• # Things I learned from Video Code Review with veky

Since the last year, one of our Awesome Users veky has been doing video code review on CheckiO. Here is a very short highlight of the most interesting and educational code:

### Avoid for i in range(len(items)-1)

"This is the most unpythonic way"

There are a lot of Python functions that will help you to simplify it:

```for i in range(len(items)-1):
item = items[i]```

This can be written as

`for i, item in enumerate(items):`

and if you want to use number (i+1) instead of index you can do:

`for num, item in enumerate(items, 1):`

```for i in range(len(items) -1):
item = items[i]
num = i+1```

If you want to use more than one element in "for", then instead of:

```for i in range(len(items)-1):
left = items[i]
right  = items[i+1]```

You can do:

`for left, right in zip(items, items[1:]):`

Video

### lru_cache - this ugly guy can become your best friend in a speed optimization process

Here is a very unoptimized solution for fibonacci number:

```def stupid_fibonacci(n):
if n < 2:
return n
else:
return stupid_fibonacci(n-1) + stupid_fibonacci(n-2)```

On my laptop, stupid_fibonacci(35) can take up to 1 minute but if you add lru_cache decorator:

```from functools import lru_cache as memoize

@memoize()
def stupid_fibonacci(n):
if n < 2:
return n
else:
return stupid_fibonacci(n-1) + stupid_fibonacci(n-2)```

.. then, execution will be 1000x faster.

Video

### Max arg and max val

Those are two very simple lines of code. One which gives you an element with maximal length:

`max(items, key=len)`

… and another that gives you a maximal length itself:

`max(map(len, items))`

Video

### Extracting sequence

```Items = [3,1,4,6,7]
min_item, *other_data, max_item = sorted(items)```

This small trick works starting with python3.5. It allows you to extract values not only from the start of the sequence but also from the end of it.

`*other_data, last_item = items`

Video

### Some other small tricks

```>>> True == False == False
False

>>> (True == False) == False
True

>>> 32.bit_length()
32.bit_length()
^
SyntaxError: invalid syntax

>>> 32 .bit_length()
Out: 6```

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