Shell-Werkzeuge und Skripting

In this lecture, we will present some of the basics of using bash as a scripting language along with a number of shell tools that cover several of the most common tasks that you will be constantly performing in the command line.

Shell Skripting

So far we have seen how to execute commands in the shell and pipe them together. However, in many scenarios you will want to perform a series of commands and make use of control flow expressions like conditionals or loops.

Shell scripts are the next step in complexity. Most shells have their own scripting language with variables, control flow and its own syntax. What makes shell scripting different from other scripting programming languages is that it is optimized for performing shell-related tasks. Thus, creating command pipelines, saving results into files, and reading from standard input are primitives in shell scripting, which makes it easier to use than general purpose scripting languages. For this section we will focus on bash scripting since it is the most common.

To assign variables in bash, use the syntax foo=bar and access the value of the variable with $foo. Note that foo = bar will not work since it is interpreted as calling the foo program with arguments = and bar. In general, in shell scripts the space character will perform argument splitting. This behavior can be confusing to use at first, so always check for that.

Strings in bash can be defined with ' and " delimiters, but they are not equivalent. Strings delimited with ' are literal strings and will not substitute variable values whereas " delimited strings will.

echo "$foo"
# prints bar
echo '$foo'
# prints $foo

As with most programming languages, bash supports control flow techniques including if, case, while and for. Similarly, bash has functions that take arguments and can operate with them. Here is an example of a function that creates a directory and cds into it.

mcd () {
    mkdir -p "$1"
    cd "$1"

Here $1 is the first argument to the script/function. Unlike other scripting languages, bash uses a variety of special variables to refer to arguments, error codes, and other relevant variables. Below is a list of some of them. A more comprehensive list can be found here.

Commands will often return output using STDOUT, errors through STDERR, and a Return Code to report errors in a more script-friendly manner. The return code or exit status is the way scripts/commands have to communicate how execution went. A value of 0 usually means everything went OK; anything different from 0 means an error occurred.

Exit codes can be used to conditionally execute commands using && (and operator) and || (or operator), both of which are short-circuiting operators. Commands can also be separated within the same line using a semicolon ;. The true program will always have a 0 return code and the false command will always have a 1 return code. Let’s see some examples

false || echo "Oops, fail"
# Oops, fail

true || echo "Will not be printed"

true && echo "Things went well"
# Things went well

false && echo "Will not be printed"

true ; echo "This will always run"
# This will always run

false ; echo "This will always run"
# This will always run

Another common pattern is wanting to get the output of a command as a variable. This can be done with command substitution. Whenever you place $( CMD ) it will execute CMD, get the output of the command and substitute it in place. For example, if you do for file in $(ls), the shell will first call ls and then iterate over those values. A lesser known similar feature is process substitution, <( CMD ) will execute CMD and place the output in a temporary file and substitute the <() with that file’s name. This is useful when commands expect values to be passed by file instead of by STDIN. For example, diff <(ls foo) <(ls bar) will show differences between files in dirs foo and bar.

Since that was a huge information dump, let’s see an example that showcases some of these features. It will iterate through the arguments we provide, grep for the string foobar, and append it to the file as a comment if it’s not found.


echo "Starting program at $(date)" # Date will be substituted

echo "Running program $0 with $# arguments with pid $$"

for file in "$@"; do
    grep foobar "$file" > /dev/null 2> /dev/null
    # When pattern is not found, grep has exit status 1
    # We redirect STDOUT and STDERR to a null register since we do not care about them
    if [[ $? -ne 0 ]]; then
        echo "File $file does not have any foobar, adding one"
        echo "# foobar" >> "$file"

In the comparison we tested whether $? was not equal to 0. Bash implements many comparisons of this sort - you can find a detailed list in the manpage for test. When performing comparisons in bash, try to use double brackets [[ ]] in favor of simple brackets [ ]. Chances of making mistakes are lower although it won’t be portable to sh. A more detailed explanation can be found here.

When launching scripts, you will often want to provide arguments that are similar. Bash has ways of making this easier, expanding expressions by carrying out filename expansion. These techniques are often referred to as shell globbing.

convert image.{png,jpg}
# Will expand to
convert image.png image.jpg

cp /path/to/project/{foo,bar,baz}.sh /newpath
# Will expand to
cp /path/to/project/ /path/to/project/ /path/to/project/ /newpath

# Globbing techniques can also be combined
mv *{.py,.sh} folder
# Will move all *.py and *.sh files

mkdir foo bar
# This creates files foo/a, foo/b, ... foo/h, bar/a, bar/b, ... bar/h
touch {foo,bar}/{a..h}
touch foo/x bar/y
# Show differences between files in foo and bar
diff <(ls foo) <(ls bar)
# Outputs
# < x
# ---
# > y

Writing bash scripts can be tricky and unintuitive. There are tools like shellcheck that will help you find errors in your sh/bash scripts.

