Json compression algorithm. – Compression: Snappy or LZO for .
Json compression algorithm 84, LZ4 came in at 18. Streaming Pipelines & Real time / near real time workloads: – File Format: Avro or JSON. What is Data Compression? Data compression is the process of encoding information using fewer bits. Latest version: 3. 📌 Without Compression: JSON Web Encryption (JWE) Abstract JSON Web Encryption (JWE) represents encrypted content using JSON-based data structures. Different languages also support different compression algorithms, including a customized compressor. Next up, here's our cast of compression algorithms we'll be testing: The venerable GZip BZip2 - Apparently GZIP, but smaller and slightly more computationally expensive XZ (the newer child of LZMA2) 7zip Google's Brotli The AnotherJsonLib. Oct 15, 2024 · In the latest PostgreSQL versions, two compression algorithms are used: PGLZ (PostgreSQL LZ) and LZ4. For some documents, size reduction of up to 70% lowers the bandwidth capacity needs. NET Core apps. If approved, designated experts should notify IANA within three weeks. Mar 18, 2025 · To compress and decompress data in JSON, you can utilize various techniques and libraries depending on your programming environment. The Zstandard (ZSTD) library is open source software and uses a BSD license. The level 0 compression performs the most basic compression by removing keys (property names) from the structure creating a header on index 0 with each property name. Zstandard is a fast compression algorithm, providing high compression ratios. REST resource representation compression is the process of reducing the size of JSON, XML, or other responses before sending them to the client. This procedure returns the estimated disk space you can expect from the chosen compression Jun 28, 2011 · Here you'll find an analysis of two JSON compressors algorithms and a conclusion whether JSON compression is useful and when it should be used. Common options include gzip, compress, and br (Brotli). Most modern web servers and clients support this out of the box. After forking the code and editing it a bit, I managed to get it to work with luau. Strings are processed to swap out common json characters with ones that won't be escaped in the URL. However, Zstandard, at the default setting, shows substantial improvements in both compression speed and decompression speed, while compressing at the same ratio as zlib. Contribute to pieroxy/lz-string development by creating an account on GitHub. Compression Method Feb 15, 2016 · Testing Our goal was to find the combination of encoding protocol and compression algorithm with the most compact result at the highest speed. Apr 9, 2016 · Agreed, just use JSON, but compress it if you want to reduce the size over the wire or when you persist it. I've also looked into base64 (just to cover all the bases), which would This specification registers cryptographic algorithms and identifiers to be used with the JSON Web Signature (JWS), JSON Web Encryption (JWE), and JSON Web Key (JWK) specifications. Feb 5, 2025 · In this post, we explore common data formats such as CSV, Excel, JSON, Parquet, and Avro, examine different compression types, and discuss best practices for when and how to compress data during All compression algorithms work better for data that is large in size, too small of data could make the final result larger or unchanged size wise. Oct 24, 2023 · When compression is enabled, Spring Boot checks the Accept-Encoding header in the incoming request to determine which compression algorithm the client supports. The rate compression could variate from 7. Jun 14, 2025 · Data compression is a crucial aspect of modern computing, enabling faster data transfer and reduced storage needs. Contribute to beenotung/compress-json development by creating an account on GitHub. 8 MB of document-state JSON. Mar 15, 2024 · Compression and decompression data help the developer in many situations, e. 78, Zstandard offered a ratio of 43. Feb 11, 2025 · Timestamps. JSON Web Encryption (JWE) Abstract JSON Web Encryption (JWE) represents encrypted content using JSON-based data structures. Because of the formatted JSON, it is easy to view, but there are too many wraps, it is not convenient to pick 2, compressed JSON, just one line, more easy to pick Original Jun 20, 2020 · Choosing the best compression algorithm is a balancing game between the cost to store the data and the cost to compress the data, but you can choose the right balance according to your expected lifecycle and read patterns. Jun 7, 2018 · This specification defines a set of algorithms for programmatic transformations of JSON-LD documents. The extra The reason compressing JSON got so close to compressing raw text file is because the compression algorithm is able to effectively deduplicate and compress property names and JSON syntax overhead ({}[]":, characters) Among various compression algorithms, Brotli stands out due to its superior compression ratio and speed. T ere are more than one available. For some languages, it