Split large json file

i need to get this all id and URL from this file in my java code and need to perform operations . That took 3330 milliseconds and Splits a single JSON array file into distinct files for data bags in chef - split-em. NET by James Newton-King is the most popular . But all we wanted to do here was query a single file, initially just as a one-off. [/code] Split CSV files into multiple files (You can use ZappySys CSV Driver) and output as CSV with --split option; Export and generate compressed files automatically; Split files by data value (e. looks like splitJSON is waiting until it splits the whole file. For a long-term large-scale solution, maybe this would be appropriate. Logfile 20 million lines {"ip":"xxx. json is getting really large and difficult to navigate. Enter Apache Drill. Putting these two utilities together in the same article doesn’t imply that they actually are used together to (for instance) split a large file, transfer the chunks, then join back together.


org maintains an extensive list of JSON libraries and they are categorized in programming languages. I'd look into a streaming solution like json-stream. How to split your JSON file (self. I will appreciate if anyone can help me to provide the solutionI can't use jq. Using the same json package again, we can extract and parse the JSON string directly from a file object. load. I read about the apoc. Of course I could split the files into smaller . 8 GB. json').


But, currently the data is split correctly "Count = 4" but when I step inside the count = 4, I see another 5 data property. I know we can split JSON files by element but this is not something that I am trying to test. NET library for parsing JSON. Split large file into small files. Drill can run on a single laptop (or Saving data to files is a very common task when working with PowerShell. We are using data lake that has limitation on file size. It simply looks at the data and pulls it apart! In order to open the file again, you HAVE to re-join them. Need to convert it into csv. g. pst file in MongoDB JSON format ? While fileread requires a contigious block of 1 GB (two bytes per charatcer in the file), parsing the JSON string will split the data to several junks, which need not be store as a contiguous block.


Split a large JSON file into multiple files. pre { overflow:scroll; margin:2px; | The UNIX and Linux Forums I'm working with large CSV/JSON object (roughly 100k entries) of log files that I need to split up into smaller 'chunks' so that I can stream it using an Azure API that is requiring each POST to be under 30MB. In this post, focused on learning python programming, we’ll Watch Now This tutorial has a related video course created by the Real Python team. 0). xxx. /geo. reading a large json file which is really huge and it contains pair of id and URL in a array as shown below. 6. ” But, reducing JSON size might be useful in so many areas, I decided not to limit it to Zoho and changed the title. Remember though, this program does NOT split a video file into smaller video clips that you can then play separately.


I would like to split this huge JSON/XML file into multiple JSON/XML files (1 JSON/XML file per employee). json in Sublime Text Editor and scroll to the end: The JSON is not valid right now. json. I have one big JSON/XML file which contains data per employee. xxx"," Split tool for large json files. dumps is probably going to be a bad move. - json-split. Now I want to split large JSON file into single JSON Object each. Split customer data by country - one file for each country) Convert JSON to CSV or other format XML, Excel, HTML, PDF LINQ to JSON has methods available for parsing JSON from a string or loading JSON directly from a file. jq is a command-line tool for parsing JSON.


I have removed some details from JSON in compliance with the community rules, and rest of it is pretty much just dummy data. json into separate files My swagger. According to martinadamek. I don't think we can ballpark a number for you. (or) Use series of SplitRecord processor/s to create single document as flowfile content and configure JsonPathReader with a JsonRecordSetWriter and give your Records Per Split number so that processor will create those chunks of files. There may be more options than you realize. net , asp. The common use case is to read JSON data into a string and deserialize the text into an object JSON is a bad data format for large data sets, and you should really opt to use something more compressed such as CSV, Avro or any encoding that doesn't duplicate the schema and only yields records. This sample reads JSON from a file into a T:Newtonsoft. But you should better do that buffered, like reading 10kb, split by }, if not found, read another 10k, and else process the found values.


Sign in Sign up Instantly share code, notes A tiny python thing to split big json files into smaller junks. () functions but have a few questions: Do I have to take care of periodic commits? Can I split the file via apoc. If not, I assume you can find some json lib that can work in streaming mode and then do the same thing. You can read the file entirely in an in-memory data structure (a tree model), which allows for easy random access to all… However, if the json is structured that simple, it's easy to just read the file until the next } and then process the JSON received via json_read(). I have a large json file 12million records, which I firstly want to split out into files of 100k and then create sas datasets out of them. . In the 1st test, I read the entire geojson file into memory using var data = require('. Let’s start with the basics and work into the more advanced options. Can someone please assist in splitting the following json into diffrent events (split events). I've been using this mapper and it works fine.


JSON Editor Online is a web-based tool to view, edit, and format JSON. We will user PowerShell for that: Get-Content large. Flow: 1. 3 million entries. datascience) submitted 57 minutes ago by Vinceeeent Is there a possible way to split your JSON file to train, test and split? JSON parsers work well until you need to work with records over a gigabyte in size. If your file contains a single JSON object per line, you need to make the split on the lines yourself. What I want is get every json array with lambda split by break. I thought of using I assume that JSON document is already properly formatted. Then, to retrieve our text block, we just have to join them back together on the newline characters, which we can do like this: And that's it! Now you can store multiline strings in JSON. That took 3330 milliseconds and for text files of bigger size i have used split text and then did my processing and merged before i pushed it to destination.


Contribute to indatawetrust/json-split development by creating an account on GitHub. 3 GB) plain text file. When the file is large , the python program hangs and I have to shut it down then run it again and it hangs again. The sizes of the . There was also a fairly tight processing window within which the upload had to be complete. All gists Back to GitHub. JSON is an acronym standing for JavaScript Object Notation. ?? if i use splitContent or splitText it will mess up the json format . Sign in Sign up Instantly share code, notes thanks, Sjaak. Splits any file into smaller files (pieces), later you can join the generated pieces to reconstruct the original file using the tool Join files The source file can be of any size or any type.


Because of this limitation I need to split the files into multiple parts if the output file exceeds the threshold I think Sublime Text should be able to handle fairly large json files without a problem. How do i achieve that functionality with JSON files. Sometimes trying to import starred. This format is called ndjson, and it is possible you big file is that. On the other end, reading JSON data from a file is just as easy as writing it to a file. i have rest plugin, but this don't have the option "Manually Specify Start Record" for parsing large number of records, as in parse xml activity. In cases like this, a combination of command line tools and Python can make for an efficient way to explore and analyze the data. Therefore, I would like to split this json file out into n smaller datasets (as the number of records will change from delivery to delivery I will need my code to be flexible when it is spillting out files. One option would be to load the JSON into a RDBMS and process it from within there, running SQL queries to extract the data required. But JSON can get messy and parsing it can get tricky.


These cmdlets, as you can tell, perform conversions of data either to JSON (if the incoming data is formatted properly) or converting an object to the JSON format. Then the JSON file could be processed when we were ready. as mentioned above. Some properties contain large objects, for example GlyphBBoxes contain more than 2000 nodes. @david2 . Something like the python code below should work, assuming the file can fit in memory. load(). py The replication was going to be based on a daily snapshot – each JSON file would be a copy of the entire database – and a few back-of-the-envelope calculations suggested that the files may become rather large (40+GB) over time. GitHub Gist: instantly share code, notes, and snippets. So you cannot, for example, take an MP3 file and split it into three It depends on the use of the file.


If your json objects occur at a regular interval then you could slice those lines and then pass the string to json. Just reading it into memory using json. -> split it and it should work. #1 hunterpayne merged 3 commits into hunterpayne : master from NetNow : master Sep 24, 2015 Conversation 2 Commits 3 Checks 0 Files changed Reading A Large JSON File In Java Jan 5, 2014. I have a JSON file of size 1GB which contains n number of twitter JSON Object tweets. Check this link out Python: Trying to Deserialize Multiple JSON objects in a file with each object spanning multiple but c When I'm stepping into the datajson, I can view the properties inside the object and see all sample data. 7million records. mvn package to build an uberjar with everything you need. Something like that. In this article we will learn how to use various techniques to generate JSON data files from SQL Server Table or any other relational source such as MySQL or Oracle.


Using node. Because of this limitation I need to split the files into multiple parts if the output file exceeds the threshold Hi Gurus, I have below JSON file, now I want to rewrite this file into a new file. Can anybody help me in this? · Some more information about your However, the json file I received yesterday has circa 6. Yelp has kindly made available millions of customer reviews in JSON format to the public for purposes of data analytics. Send operation would fail if the file size is greater than 25 mb. ? JSON is a very common way to store data. To deal with such file, you can use several tools. This file is in jsonl format, meaning each json object is on its own line. Is there any command line tool that accomplish my purpose. In addition, each JSON/XML file should have a specific name.


The json library in python can parse JSON from strings or files. how to read such a big file and store the contents in java code to process it further Working with large JSON datasets can be a pain, particularly when they are too large to fit into memory. in BW 5. json files vary between 500MB and 20GB. I think Sublime Text should be able to handle fairly large json files without a problem. But, due to some other constraints and issues I opted to just stick with the JSON file. Just a blog about every detail encountered. I have large json files(50+mbs) that I need to convert to . json into smaller junks to make them usable for alternatives. There are a couple of ways you could go about parsing a large JSON file: Breaking The Data Into Smaller Chunks: Some ways this could be done are by: Splitting a large file into smaller files might speed up things if they're read asynchronously or in parallel (for example by using worker threads).


I am using XAMPP on Windows. Larger JSON files. depending on your end goal you can use number of visuals and not just the table visuals such as column and bar charts which are standard examples. That took 3330 milliseconds and I have a JSON file that has roughly 36 GB and I need to access it more efficiently. So you cannot, for example, take an MP3 file and split it into three Hi experts I'm looking for help to split a large text file into multiple text files based on size of the File. json files and then load them using the Bulk API. Here are a few examples of parsing nested data structures in JSON using Spark DataFrames (examples here done with Spark 1. Ask Question 3. #1 hunterpayne merged 3 commits into hunterpayne : master from NetNow : master Sep 24, 2015 Conversation 2 Commits 3 Checks 0 Files changed Split multiple json data in json file format as object and as array. Currently, Drill cannot manage lengthy JSON objects, such as a gigabit JSON file.


The programs works well with small JSON files. This can be very useful for viewing large JSON files. zip. Panda's also has pretty good handling for chunking text and csv files (which by default it loads everything) and reading json. Split one file into multiple files. A rudimentary JSON transpiler CLI that allows JSON files to be split up. Rather than trying to implement a JSON parser, you are likely better off using either a tool built for JSON parsing such as jq or a general purpose script language that has a JSON library. 1. The example file I am using is from the Yelp dataset challenge. If you’re sending the entire file over ( at load time or later) it should certainly be more split u thanks, Sjaak.


But maybe the JSON file contains one big matrix of numerical data, which are stored with 3 characters and a separator. Watch it together with the written tutorial to deepen your understanding: Working With JSON Data in Python Ultimately, the community at large adopted JSON because it’s easy for both humans and machines to create Reading very big JSON files in stream mode with GSON 23 Oct 2015 on howto and java JSON is everywhere, it is the new fashion file format (see you XML). 5GB) json file into neo4j. The following steps are assuming that you already have the JSON file stored locally. I am trying to split a large fixed length record file (say 350K records) into multiple files (each of 100k each). But in large file the JSON chunks are space separated but not comma separated. The common use case is to read JSON data into a string and deserialize the text into an object Every time the property is accessed, a JSON serializer deserializes only the part of JSON file associated with this property. Check out the code and run. Is it doable with ICS/ICRT? Thanks, ZZ i need to parse large json file (50mb) for after insert information in a data base, there is best way to do it, for saving resources. In this walk through we will see some of the newly introduced JSON methods and see how we can bulk import JSON file data to SQL Server table.


datascience) submitted 57 minutes ago by Vinceeeent Is there a possible way to split your JSON file to train, test and split? Then you don't need to do any split for the json array. Most of the popular API and data services use the JSON data format, so we'll learn how it's used to serialize interesting information, and how to use the jq to parse it at the command-line. power bi has default JSON document connector you can use that to import your saved JSON strings. The split UDF accepts a single JSON string containing only an array. net mvc , json Working with JSON within Web Services recently has become the latest and greatest simply because it plays so nicely with others and can often be very easily serialized and deserialized to fit your needs. i need to parse large json file (50mb) for after insert information in a data base, Using node. SplitRecord //to create 100k chunks flowfile I build a program to read a JSON file from internet. It shows your data side by side in a clear, editable treeview and in a code editor. It is a News Dataset and my primary task is to segregate the data based on the categories by identifying the keywords given… Larger JSON files. If not, I think I would just split data into multiple smaller files.


