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author | Brian Neal <bgneal@gmail.com> |
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date | Sat, 01 Feb 2014 13:58:51 -0600 |
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A C & Python chained assignment gotcha ###################################### :date: 2012-12-27 14:45 :tags: Python, C++ :slug: a-c-python-chained-assignment-gotcha :author: Brian Neal Late last night I had a marathon debugging session where I discovered I had been burned by not fully understanding chaining assignment statements in Python. I was porting some C code to Python that had some chained assignment expressions. C and C++ programmers are well used to this idiom which has the following meaning: .. sourcecode:: c a = b = c = d = e; // C/C++ code // The above is equivalent to this: a = (b = (c = (d = e))); This is because in C, assignments are actually expressions that return a value, and they are right-associative. I knew that Python supported this syntax, and I had a vague memory that it was not the same semantically as C, but I was in a hurry. After playing a bit in the shell I convinced myself this chained assignment was doing what I wanted. My Python port kept this syntax and I drove on. A huge mistake! Hours later, of course, I found out the hard way the two are not exactly equivalent. For one thing, in Python, assignment is a statement, not an expression. There is no 'return value' from an assignment. The Python syntax does allow chaining for convenience, but the meaning is subtly different. .. sourcecode:: python a = b = c = d = e # Python code # The above is equivalent to these lines of code: a = e b = e c = e d = e Now usually, I suspect, you can mix the C/C++ meaning with Python and not get tripped up. But I was porting some tricky red-black tree code, and it made a huge difference. Here is the C code first, and then the Python. .. sourcecode:: c p = p->link[last] = tree_rotate(q, dir); // The above is equivalent to: p = (p->link[last] = tree_rotate(q, dir)); The straight (and incorrect) Python port of this code: .. sourcecode:: python p = p.link[last] = tree_rotate(q, d) # The above code is equivalent to this: temp = tree_rotate(q, d) p = temp # Oops p.link[last] = temp # Oops Do you see the problem? It is glaringly obvious to me now. The C and Python versions are not equivalent because the Python version is executing the code in a different order. The flaw comes about because ``p`` is used multiple times in the chained assignment and is now susceptible to an out-of-order problem. In the C version, the tree node pointed at by ``p`` has one of its child links changed first, then ``p`` is advanced to the value of the new child. In the Python version, the tree node referenced by the name ``p`` is changed first, and then its child link is altered! This introduced a very subtle bug that cost me a few hours of bleary-eyed debugging. Watch out for this when you are porting C to Python or vice versa. I already avoid this syntax in both languages in my own code, but I do admit it is nice for conciseness and let it slip in occasionally.