python_introduction/learning_python3.md

806 lines
24 KiB
Markdown
Raw Normal View History

2021-10-25 09:24:01 +02:00
# What we'll learn
You'll learn **three** things at the same time so don't get discouraged if it feels a bit much at the start.
Everybody's issues will be in these three different domains and at the beginning it can be difficult to differentiate between them.
Keep this in mind, everybody has to go through this stage and the *click* comes at different times for different people but everybody clicks at some point!
The three new things you'll learn:
1. the **concepts** of programming, most notably Object Orientated Programming (OOP)
2. the **syntax** of one particular language, in our case Python3
3. the **tools** needed to start programming in our language of choice
Within each of these topics there are *subtopics* but there are not bottomless!
Below is a small overview of how I would subdivide them.
## Concepts
The subtopics behind the concept of programming can be sliced (in no particular order) as follows:
* objects or **OOP** (Object Orientated Programming)
* abstraction
* encapsulation
* inheritance
* polymorphism
* variables (which are **not** *boxes* in python3)
2021-10-25 09:24:01 +02:00
* conditional logic
* functions
* loops
The concept behind these topics are the same in most languages, it's just *how* you write them that is different.
This *how* is part of the **syntax** of the language.
## Syntax
> In computer science, the syntax of a computer language is the set of rules that defines the combinations of symbols that are considered to be correctly structured statements or expressions in that language.
> This applies both to programming languages, where the document represents source code, and to markup languages, where the document represents data.
> The syntax of a language defines its surface form.[1] Text-based computer languages are based on sequences of characters,
The quote above is taken shamelessly from [wikipedia](https://en.wikipedia.org/wiki/Syntax_(programming_languages)).
## Tools
### Writing code
Scripts are text files, plain and simple.
So in order to **write** a Python3 script all we need is a text editor.
Nano, vim, notepad++ all do a good job of editing plain text files but some make it *easier* than others.
You've noticed that vim colors the code of a shell script no?
One of the many features of an [IDE](https://en.wikipedia.org/wiki/Integrated_development_environment) is *syntax highlighting*.
It colors things such as [keywords](https://realpython.com/python-keywords/) which makes our life so much nicer when writing code.
We'll come back to these features in a bit.
### Running code
In order to **run** Python3 code you need the Python3 interpreter.
This is because when you **execute** your script, the interpreter will **read and execute** each line of the text file **line by line**.
Most people who want to write and run Python3 code, or any language for that matter, will install an Integrated Development Environment to do so.
There are no *rules* as to what has to be included for a program to qualify as an IDE but in my opinion they should include:
* syntax highlighting
* autocomplete
* *goto* commands such as goto definition, goto declaration, goto references
* automatic *pair* opening and closing
* builtin help navigation
There is a plethora of IDE's available and you can't really make a *wrong* choice here, but to make the overall learning curve a bit less steep we'll start out with a user friendly IDE, [pycharm](https://www.jetbrains.com/help/pycharm/installation-guide.html).
# The python3 shell
TODO animated overview of the shell and the world of OOP
2021-10-28 11:39:16 +02:00
2021-10-25 09:24:01 +02:00
# Installing pycharm
TODO
# Your first project
In almost any language you'll find a *helloworld* program.
It serves to illustrate a *very* basic working script or program to showcase the syntax.
In python a helloworld is done as such.
```python3
print("Hello World!")
```
Just for reference below are a few helloworld programs in different languages.
First `c#` then `c` and last but not least `javascript`.
```c#
Console.WriteLine("Hello World!");
```
```c
#include <stdio.h>
int main() {
printf("Hello World!");
return 0;
}
```
```javascript
alert( 'Hello, world!' );
```
2021-10-25 09:24:01 +02:00
2021-10-26 14:31:10 +02:00
## How to execute
* within pycharm
* from the command line
2021-10-25 09:24:01 +02:00
## Simple printing
The most basic printing can be done by calling the `print` function.
In python a call is symbolized by the `()`.
In practice this becomes as follows.
```python3
print("hello world")
print("my name is Wouter")
print("I'm", 35, "years old")
```
2021-10-27 14:37:39 +02:00
🏃 Try it
---
Try printing different lines and with combinations of different object types such as `int`, `float` and `str`.
What happens if you *add* (`+`) values to one another?
