Introduction to the basics of Python programming (part 1)
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Transcript of Introduction to the basics of Python programming (part 1)
Introduction to the basics of Python programming(PART 1)by Pedro Rodrigues ([email protected])
A little about me
Name: Pedro Rodrigues Origin: Luanda (Angola) In the Netherlands since 2013 Former CTO and Senior Backend Engineer Freelance Software Engineer Book author: Start a Career with Python Coach
Why this Meetup Group?
Promote the usage of Python Gather people from different industries and backgrounds Teach and Learn
What will be covered
First steps with the interactive shell: CPython Variables and Data types
Single and Multi variable assignment Immutable: strings, tuples, bytes, frozensets Mutable: lists, bytearrays, sets, dictionaries
Control Flow if statement for statement
Range, Iterable and Iterators while statement break and continue
What is Python?
Dutch product: create by Guido van Rossum in the late 80s Interpreted language Multi-paradigm: Procedural (imperative), Object Oriented, Functional Dynamically Typed
Python interpreter
CPython: reference, written in C PyPy, Jython, IronPython help() dir()
Hello, world!
Variables
Binding between a name and an object Single variable assignment: x = 1 Multi variable assignment: x, y = 1, 2 Swap values: x, y = y, x
Data Types
Numbers: int (Integers), float (Real Numbers), bool (Boolean, a subset of int)
Immutable Types: str (string), tuple, bytes, frozenset Mutable Types: list, set, bytearray, dict (dictionary) Sequence Types: str, tuple, bytes, bytearray, list Determining the type of an object: type()
Numbers: int and float
1 + 2 (addition) 1 – 2 (subtraction) 1 * 2 (multiplication) 1 / 2 (division) 1 // 2 (integer or floor division) 3 % 2 (modulus or remainder of the division) 2**2 (power)
Numbers: bool (continuation)
1 > 2 1 < 2 1 == 2 Boolean operations: and, or, not Objects can also be tested for their truth value. The following values
are false: None, False, zero of any numeric type, empty sequences, empty mapping
str (String)
x = “This is a string” x = ‘This is also a string’ x = “””So is this one””” x = ‘’’And this one as well’’’ x = “””This is a string that spans morethan one line. This can also be usedfor comments.“””
str (continuation)
Indexing elements: x[0] is the first element, x[1] is the second, and so on
Slicing: [start:end:step] [start:] # end is the length of the sequence, step assumed to be 1 [:end] # start is the beginning of the sequence, step assumed to be 1 [::step] # start is the beginning of the sequence, end is the length [start::step] [:end:step]
These operations are common for all sequence types
str (continuation)
Some common string methods: join (concatenates the strings from an iterable using the string as glue) format (returns a formatted version of the string) strip (returns a copy of the string without leading and trailing whitespace)
Use help(str.<command>) in the interactive shell and dir(str)
Control Flow (pt. 1): if statement
Compound statement
if <expression>:
suite
elif <expression2>:
suite
else:
suite
Control Flow (pt. 2): if statement
age = int(input(“> “))
if age >= 30:
print(“You are 30 or above”)
elif 20 < age < 30:
print(“You are in your twenties”)
else:
print(“You are less than 20”)
list
x = [] # empty list x = [1, 2, 3] # list with 3 elements x = list(“Hello”) x.append(“something”) # append object to the end of the list x.insert(2, “something”) # append object before index 2
dict (Dictionaries)
Mapping between keys and values Values can be of whatever type Keys must be hashable x = {} # empty dictionary x = {“Name”: “John”, “Age”: 23} x.keys() x.values() x.items()
Control Flow: for loop
Also compound statement Iterates over the elements of an iterable object
for <target> in <expression>:
suite
else:
suite
Control Flow: for loop (continuation)
colors = [“red”, “green”, “blue”, “orange”]
for color in colors:
print(color)
colors = [[1, “red”], [2, “green”], [3, “blue”], [4, “orange”]]
for i, color in colors:
print(i, “ ---> “, color)
Control Flow: for loop (continuation)
Iterable is a container object able to return its elements one at a time Iterables use iterators to return their elements one at a time Iterator is an object that represents a stream of data Must implement two methods: __iter__ and __next__ (Iterator protocol) Raises StopIteration when elements are exhausted Lazy evaluation
Challenge
Rewrite the following code using enumerate and the following list of colors: [“red”, “green”, “blue”, “orange”] . (hint: help(enumerate))
colors = [[1, “red”], [2, “green”], [3, “blue”], [4, “orange”]]
for i, color in colors:
print(i, “ ---> “, color)
Control Flow: for loop (continuation)
range: represents a sequence of integers range(stop) range(start, stop) range(start, stop, step)
Control Flow: for loop (continuation)
colors = [“red”, “green”, “orange”, “blue”]
for color in colors:
print(color)
else:
print(“Done!”)
Control Flow: while loop
Executes the suite of statements as long as the expression evaluates to True
while <expression>:
suite
else:
suite
Control Flow: while loop (continuation)
counter = 5
while counter > 0:
print(counter)
counter = counter - 1
counter = 5
while counter > 0:
print(counter)
counter = counter – 1
else:
print(“Done!”)
Challenge
Rewrite the following code using a for loop and range:
counter = 5
while counter > 0:
print(counter)
counter = counter - 1
Control Flow: break and continue
Can only occur nested in a for or while loop Change the normal flow of execution of a loop:
break stops the loop continue skips to the next iteration
for i in range(10):
if i % 2 == 0:
continue
else:
print(i)
Control Flow: break and (continue)
colors = [“red”, “green”, “blue”, “purple”, “orange”]
for color in colors:
if len(color) > 5:
break
else:
print(color)
Challenge
Rewrite the following code without the if statement (hint: use the step in range)
for i in range(10):
if i % 2 == 0:
continue
else:
print(i)
Reading material
Data Model (Python Language Reference): https://docs.python.org/3/reference/datamodel.html
The if statement (Python Language Reference): https://docs.python.org/3/reference/compound_stmts.html#the-if-statement
The for statement (Python Language Reference): https://docs.python.org/3/reference/compound_stmts.html#the-for-statement
The while statement (Python Language Reference): https://docs.python.org/3/reference/compound_stmts.html#the-while-statement
More resources
Python Tutorial: https://docs.python.org/3/tutorial/index.html Python Language Reference: https://
docs.python.org/3/reference/index.html Slack channel: https://startcareerpython.slack.com/ Start a Career with Python newsletter:
https://www.startacareerwithpython.com/ Book 15% off (NZ6SZFBL): https://www.createspace.com/6506874
set
Unordered mutable collection of elements Doesn’t allow duplicate elements Elements must be hashable Useful to test membership x = set() # empty set x = {1, 2, 3} # set with 3 integers 2 in x # membership test
tuple
x = 1, x = (1,) x = 1, 2, 3 x = (1, 2, 3) x = (1, “Hello, world!”) You can also slice tuples
bytes
Immutable sequence of bytes Each element is an ASCII character Integers greater than 127 must be properly escaped x = b”This is a bytes object” x = b’This is also a bytes object’ x = b”””So is this””” x = b’’’or even this’’’
bytearray
Mutable counterpart of bytes x = bytearray() x = bytearray(10) x = bytearray(b”Hello, world!”)