>
- </li>
- <li class="toc-h2 nav-item toc-entry">
-  <a class="reference internal nav-link" href="#hub-usage">
-   Hub Usage
-  </a>
-  <ul class="nav section-nav flex-column">
-   <li class="toc-h3 nav-item toc-entry">
-    <a class="reference internal nav-link" href="#logging-in">
-     Logging In
-    </a>
-    <ul class="nav section-nav flex-column">
-     <li class="toc-h4 nav-item toc-entry">
-      <a class="reference internal nav-link" href="#gpus">
-       GPUs
-      </a>
-     </li>
-    </ul>
-   </li>
-   <li class="toc-h3 nav-item toc-entry">
-    <a class="reference internal nav-link" href="#using-jupyterlab">
-     Using JupyterLab
-    </a>
-   </li>
-   <li class="toc-h3 nav-item toc-entry">
-    <a class="reference internal nav-link" href="#shutting-down-your-server">
-     Shutting Down Your Server
-    </a>
-   </li>
-  </ul>
- </li>
-</ul>
-
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-                    </div>
-                </div>
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-                
-  <div class="tex2jax_ignore mathjax_ignore section" id="getting-started">
-<span id="tutorial-getting-started"></span><h1>Getting Started<a class="headerlink" href="#getting-started" title="Permalink to this headline">¶</a></h1>
-<p>To get started using the hub, check out this video by <a class="reference external" href="https://github.com/jmunroe">James Munroe</a> from <a class="reference external" href="https://2i2c.org">2i2c</a> explaining the architecture.</p>
-<iframe width="560" height="315" src="https://www.youtube.com/embed/RKXWxtNqWKw" title="YouTube video player" frameborder="0" allow="accelerometer; autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture" allowfullscreen></iframe>
-<div class="section" id="how-can-i-get-access-to-the-hub">
-<span id="hub-access"></span><h2>How can I get access to the Hub<a class="headerlink" href="#how-can-i-get-access-to-the-hub" title="Permalink to this headline">¶</a></h2>
-<p>Only LEAP members will be able to access the hub. Please <a class="reference internal" href="../reference/membership.html#users-membership-apply"><span class="std std-ref">become a member</span></a> and make sure you accept the <a class="reference internal" href="../guides/faq.html#faq-where-is-my-invite"><span class="std std-ref">invitation on github</span></a> before proceeding</p>
-</div>
-<div class="section" id="hub-usage">
-<h2>Hub Usage<a class="headerlink" href="#hub-usage" title="Permalink to this headline">¶</a></h2>
-<p>This is a rough and ready guide to using the Hub.
-This documentation will be expanded as we learn and evolve.
-Feel free to <a class="reference external" href="https://github.com/leap-stc/leap-stc.github.io/blob/main/book/leap-pangeo/jupyterhub.md">edit it yourself</a> if you have suggetions for improvement!</p>
-<div class="section" id="logging-in">
-<span id="hub-server-login"></span><h3>Logging In<a class="headerlink" href="#logging-in" title="Permalink to this headline">¶</a></h3>
-<ol class="simple">
-<li><p>👀 Navigate to <a class="reference external" href="https://leap.2i2c.cloud/">https://leap.2i2c.cloud/</a> and click the big orange button that says “Log in to continue”</p></li>
-<li><p>🔐 You will be prompted to authorize a GitHub application. Say “yes” to everything.
-Note you must belong to the appropriate GitHub team in order to access the hub.
-See <a class="reference internal" href="../reference/membership.html#reference-membership-team-resources"><span class="std std-ref">Github Teams and Resources</span></a> for more information.</p></li>
-<li><p>📠 You will redirect to a screen with the following options.</p></li>
-</ol>
-<a class="reference internal image-reference" href="https://github.com/leap-stc/leap-stc.github.io/assets/14314623/088946a1-896f-4ff8-af91-8107c9f14cfd"><img alt="image" src="https://github.com/leap-stc/leap-stc.github.io/assets/14314623/088946a1-896f-4ff8-af91-8107c9f14cfd" style="width: 410px;" /></a>
-<blockquote>
-<div><p>Note: Depending on your <a class="reference internal" href="../reference/membership.html#reference-membership-tiers"><span class="std std-ref">membership</span></a> you might see additional options (e.g. for GPU machines)</p>
-</div></blockquote>
-<p>You have to make 3 choices here:</p>
-<ul class="simple">
-<li><p>The machine type (Choose between “CPU only” or “GPU” if available)
-<strong>⚠️The GPU images should be used only when needed to accelerate model training.</strong></p></li>
-<li><p>The software environment (“Image”). Find more info in the <a class="reference internal" href="../reference/infrastructure.html#reference-infrastructure-hub-software-env"><span class="std std-ref">Software Environment Section</span></a>.</p></li>
-<li><p>The node share. These are shared resources, and you should try to use the smallest image you need. You can easily start up a new server with a larger share if you find your work to be limited by CPU/RAM</p></li>
-</ul>
-<ol class="simple">
-<li><p>🕥 Wait for your server to start up. It can take up to few minutes.</p></li>
-</ol>
-<div class="section" id="gpus">
-<h4>GPUs<a class="headerlink" href="#gpus" title="Permalink to this headline">¶</a></h4>
-<p>Certain members (see <a class="reference internal" href="../reference/membership.html#reference-membership-team-resources"><span class="std std-ref">Github Teams and Resources</span></a>) have access to server instance with GPU. Currently the GPUs are <a class="reference external" href="https://www.nvidia.com/en-us/data-center/tesla-t4/">Nvidia T4</a> models. To check what GPU is available on your server you can use <a class="reference external" href="https://developer.nvidia.com/nvidia-system-management-interface"><code class="docutils literal notranslate"><span class="pre">nvidia-smi</span></code></a> in the terminal window. You should get output similar to this:</p>
