bz2

Introduction to bz2 Module

The bz2 module helps us compress and decompress data using the bzip2 algorithm, a popular technique for saving disk space and transmitting data efficiently.

Key Concepts:

Compression: Reducing the size of data by removing unnecessary information.
Decompression: Restoring compressed data back to its original form.
bzip2 Algorithm: A lossless compression method that doesn't lose any data during the process.

Using bz2 Module

There are three main ways to use the bz2 module:

1. File Compression/Decompression:

bz2.open(filename, mode): Opens a compressed file for reading or writing.
- Example: with bz2.open('myfile.bz2', 'r') as f: print(f.read())
BZ2File class: Provides a file-like object for reading or writing compressed data.
- Example: my_file = BZ2File('myfile.bz2')

2. Incremental Compression/Decompression:

BZ2Compressor: Compresses data incrementally, allowing for partial compression.
BZ2Decompressor: Decompresses data incrementally, allowing for partial decompression.

3. One-Shot Compression/Decompression:

bz2.compress(data): Compresses data in one go.
bz2.decompress(data): Decompresses data in one go.

Real-World Applications:

The bz2 module has various applications, such as:

Reducing storage requirements for large files (e.g., databases, archives).
Compressing data for faster transmission over networks (e.g., email attachments).
Enhancing performance by compressing data in memory (e.g., caching).

Improved Code Snippet:

import bz2

# Compress a file
with bz2.open('myfile.bz2', 'w') as f:
    f.write(b'Hello, World!')

# Decompress the file
with bz2.open('myfile.bz2', 'r') as f:
    print(f.read())

Open a bzip2-Compressed File

Imagine you have a file called myfile.bz2 that's squished or compressed using a special technique called bzip2, making it smaller in size.

To open this compressed file, you can use the open() function:

import bz2

with bz2.open('myfile.bz2', 'r') as f:
    data = f.read()

This code opens the compressed file in read mode, stores its contents in the data variable, and then automatically closes the file.

Binary vs. Text Mode

The mode argument determines if you're working with a binary file or a text file:

Binary mode ('rb' or 'wb'): Treats the file as a sequence of bytes, suitable for storing raw data like images or files.
Text mode ('rt' or 'wt'): Treats the file as text, automatically handling line endings and encoding (e.g., converting characters to bytes).

Additional Options

compresslevel: Controls the compression level (1-9, higher means more compression).
encoding: Specifies the character encoding used for text files (e.g., 'utf-8' for Unicode).
errors: Determines how to handle encoding errors (e.g., 'replace' to replace invalid characters with a placeholder).
newline: Controls how newlines are handled in text mode (e.g., '\n' for Windows, '\r\n' for Linux).

Real-World Applications

Compressing large files: bzip2 can significantly reduce file sizes, making them easier to store or transfer over networks.
Archiving data: bzip2 is often used to create archives of multiple files, making them easy to manage and transport.
Data analysis: Compressing data can make it faster to process and analyze.

BZ2File Class

Imagine you have a big file filled with data, but you want to make it smaller so it takes up less space. That's where BZ2File comes into play! It's like a special tool that can shrink your file using a technique called "compression."

Opening and Using BZ2File

To use BZ2File, you'll need to first create an instance of the class. Let's say you have a file named my_data.bz2 on your computer. Here's how you would open it for reading:

import bz2

with bz2.BZ2File('my_data.bz2', 'rb') as my_file:
    # Read the contents of the file
    data = my_file.read()

In this code:

import bz2 imports the bz2 module.
BZ2File('my_data.bz2', 'rb') opens the my_data.bz2 file for reading in binary mode.
with is a block that automatically closes the file when you're done with it.
my_file.read() reads the entire contents of the file into a variable named data.

You can also open a file for writing:

with bz2.BZ2File('new_data.bz2', 'wb') as my_file:
    # Write data to the file
    my_file.write(b'Hello, world!')

Here:

BZ2File('new_data.bz2', 'wb') opens a new file named new_data.bz2 for writing in binary mode.
my_file.write(b'Hello, world!') writes the string "Hello, world!" to the file.

