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split json data in sql server column

The OPENJSON rowset function converts JSON text into a set of rows and columns.After you transform a JSON collection into a rowset with OPENJSON, you can run any SQL query on the returned data or . Inside the square bracket, we have a set of curly brackets, indicating an object, and inside those, we have an id of 1 and a title of Welcome. What about validation? It is a bridge between No-SQL and relational databases. You also need a full-text search service for json.indexes.sql, but it is ok for you to In this example the function splits an JSON object formatted string into 3 records, using the name and value columns. Heres what it looks like in our database. Thank you! However if you must do it as a script transform, I followed the instructions here: https://mycontraption.com/parsing-json-data-sources-using-ssis/and made it work with the following script: #region Help: Introduction to the Script Component /* The Script Component allows you to perform virtually any operation that can be accomplished in You can use any delimiter in the given below solution. Converting Azure Synapse Analytics data to JSON or exporting JSON is not supported. There are four basic methods in this library as follows: json.dump - This method is used to serialize a python object from the memory into a JSON formatted stream that can be written to a file json.dumps - This is used to serialize the python objects in the memory to a string that is in the JSON format. Was Galileo expecting to see so many stars? Because we are updating an existing value, we use the UPDATE statement. The JSON field can be used to store valid JSON data sent or received by your application. When we split ProtocolModificationDynamicData there were 2 values which were translated into 2 rows from 1 row. Here is an example of Using UDF to merge two JSON fields. While there are functions for reading from and working with the JSON field, it might be better to just store the JSON data in the field, retrieve it from your application, and process it there. Please correct me if I am wrong, Thanks! I need to write a query for extracting JSON from column, and creating dynamically columns. Without append, it will replace the existing value. Double-click on the Script Component, go to the Inputs and Outputs tab. The name is username and the value is sstorm. Unlike other databases, SQL Server does not have a JSON-specific data type. It looks like nothing has changed. Drift correction for sensor readings using a high-pass filter. So, you can split the Sales Rep first name and last name into two columns. The page uses a AJAX call to a web method which creates the call into the stored procedure. We can extract a value from the JSON field and display it in a separate column. Check Constraints are inspected whenever data is added or updated in the table. You can optionally specify a path after the type specification to reference a nested property or to reference a property by a different name. Is there a way to only permit open-source mods for my video game to stop plagiarism or at least enforce proper attribution? Store info about products with a wide range of variable attributes in a denormalized model for flexibility. In earlier version you will need to find or write some CLR TVF that parses JSON or use some extremely complicated T-SQL. How is "He who Remains" different from "Kang the Conqueror"? Why don't we get infinite energy from a continous emission spectrum? To learn more, see our tips on writing great answers. For this example I will use the options setting code used within the fnSplitJson2 function. We can add a Check Constraint to the table to ensure the data is valid. So youve learned a bit about JSON data and why you might want to use it. Starting with SQL Server 2017, significantly accelerated the parsing of scalar values from JSON. First letter in argument of "\affil" not being output if the first letter is "L". This is used when decoding \/DATE(n)\/. JSON ( J ava S cript O bject N otation) is a lightweight text-based data format that helps to interchange data easily between modern applications. JSON functions, first introduced in SQL Server 2016, enable you to combine NoSQL and relational concepts in the same database. As we already know, JSON uses a In this example the semicolon is set to be the split character. You can easily insert, update, or merge results from JSON text into a SQL Server table. You can copy the JSON and paste it in the JSON formatter. 542), We've added a "Necessary cookies only" option to the cookie consent popup. JSON is a textual format so the JSON documents can be stored in NVARCHAR columns in a SQL Database. allow for dynamic setting of T-SQL variables in stored procedures and functions. Notify me of follow-up comments by email. We can note that the array starts and end with a square It is an ordered list of values to store multiple values. But we want to filter on the JSON attributes for this example. For example, the first of the drawer attributes? From 2016, SQL Server supports to convert JSON data to rows & columns format and vice versa. How is "He who Remains" different from "Kang the Conqueror"? How did Dominion legally obtain text messages from Fox News hosts? This should make our query faster. [DataContract ] public class Data { [DataMember (Name = "name" )] public string Name { get; set; } [DataMember] public string Custnumber { get; set; } } Expand . If youre experienced with JSON, youll find the rest of the guide more useful as we go into the details of working with JSON in SQL Server. "SQL Server Books Online", "CAST and CONVERT", "Date and Time Styles" for date style information. 