Hi - we have an advanced filter in place on a shared Excel file - no idea how it got there but we can't get rid of it - and that means our standard filters are not filtering the entire data set. The 'clear' button is greyed out and if I click on the Advanced tab it is displaying list range: $A$1:$U$1. We just want to disable this and ideally prevent it ever being reapplied...
Today, we’re announcing the public preview of two GraphQL resolver types for Synthetic GraphQL in Azure API Management: Azure Cosmos DB and Azure SQL resolvers. If you ever faced the challenge of exposing your database through GraphQL, you’re aware of the complexities involved. It typically involves writing numerous lines of code, dealing with resolvers, and figuring out the nuances of database access. But is there a simpler way?
\n\n
Enter Azure Cosmos DB and Azure SQL data types in Synthetic GraphQL for Azure API Management. Upload your GraphQL schema and expose desired data using familiar database concepts – a seamless and straightforward process. In this blog post, I will walk you through the process of adding a GraphQL resolver for a Cosmos DB backend and demonstrate how to test it.
\n\n
Let’s look at the to-do list application as an example. Every to-do item has an id, title, and status. I already have some of the items in Azure Cosmos DB, which has the following structure, and want to enable a list of simple CRUD operations on it.
\n\n
{ \n \"id\": \"1\", \n \"title\": \"Test1\", \n \"completed\": false \n} \n
I can model this to-do item application by creating the following GraphQL schema:
\n\n
type TodoItem { \n id: ID! \n title: String! \n completed: Boolean! \n} \n\ninput CreateTodoItemInput { \n id: ID! \n title: String! \n completed: Boolean! \n} \n\ninput ReplaceTodoItemInput { \n id: ID! \n title: String! \n completed: Boolean! \n} \n\ntype Query { \n todoItems: [TodoItem] \n todoItem(id: ID!): TodoItem \n} \n\ntype Mutation { \n createTodoItem(input: CreateTodoItemInput!): TodoItem! \n replaceTodoItem(input: ReplaceTodoItemInput!): TodoItem! \n deleteTodoItem(id: ID!): Boolean \n} \n
To create this GraphQL API within the Azure API Management service:
\n\n
With the addition of Azure Cosmos DB and Azure SQL, you can now select what data source you want to use when you’re configuring your resolvers – HTTP API, Azure SQL or Azure Cosmos DB. Let’s create a Cosmos DB resolver for a 'todoItem' query:
\n\n
When you choose a specific data source, the resolver policy editor gets a pre-populated XML document that defines how to query a database and retrieve the data we need. For the todoItem query I need to get an element by ID, so I create the following policy:
\n\n
<cosmosdb-data-source> \n <connection-info> \n <connection-string>”replace-cosmos-db-connection-string”</connection-string> \n <database-name>tododemo</database-name> \n <container-name>todo</container-name> \n </connection-info> \n <read-request> \n <id>@(context.GraphQL.Arguments[\"id\"].ToString())</id> \n <partition-key>@(context.GraphQL.Arguments[\"id\"].ToString())</partition-key> \n </read-request> \n</cosmosdb-data-source> \n
Note: For simplicity, I put a connection string directly into the policy. However, you should not store secrets as plain text. Instead, you should use Named Values connected to a secret in a Key Vault.
\n\n
This is a relatively simple resolver. I specified my connection information for an Azure Cosmos DB including connection string, database name and a container name. In the following <read-request> section I take an id argument from the GraphQL request context and use it to perform a query against the database. You can use read, write, and delete requests, which hide some of the complexity of interacting with the database, but you can also write your own queries with the <query-request /> policy section.
\n\n
Now when I uploaded the schema and created a resolver for a query, I can test it in a built-in GraphQL test console:
\n\n
Having successfully obtained the necessary data from Azure Cosmos DB using a GraphQL API, we can now generate additional resolvers – one for each query and mutation following the same process that we used before. Check out the documentation for more information.
\n\n
Azure Cosmos DB and Azure SQL resolvers are in public preview, give it a try and let us know what you think in the comments below!
","body@stringLength":"30589","rawBody":"Today, we’re announcing the public preview of two GraphQL resolver types for Synthetic GraphQL in Azure API Management: Azure Cosmos DB and Azure SQL resolvers. If you ever faced the challenge of exposing your database through GraphQL, you’re aware of the complexities involved. It typically involves writing numerous lines of code, dealing with resolvers, and figuring out the nuances of database access. But is there a simpler way?
\n\n
Enter Azure Cosmos DB and Azure SQL data types in Synthetic GraphQL for Azure API Management. Upload your GraphQL schema and expose desired data using familiar database concepts – a seamless and straightforward process. In this blog post, I will walk you through the process of adding a GraphQL resolver for a Cosmos DB backend and demonstrate how to test it.
