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Cheatsheets are good when you want to revise some of the concepts but not an idle way to start learning.
Because managing python dependencies is a mess, this will install dependencies for that project only instead of globally.
python -m venv venv
this will create a venv folder in your directory.source ./venv/bin/activate
this will activate this virtual env.#
# single line comments
'''
. often called as docstring, as it is just to document function/classes.'''
This is a example of
Multiline comment.
'''
print("")
print(1+2) # Addition
print(3-2) # Subtraction
print(3*2) # Multiplication
print(3/2) # Division
print(3%2) # Mod.
print(3**2) # Power
print((3 + 10) * 15) # Using Braces.
a = 10
print(a)
# TO check the type:
print(type(a))
my_income = 100
tax_rate = 0.1
my_taxes = my_income*tax_rate
print("My income tax is",my_taxes)
String is nothing but ordered seq. of characters. Note: Strings are immutable
print("Simple String")
print('Add quotes inside the "string" by using single quote.')
print("concat string "+"like this")
greeting = "Hello"
name = input("Enter your name: ")
print(greeting + ' ' + name)
,
instead of +
This will auto seprate them by spaces.print(greeting,name)
print("Hello\nWorld")
# or
print("""
---
Hello
world\
Yeahh!!
"Quotes"
'Single quote'
---
""")
print(len("Hey"))
a = "Hello"
a[0] Will return H
a[start:end:step]
a[0:2] # Start from 0th index till 2(excluding)
a[::2] # Step will be 2.
# We can use this to print a string backwards
s[::-1]
# Multiply Strings
a = 'H' * 10
# Upper Case a string
s.upper()
# Lower case
s.lower()
# Splitting
s.split('W')
s.split() # split via whitespace.
.format()
f""
F-stringprint('The {2} {1} {0}'.format('fox','brown','quick'))
print('First Object: {a}, Second Object: {b}, Third Object: {c}'.format(a=1,b='Two',c=12.3))
num = 23.45
print("My 10 character, four decimal number is:{0:10.4f}".format(num))
print(f"My 10 character, four decimal number is:{num:10.4f}")
left_alignment = "Left Text"
center_alignment = "Centered Text"
right_alignment = "Right Text"
print(f"{left_alignment : <20}|{center_alignment : ^15}|{right_alignment : >20}")
More about this: //pyformat.info/
# Supports dynamic types, as it is python :)
my_list = [100,2.5,"Mohit"]
# len(my_list) for length
# Change objs:
my_list[0]=1000
Slicing is same as String slicing
a = [1,2,3]
b = [4,5]
c = a + b
my_list.append(10.8)
my_list.pop(index) # default index is -1, returns popped element.
a = [1,2,3]
a.sort() # in-place sort, it will modify the list, returns None
# Tip: use sorted(a) it will return the value instead of in-place
a = [1,2,3]
a.reverse() # also in-place
a = [1, 2, 3, [4,5,]]
print(a[3][1]) # Returns 5.
Unordered key-value mappings, basically you can have custom keys </br>Think it like, you can use this to make dynamic variables, where key will be the variable name. </br>Like list value can be any data type.
prices = {"apple":10, "orange":20.5}
print(prices)
print(prices["apple"])
print(prices.keys()) # get keys
print(prices.values()) # get values
print(prices.items()) # get items, return tuples with keys and values
print(prices.pop("apple")) # Pop the object
print(prices)
print(prices.clear()) # Clear All
print(prices)
print(prices.get("banana")) # it will check if it is present, return None if not.
print(prices.__contains__("apple")) # Returns true/false
Same as a list, but immutable.
a = (1,2,2,4)
print(a)
# Interesting Fact: tuple supports only two methods:
a.count(2) # This can be use with list as well.
a.index(3) # This can be use with list as well.
Sets are an unordered collection of unique elements.
a = set()
a.add(1)
a.add(1)
a.add(1)
print(a) # {1}
a = [1,1,2,2,2,3,3,3]
a = set(a)
file = open("file.txt")
contents = file.read()
print(contents)
file.seek(0)
contents = file.readlines() # returns list of lines.
file.close()
with open("file.txt") as file:
print(file.read())
r
: Readr+
: Read and Writew
: Write (will override the file)w+
: Write + Read (will override the file)a
: Append the fileTo chain ==, != <, >, >=, <= and is
these operators, we have these logical operators
if 2 > 3 and 2 > 5:
print("I am inevitable")
if "hello" is "world" or "india" is "country":
print("Yeah!!")
if not 10 == 10:
print("Tough luck!" )
Indentation is important in python.
loc = 'Bank'
if loc == 'Auto Shop':
print('Welcome to the Auto Shop!')
elif loc == 'Bank':
print('Welcome to the bank!')
else:
print('Where are you?')
# iterate list/string/tuple
l = [1,2,3]
for item in l:
print(item)
# extraction made easy
list2 = [(2,4),(6,8),(10,12)]
for t1,t2 in list2: # Same as dict. t1 will be key, t2 will be value.
print(t1) # will print 2,6,10
# Protip about dict: use .value() and .keys() for looping Values/keys.
in python we can use python with else statement.
x = 1
while x < 3:
print(f"x is {x}")
x = x + 1
else:
print("Uhhoo! x > 3")
def future_method():
# Todo: implement it later.
pass
while True:
break
for i in range(10):
if i == 5:
#omit
continue
print(i)
range is a generator.