-<div class="highlight-shell notranslate"><div class="highlight"><pre><span></span><span class="w">   </span>nvidia-smi
-<span class="w">   </span>
-<span class="w">   </span>+-----------------------------------------------------------------------------+
-<span class="w">   </span><span class="p">|</span><span class="w"> </span>NVIDIA-SMI<span class="w"> </span><span class="m">510</span>.47.03<span class="w">    </span>Driver<span class="w"> </span>Version:<span class="w"> </span><span class="m">510</span>.47.03<span class="w">    </span>CUDA<span class="w"> </span>Version:<span class="w"> </span><span class="m">11</span>.6<span class="w">     </span><span class="p">|</span>
-<span class="w">   </span><span class="p">|</span>-------------------------------+----------------------+----------------------+
-<span class="w">   </span><span class="p">|</span><span class="w"> </span>GPU<span class="w">  </span>Name<span class="w">        </span>Persistence-M<span class="p">|</span><span class="w"> </span>Bus-Id<span class="w">        </span>Disp.A<span class="w"> </span><span class="p">|</span><span class="w"> </span>Volatile<span class="w"> </span>Uncorr.<span class="w"> </span>ECC<span class="w"> </span><span class="p">|</span>
-<span class="w">   </span><span class="p">|</span><span class="w"> </span>Fan<span class="w">  </span>Temp<span class="w">  </span>Perf<span class="w">  </span>Pwr:Usage/Cap<span class="p">|</span><span class="w">         </span>Memory-Usage<span class="w"> </span><span class="p">|</span><span class="w"> </span>GPU-Util<span class="w">  </span>Compute<span class="w"> </span>M.<span class="w"> </span><span class="p">|</span>
-<span class="w">   </span><span class="p">|</span><span class="w">                               </span><span class="p">|</span><span class="w">                      </span><span class="p">|</span><span class="w">               </span>MIG<span class="w"> </span>M.<span class="w"> </span><span class="p">|</span>
-<span class="w">   </span><span class="p">|</span><span class="o">===============================</span>+<span class="o">======================</span>+<span class="o">======================</span><span class="p">|</span>
-<span class="w">   </span><span class="p">|</span><span class="w">   </span><span class="m">0</span><span class="w">  </span>Tesla<span class="w"> </span>T4<span class="w">            </span>Off<span class="w">  </span><span class="p">|</span><span class="w"> </span><span class="m">00000000</span>:00:04.0<span class="w"> </span>Off<span class="w"> </span><span class="p">|</span><span class="w">                    </span><span class="m">0</span><span class="w"> </span><span class="p">|</span>
-<span class="w">   </span><span class="p">|</span><span class="w"> </span>N/A<span class="w">   </span>41C<span class="w">    </span>P8<span class="w">    </span>11W<span class="w"> </span>/<span class="w">  </span>70W<span class="w"> </span><span class="p">|</span><span class="w">      </span>0MiB<span class="w"> </span>/<span class="w"> </span>15360MiB<span class="w"> </span><span class="p">|</span><span class="w">      </span><span class="m">0</span>%<span class="w">      </span>Default<span class="w"> </span><span class="p">|</span>
-<span class="w">   </span><span class="p">|</span><span class="w">                               </span><span class="p">|</span><span class="w">                      </span><span class="p">|</span><span class="w">                  </span>N/A<span class="w"> </span><span class="p">|</span>
-<span class="w">   </span>+-------------------------------+----------------------+----------------------+
-</pre></div>
-</div>
-</div>
-</div>
-<div class="section" id="using-jupyterlab">
-<h3>Using JupyterLab<a class="headerlink" href="#using-jupyterlab" title="Permalink to this headline">¶</a></h3>
-<p>After your server fires up, you will be dropped into a JupyterLab environment.</p>
-<p>If you are new to JupyterLab, you might want to peruse the <a class="reference external" href="https://jupyterlab.readthedocs.io/en/stable/user/interface.html">user guide</a>.</p>
-</div>
-<div class="section" id="shutting-down-your-server">
-<h3>Shutting Down Your Server<a class="headerlink" href="#shutting-down-your-server" title="Permalink to this headline">¶</a></h3>
-<p>Your server will shut down automatically after a period of inactivity.
-However, if you know you are done working, it’s best to shut it down directly.
-To shut it down, go to <a class="reference external" href="https://leap.2i2c.cloud/hub/home">https://leap.2i2c.cloud/hub/home</a> and click the big red button that says “Stop My Server”</p>
-<a class="reference internal image-reference" href="https://user-images.githubusercontent.com/1197350/167768526-7742a260-d353-4bdb-b9d0-36e9cc17aba1.png"><img alt="image" src="https://user-images.githubusercontent.com/1197350/167768526-7742a260-d353-4bdb-b9d0-36e9cc17aba1.png" style="width: 800px;" /></a>
-<p>You can also navigate to this page from JupyterLab by clicking the <code class="docutils literal notranslate"><span class="pre">File</span></code> menu and going to <code class="docutils literal notranslate"><span class="pre">Hub</span> <span class="pre">Control</span> <span class="pre">Panel</span></code>.</p>
-</div>
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