Python

https://www.python.org/

https://docs.python.org/3/

1 Online Python Interpreters
2 Installation
3 IDE for Python
4 Using Python
- 4.1 Python Shell
  - 4.1.1 Premiers pas avec l interpreteur de commandes Python
    - 4.1.1.1 Operations courantes
- 4.2 Writing and Running a Python code
5 pip and virtualenv
6 Keep a python script running on a remote server
- 6.1 Screen
7 Data types
8 Operators
9 Control flow statements
10 Input and Output
- 10.1 input
- 10.2 Output
  - 10.2.1 print
  - 10.2.2 The String format() Method
11 Functions and Methods
- 11.1 How to define a Function
- 11.2 Some important Functions and Methods
  - 11.2.1 type
  - 11.2.2 List of Functions and Methods
12 Exceptions
13 Some example codes
- 13.1 Factorial function using recursion
14 Python for Data Science
15 Manim

Online Python Interpreters

These ones supports many languages:

Installation

Installing python on Ubuntu

The last version of Python is usually installed this way. It can be verified in many sources: https://phoenixnap.com/kb/how-to-install-python-3-ubuntu

sudo apt update
sudo apt install software-properties-common
sudo add-apt-repository ppa:deadsnakes/ppa
sudo apt update
sudo apt install python3.8

python --version

Installing Anaconda

Display the installed version

Para ver la versión por defecto:

python --version

O simplemente entrando a la línea de comandos python a través de:

python

Ahora, en un SO pueden haber más de una versión instalada. Para ver que versiones de python se encuentran ya instaladas en nuestro sistema operativo podemos ir al directorio /usr/bin y ver que ejecutables de python se encuentran:

ls /usr/bin/python
python      python2     python2.7   python3     python3.5   python3.5m  python3m    pythontex   pythontex3

y para ver la versión exacta (Python 3.5.2) ejecutamos python3.5 y este nos muestra la versión exacta al entrar a la línea de comandos python:

python3.5
Python 3.5.2 (default, Nov 17 2016, 17:05:23) 
[GCC 5.4.0 20160609] on linux
Type "help", "copyright", "credits" or "license" for more information.
>>>

Change the default version

https://linuxconfig.org/how-to-change-from-default-to-alternative-python-version-on-debian-linux

Change python version on per user basis

To change a python version on per user basis you simply create an alias within user's home directory. Open ~/.bashrc file and add new alias to change your default python executable:

alias python='/usr/bin/python3.4'

Once you make the above change, re-login or source your .bashrc file:

. ~/.bashrc

Change python version system-wide

To change python version system-wide we can use update-alternatives command.

Logged in as a root user. First we can list all available python alternatives:

# update-alternatives --list python
update-alternatives: error: no alternatives for python

El comando anterio debería mostrar las alternativas (por ejemplo python2.7 , python3.5) que ya han sido incluidas a través del comando update-alternatives --install. The above error message means that no python alternatives has been recognized by update-alternatives command. For this reason we need to update our alternatives table and include both python2.7 and python3.5:

Debemos entonces contruir la tabla de alternativas de la siguiente forma:

# update-alternatives --install /usr/bin/python python /usr/bin/python2.7 1
update-alternatives: using /usr/bin/python2.7 to provide /usr/bin/python (python) in auto mode
# update-alternatives --install /usr/bin/python python /usr/bin/python3.5 2
update-alternatives: using /usr/bin/python3.4 to provide /usr/bin/python (python) in auto mode

The --install option take multiple arguments from which it will be able to create a symbolic link. The last argument specified it priority means, if no manual alternative selection is made the alternative with the highest priority number will be set. In our case we have set a priority 2 for /usr/bin/python3.4 and as a result the /usr/bin/python3.5 was set as default python version automatically by update-alternatives command.

Es decir, si queremos que python2.7 sea la versión por defecto podemos ejecutar el comando update-alternatives --intall de la forma mostrada arriba y ajustar el último argumento de forma tal que el mayor valor sea asociado a la versión que queremos por defecto.

IDE for Python

PyCharm

https://www.jetbrains.com/pycharm/

Installation:
https://www.jetbrains.com/help/pycharm/installation-guide.html

sudo snap install pycharm-community --classic

Visual Studio Code

Python in Visual Studio Code

https://code.visualstudio.com/docs/languages/python

Jupyter

.