<br/> Syntax: range(start,end,step)
<br/>
Use directly with loops for iteration.
a = list(range(0,11,2)) # returns 0,2,4,..10
with help of this we can keep track of index and value.
a = [20,100,5,3,6]
for index,value in enumerate(a):
print(f"{index}\t{value}")
zip multiple lists.
a = [1,2,3]
b = [4,5,6]
for item in zip(a,b):
print(item)
a = [1,2,3]
print(3 in a) # True
a = [1,2,3]
print(min(a)) # 1
print(max(a)) # 3
Quicker and unique way to create lists.
# Grab every letter in string
lst = [x for x in 'word']
# Square numbers in range and turn into list
lst = [x**2 for x in range(0,11)]
# Check for even numbers in a range
lst = [x for x in range(11) if x % 2 == 0]
if you are lazy like me, want to learn documentation about specific inbuilt method via terminal, you can use help()
a = [1,2,3]
help(a.insert) # will print info about this method
# def keyword to define functions.
def say_hello(name="world"):
print(f"Hello {name}!")
# or return f"Hello {name}!" if you want to return it.
*args
: N number of arguments, returns tuple.**kwargs
: N number of keyword arguments, returns dict.def total_income(*args, **kwargs):
print(f"Income for month, {kwargs['month']} is : {sum(args)}")
total_income(10,20,300,month="July")
#map
def square(num):
return num**2
my_nums = [1,2,3,4,5]
map(square,my_nums) # 1, 4, 9, 16, 25
# filter
def check_even(num):
return num % 2 == 0
nums = [0,1,2,3,4,5,6,7,8,9,10]
filter(check_even, nums) # 0, 2, 4, 6, 8, 10
# lets convert each of the above function to lambda.
map(lambda num:num**2,my_nums)
filter(lambda num:num%2==0, nums)
class Circle:
pi = 3.14
# Circle gets instantiated with a radius (default is 1)
def __init__(self, radius=1):
self.radius = radius
self.area = radius * radius * Circle.pi
# Method for resetting Radius
def setRadius(self, new_radius):
self.radius = new_radius
self.area = new_radius * new_radius * self.pi
# Method for getting Circumference
def getCircumference(self):
return self.radius * self.pi * 2
c = Circle()
print('Radius is: ',c.radius)
print('Area is: ',c.area)
print('Circumference is: ',c.getCircumference())
class Animal:
def __init__(self):
print("Animal created")
def whoAmI(self):
print("Animal")
def eat(self):
print("Eating")
class Dog(Animal):
def __init__(self):
Animal.__init__(self)
print("Dog created")
def whoAmI(self):
print("Dog")
def bark(self):
print("Woof!")
class Animal:
def __init__(self, name): # Constructor of the class
self.name = name
def speak(self): # Abstract method, defined by convention only
raise NotImplementedError("Subclass must implement abstract method")
class Dog(Animal):
def speak(self):
return self.name+' says Woof!'
class Cat(Animal):
def speak(self):
return self.name+' says Meow!'
fido = Dog('Fido')
isis = Cat('Isis')
print(fido.speak())
print(isis.speak())
Just like __init__
we have more special methods.
class Book:
def __init__(self, title, author, pages):
print("A book is created")
self.title = title
self.author = author
self.pages = pages
def __str__(self):
return "Title: %s, author: %s, pages: %s" %(self.title, self.author, self.pages)
def __len__(self):
return self.pages
def __del__(self):
print("A book is destroyed")
book = Book("Python Rocks!", "Jose Portilla", 159)
#Special Methods
print(book)
print(len(book))
del book
def askint():
while True:
try:
val = int(input("Please enter an integer: "))
except:
# You can also expect specific error like TypeError or generic type Exception
print("Looks like you did not enter an integer!")
continue
else:
print("Yep that's an integer!")
break
finally:
print("Finally, I executed!")
print(val)
def new_decorator(func):
def wrap_func():
print("Code would be here, before executing the func")
func()
print("Code here will execute after the func()")
return wrap_func
@new_decorator
def func_needs_decorator():
print("This function is in need of a Decorator")
func_needs_decorator()
# Code would be here, before executing the func
# This function is in need of a Decorator
# Code here will execute after the func()
# Without generator
def get_me_cubes(n):
output_list = []
for i in range(n):
output_list.append(i**3)
return output_list
print(get_me_cubes(10))
# With generator
def generate_cubes(n):
for i in range(n):
yield i**3
print(generate_cubes(10))
# don't forget to install csv
import csv
data = open('example.csv',encoding="utf-8")
# passing encoding is important otherwise you will get the Unicode error.
csv_data = csv.reader(data)
# reading
data_lines = list(csv_data)
# writing
file_to_output = open('to_save_file.csv','w',newline='')
# use 'a' for append
csv_writer = csv.writer(file_to_output,delimiter=',')
csv_writer.writerow(['a','b','c'])
file_to_output.close()
# don't forget to use PyPDF2
import PyPDF2
f = open('Working_Business_Proposal.pdf','rb')
# we need to pass rb for binary files.
pdf_text = []
pdf_reader = PyPDF2.PdfFileReader(f)
for p in range(pdf_reader.numPages):
page = pdf_reader.getPage(p)
pdf_text.append(page.extractText())
import smtplib
smtp_object = smtplib.SMTP('smtp.gmail.com',587)
email = "[email protected]"
password = "yourpassword"
# Tip: search about how you generate app passwords.
smtp_object.login(email,password)
from_address = "[email protected]"
to_address = "[email protected]"
subject = "Subject"
message = "Message"
msg = "Subject: " + subject + '\n' + message
smtp_object.sendmail(from_address,to_address,msg)
smtp_object.quit()
That’s it.
I would recommend you to learn in-depth from this course:
If you can self learn, then you can refer to this Repository: