Best compression algorithm for json

Best compression algorithm for json. The library ensure that the The rate compression could variate from 7. With EXI, you can operate on compressed XML data on the fly (without the need to uncompress or re-compress it). Apr 24, 2018 · There are many text-compression algorithms out there, but there are only three that are supported here for the compression (and decompression) of HTTP network requests: Gzip (gzip): The most widely used compression format for server and client interactions. NET Data Compression Algorithms. 7. Sep 24, 2008 · Your compression algorithm depends on what your trying to optimize, and how much bandwidth you have available. Second - I could not understand what you are trying to encrypt. Jul 24, 2023 · JSONC has two differents approaches to reduce the size of the amount of data to be transported: JSONC. Compression speed is around 530MB/s and decompression is around 1360MB/s. That brought 1,5GB of data down to 313MB. 1 # jsonm # json # compression. 4 and later. codec: best_compression instructs Elasticsearch to use blocks of 60kB compressed with DEFLATE. Compression algorithms. Perform Algorithm Verification Libraries enable the caller to specify a supported set of algorithms and use any other algorithms when performing cryptographic operations. Jul 23, 2019 · LZMA2 level 3 offered the best size/speed ratio for this scenario, followed by Gzip. ⚡An Easy-to-Use and Optimized compression library for . 6 Lossless Data Compression Jan 23, 2015 · JSON Object Signing and Encryption (JOSE) Created 2015-01-23 Last Updated 2023-08-20 Available Formats XML HTML Plain text. Jul 27, 2017 · When the Brotli compression algorithm was released in 2015, the TV show Silicon Valley was popular, and characters used the Weissman score to measure the performance of their compression algorithm. This algorithm effectively reduces the size of the input string, making it ideal for minimizing data storage requirements and optimizing data transfer over Dec 9, 2020 · Figure 19. What is Json? Json is a text-based data interchange format designed to store and transport data. Feb 9, 2020 · json; compression; gzip; Share. The compression level is a non-negative integer. Solid Compression: One distinctive feature of the RAR algorithm is “solid” compression. For the Real dataset the best compression ratio had brotli, the Jun 7, 2018 · To allow these algorithms to be adapted for syntaxes other than JSON, the algorithms operate on the JSON-LD internal representation, which uses the generic concepts of arrays, dictionaries, strings, numbers, booleans, and null to describe the data represented by a JSON document. IO. There are more than one available. It is interesting to see there is not as large a variance between compression algorithms, which implies that the default compression level is chosen in such a way that compression is 2 to 3. I have from there created an easy to use compression library which takes an input string and outputs a compressed string. It is worth mentioning that compression does not usually make sense for JPG or PNG images. pack(json, { verbose: true }); packs with verbose only Aug 31, 2016 · There are three standard metrics for comparing compression algorithms and implementations: Compression ratio: The original size (numerator) compared with the compressed size (denominator), measured in unitless data as a size ratio of 1. Algorithms act on this internal representation with API entry Payload compression for any large JWT, not just JWEs. Brotli performance is: with Javascript files typically, the compression is better by 14% compared to GZip. Comparing both graphs, we observed that the sweet spot would be LZMA2 using compression level 3. Sample data in use: json data of 109,164 threads and 724,905 post crawled from a discuz forum. What can you do with JSON Minifier? It helps to Minify/Compress your JSON data. Here's a complete working implementation in C i adapted from Apr 30, 2015 · How to measure compression. Create a serialize/deserialize function which takes a JSON file and creates a compressed binary storing your data as compactly as is reasonable, then read that format on the other end of the line. js, no external deps required, using the zlib module. 5% to 32. Here are a few: Reduced JSON File Size: Minifying JSON removes unnecessary whitespace, line breaks, and indentation from the code, significantly lowering the file size. For instance, compared to the fastest mode of zlib, Snappy is an order of magnitude faster for most inputs, but the resulting compressed files are anywhere from 20% to 100% bigger. AVRO. A string with compression method and optional compression level. Jul 13, 2012 · As said by @JamWaffles, this is the best JSON is able to do concerning compression. Usually it provides high compression ratio and high speed for text files. On to the observations. Apr 9, 2016 · JSON is meant for readability. NET that unified several compression algorithms including LZ4, Snappy, Zstd, LZMA, Brotli, GZip, ZLib, and Deflate. And in your case (the line of code you delivered), compressing further may be overkill. * Codec support may vary between readers based on the format version and * libraries available at runtime. The Gzip compression format has been around for almost 30 years and is a lossless algorithm based on the Deflate algorithm. Mar 18, 2024 · However, there were some issues with the compression algorithms. Compression namespace comprises methods to compress files and strings. With AVRO we have strong compression rate with 92% for wikimedia and 96% for trip data. May 28, 2020 · In this article, you will discover six different types of lossless data compression algorithms, and four image and video compression algorithms based on deep learning. The db. After forking the code and editing it a bit, I managed to get it to work with luau. g. At the moment you are considering general-purpose compression algorithms like DEFLATE and LZO. json command then look for ID Jun 21, 2023 · Use appropriate compression: Consider factors such as compression ratio, decompression speed, and CPU overhead to choose the best compression algorithms for your workflow. It is not data type-specific and is designed for real-time compression. Supported methods are: SNAPPY. 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 . Utilize our online JSON tools for quick formatting, validation, compression, and conversion. js. com Dec 6, 2019 · 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. This article explains the basics of compressed Json, how it is compressed, the benefits and considerations to keep in mind when working with compressed Json, and best practices for compressing Json files. Apr 13, 2013 · Optimizing for fast compression: When it comes to the best algorithm when optimizing primarily for compression speed, there is no clear winner in my opinion but lz4 is a good candidate. Over the years, algorithms also got more efficient, and new ones are supported by clients and servers. ZSTD. Generally, you should expect zstd to compress slightly better than gzip. Compression namespace in C#. Nov 11, 2019 · Figure 15. What is Gzip Compression? The two most common compression algorithms are Gzip and Brotli. JSONC. The compression level is specified in parentheses, for example: zlib(1). Registries included below. Compression by content type for mobile. Nov 12, 2008 · All integers are positive. Note that the algorithm cannot be lossy. Jul 12, 2017 · In my case I am trying to compress json with embedded documents. * * Codecs added in 2. The Compression framework enables your app to provide lossless compression when saving or sharing files and data. Compression algorithm for HTTP responses. unpack( lzwString ); Decompress a JSON compressed object using JSONC from a LZW string: // Returns the original JSON object. HTML and JSON with their repetitive key names and markup components are, therefore, perfect candidates for compression. Encoding by definition Nov 11, 2023 · String compression is an important technique in Python for reducing the size of text data. For best compression ratio with LZMA2 use 1 or 2 CPU threads. BZip2 Navigating the JSON Compression Landscape. Switch between JSON and XML effortlessly, with additional tools to beautify or minify your JSON strings, catering to developers needs. Would LZW be a good one for this or is there something better? See full list on baeldung. Optimize file and row group size: The size of files and row groups must balance efficient data access and storage. Jun 25, 2023 · The response compression middleware is capable of reacting to quality value (qvalue, q) weighting when sent by the client to prioritize compression schemes. The color of each box represents how many of these resources were served compressed, orange indicates a low percentage of compression while blue indicates a high percentage of Fortunately, while the Universal Binary JSON specification carries these tenants of simplicity forward, it is also able to take advantage of optimized binary data structures that are (on average) 30% smaller than compacted JSON and specified for ultimate read performance; bringing simplicity, size and performance all together into a single specification that is 100% compatible with JSON. 1. You can use either gzip or deflate compression algorithms, depending on your needs. For my tests, I choose a JSON file that is representative of real-world JSON: twitter. Jul 24, 2023 · JSON Compression Optimization. For some documents, size reduction of up to 70% lowers the bandwidth capacity needs. We‘ll cover: What string compression is and why it‘s useful […] Zstandard is a fast compression algorithm, providing high compression ratios. JSON is a data format that is gaining popularity and used extensively in many AJAX-powered Websites. a fast, minimally lossy compression algorithm for mass spectrometry data. For more information, see RFC 9110: Accept-Encoding. – JSON Minifier is very simple and easy way to minify JSON Data and Share with