Json Compression

• Change type of values. Serving Compressed Files When Your Origin Server Is Running NGINX. The name is followed by a colon. JSON and XML are there basically to get rid of the dreaded CSV. Below are the methods for achieving GZIP compression and decompression in Node. Binary data and text file formats (JSON, XML) don’t tend get along. but fast and small. The mapping between JSON and Go values is described in the documentation for the Marshal and Unmarshal functions. REST is an architecture style for designing networked applications. I have a web method that returns a rather large set of JSON data (call it 500kb) for the client to work with. On Android, this means scheduling work on a different thread. Although you can call the function directly, JSON_COMPRESS is often used with the COMPRESS USING phrase to compress table columns. Online json tools was created by Browserling — world's first cloud-based cross-browser testing service. This website — the Markdown files and supporting resources — is up on GitHub, and you're welcome to comment there. chunks is probably already compressed, and so it may make sense to disable compression for this collection. Then use the following class at the method level as in the following: Execute the Web API method by commenting the DeflateCompression attribute that is applied on the Web API controller method, you will find that returned data is not. The format of the JSON map should generally match that returned by a SELECT JSON statement on the same table. Specifically, only certain default MimeTypes were being compressed (like ASPX and CSS), while other important ones like JSON and SOAP were not. Theres also the tags system, but I dont feel that ore or ingot makes for a good tag (youre probably the only person that would use it and tags are meant to before inter-mod compatibility). This is just a quick post about json compression and IIS 7. You would probably better of gziping the stream given how small you state your messages might be. The whole framework should conform to rfc4627. com bi-weekly newsletter keeps you up to speed on the most recent blog posts and forum discussions in the SQL Server community. Most JSON parsing libraries can read straight from 3. The information is returned as a JSON object. Yes, redundancies are compressed away by gzip Hardly surprising is the fact that JSON messages in this test compressed very nicely -- result data (converted from ubiquitous "db10. Compress your JSON. I see a factor of 5 to 10 improvement in response time for refreshing the data. Compression reduces the size of data on disk by compressing the SSTable in user-configurable compression chunk_length_in_kb. This produces patterns that lead to more optimal gzip compression rates. I know how to make and sell software online, and I can share my tips with you. Json online parse,Json online formatter,Json validation tool,Json serialization tool,Json turn xml JsonF. Using Compressed JSON Data With Amazon Athena. Click on the language of your choice: wget Curl Node. When interoperating with other JSON libraries, be aware of these differences: maps are encoded as arrays of key/value pairs not as sub. Regular aspx pages work fine, while the transfer encoding Chunked pages do not. json for a new Angular workspace installs the core-js package, which polyfills missing features for several popular browser. It is a text-based, semi-readable format for representing simple data structures and associative arrays. home is a 2 bed, 3. This feature is turned on by default in Socket. But for JSON we do have an alternative way of Indexing JSON Property. 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. Nearly every part of VS Code's editor, user interface, and functional behavior has options you can modify. Hi to all, we have to prototype a dashboard based on a Postgres DB. Web Toolkit Online works only in your browser, your data are secured. ̸̣͌̑̕͢ͅṆ̸̸̣̑͌͌̑̕̕͢͢ͅͅọ̸̸̣̑͌͌̑̕̕͢͢ͅͅụ̸̸̣̑͌͌̑̕̕͢͢ͅͅg̸̸̣̣̑͌͌̑̕̕͢. In order to return gzipped application/json from API Gateway, there are some quirks/limitations to consider (described at the end of this post). But if you have larger responses, and you want to save those bytes, have a look at. The most likely answer is that it really is just gzipped JSON. You won't really notice the difference on such a small data files as used in this sample, but as your JSON return values get larger, so will. That's why I've thought that it could be a good idea to write it down and share this with all of you. JSON is a language-independent data format. When a project is added to Cypress, a cypress. We have a need to connect to an external HTTPS REST service from ABAP that uses JSON. Buttercup is an open source password manager that is available across popular platforms. TAR files compressed with GNU Zip compression can be opened in Unix systems without 7-Zip or any other software, simply by using the command as shown below. In this tutorial you'll learn how to read and write JSON-encoded data using Python. CLUSTERED COLUMNSTORE INDEXES provide extreme data compression in SQL Server and Azure SQL Database. Ogre is a web client (service) that translates spatial files into GeoJSON using the ogr2ogr command line tool for use in JavaScript web applications and frameworks. 0 bath property. I’ll compare the pros and cons. Simply including gzip on; in your Nginx configuration only compresses responses with the MIME type text/html. If you have an archive that you cannot open because you don't have the correct software installed, try converting it to a format you can open. JSON is a subset of JavaScript used as a. to_json A string representing the compression to use in the output file, only used when the first argument is a filename. Specifically, only certain default MimeTypes were being compressed (like ASPX and CSS), while other important ones like JSON and SOAP were not. 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. User and Workspace Settings. Therefore, CCI is a perfect solution if you need to store a large volume of JSON data in your SQL Database. Validate that application/json and application/json; charset=utf-8 are compressable And lastly, you'll probably need to restart the Windows Process Activation Service. I have seen a few suggestions that automatic compression (via IIS) in ASP. A light weight remote procedure call protocol. A lower level will result in less compression, but will be much faster. json backup. Therefore, CCI is a perfect solution if you need to store a large volume of JSON data in your SQL Database. If you would like to ensure that a given package is only ever published to a specific registry (for example, an internal registry), then use the publishConfig dictionary described below to. Theres also the tags system, but I dont feel that ore or ingot makes for a good tag (youre probably the only person that would use it and tags are meant to before inter-mod compatibility). JSON supports all the basic data types you'd expect: numbers, strings, and boolean values, as well as arrays and hashes. The Accept-Encoding header is used by a client to restrict the encoding types that are acceptable in the response. A light weight remote procedure call protocol. Best and Secure JSON Minify works well in Windows, Mac, Linux, Chrome, Firefox, Safari and Edge. Is the "copy compressed" format documented anywhere or does anyone have a conversion function that produces the original JSON that they'd be willing to share? It doesn't look like a standard zip format unless it has also been b64 encoded as well. JSON compression JavaScript performance comparison. These are the same compression formats used by the 7-Zip program and its command-line version p7zip. See Mapping RSS and Atom to JSON Feed for more on the similarities between the formats. This site contains downloads for AdventureWorks and corresponding scripts that showcase features available in SQL Server 2016 CTP3. SimpleJSON is an easy to use JSON parser and builder. The map values will JSON-encoded representations (as described below) of the result set values. I'm just starting to develop more in C# after being mainly a VB. I can add it to an individual VLBS and it compresses but I don't want to have to go through all current and future instances and turn it on etc. We have set the session to gzip compression of parquet. Email | Twitter | LinkedIn | Comics | All articles. Needing to read and write JSON data is a common big data task. Binary data and text file formats (JSON, XML) don’t tend get along. Enter the name of an Excel file. If your JSON objects aren't large or are mostly comprised of unique strings; compression or protobuffers won't help you. net The demo In this demo, you have three textareas and compressions are timed and mesured between lz-string and LZMA level 1. JSON compression JavaScript performance comparison. JSON is a subset of JavaScript used as a. A difference is that an HTML backup is created when you close Firefox and an automatic JSON backup is created when you start Firefox or when Firefox detects that Firefox hasn't been restarted for some time. This site contains downloads for AdventureWorks and corresponding scripts that showcase features available in SQL Server 2016 CTP3. NET developer and was looking for someone to critique my implementation of a NewtonSoft Json. Our mission at Browserling is to make make browsers do wonders and to make developers' lives easier. jsondb) where the keys for each table are only listed once. Matt Wright is a director at Rubicon Red an independent consulting firm helping customer’s enable enterprise agility and operational excellence through the adoption of emerging technologies such as Service-Oriented Architecture (SOA), Business Process Management (BPM) and Cloud Computing. js Python Java Ruby Perl PHP C#. Best and Secure JSON Minify works well in Windows, Mac, Linux, Chrome, Firefox, Safari and Edge. iphone audio recorder exporting compression. Unfortunately this is slow both on the server side and even more on the client side. Draco is a glTF extension for mesh compression along with an open-source library developed by Google to compress and decompress 3D meshes to significantly reduce the size of 3D content. Querying JSON (JSONB) data types in PostgreSQL; Querying JSON (JSONB) data types in PostgreSQL. Users typically