Before we move on I'd like to introduce Geany, which is a simple text editor that lets you run almost all of your programs directly from the editor. It also displays your output in a terminal window,
which helps you get comfortable using terminals.
Windows installer for Geany by going to http://www.geany.org/ and clicking Releases in the Download menu. Run the installer called geany-1.33_setup.exe, or something similar, and accept all of the defaults.
Then open Geany editor from your desktop....
Now open you first python program using geany, file-> open ->location of your file on computer
![](data:image/png;base64,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)
Here I'd recommend to create a folder for you Python programs and store all the projects and programs in this folder only. I've created python_code folder and a sub folder examples in it.
Once you open your first program you can see how neat this editor looks..
Next step would be to compile the program and run, commands are on the ribbon area of the editor. The output can be seen on a new terminal window.
![](data:image/png;base64,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)
When you run the file First_program.py, the ending .py indicates that the file is a Python program. Your editor then runs the file through the Python interpreter, which reads through the program and determines what each word in the program means. For example, when the interpreter sees the word print, it prints to the screen whatever is inside the parentheses.
As you write your programs, your editor highlights different parts of your program in different ways. For example, it recognizes that print is the name of a function and displays that word in blue. It recognizes that “Hello world” is not Python code and displays that phrase in orange. This feature is called syntax highlighting and is quite useful as you start to write your own programs.
Variables
A variable is a name that refers to a value. A variable provides a way to label and access information. Instead of having to know exactly where in the computer’s memory some information is stored, you use a variable to get at it.
It’s kind of like calling your friend on his cell phone. You don’t have to know where in the
city your friend is to reach him. You just press a button and you get him.
An assignment statement creates new variables and gives them values.
Now it's time to learn about variables in Python. Let's modify our First_program.py file and Add a new line at the beginning of the file, and modify the second line:
greeting = "Welcome to the world of Python!"
print(greeting)
Save this file as second_program.py, compile and run. Your output should look like
![](data:image/png;base64,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)
We’ve added a variable named greeting . Every variable holds a value, which is the information associated with that variable. In this case the value is the text "Welcome to the world of Python!"
Adding a variable makes a little more work for the Python interpreter. When it processes the first line, it associates the text "Welcome to the world of Python!" with the variable greeting . When it reaches the second line, it prints the value associated with message to the screen.
Now add the following lines in your program file (insert a couple of empty lines to separate the codes by pressing enter key from your keyboard)-
greeting = "Python is easy to master!"
print(greeting)
![](data:image/png;base64,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)
Now run second_program.py file. Your output should have two lines, something like -
![](data:image/png;base64,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)
We can change the value of a variable in your program at any time, and Python will always keep track of its current value.
One must adhere to a few rules and guidelines when using variables in Python. Here are some of the rules-
• Variable names can contain only letters, numbers, and underscores. They can start with a letter or an underscore, but not with a number. For instance, you can call a variable var_1 but not 1_var.
• Spaces are not allowed in variable names, but underscores can be used to separate words in variable names. For example, first_name works, but first name will cause errors.
• Avoid using Python keywords and function names as variable names; that is, do not use words that Python like other languages has reserved for a particular programmatic purpose, such as the word print.
• Variable names should be short but descriptive. For example, email is better than em, first_name is better than f_n, and word_length is better than length_of_the_words.
• Be careful when using the lowercase letter l and the uppercase letter O because they could be confused with the numbers 1 and 0.
Python is dynamically-typed, meaning that no pre-declaration of a variable or its type is
necessary. The type (and value) are initialized on assignment. Assignments are performed
using the equals sign.
As an exercise you may try to create a few programs, say -
1. store a message in a variable and then print that message
2. Store a message in a variable, and print that message. Then change the value of your variable to a new message, and print the new message.
3.What if the first print statement is removed from the program? Just try and see the result.
We'll continue with this topic in the next blog.
which helps you get comfortable using terminals.
Windows installer for Geany by going to http://www.geany.org/ and clicking Releases in the Download menu. Run the installer called geany-1.33_setup.exe, or something similar, and accept all of the defaults.
Then open Geany editor from your desktop....
Now open you first python program using geany, file-> open ->location of your file on computer
Here I'd recommend to create a folder for you Python programs and store all the projects and programs in this folder only. I've created python_code folder and a sub folder examples in it.
Once you open your first program you can see how neat this editor looks..
Next step would be to compile the program and run, commands are on the ribbon area of the editor. The output can be seen on a new terminal window.
When you run the file First_program.py, the ending .py indicates that the file is a Python program. Your editor then runs the file through the Python interpreter, which reads through the program and determines what each word in the program means. For example, when the interpreter sees the word print, it prints to the screen whatever is inside the parentheses.
As you write your programs, your editor highlights different parts of your program in different ways. For example, it recognizes that print is the name of a function and displays that word in blue. It recognizes that “Hello world” is not Python code and displays that phrase in orange. This feature is called syntax highlighting and is quite useful as you start to write your own programs.
Variables
A variable is a name that refers to a value. A variable provides a way to label and access information. Instead of having to know exactly where in the computer’s memory some information is stored, you use a variable to get at it.
It’s kind of like calling your friend on his cell phone. You don’t have to know where in the
city your friend is to reach him. You just press a button and you get him.
An assignment statement creates new variables and gives them values.
Now it's time to learn about variables in Python. Let's modify our First_program.py file and Add a new line at the beginning of the file, and modify the second line:
greeting = "Welcome to the world of Python!"
print(greeting)
Save this file as second_program.py, compile and run. Your output should look like
We’ve added a variable named greeting . Every variable holds a value, which is the information associated with that variable. In this case the value is the text "Welcome to the world of Python!"
Adding a variable makes a little more work for the Python interpreter. When it processes the first line, it associates the text "Welcome to the world of Python!" with the variable greeting . When it reaches the second line, it prints the value associated with message to the screen.
Now add the following lines in your program file (insert a couple of empty lines to separate the codes by pressing enter key from your keyboard)-
greeting = "Python is easy to master!"
print(greeting)
Now run second_program.py file. Your output should have two lines, something like -
We can change the value of a variable in your program at any time, and Python will always keep track of its current value.
One must adhere to a few rules and guidelines when using variables in Python. Here are some of the rules-
• Variable names can contain only letters, numbers, and underscores. They can start with a letter or an underscore, but not with a number. For instance, you can call a variable var_1 but not 1_var.
• Spaces are not allowed in variable names, but underscores can be used to separate words in variable names. For example, first_name works, but first name will cause errors.
• Avoid using Python keywords and function names as variable names; that is, do not use words that Python like other languages has reserved for a particular programmatic purpose, such as the word print.
• Variable names should be short but descriptive. For example, email is better than em, first_name is better than f_n, and word_length is better than length_of_the_words.
• Be careful when using the lowercase letter l and the uppercase letter O because they could be confused with the numbers 1 and 0.
Python is dynamically-typed, meaning that no pre-declaration of a variable or its type is
necessary. The type (and value) are initialized on assignment. Assignments are performed
using the equals sign.
As an exercise you may try to create a few programs, say -
1. store a message in a variable and then print that message
2. Store a message in a variable, and print that message. Then change the value of your variable to a new message, and print the new message.
3.What if the first print statement is removed from the program? Just try and see the result.
We'll continue with this topic in the next blog.
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