Python File Handling

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Questions and Answers

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.

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.

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?

<p>To ensure that the file is closed properly, even if an exception occurs, preventing resource leaks and potential data corruption.</p>
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Outline a scenario where handling FileNotFoundError is crucial in a file processing script.

<p>When the script depends on a file that might not always exist (e.g., a configuration file), handling <code>FileNotFoundError</code> allows the program to gracefully handle the error by creating a default file or exiting gracefully.</p>
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How does processing CSV files using Python's csv module simplify working with tabular data compared to manually parsing the file?

<p>The <code>csv</code> module handles complexities like commas within fields and line breaks, which simplifies data extraction and reduces errors, compared to manual string splitting.</p>
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When reading a CSV file, explain why you might need to specify a different delimiter than a comma.

<p>If the fields in your CSV file are separated by a character other than a comma, such as a tab or semicolon, you need to specify that character as the delimiter to ensure the data is parsed correctly.</p>
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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.

<p>When precise formatting of CSV data is needed, including proper quoting and handling of special characters within fields, <code>writerow()</code> ensures the output complies with CSV standards.</p>
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Explain how inheritance promotes code reusability, and give a brief example?

<p>Inheritance lets a new class (child) inherit attributes and methods from an existing class (parent), avoiding code duplication. For example, a <code>Car</code> class can inherit from a <code>Vehicle</code> class.</p>
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Why is it important to call the parent class's __init__ method in a child class's __init__ method during inheritance?

<p>To ensure that the parent class's initialization logic is executed, setting up necessary attributes and states that the child class might depend on.</p>
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Explain how multiple inheritance can lead to the 'diamond problem', and briefly describe how Python resolves it.

<p>The 'diamond problem' occurs when a class inherits from two classes that both inherit from a common ancestor, leading to ambiguity in method resolution. Python resolves it using method resolution order (MRO), typically C3 linearization, which ensures a predictable and consistent inheritance hierarchy.</p>
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Describe a scenario where you might choose to use multiple inheritance and explain the benefits in that specific case.

<p>In a GUI framework, a class could inherit from both a <code>Button</code> class (for UI functionality) and a <code>Clickable</code> class (for event handling), combining visual and interactive behaviors. This avoids implementing redundant code in the button class.</p>
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What is the primary purpose of abstraction in object-oriented programming, and how does it achieve this goal?

<p>Abstraction hides complex implementation details and exposes only essential information to the user, simplifying the interaction with objects. This is achieved through abstract classes and interfaces.</p>
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In Python, what is the difference between an abstract method and a concrete method in an abstract class?

<p>An abstract method is declared but has no implementation in the abstract class, forcing subclasses to implement it. A concrete method has a complete implementation and can be used directly or overridden.</p>
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Explain how abstraction classes support creating a standard interface for different implementations of a component?

<p>By defining abstract methods that subclasses must implement, abstraction classes ensure that each subclass provides the same set of functionalities, albeit with potentially different implementations, thereby creating a standard interface.</p>
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Describe a real-world scenario where the use of abstract classes would be beneficial, and specify how it would simplify code development.

<p>In a payment processing system, an abstract <code>PaymentGateway</code> class could define methods like <code>process_payment()</code> and <code>refund_payment()</code>, which are then implemented by subclasses for different payment methods (e.g., <code>CreditCardPayment</code>, <code>PayPalPayment</code>). This ensures that all payment methods adhere to a consistent processing interface, simplifying the main application logic.</p>
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Explain the concept of polymorphism and provide an example of how it can be implemented in Python.

<p>Polymorphism is the ability of different classes to respond to the same method call in their own way. For example, different animal classes can have their own implementation of speak() method.</p>
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Describe the difference between compile-time polymorphism and runtime polymorphism, and indicate whether Python supports compile-time polymorphism.

<p>Compile-time polymorphism (or static binding) is resolved at compile time, often through method overloading. Runtime polymorphism (or dynamic binding) is resolved at runtime, typically through method overriding. Python doesn't support compile time polymorphism.</p>
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Explain how duck typing relates to polymorphism in Python. Give an example.