Shortly, I’ll explain how I managed to reduce and split JSON files of several gigabytes to the desired size - size limited by the provided API, with help of few tools. com/2011/02/01/adding-gson-to-android-json-parser-comparison, GSON seemed to be the fastest on a 1000-line file (github. I assume that JSON document is already properly formatted. how to read such a big file and store the contents in java code to process it further I need to parse a large trace file (up to 200-300 MB) in a Flex application. The source file can be of any size or any type. Using the UBJSON format allows to wrap complex binary data in a flexible and extensible structure, making it possible to process complex and large This quick article shows how to process lines in a large file without iteratively, without exhausting the available memory – which proves quite useful when working with these large files. After @david2 . Then special techniques are required. Loading JSON from a file JSON values can be read from a string using Parse(String) . There are about 5.


For example: Split large json file. 0. Parsing A Large JSON File. Drill can run on a single laptop (or JSON on the command line with jq A series of how to examples on using jq, a command-line JSON processor. WARNING! This is a part of an ever evolving internal tool chain and although I'm going to try not to change the way it works too much, there may be compatability issues when this eventually gets tidied up and updated. If it is going to be sitting on the server to be queried using ajax, then having one file might simplify things. A tiny python thing to split big json files into smaller junks. JSON format is mainly used on REST APIs because it is easy to read by JavaScript (JSON means JavaScript Object Notation) allowing to develop client side application. Ok, now that we have covered some of the basics of JSON, it is time to take a look at the two cmdlets which are available in PowerShell: ConvertTo-JSON and ConvertFrom-JSON. NET Web API and HTTP chunked transfer encoding Stackify was founded in 2012 with the goal to create an easy to use set of tools for developers to improve their applications.


Can you please share some links which give efficient way of parsing and validating JSON response as per the expected values. 9. Reading A Large JSON File In Java Jan 5, 2014. Split tool for large json files. json Parsing a large JSON file efficiently and easily – By: Bruno Dirkx, Team Leader Data Science, NGDATA When parsing a JSON file, or an XML file for that matter, you have two options. Hi, I am too native here, sorry first for trivial question, I am trying to split one big sequence FASTA file into multiple files with less than 1000 sequences in a single file. I'm trying to speed up a Python script that reads a large log file (JSON lines, 50gb+) and filter out results that match 1 of 2000 CIDR ranges. I started using JSON instead of XML hoping to avoid these problems, but it did not help much. 2. I have a large json file (around 80 Mb) and I want to convert it into csv to make it work in R.


json files with more than 50mb or even less fail. The files are too big to load using the Bulk API. If any please kindly response as soon as possible. Working with large JSON datasets can be a pain, particularly when they are too large to fit into memory. I ran two tests to see what the performance looked like on printing out an attribute from each feature from a 81MB geojson file. The entire exported JSON file is technically not in correct JSON format, but each line, which represents a MongoDB document, is valid JSON, and can be used to do some command line processing. js’s require() on a json file loads the data into memory really fast. I'm trying to split very large JSON files into smaller files for a given array. Strategy for splitting a large JSON file. NET and Avoiding Exceptions 28 April 2013 on asp.


Is it doable with ICS/ICRT? Thanks, ZZ Python script to split starred. Hi I want to change large text file to json format can we do it? I have tried text file to convert to xls and xls file to csv and agin that csv to json format but in that i am facing some proble that is some attribute changes to null . once imported you get access to query editor where you can perform number of data manipulation tasks and use it. Workaround: Use a tool to split the JSON file into smaller chunks of 64-128MB or 64-256MB how to split swagger. Because of this limitation I need to split the files into multiple parts if the output file exceeds the threshold Sometimes when dealing with a particularly large JSON payload it may worth to not even construct individual Python objects and react on individual events immediately producing some result: Payload = a single JSON object. The library parses JSON into a Python dictionary or list. com/martinadamek However, if the json is structured that simple, it's easy to just read the file until the next } and then process the JSON received via json_read(). JSON deserialization : multiple object inside. Check this link out Python: Trying to Deserialize Multiple JSON objects in a file with each object spanning multiple but c An example about streaming large JSON array in ASP. Input parameter validation when spec is split in multiple files; Generating separate json for same api resource; separate packages for generated files from mustache templates; swagger-codegen-2.


