greenfield | HTML5 Wayland compositor :seedling: | Video Utils library

Here's one solution for mapping each CustomersZip$ID with the closest StoreZip$Store:

As suggested create a sequence. Since you have a specific value range restrict the range of the sequence. Then create a function which take a single parameter, the name, and returns the SKU. See Fiddle.

Is it sufficient if I write the IO code in an imperative blocking manner and then wrap them in a Mono, publish them on boundedElastic scheduler?

This comes down to opinion on some level - but no, certainly not ideal not for a reactive greenfield project IMHO. boundedElastic() schedulers are great for interfacing with blocking IO when you must, but they're not a good replacement when a true non-blocking solution exists. (Sometimes this is a bit of a moot point with file handling, since it depends if it's possible for the underlying system to do it asynchronously - but usually that's possible these days.)

In your case, I'd look at wrapping AsynchronousFileChannel in a reactive publisher. You'll need to use create() or push() for this and then make explicit calls to the sink, but exactly how you do this depends on your use case. As a "simplest case" for file writing, you could feasibly do something like:

you can simply append the JSON to your data object as well: data.append('myJson', myJson)

How to manage or negate scopes in the OIDC process? It should not be up to the user to authorize appropriate access; this should be set by the org IT admins that created the user

Permissions for IAM members (users, groups, service accounts, etc) are managed in Google Cloud IAM. Scopes are used with OAuth to limit permissions already assigned by IAM. Best practices mean assigning the required permissions (and no more) and not combing IAM with scopes.

Can G Suite IT admins apply params to users (custom &/or not) which automatically allocate predefined "Google Identity/IAM" policy groups/roles?

G Suite and Google Cloud are separate services. Google Cloud supports G Suite as an Identity provider (IDP). Permissions are controlled in Google Cloud IAM and not in G Suite. You can combine G Suite with Google Groups to put IAM members into groups for easier IAM management.

Will the G Suite users signed JWT's/Google ID be directly compatible with Endpoints + IAP (not requiring any processing/re-encoding)?

Google Accounts (G Suite) do not provide private keys to its member accounts. Therefore you cannot use Signed JWTs. Signed JWT is an older authorization mechanism and is used with service accounts. The correct method for user credentials is OAuth 2.0 Access and Identity tokens. For administrators, service accounts with Domain Wide Delegation can be used.

Will this approach accomodate external users via a federated identity approach, in future, without major refactors to the existing process (e.g. Firebase auth)?

This is a difficult question to answer. Google Cloud does support external identity providers but I have found this to be problematic at best. You can also use identity synchronization but this is also not well implemented. If you are going the Google Cloud route use G Suite as your identity provider and Google Cloud IAM for authorization.

An important point that I think your question lacks is understanding how authorization works in Google Cloud and Google APIs. These services primarily use OAuth 2 Access Tokens and Identity Tokens. This varies by service and with the type of access required. This means that your application will need to understand the services that it is accessing and how to provide authorization. I have a feeling that you are expecting Firebase/Endpoints to do this for you.

Another item is that Firebase is part of Google Cloud and is only a subset of Google Cloud. Firebase is a great product/service but if you are planning to use Google Cloud features outside of Firebase, then stay with G Suite and Cloud IAM for identity and authorization.

Angular SPA will be the single GUI for the application, hosted on the same domain registered for the organisation on GCP/G Suite

I am assuming by domain you mean DNS Zone (website DNS names). This will make CORS and cookie management easier but is not a requirement.

SPA will use GCP's api gateway (Endpoints) to make requests to GKE micro-services (likely all within the one VPC) & other G Suite services (Drive, etc)

OK - I don't see any problems using Endpoints. However, a good answer requires details on how everything is actually implemented. Another item is that you are mentioning Endpoints and G Suite services. These are very different items. Endpoints protect your HTTP endpoints not other Google services where it would just get in the way.

Org IT G Suite admin's can create users & assign various (predefined) IAM policy groups/scopes via the G Suite UI, to give users least privilege access to org resources (G Suite services & GCP hosted custom api's/apps)

Google Cloud IAM and G Suite authorization are separate authorization systems. In order for G Suite members to manage Google Cloud IAM, they will need roles assigned in Google Cloud IAM via either their member ID or group membership. There is no shared authorization permissions.