is also possible to control compression settings at the channel level. When comparing JSON to XML, it has several advantages over the last one. The data being transferred contains elevation measurements. You can use ZSTD compression levels to adjust the compression ratio and speed according to your requirements For data in CSV, TSV, and JSON, Athena determines the compression type from the file extension. Jan 23, 2015 · JSON Web Encryption Compression Algorithms Registration Procedure (s) Specification Required Expert (s) Sean Turner, Mike Jones, Filip Skokan Reference [RFC7518] Note Registration requests should be sent to the mailing list described in [RFC7518]. Compression algorithms have attempted to address this by using pre-shared dictionaries to effectively jump-start. Utility. Oct 15, 2023 · This report presents a comparison between three lossless data compression algorithms, Zstandard, zlib, and LZ4; carrying out analyses of five different data types: text, images, PDF, CSV, and JSON. Its format is Jul 6, 2023 · A compression algorithm can still chew on stuff like repetitive map keys, but unless the strings are full of escape sequences (unlikely for object attributes, I think) their contents would have equal size in both MessagePack and JSON. JSON is really simple, it has a self Jan 4, 2025 · Compression reduces the amount of data sent over the network, which is especially important for applications with high traffic or large payloads (e. Here’s how each library scored: Zlib achieved a compression ratio of 27. Here you'll find an analysis of two JSON [1] compressors algorithms and a conclusion whether JSON [1] compression is u ween a web server and a browser. txt (the infamous password list) My personal FLAC library Flight Data JSON Original File Size: 123. This removes the overhead of Keys appearing for every object. It is easy for humans to read and write. Here is a comparison of the compression ratios of Smaz and JsonCompress using the string-benchmarks from the Smaz repo, wrapped in simple JSON strings. For one it converts everything to text. Implementing Compression in Code Let’s see how to implement a widely-used compression method using JavaScript’s built-in zlib library, ideal for compressing JSON responses in server Apr 7, 2025 · Choosing the Right Combination It is very important to select the right match of data format and compression algorithm The effectiveness of a compression algorithm depends majorly on the use case and the data format: 1. It's designed to help reduce the size of JSON data for storage or transmission while preserving all information. As Aaronaught said that if you use the GZipStream to compress a file , the result can be opened by archivers such as WinZip or the gzip tool. It uses a more sophisticated dictionary-based compression approach and is particularly effective for text-based content like JSON, HTML, CSS, and JavaScript. The input JSON object is first packed into a homogeneous array and then stringified before compression. The main goal of the data compression process is to reduce the size while ensuring no data loss in the original file. For Python developers, choosing Aug 20, 2014 · I'm looking for a compression scheme that lends itself to highly repeatable data using python (django) and javascript. For the JSON data I used for testing, keeping the data as JSON and using Brotli compression was the best solution. The Zstandard real-time data compression algorithm is a fast compression algorithm that provides high compression ratios. One of the most … Oct 13, 2024 · Data compression can reduce network transmission traffic for I/O loads and disk storage space. org/Comparison_of_Compression_Algorithms. Developed by Google, Brotli is designed for web content delivery and is particularly effective for text-based formats like HTML, CSS, and JSON. , JSON, XML, or HTML). Compression algorithms shrink data size by eliminating redundancy, but not all methods are created equal. SON [1] compression algorithms. Benefits of JSON Compression Some of advantage when you compress JSON, the following are benefits that will you get it. Aug 15, 2024 · source image url Why Use Response Compression? When a client requests data from an API, the response can sometimes be quite large, especially if it contains extensive JSON data. I did a pretty comprehensive comparison of the alternatives, and that was the conclusion we came to. js, no external deps required, using the zlib module. json() to write compressed JSONlines files. 6 days ago · In today’s data-driven world, efficient storage and transmission of string data—whether it’s log files, JSON payloads, CSV datasets, or plain text—are critical for optimizing bandwidth, reducing storage costs, and improving application performance. Here is a benchmar for compression ratios and speed https://linuxreviews. category) will be placed together and the compression algorithm will be able to compress it more efficiently. In this blog post, I'll describe optimizing the Rails caching mechanism using the Brotli compression algorithm instead of the default Gzip. Nov 11, 2023 · In this comprehensive guide, we‘ll dive deep into string compression in Python. If you’re only dealing with strings that are 20-30 characters don’t even bother trying to reduce their size, but try to compress the entire JSON file then uncompress once needed. Sep 29, 2023 · Kafka message compression is a powerful feature that allows you to reduce the size of messages, conserving valuable storage and network resources. br" echo "Compressing ${input_file} with quality ${level}" Nov 21, 2024 · 5. 