others. Snowflake uses this option to detect how an already-compressed data file was compressed so that the compressed data in the file can be extracted for loading. I want to compress it before save to database. Compressing the docs before converting to base64 would make the customer unhappy. Best Practices The best practices listed below should be applied by practitioners to mitigate the threats listed in the preceding section. I'm not sure what string you tested this with, but it possibly wasn't in need of compression, which would likely give you the increased size. 7z, highest compression, algorythm LZMA2, biggest dictionary size and word size (for big files). More specific, compress can be a little slow (since only once) but should be small. The dictionary-based lossless compression algorithm works by first building up a dictionary that contains a series of pointers pointing to symbols. But the powers of mathematics push compression algorithms away from the top right. Jul 1, 2021 · I pick one popular choice: zstd. Feb 9, 2022 · As stated above, most modern web browsers will accept 3 main compression algorithms. Nov 17, 2010 · The most likely answer is that it really is just gzipped JSON. Compressing JSON with CJSON algorithm CSJON compress the JSON with automatic type extraction. I am just curious what the best compression algorithm is to tackle this. NET 5, developers have access to the System. 4. 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. What would be the best algorithm to compress this? I tried the deflate algorithm but that gives me only 50% compression. 0 or greater. Jan 12, 2021 · It should be drastically simpler and faster than anything that uses trees in any capacity, such as Huffman coding, LZW or practically every compression algorithm that remotely tries to achieve better compression. If you're on a gigibit LAN, almost any compression algorithm is going to slow your program down just a bit. JSON Web Encryption Compression Algorithms Registry This specification establishes the IANA "JSON Web Encryption Compression Algorithms" registry for JWE "zip" member values. As we navigate the JSON compression landscape, it becomes apparent that there isn’t a one-size-fits-all solution. stats() command returns many different storage statistics, but the two that matter for this comparison are storageSize and indexSize. and more… 1 day ago · zlib. The registry records the compression algorithm value and a reference to the specification that defines it. Jan 17, 2024 · The ORC file format, another column-oriented contender, might not be as well-known as Parquet, but it has its own perks. 4 can be read by readers based on 2. This enables the algorithm to identify and eliminate redundancy across files Online JSON Formatter and Online JSON Validator provide JSON converter tools to convert JSON to XML, JSON to CSV, and JSON to YAML also JSON Editor, JSONLint, JSON Checker, and JSON Cleaner. Dec 26, 2016 · No, we cannot. Copy, Paste, and Minify. It does not aim for maximum compression, or compatibility with any other compression library; instead, it aims for very high speeds and reasonable compression. For example, most JSON compression methods are based on the structure of JSON files. compress - Compress JSON objects using a map to reduce the size of the keys in JSON objects. Mar 3, 2021 · Brotli is a newer compression algorithm that can provide even better text compression results than gzip. Feb 4, 2023 · In this article, we’ll explore two methods to reduce the size of a JSON file containing coordinate pairs: Gzip compression and the Douglas Peucker algorithm. The best known ones will tend to each favor (slightly) a particular type of input pattern. gzip is a file format and a software application used for file compression and decompression. Compression Ratios. 81% depending of the type and values of data. However, any compression algorithm based on Lempel-Ziv techniques works best on large amounts of data. Retrieve a packed representation of the json ** Parameters ** json {Object|string}: A valid JSON Object or their string representation; parameters {[Object]}: A optional object verbose (devault is false): If is true, print a log message to the console at each step of packing example: jsonpack. When unloading data, compresses the data file using the specified compression algorithm. For lz4 we will use 3 compression levels: fast, 9 (default), 17 (maximum). Jul 6, 2018 · The supported compression types for Apache Parquet are specified in the parquet-format repository: /** * Supported compression algorithms. Free JSON Formatting Online and JSON Validator work well in Windows, Mac, Linux, Chrome, Firefox, Safari, and Edge. You tagged json, Gzip is an algorithm for compressing and not encoding. Jul 26, 2021 · Zstd is also a very good compression algorithm, providing higher compression ratio at slightly more CPU than Snappy. Gzip. Suppose that this is an XML file then you should first compress it using your favourite compression algorithm and then encrypt it using your favourite encryption algorithm. Various compression algorithms vie for attention, each bringing its unique set of strengths to the table. It is an output from the Twitter API. Jul 24, 2023 · Decompress a normal JSON object from a LZW string: // Returns the original JSON object. While the Weissman score was developed for fictional use on that show, it’s quite useful because it provides a handy efficiency metric. 