resort to BouncyCastle if they run an older Java edition (6 or 7) that doesn't support certain JWS and JWE crypto operations. Sometimes the JSON data can be more complex with structures such as nested arrays. This is because there's no easy way to enable…. Support for draft 4, draft 6 and draft 7. C:\Windows\System32\inetsrv\Config\applicationHost. The compression ratio could be increased further by reordering the table such that smaller numbers are used for the most common strings. Yes, redundancies are compressed away by gzip Hardly surprising is the fact that JSON messages in this test compressed very nicely -- result data (converted from ubiquitous "db10. Fixes #3359 2015-11-07 10:10 Regina Obe * [r14371] _raster_constraint_info_scale gives invalid input syntax references #3360 fix for PostGIS 2. Orange Box Ceo 6,536,680 views. I enabled static and dynamic compression in IIS 2. ACX Series,EX Series,M Series,MX Series,PTX Series,QFX Series,T Series. 9 GB, the other two were 2. Although not a strict subset, JSON closely resembles a subset of JavaScript syntax. Working with JSON in Python Flask With the advent of JavaScript based web technologies and frameworks like AngularJS, Node. Currently the JSON dissector doesn't allow matching on member names, only that a json member is present json. Compressing JSON with CJSON algorithm CSJON compress the JSON with automatic type extraction. I know how to make and sell software online, and I can share my tips with you. php` * `json_decode()` polyfill * `_json_decode_object_helper()` function which would only be declared if the PHP native `json_decode. Browse to your JSON file location, select it, and click Open. Two common compression algorithms used on the web are GZip and Deflate. Return Values. If your JSON objects aren't large or are mostly comprised of unique strings; compression or protobuffers won't help you. The ConvertTo-Json cmdlet converts any object to a string in JavaScript Object Notation (JSON) format. With the prevalence of web and mobile applications, JSON has become the de-facto interchange format for web service API's as well as long-term. JSON Web Token (JWT, sometimes pronounced / dʒ ɒ t /) is an Internet standard for creating JSON-based access tokens that assert some number of claims. NET - Reducing Serialized JSON Size. {cms} and {cmsz} sounds a lot like what is already there for HTTP messages themselves. var data = LZMA. However, when the data is large, do you know any ways to compress the data to facilitate for fast transmission. JSON’s foremost design goal is simplicity and universality. In PHP, to provide data in JSON format in super simple. Using Compressed JSON Data With Amazon Athena. Analyze your JSON string as you type with an online Javascript parser, featuring tree view and syntax highlighting. File Format Benchmark - Avro, JSON, ORC and Parquet format with MANY parsers Schema completely integrated with data Row major format Compression applied on top. Apache POI is your Java Excel solution (for Excel 97-2008). Open Project. The data is saved in JSON format, but unfortunately is also compressed with lz-string:. JSON Minifier is very simple and easy way to minify JSON Data and Share with others. Compression Algorithm. Creating custom plug-ins. JSON to Excel converter is a fast converter which helps you convert your JSON data to csv. This problem can be solved by JSON compression algorithms. Specifically, only certain default MimeTypes were being compressed (like ASPX and CSS), while other important ones like JSON and SOAP were not. Additionally you can change indentation and set it to spaces or tabs. When you choose a location for your data, consider the following: Colocate your Cloud Storage buckets for exporting data. OData’s JSON format extends JSON by defining general conventions for name/value pairs that annotate a JSON object, property or array. The most likely answer is that it really is just gzipped JSON. AddOutputFilterByType DEFLATE application/json. Was causing problems with po conversion. compress(JSON. JSON data types are for storing JSON (JavaScript Object Notation) data, as specified in RFC 7159. 2 json_value is a SQL function. Calling a Rest (Json) API with PowerShell. json or project. Microsoft SQL Server Integration Services). < urlCompression doDynamicCompression = " true " doStaticCompression = " true " /> Is that all I need to do to have this web method return the data as a compressed JSON object?. It's not based on the bytes loaded into Athena. In computing, JavaScript Object Notation (JSON) (/ ˈ dʒ eɪ s ən / "Jason", / ˈ dʒ eɪ s ɒ n /) is an open-standard file format that uses human-readable text to transmit data objects consisting of attribute-value pairs and array data types (or any other serializable value). Our mission at Browserling is to make make browsers do wonders and to make developers' lives easier. The value of any JSON key can be a string, Boolean, number, null, array, or object. JSON is good data format to grab some server side data through an AJAX call. In keeping with my previous post comparing. Matt Wright. setConf("spark. KW Online Tools Zone. Buttercup is an open source password