Note that scripts need not necessarily be written in bash to be called from the terminal. For instance, here’s a simple Python script that outputs its arguments in reversed order:

import sys
for arg in reversed(sys.argv[1:]):

The kernel knows to execute this script with a python interpreter instead of a shell command because we included a shebang line at the top of the script. It is good practice to write shebang lines using the env command that will resolve to wherever the command lives in the system, increasing the portability of your scripts. To resolve the location, env will make use of the PATH environment variable we introduced in the first lecture. For this example the shebang line would look like #!/usr/bin/env python.

Some differences between shell functions and scripts that you should keep in mind are:

Shell Tools

Finding how to use commands

At this point, you might be wondering how to find the flags for the commands in the aliasing section such as ls -l, mv -i and mkdir -p. More generally, given a command, how do you go about finding out what it does and its different options? You could always start googling, but since UNIX predates StackOverflow, there are built-in ways of getting this information.

As we saw in the shell lecture, the first-order approach is to call said command with the -h or --help flags. A more detailed approach is to use the man command. Short for manual, man provides a manual page (called manpage) for a command you specify. For example, man rm will output the behavior of the rm command along with the flags that it takes, including the -i flag we showed earlier. In fact, what I have been linking so far for every command is the online version of the Linux manpages for the commands. Even non-native commands that you install will have manpage entries if the developer wrote them and included them as part of the installation process. For interactive tools such as the ones based on ncurses, help for the commands can often be accessed within the program using the :help command or typing ?.

Sometimes manpages can provide overly detailed descriptions of the commands, making it hard to decipher what flags/syntax to use for common use cases. TLDR pages are a nifty complementary solution that focuses on giving example use cases of a command so you can quickly figure out which options to use. For instance, I find myself referring back to the tldr pages for tar and ffmpeg way more often than the manpages.

Finding files

One of the most common repetitive tasks that every programmer faces is finding files or directories. All UNIX-like systems come packaged with find, a great shell tool to find files. find will recursively search for files matching some criteria. Some examples:

# Find all directories named src
find . -name src -type d
# Find all python files that have a folder named test in their path
find . -path '*/test/*.py' -type f
# Find all files modified in the last day
find . -mtime -1
# Find all zip files with size in range 500k to 10M
find . -size +500k -size -10M -name '*.tar.gz'

Beyond listing files, find can also perform actions over files that match your query. This property can be incredibly helpful to simplify what could be fairly monotonous tasks.

# Delete all files with .tmp extension
find . -name '*.tmp' -exec rm {} \;
# Find all PNG files and convert them to JPG
find . -name '*.png' -exec convert {} {}.jpg \;

Despite find’s ubiquitousness, its syntax can sometimes be tricky to remember. For instance, to simply find files that match some pattern PATTERN you have to execute find -name '*PATTERN*' (or -iname if you want the pattern matching to be case insensitive). You could start building aliases for those scenarios, but part of the shell philosophy is that it is good to explore alternatives. Remember, one of the best properties of the shell is that you are just calling programs, so you can find (or even write yourself) replacements for some. For instance, fd is a simple, fast, and user-friendly alternative to find. It offers some nice defaults like colorized output, default regex matching, and Unicode support. It also has, in my opinion, a more intuitive syntax. For example, the syntax to find a pattern PATTERN is fd PATTERN.

Most would agree that find and fd are good, but some of you might be wondering about the efficiency of looking for files every time versus compiling some sort of index or database for quickly searching. That is what locate is for. locate uses a database that is updated using updatedb. In most systems, updatedb is updated daily via cron. Therefore one trade-off between the two is speed vs freshness. Moreover find and similar tools can also find files using attributes such as file size, modification time, or file permissions, while locate just uses the file name. A more in-depth comparison can be found here.

Finding code

Finding files by name is useful, but quite often you want to search based on file content. A common scenario is wanting to search for all files that contain some pattern, along with where in those files said pattern occurs. To achieve this, most UNIX-like systems provide grep, a generic tool for matching patterns from the input text. grep is an incredibly valuable shell tool that we will cover in greater detail during the data wrangling lecture.

For now, know that grep has many flags that make it a very versatile tool. Some I frequently use are -C for getting Context around the matching line and -v for inverting the match, i.e. print all lines that do not match the pattern. For example, grep -C 5 will print 5 lines before and after the match. When it comes to quickly searching through many files, you want to use -R since it will Recursively go into directories and look for files for the matching string.

But grep -R can be improved in many ways, such as ignoring .git folders, using multi CPU support, &c. Many grep alternatives have been developed, including ack, ag and rg. All of them are fantastic and pretty much provide the same functionality. For now I am sticking with ripgrep (rg), given how fast and intuitive it is. Some examples:

# Find all python files where I used the requests library
rg -t py 'import requests'
# Find all files (including hidden files) without a shebang line
rg -u --files-without-match "^#\!"
# Find all matches of foo and print the following 5 lines
rg foo -A 5
# Print statistics of matches (# of matched lines and files )
rg --stats PATTERN

Note that as with find/fd, it is important that you know that these problems can be quickly solved using one of these tools, while the specific tools you use are not as important.