3. Gzip and Brotli are the two most common algorithms used for compressing HTTP data today. When configured to run at the same May 12, 2022 · Install-Package BenchmarkDotNet The System. Dec 11, 2023 · This is a toy example of how compression algorithms can be effective at reducing the transfer size of text-based resources. Mar 27, 2012 · Total JSON string fairly fall into 10k~50K range. Mar 9, 2016 · Another interesting compression algorithm property is how much faster decompression is than compression. Most servers have now migrated to one or both of the two most popular ones, Gzip and Brotli. In this comprehensive guide, we‘ll dive deep into string compression in Python. Oct 23, 2023 · This article takes at HTTP text compression, a simple but effective way to reduce your page weight and improve page load time. In the graph below, the top 11 content types are displayed with box sizes representing the relative number of responses. The program was created by Jean-loup Gailly and Mark Adler as a free software replacement for the compress program used in early Unix systems, and intended for use by GNU (the "g" is from "GNU"). These resources are commonly used for XHR requests to provide data that web applications can use to create rich experiences. Zstd compression ratio is around 2. 5 times slower than decompression. If your connecting over a WAN or internet, you can afford to do a bit more compression. I won’t go too in-depth about how zlib/deflate works (you can find many articles/such Jun 26, 2011 · This problem can be solved by JSON compression algorithms. This process helps to make json files smaller and faster to transfer, making them more efficient for storing and transferring data. Lossy Compression: Rarely used in JSON, lossy compression involves intentionally losing some information to achieve higher compression rates. Overview. Best trade-off: If you need to pick a good overall algorithm without knowing too much about the scenario, then zstd shines. Nov 18, 2020 · Elasticsearch offers two options for compression: index. Mar 19, 2023 · AFAIK, the gzip compression algorithm is designed to look for repeated strings and replace them with a reference in order to achieve compression (great for large JSON objects and repeated data structures). The reference library offers a very wide range of speed / compression trade-off, and is backed by an extremely fast decoder (see benchmarks below). v 0. By default, GZIP Level 6 as the compression algorithm inside Parquet. Choosing the best Aug 1, 2024 · Compression is an important way to increase the performance of a website. One standout feature is its ability to compress data even more effectively than Parquet, while using the same snappy compression algorithm. Compression is a process in which you compress (encode) and decompress (decode) data. – Jan 11, 2021 · The GZipStream class uses the gzip data format, which includes a cyclic redundancy check value for detecting data corruption. msgpack. Whenever finding Aug 4, 2011 · Has anyone performed some tests (size and speed) for the selection of the 'best' compression level of the Java zip deflater, to be used on general/miscellaneous JSON or text files? DataLoader (representative_dataset) nncf_config = register_default_init_args (nncf_config, init_loader) # Apply the specified compression algorithms to the model compression_ctrl, compressed_model = create_compressed_model (model, nncf_config) # Now use compressed_model as a usual torch. When loading data, specifies the current compression algorithm for the data file. Also: most web servers and clients support automatic handling of gzip compression, which makes it even more convenient to use. It also offers a special mode for small data, called dictionary compression. When using . This blog post outlines the data lake characteristics that are desirable for Spark analyses. 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. Also if you can point me to the java implementation of such algorithm that would be great. 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. If you use LZMA2 with more than 2 threads, 7-zip splits data to chunks and compresses these chunks independently (2 threads per each chunk). codec: default instructs Elasticsearch to use blocks of 16kB compressed with LZ4, while index. Compression algorithms are subject to a tradeoff between compression speed and the effectiveness of the compression. 