\n\n
Let’s look at the to-do list application as an example. Every to-do item has an id, title, and status. I already have some of the items in Azure Cosmos DB, which has the following structure, and want to enable a list of simple CRUD operations on it.
\n\n
\n
I can model this to-do item application by creating the following GraphQL schema:
\n\n
\n
To create this GraphQL API within the Azure API Management service:
\nWith the addition of Azure Cosmos DB and Azure SQL, you can now select what data source you want to use when you’re configuring your resolvers – HTTP API, Azure SQL or Azure Cosmos DB. Let’s create a Cosmos DB resolver for a 'todoItem' query:
\nWhen you choose a specific data source, the resolver policy editor gets a pre-populated XML document that defines how to query a database and retrieve the data we need. For the todoItem query I need to get an element by ID, so I create the following policy:
\n\n
\n
Note: For simplicity, I put a connection string directly into the policy. However, you should not store secrets as plain text. Instead, you should use Named Values connected to a secret in a Key Vault.
\n\n
This is a relatively simple resolver. I specified my connection information for an Azure Cosmos DB including connection string, database name and a container name. In the following <read-request> section I take an id argument from the GraphQL request context and use it to perform a query against the database. You can use read, write, and delete requests, which hide some of the complexity of interacting with the database, but you can also write your own queries with the <query-request /> policy section.
\n\n
Now when I uploaded the schema and created a resolver for a query, I can test it in a built-in GraphQL test console:
\nHaving successfully obtained the necessary data from Azure Cosmos DB using a GraphQL API, we can now generate additional resolvers – one for each query and mutation following the same process that we used before. Check out the documentation for more information.
\n\n
Azure Cosmos DB and Azure SQL resolvers are in public preview, give it a try and let us know what you think in the comments below!
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Contributor","color":"333333","icon":null,"rankStyle":"TEXT"},"User:user:1909984":{"__typename":"User","id":"user:1909984","uid":1909984,"login":"javasparrow796","biography":null,"registrationData":{"__typename":"RegistrationData","status":null,"registrationTime":"2023-06-22T05:42:05.747-07:00"},"deleted":false,"email":"","avatar":{"__typename":"UserAvatar","url":"https://techcommunity.microsoft.com/t5/s/gxcuf89792/m_assets/avatars/default/avatar-8.svg?time=0"},"rank":{"__ref":"Rank:rank:37"},"entityType":"USER","eventPath":"community:gxcuf89792/user:1909984"},"ModerationData:moderation_data:3854173":{"__typename":"ModerationData","id":"moderation_data:3854173","status":"APPROVED","rejectReason":null,"isReportedAbuse":false,"rejectUser":null,"rejectTime":null,"rejectActorType":null},"BlogReplyMessage:message:3854173":{"__typename":"BlogReplyMessage","author":{"__ref":"User:user:1909984"},"id":"message:3854173","revisionNum":2,"uid":3854173,"depth":1,"hasGivenKudo":false,"subscribed":false,"board":{"__ref":"Blog:board:IntegrationsonAzureBlog"},"parent":{"__ref":"BlogTopicMessage:message:3846252"},"conversation":{"__ref":"Conversation:conversation:3846252"},"subject":"Re: Expose your data from Azure Cosmos DB or Azure SQL through a GraphQL API with Azure API Manageme","moderationData":{"__ref":"ModerationData:moderation_data:3854173"},"body":"Hi Andrei
I am currently trying to use the SQL Database Resolver.
I referred to the following URL.
https://learn.microsoft.com/en-gb/azure/api-management/sql-data-source-policy
I have defined the following schema and resolver.
Schema
type Query {\n getUsers: UserList!\n}\n\ntype User {\n id: ID!\n name: String!\n age: Int!\n}\n\ntype UserList {\n items: [User!]!\n}
Resolver
<sql-data-source>\n <connection-info>\n <connection-string use-managed-identity=\"true\">\n Server=tcp:my-sqlserver.windows.net,1433;Initial Catalog=my-sqldb;\n </connection-string>\n </connection-info>\n <request>\n <sql-statement>\n SELECT\n u.id\n u.name\n u.age\n FROM\n users u\n </sql-statement>\n </request>\n <response />\n</sql-data-source>
When I run the test, the following response is returned.
