Example using GraphQL mutations to configure a DHCP server: This assumes that the http-api is running: 'set service https api' One can configure an address on an interface, and configure the DHCP server to run with that address as default router by requesting these 'mutations' in the GraphQL playground: mutation { createInterfaceEthernet (data: {interface: "eth1", address: "192.168.0.1/24", description: "BOB"}) { success errors data { address } } } mutation { createDhcpServer(data: {sharedNetworkName: "BOB", subnet: "192.168.0.0/24", defaultRouter: "192.168.0.1", nameServer: "192.168.0.1", domainName: "vyos.net", lease: 86400, range: 0, start: "192.168.0.9", stop: "192.168.0.254", dnsForwardingAllowFrom: "192.168.0.0/24", dnsForwardingCacheSize: 0, dnsForwardingListenAddress: "192.168.0.1"}) { success errors data { defaultRouter } } } The GraphQL playground will be found at: https://{{ host_address }}/graphql An equivalent curl command to the first example above would be: curl -k 'https://192.168.100.168/graphql' -H 'Content-Type: application/json' --data-binary '{"query": "mutation {createInterfaceEthernet (data: {interface: \"eth1\", address: \"192.168.0.1/24\", description: \"BOB\"}) {success errors data {address}}}"}' Note that the 'mutation' term is prefaced by 'query' in the curl command. What's here: services ├── api │   └── graphql │   ├── graphql │   │   ├── directives.py │   │   ├── __init__.py │   │   ├── mutations.py │   │   └── schema │   │   ├── dhcp_server.graphql │   │   ├── interface_ethernet.graphql │   │   └── schema.graphql │   ├── recipes │   │   ├── dhcp_server.py │   │   ├── __init__.py │   │   ├── interface_ethernet.py │   │   ├── recipe.py │   │   └── templates │   │   ├── dhcp_server.tmpl │   │   └── interface_ethernet.tmpl │   └── state.py ├── vyos-configd ├── vyos-hostsd └── vyos-http-api-server The GraphQL library that we are using, Ariadne, advertises itself as a 'schema-first' implementation: define the schema; define resolvers (handlers) for declared Query and Mutation types (Subscription types are not currently used). In the current approach to a high-level API, we consider the Jinja2-templated collection of configuration mode 'set'/'delete' commands as the Ur-data; the GraphQL schema is produced from those files, located in 'api/graphql/recipes/templates'. Resolvers for the schema Mutation fields are dynamically generated using a 'directive' added to the respective schema field. The directive, '@generate', is handled by the class 'DataDirective' in 'api/graphql/graphql/directives.py', which calls the 'make_resolver' function in 'api/graphql/graphql/mutations.py'; the produced resolver calls the appropriate wrapper in 'api/graphql/recipes', with base class doing the (overridable) configuration steps of calling all defined 'set'/'delete' commands. Integrating the above with vyos-http-api-server is ~10 lines of code. What needs to be done: • automate generation of schema and wrappers from templated configuration commands • investigate whether the subclassing provided by the named wrappers in 'api/graphql/recipes' is sufficient for use cases which need to modify data • encapsulate the manipulation of 'canonical names' which transforms the prefixed camel-case schema names to various snake-case file/function names • consider mechanism for migration of templates: offline vs. on-the-fly • define the naming convention for those schema fields that refer to configuration mode parameters: e.g. how much of the path is needed as prefix to uniquely define the term