8x. lz4: a compression algorithm that aims for the best decoding performance. The compression level is ignored if the method Nov 21, 2023 · Here’s a closer look at key aspects of the RAR compression algorithm: 1. Sort: Best Popular New; zip. and with CSS files the compression is better by 17%. The gzip data format uses the same compression algorithm as the DeflateStream class. Contribute to pierrec/node-lz4 development by creating an account on GitHub. My results are as follow using standard Linux command-line tools with default settings: 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. BZ2. So I wonder which compress method should I choose, I am using c# 4, I know I can choose gzip and deflate but the compression radio is not good (although speed is good). Compression speed: How quickly we can make the data smaller, measured in MB/s of input data 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. It's more common in multimedia data like images and audio. ZLIB. Claims assertions (requiring specific values) Claim POJO marshaling and unmarshalling when using a compatible JSON parser (e. JSON Minimize offer tons of advantage. Those who prefer simple, off-the-shelf solutions may find the requirement for precise configuration challenging. JSON Minifier will help to compress JSON Data. Truncated in varies of size for testing. This question is off-topic here anyway - it is not a programming question. The JOSE header typically defines two attributes: alg and typ. Values are returned in bytes, but you can LZ4 fast compression algorithm for NodeJS. user10386436 user10386436. By compressing strings, we can save memory, improve transmission speeds, and reduce storage requirements in our Python programs. nn. var json = JSONC. In most cases any modern algorithm implemented for instance in PGP will be secure enough for anything. Mar 4, 2017 · The best was: *. The wbits parameter controls the size of the history buffer (or the “window size”), and what header and trailer format is expected. Let us look at compression algorithms to understand this better. Dec 9, 2018 · The code will run fast if the data lake contains equally sized 1GB Parquet files that use snappy compression. File formats; Compression algorithms; Small file problem; Partitioning schemes; TL;DR: Use 1GB Parquet files with Snappy compression Being optimized for XML, it compresses XML more ways more efficient than any conventional compression algorithm. An important component of these two compression algorithms is string deduplication. This technical blog post provides a detailed tutorial for programmers on string compression and encoding, specifically focusing on Huffman coding for efficient string compression. Algorithms in comparison: JSON (JSON. Using via Brotli4j. But if you have larger responses, and you want to save those bytes, have a look at . PPMd Dmitry Shkarin's PPMdH algorithm with small changes. In solid compression, multiple files are treated as a single data stream during compression. 0 means default level (same as omitting the compression level). All the techniques mentioned here are typically lossless, as losing data is not acceptable in most JSON contexts. JSON Example: These include lzma, which provides a high-compression ratio and is suitable for large files; lz4, which is optimized for speed and is suitable for real-time applications; and zstd, which is a modern compression algorithm that offers both high compression ratios and fast decompression speeds. They are not JSON, but they serialize data to a smaller format (in Jun 19, 2020 · If you want to compress it anyway, please take into account that compressing the serialized data most of the time will negate any advantages of using binary format of data serialization, final compressed size has very little to do with the serialization method, and almost eveything to do with the compression method. net framework just implements that one compression algorithm). Re-organizing a homogenous array of JSON objects into a pair of arrays is a very useful technique to make the payload smaller and to speed up encoding and decoding, it is not commonly called "compressed JSON". Along with a greate Performance Benchmark between different compression algorithms. The post is written in a straightforward yet conversational and educational style, with code snippets and examples to illustrate the concepts. The System. It’s a hit in the Hive world, thanks to its support for ACID operations in Hive tables. unpack( lzwString, true ); Examples of compression Example data. JSON Compression Techniques Sep 18, 2019 · @GabrielC Thanks! I'm particularly wondering if Python's pickling is optimized for a particular type of compression, because of the "you can efficiently compress pickled data" bit in the documentation; there may be some patterns in the format that one compression algorithm can take advantage of but another can't, for example. When a user sends the compressed data over the internet, the file received may or may not contains the same data as the original file. Developers will use a dictionary of key-value pairs to store data, as it’s efficient, flexible, and scalable. There is no other standard meaning to this