Users are ONLY able to "sign in with Google" to the SPA, using their orgs G Suite account

Unless you configure SSO, Google Account members are the only ones that can authenticate. Authorization is managed by Google Cloud IAM.

If the User is already signed into their org google account, they should not need to sign in again to the SPA

That is up to your application code to provide the correct Authorization header in requests.

While logged into the SPA, the users credentials should be sent with each request, which micro-services will use for authorization of custom business logic, as well as passing those credentials to G Suite services like Google Drive (leverage api scopes authorization as additional layer of security if custom business logic fails)

I am not sure what you mean by "User Credentials". You should never have access to a user's credentials (username/password). Instead, your application should be managing OAuth Access and Identity Tokens and sending them to the backend for authorization.

In the distant future, there is potential to allow customers/users, external to the org, to utilize various federated identity providers (Facebook, Twitter, etc) to access a SPA & resources hosted by the org (this is not a current requirement, but it is a long term strategic goal)

I covered this previously in my answer. However, let me suggest clearly thinking about what needs to be authorized. Authorization to your app is different that authorization to your app that also authorizes Google Cloud services. For example, you could use Twitter for authentication and a single service account for Google Cloud authorization. It just depends on what you need to accomplish and how you want to manage authorization.

[UPDATE]

One term that you use in your question is SPA. In the traditional use case, all processing is being done by your application in the browser. This is a security nightmare. The browser will have access to the OAuth tokens used for authorization and identity which is not secure. This also limits your application's ability to generate Refresh Tokens which means the user will need to reauthenticate once the existing tokens expire (every 3,600 seconds). For the scope of this question, I recommend rethinking your app into a more traditional client/server design. Authentication is handled by your servers and not directly by (inside) the client application. In the sections where I mention service accounts, I am assuming that backend systems are in place so that the client only have an encrypted session cookie.

When migrating from another authentication system, you'll typically want to import the user data into Firebase Authentication using the auth:import command of the Firebase CLI, or the Admin SDK. At this point you can also set your own, existing UID, instead of having to map the new one from Firebase and from your existing system.

By importing the users you are pre-creating the existing user's accounts in Firebase, so that they can immediately sign in (instead of having to sign up) using Firebase.

I hope I can answer some of them, but I'm also not really experienced in using Axon:

Return values from command handler - Yes, thats possible. We had an example where we return the generated aggregate id (I'm not 100% sure about this answer)

Local vs remote domain events publication - Yes, Axon Server ENTERPRISE (!) supports multi-context thats build for this purpose. https://axoniq.io/product-overview/axon-server-enterprise

CQRS synchronously - The question is not totally clear but it's not necessary to model your complete system with CQRS. You can use CQRS for some domains and other architecture for subdomains.

Use Saga's for any kind of "transaction" like stuff. Rollbacks should be written by the developer. The system can't do this for you.

Modular monolith - Shouldn't be a technical problem.

Fully separated domain model (persistence agnostic) - The question is not totally clear but store only events in Axon Server. Aggregates are build up by a sequence of aggregates. Don't use any other data for it. The aggregate are used to do the command handling with state checks and apply new events.

I a system gets a command message, Axon Framework will look at the aggregate id and re-creates the aggregate by replay all the existing events for that aggregate. Then the method for @CommandHandler and command message type is called on the aggregate with the state of the system. Don't do this by yourself.

On the other hand. Create own custom projections (view models) by listening to the events (@EventHandler) and store the data in your own format to any kind of data models/repository. You can for example build a REST api on top of this to use the data.

Axon Server - Use it where it's built for. Use it as event store and not for other purposes.

See for more info and why: https://www.youtube.com/watch?v=zUSWsJteRfw

Going to the tutorial, your code block isn't valid javascript and not working. You can confirm this by pasting the code in the console. Starting a string with ' requires it to finish with '. Using " hasn't signalled for it to end the string and instead becomes part of it.

The tutorial input window doesn't seem to alert you of any errors or update the output when the code cannot execute. I can replicate your issue by selecting show the solution then pasting your code over it. The correct answer remains but that it due to the solution code.

That + 1 is needed to select the character after the semicolon, which will be the start of the station name.