Podcast
Questions and Answers
Explain how the w+
mode in Python's open()
function differs from the a+
mode.
Explain how the w+
mode in Python's open()
function differs from the a+
mode.
w+
overwrites existing file content and allows both read/write, while a+
appends to the end of the file and also allows both read/write operations without overwriting.
Describe a situation where you would prefer to use the append file mode ('a') over the write file mode ('w') in Python.
Describe a situation where you would prefer to use the append file mode ('a') over the write file mode ('w') in Python.
When you need to add new data to an existing file without deleting its current contents. If you used write mode, the old contents would be deleted.
Explain the use case for opening a file in binary read mode ('rb'
) when copying its contents to another file.
Explain the use case for opening a file in binary read mode ('rb'
) when copying its contents to another file.
Reading a file in binary mode is required specifically when copying a file, to handle all types of files correctly, including non-text files.
In the context of file handling, why is it important to include a finally
block when opening and reading from a file?
In the context of file handling, why is it important to include a finally
block when opening and reading from a file?
Outline a scenario where handling FileNotFoundError
is crucial in a file processing script.
Outline a scenario where handling FileNotFoundError
is crucial in a file processing script.
How does processing CSV files using Python's csv
module simplify working with tabular data compared to manually parsing the file?
How does processing CSV files using Python's csv
module simplify working with tabular data compared to manually parsing the file?
When reading a CSV file, explain why you might need to specify a different delimiter than a comma.
When reading a CSV file, explain why you might need to specify a different delimiter than a comma.
Describe a use case where the writerow()
method of the csv.writer
object would be preferred over writing data using file I/O operations directly.
Describe a use case where the writerow()
method of the csv.writer
object would be preferred over writing data using file I/O operations directly.
Explain how inheritance promotes code reusability, and give a brief example?
Explain how inheritance promotes code reusability, and give a brief example?
Why is it important to call the parent class's __init__
method in a child class's __init__
method during inheritance?
Why is it important to call the parent class's __init__
method in a child class's __init__
method during inheritance?
Explain how multiple inheritance can lead to the 'diamond problem', and briefly describe how Python resolves it.
Explain how multiple inheritance can lead to the 'diamond problem', and briefly describe how Python resolves it.
Describe a scenario where you might choose to use multiple inheritance and explain the benefits in that specific case.
Describe a scenario where you might choose to use multiple inheritance and explain the benefits in that specific case.
What is the primary purpose of abstraction in object-oriented programming, and how does it achieve this goal?
What is the primary purpose of abstraction in object-oriented programming, and how does it achieve this goal?
In Python, what is the difference between an abstract method and a concrete method in an abstract class?
In Python, what is the difference between an abstract method and a concrete method in an abstract class?
Explain how abstraction classes support creating a standard interface for different implementations of a component?
Explain how abstraction classes support creating a standard interface for different implementations of a component?
Describe a real-world scenario where the use of abstract classes would be beneficial, and specify how it would simplify code development.
Describe a real-world scenario where the use of abstract classes would be beneficial, and specify how it would simplify code development.
Explain the concept of polymorphism and provide an example of how it can be implemented in Python.
Explain the concept of polymorphism and provide an example of how it can be implemented in Python.
Describe the difference between compile-time polymorphism and runtime polymorphism, and indicate whether Python supports compile-time polymorphism.
Describe the difference between compile-time polymorphism and runtime polymorphism, and indicate whether Python supports compile-time polymorphism.
Explain how duck typing relates to polymorphism in Python. Give an example.
Explain how duck typing relates to polymorphism in Python. Give an example.
Provide a scenario where you would use polymorphism to define a common behavior across multiple unrelated classes. Explain the benefits in this context.
Provide a scenario where you would use polymorphism to define a common behavior across multiple unrelated classes. Explain the benefits in this context.
Explain the concept of a thread in Python and its role in concurrent execution.
Explain the concept of a thread in Python and its role in concurrent execution.
Explain the difference between threading and multithreading in Python.
Explain the difference between threading and multithreading in Python.
Describe the global interpreter lock (GIL) and its impact on multithreading in CPython.
Describe the global interpreter lock (GIL) and its impact on multithreading in CPython.
Provide a scenario where using multiple threads in Python would NOT improve the program's performance. Explain why.
Provide a scenario where using multiple threads in Python would NOT improve the program's performance. Explain why.
Explain how to create a thread using the threading
module in Python and start its execution.
Explain how to create a thread using the threading
module in Python and start its execution.
Explain the purpose of the join()
method in the threading
module.
Explain the purpose of the join()
method in the threading
module.
Compare and contrast TCP and UDP protocols, highlighting a situation best suited for each.
Compare and contrast TCP and UDP protocols, highlighting a situation best suited for each.
Explain the purpose of a socket in network programming.
Explain the purpose of a socket in network programming.
Describe how to find IP address of a website using the socket
module.
Describe how to find IP address of a website using the socket
module.
Explain the roles of the bind()
, listen()
, and accept()
methods in creating a TCP server socket.
Explain the roles of the bind()
, listen()
, and accept()
methods in creating a TCP server socket.
Explain how to send and receive data between a TCP server and a client after a connection has been established.
Explain how to send and receive data between a TCP server and a client after a connection has been established.
Give two reasons why someone would choose to use Tkinter, instead of another GUI framework, to create a GUI tool in Python.
Give two reasons why someone would choose to use Tkinter, instead of another GUI framework, to create a GUI tool in Python.
Explain the purpose of the Tk()
function in Tkinter.
Explain the purpose of the Tk()
function in Tkinter.
What is the difference between pack()
and grid()
geometry managers in Tkinter?
What is the difference between pack()
and grid()
geometry managers in Tkinter?
Explain the role of the command
argument when creating a button in Tkinter.
Explain the role of the command
argument when creating a button in Tkinter.
Briefly explain when a Canvas
widget would preferred over a Frame
widget in Tkinter?
Briefly explain when a Canvas
widget would preferred over a Frame
widget in Tkinter?
Outline the steps required to connect to a MySQL database using Python.
Outline the steps required to connect to a MySQL database using Python.
Describe the purpose of a cursor object in Python's database connectivity.
Describe the purpose of a cursor object in Python's database connectivity.
Explain the difference between the fetchone()
and fetchall()
methods when retrieving data from a database cursor.
Explain the difference between the fetchone()
and fetchall()
methods when retrieving data from a database cursor.
What is the purpose of the commit()
method in the context of database transactions, and why is it important?
What is the purpose of the commit()
method in the context of database transactions, and why is it important?
Flashcards
What is file handling?
What is file handling?
The ability to read, write, and manipulate files using code.
What does 'r' mode do?
What does 'r' mode do?
Opens an existing file for reading.
What does 'w' mode do?
What does 'w' mode do?
Opens an existing file for writing; overwrites if the file exists, creates if not.
What does 'a' mode do?
What does 'a' mode do?
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What does 'r+' mode do?
What does 'r+' mode do?
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What does 'w+' mode do?
What does 'w+' mode do?
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What does 'a+' mode do?
What does 'a+' mode do?
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What is a CSV file?
What is a CSV file?
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How to read a CSV file in Python?
How to read a CSV file in Python?
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What is a Class?
What is a Class?
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What is object?
What is object?
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What is a Constructor?
What is a Constructor?
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Advantage of Inheritance?
Advantage of Inheritance?
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What is Multi-Level Inheritance?
What is Multi-Level Inheritance?
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What is Abstraction?
What is Abstraction?
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What are Abstraction classes?
What are Abstraction classes?
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What is Polymorphism?
What is Polymorphism?
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What is Thread?
What is Thread?
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What is Multithreading?
What is Multithreading?
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How to Returns the number of thread objects that are active
How to Returns the number of thread objects that are active
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What is the use of threading.currentThread()?
What is the use of threading.currentThread()?
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What is the use of threading.enumerate()?
What is the use of threading.enumerate()?
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What is the use of run()?
What is the use of run()?
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What is the use of start()?
What is the use of start()?
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What is a Network?
What is a Network?
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What is Protocol?
What is Protocol?
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What is TCP/IP Protocol?
What is TCP/IP Protocol?
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What is UDP?
What is UDP?
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What is Socket?
What is Socket?
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What is Tkinter?
What is Tkinter?
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What is Root Window?
What is Root Window?
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What is Canvas?
What is Canvas?
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What is Frame?
What is Frame?
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What is DB?
What is DB?
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What is DBMS?
What is DBMS?
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method for checking DB cnnection is
method for checking DB cnnection is
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Study Notes
File Handling
- File handling describes reading, writing, and manipulating files via Python code.
- Actions include opening, closing, reading, writing, and deleting files.
- File handling enables storing and retrieving data for use in programs.
Opening Files
- The
open()
function opens files in Python. - Example:
f = open(filename, mode)
File Open Modes
r
: Opens an existing file for reading.w
: Opens a file for writing; will overwrite existing data or create the file if it does not exist.a
: Opens a file for appending; to add data without overwriting existing data.r+
: Opens a file for both reading and writing; overwrites existing data.w+
: Opens a file for both writing and reading; overwrites existing data.a+
: Opens a file for appending and reading; does not overwrite existing data.
