cosmos db query nested json

Cosmos DB is truly schema-free. So let's extend our query a bit. Array Cosmos In Db Query [84R2CY] The example memory'll use is an intercept flight pricing database. Azure Cosmos DB has assigned additional fields to the item such as id and _etag. Using LINQ to Query Dynamic Schema-less Cosmos DB ... Nested Json Sql Server [X3DLKO] How to list all JSON properties in an Azure Cosmos DB ... Working with JSON in Azure Cosmos DB | Microsoft Docs You can use the following properties to access array elements, including objects nested in arrays. Getting Nested query result from Cosmos DB with property named "Value" Ask Question Asked 2 years, 2 months ago. MongoDB MongoDB There are also some use cases where we need to alter summary 2. example: given the above state of database, by passing clientId: 123456, deviceId 321 deviceType "kindle", notification "false" the db will change to. Viewed 866 times 3 I have Cosmos Db collection, I am trying to query the "Key" "Value" pair from. The API we use for talking to the SQL API is Microsoft.Azure.Documents.Client which can be found in Nuget. Index types in Azure Cosmos DB Hacking: accessing a graph in Cosmos DB with SQL ... Azure Cosmos DB is a globally distributed, multi-model database. A document is simply a JSON file. In this example, the CosmosDB input binding is bound to an instance of DocumentClient. Correlated subqueries have the following uses when querying arrays: Optimize JOIN expressions. For that you need to use the query API for the specific database. The filter is an optional . This model allows you store objects as "documents", being as JSON. In this lab, you will query an Azure Cosmos DB database instance using the SQL language. Automatically expand all fields from a JSON document in Power BI and Power Query. Azure Cosmos DB API for Mongo DB You should see a new item in your container. The Query. SELECT {"my":f.id } AS new from f WHERE f.id = "test2". Mysql Nested Json. A subquery is a query nested within another query. If you work with JSON documents that are new to you, it can be very helpful to fully expand JSON to see at a glance what's in there. Now here's a little secret: although we choose the "model" (e.g . We have released support for Azure Document DB as other data common in Azure. There has been a prerelease version of an EF Dataprovider for Cosmos DB SQL API for some time now. Don't hesitate to go over to the official . This requires an undestanding of the path . I am looking for a way where I can filter out the details array based on the key and value provided as input. The SQL used is essentially a subset, optimized for querying JSON documents. See querying actor state. You will use features common in SQL such as projection using SELECT statements and filtering using WHERE clauses. To obtain the connection string needed to connect to a Cosmos DB account using the SQL API, log in to the Azure Portal, select Azure Cosmos DB, and select your account. Let's look at a basic JSON document. Here are examples for parameterized queries in each Azure Cosmos DB SDK: One advantage of the Azure Cosmos DB SQL API is that you can use SQL syntax to query the document. json, complex2. The body of the request is the JSON map with 3 entries: filter, sort, and pagination. . However, I prefer to use LINQ because I don't have to manipulate strings and can take a more fluent approach. The fact that JSON is intrinsically mapped to the Javascript language type system and is also the basic unit of storage in Cosmos DB allows for a number of optimizations like lazy materialization of JSON documents in the buffer pool and making them available on-demand to the executing code. . You can store data with key/values pairs, records with multiple columns (table storage), documents, and data linked within graphs. Now I want to write a query that would return all of the people with the first name of "Bob". Azure Cosmos DB is a globally distributed, multi-model database service that supports document, key-value, wide-column, and graph databases. There is another property location, with more nested properties for city and state province name. I had a previous blog comparing Cosmos DB to a relational database (see Understanding Cosmos DB coming from a relational world) and one topic that it did not address that I want to now is how to handle reference tables that are common in the relational database world. Basic Example. If we query those documents, we'll get a JSON array back. We've seen how to use Cosmos DB with Gremlin in a past article. Microsoft Azure Cosmos DB supports querying documents using SQL as a JSON query language on SQL API accounts. Hi, I am trying to write a query to extract data from a nested set of JSON. Optimize an Azure Cosmos DB Solution (15-20%) Optimize query performance in Azure Cosmos DB Core API adjust indexes on the database calculate the cost of the query retrieve request unit cost of a point operation or query implement Azure Cosmos DB integrated cache Design and implement change feeds for an Azure Cosmos DB Core API 2. Since it's a SELECT * query, the output of the query is the complete JSON JSON Data Set Sample. Azure Cosmos DB is a NoSQL database from Microsoft. One of the models is SQL which, very confusing, has little to do with SQL. I need to update a single object that is at level 4 in a nested JSON document. Cosmos DB, like many NOSQL databases, saves a json string, which Cosmos DB calls a "Document" - I showed you that in the first example. Also since DocumentDB is schema-less, parameters are not validated against any type. Due to which I cannot define predefined model and execute linq queries. Azure Cosmos is a highly-available globally-distributed multi-model database with competitive performance SLAs. This is a quick post to share how we can use the coalesce operator in Azure Cosmos DB (which is a schema-free, NoSQL database formerly known as DocumentDB) to handle situations when the data structure varies from file to file. Specify the required connection string properties. The Azure Cosmos DB query language is based on the JavaScript programming model, and the Core (SQL) API is rooted in the JavaScript type system, expression evaluation, and function invocation. Click on the New SQL Query icon on the top menu bar to open a query window. So how can I get it Couchbase Array Functions is the solution. Write query nested JSON. So it's entirely possible I said something really stupid in this article, or maybe I missed a much simpler way of doing things. In this article, you will learn how to use Azure Cosmos DB - a key-value store solution - your ASP.NET app instead of a relational database. Querying JSON data using the SQL API. Whether you're just firing up your first MongoDB Atlas cluster, or you're a long-time veteran user, we put together our best set of useful examples to refresh your knowledge or help you get your bearings. Nested json sql query. To specify an equality condition on a field that is an embedded/nested document, use the query filter document { <field>: <value> } where <value> is the document to match. Wait, Jeremy. "nested json" Code Answer. Composite indexes were introduced in Azure Cosmos DB at Microsoft Build 2019. Azure Synapse Link is in preview mode as of November 2020 and available for Azure Cosmos DB SQL API containers or for Azure Cosmos DB API for Mongo DB collections. For more information, see the JSON specification. We can use json_query (which only selects valid json) and json_value (which only select a scalar), to build a query. It returns a table with all values in column "Value" and additional . I would like to do something like this, to flatten the nested data in to tabular format for each set select p.contact_name, p.addr_type, p.contact_phone from embedded.<wildcard>.properties p I need to find a way to get . Azure Function Blob . To obtain the connection string needed to connect to a Cosmos DB account using the . Wait, Jeremy. The strict JSON Document/Collection data model that we just discussed. There is no schema, so you don't need to define columns and data types. Cosmos DB - An Overview (Part 1) As we all know, Cosmos DB is a document database that can be run in SQL API or MongoDB API modes. Active 1 year, 7 months ago. Azure Cosmos DB SQL API accounts provide support for querying items using the Structured Query Language (SQL), one of the most familiar and popular query languages, as a JSON query language. SELECT p.manufacturer, p.name, f.comments, f.rating FROM p JOIN f IN p.feedback WHERE f.rating < "3". In Azure Cosmos DB case, we can interpret NoSQL to not only SQL because it provides a SQL API that we can use to query JSON-formatted documents stored in Cosmos DB using SQL queries. Query the JSON items. You can follow along the steps required to process simple and nested Json in the following steps. Dealing with JSON data in SQL Database introduces several challenges. In the Entity Data Model wizard, select the option 'EF Designer from database'. I will be using SQL queries to get data out of a CosmosDB database. To demonstrate their differences, check out a simple example query using both a relational database and Cosmos DB. Azure Cosmos DB is truly schema-free. Custom Schema Definitions enable you to define static tables and give you more granular control over the relational view of your data; for example, you can write schemas defining parent/child tables or fact . Ideally, it would be great to use a single Azure Data Factory (ADF) Copy Activity to query SQL as the source and write the output directly to Cosmos DB sink as proper JSON objects.However, currently, it is not possible to perform the needed JSON transformation in one Copy Activity. Arrays are returned as JSON strings, by default. The Query. Jovan explains that JSON is very lightweight and simple, and much better to work with than XML. You will also get to use features unique to Azure Cosmos DB's SQL API such as projection into JSON, intra-document JOIN and filtering to a . I click on the link . Instead you pass a document to the document database and it will store it in JSON . In this lab, you will explore how to use these rich query capabilities directly through the Azure Portal. 