manager that is available across popular platforms. {} Json Diff Online JSON Compare persist history to local storage light theme. This can be useful when interacting with web services, or just for packing and unpacking data to a text-based format easily. I have a web method that returns a rather large set of JSON data (call it 500kb) for the client to work with. Input your own JSON and try it out! What is this? Zipson is a drop-in alternative to JSON. The map values will JSON-encoded representations (as described below) of the result set values. Can it be converted to a generic method which converts a request's JSON. js is a tiny javascript library to help printing from the web. World's simplest JSON minifier. Low Touch Compression is the next evolution in the compression process, delivering improved usability, user transparency and full automation together with API technology. Validate, format, and compare two JSON documents. This feature introduces the end-to-end block compression feature in Kafka. Compressed Javascript Object Notation is a more compressed form of JSON. I have HTTPComression enabled. 03 Sep 2013. net The demo In this demo, you have three textareas and compressions are timed and mesured between lz-string and LZMA level 1. Web Toolkit Online works only in your browser, your data are secured. OData’s JSON format extends JSON by defining general conventions for name/value pairs that annotate a JSON object, property or array. Ofcourse it will put some pressure on the CPU for compression and decompression, but is one thing that is easy to scale comparing to the network transfer time. JSCompress is an online JavaScript compressor that allows you to compress and minify all of your JS files by up to 80% of their original size. JSON is a way of structuring data that makes it easy for software to consume. to_json A string representing the compression to use in the output file, only used when the first argument is a filename. i want to know how it works for post and put json request AND please GUIDE for writing "url" of web request for. JSON Gzip Compression If this is your first visit, you may have to register before you can post. This is because index is also used by DataFrame. With INSERT statements, the new JSON keyword can be used to enable inserting a JSON encoded map as a single row. Compression is a simple, effective way to save bandwidth and speed up your site. Just discovered how super simple it was to add some gz compression when for example providing JSON data from PHP. to_json() to denote a missing Index name, and the subsequent read_json() operation. In this tutorial you'll learn how to read and write JSON-encoded data using Python. CXF helps you build and develop services using frontend programming APIs, like JAX-WS and JAX-RS. In general, a gzip file can be a concatenation of gzip files, each with its own header. This means in effect that the following code has not been used since WP 3. Hi to all, we have to prototype a dashboard based on a Postgres DB. Often times there is a layer gap within the raw data. The JSON Formatter was created to help with debugging. I hesitated when recommending gzip compression when speeding up your javascript because of problems in older browsers. ; in recent versions, xz is parallel. Compress Communicated Data: JSON string can be compressed up to 90% since its just simple text. JavaScript Object Notation (JSON) is a data-interchange format. Let me know what you think of this article and your experiences. It would be great if this is supported. 24226 NE 131st Ter , Redmond, WA 98053-6270 is a single-family home listed for-sale at $969,950. This means that every bit of data is retained when that information is compressed. Free Online JSON to JSON Schema Converter. CSS Minify Tool. It uses strong typed classes for the different JSONTypes. If your JSON objects aren't large or are mostly comprised of unique strings; compression or protobuffers won't help you. SimpleJSON is an easy to use JSON parser and builder. Download FileMaker Pro 16 Help. json extension. It is a highly flexible tool, built upon the foundations of progressive enhancement, that adds all of these advanced features to any HTML table. 3) Use whatever your favorite strong encryption library on resulting buffer. compress - Compress JSON objects using a map to reduce the size of the keys in JSON objects. tsv before the. It was designed as an extremely lightweight publish/subscribe messaging transport. files collection, but the data contained in fs. The important thing to find out is which disk image formats your target hypervisor supports. Find 36 photos of the 24226 NE 131st Ter home on Zillow. Compressing JSON Nginx Responses. Make your file smaller, and harder to read with the click of a button. See Mapping RSS and Atom to JSON Feed for more on the similarities between the formats. This site gives you a quick and easy way to format the JSON so you can read it. We are using zlib npm module for achieving GZIP compression in NodeJS. NET performs better for my usage. What formats does it support? Currently Ogre supports the following transformations:. 