<p>Duck typing is a form of polymorphism where the suitability of an object is determined by the presence of certain methods and properties, rather than its actual type. If it walks like a duck and quacks like a duck, then it is treated as a duck. For example, an object that implements a close() method can be treated as a file object.</p>
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Provide a scenario where you would use polymorphism to define a common behavior across multiple unrelated classes. Explain the benefits in this context.

<p>For example, in a graphical user interface (GUI), different UI elements (buttons, text boxes, labels) might have a draw() method. Polymorphism allows you to call draw() on each element without checking its specific type, simplifying the rendering process and allowing for easy extension with new element types.</p>
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Explain the concept of a thread in Python and its role in concurrent execution.

<p>A thread in Python is a separate flow of execution within a process, allowing concurrent execution of different parts of the program. Multiple threads can run seemingly simultaneously, improving responsiveness or throughput.</p>
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Explain the difference between threading and multithreading in Python.

<p>Threading refers to a single flow of execution through a program. Multithreading involves multiple threads running concurrently within a single process, sharing the same memory space.</p>
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Describe the global interpreter lock (GIL) and its impact on multithreading in CPython.

<p>The GIL is a mutex that allows only one thread to hold control of the Python interpreter at any given time. It limits true parallelism in CPU-bound tasks, as only one thread can execute Python bytecode at once.</p>
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Provide a scenario where using multiple threads in Python would NOT improve the program's performance. Explain why.

<p>For CPU-bound tasks in CPython, where the work is primarily computational and uses the CPU intensively, multiple threads might not improve performance due to the global interpreter lock (GIL). The GIL allows only one thread to hold control of the Python interpreter at any given time.</p>
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Explain how to create a thread using the threading module in Python and start its execution.

<p>Create a <code>Thread</code> object, specifying the target function to execute in the thread, and call the <code>start()</code> method on the <code>Thread</code> object, beginning it's execution.</p>
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Explain the purpose of the join() method in the threading module.

<p>The <code>join()</code> method blocks the calling thread until the thread whose <code>join()</code> method is called terminates.</p>
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Compare and contrast TCP and UDP protocols, highlighting a situation best suited for each.

<p>TCP is connection-oriented, reliable, and guarantees ordered delivery, making it suitable for web browsing or file transfer. UDP is connectionless, faster, and does not guarantee delivery, making it suitable for video streaming or online gaming.</p>
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Explain the purpose of a socket in network programming.

<p>A socket serves as an endpoint for communication between two processes across a network, allowing them to send and receive data.</p>
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Describe how to find IP address of a website using the socket module.

<p>Use <code>socket.gethostbyname('website_name')</code>. This function takes website name as argument and returns its IP address.</p>
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Explain the roles of the bind(), listen(), and accept() methods in creating a TCP server socket.

<p><code>bind()</code> associates the socket with a specific network address and port. <code>listen()</code> enables the socket to accept incoming connections. <code>accept()</code> blocks and waits for an incoming connection, returning a new socket representing the connection.</p>
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Explain how to send and receive data between a TCP server and a client after a connection has been established.

<p>The server uses the <code>send()</code> method to transmit data to the client, and the client receives the data using the <code>recv()</code> method. The client sends data back to the server using the <code>send</code> method, which is then handled using <code>recv()</code> method on the server side.</p>
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Give two reasons why someone would choose to use Tkinter, instead of another GUI framework, to create a GUI tool in Python.

<p>Tkinter is cross-platform and part of the Python standard library, so no extra installation is needed, and the same code works on Windows, macOS, and Linux.</p>
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Explain the purpose of the Tk() function in Tkinter.

<p>The <code>Tk()</code> function is used to create the main window, called 'root window', of a Tkinter application. It is the top-level window where all the other widgets will be placed and managed.</p>
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What is the difference between pack() and grid() geometry managers in Tkinter?

<p><code>pack()</code> organizes widgets in blocks before placing them in the parent widget while <code>grid()</code> places the widget in the 2-dimensional table.</p>
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Explain the role of the command argument when creating a button in Tkinter.

