10
Lesson 10
Writing data in binary format
Objective
By the end of this lesson, students will understand how to write data to files in binary format using Python's 'wb' (write binary) mode. They will learn to handle binary data correctly and will understand the differences between writing in text and binary formats.
1. Introduction to binary data and binary files:
Binary files store data in a format that is directly readable by computers rather than humans. Unlike text files, which are encoded as strings, binary files are written and read as bytes, making them suitable for non-text data like images, audio, and video files.
2. Using 'wb' Mode for binary writing:
The 'wb' mode stands for write binary. When a file is opened in 'wb' mode:
- Any existing content is overwritten.
- Data is written as bytes rather than text.
- If the file doesn’t exist, it will be created.
By the end of this lesson, students will understand how to write data to files in binary format using Python's 'wb' (write binary) mode. They will learn to handle binary data correctly and will understand the differences between writing in text and binary formats.
1. Introduction to binary data and binary files:
Binary files store data in a format that is directly readable by computers rather than humans. Unlike text files, which are encoded as strings, binary files are written and read as bytes, making them suitable for non-text data like images, audio, and video files.
2. Using 'wb' Mode for binary writing:
The 'wb' mode stands for write binary. When a file is opened in 'wb' mode:
- Any existing content is overwritten.
- Data is written as bytes rather than text.
- If the file doesn’t exist, it will be created.
with open("binary_file.bin", "wb") as file: binary_data = b"This is binary data" file.write(binary_data)
In this example, binary_data is written to binary_file.bin in binary format. The prefix 'b' indicates a byte string, which is necessary when working with binary files.
3. Handling binary data in Python:
When working with binary files, data should be stored as bytes, and encoding and decoding between string and byte representations may be necessary.
text_data = "Text to be binary encoded" binary_data = text_data.encode("utf-8") with open("binary_file.bin", "wb") as file: file.write(binary_data)
This code encodes text_data as utf-8 bytes before writing it to the binary file.
4. Practical applications of writing binary data:
Binary writing is essential when handling non-text files. Examples include:
- Image Files: Saving or modifying image data.
- Audio Files: Working with raw audio data.
- Serialized Data: Writing serialized objects in binary for efficient storage.
5. Important Considerations when writing binary files:
- Data encoding: Text data must be converted to bytes (e.g., str.encode()).
- Overwriting behavior: Opening a file in 'wb' mode overwrites existing content.
- Binary-specific methods: Binary files do not support string-based functions (like write("text") without byte conversion).
6. Practical examples and exercises:
Exercise 1: Encoding and writing text as binary
1. Encode a string using utf-8 and write it to a binary file.
2. Verify the content by reading it back in 'rb' mode.
Exercise 2: Saving image data
1. Read an image in binary mode ('rb').
2. Write the image data to a new file in 'wb' mode, effectively copying it.
Exercise 3: Serializing and writing objects
1. Serialize a Python dictionary to binary format using pickle and write it to a file.
2. Verify that the data was written in binary by re-opening the file in 'rb'.
Exercise 4: Working with large binary data
1. Create a large binary array using bytes().
2. Write chunks of the data to a file in 'wb' mode.
Conclusion
In this lesson, students learned how to write data in binary format using Python’s 'wb' mode. They explored converting text to bytes, writing serialized data, and handling files for non-text data like images. Writing in binary mode is essential for handling complex data types and is crucial for applications that involve multimedia files, serialization, and efficient storage.