2 is the extension of CQL to make it easier to work with JSON documents. The algorithm does not do any analysis of the incoming text. They are extracted from open source Python projects. compression. JSON is a very common data format used for asynchronous browser-server communication, including as a replacement for XML in some AJAX-style systems. An integer in the range of -1 to 9 (BestCompression). If you're familiar with the APIs of Twitter, Amazon's S3, del. webServer section in your web. config is locked by the system fairly tightly, but I did the following. • Sort arrays and objects. It is a highly flexible tool, built upon the foundations of progressive enhancement, that adds all of these advanced features to any HTML table. I have seen a few suggestions that automatic compression (via IIS) in ASP. JSON should be serialized and produced to Kafka as UTF-8 byte strings, one JSON object per Kafka message. setConf("spark. In this tutorial, we'll convert Python dictionary to JSON and write it to a text file. If you would like to ensure that a given package is only ever published to a specific registry (for example, an internal registry), then use the publishConfig dictionary described below to. Supports two-phase validation. In this tutorial, we will show you how to use Jackson 2. But it's faster and smaller. For example, a server could generate a token that has the claim "logged in as admin" and provide that to a client. js Python Java Ruby Perl PHP C#. It is transport agnostic in that the concepts can be used within the same process, over sockets, over http, or in many various message passing environments. Loading JSON files from Cloud Storage. html"} Importing Bootstrap with precompiled styles Create a JavaScript file to act as the entry point for your app and import any necessary dependencies. JSON Smart for highly efficient parsing and serialisation of JSON. Although JSON resembles an object or an array, JSON is a string. Most of the code I came across was either for. A set of spatial functions for operating on GeoJSON values is also available. The "zip" value is a case-sensitive string. We'd also like to compress this data in HDFS, and still have it be useable by MapReduce. Processing is done locally: no data send to server. JSON is a data format that is gaining popularity and used extensively in many AJAX powered Websites. NET Web API, JSON. You would probably better of gziping the stream given how small you state your messages might be. JSON compression JavaScript performance comparison. As you can see, you can easily add BSON support for your Web API, and benefit from its performance. Compress json at client side and decopress using C#, gzip April 30, 2015 by Devanand 14 Comments This post consist of two parts which will let you know how to send large amount of data by compressing it at client side and decompress it at server side using LZ algorithm. JSON string must be double-quoted, If you want to use special character in your JSON data, you must escape it using \ character. compress - Compress JSON objects using a map to reduce the size of the keys in JSON objects. I hesitated when recommending gzip compression when speeding up your javascript because of problems in older browsers. xml" etc test data) is highly redundant, and thereby highly compressible. JSONLint is a validator and reformatter for JSON, a lightweight data-interchange format. Small integers are encoded into a single byte, and typical short strings require only one extra byte in addition to the strings themselves. NET 5 Compression is an easy and effective way to reduce the size and increase the speed of communication between a client and remote resource. hpack and other things. Live JSON generator to interactively create, edit and generate JSON objects. Learn more about Apache Cassandra READ MORE DS:101 COURSE One of the several improvements in Cassandra 2. Thanks for the question, Geetika. JavaScript Required. It is a highly flexible tool, built upon the foundations of progressive enhancement, that adds all of these advanced features to any HTML table. Amazon Athena pricing is based on the bytes scanned. json or project. To remove a JSON content type pattern from the list, select it, then click Remove to remove it, and then click OK to confirm your choice. NetJSON is a data interchange format based on JSON designed to ease the development of software tools for computer networks. This article explains how we can index a JSON property from the JSON string by example and also explains the storage implications if any. NET object using the JsonSerializer. MessagePack is an efficient binary serialization format. In keeping with my previous post comparing. Basically, you have two options:. JSON-delta is a multi-language software suite for computing deltas between JSON-serialized data structures, and applying those deltas as patches. {cms} and {cmsz} sounds a lot like what is already there for HTTP messages themselves. Compressed JSON storage. lz-string: JavaScript compression, fast! - pieroxy. 4 yet so I can\'t use the new standard SAP JSON class. , CompressSize = DATALENGTH(COMPRESS(@json)) / 1048576. 