We can also print the objects referenced by variables.
A simple example:
```python3
name = "Wouter"
age = "35"
print("Hello, my name is", name, "and I'm", age, "years old.")
```
While it works perfectly well it's not super *readable*.
We can improve the readability by using either string replacement or string formatting.
My personal preference is string formatting.
2021-10-27 14:37:39 +02:00
🏃 Try it
---
Have a look at both ways illustrated below and try them out.
2021-10-25 09:24:01 +02:00
## String replacement
```python3
name = "Wouter"
age = "35"
2021-10-27 14:37:39 +02:00
print(f"Hello, my name is {name} and I'm {age} years old.")
```
## String formatting
```python3
name = "Wouter"
age = "35"
print("Hello, my name is {} and I'm {} years old.".format(name, age))
```
## Some links to read up
* [realpython string formatting](https://realpython.com/python-string-formatting/)
2021-10-28 11:39:16 +02:00
* [realpython data types](https://realpython.com/python-data-types/)
2021-10-25 09:24:01 +02:00
# Taking input
The first **builtin function** we saw is `print` which can be used to signal messages to the user.
But how can we **get** some information from the user?
This is done with the `input` function.
If we open up a python shell we can observe it's behaviour.
```python3
>>> input()
hello world
'hello world'
>>>
```
It seems to echo back what we type on the empty line.
If we take this idea and add it to a script the behaviour changes slightly.
The [prompt](https://en.wikipedia.org/wiki/Command-line_interface#Command_prompt) appears but when we hit `enter` the text is not printed.
This is one of the slight nuances between running scripts and using the shell.
The shell is more *verbose* and will explicitly tell you what a function returns, unless it doesn't return anything.
2021-10-25 09:24:01 +02:00
2021-10-27 16:39:11 +02:00
## Some functions are blocking
When we call `print` the function is executed immediately and the python interpreter continues with the next line.
The `input` function is slightly different.
It is called a **blocking** function.
When a blocking function is called the program is *waiting* for some action.
Once the condition is met, the program continues.
It's important to be aware of this but don't overthink it.
We'll get back to this behaviour later.
2021-10-25 09:24:01 +02:00
## Functions can return something
So, functions can **return** something but how can we *use* the returned objects?
This is where **variables** come in handy.
2021-10-27 14:37:39 +02:00
The `input` function will **always** return an object of type `str`.
If we want to use this object later in our code we need to add a *post-it* to it so we can reference it later.
Remember that the object is created by the function call, and we add the reference after the object's creation.
```python3
print("What is your name? ")
answer = input()
print("Well hello", answer, "!")
```
2021-10-27 14:37:39 +02:00
**When looking at the code block above did you notice the *empty space* I added after my question?
Can you tell me why I did that?**
🏃 Try it
---
Try playing around with the `input` function and incorporate the different ways to print with it.
Ask multiple questions and combine the answers to print on one line.
## Functions can take arguments
2021-10-27 14:37:39 +02:00
Some, if not most, functions will take one or more arguments when calling them.
This might sound complicated but you've already done this!
The `print` function takes *a-message-to-print* as an argument, or even multiple ones as you probably noticed when playing around.
The `input` function *can* take arguments but as we've seen does not *require* an argument.
When looking at the documentation we can discover **what** the function does, how to **call** the function and what it **returns**.
**CTRL-q opens the documentation in pycharm**
```
Help on built-in function input in module builtins:
input(prompt=None, /)
Read a string from standard input. The trailing newline is stripped.
The prompt string, if given, is printed to standard output without a
trailing newline before reading input.
If the user hits EOF (*nix: Ctrl-D, Windows: Ctrl-Z+Return), raise EOFError.
On *nix systems, readline is used if available.
```
We can add one **argument** inside the `input` call which serves as a prompt.
Now which `type` should the object we pass to `input` be?
The most logical type would be a `str` that represents the *question* to ask the user no?
Let's try it out.
```python3
2021-10-27 16:39:11 +02:00
answer = input("What is your name?")
print("Well hello {}!".format(answer))
2021-10-27 14:37:39 +02:00
```
2021-10-27 16:39:11 +02:00
🏃 Try it
---
Modify the questions you asked before so they have a proper prompt via the `input` function.
Ask multiple questions and combine the answers to print on one line with different `print` formatting.