2.1 If devices array doesn't contain DeviceId add a new element to the array with the passed values. However, I prefer to use LINQ because I don't have to manipulate strings and can take a more fluent approach. Linq provider translates the language-integrated queries written in C# into Cosmos DB SQL. Data is stored in JSON format. Getting Nested query result from Cosmos DB with property named "Value" Ask Question Asked 2 years, 2 months ago. At this point in time (August 2017) there are four supported models: DocumentDB (also named SQL because the query language is similar to T-SQL), MongoDB, Tabular & Gremlin. Select CData Cosmos DB Data Source in the dialog that is displayed. Enter Azure Cosmos DB. Cosmos DB for the SQL Professional - Referencing Tables. SELECT {"my":f.id } AS new from f WHERE f.id = "test2". No separate tools or client side code are required. As this example query results in 701 records in SQL so it will be converted into 701 documents in Cosmos DB. example JSON. With this you create a join between the document root (product base data) and the sub-document/array "Feedback". You submit query requests via HTTP POST/PUT or gRPC. Active 1 year, 7 months ago. Similarly you can use to_json() method to encode or convert columns in DataFrame to JSON string and send the dataset to various destination like EventHub, Data Lake storage, Cosmos database, RDBMS systems like SQL server, Oracle etc. It is globally distributed and offers multiple models. Step 2: Create the SQL API Database. See . Use the Azure Cosmos DB SQL API SDK for Python to manage databases and the JSON documents they contain in this NoSQL database service. In this post, we'll explore composite indexes and highlight common use cases. Difference in the above JSON documents are Doc1 does not have state property inside address and inside cars -> Doc1 has Variation . Parameter values can be any valid JSON: strings, numbers, Booleans, null, even arrays or nested JSON. In Azure Cosmos DB case, we can interpret NoSQL to not only SQL because it provides a SQL API that we can use to query JSON-formatted documents stored in Cosmos DB using SQL queries. I want to see what nested JSON properties are available to query. In Cosmos DB, you store JSON documents in containers. Azure Cosmos DB SQL - how to unescape inner json property Azure Cosmos DB - Azure DocumentDB Data Migration Tool - Not able to export large database (4gb) to json file azure - How to find duplicates in a nested array in cosmos db without GROUP BY and COUNT azure cosmosdb - Alternative to group by for cosmos db learning to work with JSON data using SQL query language in an Azure Cosmos DB account. Try a few queries against the JSON data to understand some of the key aspects of Azure Cosmos DB's SQL query language. In this chapter, we will start our journey toward developing applications that work with a globally distributed, massively scalable, and multi-model database service provided by Microsoft: Azure Cosmos DB. This allows us to perform more complex queries against Cosmos DB as we saw in part 2 of this series. This makes it very easy to model data, because you don't need to split complex objects into multiple tables and use joins like in . The Cosmos DB database has certain limitations over what you are used to with SQL database. Azure Cosmos DB (formerly known as Azure Document DB) is a NoSQL, multi-model, globally-distributed database . Consequently, you will use a second collection when learning how to query more complex JSON documents. All of these benefits are possible with just a few clicks. however, I don't want to add ID manually every time and would like to query the sub-elements as well. I tried this following by adding id manually to JSON, which does works. Figure 2.17 - Adding New Container in Cosmos DB Account in Sales Database. Querying the state. By its commitment to the JSON data model directly within the database engine, it provides automatic indexing of JSON documents without requiring explicit schema or creation of secondary indexes. Then, it was difficult. Azure Cosmos DB supports two types of attachments Unmanaged Attachments are a wrapper around an URI reference to a blob that is stored in some external service contract example Azure Storage OneDrive etc This approach though similar to storing a URI property inside a standard Azure Cosmos DB item. Query results including embedded JSON. Here's an example query that adds on a filter for city, a property outside of the gifts array. Working query: SELECT ed From c JOIN ed IN c.ExtendedData Where ed.Key = "MembershipTypeId" . Filter dynamic nested json array in cosmos mongo db. MongoDB is the document database designed to make it easy for developers to work with data in any form, and from any programming language. In this post, let us see basic SQL's to query the JSON documents. The Azure Cosmos DB account is created, and the free account should be valid for the next 30 days. Cosmos DB not only offers a different data model, but is also cheaper than the SQL Azure Database, that is a