Atom

https://flight-manual.atom.io/getting-started/sections/installing-atom/

Python on eclipse

Para utilizar Python en Eclipse debemos instalar PyDev:

Help > Eclipse Marketplace Find: PyDev

Sublime Text

https://www.sublimetext.com/

https://en.wikipedia.org/wiki/Sublime_Text

Sublime Text is a proprietary cross-platform source code editor with a Python application programming interface (API). It natively supports many programming languages and markup languages, and functions can be added by users with plugins.

Installation

https://linuxconfig.org/how-to-install-sublime-text-on-ubuntu-18-04-bionic-beaver-linux

wget -qO - https://download.sublimetext.com/sublimehq-pub.gpg | sudo apt-key add -
sudo apt-add-repository "deb https://download.sublimetext.com/ apt/stable/"

sudo apt install sublime-text

Keyboard shortcut to comment lines in Sublime Text 3

http://stackoverflow.com/questions/17742781/keyboard-shortcut-to-comment-lines-in-sublime-text-3

https://forum.sublimetext.com/t/st3-3012-toggle-comments-broken/8930/8

As a workaround, go to Preferences->Key Bindings - User and add these keybindings (if you're using Linux):

{ "keys": ["ctrl+7"], "command": "toggle_comment", "args": { "block": false } },
{ "keys": ["ctrl+shift+7"], "command": "toggle_comment", "args": { "block": true } }

Indentation

https://stackoverflow.com/questions/9474090/how-do-i-force-sublime-text-to-indent-two-spaces-per-tab

If you want it for all files, go to Preferences -> Settings - Default/User. But as several comments below indicate, Syntax Specific settings can limit it to just the languages you choose.

To limit this configuration to Ruby files, first open up a Ruby file in the editor, and then go to Preferences -> Settings -> More -> Syntax Specific -> User. This should open a settings window named Ruby.sublime-settings

Save these settings:

{
  "tab_size": 2,
  "translate_tabs_to_spaces": true,
  "detect_indentation": false
}

Crear un proyecto en Sublime Text

Abrimos una nueva ventana: File > New Window
Add folder to project
Save project as: es apropiado guardarlo en el mismo directorio en donde fue creado el proyecto.

Esto creará dos archivos:

nombre-111.sublime-project
nombre-111.sublime-workspace : Este es el que debemos abrir para ingresar al proyecto.

Using Python

Python Shell

From the terminal, you can start the Python Shell/Interpreter (Also know as Python Interactive Shell) using the command:

python3.x

Premiers pas avec l interpreteur de commandes Python

Operations courantes

>>> 3 + 4
7

>>> 9.5 + 2
11.5

>>> 3.11 + 2.08
5.1899999999999995

Writing and Running a Python code

You can use your favorite Text Editor or IDE to write your Python code:

example.py

#!/usr/bin/python3.6

c=input("Ingrese un caracter: ")
e=int(input("Entrez un entier: "))

for i in range(1,e+1):
	for j in range(1,i+1):
		print(c,end="")
	print()

If we use the line #!/usr/bin/python3.6 to indicate the path to the Python Interpreter, then we can then run our code as a Executable file this way:

./example.py

However, the most common way is not including #!/usr/bin/python3.6 and calling the Python Interpreter through the python command:

python3 example.py

Of course, you can also run a Python program through a button on a IDE Graphical Interface.

pip and virtualenv

https://pypi.org/project/pip/

https://pip.pypa.io/en/stable/installation/

To display the version of pip:

python3.11 -m pip --version

Upgrade pip:

python3 -m pip install --upgrade pip

pip install librarie

Para especificar la versión de python a la cual será instalada la libreria:

python3 -m pip install pandas

En este caso, cuando usemos python3 «pandas» estará disponible, pero no necesariamente para otras versiones de python

To list all pakages installed :

pip list
python3.11 -m pip list

How can I install packages using pip according to the requirements.txt

pip install -r requirements.txt
python3.8 -m pip install -r requirements.txt

Puede ser necesario instalar venv para la version de python deseada:

sudo apt install python3.11-venv

Crear un virtualenv:

python3 -m venv myenv  # This will install a local copy of Python and pip into a directory called myprojectenv

