Transcript Introduction to language

Python Crash Course
Programming
3rd year Bachelors
V1.0
dd 03-09-2013
Hour 1
Good programming practice
• Compromise between:
– producing results quickly
and
– easy reusability and adaptation of code
– code that can be quickly understood by others
•
•
•
•
Comment clearly
Use functions
Use modules
Consider ‘refactoring’ before code gets too messy
• Science, not software development
Introduction to language - conditionals
>>> a = 4; b = 3
>>> if a > b:
...
result = ‘bigger’
...
c = a - b
...
>>> print(result, c)
bigger 1
>>> a = 1; b = 3
>>> if a > b:
...
result = ‘bigger’
... elif a == b:
...
result = ‘same’
... else: # i.e. a < b
...
result = ‘smaller’
...
>>> print(result)
smaller
>>> if a < b: print ‘ok’
ok
• Indentation is important!
– be consistent
– use four spaces
– do not use tabs
Comparison operators:
== !=
>
<
>= <=
is is not
in not in
Boolean operators:
and
or
not
Membership and Identity Operators
There are two membership operators explained below:
Operator
Description
Example
in
Evaluates to true if it finds a
x in y, here in results in a 1 if x
variable in the specified
is a member of sequence y.
sequence and false otherwise.
not in
Evaluates to true if it does not x not in y, here not in results in
finds a variable in the
a 1 if x is a member of sequence
specified sequence and false
y.
otherwise.
There are two Identity operators explained below:
Operator Description
Example
is
Evaluates to true if the
variables on either side of the
operator point to the same
object and false otherwise.
x is y, here is results in 1 if id(x)
equals id(y).
is not
Evaluates to false if the
variables on either side of the
operator point to the same
object and true otherwise.
x is not y, here is not results in
1 if id(x) is not equal to id(y).
Operators Precedence
The following table lists all operators from highest precedence to lowest.
Operator
Description
**
Exponentiation (raise to the power)
~+-
Ccomplement, unary plus and minus (method names for
the last two are +@ and -@)
* / % //
Multiply, divide, modulo and floor division
+-
Addition and subtraction
>> <<
Right and left bitwise shift
&
Bitwise 'AND'
^|
Bitwise exclusive `OR' and regular `OR'
<= < > >=
Comparison operators
<> == !=
Equality operators
= %= /= //= -= += *= **=
Assignment operators
is is not
Identity operators
in not in
Membership operators
not or and
Logical operators
Indentation rules
•
•
•
•
•
•
Top level must not be indented
It does not matter how much blanks you use, but:
Uniform within each block
Better avoid tabs
Most people use 4 blanks per level
If you use emacs python mode, defaults are OK
Introduction to language - conditionals
>>> if 'Steven' in ['Bob', 'Amy', 'Steven', 'Fred']:
...
print 'Here!'
...
Here!
>>> if 'Carol' not in ['Bob', 'Amy', 'Steven', 'Fred']:
...
print 'Away!'
...
Away!
>>> test = a == b
>>> if test: print 'Equal'
'Equal'
>>>
>>>
...
...
...
...
...
...
...
...
...
...
x = int(raw_input("Please enter an integer: "))
if x < 0:
x = 0
print 'Negative changed to zero'
elif x == 0:
print 'Zero'
elif x == 1:
print 'Single'
elif x == 2:
Print 'Double'
else:
print 'More'
Introduction to language - truth
Boolean expression can combine different
datatypes:
>>>
>>>
>>>
>>>
>>>
>>>
>>>
>>>
0 or "not empty"
False or "" or [1,2,3] or 42
42 and [1,2,3]
[1,2,3] and 42
# Boolean expressions are evaluated
# from left to right and return the value
# that determines result
# (Short-circuit evaluation
Equality and Identity
>>>
>>>
>>>
>>>
>>>
>>>
>>>
>>>
>>>
>>>
>>>
l = [1,2,3]
m = l
# Equality (of
l == m
# Identity (of
l is m # l and
id(l)
id(m)
l[0] = 42
print l
print m # m[0]
values) tested with ==
objects) tested with is
m same object!
= ?
Comparisons yield Boolean values
Other datatypes can also express truth:
>>>
>>>
>>>
>>>
>>>
>>>
>>>
>>>
>>>
>>>
>>>
...
...