distributed relational database, In fact, Cosmos DB offers somewhat different data models, namely: 1. On contrary to a normal SQL database, a document DB stores documents in the database. The two big ones are: 1. Azure Cosmos DB supports correlated subqueries. By default, the driver projects columns over the properties of objects. First, I need to find out the array position of the . I have this nested JSON to which I want to query in cosmos DB. . Don't hesitate to let me know in the comments! The main point here to note is each row of the SQL query result will map to self-contained JSON document for Cosmos DB. Convert JSON to SQL database script. Introduction to NoSQL in Cosmos DB. - [Instructor] We know that we can store documents in Azure Cosmos DB's SQL API using JSON. Azure Cosmos DB SQL API is the primary API, which lives on from the former Document DB. To accomplish this we can combine a timer trigger, cosmos DB input binding, and a Twilio SMS output binding. Click the New SQL Query button at the top of the Data Explorer section. So to avoid all of this, it is implemented in the form of JSON and JavaScript. For example, the following query selects all documents where the field size equals the document { h: 14, w: 21, uom: "cm" }: MongoDB Shell. We will focus on a high-level technical overview of this innovative database service. Azure cosmos db database, your source container that uses this example of azure cosmos db accounts can never be sure you need a different consistency. JSON allows for nested nodes, arrays and arrays of objects, and Cosmos DB SQL can handle all of these when reshaping the output data. No migrations - can cause problems! Documents. Viewed 866 times 3 I have Cosmos Db collection, I am trying to query the "Key" "Value" pair from. In Azure Cosmos DB case, we can interpret NoSQL to not only SQL because it provides a SQL API that we can use to query JSON-formatted documents stored in Cosmos DB using SQL queries. FlattenArrays: Set this property to the number of array elements that you want to return as column values. Azure Cosmos DB https: . I need something like: Select * from c where c.data.people [*].first_name = "Bob"; Notice that the "people" object is an actual JSON object not a JSON array, so no array_contains, I need basically the JSON obj equivalent. Azure Cosmos DB is a globally distributed, multi-model database service, like document, graph, key-value, and column store, NoSQL from Microsoft. Cosmos db query nested json. Azure Cosmos DB Core (SQL) API provides a formal programming model for rich queries over JSON items. But in Cosmos DB Collections stores Json Documents, and Json is Hierarchical Structure, so you can embed json and have nested Json object in your cosmos document. Due to which I cannot define predefined model and execute linq queries. Azure Cosmos DB is Microsoft's globally distributed multi-model database service. Filter dynamic nested json array in cosmos mongo db. I have this nested JSON to which I want to query in cosmos DB. however, I don't want to add ID manually every time and would like to query the sub-elements as well. This is a perfectly valid query: SELECT * FROM c WHERE <filter> ORDER BY c.timestamp DESC. This is the first post in a series of 2: Handling type hierarchies in Cosmos DB (part 1) (this post) Handling type hierarchies in Cosmos DB (part 2) Azure Cosmos DB is Microsoft's NoSQL cloud database. We will start with the basic queries using SELECT, WHERE, ORDER BY, TOP, Between and IN clauses . Disclaimer: I am by no mean a TypeScript expert. Compass. You can find additional information in the related links section. Now we can query data. Working query: SELECT ed From c JOIN ed IN c.ExtendedData Where ed.Key = "MembershipTypeId" . Click New Connection. In Azure Cosmos DB's SQL (Core) API, items are stored as JSON. Since Azure Cosmos DB is schemaless, parameters aren't validated against any type. If you need massive amounts of data, reads, and writes with fast responses and high throughput, Azure Cosmos . This is a perfectly valid query: SELECT * FROM c WHERE <filter> ORDER BY c.timestamp DESC. Cosmos DB provides the ability to elastically scale throughput and replicate storage across multiple regions. In the first part of this series Getting Started with Azure Cosmos DB, we looked at using Azure Cosmos DB for saving an individual's fitness routine and why this database structure is better for this data than a SQL database while also showing that we still have to organize our structure like a file system organizes files.In this part of our series, we'll begin looking at the terminology . With Spring Data Azure Cosmos DB, developers may use Spring Data natively on top of the Azure Cosmos DB SQL API to manipulate documents and issue custom or derived queries. 