Author: fanerror
Skip an error in a loop && debug in R
When writing R code, it is important to know how to debug.
-
- In for loop, once bug occurred, to to skip the error and continue loop:
count <- 0
repeat {
if (count == 100) break
count <- count + 1
x <- matrix(sample(0:2, 4, replace = T), 2, 2)
x.inv <- try(solve(x), silent=TRUE)
if ('try-error' %in% class(x.inv)) next
else inverses[[count]] <- x.inv
}
2. To test an R function, simply use debug()
when run debug()
command
- n(next): to run the next command line,and pause after next line, which gives us a way to run code line by line.
- c(continue): to run several lines. If present in a loop, this command will run the entire loop; while in stays in a function but loop, then R will run over the function.
- where: output present location, show the array of functions till present code line.
- Q: exit browser.
3. Set break point setBreakpoint()
require(utils)
setBreakpoint(filename,linenumber)
This will set break point at line number linenumber in filename. Notice this should set in a function. This command can be used while debug()
which runs the code till break point.
cancel break point : untrace(fun)
Mac OSX 添加环境变量的三种方法
Mac添加环境变量的三种方法,之前有一篇关于mac $path加载环境变量的3种配置文件
(一)
sudo nano /etc/paths
来编辑 paths,将环境变量添加到 paths 中。
nano 是一个编辑器,另外还有几个,如:Pico,Emacs。
(二)
1.创建一个文件:
sudo touch /etc/paths.d/mysql
2.sudo nano /etc/paths.d/mysql
3.编辑该文件,键入路径并保存(关闭该 Terminal 窗口并重新打开一个,就能使用 mysql 命令了)
/usr/local/mysql/bin
据说,这样可以自己生成新的文件,不用把变量全都放到 paths 一个文件里,方便管理。
(三)
1.nano 打开 ~/.bash_profile 文件
2.新增环境变量
export PATH=”$HOME/.rbenv/bin:$PATH”
3.让以上所做的配置生效
source ~/.bash_profile
4.查看是否生效
echo $PATH
需要注意的一点(冒号乃环境变量的分隔符):
$HOME/.rbenv/bin:$PATH 中的 $PATH 特指 /usr/bin:/bin:/usr/sbin:/sbin:/usr/local/bin
如果要添加多个环境变量的话,需按照如下的方式来书写:
export PATH=”$PATH:/Applications/MacVim-snapshot-68″
export PATH=”$HOME/.rbenv/bin:$PATH”
eval “$(rbenv init -)”
export PATH=”$HOME/.rbenv/bin:$PATH”
eval “$(rbenv init -)”
环境变量加载是有顺序的,
依次从/etc/paths文件,
/etc/paths.d目录,
PATH环境变量中去搜集路径信息。
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可自由转载、引用,但需署名作者且注明文章出处。
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引用自:http://yijiebuyi.com/blog/41ee3bab0c5bf1d43c7a8ccc7f0fe44e.html
Load Packages Automatically in RStudio
Recently I was doing R package development, I used 3 packages. But the problem is that I have to run library()
command every time I load the project, which annoyed me a lot. Then I found out that I can set the default packages loaded when R start up.
1. First Let’s check what default packages are:
> (.packages())
(Note that the parenthesis can not be omitted.)
2. Files in three folders are important in this process:
i>. R_HOME
, the directory in which R is installed. The etc sub-directory can contain start-up files read early on in the start-up process. Find out where your R_HOME
is with the R.home()
command.
ii>. HOME, the user’s home directory. Typically this is /home/username on Unix machines or C:\Users\username on Windows
(since Windows 7). Ask R where your home directory with, path.expand("~")
(note the use of the Unix-like tilde to represent the home directory).
iii>. R’s current working directory. This is reported by getwd()
.
3. Then we need to locate the .Rprofile
file, which is the R project default start up file.
file.path(Sys.getenv("HOME"), ".Rprofile")
can help us locate the file directory.
For more information please refer to r-startup.
4. Rewrite this startup file.
> file.edit("~/.Rprofile")
# This opens up a script, within which you can enter in your library commands
library(ggplot2)
library(Rcpp)
library(plyr)
library(reshape2)
Finally you can run library()
again to check whether these packages are loaded.