Writing sample
- A sample program opens
data.txt
in write mode, prompts the user for content, and writes it to the file.
Appending sample
- An appending sample opens
data.dat
in append mode, prompts for ID, name, and salary, and appends the formatted data to the file.
Copying sample
- A copying sample prompts for source and target files, then copies the content from one to the other.
Counting sample
- A counting sample opens a file and counts the number of uppercase and lowercase characters.
Advantages of File Handling
- Versatility in creating, reading, writing, appending, renaming, and deleting files.
- Flexibility when working with various file types and operations on files.
- User-friendly interface for easy file manipulation.
- Cross-platform compatibility for seamless integration.
Disadvantages of File Handling
- File handling can be error-prone if the code is not carefully written.
- Security risks arise with user input modifying sensitive files.
- Complexity increases with advanced file formats and operations.
- Performance may be slower than other programming languages, particularly with large files.
CSV Files
- Stands for "Comma Separated Values" and is a plain text file formatted to arrange tabular data.
- Includes printable ASCII or Unicode characters, with commas separating values.
Reading CSV Files
- A reader object is used
- The CSV File must be opened as a text file using
open()
which returns a file object.
Reading CSV Data Example
- A sample program imports the
csv
module, then opens a file namedusername.csv
and reads its contents line by line.
Classes
- Classes are user-defined data types bundling data and methods.
- Classes serve as templates for objects and define characteristics and operations.
- Created via the
class
keyword.
Objects
- An object is a specific instance of a class, with unique characteristics and functions.
- Objects can be made once a class is established.
- The object's attributes are initialized in the
_init_
constructor.
Class and Object Sample
- A sample program defines a class
Person
with name, age, and agreet
method, then creates aPerson
object namedperson1
and calls itsgreet
method.
Constructors
- A constructor is a special method for initializing instance members of a class.
- They come in Parameterized and Non-parameterized types
- Executed when the object of a class is created.
Constructor Sample
- The constructor assigns Employee id and name
- The display function prints the employee details
Inheritance
- Inheritance is a crucial aspect of object-oriented programming.
Inheritance Feature
- Enables code reusability by creating new classes from existing ones.
- Allows child classes to acquire properties and access data members and functions from parent classes.
- Permits child classes to provide specific implementations for parent class functions.
- A derived class can inherit a base class by adding a base class in brackets
Advantages of Inheritance
- Improves code reusability therefore removing the need to re-write code.
- Programmers don't need to write the same code and logic therefore reducing coding efforts.
- More concise and structured programs improve the readability of code.
Sample One-level
- Two inherits parent class One
Multi-Level Inheritance
- Achieved when a derived class inherits another derived class, making it possible in Python.
- There is no limit on levels.
Multi-Level Sample
- C (child) inherits from B (middle), which inherits from A (parent)
Multiple Inheritance
- One class inherits from multiple other classes at the same time
Sample: Multiple Inheritance
- Derived Class inherits from Calculation 1 and Calculation 2 to perform summation multiplication
Abstraction
- Abstraction hides internal functionality from users.
- Allows users to focuses on implementation
- Increases Effiency
Abstraction Classes
- An abstract class contains on or more abstract methods
- Abstract classes are a meant to be the blueprint for other classes
- Useful when designing large functions for implementing standard interfaces.
Abstraction Sample
- Several classes inherit from the car class to abstract mileage information
Polymorphism
- Means "having multitude of forms"
- Makes function names reusable across multiple types
Polymorphism sample
- add() adds two or three inputs
Threads
- Threads represent separate independent line of code to be ran
- Python Vitrual Machine executes them
- PVM always uses one thread internally
Threading
- Module needs importing
- Shows the current thread
Multithreading
- Divides a main task into sub-tasks that are executed in an overlapping manner.
- Allows for faster execution.
- Each process gets separate memory space
- Threads of the same program share the same memory allocation
Benefits of Multithreading using Python
- Usage of PC framework is more powerful
- Applications respond faster
- More cost effective due to sharing of resources
- Makes Multiprocessor Engineering more viable
- Cuts down on time due to running multiple threads simultaneously
- System doesn't require lots of memory
Threading Module Methods
threading.activeCount()
: Returns the active number of objects.threading.currentThread()
: Returns the number of thread objects controlled.threading.enumerate()
: Returns a list of all active thread objects.run()
: Is the entry point for a thread.start()
: Starts a thread by calling the run method.join([time])
: Waits for threads to terminate.isAlive()
: Checks whether a thread is still executing.getName()
: Returns the name of a thread.setName()
: Sets the name of a thread.
