The Right to Choose

Shame on me! For the first time in a decade, I forgot to celebrate Towel Day. The fact that my towel proved so incredibly useful a couple of days earlier makes me feel even guiltier.

Douglas Adams is admired by most of his fans because he was not just tremendously funny, but also a shrewd freethinker who loved to show people how limited and simple-minded their views and beliefs are (anyone remember the Total Perspective Vortex?). But actually, he himself had his eyes opened one day by another person: in an interview with BBC, Douglas Adams disclosed that one of the most influential, eye-opening books he had read was “The Blind Watchmaker” by Richard Dawkins.

In his book, Richard Dawkins demonstrates that by Darwin’s Theory of Evolution and natural selection enormous complexity can arise out of even the simplest building blocks and that there really is no need for a Creator. Douglas Adams and Richard Dawkins were so like-minded that it’s no wonder they later became close friends.

At the end of one of his talks, Richard Dawkins presents a slide titled “The Illogic of Default”, which demonstrates the ill-reasoning of many Creationists:

1. We have theory A and theory B
2. Theory A is supported by loads of evidence
3. Theory B is supported by no evidence at all
4. I can’t understand how theory A explains X
5. Therefore theory B must be right

This exactly describes what happend to me one day when a muslim taxi driver tried to “prove” to me that there indeed must be a god. “See”, he said, “the theory of evolution just can’t be right. If we humans are really decedents of animals like apes and dogs, why are there still apes and dogs around?”.

I refrained from arguing with my taxi driver, even though it was obvious that he didn’t understand the Theory of Evolution at all. How could I resist the temptation?

I absolutely admire Richard Dawkins for his wit and I recommend that you watch all of his Youtube talks and videos, but there is a problem with atheists like him: sometimes, they are just as annoying as followers of any other conviction when they try to foist their views on others. Even if we know that Creationist’s arguments are utterly wrong from a logical and scientific point of view, it doesn’t help: it’s a documented fact that a significant part of humankind has a strong desire for spirituality. And, as we all know, whenever strong desires are involved, appealing to logic doesn’t work: drug addicts do know that drugs ultimately kill them but they nevertheless don’t quit.

Likewise, deep in their hearts, many believers in god assume that there is no god, at least not one like the one that is depicted in the holy scriptures, but they need a god for their mental well-being, anyway. Trying to prove to them that there is no Creator is a) futile and b) hurts them — not physically but emotionally. This is why I didn’t argue with the taxi driver. I strive to follow the Golden Rule, which — incidentally — also appears in many holy scriptures: always treat others the way you want to be treated.

So why I and many other people prefer to have their eyes opened, others don’t. Everybody should be free to choose the color of the pill they take.

Pointers in C, Part I: Pointers vs. Arrays

“Remember, When You Point a Finger at Someone, There Are Three More Pointing Back at You”
— Unknown

It’s easy to meet even long-time C programmers who don’t fully grok pointers, let alone beginners. Because of this and the fact that pointers play such a crucial role in the C programming language, I’ve decided to launch a new series of blog posts on pointers. I want to start off with an episode that sheds some light on similarities and — more importantly — differences between pointers and arrays.


An array is a sequence of same-sized objects, integers, for instance:

On a big-endian machine, ‘array’ could be stored like this (that it starts at memory address 0xB00010 is just an example):

The compiler (or rather the linker) places the array at a fixed memory location. Thus, When you think array, think memory.

By contrast, a pointer is an object that holds a memory address. Pointers are used to refer to memory where an object of a specific type (like ‘int’) resides.

Pointers are used for flexibility: you can refer to another object at run-time by changing the memory address stored inside the pointer variable:

A pointer introduces a level of indirection: in order to access the actual object it refers to (and not the pointer variable itself), you dereference it:


The crucial difference between pointers and arrays is how memory is accessed. For instance, when you retrieve the first array element:

the compiler generates code along these lines:

1. Load address of beginning of array into register A
2. Load data at address stored in A into register B

Whereas when you fetch the first array element via a pointer pointing to it:

The generated code will access memory indirectly very much like this:

1. Load address of pointer into register X
2. Load data at address in register X into register Y
3. Load data at address in register Y into register B

So as you can see, pointers and arrays use different ways to access memory and hence are fundamentally different beasts.


Nevertheless, there are cases where pointers and arrays appear to be same thing.