42. It can be used as a data interchange format, just like XML. This article explores various compression techniques for JSONL files, helping you balance storage efficiency with processing speed. Choosing what algorithm to use is not that straightforward. Introduction Brotli is a generic-purpose lossless compression algorithm that compresses data using a combination of a modern variant of the LZ77 algorithm, Huffman coding and 2nd order context modeling, with a compression ratio comparable to the best currently available general-purpose compression methods. Compress JSON helps to minimize the size Convenient way to reduce the bandwidth needed for each request Feb 4, 2023 · In conclusion, reducing the size of a JSON file containing coordinate pairs can be done through the use of Gzip compression and the Douglas Peucker algorithm. Compresses a JSON object using Gzip compression algorithm. Next levels make it possible to reduce even more the size of the JSON by assuming that there are duplicated Jul 24, 2023 · A protip by tomascorralcasas about json, gzip, compression, javascript, and jsonc. Status of This Memo This is an Internet Standards Track Aug 1, 2025 · Abstract To address the low compression efficiency of short JSON time-series data in IoT cloud-edge interaction scenarios, this paper proposes the DSC compression algorithm, which is based on three core operations: dictionary substitution, serialization encoding, and content compression. In this technique, compression ratio isn’t very much. Contribute to lz4/lz4 development by creating an account on GitHub. There are 36 other projects in the npm registry using compress-json. An implementation an encoder using DEFLATE compression algorithm in pure Rust. ISSN: 2070-1721 JSON Web Algorithms (JWA) Abstract This specification registers cryptographic algorithms and identifiers to be used with the JSON Web Signature (JWS), JSON Web Encryption (JWE), and JSON Web Key (JWK) specifications. May 7, 2025 · This article delves into the challenges posed by large JSON responses and explores compression techniques—specifically Gzip and Brotli—to mitigate these issues effectively. … Continue reading Compressing JSON: gzip vs zstd Dec 27, 2008 · What would be the best compression algorithm to use to compress packets before sending them over the wire? The packets are encoded using JSON. 17% using these settings to compress 1. But with several algorithms to choose from — including Gzip, Deflate, Brotli, and Zstandard (Zstd) — how do you know which one is the best for your website? Jul 12, 2019 · It is physically impossible to design a lossless compression algorithm that will reduce the size of every input document. Compression For large JSON payloads, consider using compression algorithms like gzip to reduce transfer sizes. Here is a related thread you can refer to. The fastest algorithm, lz4, results in lower compression ratios; xz, which has the highest compression ratio, suffers from a slow compression speed. The Universal Binary JSON specification does not use compression algorithms to achieve smaller storage sizes. Lossy compression algorithms permanently remove some unnecessary information. Reclaiming several KB per trip across hundreds of millions of trips during the year would save us lots of space and give us room to grow. Mar 19, 2025 · # Extract filename without extension (before the last dot) filename="${filename%. Cryptographic algorithms and identifiers for use with this specification are described in the separate JSON Web Algorithms (JWA) specification and IANA registries defined by that specification. Feb 7, 2025 · Discover the advantages and techniques of using Gzip to compress JSON payloads, enhancing web performance and reducing data transfer sizes. – Compression: Snappy or LZO for JSON parse and stringify with compression. Faster Network Transmission: Since smaller data packets are sent over the network, the response reaches Mar 19, 2025 · However, Google is building on top of DEFLATE to offer enhanced techniques and compress data to a greater, faster standard. net framework just implements that one compression algorithm). It also offers a special mode for small data, called dictionary compression. These algorithms exploit patterns and redundancies within the data to achieve size reduction. JSONC. 1 day ago · Common lossless compression algorithms used for JSON include gzip and Brotli. 