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Tag Archives: GraphQL

Open API’s Arazzo and overlay specifications

03 Thursday Apr 2025

Posted by mp3monster in APIs & microservices, General, Technology

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Tags

Apache, Apache Camel, Async API, Azarro, BPEL, business process orchestration language, GeoJSON, GraphQL, OAI, OAS, Open API, orchestration, Overlays, PolyAPI, SOAP, specifications, standards, Swagger, WS-BPEL

The OpenAPI Specification OAS and its Open API Initiative (OAI)—the governing body—have been around for 10 years, and of course, OAS’s foundation, Swagger, has been around a lot longer. OpenAPI is very much a mature proposition. But the OAI community hasn’t stood still. Two standards have been developed, the first being Overlays and the latter being Arazzo.

Overlays

Overlays support the Arazzo specification. So let’s start there. It is a simple specification that describes how an OpenAPI definition can be extended, particularly for providing additional information about the API. While we don’t strictly need such a specification, as the OpenAPI spec provides the means to incorporate additional information, it doesn’t say how to best use the extension points to support use cases such as elaborating on the application.

This means an organisation could use an overlay to describe how internally particular APIs from mainly 3rd party APIs or standards can or should best be used. For example, if we built an API using GeoJSON for passing data describing no-fly zones (sometimes called prohibited airspace), the zone’s shape is easily expressed as a polygon or circle. However, no-fly zones can often have ceilings or base altitudes (consider the use of airspace for military low-altitude air training, which shouldn’t impact airliners at cruising altitude). GeoJSON can support this by attaching attributes to the shapes. What GeoJSON doesn’t describe is the name of the additional attributes. We can document this attribute using the overlay without refining the GeoJSON specification.

Simply put, an Overlay describes a structured way to add detail to an API without changing the original specification. Hopefully, we’ll see tooling to take the overlay detail, merge that content into the original specification, and generate enhanced API documentation.

This presents some interesting possibilities. With the rise of AI, we could potentially use it to provide a structured explanation to an LLM that can then take the additional information to generate the code needed to build functionality using a selected API, which could then be reused when an API is updated. While asking an LLM to generate code will not guarantee the same result (the result of reranking, ongoing training, etc), it is unlikely things will drift radically. This means any breaking changes in the API should be more easily absorbed.

Arazzo

Arazzo, takes the ability to define overlays to APIs a step further, as it leverages the OpenAPI overlay concept to define workflows that can be used to show how APIs can be orchestrated. This is hardly a new idea. Before RESTful APIs became dominant, we saw various standards complementary to WSDL, such as WS-BPEL (bringing BPEL together with WSDL). After open source solutions, which may have closer alignment to languages such as Apache Camel, they also provide the means to define orchestration of APIs that can be used in a language-agnostic manner.

Unlike OAS and Overlays, this standard is not being presented a contract, which will always need a specific way of being written to minimize ambiguity as it is effectively a contract between two or more parties (we even see this in the way contracts are drawn up, from NDAs to T&Cs and Liability disclaimers). It is being presented as a means to be illustrative of API use, where ambiguity can be tolerated (by being stateless, we have to accept some ambiguity in how people will use APIs and eliminate ambiguity through contractual clarity.

While Arrazo’s structure and schema are much easier to work with than BPEL, particularly if you’re comfortable with AOS, as the schema has a similar style and weaves OAS specifications as first-class citizens. My concern is that BPEL, and the more domain-specific orchestration definitions, while adopted by some more prominent organisations in the search for standardisation and consistency, never had a profound impact; most organizations ended up extending, tailoring it, or using the notation as a means to apply effective configuration management. Only time will tell whether Arazzo will make a profound impact. There are certainly some headwinds for Arazzo to overcome. Consider these …

  • The LLM domain is evolving so quickly that we aren’t too far away from mainstream tool vendors that have built or acquired companies like  Poly API, which can document and integrate APIs using LLMs. We can also look at LangGraph’s work on developing AI agents’ ability to orchestrate tools such as APIs to solve complex problems. Remember that LangGraph was launched in January 2023, whereas the Arazzo committee was formed mid-2021.
  • If we can’t reach a point where natural language will be sufficient to see APIs orchestrated in a predictable manner, is it possible to describe sufficient information using structured English (language)?  PlantUML and Mermaid diagrams provide sufficient structured English to achieve the goal, which is less sensitive to things like positioning and white space, such as YAML.

Personal wish

While I applaud Overlays as they allow me to add qualification to an existing API (contract), I would be happier if the OAI worked to find a way for the core OAS syntax to bring OAS and Async API (very possible as Async API makes use of a similar schema structure) without needing the additional complexity of the orchestration concepts in Arazzo. The North Star ideal would be a means to weave GraphQL capabilities into the notation without complexity, although, to be honest, this is a lot further apart, maybe too far apart today.

Today, we must use more advanced (often commercial) tools that combine the notations in a single tool or multiple plugins sourced from different places. These tools are not aligned and don’t offer a seamless experience, e.g., defining JSON structures that could work across multiple APIs.