4. One advantage of the Azure Cosmos DB SQL API is that you can use SQL syntax to query the document. With our latest service update, additional query types can now leverage composite indexes. Applications, including serverless apps built with Azure Functions, can read events from the change feed and listen to new events on the change feed in real-time. Query on Cosmos DB data from . Is there a way to do this in the Azure portal, or via a SQL query?For the sample document here, I'd want to list the following JSON properties:. The following function has you covered for this task. I am looking for a way where I can filter out the details array based on the key and value provided as input. Microsoft goes on to confirm, "Cosmos DB stores all items with the same partition key in the same physical partition." This will be discussed further, below. Cosmos DB provides guarantees related to availability, throughput, consistency of your . In the query tab, replace the contents of the query editor with the following SQL query: SELECT * FROM foods WHERE foods.foodGroup = "Packaged Foods" So, we can perform the different types of Query and can interact with the database at the grain of schema-free documents. We can optimize most queries with JOINs and filters by rewriting them to include a subquery. Any workaround other than the usual SQL server hack? Varying data structure is a common issue in big data . The following query returns the items where the id field matches AndersenFamily. Scala. Azure Cosmos DB is a globally distributed, multi-model database service, like document, graph, key-value, and column store, NoSQL from Microsoft. Querying Documents With Different Structures in Azure Cosmos DB. You can follow the steps by running the steps in the 2_6.Reading and Writing Data from and to Azure Cosmos DB.ipynb notebook in your local cloned repository in the Chapter02 folder.. Upload the csvFiles folder in the Chapter02/Customer folder to the ADLS Gen2 account in the rawdata file system. This means creating a new collection called complexcars in the Cosmos DB emulator—or even in Cosmos DB if . The SQL API provides a formal programming model for rich queries over JSON items. PS: Parameterized SQL query documentation states that: Parameter values can be any valid JSON (strings, numbers, Booleans, null, even arrays or nested JSON). Azure Cosmos DB https: . Cosmos DB is Microsoft's flavoured document DB, you could call it Microsoft's Mongo DB that runs on Azure. This post addresses querying json data stored in SQL Database that is semi structured or of an unknown structure. The grain of schema-free documents additional information in the following steps this nested JSON a second when. Id manually to JSON, which does works there has been a prerelease version of an EF Dataprovider for DB! Choose the & quot ; nested JSON to which I can filter out the details array on. This also eventually is an SQL only NoSQL, multi-model, globally-distributed database SQL queries Azure. > Spring data Azure Cosmos DB SQL API is Microsoft.Azure.Documents.Client which can be in. Will also convert user-defined object type instances to JSON SQL query language on SQL API is Microsoft.Azure.Documents.Client can! Find out the details array based on the New SQL query icon on the key and value provided as.. Where the id field matches AndersenFamily DB, you store JSON documents most queries with JOINs and filters rewriting! Our query a relational database and it will store it in JSON directly through Azure! All values in column & quot ; MembershipTypeId & quot ; code Answer JS! You submit query requests via HTTP POST/PUT or gRPC: //pypi.org/project/azure-cosmos/ '' > Why use instead. By adding id manually to JSON, which does works return as column values ; ( e.g through... Perform the different types of query and can interact with the basic queries using SELECT statements and filtering using clauses! Recursively in Azure, the CosmosDb input binding is bound to an instance of DocumentClient at top... By adding id manually to JSON, which does works as a JSON array back will also convert user-defined type... The id field matches AndersenFamily does works database, a property outside of the gifts array connect to normal! Looking for a way WHERE I can not define predefined model and execute linq.. An EF Dataprovider for Cosmos DB - part 1 < /a > the query than... Using SELECT, WHERE, ORDER by c.timestamp DESC will be converted into 701 documents in DB. Db for the next 30 days, by default rich queries over JSON items the & quot model... Array with the passed values steps required to process simple and nested JSON properties are available to query the database... For some time now bar to open a query window and filters by rewriting them to include a.! Where & lt ; filter & gt ; ORDER by c.timestamp DESC replicate! Objects From multiple schemas additional fields to the item such as projection using SELECT, WHERE, by. Been a prerelease version of an unknown structure the example memory & # x27 ll. I get it Couchbase array Functions is the solution filters by rewriting to! Joins and filters by rewriting them to include a subquery a JSON array back by rewriting them to include subquery. Explore composite indexes this NoSQL database service main point here to note is each row the. Json to which I can not define predefined model and execute linq queries instead. Let & # x27 ; t need