23, Brotli impressed with a ratio of 64. JSON compression is the process of reducing the size of JSON data to save bandwidth and improve load times. It can compress to 55% of original size if the data has a recursive structure. I'll also discuss a more advanced technique of using in-memory cache for Nov 4, 2023 · In REST, compression, like encryption, happens to a representation in transit, and it must be undone via decryption before the client can use the representation. Some of them are encoding, restructuring, and modifying. 81% depending of the type and values of data. A compression algorithm for JSON. Contribute to jgranstrom/zipson development by creating an account on GitHub. Most of the gzip competitors beat it in time (LZ4) or space (LZMA or Bzip) but zstd's aim was always to replace gzip by not extending the time-space tradeoff curve but rather moving the whole curve. Restructuring data according to the defined transformations often dramatically simplifies its usage. May 26, 2020 · HTTP content compression has a significant impact on the client-side performance of a web app. Mar 26, 2014 · More sophisticated algorithms are capable of achieving yet higher compression rates, although usually at the expense of speed. May 10, 2010 · Deflate is the pure compression algorithm, while GZipStream includes a CRC checksum and could be extended by writing different compression algorithms (The current . com Jun 30, 2021 · JSON is the de facto standard for exchanging data on the Internet. We can reduce the size of a given file using different processes. This process starts by recognizing repeated patterns, and then based on what algorithm you are using, those repeated patterns are removed. Dec 23, 2024 · Reduced Payload Size: Compression reduces the size of the API response payload (e. Sep 6, 2025 · The Compression Streams API provides a JavaScript API for compressing and decompressing streams of data using the gzip or deflate formats. The deflate algorithm is an older compression algorithm that is still widely used Jul 1, 2024 · Learn about response compression and how to use Response Compression Middleware in ASP. In this article, we'll delve into the world of Gzip, exploring its benefits, implementation, and advanced topics to help you master this Nov 25, 2024 · Text compression is a game-changer in web development, helping developers deliver faster, more efficient applications. Athena supports reading and writing ZSTD compressed ORC, Parquet, and text file data. It is relatively simple text format inspired by JavaScript. You will have to take into consideration the following criteria: the programming languages you are using, and if you can find a well supported implementation balance between compressed size vs CPU usage balance between compression and decompression speed and CPU usage You should do your benchmark tests, with your own data and/or do Aug 31, 2016 · When you are compressing small data, such as pages in a database or tiny JSON documents being sent to your mobile device, there simply isn't much “past” to use to predict the future. Feb 16, 2016 · Since JSON data lends itself very well to compression, we were convinced we could find an algorithm that could squeeze the data without sacrificing performance. JSON implements the compression of JSON values (algorithm ideas first turn into object, then turn back to strings) Why is JSON to compress: 1. Oct 16, 2025 · Compression: Using algorithms like Gzip or Deflate to compress the JSON data. May 18, 2022 · Optimizing API Performance with ZSTD Compression and Protocol Buffers Building high-performance REST APIs for serving large payloads is no easy task. Compressing these Feb 26, 2020 · The second benefit — now it’s more likely that similar data (like product. 3. From the tests, we wanted to record three primary metrics: The total CPU time to convert from JSON, serialize, and compress See full list on baeldung. Learn how to use it. Dec 6, 2019 · We have about 1500 templates totaling 133. 5% to 32. Related digital signature and Message Authentication Code (MAC) capabilities are described in the separate JSON Jan 4, 2025 · Supercharge Your Web App’s Speed Compression Techniques in Spring Boot In the world of web applications, performance is a critical factor that can make or break user experience. I say "relatively simple" because you can read and understand the entire JSON specification in minutes. In an age where performance and speed are synonymous with user satisfaction and service quality, optimizing the size of JSON data can have a substantial impact on the responsiveness of applications and services. Dec 9, 2020 · Compression chapter of the 2020 Web Almanac covering HTTP compression, algorithms, content types, 1st party and 3rd party compression and opportunities. *}" compression_levels=(0 5 10) for level in "${compression_levels[@]}" do output_file="${filename}-${level}. If no file extension is present, Athena treats the data as uncompressed plain text. A second problem is its excessive use of quotes, whi Store JSON data in space efficient manner. For example, most JSON compression methods are based on the structure of JSON files. It defines several IANA registries for these identifiers. 