1) "\/DATE(" found at position1 but the date is not 13 numeric characters. These NoSQL databases primarily uses JSON structured However, we can use a number to reference the position in the array. SQL Server provides the following JSON functions to work with JSON Data: We can view these functions in the following image of Microsoft docs. Theres also an attributes column, which has the data type of NVARCHAR. Using the method above, we needed to enter the data in exactly the right format. Instead of updating the field to say it has a material of metal, wood, and plastic (which would involve reading the existing value and including it in the update), we can use append and add the value of plastic to it. Why does Google prepend while(1); to their JSON responses? Here are few examples to understand how json file format can be used in SQL. Splitting a Data Structure Another way to use this function is to get elements of a structure known from a variable or a column table. Thanks for contributing an answer to Stack Overflow! In this case, you can flatten JSON hierarchy by joining parent entity with sub-arrays. How do we know the text we add to this field is valid JSON and not just a text string? What does a search warrant actually look like? It uses a combination of different brackets, colons, and quotes to represent your data. It retrieves the first JSON object and gives you the following output. The word append goes before our JSON path inside the string. When we split ProtocolModificationDynamicData there were 2 values which were translated into 2 rows from 1 row. A name/value pair is two values enclosed in quotes. A normalised database structure, one with tables and columns and relationships, works well for most cases. What is behind Duke's ear when he looks back at Paul right before applying seal to accept emperor's request to rule? $.Employees[1].Address. Do you have any questions? Ways to Split delimited column into multiple rows Method 1. In this article, we will explore JSON_QUERY() functions in SQL Server to extract JSON objects and array from the Create indexes on JSON properties and full-text indexes. The easiest is to use a string splitter that cracks the the list into table format and which also returns the list position: WITH splitting AS SELECT t.SrNo, t.Name, s.Code, s.ListPos FROM tbl t CROSS APPLY dbo.splitfun(t.Code)) SELECT SrNo, Name MIN (CASE ListPos WHEN 1 THEN Code END) AS Code1, MIN (CASE ListPos WHEN 2 THEN Code END) AS Code2, MIN (CASE ListPos WHEN 3 THEN Code END) AS Code3 . Just because you can, doesnt mean you should. But then you may be better off using a NoSQL database rather than SQL Server. Store information from SalesReasons, SalesOrderDetails, SalesPerson, Customer, and other tables that contain information related to sales order into JSON columns in the SalesOrder_json table. For example, to delete all rows where the color attribute is brown: This will remove the matching records from the table. Now, we want to retrieve the Employees array. The INSERT statements will work, and the data will look like this: Once youve got some JSON data in a table, the next step is to read it. { "Width": 800, "Height": 600, "Title": "JSON split function", "Thumbnail": {"Url": "http://www.example.com/image/SS2008jsontn", "Height": 50, "Width": "95" }, "IDs": [1, 33, 77] }, {"Url": "http://www.example.com/image/SS2008jsontn", "Height": 50, "Width": "95" }. Lax is the default. There are several features in SQL Server that make it possible to filter on JSON data. I ran the following script for each version. and its value is a JSON object (nested JSON). Say we have our Side Table product with a materials array of metal and wood: We want to also say it has a material of plastic. Index JSON data. In this article, we are exploring JSON_QUERY() function using various examples. The open-source game engine youve been waiting for: Godot (Ep. The corresponding SQL code to create a JSON file format is as follows: CREATE FILE FORMAT "DEMO_DB"."PUBLIC".JSON TYPE = 'JSON' COMPRESSION = 'AUTO' ENABLE_OCTAL = FALSE ALLOW_DUPLICATE = FALSE STRIP_OUTER_ARRAY = TRUE STRIP_NULL_VALUES = FALSE IGNORE_UTF8_ERRORS = FALSE; Similarly lets also create an XML file format: If you want to get JSON data from a table and show it in a table format using OPENJSON, youll need to use the CROSS APPLY feature to reference a table. One way to update JSON data is to add a new item to an existing JSON value. Weve seen in the examples so far in this guide that using an NVARCHAR with a check constraint in SQL Server automatically validates data for you. This will insert a new product that has an array of drawers. JSON also supports arrays, which is a collection of records within an object. The result is 1 so its a valid JSON value. What are some tools or methods I can purchase to trace a water leak? It works in the same way. In this article I will give a brief introduction to the JSON format, describe the fnSplitJson2 syntax and options, and show some examples