Is there a way? example, in my chap_17. 2 does not generate code when spec. file is split in to multiple files I'm trying to speed up a Python script that reads a large log file (JSON lines, 50gb+) and filter out results that match 1 of 2000 CIDR ranges. Free User rating. json -TotalCount 10000 | Out-File truncated. rb The existing ext/json which is shipped with PHP is very convenient and simple to use – but it is inefficient when working with large ammounts of JSON data, as it requires reading the entire JSON data into memory (e. The implementation of all these examples and code snippets can be found in our GitHub project – this is a Maven-based project, so it should be easy to Using node. py. Json. Now over 1000 organizations in nearly 50 countries rely on Stackify’s tools to provide critical application performance and code insights so they can deploy better applications faster.


You are out of luck if your JSON files are large. Building. parts of the definitions can be split into [mongodb-user] How to convert xml file to json format? [mongodb-user] Mongodb connection #include problems [mongodb-user] Querying JSON file produced by mongoexport [mongodb-user] Store multiple JSON documents (in row arrays format with nested JSON key-value objects) in MongoDB [mongodb-user] How to import a . It also completely depends on how you're going to tackle it. In this post, focused on learning python programming, we’ll [code]import json def joooo(filename): with open(filename, 'r') as f: datastore = json. UBJSON (Universal Binary JSON) is a binary JSON format, specifically optimized for compact file size and better performance while keeping the semantics as simple as the text-based JSON format. I've been using rapidjsons SAX-style API in C++ but it takes about two hours to parse. Split large json file. JObject. To break a large file into many smaller pieces, we can use split command: $ split -l 10 data.


How to convert multiple data object into JSON JSON parsers work well until you need to work with records over a gigabyte in size. I also have a json-to-csv converter coded in Visual Basic but because the number of rows in the csv file is limited to 1,048,576 rows I'm unable to convert everything successfully onto one sheet. Generate Bulk JSON file If we don’t have a ready-made JSON to test out this demo, we can make use of the Online Service that generates random JSON data as per the model that we define. You can verify that this valid JSON with JSONLint. Dear community, I have about 1TB of data splitted into many smaller . Deserializing such property is time consuming so I decided to implement proxy nesting. I need suggestions for bulk processing 100s of large gzipped json files (need to split up the work in this case), are you in the end limited by pushing data into While fileread requires a contigious block of 1 GB (two bytes per charatcer in the file), parsing the JSON string will split the data to several junks, which need not be store as a contiguous block. How to split one big text file into multiple files in powershell - update A couple months ago BOB has helped me to create this super fast code for splitting one A Free Large File Editor providing the ability to open and edit huge files (Gigabyte, Terabyte, even Petabyte files), with all features of a standard editor - Cut and Paste, Select, Select All, Undo, Redo, Find and Replace, Goto Line. csv. So is there any shortcut to change the text file to json file with all data.


But as the file is very large i can’t make it a success using your technique. Side note: Instead of writing out the JSON we could have just put the elements into a queue like RabbitMQ and then had a consumer process the data on another machine. Questions: I have spent the best part of two days “faffing” about with code samples and etc. How to write JSON object to File in Java? In Java How to Read a File Line by Line in Reverse Order – Complete Tutorial ; Complete End to End Java Tutorial with Singleton Object Employee, Crunchify Java POJO and Detailed TestCase ; What is JSON (JavaScript Object Notation)? . Most of NoSQL Databases are now using JSON for their document mechanism. I try to load a large (4. In the previous post, I have written about how to split a large JSON file into multiple parts, but that was limited to the default behavior of mongoexport, where each line in the output file represents a JSON string. Is it possible when your using the json libname command to directly read the datasets out into a folder? How to write JSON object to File in Java? In Java How to Read a File Line by Line in Reverse Order – Complete Tutorial ; Complete End to End Java Tutorial with Singleton Object Employee, Crunchify Java POJO and Detailed TestCase ; What is JSON (JavaScript Object Notation)? Reading JSON from a File. , trying to read a very large JSON file into an array in c# so I can later split it up into a 2d array for processing. json file, I have to The availability of parsers in nearly every programming language is one of the advantages of JSON as a data-interchange format.