2021-10-25 09:24:01 +02:00
# Taking input and evaluation
2021-10-27 16:39:11 +02:00
We can do a lot more with the input from users than just print it back out.
It can be used to make logical choices based on the return **value**.
This is a lot easier than you think.
Imagine you ask me my age.
When I respond with *35* you'll think to yourself *"that's old!"*.
If I would be younger then *30* you would think I'm young.
We can implement this logic in python with easy to read syntax.
First we'll take a python **shell** to experiment a bit.
```python3
>>> 35 > 30
True
>>> 25 > 30
False
>>> 30 > 30
False
>>> 30 >= 30
True
>>>
```
2021-10-25 09:24:01 +02:00
2021-10-27 16:39:11 +02:00
The `True` and `False` you see are also objects but of the type `bool`.
If you want to read up a bit more on boolean logic I can advise you [this](https://en.wikipedia.org/wiki/Boolean_algebra) page and also [this](https://realpython.com/lessons/boolean-logic/).
This boolean logic open the door towards **conditional logic**.
2021-10-26 14:31:10 +02:00
2021-10-25 09:24:01 +02:00
## Conditional logic
2021-10-27 16:39:11 +02:00
Let's convert the quote below to logical statements.
> If you are younger than 27 you are still young so if you're older than 27 you're considered old, but if you are 27 on the dot your life might be at [risk](https://en.wikipedia.org/wiki/27_Club)!
```python3
age = 35
if age < 27:
print("you are still very young, enjoy it!")
elif age > 27:
print("watch out for those hips oldie...")
else:
print("you are at a dangerous crossroad in life!")
```
2021-10-26 14:31:10 +02:00
2021-10-29 12:08:01 +02:00
**Do not fight the automatic indentation in your IDE! Pycharm is intelligent enough to know when to indent so if it does not indent by itself, you probably made a syntax error.**
2021-10-25 09:24:01 +02:00
## Class string methods
2021-10-27 16:39:11 +02:00
Let's take the logic above and implement it in a real program.
I would like the program to ask the user for his/her name and age.
After both questions are asked I would like the program to show a personalized message to the user.
The code below is functional but requires quite a bit of explaining!
```python3
name = input("What is you name?")
age = input("What is you age?")
if age.isdigit():
age = int(age)
else:
print("{} is not a valid age".format(age))
exit(1)
if age < 27:
print("My god {}, you are still very young, enjoy it!".format(name))
elif age > 27:
print("Wow {}! Watch out for those hips oldie...".format(name))
else:
print("{}, you are at a dangerous crossroad in life!".format(name.capitalize()))
```
An object of the type `str` has multiple **methods** that can be applied on itself.
It might not have been obvious but the *string formatting* via `"hello {}".format("world")` we did above is exactly this.
We **call** the `.format` **method** on a `str` object.
Strings have a handful of methods we can call.
Pycharm lists these methods when you type `.` after a string.
In the **shell** we can visualize this as well.
For those of you not familiar with shells have a look at [tab completion](https://en.wikipedia.org/wiki/Command-line_completion).
```python3
>>> name = "wouter"
>>> name.
name.capitalize( name.format( name.isidentifier( name.ljust( name.rfind( name.startswith(
name.casefold( name.format_map( name.islower( name.lower( name.rindex( name.strip(
name.center( name.index( name.isnumeric( name.lstrip( name.rjust( name.swapcase(
name.count( name.isalnum( name.isprintable( name.maketrans( name.rpartition( name.title(
name.encode( name.isalpha( name.isspace( name.partition( name.rsplit( name.translate(
name.endswith( name.isascii( name.istitle( name.removeprefix( name.rstrip( name.upper(
name.expandtabs( name.isdecimal( name.isupper( name.removesuffix( name.split( name.zfill(
name.find( name.isdigit( name.join( name.replace( name.splitlines(
>>> name.capitalize()
'Wouter'
>>> name.isd
name.isdecimal( name.isdigit(
>>> name.isdigit()
False
>>> age = "35"
>>> age.isdigit()
True
>>>
```
**Remember CTRL-q opens the documentation in Pycharm and don't forget to actually use it!**
2021-10-28 11:39:16 +02:00
## Some links to read up on
* [realpython](https://realpython.com/python-conditional-statements/) conditional logic
2021-10-25 09:24:01 +02:00
# Coding challenge - Celsius to Fahrenheit converter
2021-10-27 16:39:11 +02:00
Your first challenge!