of its use. Create procedures and views that query JSON data. JSON stands for JavaScript Object Notation, and its a way to format and store data. 3.3 Add Output Columns for Main JSON Document. sql. At this step, we can use the JSON function to query data in the AdventureWorks2016_EXT sample database. Just noticed. How to draw a truncated hexagonal tiling? These two objects are posts and they are contained in an array. JSON is flexible and quite powerful, but just because you can store data in a JSON field, doesnt mean you should. It becomes necessary for SQL database administrators as well to understand JSON and use SQL Server function in SQL Server can also format query results in any format, such as OData JSON or GeoJSON. You can specify either strict or lax inside the path parameter before the actual path. Our path expression would look like this: We can write the JSON_VALUE function like this: Weve added this JSON_VALUE function to our WHERE clause, and added a condition where the color is equal to brown. For more information, see Convert JSON Data to Rows and Columns with OPENJSON (SQL Server). For example, in order to parse data in SQL Server 2008 and above, we use OPENJSON function which transforms a JSON array to a table. First, we create a new column that contains the color attribute: We can select from the product table to see it. Using NewtonSoft.dll by Linq 4. This is the concept of a black box. These NoSQL databases primarily uses JSON structured data. When a map is passed, it creates two new columns one for key and one for value and each element in map split into the row. The @Option parameter is used to change default settings when the function is run. | GDPR | Terms of Use | Privacy. Search by the Primary Key and other fields. If the output column is of type json or jsonb, the JSON value is just reproduced exactly.. 3.3. JSON Method 4. key:value pairs will not be returned as column:cell - each key:value pair will be returned in a separate rows: This will be also available in Azure SQL Database soon. Based on my contribution to the SQL Server community, I have been recognized as the prestigious Best Author of the Year continuously in 2019, 2020, and 2021 (2nd Rank) at SQLShack and the MSSQLTIPS champions award in 2020. How to Easily Parse and Transform JSON in SQL Server | by Eric Kleppen | Level Up Coding 500 Apologies, but something went wrong on our end. How can I recognize one? If you want to insert JSON data that contains arrays, you can enter it using text in a JSON format. However, if your requirements mean that your data structure needs to be flexible, then a JSON field may be good for your database. An extra column is added in order to see which values come from the same row. We can do this with an UPDATE statement and the JSON_MODIFY function. Refresh the page, check Medium 's site status, or find something interesting to read. The following example updates the value of a property in a variable that contains JSON: You don't need a custom query language to query JSON in SQL Server. Other than quotes and umlaut, does " mean anything special? http://msdn.microsoft.com/en-us/library/bb299886.aspx, http://weblogs.asp.net/bleroy/archive/2008/01/18/dates-and-json.aspx. Formatting and escaping are handled by SQL Server. The function has the capability to return the option variable's values by setting the debug option equal to 1. They are separated by a colon :. Another reason why using primarily JSON fields to store your data is not a good idea is that it can struggle with performance. databases to store the unstructured data. Names in JSON need to be enclosed in double quotes. The JSON format uses a comma for the character to split on. View all posts by Rajendra Gupta, 2023 Quest Software Inc. ALL RIGHTS RESERVED. It can be useful to use strict if you need this for your application. We can see that width has been added to the list of attributes. You can then use standard Transact-SQL and built-in functions to prepare the reports. JSON data can be enclosed in curly brackets which indicate its an object. Now you can combine classic relational columns with columns that contain documents formatted as JSON text in the same table, parse and import JSON documents in relational structures, or format relational data to JSON text. After you restore the sample database to an instance of SQL Server, extract the samples file, and then open the JSON Sample Queries procedures views and indexes.sql file from the JSON folder. We can use strict mode for getting the error message. Can patents be featured/explained in a youtube video i.e. As you know, we cannot use the JSON_VALUE() function to retrieve an object or array. One design is to have the web method and the stored procedure to each have the 3 input parameters. In this case, we can specify the array that we want to retrieve with The web service expects a request and response in the following format: Request: /Northwind/Northwind.svc/Products(1)?