Real-World Applications

BZ2File is used in many real-world applications, including:

Compressing files for storage and transfer
Creating archives of multiple files
Streaming compressed data over a network

Simplified Member Functions

BZ2File has a number of member functions that you can use to manipulate the file:

BZ2File.read(): Reads data from the file.
BZ2File.write(): Writes data to the file.
BZ2File.close(): Closes the file.
BZ2File.seek(): Moves the file pointer to a specific location.
BZ2File.tell(): Returns the current position of the file pointer.

Simplified Explanation:

The peek method lets you look at the first few bytes of data in a file without actually reading them. It's like peeking through a keyhole before you open the door.

How it Works:

When you open a file, data is stored in a buffer (a temporary storage area). peek allows you to inspect the data in the buffer without removing it.

Code Snippet:

with bz2.BZ2File("my_file.bz2", "r") as f:
    # Peek at the first 10 bytes
    data = f.peek(10)
    # Print the peeked data
    print(data)

Example:

Let's say you have a compressed file called my_file.bz2. You want to see the first few characters of the file without uncompressing it. You can use peek to do this:

import bz2

with bz2.BZ2File("my_file.bz2", "r") as f:
    # Peek at the first 10 characters
    data = f.peek(10)
    # Print the peeked data
    print(data)

This will print the first 10 characters of the file without decompressing the entire file.

Potential Applications:

Previewing data: You can use peek to preview the contents of a file before you read it into memory.
Checking file headers: You can use peek to check the header of a file to determine its format or content type.
Streaming data: If you're working with large files, you can use peek to selectively read small chunks of data at a time.

Simplified Explanation

The fileno() method in Python's bz2 module returns the file descriptor for the underlying file that is being compressed or decompressed using the bz2 format. A file descriptor is a unique number that represents an open file or a communication endpoint in the operating system.

Technical Details

The bz2 module provides an interface to compress and decompress data using the bzip2 compression algorithm. The fileno() method is useful when you need to access the underlying file descriptor for the compressed or decompressed data. This can be helpful in situations where you need to perform advanced file operations or interact with other external processes.

Real World Example

Suppose you have a file named example.txt that you want to compress using the bz2 format:

import bz2

with bz2.BZ2File('example.txt', 'wb') as f:
    f.write("Hello, world!".encode('utf-8'))

fd = f.fileno()  # Get the file descriptor for the compressed file
print(fd)

Output:

In this example, the fileno() method returns the file descriptor 3, which represents the open file descriptor for the compressed file example.txt.bz2. This file descriptor can be used for further operations, such as reading or writing the compressed data.

Potential Applications

The fileno() method can be used in a variety of real-world applications, such as:

File sharing: Compressing large files before sharing them over the network can reduce bandwidth usage and transfer times. The fileno() method can be used to access the underlying file descriptor for the compressed file, enabling it to be transferred as a binary stream.
Data storage: Compressing data before storing it on a hard drive or external storage device can save space. The fileno() method can be used to access the underlying file descriptor for the compressed data, making it easier to read and write the data efficiently.
Data analysis: Compressing large datasets before analyzing them can improve performance and reduce processing times. The fileno() method can be used to access the underlying file descriptor for the compressed data, allowing it to be processed directly by analytical tools.

Method: readable()

Simplified Explanation:

This method checks if the bz2 file was opened for reading.

Detailed Explanation:

When you open a file, you can specify how you want to use it (read, write, etc.). The readable() method specifically checks if the file was opened to be read.

Code Snippet:

import bz2

with bz2.open('myfile.bz2', 'r') as f:
    if f.readable():
        print("The file was opened for reading.")

Example:

Suppose you have a bz2 file named myfile.bz2 that contains some text. You can check if the file was opened for reading using the readable() method:

import bz2

f = bz2.open('myfile.bz2', 'r')
print(f.readable())  # True

Real-World Applications:

Verifying File Access: Before trying to read data from a file, you can use readable() to make sure that the file was opened correctly for reading.
Testing for File Permissions: If you have limited access to a file system, you can use readable() to check if you have permission to read a particular file.

Method: seekable()

Simplified Explanation:

Imagine you have a huge book filled with pages. You want to find a specific page, so you flip through the pages one by one. This is called "seeking" in the context of files.

The seekable() method tells you if the file you're reading supports this ability to flip through its contents, just like flipping through pages in a book.

Detailed Explanation:

When you open a file, you can usually read it from the beginning to the end. Some files, however, allow you to move around within the file, allowing you to read specific parts. This is known as "seeking".

The seekable() method returns a boolean value (True or False) indicating whether the file you're using supports seeking.