Additional Reading

  • Swagger blog on Arazzo
  • Arazzo and AsyncAPI
  • New Stack Article on Arazzo
  • PolyAPI
  • GraphQL

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DeveloperWeek 23 – Stop Polling, Let’s Go Streaming

23 Thursday Feb 2023

Posted by mp3monster in APIs & microservices, development, General, Oracle, Technology

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Tags

API, DeveloperWeek, GraphQL, gRPC, Oracle, ServerSideEvents, streaming, WebHooks

The last week or so has been the DeveloperWeek 23 Conference – in Hybrid form, with the physical event last week and online this week. Circumstances prevented me from attending physically, but yesterday I was honored with the opportunity to present virtually. My session covered the adoption of API Streaming as an alternative approach to needing to poll with APIs to get the latest data state/updates.

Developer Week logo

My presentation is available below.

wilkins-phil-tue-21-stop-polling-lets-go-streamingDownload

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Streaming APIs

05 Friday Aug 2022

Posted by mp3monster in APIs & microservices, development, General, Technology

≈ 1 Comment

Tags

API, architecture, code, GraphQL, gRPC, Oracle, streaming, subscriptions

Yesterday I was fortunate enough to participate in the Dev Innovation summit part of the World Festival virtual conference.

The presentation took a look at how Streaming APIs offer an alternative to API polling and the considerations needed when adopting streaming.

Continue reading →

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Apollo GraphQL – some pointers

16 Thursday Jun 2022

Posted by mp3monster in development, General, languages, node.js, Technology

≈ 2 Comments

Tags

API, code, development, GraphQL, javascript, node.js, Technology

I’ve designed a variety of GraphQL schemas and developed microservice backends. But not done much with configuring the Apollo implementation of a GraphQL server until recently. This may reflect the fact my understanding of JavaScript doesn’t extend into the world of Node.JS as much as I’d like (the problem with being a multi-language developer is you’re likely to find your way around many languages but never be a master of one). Anyway, the following content is about the implementation within a GraphQL server part of a solution. It may be these pointers are just for my benefit you might find them helpful as well.

Read more: Apollo GraphQL – some pointers

To make it easy to reference the code, we’ve added entries (n) into the code, where n is a number. This is not part of the code. But there to make the different lines referenceable. Where code should go but is not relevant to the point being made I’ve added ellipsis (…)

Dynamic loading and server configuration

import { ApolloServer } from 'apollo-server';
import { loadFilesSync } from '@graphql-tools/load-files';
import { resolvers } from './resolvers.js';   (1)
import ProviderInternalAPI from './ProviderInternalAPI.js'; (1)
import EventsInternalAPI from './EventsInternalAPI.js';  (1)
const server = new ApolloServer({
  debug : true,    (2)
  typeDefs: loadFilesSync('./schema.graphql'),   (3)
  resolvers,
  dataSources: () => {
    return {
      eventsInternalAPI: new EventsInternalAPI(),    (4)
      providerInternalAPI: new ProviderInternalAPI() (4)
      pro
    };
  }});

There is the potential to dynamically load the resolvers rather than importing each JavaScript file as we see on lines (1). The mechanics to do this is documented here. It would be cool if an opinionated implementation was provided. As shown by (3) we can take a independent schema file being loaded. The Apollo example approach for this didn’t seem to work for us, although both approaches make use of graphql-tools in a synchronous manner.

We can switch on debugging (2) for the GraphQL server, although the level of information published doesn’t appear to be significant. Ideally this setting is changed for production.

Defining the resolvers

The prefix for each resolver (1) must correlate to the name in the schema of the mutator or query (not the type as you would expect with Java). Often we don’t need all the parameters for the resolver. The documentation describes replacing each unused parameter with one or more underscores (i.e _, __ ). The underscore denoting the field not in use. However we can satisfy the indication of not being used, but keep the meaning of each position by using the underscore then a name (i.e. _parent, _args ) as shown in (2).

By taking the response into a variable (3) we can optionally log it. Trying to return using invocation line would result in the handler object rather than the payload itself. By taking the result into a variable we can log the content if desired and return the content.

The use of the backward quote is a node feature. It allows us to incorporate variables into a string by referencing it within ${} (4).

We need to supply the GraphQL server with instances with a layer of code that will interact with the resolvers. We can instantiate the instances in the declaration. The naming of the object is important (4) to the resolver.js (declarations).

import { useLogger } from "@graphql-yoga/node";
...
latestEvent (1): async (_parent, _args, { dataSources }, _info) (2)   => {
      if (log) { console.log("resolvers - get latest event"); }
      let responseValue = await dataSources.eventsInternalAPI.getLatestEvent(); (3)
      if (log) { console.log(`(4)  Resolver response for latest event:\n ${responseValue}`); }
      return responseValue;
    },

Resolver declarations

 Query: {  ...
 },
  
Mutation: {...
},
  Event: {  (1)
    providers: (event, args, { dataSources }, info) => {
      if (log) { console.log(`going to locate ${event.sources}`) }
      let responseValue = await (2) dataSources.providerInternalAPI.getProviders(event.sources);
      return responseValue;
    }

To handle the use of resolvers within a larger resolver we need to declare the resolution outside of the Query and Mutator blocks (but inside the whole declaration block)(1). The name provided needs to match the parent entity that the query resolver contributes to.