Thank you for your reading, This site is actively updated. Keep an eye on it if interested.
macOS command line
a afconvert Audio File Convert afinfo Audio File Info afplay Audio File Play airport Manage Apple AirPort alias Create an alias • alloc List used and free memory apropos Search the whatis database for strings asr Apple Software Restore atsutil Font registration system utility awk Find and Replace text within file(s) b basename Convert a full pathname to just a filename bash Bourne-Again SHell bg Send to background • bind Set or display readline key and function bindings • bless Set volume bootability and startup disk options break Exit from a For, While, Until or Select loop • builtin Execute a shell builtin . bzip2 Compress or decompress files c caffeinate Prevent the system from sleeping cal Display a calendar calendar Reminder Service caller Return the context of a subroutine call • cancel Cancel print jobs case Conditionally perform a command • cat Concatenate and print (display) the content of files cd Change Directory • chflags Change a file or folder's flags chgrp Change group ownership chmod Change access permissions chown Change file owner and group chroot Run a command with a different root directory cksum Print CRC checksum and byte counts clear Clear terminal screen cmp Compare two files comm Compare two sorted files line by line command Run a command (not a function) • complete Edit a command completion [word/pattern/list] • continue Resume the next iteration of a loop • cp Copy one or more files to another location cron Daemon to execute scheduled commands crontab Schedule a command to run at a later date/time csplit Split a file into context-determined pieces csrutil Configure System Integrity Protection (SIP) curl Transfer data from or to a server cut Divide a file into several parts d date Display or change the date & time dc Desk Calculator dd Convert and copy a file, clone disks declare Declare variable & set attributes • defaults Set preferences, show hidden files df Display free disk space diff Display the differences between two files diff3 Show differences among three files dig DNS lookup dirname Convert a full pathname to just a path dirs Display list of remembered directories • diskutil Disk utilities - Format, Verify, Repair disown Unbind a job from the current login session • ditto Copy files and folders dot_clean Remove dot-underscore files drutil Interact with CD/DVD burners dscacheutil Query or flush the Directory Service/DNS cache dseditgroup Edit, create, manipulate, or delete groups dsenableroot Enable root access dsmemberutil View user and groups rights dscl Directory Service command line utility du Estimate file space usage e echo Display text on screen • ed A line-oriented text editor (edlin) enable Enable and disable builtin shell commands • env List or Set environment variables eval Evaluate several commands/arguments • exec Execute a command • exit Exit the shell • execsnoop Snoop new process execution expand Convert tabs to spaces expect Programmed dialogue with interactive programs Also see AppleScript export Set an environment variable • expr Evaluate expressions f false Do nothing, unsuccessfully fc Fix command (history) fdisk Partition table manipulator for Darwin UFS/HFS/DOS fdesetup FileVault configuration, list FileVault users fg Send job to foreground • file Determine file type find Search for files that meet a desired criteria fmt Reformat paragraph text fold Wrap text to fit a specified width for Loop command • fsck Filesystem consistency check and repair fsaclctl Filesystem enable/disable ACL support fs_usage Filesystem usage (process/pathname) ftp Internet file transfer program function Define Function Macros fuser List processes that have one or more files open g GetFileInfo Get attributes of HFS+ files getopt Parse positional parameters getopts Parse positional parameters • goto Jump to label and continue execution grep Search file(s) for lines that match a given pattern groups Print group names a user is in gzip Compress or decompress files h halt Stop and restart the operating system hash Refresh the cached/remembered location of commands • head Display the first lines of a file hdiutil Manipulate iso disk images history Command History • hostname Print or set system name i iconv Convert the character set of a file id Print user and group names/id's if Conditionally perform a command • ifconfig Configure network interface parameters iostat Report CPU and i/o statistics ipconfig View and control IP configuration state info Help info install Copy files and set attributes iosnoop Snoop I/O events as they occur j jobs List active jobs • join Join lines on a common field k kextfind List kernel extensions kextstat Display status of loaded kernel extensions (kexts) kextunload Terminate driver instances and unload kernel extensions. kickstart Configure Apple Remote Desktop kill Kill a process by specifying its PID killall Kill processes by name l l List files in long format (ls -l) last Indicate last logins of users and ttys launchctl Load or unload daemons/agents ll List files in long format, showing invisible files (ls -la) less Display output one screen at a time let Evaluate expression • lipo Convert a universal binary ln Make links between files (hard links, symbolic links) local Set a local (function) variable • locate Find files logname Print current login name login log into the computer logout Exit a login shell (bye) • look Display lines beginning with a given string lp Print files lpr Print files lprm Remove jobs from the print queue lpstat Printer status information ls List information about file(s) lsregister Reset the Launch Services database lsbom List a bill of materials file lsof List open files m man Help manual mdfind Spotlight search mdutil Manage Spotlight metadata store mkdir Create new folder(s) mkfifo Make FIFOs (named pipes) more Display output one screen at a time mount Mount a file system mv Move or rename files or directories n nano Simple text editor nc/netcat Read and write data across networks net Manage network resources netstat Show network status networksetup Network and System Preferences nice Set the priority of a command nohup Run a command immune to hangups ntfs.util NTFS file system utility o onintr Control the action of a shell interrupt open Open a file/folder/URL/Application opensnoop Snoop file opens as they occur osacompile Compile Applescript osascript Execute AppleScript p passwd Modify a user password paste Merge lines of files pbcopy Copy data to the clipboard pbpaste Paste data from the Clipboard pgrep List processes by a full or partial name ping Test a network connection pkill Kill processes by a full or partial name pkgbuild Build a macOS Installer component package pkgutil Query and manipulate installed packages plutil Property list utility pmset Power Management settings popd Restore the previous value of the current directory • pr Convert text files for printing printenv List environment variables printf Format and print data • ps Process status pushd Save and then change the current directory pwd Print Working Directory • q quota Display disk usage and limits r rcp Copy files between machines read Read one line from standard input • readonly Mark a variable or function as read-only • reboot Stop and restart the system ReportCrash Enable/Disable crash reporting return Exit a function • rev Reverse lines of a file rm Remove files rmdir Remove folder(s) rpm Remote Package Manager rsync Remote file copy - Sync file tree s say Convert text to audible speech screen Multiplex terminal, run remote shells via ssh screencapture Capture screen image to file or disk scselect Switch between network locations scutil Manage system configuration parameters sdiff Merge two files interactively security Administer Keychains, keys, certificates and the Security framework sed Stream Editor select Generate a list of items • serverinfo Server information set Set a shell variable = value • setfile Set attributes of HFS+ files sharing Create share points for afp, ftp and smb services shasum Print or Check SHA Checksums shift Shift positional parameters • shopt Set shell options • shutdown Shutdown or restart macOS sips Scriptable image processing system sleep Delay for a specified time softwareupdate System software update tool sort Sort text files source Execute commands from a file • spctl Security assessment policy/Gatekeeper split Split a file into fixed-size pieces srm Securely remove files or directories stat Display the status of a file stop Stop a job or process su Substitute user identity sudo Execute a command as another user sum Print a checksum for a file suspend Suspend execution of this shell • sw_vers Print macOS operating system version system_profiler Report system configuration systemsetup Computer and display system settings t tail Output the last part of files tar Tape ARchiver tccutil Manage the privacy database tcpdump Dump traffic on a network tee Redirect output to multiple files test Condition evaluation • textutil Manipulate text files in various formats (Doc,html,rtf) time Measure Program Resource Use times Print shell & shell process times • tmutil Time Machine utility top Display process information touch Change file timestamps tput Set terminal-dependent capabilities, color, position tr Translate, squeeze, and/or delete characters trap Execute a command when the shell receives a signal • traceroute Trace Route to Host true Do nothing, successfully tty Print filename of terminal on stdin type Describe a command • u ufs.util Mount/unmount UFS file system ulimit limit the use of system-wide resources • umask Users file creation mask umount Unmount a device unalias Remove an alias • uname Print system information unexpand Convert spaces to tabs uniq Uniquify files units Convert units from one scale to another unset Remove variable or function names • until Loop command • uptime Show how long system has been running users Print login names of users currently logged in uuencode Encode a binary file uudecode Decode a file created by uuencode uuidgen Generate a Unique ID (UUID/GUID) uucp Unix to Unix copy v vi Text Editor w wait Wait for a process to complete • wall Write a message to users wc Print byte, word, and line counts whatis Search the whatis database for complete words whereis Locate a program which Locate a program file in the user's path while Loop command • who Print all usernames currently logged on whoami Print the current user id and name (`id -un') write Send a message to another user x xargs Execute utility - passing arguments xattr Display and manipulate extended attributes xcode-select --install Install the command line developer tools youtube-dl Download video yes Print a string until interrupted zip Package and compress (archive) files. !! Run the last command again
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