Activar el virtualenv:

source myenv/bin/activate

Para especificar la versión de Python que del virtualenv: https://stackoverflow.com/questions/45293436/how-to-specify-python-version-used-to-create-virtual-environment

virtualenv -p python3.8 myproject_env    # Creates a new default python3.8 (python3.8 must be a valid command i.e found in the PATH)

Para salir del virtualenv:

(myproject_env)$ deactivate

Keep a python script running on a remote server

Screen

Create a screen:

screen -S bot

Disconnect: Ctrl+A+D

Reconnecting:

screen -r bot

List screens:

screen -ls

Kill all sessions

killall screen

Kill a specific session

screen -S bot -X quit

Creating the screen without attaching to it

screen -dmS bot

Activating the venv on the screen previously created without attaching to it

screen -S bot -p 0 -X stuff $'source .venv/bin/activate\n'

To create the screen and activate the venv at the same time without attaching to it:

screen -dmS bot bash -c 'source .venv/bin/activate && exec sh'    # This is working but the prompt is sh so not very good. (&& can be replaced by ;)
screen -dmS bot bash -c 'source .venv/bin/activate && exec bash'  # This is not activating the venv

Data types

https://docs.python.org/2.0/ref/types.html

Python_3._The_standard_type_hierarchy.png

In this source you can find a very good documentation about Python Data Types and the most important Operations and Methods for each Data Type: https://www.w3schools.com/python/python_datatypes.asp



None
Ellipsis
Numbers	Integers	Plain integers
		Long integers
	Floating point numbers
	Complex numbers
Sequences	Immutable sequences	Strings
		Unicode
		Tuples
	Mutable sequences	Lists
Mappings	Dictionaries
Callable types	User-defined functions
	User-defined methods
	Built-in functions
	Built-in methods
	Classes
	Class instances
Modules
Classes
Class instances
Files
Internal types	Code objects
	Frame objects
	Traceback objects
	Slice objects

Getting the Data Type: You can get the data type of any object by using the type() function:

print(type(x))

Source: https://www.w3schools.com/python/python_datatypes.asp
		Type/Class	Description	Example	Setting the Specific Data Type	Operations/Functions/Methods
Numeric Types		`int`	Int, or integer, is a whole number, positive or negative, without decimals, of unlimited length.	x = 20	x = int(20)	https://www.w3schools.com/python/python_numbers.asp
		`float`	Float, or "floating point number" is a number, positive or negative, containing one or more decimals.	x = 20.5	x = float(20.5)
		`complex`	Complex numbers are written with a "j" as the imaginary part	x = 1j	x = complex(1j)
Text Type		`str`	Strings are Arrays: Like many other popular programming languages, strings in Python are arrays of bytes representing unicode characters. However, Python does not have a character data type, a single character is simply a string with a length of 1.	x = "Hello World"	x = str("Hello World")	https://www.w3schools.com/python/python_strings.asp
Boolean Type		`bool`	Booleans represent one of two values: `True` or `False`.	x = True	x = bool(5)	https://www.w3schools.com/python/python_booleans.asp
Binary Types		`bytes`		x = b"Hello"	x = bytes(5)
		`bytearray`		x = bytearray(5)	x = bytearray(5)
		`memoryview`		x = memoryview(bytes(5))	x = memoryview(bytes(5))
Python Collections (Arrays)	Sequence Types	`list`	A list is a collection which is ordered and changeable.	x = ["apple", "banana", "cherry"]	x = list(("apple", "banana", "cherry"))	https://www.w3schools.com/python/python_lists.asp Nice way to create a list: lista = [x**2 for x in range(12) if x%3 == 0] print(lista) # Output: [0, 9, 36, 81]
		`tuple`	A tuple is a collection which is ordered and unchangeable.	x = ("apple", "banana", "cherry")	x = tuple(("apple", "banana", "cherry"))	https://www.w3schools.com/python/python_tuples.asp
		`Array`	Python does not have built-in support for Arrays. You have to import it from a Library: `from numpy import array` `x = array([3, 6, 9, 12])` There are some differences between Array and List: https://medium.com/backticks-tildes/list-vs-array-python-data-type-40ac4f294551 Lists are containers for elements having differing data types but arrays are used as containers for elements of the same data type. Arrays are specially optimised for arithmetic computations, Ex: `x = array([3, 6, 9, 12])` `divided_x = x/2` # This would return an error if using List `print(divided_x)` [1.5 3. 4.5 6. ]			Python_for_Data_Science#Arrays
		`range`		x = range(6)	x = range(6)
	Mapping Type	`dict`	A dictionary is a collection which is unordered, changeable and indexed. In Python dictionaries are written with curly brackets, and they have keys and values.	x = {"name" : "John", "age" : 36}	x = dict(name="John", age=36)	https://www.w3schools.com/python/python_dictionaries.asp
	Set Types	`set`	A set is a collection which is unordered and unindexed.	x = {"apple", "banana", "cherry"}	x = set(("apple", "banana", "cherry"))	https://www.w3schools.com/python/python_sets.asp
	Set Types	`frozenset`		x = frozenset({"apple", "banana", "cherry"})	x = frozenset(("apple", "banana", "cherry"))

