This is a ready to use Azure Function, based on the v4 runtime and Python 3.9. It creates a GraphQL endpoint to query against a CosmosDB SQL endpoint, with a GET to the /api/graphql
endpoint you get a portal you can then use to query against the DB (with POST requests).
The documents for this are the sample documents you get when creating a CosmosDB, they have just an address as field (and that field is also the partition_key), as well as all CosmosDB default fields.
This project uses Ariadne, which is a schema-first GraphQL package. So in this case the schema of your Cosmos DB document needs to be included in the schemas folder, the Container schema is a good starting place. Also provided are interfaces for Cosmos (other API's) and Cosmos SQL that can be used to kickstart your schema. The container schema is the return type of a query to container
Queries are done against the schema, where address
and ID
are fields that can be included as a filter, if both are included then Cosmos will do a point lookup, otherwise a query is used, if address
is not given that is a cross-partition query, which is potentially more expensive, so including the partititon key (in this case address
) is advisable. The fields of Container
can be selected in the query.
The mutation function uses the upsert_item
function in Cosmos, so if the ID
is given (address
is mandatory), if you change the address
it will actually create a new item in the updated partition, if you change something other then the partition key (address
in this case) it will update the item.
For all details of how to implement the graphql refer to the Ariadne documentation. But there are four places that need to be updated to adopt this to your schema.
- Schema's in the schema folder:
- the container.graphql (also shown below) is the most important one to adopt, no need to change the name
Container
, it is internal only. - the query and mutation schema's, remember that the return type of the Query is Container, the word
container
(no cap) can be changed to represent the type of object you want to query.
- the container.graphql (also shown below) is the most important one to adopt, no need to change the name
- Resolvers, you only need a resolver if you want to change a field's representation, if you want to create additional fields, or if you have to change the name between the item in Cosmos and the field name in the query, the resolvers_specific.py file has an example of a resolver that takes the timestamp, converts it into a local timestamp and returns that as a ISO formatted field.
- Schema.py here the resolvers are added to the ObjectTypes (Ariadne specific thing) and linked to specific fields.
- Environment variables, if running this locally using the azure-func-tools, create a
local.settings.json
based on the sample, if necessary (for instance if you want to use AAD auth with Cosmos instead of Key-based), change the way these are imported and used in const and cosmos. If you deploy this function to Azure make sure to sync the settings (VSCode can do this with a command) to the app settings there so that it works.
Container definition without descriptions, full schema here.
type Container implements CosmosSQL {
id: ID
partition_key: String
partition_key_field: String
address: String
_rid: String
_self: String
_etag: String
_attachments: String
_ts: Int
timestamp: String
}
{
container(address: "2007, NE 37TH PL") {
address
id
timestamp
_ts
}
costs
continuation
}
mutation {
container(input: { address: "4200, 54th Avenue South" })
costs
}
{
__type(name: "Container") {
name
description
fields {
name
description
type {
name
kind
}
}
}
}