2021-10-28 11:39:16 +02:00
I would like you to write a program that converts Celsius to Fahrenheit.
2021-10-27 16:39:11 +02:00
The result of this program *could* be as follows.
```bash
2021-10-28 11:39:16 +02:00
➜ ~ git:(master) ✗ python3 ex_celcius_to_fahrenheit.py
2021-10-27 16:39:11 +02:00
What's the temperature?30
30°C equals 86.0°F
Go turn off the heating!
2021-10-28 11:39:16 +02:00
➜ ~ git:(master) ✗ python3 ex_celcius_to_fahrenheit.py
2021-10-27 16:39:11 +02:00
What's the temperature?4
4°C equals 39.2°F
Brrrr, that's cold!
2021-10-28 11:39:16 +02:00
➜ ~ git:(master) ✗ python3 ex_celcius_to_fahrenheit.py
2021-10-27 16:39:11 +02:00
What's the temperature?blabla
I can't understand you...
➜ ~ git:(master) ✗
```
2021-10-28 11:39:16 +02:00
If you want to make the program a bit more complex, try adding the reverse as in Fahrenheit to Celsius.
Your first question to the user could then be *in which direction do you want to convert?*.
2021-10-27 16:39:11 +02:00
<details>
<summary>Spoiler warning</summary>
```python3
result = input("What's the temperature?")
if result.isdigit():
celsius = int(result)
else:
print("I can't understand you...")
exit(1)
farenheit = celsius * (9/5) + 32
print("{}°C equals {}°F".format(celsius, farenheit))
if celsius < 15:
print("Brrrr, that's cold!")
else:
print("Go turn off the heating!")
```
</details>
2021-10-26 21:52:08 +02:00
# A text based adventure game
2021-10-28 11:35:48 +02:00
We can use conditional logic to create quite elaborate decision processes.
Let's build a mini text based adventure game.
Granted it's not a *tripple A* game but it will train your `if` and `else` skills plus it will highlight some issues we'll overcome in the next section.
2021-10-28 11:16:13 +02:00
![adventure game](./assets/text_based_adventure_game.png)
2021-10-26 21:52:08 +02:00
2021-10-29 12:08:01 +02:00
Consider the diagram above we can imagine a program that functions nicely with the code below.
It is not very *readable* nor *scalable*.
2021-10-28 11:35:48 +02:00
```python3
answer = input("You're at a cross section. Do you go left or right?")
if answer.startswith("l"):
answer = input("Down this hall you encounter a bear. Do you fight it?")
if answer.startswith("y"):
print("The bear counter attack! He kills you")
print("game over!")
exit(0)
elif answer.startswith("n"):
print("It's a friendly bear! He transforms into a wizard!")
answer = input("The wizard asks you if you know the meaning of life?")
if answer == "42":
print("He knods approuvingly and upgrades you to wizard status!")
print("You win!")
exit(0)
else:
print("He shakes his head in disbelief. You fool!")
print("game over!")
else:
print("that's not a valid choice...")
print("game over!")
exit(0)
elif answer.startswith("r"):
answer = input("Down this hall you find some mushrooms. Do you eat them?")
if answer.startswith("n"):
print("You starve to dead...")
print("game over!")
exit(0)
elif answer.startswith("y"):
print("A wizard apprears out of thin air!")
answer = input("The wizard asks you if you know the meaning of life?")
if answer == "42":
print("He knods approuvingly and upgrades you to wizard status!")
print("You win!")
exit(0)
else:
print("He shakes his head in disbelief. You fool!")
print("game over!")
else:
print("that's not a valid choice...")
print("game over!")
exit(0)
pass
else:
print("game over!")
exit(0)
```
2021-10-26 21:52:08 +02:00
2021-10-29 12:08:01 +02:00
I urge you to read up on some [best practices](https://www.tutorialdocs.com/article/python-conditional-statements-tips.html) for `if` statements.
We will not improve on this particular example but I do advise you to create a similar style game during one of the workshops once we have learned some new tricks.