{\n \"errors\": [\n {\n \"message\": \"Error trying to resolve field 'getUsers'.\",\n \"locations\": [\n {\n \"line\": 2,\n \"column\": 2\n }\n ],\n \"path\": [\n \"getUsers\"\n ],\n \"extensions\": {\n \"code\": \"FILE_NOT_FOUND\",\n \"codes\": [\n \"FILE_NOT_FOUND\"\n ]\n }\n }\n ],\n \"data\": null\n}
The following error message was output in the trace information.
Could not load file or assembly 'Microsoft.Data.SqlClient, Version=5.0.0.0, Culture=neutral, PublicKeyToken=xxxxxxxxxxxxxxxx' or one of its dependencies. The system cannot find the file specified.
Do you know what the cause is?
","body@stripHtml({\"removeProcessingText\":false,\"removeSpoilerMarkup\":false,\"removeTocMarkup\":false,\"truncateLength\":200})@stringLength":"213","kudosSumWeight":0,"repliesCount":0,"postTime":"2023-06-22T06:03:48.455-07:00","lastPublishTime":"2023-06-22T06:09:48.515-07:00","metrics":{"__typename":"MessageMetrics","views":3352},"visibilityScope":"PUBLIC","placeholder":false,"originalMessageForPlaceholder":null,"entityType":"BLOG_REPLY","eventPath":"category:Azure/category:products-services/category:communities/community:gxcuf89792board:IntegrationsonAzureBlog/message:3846252/message:3854173","replies":{"__typename":"MessageConnection","pageInfo":{"__typename":"PageInfo","hasNextPage":false,"endCursor":null,"hasPreviousPage":false,"startCursor":null},"edges":[]},"customFields":[],"attachments":{"__typename":"AttachmentConnection","edges":[],"pageInfo":{"__typename":"PageInfo","hasNextPage":false,"endCursor":null,"hasPreviousPage":false,"startCursor":null}}},"User:user:1906395":{"__typename":"User","id":"user:1906395","uid":1906395,"login":"Ryan_Langford","biography":null,"registrationData":{"__typename":"RegistrationData","status":null,"registrationTime":"2023-06-19T22:19:05.301-07:00"},"deleted":false,"email":"","avatar":{"__typename":"UserAvatar","url":"https://techcommunity.microsoft.com/t5/s/gxcuf89792/m_assets/avatars/default/avatar-9.svg?time=0"},"rank":{"__ref":"Rank:rank:37"},"entityType":"USER","eventPath":"community:gxcuf89792/user:1906395"},"ModerationData:moderation_data:3854093":{"__typename":"ModerationData","id":"moderation_data:3854093","status":"APPROVED","rejectReason":null,"isReportedAbuse":false,"rejectUser":null,"rejectTime":null,"rejectActorType":null},"BlogReplyMessage:message:3854093":{"__typename":"BlogReplyMessage","author":{"__ref":"User:user:1906395"},"id":"message:3854093","revisionNum":1,"uid":3854093,"depth":1,"hasGivenKudo":false,"subscribed":false,"board":{"__ref":"Blog:board:IntegrationsonAzureBlog"},"parent":{"__ref":"BlogTopicMessage:message:3846252"},"conversation":{"__ref":"Conversation:conversation:3846252"},"subject":"Re: Expose your data from Azure Cosmos DB or Azure SQL through a GraphQL API with Azure API Manageme","moderationData":{"__ref":"ModerationData:moderation_data:3854093"},"body":"sajins2005 You are a life saver.
I was trying to do it with a liquid map, but your solution works perfectly.
