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dipsaus (version 0.2.5)

A Dipping Sauce for Data Analysis and Visualizations

Description

Works as an "add-on" to packages like 'shiny', 'future', as well as 'rlang', and provides utility functions. Just like dipping sauce adding flavors to potato chips or pita bread, 'dipsaus' for data analysis and visualizations adds handy functions and enhancements to popular packages. The goal is to provide simple solutions that are frequently asked for online, such as how to synchronize 'shiny' inputs without freezing the app, or how to get memory size on 'Linux' or 'MacOS' system. The enhancements roughly fall into these four categories: 1. 'shiny' input widgets; 2. high-performance computing using the 'future' package; 3. modify R calls and convert among numbers, strings, and other objects. 4. utility functions to get system information such like CPU chip-set, memory limit, etc.

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Install

install.packages('dipsaus')

Monthly Downloads

791

Version

0.2.5

License

GPL-3

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Stars

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Maintainer

Zhengjia Wang

Last Published

October 22nd, 2022

Functions in dipsaus (0.2.5)

PersistContainer

Wrapper to cache key-value pairs and persist across sessions
ask_or_default

Read a Line from the Terminal, but with Default Values
ask_yesno

Ask and Return True or False from the Terminal
dipsaus-rstudio-shortcuts

Register customized R code to 'RStudio' shortcuts
AbstractMap

Abstract Map to store key-value pairs
async_flapply

Wrapper for future.apply::future_lapply
do_aggregate

Make aggregate pipe-friendly
async_works

Run jobs in other R sessions without waiting
get_credential

Generate a random password
%=>%

A JavaScript style of creating functions
AbstractQueue

Defines abstract queue class
%?<-%

Left-hand side checked assignment Provides a way to assign default values to variables. If the statement `lhs` is invalid or NULL, this function will try to assign value, otherwise nothing happens.
get_dots

Get or check elements from dots '...'
capture_expr

Captures Evaluation Output of Expressions as One Single String
cat2

Color Output
do_nothing

A dummy function that literally does nothing
graphic-devices

Create a group of named graphic devices
drop_nulls

Drop NULL values from list or vectors
actionButtonStyled

Action Button but with customized styles
attached_packages

Get attached package names in current session (Internally used)
base64_to_image

Save "Base64" Data to Images
deparse_svec

Convert Integer Vectors To String
iapply

Apply each elements with index as second input
lapply_async2

Apply, but in parallel
rs_save_all

Save all documents in 'RStudio'
sexp_type2

Get Internal Storage Type
rs_focus_console

Focus on 'RStudio' Console
add_to_session

Store/Get key-value pairs in 'shiny' session
as_pipe

Convert functions to pipe-friendly functions
list_to_fastqueue2

Copy elements to fastqueue2
lock

Create or Unlock a Lock
handler_dipsaus_progress

Progress-bar Handler
baseline_array

Calculate Contrasts of Arrays in Different Methods
base64_to_string

Convert "Base64" Data to String
forelse

Python-style "for-else" function
getInputBinding

Obtain registered input bindings
get_cpu

Defunct Functions in Package dipsaus The functions or variables listed here are no longer part of the package.
decorate_function

Python-style decorator
compoundInput2

Compound input that combines and extends shiny inputs
fastquantile

Calculate single quantile for numerical values
fastmap2

A Wrapper for fastmap::fastmap
mean_se

Calculates mean and standard error of mean
mem_limit2

Get max RAM size This is an experimental function that is designed for non-windows systems
flex_div

Generate Shiny element with arrangement automatically
fastqueue2

A Wrapper for fastmap::fastqueue
get_os

Detect the type of operating system
prepare_install

Install Packages at Next Startup
get_ip

Get 'IP' address
html_asis

Escape HTML strings
rs_active_project

Get 'RStudio' active project
print_directory_tree

Print Directory Tree
shared_finalizer

Create Shared Finalization to Avoid Over Garbage Collection
updateActionButtonStyled

Update styled action button
updateCompoundInput2

Update compound inputs
check_installed_packages

Check If Packages Are Installed, Returns Missing Packages
update_fastmap2

Migrate a fastmap2 object to a new one
use_shiny_dipsaus

Set up shiny plugins
rs_avail

Verify 'RStudio' version
session_uuid

Provides Unique Session ID According to Current R Session
ste_mean

Standard error of mean
get_ram

Get Memory Size
make_forked_clusters

Create forked clusters, but more than that
shiny_is_running

Detect whether 'Shiny' is running
set_shiny_input

Set Shiny Input
clear_env

Function to clear all elements within environment
%OF%

Get an element with condition that it must be from a list or vector
map

Create R object map.
package_installed

Check if a package is installed
parse_svec

Parse Text Into Numeric Vectors
collapse

Collapse Sensors And Calculate Summations/Mean
col2hexStr

Convert color to Hex string
html_class

Combine, add, or remove 'HTML' classes
rs_edit_file

Use 'RStudio' to open and edit files
rs_exec

Schedule a Background Job
registerInputBinding

Register customized input to enable support by compound input
restart_session

Restart R Session
rs_select_path

Use 'RStudio' to Select a Path on the Server
eval_dirty

Evaluate expressions
rs_set_repos

Add secondary 'CRAN'-like repository to the 'RStudio' settings
shift_array

Shift Array by Index
time_delta

Calculate time difference and return a number
match_calls

Recursively match calls and modify arguments
shiny_alert2

Simple shiny alert that uses 'JavaScript' promises
sumsquared

Fast Calculation of Sum-squared for Large Matrices/Vectors
mask_function2

Mask a function with given variables
test_farg

Test whether function has certain arguments
sync_shiny_inputs

Synchronize Shiny Inputs
fastcov2

Calculate Covariance Matrix in Parallel
%+-%

Plus-minus operator
list_to_fastmap2

Copy elements to fastmap2
%<-?%

Right-hand side checked assignment Provides a way to avoid assignment to the left-hand side. If the statement `value` is invalid or NULL, this function will not assign values and nothing happens.
lapply_callr

Apply function with rs_exec
no_op

Pipe-friendly no-operation function
progress2

'Shiny' progress bar, but can run without reactive context
new_function2

Create new function that supports 'quasi-quosure' syntax
reexports

Objects exported from other packages
rs_viewer

Get 'RStudio' Viewer, or Return Default
screenshot

Take a screenshot in shiny apps
to_datauri

Convert file to 'base64' format
to_ram_size

Convert bytes to KB, MB, GB,...
async_expr

Apply R expressions in a parallel way
async

Evaluate expression in async_expr