The C language comes with a little bit of syntactic sugar. In certain situations you can use an array like you would use a pointer:

This looks like you are dereferencing a pointer named ‘array’, but looks can be deceiving. What this really compiles to is this:

Why? According to the C language standard, in expressions, the name of an array acts as a pointer to the first array element. Hence, the compiler really sees this:

which is equivalent to

Similarly, you can dereference pointers not just by using the ‘*’ operator but also by using the subscript operator [], which is another form of syntactic sugar — one that makes you believe you are accessing an array instead of a pointer:

All this syntactic sugar makes C code involving pointers and arrays easier on the eyes — the compiler will do some access magic behind the scenes. The downside is, that it deludes people into believing that pointers and arrays are the same, which is not the case: arrays employ direct access, pointers indirect access.

Contrary to expressions, such syntactic sugar is not available in declarations. If you define an array in one translation unit (file):

and foolishly attempt to import it into another translation unit via this forward declaration:

you risk a crash because dereferencing ‘VALUES’ will indirectly access memory when a direct access was required. Let’s assume that the array is stored like this, as defined in the first translation unit:

Now, dereferencing ‘VALUES’ declared as a pointer will lead to these steps:

1. Load address of pointer ‘VALUES into register X (X = 0x00B00210)
2. Load data at address in register X into register Y (Y = 0x00001111)
3. Load data at address in register Y into register B (B = ???)

What this means in practice depends on whether the address 0x00001111 is a valid address or not. If it is, arbitrary data will be read; otherwise, the memory management unit (MMU) will raise an exception. Therefore, make sure that your array declarations exactly match your definitions:


So far so good (or bad). Another source of confusion is the fact that arrays are the only objects in C that are implicitly passed by reference:* You always provide a pointer to the first array element to get an array into a function:

At the caller’s site, the code looks like this:


Sometimes, you want to ensure at compile-time, that only arrays of certain sizes can enter your function. Imagine you have a function that builds a 128-bit random value in an array of eight bytes:

‘get_random’ assumes that it is passed the address of eight bytes of memory, but nobody prevents the caller from passing an array that is not big enough:

Which will — of course — lead to a dreaded buffer overrun.

Is it possible to make ‘get_random’ type-safe, such that arrays with a length different to eight lead to compile-time errors?

One (ill-fated) approach is to employ a C feature that allows you to declare arguments using array-like notation:

However, this doesn’t give you any extra type safety. To the compiler, ‘random’ is still a pointer to a ‘uint8_t’ and if you ask for the size of ‘random’ (via sizeof(random)) in the body of the function, you will still get the value returned by sizeof(uint8_t*). Few developers are aware of this fact. To me, it’s a source of nasty bugs.

Since this array-ish syntax fools people into believing that a real array was passed to a function (by value) I don’t recommend using it.


You can get real type-safety for your “array” arguments through so-called “pointers to arrays”. Alas, this C feature tends to confuse the heck out of programmers.

In the previous examples, we passed an array (conceptually) by passing a pointer to the first element:

The real type of the array and the size of the array is lost in this process; the called function only sees a pointer to a ‘uint8_t’. By contrast, the following syntax allows you to obtain a pointer to an array that preserves the full type information:

This ‘pointer’ is completely type-safe:

To add type-safety to our ‘get_random’ function, we could define it like this:

With this change, ‘get_random_type_safe’ only accepts pointers to 8 element arrays of uint8_t’s. Passing any other kind of pointer will result in a compile-time error.

We know that in expressions, using an array’s name like ‘array’ is short for “pointer to first element in array” but that doesn’t mean that ‘&array’ is a pointer to a pointer to the first element — the ‘&’ operator doesn’t create another level of indirection, even though it looks like it did. In the previous example, the value stored in ‘pointer’ is still the address of the first element of the array. Hence, this assertion holds:

Since the actual pointer values are the same, you can still use legacy APIs that only accept pointers to ‘uint8_t’s (like the original ‘get_random’ function), if you apply type casts:

You don’t need typedefs like ‘RANDVAL’ if you want to employ pointers to arrays. I mainly used it to avoid overwhelming you with the hideous pointer-to-array syntax. Without typedefs, you would need to type in things like this:

The syntax to declare pointers to arrays is similar to the syntax to declare pointers to functions and takes a little getting used to. If in doubt, ask the Linux tool ‘cdecl’ which is also available online:

Do I recommend using pointers to arrays? No, at least not in general. It confuses way too many developers and leads to ugly casts in order to access plain pointer interfaces. Still, pointers to arrays make sense every now and then and it’s always good to know your options.