$select=ProductID,ProductName, Response: {"@odata.context": "https://services.odata.org/V4/Northwind/Northwind.svc/$metadata#Products(ProductID,ProductName)/$entity", "ProductID": 1, "ProductName": "Chai"}. It consists of key-value pairs. In an array the data itself. * to the select list) the non-split values in the other columns are duplicated. A JSON null value is converted to an SQL null in all cases. its working fine. JSON stands for JavaScript Object Notation, and is a lightweight data-interchange format. When using JSON, you can significantly reduce the load on the server CPU in comparison with XML. SQL Server offers an append keyword as part of the JSON_MODIFY function. The PATH option uses dot-separated aliases in the SELECT clause to nest objects in the query results. JSON is not a replacement for existing relational models, however. SQL Server provides a hybrid model for storing and processing both relational and JSON data by using standard Transact-SQL language. It also gives you NULL value in the output If we try to get a scalar value from the JSON_QUERY() function. A virtual column is a column that is a calculation based on another column in the table. Other than quotes and umlaut, does " mean anything special? JSON was standardized in 2013 and the latest version of the standard (ECMA-404: The JSON Data Interchange Syntax) was released in 2017. One of the JSON-related features supported in SQL Server 2016 is the ability to return data in the JSON format, which we do by adding the FOR JSON clause to a SELECT statement. This will transpose the data into columns, and specify data types, which can be useful to INSERT data. Transform arrays of JSON objects into table format. Each file will be a separate row in the table.Ideally, inserting the following files would give me a table with three rows where JSON_DATA The JSON data can also be stored in your database and processed by an ORM (Object Relational Mapper) or your application code, so your database may not need to do any extra work. But why isnt it showing in the results? SQL Server can import the contents of JSON files, parse it by using the OPENJSON or JSON_VALUE functions, and load it into tables. To use it on a JSON value, we need to declare and set a value first. With this JSON validation, the data is automatically validated for us. If your line-delimited JSON files are stored in Azure Blob storage or the Hadoop file system, you can use PolyBase to load JSON text, parse it in Transact-SQL code, and load it into tables. A quick example: SELECT * FROM STRING_SPLIT('a,b,cd', ','); /* result: value -------- a b cd */. With record 5 (name = nested 3), you would take the value and run it into the function: Normally the comma is the split character. We have created a table called product. Also, we get to use the various SQL Server JSON functions on the JSON data to make working with it easier. First, we use the $ argument in the second parameter, and we get the complete JSON string, as shown below. Transform relational data from your database easily into the JSON format used by the REST APIs that support your web site. Its good for when there are multiple attributes: Additional attributes, or name/value pairs, can be added by using a comma to separate them. Consider using the advantages of SQL Server relational database and using JSON where appropriate. An object is an unordered set of name/value pairs. personVist6 | 01:00AM, Assuming it's SQL Server it seems you're looking for something like this. Asking for help, clarification, or responding to other answers. So far weve seen examples of using different functions to read and filter JSON data. You can refer to article, Each key should be enclosed in a double-quote, We can have a string, object, array, Boolean or number data format in a value, Each key should use colon (:) to segregate from the values. Transferring Data with JSON in SQL Server, Format Query Results as JSON with FOR JSON. The JSON_MODIFY function syntax looks like this: The function returns the updated JSON string. For example, you might want to generate JSON output that's compliant with the OData specification. Parsing JSON data in Unicode is 5-15% faster. We can use the table value function OPENROWSET for reading data from a file and return a table in the output. There are two DELETE operations you can do when working with JSON fields: Deleting a row from your table is done in the same way as regular SQL. Run some queries that call the stored procedures and views that you created in steps 2 and 4. If there is a further split of 1 values into 2, then there are 4 rows, and so on. JSON support in SQL Server and Azure SQL Database lets you combine relational and NoSQL concepts. If we try to retrieve the scalar value using * to the select list) the non-split values in the other columns are duplicated. In the following example, we have a JSON string that contains key-value pairs, a JSON array and JSON object. Note that the only difference between this input string and the input string from the previous example is the surrounding brackets instead of the surrounding braces. Run the scripts in this file to reformat some existing data as JSON data, test sample queries and reports over the JSON data, index the JSON data, and import and export JSON. When you need real-time analysis of IoT data, load the incoming data directly into the database instead of staging it in a storage location. 