programiz · parewa-ranjit · Feb 16, 2021 · Feb 14, 2021 · Feb 15, 2021
diff --git a/30-datetime.md b/30-datetime.md
@@ -1,6 +1,6 @@
 # Python `datetime` module
 
-**Video link:** 
+**Video link:** [https://youtu.be/r1Iv4d6CO2Q](https://youtu.be/r1Iv4d6CO2Q)
 
 In this video, we learned about the `datetime` module to manipulate date and time in Python.
 

diff --git a/31-decorators.md b/31-decorators.md
@@ -0,0 +1,272 @@
+# Python Decorators
+
+**Video link:** [https://youtu.be/8hWIWyBfdQE](https://youtu.be/8hWIWyBfdQE)
+
+In this video, we learned how to create decorators and why we should use them.
+
+**Programs in the Video**
+
+- [Prerequisites for Decorators](#prerequisites-for-decorators)
+- [Python Decorators](#python-decorators-1)
+- [Decorating Functions with Parameters](#decorating-functions-with-parameters)
+- [Chaining Decorators in Python](#chaining-decorators-in-python)
+
+---
+
+## Prerequisites for Decorators
+Before we learn about decorators, we must first understand a few basic things in Python.
+
+**We must be comfortable with the fact that everything in Python is an object, including classes as well as functions**.
+Variables are simply identifiers bound to these objects.
+
+Since functions are also objects, we can also pass functions as arguments to other functions:
+
+```python
+def inc(x):
+    return x + 1
+
+def operate(func, x):
+    result = func(x)
+    return result
+
+print(operate(inc, 3))
+```
+
+**Output**
+```
+4
+```
+
+**In Python, we can also define a function inside a function**:
+
+```python
+def print_msg(message):
+    greeting = "Hello"
+    def printer():
+        print(greeting, message)
+
+    printer()
+
+
+print_msg("Python is awesome")
+```
+
+**Output**
+
+```
+Hello Python is awesome
+```
+
+**Functions is that they can also return a function as a value.** Let's modify our previous code:
+
+```python
+def print_msg(message):
+    greeting = "Hello"
+    def printer():
+        print(greeting, message)
+
+    return printer
+
+func = print_msg("Python is awesome")
+func()
+```
+
+**Output**
+```
+Hello Python is awesome
+```
+
+Do you notice something weird here? Even though `print_msg()` function is done executing, the returned inner `printer()` function
+can still access the `message` and `greeting` variables. Such a function is called a closure function.
+
+A closure is simply an inner function that remembers the values and variables in its enclosing scope even if the outer function is done executing.
+
+Python Decorators make an extensive use of closures.
+
+---
+
+## Python Decorators
+
+A Python decorator is a function that takes in a function, adds some functionality to it and returns the original function.
+
+Let's try to build a decorator function that prints out some information before and after executing another function.
+
+```python
+def printer():
+    print("Hello, World!")
+
+
+def display_info(func):
+    def inner():
+        print("Executing",func.__name__,"function")
+        func()
+        print("Finished execution")
+    return inner
+```
+
+Let's call `printer()` normally first.
+
+
+```python
+def printer():
+    print("Hello, World!")
+
+
+def display_info(func):
+    def inner():
+        print("Executing",func.__name__,"function")
+        func()
+        print("Finished execution")
+    return inner
+
+printer()
+```
+
+**Output**
+
+```
+Hello, World!
+```
+
+Now, let's use the decorator function to run the same `printer` function.
+
+```python
+def printer():
+    print("Hello, World!")
+
+
+def display_info(func):
+    def inner():
+        print("Executing",func.__name__,"function")
+        func()
+        print("Finished execution")
+    return inner
+
+decorated_func = display_info(printer)
+decorated_func()
+```
+
+**Output**
+
+```
+Executing printer function
+Hello, World!
+Finished execution
+```
+
+In python, we have a much more elegant way of to achieve this functionality using the `@` symbol.
+
+
+```python
+def display_info(func):
+    def inner():
+        print("Executing",func.__name__,"function")
+        func()
+        print("Finished execution")
+    return inner
+
+@display_info
+def printer():
+    print("Hello, World!")
+
+printer()
+```
+
+**Output**
+```
+Executing printer function
+Hello, World!
+Finished execution
+```
+
+---
+
+## Decorating Functions with Parameters
+
+Suppose we have a simple `divide` function.
+
+```python
+def divide(a, b):
+    return a/b
+```
+
+We know this code will throw an exception if we pass the value for `b` as `0`.
+
+Let's make a decorator function called `smart_divide` to prevent this.
+
+```python
+def smart_divide(func):
+    def inner(a, b):
+        print("Dividing", a, "by", b)
+        if b == 0:
+            print("Cannot divide by 0!")
+            return
+
+        return func(a, b)
+    return inner
+
+
+@smart_divide
+def divide(a, b):
+    return a/b
+
+value1 = divide(15, 3)
+print(value1)
+
+value2 = divide(5, 0)
+print(value2)
+```
+
+**Output**
+
+```
+Dividing 15 by 3
+5.0
+Dividing 5 by 0
+Cannot divide by 0!
+None
+```
+
+---
+
+## Chaining Decorators in Python
+
+In Python, a function can be decorated multiple times with different or the same decorator.
+
+Here, are two decorator functions called `star` and `percent`. These functions print a series of star and percentage symbols before and after executing the function
+
+```python
+def star(func):
+    def inner(arg):
+        print("*" * 30)
+        func(arg)
+        print("*" * 30)
+    return inner
+
+def percent(func):
+    def inner(arg):
+        print("%" * 30)
+        func(arg)
+        print("%" * 30)
+    return inner
+
+@star
+@percent
+def printer(msg):
+    print(msg)
+
+printer("Decorators are wonderful")
+```
+
+**Output**
+```
+******************************
+%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
+Decorators are wonderful
+%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
+******************************
+```
+
+As you can see, these decorators are chained and they wrap the original function.
+
+Here, we have first called the `star` function, and then the `percent` function. So the `star` function wraps the `percent` function which in turn wraps the `printer` function.