1 Convert a Staff object to from JSON. One of the unusual features of the PostgreSQL database is the ability to store and process JSON documents. I'd love to add more examples in your favourite programming language, so feel free to send them my way. JSON Diff The semantic JSON compare tool. Yes, redundancies are compressed away by gzip Hardly surprising is the fact that JSON messages in this test compressed very nicely -- result data (converted from ubiquitous "db10. If all of your messages are short you probably won't need a compression but in typical scenario where REST services return data from database you gain a lot. It will be converted to a JSON file for use with Timeline. The claims in a JWT are encoded as a JSON object that is digitally signed using JSON Web Signature (JWS). cocotino on July 4, 2016 Just enable gzip and call it a day. This is just a quick post about json compression and IIS 7. It's main file type association is the Mozilla Firefox Bookmarks Backup format, but also includes one other rarely-seen file types. DataTables Table plug-in for jQuery Advanced tables, instantly. If all of your messages are short you probably won’t need a compression but in typical scenario where REST services return data from database you gain a lot. compress - Compress JSON objects using a map to reduce the size of the keys in JSON objects. Yes, redundancies are compressed away by gzip Hardly surprising is the fact that JSON messages in this test compressed very nicely -- result data (converted from ubiquitous "db10. This page presents measurements of various compression techniques applied to 100000 bytes of real-world JSON data. Click the Data tab, then Get Data > From File > From JSON. But it's faster and smaller. They are not JSON, but they serialize data to a smaller format (in most cases). getBody(); List accounts = (List) JSON. As said by @JamWaffles, this is the best JSON is able to do concerning compression. Yesterday, I blogged about “ When To Use Pagination in REST Resources ” and advocated for better UX Design instead of pagination. Most JSON files can be viewed with twenty-one known software applications, typically Mozilla Firefox developed by Mozilla. Comments are not allowed in JSON. we create a sample index with 412 million 412 million rows take 242 GB of hard ===> 590 Bytes for each row we know each row of our data with json format has 800-1000 Bytes size so elastic compressed our 900 Bytes data into 580 Bytes. When opening a file that ends with. It is a text-based, semi-readable format for representing simple data structures and associative arrays. This shows that the binary format performed almost 5 times faster than the text format. In this example, json_col refers to the column that contains our JSON document. The data pack system provides a way for players to further customize their Minecraft experience. NET is a third party library which helps conversion between JSON text and. When you load newline delimited JSON data from Cloud Storage, you can load the data into a new table or partition, or you can append to or overwrite an existing table or partition. 1 Convert a Staff object to from JSON. The compression ratio could be increased further by reordering the table such that smaller numbers are used for the most common strings. Net Objects > Serialized to JSON String > Upload to blob. try the latest Glassfish 3. ODATA ATOM files are very verbose -- Gzip can compress one by a factor of 50. The packages listed in the devDependencies section of package. msg323517 - Author: liad (liad100) Date: 2018-08-14 13:16; True there are endless versions of compression just like there are endless version of file formats. Compress json at client side and decopress using C#, gzip April 30, 2015 by Devanand 14 Comments This post consist of two parts which will let you know how to send large amount of data by compressing it at client side and decompress it at server side using LZ algorithm. But beyond some feature differences, it seems that JSON compressed just as well as Msgpack when Gzipped. Enable gzip compression in ASP. As you can tell, there are not a lot of parameters here to deal with, but the ones to take note of are -Compress and -Depth. More info See in Glossary, Audio Compression, Build Compression. Time for 10,000 rounds at compression level 3 for json3: 0. GZIP has a file header, while DEFLATE does not. The package. The data is saved in JSON format, but unfortunately is also compressed with lz-string:. sys server server and Kestrel server don't currently offer built-in compression support. I converted 20140721. Only automatically created JSON backups are compressed. Hi to all, we have to prototype a dashboard based on a Postgres DB. Overview Package json implements encoding and decoding of JSON as defined in RFC 7159. NET actually comes in with nUnit performance tests. Serialization time includes time to convert string to json object and time taken to write into file. Note: PCB and PCB Library are used the same file format. JSON File Summary. With JSON Arrays support you can iterate over inner nodes in the JSON objects. to build large JSON with temp files when memory limit, and compress optionaly. 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.