","body@stripHtml({\"removeProcessingText\":false,\"removeSpoilerMarkup\":false,\"removeTocMarkup\":false,\"truncateLength\":200})@stringLength":"124","kudosSumWeight":1,"repliesCount":0,"postTime":"2023-06-22T03:56:08.542-07:00","lastPublishTime":"2023-06-22T03:56:08.542-07:00","metrics":{"__typename":"MessageMetrics","views":3439},"visibilityScope":"PUBLIC","placeholder":false,"originalMessageForPlaceholder":null,"entityType":"BLOG_REPLY","eventPath":"category:Azure/category:products-services/category:communities/community:gxcuf89792board:IntegrationsonAzureBlog/message:3846252/message:3854093","replies":{"__typename":"MessageConnection","pageInfo":{"__typename":"PageInfo","hasNextPage":false,"endCursor":null,"hasPreviousPage":false,"startCursor":null},"edges":[]},"customFields":[],"attachments":{"__typename":"AttachmentConnection","edges":[],"pageInfo":{"__typename":"PageInfo","hasNextPage":false,"endCursor":null,"hasPreviousPage":false,"startCursor":null}}},"User:user:1909566":{"__typename":"User","id":"user:1909566","uid":1909566,"login":"sajins2005","biography":null,"registrationData":{"__typename":"RegistrationData","status":null,"registrationTime":"2023-06-21T23:53:10.930-07:00"},"deleted":false,"email":"","avatar":{"__typename":"UserAvatar","url":"https://techcommunity.microsoft.com/t5/s/gxcuf89792/m_assets/avatars/default/avatar-11.svg?time=0"},"rank":{"__ref":"Rank:rank:37"},"entityType":"USER","eventPath":"community:gxcuf89792/user:1909566"},"ModerationData:moderation_data:3853936":{"__typename":"ModerationData","id":"moderation_data:3853936","status":"APPROVED","rejectReason":null,"isReportedAbuse":false,"rejectUser":null,"rejectTime":null,"rejectActorType":null},"BlogReplyMessage:message:3853936":{"__typename":"BlogReplyMessage","author":{"__ref":"User:user:1909566"},"id":"message:3853936","revisionNum":2,"uid":3853936,"depth":1,"hasGivenKudo":false,"subscribed":false,"board":{"__ref":"Blog:board:IntegrationsonAzureBlog"},"parent":{"__ref":"BlogTopicMessage:message:3846252"},"conversation":{"__ref":"Conversation:conversation:3846252"},"subject":"Re: Expose your data from Azure Cosmos DB or Azure SQL through a GraphQL API with Azure API Manageme","moderationData":{"__ref":"ModerationData:moderation_data:3853936"},"body":"
I got it working by mapping items, using set-body.
<response>\n<set-body> \n@{ var response = context.Response.Body.As<JObject>();\n return response[\"items\"].ToString();\n }\n </set-body> \n</response>
If you are not using response element, Resolver try to map entire response from cosmos db and it fails as schema defined is looking for an array. Query can return paginated result, so below fields need to be mapped as well .I don't think _rid has any relevance here.
_count, endCursor, hasNextPage
Another option is setting schema like below.
type Books{\n items: [Book]\n endCursor: String\n hasNextPage: Boolean\n\n }\n\ntype Query{\n books: Books\n book(id: ID!): Book \n}
","body@stripHtml({\"removeProcessingText\":false,\"removeSpoilerMarkup\":false,\"removeTocMarkup\":false,\"truncateLength\":200})@stringLength":"245","kudosSumWeight":1,"repliesCount":0,"postTime":"2023-06-22T01:00:27.321-07:00","lastPublishTime":"2023-06-22T02:10:29.303-07:00","metrics":{"__typename":"MessageMetrics","views":3395},"visibilityScope":"PUBLIC","placeholder":false,"originalMessageForPlaceholder":null,"entityType":"BLOG_REPLY","eventPath":"category:Azure/category:products-services/category:communities/community:gxcuf89792board:IntegrationsonAzureBlog/message:3846252/message:3853936","replies":{"__typename":"MessageConnection","pageInfo":{"__typename":"PageInfo","hasNextPage":false,"endCursor":null,"hasPreviousPage":false,"startCursor":null},"edges":[]},"customFields":[],"attachments":{"__typename":"AttachmentConnection","edges":[],"pageInfo":{"__typename":"PageInfo","hasNextPage":false,"endCursor":null,"hasPreviousPage":false,"startCursor":null}}},"ModerationData:moderation_data:3853560":{"__typename":"ModerationData","id":"moderation_data:3853560","status":"APPROVED","rejectReason":null,"isReportedAbuse":false,"rejectUser":null,"rejectTime":null,"rejectActorType":null},"BlogReplyMessage:message:3853560":{"__typename":"BlogReplyMessage","author":{"__ref":"User:user:1906395"},"id":"message:3853560","revisionNum":1,"uid":3853560,"depth":1,"hasGivenKudo":false,"subscribed":false,"board":{"__ref":"Blog:board:IntegrationsonAzureBlog"},"parent":{"__ref":"BlogTopicMessage:message:3846252"},"conversation":{"__ref":"Conversation:conversation:3846252"},"subject":"Re: Expose your data from Azure Cosmos DB or Azure SQL through a GraphQL API with Azure API Manageme","moderationData":{"__ref":"ModerationData:moderation_data:3853560"},"body":"
Sorry, I should have been more specific.
TLDR: Question is, when a query returns a collection are we expected to map it out of the response ourself?
Long Version:
I can make parameterized query requests, and I know they work, because if I change the return type of a query into String I can debug it and see that the request works.