Operators


	Operator				Name/Description	Example				Same as
	Python s2	Java	JS	R	Name/Description	Python	Java	F	R	Same as
Arithmetic Operators	+	+			Addition	x + y
	-	-			Subtraction	x - y
	*	*			Multiplication	x * y
	/	/			Division	x / y
	%	%			Modulus	x % y
	**	`java.util.Math`			Exponentiation	x ** y	`import java.util.Math` `Double result = Math.pow(number, exponent);`
	//				Floor division	x // y
		++			Increment: Increases the value of a variable by 1	++x
		--			Decrement: Decreases the value of a variable by 1	--x
Assignment Operators	=	=				x = 5
	+=	+=				x+= 3				x = x + 3
	-=	-=				x -= 3				x = x - 3
	*=	*=				x *= 3				x = x * 3
	/=	/=				x /= 3				x = x / 3
	%=	%=				x %= 3				x = x % 3
	//=					x //= 3				x = x // 3
	**=					x **= 3				x = x ** 3
	&=	&=				x &= 3				x = x & 3
	\|=	\|=				x \|= 3				x = x \| 3
	^=	^=				x ^= 3				x = x ^ 3
	>>=	>>=				x >>= 3				x = x >> 3
	<<=	<<=				x <<= 3				x = x << 3
Comparison Operators	==	==			Equal	x == y
	!=	!=			Not equal	x != y
	>	>			Greater than	x > y
	<	<			Less than	x < y
	>=	>=			Greater than or equal to	x >= y
	<=	<=			Less than or equal to	x <= y
Logical Operators	and	&&			Logical and: Returns True if both statements are true	x < 5 and x < 10	x < 5 && x < 10
	or	\|\|			Logical or: Returns True if one of the statements is true	x < 5 or x < 4	x < 5 \|\| x < 4
	not	!			Logical not: Reverse the result, returns False if the result is true	not(x < 5 and x < 10)	!(x < 5 && x < 10)
Identity Operators	is				Returns true if both variables are the same object	x is y
Identity Operators	is not				Returns true if both variables are not the same object	x is not y
Membership Operators	in				Returns True if a sequence with the specified value is present in the object	x in y
Membership Operators	not in				Returns True if a sequence with the specified value is not present in the object	x not in y
Bitwise Operators	&				AND Sets each bit to 1 if both bits are 1
	\|				OR Sets each bit to 1 if one of two bits is 1
	^				XOR Sets each bit to 1 if only one of two bits is 1
	~				NOT Inverts all the bits
	<<				Zero fill left shift Shift left by pushing zeros in from the right and let the leftmost bits fall off
	>>				Signed right shift Shift right by pushing copies of the leftmost bit in from the left, and let the rightmost bits fall off
Added by myself
String concatenation			+					"Coucou ' + 'c\'est ' + 'nous !";
			conca()					'Coucou '.concat('c\'est ', 'nous !');
			join()					['Coucou ', 'c\'est ', 'nous !'].join();

Control flow statements

If statements

https://www.w3schools.com/python/python_conditions.asp

a = 200
b = 33
if b > a:
     print("b is greater than a")
elif a == b:
     print("a and b are equal")
else:
     print("a is greater than b")