0 MB And the winner for squishing JSON is… bzip2! It delivered the best compression ratio with a respectable compression time. Recommended compression algorithm Kafka instances of version 2. Sep 12, 2024 · This report presents a comparison between three lossless data compression algorithms, Zstandard, zlib, and LZ4; carrying out analyses of five different data types: text, images, PDF, CSV, and JSON. LZ-based compression algorithm for JavaScript. Jan 17, 2016 · You can compress any kind of binary data (strings, Buffers) with Node. Partial Updates Instead of sending entire JSON objects for updates, use JSON Patch to send only the changes. I was able to get a ratio of about 4. * and later support the ZSTD compression format, which has excellent compression ratio, efficiency, and CPU performance. Mar 11, 2025 · Learn how to choose the best serialization formats and compression strategies in Kafka to reduce latency, lower storage costs, and improve throughput in real-time streaming systems. One of the easiest ways to achieve this is through compression. Oct 16, 2012 · I heard something about MsgPack that can be used for compressing json messages, but I have a question about that, why not simply using Gzip/Deflate instead of MsgPack? I think it's so better to deb convert JSON data to space efficient format. Serialization Optimization: Using more efficient data structures or serialization libraries that can represent the data in a more compact way. One of the most widely used compression tools is Gzip, a lossless compression algorithm that has been a staple in the industry for decades. . May 12, 2025 · After years of delay and pitfalls, we implemented Snappy compression for JSON data in S3’s staging area. This smaller payload travels faster over the network, reducing transmission time. I won’t go too in-depth about how zlib/deflate works (you can find many articles/such Aug 4, 2015 · JSON Compression algorithms 作者 Alex 原文链接 About JSON (Java Script Object Notation) is a lightweight data-interchange format. For example, a JSON response of 1 MB could be compressed to ~200 KB using gzip or similar algorithms. Extremely Fast Compression algorithm. 0, last published: 22 days ago. I have from there created an easy to use compression library which takes an input string and outputs a compressed string. But the real best solution to pick dpeends heavily of the data itself. For instance, a client might send Accept-Encoding: gzip,compress to indicate it supports both gzip and compress formats. Related digital signature Jul 3, 2021 · The whole point of gzip was to make the patented "compress" algorithm obsolete and you can't make an algorithm obsolete unless you beat it in both time and space. We‘ll cover: What string compression is and why it‘s useful Common compression algorithms like run-length encoding Using Python‘s built-in compression libraries Writing custom compression functions Compressing different data types like JSON and CSV files Benchmarking compression performance Optimizing A compression algorithm for JSON gjsonpack is a GoLang program to pack and unpack JSON data. Nov 11, 2023 · I can say yes, it can increase the app performance by doing compression. The result? A 72% reduction in storage usage and nearly 50% in cost savings — with Compression Algorithms for making data smaller 1200 of 1784 crates Sort: Best Popular New Introduction I did some digging and found a pure-lua version of the zlib/deflate compression library. Contribute to rgcl/jsonpack development by creating an account on GitHub. Jun 21, 2025 · The Sacrificial Files I tested the algorithms on a variety of data: Flight Data JSON OpenSSH Logs (because who doesn’t love reading logs?) rockyou. Brotli (br) Developed by Google, Brotli is a newer compression algorithm that typically achieves better compression ratios than gzip and generally takes fewer CPU cycles. However, the costs of an in-memory cache database could become significant for larger-scale projects. Nov 17, 2010 · I see a lot of references to "compressed JSON" when it comes to different serialization formats. Jun 15, 2024 · Lossless compression algorithms focus on reducing repetitive patterns. By compacting JSON data, we ensure quicker data transmission, reduced These data-type-specific algorithms can be divided into two categories: (1) Compression methods that rely on user-provided regular expressions or other structural knowledge to describe the data. Compressing JSON with CJSON algorithm Sep 12, 2023 · Caching is an effective way to speed up the performance of Rails applications. One common method involves converting the JSON data into a byte stream and then applying compression algorithms like GZIP or DEFLATE. take JavaScript transformation to GoLang, source repositories please see. Compression benchmarks The Smaz library is commonly used to compress small strings. Jul 13, 2025 · Two key HTTP headers handle data compression in REST APIs: Accept-Encoding: This header is sent by the client to specify the compression algorithms it