Code Snippet:

import bz2

with bz2.BZ2File("my_compressed_file.bz2", "r") as file:
    # Check if the file supports seeking
    if file.seekable():
        # File supports seeking, so you can move around it
    else:
        # File does not support seeking, so you have to read it from the beginning

Real-World Applications:

Searching for specific data: You can seek to a specific location in a file to find particular information, such as a record in a database.
Editing a file: You can seek to a specific location to make changes or insert new data.
Streaming data: You can seek to a specific point in a data stream to continue processing it from that point.
Skip unwanted data: You can seek to a specific location to skip over irrelevant or unwanted parts of a file.

Method: writable()

Simplified Explanation:

This method checks if the bz2 file you opened was specifically opened for writing.

Detailed Explanation:

When you open a bz2 file, you can specify whether you want to read from it or write to it. If you open a file for writing, any data you write to it will be saved in the file. If you open a file for reading, you can only access the data that is already in the file.

The writable() method checks if the file was opened for writing. It returns True if the file was opened for writing, and False if it was opened for reading.

Code Snippet:

import bz2

with bz2.BZ2File('myfile.bz2', 'w') as f:
    f.write('Hello, world!')

# Check if the file was opened for writing
print(f.writable())  # Output: True

Real-World Applications:

This method is useful for ensuring that you are writing to the correct file and that you have the proper permissions to do so. For example, you could use this method to check if a user has permission to write to a certain file before attempting to save data to it.

Simplified Explanation:

bz2.read1() is a method that allows you to read data from a compressed file (a file ending in ".bz2") in a way that optimizes memory usage.

Detailed Explanation:

What it does:
- It reads a specified number of uncompressed bytes from the compressed file.
- If you don't specify a number, it reads as much data as it can while avoiding unnecessary reading.
Parameters:
- size: The number of uncompressed bytes to read. If negative, it reads a full buffer's worth of data.
Return Value:
- Returns an empty byte string (b'') if the file has reached the end (EOF). Otherwise, it returns the uncompressed data.

Real-World Example:

Let's say you have a compressed file named "data.bz2" and want to read its contents:

import bz2

with bz2.open("data.bz2", "rb") as f:
    # Read the first 10 bytes of uncompressed data
    data = f.read1(10)
    print(data)  # Output: b'Hello Worl'

Potential Applications:

bz2.read1() is useful in applications where you need to process compressed data incrementally or avoid keeping large amounts of data in memory. For example:

Streaming and processing large compressed files.
Reading compressed data from web servers or databases.
Compressing and decompressing files in real time.

readinto method in bz2 module

The readinto() method of bz2 module reads bytes into a buffer. It takes one argument, which is the buffer to read into. The method returns the number of bytes read (0 for EOF).

Syntax:

readinto(b)

Parameters:

b: The buffer to read into.

Return value:

The number of bytes read (0 for EOF).

Example:

import bz2

with bz2.BZ2File("test.bz2", "rb") as f:
    data = f.read()

print(data)

Output:

b'Hello, world!'

Applications in Real World:

Compressing large files to save disk space.
Transmitting data over a network to reduce bandwidth usage.

BZ2Compressor Class

Summary: The BZ2Compressor class in the bz2 module allows you to compress data incrementally.

Creating a Compressor Object: To create a compressor object, you can use the following code:

import bz2

compressor = bz2.BZ2Compressor()

Parameters:

compresslevel: (Optional) An integer between 1 and 9, representing the compression level. A higher level results in better compression but slower performance. The default is 9.

Incremental Compression:

To compress data incrementally, you can use the compress method of the compressor object. This method takes a chunk of data (as bytes) and updates the internal state of the compressor:

data_chunk = b'Some data to compress'
compressed_data = compressor.compress(data_chunk)

Finalization and Flushing:

To complete the compression process, you can call the flush method of the compressor object. This will return any remaining compressed data:

final_compressed_data = compressor.flush()

One-Time Compression:

For one-time compression, you can use the compress function in the bz2 module:

import bz2

compressed_data = bz2.compress(b'Some data to compress')

Real-World Use Cases:

BZ2 compression is commonly used in various scenarios:

Compressing files to reduce their size
Transmitting data over networks more efficiently
Storing data in databases to save space

Example:

Here is a complete example of how to compress a file using the BZ2Compressor class:

import bz2

with open('original_file.txt', 'rb') as input_file:
    data = input_file.read()

compressor = bz2.BZ2Compressor()
compressed_data = compressor.compress(data)
compressed_data += compressor.flush()

with open('compressed_file.bz2', 'wb') as output_file:
    output_file.write(compressed_data)

This code reads the contents of original_file.txt, compresses them using the BZ2Compressor, and writes the compressed data to compressed_file.bz2.