1 is the starting position. The path must refer to an existing attribute key. Using Extension Method and Class 4 ways to Convert JSON to DataTable in C# - asp.net At the same time, JSON is used by the NoSQL (Microsoft Azure Cosmos DB, CouchDB, etc.) What has your experience been like? I will use the following terms when referring to these: The output table gives more data than you will normally use, but I have found it helpful in debugging input strings and in determining if there are nested objects or arrays. Not the answer you're looking for? If enable_ordinal is NULL, omitted, or has a value of 0, STRING_SPLIT returns a single-column table whose rows contain the substrings. How do I UPDATE from a SELECT in SQL Server? Why was the nose gear of Concorde located so far aft? Youll also notice in this example the curly brackets are on their own lines and the data is indentented. Don't run this part if you want to keep the stored procedures and views that you created in steps 2 and 4. As you can see from the options available for fnSplitJson2, if I had to write it with a parameter for each option the code would look something like: where parameters 2 -8 are the options. To call this function we would have to specify all 7 option parameters, which makes the function difficult to call (in my opinion). We can run the same SELECT statement as above to see the updated value. To return objects or arrays, we need to use the JSON_QUERY function. This will mean that the new value should be added or appended to the end of the array. 3.4 Add JSON Array / JOIN Conditions for related document. However, we can use an NVARCHAR field. There is a function in SQL Server that allows you to update a field quite easily: the JSON_MODIFY function. The function will convert them to the nchar value. We have another set of curly brackets indicating another object. Select the default Each occurrence of the delimiter option, and then select OK. Power Query splits the Sales Rep names into two different columns named "Sales . 1 messages. Azure SQL Database As an alternative you can use openjson without WITH clause to dynamically return all key:value pairs from the JSON object: In this version, OPENJSON will return pivoted values. He looks back at Paul right before applying seal to accept emperor 's to! Json null value in the second parameter, and we get the complete string... Umlaut, does `` mean anything special ( nested JSON ) of values to store your data an of! Strict mode for getting the error message example, we needed to enter the data is validated! Rows and columns and relationships, works well for most cases AdventureWorks2016_EXT sample database procedure to each have the input! At Paul right before applying seal to accept emperor 's request to rule gives! Which can be stored in NVARCHAR columns in a denormalized model for flexibility call to web. Text into a SQL database lets you combine relational and NoSQL concepts posts and are! Field and display it in the second parameter, and specify data types which. Nosql database rather than SQL Server with JSON in SQL Server relational database and using JSON appropriate. Equal to 1 can store data `` \/DATE ( `` split json data in sql server column at but. Method above, we can not use the JSON_QUERY ( ) function using various examples introduced in SQL within fnSplitJson2! 1 values into 2 rows from 1 row we can use strict if you want to insert JSON data why... Theres also an attributes column, which can be enclosed in curly brackets indicating object! 2 rows from 1 row order to see the updated JSON string contains... Procedures and views that you created in steps 2 and 4 attribute: can. The page, check Medium & # x27 ; s site status, or a... Json path inside the string can run the same row field is JSON! Declare and set a value from the product table to see which values come from the JSON_QUERY.! Are on their own lines and the data type of NVARCHAR format and versa. Is that it can struggle with performance products with a wide range of variable in... Text we add to this field is valid significantly reduce the load on the attributes... Is a JSON field, doesnt mean you should the end of drawer... Combination of different brackets, colons, and so on appended to the table weve examples. Table to ensure the data is not a good idea is that can... Refresh the page uses a comma for the character to split on split character in Unicode 5-15! A in this example the curly brackets indicating another object output column is or! Nosql concepts data sent or received by your application and not just a text?... Select clause to nest objects in the table to ensure split json data in sql server column data type of.! Different split json data in sql server column to read here is an unordered set of curly brackets which indicate its an object an. The other columns are duplicated the JSON_QUERY function I UPDATE from a emission. Arrays, which has the data in Unicode is 5-15 % faster CLR TVF that parses JSON or JSON... And Azure SQL database lets you combine relational and JSON data that contains key-value pairs, a JSON.. 2, then there are 4 rows, and we get infinite energy from a continous emission spectrum while 1! Also supports arrays, we use the JSON_VALUE ( ) function to query data in Unicode is %! It uses a comma for the character to split delimited column into rows. Lets you combine relational and JSON object see which values come from the JSON attributes for example... 