...
t = 1==1 # Boolean: True
f = 0==1 # Boolean: False
# Boolean operators:
t and False
True or f
not True
# Precedence: ( > not > and > or:
False or True and not False
(not False or True) == (not (False or True))
x = 42
if x:
print "true"
else:
print "false"
Introduction to language - loops
>>>
>>>
...
...
...
3
6
9
12
>>>
...
...
...
3
6
9
>>>
>>>
a = b = 0
while a < 10:
a += 3
print(a)
while True:
b += 3
if b >= 10: break
print(b)
>>> for i in [2, 5, 3]:
...
print(i**2)
4
25
9
>>> for j in range(5):
0
1
2
3
4
print(j)
>>> range(3, 10, 2)
[3,5,7,9]
a = 0
while a < 5: a +=1
>>> d =
>>> for
...
this is
that is
{'this': 2, 'that': 7}
k, v in d.items():
print('%s is %i'%(k, v))
2
7
Introduction to language - Loop control
The most common use for break is
when some external condition is
triggered requiring a hasty exit from a
loop. The break statement can be used
in both while and for loops.
The continue statement in Python returns the
control to the beginning of the while loop. The
continue statement rejects all the remaining
statements in the current iteration of the loop and
moves the control back to the top of the loop.
#!/usr/bin/python
#!/usr/bin/python
for letter in 'Python': # First Example
if letter == 'h':
break
print 'Current Letter :', letter
for letter in 'Python': # First Example
if letter == 'h':
continue
print 'Current Letter :', letter
Current Letter : P
Current Letter : y
Current Letter : t
Current
Current
Current
Current
Current
Letter
Letter
Letter
Letter
Letter
:
:
:
:
:
P
y
t
o
n
Introduction to language - Loop control
An else statement associated with a loop statements.
• If the else statement is used with a for loop,
the else statement is executed when the loop has
exhausted iterating the list.
• If the else statement is used with a while loop,
the else statement is executed when the condition
becomes false.
#!/usr/bin/python
for num in range(10,17):
for i in range(2,num):
if num%i == 0:
j=num/i
print '%d equals %d * %d' % (num,i,j)
break
else:
print num, 'is a prime number‘
10
11
12
13
14
15
16
17
equals 2 *
is a prime
equals 2 *
is a prime
equals 2 *
equals 3 *
equals 2 *
is a prime
5
number
6
number
7
5
8
number
The pass statement is used when a statement is
required syntactically but you do not want any
command or code to execute.
The pass statement is a null operation; nothing
happens when it executes. The pass is also useful
in places where your code will eventually go, but
has not been written yet
#!/usr/bin/python
for letter in 'Python':
if letter == 'h':
pass
print 'This is pass block'
print 'Current Letter :', letter
print "Good bye!"
Current Letter : P
Current Letter : y
Current Letter : t
This is pass block
Current Letter : h
Current Letter : o
Current Letter : n
Good bye!
Documentation and tests
>>> # My totally wicked function
>>> def my_func(x, y=0.0, z=1.0):
...
”””This does some stuff.
...
For example:
>>> my_func(1.0, 3.0, 2.0)
8.0
Yep, it’s that good!
”””
...
a = x + y
...
b = a * z
...
return b
• Comments before function, class, etc. are used to generate help
• “Docstrings”
– preferred way of documenting code
– can contain examples, which are automatically turned into tests!
• See doctest module
Unittests
import unittest
•classmakes
each code test itself for error free functioning
TestSequenceFunctions(unittest.TestCase):
– example from random module code
def setUp(self):
self.seq = range(10)
def testshuffle(self):
# make sure the shuffled sequence does not lose any elements
random.shuffle(self.seq)
self.seq.sort()
self.assertEqual(self.seq, range(10))
def testchoice(self):
element = random.choice(self.seq)
self.assert_(element in self.seq)
def testsample(self):
self.assertRaises(ValueError, random.sample, self.seq, 20)
for element in random.sample(self.seq, 5):
self.assert_(element in self.seq)
if __name__ == '__main__':
unittest.main()
Good programming
• Code layout
– 4 spaces indentation
– continue sensibly
# Aligned with opening delimiter
foo = long_function_name(var_one, var_two,
var_three, var_four)