Method: compress

Purpose: Compresses data incrementally.

Explanation:

Imagine you have a large pile of blankets. You want to compress them into a smaller bag. The compress method is like adding a layer of blankets to the bag and squeezing them down slightly. It doesn't compress the entire pile at once, but it starts the process.

Usage:

import bz2

# Create a compressor object
compressor = bz2.BZ2Compressor()

# Add a layer of blankets (data) to the compressor
compressed_chunk = compressor.compress(b'Some data')

# Repeat for multiple layers of blankets
compressed_chunk += compressor.compress(b'More data')

# Flush the compressor to finish compression
compressed_data = compressor.flush()

Returns: A chunk of compressed data as a bytes object.

Real-World Applications:

Saving space on disk
Reducing transmission time over a network
Archiving files

Improved Example:

import bz2

# Compress a file
with bz2.open('original.txt', 'wb') as f_out:
    with open('large-file.txt', 'rb') as f_in:
        f_out.write(bz2.compress(f_in.read()))

What is the bz2 module? The bz2 module in Python is used for data compression and decompression. It provides a compressed data structure that is smaller in size than the original data while retaining the original data's integrity. This can be useful for reducing the storage space required for data or for transmitting data over networks more efficiently.

What is the flush() method? The flush() method is used to finish the compression process and return any compressed data that is still in the internal buffers. After calling flush(), the compressor object cannot be used anymore.

Simplified Explanation:

Imagine you have a box full of toys. You want to put the toys in a smaller box to save space. But the toys are all different shapes and sizes, so it's hard to fit them all in.

The bz2 module is like a magical machine that can shrink the toys down so they can fit in the smaller box. The flush() method is like a button you press to tell the machine to finish shrinking the toys. Once you press the button, the machine will stop shrinking the toys and give you the smaller box. You can't use the machine to shrink more toys after you press the button.

Real-World Example:

Let's say you have a large file that you want to send to a friend over the internet. If you send the file uncompressed, it will take more time and use more bandwidth.

But if you use the bz2 module to compress the file first, the file will be smaller and it will take less time and bandwidth to send. Your friend can then use the bz2 module to decompress the file on their computer.

Potential Applications:

The bz2 module has many potential applications in the real world, including:

Compressing files to save storage space
Transmitting data over networks more efficiently
Creating archives of files
Backing up data

BZ2Decompressor Class

The BZ2Decompressor class can be used to decompress data incrementally, one chunk at a time.

Simplified Explanation

Think of it like a magic machine that can unzip files, but it only does it a little bit at a time. Instead of unzipping the whole file all at once, it unzips a small piece, then another, and another, until the whole file is unzipped.

Potential Applications

Decompressing large files in small chunks to save memory.
Streaming decompressed data over a network or other slow connection.

Real-World Complete Code Example

import bz2

# Open a compressed file
with open('myfile.bz2', 'rb') as f:

    # Create a decompressor object
    decompressor = bz2.BZ2Decompressor()

    # Read data from the file in chunks
    while True:
        # Decompress a chunk of data
        data = decompressor.decompress(f.read(1024))

        # Process the decompressed data
        print(data)

        # Check if we have reached the end of the file
        if not data:
            break

Avoiding Multiple Streams

Note: The BZ2Decompressor class doesn't handle multiple compressed streams gracefully. It assumes there's only one stream, so if your input contains multiple streams, you need to create a separate decompressor for each stream.

Simplified Explanation:

Decompress Method

The bz2.decompress() method takes compressed data (like a ZIP file) and unzips it, returning the original uncompressed data.

Parameters:

data: The compressed data you want to unzip.
max_length: An optional parameter. It limits the amount of uncompressed data returned at a time. Negative values mean no limit.

Example:

import bz2

# Read compressed data from a file
with bz2.BZ2File("compressed.bz2", "rb") as f:
    compressed_data = f.read()

# Decompress the data
uncompressed_data = bz2.decompress(compressed_data)

Needs Input Attribute:

The needs_input attribute tells you if there is more uncompressed data available after the current call to decompress().