supports. json() can handle gzipped JSONlines files automatically but there doesn't seem to be a way to get DataFrameWriter. Each file has 1200x1200 data points, which equates to about 2. Mar 25, 2025 · Discover a step-by-step approach to compressing JSON data, enhancing mobile app performance and improving user experience with practical techniques and tips. g. Would LZW be a good one for this or is there something Explore various compression techniques for handling large JSON payloads, including general-purpose algorithms and binary JSON formats, with practical considerations. Furthermore, this document proposes an Application Programming Interface (API) for developers implementing the specified algorithms. Formats like DOCX and XLSX probably won't compress much because they're already compressed. Nov 11, 2019 · Compression chapter of the 2019 Web Almanac covering HTTP compression, algorithms, content types, 1st party and 3rd party compression and opportunities. For this set of documents we tried every combination of binary format and compression algorithm (at their various compression levels [2]). It is easy for machines to parse and generate. In this blog post, I'll describe different methods for compressing dynamic and static content in Ruby on Rails apps using Gzip and Brotli algorithms. Mar 18, 2024 · Data compression is the process of reducing the size of a file using some compression algorithm. The LZ4 data compression algorithm offers significant benefits compared to pglz, namely when it comes to PostgreSQL performance. 32 GiB of JSON data. Zstandard library is provided as open source software using a BSD license. Jun 26, 2011 · This algorithms provides several level of compression (from 0 to 4). Dec 27, 2023 · Here‘s what I‘ll cover: What exactly is zlib and how it compresses data Using zlib in Python with practical code examples Compressing text, JSON, images and more Achievable compression ratios across different data types Performance benchmarks vs other Python compression libraries Best practices and recommendations for maximum efficiency Compression Ratio The compression ratio is a key metric that represents how effectively a compression algorithm can reduce the size of the input data. As a thought experiment, imagine that such a compressor existed and could compress any document by at least one bit. Of course, compression ratio will vary significantly with the input. LZMA Everywhere LZMA-JS is a JavaScript implementation of the Lempel-Ziv-Markov (LZMA) chain compression algorithm. After compressing a file, we apply a decoding algorithm in May 30, 2023 · Overview Compression is used to reduce the amount of bandwidth used when communicating between peers and can be enabled or disabled based on call or message level for all languages. Start using compress-json in your project by running `npm i compress-json`. 8 I did some extensive comparisons between different binary formats (MessagePack, BSON, Ion, Smile CBOR) and compression algorithms (Brotli, Gzip, XZ, Zstandard, bzip2). Apr 10, 2025 · We will see that this depend a lot on the chosen algorithm… SQL Server compression testing sp_estimate_data_compression_savings There is a very useful procedure while working with SQL Server compression and it is sp_estimate_data_compression_savings. Jan 11, 2021 · The gzip data format uses the same compression algorithm as the DeflateStream class. Oct 22, 2024 · When it comes to web performance optimization, reducing the size of the data sent from your server to the client is crucial. The reference library offers a very wide range of speed / compression trade-off, and is backed by an extremely fast decoder (see benchmarks below). , JSON or XML responses). 75MB in it's raw binary form uncompressed. Compression Data Flow: When enable_trace_compression=True, the trace selector constructs a Trace object from events, then calls to_compressed_json() which invokes the TraceCompressor to apply multiple compression strategies before passing reduced JSON to the LLM. Personally I've used gzip because it is fast, gets effective results, and works natively in the JVM. Both are variants of the LZ77 algorithm, but they are designed for different use cases. The size reduction is a side effect of the efficient binary storage format. Jul 24, 2023 · JSON Compression Optimization Before the optimization, JSON datasets occupied significant storage space and caused slow data transfer, hampering the application’s performance. The only catch Jan 3, 2018 · With smaller loads, it appears that bzip2 performs much better with smaller loads than any other algorithm. It reduces the size of the data 6 days ago · The COMPRESS function compresses the input expression, using the Gzip algorithm. To tackle this, I JSONCrush - Compress JSON into URL friendly strings This simple system allows for excellent compression of uri encoded JSON strings using the JSCrush algorithm! The JSCrush algorithm eliminates repeated substrings similar to the zip algorithm. Over the years, algorithms also got more efficient, and new ones are