1 ) `` \/DATE ( `` found at position1 but the date is not 13 numeric.... We add to this field is valid to be the split character a field quite easily the. Add JSON array / JOIN Conditions for related document for existing relational models, However s site,! And Azure SQL database why you might want to retrieve the Employees.! Some CLR TVF that parses JSON or jsonb, the JSON value, we need to find write... Matching records from the JSON_QUERY ( ) function stored in NVARCHAR columns in a model. Check Constraints are inspected whenever data is indentented updated value then you may better. Google prepend while ( 1 ) `` \/DATE ( n ) \/ specify types! You may be better off using a high-pass filter I will use the JSON_QUERY.. 2023 Quest Software Inc. all RIGHTS RESERVED the path parameter before the actual path are.! It can struggle with performance the list of values to store multiple values JSON null value is just exactly. New value should be added or updated in the JSON field can be useful use... Azure SQL database right format does Google prepend while ( 1 ) `` \/DATE ( n ) \/ this remove! Conditions for related document values from JSON text into a SQL database being output if output... Possible to filter on JSON data in a JSON format ), we needed to enter data. 2 values which were translated into 2 rows from 1 row support in SQL Server that allows you to NoSQL... A virtual column is added in order to see the updated value working with it easier emission spectrum color. I can purchase to trace a water leak and so on be useful to use it does mean! To their JSON responses object and gives you null value is sstorm of... Has an array of drawers a replacement for existing relational models, However an attributes column, which can used! Continous emission spectrum default settings when the function will convert them to table... Is username and the value is a column that contains key-value pairs, JSON... Which is a further split of 1 values into 2, then there are 4 rows, and to! Update, or merge results from JSON JSON_VALUE ( ) function and a. And vice versa are inspected whenever data is to add a check Constraint to the of... Add to this field is valid struggle with performance combine NoSQL and relational concepts in the query results several... Constraint to the table to see the updated JSON string that contains the attribute... A field quite easily: the function will convert them to the select clause nest! Argument of `` \affil '' not being output if the first of the array starts and end a... Is not 13 numeric characters consider using the method above, we want to insert.. Lax inside the string good idea is that it can struggle with performance the date not... Which can be used in SQL Server provides a hybrid model for flexibility umlaut. Added to the table value function OPENROWSET for reading data from a continous emission spectrum we use the (... Enable you to combine NoSQL and relational databases of using different functions to prepare the reports JSON and not a! Reading data from a file and return a table in the AdventureWorks2016_EXT sample database UPDATE a field quite:! Format query results a good idea is that it can struggle with.! Text in a denormalized model for flexibility nested JSON ) format and store data in Unicode 5-15... Already know, JSON uses a comma for the character to split delimited column into multiple rows 1... Delete all rows where the color attribute: we can add a new item to an existing JSON value RESERVED! This JSON validation, the data is automatically validated for us methods I purchase. New product that has an array split json data in sql server column for the character to split on file format can enclosed. Stored procedures and functions on JSON data to make working with it easier a! Bridge between No-SQL and relational databases from JSON JSON_VALUE ( ) function value. Using a NoSQL database rather than SQL Server does not have a JSON-specific data of. We use the UPDATE statement are on their own lines and the stored procedures and views that created! Products with a wide range of variable attributes in a denormalized model for storing and processing both relational and concepts. A path after the type specification to reference a property by a name! Found at position1 but the date is not a replacement for existing relational models However... Are several features in SQL Server it seems you 're looking for something like this remove the matching from! That call the stored procedure name and last name into two columns dynamic setting of T-SQL in. News hosts & # x27 ; s site status, or has a value first combine NoSQL and databases... For: Godot ( Ep database lets you combine relational and JSON data to rows & amp columns! The result is 1 so its a valid JSON value has a value first data. Json support in SQL these two objects are posts and they are contained in an array the 3 input.! Appended to the select list ) the non-split values in the AdventureWorks2016_EXT sample.... 1 values into 2 rows from 1 row Outputs tab in all cases merge results from JSON into... Or use some extremely complicated T-SQL one way to format and vice versa not. Steps 2 and 4 as you know, JSON uses a combination of different,! Is run names in JSON need to use it keyword as part of the drawer attributes from... Columns, and its a valid JSON and not just a text string attributes,! An extra column is added or appended to the Inputs and Outputs.... Books Online '', `` CAST and convert '', `` CAST convert! That call the stored procedures and functions to filter on JSON data be...

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