This concludes my first installment on pointers. There is more to come. Stay tuned!


*) The language designers of C believed that passing an array by value (e. g. as a copy via the stack) would be extremely inefficient and dangerous (think: stack overflow), so there is no direct way to do it. However, they were not so fearful regarding structs (which can also get quite large and overflow the stack), so you could pass an array by value if you wrapped it inside a struct:

Bug Hunting Adventures #12: String Limits

“The limits of my language mean the limits of my world.”
— Ludwig Wittgenstein

The aim of the routine below (‘reduce_string’) is to limit a given ‘string’ to at most ‘max_len’ characters. If the length of ‘string’ exceeds ‘max_len’, characters are removed from around the middle and filled with an ‘ellipsis’ string. Here are some examples that demonstrate what ‘reduce_string’ is supposed to do:

But as always in this series, a bug slipped in. Can you find it?


Working the Bash Shell Like a Pro

“People drive cars with steering wheels and gas pedals. Does that mean you don’t need wrenches?”
— Rob Pike

I’ve always preferred command-line interfaces (CLI) over GUIs. If I use GUIs at all then it’s mostly for browsing the web. Luckily, there is a plugin for my web browser that allows me to do most of my surfing using vi keystrokes. Yes, I try to avoid the mouse as much as I can.

I believe that most people who prefer GUIs either are bad at typing or haven’t taken the time to learn to use a CLI in an idiomatic way. With this post, I want to share some Bash CLI idioms that can significantly improve your efficiency. I don’t aim for a complete list — I rather present a compilation of the most frequently “not-known” techniques that I’ve encountered when I observed people working with Bash.


First of all, make sure that you have enabled the command-line editing mode that suits you best. You are much more productive when your favorite shortcuts are available:

Often, we need to do something that we’ve already done before. You can easily re-execute the previous command with this shortcut:

Courtesy of this operator, forgetting to put ‘sudo’ in front of a command is not a big deal:

If you want to re-execute “one of the previous commands” instead of the last one, you could use the following abbreviations:

However, I don’t find these history expansions particularly useful. Often, going through the history by pressing ‘Arrow Up’ is equally fast.

The real game changer, however, is CTRL-R. Press CTRL-R and start typing any characters from one of your previous commands. This will start a backwards search through your command-line history and present you with the most recent command containing the characters you typed (or continue to type). Pressing CTRL-R again will find the next most recent command and so on. If you only partly need what you typed in the past, no problem — you can always edit the command-line that CTRL-R found before executing it.


If you want to rename a file, please don’t do it like this:

Even with TAB completion, this requires too much typing. Why not reuse the path of the first argument?

‘!#’ is a shortcut for “the command-line typed so far” ‘:1’ selects the first argument and ‘:h’ strips off the last component (ie. “oldfile”).

In some cases, you don’t want to rename the file entirely but only change the extension. This can be achieved in a similar fashion:

You guessed it: ‘:r’ removes the file extension.

What if you did a mistake and wanted to undo this change? Again, that’s quite easy if you know the trick:

Which translates to “do another move but swap the arguments from the previous command”.

Sometimes, my fingers get ahead of me and I type ‘vm’ instead of ‘mv’:

Of course, you can always edit the last command be pressing ‘Arrow Up’ and change ‘vm’ to ‘mv’, but the following is much easier to type:

‘!*’ is a placeholder for “all arguments of the previous command”.

The word designator that I use the most — by far — is ‘!$’; it expands to the last argument of the last command:

Many times, people gratuitously reach for the mouse to copy the output of a previous command in order to use it as an argument for another command. Why not use ‘$()’ to capture command output?


If I was asked to name my favorite standard command-line tool, no doubt I would pick ‘xargs‘. Even though it is largely useless by itself, it’s the superglue that allowes you to build powerful command-lines. It takes the output of a command and uses it as arguments for another one.