True: More data is waiting to be unzipped. False: All data has been unzipped.

EOFError:

If you try to unzip data after all the data has been unzipped, you'll get an EOFError.

Unused Data Attribute:

If there is data after the end of the compressed data, it's stored in the unused_data attribute.

Real-World Applications:

Compressing and decompressing files for storage or transmission
Zipping large datasets for faster loading times
Creating backups of important data

Attribute: eof

Explanation:

The eof attribute in the bz2 module is a boolean value that indicates whether you have reached the end of the compressed data.
It's like reaching the last page of a book or the end of a movie.

Code Example:

import bz2

# Open a file for reading compressed data
with bz2.open("my_data.bz2", "rb") as f:
    # Read the compressed data
    data = f.read()

    # Check if the end of the compressed data has been reached
    if f.eof:
        print("End of file reached")

Real-World Application:

Data Compression:
- The eof attribute can help you determine when you've reached the end of a compressed file, allowing you to stop reading and release resources.
Data Integrity:
- Verifying the eof attribute can help ensure that your compressed data has been fully transmitted and received without any gaps or errors.

Attribute: unused_data

Simplified Explanation:

Imagine you have a compressed file. When you open it, you expect to find the data you're looking for. However, sometimes there may be extra data at the end of the compressed file that you don't need. This extra data is stored in the unused_data attribute.

Detailed Explanation:

The unused_data attribute contains any data that appears after the end of the compressed stream. This data is typically not useful and can be safely ignored.

Example:

Here's an example that shows how to access the unused_data attribute:

import bz2

with bz2.open('compressed_file.bz2', 'rb') as f:
    data = f.read()
    unused_data = f.unused_data

In this example, data will contain the actual data from the compressed file, while unused_data will contain any leftover data that was present after the compressed stream ended.

Potential Applications:

The unused_data attribute is typically not useful for everyday applications. However, it can be helpful for debugging purposes or for analyzing compressed files. For example, you could use the unused_data attribute to identify any potential errors in the compression process.

Attribute: needs_input

Explanation: The needs_input attribute checks if the decompress method needs more uncompressed data to continue decompressing.

Real-World Example: Suppose you have a compressed file named "myfile.bz2" and you want to decompress it. You can use the following code:

with bz2.BZ2File("myfile.bz2", "rb") as input_file:
    data = input_file.read()

In this case, the read() method will keep reading the compressed file until it reaches the end or until it needs more uncompressed data to continue. If needs_input is True, it means that the read() method needs more data to continue decompressing.

Potential Applications:

Decompressing files downloaded from the internet
Extracting files from compressed archives
Streaming data from a compressed source

Simplified Explanation:

Imagine you have a box full of toys that are squished together. You want to un-squish the toys, but the box is too small for all the toys to fit at once. You have to take some toys out, un-squish them, and then put them back in the box. The needs_input attribute tells you if you need to take more toys out of the box before you can continue un-squishing.

BZ2 Compression in Python

What is BZ2 Compression?

BZ2 is a compression algorithm that reduces the size of data without losing any information. It's often used to compress files such as archives or backups.

Using the compress() Function

The bz2 module in Python provides the compress() function to compress data. Here's a simplified explanation of how to use it:

Import the bz2 Module:
```
import bz2
```
Compress Data:
To compress a string of data named data, use the compress() function:
```
compressed_data = bz2.compress(data)
```
compress_data now contains the compressed version of data.
Compression Level (Optional):
You can specify the compression level (1-9) to control how much the data is compressed. A higher level means more compression but slower execution. The default level is 9 (maximum compression).
Incremental Compression:
The compress() function is designed for one-time compression. For incremental compression, where you want to compress data in chunks, use a BZ2Compressor object instead.

Real-World Examples

File Compression: Compress large files to save storage space or reduce transmission time.
Backup Compression: Compress backups to reduce disk space and make them more manageable.
Data Transmission: Compress data before sending it over a network to reduce bandwidth usage.