phrase. Compression namespace, which has two compression algorithms: GZip and Brotli. decompressobj (wbits=MAX_WBITS [, zdict]) ¶ Returns a decompression object, to be used for decompressing data streams that won’t fit into memory at once. json. If there is a universally best compression algorithm in existence, it has yet to be discovered. Jan 17, 2016 · You can compress any kind of binary data (strings, Buffers) with Node. The content types with the lowest compression rates include application/json, text/xml, and text/plain. It builds on top of the Deflate algorithm and is supported in all current browsers. Zstd is a compression algorithm that was developed at Facebook and has characteristics similar to that of Snappy. What is HTTP text compression? Text compression algorithms reduce the size of text files. . 5. Jul 15, 2011 · You are exchanging JSON data structures over the wire and want to reduce your bandwidth. Compression ratios aren't great however, works better on longer strings. for HTML files the compression is better by 21%. Mar 7, 2017 · The ideal compression algorithm lives in the top right, which means it compresses well and is fast. 3. JSON Web Signature and Encryption Header Parameters; JSON Web Signature and Encryption Algorithms; JSON Web Encryption Compression Algorithms; JSON Web Key Types; JSON Web Key Elliptic Curve Dec 17, 2015 · Signed and encrypted JWTs carry a header known as the JOSE header (JSON Object Signing and Encryption). But that's probably still not the end, you could have even lower file sizes, but at the cost of time. Gzip is a lossless algorithm for data compression. How to Implement String Compression in Python Sep 4, 2020 · Introduction I did some digging and found a pure-lua version of the zlib/deflate compression library. This header describes what algorithm (signing or encryption) is used to process the data contained in the JWT. alg: the algorithm used to sign or encrypt the JWT Mar 21, 2023 · Kopia allows user to set compression algorithm, minimum and maximum file size and extensions to compress, on per-policy basis. 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 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. Mar 22, 2021 · We can notice that compression algorithms with JSON are less performant with semi structured dataset. Hence, we can divide the data compression algorithms into two broad categories: lossless and lossy data compression. Welcome to the online JSON Minifier, JSON minify, JSON Compressor at CodeBeautiy. Json compression is the process of reducing the size of a json file by removing unnecessary data and spaces, using special algorithms such as gzip and brotli. This library aids in Improving Performance by Reducing Memory Usage and Bandwidth Usage. Standard GZIP (deflate) has reasonably good balance: its compression ratio is acceptable, and its compression speed is MUCH better than that of LZMA or bzip2. May 26, 2020 · The way compression algorithms work is that the more repetition there is in data, the better the compression effects. Gzip is the oldest and most common of the two. stringify without indentation) compressed-json; jsonpack; compress-json (this library) (Binary compression algorithm is not considered) Sep 28, 2021 · What are data compression algorithms available to . However, Zstd is only recently supported in Kafka. You could have an intermediate format if you're concerned about space. Via lz4-java. In terms of speed compression algorithms with JSON are fast but we can observe that higher is the compression rate slower is the algorithm. Log compression methods, Jan 9, 2023 · For brotli we will use 3 compression levels: 0, 6 and 11 (default, maximum). org. In practice, compression algorithms are far more sophisticated than the previous example illustrates, and on the web, compression algorithms can be used to significantly reduce download times for resources. The best way to measure compression is to separately load the data with and without compression enabled, then compare the two sizes. NET developers?. BSON; or . We'll also compare the two most common text compression algorithms, GZIP and Brotli. Oct 31, 2021 · ZSTD provides lossless compression that is splittable. Jackson) Secure Key generation based on desired JWA algorithms. LZ4 is highly vertical, which means its compression ratios are limited in variance but it is extremely flexible in speed. tiny-lsm. Apr 21, 2022 · 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. Module # to fine-tune compression parameters along with Mar 18, 2024 · Out of the many different methods, the dictionary-based algorithm is the most popular algorithm for doing lossless compression. All numbers are unique and progressively increasing. 6. 2. Values: Jan 18, 2024 · Configuration Complexity: Compared to simpler compression algorithms like Gzip, fine-tuning Brotli compression parameters to achieve the ideal balance between compression ratio and speed might be more complex. nkugju vpgkapl ueuhi mknnel cer rvqax dawqs mccy eftary kipu