Short Hand If:

 if a > b: print("a is greater than b")

One line if else statement, with 3 conditions:

print("A") if a > b else print("=") if a == b else print("B")

For Loops

https://www.w3schools.com/python/python_for_loops.asp

Print each fruit in a fruit list:

fruits = ["apple", "banana", "cherry"]
for fruit in fruits:
     print(fruit)

# Output:
apple
banana
cherry

fruits = ["apple", "banana", "cherry"]
for fruit_no, fruit in enumerate(fruits):
     print(fruit_no, fruit)

# Output:
0 apple
1 banana
2 cherry

Looping Through a String:

for x in "banana":
     print(x)

The break Statement:

fruits = ["apple", "banana", "cherry"]
for x in fruits:
     print(x)
     if x == "banana":
          break

The continue Statement: With the continue statement we can stop the current iteration of the loop, and continue with the next:

fruits = ["apple", "banana", "cherry"]
for x in fruits:
     if x == "banana":
          continue
     print(x)

The range() Function: The range() function returns a sequence of numbers, starting from 0 by default, and increments by 1 (by default), and ends at a specified number.

for x in range(6):
     print(x)

Note that range(6) is not the values of 0 to 6, but the values 0 to 5.

The range() Function: The range() function returns a sequence of numbers, starting from 0 by default, and increments by 1 (by default), and ends at a specified number.

for x in range(2, 30, 3):
     print(x)

While Loops

https://www.w3schools.com/python/python_while_loops.asp

i = 1
while i < 6:
     print(i)
     i += 1

The break Statement:

i = 1
while i < 6:
     print(i)
     if i == 3:
          break
     i += 1

The continue Statement: With the continue statement we can stop the current iteration, and continue with the next:

i = 0
while i < 6:
     i += 1
     if i == 3:
          continue
     print(i)

The else Statement: With the else statement we can run a block of code once when the condition no longer is true:

i = 1
while i < 6:
  print(i)
  i += 1
else:
  print("i is no longer less than 6")

Input and Output

Input and Output funtions: Esta página creo que no está actualizada para python 3, pero está bien organizada: https://en.wikibooks.org/wiki/Python_Programming/Input_and_Output#input.28.29

input

name = input("What's your name? ")
print("Nice to meet you " + name + "!")
age = input("Your age? ")
print("So, you are already " + age + " years old, " + name + "!")

La función input asigna por defecto una variable de tipo str. Si queremos que la variable sea tipo int o list:

>>> population = int(input("Population of Toronto? "))
Population of Toronto? 2615069
>>> print(population, type(population))
2615069 <class 'int'>

>>> cities_canada = eval(input("Largest cities in Canada: "))
Largest cities in Canada: ["Toronto", "Montreal", "Calgara", "Ottawa"]
>>> print(cities_canada, type(cities_canada))
['Toronto', 'Montreal', 'Calgara', 'Ottawa'] <class 'list'>

Output

print

https://docs.python.org/3/tutorial/inputoutput.html
The print() function prints the specified message to the screen, or other standard output device:
print("Hello World")
The full syntax of print() is:
print(*objects, sep=' ', end='\n', file=sys.stdout, flush=False)
Print more than one object:
a = 5
b = a

print('a =', a, '= b')
print() with separator and end parameters:
a = 5
print("a =", a, sep='00000', end='\n\n\n')
print("a =", a, sep='0', end='')
Print a tuple:
x = ("apple", "banana", "cherry")
print(x)

The String format() Method

Basic usage of the str.format() method looks like this:
print('{0} and {1}'.format('spam', 'eggs'))
Positional and keyword arguments can be arbitrarily combined. It is better to use keyword arguments because it is less likely to make mistake because of the position of the arguments.
print('The story of {0}, {1}, and {other}.'.format('Bill', 'Manfred', other='Georg'))

Functions and Methods

How to define a Function

def hello():
    print("Hello")

def area(width, height):
    return width * height

def print_welcome(name):
    print("Welcome", name)

hello()
hello()

print_welcome("Fred")
w = 4
h = 5
print("width =", w, " height =", h, " area =", area(w, h))

def factorial():
        n=int(input("Entrez un entier positif: "))
        fac=1
        for i in range(n,1,-1):
                fac=fac*i
        return(fac)

print(factorial())

Some important Functions and Methods

type

type()returns the type of these objects:

a = ('apple', 'banana', 'cherry')
b = "Hello World"
c = 33

x = type(a)
y = type(b)
z = type(c)

List of Functions and Methods

https://www.w3schools.com/python/python_ref_functions.asp

What’s the difference between Python functions and methods?:

After reading this far in the article, I bet you have this question: “Why on Earth do we have both functions and methods, when they practically do the same thing?”