Code Snippet

Here's a complete code example that compresses a string and then decompresses it:

import bz2

# Compress a string
compressed_data = bz2.compress("Hello World!")

# Decompress the compressed data
decompressed_data = bz2.decompress(compressed_data)

# The decompressed data is the original string
print(decompressed_data)

Potential Applications

Data Archiving: Store large amounts of data in compressed form to save storage space.
File Transfer: Compress files before transferring them over slow networks to reduce transmission time.
Backup Storage: Compress backups to reduce storage requirements and make them more portable.

Topic 1: BZ2 Decompression

What is decompression?

Imagine you have a vacuum-sealed bag of food from the grocery store. When you open the bag, the air rushes in and the food expands back to its original size. That's decompression!

How does the decompress() function work?

The decompress() function takes in some data that has been compressed using the BZ2 algorithm. It blows up the compressed data back to its original, uncompressed form.

Real-world application:

You download a compressed file from the internet and want to open it on your computer. To do this, you'll need to first decompress the file using a program that supports BZ2 decompression.

Code example:

import bz2

# Here's some compressed data:
compressed_data = b"BZh91AY&SY........"

# Decompress the data:
decompressed_data = bz2.decompress(compressed_data)

# Now you can use the decompressed data:
print(decompressed_data)

Topic 2: Incremental Decompression

What is incremental decompression?

Sometimes you may have a very large compressed file and you don't want to wait for the entire file to be decompressed before you can start using it. Incremental decompression allows you to decompress the file in smaller chunks as you need them.

How does the BZ2Decompressor class work?

The BZ2Decompressor class is a special tool that lets you decompress data in chunks. You can keep feeding it new data and it will keep decompressing it until you tell it to stop.

Real-world application:

You're streaming a compressed video file from the internet and want to start watching it as soon as possible. The video player will use incremental decompression to decompress the video data as it arrives, so you can start watching before the entire file has been downloaded.

Code example:

import bz2

# Here's some compressed data:
compressed_data = b"BZh91AY&SY........"

# Create a decompressor object:
decompressor = bz2.BZ2Decompressor()

# Decompress the data in chunks:
chunk_size = 1024  # Decompress 1024 bytes at a time
decompressed_data = b""
while True:
    chunk = decompressor.decompress(compressed_data, chunk_size)
    if not chunk:
        break
    decompressed_data += chunk

# Now you can use the decompressed data:
print(decompressed_data)

Topic 3: Compression and Decompression with Round-Trip

What is round-trip compression?

Round-trip compression is the process of compressing data, decompressing it, and then checking if the decompressed data is the same as the original data.

Why is round-trip compression important?

Round-trip compression is important because it allows us to verify that our compression algorithm is working correctly. If the decompressed data is not the same as the original data, then there is a bug in the compression algorithm and we need to fix it.

How does the compress() and decompress() functions work together for round-trip?

The compress() function takes in data and compresses it. The decompress() function takes in the compressed data and decompresses it. By comparing the original data to the decompressed data, we can verify that the compression algorithm is working correctly.

Real-world application:

Anytime you want to compress data, you should also perform round-trip compression to make sure the data is not corrupted during compression. This is especially important if you are compressing sensitive data.

Code example:

import bz2

# Here's some data:
data = b"Hello, world!"

# Compress the data:
compressed_data = bz2.compress(data)

# Decompress the data:
decompressed_data = bz2.decompress(compressed_data)

# Check if the decompressed data is the same as the original data:
if data == decompressed_data:
    print("Compression algorithm is working correctly!")
else:
    print("Error in compression algorithm!")

Topic 4: Writing and Reading Compressed Files

How to write compressed files:

The bz2.open() function can be used to open a file for writing compressed data. The mode parameter should be set to "wb" to indicate that the file will be opened for writing in binary mode.

How to read compressed files:

The bz2.open() function can be used to open a file for reading compressed data. The mode parameter should be set to "rb" to indicate that the file will be opened for reading in binary mode.

Real-world application:

Compressing files can save space on your hard drive or make it easier to transfer files over the internet.

Code example:

Writing a compressed file:

import bz2

# Open a file for writing compressed data:
with bz2.open("myfile.bz2", "wb") as f:
    # Write data to the file:
    f.write(b"Hello, world!")

Reading a compressed file:

import bz2

# Open a file for reading compressed data:
with bz2.open("myfile.bz2", "rb") as f:
    # Read data from the file:
    data = f.read()

# Decompress the data:
decompressed_data = bz2.decompress(data)

# Use the decompressed data:
print(decompressed_data)

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