to find out the array with the passed.. Called complexcars in the related links section s a little secret: although we choose the & quot ; &. Fact, I know very little about JS, npm, gulp, etc query... And simple, and writes with fast responses and high throughput, consistency your! And it will store it in JSON few clicks a NoSQL, multi-model.! First, I need to find out the details array based on the New query. Is schemaless, parameters are not validated against any type highlight common use cases,. Am looking for a way WHERE I can filter out the details array based on top. ; children: familyName, givenName ; children: familyName, givenName, gender,,! - part 1 < /a > the query s a little secret cosmos db query nested json although we the. You store objects as & quot ; code Answer npm, gulp,.... Flattenarrays: Set this property to the number of array elements that can. Those documents, and much better to work with JSON types connect to a normal SQL database, a to... Menu bar to open a query window JSON & quot ; ( e.g ORDER by c.timestamp DESC update... With JSON data using SQL query icon on the top menu bar to open a window... With just a few clicks if you need massive amounts of data, reads and. 2.1 if devices array doesn & # x27 ; s extend our query a relational you. > azure-cosmos - PyPI < /a > JSON, which does works in 701 records in so. Of an unknown structure instead of Azure SQL Server hack intercept flight pricing database of! Of JSON and JavaScript sort, and much better to work with data... Simple and nested JSON data linked within graphs ; creationdate outside of the data Explorer section are not against. Of these benefits are possible with just a few clicks created, and writes with responses... Database at the top menu bar to open a query window seen how to Cosmos. The official service update, additional query types can now leverage composite indexes Azure... Of objects records with multiple columns ( table storage ), documents, &. Main part of this article, i.e first, I need to find out the details array based on key! Grain of schema-free documents properties of objects DB, you will explore how to more. Data types that is displayed ) API, items are stored as cosmos db query nested json found in Nuget returns a table all. Properties to access array elements, including objects nested in arrays for Azure document DB as we saw in 2! Columns ( table storage ), documents, we can Optimize most queries with JOINs and filters rewriting! > JSON cosmos db query nested json which does works go over to the document that is semi structured or of an Dataprovider! And filtering using WHERE clauses by adding id manually to JSON, which does works JSON_ARRAY function also! Get back a Set of rows millions of documents < /a > JSON, does. Db ( formerly known as Azure document DB as we saw in part 2 of this.! 1 < /a > the query strict JSON Document/Collection data model that we just.! Over JSON items database < /a > Cosmos DB an intercept flight pricing database and using! Select * From c WHERE & lt ; filter & gt ; ORDER,... A second collection when learning how to use linq for such query translation however this also eventually an... Documents in containers JSON to which I want to see what nested JSON & quot ;, as. Allows you store objects as & quot ; MembershipTypeId & quot ; ll explore composite indexes can SQL... This model allows you store JSON documents in Cosmos DB for the same objects From schemas. On SQL API is Microsoft.Azure.Documents.Client which can be found in Nuget main point here to note each. Href= '' https: //www.sqlchick.com/entries/2017/3/14/querying-documents-with-different-structures-in-azure-docdb '' > querying documents with different Structures in Azure Cosmos DB account in Azure DB!, being as JSON released support for Azure document DB ) is a perfectly query. Code Answer position of the SQL query language in an Azure Cosmos DB ; children: familyName, givenName gender... Arrays are returned as JSON EF Dataprovider for Cosmos DB with Gremlin in a past.. Queries using SELECT statements and filtering using WHERE clauses use these rich query capabilities directly through the Azure.. Released support for Azure document DB stores documents in the Cosmos DB supports querying documents SQL! Types can now leverage composite indexes JSON and JavaScript second collection when learning how to.... As we saw in part 2 of this, it is implemented the.: //www.sqlchick.com/entries/2017/3/14/querying-documents-with-different-structures-in-azure-docdb '' > SQL queries in Azure Cosmos DB account using the a simple example using! Will start with the basic queries using SELECT statements and filtering using WHERE clauses essentially subset... Them to include a subquery Azure SQL Server hack query more complex queries against Cosmos DB, being JSON. In part 2 of this innovative database service unknown structure of a similar type organized. With all values in column & quot ; value & quot ; ( e.g gulp etc! Information in the Cosmos DB query nested JSON queries using SELECT statements and filtering using WHERE clauses it Couchbase Functions.