<p>The <code>command</code> argument specifies a function (or callback) that will be executed when the button is clicked.</p>
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Briefly explain when a Canvas widget would preferred over a Frame widget in Tkinter?

<p>The <code>Canvas</code> widget would be preferred over a <code>Frame</code> when you want to draw shapes, lines, and more complex graphics, as opposed to simply organizing other widgets.</p>
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Outline the steps required to connect to a MySQL database using Python.

<p>First, import the <code>mysql.connector</code> module. Then, establish a connection using <code>mysql.connector.connect()</code>, providing the host, user, password, and database name. Finally, create a cursor object to execute SQL queries.</p>
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Describe the purpose of a cursor object in Python's database connectivity.

<p>A cursor object allows you to execute SQL queries and fetch results from the database. It acts as an intermediary between the Python script and the database connection.</p>
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Explain the difference between the fetchone() and fetchall() methods when retrieving data from a database cursor.

<p><code>fetchone()</code> retrieves the next row as a tuple and <code>fetchall()</code> retrieves all remaining rows as a list of tuples from a result set.</p>
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What is the purpose of the commit() method in the context of database transactions, and why is it important?

<p>The <code>commit()</code> method saves all changes made during the current transaction to the database. Without it, changes are only temporary and will be lost after the connection is closed, which can cause data loss.</p>
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Flashcards

What is file handling?

The ability to read, write, and manipulate files using code.

What does 'r' mode do?

Opens an existing file for reading.

What does 'w' mode do?

Opens an existing file for writing; overwrites if the file exists, creates if not.

What does 'a' mode do?

Opens an existing file for appending; does not overwrite existing data.

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What does 'r+' mode do?

To read and write data into the file. The previous data in the file will be overridden.

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What does 'w+' mode do?

To write and read data. It will override existing data.

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What does 'a+' mode do?

To append and read data from the file. It won't override existing data.

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What is a CSV file?

A file format that uses commas to separate data values.

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How to read a CSV file in Python?

Reading from a CSV file is done using the reader object.

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What is a Class?

A user-defined data type that bundles data and methods.

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What is object?

A particular instance of a class with unique characteristics and functions.

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What is a Constructor?

Special method to initialize instance members of a class.

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Advantage of Inheritance?

Code reusability; derived classes inherit features.

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What is Multi-Level Inheritance?

A derived class inherits another derived class.

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What is Abstraction?

Abstracting away inner workings of the function or class, hide complexity.

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What are Abstraction classes?

A class with one or more abstract methods; blueprint for subclasses.

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What is Polymorphism?

The use of the same function name, but with different signatures, for multiple types.

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What is Thread?

A separate path of execution of a group of statements.

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What is Multithreading?

Dividing a task into sub-tasks and executing them concurrently.

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How to Returns the number of thread objects that are active

thread.activeCount()

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What is the use of threading.currentThread()?

Returns the number of thread objects in the caller's thread control.

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What is the use of threading.enumerate()?

Returns a list of all thread objects that are currently active.

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What is the use of run()?

The run() method is the entry point for a thread.

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What is the use of start()?

The start() method starts a thread by calling the run method.

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What is a Network?

The interconnection of computers.

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What is Protocol?

Sets of rules for computers on a network.

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What is TCP/IP Protocol?

Standard protocol model on any network.

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What is UDP?

Connection-less protocol for unreliable data transfer.

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What is Socket?

Interface for communication between processes.

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What is Tkinter?

Tkinter is a Python Package for creating GUI applications.

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What is Root Window?

initial space allocated to every GUI program.

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What is Canvas?

Used to draw shapes like lines, curves, arcs and circles.

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What is Frame?

represents a rectangular area to display text or widgets.

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What is DB?

represents a collection of data.

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What is DBMS?

software that used to perform operations on db.

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method for checking DB cnnection is

This method used to check db connection.

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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 named username.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 a greet method, then creates a Person object named person1 and calls its greet 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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