2021-10-25 09:24:01 +02:00
# Creating your own functions
2021-10-29 12:08:01 +02:00
One of the *issues* we have in the text based game example is duplicate code.
At two spots we execute almost identical code and this is something that should be avoided at all costs!
Why write the same thing over and over?
You're better off writing it **once** and use it **lots**.
This is where **functions** come into play.
Python ships with a lot of built-in functions but we can create our own very easily.
The keyword to define a function in python is `def`.
All the code that is *indented* will be executed when we **call** the function.
Here is a basic abstraction of correct syntax.
```python3
def first_function():
print("I'm a function")
print("Hear me roar!")
```
If you type *only* the code above in a new script, and run it, you won't see much.
This is because you only **created** the function.
To use it you need to **call** it.
This is done as follows.
```python3
def first_function():
print("I'm a function")
print("Hear me roar!")
first_function()
```
Learning how to create functions is a big step in your programming journey.
It can seem confusing at first because the code execution *appears* to jump around.
This is however **not** the case.
Your script is still read and executed **line by line** so you can not call a function **before** you defined it!
For now you should not overthink the structure of you scripts.
As long as they work you should be happy.
We'll dive into the proper *anatomy* of a program real soon.
2021-10-26 14:31:10 +02:00
## Functions that *do* something
2021-10-29 12:08:01 +02:00
The first function I showed you above performs a series of actions each time it is called.
We can use it to *bake cakes* for example.
Below we create **one** function to bake the cake, and call it **three** times to bake three cakes.
```python3
def bake_chocolate_cake():
print("mix the base ingredients")
print("add the chocolate flavour")
print("put in the oven")
print("enjoy!")
bake_chocolate_cake()
bake_chocolate_cake()
bake_chocolate_cake()
```
Now, you might like a *vanilla* cake from time to time.
Easy, we'll just write a second function for that purpose.
```python3
def bake_chocolate_cake():
print("mix the base ingredients")
print("add the chocolate flavour")
print("put in the oven")
print("enjoy!")
def bake_vanilla_cake():
print("mix the base ingredients")
print("add the vanilla flavour")
print("put in the oven")
print("enjoy!")
bake_chocolate_cake()
bake_chocolate_cake()
bake_vanilla_cake()
bake_chocolate_cake()
bake_vanilla_cake()
```
Voila, we can now make as many chocolate and vanilla cakes as we want!
But what about *bananas*?
Following our logic we can create a *third* function to bake a banana cake but you're probably seeing a *pattern* here.
Each `bake_FLAVOR_cake` function is almost identical, just for the flavoring.
We can create one generic `bake_cake` function and just add the custom flavor each time we actually *bake* a cake.
This is done with arguments.
```python3
def bake_cake(flavor):
print("mix the base ingredients")
print("add the {} flavor".format(flavor))
print("put in the oven")
print("enjoy!")
bake_cake("chocolate")
bake_cake("vanilla")
bake_cake("banana")
```
2021-10-25 09:24:01 +02:00
2021-10-26 14:31:10 +02:00
## Variable scope
2021-10-25 09:24:01 +02:00
2021-10-29 14:01:34 +02:00
Variable scope might sounds complicated but with some examples you'll understand it in no time.
Remember variables are like unique *post-its*?
Well, variable scope is like having multiple colors for your post-its.
A yellow post-it with `name` on it is not the same as a red one with `name` on it so they can both reference **different** objects.
Scope is **where** the colors change, and this is done automatically for you in python.
It's an inherent feature of the language but the concept of scope is not unique to python, you'll find it in most modern languages.
Now, some examples.
```python3
total = 9000
def function_scope(argument_one, argument_two):
print("inside the function", argument_one, argument_two)
total = argument_one + argument_two
print("inside the function", total)
function_scope(300, 400)
print("outside the function", total)
```
Here `total` outside of the function references a different object from the `total` inside of the function.
Python is very *nice* and will try to fix some common mistakes or oversights by itself.
For example.
```python3
name = "Wouter"
def function_scope():
print("inside the function", name)
function_scope()
print("outside the function", name)
```
But we can not **modify** the referenced object from **inside** the function.
This will give an `UnboundLocalError: local variable 'name' referenced before assignment` error
```python3
name = "Wouter"
def function_scope():
print("inside the function", name)
name = "Alice"
function_scope()
print("outside the function", name)
```
There is however a handy **keyword** we can use to explicitly reference variables from the outermost scope.