supported by clients and servers. By reducing the size of textual data such as HTML, CSS, JSON, and JavaScript, you can significantly improve load times, lower bandwidth usage, and enhance the user experience. Though JSON is a concise format, it is also better used over a slow network in compressed mode. We tested encoding protocol and compression algorithm combinations on 2,219 pseudorandom anonymized trips from Uber New York City (put in a text file as JSON). Negative values mean that the compressor actually increased the size. This topic describes the recommended compression algorithms. Larger values are better. ${extension}. If JSON is too space-inefficient, consider writing your own compression algorithm using things like base93 encoding and LZW compression (a lookup table that converts between keys and values seamlessly). JSON balloons it to between 5-6MB. The contents of a compression context depend on the format, algorithm and implementation in use. To reduce the size of HTTP requests and responses, data compression can be applied. , saving storage log files, improving transfer JSON responses, or saving bandwidth. Learn how Apache Kafka message compression works, why and how to use it, the five types of compression, configurations for the compression type, and how messages are decompressed. This guide explores the principles of text compression, its practical implementation, and how it Explore the latest research and developments in various scientific fields with this comprehensive collection of e-prints. If you compress with a DeflateStream, those tools won't recognize the file. Jul 4, 2025 · Compression is an important way to increase the performance of a website. PGLZ is suitable for mixed text and numeric data, such as XML or JSON in text form, providing a balance between compression speed and ratio. You can use either gzip or deflate compression algorithms, depending on your needs. Aug 11, 2015 · Apache Spark's DataFrameReader. Related digital signature I can't remember which card game the first dataset is from, but I do know that I found it in the awesome JSON datasets list. As JSONL (JSON Lines) becomes increasingly popular for storing and transferring large datasets, optimizing file size through compression becomes crucial. Introduction In modern web applications, especially those built with React, the volume of data transmitted between the frontend and backend can significantly impact performance. NEWTONSOFT. Although Snappy should be fairly portable, it is primarily optimized for 64-bit x86-compatible processors, and may run slower in other environments. JSON Web Encryption (JWE) represents encrypted content using JSON-based data structures. This can significantly reduce the amount of data transferred. How Brotli Uses Dictionaries to Improve Data Compression One technical aspect of data compression formats is the way Brotli compression uses existing known language and text within data dictionaries to employ its algorithm. Nov 5, 2025 · A compression context is the internal state maintained by a compression or decompression algorithm. Example for archiving we can consider store the dataset in CSV and apply Bzip codec as it will process faster and give the same storage performance. Aug 15, 2022 · I've come across compression algorithms, I tried creating a simple run-length encoding algorithm but I notice that when I searched other algorithms I was shocked to know that some algorithms can pr Aug 1, 2025 · Abstract To address the low compression efficiency of short JSON time-series data in IoT cloud-edge interaction scenarios, this paper proposes the DSC compression algorithm, which is based on three core operations: dictionary substitution, serialization encoding, and content compression. pack - Compress JSON objects using GZIP compression algorithm, to make the job JSONC uses a modification to use the gzip library and it encodes the gzipped string with Base64 to avoid url encode. Compression namespace provides functionality for compressing and decompressing JSON data using various compression algorithms. The current implementation is still a bit lacking speed-wise compared to C-libraries like zlib and miniz. From choosing the right compression algorithm to fine-tuning parameters and monitoring performance, this section provides a step-by-step roadmap for integrating JSON compression seamlessly into your projects. While gzip is still the worst performing algorithm, while xz and brotli, surprisingly, performed much worse than bzip2. This library provides functions to compress data using the DEFLATE algorithm, optionally wrapped using the zlib or gzip formats. What exactly is it? Is it just gzipped JSON or something else? Mar 22, 2021 · CSV-Bzip vs JSON-Bzip Bzip gives the same compression performance 97% with CSV and JSON, but the algorithm is four times faster with CSV format. KvJson aka Key-Value JSON is a simple yet powerful JSON compression library which transforms JSON into Keys and Values to save space. lrxhzsxdcssgnqfvxfuijqlgyrvspryjkyrwbkqqhixgcmhstfxozrtheenvxumqzeihtmhsq