Finding shell commands

So far we have seen how to find files and code, but as you start spending more time in the shell, you may want to find specific commands you typed at some point. The first thing to know is that typing the up arrow will give you back your last command, and if you keep pressing it you will slowly go through your shell history.

The history command will let you access your shell history programmatically. It will print your shell history to the standard output. If we want to search there we can pipe that output to grep and search for patterns. history | grep find will print commands that contain the substring “find”.

In most shells, you can make use of Ctrl+R to perform backwards search through your history. After pressing Ctrl+R, you can type a substring you want to match for commands in your history. As you keep pressing it, you will cycle through the matches in your history. This can also be enabled with the UP/DOWN arrows in zsh. A nice addition on top of Ctrl+R comes with using fzf bindings. fzf is a general-purpose fuzzy finder that can be used with many commands. Here it is used to fuzzily match through your history and present results in a convenient and visually pleasing manner.

Another cool history-related trick I really enjoy is history-based autosuggestions. First introduced by the fish shell, this feature dynamically autocompletes your current shell command with the most recent command that you typed that shares a common prefix with it. It can be enabled in zsh and it is a great quality of life trick for your shell.

You can modify your shell’s history behavior, like preventing commands with a leading space from being included. This comes in handy when you are typing commands with passwords or other bits of sensitive information. To do this, add HISTCONTROL=ignorespace to your .bashrc or setopt HIST_IGNORE_SPACE to your .zshrc. If you make the mistake of not adding the leading space, you can always manually remove the entry by editing your .bash_history or .zsh_history.

Directory Navigation

So far, we have assumed that you are already where you need to be to perform these actions. But how do you go about quickly navigating directories? There are many simple ways that you could do this, such as writing shell aliases or creating symlinks with ln -s, but the truth is that developers have figured out quite clever and sophisticated solutions by now.

As with the theme of this course, you often want to optimize for the common case. Finding frequent and/or recent files and directories can be done through tools like fasd and autojump. Fasd ranks files and directories by frecency, that is, by both frequency and recency. By default, fasd adds a z command that you can use to quickly cd using a substring of a frecent directory. For example, if you often go to /home/user/files/cool_project you can simply use z cool to jump there. Using autojump, this same change of directory could be accomplished using j cool.

More complex tools exist to quickly get an overview of a directory structure: tree, broot or even full fledged file managers like nnn or ranger.


  1. Read man ls and write an ls command that lists files in the following manner

    • Includes all files, including hidden files
    • Sizes are listed in human readable format (e.g. 454M instead of 454279954)
    • Files are ordered by recency
    • Output is colorized

    A sample output would look like this

     -rw-r--r--   1 user group 1.1M Jan 14 09:53 baz
     drwxr-xr-x   5 user group  160 Jan 14 09:53 .
     -rw-r--r--   1 user group  514 Jan 14 06:42 bar
     -rw-r--r--   1 user group 106M Jan 13 12:12 foo
     drwx------+ 47 user group 1.5K Jan 12 18:08 ..
  2. Write bash functions marco and polo that do the following. Whenever you execute marco the current working directory should be saved in some manner, then when you execute polo, no matter what directory you are in, polo should cd you back to the directory where you executed marco. For ease of debugging you can write the code in a file and (re)load the definitions to your shell by executing source

  3. Say you have a command that fails rarely. In order to debug it you need to capture its output but it can be time consuming to get a failure run. Write a bash script that runs the following script until it fails and captures its standard output and error streams to files and prints everything at the end. Bonus points if you can also report how many runs it took for the script to fail.

     #!/usr/bin/env bash
     n=$(( RANDOM % 100 ))
     if [[ n -eq 42 ]]; then
        echo "Something went wrong"
        >&2 echo "The error was using magic numbers"
        exit 1
     echo "Everything went according to plan"
  4. As we covered in the lecture find’s -exec can be very powerful for performing operations over the files we are searching for. However, what if we want to do something with all the files, like creating a zip file? As you have seen so far commands will take input from both arguments and STDIN. When piping commands, we are connecting STDOUT to STDIN, but some commands like tar take inputs from arguments. To bridge this disconnect there’s the xargs command which will execute a command using STDIN as arguments. For example ls | xargs rm will delete the files in the current directory.

    Your task is to write a command that recursively finds all HTML files in the folder and makes a zip with them. Note that your command should work even if the files have spaces (hint: check -d flag for xargs).

    If you’re on macOS, note that the default BSD find is different from the one included in GNU coreutils. You can use -print0 on find and the -0 flag on xargs. As a macOS user, you should be aware that command-line utilities shipped with macOS may differ from the GNU counterparts; you can install the GNU versions if you like by using brew.

  5. (Advanced) Write a command or script to recursively find the most recently modified file in a directory. More generally, can you list all files by recency?

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