To then provide values from the outer resolution we need to prover to the chained resolution use the naming as represented in the GraphQL schema as shown by (2). The GraphQL engine will resolve the mapping values.

Web resolver URL

  // GET
  async getProvider(code) {
    console.log("getProvider (%s) directing to %s",code,this.baseURL);
    return this.get(`provider?code=${code} (1)`);
  }

The URL parameters need to be appended to the base URL path for the parent class to use in the invocation as shown by (1). The Apollo examples showed a setter option but we didn’t see the URI being addressed properly. This approach produces the relevant requirement.

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gRPC, GraphQL and more …

01 Tuesday Mar 2022

Posted by mp3monster in APIs & microservices, General, Technology

≈ Leave a comment

Tags

API, GraphQL, gRPC, REST

I got into a discussion with several people about the use of GraphQL and related API technologies and discovered that a presentation I’ve been using and evolving for a while now, didn’t appear in my blog. So here is a version of it used at an API Conference …

gRPC, GraphQL, REST – Which API Tech to use – API Conference Berlin oct 20 from Phil Wilkins

The presentation may appear again in the future as the perspective of API technologies evolves the presentation will need to evolve. For example, AsyncAPI is starting to make an impression now. Other variants to API technologies such as DRPC are showing up.

If you’re new to GraphQL you might find a couple of other posts on the subject helpful:

  • GraphQL Mindmap
  • GraphQL
  • Useful Tech Resources

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OraWorld Magazine – Latest Edition

09 Tuesday Mar 2021

Posted by mp3monster in APIs & microservices, General, Oracle, Technology

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Tags

API, article, external, external publications, GraphQL, journal, magazine, OraWorld

The latest edition of OraWorld has become available to today. With its blend of insight into the Oracle community, and Oracle technologies from database to modern apps. I have to own up and say, I mention the magazine not only because of the beautifully crafted independent insights, but also it includes an article from myself. Taking a look at GraphQL what it is and how recent new Oracle product features could make a big difference to the GraphQL adoption opportunities.

The next edition should include a follow up article to this focussing on API security considerations.

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GraphQL Mindmap

29 Saturday Feb 2020

Posted by mp3monster in APIs & microservices, Books, development, mindmap, Technology

≈ 1 Comment

Tags

API, book, GraphQL, mindmap

We’ve added a new mindmap to our catalogue here. This covers the core of GraphQL. The catalogue contains both the image and a Word representation. The map is built based on a reading of Learning GraphQL by Eve Porcello  & Alex Banks on O’Reilly.

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Oracle Developer Meetup London – September 2018

18 Tuesday Sep 2018

Posted by mp3monster in APIs & microservices, Dev Meetup, General, Technology

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Tags

API, apiary, devmeetup, drone, GraphQL, JET, London, meetup, OJET, Oracle, Technology

#OracleDevMeetup in London - GraphQL

Last night we ran the latest of the Oracle Developer Meetups in London. This time Luis Weir presented on GraphQL, which got an very engaged discussion about the strengths and weaknesses of GraphQL, in-depth points about how the error paths should be handled among many other things.

The presentation material Luis used is based upon his Devoxx session earlier this year and can be seen here:

The links to Luis’ examples can be found on his GitHub account – https://github.com/luisw19/graphql-samples

After a insightful and thought provoking presentation on GraphQL the Drones with APIs project had its latest update.  Providing a lot of laughter to the evening’s proceedings. Including demonstration of flying the drone using REST APIs published via a gateway and Go back-end.  This included the DroneDash presenting a visual presentation of the commands being issues via REST, as seen here:

#OracleDeveloperMeetup demo with @PhilAtCapgemini showcasing a 3D model UI built using @OracleJET by @Jmneate that tracks and simulates real time movements of a drone using web sockets pic.twitter.com/esb1EIPHtF

— Luis Augusto Weir (@Luisw19) September 17, 2018

All the code, API definitions and documentation for people to add or extend can be found in the meetup’s GITHub – https://github.com/oracledeveloperslondon/.

A few of the useful links used or mentioned last night are:

  • GraphQL
  • Apollo Express
  • GraphiQL – GraphQL Design Tool
  • Cheerios Library for screen scraping
  • Oracle JET toolkit
  • Luis’ GraphQL Samples
  • GitHub repository with all the drone resources
  • API Documentation for the Drone, and the Drone Dash
  • Request Bin (capture and display HTTP requests) https://requestbin.fullcontact.com/

 

The next meetup is planned for Monday November 19th.  Topics  will be published soon.

 

#OracleDevMeetup in London - GraphQL

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