This is done as follows with the `global` keyword.
```python3
name = "Wouter"
def function_scope():
global name
print("inside the function", name)
name = "Alice"
function_scope()
print("outside the function", name)
```
2021-10-25 09:24:01 +02:00
## Functions that *return* something
2021-10-26 14:31:10 +02:00
TODO basic math functions
2021-10-29 12:08:01 +02:00
## Some links to read up on
* some [best practices](https://able.bio/rhett/python-functions-and-best-practices--78aclaa) for functions
* more details on [variable scope](https://pythongeeks.org/python-variable-scope/)
# Coding challenge - Pretty Print
Can you write me a function that decorates a name or message with a *pretty* character.
Kind of like the two examples below.
```
##########
# Wouter #
##########
#################
# Python rules! #
#################
```
<details>
<summary>Spoiler warning</summary>
```python3
def pretty_print(msg, decorator="#"):
line_len = len(msg) + (len(decorator) * 2) + 2
print(decorator * line_len)
print("{} {} {}".format(decorator, msg, decorator))
print(decorator * line_len)
pretty_print("Wouter")
pretty_print("Python rules!")
pretty_print("Alice", "-")
```
</details>
2021-10-26 14:31:10 +02:00
# Using the standard library
TODO import random exercise (digital dice)
TODO import datetime exercise (will it be Sunday)
2021-10-26 21:52:08 +02:00
TODO simple ROT13 cryptography with multiple libs
2021-10-26 14:31:10 +02:00
# Coding challenge - Memento Mori calculator
2021-10-25 09:24:01 +02:00
# Writing your first library
2021-10-26 14:31:10 +02:00
TODO import pretty print and digital dice
2021-10-25 09:24:01 +02:00
## What are libraries?
## How do we write libraries?
## What is `__name__ == "__main__"`?
2021-10-26 14:31:10 +02:00
## Anatomy of a program
TODO imports, functions, execution
# While loop
TODO guess the number exercise
# Lists
## Creating lists
## Picking elements
## Slicing lists
# For loop
TODO say hello to my friends exercise
# Coding challenge - Cheerleader chant
TODO nested for loop exercise
# Handling files
## Reading from a file
## Writing to a file
## csv, JSON and yaml
2021-10-26 21:52:08 +02:00
## pickle
2021-10-26 14:31:10 +02:00
# Coding challenge - Login generator
TODO write a login generator as a library with a cli as program
BONUS argparse, save to file, read from file
2021-10-26 21:52:08 +02:00
# Dictionaries as data containers
TODO adapt the login generator to output a dict
2021-10-26 14:31:10 +02:00
# Creating our own classes
## Class examples
TODO simple animal or vehicle exercise
2021-10-26 21:52:08 +02:00
TODO task manager
2021-10-26 14:31:10 +02:00
## Class inheritance
2021-10-26 21:52:08 +02:00
TODO shapes and surfaces
2021-10-26 14:31:10 +02:00
TODO superhero game
## Improve the login generator
TODO convert the login generator to a class
# Infinite programs
* insist on the nature of scripts we did up until now
## Logic breakdown of a simple game
TODO hangman exercise
## Trivial pursuit multiple choice game
TODO [db](https://opentdb.com/api_config.php)
2021-10-26 21:52:08 +02:00
### Introduction to the `requests` library
2021-10-26 14:31:10 +02:00
## Threading
TODO add a countdown timer to the multiple choice game
2021-10-29 09:24:46 +02:00
* how apt does it's [progress bar](https://mdk.fr/blog/how-apt-does-its-fancy-progress-bar.html)
2021-10-26 14:31:10 +02:00
# GUI programming
## wxpython helloworld
2021-10-25 09:24:01 +02:00
2021-10-26 14:31:10 +02:00
## wxpython guess the number
2021-10-25 09:24:01 +02:00
2021-10-26 21:52:08 +02:00
## MVC design pattern
2021-10-25 09:24:01 +02:00
2021-10-26 14:31:10 +02:00
# Coding challenge - Login generator with GUI
2021-10-26 21:52:08 +02:00
# Coding challenge - Trivial pursuit with GUI
# Introduction to the `logging` library
2021-10-26 14:31:10 +02:00