Here’s an example that uses ‘xargs’ to build a tar archive containing all the C files that contain C++ comments:

In rare cases, when I have to do work that involves complicated selection/filtering, I reach out for TUI (usually ncurses-based) applications like ‘tig‘, ‘vifm‘, or ‘mc‘ that run in the shell and can be fully operated by the keyboard. Nevertheless, I first try to get by with the simpler ‘menucmd‘ tool. Here’s an example that builds a menu from all shell script files found in a directory. If the user selects an item, the specified action (‘cp -t /tmp’) is executed on it.

There you go. Even if this bag of tricks is not complete I hope it will serve you well. As always, in order to use a tool efficiently, you have to invest in learning how to use it idiomatically*. But this investment pays nice dividends in the medium-to-long term.

*) What’s the idiomatic way for vi users to underline a headline? 1. Yank the headline (‘yy’). 2. Paste the yanked headline under the exiting headline (‘p’). 3. Select the second headline (‘V’). 4. Replace every character in selected line with an underscore (‘r-‘) — that’s only six keystrokes! Awesome!

Random Casting

Recently, a security-related bug slipped into libcurl 7.52.0.

For those of you who don’t know, libcurl is a popular open source library that supports many protocols and greatly simplifies data transfer over the Internet; an uncountable number of open- and closed-source projects depend on it.

Because of the bug, this particular version of libcurl doesn’t use random numbers when it should, which is really bad for security:

Since all the surrounding code is stripped away it is pretty easy to see what went wrong, right?

Within ‘randit’ there is an attempt to obtain a random number by calling ‘Curl_ssl_random’. However, ‘Curl_ssl_random’ is not passed the pointer ‘rnd’, but instead a pointer to ‘rnd’. Hence, the memory pointed to by ‘rnd’ is not filled with a random number but rather the pointer ‘rnd’ will point to a random memory location.

How did this bug come about? I’m pretty sure that — initially — the unlucky developer had accidentally typed this:

When (s)he compiled the code with gcc, the following error message was produced:

Which exactly explains the problem, but most likely, the developer only skimmed the error message and jumped to the wrong conclusion; that is, (s)he thought that a cast was needed because of a simple pointer incompatibility (unsigned int* vs. unsigned char*) when in fact there is a severe pointer incompatibility (pointer to pointer vs. pointer).

I’ve seen this many times before: developers apply casts to get rid of warnings from the compiler (or a static analysis tool) without a second thought. Don’t do this. Be very considerate when your compiler speaks to you. Casting, on the other hand, will silence it forever.

“inline” Is Yet Another Word For “Premature Optimization”

The fact that some C++ developers use the ‘inline’ keyword so much has always been a conundrum to me — I’ve never liked it. Why? First and foremost because it clutters up header files and exposes implementation details to the users of a class.

Most likely, inline aficionados believe that these disadvantages are more than compensated for by the fact that inlining gives them faster code, but this is not necessarily the case: according to the C++ standard (ISO/IEC 14882:2014), the compiler is allowed to silently ignore the ‘inline’ keyword:

“An implementation is not required to perform this inline substitution at the point of call”

Believing is not knowing, as the old saying goes. This is another reason why I don’t like the ‘inline’ keyword: it doesn’t guarantee you anything.

But let’s attack the ‘inline’ keyword from another angle. Even if we knew that declaring a method inline made it faster, shouldn’t we have to ask ourselves first if there is actually a performance case? Without profiling, without a proven need, any optimization is premature optimization, which — according to Donald Knuth — is the root of all evil. The fact that an optimization gives a local improvement doesn’t justify it sufficiently — it’s the overall improvement of the major use cases that matters. Otherwise we would implement all of our functions with inline assembly, wouldn’t we?

In the old days of C programming, developers used the ‘register’ keyword as a hint to tell the compiler what variables should be kept in registers for performance reasons. Nowadays, every C compiler is much better at allocating variables to registers than any human being. Consequently, the ‘register’ keyword has been deprecated in C11.

By the same token, today’s C++ compilers do a much better job of figuring out which functions should be inlined than we are able to do. Therefore, instead of giving hints to the compiler we should rather rely on automated, transparent inlinining that doesn’t clutter up class interfaces.

As an example, at optimization level -O2, the g++ compiler automatically inlines all functions that are small or called only once. Specifying -finline-functions (enabled by default at -O3) uses a heuristic to determine if its worthwhile to inline a function or not — without the need for any developer intervention.

To me, it’s about time that ‘inline’ goes the way of the ‘register’ keyword.