# More indentation included to distinguish this from the rest.
def long_function_name(
var_one, var_two, var_three,
var_four):
print(var_one)
my_list = [
1, 2, 3,
4, 5, 6,
]
result = some_function_that_takes_arguments(
'a', 'b', 'c',
'd', 'e', 'f',
)
Good programming
• Long lines
with open('/path/to/some/file/you/want/to/read') as file_1, \
open('/path/to/some/file/being/written', 'w') as file_2:
file_2.write(file_1.read())
class Rectangle(Blob):
def __init__(self, width, height,
color='black', emphasis=None, highlight=0):
if (width == 0 and height == 0 and
color == 'red' and emphasis == 'strong' or
highlight > 100):
raise ValueError("sorry, you lose")
if width == 0 and height == 0 and (color == 'red' or
emphasis is None):
raise ValueError("I don't think so -- values are %s, %s" %
(width, height))
Blob.__init__(self, width, height,
color, emphasis, highlight)
Good programming
• White space
Yes: spam(ham[1], {eggs: 2})
No: spam( ham[ 1 ], { eggs: 2 } )
Yes: if x == 4: print x, y; x, y = y, x
No: if x == 4 : print x , y ; x , y = y , x
Yes:
i = i + 1
submitted += 1
x = x*2 - 1
hypot2 = x*x + y*y
c = (a+b) * (a-b)
No:
i=i+1
submitted +=1
x = x * 2 - 1
hypot2 = x * x + y * y
c = (a + b) * (a - b)
Introduction to language - help
• Powerful help tools
• Every object, function, module, .., can be inspected
>>> help(math)
>>> help(math.cos)
>>> a = [1, 2, 3]
>>> help(a)
Introduction to language - exceptions
Languages that don’t have exception handling built in (e.g. FORTRAN,
C) tend to have code that is sprinkled with code like this:
ratio = 0.0;
if (x == 0) {
printf("Divisor = 0");
} else {
ratio = y/x;
}
In Python (and C++, Java and other more modern languages), an error
will throw an exception, which you can then handle. So the equivalent
code in Python would look like...
Introduction to language - exceptions
Try-except
x = 0.0
try:
ratio = y/x
except ZeroDivisionError:
print 'Divisor = 0'
The try/except syntax has the advantage that what you want to do
appears first, you don’t have to read past a lot of error trapping code to
find out what a particular block of code is doing
try:
[do some processing]
except SomeError:
[respond to this particular error condition]
raise Some(other)Error
# now let something else handle the error
BaseException
|
+-- RuntimeError
+-- SystemExit
|
|
+-- NotImplementedError
+-- KeyboardInterrupt
|
+-- SyntaxError
+-- GeneratorExit
|
|
+-- IndentationError
+-- Exception
|
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+-- TabError
+-- StopIteration
|
+-- SystemError
+-- StandardError
|
+-- TypeError
Try-except
|
+-- BufferError
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+-- ValueError
import sys
|
+-- ArithmeticError
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+-- UnicodeError
try:
|
|
+-- FloatingPointError
|
+-- UnicodeDecodeError
untrusted.execute()
|
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+-- OverflowError
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+-- UnicodeEncodeError
except: # catch *all* exceptions
|
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+-- ZeroDivisionError
|
+-- UnicodeTranslateError
e = sys.exc_info()[0]
|
+-- AssertionError
+-- Warning
write_to_page( "<p>Error: %s</p>" % e )
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+-- AttributeError
+-- DeprecationWarning
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+-- EnvironmentError
+-- PendingDeprecationWarning
|
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+-- IOError
+-- RuntimeWarning
import sys
|
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+-- OSError
+-- SyntaxWarning
|
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+-- WindowsError (Windows)
+-- UserWarning
try:
|
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+-- VMSError (VMS)
+-- FutureWarning
f = open('myfile.txt')
|
+-- EOFError
+-- ImportWarning
s = f.readline()
|
+-- ImportError
+-- UnicodeWarning
i = int(s.strip())
|
+-- LookupError
+-- BytesWarning
except IOError as e:
|
|
+-- IndexError
print "I/O error({0}): {1}".format(e.errno, e.strerror)
|
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+-- KeyError
except ValueError:
|
+-- MemoryError
print "Could not convert data to an integer."
|
+-- NameError
except:
|
|
+-- UnboundLocalError
print "Unexpected error:", sys.exc_info()[0]
|
+-- ReferenceError
raise
Introduction to language - exceptions
Introduction to language
End