I remember that when I started learning Python, I had a hard time answering this question. This is still the most confusing topic for newcomers in the Python-world.

The official answer is that there is a small difference between them. Namely: a method always belongs to an object (e.g. in the dog.append(4) method .append() needed the dog object to be applicable), while a function doesn’t necessarily. To make this answer even more twisted: a method is in fact nothing else but a specific function. Got it? All methods are functions, but not all functions are methods!


https://www.w3schools.com/python/python_reference.asp	Function/Method	Description	Example
Built-in functions https://docs.python.org/3/library/functions.html https://www.w3schools.com/python/python_ref_functions.asp	`abs()`	Returns the absolute value of a numeric value	`abs(-4/3)`
	`round()`	Returns the rounded value of a numeric value.	`round(-4/3)`
	`min()`	Returns the smallest item of a list or of the typed-in arguments. It can even be a string.	`min(3,2,5)` `min('c','a','b')`
	`max()`
	`sorted()`	It sorts a list into ascending order. The list can contain strings or numbers.	`a = [3, 2, 1]sorted(a)`
	`sum()`	It sums a list.	`a = [3, 2, 1]sum(a)`
	`len()`	Returns the number of elements in a list or the number of characters in a string.	`len('Hello!')`
String methods https://www.w3schools.com/python/python_ref_string.asp	`a.lower()`	Returns the lowercase version of a string.	`a = 'MuG'a.lower()`
	`a.upper()`
	`a.strip()`	If the string has whitespaces at the beginning or at the end, it removes them.	`a = ' Mug 'a.strip()`
	`a.replace('old', 'new')`	Replaces a given string with another string. Note that it’s case sensitive.	`a = 'muh'a.replace('h','g')`
	`a.split('delimiter')`	Splits your string into a list. Your argument specifies the delimiter.	`a = 'Hello World'a.split(' ')`
	`'delimiter'.join(a)`	It joins elements of a list into one string. You can specify the delimiter again.	`a = ['Hello', 'World']` `' '.join(a)`
List methods https://docs.python.org/3/tutorial/datastructures.html https://www.w3schools.com/python/python_ref_list.asp	`a.append(arg)`	Adds an element to the end of our list.	`dog = ['Freddie', 9, True, 1.1, 2001, ['bone', 'little ball']]` `dog.append(4)`
	`a.remove(arg)`	We have to specify the element that we want to remove and Python will remove the first item with that value from the list.	`dog.remove(2001)`
	`a.count(arg)`	Returns the number of the specified value in a list.	`dog.count('Freddie')`
	`a.clear()`	removes all elements of the list. It will basically delete Freddie. No worries, we will get him back.	`dog.clear()`
Dictionaries methods https://www.w3schools.com/python/python_ref_dictionary.asp	`a.keys()`	It returns all the keys from your dictionary.
	`dog_dict.values()`	It returns all the values from your dictionary.
	`dog_dict.clear()`	It deletes everything from your dictionary.
Tuple methods https://www.w3schools.com/python/python_ref_tuple.asp
Set methods https://www.w3schools.com/python/python_ref_set.asp
File methods https://www.w3schools.com/python/python_ref_file.asp

Exceptions

while True:
     try:
         x = int(raw_input("Please enter a number: "))
         break
     except ValueError:
         print "Oops!  That was no valid number.  Try again..."

Some example codes

Factorial function using recursion

A VERY VERY NICE example of recursion is the factorial function:

Example:
4! = 4 * 3!
3! = 3 * 2!
2! = 2 * 1
Replacing the calculated values gives us the following expression
4! = 4 * 3 * 2 * 1

def factorial(n):
    if n == 1:
        return 1
    else:
        return n * factorial(n-1)

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