using file_get_contents()) and then converting it into a PHP variable at once – for large data sets, this takes up a lot of In last couple of JSON tutorials for Java programmers, we have learned how to parse JSON using JSON-Simple library, parsing JSON array to Java array using GSon, and in this tutorial we will learn how to parse a large JSON file in Java using Jackson's Streaming API. Each log file that I'm parsing is roughly 200-300MB each and I'm creating a CSV/JSON object from the entire file. That took 3330 milliseconds and The replication was going to be based on a daily snapshot – each JSON file would be a copy of the entire database – and a few back-of-the-envelope calculations suggested that the files may become rather large (40+GB) over time. Im a newbie to JSON and have pretty much no knowledge in programming. A (tech) reminder: you put your split files back together again using cat, not join 😉 cat x* > split. Split UDF. Json. Skip to content. I need suggestions for bulk processing 100s of large gzipped json files (need to split up the work in this case), are you in the end limited by pushing data into Hi Team, I am working on Web API testing. The website JSON.


Split the file into 8 pieces and manipulate the files with a editor. Here we will LINQ to JSON has methods available for parsing JSON from a string or loading JSON directly from a file. That was like the first hit on google for "big json files python" However, the json file I received yesterday has circa 6. Handling Larger JSON String Values in . Finding the beginning and end of records can be time consuming and require scanning the whole file. In the following example, we do just that and then print out the data we got: JSON is a very common way to store data. Then i will try to import that csv in phpmyadmin to incorporate in mysql db. load(f) # datastore is a Python dict. However, the json file I received yesterday has circa 6. To be precise: “Uploading large JSON files to Zoho Reports.


It's not the prettiest thing, but it is the simplest given the constraints of JSON. Another method is to use split. I have a large JSON file – size: 1. Ruby script to split a JSON file. Free to try Split large sized comma separated files into smaller ones. Now here's my question: Should I split the big file into millions of small files? Is there any other approach I should take? Thanks. We come across various circumstances where we receive data in json format and we need to send or store it in csv format. - split_starred_json. Unfortunately, there are so many libraries out there that it's very hard to chose one! Note that VERY few JSON libraries have strict adherence to the JSON specification and this can lead to parsing problems between systems. I would use jq --compact-output to flatten the JSON then split by line – Neil separate a large 7GB tab limited file into Automatically Split exported JSON data into multiple files by Split By Column (e.


Next, open truncated. JSON with Python - Learn JSON (Javascript Object Notatation) in simple and easy steps starting from basic to advanced concepts with examples including JSON with its Overview, Syntax, DataTypes, Objects, Schema, Comparison with XML, Examples, PHP, Perl, Python, Ruby, Java, Ajax. Linq. Split a large JSON payload using streaming API, return results. Stackify was founded in 2012 with the goal to create an easy to use set of tools for developers to improve their applications. SplitBy=Country will create new file for each country) Support for Compression and Append ; Create Multi content JSON documents ; Support for SQL Server 2005, 2008, 2012, 2014 (32 bit and 64 bit) Read more about SSIS Export JSON File Task hive-json-split. That was like the first hit on google for "big json files python" In fact, it is possible that your json file is not a 'perfect json' file, that is to say not a valid json structure in a whole but a compilation of valid json. First of all we will copy first 10,000 lines to a new file. 1. A simple UDF to split JSON arrays into Hive arrays.


json files in newline delimited JSON (NDJSON) format. parts of the definitions can be split into Im a newbie to JSON and have pretty much no knowledge in programming. · Hi Load all records and lists from json file and any solution that you could write for your JSON file, would end up with one big table and one query where all the how to put a paragraph in a json file? you cannot have values that are on multiple lines. In the Hive CLI: Convert one or many JSON files into CSV files. That took 3330 milliseconds and I need to parse a large trace file (up to 200-300 MB) in a Flex application. thanks, Sjaak. i need to parse large json file (50mb) for after insert information in a data base, there is best way to do it, for saving resources. load on the line endings? Thanks in advance. xxx"," JSON inc. JSON File format is becoming very popular due to its simplicity and smaller size.


JSON is a lightweight format that is nearly ubiquitous for data-exchange. Index Index Working with file paths Test-Path Split-Path Join-Path Resolve-Path Saving and reading data Basic redirection with Text editor to edit large (4. com/martinadamek Split big files into smaller files. split large json file

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