Creating Threads
- Using the Thread module
- Create an object of the Thread class
Without a Class
- Run a group of statements using a function
- Create a thread object
- The target represents the function being implemented
Without a Class Example Code
- Creates a thread to run the function display 5 times
Using a Sub Class to Thread Class
- Able to subclass Thread to inherit its functionality
- Here MyThread is a subclass
- Run() is made accessible to subclasses
- Threads implemented with run()
- Object created of MyThread
Using a Sub Class to Thread Class Example Code
- Creates MyThread and performs tasks
Without Creating Sub Class to Thread Class
- Run display() Method
Without Creating Sub Class to Thread Class Example Code
- Runs the thread and code
Thread Synchronization
- Shows how to use and execute multiple tasks
- Demonstrates joining
Thread Synchronization Example Code
Networks
- Networks are a group of interconnected computers.
- Uses cables
- Internet represents the largest network.
- Used to share resources and information
- hardware also share CPU among uses
- No need for extra hardware like printers
Network requirements
- Hardware such as computers, cables, modems, routers, hubs
- Software to communicate between clients and servers
- Protocol to connect and establishes data sending
Protocol is Rules
- Protocol is a set of rules followed by networks
- Uses TCP/IP and UDP
Data handling protocol
- Breaking down files to transmit
- Using TCP/IP and UDP
TCP Protocol Info
- TCP(Transmission Control Protocol) and IP(Internet Protocol) is standard
- Transfers date across networks
###UDP Protocol Info
- Another way to send data across connections
- Less reliable as It skips checking bit transfers
- Data can be lost
Sockets
- Sockets act as a way for communication for local / remote machines
- Unix sockets act as read/write files but sends data across the network
- Sockets use IP addresses and ports
Find IP Address
- Uses
gethostbyname()
function - Shows address or errors
Knowing IP Address Example Code
- Finds Google's IP adress
TCP/IP Server
- Programs provides services to other computers
- Uses a Client
- Requires a socket for the connection
TCP/IP Server Steps
- Create a TCP/IP socket at server end with
socket.AF_INET, socket.SOCK_STREAM
- Bind the socket with host name using
bind()
- Specify max connections
- Waits on clients using
accept()
- Sends messages using
send()
- Server can disconnect with
c.close()
TCPIP Server Sample
- Sends messages to clients
A TCP/IP Client
- Clients receive data or services from the server.
- Create a socket object using s = socket.socket(socket.AF_INET, socket.SOCK_STREAM)
- Connect the socket using the connect method. s.connect((host, port));
- Recv() to receive
- close() to disconnect
TCPIP Client Sample
Tkinter
- Python package
- It's cross-platform, so the same code works on Windows, macOS, and Linux.
- It is one of the only GUI frameworks that is built into standard library
Use cases of Tkinter
- Creating a window or dialog box with Labels and Buttons
- Build a GUI for interactive elements (checkboxes)
- Make command line program interactive with command and bind functions
- Customize widgets for custom widgets with the correct classes
- prototype GUI
Root Window
- Provides display output
- Is called 'top level window' or 'root window'
- Implemented with
tkinter import*
Root Window Sample
- Shows how to use Tk() and mainloop()
Program to take input to Lebel Example
- Uses the widgets to show functionality
Containers
- Used as a component where drawings/widgets are displayed
- displays the output to the user
- Has Canvas that draws shapes
- Has Frame which allows widgets such as buttons to be viewed
Canvas Info
- A container to draw shapes
Canvas Sample
Canvas Info
- Used to demonstrate arch shapes
Canvas Sample for Arcs
- Various styles are utilized
Frame details
- Similar to canvas but displays widgets or text in rectangular shape
- Our root window is the frame
- Set with properties
Frame Info
- Provides a container to create event handlers
Frame Sample
Data Base Connectivity
- Data can be stored via Files or Databases
- Databases come with DBMS software
Pythons' Database Types
- Python can connect to: MySQL, Oracle, Microsoft SQL Server, Sybase, Informix, Firebird, IBM DB2, Ingres, PostgreSQL, SAP DB (MaxDB), and Microsoft Access.
Sample to Check Connection
Database Connectivity Sample
- Uses MySQL, displays the info
Retrieving Info
- Displays the employee table in Rows
Retreving Table Sample
- Uses the method fethcall() and cursor to retrieve data
Insert query
- A SQL query is prepared to add a single row to the table
- Commit is called and saved
- Rollback implements during errors
Insert Into Table Sample Code
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