For example:
Modified Debugging Schema:
type Query{\nbooks(id: Int!): String\n}
Resolver:
<query-request>\n<sql-statement>select * from c where c.author_id = @code</sql-statement>\n<parameters>\n<parameter name=\"@code\">@(context.GraphQL.Arguments[\"id\"].ToString())</parameter>\n</parameters>\n</query-request>Query:
query {\nbooks(id: 1)\n}Response:
{\n\"data\": {\n\"books\": \"{\\\"_rid\\\":\\\"RpMIAKjTVEQ=\\\",\\\"items\\\":[{\\\"id\\\":\\\"1\\\",\\\"title\\\":\\\"THe Light Fantastic\\\",\\\"genre\\\":\\\"Comedy\\\",\\\"author_id\\\":\\\"1\\\",\\\"_rid\\\":\\\"RpMIAKjTVEQBAAAAAAAAAA==\\\",\\\"_self\\\":\\\"dbs\\\\/RpMIAA==\\\\/colls\\\\/RpMIAKjTVEQ=\\\\/docs\\\\/RpMIAKjTVEQBAAAAAAAAAA==\\\\/\\\",\\\"_etag\\\":\\\"\\\\\\\"0400d01b-0000-1a00-0000-649262e90000\\\\\\\"\\\",\\\"_attachments\\\":\\\"attachments\\\\/\\\",\\\"_ts\\\":1687315177}],\\\"_count\\\":1,\\\"endCursor\\\":\\\"\\\",\\\"hasNextPage\\\":\\\"False\\\"}\"\n}\n}
(That is the corrects data from the Cosmos DB)
When I put the query return type back to what I want it to be...
Query:
type Query{\nbooks(id: Int!): [Book]\n}
Resolver: Same as before
Query: Same as before
Result:
{\n\"errors\": [\n{\n\"message\": \"Error trying to resolve field 'books'.\",\n\"locations\": [\n{\n\"line\": 2,\n\"column\": 2\n}\n],\n\"path\": [\n\"books\"\n],\n\"extensions\": {\n\"code\": \"JSON_READER\",\n\"codes\": [\n\"JSON_READER\"\n]\n}\n}\n],\n\"data\": {\n\"books\": null\n}\n}Am I meant to be using the <set-body> tag to map the \"items\" array out the response myself?
Is there a way to make it automatically just return the items array, or am I meant to be caring about the \"_rid\" value for some reason?
Ryan_Langford, take a look at the Cosmos DB data source documentation, there are a couple of examples with query-request - Azure API Management policy reference - cosmosdb-data-source | Microsoft Learn
","body@stripHtml({\"removeProcessingText\":false,\"removeSpoilerMarkup\":false,\"removeTocMarkup\":false,\"truncateLength\":200})@stringLength":"208","kudosSumWeight":0,"repliesCount":0,"postTime":"2023-06-21T06:59:55.424-07:00","lastPublishTime":"2023-06-21T06:59:55.424-07:00","metrics":{"__typename":"MessageMetrics","views":3491},"visibilityScope":"PUBLIC","placeholder":false,"originalMessageForPlaceholder":null,"entityType":"BLOG_REPLY","eventPath":"category:Azure/category:products-services/category:communities/community:gxcuf89792board:IntegrationsonAzureBlog/message:3846252/message:3853125","replies":{"__typename":"MessageConnection","pageInfo":{"__typename":"PageInfo","hasNextPage":false,"endCursor":null,"hasPreviousPage":false,"startCursor":null},"edges":[]},"customFields":[],"attachments":{"__typename":"AttachmentConnection","edges":[],"pageInfo":{"__typename":"PageInfo","hasNextPage":false,"endCursor":null,"hasPreviousPage":false,"startCursor":null}}},"ModerationData:moderation_data:3851689":{"__typename":"ModerationData","id":"moderation_data:3851689","status":"APPROVED","rejectReason":null,"isReportedAbuse":false,"rejectUser":null,"rejectTime":null,"rejectActorType":null},"BlogReplyMessage:message:3851689":{"__typename":"BlogReplyMessage","author":{"__ref":"User:user:1906395"},"id":"message:3851689","revisionNum":1,"uid":3851689,"depth":1,"hasGivenKudo":false,"subscribed":false,"board":{"__ref":"Blog:board:IntegrationsonAzureBlog"},"parent":{"__ref":"BlogTopicMessage:message:3846252"},"conversation":{"__ref":"Conversation:conversation:3846252"},"subject":"Re: Expose your data from Azure Cosmos DB or Azure SQL through a GraphQL API with Azure API Manageme","moderationData":{"__ref":"ModerationData:moderation_data:3851689"},"body":"Hi Andrei
Loved the post, and have managed to get an equivalent result myself using read requests, however I have run into some trouble when using query-requests.
Would you be able to provide an example of this?
I cannot seem to find any working examples online, but since it is so new that is not surprising haha.
Regards
Ryan
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